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=3401 3415 3393 3411 3414 3397 3411 3409 3413 3421 3413 3412 3408 3407 3420 3417 3426 3404 3428 3416 3412 3434 3422 3449 3430 3419 3422 3423 3414 3407 3415 3410 3418 3418 3414 3411 3422 3441 3416 3419 3421 3427 3418 3416 3420 3432 3426 3439 3445 3416 3439 3414 3436 3416 3425 3407 3414 3409 3445 3420 3452 3415 3442 3453 3453 3419 3437 3411 3409 3443 3439 3421 3411 3439 3407 3427 3400 3418 3455 3445 3420 3388 3450 3412 3462 3448 3418 3421 3451 3455 3444 3422 3412 3416 3428 3412 3411 3433 3460 3465 3408 3407 3452 3461 3438 3449 3451 3447 3455 3428 3437 3450 3416 3452 3439 3407 3442 3442 3439 3399 3456 3454 3439 3455 3406 3444 3460 3427 3420 3448 3400 3443 3409 3442 3395 3467 3449 3450 3433 3403 3407 3421 3407 3401 3445 3403 3452 3451 3412 3432 3442 3451 3431 3466 3452 3449 3463 3441 3470 3413 3466 3417 3455 3411 3442 3439 3419 3411 3409 3457 3449 3407 3426 3456 3397 3417 3446 3402 3421 3447 3442 3443 3421 3443 3398 3447 3438 3411 3446 3405 3458 3407 3450 3426 3449 3406 3449 3455 3445 3465 3452 3445 3453 3448 3402 3440 3442 3454 3410 3412 3397 3416 3409 3448 3414 3408 3462 3448 3411 3455 3445 3414 3404 3399 3420 3404 3461 3409 3401 3427 3452 3422 3408 3451 3466 3464 3469 3446 3450 3403 3449 3446 3451 3407 3418 3424 3416 3453 3411 3450 3410 3427 3441 3414 3443 3461 3414 3461 3465 3398 3454 3461 3441 3478 3414 3443 3403 3405 3422 3416 3456 3482 3454 3417 3395 3459 3415 3417 3457 3398 3458 3476 3424 3467 3414 3465 3387 3447 3465 3432 3415 3460 3404 3468 3435 3460 3420 3474 3425 3405 3407 3436 3446 3418 3443 3465 3418 3444 3415 3400 3419 3462 3449 3416 3404 3406 3467 3411 3455 3442 3456 3468 3466 3471 3424 3400 3476 3427 3463 3463 3456 3407 3451 3471 3405 3444 3452 3427 3436 3395 3452 3430 3464 3427 3407 3466 3407 3393 3450 3438 3448 3455 3455 3432 3454 3463 3473 3452 3449 3405 3468 3398 3462 3411 3458 3421 3453 3454 3412 3453 3418 3456 3417 3408 3441 3453 3414 3417 3424 3432 3457 3472 3477 3403 3417 3443 3461 3416 3452 3469 3469 3473 3439 3470 3453 3429 3448 3412 3448 3428 3463 3401 3425 3446 3398 3480 3409 3405 3400 3461 3467 3454 3469 3456 3472 3428 3432 3399 3417 3467 3463 3424 3456 3458 3456 3469 3415 3472 3451 3467 3415 3453 3407 3466 3429 3425 3453 3424 3468 3451 3473 3446 3454 3459 3416 3463 3446 3443 3463 3458 3465 3434 3409 3417 3464 3410 3460 3410 3416 3461 3443 3418 3415 3466 3429 3416 3420 3430 3414 3405 3454 3432 3417 3458 3401 3425 3483 3461 3431 3426 3443 3439 3443 3427 3461 3417 3431 3439 3422 3430 3449 3429 3447 3443 3440 3444 3434 3412 3464 3442 3427 3443 3430 3466 3443 3435 3443 3424 3434 3458 3435 3465 3456 3442 3474 3449 3461 3454 3463 3457 3476 3395 3462 3445 3456 3461 3422 3420 3402 3447 3447 3442 3462 3418 3412 3411 3423 3468 3419 3477 3451 3403 3430 3429 3421 3443 3461 3425 3458 3461 3428 3474 3467 3483 3459 3429 3447 3417 3466 3400 3461 3470 3416 3459 3441 3488 3468 3403 3479 3466 3456 3475 3465 3429 3456 3459 3440 3415 3420 3458 3425 3489 3456 3442 3484 3406 3439 3452 3466 3429 3483 3410 3498 3450 3439 3454 3443 3394 3428 3430 3449 3415 3454 3426 3437 3441 3455 3434 3471 3451 3417 3448 3421 3461 3410 3463 3449 3422 3483 3476 3471 3494 3462 3430 3432 3419 3478 3484 3488 3416 3460 3440 3457 3425 3477 3444 3441 3444 3431 3431 3459 3490 3434 3450 3497 3422 3444 3447 3495 3452 3474 3445 3484 3441 3464 3414 3428 3428 3416 3493 3426 3444 3461 3490 3484 3439 3481 3439 3480 3435 3442 3487 3495 3478 3443 3501 3437 3419 3441 3501 3455 3494 3514 3445 3466 3493 3431 3476 3445 3419 3425 3443 3450 3482 3437 3479 3436 3475 3436 3482 3489 3408 3495 3480 3425 3431 3504 3410 3428 3429 3490 3434 3452 3436 3482 3427 3448 3436 3454 3418 3448 3487 3429 3451 3488 3430 3413 3433 3468 3511 3487 3501 3485 3497 3476 3508 3438 3484 3423 3428 3520 3416 3444 3481 3486 3434 3497 3418 3414 3457 3485 3421 3508 3480 3432 3446 3435 3444 3507 3511 3510 3514 3429 3426 3455 3439 3447 3456 3488 3530 3452 3498 3431 3498 3422 3497 3507 3446 3431 3503 3500 3509 3514 3443 3444 3504 3431 3505 3449 3506 3419 3448 3428 3437 3439 3526 3513 3443 3514 3433 3509 3426 3450 3423 3418 3413 3435 3444 3428 3496 3441 3439 3447 3511 3522 3439 3530 3427 3426 3509 3434 3438 3438 3443 3434 3517 3445 3502 3412 3518 3450 3501 3443 3441 3519 3508 3451 3494 3422 3432 3455 3419 3506 3441 3439 3501 3501 3441 3496 3515 3437 3529 3452 3497 3500 3431 3463 3533 3503 3442 3511 3449 3496 3530 3442 3503 3415 3430 3441 3514 3437 3517 3435 3509 3431 3443 3456 3453 3511 3438 3450 3530 3523 3510 3506 3521 3510 3430 3435 3436 3500 3453 3424 3519 3506 3447 3452 3551 3430 3500 3447 3458 3521 3504 3505 3438 3506 3508 3535 3513 3523 3453 3518 3526 3514 3424 3446 3525 3504 3518 3524 3493 3516 3434 3444 3509 3494 3529 3528 3506 3514 3432 3524 3402 3442 3441 3436 3433 3436 3524 3446 3453 3500 3513 3501 3456 3536 3511 3474 3524 3438 3450 3443 3517 3528 3442 3521 3544 3509 3517 3460 3445 3438 3534 3436 3477 3451 3461 3505 3520 3516 3421 3460 3447 3506 3453 3535 3451 3430 3435 3539 3454 3455 3535 3455 3447 3517 3467 3470 3463 3536 3521 3529 3481 3519 3480 3533 3521 3458 3522

Tree=0
num_leaves=31
num_cat=0
split_feature=16 5 5 10 0 9 5 10 8 0 0 6 17 16 19 15 17 17 13 6 10 5 18 18 7 15 13 2 2 5
split_gain=382.135 107.401 100.039 100.323 38.4324 33.5064 31.7324 36.7224 31.6405 30.4576 43.5558 29.9863 35.2366 27.1615 23.352 37.8315 22.2783 18.2072 17.2221 19.2504 15.6694 19.9767 18.2058 17.2734 15.5133 15.1287 15.4417 25.6987 13.4079 17.194
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 98.615332683000005 226.28914430085004 14.515626273450001 83.715897724050009 3.6471537973500001 93.972365491700018 96.249489528150022 15.675366252400002 193.52305340940003 11.934972090850001 12.050972309250001 23.900317844600004 197.05557773135004 182.72552322705002 116.59305220125002 22.460524786550003 90.988176966900014 2.7861270712500006 17.248993197150003 16.697634278350005 23.282607548150004 29.593577021650002 108.61908538635001 178.89104431090001 187.77144079505004 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=2 9 20 11 28 16 7 14 -8 -2 -11 12 13 -4 17 -16 18 -6 -3 24 21 23 -23 -1 -20 26 27 -15 29 -5
right_child=1 5 3 4 6 -7 8 -9 -10 10 -12 -13 -14 25 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015082397008272448 0.014801845601282799 0.0042448813426622855 -0.020664761026953377 0.018926019947593641 -0.000597683722975827 0.023862810729320751 0.012642234782838133 -0.021705140062159844 -0.02220537858239198 -0.011885476788184367 0.018488586548888544 -0.024926147295315913 -0.026191342886384944 -0.014430863613724421 -0.019387438700012291 0.01580204611592852 0.0072114741044201043 0.021732485578108109 -0.021358560527202329 0.0096736865850022124 -0.024620327477289001 -0.021822627306175246 -0.0070563340290705802 -0.018061007669891323 -0.0022314600341588947 -0.016291927715540271 0.018531290201013167 0.01112545695192871 0.021988806423758101 -0.0038605892772190392
leaf_weight=6.4152898937463743 250.98587073385715 11.185201272368429 13.688802495598791 10.899127036333086 8.8676988780498522 6.8013395369052878 5.8443459570407894 8.4316615313291532 18.979670107364655 18.508701577782631 14.392243951559065 29.897467270493507 16.62844106554985 12.865510970354082 11.118952512741091 9.9084068089723569 15.853932708501814 21.311024487018585 31.307963788509369 5.2734020203351966 48.155025795102119 51.950478002429008 19.768030449748039 4.6524703800678253 9.4723694622516614 7.6420966535806647 9.3037362247705442 14.191088601946829 18.842354446649551 11.857325151562689
leaf_count=16 633 40 83 23 36 11 16 52 118 96 31 194 110 70 66 24 52 39 192 16 311 321 93 27 40 43 20 41 34 52
internal_value=-2.7239e-10 0.00947398 -0.00954118 -0.00434434 0.00351492 -0.00393906 -0.00155963 0.00361912 -0.0140012 0.0132488 0.0014014 -0.0138509 -0.00939548 -0.00455439 0.00778905 -0.00280563 -0.00652604 0.015171 -0.010331 -0.0138711 -0.0186805 -0.0152254 -0.0177525 0.00115016 -0.0169158 0.000457422 0.00397775 -0.00102667 0.0138182 0.00705298
internal_weight=725 363.781 361.219 230.278 126.061 79.8942 84.4618 59.6377 24.824 283.887 32.9009 104.217 74.3197 57.6912 51.2061 21.0274 73.0929 30.1787 57.2389 46.0537 130.941 82.7863 71.7185 11.0678 40.7803 44.0024 36.3603 27.0566 41.5988 22.7565
internal_count=2900 1111 1789 1021 460 351 351 217 134 760 127 561 367 257 165 90 340 75 288 248 768 457 414 43 232 174 131 111 109 75
is_linear=0
shrinkage=0.130957


Tree=1
num_leaves=31
num_cat=0
split_feature=16 5 5 10 10 9 9 19 0 0 18 17 16 16 13 5 13 13 16 9 7 10 10 18 17 2 0 15 0 4
split_gain=311.093 87.2944 81.6555 81.8334 31.8104 27.3348 26.949 25.0227 24.7485 35.4307 23.7494 18.1185 17.9877 16.8836 33.5699 16.2885 37.3265 14.1344 17.1051 13.8791 13.3399 12.9919 16.7077 19.5192 13.5119 13.1235 13.0247 11.5234 11.3248 15.4734
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 83.715897724050009 226.28914430085004 66.290220196950017 12.851036860900001 93.972365491700018 96.249489528150022 17.552559642400002 197.05557773135004 11.934972090850001 13.534968349350001 96.429616222950017 19.385335982600001 108.61908538635001 116.67639440335002 22.694946929300002 205.70977008025002 25.284494767250006 90.988176966900014 86.858705278550005 16.433295803950003 242.64190980425005 205.16057895720004 110.74296730945001 29.049007317550004 86.530713386650021 248.34582299520005
decision_type=2 2 2 2 2 2 2 2 2 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 21 6 7 11 12 13 28 27 20 17 -4 14 -5 16 -8 -3 -19 -15 -9 22 24 -24 -1 -25 -27 -10 29 -2
right_child=1 5 3 4 -6 -7 15 10 9 -11 -12 -13 -14 19 -16 -17 -18 18 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.017869441523863001 0.011170073784601772 0.0023442418703641388 -0.013962997604932329 0.012067801379295034 -0.016111901377322674 0.019516839519052052 -0.016807763152111313 0.00023754731184872884 0.0025919329566719447 0.015069566686084638 0.01260118010575159 0.00585221515000369 0.0073148226682661355 0.014376940146108385 -0.016686155337682425 -0.018624351836843123 0.011953801333241667 -0.016541294639186868 -0.00060311480616554879 0.0034700880482615754 -0.022501125003848189 -0.020147543329895747 0.010700419031693439 -0.022478144928396664 0.0060316718581878833 -0.016548284244679693 0.0076942645460375764 -0.016748078739152631 0.013954581363227515 -0.00092937018350816916
leaf_weight=50.124790906906128 73.474068745970726 13.100928887724875 8.644217178225519 12.060897916555406 11.198598593473433 6.7451930642127982 19.426880076527599 5.5827804505825069 6.7711253017187145 14.320765048265455 6.390100270509719 15.841919600963591 15.357330605387686 43.589229330420494 10.637999191880224 50.845644026994705 9.2834002077579481 30.358247399330139 13.561667263507841 25.888715162873268 10.070977702736853 47.732007995247841 7.8579890429973629 8.4339769780635852 3.524284914135932 5.6926113367080671 6.7360051572322845 11.69951409101486 158.31321427226067 18.398684144020081
leaf_count=311 193 49 50 31 67 11 118 22 26 31 16 52 49 101 63 320 24 183 56 93 67 311 22 56 12 34 22 70 367 73
internal_value=-7.88407e-07 0.00770837 -0.00778524 -0.00354409 0.00286532 -0.00320668 -0.0113066 0.00472592 0.010779 0.00114096 -0.00656688 -0.00531028 -0.000348437 0.00742656 -0.00140794 -0.0146126 -0.00750778 -0.00841152 -0.0116199 0.0103129 -0.0143916 -0.0152496 -0.0124113 -0.0051486 -0.0162993 -0.0111182 -0.00340942 -0.00965825 0.0120423 0.00874701
internal_weight=721.664 362.585 359.078 228.977 125.419 79.608 103.557 114.221 282.977 32.7914 22.0439 72.8628 24.0015 92.1768 22.6989 79.5559 28.7103 57.0208 43.9199 69.4779 15.6538 130.102 82.3697 28.7206 53.6491 20.8626 12.4286 18.4706 250.186 91.8728
internal_count=2900 1111 1789 1021 460 351 561 393 760 127 105 340 99 288 94 462 142 288 239 194 89 768 457 134 323 112 56 96 633 266
is_linear=0
shrinkage=0.0117989


Tree=2
num_leaves=31
num_cat=0
split_feature=16 5 5 10 0 5 6 0 0 16 9 10 5 0 0 13 0 9 16 5 13 10 5 17 6 8 18 12 5 8
split_gain=255.079 71.4305 67.8197 67.3077 27.6203 25.8846 30.23 29.5607 23.8452 25.9164 22.4057 21.9627 36.5664 20.7272 19.3202 17.7764 36.4063 14.7589 14.7166 13.6085 30.6898 11.188 14.1229 15.6874 16.3557 17.586 12.3002 11.0361 12.783 11.0305
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 98.615332683000005 13.999568943650003 11.175261108200003 103.44649194340002 86.692020874450009 22.794946695500006 66.290220196950017 66.697957758300021 20.766972852450003 92.031298721500022 87.181320254150009 109.41218053485001 95.590817286200021 202.64563922830004 11.934972090850001 19.385335982600001 108.61908538635001 90.988176966900014 2.7861270712500006 193.73902333365001 4.9151148409000003 2.8477776226000002 16.697634278350005 207.71672397260002 16.222050829800004 6.844658496400001
decision_type=2 2 2 2 2 2 2 2 2 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 21 10 27 7 -7 -6 9 -3 18 14 13 -13 17 16 -15 -2 -4 20 -12 22 26 -24 -25 -26 -1 28 -5 -9
right_child=1 8 3 4 5 6 -8 29 -10 -11 19 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.014472941166444918 0.012089746487025928 -0.011801763609987723 -0.015675597684372333 0.017415106865221335 0.01170161462610594 0.010145172419607131 -0.019325647011845873 0.0045606478891709497 0.016932366241400581 0.008869217984156786 -0.018910777254062056 -0.018231601129968408 -0.030815832010787365 -0.016922076639129473 0.019210668826994279 0.01759101104611524 0.017432889808478111 -0.0054942444563975314 0.0081111450372646585 -0.021020872520769934 0.013334882781374622 -0.022862753503135984 -0.0240528897389112 -0.019431766676644525 0.013526269626556831 -0.014190208479697855 -0.016750566199425287 0.021234450357789716 -0.0044411881650329235 -0.026169195719591132
leaf_weight=6.3582800030708295 102.18836584687233 51.63234306871891 8.5330385863780993 10.914841473102571 36.504243537783623 10.274598538875578 25.664326503872871 3.7617107331752759 10.376228421926497 16.994106456637383 19.136620342731479 5.7508250176906577 5.5180941820144644 12.029779523611071 95.978644192218781 33.740125998854637 14.15176001191139 11.161282852292059 15.33905754983425 49.935424715280533 9.2195571362972242 46.638160035014153 30.996004357933998 20.042175605893135 9.3953461796045321 9.9221033304929716 4.572191134095192 18.540476188063622 11.674736455082892 7.1286909282207489
leaf_count=16 275 274 50 24 105 31 153 14 24 53 118 31 37 69 194 75 31 48 49 320 24 311 206 124 29 55 27 34 51 48
internal_value=-3.94926e-06 0.00861355 -0.00874225 -0.00397139 0.00319732 -0.00160775 -0.0109002 0.00543864 -0.00358132 -0.00668297 -0.0127049 0.012048 0.00508169 0.00809796 0.0144172 0.0106249 0.00164762 0.0103583 -0.000391384 -0.0164594 -0.00842662 -0.0171942 -0.0139418 -0.0163272 -0.0102432 -0.000709862 0.00141222 0.0129329 0.00611935 -0.0155546
internal_weight=714.073 359.522 354.552 226.627 124.464 83.3336 35.9389 47.3946 79.0027 68.6264 102.164 280.519 71.1906 65.6725 209.328 59.9217 26.1815 113.35 23.8721 78.2916 28.3562 127.924 81.2861 70.3556 39.3596 19.3174 10.9305 41.1301 22.5896 10.8904
internal_count=2900 1111 1789 1021 460 351 184 167 351 327 561 760 243 206 517 175 100 323 99 462 142 768 457 414 208 84 43 109 75 62
is_linear=0
shrinkage=0.014519


Tree=3
num_leaves=31
num_cat=0
split_feature=16 5 5 10 10 9 19 6 7 17 18 10 16 15 0 17 5 7 13 18 17 3 10 6 17 2 18 13 9 16
split_gain=210.349 58.8202 56.9925 55.8061 23.4305 20.1388 19.9374 19.6119 26.8171 18.349 18.2582 18.1122 30.6306 17.1808 16.4861 16.4606 15.7679 15.1558 22.1513 14.5314 20.2505 20.3083 13.2933 15.8601 15.4513 13.1799 14.5471 32.3333 12.1247 10.9516
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 83.715897724050009 226.28914430085004 12.851036860900001 15.675366252400002 19.468732114900003 193.52305340940003 17.552559642400002 66.697957758300021 19.974953289850003 30.046989284200006 87.181320254150009 166.83257850275001 20.766972852450003 25.396105459650006 109.47132661375001 13.278511569200001 174.35320691475002 108.48197402175002 65.555363052850012 14.815346158200002 173.06150329755005 187.77144079505004 15.946034773700001 104.02719889955002 202.64563922830004 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 11 -1 7 6 19 25 8 -4 15 -8 14 13 -13 28 -10 17 18 -15 20 21 -3 -17 24 -24 26 27 -5 -2 -21
right_child=1 5 3 4 -6 -7 10 -9 9 -11 -12 12 -14 16 -16 22 -18 -19 -20 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.01241755447953018 0.0085941495593980077 0.0070047142647093443 0.01555003809253302 -0.015025915115221639 -0.01361862339821393 0.016603987465371207 -0.012655002197564784 -0.01716079844333503 -0.020854948050692747 -0.018862421688644243 0.010312940891896941 0.011592351125630267 -0.017104364032858969 -0.017081274297642481 0.013792431741883824 -0.019876591034535575 -0.021233370459453223 0.016361530239941469 0.0098728137775966375 -0.0027800612886218451 -0.016835025318475874 -0.015423519429267866 0.0085442847675789406 0.015675356155977611 -0.0088257512954825167 0.011062263502291687 0.0080915267402276048 0.011654242227439193 -0.0038532261235366553 0.012177679361297735
leaf_weight=124.81331820785999 101.17864379286766 14.332216769456865 6.7453557401895514 14.220407858490946 10.88943926990032 6.4921577274799338 15.329799994826319 28.173881068825722 7.0607168972492209 15.805820018053053 6.2852062880992881 34.974645733833313 8.1228480190038663 7.6220460683107438 94.135801821947098 4.8210457414388648 4.0015382170677176 7.55699299275875 8.0996080040931684 20.344037517905239 19.965864673256874 8.1599674522876722 9.6207410991191882 6.9071733504533759 20.97507555782795 39.632356494665146 26.814756438136101 9.9386449009180051 11.193679735064505 9.1349400877952558
leaf_count=768 275 46 15 84 67 11 89 194 48 110 16 86 47 48 194 33 27 14 21 91 128 52 31 13 117 100 79 25 48 23
internal_value=-5.17939e-06 0.00613714 -0.006276 -0.00284197 0.00227494 -0.00253869 0.00381718 -0.00913452 -0.005991 -0.00821988 -0.00597639 0.00859461 0.00362262 0.00632702 0.0102891 -0.00481369 -0.000423403 0.00315378 -0.00319485 -0.00426628 -0.00851636 -0.00113205 -0.0021376 0.000142761 -0.00336381 0.00615354 0.00233699 -0.00405013 0.00735424 0.00185504
internal_weight=703.349 355.315 348.034 223.22 123.111 78.4292 112.221 100.11 71.9359 65.1906 21.615 276.886 70.3777 62.2548 206.508 49.3848 27.2802 23.2786 15.7217 71.937 42.458 22.4922 42.324 37.503 30.5958 90.6062 50.9738 24.1591 112.372 29.479
internal_count=2900 1111 1789 1021 460 351 393 561 367 352 105 760 243 196 517 242 110 83 69 340 226 98 194 161 148 288 188 109 323 114
is_linear=0
shrinkage=0.0113486


Tree=4
num_leaves=31
num_cat=0
split_feature=16 5 5 10 0 5 8 0 0 16 6 17 16 0 0 10 0 0 2 7 15 13 7 5 5 8 6 8 13 6
split_gain=173.978 48.5993 47.5572 46.6209 20.7449 21.2708 23.7763 21.6678 18.0298 19.3353 17.0967 22.3736 16.0761 15.0747 23.214 10.5508 13.9593 11.2778 13.951 16.4446 12.7596 9.537 13.7492 9.50659 10.9435 9.65706 19.7196 9.48995 9.48107 9.22194
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 98.615332683000005 13.999568943650003 3.6471537973500001 103.44649194340002 86.530713386650021 22.724946859200003 15.675366252400002 193.52305340940003 11.934972090850001 93.972365491700018 96.249489528150022 90.988176966900014 103.82556453975 104.3578792496 203.55719022600002 24.620903395300001 13.612549286700002 116.67639440335002 23.124786352450005 26.225713454500006 20.766972852450003 3.1475436881500003 14.755344756250002 8.8430989333000021 117.19526682250002 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=2 13 15 10 29 7 -7 -6 9 21 11 12 -4 27 -15 16 -1 -18 -19 -20 -21 -3 -23 24 25 -14 -27 -2 -29 -5
right_child=1 8 3 4 5 6 -8 -9 -10 -11 -12 -13 23 14 -16 -17 17 18 19 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.01634929008479619 0.0099185734231125172 0.00070189314222774324 -0.013934415351205974 -0.0013408347939535866 0.0084274862342461707 0.011237649097096285 -0.013150645076659388 -0.011033421884973332 0.011358840319208275 0.0055648209665407492 -0.016926478996845878 -0.018597178842522592 0.017027161232884523 -0.0083582434446190929 0.012237699633936503 -0.016702455081468805 0.0091814373091516355 -0.014835297184364996 0.016711419333967036 0.0035606045489412017 -0.016350175820997834 -0.017629154217875261 -0.0025769371720056789 0.015377114595512461 -0.010481645742395386 -0.010666052137357735 0.01389319872956281 0.0064647425901576882 -0.013140704357918597 0.012298841543963769
leaf_weight=26.882250055670738 224.07334521412849 11.339530348777769 12.862266734242437 9.0942531526088697 35.898886352777481 7.0953107327222815 28.14591209590435 10.477589860558508 11.447251930832861 18.321933031082153 27.029529079794884 15.169489681720732 5.7369212210178402 17.977357774972919 13.647032424807547 43.733836486935616 6.2860817164182654 21.305387616157532 5.3943837285041836 8.6495105922222155 9.6563378274440748 22.244724228978157 14.027351215481756 5.8331382870674124 11.708809107542036 11.288528069853784 7.8630613982677451 11.721088439226152 4.9833757579326621 30.912946373224258
leaf_count=184 572 45 83 36 105 18 166 62 29 60 194 110 12 96 31 311 20 139 14 37 63 153 64 13 65 67 17 35 26 73
internal_value=-7.12875e-06 0.0058927 -0.00605849 -0.00274206 0.00217497 -0.00126772 -0.00824041 0.00403079 -0.00243417 -0.00482889 -0.00887625 -0.00578815 -0.00227401 0.0082581 0.000529628 -0.0120194 -0.00939955 -0.00575715 -0.00784367 -0.00155853 -0.00694234 -0.00882861 -0.0118081 0.00126069 -0.000989282 0.0034764 -0.000582769 0.00927318 0.000615928 0.00919833
internal_weight=690.807 349.783 341.024 219.117 121.625 81.6177 35.2412 46.3765 77.3808 65.9335 97.4917 70.4622 55.2927 272.402 31.6244 121.908 78.174 51.2917 45.0056 23.7002 18.3058 47.6116 36.2721 42.4305 36.5973 24.8885 19.1516 240.778 16.7045 40.0072
internal_count=2900 1111 1789 1021 460 351 184 167 351 322 561 367 257 760 127 768 457 273 253 114 100 262 217 174 161 96 84 633 61 109
is_linear=0
shrinkage=0.0119063


Tree=5
num_leaves=31
num_cat=0
split_feature=16 5 5 6 16 16 4 8 19 0 4 9 8 10 16 0 4 9 18 6 18 7 6 18 17 3 9 16 7 15
split_gain=144.416 40.5779 40.1843 37.5576 23.491 43.9856 18.2092 21.5091 15.4009 24.9923 19.2992 15.3285 14.2687 13.7913 26.081 14.4437 14.149 12.5399 20.4718 15.996 14.5949 13.2197 17.2841 10.4155 16.2176 14.5609 11.4092 15.1054 9.92069 16.6277
threshold=18.594956516900002 10.718565385000002 23.803605515150004 15.675366252400002 13.534968349350001 15.644963415300001 323.29283506040002 2.9476996444500005 11.850956171350001 98.615332683000005 312.59262463035003 226.28914430085004 8.0437227585500022 66.697957758300021 19.974953289850003 87.181320254150009 267.25332376775003 191.87997069285004 17.552559642400002 14.755344756250002 14.873215527100003 22.372035319250003 13.475314848550001 13.278511569200001 174.35320691475002 108.48197402175002 208.21354399485003 22.674946976100003 22.726915405250001 36.508287084250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 6 8 12 -8 -6 -10 -11 23 -3 15 16 28 -15 21 19 -19 -21 22 -7 24 25 -4 27 -25 -2 -30
right_child=2 3 11 -5 5 17 7 -9 9 10 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.01475863082240079 0.012336695070668424 -0.02170409214637881 0.0080667482540899421 -0.020446149294878039 0.020816589766098754 -0.026488225221882919 0.013091644887630313 -0.018577125480889255 0.013266774188430266 -0.022483725727302319 0.0084507605220352031 0.02002120904959527 0.0014793294236744626 0.010300607201051071 -0.021575704027058672 0.016059679094398024 -0.0098365728993313785 -0.020491022521733921 0.012569847539063489 0.014822769061271801 -0.024083245573306572 0.015750812024827688 0.0088853877000374549 -0.0018132293806627602 -0.019954334332627562 -0.017708576702775414 -0.021626651756088428 0.023685198246992618 -0.021284809621195239 0.0061404605313289343
leaf_weight=106.74931694567204 56.105298683047295 26.370277613401413 14.292935863137247 26.2038184851408 21.410680398344994 5.863669306039812 13.251189336180689 7.7086919099092475 34.359500646591187 10.114592522382738 8.3797520846128446 6.1354584693908683 7.8223092854022971 50.841476514935493 8.1482521891593915 89.892239466309547 9.3940202891826612 30.712478116154671 7.1221235096454611 6.4683778882026655 3.3134425282478333 9.8504025489091855 6.7548222839832306 17.686279654502876 18.946818426251411 7.6440419703721991 3.9930158406496039 7.5260736793279639 5.6121833920478812 47.902153089642525
leaf_count=702 143 180 46 197 42 41 39 52 90 66 28 11 32 149 47 194 47 211 19 16 24 26 24 78 128 52 23 13 31 149
internal_value=-1.50297e-05 -0.00710071 0.00683047 -0.00347885 -0.00125026 0.00194712 -0.00961873 0.0014444 0.0100309 0.00566167 -0.00846737 -0.00282675 -0.0164004 0.00957825 0.0037361 0.0115807 0.00716012 -0.00661868 -0.0109988 -0.0151441 0.00164395 0.00266381 -0.00755233 -0.00482681 -0.0097383 -0.000914784 0.00204865 0.00579824 0.00790772 0.0032643
internal_weight=676.576 332.455 344.12 225.706 199.502 144.35 55.1525 20.9599 74.2645 52.8538 18.4943 76.2246 34.1926 267.896 68.3837 199.512 60.2355 70.0853 47.6164 40.4943 9.78182 22.4689 12.6185 70.0892 40.8838 21.937 29.2054 25.2124 109.62 53.5143
internal_count=2900 1789 1111 1087 890 587 303 91 226 184 94 351 212 760 243 517 196 361 270 251 40 91 65 340 226 98 114 91 323 180
is_linear=0
shrinkage=0.0150745


Tree=6
num_leaves=31
num_cat=0
split_feature=16 5 5 6 16 16 12 8 8 0 16 10 5 0 13 3 0 18 9 7 6 6 18 19 18 13 7 19 9 2
split_gain=151.299 42.0889 41.6702 33.5991 25.0431 32.2779 30.2362 30.5838 17.632 17.3754 17.4642 14.5972 28.6767 18.1326 15.4636 31.5271 14.624 12.5711 15.4896 16.3691 16.0903 15.34 13.0051 12.121 11.2879 17.8329 15.9271 14.7994 11.0048 9.66194
threshold=18.594956516900002 23.803605515150004 7.7286379265000011 15.675366252400002 12.644970430600003 15.644963415300001 247.01970978410003 2.8477776226000002 8.0437227585500022 86.692020874450009 22.794946695500006 66.697957758300021 20.766972852450003 92.031298721500022 109.41218053485001 84.062708822850013 87.181320254150009 17.552559642400002 191.87997069285004 22.372035319250003 13.475314848550001 14.755344756250002 14.873215527100003 12.851036860900001 15.287416123250003 104.02719889955002 26.520549809950001 11.850956171350001 202.64563922830004 317.41815758785003
decision_type=2 2 2 2 2 2 2 2 2 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 6 23 8 -8 -4 10 29 16 13 -13 15 -15 28 18 19 20 -7 -20 -23 24 25 27 -26 -6 -2 -3
right_child=1 9 3 -5 5 17 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 21 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.01378195957970969 0.0079315184288522821 -0.006456217181141608 -0.018512961066942529 -0.016641457620216172 0.0036361435583488473 -0.019593061049530933 0.013768203099780675 -0.015422323673738343 0.0019548004794837873 0.012655091435923712 0.0062698180842175764 -0.015480665419647179 -0.02384058594414026 0.01304599649771297 0.013062656447383424 -0.014267071817313211 0.013285052578220066 0.0087683966001920882 -0.01611117882320216 0.010011167022090669 0.0054776388390712803 0.011548421408944689 -0.018583239564030577 -0.010627850145243208 0.013438972840708099 0.010981191287028352 -0.0029499319265746914 -0.021163358177581866 -0.0049397340510792366 -0.024111270000646882
leaf_weight=77.091248661279678 98.968321919441223 44.095727801322937 33.947668239474297 26.271876215934753 7.1507142484188098 8.7517928332090396 14.364537164568903 8.6377521902322751 7.7736241668462744 10.022229701280592 16.437650367617607 5.6840016543865195 5.4664991647005072 13.628457412123682 32.553975179791451 11.894225388765333 90.516628101468086 8.5581115335226041 30.747864127159119 13.09783613681793 6.8649950772523871 6.4943228513002378 3.2200469970703125 6.4246124476194373 43.395655155181885 12.747034728527067 11.214450582861899 7.3165989965200424 11.102741703391073 5.2087018042802802
leaf_count=515 275 239 242 197 27 63 39 59 31 24 53 31 37 31 75 69 194 25 212 42 24 16 24 37 102 32 51 51 48 35
internal_value=5.78506e-06 0.00569271 -0.00587705 -0.00350565 -0.00200981 0.000512322 -0.00847784 0.00280666 -0.0146994 -0.00238089 -0.00467309 0.00795979 0.00310609 0.00541635 0.00746156 0.000317405 0.0096349 -0.00524769 -0.00698167 -9.56245e-05 -0.00857221 -0.0118685 0.0015606 0.00558608 0.00685915 0.000409153 0.0100734 -0.00890579 0.00663321 -0.00832136
internal_weight=679.65 345.579 334.071 256.979 230.708 165.984 64.7236 23.0023 41.7213 75.7643 65.7421 269.815 69.2272 63.7607 58.0767 25.5227 200.588 77.735 69.1769 28.7146 15.6168 40.4622 9.71437 88.2491 81.8245 27.2143 54.6101 14.4673 110.071 49.3044
internal_count=2900 1111 1789 1274 1077 706 371 98 273 351 327 760 243 206 175 100 517 406 381 129 87 252 40 300 263 110 153 78 323 274
is_linear=0
shrinkage=0.0122591


Tree=7
num_leaves=31
num_cat=0
split_feature=16 5 5 6 16 16 12 8 8 0 16 10 5 16 6 10 0 0 18 9 7 6 17 6 19 0 4 18 15 9
split_gain=122.975 35.3116 34.0877 29.3439 21.2847 27.8608 27.7621 26.6121 15.9058 14.0999 14.5586 11.9244 23.4168 16.2234 13.5371 15.0006 13.9008 12.782 11.0268 14.1293 14.121 15.2637 13.485 17.6478 10.7406 25.8165 14.8589 12.2302 9.03874 8.93673
threshold=18.594956516900002 7.7286379265000011 23.803605515150004 15.675366252400002 12.644970430600003 15.644963415300001 247.01970978410003 2.8477776226000002 8.0437227585500022 86.530713386650021 22.794946695500006 66.697957758300021 20.766972852450003 18.934955721800005 14.980350013450002 70.026268923800004 94.776214472700005 87.181320254150009 17.552559642400002 191.87997069285004 22.372035319250003 13.475314848550001 191.89151741935004 14.755344756250002 11.850956171350001 98.615332683000005 312.59262463035003 15.150044688000003 43.376643616500012 202.64563922830004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 6 24 8 -8 -3 10 -4 17 13 -13 15 -15 -17 29 19 20 21 -7 23 -21 -6 27 -27 -26 -12 -2
right_child=2 3 9 -5 5 18 7 -9 -10 -11 28 12 -14 14 -16 16 -18 -19 -20 22 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.013921843902071044 0.0077499636624667493 -0.019203449570982696 -0.0084593891591252194 -0.017175437345177201 0.01240372928496797 -0.02054734457806703 0.014310144567181049 -0.015630351890735795 0.0020552168795484357 0.011475634780413356 -0.003623325516550582 0.012497951121022392 -0.023617309909342174 0.01284285708729368 -0.017924247561962058 -0.020265708650844066 0.0076875677046905136 0.013290866984772508 0.0090094795278726405 -0.014846571184888522 0.010240498322040426 0.0061836972853826508 -0.017743987120345753 0.016517902799935574 -0.00044063001216084065 -0.019002468412896784 0.0023264571540604108 0.015765662161357802 0.016158866369131174 -0.0048204863502002175
leaf_weight=74.065275713801384 97.384743824601173 32.583949029445648 47.428132995963097 24.87348672747612 28.576292052865028 8.4535816833376902 14.243446826934816 8.3084553331136686 7.689278542995452 11.148005142807959 8.3117923885583895 29.494217157363892 5.3636901080608359 13.737304568290712 6.7098740041255942 6.7424863725900632 5.8930318504571915 87.41004940867424 8.4550078064203245 7.2544999420642835 13.009240001440046 6.8238131254911414 26.236273154616356 5.6335886418819427 13.226426497101782 11.683510661125185 11.413691326975821 21.793886676430702 8.0241571664810163 11.140581980347632
leaf_count=515 275 242 269 197 76 63 39 59 31 29 35 74 37 33 38 43 18 194 25 50 42 24 191 11 55 79 46 44 18 48
internal_value=-6.07522e-06 -0.00585782 0.00559584 -0.00347124 -0.00195884 0.000581117 -0.00853097 0.00327962 -0.0151446 -0.00231922 -0.004731 0.00784285 0.00304325 0.00532842 -0.00106344 0.00322635 -0.00722869 0.00950712 -0.00530266 -0.00709775 6.07651e-05 -0.00860764 -0.0122733 -0.00113666 0.00573002 0.00244857 -0.00846259 0.00964489 0.00609361 0.00645955
internal_weight=663.112 324.324 338.788 250.258 225.385 162.56 62.8251 22.5519 40.2732 74.9121 63.7641 263.876 67.9406 62.5769 33.0827 26.3728 12.6355 195.935 75.866 67.411 28.2866 15.2774 39.1244 12.8881 86.6938 58.1175 23.0972 35.0203 16.3359 108.525
internal_count=2900 1789 1111 1274 1077 706 371 98 273 351 322 760 243 206 132 94 61 517 406 381 129 87 252 61 300 224 125 99 53 323
is_linear=0
shrinkage=0.0132952


Tree=8
num_leaves=31
num_cat=0
split_feature=16 10 5 3 13 16 7 5 6 12 9 3 18 0 0 7 0 17 16 15 18 10 7 15 8 6 7 6 10 17
split_gain=102.657 31.9365 28.3462 23.5336 21.2842 17.1782 14.7546 18.3747 14.7063 14.0086 12.0623 11.7444 11.2509 10.7532 18.6128 10.7468 10.5089 16.4166 9.89013 17.0535 9.70919 22.9015 9.1857 9.9861 9.0324 8.10992 18.9758 8.30456 8.75426 11.4987
threshold=18.594956516900002 90.988176966900014 23.803605515150004 84.146051024900018 95.99139754765001 15.919962772200003 21.725272673150005 2.7861270712500006 11.175261108200003 216.11788648010003 226.28914430085004 73.962171626800014 16.783625647500003 93.972365491700018 96.249489528150022 25.159995955100005 102.65877371115 168.75790693355003 17.614958808600004 22.530191796700006 15.502113896900001 75.645146416450004 24.575790737200006 13.612549286700002 7.6440346712000009 15.675366252400002 19.468732114900003 11.125259939900001 65.555363052850012 191.75198759630004
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -1 12 18 -9 -4 22 -8 -2 -15 -10 17 -6 19 -7 21 -19 -11 -24 -18 26 -5 -28 -29 -30
right_child=2 -3 10 25 5 8 7 9 15 11 -12 -13 -14 14 -16 -17 24 20 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.012245931745900281 0.0081431477287207607 -0.016439214138017438 -0.00363987267770188 0.014320929933359098 -0.014717575673989326 0.014854237258031177 0.018488771942234951 -0.019205894183427365 -0.00015218993467962607 0.014131795995321678 0.016232037473137798 -0.018106570033192469 -0.010018944524121295 -0.0089751331623502441 0.011830940059539913 -0.019542662667954031 0.005127751823218501 0.010431650309856043 0.014164128494075312 -0.017754176722174098 0.012690856763537027 -0.018357774667521535 0.0059110387405465091 -0.01590796313509368 -0.021954841217681886 -0.016288627008340707 -0.019051076863791983 -0.020449474773782776 0.00023131708725158918 -0.018907633702271717
leaf_weight=6.2766206115484229 227.77792081236839 39.829901151359081 68.259140238165855 6.3899405747652045 5.4884889945387831 4.6633176133036631 6.1794132590293867 25.016009472310543 7.821762382984164 5.6275286674499574 5.7546688616275778 9.2481649518012983 3.9383837729692459 17.66775651276112 12.943203762173651 13.602556794881819 4.3321653157472593 16.71680481731892 8.3841386586427671 6.9239936023950577 43.380048774182796 6.7349952310323706 6.8583625480532628 7.7774901986122131 4.2276339009404182 23.475061468780041 12.623461030423639 6.7071885764598838 25.281011767685413 6.9545699805021277
leaf_count=18 633 319 340 15 36 14 15 196 39 16 11 66 26 96 31 108 16 45 23 49 110 45 30 53 30 197 100 51 115 57
internal_value=-1.00978e-05 -0.0054089 0.00509726 -0.00380915 -0.00130406 0.00202794 -0.00704873 -0.00892211 -0.00487795 -0.0119493 -0.00209481 -0.00579805 0.00739206 0.00715739 -0.000177721 -0.0124634 0.00556248 0.00719711 0.00325936 -0.00463091 0.00899682 0.00216377 -0.000180468 -0.00568358 -0.00824818 -0.00975255 -0.00710512 -0.00976018 -0.00674849 -0.00389776
internal_weight=646.862 314.459 332.403 274.629 193.198 122.276 70.922 64.6454 41.3958 54.5276 74.0138 29.5115 10.1178 258.389 30.611 21.4243 80.8801 72.3203 19.9714 11.5873 66.8318 23.4518 20.2634 14.6359 8.5598 81.4312 57.9562 51.5662 38.9428 32.2356
internal_count=2900 1789 1111 1470 935 515 420 402 233 361 351 165 41 760 127 147 282 236 86 63 200 90 99 83 46 535 338 323 223 172
is_linear=0
shrinkage=0.0131813


Tree=9
num_leaves=31
num_cat=0
split_feature=16 10 5 3 13 16 18 9 7 5 0 16 12 0 0 6 18 17 9 7 0 3 6 2 15 0 7 18 10 16
split_gain=113.733 32.9399 31.894 23.6515 22.1332 18.5854 14.4793 15.5322 13.7974 17.0651 13.3124 16.4094 13.1119 11.7919 19.6079 11.7582 10.5722 10.1706 10.018 11.6236 9.90994 9.88693 9.37341 14.8785 18.5547 13.0706 10.5625 9.67057 9.25897 22.3907
threshold=18.594956516900002 90.988176966900014 23.721757872050002 84.146051024900018 95.99139754765001 15.919962772200003 17.327266398450003 191.87997069285004 21.725272673150005 2.7861270712500006 86.420486603250012 22.724946859200003 216.11788648010003 93.972365491700018 96.249489528150022 6.9451622726000011 16.783625647500003 170.40599686135002 71.82068887245002 23.124786352450005 102.65877371115 73.962171626800014 16.455384477450004 162.53466164215004 42.133814420300006 86.001087134900004 22.557405306150006 13.512826932300003 66.697957758300021 19.214955067100004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 17 7 15 -1 16 11 18 -11 22 -15 -7 -10 -6 -4 -20 -19 -14 25 27 -25 26 -2 -24 -27 -30
right_child=2 -3 10 -5 5 6 -8 -9 9 12 -12 -13 21 14 -16 -17 -18 20 19 -21 -22 -23 23 24 -26 28 -28 -29 29 -31
leaf_value=0.0085384011196147705 0.0052211009561280207 -0.012733024753118244 0.00099577438912812257 -0.0075609229090962526 -0.0067893382140127752 -0.0071807165720315152 0.0071701280910048881 -0.012475749047095426 0.01311208575498223 -0.014551533977098036 0.007538047498054516 0.0044651744503441861 -0.00076724350558827635 -0.0068936610205947045 0.0092941226517315872 0.012431050006123025 -0.0078183651816603281 0.0067134919399226443 -0.014379296651994099 -0.0021404175519165736 -0.0050665042231721347 -0.013250889332887761 0.0078041078013397725 -0.011545607984962269 0.0093852897391679176 0.010449757316173784 -0.013838944624328841 -0.0043109048288503841 0.012132843250202781 -0.0036344133092324517
leaf_weight=6.3528173714876166 7.99969235062599 40.609564691781998 12.282834798097609 82.237120062112808 7.6060300394892684 6.7595614269375783 9.1940532028675062 20.414291314780712 6.2331776767969114 25.006745986640453 13.371960982680319 18.575766310095787 20.393036060035232 17.823499739170078 13.086161836981772 5.6679878830909729 3.9925147294998169 65.140774957835674 20.166266649961472 12.787796020507811 8.0968752130866033 9.3225862234830839 50.552649855613708 12.004099667072298 6.6299791038036338 102.57380627095699 4.6284917742013931 7.6499325633049002 18.894539594650269 17.49006412923336
leaf_count=18 23 319 55 535 43 43 27 151 15 196 37 61 99 96 31 12 26 196 145 60 43 66 130 62 16 223 25 32 38 77
internal_value=2.82371e-05 -0.00428783 0.00409433 -0.00304712 -0.00113548 0.0014471 -0.003969 -0.00708739 -0.00558629 -0.00696788 -0.00157252 -0.00348164 -0.00919305 0.00578094 -4.02713e-05 0.00176387 0.00494001 0.00426328 -0.00674487 -0.00963001 0.00541114 -0.0046837 0.00656865 0.00371138 -0.00409842 0.00801696 -0.0017648 0.00621176 0.0089059 0.00455353
internal_weight=653.545 317.027 336.518 276.418 194.18 122.88 42.0359 32.8418 71.3009 64.9481 77.1846 63.8127 54.7224 259.333 30.9097 12.4275 10.2257 80.8437 45.2369 32.9541 73.2377 29.7156 228.423 76.8367 18.6341 151.587 12.6282 58.2026 138.958 36.3846
internal_count=2900 1789 1111 1470 935 515 233 206 420 402 358 321 361 753 127 55 41 282 260 205 239 165 626 240 78 386 48 162 338 115
is_linear=0
shrinkage=0.0100422


Tree=10
num_leaves=31
num_cat=0
split_feature=16 10 5 6 6 10 15 16 12 19 6 12 8 8 3 16 18 16 13 0 16 19 6 6 0 2 15 0 10 18
split_gain=90.1026 28.632 25.0458 21.153 15.8985 18.7752 16.4102 21.858 19.7684 18.2975 13.5545 15.9183 14.9291 12.4477 12.4007 12.2953 12.195 11.6053 11.3336 11.321 13.6522 10.0089 9.94864 10.6735 13.6869 12.8912 17.024 9.20622 20.8391 9.04942
threshold=18.594956516900002 90.988176966900014 23.721757872050002 15.675366252400002 5.0951190466500007 86.858705278550005 29.049007317550004 13.534968349350001 247.01970978410003 11.850956171350001 13.665319288000001 123.93044755685001 7.6440346712000009 2.9476996444500005 83.960547413900017 17.654958715000003 16.556821279000005 9.6249774926000011 82.390487865700024 86.420486603250012 22.724946859200003 12.851036860900001 14.855347092800002 16.455384477450004 86.001087134900004 162.53466164215004 42.133814420300006 96.249489528150022 69.873026810350026 13.512826932300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 4 5 -1 7 8 17 -9 12 21 14 -10 -11 -14 -7 -6 -18 20 -4 -12 27 24 -24 29 -27 28 -2 -25
right_child=2 -3 19 -5 6 16 -8 9 13 10 11 -13 15 -15 -16 -17 18 -19 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.014021828551186163 0.0063502258292221572 -0.013795824286067774 -0.0070975571917527448 -0.013794650106935442 0.0013206973129759215 0.013705981531463659 -0.011408592967762294 0.012815996811346269 0.0091209747885601967 0.0069381118664276313 0.0015999600741266687 0.009653987183851331 -0.014000400972986439 -0.011331135681486772 -0.010313641902571672 0.0041411274406995529 0.011634795259850665 -0.014158274650287404 -0.013516425683577643 0.0080671152466442846 0.0046702167316977688 -0.018452226084534538 -0.002865025517176652 0.0081130373734654496 0.010228867314689754 -0.012769184377659941 0.010220423066442068 0.009701216995247907 -0.011105930614406751 -0.0053543951933346066
leaf_weight=28.462566696107388 19.614556357264519 37.992921829223633 44.222235560417175 22.535093635320663 8.2306031361222249 6.3915468156337765 17.44821310043335 20.537387698888779 14.404263004660608 22.027365379035476 11.298112109303473 34.512770667672157 19.148595854640011 5.388654261827468 7.3137526810169211 6.626893810927867 3.3458072692155829 28.432627201080322 8.021374046802519 13.17413482069969 18.395775526762009 4.6223315149545661 11.561637744307516 49.40771795809269 116.76139822602272 12.06680564582348 6.5480853617191306 12.653614960610865 16.6726104170084 7.5843407809734336
leaf_count=223 57 319 260 197 39 17 124 45 41 80 43 98 130 38 48 30 13 210 58 37 61 36 45 130 282 62 16 31 98 32
internal_value=6.71502e-06 -0.00446791 0.00418288 -0.00314922 -0.00217488 -0.00824268 -0.000772513 0.000244125 -0.0056923 0.00290219 0.000973206 0.00527371 -0.00296187 0.00355285 0.00263783 -0.0093362 0.00101977 -0.0106834 -0.00611343 -0.00160545 -0.00364045 -0.00422198 0.0059178 0.00703325 0.00904913 0.00361181 -0.00468222 0.00126985 -0.00167023 0.00632083
internal_weight=635.404 306.741 328.663 268.748 246.213 46.2213 199.992 182.543 56.4561 126.087 105.55 50.4332 55.1166 19.7929 29.3411 25.7755 17.7587 36.6632 11.3672 75.7921 62.618 15.9204 252.871 203.93 128.323 75.6069 18.6149 48.9408 36.2872 56.9921
internal_count=2900 1789 1111 1470 1273 311 962 838 328 510 465 177 288 79 128 160 88 249 71 358 321 79 753 567 327 240 78 186 155 162
is_linear=0
shrinkage=0.0114795


Tree=11
num_leaves=31
num_cat=0
split_feature=16 5 10 5 10 19 9 9 15 5 10 16 15 0 5 7 13 6 8 17 15 4 9 2 18 13 17 13 6 18
split_gain=106.774 33.4023 32.7418 29.9622 16.6344 13.2585 12.971 12.8451 12.7129 15.0002 11.2352 26.2772 13.4492 13.3678 12.7095 12.4842 18.7592 10.2697 10.1941 18.0997 10.1958 14.8935 9.79782 9.69398 11.593 22.3768 9.09153 10.0484 9.20847 8.88218
threshold=18.594956516900002 11.848158554650002 74.986474174450009 23.803605515150004 83.715897724050009 12.851036860900001 226.28914430085004 66.290220196950017 23.900317844600004 13.809011005350003 66.697957758300021 19.974953289850003 30.046989284200006 87.181320254150009 20.766972852450003 25.396105459650006 109.47132661375001 13.400313096150002 4.9461400813500012 191.89151741935004 31.385732506450001 195.32149859550003 202.64563922830004 187.77144079505004 15.946034773700001 104.02719889955002 197.05557773135004 116.59305220125002 22.460524786550003 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 -1 7 10 5 23 26 17 -7 -10 13 12 -12 22 15 16 -14 -3 -9 20 21 -20 -2 24 25 -4 27 -5 29 -29
right_child=3 2 4 6 -6 8 -8 18 9 -11 11 -13 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.010098743945495942 0.0064075886424351334 -0.0049757601754822365 -0.014046823907491504 0.0043750183447190021 -0.01252611101192648 -0.015911374976624558 0.014853972832879796 -0.014511204901773534 0.014515970323614532 -0.012745961647937402 0.010100367570665857 -0.017477299015764568 -0.017260214592268324 0.011424552022428359 -0.020847616622467525 0.015143938620535815 0.0089087826947349038 0.012333628684589964 -0.0076248148667119424 -0.016389820990871003 -0.017629226098930612 0.014436660126233803 -0.0053071809644518724 0.010037979005253881 0.0075548388514734928 0.0096446711831118578 0.0046405747825162165 -0.014234865150265617 0.0064430377657224321 -0.0020505370680748685
leaf_weight=110.08992901444435 96.103033468127251 15.40316689014435 13.087134860455992 11.070055499672888 9.8044240996241552 8.5927996709942835 5.8856370151042929 33.765451207756996 6.6003596037626249 4.8220936432480812 32.992284178733826 8.0786421895027143 7.3425046801567131 86.098377659916878 3.8677377253770819 7.0536431670188895 7.7984734326601028 6.8305528163909903 7.3476541861891809 12.663629293441771 3.2481124997138968 9.9393486529588682 10.982917934656141 36.907221123576164 24.783860512077808 9.4987527281045896 15.404683098196982 25.11142686009407 5.2119861394166938 12.308639004826544
leaf_count=768 275 81 84 40 67 59 11 261 13 33 86 47 48 194 27 14 21 18 44 105 25 27 48 100 79 25 52 174 16 58
internal_value=4.49276e-05 -0.00488597 -0.00206311 0.0046534 0.00210616 0.00348172 -0.00189049 -0.00739618 -0.00511484 0.0030071 0.00653857 0.00239777 0.00511666 0.00797754 -0.0011922 0.00223305 -0.00378168 0.00034196 -0.00996543 -0.00534206 0.00147088 0.00505967 0.0052061 0.00552336 0.00200587 -0.0040831 -0.00331657 -0.00559912 -0.00818905 -0.0102271
internal_weight=648.695 313.384 203.295 335.31 114.097 104.292 74.9924 89.1979 20.0153 11.4225 260.318 67.1333 59.0546 193.184 26.0624 22.1946 15.141 22.2337 66.9642 33.1987 20.5351 17.287 107.086 84.277 47.3697 22.5859 69.1068 53.7021 42.6321 37.4201
internal_count=2900 1789 1021 1111 460 393 351 561 105 46 760 243 196 517 110 83 69 99 462 201 96 71 323 288 188 109 340 288 248 232
is_linear=0
shrinkage=0.0117498


Tree=12
num_leaves=31
num_cat=0
split_feature=16 5 5 6 16 15 2 7 16 18 4 6 19 2 16 19 9 7 10 6 6 0 2 10 6 17 4 13 16 0
split_gain=79.7015 26.1785 22.166 21.7853 14.6521 18.477 13.8987 18.8386 12.7231 11.9704 11.9544 11.3214 16.834 14.067 10.4001 13.3941 10.2491 9.30094 11.589 8.55662 9.22636 11.6836 10.5909 15.564 8.68002 8.16082 10.101 17.8592 8.74014 8.11045
threshold=18.594956516900002 7.7286379265000011 23.721757872050002 15.675366252400002 11.934972090850001 28.452330424200003 185.83358638795002 26.626668929150004 16.064962433100003 14.073076155300003 371.16724128940001 13.200308423050002 10.550851274900003 309.73785348360008 13.894967507500002 11.850956171350001 227.14331114760003 22.372035319250003 71.090898343450007 14.855347092800002 16.455384477450004 86.135510041400025 162.53466164215004 62.030794443850006 16.395383075500003 197.05557773135004 376.98468903265001 116.67639440335002 22.694946929300002 86.950112854950021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 11 6 14 8 -8 -7 -9 13 -13 -3 -6 -16 25 -17 -19 -2 21 24 -22 -24 -21 26 27 -4 -29 -25
right_child=2 3 16 -5 5 9 7 10 -10 -11 -12 12 -14 -15 15 17 -18 18 -20 20 22 -23 23 29 -26 -27 -28 28 -30 -31
leaf_value=-0.012112850251575626 0.0014455109253324017 -0.016471369644895366 0.011284462348386376 -0.015337869688962358 -0.013760950082687353 0.0078414180687246104 0.012979067597187463 0.0027524848766820962 -0.0020266165358267573 -0.01723834076353975 -0.021945510777161323 0.016207493363665192 -0.018350356069563579 0.0037409217851998534 0.013977134299765706 -0.01599586897058396 0.016758492401738854 0.015736585024826735 -0.0028472351261538539 -0.014373558761277891 0.0067954015046901668 0.011241603123261732 0.0055990087048605284 -0.030902736139664089 0.0063182373491706837 0.0052204274567513162 -0.02298922300965147 -0.012375444092167296 0.00075522724031360975 -0.0042530313067593965
leaf_weight=66.522521801292896 48.309795908629894 26.181371137499809 10.811485365033148 21.57888875156641 10.97736234217882 4.1760338768363026 42.661441572010517 8.0903047695755941 12.576935485005377 15.104269117116926 5.7728257626295081 6.6893675923347455 3.7994875684380531 7.648272603750228 10.03542137891054 7.5546754673123351 4.8270147144794455 6.6454404890537253 43.714631408452988 5.3927308470010749 56.350143790245056 110.70415152609348 10.87362000346184 4.2470289021730414 9.8518587350845319 16.054696455597878 5.0973016619682303 24.976875014603138 13.383796751499174 3.6505089998245239
leaf_count=515 186 213 32 197 76 16 111 34 66 122 42 17 32 34 23 54 9 15 222 27 162 271 34 29 29 54 36 173 54 15
internal_value=1.6952e-05 -0.00485785 0.00451921 -0.00278836 -0.00150873 0.000266847 0.00183932 0.00613298 0.0095625 -0.0118062 -0.00753215 -0.00821182 0.00368924 -0.0119017 -0.0019198 -6.86476e-06 -0.00172276 -0.00243 -0.000394942 0.00640024 0.00759068 0.00975973 0.00395404 -0.00457559 -0.00100143 -0.0029913 -0.00542061 -0.0035994 -0.00779424 -0.0185843
internal_weight=624.26 299.729 324.531 233.207 211.628 167.309 148.029 69.1015 55.2384 19.2803 13.8631 44.3185 10.4889 33.8296 78.9275 67.9502 75.1512 57.9147 50.3601 249.38 201.07 125.949 75.1213 18.7712 15.2446 70.3242 54.2695 49.1722 38.3607 7.89754
internal_count=2900 1789 1111 1274 1077 781 643 253 177 138 76 296 49 247 390 314 358 291 237 753 567 327 240 78 56 349 295 259 227 44
is_linear=0
shrinkage=0.0131112


Tree=13
num_leaves=31
num_cat=0
split_feature=16 10 15 10 5 6 13 5 6 18 15 16 19 19 7 2 6 18 16 3 9 3 15 16 9 3 13 6 5 6
split_gain=66.4605 24.0151 18.721 18.5647 17.476 17.3183 16.9983 12.0979 13.4821 15.6025 13.0277 14.7138 14.558 12.8111 11.5022 11.2786 10.5684 10.3838 8.66028 10.2983 11.549 9.21689 13.9653 9.5765 8.5755 8.35107 8.1797 7.95316 13.9695 7.7324
threshold=18.594956516900002 90.988176966900014 46.574831689400007 60.474177186300004 29.040033326300005 15.675366252400002 117.61735474900001 10.718565385000002 2.7550643716500001 16.433295803950003 30.046989284200006 13.534968349350001 11.850956171350001 10.550851274900003 23.539316666200005 184.66468190290001 13.665319288000001 17.327266398450003 22.704946905950003 93.883646373400012 187.38923140910003 88.727183679150016 37.965550269150008 18.934955721800005 184.56123852025004 89.227236891450005 117.60122400020002 13.565316951450002 14.950964152900001 13.200308423050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 7 -4 8 9 -1 11 13 -13 29 -8 16 -14 -10 19 21 -21 22 23 -5 -19 -23 -22 28 -17 -9
right_child=2 -3 6 18 -6 -7 14 10 17 -11 -12 12 15 -15 -16 27 -18 24 -20 20 26 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018231862187399323 -0.018220941195635998 -0.014923415860069851 -0.019543712067783214 0.010079820959862609 0.0028278990242422857 -0.014920690040386929 -0.010634681721596607 -0.003703549986586291 -0.014137928851995973 -0.011947730605590965 -0.013381584189421118 0.013632885562729286 -0.010647822397582378 -0.011611670519977701 0.014523749539854495 0.0076955242436391692 0.0014149001317877675 0.0068438371093627179 0.014063837022004441 0.0061775173748710201 -0.027290224293700552 0.016184430595909828 -0.014986856212721075 -0.00040950613324850692 -0.018839143389800656 0.0069030396964498827 -0.0024766684584907098 0.012973923078737508 -0.013193401559911206 0.013895028638135349
leaf_weight=6.8789812698960286 10.82932983338833 34.523648634552956 10.651942670345308 27.701480813324451 19.078372679650784 20.221119329333305 5.8419029116630536 12.325623229146005 35.294061750173569 5.3206650987267494 12.621244117617605 19.081481046974659 20.066043294966221 27.097485817968845 6.9917061328887939 18.812738008797172 34.746515490114689 8.7749993801116926 22.476055607199669 9.8169222623109835 4.4753472208976728 19.412391036748886 7.3541628196835509 33.895550332963467 3.0747052282094947 135.39664785563946 4.8460554331541061 17.330630354583263 7.9874625056982032 6.7765264958143225
leaf_count=17 72 319 76 76 83 197 38 70 290 39 103 43 133 189 18 63 146 38 49 30 33 38 44 134 25 400 20 45 54 18
internal_value=1.20616e-05 -0.00456146 0.00418623 0.00509071 -0.00479371 -0.0031663 -0.00718567 -0.00215996 -0.00733036 0.00506955 -0.00042495 0.000570814 0.00304916 -0.00576056 0.00307155 0.00100807 -0.00300108 -0.0105391 0.00620468 0.00547745 -0.00384 0.00627438 0.00224985 0.00430776 0.000179739 0.00806689 -0.01439 0.00598761 0.00146984 0.00253958
internal_weight=609.702 290.934 318.768 295.282 29.9077 256.41 23.4856 236.189 59.3434 12.1996 176.846 164.225 118.025 46.1996 12.8336 98.9434 54.8126 47.1438 265.375 242.899 19.1383 223.76 68.9512 61.597 11.8497 154.809 9.3214 44.1308 26.8002 19.1021
internal_count=2900 1789 1111 979 155 1470 132 1273 409 56 864 761 484 277 56 441 279 353 824 775 83 692 254 210 63 438 53 162 117 88
is_linear=0
shrinkage=0.0132339


Tree=14
num_leaves=31
num_cat=0
split_feature=16 10 0 16 4 6 6 2 6 5 15 16 4 8 19 17 7 18 9 2 2 3 10 10 10 5 3 4 7 6
split_gain=55.4665 21.3759 15.7874 16.872 15.4284 21.1926 15.3787 14.7328 10.6364 16.8109 11.2234 12.6018 15.1797 13.2064 11.6286 11.2032 10.7737 10.2995 16.4508 10.7063 10.0775 10.2178 15.6244 12.2804 17.3648 8.60976 14.1701 10.0439 15.9367 8.24272
threshold=18.594956516900002 90.988176966900014 86.530713386650021 22.614947116400003 310.49012963040008 15.925372093750001 15.675366252400002 317.41815758785003 5.0951190466500007 5.2595069053500012 32.540328261750005 12.644970430600003 323.29283506040002 8.0437227585500022 11.850956171350001 201.37020668845003 21.061418062900003 13.5538556217 196.26893085885004 101.14502893930002 103.98563613345001 108.48197402175002 57.960468834350003 60.990361147350008 61.944763783650011 21.746930049350002 93.932038619750017 248.34582299520005 23.124786352450005 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 6 7 4 17 -6 8 20 9 15 11 12 13 -10 -13 -1 -14 -4 19 -19 -2 22 -22 -24 -25 -26 27 -27 -29 -16
right_child=2 -3 3 -5 5 -7 -8 -9 10 -11 -12 14 16 -15 29 -17 -18 18 -20 -21 21 -23 23 24 25 26 -28 28 -30 -31
leaf_value=0.0059276746782332568 0.0066803123392647368 -0.014895701178204664 0.01306349340765002 0.014646659503268709 -0.023851143883014028 0.0056200423488061146 -0.014944249547486747 -0.02307304302458946 -0.018457020349626551 -0.016790981235189323 -0.018118206087009647 0.010468567529166655 0.016588438275207226 0.0040819125691934806 -0.0034385688210090029 -0.018626629128775368 -0.0051766209324526592 0.00034619148465520223 0.0068403272638013013 -0.022630269133661566 0.016550687752498214 -0.019097943420324962 -0.020487981578774551 0.0082668741333083665 -0.023044134718635981 0.0091259755894347247 -0.021719433559573245 -0.021574986694944401 0.0043283676088099474 0.00399916100941132
leaf_weight=16.046713054180149 45.955770283937454 32.393667995929718 31.117728896439075 39.631105564534664 8.0877898037433642 10.645409151911734 18.911766886711121 4.7809146195650092 20.109454937279228 21.514535441994667 6.7055606767535201 25.072942443192005 7.0492958128452328 6.4729736149311057 58.459848135709763 4.4764745011925688 10.919915802776812 9.7155802473425883 65.123253986239433 6.2951324656605712 9.5300941020250303 5.6349093690514556 6.2700707241892806 26.730320416390896 4.8387106508016577 13.597513340413569 6.7372150421142569 7.6488604098558453 10.777704425156115 53.982655316591263
leaf_count=79 141 319 72 86 52 33 197 34 183 193 65 72 18 26 324 39 60 36 202 42 22 47 42 84 28 38 56 54 42 214
internal_value=7.26634e-06 -0.00440648 0.003984 0.00680043 0.00442645 -0.00710372 -0.00304583 0.000611936 -0.00207092 -0.00831425 -0.000680595 -3.83653e-05 -0.00638203 -0.0129687 0.00201683 0.000571942 0.00336178 0.00635067 0.00377607 -0.00868775 0.00143415 -0.00119311 -2.17264e-05 -0.00208355 -0.000442765 -0.00578248 -0.00362764 0.000178503 -0.00642411 0.00013222
internal_weight=595.234 282.116 313.118 170.616 130.985 18.7332 249.722 142.502 230.81 42.0377 188.773 182.067 44.5516 26.5824 137.515 20.5232 17.9692 112.252 81.134 16.0107 137.721 91.7654 86.1305 76.6004 70.3303 43.6 38.7613 32.0241 18.4266 112.443
internal_count=2900 1789 1111 523 437 85 1470 588 1273 311 962 897 287 209 610 118 78 352 280 78 554 413 366 344 302 218 190 134 96 538
is_linear=0
shrinkage=0.0137245


Tree=15
num_leaves=31
num_cat=0
split_feature=16 10 17 15 10 5 13 15 6 5 3 13 12 13 16 17 19 7 6 18 9 12 7 8 10 0 3 6 13 17
split_gain=46.355 19.0832 14.5984 13.6624 13.4817 13.5509 12.8539 9.46764 10.6835 14.5801 10.0544 11.2005 15.3202 10.5605 9.77233 9.54312 9.46428 9.24176 8.59282 11.3131 10.8787 9.63021 10.3778 8.13457 9.535 7.12419 14.5882 7.632 6.04724 7.35952
threshold=18.594956516900002 90.988176966900014 166.83257850275001 46.574831689400007 60.474177186300004 29.040033326300005 117.61735474900001 30.046989284200006 5.0951190466500007 5.2595069053500012 98.609955766700025 95.99139754765001 217.21823064915003 96.429616222950017 13.534968349350001 201.37020668845003 11.850956171350001 23.539316666200005 13.665319288000001 17.108018746400003 188.14427954665004 117.55382688470002 24.052187734100006 3.0476216663000004 78.285212300550015 93.972365491700018 84.807411725000023 14.875347560100002 87.122174175350011 190.79973618785002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 9 15 11 12 -10 -13 -15 28 -16 -8 19 20 -18 22 -20 24 -14 -6 -27 -28 -4 -30
right_child=3 -3 7 6 25 -7 17 -9 10 -11 -12 13 23 14 16 -17 18 -19 21 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.010184162502894023 -0.013531009776174654 -0.011454361440131174 0.01160750527613481 -0.014633953870816174 0.0050365233830525725 0.0020820589720011973 -0.0083244322555718307 -0.01042338914315152 -0.014499962908900318 -0.012786737758018805 -0.010918866149424063 0.015434160619882221 -0.0048715829459850101 -0.0089000185484698537 0.011111546134530224 -0.014380449892648936 0.0021831791249782647 0.010609217140062129 0.0050894271686230744 0.0063179079409506587 -0.010727153872974019 0.0077377044024137904 -0.014141255663605424 -0.0082544977335719076 0.013960368024089207 0.0051600476931755249 -0.017306776811172195 0.0024953401641249246 0.0054188396810636325 -0.015885733427206884
leaf_weight=24.947516813874245 10.365912929177286 30.348070293664932 7.4326695725321832 9.8884687423706072 225.98557160049677 18.645688079297543 5.6246039196848852 12.955812759697436 11.975708328187464 19.045344538986683 8.8560706377029401 7.1881456747651091 5.4960317537188548 9.4678233265876752 13.960834242403505 4.0797512084245673 13.204188279807566 6.8553462028503418 7.9186118990182859 13.980325140058993 19.190561577677727 34.837912142276764 5.845824807882309 7.2398976758122435 7.7883265316486359 18.536125473678116 7.2204023301601392 3.445753201842308 5.686974108219145 2.951908640563488
leaf_count=210 72 319 29 76 697 83 38 117 115 182 87 16 29 66 32 38 65 18 28 47 140 109 43 52 16 61 54 12 24 25
internal_value=1.10505e-06 -0.00326746 -0.0022494 0.00292668 0.00357504 -0.00349653 -0.00531102 -0.00134593 -0.000775435 -0.00591883 0.000432133 0.00106799 -0.00466017 0.00255026 0.00176811 0.000572155 0.00269528 0.00207599 0.00145817 -0.00191281 -0.00546487 0.00467466 -0.00307794 0.00108125 0.00616917 0.00437899 -0.000709406 -0.0109096 0.00436786 -0.00186094
internal_weight=580.966 274.398 244.05 306.568 284.199 29.0116 22.3684 219.103 206.147 39.1966 166.95 158.094 32.5 125.594 118.406 20.1513 108.938 12.48 94.9774 46.3751 32.3947 48.6023 13.7644 20.5243 13.2844 255.188 29.2023 10.6662 16.0716 8.63888
internal_count=2900 1789 1470 1111 979 155 132 1260 1143 298 845 758 212 546 530 116 464 56 432 252 205 180 71 97 45 824 127 66 78 49
is_linear=0
shrinkage=0.0109474


Tree=16
num_leaves=31
num_cat=0
split_feature=16 5 10 5 7 2 16 3 19 18 13 17 17 3 7 13 9 9 10 16 0 15 17 17 9 0 10 3 17 0
split_gain=58.4582 22.809 18.5705 16.39 14.3638 25.6547 19.0814 14.7639 16.3862 10.3668 19.9179 9.24236 12.1786 8.65394 9.97879 8.77948 9.68181 8.43931 8.33133 20.75 10.7048 10.0794 10.3065 9.0189 7.69552 7.06788 7.01742 8.2949 7.00846 6.90889
threshold=18.594956516900002 7.7286379265000011 74.986474174450009 23.721757872050002 26.565321014450003 215.60007756200005 17.654958715000003 76.884525614550014 12.851036860900001 15.556223714900002 104.02719889955002 195.53954078470002 166.83257850275001 98.609955766700025 20.234873028950002 108.61908538635001 57.214511140150002 227.14331114760003 66.697957758300021 19.974953289850003 87.181320254150009 30.046989284200006 201.59899553070002 197.71582798205003 219.38617924735004 102.21786657775002 79.535345331150026 80.941408933400012 237.45530840880002 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 -1 11 18 5 7 24 -4 9 10 -9 12 -3 14 -14 16 -16 29 20 21 23 -20 -23 -2 25 -6 27 -7 -27 -5
right_child=3 2 4 17 6 26 -8 8 -10 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0083837581881765627 0.00400604495850399 -0.011144122314315106 -0.013598824838957231 -0.0033634574244444291 0.0042113246970460422 -0.0043931234389623678 0.011809146296252767 -0.012339761363298389 -0.011884073073809523 0.0066237775574391235 0.0071618602269715968 -0.012931854764538472 0.010431079138210328 -0.0099475216721171041 0.0027441905418908426 0.0068629739045309229 -0.008275402093980205 0.011737187418986965 0.0068672526607502383 -0.013519749751278703 0.0078965423284112872 -0.0073736949429842229 0.005112158300996112 -0.0063028910565406798 -0.014469294993929203 -0.010775208100129836 0.014263941046915415 0.010332101022762333 0.0026844181482746014 0.0049987501429848797
leaf_weight=61.244734056293964 91.328060060739517 16.949973724782467 7.6331152990460387 56.568402409553528 6.8317896649241474 5.5566019266843822 5.9315261989831916 9.7599011883139628 8.2289368584752065 28.726084932684898 9.9234462827444059 12.456191554665564 7.2033999413251868 10.124775879085062 11.810738980770109 8.4305403679609281 20.480429984629154 4.4858614802360526 31.281774170696735 7.9570983350276938 77.976507961750031 12.978572823107244 11.912259042263029 8.735861733555792 9.4418731704354268 14.033522292971613 15.888075858354567 10.176550127565859 4.9050582125782958 11.104963660240172
leaf_count=515 277 149 67 315 24 29 13 72 60 89 27 115 22 94 58 29 146 9 86 46 194 69 41 40 78 118 30 25 29 34
internal_value=3.2475e-05 -0.00314064 -0.00171024 0.00291695 0.000516869 0.00257243 -0.00427396 -0.000944182 0.000761275 0.00291081 -0.00250793 -0.00519993 -0.00391579 -0.0018052 -8.50298e-05 -0.00194526 -0.0042449 -0.0011378 0.00412515 0.00112957 0.00520414 0.00320471 -0.00139821 0.00310605 -0.00698318 -0.00424037 0.00972008 0.00513148 -0.00728919 -0.00199125
internal_weight=600.067 285.737 224.493 314.329 137.036 95.8927 41.1438 64.2715 56.6384 48.4094 19.6833 87.4561 74.9999 58.0499 47.9251 40.7217 32.2912 72.1592 242.17 64.1297 178.04 56.1726 24.8908 100.064 35.2122 25.7704 31.6212 15.7332 18.9386 67.6734
internal_count=2900 1789 1274 1111 661 399 262 315 248 188 99 613 498 349 255 233 204 358 753 242 511 196 110 317 249 171 84 54 147 349
is_linear=0
shrinkage=0.00969289


Tree=17
num_leaves=31
num_cat=0
split_feature=16 5 10 0 16 4 6 2 7 2 16 0 19 6 14 6 3 10 8 18 9 7 18 13 17 17 17 10 18 3
split_gain=41.8965 17.813 15.0826 12.9936 14.7693 12.6762 16.9096 12.145 12.0617 21.155 16.5156 12.5823 13.7338 9.55611 10.0511 10.0292 9.99226 11.4832 16.495 8.89937 13.3209 9.59508 8.7545 17.4259 8.57679 10.5878 7.93736 8.01803 8.81497 11.3744
threshold=18.594956516900002 7.7286379265000011 74.986474174450009 86.530713386650021 22.614947116400003 310.49012963040008 15.925372093750001 317.41815758785003 26.565321014450003 215.60007756200005 17.654958715000003 102.65877371115 12.851036860900001 16.375382608200002 168.39662374755002 16.285380505300001 108.48197402175002 57.729261435100007 8.8430989333000021 13.5538556217 196.26893085885004 23.9444576715 15.556223714900002 104.02719889955002 195.53954078470002 166.83257850275001 187.45953903175004 61.944763783650011 13.101381023200002 93.862138708350017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 7 5 19 -7 13 9 11 -10 12 22 15 -15 -2 17 -16 26 -5 21 -21 23 -4 25 -3 -19 -28 -29 -30
right_child=3 2 8 4 -6 6 -8 -9 10 -11 -12 -13 -14 14 16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0092641087555693207 0.0001402870315864195 -0.012826651310753143 -0.014376148171993302 0.010405877121580625 0.011770637088102285 -0.018390222965956118 0.0043095644619627164 -0.01858992979221025 -0.0080171138933758414 0.01106712031074571 0.013708973352857083 -0.015964399834140334 -0.013641046058821013 0.0085161329313472676 0.013110436577786358 -0.025943011454500363 -0.015754328631946975 -0.0054582809058625788 -0.014144964579175594 -0.00081625964482810091 0.0052251889084548586 -0.020836047228673403 0.0076562468056873521 0.0082742472656817841 -0.015272889052533404 -0.0018166443989240239 0.0093444648078421406 0.011093921483224908 0.00039339924237898814 -0.020169743544698995
leaf_weight=56.64934629201889 4.7122199162840825 15.608442418277262 9.2543362975120562 29.545419730246067 37.449903458356857 8.1662178710103053 10.391722485423086 4.5605400651693335 33.141042277216911 30.433614060282707 5.7164992094039908 6.9265269562602034 7.7163113281130782 24.958509802818298 9.8220550268888456 3.641575314104557 5.2190913632512084 17.2608412951231 10.608307264745234 10.99740084260702 63.635704167187214 4.7884689420461646 27.251035690307617 9.6873402595520002 11.400979772210119 55.259885981678963 21.68109954893589 8.174113027751444 24.040499687194828 4.4407371133565894
leaf_count=515 20 149 72 72 86 52 33 34 249 84 13 67 60 70 23 27 47 90 63 42 202 36 89 27 115 349 60 25 93 36
internal_value=1.03043e-05 -0.00338278 -0.00181414 0.00301231 0.00525304 0.00333904 -0.00567923 0.000355142 0.00068704 0.00303203 -0.0048209 -0.000987613 0.000936686 0.000997238 0.00180658 -0.0112299 0.000152595 0.00101713 -0.000360747 0.00487492 0.00281736 -0.00688904 0.00337184 -0.00279206 -0.00577029 -0.00424155 0.00157354 0.00365415 0.000288415 -0.00281276
internal_weight=573.14 269.045 212.396 304.094 164.975 127.525 18.5579 139.12 130.127 91.2692 38.8575 60.8356 53.909 134.559 126.205 8.3538 101.247 96.0277 86.2056 108.967 79.4216 15.7859 46.1927 18.9417 82.2693 70.8683 75.5973 58.3364 36.6553 28.4812
internal_count=2900 1789 1274 1111 523 437 85 588 661 399 262 315 248 554 507 47 437 390 367 352 280 78 188 99 613 498 304 214 154 129
is_linear=0
shrinkage=0.0118044


Tree=18
num_leaves=31
num_cat=0
split_feature=16 10 6 15 10 5 13 7 7 10 15 5 12 13 13 5 6 19 4 13 2 3 16 6 16 3 9 13 19 10
split_gain=43.2163 18.9027 14.1861 13.3714 13.5091 14.0717 12.61 10.1689 9.89046 9.73754 9.05624 10.7769 11.0421 11.3932 10.8639 10.797 20.6895 11.2978 9.93449 9.62031 9.81511 11.9353 8.78575 7.98942 7.81458 8.73171 10.7631 8.23589 7.68918 7.18036
threshold=18.594956516900002 90.988176966900014 15.675366252400002 46.574831689400007 60.474177186300004 29.040033326300005 117.61735474900001 19.152455927400002 23.539316666200005 66.499011856650014 32.540328261750005 12.294714844000003 236.87735968945 95.870416931800023 92.692659421600013 13.999568943650003 13.665319288000001 13.051052998800001 426.49971963025007 92.138837046750012 169.65174180905004 73.074980443700014 15.054964794950001 11.175261108200003 22.704946905950003 93.883646373400012 186.14781787895004 117.60122400020002 13.451085274650001 71.464594023550021
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -1 -8 -9 11 14 13 -13 19 -15 23 22 -14 20 -11 -22 -18 -17 25 -6 -27 -28 29 -16
right_child=3 -3 -4 6 24 -7 8 9 -10 10 -12 12 18 15 28 16 17 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.016795233330336404 -0.016592679103354456 -0.013571480503860839 -0.013811313325983163 -0.017446445315318922 0.0051974081419195175 0.0025363273082395521 -0.010447479046135411 -0.014033412534213422 0.012973233645532904 -0.016817103084562759 -0.016872969770766647 -0.017363604899660205 0.0096574588217335239 0.0076931006739392521 -0.00057080832642773609 0.0091562095751825147 -0.0085154495903862325 -0.013388798147352179 -0.0096983605047108196 0.012120438506254914 0.0051281572249819787 -0.017463481397800511 0.0089851329038051105 -0.014991427332079749 0.012729767375576777 0.0066579542089469082 -0.026593829978503694 -0.0027642782197712279 0.0075875121161205544 -0.017508463477094127
leaf_weight=4.9892183616757384 10.258371226489546 29.87764410674572 17.699839077889919 9.7848342135548609 213.53129292279482 18.268511980772018 5.6207135617732984 11.046131782233713 6.8148365318775177 7.6994454413652447 6.2965209484100333 6.9182302057743064 33.702985025942326 23.240178786218166 5.4661800786852899 2.6299514248967197 5.9312437251210204 6.084473840892314 5.2332794591784468 7.9182330295443526 18.29454275965691 5.1109337285161009 28.198770925402641 21.275979667901993 21.25650155544281 8.5182106122374552 4.4465259015560132 5.5956744253635406 3.2359290495514861 19.631793759763241
leaf_count=10 72 319 197 76 692 83 38 84 18 79 66 65 107 85 33 8 31 50 30 30 92 48 87 169 49 26 34 23 13 186
internal_value=3.44084e-05 -0.00376633 -0.00254875 0.00341503 0.00418454 -0.00434253 -0.00634653 -0.00165444 0.00238736 -0.00207685 -0.00143841 -0.000953876 0.00120044 -0.00121782 -0.00521456 6.0792e-05 -0.00270551 0.00301878 0.00705591 -0.000741798 -0.00401608 0.000194937 0.00594382 -0.0123349 0.00514468 0.00444999 -0.00414885 -0.0133156 -0.0113747 -0.0138195
internal_weight=574.577 270.482 240.604 304.095 281.875 28.5269 22.2204 222.904 12.4356 217.915 206.869 200.572 133.215 94.2788 67.3571 87.3606 64.1204 40.2145 38.9363 39.0232 31.1049 23.4055 34.13 23.9059 253.348 232.092 18.5604 10.0422 28.3339 25.098
internal_count=2900 1789 1470 1111 979 155 132 1273 56 1263 1179 1113 632 495 481 430 345 168 137 249 219 140 118 177 824 775 83 57 232 219
is_linear=0
shrinkage=0.0130702


Tree=19
num_leaves=31
num_cat=0
split_feature=16 10 6 15 10 5 13 7 7 10 15 5 6 18 12 13 18 5 6 19 4 16 6 16 3 9 13 19 12 3
split_gain=44.6351 19.257 14.1537 13.787 13.9102 14.4434 12.9458 10.156 9.2106 9.02028 8.99476 10.7168 10.7048 14.0889 10.5796 11.4992 10.3658 9.95724 20.4422 10.8627 8.94424 7.95457 7.5672 7.30822 7.73423 9.72713 7.66486 7.22053 7.32583 7.21186
threshold=18.594956516900002 90.988176966900014 15.675366252400002 46.574831689400007 60.474177186300004 29.040033326300005 117.61735474900001 23.539316666200005 19.152455927400002 66.499011856650014 32.540328261750005 12.294714844000003 2.7550643716500001 16.433295803950003 236.87735968945 95.870416931800023 17.248993197150003 13.999568943650003 13.665319288000001 13.051052998800001 426.49971963025007 15.054964794950001 11.175261108200003 22.704946905950003 93.883646373400012 186.14781787895004 117.60122400020002 11.950964240300001 207.71672397260002 88.727183679150016
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -5 -8 -1 -10 11 12 13 -11 15 -13 -14 27 22 21 -16 -20 -19 24 29 -26 -27 -17 -29 -6
right_child=3 -3 -4 6 23 -7 7 -9 9 10 -12 14 16 -15 20 17 -18 18 19 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.015343994089537391 -0.015996844102651314 -0.013013142786261197 -0.013173555599909858 -0.016797205016474446 0.0016194497764865378 0.0024546800235312198 -0.010064988213538692 0.012529977198015038 -0.012981390503160835 0.017395188434092171 -0.016077953867428267 -0.016583307867324124 -0.010898665852833965 -0.010183260527499603 0.0088988113366814947 0.012151807064053496 0.00062671691527914635 0.0082527908670915907 -0.007373192846608775 -0.012433969915014165 -0.0084968451863191956 0.008400020481310267 -0.014077309778315368 0.011993155282287825 0.0064017844198415719 -0.024056954257717998 -0.0020997650271604379 -0.012954570846886379 0.010186379845043926 0.0065460016794949014
leaf_weight=4.8611012920737258 10.292835161089899 30.211080759763718 17.746205404400826 9.8492680266499537 67.085093304514885 18.266753055155277 5.6353867053985578 6.8265433013439178 11.009494163095949 6.8354796618223173 6.2927140593528739 6.9513350278139105 38.344938583672047 4.9608613699674606 33.813749700784683 15.098389841616155 17.699290387332439 2.6480934098362949 6.0148696899414054 6.0743541345000258 5.3065264746546736 28.332077689468861 21.278563506901264 21.107227638363838 8.5298251584172267 4.382084019482134 5.6456086188554764 4.5614350885152799 3.9711072519421577 147.48085612803698
leaf_count=10 72 319 197 76 254 83 38 18 84 17 66 65 327 39 107 42 98 8 31 50 30 87 169 49 26 34 23 31 12 438
internal_value=3.29648e-05 -0.00363611 -0.00246452 0.00330411 0.00404792 -0.00419522 -0.00612355 0.00231235 -0.00161631 -0.00199244 -0.00141131 -0.000954166 -0.0049886 0.00579728 0.00108759 -0.00115897 -0.00725884 5.9726e-05 -0.00247992 0.00292205 0.00653915 0.0056378 -0.0116059 0.00497393 0.0043384 -0.00337696 -0.011695 0.00697529 -0.0021846 0.00500569
internal_weight=577.113 272.012 241.801 305.101 282.79 28.5596 22.3112 12.4619 224.054 219.193 208.184 201.891 67.8406 11.7963 134.051 94.9302 56.0442 87.9789 64.348 40.4213 39.1203 34.3469 23.9267 254.231 233.123 18.5575 10.0277 23.6309 8.53254 214.566
internal_count=2900 1789 1470 1111 979 155 132 56 1273 1263 1179 1113 481 56 632 495 425 430 345 168 137 118 177 824 775 83 57 85 43 692
is_linear=0
shrinkage=0.0124572


Tree=20
num_leaves=31
num_cat=0
split_feature=16 10 5 6 5 15 16 0 19 19 2 0 9 3 17 18 6 17 10 16 13 6 0 0 8 8 0 5 17 4
split_gain=59.4243 21.1027 16.9146 16.2727 10.9843 12.7401 13.308 11.6554 11.0897 11.0125 11.6883 10.4551 9.61654 8.29751 8.28694 8.1601 7.77663 7.77174 7.74829 10.7932 7.69366 11.6686 7.57854 16.5445 7.76813 7.74797 9.47724 7.398 7.24307 10.4621
threshold=18.594956516900002 90.988176966900014 23.721757872050002 15.675366252400002 11.848158554650002 29.049007317550004 13.534968349350001 103.82556453975 10.550851274900003 11.850956171350001 184.66468190290001 98.327667663000014 227.14331114760003 86.729659288250005 180.19381692845005 14.2124820928 13.200308423050002 197.94573456765002 71.090898343450007 15.604963508800003 116.59305220125002 22.585527707250005 93.972365491700018 96.249489528150022 8.8430989333000021 9.3427090425500019 88.576630023850015 16.222050829800004 172.46189488870002 323.29283506040002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 4 7 6 8 -1 16 -8 11 13 17 18 -9 -7 -6 20 -11 27 -4 -22 24 -24 -2 26 -26 -20 29 -10
right_child=2 -3 12 -5 5 15 9 14 28 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.014804892421396989 0.0074654354579039087 -0.014547304359008879 0.0046587390092881148 -0.014828306331947816 -0.0043200113011870643 0.0056675062771179077 0.013132692819691111 -0.018452340537347789 -0.012868008433086177 0.017444977015146568 0.0070932318104008577 -0.011626695089529926 0.017029971658509196 -0.014689112679407661 -0.00056068962564098386 -0.016874168841012553 0.014335896566461745 0.0060041063388927415 0.015270893953436981 -0.014174667391938251 -0.0098520635559424703 0.016545070234041989 -0.0090438331411384822 0.011316166055019884 -0.022604283626875901 0.010020432589432918 0.0039518351219961874 -0.0024394979184206339 -0.017225993773749712 0.015143975715281567
leaf_weight=21.449162252247334 196.58282973617315 32.334431804716587 11.326695188879965 19.415325731039047 10.300466135144235 3.7914023548364666 17.928165808320045 5.3123815506696692 6.5057742521166819 6.2544377744197872 39.398654393851757 16.032751359045506 4.7035901695489875 4.9070094153285018 38.587746299803257 12.274991832673548 6.6208861470222464 14.202111974358557 8.3315458297729545 6.4488315656781188 38.970294713973999 3.2743278294801703 17.178758546710018 12.392385661602018 5.0019678771495801 5.6747424006462088 4.703210711479187 8.6937280446290952 14.53367295861244 3.8154014050960541
leaf_count=184 565 319 41 197 61 17 42 48 51 12 139 115 9 33 225 106 18 49 17 47 252 7 96 31 31 15 15 35 114 9
internal_value=0.000127892 -0.00433618 0.00415021 -0.00301867 -0.00202689 -0.000189195 0.00103002 -0.00669042 -0.00540678 0.00351999 0.00160654 -0.00265979 -0.00154011 0.00149097 -0.00272577 -0.0115547 0.00297956 -0.00282891 0.00416167 0.000622464 -0.0051706 -0.00780605 0.0058577 -0.000511564 0.00674628 -0.0024458 -0.00973497 0.00622732 -0.0111163 -0.00251289
internal_weight=596.948 282.937 314.011 250.602 231.187 165.838 149.771 65.3493 41.7762 107.995 90.067 50.6683 72.477 34.6356 43.9001 16.0664 16.9214 67.7734 29.7285 23.4741 53.5713 42.2446 241.534 29.5711 211.963 15.3799 9.70518 17.0253 24.8548 10.3212
internal_count=2900 1789 1111 1470 1273 816 693 457 253 440 398 259 358 144 273 123 79 349 111 99 300 259 753 127 626 61 46 52 174 60
is_linear=0
shrinkage=0.0134304


Tree=21
num_leaves=31
num_cat=0
split_feature=16 5 10 5 10 9 9 19 15 0 0 17 2 18 13 16 5 13 6 7 17 8 10 19 0 0 7 16 10 6
split_gain=98.1576 29.8005 30.7636 28.2112 14.9963 12.2253 11.7835 11.6996 14.1347 11.4642 21.7813 9.09248 8.61405 10.2231 19.1786 8.37532 7.80568 7.80022 9.85568 8.49709 7.77732 15.3574 11.007 7.5959 8.01996 11.2346 11.2019 10.0807 11.9896 7.22737
threshold=18.594956516900002 11.848158554650002 74.986474174450009 23.803605515150004 83.715897724050009 226.28914430085004 58.059373288650008 12.851036860900001 23.900317844600004 93.972365491700018 96.249489528150022 197.05557773135004 187.77144079505004 15.946034773700001 104.02719889955002 17.654958715000003 13.922841871800001 116.59305220125002 22.460524786550003 23.282607548150004 191.89151741935004 4.9461400813500012 71.090898343450007 9.4507625164000029 103.82556453975 104.3578792496 23.875242364300004 8.5099800999500008 90.235408690400007 14.815346158200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 6 9 7 11 -3 12 -9 -2 29 17 13 14 16 -10 -4 -5 19 -19 21 -8 -23 -1 -25 -26 -27 28 -28 -11
right_child=3 2 4 5 -6 -7 20 8 15 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.012122663925203296 0.005512912686375401 0.0017906865141579637 -0.00024519691109142186 0.0024910859279921372 -0.009063682222578329 0.010944867103289671 -0.008764462421575912 -0.012022417984310807 -0.003831365397471369 -0.0099787127482567437 0.0083863809001960311 0.0036266046465103117 0.0071802129884036376 0.0053732505451736792 0.0067244996548635333 0.011365461506369828 -0.014794613205855909 -0.0099354972513541369 0.0054407816367974702 -0.00013223321999009444 -0.012412935156636787 0.0065868255351464178 -0.0064159577815403783 -0.010473110480927389 0.0068841297029057329 0.0049605252252832507 0.011783626718012145 -0.0090623399972932957 -0.0075177078889476249 0.0025541269705507031
leaf_weight=19.838922433555126 227.41264645755291 14.760712914168833 4.3225370571017292 10.947014585137365 9.4119478687643987 5.7779835611581793 36.562086381018162 8.6094584763050097 6.3219192922115308 12.956152744591241 13.214814946055411 15.090693101286886 36.846568055450916 24.804988838732243 9.3512164354324323 5.0699556618928909 8.4594258517026883 27.393568530678749 5.2356608659028998 9.1509046554565412 15.335578188300131 11.290499329566957 9.1391002982854825 23.562484174966812 6.1238025128841391 6.7870415598154059 4.3619659915566427 40.460532754659653 5.8393557667732239 4.9274532645940772
leaf_count=170 633 61 21 40 67 11 276 59 36 78 31 52 100 79 25 10 63 192 16 40 128 41 55 184 20 29 11 307 47 18
internal_value=0.000137672 -0.00345034 -0.00144562 0.00345724 0.00158223 -0.00135409 -0.00538125 0.00254767 -0.00350505 0.00482699 -0.000188946 -0.00240195 0.00399259 0.0014903 -0.00286139 0.00293198 -0.00987437 -0.00412734 -0.00586146 -0.00748071 -0.00684492 -0.00534665 0.000770082 -0.00720375 -0.00608381 -0.00445697 -0.00566588 -0.00708947 0.000735317 -0.00652555
internal_weight=639.367 307.26 200.286 332.107 113.198 73.5958 87.088 103.786 20.0013 258.511 31.0984 67.8178 83.7847 46.9382 22.1332 11.3919 12.782 52.7271 41.7801 36.5445 72.3273 56.9917 20.4296 106.974 87.1352 63.5727 57.4489 50.6619 10.2013 17.8836
internal_count=2900 1789 1021 1111 460 351 561 393 105 760 127 340 288 188 109 46 84 288 248 232 500 372 96 768 598 414 394 365 58 96
is_linear=0
shrinkage=0.00880808


Tree=22
num_leaves=31
num_cat=0
split_feature=16 10 6 5 7 10 6 5 15 16 2 16 19 17 6 6 19 9 7 7 5 16 15 13 16 0 18 0 13 17
split_gain=47.1339 18.713 14.2564 13.293 9.5832 11.4544 9.45691 14.7874 10.1531 11.7536 13.4103 11.7759 9.38957 9.38284 9.15791 17.0093 16.0296 8.19794 7.99996 7.58794 9.37621 8.44652 13.2465 6.71017 20.3025 9.20781 9.18636 9.25728 23.6162 8.22209
threshold=18.594956516900002 90.988176966900014 15.675366252400002 23.721757872050002 19.468732114900003 66.499011856650014 5.0951190466500007 5.2595069053500012 32.540328261750005 12.644970430600003 234.61110956795002 9.6249774926000011 11.850956171350001 201.37020668845003 13.665319288000001 11.945279099550001 13.051052998800001 227.14331114760003 21.330714749000006 25.520256579150004 13.697488545350001 17.654958715000003 20.310401204950004 112.82921081865001 19.974953289850003 87.181320254150009 14.047116609550001 96.249489528150022 109.34496908160001 197.71582798205003
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -1 -6 7 13 9 10 11 -8 -11 -7 15 19 -16 -5 -12 -14 21 22 -21 24 26 29 -2 28 -28 -25
right_child=3 -3 -4 17 5 6 8 -9 -10 12 18 -13 14 -15 16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.012412184283540914 0.012866623208101146 -0.012675957728771814 -0.012935649891927787 -0.002348035815908985 -0.014825532884139014 0.0046653073576507975 0.0026957421797352463 -0.014229488140343903 -0.015574924585065602 0.0095971743823825041 0.015463763567111002 -0.016225732367475879 0.0087257983663777162 -0.015888625056000642 0.0073375278549191831 -0.013786677415343954 -0.012726177940924444 0.014761503756966231 -0.0034231226617282826 0.0055444311004899842 -0.018331254114496685 0.01390920810587511 -0.01851458042031422 0.004635524159539689 -0.016773203414297163 0.0092171884014691924 -0.017263139949948218 0.011543305846889727 0.005082626837739892 -0.0077617772352981309
leaf_weight=6.9681740254163733 13.144931778311728 30.036476224660873 17.932112246751785 66.409336440265179 10.011791199445723 16.301298379898075 6.7553915530443218 19.969860754907131 6.1460572108626357 21.152150169014931 5.4862521439790717 17.582603350281715 13.799202695488928 4.130403831601142 41.739205680787563 15.039907723665236 6.8826307132840148 4.4325608611106864 8.4572498276829702 8.6592007577419334 4.5582568421959868 5.4768582433462134 5.5860052257776251 89.689770311117172 8.0110780969262105 74.394491970539093 10.215592727065085 9.8835286200046522 22.416263401508331 8.7083849906921369
leaf_count=17 29 319 197 349 81 79 32 193 65 61 11 169 52 39 131 116 56 9 44 35 37 12 43 276 47 193 70 23 75 40
internal_value=8.0082e-05 -0.00360639 -0.00248364 0.00335107 -0.00164952 -0.00209954 -0.00148618 -0.0067754 -0.000209034 0.000376911 -0.00551681 -0.0109738 0.00221282 0.000510194 0.000677598 -0.0028188 0.00449742 -0.0012775 0.00400817 0.00151307 -0.00258613 0.00105296 -0.00388988 0.00473773 0.00135741 0.00598333 0.00396692 0.0012153 -0.00191285 0.00353834
internal_weight=579.977 272.671 242.635 307.306 224.703 217.734 207.723 40.4016 167.321 161.175 38.2815 24.338 122.893 20.4317 101.741 53.1194 48.6218 70.8419 13.9435 38.0795 24.2803 19.7221 14.2452 236.464 63.6714 172.793 55.6603 42.5154 32.6319 98.3982
internal_count=2900 1789 1470 1111 1273 1256 1175 311 864 799 256 201 543 118 482 295 187 358 55 179 127 90 78 753 244 509 197 168 145 316
is_linear=0
shrinkage=0.012181


Tree=23
num_leaves=31
num_cat=0
split_feature=16 10 5 6 5 15 16 16 5 18 17 9 7 19 0 0 13 8 16 18 14 2 19 0 5 17 17 13 4 6
split_gain=82.3429 25.5546 23.9297 18.8272 13.749 15.1308 16.2548 14.3238 13.5391 13.7969 12.2601 11.0846 10.6736 10.5721 10.0943 22.0691 9.14547 10.5743 10.3797 10.2057 9.12372 8.59586 8.93222 12.8443 12.2537 8.38076 7.90162 10.22 7.31438 7.08817
threshold=18.594956516900002 90.988176966900014 23.803605515150004 15.675366252400002 11.848158554650002 29.049007317550004 13.534968349350001 15.644963415300001 2.7861270712500006 16.433295803950003 193.73902333365001 226.28914430085004 22.708075280250004 10.550851274900003 93.972365491700018 96.249489528150022 108.61908538635001 7.6440346712000009 16.554961287300003 17.552559642400002 330.74004703790007 187.77144079505004 11.850956171350001 98.327667663000014 16.222050829800004 197.05557773135004 242.64190980425005 89.141206231250024 323.29283506040002 13.200308423050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 8 6 13 21 9 -1 -10 25 -12 29 -2 -16 17 18 20 -19 -9 22 -8 24 -24 -4 27 -14 -15 -6
right_child=2 -3 11 -5 5 -7 7 16 10 -11 12 -13 26 28 15 -17 -18 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010403175496115949 0.0039635555236742616 -0.0078695098440164923 -0.0030639773036749448 -0.0078898965647154519 -0.002366945073684876 -0.0063228726002622125 0.007197711229405354 -0.0081814488952738577 -0.0086905724596026725 -0.0055681985950616049 0.0060459708695166986 0.0082239031287480949 -0.00013960148595759284 -0.0086388077891805682 -0.0051926776150713755 0.0065020303142237397 0.0056072268983676943 -0.0073665553875098804 0.008638600732441817 0.0043207127867890055 0.0055915619395802522 0.0066696380226750939 0.0083850918474897406 -0.0081068098649710423 -0.0026192545943102422 0.0027378148609351698 0.0038121802447900516 -0.0094096981783538258 -0.0011886206872212279 0.0065588241335967157
leaf_weight=5.7649543434381467 222.56348529458046 35.864659659564495 51.514944031834602 21.221719428896904 10.798111878335478 16.754602767527103 9.9090973883867246 5.5379987284541112 24.671028330922127 4.4363377615809441 5.780818246304988 5.5832902640104285 9.0750357508659416 16.085827857255939 17.547618202865127 13.03606306016445 8.0431981235742551 19.207790739834312 6.3948291838169089 4.2250517308711997 3.7315388396382332 29.165179789066315 8.8710466623306328 7.2342554554343215 9.9525480121374112 14.872335955500601 4.8200149089097968 14.042407736182211 9.8475295826792699 6.6720838919281951
leaf_count=12 633 319 288 197 61 123 22 37 206 31 20 11 50 128 96 31 22 138 15 12 12 70 17 51 44 52 19 119 46 18
internal_value=0.00010504 -0.00247935 0.00247473 -0.00174219 -0.00120089 -0.000175316 0.000486313 0.00185417 -0.00377909 0.00345754 -0.00504342 -0.000989383 -0.00237486 -0.00305194 0.00345959 -0.000207897 -0.00100426 -0.0023644 0.00196616 -0.00525929 -0.00263699 0.003923 0.00169579 -0.000396443 0.00256679 -0.00176424 -0.0041173 -0.00577061 -0.00580979 0.00104192
internal_weight=623.225 298.108 325.118 262.243 241.021 172.431 155.676 112.273 68.5906 10.2013 58.3893 71.9706 33.7183 43.4036 253.147 30.5837 47.1404 39.0972 15.6644 23.4328 9.26954 65.1321 35.9669 26.0579 18.8236 66.3873 27.9375 23.1174 25.9334 17.4702
internal_count=2900 1789 1111 1470 1273 816 693 440 457 43 414 351 208 253 760 127 236 214 64 150 49 204 134 112 61 340 188 169 174 79
is_linear=0
shrinkage=0.00680823


Tree=24
num_leaves=31
num_cat=0
split_feature=16 5 10 5 7 2 16 3 19 17 17 6 7 10 6 9 18 17 3 9 0 14 10 0 15 0 13 3 17 10
split_gain=52.4577 18.9325 16.1475 15.0196 12.3031 18.4903 13.8 12.5629 12.8009 8.93306 8.36751 10.6007 10.1733 9.15525 9.70607 8.34155 7.75932 14.0576 10.4766 7.4913 7.34739 7.33862 7.12238 18.8323 11.0046 9.41366 8.8994 19.0483 8.36924 6.52719
threshold=18.594956516900002 7.7286379265000011 74.986474174450009 23.803605515150004 26.565321014450003 215.60007756200005 17.654958715000003 76.884525614550014 12.851036860900001 176.76352991180002 195.53954078470002 15.675366252400002 19.468732114900003 65.555363052850012 14.815346158200002 227.14331114760003 13.278511569200001 174.35320691475002 108.48197402175002 219.38617924735004 102.21786657775002 202.39397826835003 66.697957758300021 92.031298721500022 36.168474401900006 87.181320254150009 109.41218053485001 84.807411725000023 198.47149978265003 90.740838818900016
decision_type=2 2 2 2 2 2 2 2 2 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 10 22 5 7 19 -4 9 -9 11 12 -3 -14 21 16 17 18 -5 20 -6 -15 25 -24 26 28 27 -25 -2 -1
right_child=3 2 4 15 6 -7 -8 8 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0053349629982648158 0.0038433278637203605 0.010049408644696155 -0.012966241180597941 0.0052324915432563589 0.0049402459122395515 0.0085605841130939487 0.010105155348201205 -0.0069907390322183679 -0.010842070779286844 0.0046404643608151377 -0.012604037323760812 -0.010285420531888653 -0.013952109082479685 -0.014820246832771632 0.0094693078994631773 0.011730431342157257 0.0018488240406587758 -0.011479134020346407 -0.0094666966848989242 -0.013934060993895206 -0.0068519778360257768 -0.0017946380270493626 -0.013989614071433542 0.0060603524506833688 -0.0092441985128173497 0.0075406368450035427 0.0082208193300113488 -0.012888865431996913 -0.0065246972201048253 -0.011998741140816845
leaf_weight=36.082463145256042 93.598723419010639 6.1747113466262809 6.9053740799427024 13.979027032852175 6.8159892112016705 30.577415034174919 5.551082417368888 7.35577268898487 7.4900393933057776 39.102172739803791 11.588937945663927 17.638734430074692 6.385623835027217 4.6481892988085738 6.404716119170188 4.4326350837945929 28.131610669195652 16.741331294178963 6.7373405843973151 9.0038183629512769 18.135180845856667 31.800896979868412 6.8416035324335089 15.700204312801363 6.1196953356266013 76.030549086630344 27.506619341671467 7.2802277877926818 7.9172876477241507 22.298737920820713
leaf_count=275 286 15 67 46 24 84 13 53 60 135 115 191 54 36 15 9 115 129 52 78 147 187 40 47 38 194 69 49 37 240
internal_value=0.00010076 -0.00298877 -0.00166412 0.00282218 0.000466575 0.00241763 -0.00404886 -0.000669056 0.000904991 0.00279887 -0.0049602 -0.0037476 -0.00166656 -0.00313576 -0.00152402 -0.00112542 -0.00199424 -0.00488047 0.000452047 -0.0063628 -0.00363066 -0.00345574 0.00396917 0.00118457 0.00301855 0.00496428 0.00450495 5.7218e-05 0.00303472 -0.0078802
internal_weight=584.977 273.96 215.579 311.017 130.937 91.4308 39.5061 60.8534 53.948 46.4579 84.6418 73.0529 55.4141 49.2394 42.8538 70.0219 65.5893 37.4577 20.7164 33.955 24.9512 36.4491 240.995 63.4484 56.6067 177.547 50.4871 22.9804 101.516 58.3812
internal_count=2900 1789 1274 1111 661 399 262 315 248 188 613 498 307 292 238 351 342 227 98 249 171 223 760 243 203 517 165 96 323 515
is_linear=0
shrinkage=0.00968298


Tree=25
num_leaves=31
num_cat=0
split_feature=16 10 6 3 4 10 16 17 15 5 10 2 17 10 13 17 12 13 18 16 17 16 18 7 5 0 5 16 0 9
split_gain=44.2273 17.0228 13.0753 13.0312 13.7579 15.4445 12.4027 10.0211 9.48758 8.56313 10.7979 10.5032 9.75139 9.39251 14.6947 9.17559 8.72898 10.9286 11.0838 13.5199 11.6965 9.12339 9.92025 8.123 8.02308 10.2425 9.35463 7.8965 7.47476 7.47251
threshold=18.594956516900002 90.988176966900014 15.675366252400002 93.308316333450009 248.34582299520005 61.944763783650011 22.614947116400003 190.79973618785002 45.169600924000008 11.848158554650002 86.858705278550005 323.30468295165002 194.76181357870004 87.33187390945001 82.390487865700024 196.91396350930003 243.55407972130004 95.870416931800023 17.327266398450003 12.644970430600003 207.79550897605 16.344961778400002 16.915500282450004 25.334697901700004 13.999568943650003 98.327667663000014 16.222050829800004 21.014950857900004 101.72050182365001 192.53043113735001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 6 27 -6 7 -2 -7 10 12 16 -1 -12 -15 -14 17 -11 19 -19 24 -18 -23 -16 -21 26 -26 -5 -27 -9
right_child=3 -3 -4 4 5 8 -8 29 -10 11 13 -13 15 14 23 -17 21 18 -20 20 -22 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.019164233463880489 0.011404759933390832 -0.014799120846322232 -0.015155514800375535 -0.009040409946522816 0.00090636005457058952 -0.030700284449310562 0.013293878491765613 -0.0087756749740970225 -0.0088583883810814269 -0.016441503047598151 0.017001726926388752 -0.016817406854943213 0.013947447946280458 0.017301445179362412 0.0068528184111401056 -0.0095453422930815851 0.010382416704648813 -0.019809111390387171 0.015262164676666166 0.012798355965533775 -0.015367752550221839 -0.019896844177533422 0.011094377789412904 -0.019712093535070623 0.014068827514299411 -0.021313533303695703 -0.00062786588457404402 0.0058561564294529675 0.002121465193928401 0.0035032048367860057
leaf_weight=17.857548348605633 32.257952518761158 28.709837973117828 17.202283151447773 8.5057626962661725 29.165476515889168 6.2082947641611126 42.297939211130142 11.806730739772318 13.124392457306383 9.3912073448300344 5.9847700372338322 7.6539840176701537 4.4804528728127506 4.8578492477536228 3.3370301425456992 16.492609769105911 30.28397249430418 7.8552627712488166 9.14384727925062 12.285211712121962 9.1823658570647222 5.0196440592408162 3.8815538287162781 9.0688108354806882 11.945709668099878 7.343672499060629 39.622652046382427 66.5091502815485 4.7500634640455246 95.157017141580582
leaf_count=175 84 319 197 58 124 43 103 59 93 86 18 56 21 16 16 127 95 73 23 39 77 48 11 84 31 62 193 213 22 334
internal_value=0.000123475 -0.00421084 -0.00293165 0.00390814 0.000260454 -0.00578214 0.00639016 0.0042927 -0.0158725 -0.00197773 -0.00656036 -0.00018128 -0.0112582 0.00128619 -0.00416188 -0.0045266 0.000663632 -0.00141317 -3.12427e-05 -0.00153515 0.000151065 0.00657415 -0.00638247 -0.0125664 0.00202736 -5.1178e-05 0.00277659 0.00416707 -0.012109 0.00214785
internal_weight=571.383 266.35 237.641 305.033 123.513 48.4982 181.52 139.222 19.3327 220.438 62.0791 158.359 38.8306 23.2485 17.2637 20.9731 150.705 111.52 102.129 92.9849 85.1297 39.1852 8.9012 12.4058 75.9473 63.6621 51.5684 75.0149 12.0937 106.964
internal_count=2900 1789 1470 1111 531 260 580 477 136 1273 457 816 323 134 116 148 760 606 520 497 424 154 59 100 347 308 224 271 84 393
is_linear=0
shrinkage=0.0145577


Tree=26
num_leaves=31
num_cat=0
split_feature=16 5 6 15 3 13 15 16 18 2 6 5 7 2 7 4 16 7 10 5 10 5 17 6 10 19 5 9 15 13
split_gain=37.0057 15.4318 12.9758 11.6737 12.4135 11.0659 8.91378 10.8385 10.2784 9.40082 9.69357 11.4199 8.87656 8.14171 14.1585 8.74432 7.31399 6.69252 8.11593 7.00434 6.30281 13.8714 8.28673 5.92906 5.49668 11.1523 8.04636 8.72679 7.25515 5.33609
threshold=18.594956516900002 7.7286379265000011 15.675366252400002 46.574831689400007 108.48197402175002 117.61735474900001 28.452330424200003 11.934972090850001 14.025183600500002 309.73785348360008 13.200308423050002 14.624842172000003 23.539316666200005 185.83358638795002 26.367140210550001 371.16724128940001 16.064962433100003 22.372035319250003 71.090898343450007 23.234643166550004 90.740838818900016 5.2595069053500012 201.37020668845003 10.715250360100002 81.524804347700012 12.751028791950002 16.579584939650001 210.70699256735003 26.870208776000002 119.39173711505002
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 23 -5 7 9 -8 10 -3 -12 -7 17 16 -16 -15 19 -19 -9 21 22 -1 -2 25 26 27 -20 -27 -25
right_child=3 2 -4 5 -6 12 8 13 -10 -11 11 -13 -14 14 15 -17 -18 18 24 -21 -22 -23 -24 29 -26 28 -28 -29 -30 -31
leaf_value=0.0046446101402582707 -0.0083164766419931615 -0.013870501843346345 -0.012469068594397276 -0.015630070620781832 -0.012004335952581663 -0.0094469344987395606 0.0081072597688195535 -0.017565634027368736 -0.014913843731111537 0.0057958277423560177 0.01393691315146117 -0.015796093950452735 0.01155280242685258 0.010527829676921818 0.0016776783284360554 -0.018661673388821555 -0.00078172160878601518 0.013590019057918774 0.010517119279853699 0.0041469948596192354 -0.014813365194425922 -0.015288304743380035 -0.015668093529967113 0.0048062895270880234 -0.012006831713470199 -0.01344854563875942 -0.0097706830088059166 -0.0055632337129813613 0.0075648695024014192 -0.0036631715109359873
leaf_weight=15.869089066982271 5.7034218534827223 20.454630039632324 16.043924123048782 9.566881477832796 7.4666129648685446 5.6155343726277334 3.8682101145386723 6.9549085274338704 12.706659652292727 8.0699249133467656 4.9300068095326406 3.2954576313495636 6.8103989213705063 37.843673594295979 8.1637806296348554 5.350016586482524 11.370436705648897 6.2916875481605521 21.74025167524815 3.3737441673874855 19.698601067066193 14.304270662367342 3.8077516481280318 253.31829533725977 6.4011307582259169 11.432144075632094 5.3930116817355147 6.7664948701858512 3.2198854237794867 11.909150794148443
leaf_count=77 27 213 197 76 62 38 15 60 123 37 12 34 18 109 37 43 64 15 70 14 240 159 39 837 57 95 28 36 15 53
internal_value=9.10229e-05 -0.00335016 -0.00179564 0.00303915 0.00372429 -0.00563372 -0.000882954 -4.39676e-05 -0.00954122 -0.00599429 -0.00931176 0.00202465 0.00206259 0.00158427 0.00483643 -0.00637453 0.00791487 -0.00126597 0.000286833 -0.0104734 -0.00924828 -0.00602224 0.00071381 0.00415775 -0.00123628 0.000183724 0.00407991 0.00670021 -0.0088307 0.004426
internal_weight=557.74 257.35 203.67 300.39 278.397 21.9928 187.626 171.051 16.5749 36.75 28.6801 8.22546 12.4259 134.301 62.7279 13.5138 49.2141 71.5733 61.2446 10.3287 53.6797 33.9811 19.6768 270.931 54.9529 48.5518 33.8998 28.5067 14.652 265.227
internal_count=2900 1789 1274 1111 979 132 1077 939 138 296 259 46 56 643 253 80 173 390 316 74 515 275 116 917 301 244 134 106 110 890
is_linear=0
shrinkage=0.0123654


Tree=27
num_leaves=31
num_cat=0
split_feature=16 5 10 5 7 2 16 3 16 18 13 9 17 6 7 10 6 10 5 16 13 0 15 0 17 9 0 15 16 18
split_gain=46.9641 17.1522 15.8262 14.0426 11.0908 17.2804 15.0994 13.0191 11.7888 9.5258 17.2791 9.49599 8.69328 9.50536 10.8813 9.91833 8.37108 7.68685 18.3315 16.0631 10.4507 19.8766 14.1156 8.80545 8.2286 7.52341 7.10296 6.92433 8.03502 6.79457
threshold=18.594956516900002 7.7286379265000011 74.986474174450009 23.803605515150004 26.565321014450003 215.60007756200005 17.654958715000003 76.884525614550014 15.919962772200003 15.556223714900002 104.02719889955002 227.14331114760003 195.53954078470002 15.675366252400002 19.468732114900003 65.555363052850012 14.815346158200002 66.697957758300021 20.766972852450003 19.974953289850003 109.41218053485001 96.249489528150022 27.288673764350005 87.181320254150009 198.47149978265003 219.38617924735004 102.21786657775002 23.4448654772 11.934972090850001 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 -1 12 17 5 7 25 -4 9 10 -9 29 13 14 -3 -16 27 23 19 20 21 22 -19 24 -2 26 -6 28 -17 -5
right_child=3 2 4 11 6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0088088972767631606 0.0044035545968583801 0.012142469165191837 -0.01525411148998743 -0.0056103686124600802 0.0057499174554818695 0.0097322722254350544 0.01269875251018132 -0.013656173624148374 -0.012061365708564939 0.0075889649973612579 0.0078331209591365053 0.014169749531266472 -0.014728065323782583 -0.011607761646549404 -0.016643351809475702 -0.0085473763229267988 0.010365949622276781 0.0072459833170954828 -0.019203195669109722 -0.013385737718492335 0.0097262161107491644 0.011987635742938353 -0.016478646561654351 0.0085502129363075243 -0.0075376533508217129 -0.016143784495783863 -0.0077862095788069257 -0.0094401857831241318 0.0062326832863834189 0.0017681650670647267
leaf_weight=56.125735245645046 92.880164265632629 6.1526745110750189 6.8557136580348006 36.716943196952343 6.7524848207831409 30.105967082083225 5.5838351398706427 9.3505885675549525 7.302109330892562 26.908875860273838 9.5181951448321325 4.6479427814483634 11.504936642944811 16.687942609190941 6.4729479327797881 7.4881840199232128 6.1697178632020941 4.6837784647941616 5.1605157554149619 6.7741366475820533 27.560815013945103 9.7542195916175825 9.7259251922368986 74.945209369063377 7.8926478177309027 8.8185379877686483 17.686611004173756 15.447411790490149 12.176176533102987 27.527137786149979
leaf_count=515 286 15 67 227 24 84 13 75 59 88 26 9 115 191 54 64 15 14 37 38 68 21 65 194 37 78 147 114 45 115
internal_value=0.000153364 -0.00329263 -0.00182519 0.00313924 0.000629101 0.0027923 -0.00438558 -0.000693693 0.00118691 0.00330018 -0.00281608 -0.00132763 -0.005678 -0.0042031 -0.00191085 -0.00372148 -0.00169532 0.00442479 0.0010821 0.00287158 0.00500072 -0.000389071 -0.00876711 0.00563578 0.0034683 -0.00725397 -0.0040462 -0.00381469 0.00060444 -0.00244883
internal_weight=575.378 267.109 210.983 308.269 128.883 90.0414 38.8415 59.9355 53.0798 45.7777 18.8688 68.892 82.1 70.5951 53.9071 47.7544 41.2815 239.377 63.6594 58.4989 51.7247 24.1639 14.4097 175.718 100.773 33.2576 24.4391 35.1118 19.6644 64.2441
internal_count=2900 1789 1274 1111 661 399 262 315 248 189 101 351 613 498 307 292 238 760 243 206 168 100 79 517 323 249 171 223 109 342
is_linear=0
shrinkage=0.0112276


Tree=28
num_leaves=31
num_cat=0
split_feature=16 5 10 5 10 9 9 0 0 6 8 9 13 5 17 8 19 15 5 8 0 13 6 7 17 15 6 19 0 7
split_gain=61.742 20.6723 20.671 18.9882 11.1872 10.447 10.4469 8.8402 17.0932 7.92407 7.71738 14.6896 8.6744 13.6339 7.47475 7.40243 7.3982 10.3281 11.8103 7.23645 9.53507 7.18497 12.7907 9.07928 10.4834 6.7387 6.51232 6.46496 8.88124 9.27319
threshold=18.594956516900002 11.848158554650002 74.986474174450009 23.803605515150004 83.715897724050009 66.290220196950017 226.28914430085004 93.972365491700018 96.249489528150022 13.400313096150002 4.9461400813500012 191.87997069285004 108.61908538635001 18.613387752550004 197.94573456765002 8.8430989333000021 12.851036860900001 23.900317844600004 13.809011005350003 9.3427090425500019 88.576630023850015 116.67639440335002 22.585527707250005 23.124786352450005 193.63201810280003 29.049007317550004 12.380289263450001 9.4507625164000029 103.82556453975 27.952168727600004
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 16 9 14 15 25 26 -7 -12 -13 -14 21 -2 -4 -18 -19 20 -17 -5 23 -23 -25 -9 -3 -1 -29 -30
right_child=3 2 4 6 -6 10 -8 8 -10 -11 11 12 13 -15 -16 19 17 18 -20 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.012986555299255336 0.005879255443113348 0.00082035973903534301 0.0040355249609600827 0.0025080107815740635 -0.0096840181959015233 -0.011255069900692666 0.012178559504359403 0.00097381861916494197 0.0085202029171646525 0.010301420759532727 0.011803724834051581 -0.012425263771711208 0.010174917050680958 -0.012771024859882721 0.0043025646676980653 -0.016490267665560041 -0.012055447481654087 0.012512801525880034 -0.0094774601506589853 0.0077074345657648828 0.003566086453066027 -0.011788111633251918 0.012896994281109608 0.0059038570334344637 -0.013292789988816951 -0.012166287734700007 -0.014976749553009152 -0.011584174543012742 -0.00050061407534071297 -0.0089404946010554348
leaf_weight=16.395488813519478 200.54365265369415 10.399483911693098 77.676354221999645 12.582848332822321 8.2752634733915311 28.291738726198673 5.4838425964117041 6.5422750264406266 12.430654570460318 6.5102334246039382 5.162198722362521 13.889826804399492 5.9099233970046026 4.9322974681854248 13.494285590946673 5.0454431772232038 7.7910434305667904 6.1463229209184629 4.316590778529644 5.7133300453424445 4.8047347888350487 23.731668524444103 3.2957199960947028 8.070732079446314 4.6584723591804496 10.645997032523153 3.664123371243476 21.111725613474846 34.171515718102455 22.361367277801037
leaf_count=170 572 51 288 49 67 261 11 26 31 18 15 119 15 52 47 31 59 13 33 15 15 178 7 30 29 70 30 184 217 197
internal_value=0.000224444 -0.00328992 -0.00129432 0.00329499 0.00168321 -0.00523383 -0.00133374 0.0046384 -0.000582046 0.00100707 -0.00744053 -0.00383047 -0.00709372 -0.000263554 -0.00245929 0.0053539 0.00266379 -0.0031734 0.00344048 -0.00141559 -0.00670715 -0.00420265 -0.00632656 -0.00806418 -0.00112149 -0.00716484 -0.00329541 -0.00717259 -0.00594491 -0.00383898
internal_weight=594.049 277.005 182.965 317.044 104.206 78.7598 71.3176 245.726 29.6189 20.5738 58.186 29.8942 24.732 10.8422 65.8337 216.107 95.9303 18.254 10.4629 15.5635 9.85018 52.3394 39.7566 36.4609 12.7292 17.1883 14.0636 94.0401 77.6446 56.5329
internal_count=2900 1789 1021 1111 460 561 351 760 127 99 462 201 186 67 340 633 393 105 46 61 46 293 244 237 59 96 81 768 598 414
is_linear=0
shrinkage=0.0101895


Tree=29
num_leaves=31
num_cat=0
split_feature=16 5 10 0 16 4 6 4 7 2 16 3 16 6 2 3 10 15 15 6 18 13 17 17 18 9 13 9 0 13
split_gain=37.0603 14.692 12.9012 11.2885 11.7842 10.7506 15.2159 9.75182 9.27159 15.0459 12.079 11.1978 9.71701 8.32497 8.97077 9.12692 8.86997 10.5873 8.81822 8.58758 7.81778 14.9502 7.7806 8.80873 7.60113 10.7605 9.08845 6.89065 6.859 13.7423
threshold=18.594956516900002 7.7286379265000011 74.986474174450009 86.530713386650021 22.614947116400003 310.49012963040008 15.925372093750001 404.80439994405009 26.565321014450003 215.60007756200005 17.654958715000003 76.884525614550014 15.919962772200003 16.375382608200002 94.025623727450025 108.48197402175002 57.729261435100007 37.128521979500007 47.90801194005001 16.285380505300001 15.556223714900002 104.02719889955002 195.53954078470002 166.83257850275001 13.5538556217 196.26893085885004 109.57886493895002 219.38617924735004 96.249489528150022 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 -1 22 7 5 24 -7 13 9 11 27 -4 20 19 -15 16 -16 -18 -19 -2 21 -13 23 -3 -5 26 -26 -10 29 -27
right_child=3 2 8 4 -6 6 -8 -9 10 -11 -12 12 -14 14 15 -17 17 18 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.011703869905145119 0.00015351396729108049 -0.016373499664788287 -0.020823670447180247 0.013415215700514398 0.014834740090391464 -0.02272769743818992 0.0060748820776287361 -0.023806168409305543 -0.0051073450354367621 0.012933313826737014 0.01631530157764241 -0.01835370583122499 -0.016063408718364518 0.0092770407154627154 0.016649052857037092 -0.020734789473935665 -0.019568837717252183 0.0031416355605878984 -0.014215202590920855 -0.032273843944431009 0.0097058270039164524 0.010286860412097464 -0.020068216030494572 -0.0024296209075059519 -0.026006236800690932 -0.015827442255638376 0.00012976982295789271 -0.021933071185636522 0.019187522419050272 0.0077359803107464892
leaf_weight=52.812791489064693 4.695889472961424 14.436296932399271 6.3657352328300467 28.716001085937023 35.531775251030922 8.2080591991543788 10.47160844504833 3.9827823266386977 23.50324268639088 29.260873422026634 5.3172401413321486 8.9904130548238772 6.8849051669239989 34.225455552339554 8.2193051874637586 5.1369529440999022 6.77655205130577 63.671371623873711 8.3005631715059263 3.6344914063811302 26.193394631147385 9.3041171953082067 10.464413322508333 53.434883460402489 4.7894621938467017 7.1522678583860388 11.012383311986921 8.2491727098822576 9.5472605526447278 47.087384141981602
leaf_count=515 20 149 67 72 86 52 33 31 171 84 13 75 59 100 20 48 42 236 64 27 88 26 115 349 37 42 41 78 19 141
internal_value=0.0001763 -0.00426426 -0.00232307 0.00393945 0.00677179 0.00451568 -0.0065813 0.000619408 0.000854378 0.00368069 -0.00577876 -0.00100837 0.001447 0.00134183 0.00235312 -0.000219763 0.000992005 -0.000642186 0.00113986 -0.0139943 0.00415689 -0.00378787 -0.00735555 -0.0053955 0.00642961 0.00390918 -0.00779193 -0.00947861 0.00680787 0.00462881
internal_weight=556.377 255.217 202.405 301.16 162.516 126.984 18.6797 138.643 124.069 86.9994 37.0697 57.7386 51.3728 134.661 126.33 92.1047 86.9678 78.7485 71.9719 8.33038 44.4879 18.2945 78.3356 67.8712 108.305 79.5888 15.8018 31.7524 63.7869 54.2397
internal_count=2900 1789 1274 1111 523 437 85 588 661 399 262 315 248 557 510 410 362 342 300 47 189 101 613 498 352 280 78 249 202 183
is_linear=0
shrinkage=0.0158389


Tree=30
num_leaves=31
num_cat=0
split_feature=16 10 6 3 7 6 2 6 10 17 9 7 6 6 5 6 10 16 16 0 10 0 15 15 6 18 13 6 8 5
split_gain=30.9654 13.846 10.806 9.89162 8.46502 7.80283 8.84134 9.20389 7.51447 7.35924 10.0396 7.21754 8.465 8.16928 17.2468 12.7175 11.6609 22.386 9.61753 7.79689 21.5396 7.74483 7.50449 6.9743 9.38565 10.9622 10.2634 9.15133 9.02226 8.58794
threshold=18.594956516900002 90.988176966900014 15.675366252400002 93.58791597905001 19.152455927400002 16.395383075500003 125.31286365695001 20.305474434200004 64.84561010645001 192.00356210945003 66.290220196950017 22.862300195000003 13.075305502400001 16.465384711100004 22.852794041600003 16.565387047600002 66.697957758300021 19.974953289850003 22.614947116400003 96.249489528150022 70.182199495350019 86.530713386650021 30.046989284200006 30.046989284200006 13.665319288000001 17.327266398450003 95.870416931800023 12.380289263450001 2.4480895352000007 11.848158554650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 -5 -7 9 -6 10 -8 -2 -13 16 15 18 21 19 -15 20 22 -14 -18 24 25 27 28 29 -27 -10
right_child=3 -3 -4 5 8 6 7 -9 23 -11 -12 12 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.015357306013799442 0.0097512841608796523 -0.012224962950344647 -0.012628133420956974 -0.013311541660763397 -0.017648543602789755 0.005141776863897286 0.0052368918339316776 0.016847222916538378 -0.0071836055215411723 0.0022408400249634905 -0.012325630916397871 -0.01224083235912812 -0.0019923428740792645 -0.032340018763892274 0.0098671311700082465 0.0024325463100753853 0.013016104546312855 -0.024033877375456762 -0.0065064344661470448 0.014677337519696309 -0.014177258645472346 0.010094780852742985 -0.001143666515719005 -0.011387779475047877 0.0040575697867824998 0.005937655989377298 0.011036923814779481 -0.013258745330935011 -0.012984641340743123 0.0007609729262167892
leaf_weight=4.8191576823592177 36.36201348900795 25.117979317903519 15.174735099077223 7.1132428273558608 4.8112928867340079 39.888315089046955 6.9572049677372005 3.5960029810667029 41.621542282402515 17.291401423513889 23.05282137542963 5.4682331755757323 10.014971621334551 5.0798607617616707 11.343906253576277 7.0189564526081076 15.42991563677788 5.4181459918618193 4.4293117225170135 8.3904166594147664 10.827064037322996 66.490771695971489 10.213392317295073 10.936203490942715 47.535142607986927 8.541395843029024 16.560169160366058 16.661665707826614 8.0240170136094076 48.227207649499178
leaf_count=10 96 319 197 43 45 134 29 7 357 73 163 29 43 36 33 24 35 37 19 18 74 175 43 108 193 43 49 135 74 259
internal_value=0.000129524 -0.00320592 -0.00218964 0.00293975 -0.00142714 -0.000387828 0.000624771 -0.00291521 -0.00182576 -0.00441761 -0.00825412 0.00459771 0.00342741 0.00398139 -0.00229966 -0.0106502 0.0053622 0.000568598 -0.0203069 0.00354001 0.000977741 0.00851252 0.00737645 -0.00144148 -0.000860328 -0.00253449 0.00390333 -0.0045367 -0.003228 -0.00291927
internal_weight=542.416 248.031 222.913 294.386 207.738 97.899 90.7857 50.8974 202.919 47.3014 30.01 196.487 160.125 154.657 27.872 16.5281 126.785 50.2789 9.50917 44.8608 36.4704 76.5057 25.6433 198.107 187.171 139.636 33.1256 106.51 16.5654 89.8487
internal_count=2900 1789 1470 1111 1273 449 406 272 1263 265 192 662 566 537 112 79 425 207 55 170 152 218 78 1218 1110 917 166 751 117 616
is_linear=0
shrinkage=0.0128137


Tree=31
num_leaves=31
num_cat=0
split_feature=16 10 5 6 7 10 5 6 18 15 16 16 19 16 9 4 18 9 2 19 16 3 5 9 17 10 5 16 13 0
split_gain=43.4684 16.326 13.6324 12.5331 8.51361 10.7228 8.9893 11.583 12.8265 9.53091 9.8759 12.4315 11.049 9.2565 15.7425 8.8326 8.24668 8.02573 7.70445 8.03663 7.48427 6.73421 8.40597 6.71247 6.5845 6.49764 15.8375 14.6812 8.71991 15.4794
threshold=18.594956516900002 90.988176966900014 23.803605515150004 15.675366252400002 19.468732114900003 66.499011856650014 10.718565385000002 2.7550643716500001 16.433295803950003 32.540328261750005 13.534968349350001 15.919962772200003 10.550851274900003 17.844958270700005 191.87997069285004 263.43455917665005 17.327266398450003 227.14331114760003 187.77144079505004 12.651020723000002 18.384957008000004 80.941408933400012 13.264960807550002 184.56123852025004 172.46189488870002 66.697957758300021 20.766972852450003 19.974953289850003 109.41218053485001 95.590817286200021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 25 4 -1 -6 7 8 -7 10 12 18 15 14 -13 -8 -9 -4 19 -12 -15 22 -20 -18 -14 -2 27 28 29 -27
right_child=2 -3 17 -5 5 6 9 16 -10 -11 11 13 24 20 -16 -17 23 -19 21 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.012123447139227818 0.0060383319784179032 -0.012541120931674761 -0.0026489416798049282 -0.012845950045651899 -0.014895974275233318 0.01601409805456553 -0.012365084608061624 -0.01222356155131102 -0.010282927681574499 -0.015557834421017939 0.004766540152679165 0.0047994903903937815 -0.0022194648773192528 0.0086244806681160108 -0.01630070729843287 0.0079140235752297294 0.0057586404917645811 0.014888353368324827 0.01290850050499999 -0.011477239318039343 -0.0085596335478683293 0.016702075040183357 -0.0059559533824354001 -0.016712387126498959 -0.016621478273544099 -0.0092225682665852977 -0.020063133490914892 -0.014126745232822951 0.010352186460391497 0.011146899208392149
leaf_weight=6.7473372444510451 174.03186250478029 27.932726666331291 63.745959468185902 16.801085613667965 9.7337387055158597 6.9098459631204587 4.5284021496772793 31.049960985779762 4.9542415514588356 5.8338287547230712 28.643371149897575 9.1067798584699649 8.1740592345595378 13.903330177068712 13.89152607321739 12.745111078023909 8.4565188661217672 4.3356417864561072 8.6080196574330348 5.6773991435766211 5.5036622211337081 14.840553030371664 6.4117432087659827 2.7374473661184302 12.476097300648687 12.894916065037252 4.9506975561380377 6.7172913476824752 26.887911356985569 10.553897731006144
leaf_count=17 517 319 342 197 81 17 38 287 39 66 104 37 48 51 113 45 38 9 22 38 38 28 32 25 109 74 37 38 68 26
internal_value=0.000165011 -0.00352088 0.00338487 -0.00246104 -0.00167131 -0.00210587 -0.00149695 -0.00585646 0.00503291 7.2018e-05 0.000702991 0.00264791 -0.00476331 -0.00259246 -0.00794553 0.00259768 -0.00891471 -0.00153211 0.0061103 0.00207947 0.00375121 0.0107432 0.00485551 0.000263425 -0.0109207 0.00480311 0.00133615 0.00319301 0.00550428 -5.463e-05
internal_weight=569.785 265.667 304.118 237.734 220.933 214.186 204.452 54.108 11.8641 150.344 144.51 106.586 37.9237 42.4053 22.9983 17.2735 42.2439 68.0816 64.1811 34.3208 19.407 29.8603 15.0198 11.194 20.6502 236.037 62.0047 57.054 50.3367 23.4488
internal_count=2900 1789 1111 1470 1273 1256 1175 406 56 769 703 463 240 239 150 83 350 351 224 142 89 82 54 63 157 760 243 206 168 100
is_linear=0
shrinkage=0.0124726


Tree=32
num_leaves=31
num_cat=0
split_feature=16 10 6 5 13 16 7 10 15 5 13 13 2 3 12 7 17 15 19 10 16 7 9 13 0 5 9 19 18 9
split_gain=28.2495 12.9 9.98622 9.38292 7.76845 7.3994 7.26917 9.00122 6.55923 7.62884 9.04543 7.34516 8.74231 10.252 6.89417 8.77603 9.86077 7.47311 6.44732 7.05961 6.24242 10.1387 7.19759 6.01126 9.80283 5.79176 17.0554 5.56134 5.4842 13.0689
threshold=18.594956516900002 90.988176966900014 15.675366252400002 23.803605515150004 113.58197909515002 22.694946929300002 19.468732114900003 66.499011856650014 32.540328261750005 12.294714844000003 92.692659421600013 92.138837046750012 169.65174180905004 73.074980443700014 207.71672397260002 23.195026784100005 210.17222418255002 26.870208776000002 13.451085274650001 70.343506983200015 13.534968349350001 21.191863660750005 207.37918994975004 108.61908538635001 95.762878606550018 30.133297129900004 206.92464388935002 10.650859343850001 15.946034773700001 206.08249486475003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -5 -6 -1 -8 9 10 11 12 -9 -14 15 -11 23 20 19 -12 21 -16 -22 24 -17 26 -7 -23 29 -26
right_child=3 -3 -4 4 5 25 7 8 -10 14 18 -13 13 -15 17 16 -18 -19 -20 -21 22 27 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.015049669230434715 0.0051793825333133542 -0.015187749919521657 -0.015704870406707247 0.021413791298214708 -0.0069042651432502881 0.010309623424449152 -0.01815381231671714 -0.02033688753193149 -0.019723348278652218 -0.022150417731421335 0.012712137350833484 0.013631733925505762 0.0063309141111026574 -0.020950058766335294 0.01597205810503732 -0.022824717241451319 -0.0215366005271342 -0.011936780805541978 0.0091513214183535363 -0.019006094303633703 0.016234044849480222 -0.00032856054834944185 -0.00029958589286902898 0.017318022220349807 0.0025922734712423897 0.018632672597915446 -0.030720542773316688 -0.025472284160552753 0.008012160198792858 -0.026447509800879797
leaf_weight=6.5921843349933615 224.58878580480814 24.130441103130579 14.515001863241194 3.6074349880218497 42.952890232205391 10.032034397125246 9.0473384298384172 6.8419775106012848 5.1137121729552737 5.3507827296853057 2.0405528172850671 7.6630200892686835 17.606388017535213 4.5925617255270472 5.751617304980754 4.6335877776145926 5.3749606609344474 5.7699395716190329 3.026061847805976 20.462672300636768 24.274999663233757 5.2736858427524549 9.7621893957257253 5.7167367786169043 21.046753875911239 5.8947021812200537 3.6548940241336814 4.1616583615541458 21.596959173679352 5.088587097823619
leaf_count=17 760 319 197 8 270 34 81 79 66 52 8 30 92 48 16 42 53 39 13 211 66 26 46 13 107 13 26 38 86 44
internal_value=0.000164566 -0.00389785 -0.00266683 0.00359405 -0.00178902 -0.00312752 -0.00175166 -0.0023049 -0.00155476 -0.00105534 -0.00569981 -0.000529485 -0.0042662 0.000686974 0.00127935 -0.00215121 -0.000464867 0.00557165 -0.0131333 -0.0161299 0.00762395 -0.00104527 0.011492 0.00148511 -0.000243356 0.00515689 -0.000646882 -0.0114187 0.00194872 -0.00306181
internal_weight=536.165 245.434 221.304 290.731 66.142 62.5345 206.789 200.197 191.149 186.036 62.2332 36.7039 29.0409 22.1989 123.802 68.8084 63.4576 54.9941 25.5293 22.5032 49.2242 15.187 34.0372 58.0826 52.3659 19.5816 13.6869 9.43534 47.7323 26.1353
internal_count=2900 1789 1470 1111 351 343 1273 1256 1175 1109 481 249 219 140 628 397 345 231 232 219 192 80 112 292 279 73 60 64 237 151
is_linear=0
shrinkage=0.0162611


Tree=33
num_leaves=31
num_cat=0
split_feature=16 8 9 9 0 10 6 15 12 13 6 19 4 5 3 8 8 2 8 3 7 15 17 5 16 15 12 10 0 16
split_gain=24.5601 17.4008 17.468 12.6947 11.6457 16.4074 10.3715 10.3065 10.055 9.35241 8.92998 11.2336 7.63551 7.58027 21.7643 7.53658 9.90226 9.12283 9.4423 9.38764 7.86985 7.72905 7.2171 7.18039 6.60971 8.15672 13.2807 6.55239 14.5619 6.5104
threshold=13.534968349350001 4.9461400813500012 75.115715165350011 186.67271206880002 85.716110573100011 61.928633034850002 5.1551204485500008 17.047047148850002 176.04981466085005 73.376087754350024 14.855347092800002 12.651020723000002 161.23541642690003 30.133297129900004 94.92945658615001 2.8477776226000002 7.8438787148500007 219.74617996645003 1.3489472949000001 68.555682326450011 21.330714749000006 12.209425427750002 166.83257850275001 29.040033326300005 17.844958270700005 37.576156502300009 369.59988112290006 70.085415002650009 94.776214472700005 15.644963415300001
decision_type=2 2 2 2 2 2 2 2 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 6 -3 5 13 7 -2 -1 -10 11 -6 -13 14 -5 17 -17 21 -19 -20 -21 -11 23 -8 29 27 -27 -26 -29 -14
right_child=1 3 -4 4 10 -7 22 -9 9 15 -12 12 24 -15 -16 16 -18 18 19 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.011856139278059511 0.0035089928238742876 0.0076426234286808949 -0.013709631597899702 0.0068658543738589492 0.0042438548916072074 -0.014751495464611299 -0.014917682992563673 -0.013316363347362867 -0.013152398612158951 0.0052075294175976446 0.0037181366861314055 -0.015836512673986974 0.00033389624957752746 0.011502102417154431 -0.0168845206906253 -0.012159648339492729 0.0029436794724667851 -0.0054577300017876543 0.020548928093227815 0.011808814128362224 -0.0055401366856876614 -0.013268076874101994 0.004254572095671233 0.0032994268652881925 0.010714408563019504 -0.016079804188991909 0.0092786033393278625 -0.015421220585059455 0.003774419116850078 -0.011825176509842652
leaf_weight=19.620857898145914 6.2839127779006985 41.89420298486948 15.308332502841948 11.015130341053014 42.749012269079685 11.708205409348009 5.1278733238577825 12.338382132351397 9.1965694762766343 4.067583814263342 164.57912934198976 4.6870599389076224 8.5711303427815455 5.6639302819967261 7.3611196577548972 13.421915736049415 7.8782669790089122 6.9757342785596874 5.6897552907466915 6.5446350425481779 5.5055608823895454 7.1254807412624359 33.691978871822357 4.7816383689641953 8.8783747851848585 7.2924264371395093 3.4931933060288429 5.5301078408956554 24.729468870908022 12.20965403690934
leaf_count=231 34 129 182 34 167 101 55 147 126 28 568 34 42 13 49 158 41 68 15 15 33 85 151 25 22 58 10 50 121 108
internal_value=9.36506e-05 0.00111989 -0.00347595 0.00210869 0.00138071 -0.00437019 -0.00095826 -0.00763881 -0.00513016 -0.00314283 0.00210788 -0.000135343 -0.00261847 0.000685786 -0.00264802 -0.00153376 -0.0065734 0.00145564 0.00508299 0.00922783 0.00388233 -0.006554 0.00189502 -0.00612738 -0.00174223 0.000367283 -0.00786685 0.00263644 0.000266308 -0.00681011
internal_weight=523.921 437.894 77.5321 360.362 318.468 35.7484 62.2238 18.6223 86.0264 66.4055 282.72 118.14 75.3914 24.0402 18.3762 57.2089 21.3002 35.9088 24.7157 17.74 12.0502 11.1931 43.6015 9.90951 70.7044 49.9236 10.7856 39.138 30.2596 20.7808
internal_count=2900 2100 594 1506 1377 197 412 181 800 569 1180 612 445 96 83 443 199 244 131 63 48 113 231 80 411 261 68 193 171 150
is_linear=0
shrinkage=0.0106939


Tree=34
num_leaves=31
num_cat=0
split_feature=16 3 6 15 18 15 13 7 13 15 0 10 9 0 15 4 17 16 13 6 16 7 9 19 9 3 16 13 5 6
split_gain=21.1487 11.4333 9.88806 12.0512 11.0668 7.05969 8.55659 8.0771 6.5358 9.51461 11.7023 9.77745 9.11005 8.45369 8.40344 8.23208 7.80875 7.55365 11.1987 10.649 7.50426 8.26641 7.48679 10.2054 7.05922 6.27753 5.99584 14.2424 13.7068 8.13624
threshold=11.934972090850001 108.48197402175002 5.0951190466500007 17.382777826050003 16.255760498500003 46.574831689400007 117.61735474900001 23.539316666200005 109.41218053485001 28.452330424200003 95.762878606550018 72.953999827850012 210.70699256735003 86.530713386650021 24.287520732450002 385.08236174150005 166.83257850275001 22.614947116400003 117.38883580790001 16.435384010100005 18.714956236300004 22.726915405250001 205.07255049940002 14.451165964200003 199.82130058355003 93.394346993650018 19.214955067100004 112.82921081865001 17.671168838450004 15.785368822600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -8 9 12 -11 -12 16 15 -14 20 -4 18 26 -20 -10 -22 23 24 25 -23 -15 28 -28 -29
right_child=1 -3 5 -5 -6 6 7 -9 13 10 11 -13 14 17 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0079017287356916918 0.015110733424395549 -0.013412094545013986 -0.0087632852642134194 -0.015219882132581306 -0.018204818987555785 -0.016658513213509009 -0.011358420837168089 0.012016881226654246 -0.013147016451746056 -0.015766061860070513 0.010881148829814311 -0.014796240164601113 -0.012531827186620199 0.012826096620153457 0.0034973131357567814 -0.021342431753352868 0.0047872936769748397 0.012341596242236198 0.0033747824818169767 -0.02457912574731623 0.0058602079822285321 -0.00086924608072238196 -0.018949700686976625 0.0076747035597616491 0.0055018690067396925 -0.019974518925961492 0.011138475178957033 -0.0023866559983126926 -0.015154920106806908 0.011548497918910194
leaf_weight=57.609769508242607 6.5600961819291133 10.407127898186443 9.1666291244328004 14.675735987722872 2.7982910498976707 8.6629622355103511 5.2057231664657575 6.589074969291687 6.3034095354378215 14.879950135946276 8.8164308406412584 4.360247377306222 14.952584885060789 19.960594989359379 11.294890671968458 3.1306435279548159 95.840022824704647 31.1894566193223 6.0478655621409398 4.8158661648631096 62.517529487609863 5.6222707852721241 4.6463371813297263 17.780593983829021 6.2863282933831206 8.4965823441743833 5.7740715593099621 10.855100408196448 12.020598992705343 34.251823492348194
leaf_count=609 27 127 80 185 31 76 38 18 84 139 35 37 111 52 55 25 439 82 20 29 203 21 30 57 21 53 15 43 69 89
internal_value=0.000103694 0.00111974 0.00146074 -0.0072887 0.00514891 0.00196205 -0.00607401 0.00170002 0.00237407 0.000172132 -0.0072418 0.00238434 0.00175692 0.00383754 -0.00563412 0.00108968 0.00360439 0.00636253 0.00437285 -0.00901712 0.00171865 0.00260812 -0.00213862 -9.30959e-05 -0.00686177 -0.0123666 0.00612836 0.00400296 -0.00662316 0.00819497
internal_weight=511.519 453.909 443.502 24.0341 9.35839 419.468 20.4578 11.7948 399.01 159.311 28.0566 13.1767 131.254 239.699 26.2475 114.784 105.007 124.915 93.7259 10.8637 111.653 105.35 42.8321 38.1858 20.4052 14.1189 82.8622 62.9016 17.7947 45.1069
internal_count=2900 2291 2164 243 58 1921 132 56 1789 896 211 72 685 893 166 494 519 399 317 49 469 385 182 152 95 74 268 216 84 132
is_linear=0
shrinkage=0.0140261


Tree=35
num_leaves=31
num_cat=0
split_feature=13 8 9 9 6 8 0 10 13 16 15 7 5 3 7 17 17 12 5 17 18 7 10 6 9 15 15 6 6 13
split_gain=17.9845 13.9867 15.503 11.5385 9.90905 9.71128 9.41925 13.2293 9.23749 7.61772 7.4205 7.34941 6.60963 17.3959 6.3009 6.29736 7.84909 5.95713 7.21276 8.18567 5.9092 7.81764 6.1797 9.52656 7.85642 5.74259 5.71854 7.24949 13.7866 8.67297
threshold=95.99139754765001 4.9461400813500012 75.115715165350011 186.67271206880002 5.1551204485500008 2.9476996444500005 85.716110573100011 61.928633034850002 73.376087754350024 22.654947022900004 33.349666957650008 22.597569836950004 30.133297129900004 94.92945658615001 21.725272673150005 217.44035869100003 201.37020668845003 325.25099387990002 29.040033326300005 166.83257850275001 14.708525021850003 22.969987962250006 90.740838818900016 2.7550643716500001 38.559541491950007 13.877325201300001 19.215947067900004 13.665319288000001 13.775321858200002 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=5 2 4 10 -2 8 7 12 -1 11 -3 -8 13 -5 17 16 20 18 19 -6 -10 -22 23 -23 -25 -26 -13 -28 -29 -30
right_child=1 3 -4 6 14 -7 9 -9 15 -11 -12 26 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 25 -27 27 28 29 -31
leaf_value=-0.020402140234523018 -0.02020912834730032 0.021600621388493745 -0.021013417125138396 0.0094343748699536462 -0.022707545428039648 -0.017234189892484684 0.01362561936581538 -0.021883013254180579 -0.017769222028052242 0.010964555350306692 0.0061476138740962421 0.0097613556959446797 0.017171678037172851 -0.024875580742394973 0.013213011561711377 0.021459042983566462 -0.020210879309494334 -0.025759892658256407 0.01174554596234219 0.00079363541358272297 0.017921912290908851 0.016299508705435856 -0.019632790812802618 -0.021305062581986511 0.01899228075053401 -0.010051955451574588 -0.006540681110531024 0.019263181826842845 -0.0064299292399522066 0.0026332862884009701
leaf_weight=8.2249255850911123 6.9561601243913165 13.734652336686848 14.724288731813429 10.654493466019636 5.7839489206671741 21.106509856879711 14.402763813734053 11.130227379500864 4.6389020048081866 29.520526148378849 25.984707243740559 20.223200559616089 5.3881928026676169 7.134187512099742 10.397094152867792 3.3832878805696955 6.2952274940907946 2.7741378843784323 10.588928803801535 16.541770536452532 7.5828384310007086 8.4456323161721283 4.5741657689213744 5.9809359796345216 3.9577811695635319 3.9160467945039272 37.057998333126307 12.081645108759401 40.199128456413746 126.93054755777121
leaf_count=127 99 35 200 34 68 268 39 103 44 92 91 76 13 49 36 15 85 24 45 96 24 29 70 70 16 36 241 30 268 477
internal_value=0.000114898 0.00150156 -0.00557664 0.00285485 -0.00129145 -0.00738078 0.00176491 -0.00664548 -0.00373215 0.00279387 0.0114911 0.0018325 0.000672038 -0.0043257 0.00156397 -0.00092108 -0.0025892 -0.0018297 0.000187199 -0.00529484 0.000248219 0.00267386 -0.00162849 0.00206448 -0.00661295 0.00454714 0.00111428 0.000305699 0.00172142 0.000453342
internal_weight=500.315 422.209 67.7663 354.442 53.042 78.1063 314.723 34.3071 56.9997 280.416 39.7194 250.895 23.1769 17.7887 46.0859 48.7748 45.3915 35.6888 32.9146 22.3257 39.0963 34.4574 26.8746 22.3004 13.8548 7.87383 236.493 216.269 179.211 167.13
internal_count=2900 2116 568 1548 368 784 1422 199 516 1223 126 1131 96 83 269 389 374 233 209 164 289 245 221 151 122 52 1092 1016 775 745
is_linear=0
shrinkage=0.0170045


Tree=36
num_leaves=31
num_cat=0
split_feature=5 3 16 19 12 15 13 7 19 16 16 13 7 2 6 13 19 6 6 10 0 0 18 5 0 19 9 17 18 18
split_gain=23.1271 12.146 8.64214 7.98534 8.87316 7.4797 7.83075 7.55256 7.02001 6.41335 5.56215 9.86259 7.52603 6.65079 7.03164 5.73358 5.38886 10.9817 9.05327 9.11635 10.0163 8.95252 8.78043 8.66483 7.0855 6.67997 9.59607 7.40512 11.1134 8.42848
threshold=12.294714844000003 108.48197402175002 13.534968349350001 10.650859343850001 182.87454670205003 46.574831689400007 117.61735474900001 23.539316666200005 9.4507625164000029 8.5099800999500008 12.024971880400001 92.692659421600013 26.709562027450005 173.31297745125002 5.1551204485500008 92.138837046750012 11.850956171350001 13.665319288000001 13.775321858200002 70.182199495350019 96.055920542800024 87.181320254150009 13.954623666350001 13.264960807550002 97.835679825150024 14.351157895250003 66.290220196950017 173.53196984515003 13.042786209850002 13.216310940950001
decision_type=2 2 2 2 2 2 2 2 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 -2 16 -7 -8 -1 -10 -11 12 -12 14 -13 -14 -4 23 -19 21 22 25 -21 -18 -22 26 -20 -28 -29 -30
right_child=1 -3 5 -5 -6 6 7 -9 9 10 11 13 15 -15 -16 -17 17 18 19 20 24 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.01519714854618991 -0.012987326985821297 -0.012243043182399467 0.0097501412582493511 -0.010542338372659738 0.0071625338034561684 -0.01465311728881118 -0.010024274129510754 0.01049706298453661 0.0063806953973536999 -0.011946281034635275 0.0089654855387168077 -0.015278228513664971 -0.015961595304583718 -0.016620126647642123 0.0031578153866851939 0.0095226572451689601 0.0061011552009923881 0.013704112806329594 0.011089148316716745 0.011252013973603396 0.0061604946640166731 0.0066845980967411645 -0.011478910414939996 -0.00631474147234822 -0.011492513836148955 0.0038739397009354614 -0.014256977435206472 0.0058837231655171889 -0.023219367153988521 -0.0033091585010623305
leaf_weight=11.703139442950485 4.916903696954253 10.453936424106358 16.686652690172195 17.33612572774291 12.966216862201689 8.4974102601408976 5.2500955983996374 6.6075985878705978 7.8328138850629321 17.676343347877264 12.97405741736293 5.1883131116628673 4.4862666912376872 10.362210057675837 9.6550859436392766 2.1210419833660126 12.161881558597086 12.898361526429651 7.8657692745327941 3.2177570983767536 21.903114642947916 101.28688737750053 20.015403360128403 37.262425001710653 4.4651527926325789 86.114346615970135 9.4364116303622705 17.02934443205595 4.6976133659482029 13.254486978054045
leaf_count=170 46 127 60 161 50 76 38 18 61 220 62 72 55 113 48 9 45 33 23 9 81 316 173 241 31 295 109 65 34 59
internal_value=0.000182804 0.00135733 0.00169275 -0.0043655 0.0016224 0.00224175 -0.00529506 0.00141107 -0.00603827 -0.00451347 -0.00587958 -0.00348521 0.00331482 -0.00876791 -0.00328626 -0.00778078 0.0026583 0.00232173 0.00323459 0.00276779 -0.00221628 0.00379921 -0.00833071 -0.00325955 0.00317117 0.00168753 -0.00191362 -0.00421622 -0.00150768 -0.00851916
internal_weight=516.323 434.324 423.87 35.2192 17.8831 388.651 20.3551 11.8577 81.9993 70.2961 62.4633 44.787 19.5814 25.2056 14.8434 6.60731 368.296 351.609 302.185 289.286 49.6014 239.685 23.2332 49.4243 26.3683 138.398 52.2836 44.4179 34.9814 17.9521
internal_count=2900 2090 1963 257 96 1706 132 56 810 640 579 359 126 233 120 64 1574 1514 1228 1195 294 901 182 286 112 585 290 267 158 93
is_linear=0
shrinkage=0.0127721


Tree=37
num_leaves=31
num_cat=0
split_feature=16 5 5 10 0 9 5 3 18 17 6 19 16 7 17 13 16 7 18 6 10 16 3 2 5 8 8 15 14 0
split_gain=36.637 13.8375 12.8899 12.2907 9.66784 11.8537 12.7449 18.5826 11.3952 8.77575 8.00188 7.61793 16.9871 7.19356 7.06836 6.80231 10.8478 6.30967 6.26234 19.7302 6.13359 15.6347 8.74356 8.13126 7.09715 6.82726 9.72879 5.801 10.5226 5.71855
threshold=18.594956516900002 7.7286379265000011 23.803605515150004 74.986474174450009 98.615332683000005 187.70546222865002 14.515626273450001 75.559115756250023 16.083212871900006 195.53954078470002 15.675366252400002 12.050972309250001 17.654958715000003 19.468732114900003 166.83257850275001 116.59305220125002 22.694946929300002 23.124786352450005 16.433295803950003 2.7550643716500001 66.697957758300021 19.974953289850003 89.227236891450005 149.51820635915001 19.998562110200005 8.8430989333000021 9.3427090425500019 29.334060236450004 216.12004062900004 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 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 20 9 -5 -6 7 -7 -9 10 13 -10 -13 -3 -15 -4 17 -17 19 -1 22 23 -2 27 -25 -24 -27 -22 29 -29
right_child=2 3 15 4 5 6 -8 8 11 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 21 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=0.0092948564902559094 0.0088145626690136949 0.0077784279232465314 0.0041650861698715493 0.0043085363575592782 0.0038089042343554891 -0.009098742121571305 -0.0099248302541345319 -0.009576157713417013 0.0078502721432412333 -0.010924947221454248 -0.0082640790848572659 -0.010506676951290267 0.0098383841725303029 -0.011584291506650224 -0.0010545869176584138 -0.0089357066375274768 0.0025726210191720205 -0.0015542827159949141 -0.0085076913210258304 -0.0086476967395903055 0.0068046716456911195 -0.01023782646721658 0.0037665463645355263 0.0011827738179380843 -0.013196148664702494 -0.0091099567109971542 0.0060095851020010669 0.00089678243975009489 0.0093769696497789622 -0.011297841269995165
leaf_weight=6.7845249548554447 23.184546485543251 5.7981958091258994 14.067108094692228 34.095406591892242 26.16299107670784 14.147665880620478 14.619891427457331 4.890665039420127 18.103407174348835 10.858682874590157 14.464522697031496 6.2531198710203153 5.5956458002328873 5.1776512823998919 40.234469067305326 17.41527234017849 19.393926076591015 15.978409565985201 31.182109534740448 12.600014127790926 24.830999292433262 7.9736808538436881 135.92976795881987 6.6774575114250165 3.9201221764087677 7.2991306930780393 5.2758168131113052 6.2984109371900576 6.1024048700928679 4.9353094771504402
leaf_count=18 52 15 49 118 123 155 116 38 52 115 191 46 13 48 244 153 73 76 355 142 67 47 412 25 31 39 14 22 15 36
internal_value=0.000201548 -0.00218872 0.00220595 -0.00118817 0.000463097 -0.000997379 -0.00297421 -0.00089998 0.00242906 -0.00386074 -0.00269274 0.00438931 -0.000898608 -0.0011191 -0.00225513 -0.0010765 -0.0024733 -0.0054038 -0.00615401 -0.00236786 0.0031501 0.000833296 0.00396972 0.00250634 -0.00413609 0.00321334 -0.00276656 0.00417574 0.000410243 -0.00446068
internal_weight=550.251 250.969 299.282 200.402 123.869 89.7734 63.6104 48.9905 34.8428 76.5335 65.6748 29.9522 11.8488 51.2103 45.4121 66.8547 52.7876 33.3937 50.5666 19.3845 232.428 60.7384 171.689 52.7647 10.5976 148.505 12.5749 42.1671 17.3361 11.2337
internal_count=2900 1789 1111 1274 661 543 420 304 149 613 498 111 59 307 292 351 302 229 515 160 760 243 517 196 56 465 53 140 73 58
is_linear=0
shrinkage=0.00848275


Tree=38
num_leaves=31
num_cat=0
split_feature=5 3 16 19 15 13 7 19 15 16 16 16 13 7 2 6 13 3 19 6 6 10 0 0 6 6 5 7 5 18
split_gain=18.7287 10.2162 6.72303 7.33724 6.92059 7.26041 6.96146 6.68639 6.04524 7.35444 5.91 5.28146 9.4921 6.96574 6.40923 6.27771 5.45181 4.8562 4.4395 9.04642 8.98977 8.1472 9.08958 8.10443 8.41788 8.28211 14.268 12.5332 8.04909 8.03797
threshold=12.294714844000003 108.48197402175002 13.534968349350001 10.950883550750001 46.574831689400007 117.61735474900001 23.539316666200005 9.4507625164000029 17.183237161800005 9.2749783111000017 8.5099800999500008 12.024971880400001 92.692659421600013 26.709562027450005 173.31297745125002 5.1551204485500008 92.138837046750012 61.205437797800009 11.850956171350001 13.665319288000001 13.775321858200002 70.182199495350019 96.055920542800024 86.001087134900004 16.395383075500003 16.455384477450004 22.852794041600003 23.282607548150004 13.264960807550002 13.954623666350001
decision_type=2 2 2 2 2 2 2 2 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 18 -6 -7 -1 9 -2 -9 17 13 -13 15 -14 -15 -12 -4 28 -21 23 29 24 -22 -25 27 -27 -20 -23
right_child=1 -3 4 -5 5 6 -8 10 -10 -11 11 12 14 16 -16 -17 -18 -19 19 20 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.018433902417314504 -0.013719128927786411 -0.014461428709690896 0.011056965832662646 -0.015964982858822779 -0.017826299061802216 -0.01223431833711959 0.012302477842127462 0.0078767139862635609 -0.012379150752477686 0.011018795919000932 0.0023717853631511636 0.011147419730703045 -0.018457988317138078 -0.019385263272255263 -0.020210879839057679 0.0036678235883331736 0.011517223926114999 -0.018619798273551879 0.0075199309260798935 0.016659566101170684 -0.013765064216667263 0.013335924998599921 0.0035369412240269472 0.0085674378016243891 0.0020667092368059506 0.00051641953897316249 0.0142569306869289 -0.023153100073515936 -0.0073847584686096146 -0.013869328490170149
leaf_weight=10.738915368914602 3.8991262391209665 9.7279492504894716 16.000091467052698 10.28189982101321 8.2935189269483107 5.1339150443673116 6.4771621972322464 7.7386780604720107 6.9010157063603392 12.5806886292994 3.4419832378625896 12.761279165744783 4.7585598155856159 4.2191491946578017 9.7988401390612108 9.5510610118508321 2.1267645135521889 13.18889234960079 11.893633633852003 12.522396482527254 9.4067795537412149 3.1198631823062923 25.857755493372679 112.77978628873825 71.895084850490093 19.910451829433445 12.395011767745016 7.6774261966347686 36.560826268047094 19.518434930592775
leaf_count=170 33 127 60 111 76 38 18 61 57 56 34 62 72 55 113 48 9 186 45 33 67 9 112 351 334 73 32 44 241 173
internal_value=0.000170631 0.00148005 0.00185544 -0.00488515 0.00245345 -0.00657976 0.00145337 -0.00689826 -1.27151e-05 0.0051658 -0.00506531 -0.00673883 -0.00383853 0.00444652 -0.0104049 -0.00368995 -0.00902863 -0.0142753 0.00295354 0.00257613 0.00361102 0.00303274 -0.00283825 0.00424915 0.000234943 0.00638556 0.000231118 -0.00607057 -0.00372625 -0.0101201
internal_weight=501.157 422.833 413.105 33.6627 379.442 19.9046 11.6111 78.3241 23.3808 16.4798 67.5852 59.8465 43.2157 19.1072 24.1085 14.3096 6.34591 16.6309 359.538 343.537 295.083 282.561 48.4961 234.065 81.3019 152.763 39.9829 27.5879 48.4545 22.6383
internal_count=2900 2090 1963 257 1706 132 56 810 146 89 640 579 359 126 233 120 64 220 1574 1514 1228 1195 294 901 401 500 149 117 286 182
is_linear=0
shrinkage=0.0157379


Tree=39
num_leaves=31
num_cat=0
split_feature=5 17 16 10 5 7 16 3 13 3 16 13 0 5 12 3 5 18 16 15 13 3 10 6 6 4 6 3 3 10
split_gain=16.2427 9.49828 12.351 6.37429 18.2079 9.26699 9.32342 8.67344 8.06129 7.71722 9.99552 14.256 8.93656 9.9231 7.44575 13.686 7.47122 8.32113 7.40912 6.95545 6.34159 7.32304 8.03748 5.76971 8.32655 5.69751 11.2149 11.6054 5.69211 5.48458
threshold=7.7286379265000011 168.45154159730004 21.084950694200003 60.474177186300004 30.133297129900004 20.234873028950002 22.724946859200003 93.883646373400012 109.57886493895002 84.146051024900018 19.214955067100004 109.34496908160001 97.835679825150024 14.624842172000003 133.01805689090003 93.308316333450009 22.732890661650003 13.216310940950001 22.624947093000003 29.049007317550004 117.59047016770002 94.319176590550015 61.960894532450006 13.665319288000001 13.775321858200002 310.49012963040008 15.925372093750001 90.988176966900014 77.642670807350015 90.740838818900016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 -2 4 -3 -5 7 8 9 12 11 19 -7 -14 -10 18 -17 -18 25 -11 -9 22 -22 28 -25 -16 -27 -28 -15 -1
right_child=1 3 -4 5 -6 6 -8 20 14 10 -12 -13 13 23 15 16 17 -19 -20 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.004884484081236682 -0.0090614395913285531 -0.018269786536245686 0.02173669224964981 0.016367012666012478 0.0077574351010080891 0.0066917226827486829 0.012284836730428676 -0.015674575347833959 0.0083067150973565144 -0.0031263673137847683 -0.026064932363114478 0.014193519024588217 0.0016128279795017257 -0.0017440984118651808 0.0045093888187998704 -0.018888312810298388 -0.016660121579309285 0.0042687168714322385 0.010727568969644547 -0.018486241030914417 -0.019669419435512276 0.013117956045345054 0.0065377785881579695 0.012888798590319933 -0.013915552434383961 -0.021758602085556304 0.018259053667068335 -0.010325469423475314 -0.020962994669437685 -0.016132102613574596
leaf_weight=27.758923530578613 31.124038204550743 11.798844404518606 2.964554749429225 9.0673714317381364 10.612954974174498 41.962692316621542 16.315426617860794 10.350617676973345 55.251574747264385 18.512906670570377 4.5845792368054381 7.5046115815639487 63.339002996683121 4.693002067506316 45.242315150797367 7.9853782877326038 5.7158522754907635 12.775187805294989 27.919811144471169 9.160926152020691 5.5639180317521078 5.0579461902379981 4.3224418312311172 4.814091816544531 4.8221885412931442 5.7136356607079533 5.4666780829429609 6.4198120981454849 10.092313859611748 13.344025082886217
leaf_count=277 319 115 7 27 45 173 43 97 163 128 34 20 405 31 152 44 42 51 81 108 38 14 19 15 35 37 12 32 96 240
internal_value=0.000139116 0.000932993 -0.00638304 0.00153384 -0.00594477 0.00196071 0.00162017 0.0011464 0.00174899 -0.000484153 -0.00604102 -0.00343143 0.00121915 -0.00139756 0.00394324 0.00188685 -0.00723374 -0.00220069 0.00454743 -0.00821098 -0.00700028 -0.000992348 -0.0082113 -0.0092052 -0.000524638 0.0018017 -0.0051586 0.00282075 -0.0148627 -0.00853601
internal_weight=490.258 449.155 34.0886 415.066 22.4118 392.654 383.587 367.271 341.977 169.486 39.763 35.1784 129.723 87.7606 172.49 117.239 26.4764 18.491 90.7623 27.6738 25.2949 14.9443 9.88636 24.4216 9.63628 62.8424 17.6001 11.8865 14.7853 41.1029
internal_count=2900 2383 326 2057 160 1897 1870 1827 1659 1045 290 256 755 582 614 451 137 93 314 236 168 71 57 177 50 233 81 44 127 517
is_linear=0
shrinkage=0.0144177


Tree=40
num_leaves=31
num_cat=0
split_feature=5 3 16 15 13 19 7 16 2 16 16 13 0 7 0 19 13 16 7 15 3 13 0 15 0 2 18 15 9 19
split_gain=27.477 13.2907 9.51007 8.9552 8.41165 7.23422 7.11649 6.09424 13.1727 10.1011 7.95122 14.3799 8.95796 7.57549 16.0653 9.12488 11.1176 10.5704 7.4692 12.3548 8.52378 7.3349 9.56562 11.7906 9.95022 12.6908 7.15852 6.90117 6.612 6.07571
threshold=12.294714844000003 108.48197402175002 13.534968349350001 46.574831689400007 117.61735474900001 10.550851274900003 23.539316666200005 20.394952307700002 323.30468295165002 19.974953289850003 20.674951653000004 113.92610173585001 87.181320254150009 19.041006859700005 85.716110573100011 11.850956171350001 109.57886493895002 19.214955067100004 22.726915405250001 36.508287084250007 93.308316333450009 109.34496908160001 95.762878606550018 29.049007317550004 97.835679825150024 227.83308446245005 13.24392582145 41.403124198950003 199.82130058355003 9.4507625164000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 5 7 -5 -2 -6 8 9 13 -9 -12 18 -4 -15 -16 17 21 -13 -20 -21 22 23 -17 -24 -26 28 -28 -22 -1
right_child=1 -3 3 4 6 -7 -8 10 -10 -11 11 12 -14 14 15 16 -18 -19 19 20 26 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.011415086553347538 0.0018916151097691761 -0.0094457629487609725 0.0091993700484184916 -0.01149730281966342 -0.0073814559546612575 -0.0069403895785273197 0.0077216322634400779 0.010266695692954648 -0.012292720534952312 -0.013716210230614348 -0.010621670250821452 0.0044275900432771348 0.0067120094633550068 -0.009399786982382077 0.0098371359636018826 0.00041050961386765802 0.0075316666513189062 -0.013796585747605247 -0.014218010132816495 0.0052253729801219669 -0.01677298403738103 0.0096775904836260696 0.0058079047552662662 -0.012793561466612622 -0.0051101482925513218 0.0070864355196309558 -0.0085740579186432825 0.00355954697271514 0.00080933492098250346 -0.0038250120883807537
leaf_weight=11.450517442077397 14.731981612741945 10.797899361699818 12.09906732290983 8.8273954689502734 5.2813209667801839 21.29344842210412 6.577409952878952 14.659988738596438 6.8033487088978282 4.0276137813925734 7.1485493332147589 57.897508651018143 53.153743728995323 12.280418939888476 13.156725436449049 15.565903954207899 22.825602479279041 4.9094108268618575 5.5450422316789618 24.531862825155258 5.2155629023909587 7.9841383546590796 32.544032469391823 10.724147193133829 26.902461670339108 11.406298495829104 5.9399804472923305 16.989019185304642 3.2655578851699829 73.229315083473921
leaf_count=170 75 127 41 76 38 182 18 34 58 24 38 180 148 135 32 82 61 33 32 71 35 20 115 112 181 36 31 62 13 640
internal_value=0.000206085 0.00117263 0.00143786 0.00187121 -0.0043356 -0.00332869 0.000995427 0.00221307 0.00093487 0.0014508 0.00340499 0.00284517 0.00340313 0.0018093 0.00124446 0.00213966 0.00137741 0.000100795 0.00192991 -0.000421967 0.000945515 0.0007498 1.60278e-05 -0.00497565 0.0018682 -0.00147866 -0.00239713 0.000416219 -0.0100031 -0.00485135
internal_weight=527.765 443.085 432.288 396.262 20.6861 36.0254 11.8587 375.576 181.229 174.426 194.347 179.687 172.538 170.398 158.299 146.019 132.862 110.036 119.385 61.487 55.942 105.127 97.1428 26.2901 70.8528 38.3088 31.4101 22.929 8.48112 84.6798
internal_count=2900 2090 1963 1706 132 257 56 1574 930 872 644 610 572 848 807 672 640 579 424 244 212 546 526 194 332 217 141 93 48 810
is_linear=0
shrinkage=0.00968975


Tree=41
num_leaves=31
num_cat=0
split_feature=5 8 9 0 9 0 10 12 15 5 3 3 2 16 18 0 19 5 16 2 16 19 4 18 16 10 9 13 13 2
split_gain=26.4069 12.9786 20.2601 15.5011 9.43348 10.2834 12.7086 7.38078 9.05462 7.36738 14.0898 10.7288 6.49169 6.31653 6.30901 10.2486 10.7979 9.80467 8.95421 6.12875 9.02835 6.10105 6.0806 13.0122 8.40282 12.4373 5.86455 5.49745 8.22686 8.77998
threshold=12.294714844000003 4.9461400813500012 75.115715165350011 103.44649194340002 186.67271206880002 85.716110573100011 61.993156030000002 152.88762959770003 27.008040895250005 30.133297129900004 94.92945658615001 94.187442142150019 323.30468295165002 22.654947022900004 17.108018746400003 98.615332683000005 11.950964240300001 13.361597395450001 14.434966244800002 297.58713971970008 11.934972090850001 9.4507625164000029 250.44545574145002 13.24392582145 15.689963310050002 69.873026810350026 66.290220196950017 92.692659421600013 92.138837046750012 203.55719022600002
decision_type=2 2 2 2 2 2 2 2 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 7 4 -3 6 9 8 -2 10 11 -6 19 14 15 22 17 -17 -19 20 -9 -1 -7 -24 -25 -26 -22 28 29 -23
right_child=1 3 -4 -5 5 13 -8 12 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 26 27 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.012510482462246151 -0.014586483759225595 0.0072499082963370437 -0.013197925066605047 -0.014372777706235594 -0.0081946152399993456 0.0038379388106138724 -0.015844694574843506 -0.009340882723212306 0.0085589058993822201 0.010837893069202348 -0.015246361148699589 0.010433661041216848 -0.0093109880254068651 0.0070659934815823179 0.0082253040204102665 0.013786601640901352 -0.011121704135274002 -0.012992129428272719 0.0089926879068064191 0.011712467671927575 0.0077825175372140615 -0.010092148579297905 -0.018730585108686876 0.010148732855107371 0.0019858395396140874 -0.0088594952045000855 -0.0045545219134517758 -0.0079365100908936771 0.0083223370423285391 0.00028579141052135343
leaf_weight=11.456866629421709 6.9964502304792386 40.550748653709888 16.814040794968605 6.4528468772768965 5.9257284551858964 120.17371113598347 7.7182822078466407 6.9198900535702732 2.6848160475492477 5.4736854135990134 7.2824305966496459 8.8494740128517133 4.999748855829238 30.281456857919693 16.854953333735466 5.18675618618727 14.377881709486244 5.6315915733575803 3.4170665889978409 8.4752065017819387 17.186353676021103 15.5855709426105 4.0030359998345366 10.221662506461142 60.125910133123398 15.208673592656849 5.9560159668326369 27.178891994059086 7.6026463210582724 23.420914463698864
leaf_count=170 75 126 213 65 34 438 79 60 10 13 49 24 34 92 53 12 119 48 9 22 58 179 32 26 222 135 42 246 30 185
internal_value=0.000219449 0.00128181 -0.00294554 0.00208688 0.00238087 0.00176527 -0.00369445 0.000293636 -0.00816779 -0.000288181 -0.00304916 0.00296262 0.00217518 0.0024394 0.00189042 0.00144244 -0.00457258 0.00204209 -0.00468995 0.00366537 0.00139672 -0.00523624 0.00226305 0.000149811 0.00103319 -0.000203635 0.00460741 -0.00410679 -0.00187359 -0.00386086
internal_weight=523.013 437.768 70.0325 367.736 361.283 320.732 35.2496 53.2185 9.68127 27.5313 22.0576 14.7752 43.5372 285.483 255.201 238.346 28.6133 14.2354 9.04866 38.5375 30.0623 85.2449 209.733 89.5593 85.5562 75.3346 23.1424 73.788 46.6091 39.0065
internal_count=2900 2090 514 1576 1511 1385 199 301 85 120 107 58 216 1186 1094 1041 188 69 57 182 160 810 853 415 383 357 100 640 394 364
is_linear=0
shrinkage=0.0107142


Tree=42
num_leaves=31
num_cat=0
split_feature=5 3 10 18 16 15 7 10 16 16 6 16 7 13 13 6 7 19 7 17 16 16 13 7 16 6 19 13 3 10
split_gain=16.6183 9.08224 6.11223 6.55265 7.41968 7.41441 6.6838 8.84845 7.27934 8.19179 11.159 8.1476 7.96825 6.4993 6.49027 7.54018 6.3163 5.90854 5.80306 5.11462 5.07456 4.89381 8.71808 6.07411 5.93378 8.25705 4.98748 4.94229 4.69468 4.65873
threshold=12.294714844000003 108.48197402175002 83.715897724050009 17.108018746400003 18.594956516900002 46.574831689400007 19.041006859700005 66.499011856650014 15.919962772200003 15.054964794950001 12.380289263450001 13.534968349350001 25.582719811950003 117.61735474900001 108.61908538635001 11.945279099550001 21.191863660750005 9.4507625164000029 23.539316666200005 211.47438991805004 8.5099800999500008 12.024971880400001 92.692659421600013 26.709562027450005 16.064962433100003 5.1551204485500008 9.9508028611500023 92.138837046750012 81.266712367200014 90.235408690400007
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -2 -8 9 10 11 16 14 -7 15 -10 -9 -1 -15 -5 29 26 23 -23 -24 -26 -22 -25 -12 -19
right_child=1 -3 -4 19 5 13 7 8 12 -11 28 -13 -14 18 -16 -17 -18 20 -20 -21 21 22 24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.017757856215616114 0.015522752553073622 -0.013782596651873006 -0.015206606815039355 0.019587568763192453 0.0037497295512333453 -0.016984406510007006 -0.013474450715857161 0.0084200262845183435 0.012814945650529392 0.00872980228659361 -0.024174453639646536 0.014407606717559801 -0.019664074037750258 -0.011213770940206421 0.010014549561223243 -0.012767669096607152 -0.011168858880308281 0.017639053598001612 0.011123969551593015 0.0025916903608631573 0.0032150792774957126 0.0100916954170593 -0.019774800158079142 -0.018719055785315807 -0.018073231304575142 0.0057085557386742924 -0.018046363451351036 0.010246435725688131 -0.0059329799087102517 -0.0060861113724294579
leaf_weight=9.6211688518524152 5.2075427882373324 9.1891776137053949 5.0121827237308016 8.7780416309833544 243.5528399720788 7.9095673598349121 14.989286556839941 6.6525505818426671 3.473262704908854 27.157661184668541 5.7499207705259314 10.281455561518667 8.4535842761397344 4.9668756946921331 7.2577980533242217 13.346229806542395 9.6486035846173746 4.3266330063343039 6.3247464448213577 8.1851872354745847 3.3290226645767715 13.033249258995058 9.0363607406616229 4.0046715103089801 5.8257153779268256 8.7198381572961789 12.738617591559885 2.174205370247364 8.1713865399360639 3.6502674259245396
leaf_count=170 25 127 53 19 908 76 186 30 13 99 48 28 103 38 32 116 78 13 18 38 32 62 105 55 89 39 188 9 55 48
internal_value=0.000199631 0.00142229 0.00176718 0.00197981 0.00156334 0.00302023 -0.00161638 -0.00239127 -0.000733167 0.00215752 -0.00224916 0.00362575 -0.00674556 -0.00623297 -0.00220984 -0.0074848 -0.00317458 -0.00642553 0.00129821 0.0113866 -0.00479428 -0.00636314 -0.00363047 0.00410375 -0.00993151 -0.00381641 -0.0136412 -0.00852676 -0.0134673 0.00678231
internal_weight=490.768 414.308 405.119 400.107 383.143 262.754 120.389 115.182 100.192 67.6616 40.5039 26.5826 32.5309 19.2012 24.0773 16.8195 16.3012 76.4597 11.2916 16.9632 66.8386 58.8617 42.794 19.2121 23.5819 14.5456 16.0676 6.17888 13.9213 7.9769
internal_count=2900 2090 1963 1910 1853 1040 813 788 602 338 239 136 264 132 161 129 108 810 56 57 640 579 359 126 233 128 220 64 103 61
is_linear=0
shrinkage=0.0154666


Tree=43
num_leaves=31
num_cat=0
split_feature=5 10 19 10 18 15 17 15 13 16 16 2 16 13 0 7 8 8 19 18 19 7 7 0 13 16 13 16 16 3
split_gain=14.1584 7.84265 5.4804 5.12114 5.65683 6.2042 4.67642 4.58769 5.60692 5.23369 8.4128 6.86864 6.37453 13.9006 6.15012 5.96508 9.2152 6.52546 6.41106 7.72882 6.68717 6.23616 5.78805 12.4071 7.85409 10.2186 5.73596 7.2737 6.4544 10.4628
threshold=12.294714844000003 54.884872733100003 9.4507625164000029 83.715897724050009 17.108018746400003 15.867801003350001 211.47438991805004 46.574831689400007 117.61735474900001 20.394952307700002 19.974953289850003 323.30468295165002 20.674951653000004 113.92610173585001 87.181320254150009 20.940097048150005 8.8430989333000021 9.3427090425500019 14.351157895250003 13.042786209850002 14.251149826300002 23.302979953550004 19.152455927400002 85.716110573100011 109.57886493895002 19.214955067100004 109.34496908160001 15.919962772200003 18.714956236300004 83.511574906150017
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 9 -9 10 11 22 -11 -14 15 -15 18 -18 19 -17 -21 -22 -7 -24 25 26 27 -25 -29 -30
right_child=1 3 -4 -5 6 7 -8 8 -10 12 -12 -13 13 14 -16 16 17 -19 -20 20 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.016941563095621431 -0.016978562398784283 -0.010321661277982853 -0.0043729164671045704 -0.01386366524262312 0.018218137398106991 0.010616223082255139 0.002258745773002092 -0.015568102948870085 0.0011524368137804577 0.013569314925402797 -0.020077453024799637 -0.015520773947174443 -0.017880208029909611 0.015147903024243894 0.0083978307159964828 0.0056183857867329367 -0.023045164171946721 -0.001907954171037082 0.005268262263801682 0.00036877872835141905 -0.029786507180471222 -0.0032690402816890462 -0.015619121131837254 0.0034972010046332449 0.010018255603919392 -0.02140359836735075 0.013788550858396951 -0.0085996439434216296 0.017560812756073314 -0.007645832786536042
leaf_weight=8.8118156716227514 5.2008331641554824 9.9781878776848298 64.254734929651022 4.792834121733903 8.2359450533986109 13.453087810426949 8.1686108931899053 7.5247437879443195 11.069438628852366 13.687446959316729 4.487848497927188 5.6579082794487467 6.8556454554200164 7.2043821588158599 47.053203217685223 12.102124840021135 5.4595642313361159 8.1062486320734006 66.573296003043652 7.0401087999343845 5.0683876201510429 3.2519120797514915 10.089180156588553 58.776381697505713 20.767223715782166 4.7618741393089286 7.2692215740680686 29.309275720268488 6.5826811641454688 8.3362079560756666
leaf_count=170 91 96 640 53 19 58 38 76 56 41 30 52 38 23 148 39 37 35 222 29 34 14 138 277 61 33 20 259 15 58
internal_value=0.000168773 0.0012566 -0.00588869 0.00149272 0.00167817 0.00130766 0.0102712 0.00162087 -0.00561408 0.00200317 0.000112353 0.000661487 0.00376014 0.00296434 0.00384723 0.00198216 0.00110066 -0.0104146 0.00276188 -0.00331395 -0.0103515 -0.0194224 0.00123607 0.000371106 0.00155907 3.19401e-05 0.000957576 5.20702e-05 -0.00452629 0.00347613
internal_weight=479.93 406.864 73.0666 401.663 396.87 380.466 16.4046 370.487 18.5942 351.893 169.491 165.003 182.402 168.715 161.859 114.806 107.602 13.5658 94.0358 27.4625 15.3604 8.3203 159.345 145.892 135.803 115.036 110.274 103.005 44.2282 14.9189
internal_count=2900 2090 810 1999 1946 1889 57 1793 132 1661 1001 971 660 619 581 433 410 72 338 116 77 48 919 861 723 662 629 609 332 73
is_linear=0
shrinkage=0.0149454


Tree=44
num_leaves=31
num_cat=0
split_feature=16 2 13 3 6 15 8 18 15 15 16 7 9 13 0 5 15 16 8 9 10 5 7 14 14 10 15 7 5 0
split_gain=12.1691 7.3502 7.1485 7.0227 6.64594 9.96201 5.65129 4.98471 4.34725 4.03237 5.40354 6.03882 4.11866 10.1651 8.31902 9.2262 8.40289 7.39949 6.82086 15.3404 7.84786 6.18977 5.39944 5.28414 6.35941 5.11528 8.11031 5.0483 4.55967 8.97533
threshold=11.934972090850001 285.16564649850005 73.376087754350024 108.48197402175002 5.0951190466500007 17.382777826050003 8.0437227585500022 16.083212871900006 13.612549286700002 46.574831689400007 23.054946087500003 23.539316666200005 187.70546222865002 98.238948544700023 85.716110573100011 30.133297129900004 40.128253618400009 22.644947046300004 4.9461400813500012 75.115715165350011 79.535345331150026 24.301614351200005 21.403954852200005 208.04216153005004 395.69074682820002 70.343506983200015 21.073645951400003 22.597569836950004 13.361597395450001 98.615332683000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 7 -1 -2 -4 12 11 -11 18 -14 15 16 -15 21 19 20 23 27 -20 -6 25 -25 -27 -16 -29 -30
right_child=3 2 8 -5 9 -7 -8 -9 -10 10 -12 -13 13 14 17 -17 -18 -19 22 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.010365496754890855 0.010844886127746364 -0.014107849673966014 0.010177458481738537 -0.009926833145280695 -0.0094974604166971101 -0.012234742117052558 0.0038801453992008648 -0.0079176619509346811 -0.0046089300741851882 -0.014979860939892174 0.011493142815559661 -0.00023062357729305446 -0.011930508428114986 -0.017623133366080866 0.008486975036473934 0.011670511685054922 -0.0021787368446177942 0.0074711367722305431 0.020195960375547425 -0.014526213630226164 0.01426658343649197 0.014401093027287596 0.0058308670889160906 0.0079341930037147273 -0.012720415522069468 0.0083529655149691753 -0.014552529846885803 0.0066989083378678317 0.00084254000624864366 -0.0073666691870862278
leaf_weight=29.279801927506924 5.5733301900327223 3.316743340343236 8.3615694865584356 8.3153185136616212 5.4159157872200003 12.342532899230717 4.4327236562967292 3.0174262374639511 4.0951489917933932 6.8387299664318588 2.638209104537963 8.7455903291702253 8.3232409432530385 8.2485146857798153 11.344786547124384 3.7113023549318305 11.891365289688109 29.135619468986988 3.983958274126052 7.6610730551183215 7.7128467448055735 4.7710063233971587 39.315045442432165 20.668886911123995 3.1875274628400794 4.3584254905581457 4.1931120231747627 14.816502019762991 163.72689561545849 20.745445691049099
leaf_count=436 26 60 52 127 47 185 27 32 34 82 7 43 84 70 32 9 61 90 7 111 20 12 135 80 26 15 36 58 740 156
internal_value=0.000122547 -0.00539278 0.00123202 0.000771329 0.000987055 -0.00546768 -0.00849239 0.00425471 0.00531643 0.00133224 -0.00406853 -0.0067029 0.00159594 0.000866533 0.00126339 -0.00536493 -0.00850416 0.00190988 0.00368761 0.000867363 0.00345717 0.00115767 0.0071526 0.00125297 0.00304955 0.00476983 -0.00287838 0.000857693 0.000423386 -8.06537e-05
internal_weight=470.169 49.486 15.7735 420.683 412.367 20.9333 33.7125 8.59076 12.4567 391.434 18.2225 15.5843 373.211 276.715 268.391 23.8512 20.1399 244.54 96.4968 53.1978 45.5367 215.405 43.299 37.8239 32.408 29.2204 8.55154 210.634 199.289 184.472
internal_count=2900 609 146 2291 2164 243 463 58 86 1921 132 125 1789 1312 1228 140 131 1088 477 335 224 998 142 204 157 131 51 986 954 896
is_linear=0
shrinkage=0.011758


Tree=45
num_leaves=31
num_cat=0
split_feature=5 17 16 10 5 16 15 3 3 5 18 7 15 5 18 6 18 2 9 10 13 15 0 0 2 13 19 9 10 8
split_gain=19.7665 11.7824 9.6128 7.18902 19.1104 9.46583 9.91321 8.77458 8.87221 7.89904 6.63232 6.45743 7.33876 6.32 13.0245 7.32157 6.23147 6.05972 6.0361 10.0043 8.92251 11.9977 10.1515 6.8796 12.8105 5.97802 12.6643 7.70577 5.8626 6.43811
threshold=7.7286379265000011 166.83257850275001 21.084950694200003 60.474177186300004 30.133297129900004 22.724946859200003 45.169600924000008 88.727183679150016 89.227236891450005 21.042547594650003 13.278511569200001 19.874819532250005 31.000143748900005 5.2595069053500012 16.433295803950003 3.6650856341500009 13.465147564100002 71.847610775600018 206.92464388935002 68.214248143850014 109.57886493895002 28.566186095050004 95.762878606550018 98.031937268650012 222.38716625935004 95.99139754765001 11.850956171350001 188.53841931785004 79.535345331150026 5.445750190600001
decision_type=2 2 2 2 2 2 2 2 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 17 4 -3 6 7 9 -9 18 -8 -10 -13 14 -1 -16 -12 -2 19 -5 21 23 -23 -21 25 -25 -27 -28 -26 -30
right_child=1 3 -4 5 -6 -7 10 8 11 -11 16 12 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 24 28 26 27 -29 29 -31
leaf_value=0.0044431039780845607 0.0061633076299983484 -0.0095356668797240435 0.010814260330350149 -0.0074724141615222072 0.0038446872989748603 0.0069685914653306279 -0.010199098227805629 0.0080923900341294264 0.0094572932373731492 -0.006563050955264698 0.0059324332821043477 -0.0042487594013986977 0.0022094408896000707 -0.0092350432728159244 -0.0081141759352064743 0.0066985202817960695 -0.0042452358225461501 -0.006987989146803081 -0.0013613296770057599 0.0048103047713410341 0.0077832169877882296 -0.0093670579802921251 0.003301621717157682 -0.0095234557469891044 -0.0020851058590362942 0.0074590482018200626 0.0043134046067852087 -0.0090443808133489415 0.010876679641620915 0.00061405342383831257
leaf_weight=10.030194647610189 2.3660030514001908 13.435136143118145 2.3429941758513442 7.1104431077837935 12.704681579023598 16.682225197553635 7.1235739178955582 16.419721432030201 6.8142159469425669 10.037283070385454 5.202165704220536 11.770212970674036 125.88967864587903 13.802943505346773 18.092588078230623 2.3008818887174121 12.578152701258658 22.770670406520367 66.422845605760813 40.427506200969219 14.708758793771265 10.706514090299608 6.0590422376990309 6.7238840758800533 5.4844948574900654 7.0606025159359005 3.606733411550521 9.8757975026965124 10.603945441544058 5.7765536047518244
leaf_count=51 13 123 6 48 54 43 75 41 19 81 22 94 431 192 260 14 69 251 412 147 35 93 26 88 33 20 18 83 22 36
internal_value=0.000149129 0.000628602 -0.00433779 0.000943623 -0.00303244 0.00119894 0.000952393 0.00127772 0.00264433 0.000203075 -0.00382228 0.00202515 0.00165725 -0.00484549 -0.00285399 -0.00644294 -0.00126745 -0.00575012 0.000552125 0.00154395 0.00207364 0.00128379 -0.00478862 0.00242055 0.000454178 -0.00312218 -0.001027 -0.00547102 0.00491411 0.00725758
internal_weight=504.93 460.704 27.4797 433.224 26.1398 407.084 390.402 365.498 160.894 204.604 24.9039 144.474 137.66 44.2266 30.4237 20.3935 17.7803 25.1367 194.567 128.144 121.034 106.325 16.7656 89.5595 49.132 27.267 20.5431 13.4825 21.865 16.3805
internal_count=2900 2383 270 2113 177 1936 1893 1727 585 1142 166 544 525 517 325 274 91 264 1061 649 601 566 119 447 300 209 121 101 91 58
is_linear=0
shrinkage=0.00782139


Tree=46
num_leaves=31
num_cat=0
split_feature=5 17 4 5 18 6 5 8 6 10 10 5 16 15 6 18 7 7 17 13 10 3 5 15 17 9 16 2 17 13
split_gain=11.4019 7.00247 8.8837 6.07279 10.5058 6.62673 4.58912 4.55748 7.67028 10.7959 4.71652 13.515 6.5678 7.88682 6.5901 6.80857 6.37065 5.78917 5.10223 4.33179 10.8821 8.72523 7.78423 7.11189 6.05748 11.2519 6.07044 8.76077 6.10709 5.47146
threshold=7.7286379265000011 166.83257850275001 171.27730165960003 5.2595069053500012 16.433295803950003 3.6650856341500009 2.7861270712500006 1.6487133604500002 5.6401317807500009 87.184008712350007 60.474177186300004 30.133297129900004 22.724946859200003 44.920183738100008 16.505385645700006 13.278511569200001 19.874819532250005 24.225158517200004 168.75790693355003 112.82921081865001 68.214248143850014 89.227236891450005 22.907563598750006 36.508287084250007 184.59783591905003 194.46727572990002 22.624947093000003 222.38716625935004 199.01194954300004 117.38883580790001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 -3 -9 10 11 18 13 16 15 -15 -12 -17 -10 20 22 -21 -18 -22 25 -23 27 28 29 -26
right_child=1 7 -4 -5 5 -7 -8 8 9 -11 12 -13 -14 14 -16 17 19 -19 -20 21 23 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.015062920261355105 0.0075683895765272088 -0.0094492037353526188 -0.0098773498695597581 -0.014057470044209985 -0.01208798992361142 0.011028654076984843 -0.0020002887850981877 0.015927615893051368 0.0037942299854587364 -0.014269465076141791 0.012397191620614001 0.0052420259106492652 0.0096334213248643972 -0.016006656131442778 -0.018905163474767919 0.0053025291847285938 -0.014560303253694626 -0.011873683888589727 -0.017247059251563578 0.011012675174046201 0.0017291652812955808 -0.022476518530862737 0.0043059819518367799 -0.013703096846708228 0.0093396439406706472 0.0046074430402908246 0.0061983411015384673 -0.012626559526289311 -0.0067518009155307047 0.00061589634253074151
leaf_weight=5.135906785726549 5.8419800288975265 6.1498020514845839 18.603471614420414 11.088468004018067 14.552795030176641 2.1705372072756282 4.5080254152417183 5.3550976887345305 2.147925756871703 6.8778300806879988 8.5003286786377412 11.941292803734539 15.149282477796076 4.4139673672616544 4.461081199347972 12.647344857454302 11.866722516715528 3.9137381166219702 9.6032579243183118 18.799784392118454 152.98489733412862 4.2290700748562795 4.6310378685593596 4.6878670491278163 17.236467115581036 5.2203887067735195 46.144472517073154 7.0714083090424529 10.154680848121641 30.027639992535114
leaf_count=12 47 61 223 192 260 14 39 19 15 115 26 54 43 54 43 56 95 24 108 51 815 37 31 51 49 27 146 37 45 111
internal_value=0.000135523 0.000706099 -0.00570816 -0.00639441 -0.00317179 -0.00908766 0.00708678 0.00109401 0.00125689 0.00105684 0.00133005 -0.00400472 0.00167907 0.00133179 -0.00528374 -0.00238667 0.0018551 0.00124342 -0.0134011 0.00156885 0.000272468 0.00319461 -0.0092644 0.00127034 0.00197065 -0.00751388 0.00278073 0.000335345 0.00193167 0.00379731
internal_weight=466.117 428.661 24.4455 37.4557 26.3673 16.7233 9.64393 404.215 398.066 392.71 385.833 23.6925 362.14 346.991 25.4361 20.9751 321.555 16.5611 11.7512 313.054 174.171 138.884 16.4978 157.673 120.084 9.44946 110.635 64.4902 57.4188 47.2641
internal_count=2900 2383 270 517 325 274 51 2113 2052 2033 1918 177 1741 1698 177 134 1521 80 123 1495 992 503 126 866 452 64 388 242 205 160
is_linear=0
shrinkage=0.0123416


Tree=47
num_leaves=31
num_cat=0
split_feature=16 10 6 0 16 4 6 4 10 18 9 7 2 10 15 6 19 18 6 13 8 5 6 7 13 16 6 16 3 16
split_gain=24.9894 11.0287 9.71282 9.4398 10.4038 10.1863 14.5747 9.4221 13.9915 7.21251 12.7278 7.06025 6.93647 6.82309 6.4922 7.79109 10.4082 10.0442 8.35986 8.21847 7.87177 7.81243 10.1189 6.47239 12.6143 16.9892 8.73917 6.88125 6.1659 6.40019
threshold=18.594956516900002 90.988176966900014 15.675366252400002 86.530713386650021 22.614947116400003 310.49012963040008 15.925372093750001 248.34582299520005 62.041548276350007 13.5538556217 196.26893085885004 19.468732114900003 101.14502893930002 65.555363052850012 32.540328261750005 13.665319288000001 13.051052998800001 17.327266398450003 12.380289263450001 95.870416931800023 2.4480895352000007 11.848158554650002 2.7550643716500001 24.437987282900004 98.238948544700023 15.259964315550002 10.045234705300002 11.599972874200001 93.308316333450009 22.694946929300002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 9 -7 -2 28 -5 12 -1 -11 -13 15 17 -17 18 21 20 -19 22 -15 26 -25 -26 -23 -28 -9 -30
right_child=3 -3 -4 4 -6 6 -8 8 -10 10 -12 13 -14 14 -16 16 -18 19 -20 -21 -22 23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0066729817145636207 0.0017871155144164889 -0.0064673930695802835 -0.0068804536491275112 0.0058188057769120779 0.0063440642862053094 -0.010383793494313112 0.0026365458675098341 0.0062355734344506156 -0.010263736399363822 -0.00045279565201343373 0.0030199142744317836 -0.0090211284393090369 -0.010500161818141287 0.0028323760103836052 -0.0086574390743695152 0.0033541368868979667 -0.006782429221156891 0.0033127951429491212 -0.0070766795379690797 0.0056589082258934253 -0.0068977891664218265 0.0092979585111790351 -0.0059578663792155071 -0.010334966236489567 0.0069039877251505406 -0.0067103855577034226 -0.0067175686536034059 0.003469612390718154 -0.0035037718570075267 0.0028380290242018308
leaf_weight=6.4900778681039801 78.002641249448061 21.012942504137754 13.600202940404413 27.647956803441048 33.402892202138901 7.8818300515413311 9.8456479087471944 6.0390167757868758 8.91986610367894 8.8912246301770193 59.223577864468098 5.1200116276741019 5.7686042562127104 8.6422015130519849 5.0429148562252513 40.639813020825386 5.9075153470039359 8.0237639173865336 16.394050240516663 16.586025513708591 7.3810828439891329 7.7600987032055881 29.190657753497362 6.8914059698581722 10.650454171001913 8.3074826896190626 5.1458202153444281 9.81758915632963 26.02685509994626 11.765862099826334
leaf_count=17 298 319 197 72 86 52 33 16 72 36 202 58 42 44 66 148 56 43 134 51 74 15 317 65 29 67 45 44 157 45
internal_value=0.000196461 -0.00153687 -0.00104723 0.00161904 0.00282426 0.00183841 -0.00315244 0.000211886 -0.00211737 0.00270981 0.0015464 -0.000646539 -0.00440641 -0.000894601 -0.00067136 -0.000449271 0.00206766 -0.00131845 -0.00240507 0.00217333 -0.00157951 -0.00151871 -0.0039499 0.000374914 -0.0020673 0.000938087 0.00315307 -3.36936e-05 -0.000459566 -0.0015294
internal_weight=516.02 232.604 211.591 283.416 152.662 119.259 17.7275 130.754 52.7516 101.531 73.8834 197.991 14.6598 191.501 186.381 181.338 46.5473 134.791 102.8 31.9909 15.4048 86.4057 37.8329 48.5729 25.8493 18.9579 22.7235 14.9634 43.8317 37.7927
internal_count=2900 1789 1470 1111 523 437 85 588 290 352 280 1273 78 1256 1198 1132 204 928 760 168 117 626 361 265 161 96 104 89 218 202
is_linear=0
shrinkage=0.00713567


Tree=48
num_leaves=31
num_cat=0
split_feature=16 10 0 4 10 6 16 4 6 15 3 16 18 7 10 6 19 18 6 16 13 5 6 8 16 12 2 17 17 17
split_gain=20.9564 9.81466 8.8012 8.40771 13.3068 8.17845 8.1454 8.33641 12.1564 6.2254 6.20851 6.88354 5.76424 5.32703 6.90321 5.74309 10.7184 8.37094 8.10676 7.10364 6.93147 6.65862 9.30739 6.30938 6.06859 10.3438 5.99415 5.8824 9.54725 5.20637
threshold=18.594956516900002 90.988176966900014 86.530713386650021 248.34582299520005 62.041548276350007 15.675366252400002 22.614947116400003 310.49012963040008 15.925372093750001 32.540328261750005 93.308316333450009 22.694946929300002 15.232298661650001 19.468732114900003 65.555363052850012 13.665319288000001 13.051052998800001 17.327266398450003 12.380289263450001 15.054964794950001 95.870416931800023 11.848158554650002 2.7550643716500001 7.943800736700001 12.644970430600003 247.01970978410003 205.16057895720004 193.73902333365001 196.91396350930003 188.16174763880002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 29 10 9 7 -4 12 13 -5 -12 -9 -1 -15 17 19 18 21 -17 26 22 -16 24 25 -23 -19 -24 -29 -2
right_child=2 -3 6 4 -6 -7 -8 8 -10 -11 11 -13 -14 14 15 16 -18 20 -20 -21 -22 23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0089476435222044775 -0.00011902268722583479 -0.0092043558612693623 0.0038612883222816563 0.0091739978746660789 -0.014934116951425354 -0.0097247206051950929 0.0087244886204098249 -0.020737738185813554 0.0037700639903283134 -0.012660442718281647 -0.0053698107064533143 0.0044490156727728016 -0.0019343571692367386 -0.013219390207050997 0.0042100063693515785 -0.0038419252472775881 -0.010553610164992833 -0.012821777215367682 -0.010136287525461304 0.0067957990449915712 0.0078650719022878238 -0.01341100584281717 -0.012933263674202116 -0.0092000587576347697 0.0050817219407409842 0.0045134287141428671 0.0020532532922716788 0.0072526691422291198 -0.010907111697753139 0.0053940148305226298
leaf_weight=6.259284980595111 41.583618372678757 19.795680545270443 99.128195956349373 6.0829850435256949 8.7517423219978792 12.425517302006481 31.299087405204773 4.9274205267429378 9.864420533180235 4.8765801787376395 25.420204970985651 11.50697637349367 2.8577089682221413 4.9374569021165362 8.6653496511280519 8.8917624875903112 6.0263725519180289 4.1737873703241375 15.783359572291372 32.130153864622116 16.041248574852943 6.3671451844274989 14.478441800922157 6.2529916837811461 27.181839846074581 8.1358449533581716 10.737078197300432 5.5793195068836194 7.5693580806255341 35.000039231032133
leaf_count=17 191 319 352 16 72 197 86 37 33 66 157 45 15 58 44 46 56 53 134 102 51 69 186 54 112 30 64 36 95 107
internal_value=0.000257136 -0.00211958 0.00220297 0.000184191 -0.00309496 -0.00144045 0.00395274 0.0026738 -0.00399568 -0.000910094 -0.000685923 -0.00231014 -0.0138355 -0.000607249 -0.000934149 -0.000593401 0.00256308 -0.00172734 -0.00320875 0.00449 0.00305944 -0.00191064 -0.00531425 0.000666142 0.00214614 -0.00335581 -0.0021105 -0.00830157 -0.00320145 0.00240053
internal_weight=502.731 226.309 276.422 128.346 51.7619 206.513 148.077 116.778 17.6496 194.087 43.0102 36.9272 7.78513 189.211 182.952 178.014 47.0483 130.966 100.014 41.0219 30.9521 84.2303 36.2925 47.9378 41.6848 14.503 14.9109 27.6271 13.1487 76.5837
internal_count=2900 1789 1111 588 290 1470 523 437 85 1273 218 202 52 1207 1190 1132 204 928 760 148 168 626 361 265 211 99 117 317 131 298
is_linear=0
shrinkage=0.010533


Tree=49
num_leaves=31
num_cat=0
split_feature=5 17 16 5 10 2 10 5 7 16 3 6 18 7 7 16 6 16 2 3 16 15 5 7 12 0 10 2 12 6
split_gain=12.1449 6.96845 9.08389 5.43325 9.82689 5.25179 4.73054 13.0558 6.38647 6.73294 8.40549 6.56692 9.10074 8.01917 7.19562 6.33793 5.72551 5.61234 4.93644 10.4336 6.63231 6.27806 5.28462 5.48791 4.76905 12.6495 4.65774 4.39266 4.28914 7.53806
threshold=7.7286379265000011 168.45154159730004 21.084950694200003 5.2595069053500012 90.740838818900016 215.60007756200005 60.474177186300004 30.133297129900004 20.234873028950002 22.704946905950003 93.883646373400012 14.815346158200002 15.200392777800003 24.071745547300001 26.752366550650006 17.654958715000003 6.2951470851000009 15.504963742650002 116.16618105335002 93.308316333450009 22.624947093000003 42.385947950200006 23.606333875400001 23.124786352450005 240.89943760205003 102.65877371115 62.030794443850006 71.847610775600018 112.39744750840002 11.815276062050001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 27 7 -3 -8 10 11 12 13 -10 24 16 -16 -15 -13 20 -20 26 -23 -24 25 28 -21 -2 -14 -30
right_child=1 6 -4 -5 -6 -7 8 -9 9 -11 -12 18 14 17 15 -17 -18 -19 19 21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0026863191823706749 0.0062029946573045232 -0.017949825035613858 0.02065353374577663 -0.017640916988494969 -0.017106167222638972 0.0021969336255598521 0.015072418752765368 0.0067516375424970946 7.96682859106819e-05 0.01042821958463541 -0.0082588998092938438 0.0071653666950470332 0.015687710640742814 -0.027924705640240032 0.017937827470866641 0.010331868396732858 -0.010230276609684978 -0.0083387224559044737 0.0016760780006532612 -0.0090267810710011401 0.011974562132668003 0.01266494650743929 -0.023484115931197994 0.0013279671115246495 0.010972233874907563 -0.020051080379743201 -0.031703814765579631 -0.015284548375220237 -0.017410472292881677 0.0053975047524284676
leaf_weight=16.731073141098026 2.6326258666813436 10.478855125606062 2.8234964087605467 10.774664919823406 9.5594448745250684 7.9597428888082495 8.7434626631438714 10.279871508479117 33.185299165546894 19.859269790351391 21.792384382337332 67.07212046161294 7.6834820285439482 4.1303720809519318 1.9097765758633674 5.8196055702865115 20.918842013925314 25.168328333646059 54.685090862214565 6.2723493278026599 20.985398449003696 4.7709486484527579 3.3425180613994581 6.1201591566205025 22.626227449625731 5.4445258267223826 3.3803700357675552 18.6683299690485 3.9553422480821601 31.509609371423721
leaf_count=118 18 115 7 192 207 50 27 45 208 61 160 219 28 35 9 21 209 179 220 28 62 12 33 31 82 67 23 251 36 147
internal_value=0.000227604 0.000961241 -0.0060218 -0.00832737 -0.00451039 -0.00859582 0.00152117 -0.00571748 0.00191725 0.00160691 0.00110749 0.00172794 -0.000501082 -0.0051624 0.00241536 -0.00417551 -0.00787381 -0.0110998 0.00389974 0.00169966 0.00453212 -0.00727339 -0.000698691 -0.00743645 0.00506657 0.00231672 -0.0169682 -0.0126289 0.00513912 0.00285377
internal_weight=469.284 432.218 32.0842 37.0652 26.2905 29.2607 400.134 20.7587 379.375 370.632 350.773 328.98 162.351 62.484 99.8674 28.6482 22.8286 29.2987 166.629 99.5568 75.6705 23.8863 14.2336 9.46268 71.2192 48.593 9.65272 21.301 43.1484 35.465
internal_count=2900 2383 326 517 325 319 2057 160 1897 1870 1809 1649 1021 422 599 239 218 214 628 409 282 127 76 64 360 278 51 269 211 183
is_linear=0
shrinkage=0.0155729


Tree=50
num_leaves=31
num_cat=0
split_feature=16 10 0 4 10 16 6 4 6 15 18 9 7 6 19 16 18 9 16 16 7 14 0 13 3 16 6 6 14 16
split_gain=22.972 9.48121 9.03974 9.17215 11.7991 9.14035 8.87702 8.13409 12.7356 6.55898 6.47622 11.5575 6.69298 6.39339 10.0028 8.72186 7.9131 7.78195 7.23428 8.24205 9.66133 6.1926 6.11261 8.14433 6.08051 6.7296 5.32281 11.6789 10.9108 10.0341
threshold=18.594956516900002 90.988176966900014 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 15.675366252400002 310.49012963040008 15.925372093750001 32.540328261750005 13.5538556217 196.26893085885004 23.9444576715 13.665319288000001 13.051052998800001 14.524966034300002 17.327266398450003 210.70699256735003 17.654958715000003 9.744977212000002 26.302865891850004 193.50822769395003 96.249489528150022 109.34496908160001 93.308316333450009 22.694946929300002 5.1551204485500008 2.7550643716500001 327.34937283730005 12.644970430600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 24 7 9 10 -9 13 -4 12 -12 16 15 -15 17 26 19 -18 -21 -17 23 -13 -5 -26 27 -1 29 -28
right_child=2 -3 5 4 -6 -7 -8 8 -10 -11 11 22 -14 14 -16 21 18 -19 -20 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0024932531763116389 0.0018334938232786359 -0.0065058976068912136 0.0058670960975575771 0.0062884842558795818 -0.010140044785905107 0.0063898399844662295 -0.0070702640381683675 -0.0097135940914366697 0.0028708880749752385 -0.0090154379284865475 -0.00098538794617057299 -0.0056470160711535426 -0.011883416514011065 -0.0047706399634486222 -0.0062610928961431877 -0.0006232684635128833 0.0068071048531182414 -0.0089686388454511545 0.010522518540830694 0.0076899748847394271 -0.0052217887053137638 0.0060338236447653355 0.0088144114227193034 0.0032295624840455494 -0.0038824960276288485 0.0030059202952601835 -0.0084748296040026705 -0.0079339409420303014 0.0033496813279018599 -0.00061795868368944061
leaf_weight=8.8867034018039721 76.446717862039804 19.345396675169468 27.082316413521767 6.047206997871398 8.6765524707734567 32.350761003792286 12.779947340488432 7.9510472789406803 10.115240231156347 5.0795112922787657 10.402869082987307 6.5617944523692122 4.4559025242924681 6.8687426485121241 7.525375895202159 10.455956496298311 7.9442710317671361 8.8122784420847875 4.6852749586105338 4.1567935533821609 14.056656599044798 29.730411633849144 8.7730521708726865 44.70811589807272 25.496523842215538 11.344420127570627 12.396221011877058 17.971462599933147 25.04767619818449 32.827567227184772
leaf_count=44 298 319 72 16 72 86 197 52 33 66 42 42 36 53 62 50 28 77 8 12 120 89 19 141 157 45 138 235 103 188
internal_value=0.000228329 -0.00152244 0.00165542 0.00019781 -0.00222716 0.00287975 -0.00106166 0.00193387 -0.00266759 -0.000670759 0.00274901 0.00162159 -0.00425353 -0.000449262 0.00170365 0.00297742 -0.00130832 -0.00227391 0.00200834 0.000483308 -0.00227498 0.00430174 0.0030755 0.00209349 -0.000626326 -0.00176135 -0.00166651 -0.00448384 -0.000589716 -0.00277159
internal_weight=508.983 228.57 280.413 128.011 51.5647 152.401 209.225 120.05 18.0663 196.445 101.984 74.9017 14.8588 191.365 54.5805 47.0551 136.785 105.942 30.843 26.1577 18.2135 40.1864 60.043 51.2699 42.8882 36.8409 97.1296 26.8582 70.2715 45.2238
internal_count=2900 1789 1111 588 290 523 1470 437 85 1273 352 280 78 1207 254 192 953 785 168 160 132 139 202 183 218 202 708 279 429 326
is_linear=0
shrinkage=0.00744031


Tree=51
num_leaves=31
num_cat=0
split_feature=13 8 9 9 8 6 13 0 13 0 4 5 8 10 7 5 3 3 10 0 3 2 18 18 13 14 8 10 16 0
split_gain=14.8983 9.75851 13.3367 8.67219 8.63937 8.43202 6.75257 6.5118 10.7516 6.19719 5.96573 10.4002 10.0974 10.9395 5.929 5.14948 10.1197 9.56166 4.7177 10.3117 9.6236 9.15122 7.32487 8.24619 5.30233 6.54485 10.8401 5.4083 6.6491 5.12672
threshold=95.99139754765001 4.9461400813500012 75.115715165350011 186.67271206880002 2.9476996444500005 5.1551204485500008 73.376087754350024 85.716110573100011 117.60122400020002 103.44649194340002 310.49012963040008 2.7861270712500006 1.3489472949000001 78.285212300550015 21.725272673150005 30.133297129900004 94.92945658615001 94.187442142150019 66.697957758300021 92.031298721500022 89.227236891450005 287.56973319225006 17.140917755100002 13.809421053700001 114.01213239605002 168.39662374755002 8.8430989333000021 62.837331883000012 22.704946905950003 98.615332683000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 6 -2 -1 8 -5 18 11 -8 -12 -14 -7 16 17 -10 20 -20 -9 22 23 -21 -22 -26 27 28 -27 -25
right_child=1 3 -4 7 -6 14 10 9 15 -11 12 -13 13 -15 -16 -17 -18 -19 19 21 24 -23 -24 29 25 26 -28 -29 -30 -31
leaf_value=-0.012092586895841173 -0.012168463089772 0.0064241480863899761 -0.012487743655407812 -0.015118742724380503 -0.010253043087228367 -0.00092728846340608885 0.0050044845471957705 0.0099313429691206753 -0.0080012890257525164 -0.010244810791036094 -0.0062007362286509923 -0.012391038595546969 -0.0058610122796636235 0.011509518454612502 0.0081366037049743611 0.0093207801375400114 -0.013303910122564324 0.0097272886791429456 -0.012281878884432849 0.01251816459665539 -0.0086301580664124126 -0.012434833471388134 0.0088970850082291057 0.0014522405084649685 0.010026090830236723 0.00058443454888170137 -0.012868528226862928 0.0091804928511772955 0.011496420132123037 -0.0038952459978739808
leaf_weight=6.4585723318159571 5.9659812562167636 38.303262356668711 12.618739355355499 6.8130719289183608 19.17272325605154 34.840618435293436 6.1633718982338932 20.322446323931217 5.6937095299363198 4.7897756844758979 10.480193533003332 10.01043041795492 5.6157549209892776 14.197377990931271 10.401706628501413 5.0359962731599799 6.6120079383254042 8.297099966555832 6.689785122871398 6.2909550219774237 4.9285642728209487 5.2982752323150626 13.952405259013174 78.782436538487673 11.58403257280588 72.525362230837345 5.3924750462174407 11.733338952064512 6.7771209701895705 26.623799066990614
leaf_count=127 99 126 200 79 268 233 41 53 34 39 118 145 36 49 36 13 49 24 42 14 24 51 42 381 28 290 32 32 17 178
internal_value=0.000222866 0.000999025 -0.00278642 0.00169643 -0.00419383 -0.000395826 -0.00199884 0.00110876 -0.00335512 0.00163421 -0.000595885 -0.0057621 0.00216239 0.00658608 0.0011566 -0.00022914 -0.00256345 0.00251245 0.00184424 0.000476217 0.00325717 0.001128 0.0016999 0.00080088 0.00205622 0.00254384 0.00164499 0.00250469 0.00151696 0.000101558
internal_weight=482.371 410.273 63.827 346.446 72.0984 51.2083 52.9257 308.143 32.4519 275.691 46.4671 16.1738 30.2933 19.8131 45.2423 25.6388 20.6028 13.9908 270.901 137.638 133.263 130.948 125.65 111.697 112.941 108.012 96.4283 91.0358 79.3025 105.406
internal_count=2900 2116 568 1548 784 368 516 1422 199 1223 389 186 203 85 269 120 107 58 1184 708 476 666 615 573 423 399 371 339 307 559
is_linear=0
shrinkage=0.0105353


Tree=52
num_leaves=31
num_cat=0
split_feature=16 10 6 0 16 4 10 4 6 7 10 15 6 19 18 6 16 16 7 5 6 9 19 13 16 3 16 18 18 9
split_gain=19.0953 9.07067 8.21491 7.75552 8.20649 7.5985 11.5416 7.27847 10.5614 5.97259 6.18737 5.85005 6.09031 10.5244 7.96949 7.99176 6.93313 8.69487 9.42609 6.46566 8.41107 6.63843 10.7393 15.9668 7.36815 5.80999 6.19017 5.6855 5.67858 9.36072
threshold=18.594956516900002 90.988176966900014 15.675366252400002 86.530713386650021 22.614947116400003 248.34582299520005 62.041548276350007 310.49012963040008 15.925372093750001 19.468732114900003 65.555363052850012 32.540328261750005 13.665319288000001 13.051052998800001 17.327266398450003 12.380289263450001 17.654958715000003 9.744977212000002 26.302865891850004 11.848158554650002 2.7550643716500001 191.40721473735002 12.250988447150002 98.362617618700014 11.599972874200001 93.308316333450009 22.694946929300002 16.118666550000004 13.5538556217 196.26893085885004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -2 25 28 -9 -1 -11 12 14 -14 15 19 17 -16 -19 20 27 24 23 -23 -21 -7 -27 -12 -5 -30
right_child=3 -3 -4 4 -6 6 -8 8 -10 10 11 -13 13 -15 16 -17 -18 18 -20 21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0079089330729454864 0.0019945973765307465 -0.0076862903285545804 -0.0083126541210586311 0.0067008918125938078 0.007359998139582615 0.0076537960522217521 -0.01204423567957463 -0.011043164513375602 0.0030495206548718659 -0.011172703440012262 0.010618969927220369 -0.010741241671733157 0.0039601086506848683 -0.0088078806699049012 0.0085108826322670399 -0.0085761563671398131 0.012698246407253437 0.0092184099763749916 -0.0063190932033120465 -0.0048131670007367398 -0.0069646158156931358 -0.012081365026822031 -0.012391817178727957 0.0093311911998484771 0.0058205998582392358 -0.0044040927124547029 0.0035987560641119534 -0.0040285787101695929 -0.0046943327941166594 0.0034064033608423253
leaf_weight=6.3045686557888976 76.311982732266188 19.011491615325212 12.327284935861824 25.955776147544384 30.881768241524696 5.9921184554696074 8.5656011588871461 7.7942486628890064 9.7036958411335927 4.748373568058013 4.2843109965324384 4.6400117278099051 40.61409717053175 6.0258927308022967 8.0571886822581344 15.908225424587725 4.6335118412971488 4.1165419109165695 13.855588044971226 6.9693624675273922 27.245914395898581 4.4433857463300246 7.0783807411789885 7.7982062920928001 22.062519691884518 25.318499352782965 11.39025793224573 4.3315829373896122 14.492476262152193 57.980812929570675
leaf_count=17 298 319 197 72 86 16 72 52 33 58 10 66 148 56 28 134 8 12 120 53 317 45 66 20 81 157 45 34 78 202
internal_value=0.000221787 -0.00172847 -0.00117714 0.00181715 0.00323011 0.000191206 -0.00249321 0.00212995 -0.0032279 -0.000721658 -0.00101292 -0.00074795 -0.000486605 0.00231048 -0.00148409 -0.0027157 0.00253742 0.000728679 -0.00276021 -0.00160864 -0.00450932 0.000542746 -0.00355226 0.00155898 0.00326787 -0.000577314 -0.00192091 0.00325501 0.00308243 0.0017865
internal_weight=498.844 224.456 205.445 274.387 146.809 127.578 51.2665 115.927 17.4979 193.118 186.813 182.065 177.425 46.64 130.785 100.122 30.6628 26.0293 17.9721 84.2137 35.8618 48.3519 19.32 12.2416 29.0319 42.7009 36.7088 8.61589 98.4291 72.4733
internal_count=2900 1789 1470 1111 523 588 290 437 85 1273 1256 1198 1132 204 928 760 168 160 132 626 361 265 131 65 134 218 202 44 352 280
is_linear=0
shrinkage=0.00901559


Tree=53
num_leaves=31
num_cat=0
split_feature=5 3 16 12 8 5 18 6 10 19 16 6 6 5 0 9 16 7 6 15 13 7 15 5 8 3 3 0 0 6
split_gain=12.4638 7.0925 6.34329 13.4146 10.6674 5.03292 9.13663 5.47614 4.62856 4.62807 7.15169 4.89546 7.0924 6.48132 4.71042 7.07082 11.3974 6.02863 4.76533 4.68196 4.97092 4.88544 4.54011 4.16745 4.05771 4.32664 4.0533 3.81233 9.21793 8.03629
threshold=7.7286379265000011 108.48197402175002 13.534968349350001 247.01970978410003 2.9476996444500005 5.2595069053500012 16.433295803950003 3.6650856341500009 79.535345331150026 11.850956171350001 14.994964935250001 13.075305502400001 11.945279099550001 15.299679811400003 95.590817286200021 192.53043113735001 17.654958715000003 20.778835947700006 6.9451622726000011 46.574831689400007 117.61735474900001 23.539316666200005 20.937157557000003 2.7861270712500006 7.6440346712000009 77.642670807350015 112.71898403535002 93.972365491700018 96.055920542800024 14.755344756250002
decision_type=2 2 2 2 2 2 2 2 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 24 8 6 23 -8 -5 -4 22 12 14 -13 17 18 -17 -12 -16 27 -21 -22 -11 -1 -2 -26 -3 -15 29 -29
right_child=1 26 9 4 -6 -7 7 -9 -10 10 11 13 -14 19 15 16 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.014406563991563802 -0.014155068442413737 -0.015031408026918098 0.0082457427038432982 0.0026821460022280206 -0.011451251277784008 -0.0146890015549125 -0.012740841868263559 0.0091994159927811098 0.017217362284152781 -0.0020276395180775265 0.0055743829059034548 0.016499383967666179 -0.014423776042550155 0.0032435072128601809 0.00065777266043612337 -0.017718800174270376 0.0068100941932497062 -0.016706884300385604 0.015607155954819343 -0.012983213537780237 -0.0089301629444179832 0.0087570833304862084 -0.016321623098079736 -0.0027522747417620961 -0.015106054087617537 0.001596954153861851 0.010142362156495537 -0.01304735547199746 0.0040588222720539021 0.0020212550060316114
leaf_weight=4.967806391417982 14.574012078344824 6.9701238349080068 17.187799099832773 7.2016851678490656 5.2235725559294215 10.465519145131109 14.520706146955492 2.2271553315222254 7.6890528127551079 10.771190360188486 3.2956872060894948 5.3718825951218596 6.9530696496367446 221.72467982396483 6.6399942599236983 5.9296046160161477 7.0246646553277969 5.5029810778796673 7.9562444388866425 6.9876621440053013 4.6658589430153352 6.137726753950119 5.804307483136653 4.6529283113777637 3.9255129210650903 7.9910859987139702 1.2859837673604486 13.955609519034626 31.983858164399862 10.548358358442782
leaf_count=12 210 118 70 31 66 192 260 14 17 67 15 14 62 887 43 57 26 51 18 76 38 18 50 39 62 45 9 135 145 53
internal_value=0.000231128 0.000849625 0.00108194 -0.00345348 0.00456813 -0.00704463 -0.00401063 -0.00982319 0.0101876 0.00164047 0.0013262 0.0017282 -0.00236802 0.00231675 -6.1931e-05 0.00258852 -0.00441761 -0.00836107 0.00880651 0.00205936 -0.00442018 0.00111831 -0.00703302 0.00610794 -0.00954428 -0.00390528 -0.0111103 0.00247372 -0.000547836 -0.00656069
internal_weight=470.136 433.302 425.046 46.6049 20.1143 36.8341 26.3686 16.7479 14.8907 378.441 361.253 344.678 43.3022 301.376 36.3492 27.5505 12.9543 8.79867 14.5962 296.004 17.7912 10.8036 16.5755 9.62073 26.4906 11.9166 8.25611 278.213 56.4878 24.504
internal_count=2900 2383 2256 431 114 517 325 274 48 1825 1755 1638 272 1366 210 144 83 66 61 1352 132 56 117 51 317 107 127 1220 333 188
is_linear=0
shrinkage=0.0130285


Tree=54
num_leaves=31
num_cat=0
split_feature=16 10 6 0 4 10 16 13 18 9 13 10 5 3 16 7 9 15 17 9 17 3 16 7 10 6 19 18 6 17
split_gain=16.9221 8.63431 7.73677 7.61551 7.78752 10.5205 7.33012 7.29027 7.00487 8.13848 6.78805 6.31246 12.6188 6.09741 10.347 6.05219 5.69766 5.64488 5.46966 8.65572 5.79714 5.21566 5.88578 4.89362 6.14891 4.89811 10.1668 7.43759 7.31319 6.12631
threshold=18.594956516900002 90.988176966900014 15.675366252400002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 117.50443950750001 13.740383930250003 196.26893085885004 116.91566717695001 66.697957758300021 19.385335982600001 84.807411725000023 18.714956236300004 23.9444576715 203.09362050815002 32.540328261750005 188.16174763880002 195.39349636155001 186.34046889365004 93.308316333450009 22.694946929300002 19.468732114900003 66.499011856650014 13.665319288000001 13.051052998800001 17.327266398450003 12.380289263450001 201.37020668845003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 18 21 7 8 -5 15 11 -11 13 -13 -15 -10 -16 23 20 -20 -2 -6 -23 -1 -25 27 -27 28 29 -26
right_child=3 -3 -4 6 5 -7 -8 -9 9 10 -12 12 -14 14 16 -17 -18 -19 19 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.010434959686024231 0.0019260518135454079 -0.010542487987254677 -0.011335960663866789 0.0086839716798136016 0.0098100832165579684 -0.016436599730794154 0.0098397996771539906 -0.01087130329575 -0.0010771803008859716 0.0097752278717628156 -0.0099928978985616944 0.01208152465455172 -0.012681469888028802 0.011559181892195541 -0.00062171987390390363 -0.018348662006073824 -0.020952446375271067 -0.014701472188454441 0.010254695268523325 -0.0035478880828310748 -0.009918815248466939 -0.0062002363251898243 0.0046339399774842239 -0.012102098734662947 -0.00024315467897575855 0.0054080082116140689 -0.01221657379578411 0.0037562341674747947 -0.011434326362975285 -0.0091033222212265948
leaf_weight=6.0826643779873839 32.945081420242786 17.933257233351469 11.70702889934182 30.74567611515522 5.8672154918313018 8.2956346869468671 30.05552165210247 5.6497822254896155 9.3196092918515188 23.440299287438393 5.2796915397047988 11.935755692422392 7.6917182877659789 7.1148614138364819 5.488371789455412 4.7567510530352584 3.5069307237863541 4.4842498898506156 24.887063849717379 9.8414518088102323 7.96434611827135 25.152334358543158 11.271593667566774 7.3301893621683112 63.868293065577745 38.711931545287371 5.8480818085372439 29.270985525101423 14.926938612014053 14.949145819991825
leaf_count=17 151 319 197 88 16 72 86 28 38 64 25 33 50 18 24 43 26 66 66 41 40 157 45 81 460 143 56 168 133 149
internal_value=0.000343901 -0.00226566 -0.00151289 0.0024137 0.000176172 -0.00360791 0.0043617 0.00292911 0.00364259 0.00166892 0.00354319 0.00475084 0.00145535 0.00533244 0.000332149 -0.00691364 -0.00854791 -0.000892855 0.00270697 0.00634329 -0.000379936 -0.0010915 -0.00284754 -0.000550726 -0.000932774 -0.000444198 0.00309495 -0.00172619 -0.00343803 -0.00192364
internal_weight=486.322 215.113 197.18 271.21 126.225 50.5868 144.985 114.929 109.28 78.534 64.4576 59.1779 35.7376 28.0459 16.1102 14.0764 8.9953 185.472 75.6379 34.7285 40.9094 42.2911 36.4239 180.988 174.906 167.575 44.56 123.015 93.7444 78.8174
internal_count=2900 1789 1470 1111 588 290 523 437 409 321 240 215 151 101 68 81 50 1273 298 107 191 218 202 1207 1190 1109 199 910 742 609
is_linear=0
shrinkage=0.012459


Tree=55
num_leaves=31
num_cat=0
split_feature=5 3 7 17 8 15 5 17 17 10 18 0 10 6 10 5 15 8 9 12 9 0 10 5 3 3 15 5 16 7
split_gain=11.6109 6.79733 4.69469 5.64897 6.10125 4.82032 7.22969 5.19577 8.57857 4.50901 4.71867 6.38227 10.1494 8.13912 4.87084 5.28339 4.7043 4.37513 15.1613 6.60455 6.09294 8.00746 10.1214 5.72344 9.74511 9.37271 5.27142 4.24906 4.44107 5.10788
threshold=12.294714844000003 108.48197402175002 29.973557588500004 237.45530840880002 3.0476216663000004 23.4448654772 9.180927113800001 201.37020668845003 200.96259924040001 83.715897724050009 17.108018746400003 98.615332683000005 78.220689305400015 11.260263094250002 78.494912034700022 13.361597395450001 19.527500348350003 4.9461400813500012 70.238863950400017 152.88762959770003 186.67271206880002 85.716110573100011 61.993156030000002 30.133297129900004 94.92945658615001 94.187442142150019 33.349666957650008 15.299679811400003 22.654947022900004 22.597569836950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 6 7 8 -1 10 11 17 -13 -14 -15 -16 -12 18 19 -2 26 22 23 24 25 -22 -19 -23 29 -29
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 16 12 13 14 15 -17 -18 20 -20 -21 21 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0039260206801168896 -0.013557449372199479 -0.011282905867322352 -0.014942885319837318 0.0083604725525915687 -0.016508905553822076 -0.013732397675924901 0.01001567226678993 -0.015618873879873636 0.025788027915341585 -0.012236422296080393 0.01535727916388091 -0.01405559176688794 0.0097255407280614232 0.0060001358614618231 0.005007814754072212 -0.018476355241948465 0.00047500798713169605 0.016579596649058729 -0.013833277168534041 0.0054810795135035893 -0.010709002424798154 0.013326135163758973 -0.01955363069888939 0.012167467991767765 -0.017274103884776144 0.0119809552674628 0.0045710291201173474 0.0096004408630746656 0.0074492973327369774 0.00094804839658586143
leaf_weight=23.637063696980483 3.7810004800558117 7.873661868274211 7.5564091838896266 6.3676465377211562 7.3453132249414912 6.8404118046164504 7.9758572690188876 6.0398079417645922 1.9124413616955269 4.3775676488876334 8.7591177746653539 12.400208000093697 10.687173187732698 4.0360804647207251 2.417180269956587 6.2685707993805408 6.9262680709362021 9.1005682572722417 13.87154648452997 27.099913325160742 5.6515367254614928 6.5428767204284659 6.5612141713500014 5.0117670297622672 6.691345050930976 8.0191982798278314 24.787241447716951 13.370938859879969 26.605990596115589 175.51417472958565
leaf_count=263 36 127 162 38 116 92 36 99 4 53 22 112 38 18 11 61 35 23 187 132 34 20 79 13 49 24 91 39 92 794
internal_value=0.000248084 0.00113012 -0.00491776 -0.00365769 -0.00508143 -0.00327263 -0.00146424 -0.00436276 -0.00170185 0.0013817 0.00153691 0.00122829 -0.00418474 0.00104404 -0.00624898 -0.0119409 0.00878565 0.00181107 -0.00211414 0.00315004 0.00242131 0.00170416 -0.00461395 -0.000750818 -0.00393043 0.00260084 0.00779593 0.00261289 0.00228761 0.00156054
internal_weight=464.03 396.355 67.675 60.1185 53.7509 46.4056 39.5652 31.5893 25.5495 388.481 384.104 368.419 35.8092 23.409 12.7218 8.68575 15.6854 332.609 44.7525 30.8809 287.857 253.969 31.9351 25.3738 20.3621 13.6707 33.8878 222.034 215.491 188.885
internal_count=2900 2090 810 648 610 494 402 366 267 1963 1910 1853 240 128 90 72 57 1613 355 168 1258 1144 199 120 107 58 114 945 925 833
is_linear=0
shrinkage=0.0134944


Tree=56
num_leaves=31
num_cat=0
split_feature=13 6 13 16 8 3 13 4 5 8 10 19 0 18 16 9 9 15 9 13 6 3 8 9 9 0 10 19 16 5
split_gain=9.93205 7.59541 7.2739 7.47826 7.01994 6.16542 5.83853 5.02119 9.68851 8.1809 8.99765 4.76834 5.42029 7.70747 5.58308 9.42785 5.06323 4.06795 4.48686 4.6272 3.86888 3.79991 3.49459 8.31204 6.48426 6.98685 7.58173 5.0644 4.0551 4.80737
threshold=95.99139754765001 5.1551204485500008 96.429616222950017 13.534968349350001 2.9476996444500005 108.48197402175002 73.376087754350024 310.49012963040008 2.7861270712500006 1.3489472949000001 78.285212300550015 11.850956171350001 98.615332683000005 17.108018746400003 17.614958808600004 209.92140100750004 188.14427954665004 46.574831689400007 195.29234479735001 117.61735474900001 12.315287744750002 112.71898403535002 4.9461400813500012 70.238863950400017 186.67271206880002 85.716110573100011 61.993156030000002 12.751028791950002 22.654947022900004 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=4 -2 -3 -4 6 11 -1 8 -8 -9 -11 20 17 16 15 -15 -14 22 -19 -20 -5 -7 23 27 -24 26 -26 -13 29 -27
right_child=1 2 3 5 -6 21 7 9 -10 10 -12 12 13 14 -16 -17 -18 18 19 -21 -22 -23 24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.017546264186446177 -0.017457345466985529 0.018909023101311043 -0.010788432387784144 0.01619482929538359 -0.014135664358906262 -0.017423781214518208 0.0078046029774409449 -0.0083485026790988646 -0.017826416537838272 -0.0075101324157573262 0.016113322246641259 -0.010038532026647912 0.0073050095860551162 0.013044963257573637 0.019121008904140705 -0.022264137529323328 -0.014257754710794809 -0.019219123239246572 -0.013108239487639881 0.0060803467514784397 -0.0007795922816184605 0.011593899504017537 0.0096522414367129286 -0.014273428428369218 -0.0012460810772534998 0.011074152064650742 -0.022654490770203851 0.0074334624281290071 0.0090367846458524453 0.0016281958805118759
leaf_weight=5.3755730353295794 5.1281462460756293 5.5760900415480128 12.029802557080982 9.5962198674678785 16.196553386747837 6.1243010014295569 5.7592399492859832 9.4599980376660842 8.95513081923127 5.3980361931026009 13.20727504044771 5.2715427652001443 3.0910803452134195 3.9444798380136472 4.3063683658838272 3.3015779703855515 15.907030701637266 4.1273002140224007 4.6454209871590129 8.3651286177337152 4.7813542932271949 1.3002664744853971 31.431734628975391 9.6391821317374689 18.734988138079647 13.820384018123148 4.975786503404378 15.643480636179445 24.115253902971745 174.32346476241946
leaf_count=127 100 17 119 25 268 118 41 118 145 36 49 45 13 14 9 28 145 56 43 33 34 9 94 126 87 49 56 58 79 759
internal_value=0.00025552 0.00118101 0.00142923 0.00117238 -0.00535592 0.00156397 -0.00240294 -0.000500074 -0.00779437 0.00332426 0.00925935 0.00185074 0.00148889 -0.00471112 0.0052189 -0.0030432 -0.0107494 0.00209002 -0.00521381 -0.000770944 0.0105499 -0.0123419 0.00251012 -0.00242904 0.00307449 0.00219832 -0.00573871 0.00302972 0.00308494 0.00232206
internal_weight=454.532 390.18 385.052 379.476 64.3518 367.446 48.1553 42.7797 14.7144 28.0653 18.6053 360.022 345.644 30.5505 11.5524 7.24606 18.9981 315.094 17.1378 13.0105 14.3776 7.42457 297.956 30.5542 267.402 235.97 23.7108 20.915 212.259 188.144
internal_count=2900 2116 2016 1999 784 1880 516 389 186 203 85 1753 1694 209 51 42 158 1485 132 76 59 127 1353 229 1124 1030 143 103 887 808
is_linear=0
shrinkage=0.0154165


Tree=57
num_leaves=31
num_cat=0
split_feature=16 2 13 10 6 15 8 13 15 15 2 9 0 15 7 10 2 16 2 16 16 10 18 9 5 16 18 16 5 18
split_gain=8.69126 5.72536 5.12007 5.08818 5.01252 7.75193 4.7762 4.07628 3.42851 3.32675 3.99091 3.03439 6.51525 2.94972 4.07066 4.832 4.00631 2.83714 7.93112 8.25781 6.10141 10.3722 6.08677 4.59049 4.81323 7.47303 9.27186 6.28111 5.78335 4.66109
threshold=11.934972090850001 285.16564649850005 73.376087754350024 54.884872733100003 5.0951190466500007 17.382777826050003 7.8438787148500007 95.99139754765001 13.612549286700002 16.353133686700001 213.18429240960003 34.331904962550006 110.74296730945001 46.574831689400007 23.539316666200005 58.549241164900003 287.56973319225006 20.394952307700002 330.71431012540006 19.974953289850003 20.674951653000004 65.727424373200009 14.643918747750002 206.08249486475003 18.895511665650005 17.844958270700005 15.532509816950002 15.919962772200003 24.122564000050001 16.402557800150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -2 5 9 11 -8 -4 10 -5 12 -1 17 15 -15 -16 18 19 23 -19 22 -22 -6 25 26 -25 29 -26 -28
right_child=3 2 8 4 13 -7 7 -9 -10 -11 -12 -13 -14 14 16 -17 -18 20 -20 -21 21 -23 -24 24 28 -27 27 -29 -30 -31
leaf_value=0.0086859354069558671 -0.014451957949989169 -0.01551430432339306 0.0098078754433659539 0.0083359639487705361 0.0027351912003243618 -0.013478717419488558 -0.0087921104413709872 0.013594970313894443 -0.0053243955117257625 0.01302428322512262 -0.01676303253200865 -0.015206514430673206 -0.014653109918220338 0.0111286583828549 0.010201211079126053 -0.016539795481301533 -0.0071233350167759658 0.011522460019251122 -0.013417902765584591 -0.016762617071500212 0.0021818330252089649 -0.014490089955656165 0.015487407104173177 -0.020935929431257438 -0.017647926612685435 0.0065375358892440522 0.0097560432649890904 -0.01327644573014642 0.0081164838777707422 -0.0041137389590091998
leaf_weight=3.4506084136664921 3.7547611631453028 2.5735324025154105 8.0981921628117544 2.2462522312998789 125.8735213726759 10.122753802686928 2.9183390121906987 2.7255563586950302 3.8173949457705012 3.6897089704871178 2.1469772793352604 14.348307458683847 5.1896876264363527 1.3379262089729334 4.6822722703218442 5.9916568975895643 4.570818156003952 12.689063962548969 6.9300022013485423 4.4603198505938044 147.66174008324742 6.3181661441922179 6.207941234111785 4.8869948610663441 6.0719680339097959 17.382906880229712 8.6907702833414131 5.387948688119649 2.0092213712632656 8.1223463714122754
leaf_count=25 89 60 52 17 713 185 41 8 34 15 26 268 121 4 16 83 29 41 70 31 569 35 15 46 72 74 32 56 16 57
internal_value=0.000196281 -0.00541936 0.00132335 0.000799805 0.000943879 -0.00580319 -0.00883142 0.00201908 0.00495995 0.00380934 -0.00392995 -0.0114953 -0.00533238 0.00126775 -0.00416134 -0.0114893 0.00164328 0.00151597 0.00040489 0.00092867 0.00273592 0.0020399 0.00271865 0.00137092 -0.0018968 -0.000198577 -0.00452126 -0.000907997 -0.0112421 0.00305561
internal_weight=444.358 43.1216 14.4891 401.236 397.481 18.2057 28.6325 5.6439 11.9156 8.08294 4.39323 22.9886 8.6403 379.276 16.5827 7.32958 9.25309 362.693 189.816 182.886 172.877 160.188 153.87 178.426 52.5522 44.471 27.0881 22.2011 8.08119 16.8131
internal_count=2900 609 146 2291 2202 243 463 49 86 58 43 414 146 1959 132 87 45 1827 1167 1097 660 619 584 1066 353 265 191 145 88 89
is_linear=0
shrinkage=0.0131635


Tree=58
num_leaves=31
num_cat=0
split_feature=16 10 0 4 10 16 6 13 18 9 2 15 0 16 17 9 17 17 10 10 5 3 16 9 7 10 6 19 18 8
split_gain=19.3571 8.69196 8.58771 8.45738 11.0791 7.82884 7.56507 6.69517 7.06639 9.0729 6.04603 5.8395 5.54211 6.03021 5.11578 8.11308 6.21097 4.84666 4.80451 5.82914 13.0135 5.22271 8.93294 7.08834 4.50592 5.9613 5.05346 10.6513 8.21362 6.6798
threshold=18.594956516900002 90.988176966900014 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 15.675366252400002 117.50443950750001 13.565012728250002 196.26893085885004 101.14502893930002 32.540328261750005 86.280686780500005 22.694946929300002 188.16174763880002 195.39349636155001 186.34046889365004 188.84204146815003 62.55235532115001 66.697957758300021 19.385335982600001 84.807411725000023 18.714956236300004 203.31429194770001 19.468732114900003 65.555363052850012 13.665319288000001 13.051052998800001 17.327266398450003 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 6 3 14 12 7 11 8 -4 10 -10 24 13 -5 16 -16 -2 -6 -11 -20 21 -21 -23 -24 -1 -26 28 -28 29 -27
right_child=2 -3 5 4 17 -7 -8 -9 9 18 -12 -13 -14 -15 15 -17 -18 -19 19 20 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0050757111094985137 0.0011319012776368118 -0.0054421565078060351 0.0048058165708935808 -0.0032618487403610445 0.00042776830599874585 0.0051816858335960031 -0.0057702283285888901 -0.0050731698381740759 -2.7301063033442616e-05 -0.0030430511473493391 -0.0081462170927145174 -0.0074938292835037244 0.005095928844389714 0.0023142570313188959 0.0051595629792204091 -0.0016071451482076752 -0.0050937683371665909 -0.01121901784161114 0.0049104920711450038 0.0060952212891743377 -0.006249502514844193 0.0059565258585687559 0.00066209192382202426 -0.010623068162712589 -0.0077670965555559383 -0.0014743263809167335 0.0026273042391403443 -0.0063714731207934038 0.0019510875961781424 -0.0084567540502833317
leaf_weight=5.9266689568758002 33.14934328943491 17.85774090513587 26.31512139737606 24.794164463877678 1.838001262396572 30.901581786572933 11.675861299037932 5.7058046311140052 8.8648862540721876 6.7440713420510283 6.2438116148114196 4.6803707852959624 5.8827359974384299 11.266022726893423 24.769906803965569 9.907852962613104 7.9319090470671645 6.3834484964609146 25.300820045173168 12.09664846211672 7.8483409062027922 7.3024530112743404 6.3610852137207967 3.4173468202352524 4.4278401695191851 88.834091302007437 40.045605301856995 6.0468944236636153 28.77808839827776 5.8315651305019847
leaf_count=17 151 319 73 157 19 86 197 28 36 29 49 66 16 45 66 41 40 53 69 33 51 18 26 25 58 701 148 56 168 59
internal_value=0.000201777 -0.00122087 0.00131741 0.00010596 -0.00190681 0.00235444 -0.000836748 0.00160258 0.00194731 0.00105371 -0.00338252 -0.000524659 -0.00059186 -0.00151975 0.00143873 0.00322623 -7.0142e-05 -0.00861524 0.00202411 0.0025724 0.000974715 0.00291793 0.000667774 -0.00328182 -0.000343336 -0.000527954 -0.000338887 0.00144675 -0.00100562 -0.00190446
internal_weight=487.13 214.105 273.025 125.923 50.1644 147.102 196.247 116.2 110.495 84.1795 15.1087 184.571 41.9429 36.0602 75.759 34.6778 41.0813 8.22145 69.0708 62.3267 37.0259 29.1775 17.0809 9.77843 179.891 173.964 169.536 46.0925 123.444 94.6657
internal_count=2900 1789 1111 588 290 523 1470 437 409 336 85 1273 218 202 298 107 191 72 251 222 153 102 69 51 1207 1190 1132 204 928 760
is_linear=0
shrinkage=0.00631991


Tree=59
num_leaves=31
num_cat=0
split_feature=5 17 4 10 5 15 6 18 8 6 10 5 9 10 5 7 16 3 13 15 9 3 19 0 3 2 5 13 10 16
split_gain=8.10788 5.25018 7.25816 4.64116 7.93306 3.85396 4.47807 7.45447 3.66927 5.31363 8.02218 3.73419 3.47279 3.45029 10.1974 5.01747 4.94982 6.71618 5.37581 5.28345 4.82073 4.26356 3.76382 3.3564 8.28523 16.4675 7.05733 4.85077 8.49609 7.89293
threshold=7.7286379265000011 166.83257850275001 171.27730165960003 90.740838818900016 5.2595069053500012 7.2024861368500011 3.6650856341500009 16.118666550000004 1.6487133604500002 5.6401317807500009 87.184008712350007 8.494960530800002 38.136666659400014 60.474177186300004 30.133297129900004 19.874819532250005 22.724946859200003 93.883646373400012 117.59047016770002 44.920183738100008 70.238863950400017 93.915907870950022 14.351157895250003 85.807518149550006 93.58791597905001 86.011634045550025 23.442459712300003 112.82921081865001 66.318885161900013 19.974953289850003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 7 -7 11 -10 13 -3 -4 14 20 -15 17 23 21 -20 -11 -19 -16 -17 27 -26 -27 29 -29 -25
right_child=1 8 12 -5 -6 6 -8 -9 9 10 -12 -13 -14 15 22 16 -18 18 19 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.016756602888317193 0.0068697092876225455 0.00422776994568519 0.0086092798275193665 -0.013493144527982578 -0.013760807331461495 0.0055786672095842291 0.013610964707419742 -0.015290039204045727 0.0136351545805378 0.0048287749780760647 -0.013995927147131203 -0.01687987024109135 -0.011247625739354183 0.011195417307660913 -0.0011692046697570103 0.0076686224725050099 0.0085787401572134502 0.00035839516718358448 0.0043912953564163859 -0.012639943373529139 -0.016465222090568693 -0.017528871113645844 0.01341562166267036 0.00086878165675825282 0.008810452568869356 -0.033198241517854242 -0.0092395643716536007 0.0024046644386456662 0.013164451152137557 -0.012404900503828318
leaf_weight=2.3523066416382852 5.7146134451031712 2.0718382187187663 1.5057541280984903 8.9151282459497434 7.179502034559845 5.6773182265460473 2.7614225000143042 5.0006318241357803 5.2215585932135573 2.0443341508507755 5.4782229959964743 3.5031691994518042 14.962172249332069 8.0985944233834726 7.0122999101877195 12.964208129793404 13.807674825191496 2.9167002104222792 10.079854011535643 3.9333516843616954 8.5918441694229823 7.1289062947034836 4.519956037402153 157.98196583613753 5.0737930163741094 3.4944477826356888 4.2110743746161461 98.680757187306881 12.887687511742113 7.2790125384926787
leaf_count=7 47 15 5 240 159 31 13 67 19 16 115 46 218 26 43 43 43 15 33 38 107 105 11 920 14 26 34 366 33 45
internal_value=0.000192526 0.000664252 -0.00523239 -0.00586065 -0.00289848 0.00203995 -0.000535915 -0.00419444 0.00100226 0.00114898 0.000975672 -0.00903564 -0.009432 0.00119692 -0.00357065 0.00150016 0.00126952 0.000960537 -0.00537724 -0.000389185 -0.0123724 -0.0123354 0.00454718 0.00146448 0.00118675 -0.00862453 -0.0201048 0.00163967 0.00364757 0.000284135
internal_weight=441.05 409.164 22.1825 31.8863 22.9712 15.7917 13.4394 10.678 386.981 381.406 376.185 5.57501 16.4679 370.706 22.1684 348.538 340.439 326.632 24.0588 14.0132 10.6362 10.0456 11.5323 302.573 289.609 12.7793 7.70552 276.829 111.568 165.261
internal_count=2900 2383 270 517 277 118 111 98 2113 2052 2033 61 223 1918 177 1741 1715 1672 191 71 123 120 54 1481 1438 74 60 1364 399 965
is_linear=0
shrinkage=0.0124631


Tree=60
num_leaves=31
num_cat=0
split_feature=16 10 0 3 6 5 7 15 0 6 14 10 17 5 15 6 4 2 3 10 17 18 9 13 6 7 7 0 17 19
split_gain=21.943 9.41296 8.80934 8.16427 9.85136 12.4215 12.2456 9.61014 8.04261 8.00008 8.74043 7.71293 8.37565 8.15109 8.74551 7.38046 6.88844 7.77808 6.10486 6.63392 10.3647 5.81078 6.14286 9.26469 5.77911 7.07575 5.70102 7.55817 11.2057 5.94318
threshold=18.594956516900002 90.988176966900014 86.530713386650021 88.727183679150016 16.455384477450004 22.443872254700004 23.477153707700001 37.965550269150008 92.031298721500022 16.375382608200002 168.39662374755002 74.986474174450009 195.53954078470002 10.293758831600002 17.991885019200001 16.285380505300001 195.32149859550003 122.26439358135001 108.48197402175002 62.041548276350007 195.44378352670003 13.878370392300001 196.26893085885004 109.57886493895002 15.675366252400002 19.468732114900003 24.101221167900004 102.84427732220001 242.64190980425005 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 11 9 7 -5 6 -6 8 -4 15 -11 12 16 14 -13 -2 -1 -18 19 -12 -21 -10 23 -23 25 -19 -15 29 -29 -28
right_child=2 -3 3 4 5 -7 -8 -9 21 10 18 13 -14 26 -16 -17 17 24 -20 20 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0051622882586180533 -0.00054971688217824799 -0.0047811506398785977 -0.0041350530897733117 0.0040504425279048063 0.00022738882954330007 0.0054520228194004233 -0.011535994521123052 -0.0053213783557578831 0.0065714939464064474 0.0035502277983903933 0.00077813830954166492 -0.00024201975995997502 -0.0068196055237009258 0.0038222724546965983 -0.0059378607415653886 -0.011015464459829023 0.0064377975473923288 0.0054760141344622664 -0.0066381365439042786 -0.00072706351529789421 -0.01074035505131693 -0.0083147196318772189 0.002434214436399441 0.0026751708889089384 -0.0061646447423675177 -0.0013782694120530485 0.0019305557302590776 -0.0052923010961549747 0.0047753723854502723 -0.0023503301997738089
leaf_weight=12.019370209425686 4.6127178966999036 19.158854614943266 7.0242097079753867 70.889292679727077 7.6167599409818667 6.7700149565935126 4.039933830499649 7.3227117657661429 7.4055242016911498 22.390854068100452 74.492992602288723 22.814626328647137 10.173844415694473 15.772534657269714 12.418152656406162 3.5622741356492043 4.3354985862970343 5.2093090265989295 4.2483413144946089 14.153921075165274 3.9425038471817961 4.4224153310060483 32.523579642176628 4.7415937036275864 6.0974490046501151 32.656351368874311 51.374387800693512 13.75494370236993 4.33792670816183 11.918244794011114
leaf_count=138 22 319 35 196 27 16 26 48 16 70 316 169 117 52 170 29 15 13 51 71 29 36 109 14 105 233 222 133 17 86
internal_value=0.000160652 -0.00112174 0.00117702 0.0020615 0.00312565 -0.000432113 -0.00384952 0.0005633 0.00133119 0.000116535 0.000474909 -0.000776174 -0.00223557 8.85961e-07 -0.00224958 -0.00511019 -0.00146238 -0.000541642 -0.000236167 5.75785e-05 -0.00290857 0.00211329 0.00132132 -0.00262839 -0.00122993 -0.000435302 0.00081698 0.000234553 -0.00287849 0.00112445
internal_weight=502.201 222.041 280.16 152.756 89.316 18.4267 11.6567 63.44 56.1173 127.404 119.229 202.883 70.4918 132.391 35.2328 8.17499 60.318 48.2986 96.8378 92.5894 18.0964 49.0931 41.6876 9.16401 43.9631 37.8657 97.158 81.3855 18.0929 63.2926
internal_count=2900 1789 1111 523 265 69 53 258 210 588 537 1470 621 849 339 51 504 366 467 416 100 175 159 50 351 246 510 458 150 308
is_linear=0
shrinkage=0.00546169


Tree=61
num_leaves=31
num_cat=0
split_feature=16 4 13 8 10 6 15 13 18 12 9 18 15 7 10 2 8 8 6 8 16 6 19 9 13 15 5 2 16 18
split_gain=7.90809 5.20369 5.11321 4.65173 4.62505 4.46599 6.79006 3.6917 3.37485 3.33667 3.03868 5.52601 2.69661 3.80359 3.356 3.34635 2.71947 5.71204 7.58415 4.33803 4.49541 3.91589 8.71153 7.47427 5.18264 8.91366 6.55411 7.78696 5.92902 6.8005
threshold=11.934972090850001 398.10712430820007 73.376087754350024 7.8438787148500007 54.884872733100003 5.0951190466500007 17.382777826050003 95.99139754765001 16.083212871900006 327.98456567570003 34.331904962550006 16.433295803950003 46.574831689400007 23.539316666200005 61.409760615700009 287.56973319225006 8.8430989333000021 9.3427090425500019 16.635388683200002 8.7431769115000026 22.724946859200003 16.475384944750001 14.451165964200003 197.58039077460003 112.82921081865001 29.334060236450004 20.766972852450003 91.18717909130001 18.684956306450005 14.117867417450002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 8 -5 -6 -4 11 -1 16 14 -14 -15 19 18 -18 20 21 24 23 -23 25 -7 27 -27 29 -29
right_child=4 2 9 7 5 12 -8 -9 -10 -11 -12 -13 13 15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0084979835306702722 -0.014985405441654399 -0.015901037565484503 0.01273655703636805 -0.0086565811541415068 0.010098359599593666 0.0022799101334895011 -0.013754508589723907 0.013773574708759178 -0.0087859639956166542 -0.0020276173005650219 -0.015859381455919551 -0.015080261244021339 0.006877696056912329 0.009776059149730237 -0.016899185947856964 -0.0068164789418065268 -0.0019762901149372163 0.0026001978837718667 -0.026538195075952255 0.0096981398558799031 0.01018678843040953 -0.0035693211258617484 0.0053151003028998698 -0.021828821660079299 0.0047593304294862434 -0.020923933969298255 -0.019802946218400459 0.011756918383317523 0.0041093659532907018 -0.01451839518014918
leaf_weight=3.2750127185136142 3.4790534768253556 2.6886782776564351 5.6546463221311551 2.8875544890761367 5.1592630892992046 132.41665136069059 9.4410767778754217 2.6808835417032242 2.747876051813364 5.9533108957111835 13.733751233667133 4.4314093999564648 1.4168118685483957 4.6366009637713415 5.4543344005942345 4.5750812739133835 6.7424617558717745 15.065532797947524 3.6826208606362343 12.812896538525818 10.982749223709105 32.15052691847086 19.871166735887527 4.8936944901943198 83.837443929165602 4.0510828569531432 5.0798041447997084 2.3980689942836788 18.736326552927494 8.4142631441354734
leaf_count=20 89 71 35 41 26 717 185 8 32 51 269 114 5 16 82 29 32 81 31 41 33 229 65 30 301 30 57 8 81 91
internal_value=0.000220485 -0.0055121 0.00120286 -0.00906658 0.000815357 0.000954679 -0.0058738 0.00214225 0.00353571 0.00516453 -0.0119777 -0.00506017 0.00126872 -0.004246 -0.0119965 0.0015352 0.00151431 -0.00281993 -0.0106527 0.00184348 0.00153173 0.00122692 -0.00203744 -0.00598148 0.00195571 0.000581925 -0.00523101 -0.00302794 -0.000574418 -0.00869079
internal_weight=439.351 41.3052 14.2966 27.0086 398.045 394.566 17.3482 5.56844 7.90714 11.608 21.4402 7.70642 377.218 16.0828 6.87115 9.21168 361.135 25.4906 10.4251 335.645 322.832 311.849 56.9154 37.0442 254.934 171.096 38.6795 33.5997 29.5487 10.8123
internal_count=2900 609 157 452 2291 2202 243 49 58 86 403 134 1959 132 87 45 1827 144 63 1683 1642 1609 324 259 1285 984 267 210 180 99
is_linear=0
shrinkage=0.0137644


Tree=62
num_leaves=31
num_cat=0
split_feature=16 10 6 0 16 4 6 4 10 15 18 9 2 0 10 18 17 9 17 6 19 16 18 9 12 13 0 10 17 2
split_gain=19.957 7.93596 7.77292 7.71048 8.1914 8.22557 11.3363 7.86304 10.3979 6.44558 5.57049 10.1268 6.20656 6.13403 7.51748 5.36589 5.34883 7.93674 5.35605 5.30711 8.23614 7.3911 6.40005 6.19051 5.61417 5.5116 5.01491 5.55479 5.5903 4.9611
threshold=18.594956516900002 90.988176966900014 15.675366252400002 86.530713386650021 22.614947116400003 310.49012963040008 15.925372093750001 248.34582299520005 62.041548276350007 32.540328261750005 13.5538556217 196.26893085885004 101.14502893930002 96.249489528150022 70.284360904350009 15.232298661650001 188.16174763880002 195.39349636155001 186.34046889365004 13.665319288000001 13.051052998800001 14.524966034300002 17.327266398450003 210.70699256735003 130.74068757200004 95.870416931800023 86.280686780500005 61.944763783650011 192.34053301495001 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=1 2 9 7 5 10 15 16 26 19 -5 12 -12 14 -13 -7 18 -18 -2 22 21 -21 23 -1 -23 29 27 -9 -29 -24
right_child=3 -3 -4 4 -6 6 -8 8 -10 -11 11 13 -14 -15 -16 -17 17 -19 -20 20 -22 24 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013896247225382455 0.0011633178295857994 -0.0056245919142389449 -0.0061492770335890385 0.0050383435050338037 0.0055067106934762345 -0.012872985995554165 0.0022181819195080769 0.00024255290773342455 -0.0086319995205339679 -0.0079886721814226604 1.030305908739497e-05 0.0027931629367000592 -0.0088551620638032836 0.0079009868832353863 -0.0049520934323998792 -0.0013849999656660701 0.0055323875259748172 -0.001501168092341249 -0.0048883152683307203 -0.0040784354890678392 -0.0052645274910042188 0.00019309990824473042 -0.0078897765101827982 -0.0076044177228966666 0.0054610844492700506 0.0045907411285098275 0.0052200285691069541 -0.010507773563077315 -0.00067587823247719373 0.0011646881531896479
leaf_weight=90.444261312484741 32.976432684808969 16.961584184318781 11.650746837258337 26.301553077995777 31.260728575289249 4.8127382770180729 9.7628671005368215 26.251602035015821 8.2122481577098352 5.0077062360942355 8.8731870725750905 43.932541407644749 5.7598335817456237 8.5772405937314016 6.3427356034517279 2.8710930421948433 24.825567718595266 9.9356420561671239 8.0470301955938321 6.5192204639315596 7.0210861191153517 13.945573963224886 3.6967376470565823 7.6918081082403651 24.965656004846096 14.419118538498877 5.9228489324450484 5.0561381280422193 5.1765159666538239 9.6974649019539338
leaf_count=708 151 319 197 72 86 37 33 124 72 66 36 142 42 19 41 15 66 41 40 53 62 62 53 77 77 51 16 49 29 64
internal_value=0.0002718 -0.0012613 -0.000881884 0.00145423 0.00248185 0.00167527 -0.00253773 0.000247022 -0.00178253 -0.000547282 0.00241187 0.00147181 -0.00347931 0.00270285 0.00181602 -0.00858046 0.00160264 0.00352202 -2.3751e-05 -0.000338402 0.00143907 0.00247508 -0.00107863 -0.00187673 0.00357307 0.00173739 -0.000456117 -0.00137758 -0.00553399 -0.0013343
internal_weight=486.92 212.021 195.059 274.899 148.495 117.234 17.4467 126.404 50.6194 183.409 99.7871 73.4855 14.633 58.8525 50.2753 7.68383 75.7847 34.7612 41.0235 178.401 52.4515 45.4305 125.949 98.1361 38.9112 27.8133 42.4071 36.4843 10.2327 13.3942
internal_count=2900 1789 1470 1111 523 437 85 588 290 1273 352 280 78 202 183 52 298 107 191 1207 254 192 953 785 139 168 218 202 78 117
is_linear=0
shrinkage=0.00665049


Tree=63
num_leaves=31
num_cat=0
split_feature=16 0 4 10 10 6 16 4 6 15 13 13 12 6 16 19 13 16 6 16 18 18 9 2 0 10 18 17 9 17
split_gain=23.0279 8.50285 8.31388 10.3337 8.17433 7.8251 7.49586 8.23434 12.8948 6.41425 5.76468 7.1389 5.5864 7.83524 7.41197 12.6633 6.7138 6.29269 5.23094 6.81185 5.43537 5.22235 10.7623 6.1034 5.6339 6.99186 5.14551 5.02072 7.62765 5.65278
threshold=18.594956516900002 86.530713386650021 248.34582299520005 62.041548276350007 90.988176966900014 15.675366252400002 22.614947116400003 310.49012963040008 15.925372093750001 32.540328261750005 108.61908538635001 107.97116697695002 207.71672397260002 13.665319288000001 13.894967507500002 11.950964240300001 102.76362357825002 9.6249774926000011 14.185331438000002 15.474963812800002 16.671733559250004 13.5538556217 196.26893085885004 101.14502893930002 96.249489528150022 70.284360904350009 15.232298661650001 188.16174763880002 195.39349636155001 186.34046889365004
decision_type=2 2 2 2 2 2 2 2 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 27 -4 5 9 7 21 26 10 11 12 14 16 17 -16 -14 -1 19 20 -17 -3 23 -23 25 -24 -9 29 -29 -2
right_child=1 6 3 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 15 18 -18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00086975598725135765 0.0012466896032828957 0.0047848127509530457 -0.00042703878575701829 -0.008019295049085811 -0.0053455117340542643 -0.0058069473497075978 0.0051582087211371804 -0.012070040154898135 0.002493175501168197 -0.0074514416263080589 0.0046331254455924771 -0.0088164050062145977 0.00033387297887805021 0.0049231772140551104 0.0048959948020322825 -0.010316383875986244 -0.0081198097039715481 -0.0061857337772666405 0.0014316587912977276 -0.0014677183194541853 0.00063503919672147407 2.4477253143151311e-05 0.0028224035451180508 -0.0081968177219384052 0.0073587043914572986 -0.0042544010543574557 -0.0015836947479474573 0.00515730183405738 -0.0012859284697984304 -0.0045961126074261921
leaf_weight=6.5404582843184498 32.252388428896666 26.676546774804592 41.707579545676708 8.2168902009725553 17.040740694850683 11.617317724972962 31.330774031579494 4.8235173523426083 9.9818603545427305 5.0503614656627169 8.3733020760118944 3.979225665330886 63.681178171187639 14.133338138461111 13.645768597722052 7.0583210773766023 3.8126464784145346 18.621591832488775 13.492874003946779 26.005318839102983 2.3010792583227158 8.8686848506331426 44.289259657263756 5.6672390773892394 8.7076769322156888 6.0796598941087714 2.8506544828414917 24.636783584952354 9.8472308441996557 7.8918333798646918
leaf_count=49 151 72 218 72 319 197 86 37 33 66 29 34 392 51 47 63 37 228 63 201 13 36 142 42 19 41 15 66 41 40
internal_value=0.000281136 0.00147177 0.000278027 -0.00167662 -0.00123279 -0.000879386 0.0024678 0.00175312 -0.00214363 -0.000572764 -0.000381513 -0.000623843 -0.000431277 0.000733633 -0.00151595 -0.000374328 -0.000143666 -0.00435178 -0.00184631 -0.00309697 -0.00762389 0.00243915 0.0015891 -0.00318083 0.00276275 0.00196821 -0.00817477 0.00158564 0.00331738 9.80705e-05
internal_weight=489.182 273.829 124.553 49.9245 215.354 198.313 149.276 117.945 17.656 186.695 181.645 173.272 169.293 81.6272 87.6654 62.5034 67.4938 25.1621 48.8576 35.3647 9.3594 100.289 73.6125 14.5359 59.0766 50.3689 7.67417 74.6282 34.484 40.1442
internal_count=2900 1111 588 290 1789 1470 523 437 85 1273 1207 1178 1144 480 664 387 429 277 340 277 76 352 280 78 202 183 52 298 107 191
is_linear=0
shrinkage=0.00618797


Tree=64
num_leaves=31
num_cat=0
split_feature=16 10 6 5 15 18 6 12 16 19 10 9 7 19 18 13 7 16 19 5 18 17 10 6 3 19 0 0 16 13
split_gain=27.9122 10.3646 9.04136 8.64938 6.99116 8.61507 7.87015 8.74658 9.76769 8.49266 6.75313 5.9731 5.78651 7.74017 5.72953 5.69797 10.365 13.9347 8.98951 6.71206 6.69774 5.52129 5.38296 5.16323 5.08834 4.78789 4.59555 14.7632 5.5901 13.7461
threshold=18.594956516900002 90.988176966900014 15.675366252400002 23.721757872050002 28.452330424200003 14.025183600500002 13.665319288000001 130.74068757200004 14.524966034300002 12.851036860900001 78.220689305400015 226.28914430085004 22.940014114900002 13.351077205700003 14.371157440600003 98.238948544700023 24.101221167900004 9.6249774926000011 12.150980378200002 2.7861270712500006 17.248993197150003 197.94573456765002 57.729261435100007 16.435384010100005 108.48197402175002 12.751028791950002 93.972365491700018 96.249489528150022 19.214955067100004 112.82921081865001
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 6 -6 10 9 -9 -8 12 21 14 -14 25 16 -12 20 -17 -19 -18 22 24 -23 -5 -1 28 -28 -2 -30
right_child=3 -3 -4 11 5 -7 7 8 -10 -11 15 -13 13 -15 -16 18 17 19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0053396507033144254 0.0061950391495548263 -0.005807828828872456 -0.0061647491258559721 0.0030843881942910654 0.0039723165239393676 -0.0073673073240598814 0.00080161372408440307 -0.0033491199725488204 0.0055128929739088547 -0.009745045230666648 0.0043730923029315525 0.0066359408023718772 -0.0080490646377416371 0.0019325012015788683 0.0032753770942909621 0.0057051964252599705 -0.0030397302506788562 0.0014750074360300482 -0.0016284309391610663 -0.0061242616232362939 0.0063173829990583324 -0.0030566505742967496 -0.0038239235835709601 0.0055961561832476494 -0.0046028521664034754 0.0018247281177477509 -0.0042432237273676539 0.0053059204697968104 -0.0033223700816690273 0.0028218440518904169
leaf_weight=12.717390261590486 16.082132048904896 19.917806059122086 12.902111556380985 11.744320310652258 3.5810122564434996 11.940887566655872 12.21108501031995 6.3261473998427382 26.690474808216095 4.2258813157677642 11.139034923166035 4.4913455620408049 14.470828831195833 4.0993097424507132 8.2029858678579313 15.056025020778181 4.9257949553430072 5.8072190880775443 12.645037986338137 26.99486630409956 8.7025846540927869 4.2709650099277487 27.978368155658245 8.4373098909854871 5.0685651600360861 5.4918151311576358 15.856128431856634 11.47478651255369 16.52130064368248 159.67212104797363
leaf_count=111 40 319 197 40 15 125 52 48 78 36 49 11 143 21 41 47 43 32 86 283 29 23 205 26 53 34 96 31 81 505
internal_value=0.000278772 -0.00138879 -0.000965891 0.00162923 -0.000622312 -0.00475118 -0.000265687 0.00191213 0.00381489 -0.00190989 -0.00109255 -0.000485991 -0.00310282 -0.00584566 -0.00117436 -3.20793e-05 -0.0011819 -0.00251459 0.00235753 -0.0047789 0.00293538 -0.00104229 -0.0021007 0.00268814 0.000766923 -0.00317891 0.00222631 -0.00023405 0.00257604 0.00224571
internal_weight=509.646 228.048 208.13 281.597 195.228 15.5219 179.706 49.4536 33.0166 16.437 130.253 61.9909 44.9823 18.5701 26.4122 85.2706 57.5695 46.4305 27.7011 32.8021 13.6284 57.4995 44.7913 12.7083 16.8129 18.2092 219.606 27.3309 192.276 176.193
internal_count=2900 1789 1470 1111 1273 140 1133 214 126 88 919 358 350 164 186 569 436 387 133 315 72 347 298 49 93 145 753 127 626 586
is_linear=0
shrinkage=0.00641236


Tree=65
num_leaves=31
num_cat=0
split_feature=16 7 0 16 13 3 6 2 6 6 4 0 16 10 0 15 6 5 14 6 15 9 7 8 15 13 12 8 16 19
split_gain=10.1969 5.86083 5.62475 6.1526 6.76751 7.79126 6.15409 12.4001 5.98073 6.36156 6.05763 5.68655 7.86091 7.6733 6.39782 5.39971 5.30575 5.21039 4.97184 4.82194 10.1113 6.64341 6.51872 5.50258 4.71599 4.2493 6.28769 6.60674 6.3922 10.6464
threshold=18.594956516900002 29.973557588500004 86.530713386650021 22.614947116400003 117.38883580790001 92.751805500450018 15.785368822600002 228.97475477770004 16.375382608200002 16.285380505300001 390.96858665540009 96.249489528150022 18.744956166100003 70.026268923800004 93.262612545250008 31.000143748900005 15.675366252400002 19.731257453750004 168.39662374755002 16.730390902950003 43.376643616500012 186.67271206880002 23.789355599150003 10.242007239150002 32.540328261750005 108.61908538635001 207.71672397260002 1.3489472949000001 13.894967507500002 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=1 16 8 4 6 -6 7 11 9 -2 18 12 -4 14 17 -8 24 -14 -10 21 23 -20 -23 -21 25 26 28 -28 -1 -30
right_child=2 -3 3 -5 5 -7 15 -9 10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.010304968878929847 -0.00083911642981638593 -0.015946689552998307 0.010879387916025803 0.010492883417810418 -0.021043842089015607 0.0026691743347827821 -0.0016449854749857843 -0.019882995507306322 0.0079521204133081013 -0.027587680080508804 -0.016423673740043273 0.013748640327598118 -0.01196092406372389 -0.013091666546590736 0.013201011782306704 0.011813550829314734 -0.012392364211300926 0.0048052245915620444 0.0086725287175441063 -0.020031671121353675 0.0099078976422043649 -0.0031835826977126029 0.013975295015677427 0.0046033661996111516 -0.016928678999965193 0.0097384740661333579 -0.0089800226403598787 0.0033344337173541452 0.01056946404380356 -0.0045815708625333417
leaf_weight=24.711968855932355 4.3629638217389575 6.3967531714588395 12.888678297400473 27.367454580962658 5.2239005640149099 6.8529537096619606 8.2382535859942418 5.4454350769519797 20.519857972860336 3.3725072704255581 4.1998152732849112 9.2012609839439374 7.5736911296844509 10.271732181310652 7.507233925163745 28.238204635679722 9.4423429500311595 8.3233174979686719 20.285481158643961 9.0420807525515574 5.1511195451021186 43.104808585718274 5.3213815018534651 2.4695168733596793 3.957223165780305 7.8448406010866156 10.773103900253771 69.127446539700031 12.467430047690867 48.600592110306025
leaf_count=358 22 164 39 86 30 24 35 41 70 29 38 25 39 75 20 80 197 29 72 96 17 220 14 10 65 29 153 407 47 369
internal_value=0.000353558 -0.00217981 0.00227446 0.00428825 0.00274125 -0.007588 0.00401823 0.00118426 -6.92293e-05 -0.0125009 0.000804253 0.00324144 0.0011652 -0.00255268 0.00207271 0.00877392 -0.00170869 -0.00318254 0.00148752 -6.62559e-05 -0.00712508 0.00164552 -0.00129805 -0.0147469 -0.00114031 -0.000780255 -0.00127831 0.00167406 -0.00402832 -0.00148839
internal_weight=448.283 193.322 254.962 137.132 109.765 12.0769 97.6878 61.2113 117.83 7.73547 110.094 55.7659 46.5647 33.676 23.4042 36.4765 186.925 15.897 105.894 85.3744 16.6627 68.7117 48.4262 11.5116 177.483 173.525 165.681 79.9006 85.78 61.068
internal_count=2900 1789 1111 523 437 54 383 268 588 51 537 227 202 163 88 115 1625 68 499 429 123 306 234 106 1428 1363 1334 560 774 416
is_linear=0
shrinkage=0.0146266


Tree=66
num_leaves=31
num_cat=0
split_feature=16 7 0 16 4 6 6 6 14 6 18 17 4 9 15 18 18 17 7 16 15 2 13 13 17 12 8 16 19 16
split_gain=11.5972 6.3596 5.46599 6.25912 6.73041 9.38815 6.00656 6.3514 6.13774 5.43395 5.15591 5.12899 5.23024 6.06862 6.14737 8.26762 8.95352 8.82709 5.88876 8.83852 4.90632 4.81215 4.46729 6.52093 5.44098 4.5531 7.54492 7.33444 10.6275 5.94743
threshold=18.594956516900002 29.973557588500004 86.530713386650021 22.614947116400003 310.49012963040008 15.925372093750001 16.375382608200002 16.285380505300001 168.39662374755002 15.675366252400002 15.232298661650001 164.23677531195003 390.96858665540009 186.67271206880002 42.133814420300006 13.316069313700003 13.668531103750002 188.07781354100004 23.124786352450005 22.704946905950003 32.540328261750005 98.229281563700013 108.61908538635001 107.97116697695002 161.95900874150001 207.71672397260002 1.3489472949000001 13.894967507500002 11.950964240300001 14.994964935250001
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 -4 10 7 -2 -8 20 -6 -10 13 -13 15 17 -17 21 19 -16 22 -15 23 24 -1 27 -27 -26 -29 -30
right_child=2 -3 3 -5 5 -7 8 -9 11 -11 -12 12 -14 14 18 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.010641832842343804 -0.00051328439141997632 -0.011486006622453677 0.0031319187749828457 0.007599971620604478 -0.019558674330755216 0.0029207277082006124 0.0058534978407322729 -0.019508455519568951 -0.01433805765480816 -0.0089056632748914302 -0.0015727253968263446 0.0050828874252738208 -0.011470943248157364 -0.0018140555442820721 -0.011689086442329241 -0.022981669085477757 -0.001584716366551693 0.004401645225187243 0.0058588823081830461 0.005184550271368508 -0.012174871627076396 -0.018662844534736225 0.0070900406531618785 -0.014515479153110652 -0.0070120461982078842 -0.0065834698981203912 0.0027756960861903225 0.0085407743636849061 -0.011681298596329033 -0.00084953355654549662
leaf_weight=5.752147525548934 4.4463502466678611 6.8936216030269852 94.505724787712097 27.759295746684074 4.6565901935100582 9.3606205210089666 20.78595132380724 3.4002036899328232 2.8200742565095416 9.6614037714898569 2.7896959185600281 23.427617833018303 4.1481622438877812 3.8086555600166383 6.7875001989305037 4.7153926864266378 3.9202392548322678 12.395107857882975 18.207449026405811 6.8040677085518837 4.0969714708626261 3.6180171519517899 7.9121941030025473 3.7932963073253623 23.121265441179276 10.92650713957846 68.75379953160882 12.412380579859017 6.4519798867404452 39.624357372522354
leaf_count=87 22 164 352 86 37 33 70 29 36 197 15 98 37 17 68 35 18 40 67 25 65 26 29 34 305 145 386 43 52 282
internal_value=0.000283092 -0.00161243 0.00174606 0.00315542 0.00204703 -0.00405335 0.000102919 -0.0087446 0.000725887 -0.00125886 -0.0128204 -0.000449839 -3.92262e-06 0.00056449 -0.00119226 -0.0047247 -0.0132683 -0.00100257 0.00196898 -0.00324198 -0.00085481 -0.0100222 -0.00059535 -0.000951296 -0.000643273 -0.000286691 0.00149228 -0.0020236 -5.16062e-05 -0.00236628
internal_weight=457.757 199.4 258.357 139.072 111.313 16.8069 119.285 7.84655 111.438 192.506 7.44629 90.6523 87.8322 83.684 60.2564 28.4574 8.63563 19.8218 31.799 13.5916 182.845 7.42667 178.748 170.836 167.042 161.29 79.6803 81.61 58.4887 46.0763
internal_count=2900 1789 1111 523 437 85 588 51 537 1625 52 467 431 394 296 136 53 83 160 93 1428 43 1363 1334 1300 1213 531 682 377 334
is_linear=0
shrinkage=0.0104622


Tree=67
num_leaves=31
num_cat=0
split_feature=6 6 0 7 10 6 3 13 0 15 9 5 13 0 17 17 19 13 8 6 8 15 5 0 7 12 5 8 12 0
split_gain=8.90546 6.3225 5.64822 5.42802 5.09474 4.95368 4.35472 4.0911 3.92766 3.84393 4.29199 5.90615 6.05496 4.56944 3.38258 3.34504 3.38465 10.5138 10.5065 5.65659 4.80124 10.1602 7.11467 5.71616 5.85502 4.0444 9.90965 7.35071 3.34021 3.31752
threshold=13.075305502400001 12.595294287050001 85.716110573100011 29.973557588500004 62.00390986255001 14.515339148550002 108.48197402175002 120.78166996855002 85.678472159250006 20.742056627150003 190.58777288605003 27.955576342550007 117.79210452745001 85.447264760050004 167.86887396990002 161.95900874150001 12.050972309250001 98.238948544700023 2.9476996444500005 5.1551204485500008 7.3442686056500008 23.900317844600004 13.697488545350001 95.590817286200021 20.778835947700006 216.11788648010003 2.7861270712500006 1.3489472949000001 236.87735968945 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 6 -6 9 -8 -7 14 -11 12 13 -12 -2 -1 17 18 25 -18 23 -22 -23 24 -21 26 -17 28 -27 -4
right_child=2 -3 29 -5 5 8 7 -9 -10 10 11 -13 -14 -15 -16 16 19 -19 -20 20 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.014241229752016837 0.00407784848977376 -0.020859238961065826 0.0038321113362402978 -0.016129467827492645 0.011567772459588562 -0.019607127072631726 -0.016659576948694153 0.014232400920692893 0.00038171102558050621 0.0066582628522027084 0.010349377397212669 0.0076128687098128188 -0.023742242499107405 -0.012070272348961734 -0.021319622935303446 0.010490015163062113 -0.016724884527310448 0.012961382625897142 -0.017649112156016885 0.0037007795881237216 -0.018193708203000598 0.014746035608875196 -0.0089612397645117345 0.0084436336427811849 -0.02180915799642031 0.0086863604971431571 -0.017155930164564313 0.0095519966106577398 -0.01235975692447498 3.0316989340878002e-05
leaf_weight=4.4928068909794083 1.9199921824038018 4.2391977459192267 174.77891445532441 6.0366331152617922 1.9251032508909691 8.1240495871752483 5.5628945827484122 1.1415499188005922 2.9644344374537459 25.962031465023756 3.7934317030012625 7.7599249705672255 4.0808707922697058 4.2689252756536007 2.9219213351607323 4.7679538279771787 6.7011901959776869 13.159875381737946 7.9469994995743027 4.6559113413095492 9.8105594664812106 5.4257802665233594 5.7725183293223381 14.190552592277525 3.4690451137721539 2.2388362549245375 7.1765343248844147 18.535589002072811 6.5135421603918076 71.442672554403543
leaf_count=75 18 44 684 165 6 128 120 7 16 129 14 27 37 28 45 28 137 46 143 24 95 15 44 61 34 18 127 74 98 413
internal_value=0.000340595 -0.00301653 0.00166728 -0.00239087 -0.00204474 -0.0104421 -0.000141303 -0.0113997 -0.0142632 0.00134727 0.00267699 -0.00251624 -0.00898908 -0.00152157 -0.0112486 -0.0016688 -0.001157 0.00121317 -0.00206379 -0.00401583 -0.00205005 -0.00714987 0.00252537 0.00275115 -0.00719099 0.00109321 -0.00612033 0.00425072 -0.00697621 0.002729
internal_weight=441.78 125.134 316.647 120.894 70.4251 13.0136 57.4115 6.70444 11.0885 50.7071 45.8652 19.9032 12.1432 8.06236 4.84191 114.858 110.365 60.3393 47.1795 50.0256 43.3244 21.0089 11.1983 22.3155 8.12496 39.2325 11.9445 27.288 8.75238 246.222
internal_count=2900 1228 1672 1184 575 150 425 127 144 298 235 106 79 42 63 1019 944 534 488 410 273 154 59 119 58 345 155 190 116 1097
is_linear=0
shrinkage=0.0148642


Tree=68
num_leaves=31
num_cat=0
split_feature=6 6 7 3 2 9 8 0 17 9 18 6 5 19 13 16 18 6 15 13 0 6 16 16 16 5 17 3 0 16
split_gain=7.49566 5.56433 4.93691 4.89606 5.01591 5.94188 8.02015 6.07337 6.75403 5.79817 5.00847 5.4993 12.7917 11.5371 8.0107 13.8003 7.14215 8.47133 6.40889 5.92558 6.25093 9.19683 5.74458 6.94509 6.50937 7.77095 5.857 5.4361 5.14662 4.30537
threshold=13.075305502400001 12.595294287050001 29.973557588500004 93.58791597905001 315.70263843430001 66.290220196950017 4.9461400813500012 85.872041144650012 192.49174628505003 186.14781787895004 13.075178189100003 16.455384477450004 22.852794041600003 14.351157895250003 112.82921081865001 19.974953289850003 13.316069313700003 16.575387281250006 36.508287084250007 109.57886493895002 96.055920542800024 14.815346158200002 18.714956236300004 15.919962772200003 15.444963882950001 16.222050829800004 192.00356210945003 89.227236891450005 93.442739239950015 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 10 5 -5 -7 9 -9 -8 -2 14 13 -13 15 18 -15 -18 19 20 21 28 23 24 25 -22 -25 -16 -12 -29
right_child=3 -3 -4 4 -6 6 7 8 -10 -11 11 12 -14 16 27 -17 17 -19 -20 -21 22 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-0.0015060194132104074 0.011166272579106162 -0.019253715947789306 -0.015264051120174623 0.010145542404097162 -0.018927280809168182 -0.01124175034832824 0.008769779747159593 -0.021775493660236966 0.004467412920447114 -0.0010204313331106387 0.0039713293597928093 -0.026598148494678241 0.0087877580387095058 0.009272590214699214 0.013660287166087141 -0.022723414933058742 -0.022857987149346833 0.0022150549671329962 -0.014934770386353366 0.010537835433450058 0.0061553633522185951 0.0049311045083361895 0.016353295168420965 0.0080862093873564477 0.012522170562160833 -0.012921015275880812 -0.01832571109410085 0.00067423663828930199 -0.015140221926801775 0.0088338651220871665
leaf_weight=110.59805594012141 12.941625505685804 3.9567634537816039 5.5026621278375378 9.2190736904740316 3.1194408573210231 14.968311324715613 17.127334233373404 4.8931052647531015 3.3004031926393509 41.899638475850224 3.6023993752896848 5.8094618171453503 11.889890015125273 5.8188662603497532 17.469650410115719 4.8661380857229224 5.3643042296171171 5.469498410820961 4.4177364259958258 15.503322698175905 12.628148917108776 12.68361261487007 6.6420328915119162 2.4758570194244376 13.524401940405367 6.5010094121098509 5.2986489161849022 27.551467128098011 13.239608913660048 24.599909238517284
leaf_count=1019 42 44 165 37 40 259 63 36 12 245 27 38 39 17 48 36 33 20 53 43 53 54 16 11 40 41 58 105 121 85
internal_value=0.000289739 -0.00272151 -0.00215809 0.00144541 -0.00124978 -0.000646507 -0.00185705 0.000232693 -0.0112047 0.00182031 0.00261249 0.00207342 -0.00310263 -0.00939657 0.00311321 0.000570532 -0.00339561 -0.0101997 0.00174496 0.00254504 0.000927257 -0.0041862 0.00413477 0.00212736 0.00499443 -0.000327709 -0.00991461 0.00681589 -0.0110524 0.00452315
internal_weight=432.882 120.057 116.101 312.825 94.5273 91.4079 82.1888 67.2205 8.19351 59.027 218.298 205.356 34.352 22.4621 171.004 101.383 16.6527 10.8338 96.5168 92.099 76.5957 29.5256 47.0701 40.4281 32.6536 19.1292 7.77451 69.621 16.842 52.1514
internal_count=2900 1228 1184 1672 692 652 615 356 48 308 980 938 147 108 791 553 70 53 517 464 421 202 219 203 134 94 69 238 148 190
is_linear=0
shrinkage=0.0141766


Tree=69
num_leaves=31
num_cat=0
split_feature=16 10 10 17 6 18 19 0 4 10 13 6 13 7 5 16 12 18 9 10 4 4 2 16 8 5 6 7 3 16
split_gain=17.6358 7.39621 7.12585 8.00093 7.23022 7.21674 7.77875 7.09408 7.65995 9.67342 6.75767 6.70431 7.74224 9.54178 9.58722 6.612 6.51389 6.39432 9.2297 6.77215 6.4595 6.30342 7.22535 6.24272 5.62065 5.44154 5.02744 6.6198 4.67866 5.56722
threshold=18.594956516900002 90.988176966900014 74.986474174450009 195.53954078470002 13.665319288000001 17.327266398450003 12.050972309250001 86.530713386650021 248.34582299520005 62.041548276350007 95.870416931800023 12.380289263450001 98.238948544700023 24.101221167900004 2.7861270712500006 22.614947116400003 250.35852345740003 13.5538556217 196.26893085885004 62.197478847950002 224.02099845660004 195.32149859550003 122.26439358135001 14.994964935250001 2.4480895352000007 19.385335982600001 15.675366252400002 19.468732114900003 93.308316333450009 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=1 2 3 21 5 6 11 8 -2 28 24 12 13 -4 -15 17 -8 -9 20 -20 25 -1 -23 -6 -7 -19 27 -24 -10 -30
right_child=7 -3 4 -5 23 10 16 15 9 -11 -12 -13 -14 14 -16 -17 -18 18 19 -21 -22 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0064521729065317758 0.0016664025020564069 -0.0058640280621140876 0.004450415897724316 -0.0087456744160510583 -0.0031857311432067462 0.0028596250996775594 -0.0070498832568041013 0.0048250705047736967 0.0053137399105029383 -0.0089524388595138352 0.0054048268376506075 -0.010643312813961348 0.0055077336985819864 0.0035519856064327761 -0.0071141774236233302 0.0055074733055573109 0.0010397927234733388 -0.005283478947712454 -0.0046662380021060485 0.0026083949708754824 -0.011855952818387914 0.0081466297337870874 0.0069767632760106679 0.0051138758831657093 -0.0062515180044946782 0.0045858202600943827 -0.0078813856314122934 -0.0017510926686202127 -0.0032082346706323048 0.0030882521034052311
leaf_weight=11.431476555764673 74.104141190648079 16.131748493760824 9.7113729454576987 9.5384165719151479 5.7610980086028603 7.1873575821518916 19.85837842151523 26.427402533590794 5.8711920902132979 8.1851078383624536 15.42648923397064 2.8683903589844695 11.398577004671095 5.9135405011475113 14.700879056006668 29.700335450470448 6.6487582288682452 7.141165576875208 7.0822281688451758 66.867126435041428 3.9726207777857772 4.3012008033692828 5.0485746860504142 21.314548373222351 6.4103136844933033 4.5943860858678818 5.3565495386719695 31.376680079847574 25.938414309173822 9.6385283619165403
leaf_count=138 298 319 44 117 32 43 218 76 16 72 52 26 39 28 180 86 46 44 33 239 32 15 13 67 74 13 105 233 163 39
internal_value=0.000273574 -0.00126133 -0.000879098 -0.00274522 0.000104624 -0.000772427 -0.00198587 0.00147169 0.000225949 -0.0019247 0.00220011 -0.000181847 0.000537339 -0.00133089 -0.00405444 0.00252903 -0.00502076 0.001767 0.000865607 0.00191169 -0.00405906 -0.00175009 -0.000583675 0.0033479 -0.00143562 -0.00141972 -0.00148241 -0.000541404 -0.000536872 -0.00150239
internal_weight=479.907 210.384 194.253 67.0529 127.2 100.124 71.0999 269.523 123.737 49.6332 29.0242 44.5928 41.7244 30.3258 20.6144 145.785 26.5071 116.085 89.6575 73.9494 15.7082 57.5145 46.083 27.0756 13.5977 11.7356 41.7818 36.4253 41.4481 35.5769
internal_count=2900 1789 1470 621 849 750 581 1111 588 290 169 317 291 252 208 523 264 437 361 272 89 504 366 99 117 57 351 246 218 202
is_linear=0
shrinkage=0.00707411


Tree=70
num_leaves=31
num_cat=0
split_feature=16 10 6 15 18 0 4 10 16 18 9 10 2 6 12 16 19 18 9 13 8 17 10 7 18 17 16 7 18 6
split_gain=13.3057 6.6987 6.27835 5.85679 7.17777 5.78859 6.08353 8.78951 5.70709 6.05804 8.43417 6.68916 5.89024 5.69455 8.60234 8.41353 7.88294 6.44699 6.30818 5.26518 5.87001 4.51403 4.49709 6.97644 6.51111 6.27583 4.99615 8.9969 6.55034 5.71203
threshold=18.594956516900002 90.988176966900014 15.675366252400002 28.452330424200003 14.025183600500002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 13.5538556217 196.26893085885004 62.197478847950002 101.14502893930002 13.665319288000001 130.74068757200004 14.524966034300002 12.851036860900001 17.327266398450003 210.70699256735003 95.870416931800023 2.4480895352000007 188.84204146815003 78.220689305400015 22.940014114900002 14.371157440600003 201.37020668845003 14.184966829400002 24.390191290350007 15.793187706400001 1.9700460298000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -5 6 -2 -8 9 -7 12 -12 -11 17 16 -16 -15 18 22 20 -19 -9 23 24 -1 26 27 -24 -28 -29
right_child=5 -3 -4 4 -6 8 7 21 -10 10 11 -13 -14 14 15 -17 -18 19 -20 -21 -22 -23 25 -25 -26 -27 28 29 -30 -31
leaf_value=-0.0045774996539382469 0.0019598668093549179 -0.0076109560762952578 -0.0082716252669129044 0.0053352995296336476 -0.010567121494855398 0.0061499123895169582 -0.00062148358275673191 0.0020459238828705456 0.0068888939471977977 -0.00036563357246957069 -0.0065135025305447809 0.0032277870357875094 -0.012284031890414149 0.00094827526816529699 -0.0046568571177672676 0.0079791522357631692 -0.014453378791137172 0.0045402007750290803 -0.011043590299520078 0.0070080675629637405 -0.0080786145378996081 -0.015540922222155053 0.0070902838032516832 -0.0099302715665726092 0.0058840959095911886 -0.0071525648428214256 -0.0034142553757995596 0.012682374755533339 0.010222983901809922 -0.0071988127466200806
leaf_weight=16.596237342804674 72.414061896502972 14.804928563535212 10.054763654246925 3.3897631093859664 10.11286813020706 25.553252995014191 40.320326507091522 1.6714528016746033 27.86676748842001 8.5971559062600118 6.9924561753869048 64.155130252242088 6.5233668312430373 11.49056017026305 5.8062603734433678 25.037615284323692 4.009722188115119 7.033394470810892 6.9923872016370288 13.564743585884569 6.207481998950243 5.9611209463328123 8.1736180782318133 12.413275565952061 7.8328319191932669 8.3517071194946748 4.4956177808344355 1.4311421215534199 10.529005397111176 13.353900540620087
leaf_count=145 298 319 197 15 125 76 218 19 86 36 33 239 53 52 48 78 36 43 72 47 74 53 42 131 41 94 46 3 33 148
internal_value=0.000335859 -0.0014872 -0.00100206 -0.000588688 -0.0065749 0.00174971 0.000229646 -0.00238317 0.00305952 0.00210521 0.000907138 0.0022704 -0.00550752 -9.37703e-05 0.00271193 0.00560046 -0.00303593 -0.00120535 -0.00241594 0.00286685 -0.00137565 -0.0116896 -0.00169065 -0.00415683 -0.00122314 0.00027029 0.00190242 -0.00087238 0.00614249 -0.00527438
internal_weight=461.737 201.682 186.877 176.822 13.5026 260.055 120.367 47.9529 139.688 111.821 86.2681 71.1476 15.1205 163.32 46.3442 30.8439 15.5003 116.975 90.1697 26.8056 13.2409 7.63257 83.1773 36.8423 24.4291 46.335 37.9833 22.9587 15.0246 14.785
internal_count=2900 1789 1470 1273 140 1111 588 290 523 437 361 272 89 1133 214 126 88 919 755 164 117 72 683 317 186 366 272 193 79 151
is_linear=0
shrinkage=0.0094576


Tree=71
num_leaves=31
num_cat=0
split_feature=13 8 6 13 16 6 5 7 10 8 18 3 8 13 15 16 6 18 18 16 15 6 18 6 16 13 15 19 6 0
split_gain=7.90131 6.96239 6.53243 4.79883 6.16473 4.6771 6.26284 5.04466 7.4167 8.65464 7.50995 4.41708 4.00412 3.85524 3.32753 5.66118 8.09227 6.62533 4.97783 5.70471 4.35152 4.41978 6.92618 8.34448 7.21025 6.35855 7.70149 5.96364 5.35751 4.99514
threshold=95.870416931800023 2.9476996444500005 5.1551204485500008 96.429616222950017 12.644970430600003 1.8100422913500003 1.6103415277500004 20.562096111400006 82.204984254750016 1.7486353823000003 16.118666550000004 108.48197402175002 2.6479335789000005 120.78166996855002 44.920183738100008 22.824946625350005 16.505385645700006 13.278511569200001 13.482409244300003 22.634947069650003 42.80317728375001 16.455384477450004 13.316069313700003 16.565387047600002 22.614947116400003 112.82921081865001 29.049007317550004 14.351157895250003 17.005397328400004 86.135510041400025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 12 -1 -7 -8 -9 10 -10 14 -5 -13 20 16 17 -16 -19 -20 21 25 27 24 -24 26 -6 -23 -25 -27
right_child=2 -3 3 4 11 6 7 8 9 -11 -12 13 -14 -15 15 -17 -18 18 19 -21 -22 22 23 28 -26 29 -28 -29 -30 -31
leaf_value=-0.017945292994401667 -0.018335129663523738 -0.015804114790996054 0.015443870237849509 0.0071953135295086098 0.0031827087106161313 0.028081385488651963 0.016602809830022217 -0.015658768170674447 0.011845408820549092 0.015833332238979321 -0.012854572139591472 -0.018319541557001297 -0.020734439712094047 0.014916744361334571 -0.021095814675067721 0.014897503607722113 -0.025566590480544445 0.015337998954617432 -0.014046045506679497 0.01013821542949926 0.0090456364517197945 -0.0046542281802881948 -0.032571482424906935 0.0086865553142405887 -0.0036874980983943174 -0.002283219056324256 -0.0052894487205143188 0.0064800114755704996 -0.014655561231170705 0.00905468167857181
leaf_weight=4.5840495061129323 4.5796840246766797 13.268906904384492 6.5968250203877679 1.8711625635623921 113.3541323877871 2.0047897696495047 3.6399207860231391 10.131825154647229 4.7472660001367393 7.5224492996931067 11.406461372971533 5.1236717980355015 5.5256736073642969 1.1668339408934114 3.9338022843003371 3.9270461276173583 4.8479983936995259 5.6258815526962307 6.2590659968554956 4.614200547337532 23.969137541949749 23.949649838730693 5.8326926156878489 7.085551865398882 3.9455219879746437 12.949977628886698 39.366278240457177 28.916608154773712 4.3043411672115326 57.86530526727438
leaf_count=134 103 260 25 12 585 3 11 122 26 36 181 120 75 7 55 11 49 24 43 16 88 182 41 24 16 55 270 103 32 191
internal_value=0.000382277 -0.00532536 0.00125307 0.00149485 0.00124235 -0.00216797 -0.000334784 -0.00185606 -0.00384342 0.00121276 -0.00559573 0.00155128 -0.0136691 -0.0121545 0.00179708 -0.00353588 -0.00639925 -0.00185154 0.00273677 -0.00378317 0.00228152 0.00173667 -0.00175796 -0.00973455 -0.0209168 0.00289409 0.000998866 0.00143594 -0.000134637 0.00698132
internal_weight=432.917 57.3057 375.611 371.031 364.435 44.0368 39.4527 37.4479 33.808 23.6762 16.1537 357.038 7.39684 6.29051 350.747 29.208 25.2809 20.433 16.4991 10.8733 321.539 297.57 74.0344 21.1681 9.77821 223.536 152.72 52.8663 11.3899 70.8153
internal_count=2900 773 2127 2024 1999 513 379 376 365 243 207 1912 87 127 1785 198 187 138 83 59 1587 1499 398 113 57 1101 855 285 56 246
is_linear=0
shrinkage=0.0165021


Tree=72
num_leaves=31
num_cat=0
split_feature=16 4 8 13 6 15 3 4 15 15 7 9 9 17 5 0 15 10 17 17 6 15 10 6 0 9 10 16 17 19
split_gain=7.00018 4.72613 4.60666 4.37793 3.73016 5.9644 3.78423 3.91539 3.32121 2.69834 3.71114 2.90469 2.8013 5.14843 7.30321 4.10726 7.59107 7.51912 6.82251 5.48636 4.09997 3.62375 4.99555 3.35186 5.40013 2.86644 2.69699 2.6948 3.0914 4.62562
threshold=11.934972090850001 398.10712430820007 8.0437227585500022 73.376087754350024 5.0951190466500007 17.382777826050003 108.48197402175002 159.66984649465005 13.612549286700002 46.574831689400007 23.539316666200005 202.80137809380003 206.92464388935002 196.44284117250001 30.133297129900004 91.625341543800019 35.34809845485001 62.55235532115001 204.13511856875002 234.67375690460003 11.630271739450002 23.969938375100003 63.565904036300005 13.735320923550001 97.152811460000024 211.98908248575003 61.409760615700009 12.234971389300002 168.45154159730004 13.351077205700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 9 -8 -5 12 26 -12 27 14 20 17 18 -15 -17 23 -14 -22 -23 -20 -25 -24 -11 -6 29 -29
right_child=4 3 -4 8 6 -7 7 -9 -10 10 11 -13 13 15 -16 16 -18 -19 19 -21 21 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.012892792608846647 0.003739132640478854 -0.018269064624351988 0.0060691560783306363 0.011425095051856321 0.014523577101796102 -0.015241787089864074 0.015391882583774963 -0.017334619334823474 -0.0067039516222889613 0.005722455675924382 0.0098798761760026874 -0.0080984590013450097 0.0086354883903484603 -0.0092644490703615821 0.014137307178262897 0.01003606104477551 -0.021448557588402195 0.011608823516819184 -0.020321743304815346 0.0064629448347083441 -0.02593203705236324 -0.026439620833051791 -0.014776525613452798 -0.018818862180665728 0.0068827249990677962 0.0013562093435748866 -0.019020563621940507 -0.0090311177580420302 0.0028187412075564872 0.010116186560395465
leaf_weight=21.264229560270909 7.6366835087537792 2.3028483577072612 3.6924632545560589 7.5282371342182142 4.5594045110046855 8.6927787177264673 1.10554540157318 4.7751152031123638 3.7015541847795248 1.3666117414832104 4.8355606682598573 4.0593145005404949 2.5310930125415387 5.4960816130042103 3.5586200058460227 12.730798434466122 4.1533492375165215 18.511233456432819 5.2060904987156418 7.2103904746472827 3.9599064439535168 3.2022901698946944 4.1937529481947404 3.5380783565342409 4.6402192488312721 7.6158449947834015 5.1899954080581665 12.293309928849341 240.85172233171761 4.1421570107340804
leaf_count=425 58 71 27 50 20 185 8 119 36 5 20 25 12 30 10 56 44 61 60 37 36 29 39 30 22 47 82 128 1112 16
internal_value=0.000328993 -0.00604376 -0.0100873 0.00141324 0.000964349 -0.00636512 0.00128806 -0.0111821 0.00544941 0.00148961 -0.00491834 0.00167518 0.00177381 -0.000670291 -0.00665681 0.00176979 -0.00147171 0.00683023 0.001018 -0.00455658 -0.0100981 -0.0125974 -0.00907999 -0.010493 -0.00423624 -0.00437275 -0.0138633 0.00258166 0.00237003 -0.00420551
internal_weight=424.545 38.4893 24.9567 13.5326 386.056 16.3295 369.726 5.88066 11.2298 363.846 15.4515 8.89488 348.394 86.5477 25.0615 61.4862 37.4789 24.0073 33.3256 20.5948 21.5029 18.9718 15.0119 13.3844 8.1783 11.8096 6.55661 261.847 257.287 16.4355
internal_count=2900 609 452 157 2291 243 2048 127 86 1921 132 45 1789 513 173 340 249 91 205 149 163 151 115 112 52 86 87 1276 1256 144
is_linear=0
shrinkage=0.0156704


Tree=73
num_leaves=31
num_cat=0
split_feature=16 0 16 4 6 4 10 10 6 15 18 7 12 13 18 9 16 17 19 13 6 8 10 8 18 9 0 13 7 16
split_gain=14.0575 6.50421 6.97494 6.38791 9.16386 6.31826 10.1097 6.28771 6.32494 5.66016 7.83262 5.2643 5.10219 8.23919 5.22447 6.51074 6.32283 9.10842 7.83838 6.30343 5.007 5.39912 5.69328 6.8216 4.80152 8.30212 6.82392 7.90053 6.00837 5.02559
threshold=18.594956516900002 86.530713386650021 22.614947116400003 310.49012963040008 15.925372093750001 248.34582299520005 62.041548276350007 90.988176966900014 15.675366252400002 28.452330424200003 14.025183600500002 26.038885134450002 207.71672397260002 108.61908538635001 15.946034773700001 206.08249486475003 14.184966829400002 203.08534335880003 10.550851274900003 104.02719889955002 13.075305502400001 7.6440346712000009 72.953999827850012 1.3489472949000001 13.5538556217 196.26893085885004 96.249489528150022 109.34496908160001 23.9444576715 19.214955067100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 24 11 -2 -7 8 9 12 -11 -5 13 14 15 19 18 -18 -16 -1 21 22 -14 -24 -3 28 27 -27 -26 -29
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12 -13 20 -15 16 -17 17 -19 -20 -21 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.0038513967860062293 0.0011733649053940237 0.0041097321824747745 0.0045303886603672476 -0.010577340417446592 0.0018166533727831682 -0.00038285607021187716 -0.0076952393576190147 -0.0047135621799608354 -0.005180133349688895 0.0036703572952152537 -0.0065998548825071954 -0.00018082610183080559 -0.0038469016934367145 0.0062672063841140947 0.0014493453791078349 -0.0088600504808800506 0.005596331300158932 -0.0021900331761552619 -0.0073760733829362022 0.00093762430600113347 0.0036667708921228389 -0.0036889989401168474 -0.0030033478642830821 0.0031391469365556761 -0.00049188321437316509 -0.0048058776775263302 0.0069347146536122613 0.0059976752277721562 -0.0089076913230779313 0.0010906616152255139
leaf_weight=25.443373616784811 73.074397947639227 24.881895527243614 29.069025501608849 4.8955698534846332 9.41961472481489 40.13804730027914 7.9422986693680278 14.738642286509274 10.417171414941548 3.4638429246842852 10.492259606719015 2.6231253445148468 7.1745595000684252 5.0191609784960738 7.1365848965942842 5.5720386542379847 12.043537218123676 9.3655051179230195 6.9817175306379795 15.515805780887602 18.660947028547525 10.561652407050131 7.9568905383348456 31.20762861520052 10.379033990204332 6.5577833130955687 8.6997850090265256 9.4036756306886655 4.1702758371829978 33.020279139280319
leaf_count=274 298 72 86 39 33 218 72 319 197 15 125 13 67 13 59 53 35 68 100 74 77 81 86 146 42 42 19 22 36 119
internal_value=0.000187507 0.00108615 0.00194091 0.00128091 -0.00207484 7.64143e-05 -0.00159077 -0.000989626 -0.000696139 -0.000431634 -0.00405083 -0.0069502 -0.00012107 -0.00109813 -0.00154863 -0.00285428 0.000161413 0.00219014 -0.00291496 -0.00203726 0.0010049 0.000131919 0.00100279 0.0018912 0.00186622 0.00109338 0.00210169 0.00124328 -0.00290411 0.00217835
internal_weight=466.026 264.275 143.12 114.051 16.9383 121.155 48.0803 201.751 187.013 176.596 13.9561 7.5187 162.639 87.0777 82.0586 46.5312 35.5273 21.409 14.1183 40.9592 75.5617 56.9007 46.3391 39.1645 97.1127 72.2308 57.6815 48.9817 14.5493 42.424
internal_count=2900 1111 523 437 85 588 290 1789 1470 1273 140 52 1133 676 663 401 262 103 159 348 457 380 299 232 352 280 202 183 78 141
is_linear=0
shrinkage=0.00592185


Tree=74
num_leaves=31
num_cat=0
split_feature=13 8 13 9 6 5 7 3 8 18 6 17 3 4 7 3 5 6 6 8 8 0 16 3 0 3 13 15 0 9
split_gain=6.43502 5.52037 4.69829 7.9926 4.09993 5.35379 4.28627 8.74582 5.56858 5.52119 4.30181 4.06413 2.70552 3.58904 2.76676 4.88932 2.57347 2.53665 4.1386 2.50477 6.33467 6.1499 3.45024 4.56663 4.34503 12.2895 4.74388 6.41927 7.16276 7.57241
threshold=95.99139754765001 2.9476996444500005 96.209162656250015 38.136666659400014 1.8100422913500003 1.6103415277500004 21.061418062900003 75.559115756250023 1.7486353823000003 16.118666550000004 2.7550643716500001 157.96759137085004 108.48197402175002 159.66984649465005 19.041006859700005 103.44111502715002 30.690160697650004 3.6650856341500009 3.7250870360500001 8.8430989333000021 9.3427090425500019 90.337570099350003 22.724946859200003 93.883646373400012 85.807518149550006 93.620177476600006 109.57886493895002 28.566186095050004 95.762878606550018 213.24207352880003
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 10 -8 -5 14 -14 16 19 -13 -11 -19 22 21 -21 23 24 -16 26 27 -26 29 -29
right_child=2 -3 3 11 5 6 7 -9 -10 17 -12 12 13 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.014007584427068705 0.016407924811685935 -0.011093024254289437 -0.017494488079169018 -0.016464429207659406 0.020742692578335144 0.010814967095598973 0.015041851772547283 -0.017165388531710131 0.0093956029781510682 -0.01494819231374481 -0.0056533455326104156 0.012841326841143237 0.012452346715745048 -0.014306726556752471 0.0093274867978516626 -0.012577332168786676 0.00058094555816796392 0.014333934569654564 -0.01155363144300701 -0.016731616827487032 0.0027268937964055532 0.0048527965924570629 0.0080159321632936771 -0.0042590043741248199 0.0016494066199981704 -0.01418990589656534 0.0036450055249835122 -0.01469908245074829 0.0027680328754004584 0.0068162442312448453
leaf_weight=4.0313440952450028 3.2730611991137257 13.546468570828436 4.0224252957850686 2.2548315376043311 1.9594900608062733 4.3146916218101969 3.6449459902942278 5.9893325604498378 7.8875835854560128 6.2413032297044975 3.1889009866863489 6.538137458264826 1.0856688693165768 3.8897926844656467 12.006353851407765 4.444827849045395 5.2087736278772354 1.6424963735044 2.8783000707626343 7.5773567687720078 14.987705212086437 3.1706923767924309 13.11623729765415 23.89701328612864 99.48896424099803 8.3724436070770007 124.48826380819082 14.189442055299883 11.312897797673939 3.4420453757047644
leaf_count=134 11 268 71 42 3 15 9 86 41 128 46 28 6 100 38 73 24 7 47 58 81 14 45 188 574 58 469 143 70 23
internal_value=0.000262741 -0.00387424 0.000886783 0.000747024 -0.00153358 -0.000201369 -0.00134813 -0.0030156 0.000309996 -0.00376273 0.00538478 0.000951143 0.00106107 -0.00846777 0.00119567 0.000981456 0.00740487 -0.00957133 -0.00214816 0.00116079 -0.00274034 -0.0103642 0.00148433 0.00119607 0.00167306 0.00132134 0.00183481 8.02149e-05 -0.00531348 -0.0104988
internal_weight=422.092 55.3249 366.767 363.494 41.7784 37.747 35.7876 31.4729 25.4835 17.5959 6.83385 359.471 357.217 4.97546 352.241 340.494 11.7469 10.7621 4.5208 336.049 25.7358 10.748 310.314 297.197 273.3 261.294 252.922 128.433 28.9444 17.6315
internal_count=2900 784 2116 2105 516 382 379 364 278 237 55 2034 1992 106 1886 1834 52 182 54 1761 153 72 1608 1563 1375 1337 1279 810 236 166
is_linear=0
shrinkage=0.013013


Tree=75
num_leaves=31
num_cat=0
split_feature=16 0 6 6 5 10 17 4 2 2 5 7 0 17 18 16 5 7 6 16 4 6 4 17 16 5 6 6 6 7
split_gain=13.6212 6.31324 6.85557 6.00552 5.87953 7.2505 7.57866 6.26055 6.74806 5.73874 7.38234 5.47066 8.57682 8.40952 8.08992 6.46666 7.32871 5.59656 8.54169 5.29812 6.26646 8.70242 4.92193 5.39539 5.01444 5.00388 6.09807 6.88056 4.70411 5.17466
threshold=18.594956516900002 86.530713386650021 16.375382608200002 16.285380505300001 7.7286379265000011 74.986474174450009 195.53954078470002 195.32149859550003 122.26439358135001 100.60547560250002 21.746930049350002 24.101221167900004 102.84427732220001 237.45530840880002 15.064837217800003 15.919962772200003 13.809011005350003 28.047804144750003 8.5201990730500015 22.614947116400003 310.49012963040008 15.925372093750001 390.96858665540009 164.23677531195003 19.314954833200002 24.779543538450003 20.305474434200004 16.445384243750002 15.675366252400002 19.468732114900003
decision_type=2 2 2 2 2 2 2 2 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 -1 6 7 -6 -9 -4 -11 -7 14 -14 -13 -16 -17 -15 -19 20 -3 -22 23 -12 -25 -26 27 -27 29 -10
right_child=1 19 9 -5 5 11 -8 8 28 10 22 12 13 17 15 16 -18 18 -20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0050784776625686819 -0.001037486280053779 0.0031056378890541307 0.0039490554580337636 -0.017317957592156985 -0.0082455677369726501 0.0052365199320517589 -0.011337881929177951 0.010734908771622241 0.008519034653676023 -0.010887960938426899 -0.012800328767711403 -0.011002684000955444 -0.0089751151483047908 0.013388135446018991 0.0040515257929733843 0.0026106385704159417 -0.012246883573097144 -0.011766456641651093 0.012279174965515035 0.0067212010260763125 -0.010758795742983459 0.0027929264756378254 -0.0096160565163524534 0.0099122581083216747 0.0019503096856102115 0.0082374190445920967 0.0069632471763186148 -0.011447383868684782 -0.0102599221088514 -0.0018546581538089301
leaf_weight=32.786999065428972 4.4772601649165145 95.447582721710205 34.190581347793341 3.4779181592166424 10.99165081605315 19.021124523133039 8.6587490849196893 4.246844269335269 4.8292713835835448 5.6114787459373465 2.437798134982585 4.1288828104734412 15.731169594451787 2.7675254568457586 45.613350212574005 6.7722282670438272 4.975208904594183 3.4355307165533304 2.0305869057774544 27.780758909881115 7.2147381156682995 9.4632040783762914 4.1767847873270503 5.3427293300628653 46.972330514341593 1.8718502745032299 3.0996817201375952 8.4992670044302923 4.7604992538690558 29.714263666421175
leaf_count=515 22 352 117 29 137 81 115 15 13 31 35 35 208 6 190 33 53 47 8 86 52 33 38 13 189 11 9 94 105 228
internal_value=0.000341949 0.00174538 0.00018273 -0.00815513 -0.00147874 -0.000774853 -0.00325984 -0.00197744 -0.000395444 0.000773886 -0.000617708 0.000728412 -0.000275038 -0.00499178 0.00156325 0.00246776 -0.00368174 0.00261876 -0.00283384 0.00308745 0.00218714 -0.00306944 0.0001783 0.000777929 0.00128109 0.000518161 -0.0044757 -0.00789454 -0.00159809 -0.00040439
internal_weight=460.528 260.064 120.158 7.95518 200.464 167.677 63.2013 54.5425 43.5509 112.203 78.0119 104.476 85.4545 23.9648 61.4897 57.3608 11.7474 8.23364 5.46612 139.906 112.126 16.6779 72.4004 68.2237 65.7859 60.4431 13.4708 10.3711 39.304 34.5435
internal_count=2900 1111 588 51 1789 1274 613 498 361 537 420 661 580 269 311 276 86 61 55 523 437 85 389 351 316 303 114 105 346 241
is_linear=0
shrinkage=0.00929464


Tree=76
num_leaves=31
num_cat=0
split_feature=16 7 6 15 0 6 6 4 16 4 6 18 5 18 9 0 13 16 10 9 0 7 2 7 9 19 12 13 16 13
split_gain=6.3527 4.1542 3.99473 3.90672 3.8899 5.21389 5.57391 4.77368 4.531 5.33582 7.3299 4.6907 4.25933 3.84151 7.24695 5.16069 5.1585 4.53922 6.29061 6.84337 6.33789 4.23869 4.16991 3.99948 3.40824 3.30752 3.63042 6.65604 5.53928 7.23574
threshold=18.594956516900002 29.973557588500004 15.675366252400002 32.540328261750005 86.530713386650021 16.375382608200002 16.285380505300001 390.96858665540009 22.614947116400003 310.49012963040008 15.925372093750001 15.232298661650001 20.361635946650004 13.5538556217 196.26893085885004 96.249489528150022 109.34496908160001 19.214955067100004 66.697957758300021 203.31429194770001 90.337570099350003 23.9444576715 175.40496222385005 23.496712412700003 204.09084027260005 8.9507221716000007 207.71672397260002 108.61908538635001 15.919962772200003 103.02440401690002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 25 5 6 -2 12 9 13 11 -11 -7 -6 21 16 24 -18 20 -20 22 23 -19 -15 -16 -1 27 -27 29 -28
right_child=4 -3 -4 -5 8 7 -8 -9 -10 10 -12 -13 -14 14 15 -17 17 18 19 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.015469336097283435 -0.00081467427322901075 -0.013944307224054837 -0.010384802687864314 -0.014821833112886427 0.007939112311973532 0.012181925950468374 -0.023533507239728954 -0.013802804886354127 0.0082740125927856199 -0.023478097171179248 0.0029484610714108181 -0.0010968402247148279 0.00051762226552728497 -0.010301183375094759 0.00017955659634356051 0.013991430314178372 0.012300214845743477 -0.0093517586841761931 0.0006690633333495627 -0.023114710945789783 0.013232170984212461 -0.018960172012840792 0.0064759613699279404 0.0067015843879350929 -0.019536639083219707 -0.0031876350170317049 0.0015507586931129717 0.011125735900238696 -0.0050700336474764464 0.013755784916515598
leaf_weight=2.5162598043680182 4.2906914651393881 4.5674545839428893 7.904726678505539 3.3673826884478322 22.50675855576992 5.7001152336597434 3.2683069445192814 3.7921023536473504 24.590741373598576 4.3257892169058314 8.6905075684189779 2.5610747635364532 95.171033581718802 5.1150668486952764 3.2070086523890486 7.4038395285606375 8.660488620400427 5.5116846486926132 6.0557269379496557 3.1642362028360367 9.7639326229691488 3.6778017580509177 5.942459724843502 4.4392603263258934 2.8400391265749931 79.113875256851315 49.044053051620722 6.0048503205180159 15.981498965993522 10.055432021617888
leaf_count=64 22 164 197 65 72 15 29 38 86 37 33 15 484 27 19 19 22 26 24 23 28 36 18 15 23 744 373 18 134 30
internal_value=0.000267845 -0.00160535 -0.00128143 -0.000848154 0.00165753 -0.000125206 -0.0106377 0.000634027 0.00321497 0.00201722 -0.0050552 -0.015155 0.00117676 0.00326506 0.00166586 0.00384887 0.00218549 0.00392788 0.00154571 -0.00749339 0.0054735 -0.00700363 -0.00114027 -0.00240113 -0.0090803 -0.000558971 -0.000324774 -0.00217787 0.00177607 0.00362737
internal_weight=419.234 178.556 173.988 166.083 240.679 112.222 7.559 104.663 128.456 103.866 15.5774 6.88686 100.871 88.2883 65.7815 52.5494 45.1456 39.0985 30.438 9.21996 21.2181 13.2321 11.4541 9.55433 6.04705 162.716 160.2 85.1187 75.081 59.0995
internal_count=2900 1789 1625 1428 1111 588 51 537 523 437 85 52 499 352 280 202 183 141 119 47 72 78 44 42 42 1363 1299 762 537 403
is_linear=0
shrinkage=0.0131069


Tree=77
num_leaves=31
num_cat=0
split_feature=5 5 10 17 4 7 3 6 3 13 12 10 8 0 18 0 13 16 15 16 18 6 0 10 5 13 7 17 6 18
split_gain=6.42054 4.43061 6.08833 4.09943 5.76117 3.61186 7.07355 7.36978 3.60188 3.32399 7.51371 5.29924 7.11302 4.71808 4.28589 6.27956 6.92127 4.82414 3.38219 4.7499 4.87972 4.81849 6.87421 3.36534 6.10746 5.05471 4.32027 6.79511 3.51239 10.03
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 166.83257850275001 171.27730165960003 19.041006859700005 101.23926781830001 22.585527707250005 108.3367972827 95.870416931800023 225.59153217100001 84.600400448950026 5.445750190600001 95.590817286200021 17.108018746400003 98.615332683000005 99.19872809730002 14.184966829400002 44.920183738100008 22.674946976100003 13.415872650200003 16.285380505300001 85.775256651950016 61.614083433650009 23.151456684850004 117.66037007905001 23.302979953550004 187.73134645290003 16.455384477450004 13.316069313700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 -8 -5 10 -7 13 -13 -12 15 18 17 -17 23 21 -21 -20 -23 -11 28 26 27 -26 -25 -30
right_child=3 -3 -4 5 -6 6 7 -9 -10 14 11 12 -14 -15 -16 16 -18 -19 19 20 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.001617237179631146 0.0051752807338897458 -0.0116058873999112 -0.011284926200756728 0.011900952168147051 -0.0075149759792747231 -0.01192395568535248 -0.014684135423924325 0.009274611390871065 -0.00086087857595754948 -0.0051086009204981322 0.0055571221054673643 0.012864571511700016 -0.0054386874431515851 -0.012678448576507781 0.0062311707219393784 -0.0068743939684617625 -0.0079448486238651653 0.0071946768448272131 -0.017413239697147951 -0.0038397847038639525 0.01173553928974691 -0.013658017039933011 0.0018754850709062016 0.0020736818513631934 0.0053161270956120941 0.013106591547081391 0.0094835047122623379 -0.012453140585589668 0.0024830219161051797 -0.0077742949211124963
leaf_weight=14.301042351871734 5.5281539130955961 7.5794763378798953 5.7696655448526135 6.4377061724662763 14.751134486868976 7.2663604505360153 6.2266508508473617 1.8785261511802671 4.0496931988745928 7.794064223766326 2.4790726229548481 6.2313396111130697 3.8680734373629093 4.4711368829011917 17.762300111353397 4.148520119488242 17.819958437234163 8.06584459915757 3.0689702369272771 4.4360178112983686 4.6114397644996643 4.5999883022159329 10.539584614336489 171.96879332326353 6.8821561112999969 9.1612168997526151 7.7483451962470999 3.7301360331475735 29.75860271602869 16.74521959759295
leaf_count=118 47 192 207 24 223 158 103 5 34 57 13 15 57 41 73 32 153 39 26 34 12 67 57 825 30 19 24 23 104 88
internal_value=0.000238004 -0.00469974 -0.00209171 0.000586268 -0.0040556 0.000839486 0.000661431 -0.00913125 0.00697299 0.000886179 -0.00289637 0.000951089 0.00585443 -0.006174 0.00116588 0.000876654 -0.00373121 0.00241622 0.00136908 -0.00217993 0.00409887 -0.00529974 -0.00284419 0.00175023 0.00196755 0.00667427 0.0034648 -0.000929629 0.00137462 -0.00121046
internal_weight=419.679 27.6502 20.0707 392.029 20.2793 371.75 361.262 8.10518 10.4874 353.157 24.316 17.0496 10.0994 6.95021 328.841 311.079 30.0343 12.2144 281.045 27.256 9.04746 18.2085 15.1396 253.789 245.994 27.5219 18.3606 10.6123 218.473 46.5038
internal_count=2900 517 325 2383 270 2113 2055 108 58 1947 284 126 72 54 1663 1590 224 71 1366 196 46 150 124 1170 1113 96 77 53 1017 192
is_linear=0
shrinkage=0.0106021


Tree=78
num_leaves=31
num_cat=0
split_feature=16 5 10 10 17 5 13 19 4 2 9 10 19 15 9 16 17 10 5 0 10 16 16 13 2 3 19 3 16 17
split_gain=20.7735 8.68487 8.03115 7.37109 8.32415 7.22649 9.29806 8.33508 6.50221 6.50359 6.02899 5.89209 6.32557 6.578 5.39903 5.3277 4.94601 4.79159 4.71885 5.8024 7.67489 5.44427 9.57238 4.40267 6.2049 7.15436 3.95368 3.83942 3.69659 3.67377
threshold=18.594956516900002 23.721757872050002 90.988176966900014 74.986474174450009 195.53954078470002 12.294714844000003 92.692659421600013 13.451085274650001 195.32149859550003 122.26439358135001 226.28914430085004 83.715897724050009 12.851036860900001 23.900317844600004 68.670253264700008 11.934972090850001 197.94573456765002 57.729261435100007 13.264960807550002 98.615332683000005 78.220689305400015 11.274973634200002 14.034967180100002 92.138837046750012 169.65174180905004 73.074980443700014 10.550851274900003 108.48197402175002 17.654958715000003 187.59608338195002
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -8 -1 -10 16 12 18 -14 15 26 17 27 -7 -20 -21 -22 -23 24 -5 29 -11 -3 -15 -26
right_child=1 10 -4 5 -6 11 7 -9 9 14 -12 -13 13 28 -16 -17 -18 -19 19 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0044880130246958694 0.0016615569391780639 0.0019604688448713954 -0.0042691932765717049 -0.0058317142879149783 -0.0061555111396763848 0.0049685660855131528 -0.0061757479828127735 0.0034834827548727784 0.0053931237213127236 0.0018378062585285508 0.0050812344944842205 -0.0046911373454323075 -0.0054308862277786685 -0.0015369683698297576 -0.0030302527913372112 0.0018945397656951564 0.0018552990858629267 -0.0029760930033581956 0.0029581178241020415 -0.0055223179111168075 0.0054355018119576831 -0.0048148710411778407 0.0026374624443376011 0.0036086948157550616 -0.0032262927366408889 -0.0061826171412632837 -0.0063840368799315522 -0.0034807973557643935 0.0051219261874841607 0.0030720877468278225
leaf_weight=11.912320729345081 207.92903663218021 11.43858417123556 15.885350055992602 4.9470426961779657 9.781618155539034 10.301213897764681 13.216794583946465 2.6233836226165286 4.3219967931509009 2.242539361119273 4.4206650480628005 4.3359901048243037 6.4764855355024329 4.9666921943426114 18.076758377254009 18.149260420352221 12.201640166342257 27.186165366321802 27.116732984781265 5.4525074921548393 5.2539023160934475 6.9762139432132271 10.701504208147524 6.8203136734664431 2.795558255165818 3.2891971692442885 3.9701090753078461 4.3994456306099883 3.4696759656071663 12.049711257219313
leaf_count=138 753 40 319 75 117 29 178 11 15 14 11 49 54 36 200 92 49 205 88 45 13 61 40 29 26 40 45 53 9 66
internal_value=0.000263168 0.00118392 -0.000882038 -0.000611991 -0.00192801 7.67882e-05 -0.00150977 -0.00457603 -0.00122322 -0.000391516 -0.000481118 0.000930068 0.00123204 -0.00167877 -0.00098063 0.000540209 -0.000926368 -0.00171525 0.00189172 0.00132064 -0.000243715 0.00101139 -0.000303476 0.000114552 -0.000917925 0.000422545 -0.00341625 0.000449008 0.00120168 0.00188602
internal_weight=482.708 267.576 215.133 199.248 68.4546 130.793 45.742 15.8402 58.673 46.7607 59.6465 85.0509 80.7149 14.9129 42.4387 24.3619 55.2258 43.0242 65.8021 55.5009 28.3841 22.9316 17.6777 29.9018 23.0815 18.1345 6.21265 15.838 8.43637 14.8453
internal_count=2900 1111 1789 1470 621 849 425 189 504 366 358 424 375 99 351 151 347 298 276 247 159 114 101 236 207 132 59 93 45 92
is_linear=0
shrinkage=0.00494996


Tree=79
num_leaves=31
num_cat=0
split_feature=6 8 9 3 8 19 0 7 8 17 5 17 17 7 16 8 15 16 6 18 18 16 10 0 16 19 6 18 16 10
split_gain=10.429 7.05597 9.8911 6.81799 7.12642 4.82549 4.76233 8.80408 5.97901 5.83309 7.13302 5.15624 4.63805 4.3307 4.11539 6.91277 3.83549 5.17917 7.57352 6.67916 4.27783 4.71338 4.14406 14.0021 6.41699 11.0185 5.13557 5.97092 4.91083 6.88118
threshold=10.715250360100002 4.9461400813500012 75.115715165350011 76.884525614550014 7.4441906275000003 9.4507625164000029 95.590817286200021 24.101221167900004 1.6487133604500002 237.45530840880002 5.2595069053500012 195.44378352670003 201.37020668845003 20.778835947700006 17.924958083650004 7.1444245619500011 44.920183738100008 22.824946625350005 16.505385645700006 13.278511569200001 13.482409244300003 22.634947069650003 70.182199495350019 96.055920542800024 18.714956236300004 12.651020723000002 14.755344756250002 14.504139642200002 19.214955067100004 66.697957758300021
decision_type=2 2 2 2 2 2 2 2 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 -1 13 8 11 10 12 -8 -9 -7 15 -11 22 18 19 -18 -21 -22 28 26 25 -25 -24 -28 -6 -30
right_child=1 3 -4 4 16 6 7 9 -10 14 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0084413188223730184 -0.0001280142867542299 -0.007395183101162381 -0.0085437755053771464 0.0089120818671485219 0.0056146447113548147 0.0015370745902898563 -0.0097614330493882503 0.0010848295523735389 0.0061950701719491151 0.0053056473798047841 -0.0079459684530559117 0.0041995515892065422 -0.0084503770192505476 -0.0098168665404468353 0.0092218511220192693 -0.0093448122920722909 -0.0094135052637400324 0.0065364267950007281 -0.011106558595537237 0.006580341572863262 -0.0055235791665441663 0.00437565938568024 -0.0083142257988229069 0.003052373105928517 0.0081268384281225868 -0.0036109121368016173 0.0056006799972010673 -0.0067785934260520229 0.0021265261742389224 -0.0028735684246244189
leaf_weight=6.3910894338041535 34.981182057410479 5.094006333500146 9.9654970038682205 6.6783803701400748 19.080137182027102 2.5856326669454557 2.9820985011756447 13.185527052730324 12.807928774505852 4.1555984411388618 15.744555473327635 2.8959440030157566 3.6083332374691954 6.7007045913487673 3.1238298192620277 3.1403222251683474 3.9528372827917435 3.9247229397296897 4.7871410194784394 5.7264517415314939 6.3609119765460473 4.6050440594553947 12.385701132938268 42.775762312114239 7.6637994199991217 20.333977401256561 4.1617411747574788 4.5074806697666645 153.18161594495177 16.980073548853397
leaf_count=174 258 62 201 18 72 12 42 113 46 27 242 19 71 106 7 46 55 11 49 24 43 16 132 188 19 155 13 42 554 83
internal_value=0.000248252 0.000772117 -0.00199394 0.00115798 0.00129538 -0.00223922 -0.00168039 -0.000930915 0.0033393 -0.00278838 -0.00434236 -0.00288325 -0.000963907 -0.00665554 0.00206434 -0.00100023 0.00113152 -0.00143161 -0.00266124 -0.000702968 0.00135973 -0.00136649 0.00139923 0.000100214 0.00168744 0.000905461 -0.00523504 -0.000835807 0.00202957 0.00162758
internal_weight=444.468 367.146 44.9467 322.2 317.106 77.3216 70.9305 61.6441 18.686 42.9582 32.5384 5.87804 16.7939 9.28634 10.4198 7.29592 310.427 29.3571 25.4324 20.6452 16.6924 10.966 281.07 91.8285 70.7735 63.1097 21.0549 8.66922 189.242 170.162
internal_count=2900 1995 459 1536 1474 905 731 613 107 506 426 61 184 118 80 73 1456 198 187 138 83 59 1258 549 362 343 187 55 709 637
is_linear=0
shrinkage=0.00745228


Tree=80
num_leaves=31
num_cat=0
split_feature=16 19 10 12 17 6 15 3 3 19 2 9 5 10 10 7 12 17 17 17 10 6 17 2 18 7 3 2 15 17
split_gain=6.41123 4.69898 7.95669 5.79048 4.26015 3.4575 5.21836 3.55628 3.1405 2.79414 2.39808 2.35085 4.31381 8.62602 11.8079 5.96246 4.71946 5.12387 4.46855 4.7041 3.13383 4.04691 3.10897 2.65644 4.84869 3.04093 7.04287 3.98756 3.55472 3.80975
threshold=11.934972090850001 10.650859343850001 90.740838818900016 176.04981466085005 237.45530840880002 5.0951190466500007 17.382777826050003 108.48197402175002 112.71898403535002 9.8507947922000021 213.18429240960003 207.37918994975004 30.133297129900004 62.55235532115001 63.910026677050006 24.292705381350004 261.40539695100006 234.67375690460003 212.86611723275004 196.44284117250001 79.900975636950008 14.835346625500001 204.53341124495003 330.71431012540006 13.954623666350001 19.152455927400002 96.988815514050017 56.184788788300004 17.183237161800005 168.75790693355003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 11 -9 -5 -2 23 13 15 -15 -13 17 18 19 20 21 -16 -21 25 -25 -7 28 -28 -27 -30
right_child=5 4 -4 9 -6 7 -8 8 -10 -11 -12 12 -14 14 16 -17 -18 -19 -20 22 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.015967999235095662 0.0092358859168866596 -0.017124951760228456 -0.015374076700410896 -0.004705232239244992 0.0049375623418436345 0.0094289037517706863 -0.01368545566956045 -0.015906437832391908 0.010930890269242753 0.0097377671165366411 -0.0075752546615188146 -0.025724733146651791 0.012718607505511492 0.015814888005728917 -0.01776035510492522 -0.0031228225509472261 -0.010488903674055033 0.013856059086640605 -0.015238767600316665 0.0070865923404445806 0.0071572711948785896 -0.00084819365672467954 -0.003322619398071703 -0.020491453038111555 0.0027557857223149906 0.01143464099758318 0.007427085842832748 -0.015196779451904266 -0.0086066738149557544 0.002367380495236081
leaf_weight=2.8434797059744659 4.7184314802289 9.5412533618509752 6.688293954357504 3.6246398314833632 2.2527163140475741 11.733725536614655 8.2084823139011842 4.3644801788032046 1.1464339215308426 12.100211666896938 2.8245780654251575 4.7954202033579332 4.6837258338928214 8.8506092354655248 6.3662537299096567 4.9278637245297432 11.185985345393417 4.9228841662406913 4.5315313227474681 17.30570702068508 2.7529637366533271 5.4841989632695913 9.1251538619399053 3.0519464351236811 4.8164869789034128 8.7212671823799592 2.0744451880454999 7.4415773879736662 6.7802881225943556 231.27687690965831
leaf_count=64 28 176 238 35 32 50 185 118 9 64 30 42 13 25 60 25 96 18 48 79 13 38 57 35 29 39 7 118 62 1067
internal_value=0.000340527 -0.00539066 -0.00187898 0.00298194 -0.0129109 0.000896269 -0.00572357 0.0011809 -0.0103235 0.0064086 0.00294074 0.00135661 -0.000742657 -0.00152833 0.000228339 -0.0142698 -0.0020084 -0.000129514 -0.0016405 -0.000138806 -0.00671178 -0.00993368 0.00349285 0.00200285 -0.00626117 0.00224545 0.00191658 -0.0102649 0.00238631 0.00205482
internal_weight=419.142 37.0506 25.2566 18.5683 11.794 382.091 15.7515 366.34 5.51091 15.7249 7.54301 360.829 84.9323 80.2486 70.5253 9.72328 61.6747 50.4887 45.5658 41.0343 14.6034 11.8505 26.4309 275.897 7.86843 268.028 256.294 9.51602 246.778 238.057
internal_count=2900 609 401 163 208 2291 243 2048 127 99 58 1921 514 501 434 67 409 313 295 247 111 98 136 1407 64 1343 1293 125 1168 1129
is_linear=0
shrinkage=0.0144301


Tree=81
num_leaves=31
num_cat=0
split_feature=6 3 6 8 9 8 17 7 3 17 5 8 17 10 16 18 7 19 16 8 10 18 16 9 6 19 17 0 10 4
split_gain=5.65218 5.06586 6.12262 4.54803 8.99868 5.79374 4.20385 4.07833 7.26505 5.9432 6.32631 4.84845 5.4789 4.55367 3.95769 4.54248 3.81435 3.67394 3.44294 6.2984 3.20698 5.71164 2.98603 2.82085 4.39085 8.01433 5.84218 4.51451 9.14116 4.57601
threshold=10.715250360100002 76.884525614550014 11.175261108200003 4.9461400813500012 66.290220196950017 7.4441906275000003 166.83257850275001 24.101221167900004 84.062708822850013 237.45530840880002 5.2595069053500012 1.6487133604500002 195.44378352670003 90.740838818900016 11.934972090850001 14.643918747750002 20.778835947700006 13.451085274650001 17.924958083650004 7.1444245619500011 89.264875305300009 16.118666550000004 20.719951547750004 187.70546222865002 13.075305502400001 12.250988447150002 193.01551328760004 85.716110573100011 61.928633034850002 186.12253940095005
decision_type=2 2 2 2 2 2 2 2 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 6 -5 17 8 11 10 13 12 -1 20 15 -8 -10 -4 19 -11 21 -9 -6 -7 25 26 -25 28 29 -26
right_child=1 2 3 5 22 23 14 9 16 18 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.024876075921195381 -0.018725312586824944 0.019311652361522071 -0.026884194276543216 0.023743589792611385 -0.017235605422749694 0.0070772923839138146 -0.024641009085490082 0.0085445511491211799 0.0043718556217776624 0.013394218001504187 -0.020653020927714493 0.01485468523772613 0.013129450183600939 -0.020576643334701626 0.013992823921154716 0.012677973045445386 -0.025661886910925583 0.0077047077989472364 0.023383793372007983 -0.024223327081421418 0.015699871353978326 -0.023275326714301717 0.01618702416217447 -0.0092430945960506068 -0.013520555871672493 -0.020418097823613885 0.024115714052298044 0.0027754493818351418 -0.023739671162820341 0.0074615868816558673
leaf_weight=3.0063041914254489 4.6522598806768647 7.3219891414046279 2.817108370363715 4.6348002366721621 16.58152813650668 34.005450939759612 2.5625398419797447 5.084040507674219 2.4559383988380423 4.0724345743656141 16.62623106315732 12.497758610174058 2.7479776460677385 4.6006966941058627 12.109161801636217 2.3820189535617828 4.5950178261846304 1.9786333367228506 2.8010884150862694 2.8731599561870098 4.2963212653994551 3.6809733007103205 1.0774833634495724 4.3407887853682059 5.5163584724068704 9.4660792518407089 3.6645385026931763 208.33949042856693 7.6162308119237414 13.715414416044949
leaf_count=54 62 22 35 14 308 138 35 32 12 31 307 48 20 184 43 8 85 15 7 46 22 57 9 38 31 92 9 977 96 63
internal_value=0.000412962 0.00143767 0.00171509 0.00132561 -0.00486846 0.00216571 0.00347862 -0.00465283 0.00157155 -0.00822943 -0.01204 0.00805086 -0.0067264 -0.00393218 0.00800394 -0.00666276 -0.0152007 -0.0126135 0.00517608 -0.0021669 0.00193064 -0.00481859 -0.0151963 0.00181683 0.00110883 -0.00830092 0.00602732 0.00180785 -0.0057007 0.00144316
internal_weight=412.12 342.782 338.13 330.808 39.5085 291.299 21.8495 69.3379 25.303 44.0349 34.2883 18.252 5.75428 17.662 17.0537 4.94456 7.05096 4.79574 9.74668 6.94559 13.0613 8.76501 17.659 286.664 252.659 17.4714 8.00533 235.187 26.848 19.2318
internal_count=2900 1995 1933 1911 453 1458 136 905 219 686 602 122 74 295 86 43 97 50 84 77 111 89 317 1444 1306 139 47 1167 190 94
is_linear=0
shrinkage=0.0194548


Tree=82
num_leaves=31
num_cat=0
split_feature=16 10 15 18 12 16 19 16 15 0 4 10 16 13 3 6 2 15 7 2 3 0 15 17 9 17 3 10 17 5
split_gain=12.4602 5.97061 6.5244 5.93324 5.67995 6.11709 8.17723 6.6857 6.20843 5.46592 6.27937 9.37178 5.53647 5.5924 6.77042 5.66567 9.55381 5.89821 10.0781 5.37652 5.4928 5.26969 5.07263 4.67612 6.92959 5.36447 4.54862 5.55499 5.25549 4.43598
threshold=18.594956516900002 90.988176966900014 28.452330424200003 14.025183600500002 207.71672397260002 13.894967507500002 11.950964240300001 9.6249774926000011 28.129673635100001 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 117.38883580790001 92.751805500450018 15.785368822600002 228.97475477770004 29.334060236450004 25.396105459650006 325.75432260090003 70.523633677900008 93.972365491700018 31.000143748900005 188.16174763880002 195.39349636155001 186.34046889365004 93.308316333450009 61.944763783650011 192.34053301495001 11.340760943700003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 10 23 26 13 15 -15 16 17 -11 21 29 -21 -19 -17 25 -25 -2 -12 -28 -29 -6
right_child=9 -3 3 -5 19 6 8 -9 -10 12 11 -13 -14 14 -16 22 -18 18 -20 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0015348865604806379 0.0011337619761668776 -0.0053442767892650112 0.0018482954577882659 -0.0076174978970053129 -0.0014477730618914137 0.0041531471939441943 -0.0020772890999065092 -0.0065567990490698266 0.0079875635845474639 0.0041468015562484001 0.0051554602935856729 -0.0084581684657214166 0.0048798069267547359 -0.008528833835119716 0.0015890355037431012 -0.00054675857911982582 -0.0080200727701148968 -0.00031046561998629261 0.0070448200383843133 0.0030976981286490565 -0.0064944405898654063 -0.0071439045533504778 0.0054982839448019733 0.005298337702789091 -0.0014731364403843322 -0.005130318173435176 0.00041550354408337748 -0.010696070980463872 -0.00076335456892186041 0.0028009311518112168
leaf_weight=6.3261645343154695 30.702974744141102 13.261129979044197 4.1710119359195224 10.644729658961294 14.343720756471155 14.191907741129397 53.702454967424273 17.145064869895577 2.924637969583272 23.579353123903275 5.7657242938876143 7.7477434258908024 27.505023971199989 5.2784861698746663 6.912750780582428 8.0888409614562971 5.1069341637194148 18.106279104948051 6.6988446339964858 4.1847984157502633 7.6232906766235828 7.1137351840734473 28.12637934088707 23.423241995275021 9.6599943041801435 7.7485486157238475 24.127939190715551 4.7211730331182462 4.9261674657464027 49.501429364085197
leaf_count=52 151 319 33 125 132 69 461 237 8 78 16 72 86 30 24 35 41 75 18 22 79 56 80 66 41 40 124 49 29 252
internal_value=0.000282338 -0.000984094 -0.000671142 -0.00495263 -0.000297879 -0.00139951 -0.000413077 -0.00437586 -0.00155747 0.00126448 0.00020948 -0.00169258 0.00218274 0.00150224 -0.00279174 0.00204292 0.000784947 0.00159518 -0.000289768 0.00107514 -0.00309498 -0.00223795 0.0041481 0.00146685 0.00332113 -0.000128542 -0.000366916 -0.00130963 -0.00562418 0.0018464
internal_weight=453.36 198.02 184.759 14.8157 169.943 94.2902 70.819 23.4712 56.6271 255.34 118.824 47.2887 136.517 109.012 12.1912 96.8204 60.6051 55.4982 31.9189 75.6532 11.8081 25.22 36.2152 71.5348 33.0832 38.4515 39.541 33.7753 9.64734 63.8452
internal_count=2900 1789 1470 158 1312 827 538 289 469 1111 588 290 523 437 54 383 268 227 149 485 101 131 115 298 107 191 218 202 78 384
is_linear=0
shrinkage=0.00672725


Tree=83
num_leaves=31
num_cat=0
split_feature=6 0 6 8 9 8 9 17 19 9 17 3 0 9 7 15 7 8 18 9 17 18 0 2 5 16 19 16 2 7
split_gain=5.16982 4.40255 5.33167 4.13958 7.86615 5.02765 3.92489 3.85415 3.83197 3.9746 8.36129 6.57164 4.24034 6.64031 3.65118 3.86882 3.44943 3.18052 2.99462 3.53161 2.57321 4.69151 5.74586 4.84426 4.07743 4.34447 5.40936 7.32349 3.2709 7.21616
threshold=10.715250360100002 102.65877371115 11.175261108200003 4.9461400813500012 66.290220196950017 7.4441906275000003 65.407743180450012 166.83257850275001 9.4507625164000029 74.362486003100017 239.21206428850002 72.053366354150015 95.590817286200021 58.059373288650008 22.969987962250006 6.9561856507500011 20.778835947700006 1.6487133604500002 11.831616630050002 71.82068887245002 220.68978861510001 17.140917755100002 98.615332683000005 83.677637406800017 15.941372635650001 15.444963882950001 12.651020723000002 17.844958270700005 151.19096455890005 23.102607264700001
decision_type=2 2 2 2 2 2 2 2 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 6 -5 7 -4 -1 12 -11 -12 16 14 17 -16 -10 -14 19 -6 21 22 24 -24 -7 -26 -27 -28 -29 -30
right_child=1 -3 3 5 18 20 -8 -9 9 10 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 28 29 -31
leaf_value=-0.019067314385234367 0.01621313346577297 -0.015664547843681671 -0.016160234678383616 0.019958652557571569 0.0082524453196119729 0.011984135510644676 0.019317577493242019 0.0035799170684220286 0.0034025206995733216 -0.021449404331345529 -0.020487898709381461 0.013904885056357062 -0.006195001354537248 0.0199055291727138 0.016494765363819816 -0.0068747778222213139 -0.022029086809359742 0.013958838180969848 -0.017823184400469403 -0.019559401479886999 -0.011549930954360623 0.015783783076785674 0.0071434271738823199 -0.013386494158677877 -0.014061952652154897 0.015474476733055751 -0.017499015439087256 0.0037943974241758001 -0.0098403894846126345 0.001838465165115707
leaf_weight=4.6083934716880313 7.0487565770745269 4.4791205637156954 3.6616944856941762 4.4353993684053412 3.4505904763937023 11.624180618673561 3.5316968448460093 14.169434770941733 2.4602818787097922 8.8399147428572196 2.3833330087363711 5.2014956716448069 3.3894506972283107 5.2061246484518042 2.3078849613666561 21.48669770359993 4.3311825059354305 7.1908096671104431 11.498838588595389 2.1993209421634674 4.3401227779686442 6.8457809276878825 4.563539523631337 13.051758550107477 5.1097537260502568 8.3614856749773008 5.8596724569797507 124.08903272077441 19.150650667957962 83.115110306069255
leaf_count=174 22 62 44 14 32 42 12 80 12 153 44 23 38 14 17 312 92 26 210 75 37 23 28 126 30 27 49 515 149 418
internal_value=0.000369062 0.001228 0.00145312 0.00113694 -0.00414712 0.00183734 0.0027981 -0.000473803 -0.00397096 -0.00286311 -0.0101137 0.00309786 -0.000295018 0.00185342 -0.000880602 -0.00460812 -0.0128162 0.00750243 -0.012799 -0.00257377 0.00155641 0.00175829 0.00140905 -0.00806787 0.00205783 0.00158819 0.00192059 0.00143255 0.00192263 -0.000348559
internal_weight=407.992 340.586 336.107 329.058 38.5116 290.546 21.3628 17.8311 67.4056 62.7972 16.4247 7.58483 46.3724 39.581 34.3748 23.7946 6.79146 10.5803 17.1488 5.64991 286.111 281.771 274.925 17.6153 257.31 245.686 240.576 232.214 226.355 102.266
internal_count=2900 1995 1933 1911 453 1458 136 124 905 731 220 67 511 407 393 329 104 64 317 107 1444 1407 1384 154 1230 1188 1158 1131 1082 567
is_linear=0
shrinkage=0.017152


Tree=84
num_leaves=31
num_cat=0
split_feature=16 0 16 4 10 18 9 2 10 10 10 17 12 6 16 19 19 4 16 12 17 9 17 17 3 10 17 16 6 15
split_gain=11.9461 5.96662 6.83315 6.7037 9.93232 6.33876 9.03296 6.33355 5.74866 5.1288 5.81582 8.05683 6.05698 5.02455 5.97888 5.87251 6.07672 6.21392 4.68372 7.72361 4.62465 7.43701 5.05268 4.59512 4.37882 6.39878 5.16774 4.14014 5.15587 4.68365
threshold=18.594956516900002 86.530713386650021 22.614947116400003 248.34582299520005 62.041548276350007 13.565012728250002 196.26893085885004 101.14502893930002 62.197478847950002 90.988176966900014 74.986474174450009 195.53954078470002 107.90491928010002 13.665319288000001 14.994964935250001 12.050972309250001 13.351077205700003 312.59262463035003 14.184966829400002 176.04981466085005 188.16174763880002 195.39349636155001 186.34046889365004 188.84204146815003 93.308316333450009 61.944763783650011 192.34053301495001 11.934972090850001 15.675366252400002 28.777417478550003
decision_type=2 2 2 2 2 2 2 2 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 5 20 24 -3 7 -7 -8 10 11 12 -1 15 -15 18 17 -17 19 -12 22 -22 -2 -6 -5 -26 -27 -14 29 -29
right_child=1 2 -4 4 23 6 8 -9 -10 -11 13 -13 27 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0078523003455082709 0.0011043561866913775 0.0043321688921861504 0.0051872838482220473 0.0050415651086813465 0.00083779726510171352 -0.00039192940641915805 -0.0043600987330883675 -0.0093201375638241237 0.0022484433413288885 -0.0052227931274900566 -0.005767422169114347 -0.0083846441453802201 -0.0051604877010881225 -0.0033663130179014378 0.0045776010832686131 -0.0070236263549202736 0.0020521258105685178 -0.00035759433963057429 0.0042031299052929265 0.0012399460279892247 0.0053604515352645371 -0.0017237199972412178 -0.0050023724001140536 -0.011576566507451575 0.00050044127423079315 -0.010951005178748172 -0.0011417461547675093 0.0028429125756812635 -0.0051519761003725791 -0.0036315332974937186
leaf_weight=5.9298802632838479 31.020672138780355 26.690409868955612 28.646314151585102 5.7839434370398513 1.7845332957804192 8.4932198822498304 6.7913529127836219 6.5079819262027732 60.331306453794241 12.400037076324223 9.382780568674205 8.92653054371476 7.5036215893924227 5.6197291612625149 20.138241685926914 16.065512055531148 9.2980691678822023 10.874467303976415 14.192391414195297 32.770936829969287 23.849726036190987 9.6539061889052373 7.8790540844202033 6.140154616907239 24.681037742644548 4.8997719660401327 5.0653474517166615 25.120841935276989 6.4983568601310244 6.5279388502240172
leaf_count=75 151 80 86 16 19 36 32 53 236 319 128 117 98 32 67 203 50 84 60 225 66 41 40 53 124 49 29 126 144 61
internal_value=0.000302452 0.0012579 0.00222813 0.000153468 -0.00180987 0.00144911 0.000512111 -0.00426526 0.0015798 -0.000987561 -0.000693922 -0.0024113 -0.00137755 0.000184155 0.00284444 -0.000555968 -0.00269457 -0.00433285 0.000819439 -0.000319788 0.00146469 0.00331918 -0.000132548 -0.00878102 -0.000443462 -0.00135915 -0.00596488 -0.000536504 0.000373044 0.00150748
internal_weight=449.468 258.219 137.461 120.758 48.3548 108.814 82.1239 15.0012 67.1227 191.249 178.849 60.5072 51.5806 118.342 25.758 92.5842 36.238 26.94 56.3461 42.1537 72.4034 33.5036 38.8997 7.92469 40.4301 34.6462 9.96512 45.6508 38.1471 31.6488
internal_count=2900 1111 523 588 290 437 357 89 268 1789 1470 621 504 849 99 750 337 287 413 353 298 107 191 72 218 202 78 429 331 187
is_linear=0
shrinkage=0.00680984


Tree=85
num_leaves=31
num_cat=0
split_feature=16 0 16 6 18 9 10 2 6 4 10 10 17 12 6 6 19 9 19 4 5 4 5 5 16 12 16 6 15 13
split_gain=13.4128 6.39004 6.91245 6.89429 6.39246 8.7471 6.50738 6.32823 5.98531 5.87116 5.43285 6.55962 8.30005 6.07132 5.40177 6.7068 6.06097 5.94788 5.84989 5.92003 5.27754 5.22993 4.96418 4.76901 4.48457 7.57993 4.47065 5.15301 5.51852 5.94697
threshold=18.594956516900002 86.530713386650021 22.614947116400003 16.375382608200002 13.5538556217 196.26893085885004 62.197478847950002 94.025623727450025 16.285380505300001 224.02099845660004 90.988176966900014 74.986474174450009 195.53954078470002 107.90491928010002 13.665319288000001 13.775321858200002 12.050972309250001 206.08249486475003 13.351077205700003 312.59262463035003 21.495293572000005 390.96858665540009 19.385335982600001 16.069922422900003 14.184966829400002 176.04981466085005 11.934972090850001 15.675366252400002 28.777417478550003 107.54907905045002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 4 8 -3 9 -7 -5 -2 22 11 12 13 -1 16 -16 24 -17 19 -18 -9 -22 -6 -19 25 -13 -15 28 29 -28
right_child=1 2 -4 7 5 6 -8 20 -10 -11 -12 14 -14 26 15 17 18 23 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.007788158085839404 -0.00073662229259164669 0.0044526208815979839 0.0052001848319790283 0.0032433432935555237 -0.0051308925290402038 -0.0045064812717033904 0.0023064519425931092 -0.0071941570099749441 -0.012634644321150992 -0.011290516744286968 -0.0052801735581371389 -0.005631114165491077 -0.0083670676161189447 -0.0053651905272216792 0.0076476996410254966 0.0037616309399511978 -0.0069355045101685614 0.00069319693788537481 0.0019164243067670594 -0.00050412347624153914 0.00046874615860576207 -0.0072721037069112936 0.0040143107182453947 -0.010304451496640407 0.0040872421600163262 0.0012475301238107884 0.00048681732930811659 -0.0051941670831791818 -0.0039386524771990424 0.0073644727058597859
leaf_weight=6.1112725324928752 4.3633460178971282 25.842392817139626 29.123206868767738 29.799120202660561 6.9741722792386991 7.0719820559024802 63.669408723711967 4.8590274006128302 3.4272913821041584 3.7805145978927603 12.807473188266156 9.3879520371556264 9.3455625064671022 7.6108357943594447 8.8819566667079943 10.247765339910986 15.950985705479981 4.0110983848571768 9.1676218733191472 10.964555101469157 72.661166738718748 4.1911488380283108 4.3916810229420662 3.2330582812428474 14.158460386097429 32.285798911005259 16.66833054274321 6.4929028563201419 6.9415553249418727 8.6803786307573301
leaf_count=75 22 76 86 100 44 33 239 26 29 32 319 128 117 98 22 32 203 16 50 84 373 38 13 29 60 225 103 144 61 23
internal_value=0.000306273 0.00130465 0.00227652 0.000157221 0.00151444 0.000630387 0.00162537 0.000585356 -0.00597085 -0.00401668 -0.00103986 -0.000738387 -0.00251652 -0.00147516 0.00019136 0.00287938 -0.000579932 0.000458149 -0.0027322 -0.00431556 -0.000383979 4.65981e-05 -0.00159725 -0.00421504 0.000811036 -0.00030204 -0.000643582 0.00028299 0.00138433 0.00284199
internal_weight=453.102 260.154 140.853 119.301 111.73 85.8878 70.7414 111.51 7.79064 15.1464 192.948 180.14 61.8508 52.5053 118.289 26.3739 91.9154 17.4919 36.0832 26.9155 81.7113 76.8523 11.3659 7.24416 55.8322 41.6738 46.394 38.7832 32.2903 25.3487
internal_count=2900 1111 523 588 437 361 272 537 51 89 1789 1470 621 504 849 99 750 77 337 287 437 411 57 45 413 353 429 331 187 126
is_linear=0
shrinkage=0.00673799


Tree=86
num_leaves=31
num_cat=0
split_feature=16 15 18 15 12 8 16 19 19 16 19 19 5 15 16 15 18 0 0 6 3 16 3 16 18 6 16 3 0 0
split_gain=5.3201 3.76995 5.26047 5.17918 3.95054 5.30781 4.52026 6.57846 4.44775 4.27171 4.26968 4.65795 4.40357 4.04648 3.82032 4.54647 4.37857 3.60896 4.91416 5.11711 4.31444 5.79936 4.53709 4.06647 6.92143 4.27301 9.28427 3.61869 10.3043 3.54028
threshold=18.594956516900002 28.452330424200003 14.025183600500002 28.321365561200004 206.66000365515004 1.3489472949000001 13.894967507500002 11.950964240300001 12.951044929850001 8.2099808015000022 10.850875481800001 10.350835137000002 13.999568943650003 23.900317844600004 14.994964935250001 18.605060652900004 16.671733559250004 87.181320254150009 86.866770652900016 16.355382140900002 88.727183679150016 18.984955604900005 89.227236891450005 22.634947069650003 13.713893333650001 16.555386813950005 22.584947186600004 85.436510927550003 96.249489528150022 86.530713386650021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 10 -8 9 -7 11 -1 -13 -10 16 -16 -9 18 19 -2 21 27 -22 24 -24 26 -26 28 -19 -21
right_child=17 2 -4 -5 5 8 7 14 13 -11 -12 12 -14 -15 15 -17 -18 20 -20 29 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.019122338732798595 -0.013559401558135417 0.0060895005506182501 -0.018332295709142812 0.023659176736981424 -0.010278751290750076 -0.013786083570795166 0.0095754124609454695 -0.026750735279973965 -0.01752142838433151 0.0063489489778687487 -0.02051275480026209 0.009483770591476327 -0.019748407267834847 0.0047653969269325488 0.015793097720652568 -0.0044816652393517521 0.0044405159190314975 -0.014585362077925507 -0.01858827534408344 0.00051402861321583795 0.016710772517990767 -0.0038030374565429081 0.00933662683186752 0.014048985664401504 -0.034163617375509332 0.0080300867513536881 -6.0251035404915141e-05 0.015149450953264235 0.017439214778345362 0.0098194667213692167
leaf_weight=4.4191100504249361 7.0021542627364388 3.7319377139210692 8.7335526365786773 2.4488073252141467 10.098713441751896 3.3298035357147446 12.105797220021485 4.3396274782717219 5.3871587850153428 50.417161293327808 8.4397072345018369 6.5402008239179832 1.9932533875107763 4.3774776980280876 3.5854072086513034 38.335142010822892 1.9264423251152036 6.0359366312623042 4.0225031599402419 105.14055462460965 12.958446331322191 31.553290791809559 16.601761221885685 10.942600332200525 3.8291678950190526 3.9636559262871733 6.1950845643877983 10.307613484561442 5.8800903633236885 13.69942747056484
leaf_count=138 48 33 125 6 213 64 69 52 62 325 170 57 37 26 15 385 12 45 22 544 39 165 56 39 25 12 25 31 17 43
internal_value=0.000418985 -0.00190556 -0.0110209 -0.00118524 -0.00157701 0.00131583 -0.00418389 -0.00177131 0.00315943 0.00510152 -0.0109836 -0.00477446 0.00265569 -0.00753026 -0.00462191 -0.00274759 -0.0171613 0.0020805 0.00014515 0.000743958 0.0044019 0.000942117 0.00781637 0.00504123 0.00181896 -0.00710349 -0.0130874 0.00767932 0.00121751 0.00158672
internal_weight=408.342 170.209 12.4655 157.744 155.295 73.6103 81.6847 60.2924 63.5116 53.747 21.3923 12.9526 8.53345 9.76464 48.1866 41.9205 6.26607 238.132 129.865 125.842 108.268 53.7769 54.4907 41.5323 30.5897 13.9879 10.0243 22.2236 11.916 118.84
internal_count=2900 1789 158 1631 1625 690 935 533 477 389 402 232 94 88 464 400 64 1111 657 635 454 258 196 157 118 62 50 93 62 587
is_linear=0
shrinkage=0.0172176


Tree=87
num_leaves=31
num_cat=0
split_feature=16 7 6 0 16 4 6 4 10 18 9 3 13 7 17 18 15 16 10 9 0 2 17 9 17 7 6 19 16 10
split_gain=8.18484 4.49742 4.76612 4.42451 6.00691 5.49435 8.35111 5.29805 8.94823 4.77787 8.22955 5.40308 5.73006 4.97009 4.63354 4.44654 4.35932 4.28378 7.00911 8.09208 6.7513 4.26298 4.21402 7.2177 5.66415 4.16329 4.16266 7.37458 5.77457 5.44994
threshold=18.594956516900002 29.973557588500004 15.675366252400002 86.530713386650021 22.614947116400003 310.49012963040008 15.925372093750001 248.34582299520005 62.041548276350007 13.5538556217 196.26893085885004 83.511574906150017 109.34496908160001 23.9444576715 188.84204146815003 15.232298661650001 32.540328261750005 19.214955067100004 66.697957758300021 203.31429194770001 90.337570099350003 175.40496222385005 188.16174763880002 195.39349636155001 186.34046889365004 23.496712412700003 13.665319288000001 13.051052998800001 14.524966034300002 78.220689305400015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 7 5 9 15 22 -9 -5 13 -12 -13 25 -10 -7 26 -14 20 -20 21 -19 24 -24 -2 -11 29 28 -28 -1
right_child=3 -3 -4 4 -6 6 -8 8 14 10 11 12 17 -15 -16 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0039757526933553019 0.0013175397393148231 -0.0094550977463155363 -0.0073962919989589279 0.0057564452621578282 0.0061914639844118866 -0.015684195627399092 0.0024176735272485321 -0.00054244007227691757 0.0023018354007933112 -0.0069236337984180125 0.0096221719465200504 -0.006340401990595758 0.0082988052924041888 -0.013134670805685131 -0.014706979531594121 -0.0012728882695190388 -0.010066811307311711 -0.0061188257555731557 0.00079800764252140218 -0.016321820276353725 0.0092131817048339993 0.0045521232562937154 0.0066064635423541389 -0.002564840904874788 -0.0072202200287670168 0.0045390114413912394 -0.0050663121998818792 -0.0069107344466024928 0.0044291069676686322 0.00012685882613661318
leaf_weight=38.784726927056909 29.963050797581673 4.9437838532030574 8.4076018109917623 23.661863297224045 26.53085645288229 4.5240069814026382 9.0052958503365499 38.744312601163983 1.5871267300099123 5.2546568587422353 7.5879328623414031 6.1814213097095481 8.6685417443513852 4.0566608756780616 5.8929698150604963 2.6507857516407967 3.6928729787468901 5.6212690994143539 6.3582267835736257 3.2608662769198418 10.393352560698984 6.0880525410175323 23.003541816025972 9.4514090865850431 7.6061727181076995 4.6739609465003014 5.788556106388568 6.5889377370476714 36.700474180281162 72.58684260584414
leaf_count=374 151 164 197 72 86 37 33 218 19 27 19 42 22 36 53 15 65 26 24 23 28 18 66 41 40 15 53 62 139 735
internal_value=0.000305895 -0.00114599 -0.000907919 0.00133354 0.00242458 0.00149911 -0.00324829 7.10462e-05 -0.00225056 0.0023358 0.00114805 0.00270834 0.00158187 -0.00489437 -0.011098 -0.0103598 -0.000575576 0.00279431 0.00129011 -0.0050056 0.00403 -0.000570657 0.00160359 0.00393563 -0.000410994 -0.00152752 -0.000357127 0.00178673 0.00313548 -0.00130186
internal_weight=428.26 177.494 172.55 250.766 134.518 107.987 16.1801 116.249 46.2244 91.8068 68.1449 54.1597 46.5717 13.9853 7.4801 7.17479 164.142 40.3903 31.7218 9.61909 22.1027 11.7093 70.0242 32.455 37.5692 9.92862 160.45 49.078 42.489 111.372
internal_count=2900 1789 1625 1111 523 437 85 588 290 352 280 202 183 78 72 52 1428 141 119 47 72 44 298 107 191 42 1363 254 192 1109
is_linear=0
shrinkage=0.00883561


Tree=88
num_leaves=31
num_cat=0
split_feature=16 5 10 10 17 6 4 16 19 19 4 9 16 16 12 7 7 15 13 13 2 6 15 13 15 7 17 5 4 6
split_gain=15.6476 7.53112 6.00324 6.90363 8.22347 6.28305 6.1895 6.14287 5.82008 6.96356 6.12221 5.69302 5.40741 5.40304 7.93528 4.45051 4.42037 7.18453 4.92406 8.06283 4.07304 5.92315 6.93383 4.17428 6.72126 4.06484 3.89518 5.00089 3.86816 3.80958
threshold=18.594956516900002 23.803605515150004 90.988176966900014 74.986474174450009 195.53954078470002 13.665319288000001 195.32149859550003 14.994964935250001 12.050972309250001 13.351077205700003 312.59262463035003 226.28914430085004 11.934972090850001 14.184966829400002 176.04981466085005 26.367140210550001 22.372035319250003 17.382777826050003 95.870416931800023 87.716323422100018 122.26439358135001 15.675366252400002 28.777417478550003 107.54907905045002 23.4448654772 24.605072964550004 197.94573456765002 24.301614351200005 402.10236428955005 22.585527707250005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -1 -7 13 10 -10 26 28 14 -5 -12 -16 18 19 -18 -14 22 23 24 -22 -19 27 -3 -8 -29
right_child=1 11 -4 5 -6 7 12 -9 9 -11 15 -13 20 -15 16 -17 17 25 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0059574525505807054 0.0020273754613308673 -0.0083846690054315987 -0.0053024820713847799 -0.0057100093351022839 -0.0082608473325363752 -0.0031002343682549134 -0.0080294500669746988 0.0047022140361582809 -0.006826402338409629 0.0022072448342854299 0.0028029517287986114 0.0066909781382988431 0.0069717582094150883 0.0041929750699218173 0.0067487255309530815 -0.0056162797069637125 0.0029721096978943093 0.00076351279723711903 0.0070098075676165864 -0.0081922480577710736 0.0031585245353244707 -0.0072772906715614996 -0.0061824262022137149 0.0074455535395741689 -0.0069912166313978357 -0.0089820956972175795 0.0021501015413219267 -0.0020058821594352108 0.0026586765087269785 0.0060848512888836605
leaf_weight=10.982501078397034 204.98868418857455 5.1250538863241664 13.473123358562587 9.7786752916872484 9.2801701016724092 5.6302889212965992 5.9299899395555249 20.990486048161983 16.799015261232856 9.830977048724888 6.9375708401203138 4.2327288389205924 4.0564866140484801 14.787704415619372 5.123062275350093 4.5900887176394463 10.656203806400304 3.0350424274802199 6.3028393164277068 3.8831645511090747 12.991225965321076 4.3489167485386124 4.7962175048887721 5.8074941411614409 3.6847118623554698 4.9606934115290642 11.251815501600502 33.111361192539334 1.9896415658295152 2.7750938534736624
leaf_count=138 760 40 319 128 117 32 85 67 203 50 45 11 13 60 13 39 65 19 18 52 58 99 50 15 35 58 47 246 11 7
internal_value=0.000367245 0.00143641 -0.0010261 -0.000718281 -0.00248831 0.000198522 -0.00150694 0.003052 -0.000587139 -0.00260265 -0.00427196 -0.000707832 -0.000386014 0.000726898 -0.000444929 -0.000549422 0.00107109 6.24566e-05 0.00211308 -9.65933e-06 0.000714382 -8.81512e-05 0.00105794 0.00260247 0.00091584 -0.00528283 -0.00130705 -0.00225555 -0.00534428 -0.00138023
internal_weight=462.131 261.485 200.646 187.173 63.8674 123.306 54.5872 26.6208 96.685 38.1577 28.3267 56.4961 43.6047 58.5274 43.7397 11.5277 33.961 28.8379 20.8422 14.5394 35.6851 31.6286 27.2796 22.4834 16.6759 7.99574 52.2633 41.0115 7.91963 35.8865
internal_count=2900 1111 1789 1470 621 849 504 99 750 337 287 351 366 413 353 84 225 212 135 117 270 257 158 108 93 77 340 293 96 253
is_linear=0
shrinkage=0.00663302


Tree=89
num_leaves=31
num_cat=0
split_feature=16 5 10 6 9 15 18 5 0 16 19 2 0 5 15 13 19 17 4 17 6 5 8 5 10 0 15 7 10 10
split_gain=25.0515 9.6705 8.92408 8.86922 6.32774 5.77155 7.60506 7.06474 7.86532 5.61666 8.18577 7.08601 7.78383 6.64271 9.16505 5.86683 5.85953 5.51109 7.05422 5.03371 4.94038 9.70552 5.20446 4.81476 4.66357 14.5311 7.26549 6.22554 6.33862 6.10715
threshold=18.594956516900002 23.803605515150004 90.988176966900014 15.675366252400002 226.28914430085004 28.452330424200003 14.025183600500002 11.848158554650002 103.82556453975 13.534968349350001 11.850956171350001 184.66468190290001 98.327667663000014 16.069922422900003 23.969938375100003 104.51649827935002 10.550851274900003 172.46189488870002 323.29283506040002 197.94573456765002 13.475314848550001 14.950964152900001 7.7439566930000003 24.301614351200005 66.697957758300021 92.031298721500022 29.334060236450004 25.396105459650006 70.133807249000014 66.318885161900013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 3 5 19 7 -7 8 -1 16 -11 12 13 -12 15 -15 -9 18 -18 23 21 22 -13 -3 29 -26 -27 28 -28 -2
right_child=1 4 -4 -5 -6 6 -8 9 -10 10 11 20 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0049266819557930528 0.0019740478937877873 -0.0064304264620548132 -0.004530060067776372 -0.0049346789778542633 0.0054029348166772561 0.0027778174997860946 -0.0058012159824017296 0.0012118097361130981 -0.00047630099605544589 0.0045654645451696065 0.0041173957405658251 0.005681281656157838 -0.0041348029530593839 -0.0095796627701965099 0.0016920730159083396 -0.00089464537707559548 -0.0039729453475111217 -0.0056036783352834086 0.005629243731036555 0.0019850861897236683 0.0044267256360604424 -0.0054964728823417132 -0.00086928232198253219 -0.0011839493029535404 -0.0067459648531459498 0.0036389078534446429 0.00055025738754942816 0.0034196206475426271 -0.0057108406902099985 0.0056983630818588519
leaf_weight=15.560184441506861 147.40745536237955 5.4325533807277671 18.258193999528885 12.783104058355091 4.5179314017295829 3.7884133011102668 10.915633272379635 14.070902001112698 35.394219409674406 15.602795921266077 9.6950959935784358 7.5217216610908526 14.126749236136673 4.299164257943632 12.804618611931799 4.1704831644892693 5.1031842455267924 11.201339889317749 3.5177443772554398 11.95807985588908 15.303190931677817 5.3656422272324553 5.8830879256129265 38.502670217305422 6.5953536480665198 23.011899419128895 10.455648250877863 8.1006353199481946 7.5995539724826804 13.044070512056349
leaf_count=177 486 40 319 197 11 15 125 79 271 42 29 18 115 32 52 24 51 114 9 47 44 45 31 253 40 72 42 29 60 31
internal_value=0.000257596 0.00130953 -0.0010336 -0.00072536 -0.000535843 -0.000448461 -0.00359088 -0.000191217 -0.00183533 0.000459889 0.00111173 0.000431071 -0.000925625 0.00053825 -0.00109284 -0.00530313 -0.00136281 -0.00319041 -5.48005e-05 -0.00101588 0.00222664 0.00043296 0.00280638 -0.00183267 0.00182513 0.00052545 0.00150084 -0.000380238 -0.00208508 0.00227682
internal_weight=501.991 276.626 225.365 207.107 60.4112 194.324 14.704 179.62 50.9544 128.666 94.7725 79.1698 45.0961 30.9694 21.2743 8.46965 33.8932 19.8223 8.62093 55.8933 34.0736 18.7705 13.4048 43.9352 216.215 55.7631 49.1677 26.1558 18.0552 160.452
internal_count=2900 1111 1789 1470 351 1273 140 1133 448 685 432 390 252 137 108 56 253 174 60 340 138 94 49 293 760 243 203 131 102 517
is_linear=0
shrinkage=0.00521701


Tree=90
num_leaves=31
num_cat=0
split_feature=16 5 10 10 17 5 15 4 2 0 5 8 9 9 12 5 4 19 15 8 16 18 17 6 13 16 5 18 6 18
split_gain=19.3733 7.80751 7.15257 7.91966 8.07756 7.49424 7.58926 6.26666 5.9391 5.69634 9.84037 9.18928 4.9909 4.96126 4.88183 6.45706 6.00377 4.86777 8.95271 11.6129 8.0356 13.0699 4.42573 5.46815 5.16432 4.28867 4.2265 3.95179 5.92663 5.24823
threshold=18.594956516900002 23.721757872050002 90.988176966900014 74.986474174450009 195.53954078470002 10.293758831600002 17.991885019200001 195.32149859550003 122.26439358135001 98.615332683000005 14.515626273450001 2.3481675133500004 226.28914430085004 68.670253264700008 207.71672397260002 16.222050829800004 179.79931155285001 12.050972309250001 23.900317844600004 7.3442686056500008 12.644970430600003 17.248993197150003 197.94573456765002 22.585527707250005 116.59305220125002 11.934972090850001 1.7284709126500002 16.203680688850003 2.7550643716500001 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=2 -2 3 4 7 6 26 -1 -9 14 17 -12 22 25 15 -7 -17 20 19 -19 21 -11 23 24 -3 -10 -5 28 -28 -29
right_child=1 12 -4 5 -6 9 -8 8 13 10 11 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0051899623950518812 0.0018032292128155043 0.0012988145138453997 -0.0047117874432330946 0.0067338963083935438 -0.0071065772237416183 0.0046127607956161377 -0.0060978616244179353 0.0058481896570222605 -0.0037517776430562519 -0.0075961604987287833 0.0052053062655684863 -0.0056209250710365418 0.0055546124807319477 -0.0034689942741818135 0.005553083488991464 0.0028612044339500968 -0.0059843793247384902 0.0048805403843836795 0.0036258004568591774 -0.0076587028164550961 0.0053802051289545258 0.0043091233903701743 0.0020109611262752497 0.0057281528400850261 -0.0035259473470816158 0.0019008929082301579 0.0070428230661144483 -0.006012623911770848 -0.0025766326110521066 0.0030366859349336616
leaf_weight=11.783377401530741 211.17059028148651 9.3992595672607404 15.63746006041765 2.4608066827058819 9.7009496055543405 8.6890381574630791 11.051703087985514 4.285168405622243 5.7595452256500748 5.1750973276793975 3.0839002877473858 14.452848665416239 4.0664445161819449 17.729594960808754 13.007323145866392 4.4500359483063203 5.6399698927998543 3.3468752875924137 8.3281531482934934 8.4120770581066591 16.338726304471493 7.0775585919618607 12.428955510258673 2.8813259154558173 30.622720006853342 17.791838604956865 3.7429447025060671 7.5937439016997796 4.6628161147236824 2.8600845225155354
leaf_count=138 753 40 319 8 117 24 170 15 59 60 8 126 11 200 35 15 36 12 30 81 47 36 49 7 251 92 8 92 46 15
internal_value=0.000279052 0.00129028 -0.00100511 -0.000711517 -0.00230166 0.000106285 -0.00226885 -0.00148888 -0.000531788 0.000890846 -6.02225e-05 -0.00371709 -0.000533343 -0.00119406 0.00287205 0.00101502 -0.00208318 0.00125719 -0.000890861 -0.00408974 0.00276632 -0.000719256 -0.000980755 -0.00184745 -0.00239284 0.000518519 -0.000284038 -0.00119974 0.00170675 -0.0035368
internal_weight=483.631 270.569 213.062 197.424 67.0505 130.374 32.3721 57.3495 45.5661 98.0016 66.2152 17.5367 59.3987 41.281 31.7864 18.779 10.09 48.6785 20.0871 11.759 28.5914 12.2527 55.3323 42.9033 40.022 23.5514 21.3204 18.8596 8.40576 10.4538
internal_count=2900 1111 1789 1470 621 849 339 504 366 510 400 134 358 351 110 75 51 266 123 93 143 96 347 298 291 151 169 161 54 107
is_linear=0
shrinkage=0.00569363


Tree=91
num_leaves=31
num_cat=0
split_feature=16 7 10 17 12 19 19 15 0 12 7 16 16 2 19 0 5 17 15 16 18 8 4 15 9 0 16 13 18 9
split_gain=6.27717 3.92648 4.09711 7.39232 5.92049 4.16505 3.72552 4.92441 5.01862 3.55836 5.48586 7.32922 7.35053 3.96531 3.90931 6.42296 6.51233 5.77006 5.08497 4.44104 5.73331 3.75831 3.65782 3.7309 3.63815 3.50898 4.7172 5.09479 5.41754 5.51976
threshold=18.594956516900002 29.973557588500004 74.986474174450009 195.53954078470002 107.90491928010002 9.4507625164000029 12.751028791950002 29.049007317550004 81.917319234750025 207.71672397260002 26.302865891850004 9.6249774926000011 17.654958715000003 175.40496222385005 12.651020723000002 104.3578792496 16.579584939650001 234.67375690460003 8.9474656819000007 12.644970430600003 17.327266398450003 1.4488693167500002 371.16724128940001 20.310401204950004 210.70699256735003 86.530713386650021 22.614947116400003 117.50443950750001 13.849588037450003 196.26893085885004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 13 21 -12 22 14 15 16 19 -16 -17 20 -7 -11 23 -13 -21 -2 27 28 -27 -30
right_child=25 -3 5 -5 6 9 7 -9 -10 10 11 12 -14 -15 17 18 -18 -19 -20 24 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.016993161428474946 0.00011106451042024607 -0.015871171812067226 -0.016904533115770611 -0.018055290777827596 -0.004116559991601495 -0.018130673886629298 -0.0086358533230332327 -0.010573040280039305 0.014071393810741021 -0.0078502566203791056 0.012040123608083706 0.0035930023236048917 0.014693453578141336 -0.018912951512136036 -0.012488852978982811 0.015787323132958549 -0.013369764648746016 0.01632619576513945 -0.017037557549868607 0.01239130706161273 0.013705958781254675 0.0091678097011742652 -0.019154205608928779 -0.020303301473098438 -0.0021410199288301136 0.0081040281515703839 0.0095931954738413105 -0.011633121415078797 -0.0088682895552191776 0.0026220940237200521
leaf_weight=5.5620534978806964 114.46366067230701 4.2870332766324273 3.0819232091307631 7.9493783228099337 25.841142795979977 3.2576196547597673 2.7738500088453319 3.5871374551206818 10.276652695611117 3.2388912681490174 6.0220082476735142 4.7129830829799193 2.855619139969348 2.9167401287704697 10.699304269626735 1.2812598999589671 4.185817837715148 1.8256336357444514 6.107903927564621 18.798259519040588 2.0799000561237335 28.874376226216555 7.1691916063427925 2.1283936239778996 4.8669148162007323 32.463693983852863 24.763350628316402 5.56260111182928 11.37509625777602 53.550965398550034
leaf_count=75 588 164 92 117 273 48 69 50 37 52 40 41 9 56 133 7 29 7 139 77 10 124 89 22 29 107 86 28 74 228
internal_value=0.000455359 -0.00171179 -0.00135492 -0.00467397 -0.00245974 0.000273735 -0.000556779 0.00497218 0.00924503 0.000750602 0.00345724 -0.00214675 -0.00721212 -0.00190686 -0.000972774 0.00128542 0.00409767 -0.00828877 -0.0113458 0.00661866 -0.00572472 0.0074514 -0.0116769 -0.00384128 0.00940263 0.00201581 0.00372291 0.00231092 0.00310736 0.00060897
internal_weight=416.559 174.38 170.093 55.9902 48.0408 114.103 42.4788 16.6376 13.0505 111.021 55.0015 22.8882 16.8662 56.0194 53.1026 40.5777 33.1885 12.5249 7.38916 29.0027 5.33752 32.1133 14.0106 6.84138 23.6652 242.179 127.716 102.952 97.3898 64.9261
internal_count=2900 1789 1625 621 504 1004 429 156 106 912 377 201 161 535 479 339 193 140 146 164 58 176 152 63 106 1111 523 437 409 302
is_linear=0
shrinkage=0.0149805


Tree=92
num_leaves=31
num_cat=0
split_feature=16 19 10 12 3 17 6 6 19 0 0 19 2 9 10 16 17 3 8 5 2 15 10 18 10 16 7 19 15 2
split_gain=5.62528 4.31739 6.75494 4.61146 3.75958 3.51845 3.2534 7.60855 5.38893 4.35643 5.56251 5.40286 4.72806 5.51169 5.48688 4.63829 6.49722 4.25386 5.35782 6.11904 6.54618 4.16978 6.08642 4.56753 5.88317 4.20034 10.4378 4.01181 4.43709 5.73936
threshold=11.934972090850001 10.650859343850001 90.740838818900016 176.04981466085005 108.48197402175002 237.45530840880002 13.665319288000001 13.775321858200002 12.050972309250001 93.972365491700018 87.181320254150009 12.651020723000002 317.41815758785003 66.290220196950017 63.910026677050006 15.444963882950001 194.94351320275004 84.968719212850019 7.943800736700001 17.369804050850004 147.87428232835001 17.382777826050003 78.285212300550015 16.255760498500003 81.898500027850005 14.034967180100002 24.701534972700003 14.351157895250003 46.074827201850006 260.09653292205007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 -8 21 10 12 15 13 -9 27 16 -11 18 -13 -20 -21 23 -23 -2 -25 26 -24 -15 -29 -30
right_child=4 5 -4 -5 -6 -7 7 9 -10 11 -12 17 -14 14 -16 -17 -18 -19 19 20 -22 22 25 24 -26 -27 -28 28 29 -31
leaf_value=-0.017507428340756012 0.016302130667008342 -0.01887513776031189 -0.016972700315835469 0.0064248504851697258 -0.012045875495005735 0.0040044836935168669 0.015572238698405178 0.013977613724525927 -0.0045853863572728124 -0.016234757657765123 0.0057969335618297249 0.014690753103682109 -0.016134889469473338 -0.003285517813019237 -0.015097829458007065 0.015429249162112982 0.010266603656595237 -0.017167372095058718 -0.021175061957547248 0.0064778410571753172 -0.018225532604153102 -0.018214714322006161 0.013811513731621415 0.018000954603407435 -0.019280874019979962 0.011976305544850772 -0.019951974421804061 0.0043703672483376421 -0.016658521095985701 0.007823208582311161
leaf_weight=2.4152483660727802 9.7972036115825158 8.5710453335195762 5.773087913170456 14.937405684962867 5.6088012140244237 2.1763158943504086 10.378239154815672 8.0169099569320661 55.06122187525034 4.5701181590557081 82.215517528355122 3.5581988170743051 4.2624396365135899 38.977139504626393 5.7504367083311072 6.2330301292240611 5.0051091611385345 7.8101278189569703 5.4372167177498367 9.2499513663351518 3.9540471863001576 4.2711030803620842 4.491188036277892 1.9121203571557988 2.5514195878058672 7.764113698154687 4.9927912633866072 72.469384536147118 6.2002757098525745 4.1131071969866753
leaf_count=64 32 176 238 99 127 32 34 22 501 29 318 18 41 257 73 18 15 76 46 48 52 36 22 7 39 36 86 273 67 18
internal_value=0.000444624 -0.00582656 -0.00191557 0.00309381 0.00101162 -0.0142421 0.00121007 0.00207224 -0.00143033 0.00154911 0.00248017 -0.00296224 0.000529454 0.00105356 0.000240991 0.00464072 -0.00238211 -0.00696729 -0.00337872 -0.00682779 -0.00091979 0.00342494 -0.00104081 0.0101637 -0.00330984 0.00321192 -0.0039631 0.000965408 0.0029669 -0.0068949
internal_weight=408.524 33.8731 23.1257 17.3527 374.651 10.7474 369.042 278.201 90.8412 267.823 222.005 45.8178 139.79 135.527 127.51 15.8083 9.57523 30.0095 22.1994 18.6412 13.204 35.7799 21.5192 14.2607 4.46354 17.2481 9.48398 121.76 82.7828 10.3134
internal_count=2900 609 401 163 2291 208 2164 1405 759 1371 1069 302 751 710 688 62 44 240 164 146 100 258 180 78 46 144 108 615 358 85
is_linear=0
shrinkage=0.0160694


Tree=93
num_leaves=31
num_cat=0
split_feature=13 8 6 13 16 3 16 8 7 3 8 3 13 16 19 16 5 6 6 5 18 10 12 10 7 8 6 0 19 3
split_gain=4.95926 5.16207 5.02615 3.91468 4.50951 3.39766 4.23916 3.35558 3.13857 6.21288 4.05241 3.24254 3.86132 3.70422 2.78906 4.29387 2.80518 2.73403 6.68503 4.38 3.25752 5.95285 4.94016 3.94951 4.29288 3.10795 3.19963 2.9313 6.47552 4.70838
threshold=95.870416931800023 2.9476996444500005 5.1551204485500008 96.429616222950017 12.644970430600003 108.48197402175002 21.084950694200003 2.6479335789000005 21.725272673150005 75.559115756250023 2.0484014478500003 75.236500780600025 89.141206231250024 12.024971880400001 11.850956171350001 14.614965823850001 14.515626273450001 13.665319288000001 13.775321858200002 20.950952025950006 17.108018746400003 72.496961945650014 219.23896387120001 75.922057603850007 26.113553071150005 7.6440346712000009 12.915301763950003 94.047642319350018 12.651020723000002 84.968719212850019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 -4 7 14 -7 -5 -1 10 11 12 13 -10 16 -16 -6 19 -19 20 21 22 -17 -23 25 -25 -27 -20 -29 -30
right_child=2 -3 3 4 5 6 -8 -9 9 -11 -12 -13 -14 -15 15 17 -18 18 27 -21 -22 23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0087907097519302271 -0.01725892437053704 -0.014201816931723439 0.014082576905782867 0.0071986111501325814 0.014087398336984101 -0.017390057066378677 0.021112065970133209 -0.019338749904913455 -0.0066913192923941265 -0.020343125725453895 0.014133123861027249 0.012226648305605351 -0.019617825523284282 0.011029010695611425 -0.010630009967059525 0.0093384329661956762 0.000485231798939157 0.014888701933332239 0.0022845840413217469 -0.019995469259414426 0.0077071116369197392 -0.020769210462526971 -0.011608066337209825 0.012201177723843781 -0.020412764027630221 -0.020203810849908112 0.0055997809834850698 0.0070136656030590078 -0.0029995265462000129 -0.018282109765047686
leaf_weight=6.0335485599935046 3.7050312776118508 10.45727675128728 5.8181356266140929 1.6106063947081555 8.5137195363640767 4.4768726956099263 0.84864765405654896 4.5381644768640399 11.207930956967187 4.7186941765248767 3.9304640479385844 2.9198950789868823 3.9213631171733132 3.9908459614962331 7.5433783922344437 11.225198291242124 6.8063955679535857 9.7245466262102109 214.76620127446949 3.2057561799883834 8.7689688168466073 5.3684373628348139 3.7464810684323302 3.7276658266782743 3.0652476996183387 2.3471691273152828 2.4504952169954777 12.749750480055807 21.639332270249728 6.5521065276116124
leaf_count=39 103 260 25 12 29 124 3 75 262 74 13 14 74 37 73 45 51 33 1015 31 43 63 30 15 36 28 14 46 163 70
internal_value=0.000398401 -0.0044113 0.00104088 0.00123488 0.00101738 0.00126158 -0.0112546 -0.0123876 -0.00162332 -0.00367074 -0.000641463 -0.00327626 -0.00564375 -0.00203837 0.00146222 0.001144 0.00804425 0.00143112 0.00203504 -0.00221993 -0.000819815 -0.00316152 0.00409683 -0.00956931 -0.00438182 0.00138204 -0.00702415 0.00154622 -0.00232704 -0.00655142
internal_weight=400.378 47.18 353.198 349.493 343.675 337.526 5.32552 6.14877 36.7227 30.6892 25.9705 22.04 19.1201 15.1988 332.201 316.881 15.3201 309.337 265.432 43.9054 40.6997 31.9307 14.9717 16.959 11.5906 8.52533 4.79766 255.707 40.9412 28.1914
internal_count=2900 773 2127 2024 1999 1912 127 87 513 474 400 387 373 299 1785 1705 80 1632 1327 305 274 231 75 156 93 57 42 1294 279 233
is_linear=0
shrinkage=0.0157948


Tree=94
num_leaves=31
num_cat=0
split_feature=16 16 10 18 7 5 3 16 6 15 10 10 9 10 0 18 8 15 15 16 6 18 18 16 15 6 18 6 16 19
split_gain=4.31706 3.99757 3.86574 3.96361 3.42276 4.7357 2.81362 3.69698 2.51277 5.10364 2.24734 3.12517 6.20001 2.63309 3.99766 4.76654 3.60767 4.03186 2.60763 5.30756 7.25396 6.03255 4.25418 4.67504 3.61827 5.09851 6.79067 8.11624 5.95227 5.4741
threshold=11.934972090850001 10.664975060650002 90.740838818900016 17.248993197150003 20.562096111400006 2.0136466570000002 108.48197402175002 21.084950694200003 4.9151148409000003 17.382777826050003 86.858705278550005 81.524804347700012 183.38674815750002 80.288113607700012 98.615332683000005 17.327266398450003 7.7439566930000003 21.073645951400003 44.920183738100008 22.824946625350005 16.505385645700006 13.278511569200001 13.482409244300003 22.634947069650003 42.80317728375001 16.455384477450004 13.316069313700003 16.565387047600002 22.614947116400003 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 3 4 -1 -6 8 -8 9 -2 11 13 -13 14 18 16 17 -16 24 20 21 -20 -23 -24 25 -10 29 28 -28 -27
right_child=6 -3 -4 -5 5 -7 7 -9 10 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.014450159088379868 0.003200082461301379 -0.014594197358411352 -0.012235504682316231 0.011034160084399331 0.021033182304118048 -0.015378133024976801 -0.017352685928026367 0.019120408052535023 0.0030231369879188666 -0.017340530218787849 0.013101142606704596 0.0093024753008202274 -0.019677462291771822 0.0090663942121390739 0.012881900549674837 0.0079574839511974277 -0.014379523945660297 -0.009641133960922383 -0.01991656604020443 0.014345122267233511 -0.023762281101954486 0.014020527983459678 -0.012147301698929261 0.0092755175558753757 0.0081258832830251454 -0.0046796676710616231 -0.030524027140196038 -0.00044365246002693159 -0.0049879369004818003 0.0057528410242517819
leaf_weight=1.8503444232046691 6.8107502032071334 8.5366951571777445 6.4439166663214555 7.2802092637866727 1.0649635195732114 5.9658430851995945 4.0860932366922489 0.84916980564594258 172.97949759475887 5.5569821894168854 4.0127991139888755 3.0014374926686278 4.9439361356198788 10.860597558319567 3.343454668298369 5.6507639884948722 11.504622850567101 5.0440476015210152 3.6804589703679182 3.8629401102662078 4.5789623241871587 5.4898027442395714 6.1899303961545211 4.4152443110942841 23.096298273652792 22.99849971011281 5.8055391609668749 11.162989171221851 3.8343746960163116 28.481719404459
leaf_count=12 58 166 270 47 2 112 124 3 871 167 26 13 75 53 13 25 128 48 55 11 49 24 43 16 88 183 41 58 16 103
internal_value=0.000361748 -0.00532099 -0.00181903 0.00233426 -0.00479737 -0.00986287 0.000850295 -0.0110771 0.00101504 -0.00602908 0.00126761 0.00112832 -0.00873003 0.00136356 0.00110385 -0.00493388 -0.00859593 -0.000662925 0.00162385 -0.00297554 -0.00572283 -0.00154583 0.00265503 -0.00322836 0.00210747 0.00154071 -0.00200685 -0.00967589 -0.0203668 0.00109218
internal_weight=393.383 31.142 22.6053 16.1614 8.88115 7.03081 362.241 4.93526 357.306 12.3677 344.938 340.925 7.94537 332.98 322.119 25.5429 19.8921 8.3875 296.576 28.2173 24.3544 19.7754 16.095 10.6052 268.359 245.263 72.2831 20.8029 9.63991 51.4802
internal_count=2900 609 443 173 126 114 2291 127 2164 225 1939 1913 88 1825 1772 214 189 61 1558 198 187 138 83 59 1360 1272 401 115 57 286
is_linear=0
shrinkage=0.0159054


Tree=95
num_leaves=31
num_cat=0
split_feature=7 16 6 15 5 10 7 16 10 15 2 5 7 8 5 0 0 10 5 8 8 15 16 13 17 18 13 17 17 18
split_gain=3.82663 2.90278 3.20848 3.19483 2.86861 3.78844 2.84895 3.68414 7.33315 4.74988 3.01066 7.67097 6.45875 7.35897 4.93559 3.32082 5.2679 5.14965 4.90143 3.3633 7.64019 3.84009 7.40461 4.18878 3.6494 5.98455 3.46358 3.44188 8.00829 4.78321
threshold=29.973557588500004 18.594956516900002 15.675366252400002 32.540328261750005 26.225713454500006 66.499011856650014 25.396105459650006 18.744956166100003 70.026268923800004 27.838459342350003 220.59538940565002 21.197160116700001 23.124786352450005 8.6432548896500023 31.302824910800002 93.442739239950015 90.837623311600012 66.318885161900013 19.812684199800003 8.8430989333000021 9.3427090425500019 44.34858359035001 22.794946695500006 117.49368567500001 184.59783591905003 12.777826849750001 117.64961624655002 186.34046889365004 188.07781354100004 13.303774303900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 10 -10 15 -12 14 -14 -13 16 17 19 -18 21 -21 24 23 -23 25 26 -9 -26 -29 -30
right_child=-2 6 -4 -5 -6 -7 -8 8 9 -11 11 12 13 -15 -16 -17 18 -19 -20 20 -22 22 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.013443495256622263 -0.016816140916941599 0.0097526633809921319 -0.012111715281632608 -0.01771263127174184 0.012444847714049445 -0.00025728384303792655 0.008374490353938854 0.0099012571074574476 0.0056229967784392687 -0.018197100422462215 -0.024561643967143949 -0.026169463990325433 0.0077742998661460075 -0.015763238460352529 -0.00019011693256543082 0.014035746885175891 -0.017082499013378029 0.013674277007388103 0.0050614766132399264 -0.018453112008771151 0.0030852429123180603 0.008534899074259604 0.018420326926984389 -0.018145973961814648 0.014539839172864647 -0.018286317738745853 -0.0072678176475952667 -0.011411684915931601 0.010886346617031193 0.0022109614804004425
leaf_weight=5.8553067203611127 3.3211528230458489 12.063642431050537 6.6887662382796398 2.8012817986309519 4.3282250799238673 131.88545093592256 14.963672950863836 7.4559456277638692 2.9120729342102996 8.2754038795828802 3.7504025697708121 3.7898814678192165 19.991858474910263 4.1227407604455939 3.7372182533144951 5.9753053039312354 6.9124837815761548 10.168981418013571 4.0961389318108559 6.5411154832690981 12.035006910562513 1.9149231668561677 2.5350791066884986 7.233353029936552 9.1574662998318654 4.698622588068246 5.0856437813490629 7.6649471372365943 28.442023441195488 38.475724387913942
leaf_count=80 165 46 197 65 16 1267 60 27 13 75 27 48 82 31 26 17 39 33 15 49 48 14 6 72 25 34 52 37 85 149
internal_value=0.000328314 0.000476765 -0.00124977 -0.000748268 -0.000413769 -0.000817825 0.00160466 0.00113791 0.000630893 -0.0119968 0.00135991 -0.00286987 -0.000298806 0.00375022 -0.0132707 0.00230503 0.00184514 0.00267722 -0.00884307 0.00182512 -0.00449895 0.00286784 -0.0058387 -0.0125611 0.00387518 -0.0028456 0.00293916 0.00525884 0.00411929 0.00589826
internal_weight=386.88 383.559 151.559 144.87 142.069 137.741 232 217.036 204.972 11.1875 193.785 35.3921 31.6417 24.1146 7.5271 158.393 152.417 141.409 11.0086 131.24 18.5761 112.664 11.6834 9.14828 100.98 17.2402 12.5416 83.7402 74.5827 66.9177
internal_count=2900 2735 1625 1428 1363 1347 1110 1050 1004 88 916 214 187 113 74 702 685 631 54 598 97 501 92 86 409 113 79 296 271 234
is_linear=0
shrinkage=0.016041


Tree=96
num_leaves=31
num_cat=0
split_feature=5 19 13 16 6 13 9 9 3 16 15 19 7 4 9 10 5 6 6 8 5 7 14 18 15 5 13 5 3 18
split_gain=3.50299 2.31606 3.2386 5.19729 3.70809 2.92091 3.51485 3.28148 2.28783 3.33374 2.20113 2.81058 3.30093 2.97008 3.43708 1.97019 1.79971 3.13267 3.74861 2.63857 4.25891 3.23937 3.84864 2.57942 2.57051 2.17349 4.07289 3.45308 2.72905 3.04805
threshold=12.294714844000003 9.4507625164000029 92.692659421600013 16.064962433100003 5.1551204485500008 92.284013785800013 73.434278895450021 58.059373288650008 108.48197402175002 21.084950694200003 6.9561856507500011 11.450923895500003 26.520549809950001 354.65463678160006 38.559541491950007 87.33187390945001 13.264960807550002 13.075305502400001 12.595294287050001 7.5441126493500006 20.950952025950006 25.396105459650006 287.75136262850009 13.849588037450003 23.900317844600004 15.821180766350002 103.02440401690002 23.234643166550004 81.70761950055001 17.140917755100002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 16 -10 -3 13 -13 -12 -15 -14 -2 18 19 20 23 -21 24 -18 -23 28 27 -27 29 -19
right_child=8 2 3 4 -6 -7 -8 -9 9 -11 11 12 15 14 -16 -17 17 25 -20 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.01690751193172417 0.0067969102283284384 0.014147134387082386 -0.019285612498638242 -0.017146900016399753 0.0048012100710346445 0.015279065682384609 -0.017292967829051022 0.020331430487323245 -0.017204861617040143 0.017869291664741535 -0.018347688883334132 0.014324348686817871 0.007394343434848797 -0.017429867165958918 0.010446315610117234 -0.019031534339349038 -0.0062555863380616373 -0.0036730601869063204 -0.020274979089475145 -0.022208277708082265 -0.013762388717107509 -0.0063315529948464082 -0.013666020277223632 0.0080770501736939313 0.014084334974915355 -0.020003352427648415 0.0013464909884686722 0.0055876618422477427 0.017683181395196351 0.014789368852896043
leaf_weight=3.1920651271939269 13.115231243893502 2.1342352088540926 6.6219825427979258 2.6660367567092162 7.2828857004642487 3.0527122523635617 3.0253590680658808 2.0261236168444148 3.5892782760784021 0.84971429407596577 4.3599705873057228 3.8721563331782809 1.224393015727401 1.8096129139885304 2.9486731635406613 1.720330838114023 4.1411660052836003 6.5236573722213489 3.087658302858471 2.9347022715955964 3.8171144127845755 2.8488805014640075 5.15760238468647 13.766603276133536 3.465709175914526 4.1622329689562312 258.04151879623532 1.9693060638383029 4.4928830713033667 3.4747346267104149
leaf_count=170 77 17 118 89 39 19 102 6 124 3 113 24 12 51 18 32 43 44 43 43 33 31 53 79 18 63 1388 21 13 14
internal_value=0.000299563 -0.00382416 -0.00284713 -0.0083554 -0.00108028 0.000640253 -0.00129255 0.0011163 0.000864286 -0.0104909 -0.0010383 -0.00307213 0.00466183 -0.0088541 -0.000155212 -0.00804386 0.00101657 0.000778085 -0.00343531 -0.00199627 0.00150774 -0.00728014 -0.00346137 0.00476263 0.00487353 0.00137108 0.00104173 -0.0117841 0.00737518 0.00274318
internal_weight=381.375 45.9365 42.7445 16.5709 9.94892 26.1736 23.1209 20.0955 335.438 4.43899 18.0694 15.9351 6.81688 9.11826 4.75829 2.94472 330.999 317.884 39.2194 36.1318 21.7249 14.4069 11.4722 17.9078 6.31459 278.664 264.173 6.13154 14.4913 9.99839
internal_count=2900 810 640 246 128 394 375 273 2090 127 267 250 68 182 69 44 1963 1886 343 300 155 145 102 122 49 1543 1472 84 71 58
is_linear=0
shrinkage=0.0159228


Tree=97
num_leaves=31
num_cat=0
split_feature=16 0 6 4 6 16 4 6 5 6 5 16 16 9 16 16 3 17 7 17 17 4 5 18 16 17 16 6 0 13
split_gain=10.4151 5.27649 7.40522 6.17516 5.37064 5.16394 4.87877 8.84578 4.45583 4.15623 5.15989 5.67524 6.78844 5.1968 9.09969 8.25361 5.70508 5.26767 9.0928 5.07943 4.11582 5.13446 6.2539 4.09081 5.37459 9.39721 6.59868 7.48482 4.05711 12.2121
threshold=18.594956516900002 86.530713386650021 16.375382608200002 390.96858665540009 16.285380505300001 22.614947116400003 310.49012963040008 15.925372093750001 20.361635946650004 15.675366252400002 11.848158554650002 15.919962772200003 13.534968349350001 191.87997069285004 17.844958270700005 18.384957008000004 83.960547413900017 192.2469332606 27.764933725700001 174.63059628235001 192.84209122775002 323.29283506040002 13.999568943650003 13.849588037450003 20.719951547750004 206.02826764000002 20.394952307700002 14.980350013450002 96.249489528150022 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=9 2 4 8 -2 6 23 -8 -4 10 -1 12 20 16 -15 17 -13 -16 -19 -18 21 22 -12 -3 26 -26 27 28 29 -25
right_child=1 5 3 -5 -6 -7 7 -9 -10 -11 11 13 -14 14 15 -17 19 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0021895451583950512 -0.0009552133377370239 0.0032604484600527567 0.0055561711718796663 -0.0064125993662667979 -0.010551583576748708 0.0040315476995996004 -0.0064797313567117919 0.0020405459719075171 0.00048276023080329059 -0.0047481246741715053 0.0010747705675813223 0.0061197896757774518 0.0020961977148913034 -0.0069934394668797082 0.006360997192944487 -0.0073250660649416544 0.0012432741741430502 -0.0069121673933567 0.0070368972431093932 -0.0082773241114023257 -0.0074219371499016622 0.0023261796012865226 -0.0067519417234969507 -0.0060476332581569196 -0.0091882710046388549 0.0025236066651419821 0.0057395989746844263 -0.0059915862670253863 0.0052192463981457181 0.0028638353330730916
leaf_weight=48.170206708833575 4.2276803702116004 35.525891795754433 6.02834229171276 4.0750334095209828 3.4966058693826199 26.885528139770031 7.0761773027479675 9.1938231214880926 98.528301242738962 8.3207613825798017 6.4926033485680872 4.9073643311858168 53.41322847828269 11.631660455837848 5.2934549711644632 4.0852563697844735 6.1813456341624242 3.8547798208892345 2.5465940237045288 2.6176780834794044 3.2835837528109542 10.923840370029209 6.9219449702650309 7.0005729049444225 4.4576089382171613 4.5356569662690163 9.7831977531313878 5.1030516773462287 7.3364378660917273 18.076299279928207
leaf_count=768 22 111 15 38 29 86 52 33 484 197 45 12 240 123 17 52 34 52 6 27 53 53 110 59 27 16 28 29 20 62
internal_value=0.000262585 0.00101425 0.000120281 0.00050564 -0.00529927 0.0017849 0.00122608 -0.00166511 0.000775274 -0.000794908 -0.000601783 2.43384e-05 0.000903884 -0.00170906 -0.00314913 -0.000315454 0.00117097 0.00213316 -0.00136295 -0.00158907 -0.00140172 -0.000589509 -0.00296384 0.00173839 0.000777827 -0.00328151 0.00154965 0.000457026 0.00147228 0.00037607
internal_weight=429.975 251.33 116.356 108.632 7.72429 134.974 108.089 16.27 104.557 178.644 170.324 122.153 81.0352 41.1181 27.4117 15.7801 13.7064 11.6948 6.40137 8.79902 27.622 24.3384 13.4145 91.8187 56.2928 8.99327 47.2996 37.5164 32.4133 25.0769
internal_count=2900 1111 588 537 51 523 437 85 499 1789 1592 824 501 323 250 127 73 75 58 61 261 208 155 352 241 43 198 170 141 121
is_linear=0
shrinkage=0.00572848


Tree=98
num_leaves=31
num_cat=0
split_feature=13 6 8 13 16 3 9 19 0 18 9 7 7 7 16 8 8 15 18 16 18 19 0 16 9 13 10 5 7 5
split_gain=7.37239 5.38139 4.88637 4.61155 4.87076 4.18509 5.88178 4.85202 4.58233 6.90498 4.99413 4.05031 5.69661 4.48112 6.69812 3.77718 8.38103 4.68279 5.82486 6.59682 6.77499 5.38889 4.12865 3.52053 8.47137 3.51689 3.74306 6.28182 5.19807 4.06276
threshold=95.99139754765001 5.1551204485500008 2.9476996444500005 96.429616222950017 13.534968349350001 103.44111502715002 71.82068887245002 11.850956171350001 98.615332683000005 17.108018746400003 188.14427954665004 19.617375644250004 21.725272673150005 20.940097048150005 18.934955721800005 9.5425530862500008 9.0429429770000009 44.920183738100008 13.278511569200001 22.674946976100003 13.386548691950003 14.451165964200003 86.950112854950021 17.574958902100004 207.37918994975004 73.376087754350024 78.285212300550015 7.7286379265000011 21.061418062900003 5.2595069053500012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 7 -7 -6 11 10 -10 -9 13 14 -13 16 17 -14 -19 20 -20 -22 -18 24 -11 -1 28 29 -27 -28
right_child=1 3 -4 4 5 6 -8 8 9 23 -12 12 15 -15 -16 -17 22 18 19 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0065270979671435544 -0.0063795991632593779 0.0062924047133460339 -0.005007739575857529 -0.0034846360710457385 0.0043538404196113286 0.00075245326861729501 -0.005976538687619333 0.0058076137260628657 0.0030749695196951019 0.0057000239568920016 -0.0052758519692178993 -0.0041563600993403896 0.0013271993260756218 -0.0059023906668567005 0.0052992588049022848 0.0052231736740891233 -0.0093328249780064935 -0.0059403418073367695 0.0049590151428770502 0.0055588241766445961 -0.0085229830418693982 -0.00027091511587037936 -0.00044774218247877091 0.0064765249560769381 -0.0077018717552225051 0.0029555528236341272 0.00010559002952466675 0.0044823717207429104 -0.007716347950125167 -0.0064283279605583483
leaf_weight=3.3770393077284089 3.8228128664195529 4.790129378437995 12.559962684288619 10.101301198825238 12.529685795307158 10.492014002054932 7.6987445261329404 5.5550880581140509 2.9446432963013711 3.4769323989748937 14.516232702881096 5.7605842817574757 222.22720305435359 7.4260901268571606 4.6105329990386963 6.988839352503418 3.9790788367390624 6.7735980208963182 3.7795080281794098 5.854952171444892 5.0801954660564643 5.7863288130611181 3.2462146282196045 3.970122866332531 3.0063412375748158 2.3500073030591002 15.330010661855345 9.6813016012310964 4.6421643830835819 4.1293151769787064
leaf_count=127 100 17 268 119 46 78 161 19 13 11 145 73 970 56 12 21 34 82 16 16 40 32 15 10 30 10 176 45 62 96
internal_value=0.000226777 0.000520817 -0.0018311 0.000593971 0.000517254 0.000634188 -0.00209541 0.000785796 0.000643862 -0.0016176 -0.00386755 0.000863765 0.000766208 -0.00243535 4.71834e-05 0.000982269 0.00086682 0.00104659 -0.00123977 0.000313315 -0.00178365 -0.00412883 -0.00534089 0.00214062 -0.000514533 -0.000821263 -0.000287985 0.000633799 -0.00412962 -0.00128092
internal_weight=416.487 364.417 52.0698 360.594 355.804 345.703 18.1908 327.512 314.982 27.9143 17.4609 287.068 281.513 17.7972 10.3711 263.716 256.727 249.502 27.2746 20.501 14.646 10.8665 7.22529 10.4534 6.48327 39.5098 36.1328 29.1406 6.99217 19.4593
internal_count=2900 2116 784 2016 1999 1880 239 1641 1595 209 158 1386 1367 141 85 1226 1205 1156 186 104 88 72 49 51 41 516 389 317 72 272
is_linear=0
shrinkage=0.00584668


Tree=99
num_leaves=31
num_cat=0
split_feature=16 15 13 7 7 6 15 10 5 16 5 10 14 13 0 0 8 15 7 13 4 10 7 17 17 18 9 10 5 18
split_gain=8.40537 4.72307 5.24475 5.61679 4.1803 4.28019 3.84425 3.39433 6.6636 3.25878 3.23706 4.03742 3.40735 6.47511 9.71221 6.47022 5.97207 5.4384 4.52251 5.48791 5.54587 3.82657 9.09671 3.52212 6.48091 3.96913 7.06409 6.92974 5.03625 3.44468
threshold=18.594956516900002 46.574831689400007 117.61735474900001 23.539316666200005 29.973557588500004 15.675366252400002 32.540328261750005 60.474177186300004 28.372909273050002 22.704946905950003 26.225713454500006 66.499011856650014 307.90126551520001 108.61908538635001 95.762878606550018 105.29077422085001 1.3489472949000001 6.9561856507500011 26.302865891850004 82.390487865700024 368.42487879595006 74.784839814650013 21.403954852200005 234.67375690460003 207.79550897605 15.946034773700001 206.08249486475003 75.645146416450004 13.922841871800001 17.963977613550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 -3 -4 5 6 10 8 -2 -9 11 -1 13 14 -13 23 -14 -17 21 -20 29 22 -18 24 25 26 27 -16 -29 -21
right_child=1 2 3 -5 -6 -7 -8 9 -10 -11 -12 12 16 -15 15 17 18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0042920940259762244 -0.0058821229052263011 -0.0053547910686352895 -0.0038531589392380634 0.0037013475129146346 -0.0054271044719667707 -0.0041201225089259764 -0.0057340444106027243 0.0010148848771290209 0.00069876154404465546 0.0034067801717039452 0.0040114018142286371 -0.0056390998073824888 -0.0029504094525497886 0.0044785931246555336 0.0024342635509156602 0.0051381931188503975 0.004097371795543662 -0.0057063578927236767 0.0051691991447736663 -0.002819650093739216 -0.0055068926524226474 0.0036454081672213927 -0.0067636234454118826 0.005566119115204997 -0.0045903886392735238 0.0021760017223499697 -0.0057453900439731684 0.00019488258264576164 -0.0069451740905137772 0.0047368171603525844
leaf_weight=6.4741594567894927 5.3294079862535026 6.5781085137277868 4.4898529238998872 5.9783937558531761 4.6319643687456837 8.1677321940660459 3.3651483915746203 195.70406859368086 16.176684185862541 16.057750776410103 4.5726608261466017 10.884524468332527 9.2994890939444286 5.7157506346702567 17.205074392259124 1.392991255968808 4.8797118961811048 8.9178105257451517 3.3084148187190321 2.950624652206896 6.5167567878961563 24.076175637543201 3.4153771474957466 2.9427257254719725 7.5261300243437281 21.431937154382467 5.8257146775722495 6.095578156411646 4.4547244757413864 3.3632676396518946
leaf_count=80 53 76 38 18 164 197 65 775 102 49 16 158 151 16 77 11 16 205 17 24 65 96 41 8 86 121 54 51 53 17
internal_value=0.000208115 0.000810506 -0.00178316 0.000461204 -0.000641801 -0.000513516 -0.000334566 0.00100004 -0.000932042 0.00119626 -0.000221883 -0.000345433 -0.000175321 -0.000783434 -0.00113043 -0.000482941 0.000796579 -0.00424126 0.00151488 -0.000692343 -0.00220376 0.00261532 -0.000374478 0.000108845 -0.000147942 0.000459813 -0.000635484 0.00043706 -0.00281991 0.00120551
internal_weight=427.729 250.314 17.0464 10.4682 177.414 172.782 164.615 233.268 21.5061 211.762 161.25 156.677 150.203 92.393 86.6772 75.7927 57.8098 10.3108 48.5103 16.1391 12.8306 32.3713 8.29509 65.4819 62.5392 55.013 33.5811 27.7554 10.5503 6.31389
internal_count=2900 1111 132 56 1789 1625 1428 979 155 824 1363 1347 1267 840 824 666 427 216 276 123 106 153 57 450 442 356 235 181 104 41
is_linear=0
shrinkage=0.00510427


Tree=100
num_leaves=31
num_cat=0
split_feature=16 19 10 3 2 10 7 17 0 6 2 6 3 10 10 0 12 18 10 15 13 7 18 8 5 2 0 8 16 0
split_gain=3.9875 3.46137 5.31157 3.52011 2.9974 2.63083 2.40115 4.58654 3.32503 4.49277 4.73852 2.90524 2.8575 2.53553 7.03362 2.47234 2.45154 2.41781 4.67856 2.08486 3.88085 3.64533 2.0683 1.94566 4.69747 5.80023 4.66804 3.46203 3.50596 3.0774
threshold=11.934972090850001 10.650859343850001 90.740838818900016 57.412023375750003 166.57119979220002 54.884872733100003 26.752366550650006 242.64190980425005 105.70748523110002 10.715250360100002 197.03438354685002 11.175261108200003 75.456954347300012 72.496961945650014 86.858705278550005 95.590817286200021 288.67761128475007 17.383654746850002 80.468240302450013 46.574831689400007 117.61735474900001 23.539316666200005 14.092183088000002 8.8430989333000021 30.133297129900004 56.184788788300004 86.950112854950021 8.7431769115000026 22.724946859200003 86.001087134900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -2 8 12 9 10 13 -11 -8 15 -15 -7 17 18 -14 23 22 -22 -21 27 25 -25 -27 28 29 -13
right_child=5 3 -4 -5 -6 6 7 -9 -10 11 -12 19 16 14 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.013544386671063835 -0.017696203332152095 0.018978389590182814 -0.017412440521727406 -0.017257825131804884 0.006092527151938594 -0.0057115151734371278 -0.019388085923974938 0.010371486244690017 0.011869460802448363 0.014667203946375348 -0.017986742199794965 -0.0022952410013927873 -0.024658646589084371 -0.020211225044234359 0.02011513685411314 0.01267576036728218 -0.016464409888739109 0.013224818229023397 0.0093776625957267545 -0.021767141687192085 -0.010852657757945505 0.010407871932493654 0.0017408822833974954 0.0098088225156792771 0.014959394228309776 -0.019297798158155112 -0.0011636440780681215 0.010943493754087109 0.011266845972142919 0.0022723106421709467
leaf_weight=2.5719988858327332 2.1018801070749751 0.81567433476447959 4.6068223929032674 8.3061935752630216 13.238360537216066 3.492284934967758 4.9288486782461431 4.3764197621494523 8.0682933609932643 4.6179877407848826 6.6662876438349477 52.245635943487287 2.0829275362193567 4.3935539033263913 1.6476918160915373 4.8253500293940306 3.0837437566369772 2.8466785978525877 2.4175589755177498 4.1029681125655761 3.746236074715851 5.536464735865593 1.3876019753515718 4.987707816064364 3.518188774585723 8.3743702080100757 7.4151982590556136 11.708313360810278 10.146042443811892 187.65965931303799
leaf_count=69 89 7 238 201 94 23 99 25 50 16 100 364 27 98 4 22 32 12 16 66 38 18 10 16 10 81 36 41 33 965
internal_value=0.000383631 -0.00549319 -0.00168471 -0.0140176 0.00289803 0.000870743 0.000980898 -0.00466085 0.00131373 0.00105286 -0.00638956 0.00156516 -0.00894397 -0.00100543 -0.0092126 0.00495558 -0.00400889 0.00121893 -0.00637512 0.00136403 -0.00473342 0.00182772 -0.0158261 0.00167893 -0.00282695 -0.00583869 -0.0107815 0.00209715 0.00168293 0.00127761
internal_weight=385.917 29.539 20.4172 9.12187 15.8104 356.378 354.276 19.7362 334.54 326.472 21.0252 305.446 15.3598 14.3589 6.04125 8.31763 10.4309 7.34717 4.50049 300.828 14.7733 9.2827 5.49057 286.055 24.2955 20.7773 15.7896 261.76 250.051 239.905
internal_count=2900 609 401 208 163 2291 2202 211 1991 1941 247 1694 186 147 102 45 87 55 43 1678 132 56 76 1546 143 133 117 1403 1362 1329
is_linear=0
shrinkage=0.0166449


Tree=101
num_leaves=31
num_cat=0
split_feature=13 12 5 18 6 13 2 8 7 10 8 16 19 6 6 5 0 0 9 15 0 9 9 9 12 2 16 5 6 16
split_gain=3.50658 3.85551 5.53458 4.29013 3.44992 4.05484 3.36049 4.81359 3.49657 8.05343 5.08851 3.2763 3.70215 2.79225 6.31849 3.22383 3.1295 4.93993 4.72943 6.06683 5.83512 5.39422 4.95394 4.23582 5.3893 3.90708 3.85815 3.93084 8.02764 3.95761
threshold=95.99139754765001 216.11788648010003 2.7861270712500006 16.556821279000005 5.1551204485500008 96.429616222950017 206.09225218925002 2.9476996444500005 21.061418062900003 82.204984254750016 1.7486353823000003 13.534968349350001 11.850956171350001 13.665319288000001 13.775321858200002 20.950952025950006 94.047642319350018 87.181320254150009 206.08249486475003 28.777417478550003 95.002044955650021 213.24207352880003 202.89977928865002 188.53841931785004 93.660658182900008 159.92742394165003 22.634947069650003 18.483418961650003 15.925372093750001 20.784951395750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 -8 -10 -11 -7 -13 15 -15 -14 17 -16 19 22 -21 -20 -18 -19 -25 -23 27 -26 -29 -30
right_child=4 6 -4 -5 5 11 7 -9 9 10 -12 12 13 14 16 -17 18 23 21 20 -22 25 -24 24 26 -27 -28 28 29 -31
leaf_value=0.017817394170980171 -0.018344062559038893 0.018762261490607429 -0.018922430858692132 -0.018449501366580374 0.017735817822035753 -0.0093519797362118344 0.016606021691315809 -0.019451617388806013 -0.022205546735445999 -0.0035798477146322194 0.017542006498453493 0.010700564759426731 -0.0019242072912069384 0.015492116655622988 -0.00018222786037573355 -0.020242928474550448 0.00017003168750481494 0.01765810119606067 -0.02092090111671056 -0.023948273847162097 0.0044298309799019791 0.0085950743468772295 0.018949204752429175 -0.012584759415951873 0.012534131254003891 -0.016325131791210215 0.015198752796831748 -0.0073694027158674241 0.015759471237487208 0.0021638460011925227
leaf_weight=2.6709463149309149 2.7117750328034154 2.3941811872646239 9.6063036574050766 1.5027268538251517 4.2654603756964198 8.9645459689199907 3.4349230276420775 4.1572359390556803 4.5323695112019804 9.382136586122213 5.2415369823575011 11.589063864201306 40.941759493201971 9.159970782697199 134.4306733161211 3.042943973094224 11.914815358817583 7.3251668438315383 7.7766614854335767 4.6104587242007238 3.980845607817173 4.9313009902834892 6.3484155461192122 5.3761107176542273 11.504134025424717 2.9733649920672178 9.8655507266521436 18.605852849781513 10.153314083814623 16.688413128256798
leaf_count=8 100 17 297 69 17 119 14 111 66 183 19 59 303 33 837 32 55 22 81 54 27 23 17 28 39 37 37 97 35 64
internal_value=0.000356624 -0.00426578 -0.0117496 0.00475953 0.000945081 0.00110148 -0.000727037 -0.00247149 0.000653231 -0.00220731 0.00399082 0.000886591 0.00117233 0.000815698 0.0014792 -0.00319153 0.000978754 0.00182446 -0.00327501 0.0011002 -0.0107991 -0.0107676 0.00669779 0.00521687 0.00395451 -0.00077874 0.00528526 0.00356798 0.00129837 0.00730661
internal_weight=380.083 42.9224 13.78 4.17367 337.161 334.449 29.1424 26.7482 22.591 19.156 14.6237 330.183 321.219 309.63 265.645 43.9847 256.485 213.949 42.5359 26.8545 8.5913 15.6813 18.2632 79.5185 72.1934 7.90467 66.8173 56.9517 45.4476 26.8417
internal_count=2900 784 374 77 2116 2016 410 393 282 268 202 1999 1880 1821 1486 335 1453 1159 294 153 81 141 72 322 300 60 272 235 196 99
is_linear=0
shrinkage=0.0171707


Tree=102
num_leaves=31
num_cat=0
split_feature=16 15 16 6 18 13 8 18 16 4 6 7 10 15 18 15 12 7 2 16 16 7 16 15 7 10 19 17 3 5
split_gain=5.84996 3.79612 5.11311 7.25216 6.20838 4.23847 5.13738 3.96399 4.9148 3.8453 3.66101 3.63346 4.66327 3.6082 6.76553 4.26552 3.63783 5.45284 4.62808 4.02731 4.24453 4.05412 3.68593 4.51533 3.31484 3.89505 6.37628 7.14498 5.63925 4.25245
threshold=18.594956516900002 44.920183738100008 22.824946625350005 16.505385645700006 13.278511569200001 117.99105042915001 10.441851282850001 13.482409244300003 22.634947069650003 159.66984649465005 15.675366252400002 19.468732114900003 65.555363052850012 28.452330424200003 14.025183600500002 28.321365561200004 207.71672397260002 26.302865891850004 175.40496222385005 11.599972874200001 15.919962772200003 20.778835947700006 17.654958715000003 20.310401204950004 22.372035319250003 70.96454081135002 12.751028791950002 239.21206428850002 75.236500780600025 16.579584939650001
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -2 9 -6 -9 -7 11 -1 -13 15 -15 16 18 19 24 21 -21 -18 23 -19 -14 -26 28 -28 -27 -30
right_child=1 2 -4 -5 7 6 -8 8 -10 -11 -12 12 13 14 -16 -17 17 22 -20 20 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0061157399054819882 0.0018553768983838677 -0.010939123702571191 0.0075181149018998319 -0.013017859640666598 0.0072737128913742356 0.0016128905386877546 0.0074586354379989972 -0.0067177367962742022 0.0051907357983967568 -0.0090058047609980034 -0.0068644292678153324 -0.010645855151230028 -0.0079663520010824513 0.0057917714996070608 -0.0093279769202262441 0.011411940659789357 0.0084769327865222271 -0.0013451625682705355 -0.010397984835381253 0.0055965686486836317 -0.0020451680978069041 -0.0070561784947564231 0.0091115795360959297 -0.011034136534071681 0.0074014770703593434 -0.0065543861209901985 -0.0096474639837411738 0.0099330733327169744 0.0029953816551428129 -0.0055389095186828005
leaf_weight=5.6404766570776692 198.41603861935437 3.8315446116030314 3.7992259487509719 4.6584809757769099 5.5376771613955524 3.7984432950615865 2.8363425731658927 6.2450694236904365 4.4601895585656166 7.8544201925396919 7.61503258999437 3.6471340022981158 5.1798195317387572 3.0068870205432168 8.5100048501044494 2.2844345420598975 1.6730685159564007 16.769778641872115 4.5238722600042811 27.273831209167838 6.8217705879360429 5.1277187839150429 1.916622757911681 4.6020034067332736 4.1073208078742018 7.5418439321219912 10.221535652875898 1.6209841556847084 29.282308299094439 5.1549807004630557
leaf_count=29 797 55 11 49 24 19 8 43 16 89 197 58 63 15 125 5 5 280 98 128 71 67 6 59 15 210 138 6 184 30
internal_value=0.000271797 0.00112728 -0.00184058 -0.00327817 -0.00101798 0.00152501 -0.00299904 0.00132232 -0.00175625 -0.00554447 -0.000999083 -0.000710749 -0.000968709 -0.000726338 -0.00538044 -0.000326636 -0.000530069 0.000947496 -0.00193231 0.00285327 0.00406763 -0.00323486 -0.00239921 -0.0034315 -0.00132546 -0.00073165 -0.00135232 -0.00696731 0.0002317 0.00171787
internal_weight=403.959 241.437 28.5322 24.733 20.0745 212.905 14.4892 16.2429 10.7053 11.6529 162.521 154.906 149.266 145.619 11.5169 134.102 131.817 64.1848 67.6327 40.8964 34.0956 6.80079 23.2884 21.3718 63.1088 57.929 53.8217 11.8425 41.9791 34.4373
internal_count=2900 1111 198 187 138 913 116 83 59 108 1789 1592 1563 1505 140 1365 1360 616 744 271 199 72 345 339 646 583 568 144 424 214
is_linear=0
shrinkage=0.00866462


Tree=103
num_leaves=31
num_cat=0
split_feature=16 0 6 16 13 3 14 10 16 6 2 6 15 7 10 16 13 3 10 17 13 6 13 15 18 15 12 16 19 13
split_gain=7.2049 4.21226 5.91119 5.54179 6.2472 6.53032 5.53736 5.39237 6.91812 5.63402 6.98426 5.20199 5.07564 4.08166 5.71992 5.37106 4.49509 6.09236 3.98318 8.48618 4.2533 3.78334 3.9042 3.66576 6.12609 3.99496 4.48393 4.82002 5.5791 4.55738
threshold=18.594956516900002 86.530713386650021 16.375382608200002 22.614947116400003 117.38883580790001 92.751805500450018 168.39662374755002 64.434276012450013 20.914951091750002 16.245379570700006 215.60007756200005 16.285380505300001 28.321365561200004 25.396105459650006 70.133807249000014 19.214955067100004 112.82921081865001 86.130133125200004 62.041548276350007 195.44378352670003 117.50443950750001 15.675366252400002 73.376087754350024 28.452330424200003 14.025183600500002 28.321365561200004 206.66000365515004 13.894967507500002 11.950964240300001 108.61908538635001
decision_type=2 2 2 2 2 2 2 2 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 11 4 7 -6 -4 -3 9 10 12 -2 -9 14 15 -14 17 -17 -8 20 -20 22 -1 25 -25 26 27 -24 -29 -30
right_child=1 3 6 -5 5 -7 18 8 -10 -11 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.0084967983361901468 -0.00081012270111051007 0.0059014025928687238 0.0040131510920466467 0.0051138439166749814 -0.010110717491186928 0.0010825102972713318 0.0004633775118524149 0.0052262184772026068 -0.0071193726739006962 0.0061615565841227037 -0.0083142425648450695 -0.013228512492508226 0.0064086497838334554 0.0056954931761897757 -0.0069268505042008911 0.0015352481451362326 0.0026094304526158153 -0.0097016981152701146 0.0030874639928889715 -0.013665211555113702 -0.0054822091450839241 -0.0059759238761718098 -0.0049095146861791675 0.0047123892256083289 -0.0077720742923930173 0.0095904746630894894 0.0010681986533346245 0.0044532464905083216 -0.0023934836500064159 0.0065760052795999571
leaf_weight=3.4918868625536552 4.2704686596989623 15.672111496329306 20.391435399651527 25.893713817000389 5.2356406599283201 6.5892980843782425 70.239717354997993 14.583488889038561 5.3504525795578948 12.974309645593165 4.4340784735977641 3.3844820819795132 6.7379624918103245 6.1015203595161429 7.0872476659715167 4.9844969585537928 8.9304503276944143 5.8943661898374557 7.1824308447539824 3.6614217665046445 5.9086305182427168 7.9193917009979478 18.549669493921101 2.9633524641394606 8.5409737993031722 2.3115978240966788 66.785012823529541 10.336291117593644 39.36507411673665 3.4485546573996535
leaf_count=145 22 43 70 86 30 24 367 47 30 41 36 29 18 20 61 20 32 35 31 29 40 197 350 15 125 5 558 47 336 11
internal_value=0.000284263 0.00109492 5.12801e-05 0.00201513 0.00124786 -0.00387343 0.000504085 0.00190078 0.00108735 0.00169952 0.000714187 -0.00630066 0.00145117 6.56978e-05 -0.000955583 0.000638548 -0.0013241 -0.00455313 -0.000318459 -0.00359654 -0.000780445 -0.000931423 -0.000674996 -0.000495661 -0.00455625 -0.000163874 -0.000326694 -0.00162598 -0.000479999 -0.00167101
internal_weight=409.22 245.508 115.039 130.469 104.575 11.8249 107.384 92.7505 77.0784 71.7279 58.7536 7.65495 54.3195 39.736 33.6345 26.5473 19.8093 10.8789 86.9922 16.7525 13.0911 163.712 155.792 152.301 11.5043 140.796 138.485 71.6996 53.1499 42.8136
internal_count=2900 1111 588 523 437 54 537 383 340 310 269 51 233 186 166 105 87 55 467 100 71 1789 1592 1447 140 1307 1302 744 394 347
is_linear=0
shrinkage=0.00748158


Tree=104
num_leaves=31
num_cat=0
split_feature=16 15 18 13 8 16 12 12 5 19 15 16 9 8 15 13 18 15 13 7 10 8 9 7 3 8 3 13 16 13
split_gain=7.23187 3.74077 5.29008 4.07764 5.7046 5.11529 6.89745 5.93904 7.54104 5.92957 5.35781 3.98185 7.03978 11.752 6.38164 3.90768 5.82474 3.72412 4.57889 4.20275 3.6521 4.36687 3.5232 3.48009 5.66204 4.26279 3.66274 3.53268 3.59938 3.13719
threshold=18.594956516900002 28.452330424200003 14.025183600500002 95.870416931800023 2.9476996444500005 15.919962772200003 104.53648605375001 211.56805207830004 16.579584939650001 12.651020723000002 24.200063469100005 17.614958808600004 192.53043113735001 4.9461400813500012 23.356956033300005 98.238948544700023 17.327266398450003 46.574831689400007 117.61735474900001 23.539316666200005 77.032390811750005 7.6440346712000009 210.70699256735003 21.725272673150005 75.559115756250023 2.0484014478500003 75.236500780600025 89.141206231250024 12.024971880400001 117.99105042915001
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 7 -7 8 9 15 -10 12 13 -8 -13 16 -5 29 -19 -20 -9 -22 -17 -1 25 26 27 28 -25 -2
right_child=17 2 -4 5 -6 6 11 20 10 -11 -12 14 -14 -15 -16 22 -18 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0042544925432837629 0.0016650584506245456 0.0026517879214613851 -0.0081849725797567691 -0.00976893919087541 -0.0072587912030040586 -0.010214442163970414 -0.00424760376746225 0.0066313478424056133 -0.0081327245428062002 -0.0078996685079750859 0.0041998544311130067 -0.0093217645891480877 -0.0096921918555064376 0.010592812150055208 0.0047420237740071628 0.0059877832812967654 0.0072226901722181455 -0.007794766921202562 -0.0052798555992582697 0.0049913919919191601 0.0070927336068195091 -0.0039007758741742863 -0.001328852032839472 -0.0035892041895343191 -0.0097432095334470548 0.0067455376149317568 0.0060020638469441712 -0.0095177472474785065 0.0047781194681239371 -0.0017952627058044311
leaf_weight=6.2221145294606677 212.70620632916689 3.8005424980074158 8.8015959057956916 3.051782473921782 11.062332827597855 5.129263272508978 10.951679395511748 16.46111420169473 9.2779200542718154 3.3043779097497454 2.6740384083241215 2.2656150888651601 6.1737658232450476 4.410533756017684 11.819927314296363 17.393009956926111 1.9473707526922224 5.8997035510838023 3.9783842712640745 5.7258840575814247 3.5601538829505426 5.2967743612825871 4.9908493794500819 12.05136104393752 4.7598048709332934 3.913150291889905 2.9954117760062209 4.0357590895146123 4.0465736221522084 16.646829213947058
leaf_count=39 858 33 125 44 260 72 182 65 122 35 11 31 72 9 65 68 7 76 38 18 14 34 29 262 74 13 14 72 37 121
internal_value=0.000322229 -0.000892222 -0.00491683 -0.0005708 -0.00240716 0.000258398 -0.00189193 0.00154784 -0.000200792 0.00181386 -0.00537353 -0.000693539 -0.00276912 1.31206e-05 0.00247991 0.00298601 -0.00315002 0.00116702 -0.00246168 0.000780568 0.00449281 0.000518204 0.00435642 -0.000995682 -0.00202289 -0.000664004 -0.0019176 -0.00309586 -0.00148589 0.0014139
internal_weight=415.354 170.397 12.6021 157.795 49.0865 108.708 40.7508 67.9574 42.6393 30.6874 11.952 35.6215 21.536 15.3622 14.0855 27.383 4.99915 244.957 15.604 9.70427 25.318 8.85693 22.3839 38.0242 31.8021 27.0423 23.1291 20.1337 16.0979 229.353
internal_count=2900 1789 158 1631 771 860 431 429 316 183 133 359 263 191 96 148 51 1111 132 56 113 48 97 511 472 398 385 371 299 979
is_linear=0
shrinkage=0.00767626


Tree=105
num_leaves=31
num_cat=0
split_feature=16 5 9 5 10 17 0 9 18 0 4 5 19 16 17 6 13 12 5 4 2 6 7 5 10 10 15 19 12 6
split_gain=13.0398 5.8346 4.9336 4.77272 7.34726 7.56537 5.7082 6.885 7.07344 7.6098 5.61705 5.50124 5.01734 8.48564 4.165 4.72325 4.44919 4.00551 4.34241 4.9201 4.00503 4.26206 4.99018 3.84707 5.23583 3.69058 3.88328 6.37407 4.41843 3.66079
threshold=18.594956516900002 23.721757872050002 226.28914430085004 7.7286379265000011 74.986474174450009 195.53954078470002 98.615332683000005 187.70546222865002 15.606027545000002 103.44649194340002 195.32149859550003 14.515626273450001 12.050972309250001 17.654958715000003 197.94573456765002 22.585527707250005 116.59305220125002 207.71672397260002 16.222050829800004 179.79931155285001 122.26439358135001 15.675366252400002 19.468732114900003 5.2595069053500012 90.740838818900016 65.555363052850012 28.777417478550003 12.651020723000002 219.23896387120001 16.475384944750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 14 23 5 10 17 -8 -9 11 -5 12 -10 -14 15 16 -3 18 -6 -20 -12 22 -22 24 -1 -24 27 28 -27 -16
right_child=1 2 -4 4 6 -7 7 8 9 -11 20 -13 13 -15 29 -17 -18 -19 19 -21 21 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00028646860721242483 0.0019395530144631988 0.0013941172888367374 0.0066600272107644404 -0.0058778738265438755 0.0046646295370531875 -0.0083044461198653607 0.0027629953333448642 -0.0087743016481861714 0.0049838964764406021 -0.0057796202326834611 0.0062640108297060907 -0.0046407507496980345 -0.0072126161908718919 0.0063231967637258678 -0.0017716046086010738 0.0063548663342849936 -0.0040811411274086036 0.0061647579458596778 0.0034215573621549076 -0.006360441883682442 0.0063492773781739318 -0.0073808304965735927 -0.0084475135074194539 -0.0074804619694580693 -0.0072185086700581177 -0.0062474887188093209 -0.006127802416094728 0.0061300688988939105 0.0017323456517473038 0.005909353368046895
leaf_weight=14.255910957232123 199.45748497918248 8.9251665510237199 4.0366298258304587 10.151124687865375 8.3071196377277428 8.4594366997480375 20.910131616517901 5.9847709499299517 13.935117989778524 10.640216467902063 3.9012406282126895 6.3796768598258486 5.0697822198271734 3.6362935081124306 5.1170465014874917 2.7887450456619254 28.304081050679088 11.839730460196732 4.2227392271161062 5.3033044002950191 4.6696946620941189 4.1646748315542927 2.8857359793037203 8.025787025690077 6.0553360357880583 5.8413465637713724 4.3644723314791909 6.9541123770177355 6.9432830400764942 6.3668233603239059
leaf_count=116 753 40 11 137 28 115 123 68 57 180 15 55 48 12 28 7 251 39 15 36 13 105 42 192 207 75 50 24 37 21
internal_value=0.000411636 0.00139984 -0.000538467 -0.000966089 -0.000498405 -0.00239184 0.00064942 -0.000450188 -0.00192213 -0.000888153 -0.001389 0.000905255 0.00246797 -0.00155907 -0.00110267 -0.00213274 -0.00276853 0.00311583 0.0010916 -0.00202424 -0.000241928 -0.000950439 -0.000104525 -0.00351707 -0.00195097 -0.00122118 -0.000356011 0.000920201 -0.00191367 0.00248683
internal_weight=437.897 254.996 55.5385 182.901 154.564 58.3351 96.2289 66.556 45.6459 39.6611 49.8757 29.0209 22.6412 8.70608 51.5019 40.018 37.2292 29.6729 17.8332 9.52604 39.7246 35.8233 31.6586 28.337 20.3112 26.989 24.1032 19.7387 12.7846 11.4839
internal_count=2900 1111 358 1789 1274 613 661 543 420 352 498 172 117 60 347 298 291 118 79 51 361 346 241 515 323 228 186 136 112 49
is_linear=0
shrinkage=0.00676168


Tree=106
num_leaves=31
num_cat=0
split_feature=16 5 5 10 17 4 10 9 2 6 7 10 19 15 0 3 18 16 13 0 5 3 17 0 7 17 15 19 17 12
split_gain=17.0576 6.97897 6.60233 8.07095 8.36687 6.08683 5.9784 5.69299 5.00239 5.62127 5.76249 5.31619 4.50582 7.52505 4.2626 10.687 5.28527 4.47532 11.0529 11.1655 7.38323 6.77125 4.20067 4.67543 5.6961 5.02964 4.00151 5.62053 4.14643 4.09636
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 193.52305340940003 195.32149859550003 83.715897724050009 226.28914430085004 122.26439358135001 15.675366252400002 19.468732114900003 65.555363052850012 12.851036860900001 23.900317844600004 93.972365491700018 84.807411725000023 14.405580508350001 19.214955067100004 112.82921081865001 92.031298721500022 18.092020786850004 89.227236891450005 180.19381692845005 103.82556453975 27.952168727600004 237.45530840880002 28.777417478550003 12.751028791950002 166.83257850275001 219.23896387120001
decision_type=2 2 2 2 2 2 2 2 2 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 22 4 5 -4 12 -3 -7 10 -10 -12 -5 -14 17 -16 -17 -2 19 -19 -21 -20 -1 -24 25 -25 27 28 -13 -30
right_child=1 7 3 6 -6 8 -8 -9 9 -11 11 26 13 -15 15 16 -18 18 21 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0047065401679813653 0.0036296684255230863 -0.00071588605033834427 -0.0034551238750087877 0.0013525383988238228 -0.0050598194837293796 0.0042653444409079351 -0.0033649336730421711 0.0041642917323312257 0.0041628165925913386 -0.0044999517957867432 -0.0053238833266982125 -0.0052578509021118693 -0.0043640440992744663 0.0014452303623043307 0.0016893328867482627 0.00047907841631184884 -0.0061230792813057669 -0.0071955793170227307 0.003941544617643092 0.0029204346053034154 -0.0037507726158769127 0.001303706664004958 -0.0035463304522519246 -9.4169533816059863e-05 -0.0026303220346790856 0.0059426769068393719 -0.0035210422213817656 0.005095103988624246 -0.0022030491040187436 0.0028898994770314721
leaf_weight=7.3097563479095689 14.661335960030554 53.100992698222399 10.616062533110378 65.458672117441893 8.6744808554649335 4.1422960050404063 5.8942975737154475 4.297596961259841 5.05011007934809 4.9515112936496726 3.4374586474150446 2.3291088566184106 6.6478386148810378 8.3885546959936601 15.767051368951799 3.0533027574419958 5.9406730383634567 4.7284504398703602 18.383320935070515 6.8924192860722524 4.6013694331049919 135.39399763941765 12.713944412767885 20.690298939123753 15.263746043667195 2.5819430127739897 4.0257790461182585 4.2057526633143416 4.5406808704137784 6.2317635156214237
leaf_count=155 40 340 131 288 113 15 67 11 13 105 41 26 59 46 61 14 52 34 49 20 28 462 171 185 252 5 40 9 44 24
internal_value=0.000231417 0.000909376 -0.000659008 -0.000191124 -0.00136498 -0.00071789 0.000599766 -0.000350493 2.88412e-05 -0.00047584 0.000192336 -0.000617148 0.000890083 -0.00112315 0.00125468 -0.000334261 -0.00388176 0.00146774 0.00128129 -0.00192044 0.000249715 0.00161905 -0.0018143 -0.00140178 -0.000694242 0.000575589 0.000141261 0.000993134 -0.000323647 0.000743176
internal_weight=469.975 266.821 203.154 144.594 58.205 49.5305 86.3894 57.3986 38.9145 34.7722 29.8207 24.7705 80.4951 15.0364 209.422 24.761 8.99398 184.661 170 16.2222 11.4938 153.777 58.5597 51.2499 38.536 23.2722 21.3331 17.3073 13.1016 10.7724
internal_count=2900 1111 1789 1021 561 448 460 351 317 302 197 184 393 105 760 127 66 633 593 82 48 511 768 613 442 190 143 103 94 68
is_linear=0
shrinkage=0.0040783


Tree=107
num_leaves=31
num_cat=0
split_feature=16 5 6 10 9 17 10 15 7 3 10 3 16 17 6 8 14 8 4 17 5 17 9 0 0 16 19 17 15 17
split_gain=12.0789 5.72466 5.24917 5.80303 4.9236 4.80272 4.72079 4.41222 3.9992 3.6297 3.59444 4.62708 6.10273 3.5459 3.51218 3.40847 6.04746 4.57782 3.93547 10.6681 7.41619 3.63207 3.28017 4.77599 11.9102 6.04733 10.5064 4.32659 4.58219 3.85936
threshold=18.594956516900002 23.721757872050002 15.675366252400002 90.988176966900014 226.28914430085004 197.94573456765002 57.729261435100007 32.540328261750005 18.853220637450004 108.48197402175002 60.990361147350008 94.260030511650015 22.594947163200004 161.95900874150001 16.475384944750001 8.8430989333000021 168.39662374755002 9.0429429770000009 310.49012963040008 200.96259924040001 21.377246852200006 212.33270692945004 214.22994816675003 94.047642319350018 94.964406541850011 19.214955067100004 13.851117550450002 184.59783591905003 35.885292828950007 186.34046889365004
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 6 9 8 -1 -3 -8 12 -12 -10 -7 18 -17 -18 22 -20 21 -21 23 25 -25 -2 -27 28 -28 -29
right_child=1 4 -4 -5 -6 14 10 -9 13 -11 11 -13 -14 -15 -16 16 17 -19 19 20 -22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.006518601411536061 0.0056131165038789928 0.0021917351622295416 -0.0047079296214661056 -0.0041989407103133784 0.0052892234700759157 -0.0011665704501857182 -0.0075316723853337221 -0.0061718501372727986 -0.0050835584765832964 -0.0036429220592587605 0.0007553467595415559 0.0022048433906591493 -0.0060845793609483161 -0.00016504082060641044 0.0047430732902066239 0.0027994384884955288 -0.00029986193480516937 -0.0085751224887815475 -0.0073957883169644602 -0.0063549157982446432 0.0039484597977654167 0.0011087907803180052 0.0054902429456279937 -0.0066540857574111153 0.0029082281408741753 -0.0054670227679320654 0.0022110910876028934 0.0055383905019160198 -0.0051141592114623711 0.0020476768914273846
leaf_weight=2.5674737319350234 12.94927157461643 11.29403807222843 9.6387372147291881 12.246254535391925 4.0180397480726233 5.347071170806883 4.6170440763235119 3.7142554447054854 4.433955091983079 4.33879605308175 5.9480687677860322 5.1904130168259135 10.794863596558569 153.17415188625455 6.6134781688451767 6.3646425232291204 4.0567244961857796 3.8121899589896202 5.0753409788012531 4.0321512892842319 12.628304079174994 3.6538160741329193 7.2719936296343795 6.5509085059165946 9.217872351408003 5.7058211788535109 5.1713880896568281 10.258065700531004 4.8792870044708252 100.9293502047658
leaf_count=6 32 40 197 319 11 28 47 66 59 53 33 26 99 1142 21 20 18 26 32 25 43 16 19 56 34 32 17 24 24 335
internal_value=0.000244723 0.000997529 -0.000811776 -0.000598566 -0.000501857 -0.000931617 -0.00179151 -0.000329537 -0.000194062 0.000572362 -0.00318336 -0.00226802 -0.00365464 -0.000303412 0.00210111 0.00142806 -0.00113036 -0.00430891 0.00162143 -0.000364183 0.0013926 -0.00280676 0.00193084 0.00176456 -0.00106429 0.00208342 0.00172337 0.00206177 -0.00134509 0.00236973
internal_weight=446.494 260.719 185.775 176.136 58.1618 54.1438 42.1832 163.89 160.176 15.6328 26.5504 21.9333 16.7429 157.608 11.9605 202.557 14.2336 7.86891 188.324 25.3896 20.3143 7.68597 162.934 155.662 15.7688 139.893 126.944 121.238 10.0507 111.187
internal_count=2900 1111 1789 1592 358 347 298 1273 1207 93 205 158 132 1201 49 753 64 44 689 116 84 41 573 554 90 464 432 400 41 359
is_linear=0
shrinkage=0.00542213


Tree=108
num_leaves=31
num_cat=0
split_feature=16 5 10 6 9 7 10 16 13 18 13 9 3 6 4 12 19 17 6 13 18 4 7 0 13 16 7 16 6 15
split_gain=13.904 5.90094 5.22778 5.70879 4.90122 4.41106 5.40479 4.45542 7.89686 5.98236 6.83916 8.49894 8.05954 6.77936 5.35655 5.07576 4.65079 4.31692 4.64966 4.55607 3.55134 7.78966 6.05503 6.50699 6.0389 5.67633 8.3376 5.10274 4.39642 3.42113
threshold=18.594956516900002 23.721757872050002 90.988176966900014 15.675366252400002 226.28914430085004 19.468732114900003 65.555363052850012 15.919962772200003 102.54048155345002 17.552559642400002 108.61908538635001 191.87997069285004 83.960547413900017 6.9451622726000011 254.49455531690003 211.56805207830004 12.651020723000002 197.94573456765002 22.585527707250005 116.59305220125002 15.946034773700001 301.91036987065007 22.426784932800004 105.70748523110002 98.362617618700014 9.6249774926000011 24.550696209100003 13.804967718000002 12.380289263450001 23.516184833950003
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -1 -7 8 16 10 11 12 13 29 -12 -10 20 18 19 -3 21 -8 -23 -24 25 -22 -27 -28 -26 -9
right_child=1 4 -4 -5 -6 6 7 9 15 -11 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 22 23 -25 28 26 27 -29 -30 -31
leaf_value=0.0043847644801601115 0.0015731481805715179 0.0011978925316872091 -0.0042850907881284428 -0.0047177640195135507 0.0053889814901851834 -0.0067117191876451066 -0.0042342286076523464 0.0023841747988450623 0.00094078289291900656 0.0032686086916064966 0.0060267904175195621 -0.0062555908110465972 -0.0055281108924847685 0.0067237658347153832 -0.0030583344509421155 0.0061488452045832939 -0.0049025034493586517 0.0020651470795503084 0.0051546968621917922 -0.0032397610881978178 0.0026216182348627092 0.0043324353201536466 -0.0071269421535343925 0.0036799209911206909 0.0056278839919077757 0.0036027708698598217 -0.0065311574575847037 -0.00026129270873533295 -0.0001105355619005152 -0.0066447467536468671
leaf_weight=5.7026950791478148 203.03695914149284 9.0499254092574102 12.098425464704631 9.3982560187578184 4.0318223834037772 4.0877840369939795 16.045335609465841 2.4544856268912572 13.451784379780294 6.2010429352521887 4.4777770787477484 17.152531975880265 6.4779224582016459 5.0932302325963974 3.4196873474866152 9.5675121285021287 6.6041876692324868 11.702660664916037 2.7595013827085486 29.263904590159655 10.982023453339933 8.397272799164055 3.9704196080565444 2.8663986921310425 10.422147318720819 5.5506495051085976 10.18838205188513 6.2616061121225348 6.4621837809681884 2.5631479360163212
leaf_count=17 753 40 319 197 11 58 175 16 55 24 10 189 97 11 41 26 67 49 7 251 65 30 47 11 29 27 164 48 31 35
internal_value=0.000315848 0.00113745 -0.000808383 -0.000571808 -0.000419796 -0.000340426 -0.000506048 -0.000346112 0.000255938 -0.00174012 -0.00248604 -0.00355777 -0.000768262 0.00228132 0.00209283 0.00310541 -0.000491554 -0.000863558 -0.00169801 -0.00219156 -0.000132564 -0.00157637 0.00122303 -0.00259607 0.00077307 -0.000587874 -0.00218995 -0.00414456 0.0034316 -0.00222805
internal_weight=449.742 259.845 189.897 177.798 56.8078 168.4 162.698 158.61 110.77 47.8398 41.6388 33.7413 16.5888 10.1109 7.89746 23.0193 87.7506 52.776 41.0733 38.3138 81.1464 31.2794 15.2341 6.83682 49.867 32.9827 22.0006 16.45 16.8843 5.01763
internal_count=2900 1111 1789 1470 358 1273 1256 1198 775 423 399 348 159 62 51 81 694 347 298 291 627 263 88 58 364 304 239 212 60 51
is_linear=0
shrinkage=0.00546599


Tree=109
num_leaves=31
num_cat=0
split_feature=16 6 13 7 10 15 18 6 13 12 19 14 2 4 16 9 16 3 0 6 6 4 10 17 16 13 3 10 16 6
split_gain=5.16588 3.24406 3.39467 3.34327 4.36336 3.14581 6.05867 3.59874 6.77981 5.80598 7.09188 3.0775 5.16813 4.81859 3.32761 4.09598 3.01407 3.00218 2.88483 5.06406 4.77717 4.64117 6.98967 4.69491 4.35174 4.51666 5.21207 4.69101 6.98333 4.92947
threshold=18.594956516900002 15.675366252400002 73.376087754350024 19.468732114900003 65.555363052850012 28.452330424200003 14.025183600500002 13.665319288000001 103.58091484995002 130.74068757200004 12.851036860900001 170.27070910270004 82.092636011950006 248.34582299520005 17.614958808600004 219.79476616820003 14.524966034300002 97.300676657200015 86.530713386650021 16.375382608200002 16.285380505300001 248.34582299520005 62.041548276350007 188.94422143290004 22.614947116400003 117.38883580790001 92.751805500450018 64.434276012450013 20.914951091750002 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 -1 -4 -5 7 -7 8 11 10 -9 -6 -13 -14 15 -15 -11 -3 19 20 -2 -21 -23 -24 25 27 -27 -20 29 -29
right_child=18 17 3 4 5 6 -8 9 -10 16 -12 12 13 14 -16 -17 -18 -19 24 21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.018646252120393531 -0.0013769185989851048 0.0099138396176571761 0.012256974718439777 -0.020212761889231712 -0.0211652122350331 0.010745798738817106 -0.017196631036621886 0.0032212524108361632 -0.020640414518032911 -0.0033552442568275335 -0.023952353527877564 0.016593370729571056 -0.010432364412794723 0.00073244335761737294 0.01539880531934938 -0.015614150421531319 0.012825796594521792 -0.017956870534505974 0.012265974977532032 0.0039662387732209365 -0.028373768360839661 -0.00043919601746034766 0.0065606531373298225 -0.028492641142821032 0.010304861568667409 -0.019707547828317188 0.0026153557649607078 0.0012669661357622734 -0.016828560722849783 0.012998871867994833
leaf_weight=3.0812521437183014 4.2156349010765544 1.3292348384857167 5.22092381119728 3.3641111422330132 2.0352631304413071 2.9930183328688127 7.9379992000758648 9.9040239192545396 5.1123250443488351 3.9571827705949572 3.693361483514308 4.7684543607756487 13.592267456464468 60.104052959941328 3.9440796524286261 4.6238355850800863 17.41304973512888 5.8335108375176787 14.75650893896818 63.843075565993786 3.2523325812071562 36.005567420274019 1.4063951168209303 4.4776210058480501 23.848483145236969 5.2918236777186376 6.5632522851228714 56.786014780402184 5.1693221032619467 12.184103943407534
leaf_count=145 22 11 18 58 26 15 125 40 64 27 36 32 227 626 17 75 61 186 43 273 29 209 16 39 86 30 24 269 30 41
internal_value=0.000557945 -0.00177834 -0.00125881 -0.000898432 -0.00137725 -0.000924902 -0.00954572 -0.00019524 -0.00189756 0.00438971 -0.00415972 -0.000821753 -0.00034602 -0.00132791 0.000474133 -0.000435275 0.00982951 -0.0127847 0.00211915 0.000185206 -0.0131342 0.00112596 -0.00320285 -0.0201142 0.00387616 0.00235444 -0.00734906 0.00364849 0.00193329 0.0033395
internal_weight=396.708 158.908 151.745 148.664 143.443 140.079 10.931 129.148 94.1803 34.9676 13.5974 89.068 87.0327 82.2642 68.672 64.7279 21.3702 7.16275 237.8 113.201 7.46797 105.733 41.8896 5.88402 124.6 100.751 11.8551 88.8959 74.1394 68.9701
internal_count=2900 1789 1592 1447 1429 1371 140 1231 1067 164 76 1003 977 945 718 701 88 197 1111 588 51 537 264 55 523 437 54 383 340 310
is_linear=0
shrinkage=0.0167361


Tree=110
num_leaves=31
num_cat=0
split_feature=5 17 2 13 17 10 5 15 7 10 16 0 10 13 15 6 9 0 8 18 10 4 5 8 5 6 19 19 16 10
split_gain=18.829 8.27759 6.52269 6.21252 7.0611 5.50867 12.1544 6.0356 7.9548 5.69059 10.8092 6.3916 10.1703 8.48375 6.17616 5.74306 4.76681 4.20493 6.08606 4.71579 7.67336 3.98481 5.66734 3.81059 4.00935 5.00556 3.70414 3.45871 4.8332 3.09548
threshold=11.848158554650002 166.83257850275001 71.847610775600018 95.870416931800023 177.48499193625003 60.474177186300004 30.133297129900004 46.574831689400007 23.539316666200005 70.182199495350019 15.919962772200003 95.762878606550018 72.953999827850012 103.58091484995002 24.200063469100005 14.815346158200002 70.238863950400017 102.65877371115 7.5441126493500006 15.453654363050001 75.645146416450004 301.91036987065007 16.579584939650001 2.2482454915000001 29.040033326300005 16.515385879350003 14.351157895250003 9.4507625164000029 8.5099800999500008 90.235408690400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 -2 4 -3 6 16 9 -9 -7 17 15 -13 14 -14 -12 -5 19 -19 20 21 22 -11 -4 -25 -26 -8 -1 29 -29
right_child=1 3 23 5 -6 7 26 8 -10 10 11 12 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0045201309369636159 0.0030190344950052372 0.0013768272374217946 0.0028834104077781085 0.0014009516765057146 -0.0046387524472517091 0.0014032187371788663 -0.00015135259670120591 -0.0050651718064501942 0.00082010513063089045 0.0032987290483722908 -0.0040236409936858916 0.0029092501956920554 -0.0031633519627154499 -0.0053539301259984606 0.0027352965269125387 0.00043403903186305131 -0.0054866874237112905 0.0027149238349285119 -0.0053292425865126202 0.0027223616596223263 -0.0044000971358106296 0.0044705775539298056 -0.0027225798747396359 -0.0048948611207133763 0.0043185630751318149 -0.0032415225235228099 0.0044498771350966792 0.0041477950656934959 -0.001937585632240226 -0.0014090904003992181
leaf_weight=7.0541164595633736 3.8406069725751903 5.6378310248255712 1.7820773422718073 2.0345008447766331 7.5347136706113815 219.62715385109186 7.2808593325316888 6.3641418144106856 9.4048291184008104 4.9198680669069308 15.809646289795639 13.039096027612684 5.0004717633128184 6.8913275115191928 7.0975593738257885 6.844530574977397 9.037355359643696 2.8368466496467581 3.4384861811995506 34.975931748747826 4.5372340232133856 5.3011865988373748 5.4397781193256378 10.789503768086435 2.0947218611836425 4.6838543303310871 4.7964261025190353 3.8073867745697489 49.958489781245589 2.9330271780490875
leaf_count=170 14 34 6 14 88 815 43 82 44 13 147 50 40 73 29 36 104 11 34 118 40 13 35 159 5 65 11 12 548 47
internal_value=0.000220052 0.000538887 -0.0018204 0.000679956 -0.00206409 0.000776429 -0.00114446 0.000902925 -0.00155511 0.00101837 0.000290541 -0.00102423 0.000144683 -0.00175361 0.000297212 -0.00267684 -0.00422105 0.00146053 -0.00169277 0.00181918 0.000255182 0.0016039 0.000136982 -0.00278092 -0.0033555 -0.000905298 0.001676 -0.0018356 -0.00150161 0.00172977
internal_weight=474.794 411.041 23.1908 387.85 13.1725 374.677 23.1491 351.528 15.769 335.759 116.132 54.6826 32.0285 18.9894 12.098 22.6542 11.0719 61.4493 6.27533 55.174 20.1981 15.6608 10.3596 19.3502 17.5681 6.77858 12.0773 63.753 56.6989 6.74041
internal_count=2900 2123 249 1874 122 1752 172 1580 126 1454 639 375 192 142 69 183 118 264 45 219 101 61 48 235 229 70 54 777 607 59
is_linear=0
shrinkage=0.00406533


Tree=111
num_leaves=31
num_cat=0
split_feature=16 0 16 4 10 18 9 2 5 10 17 4 0 5 8 13 6 7 19 15 3 10 12 5 4 2 6 7 10 17
split_gain=17.6504 6.64149 7.34478 6.63235 9.45132 6.48176 7.82334 6.56566 6.11393 9.49021 8.34879 5.99429 5.65777 6.87836 7.78987 5.12773 6.15169 8.82422 5.22053 9.3453 5.11437 5.75728 5.00028 5.19048 5.75193 4.90994 4.84184 4.85549 4.8057 4.74735
threshold=18.594956516900002 86.530713386650021 22.614947116400003 248.34582299520005 62.041548276350007 13.565012728250002 196.26893085885004 101.14502893930002 10.718565385000002 74.986474174450009 193.52305340940003 195.32149859550003 98.615332683000005 14.515626273450001 2.3481675133500004 98.238948544700023 13.200308423050002 24.142338514450003 12.150980378200002 24.200063469100005 93.308316333450009 61.944763783650011 207.71672397260002 16.222050829800004 179.79931155285001 122.26439358135001 15.675366252400002 19.468732114900003 62.197478847950002 192.34053301495001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 -2 20 -3 7 -7 -1 10 11 -10 22 15 -15 16 17 -14 -17 -20 -5 -22 23 -11 -25 -13 27 -27 -8 -23
right_child=1 2 -4 4 -6 6 28 -9 9 12 -12 25 13 14 -16 18 -18 -19 19 -21 21 29 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0026716310844216349 0.0013940828456031711 0.0038662583882963786 0.0046285104535042469 0.0046685659190816289 -0.0070978916721130374 0.00023545067294682495 -0.0030208328087047865 -0.0072544437253794416 -0.0050311717442304889 0.0042728095487823102 -0.0071724399749880079 0.0057415859752905259 0.0071087073196130085 0.0050100501554612258 -0.0052489106907935654 0.0051328525197574066 0.0049200671805984929 -0.0052213345844063421 -0.0050900677200352408 0.0048277508467110628 0.00037716397595298712 -0.0089881312335378088 0.0056915051897739582 0.0030242136804820349 -0.005767203111569987 0.0052776838211562004 -0.006281849564689421 -0.001040297805118739 0.0019929444382619523 -0.00094444715545351297
leaf_weight=50.37039578333497 74.467102866619825 27.766191355884075 30.349330097436905 5.9653510376811019 7.7677855491638175 8.9332316219806653 6.9213263988494864 6.6793269068002692 10.590741127729414 8.2454169094562584 9.1623795814812166 4.0928491838276377 2.2693007886409786 2.9528448283672359 13.317047309130428 13.076749697327616 3.9251809045672408 11.501490723341702 6.094060651957987 6.3197420239448547 25.173111211508512 4.6290664821863157 11.946008421480654 4.363006077706812 5.4856319911777973 4.7340012639760998 4.6787531748414031 24.678909810259938 63.660861909389496 4.9666837155818939
leaf_count=702 298 80 86 16 72 36 32 53 131 24 114 15 5 8 126 40 13 143 54 20 124 49 34 15 36 13 105 191 236 29
internal_value=0.000341198 0.00129887 0.00213038 0.000323049 -0.00132135 0.0014651 0.000691607 -0.00296886 -0.000952838 -0.000365618 -0.00216752 -0.00122735 0.000800886 -0.000220385 -0.003387 0.00097259 -0.00139067 -0.00318946 0.0026132 -4.10061e-05 -0.000219801 -0.00105851 0.00282222 0.000927874 -0.00187255 -0.000172338 -0.000882329 -2.34201e-05 0.00150129 -0.00482478
internal_weight=465.084 267.279 144.31 122.969 48.502 113.961 86.1947 15.6126 197.805 147.434 57.9376 48.7753 89.4965 59.4564 16.2699 43.1865 17.696 13.7708 25.4906 12.4138 40.7342 34.7689 30.0401 18.0941 9.84864 38.1845 34.0917 29.4129 70.5822 9.59575
internal_count=2900 1111 523 588 290 437 357 89 1789 1087 569 455 518 409 134 275 161 148 114 74 218 202 109 75 51 324 309 204 268 78
is_linear=0
shrinkage=0.00571439


Tree=112
num_leaves=31
num_cat=0
split_feature=13 12 5 18 13 9 16 9 3 16 7 10 7 14 2 13 19 19 16 19 6 17 15 16 16 18 15 9 2 18
split_gain=5.24862 3.98551 5.96288 4.86763 3.50251 6.49282 3.99367 3.51244 3.45467 3.54372 3.17677 3.67071 4.66503 5.70907 3.55465 3.72116 2.95287 2.62078 4.12053 4.90009 3.00626 2.5146 2.3636 5.02606 4.12555 4.04149 3.72192 3.52895 3.50579 4.63532
threshold=95.99139754765001 216.11788648010003 2.7861270712500006 16.556821279000005 96.429616222950017 38.136666659400014 12.644970430600003 54.761416764300009 108.48197402175002 21.084950694200003 20.696106785750004 78.349735295650007 24.101221167900004 315.57679249195007 285.16564649850005 89.141206231250024 9.4507625164000029 11.850956171350001 14.994964935250001 12.250988447150002 12.745297791850001 199.55131508320002 44.920183738100008 22.674946976100003 22.614947116400003 13.415872650200003 42.80317728375001 201.78065190905002 236.44570625245004 14.117867417450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 17 -10 -3 -12 -13 -14 -15 16 -16 20 19 21 -8 -19 26 24 27 -25 28 -24 -20 -30
right_child=4 10 -4 -5 5 6 8 -9 9 -11 11 12 13 14 15 -17 -18 18 22 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.022020351353922676 0.019293670718541957 0.018337005011992653 -0.023215770034368314 -0.022689408200034771 -0.027451955115349608 0.01130011122433845 0.01666791639529179 -0.025286160259646188 -0.023057312229775806 0.02321913151843736 -0.021676618153562192 0.018132814629490315 0.020388065106300243 -0.024069555535906791 -0.023501975321899512 -0.024873928996168054 0.0096965915049778903 -0.0095471681967410037 0.0029775676360997141 -0.029387922353094651 -0.0039290165698311419 0.015027898266323645 0.0079446459486151831 -0.0040352520698102327 -0.021030311378064406 0.02319289917846272 0.010891584355285852 -0.018838479698572035 -0.018901262638347426 0.00039617383798248602
leaf_weight=2.883389249444007 4.8656199220567933 3.1673302501440075 10.753007916733621 1.7115480825304983 3.4179592765867701 1.5807080678641785 10.819195434451101 4.3215214423835278 4.2648223554715505 0.88055359572172154 4.3148206267505911 4.698656506836417 3.2123235203325775 5.4537185942754176 1.4363659108057598 2.6463427916169158 6.6649147104471922 5.1891208179295045 225.54459971003234 3.9632642306387416 4.3952309302985659 2.8423794209957123 6.5737135484814697 5.1583234183490259 8.2724820496514422 4.5036074221134186 23.28862189501524 3.2388972565531731 7.6182825360447195 19.653109665960073
leaf_count=8 22 17 297 69 70 11 40 76 124 3 54 16 19 138 56 42 68 46 1146 50 40 11 43 36 81 12 88 26 63 128
internal_value=0.000715861 -0.00587875 -0.0146586 0.00536661 0.00159935 0.00135018 0.00163794 -0.0154878 0.00193859 -0.0151378 -0.00161365 -0.00383654 -0.000644114 -0.00518866 -0.0102599 -0.00325239 0.00381045 0.00220399 0.00179388 -0.0102794 0.0107178 -0.000849956 0.00227048 -0.0035725 -0.0101057 0.0086563 0.00285767 -0.000895794 0.00211761 -0.00499458
internal_weight=397.334 46.9424 15.3479 4.59494 350.392 345.526 342.108 5.90223 336.206 5.14538 31.5945 28.4271 24.1123 19.4137 16.2013 10.7476 8.10128 331.061 315.846 11.9948 15.2144 8.0315 303.852 27.747 18.0851 9.66193 276.105 9.81261 252.816 27.2714
internal_count=2900 784 374 77 2116 2094 2024 87 1937 127 410 393 339 323 304 166 124 1810 1730 107 80 57 1623 198 150 48 1425 69 1337 191
is_linear=0
shrinkage=0.0210015


Tree=113
num_leaves=31
num_cat=0
split_feature=16 5 5 10 17 4 7 0 17 18 16 5 2 7 6 9 6 7 5 10 17 10 10 6 13 6 18 18 10 15
split_gain=14.7223 6.43509 6.39453 7.04014 7.09718 5.7551 5.52097 8.79615 7.66378 6.13197 5.66212 6.79476 5.02761 4.96918 7.49808 4.94387 4.80227 5.13978 4.73224 7.16134 4.28 4.27733 4.91069 5.69701 4.24706 7.93634 4.19039 7.13518 4.17139 3.96923
threshold=18.594956516900002 23.721757872050002 7.7286379265000011 74.986474174450009 195.53954078470002 195.32149859550003 24.101221167900004 102.84427732220001 237.45530840880002 15.078943968800003 15.919962772200003 13.809011005350003 122.26439358135001 28.047804144750003 8.5201990730500015 227.14331114760003 15.675366252400002 19.468732114900003 5.2595069053500012 90.740838818900016 197.94573456765002 57.729261435100007 60.990361147350008 16.770391837550005 98.238948544700023 13.200308423050002 13.278511569200001 13.465147564100002 65.555363052850012 28.777417478550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 18 4 5 -4 -5 9 -9 -8 24 -12 -7 -10 -15 20 17 -14 19 -1 21 -3 -23 26 25 -11 -24 -28 -19 -30
right_child=1 15 3 6 -6 12 7 8 13 10 11 -13 16 14 -16 -17 -18 28 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.00047272319476145006 0.0014700740966511366 0.00058389197209919705 -0.004301743657928978 0.0028803661957072348 -0.0060516581177085371 0.0050719063759746075 -0.0046522002438283971 -0.00478124704149581 0.0068800053595823949 -0.0065784697693348207 0.0015007604626334451 -0.0064331566049914543 0.0047052932658921739 -0.0061963851523375805 0.0060061482239765589 0.0053543355045021848 -0.0055420254752862781 -0.006331539001562113 -0.0056845388930430634 -0.0054608831498780671 0.0018361636296266896 -0.0072322264541932035 -0.0055177867775805132 0.0046523969245378972 0.0029956570469453552 0.0037594925270171982 0.0022242354522862672 -0.0059586481792855348 0.00067305232196718788 -0.0044882358422394103
leaf_weight=15.233152847737076 205.91331785172224 15.574190158396958 10.870682476088403 19.291489191353321 8.2242369614541513 4.1397385150194159 4.5855490937829009 15.489654941484334 2.6739995330572111 3.5966231226921073 6.6687034219503385 4.6373364888131618 4.8268549963831893 3.3240413591265678 2.0709937959909439 3.5396613627672187 4.6863279249519101 3.1934609767049578 9.9836943205445987 7.789875976741313 12.321618396788834 4.9950344488024738 8.0118129737675243 3.0743291974067679 34.900218803435564 3.9464064389467239 7.341874495148657 4.2709384337067604 21.446123566478494 4.5823753364384165
leaf_count=116 753 93 137 81 115 15 37 208 6 44 33 53 13 47 8 9 105 42 192 207 49 48 89 8 130 14 32 30 136 50
internal_value=0.000276023 0.00104975 -0.0007694 -0.000360611 -0.00169677 -0.00103038 0.000457709 -0.000112991 -0.00270903 0.000935424 0.00141212 -0.00175345 -0.000200946 0.0012689 -0.00151219 -0.000413973 -0.000764472 -0.00010691 -0.00279008 -0.00153492 -0.000781268 -0.00152664 -0.00271354 -0.00171917 0.00225537 -0.00116979 -0.00271732 -0.00078525 -0.000901786 -0.000235604
internal_weight=461.204 265.043 196.162 163.155 61.9698 53.7456 101.185 81.8935 23.5587 58.3348 53.7493 11.306 42.8749 8.06903 5.39504 59.1295 38.7351 34.0488 33.0067 23.023 55.5898 43.2682 27.694 22.699 42.4432 7.54303 19.6246 11.6128 29.222 26.0285
internal_count=2900 1111 1789 1274 613 498 661 580 269 311 274 86 361 61 55 358 346 241 515 323 349 300 207 159 188 58 151 62 228 186
is_linear=0
shrinkage=0.00503385


Tree=114
num_leaves=31
num_cat=0
split_feature=16 5 5 10 17 4 7 0 18 5 9 2 5 10 9 18 10 3 9 5 6 7 19 18 0 18 9 7 18 0
split_gain=10.116 4.53648 4.48583 5.72636 6.69942 5.16548 4.61225 6.07436 7.4468 5.37988 4.3152 4.26245 4.15573 5.84871 3.90674 3.78945 8.48225 3.98921 3.73641 3.49768 4.34595 10.255 5.73427 5.54571 4.87256 7.61092 6.91949 4.8939 4.05108 7.13588
threshold=18.594956516900002 23.606333875400001 7.7286379265000011 74.986474174450009 195.53954078470002 195.32149859550003 24.101221167900004 103.44649194340002 15.064837217800003 11.492436627450003 227.14331114760003 122.26439358135001 5.2595069053500012 90.740838818900016 68.670253264700008 13.278511569200001 57.729261435100007 108.48197402175002 201.78065190905002 23.151456684850004 16.455384477450004 23.477153707700001 14.351157895250003 13.042786209850002 86.001087134900004 13.849588037450003 196.26893085885004 23.9444576715 13.258783262950002 87.29692395375001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 12 4 5 -4 -5 8 -8 -9 15 -7 13 -1 -13 16 17 -3 -17 20 24 22 23 -22 -2 -26 27 -27 -24 -30
right_child=1 10 3 6 -6 11 7 9 -10 -11 -12 14 -14 -15 -16 18 -18 -19 -20 -21 21 -23 28 -25 25 26 -28 -29 29 -31
leaf_value=0.00069015859872658097 -0.0028928094363894056 0.0035016633838366538 -0.0065437519825132205 0.004288114092036774 -0.0094074835359190222 0.0077089064161035559 -0.009384161395968045 -0.00079709801199417702 0.001818927557218564 -0.0097602601087100355 0.008201267709986023 0.001161610800349145 -0.0087237852219818838 -0.008441339704026378 -0.0042210103438257776 0.0035161342241014732 -0.0074947521239530409 -0.0053343693633050313 -0.0025613288986193914 0.0053774676660560475 0.0011646380281764017 -0.0097127001528801177 0.004642251146591489 -0.0099764753745581365 0.0053665914007046053 -0.00046576661285626275 0.0023457795452466019 -0.011058668063750082 -0.0064812290755238847 0.0065488672061732025
leaf_weight=14.567251008003955 9.9364287555217725 11.200016297399999 9.8401838727295381 17.842238035053015 7.5959162637591353 3.8834678232669821 3.9694359935820094 10.905541811138393 54.331540878862143 6.764882940798997 3.3311586529016486 20.826434340327978 8.0770377218723279 6.2490278985351315 14.097711618989704 16.014790458604697 13.851987238973377 4.4517093226313582 10.404477164149283 17.090963289141655 6.2043604627251607 6.3401282876729956 21.989878073334694 5.0551386028528214 46.061703734099865 7.5670764371752721 59.308959536254406 4.2443395331501961 6.5201355069875699 4.3810838013887405
leaf_count=116 43 40 137 81 115 15 35 145 300 100 9 146 192 207 200 69 140 53 59 51 22 38 66 29 138 32 235 42 34 11
internal_value=0.000370436 0.00138365 -0.00106745 -0.000518883 -0.00251099 -0.00143416 0.000675435 -0.000173019 0.00105616 -0.00422852 -0.00052933 -0.000138557 -0.00391643 -0.00205111 -0.00101117 -0.00104938 -0.00299439 0.000988493 0.0011227 0.00196584 0.00163755 -0.000322261 0.00102623 -0.00383735 0.00241597 0.00286613 0.00124668 -0.00427224 0.00269116 -0.00124457
internal_weight=432.905 253.954 178.951 150.057 56.2437 48.6478 93.8136 75.9714 58.301 17.6704 59.2541 38.8076 28.8933 20.8163 34.9241 55.923 29.5037 15.6517 26.4193 194.7 177.609 50.4907 44.1506 11.2595 127.119 117.182 71.1204 11.8114 32.8911 10.9012
internal_count=2900 1111 1789 1274 613 498 661 580 335 245 370 361 515 323 346 361 233 93 128 741 690 200 162 51 490 447 309 74 111 45
is_linear=0
shrinkage=0.00789597


Tree=115
num_leaves=31
num_cat=0
split_feature=16 6 7 15 3 0 6 5 6 18 16 18 13 16 5 16 5 8 4 2 5 15 7 18 15 15 3 17 13 15
split_gain=5.1669 3.0721 3.25897 3.07036 2.81164 2.80963 4.54275 4.59648 4.38769 4.37966 5.55451 4.97544 10.5148 8.79925 6.02607 5.93945 7.34732 4.50108 3.87534 3.50175 2.86067 4.58017 2.80871 6.4459 9.18372 6.18958 3.3489 3.04091 3.62612 6.73205
threshold=18.594956516900002 15.675366252400002 29.973557588500004 32.540328261750005 97.300676657200015 86.530713386650021 16.375382608200002 20.361635946650004 16.285380505300001 13.849588037450003 22.644947046300004 15.042884401850001 109.41218053485001 20.719951547750004 22.000536998450006 20.394952307700002 18.152162791050003 8.1436447804000007 390.96858665540009 223.36808516470003 20.950952025950006 37.576156502300009 22.726915405250001 13.24392582145 41.403124198950003 41.018034898650008 93.249170254600017 187.45953903175004 116.67639440335002 42.670190152050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 8 -8 -2 20 11 12 -11 15 19 16 -14 -18 22 -15 -7 -22 27 25 26 -24 -25 28 -9 -30
right_child=5 4 -4 -5 -6 9 7 18 -10 10 -12 -13 13 14 -16 -17 17 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00049817621866041044 -0.0011305443331094201 0.007838041531954781 -0.015353596943547231 -0.016110736302865022 -0.015654636743416356 0.010810479399398045 0.013688095602545259 0.0085690187862173632 -0.023919368036222664 -0.020141936732576415 0.012533341922651127 0.0070024251949184812 0.0095731089949742908 -0.008750172999263877 0.0025342040170685453 0.014781982198075621 0.0016328681189449585 -0.017567100643311948 -0.014558349113336816 -0.026140657924425208 -0.0076731011870742665 0.0070751421999534266 -0.0019576762158421629 -0.0022529386507565206 0.0064963201199414707 -0.023874913122414687 -0.02054238265712088 0.0071584722771034131 -0.008192064753408345 0.0079470580984327046
leaf_weight=145.73904762230814 4.2258712127804747 1.3581412266939867 3.3700212975963941 2.7532879505306473 5.5958518413826823 21.76611851900816 5.7606722712516776 8.2075229063630086 3.173688217997551 6.2083000466227523 8.3981043100357038 16.39847657084465 10.066763475537305 7.2669887393713015 7.1923650056123725 9.229289233684538 5.2488706819713098 5.2286758273839951 3.6606263322755686 3.7739476263523102 5.9465913027524975 18.795138850808144 6.3099039867520315 4.2988656386733073 21.743382018059492 4.9192027505487204 4.2921312153339386 22.1622234005481 16.209937077015642 8.4270724896341545
leaf_count=1363 22 11 164 65 186 68 15 28 29 60 30 67 31 34 28 28 25 32 38 27 27 66 26 18 86 50 31 86 123 36
internal_value=0.000500735 -0.00154681 -0.0011109 -0.000787658 -0.0110664 0.00186185 0.000190698 0.0009653 -0.0109047 0.00337152 0.00127246 -6.67943e-05 -0.00220502 0.000114598 -0.0078984 0.00502175 0.000637075 -0.00794861 0.000234069 -0.0146945 0.00693757 0.00353045 0.000794796 -0.0020788 0.0014306 -0.0115591 -0.0113905 0.0029661 0.000137253 -0.00267169
internal_weight=397.727 158.816 151.862 148.492 6.95399 238.911 113.391 105.992 7.39956 125.52 79.0118 70.6137 54.2152 48.0069 18.2333 29.7736 20.5443 10.4775 100.231 11.0409 46.5078 24.7417 96.5702 41.5635 30.3344 11.2291 8.591 55.0068 32.8445 24.637
internal_count=2900 1789 1592 1428 197 1111 588 537 51 523 362 332 265 205 89 116 88 57 522 61 161 93 484 211 135 76 49 273 187 159
is_linear=0
shrinkage=0.0146468


Tree=116
num_leaves=31
num_cat=0
split_feature=13 6 17 12 8 13 7 3 8 3 13 8 16 19 0 18 9 10 10 0 16 18 2 15 13 5 16 6 18 10
split_gain=7.91974 5.63435 5.31593 7.54985 5.25648 4.27746 3.75858 5.82754 5.27285 4.2326 3.71079 3.68836 3.13652 4.79639 4.18388 6.1972 4.32018 3.65781 5.74901 6.00087 8.51709 6.98771 6.85502 3.89437 6.66559 5.63974 5.59915 6.96891 5.92809 4.48659
threshold=95.99139754765001 5.1551204485500008 166.83257850275001 101.62436419600002 2.9476996444500005 96.429616222950017 21.725272673150005 75.559115756250023 2.0484014478500003 75.236500780600025 89.141206231250024 0.84933718570000016 13.534968349350001 11.850956171350001 98.615332683000005 17.108018746400003 188.14427954665004 75.403185184700007 70.343506983200015 96.055920542800024 18.714956236300004 13.765997214800002 126.02137215710002 44.920183738100008 117.99105042915001 30.133297129900004 22.824946625350005 16.505385645700006 13.278511569200001 60.474177186300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -4 -1 8 9 10 11 -8 -7 -14 17 16 -16 18 23 21 22 -20 -21 24 -15 29 27 28 -25 -26
right_child=1 2 5 -5 -6 12 7 -9 -10 -11 -12 -13 13 14 15 -17 -18 -19 19 20 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.0048131680047461614 -0.0093493766119552863 0.0047305109317964909 0.0090939555455535163 -0.0076173299257911936 -0.007531735254881794 -0.0048012033689962897 -0.0094566449589900698 -0.010735625090308943 0.0081928648725722447 0.0068651495593449663 -0.010587634599403513 0.00020824057411286326 0.0065638298507172859 0.00231843135136919 0.0041051835477536151 0.003125196602726451 -0.0072495027916645183 0.0048946006463597615 0.0076383599729993295 0.0028208317882959782 0.0090855280994722818 -0.0073795089130619168 -0.010481290533820117 -0.010529553400395106 -0.011819618776549344 0.0045906778354816869 0.0079327581397790232 -0.012479778237764482 0.0014765454778813943 0.0018839111977830851
leaf_weight=6.4208075162023297 3.925049263983964 5.2857168558985022 4.9371755234897128 11.540524557232855 12.539412857964633 6.5291333980858317 3.6769617293030157 5.1229234617203465 4.0704527236521235 3.206042803823947 4.4972409531474105 13.521803280338643 11.719657845795153 196.4357226472348 2.9584231749177041 10.088758163154123 14.366074042394755 19.251763880252838 2.6201526299119022 6.4661373943090457 6.7583927884697905 16.892514394596219 5.0525577981024981 3.7075619548559287 6.2050862312316877 3.7655886709690085 4.0015276074409476 4.5948401633650056 16.023787388578057 2.4358482584357262
leaf_count=40 100 41 17 183 268 73 121 76 13 14 74 178 47 809 13 51 145 71 7 25 18 175 54 55 64 16 11 49 83 9
internal_value=0.0003987 0.000847058 0.000957726 -0.00373844 -0.00269056 0.00118689 -0.00119226 -0.00232319 -0.000835704 -0.0023115 -0.00366754 -0.00185804 0.00107203 0.00118707 0.000991144 -0.00220596 -0.00531052 0.00128904 0.00103659 -0.00206296 0.00146009 -0.00536292 -0.00301401 0.00153045 0.00193427 -0.00414832 -0.00144659 -0.00298944 -0.000779426 -0.00795664
internal_weight=418.618 365.562 361.637 16.8262 53.0556 344.811 40.5162 34.0954 28.9725 24.902 21.696 17.1988 339.874 333.344 321.625 27.4133 17.3245 294.211 274.96 37.7898 18.2771 19.5127 11.5187 237.17 208.842 12.4065 28.3277 24.3262 19.7313 8.64093
internal_count=2900 2116 2016 224 784 1792 516 476 400 387 373 299 1775 1702 1655 209 158 1446 1375 279 97 182 79 1096 898 89 198 187 138 73
is_linear=0
shrinkage=0.00855644


Tree=117
num_leaves=31
num_cat=0
split_feature=16 5 10 16 12 13 5 13 5 6 7 10 15 18 9 18 2 4 6 18 13 9 6 15 8 4 18 13 10 0
split_gain=10.9268 4.61094 4.50986 4.77712 6.12186 7.6559 6.75155 8.98392 8.74564 7.51712 5.69389 8.87071 5.35267 5.258 4.40256 4.07096 5.56286 7.163 5.36841 3.56462 3.70942 3.41352 3.86817 3.39338 3.3756 5.43416 3.34702 8.18344 3.34558 13.2654
threshold=18.594956516900002 23.606333875400001 90.988176966900014 15.919962772200003 211.56805207830004 102.54048155345002 16.579584939650001 98.238948544700023 3.0506950448000008 13.265309941850001 22.426784932800004 78.349735295650007 24.200063469100005 18.257352782400002 226.28914430085004 14.873215527100003 201.92500828480004 195.32149859550003 11.945279099550001 14.708525021850003 96.84095031690002 38.559541491950007 2.7550643716500001 24.200063469100005 5.5456722124000004 371.16724128940001 15.7619177074 104.02719889955002 66.697957758300021 92.031298721500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 3 4 6 10 7 8 -1 -10 19 -12 -8 15 -3 16 17 -5 23 20 -6 22 -13 -17 -23 -26 27 -9 -2 -30
right_child=1 14 -4 13 5 -7 12 26 9 -11 11 21 -14 -15 -16 18 -18 -19 -20 -21 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.004777546996726138 0.0020369070299622611 -0.00083204789828903781 -0.0044983095608546724 -0.0045302479414206648 -0.0035228248225169594 0.0059516439054292034 -0.006705633632969118 -0.0056658261620472607 -0.0071550342272034976 0.0042986601174365363 -0.0083037986401343043 0.0011813532453004824 0.0028129610816245679 0.0071566357021596895 0.0058234358680206962 -0.0051204639771986601 -0.007406947023404116 0.0021624360595769712 -0.0075593122100810917 0.0074947338609666495 0.0052462701400406257 0.0044784510005994038 -0.0075506954236268407 0.0012972897264641786 0.0020801927633023595 -0.0077608076758183785 0.003973624639818406 0.005150401011551905 -0.0079217225993413829 0.0013718313742982471
leaf_weight=3.9962272644042995 143.87795582413673 54.454613521695137 11.525092445313929 8.6380481906235271 3.4286539833992702 11.579353207722304 11.427920276299117 5.3507268056273478 12.924728995189069 2.5177141726016989 5.0655111894011489 3.8532276712358025 2.6825731471180907 2.2008299678564063 3.9180757552385321 5.5796735696494597 4.2893783077597609 18.42489449866116 10.433705560863016 5.5676369518041611 3.6758626587688923 9.0821693502366561 3.6167569197714329 6.6299982536584139 7.6548014022409898 2.8250571228563786 15.852172963321207 4.9540732577443123 6.4121467992663375 47.406737983226776
leaf_count=17 500 359 319 114 32 41 148 49 225 11 57 28 11 6 11 61 71 154 132 12 15 40 49 45 45 34 60 13 39 202
internal_value=0.000302521 0.00111225 -0.000825728 -0.000580002 0.000122746 0.00155642 -0.00123032 -9.58898e-05 -0.00321843 -0.00528764 0.000419632 -0.000939238 -0.00489604 -0.00203129 -0.00038532 -0.00240579 -0.000990709 2.62409e-05 -0.00436512 0.00386154 0.00101429 0.000440803 -0.00304646 -0.00163555 0.00177245 -0.000572647 0.00222464 -0.000465882 0.00155442 0.000264569
internal_weight=439.846 256.07 183.777 172.252 116.055 56.349 59.7061 45.5956 19.4387 15.4424 44.7697 32.0975 14.1105 56.1965 58.3727 53.9957 31.3523 27.0629 22.6434 12.6722 7.10452 27.032 7.46998 12.2097 19.562 10.4799 26.157 10.3048 197.697 53.8189
internal_count=2900 1111 1789 1470 887 353 534 375 253 236 312 253 159 583 370 577 339 268 238 59 47 196 77 106 119 79 122 62 741 241
is_linear=0
shrinkage=0.00606423


Tree=118
num_leaves=31
num_cat=0
split_feature=16 6 5 15 18 0 18 16 9 6 14 0 10 7 6 4 6 15 8 9 7 16 17 16 17 3 15 17 3 9
split_gain=8.94005 4.14214 4.7537 3.94194 5.65306 3.85282 5.20482 6.01914 5.51843 5.18107 5.13375 5.10005 7.64686 4.85189 4.60499 4.12674 4.52836 9.34475 5.37374 5.2979 5.99074 4.55101 4.3588 5.79609 4.83984 5.5413 8.11886 4.86955 4.03063 3.89343
threshold=18.594956516900002 15.675366252400002 7.7286379265000011 28.452330424200003 14.025183600500002 86.530713386650021 13.849588037450003 22.644947046300004 196.26893085885004 16.375382608200002 168.39662374755002 96.249489528150022 70.284360904350009 23.9444576715 16.285380505300001 390.96858665540009 16.730390902950003 43.376643616500012 10.242007239150002 186.67271206880002 23.789355599150003 22.704946905950003 188.07781354100004 22.634947069650003 188.94422143290004 93.308316333450009 42.385947950200006 193.01551328760004 93.883646373400012 189.54401862130001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 9 -7 8 13 14 28 12 -10 -8 -2 16 19 18 -18 -12 21 22 23 -21 -24 -26 -27 -28 -11 -30
right_child=5 -3 3 4 -6 6 7 -9 11 10 15 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 24 -25 25 26 27 -29 29 -31
leaf_value=-0.0046804928876160506 -0.00080718981926158385 -0.0079406902275983796 0.000316154120824789 0.0054465090926643063 -0.0097109594293020244 0.0052251418649794943 -0.00093986644810316506 0.0086415737017727177 0.0017042645933997807 0.0090283128842654405 0.0055791978755795769 0.0084117136350540956 -0.0099843010907911048 -0.013537208613139593 -0.015997217832833019 -0.009858660358461958 -0.012742634767451405 0.0066279483446719956 0.0032342505424508483 -0.0022876884647636433 0.0094204007030882202 0.0064362996419045004 0.0080720459444442363 -0.019089636718091663 0.0038065848805732137 -0.014186576330928506 -0.0095388090466388582 0.0044377473202943229 0.0053558288622402445 -0.0073620932148373277
leaf_weight=25.933244874700904 4.2984954342246047 8.1442027762532216 125.72442294843495 3.1466516330838195 8.3845865428447706 49.609147302806377 7.7949516549706441 9.2051060348749143 47.868258681148291 11.459657169878485 20.00029656663537 8.6503232195973379 5.8394783437252036 4.4752164706587791 3.2657777853310108 3.8758168183267108 8.7122442498803156 5.0607382953166953 2.5248858779668799 4.7251459024846545 5.2403013035655013 5.8222680762410155 4.5935669429600265 3.2034892551600933 8.1877149268984812 6.6143416017293957 3.5701313912868482 6.6091556064784527 5.9066163375973684 3.6041214689612389
leaf_count=515 22 197 939 15 123 161 33 30 186 28 72 25 44 44 29 38 96 17 10 27 14 19 15 31 26 41 32 29 23 19
internal_value=0.000468633 -0.00122911 -0.000894155 -0.00017876 -0.00557478 0.00162882 0.00274946 0.00128445 0.000376975 0.000353693 0.000885898 0.00154016 0.000433403 -0.00553441 -0.00736529 -0.000128127 0.000316274 -0.00425261 -0.00915277 0.00140227 -0.000317849 -0.0014957 -0.00272711 -0.00907636 -0.00102496 -0.00269772 -0.00586889 -0.000464182 0.00517693 0.000536336
internal_weight=422.05 171.333 163.189 137.256 11.5312 250.717 133.442 83.8333 74.6282 117.275 109.71 62.3581 53.7077 12.2702 7.56427 88.7401 84.8643 16.2979 11.2371 68.5664 48.5661 43.3258 37.5035 7.92864 29.5749 24.9813 16.7936 10.1793 20.9704 9.51074
internal_count=2900 1789 1592 1077 138 1111 523 362 332 588 537 255 230 77 51 467 429 123 106 306 234 220 201 58 143 128 102 61 70 42
is_linear=0
shrinkage=0.009643


Tree=119
num_leaves=31
num_cat=0
split_feature=13 6 8 13 16 19 6 6 10 0 0 16 10 16 3 19 10 18 9 17 19 10 2 3 16 5 7 5 9 18
split_gain=5.44675 4.5216 4.13984 3.91174 4.12923 3.65333 3.42022 6.60124 3.7271 5.87713 5.84968 6.27645 8.28172 9.52122 7.60184 6.06738 5.9817 5.46221 4.35278 5.06806 4.07083 3.58988 3.66606 5.28012 7.5593 5.96943 5.78205 4.66329 3.69886 3.47288
threshold=95.99139754765001 5.1551204485500008 2.9476996444500005 96.429616222950017 13.534968349350001 11.850956171350001 13.665319288000001 13.775321858200002 70.182199495350019 96.055920542800024 85.716110573100011 19.214955067100004 66.697957758300021 19.974953289850003 89.227236891450005 13.851117550450002 62.00390986255001 13.809421053700001 206.08249486475003 201.96296776225003 13.251069136700002 65.555363052850012 116.16618105335002 93.308316333450009 22.604947139800004 22.852794041600003 24.122256664450003 24.437854605800002 185.50567866740002 13.303774303900001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -8 10 17 16 -12 14 15 -13 -14 20 -10 -11 -20 -9 22 28 24 26 -25 -24 -27 -16 -30
right_child=1 3 -4 4 5 6 7 8 9 18 11 12 13 -15 21 -17 -18 -19 19 -21 -22 -23 23 25 -26 27 -28 -29 29 -31
leaf_value=-0.0026266080651196327 -0.023739237100594088 0.021997859847774071 -0.01796491930326714 -0.012451617704784149 0.013868914462055067 -0.0038383232928440136 0.02034683967645905 -0.01955465486388443 0.023072561475920003 0.011491937032532361 0.017575245912508211 0.020812796993507212 -0.014744474080923513 -0.035635359145115723 -0.0079802861761760647 0.017744222917302994 -0.018058968227372449 -0.01678422572336247 -0.028199599402092341 0.0047711903694824887 0.0023154832553809492 -0.013168328896005218 0.0022637174258580309 -0.021719785317174601 0.013719710426985405 0.0076860143674798397 -0.025112997764892654 -0.019750440465844489 0.018064992405346928 0.001167458761235301
leaf_weight=36.488454395905137 3.3282179664820424 4.6364945732057086 11.046626529656349 9.6578641049563867 12.26079906709492 46.619138602167368 9.7335119470953924 4.504858653061091 1.8312166631221796 13.45050808042288 17.707296706736088 14.09125943481922 5.9339142218232173 5.167798124253749 4.4782286435365668 5.1950962692499161 10.228717373684047 17.409862717613578 3.6534798406064493 5.8340842053294182 45.782763939350843 5.7556725144386283 18.017082512378696 8.1903193145990389 27.572971664369106 12.623096585273744 4.6840815767645827 3.9098776411265126 21.381666287779812 8.0745935216546041
leaf_count=516 100 17 268 119 59 335 33 110 4 47 54 44 33 38 19 15 128 178 29 36 273 28 69 47 97 47 27 42 58 30
internal_value=0.000783317 0.00172592 -0.00619106 0.0019692 0.00169905 0.00210811 0.00166006 0.00259146 0.00194047 -0.00404415 0.00307091 0.00523724 0.00373132 -0.0110123 0.00559711 0.000421466 -0.00275631 -0.012991 0.00346068 -0.00792523 0.000356316 0.00372762 0.00462035 0.00191146 0.00599607 -0.00639447 -0.0033851 0.00119758 0.0106072 0.013433
internal_weight=399.25 351.714 47.5351 348.386 343.75 334.092 321.831 275.212 265.478 42.1792 223.299 162.783 145.076 16.2968 128.779 11.129 60.5163 19.2411 22.9381 9.48756 50.2876 114.688 108.932 74.9974 50.2741 24.7233 22.7012 16.533 33.9345 29.4563
internal_count=2900 2116 784 2016 1999 1880 1821 1486 1453 294 1159 648 594 86 508 48 511 182 112 65 383 464 436 329 193 136 96 89 107 88
is_linear=0
shrinkage=0.0219518


Tree=120
num_leaves=31
num_cat=0
split_feature=16 5 10 9 6 7 10 15 8 14 19 8 18 17 10 5 16 13 13 6 18 9 16 16 7 5 14 5 13 17
split_gain=10.722 5.21739 5.18052 4.87296 4.72794 3.9564 4.98326 3.75728 3.73078 6.15279 4.33883 3.91711 3.66962 8.13635 3.97434 4.53544 5.42418 3.65524 5.92083 4.20188 4.97558 5.7365 4.42174 5.44587 6.27816 4.38522 7.30647 7.87893 7.31482 6.29375
threshold=18.594956516900002 23.606333875400001 90.988176966900014 227.14331114760003 15.675366252400002 19.468732114900003 66.499011856650014 32.540328261750005 8.8430989333000021 168.39662374755002 14.351157895250003 8.7431769115000026 13.278511569200001 174.35320691475002 61.917879202350001 24.301614351200005 22.604947139800004 108.61908538635001 105.26657809770002 13.665319288000001 17.327266398450003 210.70699256735003 17.654958715000003 9.744977212000002 26.302865891850004 11.848158554650002 327.34937283730005 15.299679811400003 98.238948544700023 200.23903127160003
decision_type=2 2 2 2 2 2 2 2 2 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 4 12 5 -1 -7 17 11 -10 -11 -2 13 -3 -14 -16 -17 18 19 20 21 25 23 -22 -25 -8 27 28 -27 -30
right_child=1 3 -4 -5 -6 6 7 -9 9 10 -12 -13 14 -15 15 16 -18 -19 -20 -21 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0048322402578139636 0.001634240879828205 0.0004913510494812765 -0.0047761128200030254 0.006644910960876842 -0.0051135878366262676 -0.0059058725710819616 -0.0027737883488361719 -0.0069629953903445332 0.0030656661180031826 -0.00042477953682223355 -0.0098174628832301668 0.005445754385713388 0.003974795836337263 -0.0061047853699693691 -0.005441710720696144 0.0049698856008839991 -0.0039756981036716439 0.0044571389022538682 -0.0049003461686599201 0.0022307966766687208 0.0053386858320104025 -0.0071169532705031326 0.0080355392278185795 0.0059730959673146697 -0.0036986401570019848 -0.0077059729634155021 0.0037722899669238191 -0.006807235116535716 0.0045619784918896553 -0.0046338964671607478
leaf_weight=5.5687690898776046 169.99975823611021 16.298411712050441 12.127853017300366 3.5002196580171576 8.4082406740635616 6.3606763631105414 27.637671206146479 3.1888247597962609 6.3319900929927808 3.7216039299964905 3.9091221243143082 11.137311935424803 9.5139957219362277 13.057000974193214 5.9300080761313465 6.4508487060666067 4.4335929900407791 6.4334677383303633 10.237407397478817 26.452386677265167 6.8060654029250207 6.133871477097272 3.8052105903625479 3.4049464408308259 11.030353209003804 3.3943819645792308 15.796472020447252 7.8611674420535556 12.073557600378988 3.7911392897367469
leaf_count=17 647 98 319 9 197 81 353 66 20 16 27 31 33 135 36 26 33 22 94 111 28 72 8 12 120 51 59 95 49 35
internal_value=0.000314557 0.00113834 -0.00084589 -0.000480926 -0.000562817 -0.000323631 -0.00050958 -0.000277734 0.00162955 -0.00147154 -0.00523653 0.00186859 -0.000928847 -0.00244255 0.000758881 -0.00106076 0.00132605 -0.000130568 -0.000343788 2.0112e-05 -0.000554695 -0.0013416 0.00185467 0.000747419 -0.00141731 -0.0008395 0.00040615 -0.00155449 0.000589569 0.00236447
internal_weight=434.796 254.284 180.512 59.1841 168.385 159.976 154.408 148.047 195.1 13.9627 7.63073 181.137 55.6839 29.3554 26.3284 16.8144 10.8844 144.858 138.425 128.187 101.735 76.6883 25.0466 21.2414 14.4353 70.5544 42.9167 27.1202 19.2591 15.8647
internal_count=2900 1111 1789 370 1470 1273 1256 1175 741 63 43 678 361 233 128 95 59 1109 1087 993 882 714 168 160 132 642 289 230 135 84
is_linear=0
shrinkage=0.00622623


Tree=121
num_leaves=31
num_cat=0
split_feature=16 5 5 10 17 9 2 13 7 18 16 13 18 13 4 16 5 18 6 18 5 17 6 13 7 3 8 14 19 10
split_gain=13.972 7.34793 6.78911 6.37025 7.08707 5.69928 5.47829 9.69947 8.62541 5.67177 6.41874 8.12436 5.27091 9.88448 5.10346 4.5951 4.5905 7.13981 5.57073 4.34131 3.96368 3.9566 5.81059 5.7535 4.04223 4.40169 3.77645 6.71246 4.54087 4.11254
threshold=18.594956516900002 23.803605515150004 7.7286379265000011 74.986474174450009 195.53954078470002 227.14331114760003 205.16057895720004 95.870416931800023 26.367140210550001 17.327266398450003 15.919962772200003 98.238948544700023 15.711526640050002 104.02719889955002 195.32149859550003 11.934972090850001 5.2595069053500012 16.433295803950003 3.6650856341500009 14.708525021850003 2.7861270712500006 197.94573456765002 22.585527707250005 117.47217800995001 23.539316666200005 93.431985407450014 8.8430989333000021 168.39662374755002 14.351157895250003 66.697957758300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 16 4 14 21 7 -5 -8 10 11 -9 13 -13 -4 19 17 20 -19 -16 -1 22 23 -3 25 -25 29 -28 -29 -2
right_child=1 5 3 6 -6 -7 8 9 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0052305188132298645 0.0020688535699049972 0.00050416765521373713 -0.0040687197683506203 -0.0056302034801570802 -0.0059324359883275212 0.0054185015873590972 0.0037084920190827552 -0.0064142054259235829 -0.0010954483734088197 0.004598704109446199 -0.0047665388362436419 -0.0049145091724089891 0.0030713202343048279 0.002821754843767879 -0.0059659895338043632 0.00061075981553429168 -0.0056049185073655519 -0.0048750617968227154 0.003877955553084976 0.0026350838588236306 -0.0014060201080259114 0.0016345139178190712 0.0050188444988157627 0.002559571691381414 0.00034476696957308749 -0.0051651679997192961 0.002704903729634345 -0.0001664630329361281 -0.0076658002323780746 0.00043680235328287927
leaf_weight=4.461462929844858 139.35262876749039 13.489240042865275 10.222279317677019 7.8617717549204817 8.0445362161844951 3.6822518706321707 24.291354529559612 3.8140466734766951 14.782859455794094 6.5379175767302504 6.8418202027678481 7.6827714405953911 17.923738688230515 8.614237003028391 5.4622173998504868 34.147847637534142 9.9418818447738868 13.003547742962835 2.0728483833372584 1.9609817638993261 4.3904806822538376 11.471028603613375 2.9980263561010352 2.0015716478228631 5.4492380172014228 19.333597423508763 6.5876615494489652 3.8208167999982834 4.1326576173305511 52.180343702435493
leaf_count=12 461 70 137 152 115 9 88 46 126 21 71 64 66 27 82 268 192 259 14 11 38 47 7 8 23 187 20 16 28 235
internal_value=0.000260006 0.000999192 -0.000757987 -0.000326588 -0.00160232 -0.000553019 0.000449585 -0.000500597 0.00189103 0.000283768 -0.000344859 0.000450526 0.00121563 -0.000825292 -0.000929765 -0.000157899 -0.0027728 -0.0015961 -0.00367161 -0.00369385 0.00193886 -0.000954691 -0.00164107 -0.00213685 -0.00346692 -0.00444047 0.00143927 -0.000996976 -0.00406315 0.00162423
internal_weight=456.558 264.499 192.059 158.188 59.8379 58.425 98.3505 59.2763 39.0742 51.4145 44.8766 38.0348 34.2207 16.297 51.7933 41.571 33.8702 23.9283 15.0764 7.4232 8.85194 54.7427 43.2717 40.2736 26.7844 21.3352 206.074 14.5411 7.95347 191.533
internal_count=2900 1111 1789 1274 613 351 661 447 214 295 274 203 157 91 498 361 515 323 273 93 50 342 295 288 218 195 760 64 44 696
is_linear=0
shrinkage=0.0049587


Tree=122
num_leaves=31
num_cat=0
split_feature=16 5 5 10 17 0 5 8 6 13 14 16 9 13 18 6 12 5 4 0 7 19 15 0 0 16 13 16 19 3
split_gain=17.9937 7.17021 6.65678 8.31503 8.17672 6.16714 8.17769 8.1371 5.57474 5.85657 8.90904 5.59956 5.18239 4.54457 5.10666 8.69846 4.46534 5.56172 5.15706 4.38187 10.3595 4.79711 8.79819 4.2275 12.2867 4.47375 10.7202 11.7499 9.27198 6.61289
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 193.52305340940003 98.615332683000005 14.515626273450001 2.3481675133500004 15.675366252400002 108.61908538635001 212.64719038130002 11.934972090850001 227.14331114760003 116.59305220125002 13.278511569200001 22.585527707250005 207.71672397260002 16.222050829800004 195.32149859550003 103.44649194340002 24.122256664450003 12.050972309250001 24.200063469100005 93.972365491700018 96.249489528150022 19.214955067100004 112.82921081865001 19.974953289850003 13.851117550450002 89.227236891450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 -1 4 8 16 19 -8 9 10 -4 -12 13 -3 15 -15 17 -5 -19 21 -21 -7 -23 25 -25 -2 27 28 -27 -28
right_child=1 12 3 5 -6 6 7 -9 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 24 -26 26 29 -29 -30 -31
leaf_value=-0.0023527073060252012 0.0046604998945832836 0.0020862331785177655 -0.0071908851210634494 0.0041520021496137165 -0.006416412164668977 0.0036353272079065226 0.0046092596849051431 -0.0049888491028770689 -0.0045001508336557691 0.0040712228811309922 -0.0039485816751989814 0.0015771999443539525 0.0055945890729209788 -0.0047391578070107299 0.0002186676209134675 0.0049621083950656441 0.0051194234034717817 0.001542718476420747 -0.0060683147248225371 0.0065745742504398179 -0.0065211369906858696 -0.0047701605068316347 0.0044766406187446064 -0.0033255956546118259 0.0040247091609127567 -0.0041201793722261681 0.0050427429536413935 -0.0087243617740341665 0.0053218123008807738 0.0017244927299983636
leaf_weight=56.547260027378798 14.921229332685469 11.331514846533535 5.2958170026540783 8.423059776425367 8.6637749671936017 18.254847351461652 2.8856366500258472 13.588270876556633 9.5342739857733232 7.4395216777920714 6.5990159269422319 19.676728203892708 3.6151019632816306 18.236973814666275 20.59014325030148 2.8844776153564444 12.0434403270483 5.8372024893760663 4.0728281326591969 2.3667042255401602 5.213462945073843 6.2618277855217439 4.9764530956745148 15.010516226291658 10.356410965323446 5.4839032292366046 18.39619754254818 5.2174318656325331 5.7318414449691772 134.57731171697378
leaf_count=768 40 46 50 24 113 74 8 126 191 29 80 98 9 184 105 7 34 22 29 5 69 53 16 96 31 31 49 38 13 462
internal_value=0.000338771 0.0012194 -0.000847784 -0.000244811 -0.00177091 0.000795501 -0.000264376 -0.00330761 -0.00094184 -7.21918e-05 -0.00104855 0.000189429 -0.000419131 -0.00082899 -0.00162095 -0.00341429 0.00266383 0.0010507 -0.00158527 0.00108791 -0.00243235 0.00199267 -0.00067556 0.00166212 -0.000324729 0.00193555 0.00169554 -0.00228864 0.00070518 0.00212354
internal_weight=464.033 266.353 197.68 141.133 57.2091 83.9237 53.5472 16.4739 48.5454 39.0111 31.5716 26.2757 56.6582 53.0431 41.7116 21.1215 30.3765 18.3331 9.91003 37.0733 7.58017 29.4931 11.2383 209.695 25.3669 184.328 169.407 16.4332 11.2157 152.974
internal_count=2900 1111 1789 1021 561 460 351 134 448 257 228 178 351 342 296 191 109 75 51 217 74 143 69 760 127 633 593 82 44 511
is_linear=0
shrinkage=0.00519105


Tree=123
num_leaves=31
num_cat=0
split_feature=16 5 10 6 9 7 10 17 13 6 6 15 12 13 0 2 8 18 8 14 19 4 17 5 6 0 15 15 16 12
split_gain=12.1907 5.4901 5.22345 5.51215 4.71527 4.43629 4.99655 4.27501 4.60333 6.27103 4.5522 4.1952 4.45006 6.77151 6.91018 4.86161 4.4859 4.09055 3.69842 5.94638 4.39755 4.03246 8.8757 6.40836 3.62957 3.44656 5.04647 4.04625 4.96353 4.18792
threshold=18.594956516900002 23.663981639800003 90.988176966900014 15.675366252400002 227.14331114760003 19.468732114900003 65.555363052850012 197.94573456765002 117.47217800995001 22.585527707250005 16.455384477450004 30.046989284200006 207.71672397260002 108.61908538635001 96.055920542800024 175.40496222385005 1.3489472949000001 14.025183600500002 8.8430989333000021 168.39662374755002 14.351157895250003 310.49012963040008 200.96259924040001 21.377246852200006 2.7550643716500001 105.29077422085001 10.280351101500001 21.073645951400003 14.184966829400002 176.04981466085005
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 -1 -7 8 -3 -10 -9 12 13 14 -8 25 24 -13 21 -20 -21 -2 -23 -24 -14 27 -27 28 29 -16
right_child=1 4 -4 -5 -6 6 11 10 9 -11 -12 17 16 -15 15 -17 -18 -19 19 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0042059062752095189 0.0019223648646626498 0.00092958580095442 -0.0040628806340802931 -0.0045055376939881989 0.0055344171328294833 -0.0063323913761250171 -0.0054604286256026129 -0.0021137841132537641 -0.0035461270647834781 0.0047310965618304456 0.0044897085849282614 0.0022811985808185958 0.00076606413635748097 0.0047592171636153067 -0.0038379047269139076 -0.0065517940439402773 0.0013785297806039503 -0.0061956943648550852 0.002598280215347836 -0.00014222008708650858 -0.0080068885807065854 -0.0064709919850647526 -0.0024776456160786188 0.0036596848229216482 -0.0061534037241496257 0.0054381613367988565 -0.0059494636313134853 -0.0012761022936189927 0.0035423954421722253 0.0036913028834569916
leaf_weight=5.7980650961399069 161.54140628874302 13.816476343199609 12.214656775817273 9.0129126571118814 3.4549674391746512 3.8827225752174845 9.8674369417130929 4.6398264057934266 26.084468670189384 2.7815486937761298 7.5016315281391144 2.1155878119170648 4.1219835206866247 5.2844496443867675 6.1609256863594073 3.716483747586607 59.3655168376863 5.9872204475104809 6.3862139880657178 3.7680097669363022 4.0517635568976402 5.1500054374337223 7.6737723723053959 11.943369872868059 4.2057266216725111 1.3150558620691288 5.7032305411994457 27.437986617907882 14.844830784946678 3.0246235392987728
leaf_count=17 570 72 319 197 9 58 135 27 224 7 24 12 29 14 71 56 344 96 20 16 28 32 41 41 65 6 107 188 60 15
internal_value=0.000279255 0.00101249 -0.000751696 -0.000516338 -0.000403262 -0.000295532 -0.000461736 -0.000777451 -0.00155791 -0.00274853 0.0019662 -0.000312901 -0.000107911 -0.000966551 -0.00138638 -0.000740107 0.000873282 -0.00398244 0.00142397 -0.00115337 -0.00421725 0.00162049 -0.000348428 0.0012589 -0.00272846 -0.000370808 -0.0038157 9.89411e-05 0.00166897 -0.00135868
internal_weight=442.853 258.793 184.059 171.845 58.2789 162.832 157.034 54.824 42.6825 28.866 12.1415 153.151 145.048 77.355 72.0706 62.2031 67.6932 8.10281 200.515 14.206 7.81977 186.309 24.7671 19.6171 8.32771 58.4867 7.01829 51.4684 24.0304 9.18555
internal_count=2900 1111 1789 1470 363 1273 1256 354 303 231 51 1198 1090 652 638 503 438 108 748 64 44 684 114 82 94 447 113 334 146 86
is_linear=0
shrinkage=0.0052403


Tree=124
num_leaves=31
num_cat=0
split_feature=16 16 10 18 3 16 6 15 7 5 15 13 7 9 19 13 0 5 15 10 16 10 15 6 12 2 6 7 10 9
split_gain=5.9157 3.92124 4.07902 4.06204 3.49105 3.7034 3.38869 5.30521 3.30141 4.65941 2.2944 4.24335 3.77158 2.55994 5.31108 4.67556 5.01482 6.83843 5.36156 4.30446 8.92706 4.93257 4.46851 4.21744 4.27472 3.50201 4.26866 4.69492 5.26545 4.48356
threshold=11.934972090850001 10.664975060650002 90.740838818900016 17.248993197150003 108.48197402175002 21.084950694200003 4.9151148409000003 17.382777826050003 20.562096111400006 2.0136466570000002 46.574831689400007 117.61735474900001 23.539316666200005 188.53841931785004 14.451165964200003 98.362617618700014 85.716110573100011 30.133297129900004 40.452545866750008 64.434276012450013 21.084950694200003 62.837331883000012 39.940798674500009 16.505385645700006 114.00770670190001 107.86920410340001 16.515385879350003 23.102607264700001 62.079186690200011 202.37225149245003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -6 7 -2 -1 -10 13 -12 -13 14 23 -15 17 18 -17 21 22 25 -21 -8 -25 -18 27 -27 -29 -30
right_child=4 -3 -4 -5 5 -7 10 -9 9 -11 11 12 -14 15 -16 16 19 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.016002514733822356 0.0032997338171628955 -0.017343551844995978 -0.014710964121926075 0.012181672492114199 -0.02051801362931718 0.020865699141505812 0.0052815645524346838 -0.02040640445325476 0.024459541218684055 -0.017848179035648289 -0.01817609104743623 -0.011530709949443734 0.012082727147042076 -0.01403749098148027 0.015144940216847171 -0.024056539002150108 0.012251134521642672 0.016956159878760292 -0.0027397887859497618 0.0019611973591637136 -0.027112713215457756 0.014648183725311629 -0.015786649353546994 -0.031259458916054472 -0.0018787648936746935 -0.0075991016435641434 -0.0093873036533094461 0.013683627809378136 0.007787383148334351 -0.010570340033070062
leaf_weight=1.8506010361015848 7.063949126750229 8.9636715110391361 7.1231638863682738 7.5786508098244658 4.4421808188781133 0.900373876094818 59.798254583030939 6.0821915417909622 1.0515113472938535 6.3042390756309032 5.4984133346006265 3.9972008317708951 5.6540931388735771 6.7094916105270377 14.771258130669592 7.301531929522759 13.035209029912947 3.366670534014701 9.272243916988371 121.04380065202713 3.9650951251387587 17.17889566719532 5.119037400931119 1.9359302688390041 14.982052125036715 9.7752063050866109 10.141297064721583 19.28915673494339 10.638046905398371 8.1227627843618375
leaf_count=12 58 166 270 47 124 3 331 167 2 112 76 38 18 88 42 71 38 9 53 678 25 54 44 23 118 47 49 60 38 39
internal_value=0.000716168 -0.00684827 -0.00291337 0.00209325 0.00138806 -0.0135437 0.00160677 -0.00766814 -0.00621152 -0.0118003 0.00195356 -0.00512969 0.00230293 0.00227251 0.00492826 0.00128064 0.00171202 -0.00721989 -0.0121308 0.00252787 0.00037712 0.00570172 0.00124108 0.0029611 -0.00524081 0.00353712 0.00157756 0.00390265 0.0068575 -0.000160858
internal_weight=402.956 32.8718 23.9082 16.785 370.084 5.34255 364.742 13.1461 9.20635 7.35575 351.596 15.1497 9.65129 336.446 91.4875 244.958 238.249 19.9404 16.5738 218.309 130.128 88.1806 126.163 76.7162 16.918 71.0017 57.9665 47.8252 38.05 18.7608
internal_count=2900 609 443 173 2291 127 2164 225 126 114 1939 132 56 1807 514 1293 1205 133 124 1072 747 325 722 472 141 271 233 184 137 77
is_linear=0
shrinkage=0.0186065


Tree=125
num_leaves=31
num_cat=0
split_feature=16 5 5 10 17 4 0 10 8 0 19 17 9 5 19 16 16 16 18 12 5 5 10 17 6 13 8 14 8 0
split_gain=12.7265 4.92747 4.64325 6.64396 7.4533 5.26814 4.91029 5.7674 5.82759 8.76493 5.10657 4.70981 4.40316 4.22819 5.35706 4.18147 4.17349 4.09147 4.91149 3.96113 3.92898 3.90513 5.71099 3.84644 5.09699 5.08506 3.45253 6.01546 4.58268 4.1325
threshold=18.594956516900002 23.721757872050002 7.7286379265000011 74.986474174450009 195.53954078470002 195.32149859550003 98.615332683000005 78.220689305400015 5.445750190600001 103.44649194340002 13.351077205700003 242.64190980425005 227.14331114760003 14.515626273450001 12.050972309250001 11.934972090850001 16.554961287300003 12.644970430600003 17.383654746850002 207.71672397260002 16.579584939650001 5.2595069053500012 90.740838818900016 197.94573456765002 22.585527707250005 116.59305220125002 8.8430989333000021 168.39662374755002 9.0429429770000009 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 21 4 5 -4 19 10 -9 13 -8 -11 23 14 17 -7 -16 18 -10 20 -5 22 -1 24 25 -3 29 -28 -29 -2
right_child=1 12 3 6 -6 15 7 8 9 11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00032079669982752561 0.0019264135330548987 0.0013626875710460427 -0.0044261702079327779 0.0023018819352806602 -0.0064417858172462908 -0.0040315589080284694 -0.0060628324803563361 0.0035229925109504577 -0.0050722191600087807 -0.0061703041947795334 0.0016698770080074993 0.00064937206749996401 0.0055161028607405554 -0.0038264262918755771 -0.0056633357153983059 0.00056550949106146998 0.0022855742340331859 0.0053603992969782476 0.00469226093753769 0.0046154717618174688 -0.0031099071214840185 -0.0058422705429640636 -0.0056722812490026782 0.0019794227411250812 0.0053692791286282402 -0.003100694845802489 0.0027632809485881394 -0.00029148869957630808 -0.0083844729554411416 -0.00041635374873208442
leaf_weight=14.62229591980577 164.04204649478197 9.5609624199569208 10.319438325241206 12.464692555367952 8.3653635457158071 6.6463216990232459 8.0775672495365125 12.642634499818085 2.8460899740457632 9.4075502678751928 3.4149139747023574 4.0807126462459555 3.3893089741468421 4.2356711290776721 3.8744563125073901 34.05224416218698 3.5639870017766953 11.473614379763601 2.9466829933226109 11.872268937528132 5.405331101268529 8.0999702829867584 6.4356548320502034 11.594331867992876 2.844331130385398 28.73199824988842 6.327462509274481 4.0949823707342148 3.7831553146243095 24.29493173211813
leaf_count=116 565 41 137 47 115 93 79 59 33 177 21 40 9 40 34 268 16 33 11 39 32 192 207 49 7 252 20 18 26 124
internal_value=0.000289797 0.00104895 -0.000772518 -0.000408902 -0.00180356 -0.00104304 0.00045106 -0.000349114 0.000363747 -0.000577623 -0.00376511 -0.00410709 -0.000341097 0.00106735 0.0019064 -0.00018522 -0.00185477 0.00352672 -0.000105198 0.00224187 0.000664922 -0.00271406 -0.00151079 -0.000717567 -0.0014777 -0.00198628 0.00143411 -0.00108611 -0.00417782 0.0016242
internal_weight=443.511 258.664 184.847 155.69 59.3834 51.018 96.3062 66.5639 55.0714 42.4288 11.4925 13.4883 56.1209 28.9405 24.7048 40.6986 7.43844 17.2664 5.79277 29.7423 17.87 29.1579 21.058 52.7316 41.1373 38.293 202.543 14.2056 7.87814 188.337
internal_count=2900 1111 1789 1274 613 498 661 543 443 384 100 217 358 167 127 361 50 77 44 118 79 515 323 349 300 293 753 64 44 689
is_linear=0
shrinkage=0.0053014


Tree=126
num_leaves=31
num_cat=0
split_feature=16 5 10 17 4 5 9 2 13 7 18 16 16 5 19 2 13 6 18 18 13 5 10 16 18 17 18 12 10 0
split_gain=12.0076 5.28289 5.74833 7.24 5.2137 5.17867 4.80928 4.66434 8.22528 6.63233 5.41649 6.71115 5.23886 5.08062 4.11542 4.53705 3.91473 5.25241 6.82505 3.86773 11.1974 3.78035 5.60004 3.54942 4.11987 7.9626 3.40518 3.97472 3.34971 13.0439
threshold=18.594956516900002 7.7286379265000011 74.986474174450009 195.53954078470002 195.32149859550003 23.803605515150004 227.14331114760003 205.16057895720004 95.870416931800023 26.367140210550001 17.327266398450003 15.919962772200003 14.184966829400002 13.361597395450001 12.751028791950002 203.55719022600002 116.59305220125002 22.585527707250005 13.278511569200001 15.556223714900002 104.02719889955002 5.2595069053500012 90.740838818900016 22.674946976100003 13.400856420150001 199.88268747760003 17.248993197150003 327.98456567570003 66.697957758300021 92.031298721500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 4 -3 28 16 8 -4 -9 11 12 13 -10 -6 -16 -7 18 -18 20 -14 22 -1 24 -20 -26 -11 -28 -2 -30
right_child=5 2 7 -5 14 6 -8 9 10 26 -12 -13 19 -15 15 -17 17 -19 23 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00024035846520930744 0.0020468823494175933 -0.0048072509791622009 -0.006626218225261403 -0.007088247286460154 -0.0015533282148860854 0.0021903258065915426 0.0062530327006862394 0.0040717284501537981 0.0024431497600003339 -0.0076371944150813338 0.0053516755174137154 -0.0057622210019371758 -0.0085395606820888089 -0.0074645080710319224 0.0039735780697219125 -0.0037537898044517418 -0.0051586107099481238 0.0059179933085538481 0.0031209801974390601 0.0034773162860117219 0.0032990019865032005 -0.0065309819879393795 -0.0063339944073546074 0.0035477952665589202 -0.00948177778988437 0.0012558849076016254 0.0024677238797303457 -0.0049626821818884656 -0.0075531878024167809 0.0014072751101835551
leaf_weight=14.508624803274875 147.56381279230118 10.174373079091309 6.8386426717042914 7.9274088423699132 25.35959392413497 11.044906329363583 3.4792711287736884 23.23053215444088 2.8682154677808276 2.2939112149178973 6.3921711370348921 7.0071148835122576 4.2968719601631182 4.861433420330286 12.226158598437904 3.3804042525589457 16.801427513360977 2.8672008812427512 4.2049185447394875 17.20102372020483 7.9117944836616516 8.1979345642030221 6.5563247930258504 6.4448771178722373 4.6150254067033512 5.0309174619615078 8.2908845394849759 3.5980273187160483 6.4476999416947356 46.480576232075691
leaf_count=116 517 137 152 115 234 46 9 88 14 26 21 71 40 60 78 49 184 7 20 65 24 192 207 23 40 22 62 38 40 203
internal_value=0.000322977 -0.000830331 -0.000393026 -0.00183859 -0.00102483 0.00115126 -0.000462626 0.000507765 -0.000549726 0.00212954 0.000272516 -0.000462919 0.000536905 -0.00378811 -8.54243e-05 0.00229982 -0.000920692 -0.00178048 -0.00237549 0.00167363 -0.000867611 -0.0031296 -0.00180586 -7.15332e-05 -0.00175563 -0.00388147 -0.00105165 0.000219006 0.00158987 0.000315715
internal_weight=438.102 183.121 153.859 59.0679 51.1405 254.981 54.4885 94.7906 57.3773 37.4134 50.5386 44.1465 37.1393 7.72965 40.9662 15.6066 51.0093 39.9644 37.0972 29.4097 12.2087 29.2629 21.0649 20.2957 13.8509 9.64594 14.1828 11.8889 200.492 52.9283
internal_count=2900 1789 1274 613 498 1111 351 661 447 214 295 274 203 74 361 127 342 296 289 129 64 515 323 105 82 62 126 100 760 243
is_linear=0
shrinkage=0.00590365


Tree=127
num_leaves=31
num_cat=0
split_feature=16 13 6 7 10 15 13 13 6 13 12 19 16 18 10 7 5 2 13 16 19 19 3 18 17 18 2 15 10 10
split_gain=5.72108 3.35173 3.33355 3.23269 4.32831 3.10976 2.97797 5.4614 3.93127 4.33719 4.27632 5.09939 4.69801 5.83681 3.83533 3.73394 5.65623 5.27807 4.92413 4.93981 4.55648 4.39555 4.62908 7.39615 4.13378 3.78599 4.17165 3.77403 3.28992 3.40429
threshold=18.594956516900002 73.376087754350024 15.675366252400002 19.468732114900003 65.555363052850012 32.540328261750005 108.61908538635001 106.77211465075001 13.665319288000001 103.58091484995002 211.56805207830004 12.651020723000002 15.444963882950001 15.974481919500002 68.214248143850014 22.969987962250006 15.299679811400003 234.61110956795002 98.238948544700023 9.6249774926000011 12.651020723000002 11.250907757600002 75.559115756250023 16.118666550000004 180.19381692845005 15.7619177074 82.092636011950006 20.044580420600003 90.740838818900016 103.35777282510001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 9 14 11 12 13 -10 -6 17 18 20 19 24 -16 -21 23 -23 -17 26 -20 -25 -26 -30
right_child=-2 2 -4 4 5 -7 -8 -9 10 -11 -12 -13 -14 -15 15 16 -18 -19 25 21 -22 22 -24 27 28 -27 -28 -29 29 -31
leaf_value=-0.022955871763207417 0.0028332367010993485 0.014697973922505556 -0.01578322950125827 -0.02475710016771894 -0.024916517139302485 -0.022825904261173861 0.013418527715746963 -0.020411249378855158 -0.017716287785486416 -0.019534544743974414 0.018349051782128582 -0.017291395775779997 0.023542726697800435 0.014550822369844698 -0.018993381562226418 -0.023089196623747619 -0.026881412041967506 0.016895866290625276 0.010964604049024766 -0.024125709983769564 0.011729448129101082 0.015571212384863847 -0.025452257407966361 -0.023775618323104344 0.016548788609038169 0.0092080547585932145 -0.025607427761765354 0.0020873677401751123 -0.022196296983695993 0.027122894161379814
leaf_weight=3.2725582262501112 238.01195755321532 5.3409047089517108 6.9755827765911809 3.4171627592295399 2.8643945567309848 2.7904157135635606 6.1034642793238154 6.1758806072175494 4.7353399246931129 5.951478771865367 8.8000105135142785 4.9192831702530375 4.9358944594860068 4.8935003206133842 4.5267094168812054 1.9521968392655242 3.9344855248928061 11.056887745857237 2.3331798035651472 7.650436075404289 3.8219191804528236 6.87549881264568 4.1130039989948264 5.525258678942917 8.0381815414875728 22.272903133183718 3.1419247500598431 4.3125692550092936 2.2078239191323514 0.82543257437646378
leaf_count=145 1111 18 197 58 38 66 22 60 33 67 31 38 11 16 65 58 51 44 14 165 36 36 75 117 40 108 58 47 69 6
internal_value=0.000782414 -0.00219821 -0.00177495 -0.00113843 -0.00170924 -0.00116518 -0.000739427 -0.00137545 -0.000468946 -0.0023741 0.00636143 0.000947184 0.00710732 -0.00131773 -0.00130414 -0.000573651 -0.00271622 0.00750648 -0.00134322 -0.00586096 -0.00492878 -0.0106951 -0.00576145 -0.000915717 0.00470914 0.00541357 -0.0100225 -0.0124382 0.00961075 -0.00877519
internal_weight=401.776 163.764 160.492 153.516 148.175 144.758 141.968 135.864 129.688 101.404 28.284 19.484 14.5647 9.62884 95.4528 92.5884 73.1829 19.4055 69.2484 41.5004 8.34863 28.4768 20.8263 16.7133 13.0236 27.748 5.4751 9.83783 11.0714 3.03326
internal_count=2900 1789 1644 1447 1429 1371 1305 1283 1223 1094 129 98 60 49 1027 989 844 145 793 613 101 440 275 200 173 180 72 164 115 75
is_linear=0
shrinkage=0.0207191


Tree=128
num_leaves=31
num_cat=0
split_feature=5 5 10 17 4 7 3 6 3 7 18 5 13 3 17 2 18 13 0 5 6 13 3 17 16 13 18 10 0 5
split_gain=5.07454 3.62423 4.44995 3.22109 5.55587 3.17268 5.70505 7.02155 3.40941 2.77426 4.94253 5.32148 3.92896 12.5946 5.21749 3.47489 3.72827 6.18371 4.3613 4.10584 4.03611 8.59893 3.37076 5.43739 3.94596 5.6823 5.8176 4.62089 14.2017 4.79029
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 166.83257850275001 171.27730165960003 19.041006859700005 101.23926781830001 22.585527707250005 108.3367972827 22.726915405250001 13.197799034350002 22.553892743650003 109.41218053485001 84.968719212850019 188.73286619890004 325.75432260090003 15.269763541350001 104.02719889955002 97.835679825150024 14.624842172000003 14.755344756250002 107.97116697695002 93.308316333450009 191.19232825540004 22.604947139800004 117.38883580790001 13.809421053700001 66.697957758300021 92.031298721500022 18.092020786850004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 -8 -5 -7 11 -11 13 15 -14 16 17 -12 -18 -20 21 -19 24 -24 25 27 -27 -16 -29 -30
right_child=3 -3 -4 5 -6 6 7 -9 -10 10 12 -13 14 -15 22 -17 18 20 19 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=0.0019542552672022918 0.0092983280824751671 -0.018774161622678868 -0.01826460546137483 0.01928494867794266 -0.012062299414778231 0.0042611208529082642 -0.023720979016458161 0.015331175471083584 -0.001521786746087325 -0.00092117429673463933 -0.022975122647460079 -0.024277172415303156 0.016557300017309786 -0.022943742316541692 0.0084886667421787548 -0.014118664721367108 0.010628500571506442 0.0037495173924469239 0.0036143295433233623 -0.0073474671965957708 0.015170920480432726 -0.02253866189259764 -0.024505119670784375 -0.00030104863201948172 0.0092463770264273673 -0.00090890602875875657 -0.025975938080160833 -0.029763958144798961 0.013072295374590086 -0.0039561241424925292
leaf_weight=12.901544863358145 5.1169376894831684 6.0941407568752757 4.4084514835849395 6.0568397101014835 13.047219104133545 83.148052947595716 5.5375743694603434 1.8553660511970518 3.9128858204931021 7.4720513038337213 4.537955945357683 4.8596915416419506 8.2382648736238462 7.548465382307767 30.406537875533104 4.7888870909810057 17.59655599668622 12.401190195232635 37.771228148601949 14.188353056088088 3.9655298367142668 5.3876020517200223 3.1719062291085747 23.995626089163125 28.349227510392666 8.8363186046481115 4.0873411893844596 4.4403287246823337 10.012948855757715 9.9336457550525648
leaf_count=118 47 192 207 24 223 426 103 5 34 31 54 54 24 102 107 52 85 58 332 118 12 65 22 126 105 34 27 33 30 50
internal_value=0.000594418 -0.00725163 -0.00319502 0.00108983 -0.0060449 0.00145747 0.00117627 -0.0139203 0.0111188 0.00150929 0.000601281 -0.0101253 0.00115322 -0.00129905 0.00317115 0.000324445 0.00104607 -0.00452719 0.00315277 0.000621044 -0.000678951 -0.00421225 0.00227628 -0.00312696 0.00380431 0.00152604 -0.00883681 0.00397023 -0.00166353 0.00459194
internal_weight=394.069 23.4041 17.31 370.665 18.1642 352.5 342.531 7.39294 9.96973 335.138 251.99 12.3317 239.658 108.186 131.472 100.637 95.8484 26.2923 69.5561 51.9596 21.7543 17.7888 123.234 27.1675 96.0663 67.7171 12.9237 54.7935 24.3869 19.9466
internal_count=2900 517 325 2383 270 2113 2055 108 58 1947 1521 85 1436 878 558 776 724 189 535 450 135 123 534 148 386 281 61 220 113 80
is_linear=0
shrinkage=0.0173738


Tree=129
num_leaves=31
num_cat=0
split_feature=16 5 9 5 10 17 4 16 0 9 16 19 0 7 17 6 13 5 18 6 10 0 15 3 13 3 8 8 12 5
split_gain=13.6263 6.94726 5.30049 4.94133 6.46278 7.36907 5.27758 4.40364 4.2798 5.85404 6.30243 8.91382 5.34117 6.92447 4.15904 5.23277 6.13192 4.13887 6.27301 4.80748 4.07077 11.5444 6.26736 5.65822 4.35794 11.823 4.31471 6.00093 3.66546 3.96413
threshold=18.594956516900002 23.803605515150004 226.28914430085004 7.7286379265000011 74.986474174450009 195.53954078470002 195.32149859550003 11.934972090850001 98.615332683000005 191.40721473735002 17.654958715000003 12.651020723000002 102.65877371115 25.852307279700003 197.94573456765002 22.585527707250005 117.47217800995001 5.2595069053500012 16.433295803950003 3.6650856341500009 66.697957758300021 92.031298721500022 36.168474401900006 89.227236891450005 109.41218053485001 84.807411725000023 8.8430989333000021 9.3427090425500019 207.71672397260002 16.579584939650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 14 17 5 6 -5 -8 28 -10 11 12 13 -11 15 16 -3 18 -1 -20 23 -22 24 -2 25 -23 -25 -28 29 -6
right_child=1 2 -4 4 8 -7 7 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0017653689238476199 0.0040889881678689418 0.00060478346858860684 0.0044711528609384004 -0.0037730453376666776 0.0020055990862359466 -0.0054683697346515677 -0.0035110631771010726 0.00054086975019691102 0.0015571417968516335 -0.0040304347818853831 0.0036599343032934924 -0.0057994249658360666 -0.0034709421698003702 0.0022951611087830286 0.0016115985192795292 0.0043951321721526892 -0.0032259853152882593 -0.005000356588864407 -0.0043123524496627239 0.003445152884681689 -0.0054170611696761238 0.0024397326497557128 -0.0036560345267684434 0.0016366787527450572 0.0029138531378194673 -0.0051245225223889145 -0.0039453029116578667 0.0026944379065175516 0.003903853766337062 -0.002703021371952918
leaf_weight=8.4101264849305206 17.901605226099491 12.758649695664642 4.109641268849372 10.106510138139127 11.926632754504686 8.2302780561149103 6.5290259774774304 33.333582177758217 23.748395761474967 4.6742649562656942 4.7210719287395468 8.9372092448174936 9.0808162055909616 14.296863023191689 11.012506846338509 2.8430396765470496 25.515316490083933 8.49135474860668 11.444076066836713 1.8954419270157803 6.4142093509435645 13.119999080896379 5.1811169683933249 122.11100021749735 23.276416465640068 6.1906581521034232 6.8370963856577855 4.6586299687623978 11.010966047644613 5.2378053702414027
leaf_count=50 52 69 11 137 47 115 93 268 150 50 19 101 158 65 47 7 217 192 259 14 40 47 38 412 69 49 39 14 39 32
internal_value=0.000284323 0.000943294 -0.000461915 -0.000663665 -0.000331961 -0.00151261 -0.000861072 -0.000122789 0.000401888 -0.000230939 -0.00124901 -0.00187556 -0.000625436 0.000736608 -0.000850814 -0.00151033 -0.001949 -0.00232908 -0.00128617 -0.00321007 0.0013275 0.000266151 0.00102928 0.00170706 0.00159929 1.47651e-05 0.00138791 -0.00125456 0.00187211 0.000568742
internal_weight=444.004 261.93 56.2392 182.074 151.833 58.1994 49.9691 39.8626 93.634 65.4586 41.7102 36.9892 28.0519 18.9711 52.1295 41.117 38.274 30.241 21.7496 13.3395 205.691 54.1824 47.7682 151.508 42.5871 19.3107 133.607 11.4957 28.1754 17.1644
internal_count=2900 1111 351 1789 1274 613 498 361 661 543 393 374 273 115 340 293 286 515 323 273 760 243 203 517 165 96 465 53 118 79
is_linear=0
shrinkage=0.00451168


Tree=130
num_leaves=31
num_cat=0
split_feature=16 4 8 3 16 13 15 6 16 5 7 15 16 6 18 18 19 15 8 8 6 10 9 7 6 10 12 15 7 17
split_gain=4.73225 3.57713 3.26879 3.09044 3.17667 2.94671 2.85713 2.71792 4.17339 3.77657 2.36965 2.26816 5.39225 6.29954 4.99399 3.8555 4.3684 3.26494 3.28403 4.93151 6.32712 3.14613 3.34927 2.60698 5.38157 4.41581 4.93685 9.40982 4.04696 3.72587
threshold=11.934972090850001 398.10712430820007 8.0437227585500022 108.48197402175002 21.084950694200003 73.376087754350024 13.612549286700002 5.0951190466500007 12.644970430600003 2.7861270712500006 26.752366550650006 44.920183738100008 22.824946625350005 16.505385645700006 13.278511569200001 13.482409244300003 14.451165964200003 42.914654887700003 8.8430989333000021 9.4426310644000022 16.355382140900002 61.93938686740001 199.21354841250005 24.390191290350007 8.0101871567500016 77.52437864960001 247.85609524425004 25.134223482700005 24.550696209100003 166.83257850275001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 8 -2 10 -10 17 13 14 -13 -16 -17 18 23 20 -20 -19 -23 25 -25 26 29 -28 -26 -9
right_child=3 5 -4 4 -6 6 -8 11 9 -11 -12 12 -14 -15 15 16 -18 21 19 -21 -22 22 -24 24 28 -27 27 -29 -30 -31
leaf_value=-0.01553323094527171 0.014669754405785581 -0.022303224787796335 0.006887377733446871 -0.021357065776174217 0.019175235481852768 0.013441228855079382 -0.0092156587052133736 -0.010205529859409044 0.017894973763839615 -0.021757717071129876 -0.011231071080332703 -0.023643997864346063 0.017835556850934593 -0.028073835334938891 0.015852123619121816 -0.018219101140332029 0.0072936385497707071 0.01920458529978088 0.0066221747604166634 0.0034656879489827924 -0.026110127510183104 -0.0066738316693107768 0.01384857100235856 -0.024280968108667495 -0.015062494458608229 0.018715702486508071 0.0069018765166357181 -0.024354340740832016 0.0016978883837224666 0.0048779307633808854
leaf_weight=15.792052184231585 2.6902745030820361 1.6357398834079493 2.9329874422401181 4.063135794363915 0.898118495941162 6.4593287566676718 3.1495452094823122 6.5145683940500012 1.9166904911398868 6.5739197675138712 2.3844330161809921 3.3974286168813803 3.8449182882904998 4.4146532099694005 5.3611002676188937 4.7667452245950681 5.4969874117523432 8.177729584276678 3.3400708511471766 10.924418067559598 6.860462561249733 6.0756078287959081 6.0246445536613464 3.393938595429062 5.8269204013049594 7.2420853972434989 7.886772505939005 6.8427701946347952 92.092335306107998 142.40312596410513
leaf_count=425 19 71 27 124 3 50 36 78 7 183 34 55 11 49 24 34 25 21 15 66 52 31 25 47 42 25 45 57 593 626
internal_value=0.000646142 -0.00679978 -0.0120214 0.00126702 -0.0140196 0.00189548 0.00601488 0.00148098 -0.00708044 -0.012461 0.00174824 0.00182168 -0.00357222 -0.00708425 -0.00221303 0.00244688 -0.00455514 0.00229092 0.00176768 -0.00564017 -0.0153922 0.00985971 0.00354415 0.00234258 -0.000136345 0.00381224 0.0031527 -0.00761854 0.000700522 0.00421809
internal_weight=389.384 29.9697 18.725 359.414 4.96125 11.2446 9.60887 354.453 13.5653 10.875 4.30112 340.887 27.2818 23.4369 19.0223 15.6248 10.2637 313.605 293.327 21.125 10.2005 20.278 12.1003 272.203 101.313 170.889 163.647 14.7295 97.9193 148.918
internal_count=2900 609 452 2291 127 157 86 2164 243 224 41 1921 198 187 138 83 59 1723 1646 133 67 77 56 1513 682 831 806 102 635 704
is_linear=0
shrinkage=0.0195037


Tree=131
num_leaves=31
num_cat=0
split_feature=5 3 16 18 7 15 16 18 0 5 16 15 6 18 13 16 6 19 16 6 9 7 0 9 5 13 6 3 17 7
split_gain=8.85883 5.15826 3.88459 3.93745 6.98398 3.82968 6.99453 4.32033 3.97285 4.85514 4.40489 3.86388 4.2519 7.70367 7.49618 8.14935 7.08657 6.73589 6.15883 6.08124 5.89939 6.68399 4.88476 5.30211 4.58568 6.73207 6.52743 5.59551 4.16256 6.41401
threshold=11.848158554650002 108.48197402175002 13.534968349350001 13.849588037450003 21.061418062900003 44.920183738100008 22.674946976100003 13.415872650200003 85.775256651950016 24.301614351200005 22.604947139800004 42.914654887700003 16.455384477450004 13.316069313700003 112.82921081865001 19.974953289850003 16.565387047600002 14.351157895250003 22.614947116400003 17.005397328400004 204.17620834730005 24.673428656250003 86.135510041400025 186.67271206880002 18.895511665650005 109.34496908160001 14.385336111050002 81.70761950055001 166.83257850275001 19.041006859700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 11 8 -8 -7 -10 -11 12 14 17 15 20 18 28 -15 -18 -4 -22 23 -16 25 26 27 -23 -14 -30
right_child=1 -3 5 4 -6 6 7 -9 9 10 -12 -13 13 16 22 -17 19 -19 -20 -21 21 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0027147407149973849 -0.0090912253375035161 -0.0062388331480042174 0.0023596399512876018 0.0070866110094881243 -0.003077023768795381 -0.010203363046761999 -0.0011596632015512755 0.008845515355428683 -0.0085543429964565834 0.0055761843719343458 -0.0054665283790423869 0.0045557006210585494 -0.010943567389896944 -0.014562051328094414 0.0040351455857945842 -0.0079035318283821494 0.0041839929446378481 0.0035182881615888964 -0.0018033740933392215 -0.0073482439752810564 -0.010024573744080443 -0.0016077793211346388 0.004709665266923257 -0.0058084176143511617 -0.0070754829683865334 0.0094861264298023353 -0.010930322154804184 0.0053994643262921006 0.005234004261165273 -0.0038687770567489691
leaf_weight=49.86125139053911 3.9942398872226503 6.2518554106354705 81.785050889477134 5.3718731850385693 17.583893220871687 5.1638142652809682 5.5702657960355264 4.970654159784317 4.7914269939064971 5.4722676053643209 3.6749199442565441 21.8404092323035 2.7937885522842434 5.6910183802247065 7.220464274287222 6.4571217671036711 7.0934325046837312 30.948337256908417 3.8675205260515213 4.5797551795840263 4.5865186825394622 21.438056888058785 59.337361603975296 6.1814214959740639 5.1329437699168912 4.7390398085117331 3.262153908610343 10.252635696902869 7.094625853002074 14.02297282963991
leaf_count=777 75 127 415 18 184 68 36 12 30 23 29 77 43 41 25 41 24 107 16 31 40 149 193 31 63 11 30 45 28 111
internal_value=0.000372765 0.000787527 0.000907904 -0.00194249 -0.000698634 0.0011352 -0.00154308 0.00355836 -0.00435811 -0.00219263 0.00113973 0.0013927 0.00115156 -0.000428814 0.00172313 0.000652675 -0.00441894 0.00111544 -0.00939971 -0.000340463 0.00107379 -0.00105454 0.00374888 -0.000505052 -0.000136715 0.000760604 -0.000422435 0.000659218 -0.00199455 -0.000810625
internal_weight=421.031 371.17 364.918 26.95 22.9558 337.968 29.6433 10.5409 19.1024 13.9386 9.14719 308.325 286.484 76.0915 210.393 137.654 21.2317 54.8597 9.55854 11.6732 131.196 49.4113 72.7392 13.4019 44.8248 39.6919 34.9528 31.6907 23.9114 21.1176
internal_count=2900 2123 1996 277 202 1719 198 48 150 82 52 1521 1444 401 1043 794 112 289 57 55 753 338 249 56 298 235 224 194 182 139
is_linear=0
shrinkage=0.00780139


Tree=132
num_leaves=31
num_cat=0
split_feature=16 7 6 15 0 6 6 4 18 9 13 5 0 13 6 6 5 9 0 16 18 3 9 5 3 16 7 14 9 9
split_gain=4.37725 2.80295 2.82939 2.71524 2.69178 4.28739 4.11338 3.90288 3.49773 5.41284 3.61858 3.49287 3.49185 7.1752 3.02537 3.47104 5.99205 3.74958 2.92354 2.71119 3.3403 2.66964 2.45789 3.2128 7.66662 5.09048 5.07866 5.29518 4.34078 5.2667
threshold=18.594956516900002 29.973557588500004 15.675366252400002 32.540328261750005 86.530713386650021 16.375382608200002 16.285380505300001 390.96858665540009 13.849588037450003 196.26893085885004 109.57886493895002 20.361635946650004 96.249489528150022 109.34496908160001 16.455384477450004 16.285380505300001 20.950952025950006 194.04304600165003 87.181320254150009 22.644947046300004 14.117867417450002 97.300676657200015 186.67271206880002 30.133297129900004 94.92945658615001 22.704946905950003 23.789355599150003 168.39662374755002 201.78065190905002 199.82130058355003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 11 14 10 -10 -7 13 -11 15 16 -6 -18 -16 20 -15 -4 -13 24 25 26 27 -24 29 -29
right_child=4 -3 21 -5 8 7 -8 -9 9 12 -12 22 -14 19 18 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00060244599822719541 -0.0016468126488822291 -0.019150619350438072 0.0097382371650317524 -0.019986001705770168 0.013784301393673218 0.016154110293143523 -0.02964493981015694 -0.017823620043938379 -0.024303009179312437 -0.01768789101585775 -0.0026809139512006964 0.0053276659784120498 0.015033514324087137 -0.0079400176250880722 -0.010748146134392345 0.019411488323257571 0.0060522108884471142 -0.017463912263977043 0.0090540960717326487 0.014583982070444724 0.0049812379011901003 -0.019473588240380393 0.011784031103385658 0.014017616222819412 -0.021789532295217146 0.014043831785028334 0.016069671803964816 -0.0080396411225231567 -0.023969322255865226 0.011076073351329868
leaf_weight=142.25132238958031 4.1370827369391909 3.0677712298929682 1.3259236551821221 2.4683218356221905 15.52499069273472 5.3304649442434302 3.0682458579540253 3.5512633193284264 3.8591209314763528 5.5311749875545493 7.9552837610244751 29.151475980877876 8.0511392280459386 8.2673758715391141 4.9824672415852529 10.547850675880907 4.882944777607916 4.2643437832593918 5.0299770459532738 7.3418296203017226 35.814141776412725 5.053265861235559 5.9652887359261504 4.4126075953245154 6.0253872759640208 7.4685058593749991 4.5896455422043791 26.171508939936757 4.3703304212540379 5.9365217238664618
leaf_count=1363 22 164 11 65 51 15 29 38 42 45 37 157 25 38 24 28 18 23 17 28 147 186 18 13 49 24 13 158 34 18
internal_value=0.000582051 -0.0018115 -0.00145947 -0.00093305 0.00217101 9.47593e-05 -0.0135693 0.00105087 0.00404527 0.00166513 -0.00974367 0.00172505 0.00373861 0.00214195 0.00808755 0.0106141 0.0068531 -0.00491069 -0.000800043 0.00427488 0.00255789 -0.0134019 0.000907617 -0.00107654 -0.00217695 -8.7036e-06 -0.00224013 -0.00422006 -0.00683721 -0.0045053
internal_weight=386.398 154.167 151.099 144.72 232.231 110.178 7.20533 102.973 122.053 76.8201 11.8144 99.4217 65.0057 56.9545 45.2326 35.2201 24.6723 9.14729 10.0124 51.4233 44.0815 6.37919 94.0913 64.9398 60.5272 54.5018 47.0333 42.4436 36.4784 32.108
internal_count=2900 1789 1625 1428 1111 588 51 537 523 362 79 499 283 258 161 120 92 41 41 213 185 197 484 327 314 265 241 228 210 176
is_linear=0
shrinkage=0.0183229


Tree=133
num_leaves=31
num_cat=0
split_feature=16 5 6 5 16 16 9 16 16 3 17 7 17 9 0 0 4 7 5 16 13 16 19 3 17 10 6 17 0 7
split_gain=14.5903 5.38284 4.81932 6.11822 5.81894 7.57247 5.52472 9.46678 8.73641 6.33634 5.00627 10.2601 4.83532 4.77872 4.74214 11.8603 4.58015 6.08498 5.20428 4.56542 10.743 10.7925 9.74235 7.34173 4.03867 4.15925 4.01339 4.00229 4.34411 5.21016
threshold=18.594956516900002 23.721757872050002 15.675366252400002 11.848158554650002 15.919962772200003 13.534968349350001 191.87997069285004 17.844958270700005 18.384957008000004 83.960547413900017 192.2469332606 27.764933725700001 174.63059628235001 226.28914430085004 93.972365491700018 96.249489528150022 323.29283506040002 21.330714749000006 13.999568943650003 19.214955067100004 112.82921081865001 19.974953289850003 13.851117550450002 89.227236891450005 197.94573456765002 57.729261435100007 16.455384477450004 180.19381692845005 103.82556453975 27.952168727600004
decision_type=2 2 2 2 2 2 2 2 2 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 3 27 5 16 9 -8 10 -6 -9 -12 -11 24 19 -16 18 -18 -5 -2 21 22 -21 -22 25 -3 -26 -1 -29 -30
right_child=1 13 -4 4 6 -7 7 8 -10 12 11 -13 -14 -15 15 -17 17 -19 -20 20 23 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.004523900768191931 0.0034765995240131861 0.00047129967473416817 -0.0033821187919379245 -0.0002198901329844041 0.0044133135683768043 0.0014605552507906943 -0.0048086146666901216 0.0043768945287766762 -0.0050972052321337259 0.0007223507571203063 -0.0048215264520471051 0.0050524323491939463 -0.0055686756374744668 0.0039087584799704237 -0.0026536322070479833 0.0028575032599102773 0.0034538223639119466 -0.0019678168422424779 -0.0047212449382474514 -0.003486157093494105 0.0038403347125679477 -0.0067156085500707447 0.00394925756215806 0.0011723874275202039 -0.0014759676052872968 -0.0021542606463881967 0.003314250915161355 -0.0033350349864456107 0.00070615680071334068 -0.0024070850176256481
leaf_weight=6.4469286259263745 14.720829993486403 15.230569116771219 9.3572430685162526 8.2019921448081785 5.0457808673381797 56.172570031136274 12.354393228888513 5.3484220542013663 4.2703162953257552 6.6164608262479288 4.0198369808495045 2.8218431174755096 2.7145301103591919 4.0347284674644461 15.486132688820364 10.20701342076063 6.4672822095453721 6.5794086493551731 7.9870664179325095 5.4775601476430911 18.529870681464672 5.0507886484265319 5.6296611130237579 132.0766798555851 4.4612534381449205 25.288847014307976 7.2072466760873795 11.278460128232835 21.711717104539275 13.885305047035216
leaf_count=155 40 93 197 66 12 240 123 17 52 34 52 6 27 11 96 31 22 53 120 31 49 37 13 456 25 205 24 171 190 252
internal_value=0.000230253 0.000836165 -0.000604116 -0.000461228 7.48731e-06 0.000607909 -0.0011798 -0.00218253 -0.000211524 0.000829928 0.00149998 -0.000749023 -0.00110781 -0.000253063 0.00113175 -0.000464245 -0.00103034 0.000719705 -0.00244069 0.0013577 0.00117066 -0.00190505 0.00028246 0.00150064 -0.00057482 -0.00116736 0.00148279 -0.00159165 -0.00118837 -0.000508223
internal_weight=454.681 263.401 191.28 181.922 128.6 85.4083 43.1916 28.8148 16.4604 14.3768 12.1901 6.84168 9.33099 56.2226 207.179 25.6931 29.2357 13.0467 16.1891 181.485 166.765 16.158 11.1072 150.607 52.1879 40.5194 11.6685 53.3224 46.8755 35.597
internal_count=2900 1111 1789 1592 824 501 323 250 127 73 75 58 61 358 753 127 261 75 186 626 586 81 44 505 347 298 49 768 613 442
is_linear=0
shrinkage=0.00396922


Tree=134
num_leaves=31
num_cat=0
split_feature=6 6 0 0 10 17 0 5 9 8 5 5 16 10 5 3 8 17 15 10 5 5 9 15 19 9 5 5 5 5
split_gain=4.22804 5.97246 3.73896 3.78139 5.69786 3.65756 4.06288 6.02144 4.15063 6.50411 5.22975 3.38698 3.256 7.18992 8.10328 8.07105 4.46714 3.13145 5.27183 2.93633 2.97516 5.07601 6.85581 2.96639 4.80776 3.71317 2.83394 4.22402 6.07789 3.53771
threshold=13.665319288000001 13.775321858200002 97.835679825150024 85.716110573100011 62.00390986255001 175.17291212335002 93.972365491700018 16.579584939650001 196.26893085885004 7.943800736700001 18.725555412050003 17.369804050850004 19.214955067100004 66.697957758300021 17.671168838450004 89.227236891450005 8.1436447804000007 192.15389660515004 30.621577586100006 65.555363052850012 20.206488238950005 21.042547594650003 198.78883073475004 44.34858359035001 14.451165964200003 200.80358209610003 20.950952025950006 18.725555412050003 15.299679811400003 23.234643166550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 -2 3 4 -3 -5 12 -8 -9 -10 11 -11 -7 15 -15 -14 -16 -13 -19 20 -17 22 -22 -23 25 -25 27 28 -1 -28
right_child=1 2 -4 5 -6 6 7 8 9 10 -12 17 13 14 16 19 -18 18 -20 -21 21 23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.00163724494582563 0.019516108084917314 0.00019133752584142062 -0.018669814075120719 0.018144820196559237 -0.017596591634388366 0.015882033518592315 0.013302819687902652 -0.03082912214502162 0.024805607402720031 -0.018455560514056522 -0.028333240769267982 0.012887546834209956 0.021514384845053799 0.013918865322733759 -0.00095303954816099601 0.015178934437550832 -0.032144524904265177 -0.03232894988888748 0.011204496537494722 -0.011850576879641228 0.0010818195717604388 0.0069650040687262247 -0.033878760820519091 -0.0035777666336129351 0.0091622773320422322 -0.033237913797354017 -0.033146414856857605 0.010365520458645656 -0.019744817127923021 -0.0014669099324866733
leaf_weight=85.345253232866526 9.2970674186944944 50.943443915806711 4.3540086410939685 7.8329999968409529 10.531350038945673 11.095774291083215 7.9151915311813346 3.5017199888825443 3.0667504146695164 5.1301435083150926 5.369119979441165 6.7400939948856813 13.143072351813315 4.3570289835333815 3.30037062615156 10.594945102930067 6.8306442275643349 2.5830134004354477 2.8198622651398182 5.8942725211381903 8.3916569203138334 65.434869199991226 4.0209794491529456 5.464984932914378 7.7236657105386248 3.2692512236535549 3.272449927404522 11.902274901047347 10.040380187332628 3.5743005461990833
leaf_count=1081 34 422 36 29 147 47 29 40 13 36 81 25 42 13 16 35 50 25 17 28 34 238 26 37 39 27 43 73 114 23
internal_value=0.000674947 0.00217844 0.00155922 0.00190333 -0.00285594 0.00340772 0.00278926 -0.00372893 -0.00834401 -0.0052814 -0.00935649 -0.00345782 0.00440771 0.00348796 -0.0111863 0.00520336 -0.0219833 0.0028784 -0.00960803 0.00326845 0.00411798 0.00287531 -0.0102434 0.00486374 -0.00349067 -0.0146797 -0.00287657 -0.00200026 -0.00354326 -0.0166083
internal_weight=383.741 269.606 260.309 255.955 61.4748 194.48 186.647 37.1259 29.2107 25.709 22.6422 17.2731 149.522 138.426 14.488 123.938 10.131 12.143 5.40288 110.795 104.9 94.3054 12.4126 81.8928 16.4579 8.73424 114.135 107.288 95.3856 6.84675
internal_count=2900 1566 1532 1496 569 927 898 266 237 197 184 103 632 585 79 506 66 67 42 464 436 401 60 341 103 64 1334 1268 1195 66
is_linear=0
shrinkage=0.0220144


Tree=135
num_leaves=31
num_cat=0
split_feature=5 3 16 19 15 16 6 18 17 19 15 6 13 16 18 6 16 17 19 13 16 17 13 0 15 7 16 13 0 5
split_gain=8.97129 5.75865 4.45892 4.22817 4.05733 6.18144 7.07757 6.28556 4.11155 4.1218 3.63294 3.93496 6.4747 7.82398 6.45569 6.95417 5.79397 5.57223 5.5042 6.42721 6.775 5.24066 5.01795 6.33435 8.00224 7.66829 6.53249 7.49313 8.00962 7.05495
threshold=11.848158554650002 108.48197402175002 13.534968349350001 10.550851274900003 44.920183738100008 22.824946625350005 16.505385645700006 13.278511569200001 193.63201810280003 14.451165964200003 42.80317728375001 16.455384477450004 112.82921081865001 19.974953289850003 13.316069313700003 16.565387047600002 22.614947116400003 188.07781354100004 11.850956171350001 109.72404167800001 19.214955067100004 186.67336014325002 109.34496908160001 95.762878606550018 29.049007317550004 24.101221167900004 18.764956119400004 104.27722550570002 98.615332683000005 13.697488545350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 6 7 -6 -9 -10 11 12 13 18 17 16 -16 21 -4 20 22 -13 23 24 -20 -25 27 28 -27 -30
right_child=1 -3 4 -5 5 -7 -8 8 9 -11 -12 14 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.0017963496247829956 0.0011309624871391878 -0.0043730058595498455 0.0040402023914988669 -0.0030929935482700908 -0.0065669112170597789 0.0049958352471998401 -0.0077322174653641686 0.0048776645350656509 -0.0047085991695385958 0.0016995106657739605 0.0029488273725103149 0.0001269979000342956 0.0024879806459028402 -0.0052487101212650667 -0.0094980723869020484 7.0794631163701477e-05 -0.0011083313024029407 0.0030038487035947171 -0.00032092450435402181 0.0035062202197363307 -0.0067041052745136038 -0.0069540472725841372 0.0040452661986578415 0.0052537916184201656 -0.0066014423556573993 0.002918246740294022 0.0054911605608811247 -0.0051777447487201559 0.0010058781027438408 -0.0048918599458251822
leaf_weight=51.822818768210709 11.018847040832044 6.5157712493091813 13.152128189802168 16.551927862688899 4.0474493764340975 4.0455388352274886 4.9110589530318967 4.8327951859682825 4.7433187589049322 6.8455115780234337 24.203595774248242 31.18077346123755 70.774089375510812 6.258574165403842 5.6017363891005534 11.346954291686414 3.8956893011927605 19.428979367017746 17.497634759172801 16.431203678250313 4.1039700210094443 3.2186826691031447 8.742100263014434 9.0402793623507005 8.3726977650076133 18.351520977914333 5.4503941386938086 8.3144858945161086 12.00874523073435 10.711953736841677
leaf_count=777 84 127 44 193 55 11 49 18 32 33 88 205 246 40 41 53 16 61 119 55 29 19 28 24 114 69 15 86 62 107
internal_value=0.000262993 0.000550187 0.000638053 -0.00140486 0.000804936 -0.00106945 -0.00203625 -0.000669637 0.000783868 -0.000923334 0.000983961 0.000816438 0.00118806 0.000523487 -0.000224732 -0.00272112 -0.00605674 0.000741964 0.0007968 0.000438408 -5.29268e-05 -0.00053556 0.000224221 -0.000147977 -0.00235356 0.000745282 2.02283e-06 -0.000603767 0.00032217 -0.00177468
internal_weight=423.421 371.598 365.083 27.5708 337.512 29.4257 25.3801 20.4691 16.4216 11.5888 308.086 283.883 209.21 138.436 74.6728 20.8444 9.49743 53.8284 132.177 119.025 102.594 34.3995 98.4898 89.7477 25.8703 63.8774 54.8371 49.3867 41.0722 22.7207
internal_count=2900 2123 1996 277 1719 198 187 138 83 65 1521 1433 1038 792 395 110 57 285 752 708 653 224 624 596 233 363 339 324 238 169
is_linear=0
shrinkage=0.00528337


Tree=136
num_leaves=31
num_cat=0
split_feature=5 3 16 19 15 13 7 19 6 6 10 0 18 5 0 9 19 5 16 10 16 3 19 16 9 17 17 19 12 14
split_gain=13.7336 7.62431 5.68071 5.43895 4.467 5.84609 5.99211 3.79097 6.75989 7.11245 7.18017 7.51739 6.50384 6.20709 5.81766 7.07634 10.7079 10.5804 4.66653 8.14638 10.1366 5.66784 5.66671 4.42172 4.34538 4.49267 4.23227 4.17549 3.70885 6.96283
threshold=11.848158554650002 108.48197402175002 13.534968349350001 10.550851274900003 46.574831689400007 117.61735474900001 23.539316666200005 11.850956171350001 13.665319288000001 13.775321858200002 70.182199495350019 96.055920542800024 13.809421053700001 13.264960807550002 85.716110573100011 190.24759545780003 13.351077205700003 30.133297129900004 19.214955067100004 66.697957758300021 19.974953289850003 89.227236891450005 13.851117550450002 15.259964315550002 206.50942114985003 201.96296776225003 195.53954078470002 14.451165964200003 212.36614019295004 414.62864134155001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -4 13 -10 14 12 -12 -9 15 16 -11 26 -16 21 22 -20 -21 -15 -13 -26 27 -17 -25 -30
right_child=1 -3 4 -5 5 6 -8 8 9 10 11 24 -14 23 18 17 -18 -19 19 20 -22 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=-0.0020074320583008069 0.0011846094477357392 -0.004376704678827093 0.0035112661712766832 -0.0031886863006379907 -0.0053199512206582172 -0.003661308069767479 0.0039585714287478316 0.0020580063126789381 0.005085120868163393 -0.0034753402001065779 0.0056716129643027777 0.0027766136403767827 -0.0040755842918089261 -0.0067637528700484331 0.0042219431799332009 -0.0028786178866448803 0.002977549486628235 0.0050786525409924057 0.0048937715177674694 -0.0026144810624708814 -0.0078291970776927546 0.0016027993959918617 0.0044654029945612288 0.00029960520945518918 -0.0061268316555933219 0.0010500989211807484 0.0004444107854416443 -0.0088563640659661234 -0.0065690364096809414 0.00089974362858647404
leaf_weight=58.623932907357812 12.157028496265413 7.6286355368793002 14.671897318214176 17.659660987555981 6.6358864624053266 4.5707730427384359 6.1004345118999481 13.009788163006304 11.404354929924009 8.7527534775435907 1.9194473475217844 14.613977473229172 17.868582641705871 4.3634737432003012 18.798949494957924 6.0793667696416396 25.422336354851723 3.7581271678209296 14.952758841216562 5.9232796281576174 4.9175902903079978 116.37012177705765 5.5392312705516815 15.878224313259127 3.4987098723649961 5.9882478471845388 3.5969473496079436 5.7634383700788021 7.2983353622257692 5.5741457510739565
leaf_count=777 84 127 62 193 76 38 18 56 33 104 4 50 178 43 54 52 87 9 43 30 37 407 15 101 27 35 17 46 64 33
internal_value=0.000263606 0.000604357 0.000703548 -0.00140558 0.000881562 -0.0016114 0.000694767 0.00100999 0.000895764 0.00119458 0.00102637 -0.000831848 -0.0031301 -0.000886952 0.00139729 -4.83591e-05 0.00132487 -0.00249291 0.00186069 0.00156017 -0.00178584 0.00197752 0.000806856 -0.00204396 0.00105513 -0.00159669 -0.00433587 -0.00578776 -0.00132764 -0.00333484
internal_weight=449.34 390.717 383.088 29.8167 353.271 17.3071 10.6712 335.964 321.292 275.168 263.764 43.889 19.788 46.124 219.875 53.373 34.1751 19.1979 166.502 147.703 16.3801 131.323 11.4625 33.1142 24.1009 9.48696 15.4398 11.8428 28.7507 12.8725
internal_count=2900 2123 1996 277 1719 132 56 1587 1525 1228 1195 294 182 297 901 315 191 124 586 532 82 450 45 241 112 62 115 98 198 97
is_linear=0
shrinkage=0.00503184


Tree=137
num_leaves=31
num_cat=0
split_feature=16 5 10 17 0 3 5 4 10 16 0 13 16 13 0 9 7 0 5 19 16 4 6 5 7 16 3 10 18 17
split_gain=13.638 5.7092 6.75198 7.86033 5.59106 6.60745 7.73446 6.38226 8.08849 5.45666 7.99644 7.7686 9.25995 9.11981 5.26881 6.81794 6.51825 5.91246 6.21036 6.14124 11.2749 5.25724 5.07413 8.19737 6.03745 4.7041 4.69839 4.80233 4.3893 4.13006
threshold=18.594956516900002 7.7286379265000011 74.986474174450009 195.53954078470002 86.530713386650021 88.727183679150016 21.072315829300003 248.34582299520005 62.041548276350007 18.744956166100003 96.249489528150022 109.51703040195001 19.974953289850003 113.05772975975002 98.615332683000005 191.40721473735002 25.582719811950003 103.44649194340002 14.515626273450001 12.050972309250001 17.654958715000003 195.32149859550003 16.455384477450004 22.443872254700004 23.477153707700001 11.934972090850001 93.308316333450009 61.944763783650011 15.974481919500002 242.64190980425005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 21 7 6 9 -2 26 -6 11 -11 -13 -14 -4 -16 -17 18 19 -18 -21 -3 -7 24 -24 -23 -9 -28 -20 -19
right_child=4 2 14 -5 5 22 -8 8 -10 10 -12 12 13 -15 15 16 17 29 28 20 -22 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0030486523625999624 0.0013120512951891852 -0.0046430667506623174 0.0024652031813406513 -0.0068295311891980849 0.0041991330483934627 0.0036801507584819692 -0.0060371096834289832 0.0043502903543325344 -0.0067008426895521986 -0.0048686057003489887 0.0047525562252972589 0.0042518066136751822 -0.0090624159192829404 0.0029671828263187717 0.0020206503093098778 -0.0071470323632248809 0.0043930805708545465 -0.0065331444309756235 0.0016191113480371016 -0.007713465251582498 0.0052818429110116161 -0.0043785005535305205 0.00056629919854205729 0.0054701758099997061 -0.0077494707550311293 0.00069592692106495296 0.00018632870748896518 -0.0045395510933299958 -0.0075901948300753381 0.0016036495328926998
leaf_weight=29.963857958093286 71.654668793082237 10.138433162122963 29.815746027976274 8.5455891713500005 13.337639614939688 63.711189150810242 5.1760948970913878 5.7034125700592986 7.3877423573285332 11.649666637182237 8.8115230575203878 10.960885345935823 4.376129798591136 3.561824157834053 24.45846926420927 5.8379282318055621 12.967331007122999 7.6080571059137565 2.5889490507543078 4.5248370133340341 3.8503638058900833 6.8350393548607817 7.6227711513638514 6.3203837126493445 4.2297876477241516 34.040452193468809 24.002295225858688 9.2939435113221389 4.2756886444985867 2.6105978265404701
leaf_count=515 298 137 118 115 39 196 38 16 72 83 26 29 31 12 150 66 49 137 17 41 12 93 27 16 26 268 124 78 43 28
internal_value=0.000328382 -0.000814633 -0.000391224 -0.00187499 0.0011622 0.00191767 0.000473986 0.000267735 -0.00134542 0.00111352 6.79234e-05 -0.00128333 0.000926715 -0.00366464 0.000505611 -0.000344576 -0.00165151 -0.000816591 0.000501286 0.00198671 -0.00173908 -0.00104503 0.00293804 0.000336311 -0.00240133 -0.000152599 -0.000330939 -0.0011328 -0.00411697 -0.00445441
internal_weight=445.861 188.061 158.097 59.5595 257.8 139.758 57.8738 118.042 46.3874 52.6977 39.36 30.5485 18.8988 7.93795 98.538 68.7222 44.2638 38.4258 28.2072 21.3425 8.3752 51.0139 81.8841 18.1729 11.8526 40.8755 38.9997 33.2962 6.86464 10.2187
internal_count=2900 1789 1274 613 1111 523 258 588 290 220 181 155 72 43 661 543 393 327 162 102 53 498 265 69 53 361 218 202 60 165
is_linear=0
shrinkage=0.00558194


Tree=138
num_leaves=31
num_cat=0
split_feature=5 3 16 19 17 4 19 0 9 7 5 10 0 15 6 0 6 2 9 8 7 9 15 8 16 9 6 16 10 3
split_gain=7.96216 5.39178 3.81975 4.40255 3.75574 5.21036 3.55259 4.89216 6.68052 6.24919 3.78728 4.5456 8.27822 5.52962 4.45888 4.11078 4.83696 4.5686 4.95787 4.46624 4.6588 4.68696 5.60666 8.32923 3.94275 4.09063 3.79224 3.44923 7.37805 8.71475
threshold=11.848158554650002 108.48197402175002 13.534968349350001 10.550851274900003 172.46189488870002 323.29283506040002 11.850956171350001 98.615332683000005 191.87997069285004 28.835073444300004 15.941372635650001 70.182199495350019 96.055920542800024 23.969938375100003 14.815346158200002 87.181320254150009 14.215332138950002 317.41815758785003 66.290220196950017 4.9461400813500012 20.778835947700006 202.80137809380003 41.657300687350009 9.5425530862500008 22.634947069650003 188.53841931785004 14.71534382165 19.214955067100004 66.697957758300021 89.227236891450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 -5 -4 10 -9 -10 -8 15 14 -14 -13 17 -17 18 -12 26 -21 -22 23 -23 25 -18 -20 -27 29 -29
right_child=1 -3 6 4 -6 -7 7 8 9 -11 11 12 13 -15 -16 16 24 -19 19 20 21 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0020174808223464161 0.0014926683462886923 -0.0050800989657096233 0.0039698310679984281 -0.0045987952315325329 -0.006276448468719973 0.0060057167145613297 0.0039350283343880669 0.004416589837539917 -0.004607261524664329 0.0055599214745687738 0.0057412045932410958 -0.0057533040779494107 -0.0034061111317009985 0.0033932935580676298 0.00052167957004856775 -0.002700573283934448 0.0064421110485534949 -0.0058958274594482609 0.0047690613058882416 0.0058789197166928308 0.0010155494027938735 -0.010561609024340177 0.0008318549371315253 0.0011757631155343113 0.0060935961479453397 0.0043073762402337963 -0.0059067098254261098 0.0062403846103373361 -0.0028040625972942084 7.0585531044393466e-05
leaf_weight=50.563104368746281 11.137803405523302 6.3049766998738042 13.84080236405134 4.400009864941242 8.9308398198336345 3.0014672875404358 15.905325278639792 5.3481419831514385 18.676691100001339 2.6596553418785325 7.0986253321170798 14.469697274267675 6.337652079761031 16.85915376804769 6.2423256412148467 7.2147717773914328 7.4668089076876631 4.178406609222292 1.5720544457435588 6.3862068634480229 93.933007195591927 5.6371651664376277 10.604031216353176 3.9667319543659687 10.810142979025839 14.286698989570139 6.9302744381129742 13.907052762806414 15.057771559804676 24.085987418889999
leaf_count=777 84 127 62 56 127 10 64 20 167 11 19 164 34 79 39 44 21 41 6 30 402 45 50 20 36 46 103 41 83 92
internal_value=0.000291285 0.000609156 0.000708536 -0.00151574 -0.00356733 -0.000298425 0.000891762 0.000758475 -0.00178532 -0.00333988 0.000990187 0.000821121 -0.00101052 0.00153561 -0.00386211 0.00116609 0.00217918 0.000495819 0.000692008 0.000414224 0.000720875 0.000432282 -0.00227894 -0.00571368 0.0025904 0.00208414 -0.00393279 0.0016009 0.000872042 0.00232899
internal_weight=417.813 367.25 360.945 27.4701 16.3323 7.40148 333.475 319.634 26.6845 21.3363 292.95 277.045 43.9088 23.1968 20.712 233.136 92.8292 140.307 136.128 129.029 120.527 114.141 20.2079 9.6039 85.6145 74.8043 8.50233 67.3375 53.0508 37.993
internal_count=2900 2123 1996 277 193 66 1719 1657 198 178 1459 1395 316 113 203 1079 363 716 675 656 547 517 115 65 319 283 109 262 216 133
is_linear=0
shrinkage=0.00620571


Tree=139
num_leaves=31
num_cat=0
split_feature=5 5 10 3 16 8 5 6 10 18 0 10 17 7 16 4 10 16 17 0 10 16 13 16 19 10 10 0 15 3
split_gain=4.82635 3.62975 4.40133 3.34374 3.07256 2.74303 3.26523 3.00606 6.19025 2.60445 4.77041 6.44574 7.21207 3.2337 7.18503 3.14622 2.28855 3.77927 5.98721 4.31218 6.64693 5.00407 7.6599 7.43862 14.6232 6.46479 4.58163 4.24983 3.65387 3.60759
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 108.48197402175002 21.084950694200003 1.6487133604500002 8.494960530800002 5.6401317807500009 87.184008712350007 17.108018746400003 98.615332683000005 78.220689305400015 201.37020668845003 24.390191290350007 14.034967180100002 371.16724128940001 75.403185184700007 18.594956516900002 193.52305340940003 96.249489528150022 70.284360904350009 19.214955067100004 112.82921081865001 19.974953289850003 13.751109481500002 66.318885161900013 65.630639880500027 87.181320254150009 27.838459342350003 92.751805500450018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -7 9 10 16 -12 13 -13 -15 -11 17 18 -9 20 21 -19 23 24 -23 26 27 29 -22 -24
right_child=3 -3 -4 4 -6 7 -8 8 -10 15 11 12 -14 14 -16 -17 -18 19 -20 -21 28 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001770962184114096 0.0067012420318880101 -0.017558587658656605 -0.017132361110453014 -0.017929254545715 0.015163725534291799 0.01426722878301522 -0.020804859146690523 -0.000263334800467368 -0.017871764337864571 0.010753940452851735 -0.0149151899762808 0.013893492434788183 -0.020852562249123699 -0.014778858829272054 0.010004038030747469 -0.00429144321274389 0.0074934332484089955 0.010752646292559303 -0.015969745500730458 0.014895394599638496 0.0033642648796049605 -0.023172574179930173 -0.013274615363603116 -0.025057805425022533 0.013455165904482123 0.015659974982764491 -0.013952384981974292 0.0070889831283136506 -0.020975012876466748 0.001458117516985563
leaf_weight=13.362666919827467 1.801216822117566 5.9819098245352498 4.3404270792379966 4.2123165857046834 0.90695372968912114 4.7472909558564416 3.165210884064436 42.629084100946784 4.4684074092656365 15.3427169341594 11.066794414073227 6.2534428685903611 3.6124845128506413 5.3711122870445234 7.3970086164772511 4.8706670217216006 17.446425575762987 17.646118775010109 7.6077313590794793 7.0116310641169539 2.4166465029120436 4.9360899627208727 4.5941757559776297 5.1781349107623091 7.0262197777628899 9.6670584380626661 4.6891270205378524 38.988075904548168 5.1090568229556084 117.27464326284826
leaf_count=118 15 192 207 124 3 21 47 403 132 81 120 24 43 78 30 36 73 62 116 21 12 37 25 42 20 32 24 147 57 558
internal_value=0.000559526 -0.00657508 -0.00286374 0.00102194 -0.0120663 0.0012079 -0.010829 0.00137613 0.00120158 0.0014478 0.00109549 -0.00471471 0.000272759 0.00428478 -0.00042128 0.00712857 0.00176556 0.00140187 -0.00264187 0.0023066 0.00190082 0.00244052 0.00167798 -0.00872764 -0.00165879 0.00269593 0.00193889 0.00240214 -0.0131592 0.000902727
internal_weight=389.121 23.685 17.7031 365.436 5.11927 360.317 4.96643 355.35 350.603 346.134 325.921 33.7008 22.634 19.0216 12.7681 20.2134 292.22 274.774 50.2368 224.537 217.525 210 192.354 17.1404 11.9623 175.213 165.546 160.857 7.5257 121.869
internal_count=2900 517 325 2383 127 2256 62 2194 2173 2041 1924 295 175 132 108 117 1629 1556 519 1037 1016 947 885 99 57 786 754 730 69 583
is_linear=0
shrinkage=0.0163093


Tree=140
num_leaves=31
num_cat=0
split_feature=16 16 10 19 19 3 16 6 13 18 7 7 17 0 10 9 0 7 15 9 8 8 9 7 16 18 16 17 13 18
split_gain=4.15247 3.68548 3.25364 3.52043 2.9741 2.95994 2.72433 2.61354 4.17935 3.87322 2.16179 2.13963 2.10406 1.98982 4.99657 4.8599 4.30039 7.40989 3.678 3.78191 8.73889 5.39703 6.84008 3.22661 5.7802 4.18777 3.5125 3.31116 3.09653 4.52016
threshold=11.934972090850001 10.664975060650002 90.740838818900016 10.550851274900003 9.4507625164000029 108.48197402175002 21.084950694200003 5.0951190466500007 92.504467352450021 16.158105979900004 26.452067539250002 17.938678131200003 169.94681044690003 85.716110573100011 61.917879202350001 187.38923140910003 85.613949164150014 19.617375644250004 43.132842597400007 191.62448690950001 10.242007239150002 5.9453602998000008 70.238863950400017 22.806258769100005 12.644970430600003 13.176060655350001 22.674946976100003 175.17291212335002 98.050756475600011 13.386548691950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -2 -6 -9 -3 14 18 16 17 -16 19 21 -21 22 -13 28 -25 -26 27 -27 -15 -30
right_child=5 12 -4 -5 10 6 -8 11 -10 -11 -12 13 -14 23 15 -17 -18 -19 -20 20 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.012122067769782554 0.011479785390977409 -0.00091855967227110012 -0.014011880267000471 -0.015090761922376813 0.00149064290858794 -0.020548058129252224 0.015865499159262955 0.02259496422887659 -0.020684772460999076 -0.014201718816232231 0.018879029889999926 0.0062764309418676294 -0.022543266730921371 0.017819291380614874 0.020317073142386333 -0.019728960203389719 0.011143867244242345 -0.026753035433712428 0.011861431481167039 -0.031727389625889099 0.0081634602708000725 0.01610977292930937 -0.02326506263384125 -0.02278488091849561 -0.015362653778454975 0.014898496115394504 0.012997904652266143 0.00099940416483471376 0.0071601981517422711 -0.0072461154069795395
leaf_weight=2.3890287056565347 5.1757243368774635 2.171090438961981 5.9269359204918137 3.2740270541980854 4.5407287254929525 3.8440747652202836 0.90239473432302464 1.7342550978064526 4.8913261918351045 3.5024431701749563 5.7810724563896656 7.6402019951492601 6.0891548506915569 7.1169311776757231 1.7089905496686713 8.7885909173637611 5.3755619749426842 3.9143434707075357 10.580778464674948 4.0138309113681307 3.8053609356284142 7.2355003356933585 4.3897366989403963 3.5205696541815987 5.0629294849932185 6.2995482459664336 9.8351742848753911 189.27979269996285 42.935247614979744 9.4525272697210294
leaf_count=36 31 35 270 62 51 124 3 4 146 66 24 37 131 25 7 106 19 74 38 38 14 20 75 62 33 24 37 1073 169 66
internal_value=0.000590221 -0.00612385 -0.00207675 0.0023486 0.0068406 0.00116735 -0.0136251 0.00137013 -0.0067431 0.00111492 0.0112296 0.00170104 -0.0168595 0.00159156 -0.00159916 -0.00927273 -0.000917759 -0.0124479 0.00243214 -0.00125147 -0.0123137 0.00323834 -0.00450329 0.00226181 0.00118161 0.00158249 0.00200014 0.00144709 0.00614656 0.00456081
internal_weight=381.178 30.172 21.9118 15.9849 12.7108 351.006 4.74647 346.259 13.5695 8.67817 10.3218 332.69 8.26025 330.956 57.4529 19.7875 10.9989 5.62333 37.6654 27.0846 7.81919 19.2654 12.0299 273.503 213.998 210.477 205.415 195.579 59.5047 52.3878
internal_count=2900 609 443 173 111 2291 127 2164 243 97 75 1921 166 1917 428 206 100 81 222 184 52 132 112 1489 1229 1167 1134 1097 260 235
is_linear=0
shrinkage=0.01886


Tree=141
num_leaves=31
num_cat=0
split_feature=5 5 17 10 17 8 5 6 10 17 5 7 18 2 15 4 3 9 0 18 17 5 3 6 10 3 6 5 15 15
split_gain=3.73108 3.2213 3.76802 4.05798 2.71845 2.24673 2.74817 2.62533 4.95412 2.50337 2.62428 2.51582 3.37108 2.6846 2.48165 2.54179 2.17302 2.50195 4.84988 4.6261 5.86015 3.54433 3.08103 7.32436 3.51206 4.0362 8.54939 2.68348 3.7887 3.49708
threshold=7.7286379265000011 5.2595069053500012 201.37020668845003 90.740838818900016 157.96759137085004 1.6487133604500002 8.494960530800002 5.6401317807500009 87.184008712350007 242.64190980425005 11.848158554650002 27.054163064550004 17.108018746400003 256.81022870250007 15.867801003350001 402.10236428955005 108.48197402175002 187.70546222865002 98.615332683000005 15.606027545000002 199.55131508320002 15.299679811400003 93.862138708350017 16.465384711100004 61.928633034850002 94.92945658615001 20.305474434200004 20.206488238950005 19.215947067900004 17.183237161800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 10 -9 12 14 -13 15 -12 17 27 21 -20 -21 -19 -23 -24 25 -25 -27 -16 29 -29
right_child=4 -3 -4 -5 5 7 -8 8 -10 -11 11 13 -14 -15 16 -17 -18 18 19 20 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0052578712772177001 -0.01378675567313101 -0.015805032570260606 -0.01638361049146678 -0.015525401023015886 0.0053247114683508947 0.012187395178076271 -0.018413327261172608 -0.0093442105980237021 -0.016115192339915308 0.011756855236841088 -0.01424289513986811 -0.0010712776782016258 0.010945984993979981 -0.019853335836874129 0.008509191253920469 0.0056165686888245154 -0.0097429289702140598 0.012913016286809523 -0.018485498231761651 0.0053015569718945083 -0.01508106521818278 0.0016507193675313165 -0.024025749745378362 0.0099055798778138714 -0.011909113007602841 -0.022355901735108912 0.0065624656295590524 0.0035925628259059102 0.0033503044458251243 -0.021574965274790126
leaf_weight=10.601285455748444 2.7902049170806995 5.1361141977831712 3.3567213080823413 2.5636171279475084 1.7233567032963026 4.5805700272321692 2.8340654475614429 5.3799768462777129 3.723546350374817 4.7553570680320254 4.4851157162338486 4.9609552547335616 7.7561852093785992 2.5225929636508226 19.460886323824525 2.0696787759661674 3.9036109661683431 5.5993646830320349 5.1976404860615757 8.6275362130254489 4.8375037331134072 179.95480048842728 3.4184760209172991 8.2389488816261345 4.8698704726994029 3.58555795624852 6.0151417329907417 2.1919036004692307 46.861461534164846 2.7171376571059227
leaf_count=77 60 192 107 141 15 21 47 58 124 20 90 40 35 31 89 14 105 20 74 50 58 901 39 29 65 36 23 21 274 44
internal_value=0.000420776 -0.00555149 -0.00236394 0.00121072 0.000787131 0.000903224 -0.00943696 0.00103954 0.000889847 0.00107751 0.000924846 0.00109366 0.00129248 -0.00740243 0.00105252 -0.00797226 0.00124617 0.00138841 0.00063758 -0.00660657 -0.00202118 0.00127625 0.000960075 -0.00379669 -0.000751601 0.00229418 -0.00423763 0.00381642 0.00205238 -0.0103376
internal_weight=374.719 21.6577 16.5216 13.1649 353.061 350.271 4.55742 345.714 341.133 337.41 332.654 327.274 319.791 7.48355 312.035 6.55479 305.48 301.576 230.345 18.6627 13.465 211.682 206.083 26.128 22.7095 17.8396 9.6007 71.2314 51.7705 4.90904
internal_count=2900 517 325 218 2383 2323 62 2261 2240 2116 2096 2038 1967 71 1932 104 1828 1723 1295 182 108 1113 1093 192 153 88 59 428 339 65
is_linear=0
shrinkage=0.0148237


Tree=142
num_leaves=31
num_cat=0
split_feature=5 5 17 10 17 4 2 7 3 6 3 15 7 7 18 19 13 3 17 4 4 6 0 0 7 18 13 6 5 5
split_gain=3.18378 2.99318 3.38486 3.54299 2.20134 4.25474 2.53292 2.53251 5.10753 5.58117 2.68978 2.22707 4.35756 2.54139 3.07932 3.502 2.88435 10.0354 3.60024 2.77906 3.4766 4.65253 3.12447 2.73395 2.73294 2.49423 5.42949 3.60716 5.72817 2.93958
threshold=7.7286379265000011 5.2595069053500012 201.37020668845003 90.740838818900016 166.83257850275001 171.27730165960003 167.29597799085005 19.041006859700005 101.23926781830001 22.585527707250005 108.3367972827 46.574831689400007 23.539316666200005 22.726915405250001 13.176060655350001 14.351157895250003 109.41218053485001 84.968719212850019 188.73286619890004 426.49971963025007 329.34765841865004 15.955372794750003 87.181320254150009 85.737618238150006 22.398098708400003 15.269763541350001 104.02719889955002 14.815346158200002 16.579584939650001 17.369804050850004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 11 -10 -6 13 -13 24 15 -15 17 25 -18 20 23 -22 -23 -20 -9 26 -16 28 -28 -30
right_child=4 -3 -4 -5 7 6 -8 8 9 -11 -12 12 -14 14 16 -17 18 -19 19 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0057972042183822665 0.0088092681497247936 -0.019242768160972191 -0.019884778584464712 -0.018936487892845934 0.01831698092769405 -0.021159326823766565 -0.0041674963401703647 0.001398114054740888 -0.024805805942375417 0.013569552328170597 -0.001602648839612952 -0.018908415197733019 0.0023055368526694407 -0.019249222858934364 -0.02344925130215646 0.0023776161707642568 0.015306557285679 -0.023006187070194355 -0.010483253911671901 0.013716201448461904 -0.02262836362102787 -0.012026659214135526 0.010237435110021779 0.0035190839998478218 0.008339011586295313 0.0020787482150711398 0.0093786481108789968 0.017662552133315957 -0.027926056794961591 -0.0064402670219474928
leaf_weight=10.599932128563525 4.8188850078731802 4.6741915326565495 3.0639308216050258 2.3290593801066271 5.6964312344789487 5.0540113998576981 6.7629857370629907 42.49252332188189 4.8643429642543188 1.6814578920602796 3.6781587284058332 5.2400285853072992 8.1700805239379388 5.350880850106476 4.1941858325153616 4.5830246359109879 7.3842359744012347 6.4895160198211661 4.8670155778527251 6.4885559305548659 4.3555648252367964 3.7001888826489431 4.7410828024148941 83.007655594497919 33.409137632697821 70.30853839032352 6.6624058932066026 2.9878722950816146 2.8242232054471961 8.1812393181025964
leaf_count=77 47 192 107 141 24 143 80 263 103 5 34 85 45 35 56 22 25 102 37 25 30 22 18 338 124 583 29 8 25 75
internal_value=0.000463451 -0.00646071 -0.00272494 0.00134162 0.000874671 -0.00557069 -0.0114347 0.00119826 0.000927399 -0.0149481 0.0105014 0.00125684 -0.00598386 0.00157833 0.000613331 -0.00927164 0.00106754 -0.00115887 0.00304328 0.00219824 0.00145587 -0.00738649 0.000478082 0.00274355 0.00445324 0.000331051 -0.00461376 -0.000789174 -0.00390961 -0.011954
internal_weight=368.661 20.6671 15.9929 12.929 347.994 16.6359 11.817 331.358 321.984 6.5458 9.37459 315.438 13.4101 302.028 226.126 9.93391 216.192 101.648 114.544 107.16 100.672 12.7968 8.44127 87.8747 75.9017 95.1585 24.8499 20.6557 17.6679 11.0055
internal_count=2900 517 325 218 2383 270 223 2113 2055 108 58 1947 130 1817 1430 57 1373 878 495 470 445 70 40 375 387 776 193 137 129 100
is_linear=0
shrinkage=0.0181578


Tree=143
num_leaves=31
num_cat=0
split_feature=6 6 15 8 8 0 6 19 5 18 0 9 15 3 0 15 5 9 9 0 17 0 5 16 7 5 6 5 16 6
split_gain=2.88805 5.57258 3.03947 2.64573 3.25546 2.50196 3.97379 4.9419 5.59268 8.21245 4.96786 5.17167 4.36793 4.31562 5.60326 3.83298 3.16345 4.52713 5.43645 3.18824 6.11532 2.77722 5.5101 3.10273 3.3795 3.45834 2.90216 2.77508 3.26619 4.32381
threshold=13.665319288000001 13.775321858200002 17.047047148850002 8.1436447804000007 8.543332867800002 93.972365491700018 16.455384477450004 14.351157895250003 22.782602051550004 13.042786209850002 78.626646483100004 71.82068887245002 43.938093326450009 94.260030511650015 86.103248543850015 35.885292828950007 15.299679811400003 206.50942114985003 214.22994816675003 94.964406541850011 192.15389660515004 86.001087134900004 23.151456684850004 22.614947116400003 22.580174331950005 22.334016245700003 16.375382608200002 21.850554661550003 19.214955067100004 16.015374196650004
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 8 9 -8 11 -10 21 14 -12 16 -7 19 -19 20 -18 22 26 24 -23 27 -4 28 -26 -30
right_child=1 2 5 4 -6 15 7 -9 10 -11 13 -13 -14 -15 -16 -17 17 18 -20 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0011222596900263492 0.015623084794772155 -0.017737623082077096 -0.022815873927771822 -0.01645430307555237 0.005900329960346215 0.016760572295658461 0.0017176865315039437 0.0025378694775435068 0.00023700256502093067 -0.029849538836282271 -0.018684911996648707 -0.022227836819764854 -0.0056438600927460683 0.020235574068837581 0.011853956019490828 -0.024401097229635387 0.01023455757436928 -0.026249096518593258 -0.00029009901272309232 0.0053085882199597114 -0.02495009676145275 0.017648221886987888 0.011978006675992693 0.014215942820179484 0.012726676333247477 -0.0085715694398948127 -0.0019963549915072961 0.017124293279125832 -0.0050782133627428078 0.0077439827674719288
leaf_weight=95.708490128163248 8.7023575454950315 2.7924821982160202 3.59545532427728 7.9592381268739683 2.8801051359623671 2.843060076236724 4.6121614128351194 60.617968098260462 8.2791591985151189 6.3715307526290417 3.439961748197673 5.5615533385425797 12.469710269942878 4.8240142334252596 4.5044753775000572 2.5353339612483969 2.8644090220332172 5.0891635026782733 5.3959038201719522 17.488289535045624 3.6435110177844763 6.4406996686011544 6.0344210565090171 15.739295586943625 10.489796884357927 6.4258348494768134 5.4964296668767929 5.8560330644249907 17.347891382873058 16.811398353427649
leaf_count=1227 34 59 30 91 16 9 18 286 70 46 34 175 97 15 17 49 12 62 38 85 45 22 44 59 40 32 23 18 84 63
internal_value=0.000415322 0.00145184 0.000953708 -0.00207775 -0.0105145 0.00116694 0.00197034 -0.000645005 -0.00577735 -0.0165941 -0.0013124 -0.00878995 0.00437745 0.00679308 -0.00136945 -0.00296332 -0.00150711 -0.00301332 -0.0128899 0.00130221 -0.00946385 0.0057035 -0.00137019 0.00705601 0.00527774 0.00387824 -0.0102296 0.00546225 0.00393269 0.00123219
internal_weight=362.82 256.272 247.57 106.548 10.8393 244.777 204.918 98.2108 37.5929 10.9837 26.6092 13.8407 106.707 12.7685 7.94444 39.8597 37.3243 34.4813 10.4851 23.9962 6.50792 94.2373 15.1263 79.1109 63.3717 56.931 9.09188 50.5051 44.6491 34.1593
internal_count=2900 1566 1532 1334 107 1473 1173 661 375 64 311 245 512 66 51 300 251 242 100 142 57 415 97 318 259 237 53 205 187 147
is_linear=0
shrinkage=0.0180177


Tree=144
num_leaves=31
num_cat=0
split_feature=5 5 5 2 5 18 6 3 13 3 6 18 6 0 19 7 16 9 18 3 17 7 4 10 2 8 15 16 9 12
split_gain=7.76121 3.82299 5.34834 3.86099 3.6799 5.58656 6.16186 4.63405 3.51763 6.88702 5.50173 9.91764 8.00545 4.49761 4.45063 3.97333 3.82852 4.97623 8.17582 4.35146 4.2306 6.17321 3.71179 9.93117 4.50738 3.64342 3.59421 3.51317 7.82611 3.39962
threshold=11.848158554650002 23.606333875400001 23.151456684850004 357.36576196840008 25.763052016400003 13.278511569200001 16.395383075500003 92.913112988300014 109.41218053485001 84.146051024900018 16.455384477450004 13.316069313700003 16.565387047600002 86.001087134900004 14.351157895250003 22.426784932800004 18.764956119400004 206.08249486475003 15.532509816950002 76.021530554700021 203.08534335880003 28.563859680450005 310.49012963040008 64.434276012450013 308.2991537635001 8.4434108459500017 29.049007317550004 12.644970430600003 53.361180680650008 226.08376556485004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 -6 9 16 13 14 25 -10 -12 -16 17 27 -19 -20 -21 -22 29 24 -24 -13 -11 28 -2 -15
right_child=1 3 -4 -5 7 6 -8 -9 10 26 11 12 -14 22 15 -17 -18 18 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016196243100009458 0.0049532602114382186 -0.0050254789339427702 0.0033538821842005145 -0.0062217476559614827 0.0060268593729878384 -0.0054354609707442962 0.0012910761228104816 0.00013093467943690643 -0.0015181094756288548 -0.0011002374005508952 -0.0016448131931711407 -0.0036897392121967888 0.00025591200519099126 0.0022517411796763318 -0.00021852646904886957 0.0041747495952512261 0.004205479106885018 -0.0070793810888284125 -0.0060350068718560846 0.0025147037377182746 -0.0031623244137255202 0.0057247838972641959 -0.0010502574640155334 -0.0073638199898991624 0.0049307612883388707 -0.0102152653002382 -0.0050703646604313025 0.0018524514071422693 -0.0050304679250644272 0.0060177990118360971
leaf_weight=50.666167590767145 3.0672064796090108 8.8310304358601588 18.985840275883675 2.9970952104777089 3.8624063655734053 4.4974758885800865 15.864216553047298 30.642530705779791 9.7175753042101842 20.294805580750111 9.1405587792396563 4.6216646507382411 7.7960389032959929 68.368369840085506 8.4147932007908839 14.295718304812906 6.9898976460099211 5.1644277460873118 2.9252166748046902 13.250746920704843 10.933056924492119 2.464427798986434 6.2737632542848605 3.716349095106124 6.7089814245700836 4.2041758298873901 8.2533993478864414 44.827578246593475 5.9186075609177351 6.778901368379592
leaf_count=777 9 125 66 31 11 38 73 316 46 171 41 25 31 245 34 39 22 57 48 58 99 6 28 28 20 31 114 212 82 17
internal_value=0.000239123 0.000500862 0.000750275 -0.000595263 -0.000330526 -0.00165603 -0.000194677 0.000790911 0.00056995 -6.1885e-05 0.00109252 -0.00031351 -0.00348964 0.00176356 0.00134399 0.00254693 0.000591343 0.000306057 -0.00119059 -0.000162225 0.000482439 -0.00152757 0.00211077 -5.24104e-05 0.0020405 -0.00679816 -0.00224802 0.00127218 -0.00162263 0.00259147
internal_weight=410.473 359.807 293.112 66.6948 63.6977 29.1927 20.3617 34.5049 274.126 124.089 150.037 48.4729 16.6219 101.564 31.8511 22.7105 95.5412 88.5513 34.7379 29.5734 26.6482 13.3975 91.8464 16.6991 12.9827 8.82584 28.5482 53.8134 8.98581 75.1473
internal_count=2900 2123 1529 594 563 236 111 327 1463 878 585 201 87 384 114 73 593 571 268 211 163 105 338 76 48 56 285 303 91 262
is_linear=0
shrinkage=0.0050725


Tree=145
num_leaves=31
num_cat=0
split_feature=7 17 6 8 16 8 6 8 13 2 9 6 18 16 0 10 7 18 7 0 3 3 17 18 19 2 0 9 9 7
split_gain=2.85906 2.46686 2.39007 2.77561 3.1528 3.0636 4.33657 3.05784 2.67442 2.37759 2.17121 4.22492 3.77138 3.03184 2.76881 3.43476 2.68266 2.33917 3.15695 3.97494 9.42388 5.03259 3.55016 3.41552 3.3028 5.25109 4.48272 2.89936 3.51179 3.60787
threshold=29.973557588500004 157.96759137085004 22.585527707250005 8.8430989333000021 22.724946859200003 9.3427090425500019 16.635388683200002 8.7431769115000026 117.79210452745001 112.95519936480001 37.256168974800005 2.7550643716500001 16.433295803950003 5.4549872438500016 116.05267211710002 88.436830201100022 21.274149814850002 11.639306137250001 19.041006859700005 86.001087134900004 93.733092718100025 93.883646373400012 189.90635174060003 13.326324856250002 14.051133688400002 156.90682228315003 92.031298721500022 201.2906445504 188.53841931785004 22.477322886550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 10 -10 11 12 -3 -14 15 17 -13 -12 -19 20 22 -22 -20 24 26 -26 -21 28 29 -23
right_child=-2 2 -4 5 -6 -7 -8 -9 9 -11 14 16 13 -15 -16 -17 -18 18 19 23 21 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.019199860486147177 -0.022774888108957631 0.017932208332066709 0.02155552089218268 -0.0050908389225947656 0.012131893380344145 0.00072606906566098802 -0.035441150640873657 0.012419311635820052 0.002079193160323854 -0.030668326357814465 -0.019271945525084787 0.011520930266707211 0.025424152012418579 -0.024462407925434703 0.022278235466368066 -0.023598019363098369 -0.020814269305833678 0.013978551085030525 -0.050549079198691373 -0.023055856201442564 0.010202377339015783 -0.011883212846216748 -0.016039321865630764 0.00088259836350498843 0.017928875866124006 -0.0039648262747227743 0.014743126409154704 0.016061077956077984 -0.025079117165360331 0.011209812727021219
leaf_weight=2.9606677200645199 2.502473729196935 4.6046003475785282 2.6379350125789633 6.2723084939643758 12.06539613008499 11.331800008192657 3.5046633407473564 10.377555858343838 1.8466193694621313 2.4820077084004879 2.6709475433453909 1.4293592944741238 0.75907969474792514 2.4915165528655052 2.9080640273168674 2.7192345689982167 8.5858076252043229 9.0421785404905659 2.5565980505198231 3.3211381062865248 12.097945854067801 10.017815623432403 3.2127585858106613 196.34240531083196 19.025355823338035 7.2164078578352919 2.7302091121673584 2.2820360995829096 5.3626043414697042 4.7692171763628712
leaf_count=86 165 18 7 39 45 76 34 44 15 46 71 7 8 67 21 93 198 46 24 31 49 149 22 1337 59 34 11 10 63 25
internal_value=0.000502653 0.000665538 0.00083137 0.000676072 0.00116618 -0.00700718 -0.0159702 0.000751233 0.0003587 -0.016698 0.000601453 -0.00678882 0.00520943 -0.0128129 0.00106278 0.000845057 -0.0161994 0.00108189 0.00127746 0.000850421 -0.00547794 -0.00115818 -0.0313318 0.00196585 0.00855203 0.0119082 -0.00600195 -0.0072852 -0.00992927 -0.00443509
internal_weight=360.127 357.624 354.664 352.026 330.917 21.1088 9.77697 318.851 308.474 4.32863 304.145 17.8704 7.8552 3.2506 286.275 283.367 10.0152 280.648 277.977 268.934 40.299 34.5296 5.76936 228.636 32.2931 26.2418 6.05135 22.4317 20.1496 14.787
internal_count=2900 2735 2649 2642 2493 149 73 2448 2404 61 2343 298 93 75 2045 2024 205 1931 1860 1814 342 296 46 1472 135 93 42 247 237 174
is_linear=0
shrinkage=0.0218537


Tree=146
num_leaves=31
num_cat=0
split_feature=16 5 5 10 17 12 2 13 7 18 16 13 9 18 13 17 10 18 18 15 16 15 5 18 6 19 15 10 7 5
split_gain=11.0492 5.35598 4.34851 6.69894 7.70904 5.05659 4.9502 8.6627 7.32104 5.97708 8.27062 7.21884 4.28049 3.94291 10.3382 3.43444 3.81187 3.53269 6.5726 5.2139 3.41996 6.24433 3.38617 4.69576 3.47665 3.28509 3.79558 4.1613 4.32733 3.0885
threshold=18.594956516900002 23.803605515150004 7.7286379265000011 74.986474174450009 195.53954078470002 107.90491928010002 205.16057895720004 95.870416931800023 26.367140210550001 17.327266398450003 15.919962772200003 98.238948544700023 226.28914430085004 15.711526640050002 104.02719889955002 197.94573456765002 57.729261435100007 13.278511569200001 13.3584252364 46.422062705750008 17.924958083650004 20.310401204950004 5.2595069053500012 16.433295803950003 3.6650856341500009 12.751028791950002 29.049007317550004 67.316303128300021 19.041006859700005 2.7861270712500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 22 4 5 -4 7 -5 -8 10 11 -9 15 14 -13 16 -3 -18 -19 -20 21 -10 23 29 -25 -7 27 28 -27 -1
right_child=1 12 3 6 -6 25 8 9 20 -11 -12 13 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0033510735384722733 0.00098756341226049192 0.00032107765165939492 -0.0039790683642760682 -0.0041035845011281793 -0.0044382902773853327 -0.0010462616420551111 0.0026107443523061989 -0.0045510711244232116 0.00063261258503542414 0.0033919543799367834 -0.0037567374366619432 -0.0035076123072252212 0.0034155940788080396 0.0021151245373660301 0.002279510456468065 0.001220082720395102 -0.0034418576483399681 0.0034839637841354437 -0.006179565236867678 -0.00010976630448433219 0.003496768712967249 -0.0047223315918024462 -0.0039324222471882816 -0.0033748126781147358 0.0021250507577703225 0.0021714782234000096 -0.0023432123212687819 0.0036408803001194848 -0.004416030940948024 -0.0010908620872647587
leaf_weight=3.9676247090101295 195.51794570684433 14.656457552686332 5.3423416670411816 6.9321992695331565 8.302084665745495 26.013869134709239 23.501527413725853 3.4657108150422564 7.3800111822783929 6.6852786913514128 7.4346937648951998 7.4082126170396831 3.7230131328105918 17.594576679170132 8.8695041649043542 10.493793999776242 11.609556587412955 3.5381922423839551 3.0183717682957649 4.7832973133772612 2.1723555326461783 4.6366037093102932 7.1822903053835025 9.7096057590097171 1.778249505907296 3.2020152285695094 3.4680053852498522 7.5930740982294083 2.199882997199893 4.2283516153693199
leaf_count=12 760 93 74 152 115 268 88 46 68 21 71 64 11 66 27 47 133 14 25 28 7 51 192 259 14 43 50 23 40 38
internal_value=0.000218309 0.000713603 -0.000465824 -0.000229067 -0.00122172 -0.000663276 0.000350746 -0.000308714 0.00137238 0.000202514 -0.00027372 0.000419814 -0.000320001 0.00092842 -0.000354289 -0.000609144 -0.00111958 -0.00203965 -0.000604093 -0.0024581 -0.000678743 -0.00143359 -0.0018071 -0.00103161 -0.00252347 -0.000246246 0.00101789 0.00191488 -0.000511236 0.00105945
internal_weight=426.409 247.341 179.068 152.202 56.1213 47.8192 96.0807 58.3902 37.6905 51.458 44.7727 37.338 51.8227 33.8723 16.2777 48.0997 37.6059 22.9494 11.3399 7.80167 14.189 12.0166 26.8661 19.6838 11.4879 42.4768 16.463 12.995 5.4019 8.19598
internal_count=2900 1111 1789 1274 613 498 661 447 214 295 274 203 351 157 91 340 293 200 67 53 126 119 515 323 273 424 156 106 83 50
is_linear=0
shrinkage=0.00361617


Tree=147
num_leaves=31
num_cat=0
split_feature=16 15 7 12 8 16 19 16 15 9 17 10 5 9 10 7 18 4 17 16 17 19 19 5 10 12 9 6 0 18
split_gain=6.22516 6.96818 4.99625 6.87992 4.88706 4.08358 5.1147 3.84025 3.7304 5.02967 4.29019 4.28573 3.67189 3.7688 3.55691 3.49145 3.48553 3.47055 9.71484 5.4119 6.14928 3.36372 3.33389 3.6381 3.18411 3.12474 3.03836 3.27716 2.87598 2.80495
threshold=17.844958270700005 26.410889167300002 27.952168727600004 206.66000365515004 1.3489472949000001 13.894967507500002 11.950964240300001 14.994964935250001 18.605060652900004 203.64522440670001 172.11348093270001 76.220476456350013 23.606333875400001 227.14331114760003 72.953999827850012 20.562096111400006 16.671733559250004 310.49012963040008 200.96259924040001 22.624947093000003 216.38715945000004 10.850875481800001 10.350835137000002 13.999568943650003 62.154463517850012 236.87735968945 205.88909726980003 13.200308423050002 101.33605231100002 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 3 5 25 21 -7 16 -9 10 -10 -12 17 29 15 -6 -8 -2 24 20 -20 22 -1 -24 -19 -5 -16 -28 -11 -14
right_child=12 -3 -4 4 14 6 7 8 9 28 11 -13 13 -15 26 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0064482879135649533 0.0014781872308689394 -0.0057429075828307171 -0.0036311556215053134 0.0021846032585964843 0.0023830508243187949 0.0029392943567527938 -0.0085666425812619736 0.0051599519575175707 -0.0064542007406466735 -0.0082221033202310324 0.0025070232014027471 -0.0042439791583812761 -0.002102556641009984 0.0057426509164963079 0.0037608573602981991 -0.0038230329764109075 0.0008862801981045095 -0.0020955960049208492 -0.004562118357763943 0.0051512770843678019 0.0033288104734310172 -0.0067624556337461429 0.0029385735288651959 -0.0064708485729900265 -0.010409618766432161 -0.0065995650911861445 -0.0039773388774099715 0.0034836168538094074 0.00025403588471253967 0.00054691138947672645
leaf_weight=3.2278384156525153 172.64676635153592 8.4625191353261453 13.900054289959369 2.0762228220701209 6.1223797071725112 11.592060601338742 4.1607229877263299 3.2985852332785752 2.9104076158255401 4.5682506971061221 14.488412009552123 3.9592562299221745 27.81386948004365 3.0373924225568762 30.236013241112232 5.8732358179986477 1.8693746998906133 2.5846969783306148 7.2804247438907641 7.2860802486538878 5.9220261499285698 6.8932032436132422 5.4204469099640846 1.8133675772696731 3.709207858890295 3.7718924544751644 3.9148335848003617 3.87244912981987 1.8637633994221685 25.171338938176632
leaf_count=86 729 109 344 16 41 68 52 14 79 50 68 72 281 9 140 77 11 13 54 25 24 139 43 36 44 82 37 14 14 129
internal_value=0.000274665 -0.000680138 -0.000364722 7.64414e-06 0.00149305 -0.00124845 -0.000395094 -0.00143641 -0.000621808 -0.00130808 3.44333e-05 0.00105812 0.000813997 -0.000486787 0.0020746 -0.000655542 -0.00563617 0.00117941 -0.000746615 0.00117294 -0.0010226 -0.00364363 -0.00158863 0.000579826 -0.00699533 -0.00348097 0.00293591 -0.000267165 -0.00576603 -0.000843891
internal_weight=399.747 144.295 135.833 121.933 55.867 66.0657 48.7108 37.1188 31.0887 27.7901 21.3581 18.4477 255.452 56.0226 50.0189 11.9956 6.0301 199.429 26.7824 20.4885 13.2025 17.3549 10.4617 7.23381 6.2939 5.84812 38.0233 7.78728 6.43201 52.9852
internal_count=2900 1592 1483 1139 407 732 428 360 297 283 219 140 1308 419 309 118 63 889 160 103 78 304 165 79 57 98 191 51 64 410
is_linear=0
shrinkage=0.00575046


Tree=148
num_leaves=31
num_cat=0
split_feature=5 15 18 6 2 2 3 16 15 8 8 5 9 13 12 18 17 16 15 13 0 9 19 4 16 15 13 7 19 8
split_gain=2.86136 2.87907 3.50901 3.38988 2.04663 2.56557 1.72919 2.57033 1.74208 2.27003 1.72373 2.68311 2.28272 1.93541 3.78321 3.02623 2.84194 5.62634 3.48064 2.84161 2.79055 5.55578 3.77789 5.28088 2.24786 1.93539 3.29606 3.23489 1.7064 1.68453
threshold=7.7286379265000011 17.382777826050003 16.433295803950003 2.7550643716500001 285.16564649850005 297.58713971970008 108.48197402175002 21.084950694200003 11.896459116400001 2.5480115570500002 1.6487133604500002 8.494960530800002 44.114531459200009 95.870416931800023 225.59153217100001 17.108018746400003 211.47438991805004 17.614958808600004 21.274833872300004 92.692659421600013 98.615332683000005 187.70546222865002 12.551012654050002 267.88310861120004 14.034967180100002 46.574831689400007 117.61735474900001 23.539316666200005 14.251149826300002 1.5487913386000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 8 -8 9 -2 11 -10 -12 14 -14 20 -17 18 -18 -16 25 -22 23 24 -23 -15 28 -28 -27 -5
right_child=6 -3 4 29 5 -7 7 -9 10 -11 12 -13 13 15 19 16 17 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.017625558591035432 0.0070583540669275271 -0.020086551685086669 -0.020001391598093041 -0.021367863649988848 0.017916413949149428 -0.011832929800001411 -0.019778609628550853 0.016357595409147895 0.0075760167437648662 -0.021323026312077817 0.011859909793305864 -0.022399722040961495 -0.020252024088610522 0.0018602364014525356 0.0076599756961291485 0.019430446792709229 0.0053401844226676955 0.021160771377065915 -0.024425273616484357 -0.015396735738067041 0.014051299787891948 -0.0096457750835739643 -0.020061806478284185 -0.019636310557228306 0.010670133327021469 0.00050029963044020118 -0.011986036916091231 0.010887897997321205 -0.023978529030506245 0.0080099909516873555
leaf_weight=4.1465219128876951 1.5200050100684155 4.1467075562104574 4.1273371148854476 1.5709795830771329 1.4833899186924098 2.9791515725664794 2.9436225732788439 0.87150045484304417 1.6882753875106562 2.6258604759350419 6.8340014703571788 2.577376832254231 4.2396683041006318 255.33502802532166 6.2973420443013293 5.9234648533165446 2.7917101979255659 3.4927701652050018 2.5845048986375332 2.5717507191002369 4.331228636205199 2.6132777445018309 6.9552361369132987 4.5194765198975793 6.4589792937040329 1.3333527073264111 3.5719894561916572 5.1677965968847275 3.5978958755731583 1.158447692170739
leaf_count=14 7 160 194 30 15 90 124 3 15 79 28 47 129 1436 55 21 15 9 26 28 17 39 93 46 34 15 38 18 61 14
internal_value=0.000454537 -0.00641045 -0.0027436 0.00709654 -0.0106204 -0.00194397 0.000849553 -0.0115239 0.000989619 -0.0109175 0.00113791 -0.0105358 0.00128945 0.00106495 -0.00589079 0.00136035 0.00951744 0.00289669 -0.00896895 0.000974273 0.000949764 -0.00497263 -0.0089828 -0.00331339 0.0048181 0.00149748 -0.00527778 0.00153922 -0.0173597 -0.00889905
internal_weight=360.459 19.6125 15.4658 6.87595 8.58988 4.46254 340.846 3.81512 337.031 4.14587 332.885 4.26565 328.619 321.785 13.1088 308.677 14.7925 8.86899 5.37622 8.86909 293.884 24.8782 20.547 13.5917 9.07226 269.006 13.671 8.73979 4.93125 2.72943
internal_count=2900 517 357 58 299 105 2383 127 2256 86 2170 62 2108 2080 212 1868 71 50 41 83 1797 229 212 119 73 1568 132 56 76 44
is_linear=0
shrinkage=0.0184828


Tree=149
num_leaves=31
num_cat=0
split_feature=13 16 15 12 7 16 4 16 17 12 17 17 18 9 16 12 16 2 18 4 3 17 5 2 15 16 10 6 14 5
split_gain=2.59889 1.86862 6.13819 4.50026 4.22056 4.72791 3.52694 3.34312 3.25093 3.21028 2.93986 2.77049 3.97493 5.14819 4.0166 6.07165 3.08787 4.05242 2.75915 3.26107 6.55413 4.71006 5.78491 2.96995 2.82198 5.50207 3.33104 2.99314 4.12719 4.36058
threshold=73.376087754350024 17.844958270700005 26.410889167300002 206.66000365515004 26.302865891850004 9.6249774926000011 371.16724128940001 11.934972090850001 177.12746680985003 194.62888214220001 162.59969366065002 208.46089438445003 15.946034773700001 203.64522440670001 14.184966829400002 176.04981466085005 15.444963882950001 81.219375828750017 16.751363923150002 309.48890441440005 87.114108800950007 199.14656950540004 24.301614351200005 317.41815758785003 44.34858359035001 22.794946695500006 62.106071271500007 16.705390318750002 168.39662374755002 23.721757872050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 7 -6 -7 8 -5 10 -2 12 13 16 15 -14 17 -12 19 24 -21 22 -22 -24 27 26 -26 -3 -29 -30
right_child=1 18 -4 4 5 6 -8 -9 -10 -11 11 -13 14 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.021791601139997927 -0.022606167353671703 0.0040727290414015339 -0.019146985682314217 0.0073723597099804479 0.010504870519395871 -0.0016626804975421222 -0.023869318961534759 0.010424542721520647 -0.018092388724720236 -0.021242442395458701 0.010554133892929434 -0.015209346869259342 -0.022896863041953177 -0.027502393692949764 0.015166462073128146 0.013556152216781954 0.0049295139093801519 -0.015454946310911299 0.019063466634727359 -0.022821554142959943 -0.029005358549730176 0.005405160393405245 0.004519933792488726 -0.021498401761105002 -0.021298914463976387 0.014338182506311498 0.0089264291612656255 0.0065161984427834531 -0.031074127831435542 -0.0042400243114009495
leaf_weight=2.0555432327091685 2.8129043872468165 153.2927523991093 7.2265291400253764 4.410879796370863 5.5490981149487224 6.1383355213329178 5.1885684421285987 30.264619232155383 3.5631873067468405 4.0081416303291908 3.1632890254259172 5.4239820726215831 3.4911244837567237 3.439202274195849 10.310553690418599 3.700436127372086 13.37884210469201 9.2188019724562746 3.5077827088534823 6.0106914099305859 4.1481773555278769 21.531758408993483 7.8667498445138317 2.2092077834531665 6.9801158495247346 3.4897018522024146 1.8039555698633192 8.6991927996277827 3.2393906190991393 8.9827125091105682
leaf_count=145 96 717 109 40 72 74 98 198 60 80 12 89 114 42 42 35 131 155 12 78 29 102 57 27 81 12 16 49 25 103
internal_value=0.000438817 0.000568247 -0.00142578 -0.00030303 0.00377006 -0.00448928 -0.011835 0.00741518 -0.00400648 -0.0041113 -0.00286148 -0.00179599 -0.000238167 -0.0047166 0.00723355 -0.00413987 -0.00167459 -0.00881033 0.00161178 0.00134359 -0.00366435 -0.000443955 -0.00929804 -0.00118473 0.00246519 -0.0067241 -0.0150916 0.00311259 -0.00392244 -0.0113522
internal_weight=355.106 353.051 121.288 114.062 55.1147 16.876 11.3269 38.2387 7.97407 58.9473 54.9391 52.1262 46.7022 29.2001 17.5021 7.19156 25.7609 12.3821 231.762 228.254 41.7666 35.7559 14.2241 10.076 186.488 12.2738 8.78407 174.214 20.9213 12.2221
internal_count=2900 2755 1447 1338 542 244 172 298 100 796 716 620 531 340 191 149 298 167 1308 1296 293 215 113 84 1003 109 97 894 177 128
is_linear=0
shrinkage=0.0198279


Tree=150
num_leaves=31
num_cat=0
split_feature=16 5 9 5 10 17 4 10 16 19 15 17 0 7 17 18 0 8 18 16 16 13 6 15 17 9 2 15 10 5
split_gain=11.0906 5.19127 4.7261 4.50364 5.74474 6.51141 4.8735 4.61205 4.56154 4.1636 7.10752 4.12378 4.19563 4.44455 4.53383 4.01996 3.78771 5.60544 3.78722 3.70525 3.61864 7.10195 5.16773 3.65642 3.39266 4.21593 6.29535 3.82554 6.95443 3.73456
threshold=18.594956516900002 23.803605515150004 227.14331114760003 11.848158554650002 74.986474174450009 193.52305340940003 195.32149859550003 83.715897724050009 11.934972090850001 12.851036860900001 23.900317844600004 180.19381692845005 103.82556453975 27.952168727600004 237.45530840880002 14.708525021850003 102.65877371115 7.5441126493500006 17.108018746400003 17.654958715000003 14.479966139550003 98.741690215100007 11.260263094250002 17.991885019200001 166.83257850275001 66.290220196950017 122.26439358135001 28.321365561200004 67.316303128300021 30.372394345600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 11 5 6 -5 9 15 16 -11 -1 -13 14 -14 -8 18 -18 20 -12 21 22 -6 -24 29 -26 -27 28 -28 -10
right_child=1 2 -4 4 7 -7 8 -9 24 10 19 12 13 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0046959009305602029 0.001091810371024324 -0.00065717103343945857 0.0043432958478542387 -0.0033077966671731618 0.0045002021829818346 -0.0048687557069020601 -0.0048840014191626454 -0.0032159223238005436 -0.0050796155279084028 -0.0043616324490579079 -0.0011647855528599859 -0.0033757632534702916 2.017447503669096e-05 -0.0023040728403733346 0.0058896322379538074 0.0024612794745877682 0.0018476553152656926 -0.0054561935236636079 0.0040433556149182242 0.0044714825713863659 0.0020230758389904006 -0.0063372841969723832 0.0017327697180862908 -0.0041062753000876331 0.0036557316194153946 0.00485265575463684 -0.0038866955352528576 -0.005462665069677658 0.0033869682077069824 0.0025008496378472527
leaf_weight=6.2697407230734816 195.64684569090605 50.838075686246157 3.3993939012289038 9.1004582047462446 4.2743494212627393 7.0639330465346566 4.9368670210242263 5.1065227501094332 3.0932050384581116 6.4500828646123392 4.2449097484350204 10.844862710684536 18.949578624218706 13.433320542797444 2.512791506946086 1.6847030185163019 3.8622840233147135 3.2721155397593975 9.4222601130604726 3.6629937514662743 28.054601665586233 2.8318354152142993 3.6064476817846298 3.6253284029662609 8.7919559106230754 3.5885815434157839 4.1742640286684018 2.8898911103606215 4.7235235348343849 1.6965168584138153
leaf_count=155 760 342 9 131 11 113 79 67 48 59 36 171 185 252 5 9 16 33 28 10 115 28 21 36 26 11 63 44 14 23
internal_value=0.000218549 0.000780219 -0.000343761 -0.000551907 -0.000143813 -0.00120568 -0.000626548 0.000556897 5.92562e-05 0.000819709 -0.001163 -0.00157318 -0.00114514 -0.000451908 0.000707364 -0.00301517 0.00130263 -0.00150218 0.00168882 0.00144597 0.0011655 -0.000512497 0.000921073 -0.00119438 0.000762259 0.0013879 9.11778e-05 -0.00135838 -2.53624e-05 -0.00239462
internal_weight=432.052 249.884 54.2375 182.168 130.158 51.7439 44.68 78.4137 35.5795 73.3072 14.358 52.0103 45.7406 34.8957 21.4624 6.62157 58.9492 7.1344 51.8148 7.9079 42.3926 14.338 11.5061 7.23178 28.9579 24.1682 15.3763 11.7877 8.89779 4.78972
internal_count=2900 1111 351 1789 1021 561 448 460 317 393 105 768 613 442 190 88 288 49 239 46 211 96 68 57 229 158 132 121 77 71
is_linear=0
shrinkage=0.00410586


Tree=151
num_leaves=31
num_cat=0
split_feature=16 0 16 4 10 4 6 3 5 6 10 17 17 9 17 18 18 9 7 0 13 17 5 10 15 18 12 13 18 17
split_gain=8.01001 4.2152 5.29179 5.2395 8.33699 4.88262 8.3536 4.34641 4.00368 4.60133 3.96741 4.35713 3.96534 6.06872 4.95549 3.89908 3.85634 6.30045 4.63031 4.35041 5.35073 3.81948 3.62248 4.8143 3.52158 6.12485 3.8345 8.59966 5.75247 5.8577
threshold=18.594956516900002 86.530713386650021 22.614947116400003 248.34582299520005 62.041548276350007 310.49012963040008 15.925372093750001 93.308316333450009 7.7286379265000011 15.675366252400002 61.944763783650011 192.34053301495001 188.16174763880002 195.39349636155001 186.34046889365004 15.232298661650001 13.5538556217 196.26893085885004 23.9444576715 96.249489528150022 109.34496908160001 188.84204146815003 5.2595069053500012 90.740838818900016 28.452330424200003 14.025183600500002 219.23896387120001 95.870416931800023 17.327266398450003 210.17222418255002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 12 7 16 15 -5 22 24 -9 -12 14 -14 -2 -7 -3 18 -18 20 -19 -6 23 -1 26 -26 27 -10 29 -29
right_child=1 2 -4 4 21 6 -8 10 9 -11 11 -13 13 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0003831938291038466 0.00082017193863934742 0.0031627736958483831 0.0034539615386197501 0.0037989492740711545 0.00081223203851031264 -0.0083923570407643394 0.001649721168896651 0.00014261181562263048 -0.0055791214529119504 -0.0040386589735146496 -0.00743255818224606 -0.00050217505591821407 0.0036961508566071451 -0.0011021490093324911 -0.0036725464614223023 -0.00073161211341515495 -0.00047120157541651167 -0.0034334957044871001 -0.0070792696062624352 0.0051613716739645678 0.00165872598560103 -0.0079856130742455549 -0.0054205028314296792 -0.0052871126300871015 0.0032343086955446739 -0.0050673870162312746 0.0012736074236798529 1.3533169215662413e-05 0.0047310688520787085 -0.0060773518416892373
leaf_weight=13.108088904991751 29.904816053807735 22.956772975623608 26.160593882203102 5.6162243187427512 1.5629526041448105 4.5311193764209738 8.828455373644827 23.12172738276422 7.4859042894095174 7.5402752552181473 4.2389097269624454 4.8068000562489033 22.455921184271578 9.2371280640363675 7.6569252014160147 2.5941683873534203 9.6128402799367887 5.8954727947711936 3.6261462122201911 7.2089906260371199 39.136753708124161 5.6712104193866253 7.090477777644991 5.1900113197043529 3.0624318383634073 7.8971987385302782 49.615814534947276 57.55442975461483 5.9442287161946288 4.2071401551365843
leaf_count=116 151 72 86 16 19 37 33 124 179 197 49 29 66 41 40 15 42 42 36 19 141 53 192 207 15 123 313 377 20 50
internal_value=0.000262506 0.00083819 0.00144991 0.000139327 -0.00118409 0.000947691 -0.00158961 -0.000245784 -0.000572969 -0.000249857 -0.000951968 -0.00374982 0.000999591 0.00229766 -9.56644e-05 -0.00560324 0.00140541 0.000789297 -0.00228115 0.00156741 0.000992069 -0.00608482 -0.00239679 -0.00122511 -3.94339e-05 -0.00274766 0.000198381 -0.000511115 4.92303e-05 -0.000401372
internal_weight=413.52 244.824 130.551 114.273 45.0178 104.391 15.9537 37.7837 168.696 143.307 32.1674 9.04571 69.2548 31.693 37.5617 7.12529 88.437 65.4802 13.239 52.2412 45.0322 7.23416 25.3886 18.2981 135.767 10.9596 124.808 75.1917 67.7058 61.7616
internal_count=2900 1111 523 588 290 437 85 218 1789 1274 202 78 298 107 191 52 352 280 78 202 183 72 515 323 1077 138 939 626 447 427
is_linear=0
shrinkage=0.004983


Tree=152
num_leaves=31
num_cat=0
split_feature=16 5 9 6 5 16 16 9 16 16 3 6 4 7 5 3 17 7 0 2 18 17 7 19 0 12 5 15 13 2
split_gain=8.55247 4.49214 4.33578 3.99024 4.43776 4.1601 5.82634 4.3009 8.99618 7.0917 6.28523 4.69578 3.96682 5.0332 4.41406 4.17754 3.93623 4.23351 4.3243 4.00866 3.90919 3.8471 9.08842 3.83781 6.09291 5.70139 4.4329 5.21818 10.2284 3.40315
threshold=18.594956516900002 23.803605515150004 227.14331114760003 15.675366252400002 11.848158554650002 15.919962772200003 13.534968349350001 191.87997069285004 17.844958270700005 18.384957008000004 83.960547413900017 13.475314848550001 323.29283506040002 21.330714749000006 13.999568943650003 77.642670807350015 189.37128582595003 27.952168727600004 103.82556453975 146.11720701395004 14.385463547100001 192.2469332606 27.764933725700001 11.850956171350001 98.615332683000005 243.55407972130004 16.222050829800004 23.969938375100003 104.51649827935002 76.773444779000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 16 6 12 10 -9 21 -7 -12 14 -14 15 -6 -1 18 20 -20 -18 -10 -23 -8 26 29 -25 28 -28 -26
right_child=1 2 -4 -5 5 7 23 8 9 -11 11 -13 13 -15 -16 -17 17 -19 19 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0032902891242015462 0.0010533972249604654 -0.00070627896189144677 0.004390365770343835 -0.0035392015324372606 -0.0050417474009800114 0.0047064148199845272 0.0035023037881304242 -0.0049698956150708963 0.0046900681207668561 -0.00519221950870813 -0.0054159441917113488 0.0011546166597918275 0.0036582001094489698 -0.0019142791991172505 -0.0049379609382216669 0.0020049276320006689 0.0018215182838945594 -0.0030324329661611618 -0.0050109985038684236 0.0022557870290392077 -0.004968323411937558 -0.0050602927860308377 0.005390887370550353 0.0040770971053743985 0.00018450509704631181 0.0021388140006121849 -0.0069537696816476284 0.0033296614019422141 0.0030662827047437816 -0.0056816487466767847
leaf_weight=14.742373296059666 191.33159450814128 47.307761535048485 3.2550766170024863 7.5130743943154803 2.216739948838951 5.002043902873992 13.130981102585791 11.06875296495855 4.8156366273760778 3.4482005387544623 3.1973881758749467 5.2320064790546894 5.8706515766680223 5.9596547074615955 6.9218497183173895 4.9914734363555908 2.4223955608904388 9.4401163775473815 1.5302393548190618 14.602643854916094 4.2819786351174116 3.41090471111238 2.7359145283699036 11.037469156086447 2.7018883414566499 4.7958476580679408 3.7425730824470502 6.1993901655077934 3.6929188705980778 5.4323420897126198
leaf_count=310 760 342 9 197 42 12 41 123 17 52 34 27 22 53 120 24 16 216 29 112 85 52 6 32 18 23 32 21 15 58
internal_value=0.00023804 0.000754158 -0.000378173 -0.000495756 -0.000355152 9.48593e-05 0.000672027 -0.00104274 -0.00207383 0.00015063 0.000913214 -0.00133769 -0.000973829 0.000850999 -0.00250165 -0.000162134 -0.00146157 -0.000626318 0.000368285 0.00156652 -0.00251505 0.0018312 -0.000408532 0.00151421 0.000819961 -0.00155519 0.00206471 0.000435678 -0.0019772 -0.00373313
internal_weight=412.032 241.894 50.5628 170.137 162.624 115.605 76.6938 38.9108 25.4794 14.4107 13.4314 8.42939 25.9604 11.8303 14.1301 7.20821 47.0197 32.2774 22.8373 16.1329 6.70437 10.9625 6.14682 50.7334 37.6024 12.9301 24.6724 13.6349 7.43549 8.13423
internal_count=2900 1111 351 1789 1592 824 501 323 250 127 73 61 261 75 186 66 768 458 242 141 101 75 58 240 199 99 100 68 47 76
is_linear=0
shrinkage=0.00427152


Tree=153
num_leaves=31
num_cat=0
split_feature=16 5 6 0 4 10 16 4 6 3 10 17 18 17 9 17 18 9 2 3 13 15 18 5 10 17 12 13 13 18
split_gain=10.3262 4.80638 5.05158 4.36074 5.33127 7.42552 5.05427 4.7806 8.74437 4.38177 4.31769 4.97249 3.93668 3.82929 6.71946 4.57566 3.81382 5.47191 5.31399 5.01178 6.50478 3.72315 5.85081 3.68562 5.19319 3.67169 3.48151 7.17602 4.82471 4.91026
threshold=18.594956516900002 7.7286379265000011 15.675366252400002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 310.49012963040008 15.925372093750001 93.308316333450009 61.944763783650011 192.34053301495001 15.232298661650001 188.16174763880002 195.39349636155001 186.34046889365004 13.5538556217 196.26893085885004 101.14502893930002 83.511574906150017 109.34496908160001 28.452330424200003 14.025183600500002 5.2595069053500012 90.740838818900016 188.84204146815003 206.66000365515004 95.99139754765001 108.61908538635001 15.946034773700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 21 4 13 9 7 16 12 -6 -11 -12 -9 15 -15 -2 -5 18 -18 -19 -21 26 -23 24 -1 -7 27 -3 29 -29
right_child=3 2 -4 6 5 25 -8 8 -10 10 11 -13 -14 14 -16 -17 17 19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00020710931500149123 0.00074366246304363411 -0.0047055685972844478 -0.0034635702642279295 0.0027421001964281462 0.0032289124934946228 0.00065771933216130125 0.0029610935963990696 -0.0070661179333440733 0.0015182612324711054 0.00015177211146479331 -0.0064747589556422161 -0.00027952210967134333 -0.00062304343053869258 0.0032210758129584648 -0.0010265338715364589 -0.0028728490110342354 0.0003916150914323169 0.0045292781567640231 -0.0050109040881146077 -0.0032164362791509806 0.0014661616384367571 0.002474766260784422 -0.0042920149092581907 -0.004626232602327713 -0.0045087794849182818 -0.0065232229372372344 0.0008845652047106997 -0.0013668864597772556 0.0041692584128869229 0.0012195156100673905
leaf_weight=13.935610629618173 31.242523428052664 6.5872109457850447 8.2598356157541257 23.478400021791458 5.6747900843620291 1.6503515075892199 26.300012782216072 4.5596277415752438 9.2991397976875287 24.223005600273609 4.4310549795627576 4.8439060300588608 2.6950355619192123 22.907955065369606 9.3748176991939527 7.8113193921744815 8.878482945263384 7.7197422981262198 5.131793498992919 6.098630614578723 40.41286788880825 3.1763402149081221 8.1093278191983682 7.8382605202496043 5.9526546560227862 5.5456007607281208 60.043673101812601 34.97754368185997 4.4620531946420661 20.972964875400066
leaf_count=116 151 158 197 72 16 19 86 37 33 124 49 29 15 66 41 40 36 19 42 42 141 15 123 192 207 53 384 273 13 111
internal_value=0.000232967 -0.000558079 -0.000252865 0.00077955 0.000185411 -0.000930238 0.00129922 0.00089554 -0.00119486 -0.000205352 -0.000787141 -0.00323926 -0.00467258 0.000910582 0.00198758 2.03092e-05 0.00127282 0.000767316 -0.00158726 0.00137561 0.000852175 -6.11491e-05 -0.00238751 -0.00217173 -0.00120438 -0.00487631 0.000145509 -0.000516817 -6.00872e-05 -0.000397377
internal_weight=426.595 174.315 146.589 252.279 117.705 46.3687 134.574 108.274 16.5538 39.1728 33.498 9.27496 7.25466 71.3366 32.2828 39.0538 91.7199 68.2415 14.0103 54.2312 46.5115 138.329 11.2857 27.7265 19.8883 7.19595 127.043 66.9998 60.4126 55.9505
internal_count=2900 1789 1274 1111 588 290 523 437 85 218 202 78 52 298 107 191 352 280 78 202 183 1077 138 515 323 72 939 555 397 384
is_linear=0
shrinkage=0.00422636


Tree=154
num_leaves=31
num_cat=0
split_feature=5 17 12 6 15 7 13 5 13 16 15 3 13 16 7 0 6 13 13 16 16 13 9 18 17 6 8 2 18 9
split_gain=8.99633 4.56712 5.04605 3.74383 3.45361 4.14442 3.71838 9.43724 4.49793 8.67351 5.40191 5.32597 5.06583 6.56659 4.55949 4.46099 4.15026 4.67843 6.93856 4.89095 5.81808 6.17603 5.22998 6.96182 4.94425 4.27845 5.48025 4.21197 4.57435 6.70554
threshold=12.294714844000003 166.83257850275001 101.62436419600002 10.510245570250001 46.574831689400007 23.539316666200005 119.04223755815001 30.133297129900004 112.82921081865001 19.974953289850003 38.567335632300008 89.227236891450005 109.57886493895002 19.214955067100004 19.041006859700005 93.262612545250008 14.980350013450002 109.34496908160001 107.97116697695002 18.714956236300004 15.919962772200003 95.870416931800023 191.87997069285004 17.552559642400002 177.48499193625003 14.755344756250002 7.943800736700001 187.77144079505004 15.946034773700001 203.64522440670001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 8 -8 9 10 12 -10 13 14 -3 -14 17 18 19 20 21 24 -22 -24 -16 26 -20 28 29 -23
right_child=1 4 3 -5 5 -7 7 -9 11 -11 -12 -13 15 -15 16 -17 -18 -19 25 -21 22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016694535719183816 0.0023295956544481479 0.0064755489191698472 0.0043244515955807271 -0.0043354603821071681 -0.0045153497342916987 0.00065410112418700067 -0.0067782558743311556 0.0039806823728849253 0.0041158483826796936 -0.0052613085390971065 -0.0058921121304326444 0.0011397206003770622 0.00062196450139757702 -0.0062490661135938498 0.001401584212231557 0.0054194910447271424 -0.0044209062211951027 0.0045777835572256191 0.0022311779483214942 0.0049163338155665199 0.0016065758009556228 0.00037486200354455999 -0.0053397202666141674 0.0025936069933589576 -0.0063882529763066255 0.0011401271693980959 -0.0067025243997698497 0.0033754794540764477 0.0025414880395242378 -0.0075743581468678172
leaf_weight=53.322262622416019 5.2401483152061727 3.1162325032055369 1.3981312066316594 12.351280333474277 6.9670501220971337 8.8682904317975026 5.1415129769593459 3.4124822206795216 16.860814228653908 6.8502625450491896 3.2444462440907946 147.20247624255717 9.7079962026327866 3.7532856836915007 3.7647185362875444 9.7972769588232023 4.4542831126600495 6.7113035321235648 2.2086157165467721 6.6211050748825064 7.8577570021152523 13.339213643223049 11.56981469504535 3.6642830371856681 4.5003044549375772 4.4562802091240874 7.9307662881910801 24.404704798012972 15.942159563302992 3.3377890884876242
leaf_count=810 42 9 5 202 87 45 56 12 53 45 36 600 49 26 28 23 65 19 15 19 39 75 138 14 71 24 87 106 70 30
internal_value=0.000254913 0.000536291 -0.00185865 -0.00345486 0.000667852 -0.00162029 0.000777701 -0.00248615 0.000864596 0.000258374 0.000509808 0.00144558 0.000650973 0.000287141 0.000485174 0.00303171 0.000330595 0.000512564 0.000263626 0.000758305 0.000446804 0.00121216 -0.00171713 -0.0034315 -0.00283998 -0.00295619 -0.00475654 0.00179948 0.000620358 -0.00121612
internal_weight=417.997 364.675 18.9896 13.7494 345.685 15.8353 329.85 8.554 321.296 157.233 150.382 164.063 147.138 127.633 123.879 19.5053 120.763 116.309 109.598 95.0018 88.3807 65.2889 23.0919 15.2341 8.26502 14.5957 10.1394 57.0239 32.6192 16.677
internal_count=2900 2090 249 207 1841 132 1709 68 1641 988 943 653 907 835 809 72 800 735 716 590 571 380 191 152 99 126 102 281 175 105
is_linear=0
shrinkage=0.00501583


Tree=155
num_leaves=31
num_cat=0
split_feature=16 0 4 10 16 13 18 9 10 7 3 10 6 0 6 10 17 9 17 9 17 6 7 17 18 15 18 15 12 8
split_gain=7.21058 3.67148 5.25952 7.29656 4.72416 4.51194 4.85493 5.07838 4.26765 4.26128 4.17227 3.96466 8.92532 4.02221 5.1119 3.62322 4.13837 3.61583 3.52739 5.85066 4.83339 3.52478 3.3282 3.32463 4.59176 3.16763 5.40821 3.86857 3.58251 4.51899
threshold=18.594956516900002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 117.50443950750001 13.740383930250003 196.26893085885004 62.55235532115001 23.9444576715 93.308316333450009 66.697957758300021 15.065351999550002 96.249489528150022 14.855347092800002 61.944763783650011 192.34053301495001 200.41824001715003 188.16174763880002 195.39349636155001 186.34046889365004 15.675366252400002 29.973557588500004 184.59783591905003 12.752103815600002 28.452330424200003 14.025183600500002 28.321365561200004 206.66000365515004 1.3489472949000001
decision_type=2 2 2 2 2 2 2 2 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 18 10 5 6 -3 9 -9 -8 -4 -10 13 14 17 -12 -17 -13 20 -20 23 22 25 24 -2 27 -27 28 -1 -30
right_child=1 4 3 -5 -6 -7 7 8 11 -11 15 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0010972491887630074 0.0011848482587578791 0.0033961042930669167 0.0042342355527141161 -0.0067453447087363868 0.0038243825627717952 -0.0039502086082537193 -0.00051093121299210253 -0.0037321253174310352 0.0037821419458421682 -0.0077262164520402682 5.5649234554700642e-05 0.0017210210310528188 -0.0075046256239406197 0.0050746823662833427 0.0032739061219390973 -0.0084643542025168023 -0.00060680493908346232 -0.0052684182002698775 0.0041901337066258745 -0.001221946336827236 -0.0040814465782988462 -0.004535779014871154 -0.0059859174651256545 0.0043540312994533705 -0.0055193131957003618 0.0031938138535976207 -0.0058052893481321116 0.007289770675981729 -0.0032148537107631794 0.0012918638840750251
leaf_weight=71.47482817620039 17.459352292120464 26.942703992128372 5.4890586659312239 6.8919302430003873 24.985236011445522 5.5357733294367781 8.5186049565672857 5.0511860474944106 19.527562588453293 3.8714682050049296 22.481113057583574 3.9410757571458905 3.9500213190913191 7.9769465550780287 9.5152150690555555 4.0811736024916154 4.6782390549778938 6.1830461025238037 21.932743726298217 9.228622190654276 7.5707250311970702 7.1547245429828754 3.4430875787511459 7.333295874297618 4.1029291376471511 3.0125372707843763 7.7802187837660313 2.2739732116460791 8.2499471083283407 58.830070424824953
leaf_count=745 98 88 16 72 86 28 38 24 65 43 124 18 28 24 31 49 29 50 66 41 40 197 164 22 31 15 122 5 150 391
internal_value=0.000304058 0.000937582 0.000182624 -0.00136123 0.00160416 0.001055 0.0013452 0.000538948 0.00126816 -0.00276546 -0.00035095 0.0017625 0.000513103 0.0016599 0.000272908 -0.00115658 -0.00426778 -0.0025476 0.00117844 0.00258731 -2.54695e-05 -0.000622479 -0.000441918 0.00103721 -9.08377e-05 -0.000316022 -0.00329341 -8.78434e-05 -0.000208925 0.000737598
internal_weight=399.467 237.248 111.249 43.6215 125.999 101.014 95.4778 68.5351 56.1451 12.3901 36.7296 51.0939 31.5663 27.6163 19.6393 31.2405 8.75941 10.1241 67.6277 31.1614 36.4663 162.219 155.065 28.8956 21.5623 151.622 10.7928 140.829 138.555 67.08
internal_count=2900 1111 588 290 523 437 409 321 240 81 218 216 151 123 99 202 78 68 298 107 191 1789 1592 151 129 1428 137 1291 1286 541
is_linear=0
shrinkage=0.00570254


Tree=156
num_leaves=31
num_cat=0
split_feature=16 10 6 5 9 7 10 16 13 12 5 7 6 3 17 10 18 13 6 13 9 8 10 0 14 10 18 18 4 10
split_gain=12.664 5.21468 5.48726 5.13172 4.45677 4.38967 5.5183 4.12597 7.00888 7.73111 9.42797 6.64059 6.36063 5.96502 5.65495 7.03083 4.14584 5.1228 4.66166 4.08478 4.66872 8.63288 4.32925 3.84904 4.11697 4.33255 6.67094 4.38037 6.63073 3.72002
threshold=18.594956516900002 90.988176966900014 15.675366252400002 23.606333875400001 227.14331114760003 19.468732114900003 66.499011856650014 15.919962772200003 98.238948544700023 216.11788648010003 3.0506950448000008 22.426784932800004 13.265309941850001 73.962171626800014 239.21206428850002 70.343506983200015 15.287416123250003 104.02719889955002 11.865277230300002 108.61908538635001 191.87997069285004 3.0476216663000004 70.865067860500019 86.420486603250012 384.93581166080008 55.94143677835001 13.278511569200001 11.639306137250001 193.80606919430002 83.366398167100016
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -1 -7 8 9 10 -8 -11 -12 -13 15 -9 17 18 -10 20 21 -17 -21 24 25 27 -27 28 -5 -15
right_child=3 -3 -4 4 -6 6 7 14 16 11 12 13 -14 29 -16 19 -18 -19 -20 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0031365450870350252 0.0011010423885499483 -0.0030300678263406201 -0.0033615299875381656 0.0039701386044516647 0.004104084021066207 -0.0037869006449603418 0.0029963279108935477 0.0022725661402823649 0.00096214109568875327 0.0032731410452626311 -0.0045765190273834239 0.00082808949735326909 0.0016774913747156146 -0.0051500606932869336 0.0029942146202159591 -0.003563553624881552 0.0021338449872246334 0.0016494090947409149 -0.0052898270767337673 -0.0025464558269855495 -0.0040350406409611368 0.0029699609183204889 0.0050291167698452936 0.0016932670930453265 -0.0043448964802312081 -0.0030224843331339447 0.00066483675492676295 0.0041239143618900199 -0.0053203078610575159 -6.3772917920671736e-05
leaf_weight=5.7567088156938544 194.70986377447844 12.006970196962355 8.8752763997763378 2.1608194448053819 3.4210439026355735 6.7461322229355565 3.9958274997770813 6.0962180495262137 3.1292034089565304 9.4069199636578542 15.918710350990297 16.698546655476097 2.9335006698966017 5.431844584643839 4.5184863638132802 7.7502526696771401 32.523418243974447 9.5459825545549375 4.3306315615773201 2.3408153671771279 18.300100119784474 5.1124196127057076 2.2568294778466225 10.073555462062357 4.9201641771942368 16.010712303221229 14.015203572809694 5.243076104670763 2.5522397235035896 3.6701215282082558
leaf_count=17 741 319 197 9 9 81 17 23 16 33 267 109 18 66 18 119 129 33 45 35 195 18 5 38 46 152 68 14 34 29
internal_value=0.000227355 -0.000541848 -0.000371457 0.000796705 -0.000218032 -0.000212035 -0.000331986 -0.0001806 0.00023887 -0.000681225 -0.00244916 0.000466086 -0.00360336 -0.000557372 -0.00115372 -0.0016015 0.00131736 -0.000244171 -0.00266729 -0.00226192 -0.00276857 -0.000966732 0.00117214 -0.00048699 -0.000976118 -0.000561558 -0.00130135 0.00166953 -0.00106087 -0.00309915
internal_weight=440.452 187.345 175.338 253.107 58.3968 166.463 160.706 153.96 107.585 58.0555 22.848 35.2074 18.8522 25.8005 46.3751 41.8566 49.5292 17.0058 7.45983 35.7604 31.1628 12.8627 4.59764 54.9758 44.9022 39.9821 30.0259 9.95614 4.71306 9.10197
internal_count=2900 1789 1470 1111 370 1273 1256 1175 762 539 302 237 285 204 413 395 223 94 61 372 332 137 40 361 323 277 220 57 43 95
is_linear=0
shrinkage=0.00390278


Tree=157
num_leaves=31
num_cat=0
split_feature=16 5 5 10 17 10 4 16 9 19 15 17 0 7 17 18 6 2 13 6 18 16 6 0 8 18 16 6 18 7
split_gain=16.2246 6.4951 5.93199 7.73936 6.97205 5.4583 5.26808 5.10428 5.06523 4.74194 6.99536 4.28359 4.92087 5.22259 5.01457 4.03335 4.01194 3.9272 3.8082 4.30912 7.31162 3.73394 4.39653 3.6204 5.82489 3.75056 4.40682 6.8955 3.88864 3.49261
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 193.52305340940003 83.715897724050009 195.32149859550003 11.934972090850001 227.14331114760003 12.851036860900001 23.900317844600004 180.19381692845005 103.82556453975 27.952168727600004 237.45530840880002 14.708525021850003 15.675366252400002 127.00089009170001 116.59305220125002 22.585527707250005 13.278511569200001 22.674946976100003 16.405383309150004 102.65877371115 7.5441126493500006 17.108018746400003 14.479966139550003 11.260263094250002 15.103091397600002 19.468732114900003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 9 -4 15 18 23 -11 -1 -13 14 -14 -8 29 -18 -3 20 -20 22 -22 25 -25 26 27 -5 -29 -9
right_child=1 8 3 5 -6 -7 7 16 -10 10 -12 12 13 -15 -16 -17 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0042103764578828896 0.0011424498167641876 0.0013424713363407281 -0.0030211188727015848 0.0032226362781862207 -0.0043778009613697749 -0.002923525931586964 -0.0043744852769157646 0.0040355372862371395 0.0039182614353401443 -0.003878512335254655 0.0012159748056678847 -0.0031872765061059191 -3.4906858626607891e-05 -0.0022271823266332385 0.0053586749504085634 0.0018848266861273889 0.0042062629758549035 -0.0040032059039528355 -0.0031766815298484227 0.0032951556983694379 -0.0046414538959593746 0.0023275623105211262 0.00013080995486061095 0.0017760588089267598 -0.0047681341152466935 0.0036525217576670772 0.0019592355955975293 0.00051209502218940565 -0.0040274567789265713 0.00054343822820059702
leaf_weight=7.0439115688204756 202.4403263926506 10.965131197124718 10.028763821348546 4.6305111497640601 7.8335592579096547 5.5347997248172751 5.4362806547433129 4.6274934038519921 3.5827387124299994 6.4454774372279635 8.035274174064396 12.107782535254954 19.93367234244943 14.3627404384315 2.5838540345430365 1.8245348855853079 0.95912181213498016 3.9895221199840307 16.934668054804206 2.7839519977569571 3.3575618155300644 6.538652852177619 10.806049183011053 4.0483729839324942 3.2566586248576641 9.6244634799659234 29.559204939752817 4.3023117594420892 5.990375641733408 21.263814769685268
leaf_count=155 760 46 131 13 113 67 79 11 9 59 46 171 185 252 5 9 6 95 184 7 28 23 54 16 33 28 115 26 57 117
internal_value=0.000241897 0.000840928 -0.000555301 -0.000147907 -0.00119079 0.000568842 -0.000672075 -5.3767e-05 -0.000269523 0.000823538 -0.00105161 -0.00155423 -0.00117231 -0.000510794 0.000583999 -0.00280161 0.000593173 -0.00241209 -0.000561503 -0.001078 -0.00140148 5.06559e-05 -0.00100048 0.00126569 -0.00114141 0.00159068 0.00114457 -0.000469091 -0.00212994 0.00116757
internal_weight=450.832 257.409 193.423 137.391 55.9631 81.4274 48.1295 38.1008 54.9688 75.8927 14.4808 56.032 48.988 36.8803 22.5175 7.26082 30.84 4.94864 51.386 40.4209 37.6369 20.7023 14.1636 61.4119 7.30503 54.1069 44.4824 14.9232 10.2927 25.8913
internal_count=2900 1111 1789 1021 561 460 448 317 351 393 105 768 613 442 190 88 229 101 342 296 289 105 82 288 49 239 211 96 83 128
is_linear=0
shrinkage=0.00364274


Tree=158
num_leaves=31
num_cat=0
split_feature=16 0 16 18 9 4 10 4 6 5 3 10 5 17 10 6 16 18 15 18 12 13 18 16 17 7 10 7 13 18
split_gain=12.015 5.61764 6.3543 5.79287 6.75456 5.71881 8.77514 5.64984 4.83391 5.84401 4.5273 5.15486 4.49546 4.43224 4.42559 4.11391 4.0654 4.91844 4.05427 6.69006 4.32149 10.1756 6.04243 6.45634 7.28459 5.53474 5.55952 4.33843 3.97979 5.32903
threshold=18.594956516900002 86.530713386650021 22.614947116400003 13.5538556217 196.26893085885004 248.34582299520005 62.041548276350007 224.02099845660004 15.675366252400002 7.7286379265000011 93.308316333450009 61.944763783650011 19.385335982600001 192.34053301495001 62.197478847950002 16.375382608200002 21.979948601300006 12.689322466800002 28.452330424200003 14.025183600500002 219.23896387120001 95.870416931800023 17.327266398450003 12.644970430600003 208.12573104970002 26.626668929150004 71.666228383350017 20.562096111400006 108.61908538635001 15.946034773700001
decision_type=2 2 2 2 2 2 2 2 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 -3 7 15 10 12 9 -1 -7 -12 -5 -13 -6 -2 17 -17 20 -20 21 -11 23 -23 28 26 27 -22 29 -25
right_child=1 2 -4 4 14 6 -8 -9 -10 18 11 13 -14 -15 -16 16 -18 -19 19 -21 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017588447005688645 -0.0023332162539527932 0.0022102348799719704 0.0025947322528304746 -0.0023042494969954057 -0.0017683772190987945 0.0026724868829927045 -0.0041446810457162527 -0.0054169972169906822 -0.0029353638016184854 -0.0038908341094448544 0.00021522765493736136 -0.0051962970241115737 0.0021445383810328603 -0.00053128286635415248 0.0010857561289568133 0.00041945023280506334 0.0012762818228073093 -0.0052859212859615329 0.0022228429579464466 -0.0035619711370255091 0.0019235815919704862 -0.0041218863096344153 0.0032414695928881048 -0.00056509249603972991 -0.0036287537612383694 -0.0010708660672694777 0.0022904164869148739 -0.0025158465968026988 0.0034680625975213367 0.0019573710931282454
leaf_weight=28.834351191297174 4.7866116017103186 25.297788925468922 28.342039428651333 6.7239726930856687 7.1253484636545172 5.743628926575183 7.6902799252420655 3.7202815115451804 8.9456516057252866 8.7326688133180124 24.550012901425362 4.5631318278610689 4.4306716844439507 5.0396455302834511 61.739258274435997 6.0773612894117814 59.14696729183197 2.5106489397585392 3.2301283851265898 8.6343337893486005 4.5237272940576059 4.7640606351196757 6.2870962843298903 35.50251629948616 5.7870437018573275 12.990760568529366 28.820833522826433 6.0501391030848026 4.6061745584011069 13.628341805189846
leaf_count=515 25 76 86 44 33 16 72 32 197 179 124 49 13 29 239 46 201 26 15 123 19 68 20 232 61 117 111 66 13 53
internal_value=0.000198478 0.000674642 0.00114823 0.000772238 0.000337818 0.000132955 -0.000790746 -0.00175764 -0.000477643 -0.000350109 -0.000144255 -0.000617959 -0.000537172 -0.00274805 0.000790442 0.000739063 0.000956172 -0.00124848 -6.71568e-05 -0.00198704 0.000105809 -0.000399034 3.30254e-05 -0.000280746 2.66827e-05 0.000870106 0.00151016 -0.000616564 0.000420344 0.00013461
internal_weight=438.825 257.488 137.379 109.037 83.7395 120.108 47.5867 14.8749 181.338 172.392 39.8964 34.1528 11.1546 9.60278 68.8646 72.5216 67.735 8.58801 143.558 11.8645 131.693 79.3079 70.5752 64.2881 59.5241 52.3855 39.3947 10.5739 53.737 49.1309
internal_count=2900 1111 523 437 361 588 290 89 1789 1592 218 202 57 78 272 298 273 72 1077 138 939 626 447 427 359 313 196 85 298 285
is_linear=0
shrinkage=0.00342906


Tree=159
num_leaves=31
num_cat=0
split_feature=6 6 0 0 10 0 0 15 5 16 10 3 5 8 9 18 16 0 5 5 5 5 19 15 0 7 0 2 2 4
split_gain=3.84365 5.57628 3.32714 3.25579 5.02909 3.01399 5.12499 4.33252 4.91767 3.92503 6.01384 7.69846 7.18909 3.77632 3.52393 5.21921 3.24239 2.68366 2.60613 3.47592 5.03352 3.40406 3.2889 3.28459 3.24333 3.81464 2.85777 2.81062 3.40639 2.56905
threshold=13.665319288000001 13.775321858200002 97.835679825150024 85.716110573100011 62.00390986255001 93.972365491700018 96.055920542800024 29.049007317550004 18.092020786850004 19.214955067100004 66.697957758300021 89.227236891450005 17.671168838450004 8.1436447804000007 206.08249486475003 15.556223714900002 19.134955254150004 85.678472159250006 20.950952025950006 18.725555412050003 15.299679811400003 23.234643166550004 9.4507625164000029 32.188927121800006 95.590817286200021 20.778835947700006 96.055920542800024 68.519383356500015 82.092636011950006 390.96858665540009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 -2 3 4 29 9 7 8 -7 -5 11 -11 -12 -14 -8 -16 -9 -6 19 20 22 -20 -1 -22 25 -24 -26 -28 -29 -3
right_child=1 2 -4 5 17 6 14 16 -10 10 12 -13 13 -15 15 -17 -18 -19 21 -21 23 -23 24 -25 26 -27 27 28 -30 -31
leaf_value=-0.020821449748519159 0.017002617735374266 0.0013467238401739354 -0.016153892325918337 0.013181452736938727 -0.021290802468507956 -0.0111795430454269 0.011680629952583088 -0.025250375539924597 0.017140772232328946 0.018796271299445381 0.012208489851397226 0.0028254720529566624 -0.00074945921160393301 -0.026218025132240353 -0.025753641744301788 0.0098952148253665332 -0.00040678453154748234 0.0008092436066539652 -0.028768376991105984 0.0083701519340556949 -0.021889761397798541 -0.0011516535481061378 0.012108314667843815 0.0061570127690679247 0.025653678565597068 -0.025243433847750421 -0.024189990428011465 0.016349701899657502 -0.00060246826346849604 -0.01835838379027576
leaf_weight=3.141419004648923 9.0220493376255018 46.831433720886707 4.0047442093491545 16.322165867313743 7.0934935864061099 5.7290026023983973 11.854453317821028 6.928411925211547 3.9009885489940643 12.741430707275866 4.2938446253538123 110.47801242023706 3.2753205075860006 6.7340751215815544 2.8569246567785731 3.4096379280090332 2.7887250706553459 2.9423896260559559 3.1652489425614467 11.766529614105819 7.6935812067240459 3.6229704506695271 1.4128256067633618 1.9890431277453897 1.674735341221093 3.8687717383727431 1.7810116494074453 4.815949995070695 65.586850949563086 2.6457333099097005
leaf_count=171 34 394 36 72 130 43 39 110 13 42 13 464 16 50 24 20 21 17 43 73 102 23 5 12 4 92 25 28 756 28
internal_value=0.000695483 0.0019713 0.00143913 0.00172003 -0.00225408 0.00295628 -0.00199184 -0.00895539 0.000292661 0.00416138 0.00309081 0.00447692 -0.00885027 -0.0178841 0.00544287 -0.00635709 -0.0181205 -0.0148114 -0.00235041 -0.00158616 -0.00286004 -0.0140289 -0.00129868 -0.0161283 -0.000523733 -0.0152519 0.000529469 -5.34372e-05 0.000557156 0.000293016
internal_weight=374.372 263.853 254.831 250.826 59.5131 191.313 37.4681 19.3471 9.62999 153.845 137.523 123.219 14.3032 10.0094 18.121 6.26656 9.71714 10.0359 110.519 103.731 91.9642 6.78822 82.2816 9.68262 79.1401 5.2816 73.8585 72.1838 70.4028 49.4772
internal_count=2900 1566 1532 1496 569 927 270 187 56 657 585 506 79 66 83 44 131 147 1334 1268 1195 66 1081 114 910 97 813 809 784 422
is_linear=0
shrinkage=0.019455


Tree=160
num_leaves=31
num_cat=0
split_feature=16 5 5 6 9 15 18 12 13 12 13 18 17 9 19 17 10 18 17 18 5 18 6 5 3 19 15 8 14 19
split_gain=9.7906 5.00161 4.51342 5.30051 4.33468 3.70315 5.03292 4.50966 8.01264 4.35639 4.33248 6.0628 6.38091 5.57391 3.68255 3.55454 4.59499 3.77527 6.94294 3.4812 3.32931 4.48782 3.98155 3.29887 3.29731 3.29007 5.94711 3.24134 6.21034 4.00451
threshold=18.594956516900002 23.803605515150004 7.7286379265000011 15.675366252400002 227.14331114760003 28.452330424200003 14.025183600500002 206.66000365515004 95.99139754765001 360.86472214460008 108.61908538635001 15.946034773700001 203.08534335880003 206.08249486475003 12.350996516100002 197.94573456765002 57.729261435100007 13.278511569200001 193.63201810280003 17.140917755100002 5.2595069053500012 16.433295803950003 3.6650856341500009 2.7861270712500006 108.48197402175002 12.951044929850001 23.900317844600004 8.8430989333000021 168.39662374755002 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=2 27 20 5 15 7 -7 8 -4 25 11 13 -13 14 -10 16 24 -18 -19 -14 21 23 -23 -1 -3 -9 -27 -2 -29 -30
right_child=1 4 3 -5 -6 6 -8 9 10 -11 -12 12 19 -15 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0041669523432038497 0.0013368223437590508 0.0018612531900448663 -0.0051096479129875963 -0.0038123625527692584 0.004673215574341796 0.0023102083573585288 -0.0045543722818159387 0.0018358583865589109 -0.0029606867368412847 -0.003489222428417268 0.0043205548185461231 0.0034628899858240468 -0.0040533534135664961 -0.006141657710339401 0.00032683147884956729 0.0015779989305495584 -0.0043372154229527156 0.0023467906492305769 -0.0045953359421580398 0.0017557584545514788 -0.0049225742359603275 -0.004215225381039172 0.0029973010065749077 -0.0015329006127848949 -0.0029636563510839335 -0.0046087978866472794 0.0027335285031420179 0.0023997701489597159 -0.0001968985934251511 -0.0068025518937866701
leaf_weight=4.0511021390557342 178.20536288619041 11.203140065073965 7.3713265713304272 8.1570758465677482 3.2601664364337912 3.0691547803580743 7.7316617146134377 48.620340343564749 11.071603789925577 4.0670859627425662 4.2376631051301947 12.989697460085155 4.9489933960139734 4.7993228845298281 19.101148176938295 10.832261510193346 12.337999638170006 6.6153906714171153 5.3682859316468239 3.7149173468351364 7.1380836907774201 10.163311088457702 1.8630212899297465 4.3119304180145264 3.9376018717885009 4.7964392900466901 4.3068664073944092 6.2653797417879087 3.5567881613969803 4.0231876969337463
leaf_count=12 696 40 158 197 9 15 123 282 107 36 13 46 48 53 113 47 134 28 40 17 192 259 14 38 53 48 18 20 16 28
internal_value=0.000245238 0.000830805 -0.000569548 -0.0002578 -0.000394843 -5.19095e-05 -0.00260374 0.000160063 -0.000643719 0.00104767 -0.000102838 -0.000433869 0.00145215 -0.00160163 -0.000879492 -0.000723361 -0.00135507 -0.00257617 -0.00076305 -0.00156252 -0.00225678 -0.00132351 -0.00309792 0.00122814 0.000606455 0.00136733 -0.00113507 0.00117259 -0.000941312 -0.00370295
internal_weight=422.116 245.606 176.511 148.983 53.5548 140.826 10.8008 130.025 68.2347 61.7907 60.8633 56.6257 21.6536 34.9721 30.1728 50.2947 39.4624 24.3217 11.9837 8.66391 27.5274 20.3894 12.0263 8.36303 15.1407 57.7236 9.10331 192.051 13.8454 7.57998
internal_count=2900 1111 1789 1274 351 1077 138 939 555 384 397 384 111 273 220 342 295 202 68 65 515 323 273 50 93 348 66 760 64 44
is_linear=0
shrinkage=0.00453546


Tree=161
num_leaves=31
num_cat=0
split_feature=5 5 10 17 4 2 10 18 13 5 16 15 18 18 17 7 10 13 16 3 13 16 3 13 5 5 9 9 16 15
split_gain=3.54359 3.01543 3.41529 2.41539 3.7206 2.43247 2.09778 5.06451 2.0895 9.82367 3.42511 3.93949 3.21059 3.78968 3.025 2.36786 6.72343 2.72044 6.28852 4.07666 3.72933 4.91551 4.05192 3.64529 3.51087 4.35264 8.10157 3.50477 3.03577 5.93099
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 166.83257850275001 171.27730165960003 167.29597799085005 89.264875305300009 16.118666550000004 119.04223755815001 30.133297129900004 22.724946859200003 45.169600924000008 13.278511569200001 13.465147564100002 199.88268747760003 19.041006859700005 61.82916008405001 112.82921081865001 19.974953289850003 89.227236891450005 109.72404167800001 19.214955067100004 86.302194445500007 113.96105169155001 20.206488238950005 21.042547594650003 198.78883073475004 192.33792147965002 18.684956306450005 29.049007317550004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 7 -1 10 -10 11 15 -13 -14 -15 -5 -17 18 20 -19 21 28 -22 -21 -25 26 27 -26 29 -18
right_child=3 -3 -4 8 5 -7 -8 -9 9 -11 -12 12 13 14 -16 16 17 19 -20 23 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0080430650206407724 0.0085302538449593106 -0.020967516293232825 -0.020625548181554307 0.011835221805778257 -0.022761320284515264 -0.0045974818285919594 0.014055010246190044 -0.023072463069728846 -0.026694314353375541 0.013786118776370725 0.012019573902605978 -0.023073327145990724 0.012637870659638147 -0.022607082946398026 -0.00082536208473214974 -0.021372939340244711 0.0010353804083692837 0.01455372609913415 -0.018930061278836896 -0.014314081490442492 0.020103838633969043 -0.019442155099017751 -0.00032754936215498678 0.013871296985748531 -0.0095113079838920322 0.0043236811223627295 -0.029941365351848517 0.013102585858176731 0.0085363504950581991 -0.014844546411381124
leaf_weight=5.4570482671260852 4.7810790091753033 4.8323684511706224 3.424646600149571 9.15848117507994 4.9361090604215843 6.9526115152984858 3.7519540321081868 3.2785708084702492 4.996326642110942 4.4268684051930904 12.292367439717053 4.0337448604404953 4.2369967121630898 4.1693979967385513 6.221199594438076 4.8963422914966932 102.45890126377344 13.339363493025301 6.393789291381835 4.5797625314444295 7.989997133612631 4.8780489787459365 7.2477986318990588 11.831871807575224 5.283730670809744 77.244613127782941 4.3868151977658263 5.4522613659501076 17.187520693987608 10.118022305890916
leaf_count=37 47 192 207 53 143 80 23 58 58 16 43 75 22 36 33 77 821 52 46 23 22 36 35 40 24 320 28 18 93 142
internal_value=0.000667756 -0.00727792 -0.00312054 0.00113938 -0.00621082 -0.012139 0.00168011 -0.00363492 0.00150752 -0.00767725 0.00177515 0.00137037 -0.00744416 -0.00313422 -0.00956564 0.00193284 0.0016127 0.00201697 0.000287867 0.00422969 0.00110769 5.76742e-05 0.0103857 0.00296367 0.00372307 0.00242312 -0.00728461 0.00197313 0.000790703 -0.000391852
internal_weight=370.239 20.7446 15.9122 349.494 16.6698 11.8887 12.4876 8.73562 332.824 9.4232 323.401 311.109 18.6613 14.6276 10.3906 292.447 283.289 278.392 156.274 122.118 149.88 134.642 15.2378 108.779 104.199 92.3674 15.1228 10.736 129.764 112.577
internal_count=2900 517 325 2383 270 223 118 95 2113 74 2039 1996 166 91 69 1830 1777 1700 1195 505 1149 1092 57 453 430 390 70 42 1056 963
is_linear=0
shrinkage=0.0197871


Tree=162
num_leaves=31
num_cat=0
split_feature=16 5 5 10 17 12 9 0 5 8 19 15 16 6 6 16 12 5 2 17 7 0 18 17 17 17 6 16 6 16
split_gain=15.5209 6.29967 6.15357 7.72913 8.05804 5.22694 5.0319 4.74401 5.987 7.6044 4.91312 11.5469 6.54472 7.51179 4.53107 5.47798 4.29319 4.4993 4.78643 4.07647 4.64957 5.10509 3.85514 3.68425 6.69791 3.50254 4.64364 4.83287 3.56541 3.8984
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 193.52305340940003 96.350437043050007 226.28914430085004 98.615332683000005 14.515626273450001 2.3481675133500004 12.050972309250001 23.900317844600004 12.644970430600003 13.200308423050002 15.675366252400002 11.934972090850001 207.71672397260002 16.222050829800004 82.092636011950006 189.37128582595003 27.952168727600004 103.82556453975 14.708525021850003 217.44035869100003 201.37020668845003 197.05557773135004 22.585527707250005 22.594947163200004 16.505385645700006 19.314954833200002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 25 16 10 -10 12 -12 13 -9 15 22 17 -5 -19 -1 21 -21 -7 24 -23 26 27 28 -3 -30
right_child=1 6 3 7 -6 14 -8 8 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0029373512213672326 0.0011149595726199894 0.0021217117689528125 -0.0048379990192659473 0.0026126191996382968 -0.0043865776948901047 -0.0042407980462736113 0.0035390706306170409 -0.0042973953103168016 0.0032586076521914221 -0.0031166591680655206 -0.003599856274286023 0.0025801884501939201 0.0031691747519491274 0.0029073735743293918 -0.0028677999194810836 0.00095954555517618748 0.0034257467032894895 0.001783690650609343 -0.0032841230020670491 -0.0024709433975208758 -0.0027563137574602077 0.0015641809428166009 0.0019441871359553609 0.0039530323839880458 -0.0041673606298737583 0.0010998392596063662 0.0033426850554244894 -0.0029192099931143792 0.00039543439579399362 -0.0035236574553944222
leaf_weight=17.549832226708531 201.88112909346819 5.6285299658775356 3.3626596815884104 7.8826997950673166 8.2726596165448409 4.8964592702686778 4.0742288678884497 3.9316535927355316 2.9164356738328925 12.561043374240397 8.5102937780320627 6.9465707391500464 14.643087327480314 3.4258468747138977 6.8915823549032202 28.638003941625357 11.481299832463263 4.2631674669682962 5.274727538228035 7.5221898835152414 11.261431738734244 10.336402472108604 1.7236820571124551 4.1608363986015311 3.4369837250560513 11.970936503261326 2.7429791390895835 15.740074357017873 7.5979264341294748 5.5609470903873444
leaf_count=310 760 28 43 24 113 74 11 60 8 126 77 25 44 11 167 155 34 15 36 101 216 71 9 15 55 52 7 144 45 64
internal_value=0.000254846 0.000827779 -0.000515131 -0.000110114 -0.00115748 -0.000570537 -0.00025964 0.00057824 -5.45291e-05 -0.00191536 0.00071437 -0.000822442 0.00179408 -0.000942664 -0.000230083 0.000285487 0.00173718 0.000624308 -0.00101895 -0.00152732 -0.000853377 -1.15543e-05 -0.00263042 0.00101999 0.000133943 -0.000573945 -0.00111155 -0.00146541 -0.000247414 -0.00126078
internal_weight=445.086 255.197 189.89 135.622 53.785 45.5124 53.3156 81.8368 52.9349 15.4775 37.4575 15.4569 22.0006 7.3575 42.1497 35.2581 28.9019 17.4206 9.5379 54.2677 36.7178 25.4564 6.62014 17.9342 13.7734 49.2414 37.2705 34.5275 18.7874 13.1589
internal_count=2900 1111 1789 1021 561 448 351 460 351 134 217 102 115 71 405 238 109 75 51 768 458 242 83 141 126 340 288 281 137 109
is_linear=0
shrinkage=0.00355676


Tree=163
num_leaves=31
num_cat=0
split_feature=16 4 8 19 17 0 3 16 6 13 18 9 0 9 16 3 7 7 14 10 17 9 16 17 9 5 0 0 3 10
split_gain=3.37643 3.75731 3.16755 2.60188 2.29602 3.65732 2.27371 2.6174 2.2761 3.84418 2.72689 2.05816 3.22966 1.94294 4.87083 4.71517 3.70966 3.58799 3.54468 3.17923 2.81603 2.62737 2.84993 3.3527 2.39377 3.53089 4.94047 4.58122 5.22055 4.42402
threshold=11.934972090850001 398.10712430820007 8.0437227585500022 8.9507221716000007 181.27812760255003 109.87728379140002 108.48197402175002 21.084950694200003 5.0951190466500007 92.504467352450021 16.158105979900004 34.331904962550006 110.74296730945001 66.290220196950017 12.644970430600003 103.44111502715002 19.701858966650004 21.725272673150005 224.07668108470003 55.788194664950005 174.35320691475002 64.606296034500005 14.224966735800002 193.40041255380001 186.67271206880002 27.955576342550007 85.716110573100011 85.656964494200011 94.92945658615001 61.928633034850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -3 -5 -6 8 -8 9 10 -2 12 -1 18 -15 16 -16 -18 -10 -17 -19 22 -20 -24 -22 26 27 28 29 -26
right_child=6 3 -4 4 5 -7 7 -9 13 -11 -12 -13 -14 14 15 19 17 20 21 -21 24 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.013527829443546472 0.011617826060054954 -0.025682923631316683 0.0084629310026934131 0.023982322372255133 -0.029151064116729779 0.0099862866490232384 -0.023869220192526328 0.019291620290379306 -0.013591462885789411 -0.024276004105525981 -0.014979599545142401 -0.022581554755843485 -0.023885372804642917 -0.026098320392468594 0.021099432600282374 0.0068339709647894818 -0.010638924446708218 0.01742696881122539 0.017377629424750528 -0.028291712626582005 0.0077242443602822597 0.025124543900750709 -0.0078875023544533931 0.017848964108347735 0.012237934714775798 0.023046115857858582 0.0017426624194133889 -0.035567530093267706 -0.032529745288309861 -0.015493262847722115
leaf_weight=2.3288436438888374 4.9281544703990203 1.2881220830604423 2.844833309762179 2.9595702923834306 1.5527603868395088 4.7499528331682086 3.3089829860255113 0.86957834661006916 3.4135918766260174 4.4368619145825505 3.0635897079482675 10.176541956141589 2.1981924660503864 3.1285949489101759 4.9390877094119778 1.8053343147039402 11.015985460951923 5.8621560446918002 7.6363962367177072 4.202822457998991 30.713307159021497 4.8241846300661555 8.1087252311408502 3.5742324441671363 7.0232371501624602 3.5544970519840708 212.54740023519844 2.9661614447832099 2.8015995249152175 4.7104611331596971
leaf_count=25 31 57 27 13 21 66 124 3 27 146 66 291 109 63 19 16 116 22 30 79 138 11 56 15 27 13 1174 27 32 56
internal_value=0.000731845 -0.00664308 -0.0129201 0.00379743 0.00789731 0.00034426 0.00134235 -0.0148872 0.00154463 -0.00775197 0.00142185 -0.0170572 -0.0046389 0.00190254 0.00137786 0.00167211 0.00207966 0.00174558 0.0075244 -0.0177371 0.00225054 0.0105099 0.00686054 -1.38015e-05 0.00191395 0.00115003 0.000811712 -0.0104943 -0.00537765 0.00110532
internal_weight=367.534 28.0988 17.5484 10.5504 9.26228 6.30271 339.435 4.17856 335.256 12.4286 7.99174 14.7036 4.52704 322.828 295.271 292.142 286.134 281.195 27.5571 6.00816 270.179 24.1435 19.3194 11.683 264.317 233.603 230.049 17.5015 14.5353 11.7337
internal_count=2900 609 452 157 100 87 2291 127 2164 243 97 425 134 1921 1782 1719 1624 1605 139 95 1489 112 101 71 1467 1329 1316 142 115 83
is_linear=0
shrinkage=0.0221382


Tree=164
num_leaves=31
num_cat=0
split_feature=16 5 6 5 16 16 7 9 13 3 6 16 4 7 5 3 2 19 5 17 7 0 9 17 6 16 6 19 5 18
split_gain=11.0026 4.33132 4.04388 4.77683 4.75751 5.58905 4.6411 6.49853 9.25786 6.28404 5.21079 5.12212 4.02556 5.33487 4.64674 4.28239 3.96188 4.96539 4.37703 3.87641 4.23528 4.52252 3.67017 3.4949 4.0446 5.5862 3.37874 3.50211 4.16714 3.29534
threshold=18.594956516900002 23.803605515150004 15.675366252400002 11.848158554650002 15.919962772200003 13.534968349350001 28.835073444300004 191.87997069285004 108.61908538635001 83.960547413900017 13.475314848550001 18.094957686100003 323.29283506040002 21.330714749000006 13.999568943650003 77.642670807350015 187.77144079505004 12.651020723000002 16.579584939650001 189.37128582595003 27.952168727600004 103.82556453975 226.28914430085004 197.05557773135004 22.585527707250005 22.594947163200004 16.505385645700006 13.851117550450002 30.690160697650004 14.385463547100001
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 9 -9 -6 -11 -10 14 -14 15 -5 17 18 -7 -1 21 29 23 24 25 26 -3 28 -28 -21
right_child=1 22 -4 4 6 16 -8 8 11 10 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0036873947364768288 0.0012454748731611184 0.0030222350679882494 -0.0039339445591166939 -0.0056122685512005992 0.0050806824845069272 0.0023612366474386501 0.0048053664578284281 -0.0048199341439287471 0.0059779099702131832 -0.006066154576220264 0.0012708822932204335 -0.0025399090673920827 0.004090879808963885 -0.0021058201973342401 -0.0054562366450715376 0.0022344632103792829 0.0030381595078108983 -0.0038088635278021323 -0.0022941764582533057 0.0013987305578791272 -0.0033932051242709219 0.0016322889334807193 0.0043015264773134543 0.0016004117360737874 0.0041881426563088455 -0.0039717068516151068 0.0027725109318539956 -0.0061213356519186852 -0.0034893406371717755 -0.0054829265268018356
leaf_weight=14.935139527544377 193.97516775876284 5.393618497997525 7.6511126048862925 2.1743242051452416 4.9940738528966895 19.505038648843772 2.5905918926000586 18.114608582109216 3.1600266695022574 3.3730480149388296 5.7058394588530064 3.0272654332220554 5.9522189274430257 6.2244316134601831 7.0136313233524561 5.0864391438663006 23.074500266462564 4.9775634258985511 5.7199952341616145 2.3994902633130577 9.7083877855911833 16.141881657764316 3.5223706215620032 11.353776266798375 2.6320123672485343 14.701886227354406 5.110668018460272 2.7068241368979207 4.2737610712647438 4.1762798894196749
leaf_count=310 760 28 197 42 12 77 9 194 7 34 27 40 22 53 120 24 91 38 34 16 216 141 11 52 7 144 29 42 38 85
internal_value=0.000286005 0.000929672 -0.000606637 -0.000455153 3.90868e-05 0.000705087 -0.0012571 -0.00166636 -0.00313185 0.000864304 -0.00145502 0.00181038 -0.00105339 0.000923265 -0.00273955 -0.000115336 0.00157814 0.000462691 0.00130558 -0.00171466 -0.000806029 0.0002996 -0.000303006 -0.000654273 -0.00138949 -0.00184559 -5.78684e-05 -0.00143183 -7.91977e-05 -0.00297182
internal_weight=419.376 243.67 175.706 168.055 120.694 79.7281 40.9655 38.3749 24.3019 14.073 9.07889 6.18729 26.451 12.1767 14.2744 7.26076 53.2771 30.2026 25.225 47.3612 32.426 22.7177 49.6949 46.1725 34.8188 32.1868 17.4849 12.0913 9.38443 6.57577
internal_count=2900 1111 1789 1592 824 501 323 314 241 73 61 47 261 75 186 66 240 149 111 768 458 242 351 340 288 281 137 109 67 101
is_linear=0
shrinkage=0.00467976


Tree=165
num_leaves=31
num_cat=0
split_feature=16 5 6 5 15 18 12 13 2 19 5 0 5 9 16 17 7 0 17 17 18 7 16 18 13 18 6 16 6 5
split_gain=14.3593 6.08311 5.7538 6.44005 4.97623 5.64661 4.54298 6.60273 5.74973 5.22595 7.36945 7.0264 4.44573 4.24404 3.95201 3.9361 4.34371 4.78626 3.92701 3.84503 3.26708 3.21073 3.17189 4.50525 3.07835 4.09993 6.57653 3.66129 4.32281 3.01979
threshold=18.594956516900002 23.803605515150004 15.675366252400002 11.848158554650002 28.452330424200003 14.025183600500002 206.66000365515004 108.61908538635001 323.30468295165002 12.651020723000002 16.579584939650001 102.65877371115 23.234643166550004 227.14331114760003 15.474963812800002 189.37128582595003 27.952168727600004 103.82556453975 237.45530840880002 201.37020668845003 14.385463547100001 24.639960683050003 12.644970430600003 17.327266398450003 116.59305220125002 13.278511569200001 22.585527707250005 22.674946976100003 16.405383309150004 17.369804050850004
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 9 -8 10 11 22 14 24 -12 -1 17 20 19 -19 -17 -21 23 -5 -3 26 -26 28 -27 -11
right_child=1 13 -4 4 5 -7 8 -9 -10 29 12 -13 -14 -15 -16 16 -18 18 -20 21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0029491513657030274 0.0011126756500195369 0.0012062895455984971 -0.0033521482716972234 -0.0043873437382237167 0.0020638644740750612 -0.0037656744775060491 0.0015134233675527383 0.0038400633026213003 -0.0028742295806644907 -0.0032207169917764875 -0.0051944961814442813 -0.0034248140049750525 0.0016899144345772195 0.003789915522937063 0.00035002356818582861 0.00091213295522289467 -0.0027025578735107303 0.0016941302580782125 0.0053477847803610531 0.0023475989691686731 -0.0043152882566194276 -0.0042717635734188424 0.0024575029799677153 0.002938230692104585 -0.003116306651090227 -0.0045841991157013103 0.0030689142782309065 0.0023804263424240723 0.00020652090985255966 0.00071201616196229253
leaf_weight=16.580403031781316 200.9242373034358 10.735446281731127 9.3131498191505653 2.4300451055169168 3.0666043683886519 8.508475646376608 46.321297820657492 4.682152345776557 4.4401964396238318 13.372165456414224 6.5098978262394649 4.08267643675208 2.696558538824319 3.2628386318683615 2.3822550699114799 2.5122045502066639 10.955337611958383 10.059062995016577 2.5524032451212397 1.4102845396846522 4.5773832593113184 3.3688135035336018 19.302413839846849 2.1436533555388451 16.481552237644795 3.3618061915040043 2.716510295867919 6.6231946870684615 10.650282265618442 3.3031306266784659
leaf_count=310 760 46 197 37 13 118 230 13 39 118 77 54 15 9 16 16 216 71 5 8 85 57 68 8 184 28 7 23 54 18
internal_value=0.00025128 0.000818073 -0.000531044 -0.000381131 7.75694e-05 -0.00222125 0.000315859 -0.00036238 0.00112963 -0.000712353 1.68303e-05 0.00104048 -0.0024528 -0.000281518 -0.00370909 -0.00146793 -0.000774862 8.78185e-05 0.00112768 0.000401759 -0.00246294 -0.00231843 0.00180401 -0.00095391 -0.000544218 -0.001016 -0.0022411 0.000123785 -0.000942878 -0.0024417
internal_weight=439.326 254.756 184.571 175.257 123.242 11.5751 111.666 60.9049 50.7615 56.2228 39.5475 27.9588 11.5887 53.8316 8.89215 52.0159 35.4355 24.4802 17.3906 14.8382 7.08959 4.7791 23.8761 4.5737 50.5688 39.8333 19.1981 20.6353 14.0121 16.6753
internal_count=2900 1111 1789 1592 824 131 693 424 269 411 275 167 108 351 93 768 458 242 141 136 101 65 113 45 342 296 191 105 82 136
is_linear=0
shrinkage=0.00368326


Tree=166
num_leaves=31
num_cat=0
split_feature=13 8 13 6 16 19 16 19 9 10 7 5 18 13 10 3 4 13 17 15 13 7 18 6 6 5 9 0 16 2
split_gain=3.4634 4.04717 3.17048 3.8463 3.40273 4.00076 2.77204 4.41997 2.45635 3.24013 6.24153 3.77292 3.77289 2.32047 2.66297 2.28692 2.39871 2.24826 2.18854 2.09909 3.26122 3.34105 2.07131 2.04445 4.80514 3.76851 3.30926 6.88061 6.29703 3.79177
threshold=95.99139754765001 2.9476996444500005 96.429616222950017 6.9451622726000011 13.534968349350001 11.850956171350001 14.994964935250001 12.250988447150002 20.252602603300002 82.204984254750016 21.061418062900003 7.7286379265000011 16.433295803950003 81.98184222990001 90.988176966900014 108.48197402175002 159.66984649465005 99.19872809730002 199.55131508320002 46.574831689400007 117.61735474900001 23.539316666200005 13.987466292050001 13.075305502400001 11.945279099550001 15.299679811400003 192.53043113735001 95.762878606550018 17.654958715000003 138.50479637360004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 22 -5 17 7 18 -1 10 -10 12 -11 14 -14 19 -17 -6 -7 23 -21 -22 -4 24 26 -25 27 29 -28 -8
right_child=2 -3 3 4 5 6 15 -9 9 11 -12 -13 13 -15 -16 16 -18 -19 -20 20 21 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.016988153607229203 0.014067929284237538 -0.012217880181483693 0.00024968225403635926 -0.0084231132524710522 0.017873497345416316 -0.0066664408204207565 0.0050132354402204742 -0.021791011575656782 0.011016414262943345 0.0092925675365926694 -0.014894667505287935 0.012812778533252004 0.009805213674597954 -0.016873096685032386 -0.016045635374935533 0.011666021166052153 -0.016743658272137852 0.004168803605587963 0.010711819714245887 -0.014371907875727482 -0.010243571593474405 0.0090721075722195003 -0.018011933510810145 0.01641591116762741 -0.015014428242498707 0.0019890627094115241 -0.019405285015712748 0.01721218548259645 0.0044371234715683263 -0.021167662523239834
leaf_weight=2.1203191736713043 4.3735663350671521 9.9477161495015007 2.3706999830901614 8.6191715588793141 5.1301460415124875 4.5537539180368167 3.0199545919895225 3.2057848405092955 3.193791154772045 4.9110575439408439 7.0887296032160521 7.068123184144496 2.5082503687590361 3.6472068419679999 1.5131282377988098 0.91258309781551306 3.0778846461325884 6.3371316287666559 2.754483625292778 4.9490666016936293 3.5662555582821351 5.2330192103981972 3.8762901090085506 4.3683919422328463 5.5126976296305648 233.8129983432591 4.3769762739539129 6.5331990942358971 6.5490758642554283 2.3141271062195301
leaf_count=108 22 268 20 119 16 41 14 41 14 32 120 35 21 100 86 8 119 42 11 76 38 18 105 14 62 1220 53 17 32 28
internal_value=0.000516486 -0.00364269 0.00105322 0.000875936 0.00111321 0.00138164 0.00103466 -0.00672522 -0.000981157 0.00015281 -0.00684658 0.00381589 -0.00123919 -0.00798385 7.82883e-05 0.00132171 -0.0102466 0.0102999 -0.000116553 0.00148644 -0.00437756 0.00124366 -0.0110817 0.00178897 -0.00212116 0.00225366 0.000997147 0.00662373 -0.00511414 -0.00634503
internal_weight=367.446 41.9983 325.447 321.074 314.827 306.208 294.74 10.514 32.0506 29.9303 10.2825 19.6478 12.5796 7.66859 4.02138 284.226 3.99047 11.4673 7.30824 280.236 13.7483 8.79927 6.24699 266.487 28.306 238.181 22.7933 11.8673 10.9261 5.33408
internal_count=2900 784 2116 2094 1969 1850 1792 93 516 408 134 274 239 207 107 1699 127 58 52 1572 132 56 125 1440 206 1234 144 59 85 42
is_linear=0
shrinkage=0.0153896


Tree=167
num_leaves=31
num_cat=0
split_feature=16 6 7 10 16 17 13 12 5 7 14 16 13 9 7 6 12 0 19 18 7 6 16 16 0 0 0 4 10 3
split_gain=3.04365 2.65308 2.69692 3.47772 2.38424 4.43413 4.13382 5.50667 4.96526 4.40324 4.51736 4.51377 4.04807 5.41785 5.13988 3.88796 3.71147 3.18789 2.85908 2.61888 2.83472 5.80314 2.40455 2.3766 2.36421 4.83385 3.34342 4.13248 6.68263 3.75369
threshold=18.594956516900002 15.675366252400002 19.468732114900003 65.555363052850012 15.919962772200003 239.21206428850002 98.238948544700023 216.11788648010003 2.7861270712500006 24.101221167900004 315.57679249195007 9.6249774926000011 108.61908538635001 191.87997069285004 22.372035319250003 13.265309941850001 183.52328734125004 97.32487278035002 9.4507625164000029 15.287416123250003 24.071745547300001 13.825323026450002 18.294957218400004 11.934972090850001 96.249489528150022 94.047642319350018 86.530713386650021 248.34582299520005 62.041548276350007 93.308316333450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 7 8 -5 23 -11 18 13 14 -6 -10 -14 -16 -12 20 -8 -22 -18 -9 25 26 27 -2 29 -29
right_child=24 -3 3 4 5 -7 19 9 15 10 11 -13 16 -15 17 -17 22 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.016629651018627591 0.0039114791244797172 -0.018887692605557886 -0.029301974952743538 0.010706427136057878 -0.023831422597044627 0.018785314802406233 0.008237925964701312 -0.00099616499052087551 -0.028221938079660482 0.020994781061335968 -0.027060570071572979 -0.025269169834608418 0.024904358375894192 -0.023889662077871243 -0.01409630044248401 0.0097759004559582023 0.012165251617854596 0.019870078532637416 0.0097915968555415869 0.011249949362119687 0.0037552052061949576 -0.04303092225284938 -0.038033274623301083 0.021313867989335235 0.015866472843225187 -0.013770840988341736 0.0064003549806827542 0.017528003755368466 -0.029811854185845778 -0.0054823663148953336
leaf_weight=5.0296053802594534 63.161113245412707 5.6802489804103962 2.8879680074751368 3.5418506334535804 4.327931058593097 3.8332171961665145 8.3660804666578752 4.7285092547535923 11.548969903960822 3.2570338286459473 1.6878235242329518 7.6072093257680535 3.6389409303665152 15.08182339183986 2.4659813242033106 1.98494742065668 1.1021372769027951 5.888214104808867 6.1472531836479902 26.626162387430668 4.5970093347132197 2.6169125773012638 1.3180310446768997 8.2326548369601351 8.1589598655700666 11.408059023320673 95.562054466456175 5.2727944999933234 6.4247468570247284 28.907364367507398
leaf_count=29 298 197 58 67 62 18 46 39 341 23 96 147 10 195 65 19 14 32 82 129 37 22 27 34 31 90 402 16 72 202
internal_value=0.000763865 -0.00209303 -0.00139423 -0.00208367 -0.00147243 -0.00677948 0.000725049 -0.00425102 -0.0157304 0.00194028 -0.00584669 -0.011508 -0.00967677 -0.0137301 -0.0016482 -0.022649 0.0088964 0.00984392 0.00185294 0.00647101 -0.00169617 -0.0132169 -0.015173 0.0131747 0.00261973 0.00210687 0.00301559 -0.000101569 -0.00634388 -0.00193268
internal_weight=361.092 142.197 136.516 131.487 128.599 37.6563 90.9424 48.7363 17.0758 31.6605 18.6993 15.4423 33.8231 27.7639 12.6821 13.5339 6.05911 8.3542 7.83508 42.2062 15.58 7.21392 2.42017 12.9612 218.895 210.736 199.328 103.766 40.6049 34.1802
internal_count=2900 1789 1592 1563 1505 423 1082 848 427 421 348 325 405 354 159 360 51 97 178 234 105 59 41 73 1111 1080 990 588 290 218
is_linear=0
shrinkage=0.0250803


Tree=168
num_leaves=31
num_cat=0
split_feature=6 6 0 15 7 18 16 18 6 8 9 9 15 19 10 17 10 7 3 18 19 7 7 12 12 19 0 10 9 0
split_gain=2.74423 4.92665 2.84119 2.44862 2.20349 2.3958 3.78413 3.01391 2.66475 4.01715 4.04844 2.58504 4.51397 2.099 2.84627 3.57499 3.83287 3.50247 3.39025 3.29539 3.135 2.93986 5.53772 3.34587 2.49493 2.18539 2.09191 4.24794 2.76385 3.34527
threshold=13.665319288000001 13.775321858200002 97.835679825150024 39.283112803100003 29.973557588500004 17.327266398450003 17.654958715000003 17.454031341500002 11.765274893750002 7.1444245619500011 38.559541491950007 210.70699256735003 32.706399462450001 14.051133688400002 78.220689305400015 201.37020668845003 78.494912034700022 22.940014114900002 79.056799783950012 14.371157440600003 12.751028791950002 24.373474566200006 25.582719811950003 189.43538326625003 245.21706485760004 12.851036860900001 85.716110573100011 62.00390986255001 57.214511140150002 85.678472159250006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 26 4 5 11 7 -7 9 10 -9 13 -13 14 17 16 -16 19 -17 20 -1 24 -23 -24 -18 -19 27 -3 -29 -30
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 15 18 21 25 -20 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.013879252130875213 0.015687882893347257 0.00045018284574133995 -0.014946360514118533 -0.025135567505502159 -0.019559686221802007 0.017449261118305574 0.022916799915788197 -0.020608338251667611 0.010905230316430245 -0.022366182643200574 0.0084891916671046477 -0.021952874698333978 0.0096999779869537985 0.015817465177889248 0.021606432621281098 -0.022588192881161085 -0.0025629959558405241 -0.024153237282772202 0.0084052882921485227 0.010698489447775697 0.0035840788071098304 -0.022279951341213473 0.01087659918633381 -0.010725270811226439 0.019400131428251539 -0.0075785118371392689 0.0023005909564344867 0.026085799699710518 -0.02431356372292565 0.00060378222078148345
leaf_weight=8.3427504030987674 8.4177417978644353 46.884897791780531 3.8390634618699542 1.6000321060419072 2.3832038431428364 3.2563807275146308 3.2114092707633963 2.3122654529288429 4.0539356619119635 3.9157566847279659 6.2202862408012152 5.6737554036080828 2.205738827586174 2.3222872093319884 3.9027558332309153 3.6871780063956967 2.9674035776406553 4.8863151390105468 1.8778264382854102 5.5328364921733728 6.406928412616252 3.9981440538540474 7.3599363937973958 3.8498432235792279 4.7291273539885879 6.5816588792949915 184.32247505430132 0.58260542154312034 5.8092854497954232 2.8221603520214558
leaf_count=117 34 422 36 11 165 18 8 104 26 86 72 82 12 9 26 74 39 81 20 40 47 84 67 53 19 74 927 1 129 17
internal_value=0.000518538 0.0015652 0.0010785 -0.00209278 -0.00172289 -0.00128598 0.00401386 0.000941526 -0.00231594 -0.00662156 0.000603952 -0.00292391 -0.0130922 -0.00171808 -0.00235316 0.00156442 0.00440728 -0.00634745 -0.0121299 -0.00165834 -0.00629357 0.00147667 -0.00330867 0.00345774 0.0109322 -0.0146407 0.00133438 -0.00184025 -0.0134949 -0.0161665
internal_weight=353.956 252.678 244.26 101.278 99.6777 97.2945 22.97 19.7586 16.5022 12.4483 8.53255 74.3245 7.87949 66.445 64.1227 32.3722 26.8072 31.7505 5.565 20.2825 14.7497 22.9045 15.2079 11.2098 7.69653 11.468 240.421 56.0989 9.21405 8.63145
internal_count=2900 1566 1532 1334 1323 1158 314 306 288 262 176 844 94 750 741 382 288 359 94 204 164 262 204 120 58 155 1496 569 147 146
is_linear=0
shrinkage=0.0187757


Tree=169
num_leaves=31
num_cat=0
split_feature=16 6 16 2 5 16 18 12 19 0 7 18 7 10 16 9 19 10 17 0 9 5 18 16 19 7 2 5 9 6
split_gain=8.90168 4.6038 4.21018 4.79981 4.52799 5.15792 6.30734 5.68097 5.67649 5.54443 5.17888 5.12468 6.33218 5.36214 5.07897 4.65302 4.26578 6.29912 3.74447 3.68179 4.30454 9.59053 6.63258 4.64278 3.96611 4.13882 3.67462 3.65669 3.45714 3.42668
threshold=18.594956516900002 15.675366252400002 11.934972090850001 330.71431012540006 26.225713454500006 15.919962772200003 17.327266398450003 211.56805207830004 12.751028791950002 104.3578792496 26.302865891850004 14.873215527100003 22.372035319250003 71.090898343450007 16.454961521100003 191.87997069285004 10.650859343850001 90.740838818900016 237.45530840880002 85.716110573100011 190.24759545780003 30.133297129900004 13.400856420150001 22.744946812400002 14.451165964200003 22.597569836950004 166.57119979220002 16.579584939650001 210.70699256735003 16.950396043250006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 5 7 11 8 9 27 -9 12 -7 -14 -15 -13 17 26 -18 20 23 22 24 29 25 -22 -1 28 -4 -2
right_child=19 -3 3 -5 -6 6 -8 10 -10 -11 -12 15 13 14 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0038905607511830276 0.00074158085877783426 -0.0038449294142862017 0.0023018430624732666 -0.0042077576998978284 0.0050283314801143437 -0.0047997372603438499 0.0031130575950226022 0.0031435075575567185 -0.0062641961875297188 -0.0053299776272876451 -0.0013177339885011414 0.00034728155723797274 0.0037398687273488612 0.005691002146914116 -0.0038472819200162439 -0.0055628232104513583 -0.0054639752722970151 -0.0048825965456409026 0.0012000638575086907 0.0011577318048698636 0.001439231735523835 0.0040337276651049182 0.00023719775927642317 0.0042748932829866967 -0.0079933947504996408 -0.0066771484377688558 0.0017446045945902827 -0.0022374183099206609 -0.0017639818833501244 -0.003827541759100505
leaf_weight=2.9958756025880637 21.504549993202094 8.4934734087437374 21.817431399598721 5.439974967390298 4.0519538819789878 5.3326732758432653 6.0250983871519557 26.315307028591633 3.2051613479852668 3.5875393170863381 7.0368480291217557 3.8178979475051156 7.7059136852622014 1.5125443786382673 5.6062409952282906 11.124383823946117 8.9737981762737018 5.6284511936828485 2.2502238545566788 189.1808916721493 2.7430296335369402 4.9332553576678029 7.2668313309550276 6.8603573441505423 6.0003912132233381 2.6219979040324688 14.042121769860385 7.1567243970930567 5.6096187457442275 4.1835873592644921
leaf_count=68 115 197 122 75 11 64 23 112 41 73 69 37 31 4 83 159 169 238 32 776 12 14 40 18 52 30 94 50 37 54
internal_value=0.000288758 -0.000531324 -0.00035458 3.59766e-05 0.00022851 6.06372e-05 -0.00125321 0.000783674 -0.000359789 0.000135991 0.00220225 -0.00200271 -0.00048306 0.00106972 -0.00182066 -0.00405273 -0.00179907 -0.000645851 -0.00412795 0.000849518 -0.000189582 -0.00169315 -0.00320946 0.000899022 -0.00541318 -0.00252741 0.000753746 0.000703002 0.00147027 -2.54953e-06
internal_weight=413.024 167.729 159.236 125.345 119.905 115.853 41.1248 74.7286 41.3765 38.1713 33.3522 35.0997 20.1574 14.8247 7.11879 14.9423 33.8905 22.6664 11.224 245.295 56.114 23.5655 18.6323 32.5485 11.3654 5.36503 17.038 34.5838 27.4271 25.6881
internal_count=2900 1789 1592 991 916 905 401 504 323 282 181 378 182 118 87 196 601 400 201 1111 335 148 134 187 94 42 162 209 159 169
is_linear=0
shrinkage=0.00461923


Tree=170
num_leaves=31
num_cat=0
split_feature=16 5 6 5 15 18 9 10 0 15 10 13 6 17 7 5 17 7 0 12 13 19 5 0 2 5 15 13 3 17
split_gain=12.6704 4.77385 4.74014 5.6949 4.71767 5.55866 4.54172 3.88843 11.5845 6.3345 5.34339 3.83478 3.90835 5.60959 4.16743 7.44819 3.77876 4.44841 4.94595 3.72038 5.26237 5.10711 7.07049 7.05259 5.05136 4.47813 3.99798 3.71557 10.3859 3.42653
threshold=18.594956516900002 23.803605515150004 15.675366252400002 11.848158554650002 28.452330424200003 14.025183600500002 227.14331114760003 66.697957758300021 92.031298721500022 36.168474401900006 66.318885161900013 113.96105169155001 16.265380038000004 198.47149978265003 23.477153707700001 22.598762435600005 189.37128582595003 27.952168727600004 103.82556453975 206.66000365515004 108.61908538635001 12.651020723000002 16.579584939650001 102.65877371115 323.30468295165002 23.234643166550004 24.200063469100005 109.41218053485001 84.807411725000023 217.44035869100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 16 19 -6 -3 10 -9 27 11 -2 -13 -14 -15 -16 -1 18 -18 20 21 22 23 -5 -21 26 -24 28 -10 -20
right_child=1 6 -4 4 5 -7 -8 8 9 -11 -12 12 13 14 15 -17 17 -19 29 24 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029710164604649755 -0.0017328283561342634 -0.00050525602485802497 -0.0031927026621958662 0.0018739643293446519 0.0020029847665514766 -0.0037650331191648192 0.003895506242046104 -0.0045147475486447871 0.0019245308935314698 -0.0031150912821045493 0.0037647444181900286 0.0023700751723513499 0.0012455752940005061 0.0011680609096344136 -0.006105440225849564 0.0010488319935268266 -0.0024816250131730905 -0.0027511629787998664 0.00029860280886301723 0.0014026746384834519 0.0035229048780633771 -0.0023847779137217209 -0.0051240559710352502 -0.0034866848819220635 -0.0027377282992386287 0.001800613016688187 0.0007217260987704661 0.0022971370241230611 -0.0039656715136834305 0.0042502920938221602
leaf_weight=15.284409023821352 6.1138988956809035 49.58167140558362 8.6127148773521167 23.279647219926122 3.1323300376534453 8.4004154391586763 3.4235827177762976 6.3611116930842391 13.020496234297754 5.0252218618988982 11.360442124307154 32.665069498121738 86.165213271975517 5.5190037339925757 4.5737277567386609 3.513901986181736 6.8052337449044016 10.439857898280023 12.111485358327629 45.175050657242537 4.4577707499265662 16.314931020140648 6.4658840447664243 3.9150800071656695 4.4173070751130572 2.6689773276448241 2.1219171807169914 22.417591534554958 5.9586801826953879 3.9815032687038174
leaf_count=310 27 342 197 113 13 118 9 40 47 38 31 104 294 19 29 13 101 216 126 230 13 136 83 54 39 15 10 69 49 15
internal_value=0.00023975 0.000766379 -0.000518531 -0.000382225 4.89887e-05 -0.00219842 -0.000221013 0.00102459 0.000162014 0.000802862 0.00132829 0.00112852 0.00126061 0.000897374 -0.00130764 -0.00299706 -0.00144955 -0.000752014 0.000159446 0.000287177 -0.000338087 -0.000652356 8.27085e-05 0.00110222 0.00103388 -0.00238028 -0.00367965 0.00127847 7.52498e-05 0.00127627
internal_weight=433.284 255.7 177.585 168.972 120.349 11.5327 53.0053 202.694 52.7831 46.422 149.911 138.551 132.437 99.7718 13.6066 8.08763 48.6225 33.3381 22.8982 108.817 59.2242 54.7664 38.4515 27.1947 49.5924 11.2568 8.5878 41.3968 18.9792 16.093
internal_count=2900 1111 1789 1592 824 131 351 760 243 203 517 486 459 355 61 42 768 458 242 693 424 411 275 167 269 108 93 165 96 141
is_linear=0
shrinkage=0.00369538


Tree=171
num_leaves=31
num_cat=0
split_feature=6 0 6 6 13 16 8 0 19 8 17 7 17 5 17 8 9 8 9 17 18 9 5 10 16 15 18 5 10 18
split_gain=2.81519 3.70384 3.96724 3.9471 2.7926 2.50858 5.04941 4.02747 3.0548 2.31148 2.72871 2.52525 4.23671 2.45088 2.25282 2.16542 6.99391 4.99074 3.0797 2.51503 2.36597 2.50235 1.9633 4.44215 3.14458 3.08147 4.75468 4.28451 4.11078 3.20485
threshold=10.715250360100002 102.65877371115 11.175261108200003 11.495268585100002 107.54907905045002 17.924958083650004 7.1444245619500011 97.32487278035002 9.4507625164000029 1.6487133604500002 201.37020668845003 24.605072964550004 237.45530840880002 8.494960530800002 200.96259924040001 4.9461400813500012 66.290220196950017 7.5441126493500006 65.407743180450012 166.83257850275001 11.831616630050002 71.82068887245002 30.133297129900004 60.474177186300004 22.724946859200003 44.34858359035001 13.278511569200001 22.963361893800002 61.917879202350001 13.3584252364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 -1 -9 10 13 -11 -13 14 -10 16 18 -17 19 -5 21 -18 23 -19 25 27 -27 28 -25 -28
right_child=1 -3 3 15 -6 -7 -8 8 9 11 -12 12 -14 -15 -16 17 20 22 -20 -21 -22 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=-0.016384698642542463 0.014936972178081806 -0.015577080874090132 -0.020382942337988541 -0.013298821011135151 -0.027194671959727773 0.006939887157647171 -0.019218998565292095 -0.018313064234047265 2.7766705883218076e-05 0.012603649557474589 -0.018126398239151128 -0.013778534526902156 0.012299820047049752 -0.019721355706717111 0.021900357325220797 0.01693026311001012 0.0068704514432305804 -0.013992981259413879 0.018639923669522364 0.0040665471406995338 -0.016866143757204813 -0.019094854973890296 0.012456232986157058 -0.014863350513429787 0.0098487048311986913 -0.020422146783674947 0.013505230673273637 0.0094594200785215327 0.001344018970005093 -0.0043659811430605744
leaf_weight=4.6745941434055558 5.8394038416445246 3.6694287676364175 2.3810191322118035 2.8900425527244868 1.3084003776311863 6.8245661044493309 5.3081075353547922 2.329106946475803 10.933236344717448 8.0800707116723043 2.7067383192479602 3.581081496551632 3.3761712638661265 1.533912144601344 1.4929595161229361 5.8772469013929358 2.9861280219629398 5.2780425064265719 3.2470306120812884 11.931709524244068 9.0787315526977164 1.584887523204088 4.3717572381719938 4.4709745943546286 11.951251894235609 4.3699674811214235 3.4351522177457836 18.134783590212464 184.99588963668793 15.119825672358273
leaf_count=115 22 62 27 42 11 36 148 149 174 39 94 83 23 29 4 25 32 46 12 77 209 75 15 24 43 83 14 78 1012 97
internal_value=0.000481035 0.00110056 0.00130596 0.00103347 -0.00310213 -0.0024821 -0.00394296 -0.00184811 0.000148538 0.0015048 -0.00277883 0.00625262 -0.0011234 0.000196925 0.00265567 0.00120947 -0.00290869 0.00171575 0.00390791 0.000680534 -0.0119321 -0.00213238 0.00136109 0.00116531 0.00149527 0.0010622 -0.00474873 0.00170388 0.000961563 -0.00105742
internal_weight=353.762 301.613 297.944 292.104 52.1489 50.8405 44.016 38.7079 34.0333 31.7042 16.6668 15.0373 6.95725 13.9601 12.4262 289.723 31.7185 258.005 18.0688 14.8218 13.6497 4.57102 252.128 247.756 242.478 230.527 22.9249 207.602 189.467 18.555
internal_count=2900 1995 1933 1911 905 894 858 710 595 446 301 145 106 207 178 1884 447 1437 131 119 316 107 1412 1397 1351 1308 194 1114 1036 111
is_linear=0
shrinkage=0.0167019


Tree=172
num_leaves=31
num_cat=0
split_feature=7 17 16 0 6 7 17 15 9 5 5 13 19 19 6 18 18 19 13 17 6 15 17 0 5 2 0 7 4 8
split_gain=2.42174 2.26444 2.07198 4.19345 2.53384 2.45342 4.58786 7.30625 4.31259 4.94554 2.68509 2.38858 2.6177 2.31229 2.23808 4.72534 4.28937 5.19704 3.8814 3.64435 3.29966 3.59808 5.60009 3.46674 3.14855 8.42295 5.46297 6.66594 2.88852 5.52652
threshold=29.973557588500004 157.96759137085004 22.624947093000003 86.530713386650021 16.405383309150004 20.861721588400005 184.84480138465003 42.914654887700003 190.24759545780003 22.504913082700003 24.122564000050001 117.70876232545002 14.651182102100002 14.351157895250003 16.455384477450004 13.987466292050001 13.482409244300003 14.451165964200003 104.94396312205002 166.83257850275001 16.245379570700006 36.508287084250007 210.17222418255002 90.337570099350003 22.852794041600003 107.86920410340001 86.103248543850015 19.041006859700005 165.01827963435002 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 -1 11 4 -4 -6 7 -7 -8 -10 -11 12 14 -12 16 19 18 20 -3 -16 21 28 -23 -22 25 -21 27 -26 29 -18
right_child=-2 2 3 -5 5 6 8 -9 9 10 13 -13 -14 -15 15 -17 17 -19 -20 24 23 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.016352172807809099 -0.018697839264302366 -0.010341786460747019 -0.012510850253053367 0.010552645869701465 0.016402617500505059 -0.024906145680412543 0.010790416300534234 0.0074352715343238944 -0.018058839004126113 0.0085647067758728244 0.0065643749179395434 -0.01511811130562093 0.011695660198917305 -0.016815174314101643 -0.023182786703053959 -0.024045883419603696 -0.018090575348551692 -0.016273314490712079 0.007796831682103089 0.0030346607262359097 -0.0039782169322249185 -0.019180014464674666 0.013320588028125722 0.015368631943463379 0.0080864052881461125 -0.023515704648004888 0.015700388428403302 -0.019797321437896635 0.00071448851222802258 0.0082854549300640026
leaf_weight=2.5429355553351334 2.1268120263703159 4.2778489300981155 4.2746848259121171 19.537937164306641 3.5400886237621298 5.1074530333280546 15.779712792485951 4.0791915040463209 4.6595126055181053 10.215327106416224 2.3787964545190325 3.3562546623870722 6.2565041296184054 3.249830661341548 2.4898558598943046 3.4666879791766396 7.297687476500867 6.5921678207814685 36.605351239442825 11.020180679857733 4.6037294473499051 7.2357529411092383 2.2585973124951124 8.6705963239073736 6.5811298144981283 5.9870566800236693 8.0203176662325841 4.8239534115418792 137.11387628316879 3.9889283142983913
leaf_count=86 165 63 32 77 10 36 63 24 27 40 14 57 22 38 86 28 61 38 171 41 23 72 13 34 43 38 24 98 1357 19
internal_value=0.000470776 0.000588599 0.000714023 0.00341201 0.00079374 0.00195418 0.000829283 -0.0105454 0.00370928 -0.00174045 0.00305859 -1.19206e-05 0.000177762 -0.0069344 -9.83014e-05 -0.00388756 0.000636331 -0.000573999 0.00589888 -0.00209212 3.06222e-05 -0.00069476 -0.0114485 0.00865886 -0.00065076 -0.00631186 0.00430562 -0.00370744 -6.75867e-06 -0.00876873
internal_weight=348.139 346.012 343.469 72.8225 53.2846 49.0099 45.4698 9.18664 36.2832 20.5035 15.844 270.646 267.29 5.62863 261.034 42.3892 218.645 177.761 40.8832 38.9225 171.169 157.895 9.49435 13.2743 36.4326 17.0072 19.4254 11.4051 148.4 11.2866
internal_count=2900 2735 2649 361 284 252 242 60 182 119 92 2288 2231 52 2209 358 1851 1617 234 330 1579 1522 85 57 244 79 165 141 1437 80
is_linear=0
shrinkage=0.0180187


Tree=173
num_leaves=31
num_cat=0
split_feature=16 0 3 15 0 6 5 7 6 4 6 5 0 3 16 6 5 15 18 16 16 16 9 2 15 19 19 18 7 18
split_gain=9.39797 4.30073 5.72686 7.49865 6.87264 5.70095 8.08904 5.55643 5.47603 5.95207 5.53341 4.16065 3.99342 10.1421 4.17632 3.95885 4.49169 3.87615 5.69512 3.7947 5.22677 6.02575 5.84869 4.86771 4.42901 4.21308 4.18902 3.74611 3.68892 3.70171
threshold=18.594956516900002 86.530713386650021 88.727183679150016 37.965550269150008 92.031298721500022 16.455384477450004 22.443872254700004 23.477153707700001 16.375382608200002 390.96858665540009 16.285380505300001 20.361635946650004 93.972365491700018 84.807411725000023 19.214955067100004 15.675366252400002 10.718565385000002 28.452330424200003 14.025183600500002 13.534968349350001 15.919962772200003 17.844958270700005 191.87997069285004 187.77144079505004 26.135540888150004 10.550851274900003 12.651020723000002 14.462854835850001 24.437987282900004 13.849588037450003
decision_type=2 2 2 2 2 2 2 2 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 8 3 4 -3 -4 7 -7 10 11 -2 -10 14 -14 -6 16 -1 19 -19 25 23 22 -22 26 -23 -18 -21 -15 29 -27
right_child=1 2 5 -5 12 6 -8 -9 9 -11 -12 -13 13 27 -16 -17 17 18 -20 20 21 24 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0015301639460899225 -0.00016057212296021958 -0.0031422365749211576 0.0024930412425715085 -0.0038227236973023839 0.0042457657620585685 3.5997839604573394e-05 0.0037045853027717307 -0.0057751344921420462 0.0038492895694684807 -0.0043937454935479925 -0.0071304846852129362 0.0003732119781257659 0.0020870930095397569 -0.00029323088760281249 0.00068665395275287775 -0.0033239567470751464 0.00080415994655773078 0.0025040449210957019 -0.0040379178441089167 0.0010527345096031004 0.00013651245934102264 -0.0016675550018674986 -0.0044380712370743376 0.0028607556926210469 0.0035167464062815148 -0.0046950137156650494 -0.0030395354646707258 -0.0059601746526908479 -0.0048761553141665782 0.00063928528941204041
leaf_weight=40.235637215897441 4.2581886090338221 6.35094941407442 60.964218616485596 6.4927334859967223 11.32259424775839 7.2760860174894351 5.900617003440856 4.1796866059303284 5.8954419493675223 4.0458447989076367 3.2330187559127808 96.353680167347193 14.91972227394581 3.2426633238792411 10.032497197389601 7.6635649111121884 11.721414191648366 2.9442774429917318 7.9285138174891472 24.386154748499397 9.1890037842094952 4.1964941024780256 8.8539699949324113 22.509313866496086 7.2553127706050873 2.9479011036455649 4.836123399436473 4.4852282106876373 5.9405152127146712 7.2877186350524426
leaf_count=702 22 35 196 48 29 27 16 26 15 38 29 484 54 17 37 197 103 13 119 117 60 34 94 86 25 54 39 38 98 48
internal_value=0.000230753 0.000726044 0.00121043 0.000239964 0.000763818 0.00191481 -0.00011621 -0.00208422 0.000150637 0.000384564 -0.00316861 0.000573634 0.00132758 0.000152566 0.00257372 -0.000503656 -0.000368767 2.06566e-05 -0.0022664 0.000248532 0.000687502 -0.000661911 -0.00210831 0.00145687 0.00161697 -0.00102957 0.000375487 -0.0035823 -0.00235831 -0.000897015
internal_weight=416.849 248.953 135.167 56.8464 50.3537 78.3206 17.3564 11.4558 113.786 106.295 7.49121 102.249 44.0027 22.6476 21.3551 167.896 160.232 119.997 10.8728 109.124 81.2264 29.4948 18.043 51.7316 11.4518 27.8975 29.2223 7.72789 16.1761 10.2356
internal_count=2900 1111 523 258 210 265 69 53 588 537 51 499 175 109 66 1789 1592 890 132 758 455 213 154 242 59 303 156 55 200 102
is_linear=0
shrinkage=0.00401672


Tree=174
num_leaves=31
num_cat=0
split_feature=6 6 0 15 0 2 3 16 9 12 2 6 6 0 5 0 17 16 19 9 10 5 9 0 13 17 2 17 16 2
split_gain=2.44656 4.63866 2.54976 3.53562 3.4994 4.09505 3.60234 3.49208 3.62064 3.89586 3.06491 4.663 4.22386 4.04242 3.84233 2.86368 5.23234 3.83313 4.54055 3.04076 3.12611 2.82044 2.91646 3.24173 3.11482 5.05716 4.10412 3.8946 6.04162 4.19111
threshold=13.665319288000001 13.775321858200002 93.972365491700018 35.885292828950007 87.181320254150009 317.41815758785003 92.751805500450018 22.634947069650003 188.53841931785004 93.660658182900008 132.99388411665004 15.925372093750001 15.545363214900002 88.576630023850015 20.165068834500001 94.776214472700005 191.40027208745002 18.714956236300004 13.051052998800001 206.08249486475003 76.919475570250015 20.361635946650004 66.290220196950017 86.530713386650021 117.55283175385001 197.22366780595004 56.184788788300004 188.54236693505001 22.604947139800004 154.60082690140004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 15 5 6 -3 8 -6 -10 -11 12 14 -13 -12 16 -4 18 19 -17 -21 -8 -23 24 25 26 -24 28 -28 -29
right_child=1 2 3 -5 7 -7 21 -9 9 10 11 13 -14 -15 -16 17 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0020976621636472456 0.015763789092689585 -0.016286870856173495 0.0066521205879493369 -0.025738208538089589 0.017086603970822845 -0.019246510307021552 0.0153446143581576 0.016456587754060097 -0.01405445286937596 0.0085127057976692178 0.011686451246467446 -0.005458042196847473 -0.028402989664754835 0.014386717031264011 -0.014975764862658366 0.0062313152030735617 -0.025906882822008204 0.013929336486947899 -0.023022183406995345 -0.02249409892849593 0.0033164545434530837 0.012018906862840437 0.023960194592612474 0.0094042475936429275 0.0011445687277674037 -0.033255367055574088 -0.0066487033426821844 0.0082645760209993247 -0.037898438451723651 -0.013624751169378883
leaf_weight=97.175715332850814 8.18154079467058 4.5129070058464995 3.1051640212535849 2.4711135579273096 6.6890833377838126 3.9781011184677473 5.0344138965010634 9.059555344283579 5.0386997982859603 25.154063049703836 3.7278789579868334 6.5855170041322699 3.33863491564989 9.0177304744720441 4.334214499220252 12.886953212320813 4.4568606335669756 6.4049166664481154 3.5254224650561801 3.4731362834572783 3.4866008348762989 7.7565126586705437 1.8203752934932733 11.591382488608359 62.362038405612111 2.3738839589059344 11.001463326625528 9.8486291132867319 2.8982718233019105 4.83579416014254
leaf_count=1334 34 26 15 49 30 48 18 37 28 99 13 29 22 36 31 56 55 24 52 36 19 37 4 40 353 21 244 34 33 43
internal_value=0.00049353 0.00150498 0.00102045 -0.00343167 0.00190242 -1.56929e-05 0.000601082 0.00526857 0.00368201 0.00211436 0.00367634 -0.0008287 -0.0101897 0.00601102 -0.00264727 -0.00195542 -0.0125373 0.000731909 -0.00288473 0.000692345 -0.00956386 0.00123873 0.000618453 -0.000210051 -0.0013814 -0.00618715 -0.00407376 -0.00585909 -0.0131647 0.0010561
internal_weight=346.127 248.951 240.769 39.8102 200.959 128.014 124.036 72.9454 63.8858 57.1967 52.158 27.004 11.4007 15.6032 8.06209 37.3391 7.56202 29.777 23.3721 19.8467 6.95974 119.523 114.488 106.732 95.1405 32.7784 30.4045 28.5842 13.8997 14.6844
internal_count=2900 1566 1532 306 1226 901 853 325 288 258 230 131 66 65 44 257 70 187 163 111 55 827 809 772 732 379 358 354 277 77
is_linear=0
shrinkage=0.0192558


Tree=175
num_leaves=31
num_cat=0
split_feature=6 17 6 8 2 9 16 8 15 0 7 13 2 3 18 7 7 3 9 2 7 2 7 0 6 16 8 18 10 7
split_gain=2.3051 1.80812 2.00254 2.41435 2.7794 3.83734 2.63501 2.8736 2.42922 5.36905 2.15925 2.01919 2.28088 1.9976 1.53321 2.38507 2.11784 3.04888 3.77888 2.94553 3.52168 5.64617 2.71936 4.07467 3.34223 8.93577 3.24711 4.26588 4.00709 3.90473
threshold=1.8100422913500003 157.96759137085004 22.585527707250005 8.8430989333000021 56.184788788300004 226.28914430085004 22.724946859200003 8.7431769115000026 31.000143748900005 86.950112854950021 22.620341628000002 117.79210452745001 112.95519936480001 94.383699585650007 11.639306137250001 17.605734992150001 19.152455927400002 93.932038619750017 201.2906445504 147.87428232835001 22.509653697550004 126.02137215710002 22.726915405250001 85.775256651950016 16.515385879350003 22.544947280100004 8.6432548896500023 13.809421053700001 62.55235532115001 23.124786352450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 8 7 11 -6 10 -10 14 -13 -8 15 -3 -16 22 19 20 21 -19 -18 -24 26 -26 27 29 -28 -25
right_child=1 2 -4 4 5 -7 13 -9 9 -11 -12 12 -14 -15 16 -17 17 18 -20 -21 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-0.018179886853101734 -0.014599547372559071 0.014152605711421497 0.016008577737023966 0.0087429705433422315 -0.032092908703248803 0.0060541532100985397 0.015937993831706868 0.0095636840261974498 -0.0096144714144735816 0.0082540957563033215 -0.027958353574375781 0.0023929745183972045 -0.023368298017122421 0.0015985066690482649 0.0084269789308103454 -0.023614048280841765 0.0042883056372486775 -0.029473575893461498 0.014522145032217213 -0.021470784987001158 0.0089890465908329283 0.0087762950641667153 -0.025935728538066978 -0.0010306161001774785 0.0091686682699283206 -0.022427653024451731 -0.025134833865092205 -0.00029925963475041793 -0.0003028008056807703 0.010132241474561371
leaf_weight=1.9559251987375308 2.317949377000331 0.68326338706538026 2.4729285836219779 3.4818976595997837 1.6747118458151842 4.2307040728628627 5.8792786002159101 10.115867570973931 4.2239349447190744 3.3429151624441147 3.4251087084412575 1.8488537967205037 2.2409280966967344 5.582590714097023 9.7001857180148345 1.7689889883622525 50.168295660056174 2.8114673271775228 2.0206814892590037 4.7477373904548577 3.3641239246353507 1.9104996360838411 1.7921737879514683 14.612620735540984 4.5335357561707479 6.310915645211935 3.1722763665020448 150.75070584518835 4.8345898408442736 25.104704903438687
leaf_count=137 72 15 7 13 26 23 20 44 36 12 39 15 46 25 53 56 321 56 8 117 14 18 19 75 15 42 21 1431 32 92
internal_value=0.000404649 0.000511837 0.000615835 0.000501981 -0.0052244 -0.00810254 0.00087369 0.000567522 -0.0128309 -0.00989619 -0.0178285 0.000256266 -0.0117225 0.00895384 0.000426202 -0.0130912 0.000542172 0.000265191 -0.00730079 -0.0107368 -0.00443436 -0.0139977 0.000695338 -0.00015849 6.22123e-05 -0.00921877 0.000569315 0.00101956 -0.0101411 0.00602525
internal_weight=341.08 339.124 336.806 334.334 20.3793 16.8974 313.954 302.492 12.6667 10.992 7.64904 292.377 4.08978 11.4619 288.287 2.45225 285.835 276.134 14.8545 12.8338 8.08609 4.72197 261.28 211.112 209.319 10.8445 198.475 190.468 8.00687 39.7173
internal_count=2900 2763 2691 2684 149 136 2535 2490 113 87 75 2446 61 45 2385 71 2314 2261 213 205 88 74 2048 1727 1708 57 1651 1598 53 167
is_linear=0
shrinkage=0.0171685


Tree=176
num_leaves=31
num_cat=0
split_feature=16 5 5 10 17 4 19 9 7 0 5 18 0 19 16 7 13 6 5 6 19 12 16 16 17 4 13 6 17 0
split_gain=9.44994 4.58471 3.97378 5.092 6.92728 4.68138 4.5598 3.93733 3.81005 6.04623 5.0712 5.00104 3.79701 3.48955 6.06311 4.00195 3.60917 6.36156 3.97947 4.57801 4.0672 3.47092 3.49414 3.22303 3.19293 4.04019 5.98933 4.87032 3.10959 3.20777
threshold=18.594956516900002 23.803605515150004 10.718565385000002 74.986474174450009 193.52305340940003 195.32149859550003 12.751028791950002 227.14331114760003 24.101221167900004 103.44649194340002 11.492436627450003 15.078943968800003 81.917319234750025 12.851036860900001 17.654958715000003 25.284494767250006 98.238948544700023 13.200308423050002 13.487843791950002 13.665319288000001 11.850956171350001 219.23896387120001 14.614965823850001 15.164964537700001 197.05557773135004 376.98468903265001 117.47217800995001 22.585527707250005 180.19381692845005 97.32487278035002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 28 4 5 -4 21 24 -5 11 -11 -10 -8 16 15 -15 17 -13 -18 20 -20 -7 -23 -21 25 26 -3 -28 -1 -30
right_child=1 7 3 8 -6 6 12 -9 9 10 -12 13 -14 14 -16 -17 18 -19 19 23 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0044486810564651289 0.0010263692413119228 0.0017824081556644692 -0.0031523895982227407 0.0024294667589894359 -0.0046872776850626473 -0.0025215799146218604 -0.0023389553012051912 0.0039684961136618839 -0.0035500099392012066 0.0011429313146176839 -0.0047872485808135206 -0.0048926275380455847 0.0030194790146332259 0.0012488826397759379 0.0029427775688245779 -0.0050242014092772447 0.0042288053153075695 0.00269900038851813 0.0016163337344225702 0.00031866062756221998 -0.0034859735409834571 0.0021474115800257853 -0.0029054336292805433 0.0039952986449098065 0.0012177473574952564 -0.005394178029996359 -0.0025224495292476747 0.0032205426262937242 -0.0045318765659313294 -0.00072329914879609594
leaf_weight=4.9416952319443217 192.66638099402189 10.017393652349709 8.3173573324456793 13.211428258568047 7.1635585241019717 10.989981125108899 2.5462900595739475 3.1327867656946173 4.1460341140627852 3.4212972987443191 6.4375307988375425 3.4539910256862631 10.483386747539042 2.2756780683994275 3.9558855183422565 5.1206249073147774 9.0915628001093847 3.3867850340902805 4.8469481095671672 6.1601730063557616 4.8343280404806137 7.2245912812650186 3.000881839543581 9.2258295118808729 11.499973988160489 3.1889935946092001 20.153275666758422 2.5805858075618735 3.8266380596905938 32.72325405664742
leaf_count=140 760 47 131 51 114 142 62 9 36 36 100 52 49 11 17 59 26 14 21 27 41 42 29 27 52 35 201 7 89 473
internal_value=0.000251245 0.000749516 -0.00045841 -0.000118298 -0.00110637 -0.000503675 0.000139637 -0.000305205 0.000499195 0.000114883 -0.00272931 0.000611192 0.00197232 0.000940741 -0.000990444 -0.00309411 0.00147546 -0.0011341 0.00199806 0.001189 -0.000931494 -0.000985923 0.000664547 0.00252326 -0.000587425 -0.00116504 -0.000753243 -0.00187055 -0.00151825 -0.00112204
internal_weight=414.025 243.239 170.786 129.294 49.726 42.5625 34.2451 50.573 79.5681 66.3567 9.85883 56.4978 13.0297 52.3518 11.3522 7.3963 40.9996 6.84078 34.1588 25.0673 9.68128 21.2155 10.2255 15.386 47.4402 35.9402 32.7513 22.7339 41.4916 36.5499
internal_count=2900 1111 1789 1087 569 455 324 351 518 467 136 331 111 295 87 70 208 66 142 116 62 213 71 54 342 290 255 208 702 562
is_linear=0
shrinkage=0.003936


Tree=177
num_leaves=31
num_cat=0
split_feature=13 8 18 6 18 7 3 8 0 9 19 5 17 3 13 8 4 17 16 9 9 4 5 16 5 0 3 5 2 9
split_gain=2.20627 3.701 2.85797 3.15683 2.49672 3.94243 3.2158 3.02858 2.47366 4.95303 3.32486 2.35539 2.85364 2.28273 3.09389 2.43718 2.16582 2.13078 4.58773 3.12976 2.10719 2.75497 2.51254 1.92985 2.31858 2.17351 1.65788 3.90284 2.97197 3.65915
threshold=95.870416931800023 2.9476996444500005 17.108018746400003 5.1551204485500008 14.708525021850003 21.725272673150005 75.559115756250023 2.0484014478500003 98.615332683000005 187.70546222865002 11.850956171350001 13.361597395450001 189.90635174060003 75.236500780600025 89.141206231250024 0.84933718570000016 280.33545882855009 211.47438991805004 17.614958808600004 212.89864875025003 207.97320095065001 182.98359720335003 16.664129935850003 12.024971880400001 1.6103415277500004 118.45077676945002 103.44111502715002 29.040033326300005 317.41815758785003 71.82068887245002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -6 7 13 26 -10 11 -11 -13 14 15 -7 -17 -4 19 -19 -12 -22 -23 24 -18 -26 -5 -28 29 -29
right_child=2 -3 17 8 5 6 -8 -9 9 10 20 12 -14 -15 -16 16 23 18 -20 -21 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.019286324953228223 -0.021173889374708467 -0.016249264731498656 0.019152673006810332 0.0017000642559166035 0.020713761702725347 -0.021372130481819785 -0.023317060865286815 0.017596222960746047 0.012281057052880316 0.016850165143863585 -0.024656133785972631 -0.020707297264562139 0.012093175394447065 0.014501890601739493 -0.023899086064085633 -0.021313900924182633 0.020137064971497899 0.0073903690788854901 0.021943497651377694 -0.024649393949364214 0.013634296818348298 -0.024857514065304478 0.0067173254094209595 0.020710623879845038 -0.021746449494743358 0.0078306691267636275 -0.023689241078190454 0.013113670487200933 -0.024899381096760594 -0.015711981832791998
leaf_weight=2.5864702463150051 2.554069028235971 7.6817142232321194 5.5985358282923681 250.94962414819747 3.403537884354594 1.9202929283492363 2.4422363014891735 3.3711808919906607 4.9244279600679901 2.405608948320153 5.7416447121649963 2.547620702534914 1.719041224569082 2.4926078319549552 2.9336531562730661 1.2315363157540549 1.5812954832799713 2.315702747553587 3.0750065073370934 2.4053938779979944 1.6525269895792005 3.4121165163815022 1.3655874058604238 2.5823716167360544 2.0890885069966321 1.7813375778496263 3.3775477246381334 6.2169662378728372 1.4889770010486234 2.3477305364795029
leaf_count=42 103 260 22 1468 22 121 52 13 24 11 77 41 7 14 74 41 17 14 9 28 11 53 12 14 61 42 115 31 22 79
internal_value=0.000463722 -0.00413441 0.00100953 0.00060017 -0.000859347 0.000985888 -0.00200822 0.000596013 0.000793169 -0.00528567 -0.00987628 0.00128431 -0.00749196 -0.00285391 -0.00591783 -0.00120201 0.00297823 0.00989394 0.00324506 -0.00893386 -0.0159942 -0.00825983 -0.0158326 0.00670194 6.63015e-05 -0.00813378 0.00133967 -0.00539388 0.000752475 0.00521206
internal_weight=340.195 36.0973 304.098 290.703 28.4156 25.8291 22.4256 19.9834 288.149 23.7686 18.8441 6.67227 4.26666 16.6122 14.1196 11.1859 9.26563 13.3946 7.7961 4.7211 12.1719 6.43023 4.7777 8.03409 5.45172 3.87043 264.381 13.4312 10.0537 8.5647
internal_count=2900 773 2127 2054 513 471 449 397 1951 236 212 59 48 384 370 296 175 73 51 42 153 76 65 134 120 103 1715 247 132 110
is_linear=0
shrinkage=0.0196719


Tree=178
num_leaves=31
num_cat=0
split_feature=13 19 4 12 5 18 19 8 17 8 0 17 16 16 16 4 16 0 10 6 6 5 10 3 17 3 4 0 8 2
split_gain=2.10494 1.67796 1.6344 2.26948 2.90056 4.3201 3.85176 2.21562 4.15871 3.68819 2.89018 1.96464 6.60109 2.87972 4.17668 2.82758 4.69363 3.54025 3.79865 3.44161 3.3293 6.03296 4.06126 7.01769 2.97626 2.76327 2.39136 6.49991 4.41974 2.63766
threshold=73.376087754350024 14.651182102100002 128.88186563570002 88.918697887850016 19.500380888400006 13.934548574650002 12.651020723000002 8.8430989333000021 182.28951942140003 8.7431769115000026 87.568458224950021 184.59783591905003 22.604947139800004 21.084950694200003 19.334954786500003 237.11242894575003 22.674946976100003 86.162394622750014 62.106071271500007 16.515385879350003 15.925372093750001 19.998562110200005 62.837331883000012 87.963661570150023 206.02826764000002 93.794927255050013 368.42487879595006 105.70748523110002 5.445750190600001 203.55719022600002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 9 -9 11 -10 12 13 14 -5 24 17 18 25 20 21 26 -23 -24 -13 -17 29 -28 -29 -19
right_child=1 -3 3 7 -6 6 -8 8 10 -11 -12 15 -14 -15 -16 16 -18 19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.024823900813309617 0.012535894874112597 0.008436038739123396 0.016654838084868329 -0.00095016399818422849 -0.025823762336101296 0.0036215262531355025 -0.029871180289377974 0.0075945226566628502 -0.030981975574620235 0.014754793470316493 -0.0050830404305946845 0.0055969982701878839 -0.032115888145047219 0.021194726587790112 -0.030377461005125506 -0.031031483562428186 0.013709314098758476 -0.00075932903685369392 0.009067640223269148 -0.023740938898960777 0.007040302224966561 -0.049252236826751894 -0.028534767832082829 0.0079131836712351966 -0.011700607250757717 -0.007183620753007546 -0.02101370008573512 0.014758345342705573 -0.025360087570762663 0.010356225164168373
leaf_weight=1.6753342892043281 5.4758260957896701 13.456581544131039 3.8189613539725524 46.906352162826806 3.7445755479857317 3.4925476154312491 3.5424204021692276 5.2970476346090427 4.3257254399359208 9.5419582910835725 4.5055350083857775 83.044267185032368 3.8052681405097237 2.7742590308189383 2.6076442115008822 5.3051175586879236 10.644905021414159 31.752216720953584 3.0341845462098709 3.1994927227497092 26.377948574721813 1.6910143271088589 5.8063584966585022 5.0665320232510567 5.4277225090190759 4.68728466052562 8.392187670804562 7.085138497874139 1.7548223799094556 16.676620179787278
leaf_count=145 22 61 17 637 37 27 35 39 45 40 27 436 32 8 52 45 52 362 25 20 109 13 88 24 62 62 130 63 50 135
internal_value=0.00048024 0.000607454 0.000278025 6.44703e-05 -0.00864902 -0.00272378 -0.0132435 0.000488894 -0.0082595 0.000921696 -0.0177688 0.000443522 -0.00333715 -0.00124278 -0.00249995 0.00140772 -0.000697243 -0.00196645 -0.0131105 -0.00061983 8.73763e-05 -0.0022572 -0.0166252 -0.0115508 0.0045358 -0.0198448 0.000492043 -0.00674834 0.00679443 0.00306835
internal_weight=334.916 333.241 319.784 314.308 14.5985 10.8539 7.03497 299.71 14.1283 285.581 8.83126 276.039 56.0935 52.2883 49.514 219.946 131.474 120.829 13.0266 107.802 104.603 78.2249 12.5639 10.8729 88.472 9.9924 65.661 17.2321 8.83996 48.4288
internal_count=2900 2755 2694 2672 116 79 62 2556 111 2445 72 2405 729 697 689 1676 1178 1126 132 994 974 865 125 112 498 107 740 243 113 497
is_linear=0
shrinkage=0.0226314


Tree=179
num_leaves=31
num_cat=0
split_feature=16 5 6 5 15 18 12 13 9 19 13 5 9 2 2 6 4 17 10 4 8 14 8 18 17 10 5 16 8 15
split_gain=7.77697 3.91584 3.67923 3.96812 3.66423 5.23144 4.07182 5.66777 3.61832 3.5211 5.6383 6.08277 4.42664 3.85074 3.50723 3.15368 3.096 8.30835 6.71783 4.57661 3.42642 6.34323 3.06535 3.00616 6.07563 3.55706 3.7817 4.35242 2.95365 2.94724
threshold=18.594956516900002 23.606333875400001 15.675366252400002 10.718565385000002 28.452330424200003 14.025183600500002 206.66000365515004 108.61908538635001 227.14331114760003 12.651020723000002 98.238948544700023 16.579584939650001 210.70699256735003 145.11127223590003 323.30468295165002 13.265309941850001 310.49012963040008 200.96259924040001 64.434276012450013 348.92759275185006 8.8430989333000021 168.39662374755002 8.7431769115000026 13.278511569200001 174.35320691475002 61.917879202350001 24.301614351200005 22.604947139800004 2.8477776226000002 26.870208776000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 3 -1 6 -6 7 9 23 10 15 12 -12 -13 -8 -5 20 -18 19 -19 22 -22 -2 24 -3 -25 -27 -28 -16 -11
right_child=1 8 -4 4 5 -7 14 -9 -10 29 11 13 -14 -15 28 -17 17 18 -20 -21 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.0013587228792415903 0.0011043086024702872 0.00020482454365147742 -0.0030475818816961316 -0.0043225296774855766 0.0022092819805953094 -0.0036867181494487093 0.0014223390511779797 0.0036626892028833306 0.003713377799515733 -0.0029115790124234621 0.0028238123212404849 -0.0042812045985836612 -0.001186726579307671 0.00088151303469926766 0.00067953063113087089 0.00068493255854416846 -0.004500632445457356 -0.0010576973744911683 -0.0033777105568113387 0.0033985874047684781 0.0019632781796047518 -0.0033219036343780151 0.0032813037352382754 0.002322502262844613 -0.0034665114005871956 -0.0030275784560929889 0.0027308639726555829 -0.0021897574942266883 -0.0048260044330617185 0.0014500296300325136
leaf_weight=36.697034540586174 140.81845907866955 14.520323991775514 7.0372844897210589 5.7978915879502875 2.8870646283030492 7.553176362067461 42.340670527890325 4.3640710562467566 3.0318060144782057 13.432037178426979 14.79998748004437 4.5992750376462919 5.1485939510166636 3.5551934540271759 3.0739756859838954 2.4976065959781408 5.2265110164880779 4.686442323029044 4.1568159312009803 10.075624614953993 6.0776147395372373 6.5470926538109779 9.5883281007409078 8.9518032297492045 10.992436317726968 5.7557260431349304 6.163718253374098 4.1916254926472902 2.4150405600667 2.5601009726524344
leaf_count=702 538 98 197 127 13 119 249 13 9 124 58 43 32 21 16 25 33 22 31 31 20 39 27 33 135 36 26 33 36 14
internal_value=0.000225919 0.000647969 -0.000414189 -0.000292044 4.82648e-05 -0.00205628 0.000258353 -0.000416475 -0.000239794 -0.000756263 -0.000116074 0.000680564 0.00178872 -0.00203036 0.0010591 -0.00281488 0.000902224 -0.000342801 0.000805837 0.00198387 0.00108662 -0.000777583 0.00124309 -0.000476771 -0.00137701 0.000439627 -0.000606557 0.0007391 -0.00174278 -0.00221335
internal_weight=399.543 240.784 158.759 151.722 115.025 10.4402 104.584 56.7548 53.6074 52.3907 36.3985 28.103 19.9486 8.15447 47.8297 8.2955 187.177 24.1454 18.9189 14.7621 163.031 12.6247 150.407 50.5756 25.5128 25.0629 16.1111 10.3553 5.48902 15.9921
internal_count=2900 1111 1789 1592 890 132 758 457 370 444 306 154 90 64 301 152 741 117 84 53 624 59 565 361 233 128 95 59 52 138
is_linear=0
shrinkage=0.0037255


Tree=180
num_leaves=31
num_cat=0
split_feature=6 6 16 10 0 5 18 9 9 17 2 16 10 16 3 19 13 5 5 9 8 5 15 18 18 6 6 3 6 10
split_gain=5.79973 5.63529 4.3024 3.55748 5.34059 5.17856 4.2585 3.66063 3.13441 3.18178 2.7326 2.71742 6.53261 8.63599 5.55233 4.41735 3.91075 3.54148 4.35392 7.60904 2.85365 5.31776 2.6355 2.622 6.73688 3.30617 5.38326 2.59353 5.35232 2.57865
threshold=13.665319288000001 13.775321858200002 13.894967507500002 70.182199495350019 96.055920542800024 23.606333875400001 13.809421053700001 227.14331114760003 206.50942114985003 201.96296776225003 357.36576196840008 19.214955067100004 66.697957758300021 19.974953289850003 89.227236891450005 13.851117550450002 113.96105169155001 20.206488238950005 21.042547594650003 198.78883073475004 8.543332867800002 21.850554661550003 23.969938375100003 13.278511569200001 12.600821109300002 17.495408777450006 22.585527707250005 84.968719212850019 14.755344756250002 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=-1 -2 -3 5 6 11 -5 10 22 -10 23 -4 14 15 -13 -14 -16 -18 19 -19 -20 -22 -6 24 25 -7 -27 28 -8 -25
right_child=1 2 3 4 8 7 27 -9 9 -11 -12 12 13 -15 16 -17 17 18 20 -21 21 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.00085792096197059235 0.0054278349306514121 -0.0072380347176165373 0.0038765417523489707 0.0058082139492909432 -9.9578938609689796e-05 0.002075948017047993 -0.0056344818663293808 0.0060113185142699269 -0.0067281832696687435 0.00098657631090884367 -0.0071636561457682933 0.0054829224614488161 -0.0030030711314519174 -0.0092652110395655164 -0.0041015731415188928 0.0047373101387860536 0.0045660760158821104 0.00089982166461429478 0.0024676807038989924 -0.0085670454435600035 -0.0058312314427355324 0.0013628482727158001 0.0052767015862213327 0.0037181809358330085 -0.0058913941836343572 -0.0065903672422996948 0.0043973383821160113 -0.0077541516209155455 0.0033905986491677416 -0.00052777846102453486
leaf_weight=109.33545083226636 9.2945415228605253 2.5232493113726369 16.85146826505661 1.6694086343050027 6.0764873623847979 12.881591280922299 7.2471384853124636 2.9802696853876105 3.0972764231264573 5.336745910346508 2.4238686170428982 13.159075073897837 5.8645677007734758 4.6891369447112075 4.6626984477043143 5.0136906132102013 12.701676867902277 10.904865123331545 56.739937216043472 4.355792522430419 4.6531228348612812 19.776091735810041 7.4298798032104969 8.0154641680419463 9.8008025381714088 4.9976420765742651 2.4292330741882324 5.4479380827397099 3.6084916964173317 15.163932139053939
leaf_count=1334 34 55 70 4 27 107 88 9 27 34 26 43 31 36 22 15 40 42 197 28 27 80 23 32 172 108 7 73 17 92
internal_value=0.000318451 0.000795179 0.000629888 0.000706843 -0.000955082 0.00101103 -0.00340215 -0.000526499 0.00104949 -0.00184656 -0.000876231 0.00157727 0.0013054 -0.00239643 0.00175933 0.0005644 0.00132874 0.00156075 0.00116489 -0.00180227 0.00172275 -7.43469e-06 0.00285792 -0.000590243 -0.00176866 0.000220961 -0.00299643 -0.00434525 -0.00263448 0.00094048
internal_weight=379.132 269.796 260.502 257.978 39.9134 218.065 17.973 58.6928 21.9404 8.43402 55.7125 159.372 142.521 15.5674 126.953 10.8783 113.794 109.131 96.4298 15.2607 81.1692 24.4292 13.5064 53.2887 30.1093 20.3085 7.42688 16.3036 10.8556 23.1794
internal_count=2900 1566 1532 1477 293 1184 182 553 111 61 544 631 561 82 479 46 436 414 374 70 304 107 50 518 394 222 115 178 105 124
is_linear=0
shrinkage=0.00605478


Tree=181
num_leaves=31
num_cat=0
split_feature=6 0 6 8 9 9 9 0 6 5 3 10 16 7 19 0 2 0 0 16 19 16 10 10 5 10 13 9 17 5
split_gain=5.57369 4.44374 4.01727 4.20461 6.32395 4.04057 3.44452 3.39423 5.71449 3.79467 6.3385 4.95638 3.55684 3.9757 3.24311 6.82307 5.04953 3.50534 8.19043 5.542 5.37542 4.42694 3.77452 9.62359 8.49478 5.09723 5.86234 4.35283 5.22301 3.60983
threshold=10.715250360100002 102.65877371115 11.175261108200003 4.9461400813500012 66.290220196950017 186.67271206880002 65.407743180450012 85.716110573100011 16.465384711100004 30.133297129900004 94.92945658615001 61.928633034850002 22.654947022900004 22.597569836950004 12.651020723000002 98.851916998450022 54.14718269210001 93.972365491700018 94.776214472700005 18.714956236300004 13.051052998800001 19.214955067100004 66.697957758300021 66.318885161900013 17.671168838450004 64.434276012450013 117.38883580790001 202.37225149245003 206.02826764000002 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=-1 2 -2 4 6 -5 -4 8 -7 10 11 -10 13 -9 -15 16 -16 21 -19 20 -20 -18 23 25 -24 26 27 -23 -29 -28
right_child=1 -3 3 5 -6 7 -8 12 9 -11 -12 -13 -14 14 15 -17 17 18 19 -21 -22 22 24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0014522028377350876 0.0057340896441359281 -0.0058802533842653732 -0.00029142715366115392 0.0030054295482459872 -0.0045922527921893625 -0.0093928483528373796 0.0067635069341688749 0.0040684955288960304 0.0038951905913487857 0.0048235305410229993 -0.0070147094554813827 -0.0043385654056691432 0.003240157625100804 0.0021266801558902254 -0.010144332735986127 -0.0074890244464876849 0.0044797239058578936 -0.0067743731368693988 0.00029721518891654048 0.0036763153814954566 -0.0075516007316327486 0.006905087187060407 0.0051545945551426048 0.0069387374045760909 -0.0060381911930742008 -0.0045929444966849491 -0.005784975199519299 -0.002635551789780683 0.0050295156071754922 4.4858437846646692e-05
leaf_weight=57.368961898144335 6.178434031084179 4.0003609992563716 16.325571680441502 31.554081458598375 14.282102290540932 3.1556944902986315 3.2367199063301078 12.180375859141348 7.7881096713244968 4.3523706812411538 5.8661898141726843 4.5036125537008047 22.407343899831176 33.90883120521903 1.8100692108273495 4.618208870291709 12.115388132631777 8.299580564722417 11.551586652174597 11.261727675795553 4.829732183367013 8.4220007136464137 3.7683566957712165 9.3125872537493688 8.8907608948647958 7.7573826238512984 4.6507618278264991 6.9128627069294435 6.9664092734456062 38.165572067722678
leaf_count=905 22 62 124 123 317 39 12 39 29 14 72 45 90 187 13 68 45 92 74 45 68 22 10 29 61 38 28 32 23 172
internal_value=0.000340609 0.000662955 0.000746031 0.000646261 -0.00143165 0.000901944 0.000875862 0.000629358 -0.00151951 -0.00041576 -0.00167159 0.000878392 0.000882551 0.000612225 0.000382481 -1.35717e-05 0.000224989 0.000356329 -0.00133161 0.000302527 -0.00201686 0.000923531 0.000469275 0.000958405 -0.00270633 0.000194187 0.000764472 0.00336183 0.00121177 -0.000588385
internal_weight=376.442 319.073 315.072 308.894 33.8444 275.05 19.5623 243.496 25.666 22.5103 18.1579 12.2917 217.83 195.422 183.242 149.333 144.715 142.905 35.9426 27.643 16.3813 106.962 94.8467 82.1876 12.6591 72.875 65.1176 22.3013 13.8793 42.8163
internal_count=2900 1995 1933 1911 453 1458 136 1335 199 160 146 74 1136 1046 1007 820 752 739 279 187 142 460 415 344 71 315 277 77 55 200
is_linear=0
shrinkage=0.00624749


Tree=182
num_leaves=31
num_cat=0
split_feature=16 16 10 19 19 17 9 13 18 6 12 19 17 3 13 7 18 5 3 18 5 17 2 7 17 16 0 15 13 18
split_gain=2.3359 3.26123 2.18927 2.34925 1.79467 1.57577 1.50371 3.39772 2.73522 1.58497 1.49232 3.06477 1.47708 1.44456 2.15586 1.52615 3.03281 3.53296 2.89249 4.19624 5.97083 2.71508 3.49838 2.77634 3.94596 2.19596 3.30719 3.45607 2.57077 5.68992
threshold=11.934972090850001 10.664975060650002 90.740838818900016 10.550851274900003 9.4507625164000029 169.94681044690003 37.256168974800005 96.209162656250015 16.118666550000004 2.9700693952000004 277.64210379030004 10.350835137000002 237.45530840880002 108.48197402175002 120.78166996855002 22.726915405250001 13.176060655350001 22.553892743650003 85.54673771085001 13.386548691950003 22.907563598750006 188.16174763880002 111.23922738415001 22.535351262400003 186.34046889365004 22.624947093000003 86.280686780500005 42.670190152050004 117.38883580790001 13.601370067700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 7 8 9 -2 11 -6 -4 15 -15 18 17 -17 -8 21 -21 23 -23 24 -20 28 27 -27 29 -18
right_child=6 5 12 -5 10 -7 13 -9 -10 -11 -12 -13 -14 14 -16 16 25 -19 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0092173478428517717 0.015914802797575577 -0.0011647914058262531 -0.017775446588867184 -0.01230035186818587 -0.013065997526594346 -0.019821147629422702 0.01306484695544634 -0.021951962698971296 -0.015032586744031549 -0.0028069489395520088 0.01775489490510785 0.014738398760566401 0.005705286058805807 -0.018437790653544676 0.01345156642990342 -0.0015589361630718584 0.013709166782876345 -0.022777360940596951 0.0011360333803791956 -0.028728032446795348 0.0080393089127046066 0.01372508839635306 -0.0011369099148767479 0.0098219726761281309 -0.015456284619350568 -0.014361325165042094 0.0092585676007486996 0.0042158854485915337 -0.0047815411727044309 7.9059716721196881e-05
leaf_weight=1.8051729034632504 2.8293305113911611 1.8268783204257477 3.0281645059585562 2.4658306818455449 1.9850252401083688 4.964061439037323 7.8462596014142028 2.7497372254729271 2.3825926845893264 2.5235411394387484 3.748295322060585 2.8457992598414421 1.0692836241796611 2.4417426302097733 0.84060457348823536 6.9530653022229654 9.6834390535950643 3.4697651360183954 38.131358658894897 2.9770637471228829 2.3166497768834233 13.278768852353098 7.2077706148847929 8.9312947671860439 4.7550383750349274 4.3258612081408492 20.305956076830626 9.3140568248927575 26.990896571427584 134.72661362495273
leaf_count=36 9 35 240 62 41 131 34 67 66 39 15 19 30 120 7 30 33 48 303 47 18 41 51 38 30 30 84 49 149 998
internal_value=0.000449415 -0.00474589 -0.000716275 0.00276941 0.00634784 -0.0148023 0.000840958 -0.00555391 0.00027513 0.00708868 0.00962299 0.00331335 -0.0116478 0.00106116 -0.010271 0.00118465 0.000415349 -0.00862256 0.00312734 0.00212252 -0.0126378 0.00320319 0.0084962 0.00111055 -0.000703643 0.000874088 0.00486498 -0.00167582 8.36941e-05 0.000993029
internal_weight=338.72 23.7385 16.9476 12.8501 10.3843 6.79094 314.981 10.4852 7.73546 5.35287 8.57912 4.83082 4.09745 304.496 3.28235 301.214 215.77 10.4228 85.4442 77.5979 5.29371 72.3042 20.4865 51.8177 42.8864 205.347 33.9459 13.6399 171.401 144.41
internal_count=2900 609 443 173 111 166 2291 181 114 48 75 60 270 2110 127 1983 1421 78 562 528 65 463 92 371 333 1343 163 79 1180 1031
is_linear=0
shrinkage=0.0171747


Tree=183
num_leaves=31
num_cat=0
split_feature=6 6 15 3 10 0 18 0 2 9 8 2 6 9 3 16 17 18 13 8 9 7 5 3 6 14 15 5 3 10
split_gain=7.20365 6.0737 4.01978 3.67735 3.76745 5.39493 4.49726 4.38437 3.66427 4.50429 4.3624 4.75447 3.47706 4.32984 4.90239 3.32708 3.91042 5.19703 6.59693 6.44971 3.15592 3.03701 3.02596 2.87494 5.69718 4.94231 5.53077 3.9589 8.03683 5.14125
threshold=13.665319288000001 13.775321858200002 17.047047148850002 108.48197402175002 70.182199495350019 96.055920542800024 13.954623666350001 87.181320254150009 317.41815758785003 66.290220196950017 5.9453602998000008 189.76529655395004 16.355382140900002 186.67271206880002 93.733092718100025 22.634947069650003 200.83528241485001 14.2124820928 112.82921081865001 8.1436447804000007 206.50942114985003 29.973557588500004 15.941372635650001 93.862138708350017 16.465384711100004 168.39662374755002 36.168474401900006 30.133297129900004 94.92945658615001 61.928633034850002
decision_type=2 2 2 2 2 2 2 2 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 -6 8 9 -4 11 -11 -12 14 -14 16 -9 -18 19 -19 -7 -1 -22 25 -25 -15 -27 28 29 -26
right_child=1 2 3 -5 5 20 -8 15 -10 10 12 -13 13 23 -16 -17 17 18 -20 -21 22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.00057640449654723582 0.004310804508749053 -0.0046213404897489808 0.0041134332116318393 -0.0035456950099881936 0.0031336452952636395 0.0023141946060716186 -0.0035334292794802088 0.0021582982656903941 -0.0041271342009757692 -0.0056700737585671894 -0.0028788478245132089 0.001733352782144764 -0.0010213686831091135 0.0044634451333241884 0.003887326169583961 0.004263962902947992 -0.0045548099804657155 0.0019848612711681744 0.0029689202435745467 -0.0073484477988089028 0.0023267918783957797 -0.0049674372992737879 -0.0034984298618222207 -0.0074686863183116752 0.003129960376474927 -0.0037929470406593475 0.00090887982835268454 0.0037167825326435673 -0.0055544816290060642 -0.0028095733682545992
leaf_weight=113.52479037363082 9.8152624741196615 3.284928595647215 7.3300812020897856 4.6209884183481327 2.6178384423255947 13.609806820750238 15.293576249852775 50.365065295249224 3.8360691722482434 5.2639176193624717 6.157954277470707 3.0134558156132698 6.1450515687465694 7.3277817964553824 16.738806456327438 10.343296766281126 4.7481898367404964 3.1473164111375835 12.34597187489271 3.4058314003050327 3.1274239011108858 3.5898670740425578 5.3236096575856209 2.7058756984770325 8.4100697785615974 6.2874959632754317 45.701587110757828 4.4714874476194373 6.3262824378907672 5.216820688918232
leaf_count=1169 34 59 20 124 10 50 175 182 37 99 41 24 26 19 54 37 25 13 41 28 11 165 51 29 29 36 185 13 68 46
internal_value=0.000266275 0.000679492 0.000546083 0.00061041 0.000684487 -0.000642622 -0.002559 0.000926395 0.000400902 0.000533399 0.000321371 -0.00297479 0.000557614 0.000751169 0.00256918 0.00176696 0.001418 -0.000158728 0.000945738 -0.00286589 0.000913308 -0.000711001 -0.00134272 0.000269914 -0.000997506 0.000849611 0.000340247 -0.000280599 -0.00117641 0.000856112
internal_weight=394.097 276.982 267.167 263.882 259.261 39.9723 17.9114 219.288 134.933 131.097 123.767 8.27737 115.489 109.331 22.8839 84.3557 74.0124 23.6473 18.8991 6.55315 22.0608 117.115 8.45103 86.4474 27.1305 59.3169 51.9891 24.4247 19.9532 13.6269
internal_count=2900 1566 1532 1473 1349 297 185 1052 726 689 669 123 546 505 80 326 289 107 82 41 112 1334 62 425 185 240 221 156 143 75
is_linear=0
shrinkage=0.00470027


Tree=184
num_leaves=31
num_cat=0
split_feature=6 6 0 5 10 0 15 18 5 8 8 0 10 16 10 3 8 10 2 7 18 3 15 16 16 13 15 12 0 4
split_gain=2.17939 4.53991 2.522 2.46084 2.70845 3.73532 5.49816 3.09321 2.6572 2.06915 2.90812 1.96133 3.48497 2.28677 9.32866 5.69353 3.98869 3.32154 2.45267 3.5462 5.71505 6.76837 4.71503 3.98442 4.75387 3.03464 2.53786 2.161 3.44443 2.12009
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.222050829800004 70.182199495350019 96.055920542800024 23.969938375100003 13.954623666350001 17.671168838450004 8.1436447804000007 8.543332867800002 85.716110573100011 62.00390986255001 19.214955067100004 66.697957758300021 89.227236891450005 8.1436447804000007 65.630639880500027 116.16618105335002 23.102607264700001 13.316069313700003 93.547589107050015 38.842471172100005 22.614947116400003 22.494947397000004 117.57971633515002 46.574831689400007 115.61167718145002 85.678472159250006 390.96858665540009
decision_type=2 2 2 2 2 2 2 2 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 8 7 -7 -6 -5 -1 -11 12 29 -13 15 -15 -16 18 -17 20 21 -20 23 24 -21 -23 -24 -14 -29 -10
right_child=1 2 -4 4 5 6 -8 -9 11 10 -12 13 27 14 16 17 -18 -19 19 22 -22 25 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011463548065030785 0.017885072408183038 0.020781809936391824 -0.016655769882899664 0.016701850342894869 0.011364386252819306 -0.015984189636226696 0.013190084740090187 -0.015884434325165311 0.0015983152809154056 -0.019166124687244587 0.0071969422859545652 0.011527024081105985 -0.031675119957878889 0.018596786254216392 -0.0014729750639397307 0.008258700270819621 -0.028652736423083133 -0.016202604169250848 0.0094755887521675887 0.0043117422611818456 -0.031453463911235824 -0.0043688027149023888 0.010730716354950836 0.0082016020625136667 -0.026501497732388708 -0.040590072944949082 -0.0057646448758028445 -0.019699561326575698 0.01632538888141033 -0.020258997822079648
leaf_weight=84.87460512528196 8.0103752017021161 3.102889545261859 3.7732753567397586 5.7880474850535384 2.3298698244616451 4.6663089990615836 9.2426892127841693 14.112958825193344 41.295143862720579 7.1152107072994095 2.7985233254730701 13.585023090243338 2.5802361862733942 11.379656266421078 4.3972708843648416 30.618857555091381 6.3122496530413628 4.470530003309249 9.3391588255763072 3.9418876692652685 3.8043084368109694 2.1183862816542378 29.656574510037899 5.8869574666023246 6.1581282243132591 2.3331595622003078 5.2732517328113309 3.7625030386261642 1.9262308273464439 2.2460579071193925
leaf_count=1227 34 11 36 19 11 27 43 177 394 91 16 63 44 44 24 109 49 22 36 16 28 19 110 25 38 22 39 87 11 28
internal_value=0.000563616 0.00166621 0.00111124 0.0014023 0.00113766 -0.00495437 0.00340245 -0.0120234 0.00207687 -0.00225267 -0.0117242 0.00163387 -0.00200545 0.00298769 0.00206473 0.00388636 -0.0174929 0.00227056 0.00310365 0.000799783 -0.0076796 -0.00112133 0.00372995 -0.00612503 -0.0144755 -0.0233532 0.00824046 -0.0150445 -0.00750135 0.000470813
internal_weight=336.9 242.112 234.102 230.328 227.225 30.3518 13.909 16.4428 196.874 94.7883 9.91373 191.086 51.8102 139.275 125.69 114.981 10.7095 103.601 99.1307 68.5118 17.595 13.7907 50.9168 15.987 10.1 4.45155 34.9298 8.26897 5.68873 43.5412
internal_count=2900 1566 1532 1496 1485 258 70 188 1227 1334 107 1208 564 644 581 508 73 464 442 333 105 77 228 79 54 41 149 142 98 422
is_linear=0
shrinkage=0.0219093


Tree=185
num_leaves=31
num_cat=0
split_feature=16 0 4 10 16 18 9 2 0 6 10 0 10 17 6 9 9 6 15 5 5 15 2 4 18 13 9 18 17 16
split_gain=6.97882 3.73685 5.86863 7.60433 4.9458 4.64038 6.50543 4.92929 4.39778 5.03326 4.80682 3.80227 4.01508 4.22421 3.62351 3.49668 3.95387 3.2069 3.26697 3.68171 2.77369 3.0865 4.98005 7.73069 4.11935 3.90888 2.81422 3.38533 2.74805 2.69557
threshold=18.594956516900002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 13.5538556217 196.26893085885004 101.14502893930002 96.249489528150022 14.855347092800002 62.197478847950002 86.280686780500005 61.944763783650011 192.34053301495001 16.375382608200002 200.41824001715003 216.18094582280003 15.675366252400002 32.540328261750005 10.718565385000002 20.361635946650004 40.301031380450006 103.98563613345001 222.56810966585002 12.993406580100002 117.52594717255 200.12618528045002 12.918470885650002 180.19381692845005 15.919962772200003
decision_type=2 2 2 2 2 2 2 2 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 14 11 5 -3 7 -7 9 15 -11 12 -4 -14 -2 -8 -17 18 19 28 -16 22 26 25 -23 -24 27 -22 -1 -21
right_child=1 4 3 -5 -6 6 8 -9 -10 10 -12 -13 13 -15 20 16 -18 -19 -20 29 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.005254482560949467 -0.0030867738744364171 0.0026912140302529225 6.0551486953802107e-05 -0.0057315297165965893 0.0031803786078475112 -0.00016870126576104462 0.001528981541079569 -0.0058190603095987321 0.0041257868193319489 -0.0024256484895049421 0.0019143867635690365 0.0032538162264046039 -0.0072039373647826768 -0.00059933112610721531 0.0044100430349931028 -0.0061189158255765871 0.0006006573475613278 -0.0037220444944391631 -0.0052546425741039019 0.00067068678700590292 -0.00033959065803748184 -9.3565564020883508e-05 -0.00024770019797275988 0.0018823060364631652 0.0041858436348679202 -0.00852762398160113 -0.0011446476509849306 0.0039133830091014812 -0.0011171515920901033 -0.00092302958779469152
leaf_weight=3.9930349113419643 4.4557591360062352 23.365570902824402 22.214601298794154 6.9213662007823578 25.314251482486725 7.89459380507469 3.9080350324511519 6.0165032483637333 8.3189569488167745 6.7003722563385955 35.78074399381876 5.4869451075792304 4.0660387575626356 4.5247236974537373 5.7659741714596739 5.6922934427857381 2.9349855184555054 6.6150525314733377 2.9726028088480225 73.343005222268403 6.6026636492461028 8.408913943916561 1.7960239760577659 4.9228244330734015 12.179185908287762 4.2319025192409754 7.2947402819991103 11.092661716043947 32.020209352485836 34.51448162458837
leaf_count=140 25 76 124 72 86 36 18 53 25 32 135 16 49 29 15 48 14 197 66 553 34 34 11 21 36 55 36 31 562 271
internal_value=0.000261477 0.000769287 0.000135899 -0.00121431 0.00132239 0.000854915 0.00029947 -0.00261246 0.000939052 0.000457191 0.00122985 -0.00035282 -0.000995222 -0.00372532 0.00101001 -0.00216129 -0.00383293 -0.000519111 -0.000374824 -0.000273999 0.00130304 0.000986122 0.000154449 -0.00248994 0.00243798 -0.00606062 0.00131323 0.00232647 -0.00157589 0.000160696
internal_weight=389.349 235.891 109.964 43.2137 125.926 100.612 77.2465 13.9111 63.3354 55.0164 42.4811 36.2923 30.8054 8.59076 66.7506 12.5353 8.62728 153.458 146.843 143.871 62.2949 56.5289 35.9408 10.9508 20.5881 6.02793 24.9901 17.6953 36.0132 107.857
internal_count=2900 1111 588 290 523 437 361 89 272 247 167 218 202 78 298 80 62 1789 1592 1526 273 258 188 87 70 66 101 65 702 824
is_linear=0
shrinkage=0.00470263


Tree=186
num_leaves=31
num_cat=0
split_feature=5 5 13 16 15 13 6 3 9 13 10 10 18 6 13 6 6 12 9 13 8 9 16 15 2 17 9 0 6 7
split_gain=9.47435 4.79673 6.50459 7.82943 5.01494 6.04494 6.81957 4.24334 4.23997 3.82507 5.76231 3.67014 4.10522 4.80687 6.03119 5.17282 4.6296 5.64489 4.61367 4.02649 4.0402 3.87126 3.70445 3.68628 3.63175 3.02391 4.35734 3.0132 3.16545 3.60658
threshold=12.294714844000003 23.606333875400001 112.82921081865001 19.974953289850003 36.508287084250007 109.41218053485001 14.515339148550002 89.227236891450005 227.14331114760003 108.48466247985 70.865067860500019 83.715897724050009 17.108018746400003 13.665319288000001 99.19872809730002 13.775321858200002 11.260263094250002 247.01970978410003 206.50942114985003 101.09946799550001 7.7439566930000003 213.24207352880003 12.644970430600003 19.527500348350003 357.36576196840008 197.94573456765002 66.290220196950017 89.057864029250013 22.585527707250005 23.282607548150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -4 24 -8 -11 12 13 14 16 -15 -2 22 -17 -16 -21 -20 -18 -14 25 26 -3 28 29 -28
right_child=1 8 7 -5 -6 -7 9 -9 -10 10 -12 -13 23 15 19 18 17 -19 21 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012642398823495763 0.0029133518363719923 0.0014883846620240035 0.0030934638600750575 -0.0039233660915339906 -0.003949287304456821 0.0021375396273280878 -0.0046959282730121357 0.0010272799843123342 0.0036851377550895436 -0.0029615138156273268 0.003566390902230549 -0.0033050861569592924 0.0042182253488431748 0.0036579488358718256 -0.0054380844303761671 0.0014425526599523974 -0.0044226995351212516 0.0022921290801608692 -0.0040286257992288854 0.00051223751813986014 -0.0027788382508717804 0.0010322571917087083 0.00061155668014796071 0.0002895949849713753 -0.0046829835920436371 0.0013726458951441496 -0.0025630849508619744 0.0031824111336784225 0.0025778714181722761 0.0002095913780920724
leaf_weight=51.618832517415285 9.1782062910497206 9.1887075975537282 15.953614890575407 6.4417012408375731 3.8041288945823899 24.394512213766575 5.8468932993710032 120.49931722506881 3.3389056697487822 5.6422410793602449 2.9026444964110851 3.6290617901831856 7.5834548249840719 9.4796839877963048 3.7322782874107387 20.16246531158686 5.261237343773244 6.0720397196710101 4.9416242539882642 10.179418075829746 11.000863730907438 3.7819300964474678 3.4175427183508873 6.1151204109191895 3.0397188663482657 10.480511590838431 27.428730274550617 1.9505886286497105 2.3953478783369055 8.7773409299552423
leaf_count=810 40 47 53 44 51 83 79 445 10 54 9 53 21 30 40 96 86 25 44 58 112 21 18 34 31 48 397 7 7 47
internal_value=0.000243275 0.00046148 0.000670717 0.00013924 0.000317117 0.000430358 8.01776e-05 0.00126885 -0.000449675 -0.00234955 -0.000744025 0.000414689 0.00054847 0.000247504 -0.000535883 0.0012448 0.000814007 -0.000492241 0.000452862 -0.00183248 -0.00119712 -0.00183458 -0.0024403 0.00246446 -0.00066791 -0.000465246 -0.000852495 -0.00138292 -0.00161361 -0.00189091
internal_weight=408.239 356.62 290.02 153.567 147.125 143.321 118.927 136.453 66.5999 14.3918 8.54489 104.535 100.906 87.2073 48.8416 38.3657 23.929 14.7508 28.886 24.9126 21.1803 8.72355 8.67878 13.6986 63.2609 60.2212 49.7407 40.552 38.6014 36.2061
internal_count=2900 2090 1496 998 954 903 820 498 594 142 63 678 625 570 379 191 169 129 161 210 170 65 104 55 584 553 505 458 451 444
is_linear=0
shrinkage=0.00376483


Tree=187
num_leaves=31
num_cat=0
split_feature=13 12 5 18 13 6 16 19 2 8 8 10 7 13 16 19 5 9 17 18 16 16 9 8 18 7 7 7 4 3
split_gain=2.25836 3.23842 5.02581 2.98586 2.57923 3.10948 2.49423 3.24967 2.26408 4.02525 3.04873 3.59753 6.71143 2.06205 1.98265 3.62968 1.92483 2.26209 1.87993 1.83968 1.75632 3.80014 6.82243 5.48463 3.77062 3.34295 3.04108 2.71362 3.08879 5.66955
threshold=95.99139754765001 216.11788648010003 2.7861270712500006 16.556821279000005 96.429616222950017 6.9451622726000011 13.534968349350001 11.850956171350001 206.09225218925002 2.9476996444500005 1.3489472949000001 84.600400448950026 21.061418062900003 99.19872809730002 14.994964935250001 12.250988447150002 13.264960807550002 54.761416764300009 199.55131508320002 13.987466292050001 15.644963415300001 17.844958270700005 191.87997069285004 4.9461400813500012 15.150044688000003 21.330714749000006 24.176224535650004 25.926164922500003 309.48890441440005 88.727183679150016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 16 13 -3 10 -10 12 -12 -8 15 18 -7 -18 -9 -6 24 22 23 25 26 -22 -16 28 -23 -30
right_child=4 8 -4 -5 5 6 7 14 9 -11 11 -13 -14 -15 20 -17 17 -19 -20 -21 21 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.019704333109031687 0.017759029622322821 0.019558159656329 -0.022313137443490762 -0.021805839757960851 0.00050688953961732777 0.0072454056593892289 0.023410520301817891 -0.0084254181706036844 -0.010267987779793493 -0.022837527138177171 0.019971037574579579 0.01850402746744409 -0.022063130187883438 0.0048370930930508541 0.0071338401445795825 -0.028037729974269503 0.0028968201173942129 -0.02441926026115555 0.013980231393048416 -0.023606373494445242 -0.015498228936175603 0.0024190763206293326 -0.018424945587702097 0.020699393300144604 0.015115377362354403 0.016943437443486666 -0.018185731325239797 0.012194800591474299 -0.027891641281646264 -0.0013732668062503039
leaf_weight=2.4455903992056833 3.9015230108052483 2.2541418196633485 7.9906342248432338 1.0466589117422698 2.1921630278229705 2.024732565507291 4.4600846320390684 4.2155315577983838 6.1611942942254307 3.3536864169873288 2.8957493081688863 6.2432276448234916 3.6092894924804568 5.8376250034198165 4.9483297709375638 2.7494673198089004 1.8587316032499073 4.1350595140829682 2.5374120026826859 3.4358953200280666 5.4701573988422769 175.3968201847747 11.277370491065083 4.8638065531849861 11.280633661895989 1.7809467762708662 3.3750365003943443 10.143842780962585 3.8270914051681748 31.304419272579253
leaf_count=8 22 17 297 69 20 12 16 41 187 111 9 36 50 42 29 41 16 91 11 105 134 971 147 14 49 9 27 60 57 202
internal_value=0.000563488 -0.00430479 -0.0133181 0.00726336 0.00114571 0.000927555 0.00121991 0.00153989 -8.33027e-05 -0.002072 0.00161087 0.00735188 -0.00335142 0.0128815 0.00111234 -0.00811719 -0.0100917 -0.0159483 -6.51705e-06 -0.0142141 0.00144497 0.000969243 -0.00691294 0.0038032 0.00736758 -0.00753022 -0.00313298 0.00180479 0.00130417 -0.00426208
internal_weight=337.017 36.0002 11.4829 3.49225 301.017 297.115 291.487 283.469 24.5173 22.2631 18.9095 12.7483 6.50504 10.2977 273.171 9.50241 8.01852 5.99379 6.75294 5.62806 263.668 244.064 23.3923 12.1149 19.604 7.2511 8.32337 220.672 210.528 35.1315
internal_count=2900 784 374 77 2116 2094 1969 1850 410 393 282 95 59 58 1792 93 119 107 52 125 1699 1594 304 157 105 143 56 1290 1230 259
is_linear=0
shrinkage=0.0205666


Tree=188
num_leaves=31
num_cat=0
split_feature=6 6 16 0 0 2 19 6 5 9 5 13 2 17 17 16 2 7 17 3 8 5 2 9 2 10 0 16 15 6
split_gain=6.28771 6.56183 4.64931 4.46397 7.03186 6.22487 5.4505 4.53406 6.75718 4.17095 4.69513 4.46335 5.52106 4.18434 4.24884 5.49349 4.98975 4.09275 4.06974 3.83498 4.02021 4.8788 5.69681 3.30617 3.65394 3.08032 6.05751 3.07852 4.57306 2.96337
threshold=13.665319288000001 13.775321858200002 13.894967507500002 93.972365491700018 86.530713386650021 317.41815758785003 12.651020723000002 16.455384477450004 22.443872254700004 66.290220196950017 20.361635946650004 117.55283175385001 56.184788788300004 197.22366780595004 188.54236693505001 22.604947139800004 154.60082690140004 23.477153707700001 191.27887671285004 84.968719212850019 7.943800736700001 17.369804050850004 147.87428232835001 188.53841931785004 69.280267125550012 62.116825104000007 76.591483678350016 15.444963882950001 21.073645951400003 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 4 5 9 27 23 17 -4 -11 12 -12 14 15 25 -16 -9 -18 20 -8 -22 -23 -6 -25 26 -14 28 -5 -26
right_child=1 2 3 6 7 -7 19 8 -10 10 11 -13 13 -15 16 -17 18 -19 -20 -21 21 22 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-0.00060036794355072386 0.0039341605826656188 -0.0050754618845944878 0.0030839853145345109 0.0026374539707613885 0.0044703396473744009 -0.0057649690899944667 0.0032404003622131389 -0.00041229557056467214 0.0033260740541129698 0.0038063666306912699 0.0054068672503148662 0.00043803382912036476 -0.0035214323053438059 -0.0070528637072172972 0.0018616331758391591 -0.007900263386491857 0.0012506969265342728 -0.0057482389959362242 -0.0063576577621748745 -0.0044267252390584938 -0.0051721530849130918 0.0015042246074237144 -0.0046138084661820414 -0.0018846869839987111 0.0013190979766537305 -0.0053327981302803097 0.0033193533575238748 0.0037884527735114154 -0.0034677579719270216 0.0031575388390573142
leaf_weight=113.02405518852174 9.9417925626039487 2.6655955938622347 8.3772383537143451 4.6947031468152982 8.5159391388297063 3.1546404752880326 3.4901743456721368 7.0827594697475451 5.652092643082141 5.4525731429457656 1.9858452975749958 67.049270993098617 5.1371487649157661 2.4962052553892127 10.296173512935637 3.155245615169405 2.1195317860692731 3.9703281223773956 3.0134985279291868 7.2699554562568656 5.1094546951353577 9.0615406483411771 3.8333237227052441 4.706905171275138 45.486265452578664 3.0695426296442738 4.1353001315146685 5.6982804127037516 4.0402781255543232 23.553730309009552
leaf_count=1334 34 55 35 15 24 41 18 29 18 15 4 353 136 20 34 33 12 26 29 76 45 48 52 24 187 64 17 18 27 77
internal_value=0.000234644 0.000578814 0.000452588 0.000508915 0.000753317 6.61801e-05 -0.000726798 0.00158261 -0.000415638 0.000224367 2.37071e-06 -0.000200069 -0.00140838 -0.00181331 -0.00139041 -0.00294634 0.000172387 -0.00232899 -0.00321601 -0.00178537 -0.000891994 -0.00169307 -0.000314515 0.00198839 0.00170179 -0.00167986 -0.000470598 0.00138285 -0.000186451 0.0019463
internal_weight=387.239 274.215 264.274 261.608 218.41 119.442 43.1977 98.968 16.7052 116.288 107.91 102.458 35.4085 33.4226 30.9264 15.4972 15.4292 11.0531 5.13303 28.7644 21.4945 18.0043 12.8949 82.2628 73.7469 12.342 9.27245 14.4333 8.73498 69.04
internal_count=2900 1566 1532 1477 1178 793 299 385 73 752 717 702 349 345 325 250 75 55 41 239 163 145 100 312 288 217 153 60 42 264
is_linear=0
shrinkage=0.00420704


Tree=189
num_leaves=31
num_cat=0
split_feature=16 4 8 9 0 9 3 16 6 13 10 6 16 16 5 19 6 6 5 16 0 19 3 8 5 2 16 18 0 9
split_gain=2.12861 2.92444 2.40374 1.77079 2.34846 1.55956 1.41664 2.07708 1.41337 3.04565 2.03707 2.45103 1.54036 2.21369 3.13572 2.38042 1.81706 4.10829 3.08278 2.96877 2.3127 3.48721 3.22201 3.83259 4.48929 4.93537 2.9492 4.22883 2.66992 3.10536
threshold=11.934972090850001 398.10712430820007 8.0437227585500022 34.331904962550006 110.74296730945001 32.66220731775001 108.48197402175002 21.084950694200003 5.0951190466500007 92.504467352450021 87.33187390945001 2.9700693952000004 12.234971389300002 13.534968349350001 13.264960807550002 11.850956171350001 13.665319288000001 13.775321858200002 13.697488545350001 18.474956797500003 93.972365491700018 12.651020723000002 84.968719212850019 7.943800736700001 17.369804050850004 147.87428232835001 15.444963882950001 15.974481919500002 87.181320254150009 188.53841931785004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 8 -8 9 10 11 -2 -10 14 -14 -15 18 -18 -17 -20 28 26 23 -23 -25 -26 27 -22 -19 -30
right_child=6 5 -4 -5 -6 -7 7 -9 12 -11 -12 -13 13 15 -16 16 17 20 19 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.011661577194089702 0.023214273066669646 -0.021831252944151787 0.0078719722314175809 -0.020490709932571637 -0.021656752474994472 0.0067113794783502517 -0.021704111043043355 0.016254306323738785 0.014895023416664651 -0.022031049603424932 -0.013584760474187775 -0.0073747115681430222 0.0027181366011919616 0.01085146536854821 -0.024510987793097631 0.0029212699924020019 0.016656336548966751 0.00039809034236612284 -0.013392211309253376 0.0022589361053243166 -0.017747191087586163 0.017290826143440238 -0.020613361604217378 -0.024784132777244249 0.0077188445877528628 -0.022262659794496244 0.017601427619438108 0.01235141161258744 0.01934851580603407 0.0041115742350481422
leaf_weight=1.9853616999462267 2.4907943718135339 0.89226361131295373 2.2718619108200064 7.991482000797987 1.5958985104225574 7.7914272709749639 2.4647034043446179 0.79809770733118046 3.4879171615466467 3.4379947604611516 2.4105547564104199 1.955612616613507 3.7707985714077941 10.957678765058516 3.3313308404758573 21.002045910805464 7.5811441019177428 117.18293140828609 14.666443084366621 7.7450085915625086 3.8439835496246797 3.093558404594666 6.1050331164151421 4.5367352012544861 8.1597006730735284 3.1953644994646302 5.0421867240220308 3.9666679725050926 6.132222205400466 63.711566805839539
leaf_count=25 8 49 27 291 109 108 124 3 26 146 52 37 31 65 67 152 33 710 183 38 28 18 76 46 48 52 18 14 22 294
internal_value=0.00054531 -0.00552481 -0.0113601 -0.0151356 -0.0031859 0.00377858 0.00098492 -0.0124193 0.00112701 -0.00632247 0.00155362 0.00976067 0.00138478 0.00122452 -0.010054 0.00150369 0.00113252 0.0018495 -0.0027081 -0.00798345 0.00135053 -0.00325287 -0.00769011 -0.00353445 -0.00758837 -0.000718081 0.00540921 -0.00246151 0.00228445 0.00544936
internal_weight=333.598 22.5283 13.8446 11.5727 3.58126 8.68369 311.07 3.2628 307.807 10.295 6.85696 4.44641 297.512 294.024 7.10213 286.922 275.965 232.551 43.4135 22.4115 224.97 37.9432 25.0904 18.9854 15.8918 11.3551 12.8528 7.81065 187.027 69.8438
internal_count=2900 609 452 425 134 157 2291 127 2164 243 97 45 1921 1895 98 1797 1732 1359 373 221 1326 300 240 164 146 100 60 42 1026 316
is_linear=0
shrinkage=0.0204501


Tree=190
num_leaves=31
num_cat=0
split_feature=16 6 5 15 18 12 13 13 18 17 9 2 0 4 10 16 3 18 9 0 6 2 0 13 3 19 10 17 6 17
split_gain=6.33517 3.18532 3.41758 3.69976 4.74533 3.22061 4.92867 3.46439 4.31872 6.25465 4.9553 3.38799 3.07897 4.71762 6.46542 4.27498 3.77889 3.75604 5.9488 4.69933 5.16179 4.69525 4.24736 4.61688 8.21993 4.57747 3.66806 3.94805 3.49791 3.10923
threshold=18.594956516900002 15.675366252400002 10.718565385000002 28.452330424200003 14.025183600500002 206.66000365515004 108.61908538635001 95.99139754765001 15.946034773700001 203.08534335880003 206.08249486475003 323.30468295165002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 93.308316333450009 13.5538556217 196.26893085885004 96.249489528150022 14.855347092800002 101.14502893930002 90.337570099350003 112.82921081865001 86.302194445500007 14.551174033150001 61.944763783650011 192.34053301495001 16.375382608200002 199.55131508320002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 10 -10 -9 -7 13 28 16 17 -15 -14 21 20 -20 -19 25 24 -24 29 -18 -28 -2 -22
right_child=12 -3 3 4 -6 11 -8 8 9 -11 -12 -13 15 14 -16 -17 26 18 19 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015875613243861073 -0.0031259965206981628 -0.0037291004445030064 -0.005286584939818503 0.0026461680473732706 -0.0047661942412867688 0.0017272075571785589 0.0046055646056592315 -0.00080708823624305514 0.0034461104863238996 -0.0022390979825745679 -0.0062778622593774609 -0.0022258232799698503 0.0025344096369476986 0.0033666951466031292 -0.0054118206013271846 0.003056292255215315 9.4845635906700565e-05 -0.00011301047633123101 -0.0022846762673623443 0.0042802829423722617 0.00024183679626302337 -0.0057588127931262282 0.0033022968068790286 0.0047935117798296213 -0.004455801549981076 0.0031169531339429639 -0.0071170354511611881 -0.00056859136825349477 0.0012572634766055699 -0.0046497040558553934
leaf_weight=37.209121614694595 4.3923941459506741 6.5301385829225174 3.6614306736737481 2.6859488189220411 7.0469987448304892 41.128683330491185 4.039615172892808 24.113788568414751 11.491308167576792 7.0185863636434069 4.4097603242844334 5.5393884163349858 22.441217802464962 5.4412310868501654 6.5233559105545273 24.233619175851345 21.762631531804804 7.7671206593513471 12.160320255905388 8.2525367215275747 5.7575874626636523 5.7886238880455494 9.0076739788055438 10.900934293866156 4.6691019758582106 5.1701276153326026 3.8675842434167844 4.4678843766450882 61.452515825629234 5.9493232741951942
leaf_count=702 25 197 91 13 119 249 13 190 46 64 53 52 76 16 72 86 124 36 80 25 23 53 29 36 31 15 49 29 273 33
internal_value=0.000256301 -0.000485603 -0.000342824 7.39243e-05 -0.00272064 0.000342156 -0.00043871 -0.000840662 -0.000494559 0.00129039 -0.00165287 0.00125799 0.000755863 0.000171861 -0.00106951 0.00127199 -0.000272461 0.000830154 0.000323076 0.000946874 0.000433789 -0.0025239 0.00123122 0.00248986 0.000653767 -0.000601714 -0.000930359 -0.00360701 0.000964864 -0.00224399
internal_weight=384.881 154.875 148.345 111.136 9.73295 101.403 54.7345 50.6949 47.0334 18.5099 28.5235 46.6681 230.006 107.908 42.0627 122.098 35.5393 97.8646 75.4234 61.8676 53.6151 13.5557 41.4547 24.5777 13.6768 16.877 30.0981 8.33547 65.8449 11.7069
internal_count=2900 1789 1592 890 132 758 457 444 353 110 243 301 1111 588 290 523 218 437 361 272 247 89 167 96 60 71 202 78 298 56
is_linear=0
shrinkage=0.00474518


Tree=191
num_leaves=31
num_cat=0
split_feature=6 3 6 13 16 8 0 19 8 17 5 7 17 17 4 9 6 18 3 5 16 16 6 16 13 19 5 17 3 4
split_gain=1.98211 2.91617 3.43669 2.51802 2.11727 4.37892 3.46973 2.52555 2.05434 2.28741 2.21653 2.06301 3.7845 1.81824 1.8786 2.65043 1.79802 2.24946 2.37354 3.7823 1.97237 2.31134 2.66932 6.08587 1.60821 1.56982 2.17193 1.47265 1.33963 1.90871
threshold=10.715250360100002 76.884525614550014 11.175261108200003 107.54907905045002 17.924958083650004 7.1444245619500011 97.32487278035002 9.4507625164000029 1.6487133604500002 201.37020668845003 8.494960530800002 24.605072964550004 237.45530840880002 200.96259924040001 322.30207738780001 38.559541491950007 11.685273024550002 17.108018746400003 81.70761950055001 16.222050829800004 15.919962772200003 12.644970430600003 12.315287744750002 14.994964935250001 81.98184222990001 11.750948102400001 2.5966915737500007 206.99440818355001 108.48197402175002 159.66984649465005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 13 -10 24 14 25 -16 27 18 20 -20 21 -18 -23 -24 -13 26 -9 -4 -21 -30
right_child=1 2 16 -5 -6 -7 7 8 11 -11 -12 12 -14 -15 15 -17 17 -19 19 28 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.018187513465476111 -0.017216940207068623 0.016651763086673585 -0.0025893255074290328 -0.030273420135015116 0.0077074702227126956 -0.021870585239726615 -0.021061940971281348 0.012715184728864763 0.014041274014739664 -0.020764147433526184 -0.022798570314767865 0.010439159335079952 0.014026572730996952 0.024080715901536862 -0.021798473175924322 0.01131653731811157 -0.022446745357609162 0.012893288282718015 0.017679951562367804 0.0012673155837316416 -0.01880768116071669 0.015811391116934272 -0.029105392488652484 0.0060529339217709312 -0.023027814314311688 0.01608260248840402 -0.021396807137363607 -0.024688437943577599 0.013680152574905072 -0.020754228559025246
leaf_weight=4.2538512060418716 3.2162884604185811 5.3860041424632064 3.1184181375429025 1.2498372346162785 6.6423832597210994 4.6024105162359765 1.9178850781172538 1.4558654706925174 7.6107330517843348 2.319016359280794 1.4063180377706874 0.68645456153899465 3.187743516638875 1.3495065234601487 2.5873212311416869 1.3956380058079956 1.8993618162348891 6.0746011920273295 5.2758367508649817 238.00730782747269 3.5670797750353804 3.1554184369742861 2.6968975868076068 5.8587565757334232 2.5004547163844109 3.2536260206252337 1.3487613182514904 1.7748760441318152 0.82337482087314073 2.2643968155607581
leaf_count=115 62 22 29 11 36 148 149 22 39 94 29 10 23 4 73 10 41 31 23 1491 57 13 33 40 73 21 48 26 8 119
internal_value=0.000504136 0.00111986 0.00133056 -0.00314522 -0.00241634 -0.00410274 -0.00178441 0.000465036 0.00188374 -0.00306588 0.000141311 0.00723352 -0.000894305 0.00297351 0.000136769 -0.0101949 0.00102996 0.00124112 0.000972542 0.00145786 -0.00598824 -0.00262846 0.000585767 -0.00502961 -0.0158191 0.00692926 -0.00368947 -0.010605 0.00110288 -0.0115721
internal_weight=330.886 283.119 279.902 47.7678 46.518 39.8756 35.2732 31.0193 29.1014 15.1161 12.797 13.9854 6.37465 11.3907 10.0412 3.98296 274.516 269.623 263.548 246.371 17.1775 13.6104 11.7111 8.55565 3.18691 6.05825 2.80463 4.89329 241.095 3.08777
internal_count=2900 1995 1933 905 894 858 710 595 446 301 207 145 106 178 174 83 1911 1856 1825 1641 184 127 86 73 83 91 70 55 1618 127
is_linear=0
shrinkage=0.0193676


Tree=192
num_leaves=31
num_cat=0
split_feature=16 5 15 5 6 9 18 17 7 12 12 13 19 5 0 2 5 16 13 6 18 6 6 9 18 5 6 4 10 6
split_gain=6.47807 3.41016 3.35169 3.79797 3.98772 3.33982 3.29161 3.23754 3.20337 3.10115 2.89195 5.08044 4.66619 6.39795 5.85303 4.54159 4.01617 3.13515 2.72885 2.83812 4.93891 3.44252 2.72146 2.53198 2.51271 2.50309 3.60913 2.45081 7.55898 6.72046
threshold=18.594956516900002 23.803605515150004 28.452330424200003 11.848158554650002 15.675366252400002 227.14331114760003 14.025183600500002 189.37128582595003 27.952168727600004 150.89336347300005 206.66000365515004 108.61908538635001 12.651020723000002 16.579584939650001 102.65877371115 323.30468295165002 23.234643166550004 15.474963812800002 116.59305220125002 22.585527707250005 13.278511569200001 16.405383309150004 8.5201990730500015 202.80137809380003 11.955585097900002 17.369804050850004 11.585270688000001 310.49012963040008 64.434276012450013 16.325381439950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 3 7 10 18 -4 -1 9 -9 11 12 13 14 -5 -12 17 -15 -3 20 24 -22 -10 -23 -20 26 -14 -2 29 -29
right_child=1 5 6 4 -6 -7 -8 8 22 -11 15 -13 25 16 -16 -17 -18 -19 19 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0035634772605834301 0.0012752434196204028 0.0015073619954619651 0.00095148740677891024 0.0024408319570870442 -0.0035433815722302107 0.0046210693016245476 -0.004744799918163233 -0.0053905039583131333 -0.0041996612941021293 0.0010196191996059544 0.0018050286702354272 0.0047246183218834165 0.00023586538798153484 -0.0065853597252413781 -0.0042558401218488282 -0.0036340473987494758 0.0024214483178809473 0.000287325028182102 -0.00095275374869828184 0.0035831156201496205 -0.0039625479374818416 0.0023599024064032922 0.003852235676512565 -0.0018614059634114908 -0.0052599525136292095 0.00078621830440549548 -0.0056099315468054693 0.0027646634604378759 -0.0051997666556405104 -0.0038793133303033182
leaf_weight=12.337670224718748 161.44032983481884 10.086427221074699 3.2921532709151489 21.361681928858165 6.1040785023942581 2.870253160595893 7.6273198798298836 1.8922386448830426 7.1494398200884444 17.848958631046116 40.000635351985693 4.1827757284045211 3.3321883603930464 5.4899768000468594 3.4342591296881428 3.8116381447762242 2.352358840405941 2.0726942047476768 4.5916895791888228 2.5033119171857825 4.0642019193619516 9.9158852752298099 1.0976396761834619 4.770689293742179 9.2662625135853869 3.1926880776882163 8.5039443373680097 13.898169502615934 5.598510716110467 4.5912932306528083
leaf_count=306 638 46 33 113 179 9 125 45 201 194 230 13 24 77 54 39 15 16 49 7 31 43 13 31 135 18 94 51 44 27
internal_value=0.000270224 0.000771052 -0.000484153 -0.00029152 0.000190063 -0.000359109 -0.0030274 -0.00153159 -0.000635903 0.000405194 0.000423237 -0.000315 -0.000738798 0.00022076 0.00151334 0.00133183 -0.00301177 -0.00470177 -0.000675367 -0.00130239 -0.00167744 -8.44905e-05 -0.003128 0.000988681 -0.00383281 -0.00295502 -0.00396418 0.00106387 -0.000352801 0.00111483
internal_weight=388.681 233.597 155.084 144.165 103.839 48.0687 10.9195 40.3259 27.9883 19.7412 97.7348 53.9226 49.7398 34.711 24.7959 43.8123 9.91503 7.56267 45.1985 35.112 32.6087 18.7508 8.24708 14.6866 13.858 15.0288 11.8361 185.528 24.088 18.4895
internal_count=2900 1111 1789 1631 872 351 158 759 453 239 693 424 411 275 167 269 108 93 342 296 289 105 214 74 184 136 118 760 122 78
is_linear=0
shrinkage=0.00476116


Tree=193
num_leaves=31
num_cat=0
split_feature=13 12 5 18 18 6 7 2 8 8 10 7 12 15 17 12 5 6 9 9 9 3 10 7 10 10 16 15 18 5
split_gain=1.94538 2.88199 4.08932 2.50684 2.29309 2.37354 2.12039 1.95195 3.68305 2.38931 2.99124 3.21356 1.5227 1.65211 1.41813 3.68991 2.41986 5.58213 1.72999 2.15618 2.74017 3.84347 3.61529 1.96505 1.78495 4.9253 2.46985 2.93649 3.88027 3.23367
threshold=95.99139754765001 216.11788648010003 2.7861270712500006 16.556821279000005 17.327266398450003 5.1551204485500008 26.752366550650006 206.09225218925002 2.9476996444500005 1.3489472949000001 79.535345331150026 20.696106785750004 235.75385747780004 5.4774945026000008 166.83257850275001 101.62436419600002 30.372394345600004 16.505385645700006 54.761416764300009 62.308883479750001 66.290220196950017 101.23926781830001 55.788194664950005 20.179048202600004 57.960468834350003 59.74022811670001 22.724946859200003 44.34858359035001 13.278511569200001 22.963361893800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -3 9 12 11 -11 -9 -14 15 -7 -17 -18 -16 -20 -21 23 -23 -22 -25 -26 27 29 -29 -27
right_child=4 7 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 18 16 17 -19 19 20 21 22 -24 24 25 26 -28 28 -30 -31
leaf_value=0.015765877507641593 -0.018593655771872681 0.015698636106086881 -0.018923149315795591 -0.018563561999375266 0.0095908471234515125 0.0082616603064293789 -0.010793494763100677 0.0069862752177320903 -0.019428559710184645 0.016755387671626099 0.012228661071665722 -0.016542478651430163 0.0097526922192094426 -0.019061383894228061 0.0081791593733075655 -0.021028874422894799 0.022905062415118586 -0.024300061710237599 -0.013483278665830274 0.01410303291800595 0.014899786040397508 0.0078037537778859701 -0.019305689868530065 0.017706373626408027 -0.023077135003382987 0.00074738302694020116 0.0090164633975550416 -0.020890640484965275 -0.001835081322240809 0.0086916879938415299
leaf_weight=2.157249532639979 1.9685404123738397 2.1671647056937244 6.9497313750907779 0.94228774541988958 9.064150592312215 4.1029715840704721 4.820304042659699 1.4934312528930664 3.1093212971463791 1.295315109193323 7.7235646098852158 2.8814760334789753 0.75248297536745656 3.3220471679233015 10.550827503204344 4.2964705196209252 1.5475715994834902 1.5418505226261912 3.1628887690603724 4.9036578983068457 3.1995870247483245 2.1212369441054753 5.3217539675533772 1.9668067079037417 2.6102425660938016 184.11462181154639 11.767942091450093 4.0327138267457512 18.002438442781568 17.27972191106528
leaf_count=8 100 17 297 69 52 41 56 21 111 4 50 41 29 137 55 130 3 50 29 20 13 30 110 7 32 1069 47 83 113 76
internal_value=0.000446226 -0.00361179 -0.0114428 0.00532941 0.000895245 0.000620916 0.000753474 -0.000151818 -0.00182113 0.00131295 0.00575492 -0.00621608 -0.00818083 -0.01374 0.000951889 -0.00508949 -0.0125062 -0.000653792 0.00120988 0.000925407 0.0011039 0.000849352 -0.0115796 0.00123008 0.00104767 0.000909897 0.00117611 0.000763159 -0.00532249 0.00142901
internal_weight=329.17 32.7941 10.0493 3.09954 296.376 287.312 285.344 22.7448 20.5776 17.4683 11.9004 4.17679 5.56796 4.07453 280.523 11.4889 7.38589 3.08942 269.034 258.484 255.321 250.417 7.44299 242.974 239.774 237.808 235.197 223.429 22.0352 201.394
internal_count=2900 784 374 77 2116 2064 1964 410 393 282 95 45 187 166 1908 224 183 53 1684 1629 1600 1580 140 1440 1427 1420 1388 1341 196 1145
is_linear=0
shrinkage=0.0175589


Tree=194
num_leaves=31
num_cat=0
split_feature=16 6 5 16 16 5 19 16 9 0 16 17 4 2 19 5 5 9 0 7 17 4 13 6 3 10 10 0 15 10
split_gain=8.70987 4.16509 4.19773 4.76741 4.85784 4.8283 4.64868 4.31382 4.80302 8.52459 3.89401 3.59419 5.20068 3.53004 3.7197 3.99044 3.37273 3.51309 3.22409 3.23477 3.10591 3.87005 5.43407 4.15653 3.02828 4.03377 2.99649 10.7636 5.07465 4.9955
threshold=18.594956516900002 15.675366252400002 12.294714844000003 15.919962772200003 13.534968349350001 26.225713454500006 10.550851274900003 17.844958270700005 191.87997069285004 97.32487278035002 18.094957686100003 172.46189488870002 323.29283506040002 187.77144079505004 12.651020723000002 16.579584939650001 23.803605515150004 227.14331114760003 97.32487278035002 22.969987962250006 197.05557773135004 376.98468903265001 117.47217800995001 22.585527707250005 80.941408933400012 80.288113607700012 66.697957758300021 92.031298721500022 29.334060236450004 66.318885161900013
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 6 7 -4 8 9 -5 -9 12 -8 14 15 -6 26 20 -1 -20 21 22 -18 -24 25 -15 29 -28 -29 -2
right_child=16 -3 3 5 13 -7 11 10 -10 -11 -12 -13 -14 24 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0045594940831525203 0.0010279520503403122 -0.0031816867309610486 0.0012928768940813932 -0.0040287111764625103 0.0019318303109300047 0.003994067320933898 -0.0029897735890291148 0.0022641286063769376 -0.0044483662669870276 0.0040457656277171758 -0.0015897477968393461 -0.0041120897145942234 0.0037938423118912875 -0.0023839095805997723 -0.0027963921503342754 -0.0018016473016511426 0.0017696987963311166 0.0038728356101589119 0.0015139058209131327 -0.0013841625992106732 0.0012883945951608026 -0.0051940680773376159 -0.0023309115812764365 0.0029691812100401224 0.0037236274483712262 0.0030380039775379643 -0.0046764059479978788 0.0022619558742721846 -0.00040717935589041547 0.0038068675104600616
leaf_weight=4.0552903711795798 132.29427835717797 7.927042042836546 9.8959655836224574 4.432573456317189 18.783582758158452 2.6878285296261302 4.1496928501874191 6.8886911179870394 10.32536976225674 3.5499961748719215 9.2743716575205308 7.1549962721765041 2.8908351995050907 3.5826906189322489 4.422661878168582 5.6037024632096282 9.7830522283911723 3.0085135102272025 6.8425704557448617 38.353017112240195 11.521155096590517 3.0791153591126195 19.204101281240586 2.523992344737052 13.133364822715519 4.8954918794333935 6.1645536795258513 19.704926863312721 23.601413641124964 10.528872780501841
leaf_count=98 486 197 73 44 76 8 51 33 119 9 104 108 9 27 35 34 47 9 59 644 52 35 201 7 41 20 40 72 131 31
internal_value=0.000242451 -0.000434026 -0.000298677 0.000117791 0.000684334 -0.00101827 -0.000749932 -0.0014091 -0.00269971 -0.000437842 5.27728e-05 -0.00217401 -0.000204426 0.00136963 0.00047981 0.00107395 0.000715593 -0.000192461 -0.00124298 -0.000945398 -0.000457699 -0.00103928 -0.000633294 -0.00171524 0.00255583 0.000746824 0.000947548 0.000123986 0.000807311 0.00123281
internal_weight=410.264 168.85 160.923 111.672 74.513 37.1588 24.0915 34.471 18.3079 7.98257 16.1631 14.1955 7.04053 50.4215 28.8099 24.3873 241.414 49.1199 49.2509 45.1956 46.1114 34.5903 31.5111 21.7281 21.6115 8.47818 192.294 49.4709 43.3063 142.823
internal_count=2900 1789 1592 791 474 317 241 309 172 53 137 168 60 233 145 110 1111 351 801 703 342 290 255 208 88 47 760 243 203 517
is_linear=0
shrinkage=0.00388283


Tree=195
num_leaves=31
num_cat=0
split_feature=6 3 6 0 7 7 17 13 10 8 17 16 8 17 6 18 3 5 5 16 18 18 7 13 19 18 16 0 10 9
split_gain=1.84336 2.50222 3.05618 2.29529 3.28896 2.93298 3.26916 3.70823 2.84109 2.33229 3.02931 1.78426 3.48024 1.66019 1.54482 1.89423 2.09336 3.43234 2.49173 1.77915 1.84439 3.65767 1.80956 1.52018 3.45971 2.28768 1.46559 1.39854 2.60198 3.72119
threshold=10.715250360100002 76.884525614550014 11.175261108200003 95.590817286200021 20.778835947700006 24.071745547300001 237.45530840880002 92.504467352450021 90.740838818900016 1.6487133604500002 195.44378352670003 17.924958083650004 7.1444245619500011 180.19381692845005 11.685273024550002 17.108018746400003 81.70761950055001 16.579584939650001 16.892865140250006 15.919962772200003 16.300018606400002 15.606027545000002 24.918974924200004 81.98184222990001 11.550931964450003 16.158105979900004 15.164964537700001 85.716110573100011 61.917879202350001 187.38923140910003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 9 7 8 13 10 -5 12 -8 -7 -4 16 19 -18 -19 20 21 22 -16 -15 -25 -26 -11 28 -20 -30
right_child=1 2 14 5 -6 6 11 -9 -10 26 -12 -13 -14 23 15 -17 17 18 27 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0062622765902754464 -0.019044766117784655 0.018804280812227667 -0.011643608057827865 -0.02676191387472783 -0.029470763404125792 -0.025411091955720798 0.014201026408735547 -0.027205658143622455 -0.023756267910682943 0.0042348630187441609 0.013759860409860993 0.025431210530975398 -0.026064903670337598 0.015919514578788541 -0.00072897884794897094 0.014189612039289676 0.014442795018635747 -0.017648038303803987 0.0014982015085010997 -0.021237443850943807 -0.016836077796793785 0.01762576536384626 -0.028597941317149524 -0.025185276069784192 0.021684718073640905 -0.01096496154047877 0.023168684620951282 0.0023106310206404993 0.00026880977459237327 -0.021621280918064863
leaf_weight=2.0561241507530204 3.1177389407530418 5.1897830236703149 4.8114213831722727 1.9912529713474207 3.8257679198868573 1.1575142815709174 3.1759370649233452 5.1832556119188657 3.211888617835938 4.0616778712719661 1.8456878708675502 2.0414259508252144 1.7169638667255638 3.3759931111708266 3.4683014079928416 5.8653598986566058 10.393517605960367 3.6381426062434903 36.034682435449213 3.463338002562522 3.601479271426796 4.3998612612485886 1.8575155809521673 2.3566150944679976 2.8021455118432641 1.8497171308845279 4.4461022391915321 179.8112702742219 9.0657403096556681 7.2615603487938634
leaf_count=12 62 22 55 54 106 39 31 121 271 28 20 7 46 26 38 31 47 30 367 57 33 23 33 67 15 46 16 988 103 106
internal_value=0.000571086 0.00125518 0.00148214 -0.00370628 -0.0169796 -0.00171545 -0.00593906 -0.0106262 -0.00480161 0.00747831 -0.00726968 0.00753714 7.13418e-05 0.000473066 0.00115365 0.00138266 0.00109704 0.00162792 0.0010631 -0.00668746 -0.00290634 0.00225192 -0.010449 0.00335827 -0.0026925 0.00870225 0.0141295 0.0013563 -0.00192086 -0.0094668
internal_weight=327.078 281.98 278.862 45.0981 5.88189 39.2162 26.8715 19.9371 14.7539 12.3447 3.83694 6.93433 4.8929 11.542 273.672 268.861 262.995 246.205 235.811 16.7905 13.3272 9.72568 5.32582 10.3845 7.00848 4.65186 8.50778 232.173 52.362 16.3273
internal_count=2900 1995 1933 905 118 787 669 585 464 118 74 84 77 193 1911 1856 1825 1641 1594 184 127 94 71 154 128 61 44 1564 576 209
is_linear=0
shrinkage=0.0227859


Tree=196
num_leaves=31
num_cat=0
split_feature=16 5 9 15 18 15 12 8 8 10 19 6 3 12 19 15 10 5 16 3 13 5 0 7 17 15 6 17 16 16
split_gain=6.32049 3.74004 3.72581 3.59318 4.10887 4.05836 3.60067 4.53191 3.8712 4.18366 5.52573 7.26745 5.29357 3.15579 3.15243 3.30495 2.886 10.073 8.12388 4.68013 3.1358 3.32222 3.03386 8.0274 5.20746 2.97028 3.88024 5.12775 2.88154 2.87133
threshold=18.594956516900002 23.803605515150004 227.14331114760003 28.452330424200003 14.025183600500002 28.321365561200004 206.66000365515004 1.3489472949000001 4.9461400813500012 70.77903720030001 12.751028791950002 11.585270688000001 76.220476456350013 144.78335471795 12.951044929850001 23.900317844600004 66.697957758300021 20.766972852450003 19.974953289850003 89.227236891450005 113.96105169155001 19.812684199800003 93.972365491700018 24.861556163250004 193.52305340940003 42.80317728375001 16.135377000500004 201.37020668845003 19.214955067100004 8.2099808015000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 16 -3 5 -5 6 8 -8 13 -10 12 -12 -11 -1 29 -16 19 18 22 -2 -21 -22 28 24 -24 26 -23 -28 -18 -9
right_child=1 2 -4 4 -6 -7 7 14 9 10 11 -13 -14 -15 15 -17 17 -19 -20 20 21 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0049310050128993071 0.0038569493079728444 -0.00074035922591177453 0.0046765337493753154 0.0012741883288857497 -0.0049131005333319863 0.0059156383858811707 -0.0029872239997902664 -0.0033207629764430194 0.0047132185981159803 -0.0052169148853404143 0.0023429182851412442 -0.0061460256496813749 0.00098297085315935014 -0.0014047411150665617 -0.0044300325023571771 0.0015376262406447655 0.0043481330195918808 -0.0070575804716439513 -0.0045410560264057282 -0.0023315074432721113 0.004094744988283645 0.0030259003133199448 0.00092385388654571421 0.002737552900603275 -0.0069086036742991496 0.0028096360942267704 0.00064811244696447417 -0.0039201372592398576 0.00076793917707526703 0.0016871352838866574
leaf_weight=8.3929252680391091 15.382532358169554 45.195271885022521 2.996604084968566 3.4108352065086347 7.8255934854969382 2.3101500496268264 7.4635080774314693 2.6895920978859058 3.4365002438426009 3.4204354402609196 3.1817605737596732 7.4778788387775421 27.989666189998388 16.983166753780097 4.5733666000887734 3.7283591460436583 11.189551115036013 4.0179146714508525 5.6601740121841422 5.6088765040040007 8.5408765450119954 13.618278034031389 3.2816830500960377 10.75779542326927 4.3944475091993809 17.763165883719921 72.416554350405931 5.8797490671277037 8.9594587534666044 43.79273618105799
leaf_count=199 52 342 9 33 125 6 213 64 16 116 24 90 176 314 62 26 33 37 38 25 26 46 16 41 44 59 278 31 34 325
internal_value=0.000288194 0.000765393 -0.000403533 -0.000478515 -0.00303494 -0.000266428 -0.000373703 0.000451909 -0.00109874 -0.000277737 -0.000685427 -0.00361219 0.000307828 -0.00257102 0.00092044 -0.00174992 0.00106588 7.45195e-05 0.000722217 0.00140956 0.00110554 0.00126861 0.00149435 0.000115132 -0.00356009 0.00104853 0.000708181 0.000305055 0.00275616 0.00139736
internal_weight=382.339 235.663 48.1919 146.676 11.2364 135.44 133.13 62.2476 70.8823 45.5062 42.0697 10.6596 31.4101 25.3761 54.7841 8.30173 187.471 48.261 44.2431 139.21 123.828 118.219 38.5829 18.4339 7.67613 109.678 91.9146 78.2963 20.149 46.4823
internal_count=2900 1111 351 1789 158 1631 1625 690 935 422 406 114 292 513 477 88 760 243 206 517 465 440 168 101 60 414 355 309 67 389
is_linear=0
shrinkage=0.00470451


Tree=197
num_leaves=31
num_cat=0
split_feature=16 6 5 15 18 0 16 4 10 18 9 2 10 3 10 17 6 16 4 7 5 3 16 13 2 8 16 18 19 5
split_gain=8.31864 4.11111 3.74425 4.6565 5.41546 3.63763 4.75902 4.61514 6.5795 4.27875 5.92365 5.06483 3.79482 3.63759 4.34736 4.36637 3.57829 3.41064 4.06055 4.53752 3.84019 3.93801 3.8018 5.42361 4.5601 4.16612 4.22324 4.06028 3.75019 3.24927
threshold=18.594956516900002 15.675366252400002 10.718565385000002 28.452330424200003 14.025183600500002 86.530713386650021 22.614947116400003 248.34582299520005 62.041548276350007 13.5538556217 196.26893085885004 101.14502893930002 62.197478847950002 93.308316333450009 61.944763783650011 192.34053301495001 16.375382608200002 13.534968349350001 323.29283506040002 21.330714749000006 13.999568943650003 77.642670807350015 15.919962772200003 108.61908538635001 187.77144079505004 7.7439566930000003 16.554961287300003 17.552559642400002 12.651020723000002 16.579584939650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 17 -5 7 9 16 13 -7 11 -11 -12 -9 -15 -16 -2 18 20 -20 21 -4 24 25 28 26 -24 -27 29 -19
right_child=5 -3 3 4 -6 6 -8 8 -10 10 12 -13 -14 14 15 -17 -18 22 19 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0012198156786397427 -0.0022127175733332059 -0.0028323780707749358 -0.0038616290700246728 0.0019200535864203774 -0.0035413254361473835 0.0019729923048844959 0.0023422673249554899 0.0024434213409871373 -0.0037916488727478361 5.3681074397335592e-05 -0.0016315665919569588 -0.0040888494684613585 0.0010351376191646919 0.00021271558881684978 -0.0051991615059707487 -0.00037527044452019282 0.00094002487744031054 0.0015601436555676992 0.0029242002199968476 -0.0013167289158427999 -0.0039370878825653408 0.001507048657248421 -0.0020179810146970243 0.0026961483223424867 0.00243353635802188 -0.0034915563440234025 0.0024720852035905699 0.0013566728413349589 -0.0025675853940397273 -0.001460761476457257
leaf_weight=35.85711226426065 4.5003808327019206 7.6223804028704754 2.4214922245591897 2.8962028138339502 7.9384416919201612 23.595185056328773 25.580162197351456 5.5158366188406935 6.7290471307933322 8.1943401321768743 6.9842375516891471 5.9571888111531726 58.276149593293667 23.273076394572854 4.0788032934069616 4.743379857391119 64.637684723362327 17.950786489993341 5.5325081907212716 6.3133324263617396 6.6375455465167761 4.6889028660953045 4.3426174409687572 5.3995708785951129 20.642749063670635 9.5828759670257551 5.612432524561882 2.5577153936028472 4.4400078505277625 5.4170973971486083
leaf_count=702 25 197 68 13 119 76 86 16 72 36 33 53 239 124 49 29 273 83 22 69 120 24 40 20 86 116 24 13 39 34
internal_value=0.00023217 -0.000383851 -0.000257943 4.89778e-05 -0.00208145 0.000628795 0.00102249 0.000182682 -0.000678224 0.000694744 0.000314945 -0.00169015 0.000749744 -0.000121197 -0.000561948 -0.00260552 0.000734804 0.000276302 -0.000803003 0.000663964 -0.00206701 -0.00032129 0.000640028 -0.000375339 0.00121624 -0.00112593 0.000513417 -0.00247016 0.000312595 0.000859843
internal_weight=397.919 155.854 148.231 112.374 10.8346 242.065 128.587 113.478 44.3401 103.007 79.4119 14.1515 65.2604 37.6111 32.0953 8.82218 69.1381 101.54 25.5938 11.8458 13.7479 7.1104 75.9459 27.4952 48.4506 22.0956 9.95505 12.1406 27.8079 23.3679
internal_count=2900 1789 1592 890 132 1111 523 588 290 437 361 89 272 218 202 78 298 758 303 91 212 92 455 213 242 193 64 129 156 117
is_linear=0
shrinkage=0.00341869


Tree=198
num_leaves=31
num_cat=0
split_feature=16 5 9 5 10 17 12 5 10 16 0 9 7 0 17 12 5 19 16 5 4 6 3 15 13 15 18 4 0 13
split_gain=6.95055 3.38286 3.73185 3.08573 4.61769 6.05613 4.38455 3.46911 4.29444 3.23021 3.04869 4.32007 4.753 3.81668 3.6138 3.19879 3.06086 3.09773 7.1036 3.01384 4.77217 2.9797 3.74957 3.52825 3.64012 4.34178 3.52261 2.84722 2.75599 2.74286
threshold=18.594956516900002 23.803605515150004 227.14331114760003 7.7286379265000011 74.986474174450009 195.53954078470002 107.90491928010002 5.2595069053500012 90.740838818900016 11.934972090850001 98.615332683000005 191.40721473735002 25.852307279700003 103.44649194340002 242.64190980425005 207.71672397260002 14.624842172000003 12.050972309250001 17.654958715000003 16.222050829800004 169.46043282405003 15.675366252400002 97.300676657200015 28.777417478550003 107.54907905045002 23.4448654772 14.025183600500002 402.10236428955005 94.047642319350018 112.82921081865001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 29 -3 7 5 6 -5 8 -1 27 15 -12 -13 16 -15 19 17 -14 -19 -6 -21 23 -23 24 25 28 -25 -8 -11 -2
right_child=1 2 -4 4 10 -7 9 -9 -10 21 11 12 13 14 -16 -17 -18 18 -20 20 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00046103464157526864 0.0001213644395294069 -0.00058681938272264072 0.0042261411826966704 -0.0045059629793461238 0.002528250751250862 -0.0049168611522271404 -0.0048357343697865525 -0.0045645522774327802 -0.0044468883497846695 -0.000155951468273402 0.0014047058653436965 -0.0042037376799575052 0.0030077898572286603 -0.0047224776678381113 0.001883983099458686 0.0035319808790369475 -0.0023546688293131848 -0.0052310921492170854 0.0038887342890994775 0.0024751348510932795 -0.003821776587511704 0.0049425656469367233 -0.0045021772688327482 0.0016223974449685781 0.0040443238773604931 -0.0039981769807563607 -0.005149408513136727 0.0018688002183185383 0.0039170897278005797 0.0012769932583437491
leaf_weight=11.801062365993863 49.651169966906309 45.129493423737586 3.0563952177762976 4.6093417648226014 6.9872008468955782 6.7323827408254138 4.2544406782835713 6.2081858469173303 4.3302236190065733 6.9138306081295067 20.566046005114913 6.7653494179248801 9.8251167573034817 5.2726908316835752 2.0405993098393083 9.7673232890665513 4.6151837892830363 3.138311941176652 2.9386349953711033 3.6827229298651201 5.1000480372458696 0.92282385006546874 3.9174637524411082 2.457314569503068 7.3919298462569705 3.1163775064051142 3.07033871114254 1.5302964653819797 5.1510315984487534 137.71393814682961
leaf_count=116 245 342 9 74 28 115 84 192 207 50 150 92 45 134 28 39 46 37 11 13 38 4 140 14 23 35 47 11 16 515
internal_value=0.000260108 0.000714578 -0.000281537 -0.000439086 -0.000191746 -0.00119739 -0.000619551 -0.00188693 -0.00085643 -0.000156971 0.00043218 -0.000125282 -0.00103481 -0.000264468 -0.0028791 0.00163633 0.000667508 0.00154462 -0.000821009 0.000462232 -0.0011814 0.000353196 -0.00270149 0.000879358 0.00161849 0.000437316 -0.00213901 -0.00306211 0.00158301 0.000970755
internal_weight=388.657 235.551 48.1859 153.106 130.767 50.0676 43.3352 22.3395 16.1313 38.7258 80.6992 55.1619 34.5959 27.8305 7.31329 25.5373 20.5172 15.9021 6.07695 15.77 8.78277 32.9411 4.84029 28.1008 22.5732 15.1812 5.52765 5.78474 12.0649 187.365
internal_count=2900 1111 351 1789 1274 613 498 515 323 424 661 543 393 301 162 118 139 93 48 79 51 329 144 185 124 101 61 95 66 760
is_linear=0
shrinkage=0.00421527


Tree=199
num_leaves=31
num_cat=0
split_feature=16 6 15 5 12 14 13 18 13 17 18 13 9 0 6 6 16 4 6 4 10 6 18 16 17 15 7 18 3 10
split_gain=4.5013 2.6936 2.67646 2.98857 2.77048 3.25321 4.24379 4.27635 4.84252 5.19236 3.52633 4.46923 6.64827 2.43794 4.15847 3.93 3.79789 3.84881 7.31367 3.7517 4.69532 3.12351 4.55209 5.56241 4.75568 7.30848 3.48776 3.00247 2.93695 3.22146
threshold=18.594956516900002 15.675366252400002 32.540328261750005 10.293758831600002 360.86472214460008 309.54214150395006 95.870416931800023 17.327266398450003 97.873318238950006 208.12573104970002 15.711526640050002 108.61908538635001 206.08249486475003 86.530713386650021 16.375382608200002 16.285380505300001 22.614947116400003 310.49012963040008 15.925372093750001 248.34582299520005 62.041548276350007 16.455384477450004 13.809421053700001 20.719951547750004 196.27545234990001 30.046989284200006 23.496712412700003 15.232298661650001 93.308316333450009 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 3 -1 5 6 -5 8 -8 10 11 12 -10 14 15 -2 17 21 27 -16 28 22 -15 24 25 -24 -23 -19 -21 -30
right_child=13 -3 -4 4 -6 -7 7 -9 9 -11 -12 -13 -14 16 19 -17 -18 18 -20 20 -22 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0016168331577676013 -0.00033814015191712169 -0.0037101034882464508 -0.0054281282599619434 -0.0054235415248300991 -0.0048483458628431671 0.0015675423999541075 -0.0059010471950730571 0.0041125522174264668 -0.00013102091282954503 -0.0045624471346273933 0.0025246039227670015 0.0038221735142582257 -0.0065588289734719637 0.0032960425899983261 0.0011785289220000237 -0.0078971690659268897 0.0029747606453234244 -0.0080182011749673297 0.0015034829842683619 0.0035986096138648166 -0.0051961296263823868 0.00072218030684946587 0.0017599113622292614 -0.0042440236869323699 0.0021505638152477737 -0.006971207871551548 -0.0052601774640282173 -0.00091213291277808355 0.00031947551059590079 -0.0034142569588379418
leaf_weight=28.70825734641403 3.9160989373922339 5.8780383178964248 2.4369995221495619 3.7399048833176485 2.6131864730268708 33.775401057675481 3.6651348266750565 5.62833297997713 27.509022569283843 5.6006696559488764 14.434184346348045 5.3722240664064875 4.5895372964441767 23.771456703543663 59.031109532341361 2.946076663210988 23.053698904812336 4.1864081695675841 8.1672941073775274 4.4733048081398001 5.1646801671013227 6.8598818555474264 5.7494146078824979 5.0820568837225428 32.106266848742962 3.9559508264064789 3.6495554745197296 2.2263930514454842 20.422774423845116 7.8082448160275808
leaf_count=667 22 197 66 111 31 227 66 22 191 70 65 20 56 78 273 29 86 37 33 13 55 26 23 29 143 32 21 15 120 76
internal_value=0.000249007 -0.000432285 -0.000292742 -0.000200474 0.000179795 0.000305755 -0.000298412 -1.14696e-05 -0.000390921 -3.97324e-05 0.000448279 -0.000351545 -0.00105009 0.000689643 0.000135951 -0.00358339 0.00117322 0.000739479 -0.00159936 0.000399343 -0.00081527 0.00115957 0.00153358 0.000640148 0.0012338 -0.00179893 -0.00135528 -0.00555112 -0.000123442 -0.000713215
internal_weight=366.522 143.951 138.073 135.636 106.928 104.314 70.539 66.7991 61.1708 57.5056 51.905 37.4708 32.0986 222.571 103.762 6.86218 118.808 95.7547 14.5801 96.9001 37.869 81.1746 70.6651 46.8937 41.8116 9.70537 10.5094 6.4128 32.7043 28.231
internal_count=2900 1789 1592 1526 859 828 601 490 468 402 332 267 247 1111 588 51 523 437 85 537 264 352 305 227 198 55 47 52 209 196
is_linear=0
shrinkage=0.00494411


Tree=200
num_leaves=31
num_cat=0
split_feature=16 5 10 17 12 0 6 10 16 6 5 7 4 10 6 18 17 2 5 0 5 8 12 19 15 10 7 6 3 10
split_gain=7.71924 3.70796 4.36907 6.32966 4.70347 3.4292 4.48554 4.23935 9.47002 5.86562 5.35448 4.9349 4.23754 4.93065 3.9836 3.97928 3.77405 4.85234 4.22165 3.39626 4.49146 4.77009 3.25104 3.09073 4.08543 3.6602 3.83902 3.06146 3.05171 3.85141
threshold=18.594956516900002 7.7286379265000011 74.986474174450009 195.53954078470002 107.90491928010002 86.530713386650021 16.375382608200002 66.697957758300021 19.974953289850003 16.455384477450004 22.443872254700004 23.477153707700001 248.34582299520005 62.041548276350007 16.285380505300001 14.047116609550001 196.27545234990001 170.32456123625002 18.228105795950004 98.615332683000005 14.515626273450001 2.3481675133500004 207.71672397260002 12.751028791950002 29.049007317550004 67.316303128300021 19.041006859700005 14.185331438000002 93.308316333450009 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 -1 3 4 -3 6 14 9 15 -7 11 -11 -8 28 -2 -9 18 -18 -17 22 -21 -22 27 -6 25 26 -25 -4 -14 -30
right_child=5 2 19 -5 23 7 12 8 -10 10 -12 -13 13 -15 -16 16 17 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0020825069841080459 -0.00031571294423351522 -0.0045487440242669474 -0.001161981849833275 -0.004976157428206879 -0.0010660827344847873 0.0024446171620622977 0.0011325062077752999 0.0033289347810810574 -0.0043375271042444506 2.2959795571945885e-05 0.0034688684947185547 -0.0060061292189781687 0.0031776213719051957 -0.0044236812436418338 -0.0067680386611632601 0.00046733263328988537 0.0022376561821893914 -0.0020238338916053339 -0.0056384819117777391 0.00047311432325759643 0.003239266739921115 -0.0035698417510091726 0.00354085929780561 0.002714830242266758 -0.0028102222967484507 0.0043936847566696472 -0.0050376641161675078 0.0025577010650114939 0.0003921608636591872 -0.0030033965551890971
leaf_weight=21.901691948994994 4.0599419921636573 4.8178423428907982 9.0673687178641611 6.8625361006706944 23.538286332041025 61.733579590916634 61.907102592289448 10.2630023881793 6.9396767914295188 6.8569306880235654 4.3334759920835486 3.8284973874688148 4.5897668525576583 5.3984968699514857 3.0192513279616833 4.7312281206250173 18.525614351034168 6.5430204942822447 3.6149214580655098 43.414518238045275 2.2549336999654761 10.67952875420451 10.246006624773143 2.9065732471644861 3.3151576779782763 7.4001800455152988 1.9191566277295349 7.1707102656364432 21.902896814048294 8.3491426538676006
leaf_count=515 22 74 53 115 268 212 273 32 48 26 12 24 13 55 29 23 76 42 28 409 8 126 39 43 50 23 40 26 120 76
internal_value=0.000276165 -0.000460104 -0.000194121 -0.00117687 -0.000582916 0.000760051 0.00020701 0.00123431 0.000278643 0.00186457 -0.000519662 -0.00213721 0.000433953 -0.000640726 -0.00306761 0.00101208 0.000300476 0.00112539 -0.00217724 0.000408101 -0.000182432 -0.00238277 0.00166455 -9.39945e-05 0.00137832 0.00251407 -0.000368279 0.000480624 -5.45835e-05 -0.000544966
internal_weight=392.091 155.494 133.593 50.7597 43.8972 236.597 109.227 127.37 50.6175 76.7525 15.0189 10.6854 102.147 40.2403 7.07919 43.6778 33.4148 25.0686 8.34615 82.8331 56.349 12.9345 26.4841 39.0794 15.5411 12.2259 4.82573 16.2381 34.8418 30.252
internal_count=2900 1789 1274 613 498 1111 588 523 249 274 62 50 537 264 51 201 169 118 51 661 543 134 118 424 156 106 83 79 209 196
is_linear=0
shrinkage=0.00425398


Tree=201
num_leaves=31
num_cat=0
split_feature=16 6 7 15 5 9 10 0 15 10 13 6 17 17 9 7 2 19 7 8 0 0 15 17 13 18 17 5 6 15
split_gain=5.58152 3.22077 2.88004 2.75835 2.67005 3.50027 2.35544 9.45803 5.17019 4.39422 4.59217 3.41594 4.96328 2.90375 4.41289 2.80285 3.88479 2.88012 6.31031 4.20777 3.90162 3.58135 5.2415 3.24676 2.65424 8.39314 2.30943 3.34859 2.76721 3.76406
threshold=18.594956516900002 15.675366252400002 29.973557588500004 32.540328261750005 23.803605515150004 227.14331114760003 66.697957758300021 92.031298721500022 36.168474401900006 66.318885161900013 113.96105169155001 16.265380038000004 198.80447714770006 206.02826764000002 202.89977928865002 23.699538637550003 192.12593012350001 14.451165964200003 22.832271203950004 8.4434108459500017 86.530713386650021 85.968825637350008 39.940798674500009 191.89151741935004 109.41218053485001 15.042884401850001 197.94573456765002 24.301614351200005 16.445384243750002 47.90801194005001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 9 -8 24 10 -2 -12 15 14 -14 16 17 18 21 -19 -20 22 -13 -21 25 -9 27 -6 -29 -30
right_child=4 -3 -4 -5 5 -7 7 8 -10 -11 11 12 13 -15 -16 -17 -18 19 20 23 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00011388192126035965 -0.0033148278166931352 -0.0039602781808367946 -0.0052775146092211419 -0.0055397213871103751 -0.0053642293614198982 0.0050154078305725391 -0.0058441398482453992 -0.0044310598535440083 -0.0042111878483187528 0.0047261271889485314 0.0028534397331263055 -0.0033176947067534253 -0.0010124244185335915 0.0012496713500981364 -0.008879644504337994 0.0046441314789066185 -0.0027757437396624248 0.0043216521168404519 -0.0050690377855218075 -0.0020440914415988248 0.0010446157820868671 0.0040351514211556874 0.0027013649451280855 0.0026119281316248984 0.0027833607327570598 0.002851227107378292 0.0014762798016748054 0.0029237090899616254 -0.00056924523050697127 -0.0063797836000054784
leaf_weight=129.34657196234912 5.6270521506667128 6.5143567854538551 2.9290425144135943 2.4348750114440909 4.4127760641276828 2.9841258451342574 5.993190608918666 6.509081061929467 4.4450845979154101 9.3870183303952199 29.359862759709358 6.2496669963002232 4.7791462764143926 4.109457828104496 2.9357811808586121 6.0009142197668544 6.1891000196337691 16.190517194569114 6.9125893488526327 6.6014193743467322 4.330689936876297 10.817744866013525 9.0111538767814618 9.067295312881468 20.339418850839138 10.62902721762657 10.232719225808976 4.6627294765785363 22.453338563442234 3.256089909002184
leaf_count=1363 27 197 164 65 40 9 40 55 38 31 104 30 20 17 20 17 33 44 39 32 16 30 27 30 69 41 47 35 170 50
internal_value=0.000300614 -0.00049195 -0.000324227 -0.000214133 0.000779997 -0.000281663 0.00105474 9.03972e-05 0.000938789 0.00139063 0.00114636 0.0013512 0.000877938 -0.00217954 -0.00400616 0.00132223 0.00105775 0.0014007 0.000448609 0.00251604 -0.00271418 0.00181218 0.000236418 0.000650291 0.00154961 8.54028e-05 -0.000632795 -0.00125322 -0.000655934 -0.00130515
internal_weight=374.712 141.225 134.71 131.781 233.487 48.0018 185.485 47.9158 41.9226 137.569 128.182 122.555 93.1955 11.8244 7.71493 81.3711 75.3702 69.1811 37.3218 31.8592 11.2433 26.0786 15.2608 15.6687 37.4775 17.1381 45.0177 34.7849 30.3722 25.7094
internal_count=2900 1789 1592 1428 1111 351 760 243 203 517 486 459 355 57 40 298 281 248 142 106 55 87 57 62 165 96 342 295 255 220
is_linear=0
shrinkage=0.00505046


Tree=202
num_leaves=31
num_cat=0
split_feature=5 8 9 0 8 18 2 5 17 10 0 0 18 16 5 16 6 0 0 4 13 16 4 6 6 7 9 8 18 0
split_gain=8.16741 4.09384 9.95193 7.64564 4.60504 3.37387 4.20758 3.7988 5.48375 2.93962 9.03909 5.72757 5.20275 5.68339 4.62835 5.75185 4.15217 4.33201 3.99869 4.92102 6.7743 3.64267 4.71323 8.77534 4.36182 3.72916 3.58328 3.24897 3.03561 2.8281
threshold=12.294714844000003 4.9461400813500012 75.115715165350011 103.44649194340002 7.5441126493500006 14.339258036900002 308.2991537635001 29.040033326300005 166.83257850275001 70.182199495350019 96.055920542800024 97.835679825150024 17.140917755100002 15.919962772200003 13.264960807550002 14.434966244800002 14.755344756250002 94.614906984850009 86.530713386650021 248.34582299520005 117.55283175385001 22.614947116400003 310.49012963040008 15.925372093750001 16.455384477450004 23.496712412700003 193.60452210450003 8.543332867800002 15.287416123250003 86.20003303655001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 7 8 -2 18 16 28 13 14 -13 -16 -11 -18 19 -6 -21 22 24 -24 -20 -26 -22 29 -12 -28
right_child=1 3 -4 -5 9 -7 -8 -9 -10 10 11 12 -14 -15 15 -17 17 -19 21 20 26 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0011330761268896546 -0.0045017248381746151 0.0031614759623045888 -0.004140007373721475 -0.004383468856973903 0.00090563385408505906 0.0020511145903062398 -0.0048641160683167125 0.0020854083397264479 0.00019646004092862288 -0.0037837521935264406 0.00051828033240509063 0.003475893546164688 0.0019824911352013708 -0.0040061878023391253 -0.0041430161021427207 0.00045286033788760426 -0.0033202758539844081 0.002263375858318956 0.0017138620202557507 -0.0040986108782181657 -0.0025070682593360044 0.0024968911947400034 -0.0048125531289178371 0.0012158331614983363 0.00072428294849890076 -0.0037406592392318751 0.0002626849344572445 -0.00081932786665562249 0.0030488628640700866 0.0037489461666598985
leaf_weight=51.061559971421957 4.3382953787222602 9.5567615926265699 8.5533027201890928 4.0868802797049275 61.958615815266967 10.036410408094524 2.5913532413542262 8.2904324429109675 14.374099543318151 10.523318368941547 11.141546878963711 3.8580279648304048 10.077859640121458 6.7755748219788066 5.2816655654460218 11.844176948070524 3.3607349917292586 4.1845018714666367 58.125875979661942 6.7570150885730973 6.255073960870507 25.744684085249901 5.1615268141031256 8.6961198002099973 7.4529655799269658 3.7827031314373016 6.6849084720015544 11.268560165539382 14.811603987589477 5.8549855723977089
leaf_count=810 76 36 213 65 250 44 29 45 107 131 51 11 43 83 66 68 37 18 208 73 53 86 39 33 27 21 33 73 57 14
internal_value=0.000235637 0.000434507 -0.000557167 0.000592078 0.00066005 0.000216102 -0.000406214 2.15926e-05 -0.000892771 0.000577504 -1.03255e-05 0.000637397 -0.000271508 -0.00108981 -0.000148122 -0.000964523 -0.00229709 -0.000223647 0.000809132 0.000275452 -0.000784966 0.00129293 0.000920471 -0.00102955 0.00131006 -0.000778925 -4.0198e-05 0.00060791 0.0019625 0.00189045
internal_weight=402.491 351.43 48.1839 303.246 299.159 39.6306 29.5942 27.0028 18.7124 289.602 81.859 63.7905 37.8373 27.7594 20.9839 17.1258 18.0686 7.54524 207.743 98.7792 36.8205 108.964 83.2192 13.8576 69.3615 11.2357 30.0635 23.8085 25.9532 12.5399
internal_count=2900 2090 514 1576 1511 301 257 228 183 1475 565 379 271 228 145 134 186 55 910 496 246 414 328 72 256 48 173 120 108 47
is_linear=0
shrinkage=0.00366249


Tree=203
num_leaves=31
num_cat=0
split_feature=16 5 9 6 5 15 18 16 19 2 13 4 7 8 16 19 6 5 6 5 17 4 13 6 17 18 9 13 5 16
split_gain=7.38994 3.77603 3.51078 3.47185 3.57927 4.08928 4.91251 3.2478 4.8247 4.01967 5.07502 3.94639 4.45603 3.6514 3.13295 2.90231 3.80518 5.08324 3.41125 3.02458 2.7771 3.80765 4.81236 4.50649 2.8893 7.5868 2.77343 2.69059 10.0666 6.86546
threshold=18.594956516900002 23.803605515150004 227.14331114760003 15.675366252400002 10.718565385000002 28.452330424200003 14.025183600500002 13.534968349350001 11.850956171350001 184.66468190290001 108.61908538635001 323.29283506040002 21.330714749000006 7.6440346712000009 15.919962772200003 12.651020723000002 13.135306904350001 16.579584939650001 11.585270688000001 17.369804050850004 197.05557773135004 376.98468903265001 117.47217800995001 22.585527707250005 193.63201810280003 13.316069313700003 201.78065190905002 112.82921081865001 20.766972852450003 19.974953289850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 20 4 -1 7 -7 11 -9 10 15 13 -13 -6 -11 16 -10 -18 -17 -20 21 22 -3 24 25 -24 -22 28 29 -2
right_child=1 2 -4 -5 5 6 -8 8 9 14 -12 12 -14 -15 -16 18 17 -19 19 -21 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016061642984966443 0.0014378922218797356 0.0018897569852404294 0.0044693923198606952 -0.0036650141075482579 -0.0052794558553403608 0.0023534673600313452 -0.0046081467633140218 0.0034351924788351036 -0.0042159187811454547 0.0030251945019394251 0.0043509260698348295 0.0038732137572436518 -0.0017100548322650999 -0.00055119468180332709 -0.00015229178730941738 0.0010985834966304069 0.0028338908926116915 -0.0027416997985100651 -0.0053340786275812872 0.00019880569710728247 0.0035244394099354448 -0.006109604584279716 -0.0039086757376034023 0.0036753720165757617 -0.0069485779169784195 0.0030728178906710836 -0.0009848605383913371 0.001399986594432817 -0.0067563326125497508 -0.0039009740735835847
leaf_weight=35.388121671043336 40.022159390151501 9.4337734747678059 2.9433555379509917 6.8231924539431921 6.3084340626373905 2.9125505015254003 7.4986732359975576 12.134747251868246 3.6340870130807188 15.042898654937746 3.7680266499519339 5.4454769138246757 6.4770107790827751 7.2816396942362189 11.205436255782841 3.6267467960715285 10.101946104317902 5.0886249691247931 8.3806129023432714 2.7045952305197707 5.7208375595509988 3.1005643643438807 11.865845294669279 2.5540845543146125 2.8907025642693034 4.421729886904358 5.5720885135233402 139.74633625894785 3.9961593374609938 5.693937297910451
leaf_count=702 169 47 9 197 122 13 119 43 38 68 12 22 69 90 82 27 38 37 94 16 21 35 156 7 28 17 31 515 38 38
internal_value=0.000284359 0.00078669 -0.000345902 -0.00049274 -0.000345494 5.42202e-05 -0.00266063 0.000333517 0.000806673 0.000304786 -0.000654909 -0.00107019 0.000840047 -0.00274603 0.00166872 -0.00121734 -3.42468e-05 0.000966147 -0.00273117 -0.00398415 -0.000656992 -0.00130177 -0.000823461 -0.00200124 -0.00275723 -0.00201335 0.00129949 0.00107664 0.00016769 0.000772937
internal_weight=391.784 237.962 48.503 153.823 147 111.612 10.4112 101.2 75.6877 63.553 37.3046 25.5126 11.9225 13.5901 26.2483 33.5366 18.8247 15.1906 14.712 11.0852 45.5596 34.2667 31.1661 21.7324 19.1783 16.2876 11.2929 189.459 49.7123 45.7161
internal_count=2900 1111 351 1789 1592 890 132 758 455 412 262 303 91 212 150 250 113 75 137 110 342 290 255 208 201 173 52 760 245 207
is_linear=0
shrinkage=0.00454921


Tree=204
num_leaves=31
num_cat=0
split_feature=16 16 10 18 7 10 3 5 7 9 5 3 5 9 8 16 15 5 0 13 3 7 6 2 4 6 6 16 17 10
split_gain=2.58454 2.74423 2.0189 2.14557 2.21723 2.03336 1.60464 3.83909 2.77454 2.41104 2.24201 2.05391 5.2096 4.54583 4.22393 2.99813 2.99118 4.20427 3.72619 2.44104 5.52838 4.62809 5.09814 3.2229 4.30821 7.11611 6.79722 3.30822 3.41004 4.05272
threshold=11.934972090850001 10.664975060650002 90.740838818900016 17.248993197150003 20.562096111400006 85.371987932400017 103.44111502715002 29.040033326300005 19.874819532250005 71.82068887245002 31.302824910800002 94.92945658615001 30.133297129900004 186.67271206880002 8.3434888241000014 22.704946905950003 45.169600924000008 24.301614351200005 85.775256651950016 109.41218053485001 84.968719212850019 22.638073512250003 13.855323727400002 339.55821382900007 310.49012963040008 15.745367888000002 16.265380038000004 19.214955067100004 184.59783591905003 66.697957758300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -2 10 -9 15 13 14 -13 16 19 -18 -19 20 -10 22 -22 24 27 -26 -27 -21 -29 -30
right_child=6 -3 -4 -5 5 -7 7 9 11 -11 -12 12 -14 -15 -16 -17 17 18 -20 23 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.016869589724681579 0.01268709194286252 -0.01774517864430215 -0.014409557445775923 0.012130581513331205 -0.02299742550941276 0.0045305547044191584 -0.02521290705969265 0.019838011241740516 0.0011272089702038354 -0.016538619649426888 -0.0034130894159618728 -0.01680813614960714 0.013904190635679299 -0.029425031981252469 0.025803732435872806 0.011698008247412578 -0.025750091558773419 -0.019337448296574061 0.0059638793782327438 0.014204991550740335 -0.0130733721225458 -0.026146596751444942 0.024489582808933333 0.020144993987582696 -0.031258206026370708 0.018195794780717204 -0.014910283257667484 -0.011126716574994014 0.0055797143125113748 -0.0064765754968019408
leaf_weight=1.4952440708875707 9.5619522016495448 6.3798294458538285 4.0086025595664969 5.7043247567489743 3.0293552465736866 1.934770308434963 3.3718597092665723 3.2514920718967897 94.739881919696927 2.6456034383736551 4.158934710547328 2.5547688305377942 3.7243461422622195 4.8522901888936758 1.7078670859336851 12.322087148204444 4.1654126867651966 3.6119350437074891 8.8047073706984502 12.926269218325613 5.3694604299962503 6.3947765566408634 2.2586599085479975 4.9247992411255828 4.109658356755971 5.2914083451032621 5.6349928230047226 7.0484483465552321 90.569771442562342 14.190753642469643
leaf_count=12 46 166 270 47 89 25 112 16 849 84 30 46 14 69 4 49 36 66 57 47 66 128 8 18 32 19 34 35 353 73
internal_value=0.000767251 -0.00609496 -0.00149905 0.00275567 -0.00552339 -0.0122684 0.00125362 -0.00584311 0.0015663 0.000651718 0.00678886 0.00120608 -0.00699933 -0.0155405 0.000264729 0.00157919 0.00111746 -0.00751385 -0.00139614 0.00168215 -0.000692271 -0.0129848 -0.00195111 0.00346691 0.00287927 -0.00772799 0.00112224 0.00415791 0.00299636 0.00394658
internal_weight=340.744 22.5521 16.1723 12.1637 6.45937 4.96413 318.192 13.4279 304.764 10.056 7.41043 295.202 12.8393 9.11493 4.26264 282.363 270.041 16.5821 12.4166 253.459 108.763 14.0229 7.62812 144.696 139.771 15.0361 10.9264 124.735 111.809 104.761
internal_count=2900 609 443 173 126 114 2291 242 2049 130 46 2003 133 119 50 1870 1821 159 123 1662 1051 202 74 611 593 85 53 508 461 426
is_linear=0
shrinkage=0.0209766


Tree=205
num_leaves=31
num_cat=0
split_feature=6 6 10 0 2 0 16 13 6 5 18 9 9 8 6 6 9 0 17 5 3 16 2 7 6 5 18 15 16 16
split_gain=8.64378 7.09754 5.04221 7.85186 7.66056 6.95135 5.12831 5.22143 5.06272 5.00413 4.99208 4.96539 4.52815 5.93849 4.72806 5.06194 5.03713 4.23711 3.86864 3.45901 8.40018 5.12791 5.63164 5.08896 3.81773 3.81164 7.46038 5.07261 7.59034 3.15784
threshold=13.665319288000001 13.775321858200002 70.182199495350019 86.530713386650021 317.41815758785003 96.055920542800024 22.614947116400003 117.38883580790001 16.435384010100005 20.361635946650004 13.954623666350001 206.50942114985003 66.290220196950017 5.9453602998000008 16.375382608200002 16.285380505300001 186.67271206880002 85.839779647100016 201.96296776225003 30.133297129900004 94.92945658615001 22.704946905950003 68.519383356500015 23.789355599150003 16.565387047600002 22.852794041600003 13.316069313700003 43.938093326450009 22.594947163200004 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 3 4 9 10 7 -5 -9 -3 -4 -7 -11 -14 15 -15 17 -16 -13 20 21 22 -18 24 25 26 29 -27 -29 -24
right_child=1 2 5 6 -6 11 -8 8 -10 12 -12 18 13 14 16 -17 19 -19 -20 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00064536517109898455 0.00372830823923121 0.0036963514453065413 0.0024897468073244071 0.00142165480444871 -0.00543765994640057 0.0021381391243508368 0.003046154771506146 0.0009259798160598131 -0.0041040738708173208 0.0027595719701174895 -0.0032006372885536364 -0.0046726111058716206 -0.002579889638523479 0.00041758860619531751 0.0031966726534665953 -0.0066396062606108967 0.0036933800185743465 -0.00072036569452222407 0.00043893713498758196 0.0031669060373415588 -0.0046346064173729534 0.0029977378853857624 0.0016756005869897697 0.0029943333065063681 -0.0051553229521269402 0.0026858300807971499 -0.0061637013769184693 0.0030443608879408123 -0.0041228386460955037 -0.0021970648625100147
leaf_weight=116.26643065642565 10.533993378281592 5.9137664735317221 2.6789835318923023 71.793950760737062 3.7023808266967526 14.205693036317827 24.275728665292263 6.7129939496517164 5.4368885383009911 8.5266696736216527 17.01102114841342 3.5628296732902509 13.467838074080644 3.0393775738775721 14.633074253797533 3.0640878453850746 4.6678769364953032 5.7847486883401862 5.9102273806929588 4.5080421715974799 6.1826511342078438 7.9940404184162608 5.4236940145492571 4.7683551162481299 3.4214154668152323 8.0171373039484042 4.9674709886312476 3.5031512752175313 6.0481391362845898 7.5769989937543869
leaf_count=1334 34 15 11 275 44 50 75 23 30 37 177 30 262 15 48 27 12 24 37 13 68 25 18 15 24 23 32 18 69 35
internal_value=0.00024603 0.000606724 0.000487928 0.000713334 5.26903e-05 -0.000725312 0.0014777 0.00102412 -0.00132489 0.000219982 -0.00242641 0.000689236 4.21328e-05 -0.000174278 0.000171857 -0.00312529 0.000401855 0.0020869 -0.00148352 -0.000111048 -0.000347214 0.000122874 -0.000352013 -0.000783867 -0.00124631 -0.000869954 -0.00212471 0.000413356 -0.00149411 -0.000581447
internal_weight=403.6 287.333 276.799 233.43 125.211 43.3688 108.22 83.9438 12.1499 121.509 19.69 23.6788 115.595 107.068 93.6003 6.10347 87.4968 20.4178 9.47306 67.079 62.5709 56.3883 48.3942 43.7264 38.958 35.5366 17.9682 17.5684 9.55129 13.0007
internal_count=2900 1566 1532 1227 824 305 403 328 53 780 188 117 765 728 466 42 424 72 67 352 339 271 246 234 219 195 85 110 87 53
is_linear=0
shrinkage=0.00387461


Tree=206
num_leaves=31
num_cat=0
split_feature=16 5 6 5 16 16 4 7 5 3 9 2 19 0 5 5 16 9 3 18 17 10 0 18 0 13 16 19 10 8
split_gain=11.5772 4.51505 4.22442 5.01303 4.49949 6.6005 4.35357 5.19802 3.95227 4.85597 3.87956 3.84558 4.25136 4.72097 5.68854 3.70358 4.40006 5.34274 7.8429 4.91462 8.44267 3.60508 9.94224 5.14689 6.05561 11.0163 5.13989 7.84124 4.4824 3.87029
threshold=18.594956516900002 23.803605515150004 15.675366252400002 10.718565385000002 15.919962772200003 13.534968349350001 323.29283506040002 21.330714749000006 13.999568943650003 77.642670807350015 227.14331114760003 187.77144079505004 11.850956171350001 98.327667663000014 16.579584939650001 26.225713454500006 17.844958270700005 191.87997069285004 83.960547413900017 17.552559642400002 193.52305340940003 66.697957758300021 92.031298721500022 14.025183600500002 96.249489528150022 109.34496908160001 19.214955067100004 13.751109481500002 66.318885161900013 8.8430989333000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 3 -1 5 6 8 -8 9 -5 -3 12 -7 14 -14 16 17 18 -6 20 -18 28 -23 -24 25 -25 -27 -28 29 -2
right_child=1 10 -4 4 15 11 7 -9 -10 -11 -12 -13 13 -15 -16 -17 19 -19 -20 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0011243704187696177 0.0010220176393504745 -0.00035085245652467892 -0.0023865297295971896 -0.0032318200574684036 0.0022499950999741586 0.0023203550532385838 0.0024782774812781793 -0.001138618105213965 -0.0033016659442857699 0.0013562196917291443 0.0028982431374787372 0.0018659837900427982 0.0018536009087595313 -0.0022144955749388066 -0.00174511228042726 0.0026610164755289955 0.001045085670752378 -0.0032814930666347163 -0.003017413002088438 0.0034957402329388559 -0.003428491170205003 -0.003288624179613371 0.002789077987093476 -0.0032076541510617268 0.0021825671271203709 0.0022859033163574703 -0.0035717185641402278 0.001275316261734157 0.0028096623703666515 -0.00072164143133974558
leaf_weight=41.26933818962425 126.37806018441916 48.808480495586991 8.015233723446725 3.0082967132329959 4.7204096056520957 6.6614643931388882 5.9046360664069635 7.1164466291666031 7.0640407372266054 4.9669243320822716 3.1791077107191077 23.452363859862089 10.231490448117258 7.0043011158704749 5.4770528934895983 2.4156791009008876 9.3000702820718306 10.590058654546736 4.4694822207093239 2.8330389261245719 5.4247085694223633 6.0576410517096511 7.3078455179929724 8.4252573624253291 9.2595278993248922 8.9373217374086398 4.4198814891278726 7.0095539391040802 10.516886427998541 11.259789459407328
leaf_count=702 433 342 197 68 17 22 22 69 120 24 9 98 32 68 34 8 52 125 44 7 80 40 20 70 29 26 32 26 31 53
internal_value=0.0002077 0.000595887 -0.000366977 -0.000267001 2.62927e-05 0.00041213 -0.000704864 0.000501526 -0.00174936 -0.000374414 -0.000152166 0.00100545 0.000318407 -0.000268745 0.000598848 -0.000758778 -0.000980032 -0.00190175 -0.000311796 5.83428e-05 -0.00060301 0.000790752 0.000140571 0.000598532 0.000177835 -0.000466888 0.000666904 -0.000599082 0.0010164 0.000879373
internal_weight=421.484 251.559 169.925 161.91 120.64 80.887 28.0603 13.0211 15.0393 7.97522 51.9876 52.8267 29.3743 22.7128 15.7085 39.7534 37.3378 19.78 9.18989 17.5578 14.7248 199.572 51.417 45.3594 38.0515 28.792 20.3668 11.4294 148.155 137.638
internal_count=2900 1111 1789 1592 890 557 303 91 212 92 351 254 156 134 66 333 325 186 61 139 132 760 243 203 183 154 84 58 517 486
is_linear=0
shrinkage=0.00284985


Tree=207
num_leaves=31
num_cat=0
split_feature=16 0 4 10 16 18 9 2 6 0 6 0 13 3 19 0 6 5 15 18 12 13 5 13 19 6 13 10 17 13
split_gain=11.0796 4.59003 5.8378 8.32868 4.98426 4.54196 6.19183 5.67204 4.26148 4.15194 6.31402 4.94646 5.39929 8.46941 4.94387 4.13542 4.02219 4.35207 4.62812 5.51083 3.94692 5.48417 4.34004 4.31606 5.15157 4.92393 3.81492 3.81447 4.10353 3.81087
threshold=18.594956516900002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 13.5538556217 196.26893085885004 101.14502893930002 16.375382608200002 96.249489528150022 14.855347092800002 90.337570099350003 112.82921081865001 86.302194445500007 14.551174033150001 86.280686780500005 15.675366252400002 10.718565385000002 28.452330424200003 14.025183600500002 206.66000365515004 108.61908538635001 16.069922422900003 98.238948544700023 12.551012654050002 13.265309941850001 117.38883580790001 61.944763783650011 192.34053301495001 104.02719889955002
decision_type=2 2 2 2 2 2 2 2 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 8 15 5 -3 7 -7 -2 10 -8 14 13 -13 26 27 17 -1 20 -20 21 22 23 25 -25 -19 -12 -4 -29 -24
right_child=1 4 3 -5 -6 6 9 -9 -10 -11 11 12 -14 -15 -16 -17 -18 18 19 -21 -22 -23 29 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0013548114111563583 -0.0024945421088798689 0.0021820461649442687 0.0001427534814502752 -0.0042859509431945669 0.0025529010653239661 0.00020353162896537724 -0.0016572776660467902 -0.004312382576175929 0.0010881809950816208 0.0031651176793065336 -2.6445739899003138e-05 0.0025816696020198628 0.0037853169249230894 -0.0031539216466281829 0.0025168764386461749 0.0026754103213280536 -0.0029463140574534073 -0.0041801011380011126 0.0020794190609639165 -0.003664613235063739 0.00097132133294048815 0.0034854984627582437 -0.0039007196692543798 0.002124375686748183 -0.0011115367673974125 0.0023461066036894345 -0.0041331420162177201 -0.0052540230503774479 -0.00037107137096907273 -0.00080187553291747541
leaf_weight=38.946775608696043 4.4376154355704776 24.15181864798069 22.841330746188763 7.1424521747976533 26.557242900133133 8.3602270260453206 12.682309463620184 5.955217905342578 64.370347123593092 8.7091444730758649 7.6379707530140895 9.4358746930956858 12.799705401062964 4.886414222419261 5.4129311069846144 5.6290839016437522 7.7065781364217392 5.0719974208623162 2.8133704215288153 8.1067834086716157 48.988997418433428 4.2319644875824443 7.8046838901937035 15.021957553923132 10.418603025376795 2.0218966901302338 4.4920949414372444 3.9783285334706289 4.6880658306181431 13.626001447439192
leaf_count=702 25 76 124 72 86 36 80 53 273 25 30 29 36 31 15 16 197 102 13 119 301 13 95 65 85 11 26 49 29 86
internal_value=0.000256459 0.000734595 0.00021261 -0.00078893 0.00118493 0.000837353 0.000433272 -0.00167509 0.000857121 0.000890185 0.000544699 0.00116993 0.00211636 0.000624826 -0.000293267 -0.000116355 -0.000452122 -0.000329733 8.29776e-06 -0.00218477 0.000231728 -0.000390844 -0.000694828 0.000119066 0.000799181 -0.00232001 -0.00154727 -0.000615124 -0.0026126 -0.00193042
internal_weight=408.928 244.168 113.087 44.2793 131.081 104.524 80.3719 14.3154 68.808 66.0564 57.3473 44.665 27.122 14.3223 17.543 37.1368 164.76 157.053 118.106 10.9202 107.186 58.1971 53.9651 32.5345 25.4406 7.09389 12.1301 31.5077 8.66639 21.4307
internal_count=2900 1111 588 290 523 437 361 89 298 272 247 167 96 60 71 218 1789 1592 890 132 758 457 444 263 150 113 56 202 78 181
is_linear=0
shrinkage=0.00353616


Tree=208
num_leaves=31
num_cat=0
split_feature=16 15 18 15 12 8 19 15 16 19 19 16 18 15 19 5 19 9 9 0 3 19 19 4 8 16 0 0 12 16
split_gain=2.63546 2.44628 3.31026 3.29457 2.77496 2.99274 2.6441 3.03699 2.58091 3.73693 2.80338 2.7212 2.77354 2.75077 2.48666 2.60727 2.43357 2.37806 2.28718 3.84221 3.15275 2.37833 4.5094 3.97506 2.48134 2.27481 2.12171 4.65723 3.44951 3.41294
threshold=18.594956516900002 28.452330424200003 14.025183600500002 28.321365561200004 206.66000365515004 1.3489472949000001 12.951044929850001 23.900317844600004 13.894967507500002 11.950964240300001 10.850875481800001 14.994964935250001 16.671733559250004 18.605060652900004 10.350835137000002 13.999568943650003 12.350996516100002 219.38617924735004 203.64522440670001 101.99741301110002 84.431027586750005 12.751028791950002 13.351077205700003 225.05241822990004 7.943800736700001 8.2099808015000022 96.249489528150022 94.047642319350018 92.695913642950003 19.214955067100004
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -8 10 -10 14 12 -11 -13 -1 -16 -15 25 21 20 -20 24 23 -23 -18 -7 27 29 -29 -2
right_child=26 2 -4 -5 5 6 7 -9 9 11 -12 13 -14 16 15 -17 18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.019073081006764143 0.010488925023072382 0.0056878114178606559 -0.017300850973568194 0.021661937729417106 -0.009503819421813756 -0.011659794767754767 -0.016881618892089698 0.0058710151012865254 0.0085353592837745778 -0.025059045219988287 -0.020212539075883423 0.014464301848819265 0.0038930150186005886 -0.022754047983562162 0.0086916060697041116 -0.019622793896945066 -0.0052321300826556859 -0.012798615365344728 -0.023548223990784538 0.010690261275414196 0.0057979038317008385 -0.023402905337891952 0.01216564209061391 0.0037381566425662492 0.013199023976068791 0.0071128558518876199 0.010879811141969776 0.007746183763702532 -0.015202237570612979 0.0015171432319723292
leaf_weight=2.4120169184170646 14.468529921025036 2.872300904709844 6.3521341746672988 2.054676027968525 6.482060228008776 2.1559183453209689 4.0233084158971897 3.4333040844649076 9.1646095747128111 3.4759586062282315 5.5125744156539431 2.8394632348790756 1.4938870007172225 2.0025671925395754 4.5788082918152213 1.3238591393455861 3.527464639861142 2.2234671488404265 5.0736795365810377 2.1119515765458345 1.4971219208091495 4.4697673059999925 3.2435271213762462 2.7537876255810261 6.66376893222332 37.361330793704838 7.9843966700136653 2.7369304671883574 8.4672926701605302 179.43254079855978
leaf_count=138 73 33 125 6 213 54 62 26 69 52 170 15 12 31 57 37 78 48 69 13 16 93 27 37 21 287 31 13 77 917
internal_value=0.000678923 -0.00132459 -0.0101427 -0.000646059 -0.00103508 0.00184599 0.0033414 -0.00640545 -0.0036164 -0.00167915 -0.0103859 -0.00407008 -0.0163563 -0.00228379 -0.00387089 0.00234121 -0.00380102 0.00508259 -0.00250746 -0.0101602 -0.0168619 0.000709023 -0.00524042 -0.0130561 0.0068195 0.00608869 0.00189278 0.00154293 -0.00959647 0.0021866
internal_weight=342.193 129.103 9.22444 119.879 117.824 55.6794 49.1973 7.45661 62.1448 48.3176 13.8273 39.1529 4.96985 34.1831 8.31468 5.90267 31.3436 41.7407 29.3411 8.68275 6.5708 20.6583 10.4671 7.22355 10.1912 39.5172 213.09 205.105 11.2042 193.901
internal_count=2900 1789 158 1631 1625 690 477 88 935 533 402 464 64 400 232 94 385 389 354 98 85 256 157 130 99 341 1111 1080 90 990
is_linear=0
shrinkage=0.01777


Tree=209
num_leaves=31
num_cat=0
split_feature=16 4 8 9 18 13 3 16 6 13 5 6 13 0 8 7 16 5 9 16 3 12 9 19 16 0 0 13 17 16
split_gain=2.28396 2.6812 2.20608 2.00139 2.24024 1.79282 1.6203 1.93796 1.53338 2.30249 2.07144 3.13805 3.12291 2.80804 3.09383 3.75605 2.9338 2.37183 1.6852 4.68142 3.02051 2.96686 2.26428 2.86264 4.36295 2.69112 5.69585 3.99255 2.53739 2.74469
threshold=11.934972090850001 398.10712430820007 7.8438787148500007 34.331904962550006 16.433295803950003 95.99139754765001 108.48197402175002 21.084950694200003 7.2051683476000008 89.141206231250024 13.264960807550002 10.715250360100002 98.542744313500023 98.615332683000005 7.5441126493500006 25.967949918250003 14.434966244800002 16.222050829800004 66.290220196950017 15.444963882950001 104.42240224475002 94.472960382900013 186.67271206880002 12.651020723000002 17.844958270700005 85.716110573100011 85.656964494200011 117.60122400020002 182.28951942140003 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 2 3 4 -1 -4 8 -8 9 -2 -10 12 -12 17 -15 -16 -17 -13 -19 21 22 -20 -21 -24 -25 26 27 -26 -27 -30
right_child=6 -3 5 -5 -6 -7 7 -9 10 -11 11 13 -14 14 15 16 -18 18 19 20 -22 -23 23 24 25 28 -28 -29 29 -31
leaf_value=0.012627311497183661 0.010329547983152285 0.0033990093167528823 -0.013190912159481691 -0.023865654930462363 -0.022862457652606163 0.02069055285372402 -0.023219150574508619 0.016200097650104321 0.0093987520135643907 -0.0082222757773142419 0.0083853308887621419 0.012648076233873611 -0.02684633969318281 0.016236791013981094 -0.025809831516222716 -0.023760488159818932 0.0047780303470699665 0.0094727805350386107 0.0078950889078100266 0.0078368568520747854 -0.017709368905429058 -0.024986902952563499 0.016019442644517694 -0.020242926229070504 -0.027212831632705856 0.015293244886917266 -0.034435436283718174 0.0020082495005297732 0.00068118335642443947 0.0093334082389122247
leaf_weight=1.880353688262405 4.0036281207576421 8.6572353574447316 1.4460161328315728 6.8530532033182681 1.5509413084946571 1.542201869189739 2.5386861758306618 0.7787799835205077 16.16258143261075 15.862884016707538 1.8013411536812771 10.061072148382662 3.6145973820239305 2.3442189805209663 5.1374262962490311 2.3036510925739986 6.8090847581624985 13.006841879338024 1.7708337791264046 30.020907318219543 3.680705905891954 5.0516942832618952 6.1724800691008559 4.5547485910356036 2.537931062281138 7.0456281192600718 2.843188749626278 18.677633540704846 127.86941970232874 20.301248792558908
leaf_count=20 45 157 41 269 114 8 124 3 107 284 19 50 43 11 95 26 52 65 9 152 58 83 26 53 60 26 27 107 676 90
internal_value=0.000756007 -0.0060651 -0.0122382 -0.0170421 -0.00341402 0.00429511 0.00123096 -0.0139654 0.00139273 -0.00448359 0.00179285 0.00134681 -0.0151283 0.00167705 -0.00703463 -0.0108629 -0.00243636 0.00224711 0.00181742 0.00138549 0.0019295 -0.0164522 0.00225803 0.00137656 0.000884895 0.00142168 -0.00538105 -0.00148735 0.00247611 0.00186665
internal_weight=336.881 21.9298 13.2726 10.2843 3.43129 2.98822 314.951 3.31747 311.634 19.8665 291.767 275.605 5.41594 270.189 16.5944 14.2502 9.11274 253.594 243.533 230.526 223.704 6.82253 220.023 190.002 183.83 179.275 24.0588 21.2156 155.216 148.171
internal_count=2900 609 452 403 134 49 2291 127 2164 329 1835 1728 62 1666 184 173 78 1482 1432 1367 1275 92 1217 1065 1039 986 194 167 792 766
is_linear=0
shrinkage=0.0218597


Tree=210
num_leaves=31
num_cat=0
split_feature=13 16 16 16 13 18 15 12 17 15 9 9 5 0 3 5 17 17 0 3 5 6 9 16 7 2 16 13 6 10
split_gain=2.044 1.70761 5.06889 4.35716 7.06093 3.49286 3.1676 2.6769 2.61351 2.54389 2.21809 3.99 3.66044 3.95467 5.79354 4.29978 3.57028 2.9691 3.10509 6.43105 2.92061 2.76354 3.79989 3.87096 5.88376 3.31667 5.80464 3.26563 2.64077 3.62875
threshold=73.376087754350024 20.394952307700002 19.974953289850003 20.674951653000004 113.85351336640001 14.643918747750002 38.567335632300008 360.86472214460008 161.95900874150001 15.229486597800001 202.37225149245003 201.2906445504 30.133297129900004 86.692020874450009 93.356708579850007 22.000536998450006 192.00356210945003 199.55131508320002 86.001087134900004 93.716961969300016 23.606333875400001 16.375382608200002 186.14781787895004 22.604947139800004 22.446731871300006 115.23517099855002 22.764946765650006 117.58509325145 16.455384477450004 62.030794443850006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 -5 10 7 8 -2 -9 11 17 13 14 -12 -15 -16 18 19 -6 -18 -21 -23 -24 -25 -26 27 -27 -20 -30
right_child=1 3 -4 4 5 -7 -8 9 -10 -11 12 -13 -14 15 16 -17 20 -19 28 21 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=-0.01977326905167217 -0.013609182534692423 0.01418271206375845 -0.021072582262639514 -0.019702527600178432 -0.020025801000857418 0.018105768966131718 -0.020031887645704939 0.0031488730069268419 0.0010042739423448456 -0.022716107022848854 -0.032628011754460298 0.015166447503682049 0.014565558612916562 -0.0072918745544549787 -0.018531707958596964 0.010096154734082194 0.014199790671232611 -0.011541863620697179 0.0096705240726528089 -0.014491770727470855 -0.0081557940518575088 0.010517393917248045 0.015539521609287022 -0.025755159708976617 0.011926915336367657 0.0037943618875061202 0.014835749333250863 -0.024987294769321357 0.0082483266667899482 -0.007466661188712722
leaf_weight=1.6234376970678557 4.150697508826851 9.1721194209530932 3.9009171798825255 5.1170309707522383 5.0938811283558598 4.3255551233887664 2.5963891120627514 2.0693797226995221 154.78162064775825 3.1953915553167462 3.2262635901570311 8.0838553048670274 3.8498645573854438 9.340050086379053 4.2819738136604411 9.4501210600137693 3.5771435163915157 5.1591906435787669 26.482456604018807 3.1935084126889697 4.1925622224807739 14.013451512902973 3.5969230104237822 3.6359136682003763 5.0776942521333686 1.861438431777058 2.8946519866585732 4.3333189506083727 10.316256895661356 9.1650342568755132
leaf_count=145 138 43 33 36 40 16 39 25 1659 60 26 23 12 48 43 36 13 31 96 26 30 70 17 29 16 21 9 41 35 44
internal_value=0.000569603 0.000669639 -0.000593623 0.00202207 0.0012798 0.0020195 -0.000114667 0.000200277 0.000622627 -0.0125496 0.00152539 0.00290993 -0.00223216 -0.00413039 -0.0109974 0.00145307 -0.00520685 0.00186504 0.00263646 -0.00083207 0.00213663 0.00170039 0.00316057 -0.00165694 -0.00513132 0.000161685 -0.00641083 -0.0163388 0.00593422 0.000855162
internal_weight=331.758 330.135 170.694 159.44 150.268 145.151 166.793 164.197 158.932 5.26477 140.826 102.908 37.918 34.0681 15.2779 18.7902 12.0517 94.8237 89.6645 43.7008 7.76971 38.6069 35.4134 21.3999 17.803 14.1671 9.08941 6.19476 45.9637 19.4813
internal_count=2900 2755 1954 801 758 722 1921 1882 1797 85 706 498 208 196 112 84 86 475 444 269 43 229 203 133 116 87 71 62 175 79
is_linear=0
shrinkage=0.0181742


Tree=211
num_leaves=31
num_cat=0
split_feature=6 19 8 16 18 6 13 4 19 8 9 5 17 18 2 10 17 2 2 19 2 9 17 12 9 8 6 15 3 0
split_gain=1.94529 1.60296 1.48416 1.45505 3.71434 5.3146 2.87727 4.04049 3.98595 2.42991 2.37119 2.66176 2.35216 3.89159 5.79382 4.09449 2.71565 2.59646 2.60888 3.31628 2.27311 3.69354 3.10471 2.16487 4.9967 2.42315 3.2873 3.84638 3.86011 2.54829
threshold=1.8100422913500003 14.651182102100002 8.6432548896500023 22.624947093000003 13.5308213324 16.405383309150004 117.50443950750001 172.73046293330003 14.351157895250003 8.4434108459500017 199.46724415935003 22.907563598750006 168.45154159730004 13.5538556217 206.83709544035003 62.175971182900007 167.56787829315002 215.60007756200005 71.847610775600018 13.451085274650001 188.72314814045004 197.89372115420002 187.45953903175004 90.17221166855002 201.2906445504 8.9430209551500024 16.015374196650004 36.508287084250007 87.963661570150023 90.337570099350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 12 -8 9 -9 -6 -12 16 14 -14 -15 17 18 -2 -20 22 -22 -7 24 -17 26 27 -25 -29 -28
right_child=1 2 -4 4 10 20 7 8 -10 -11 11 -13 13 15 -16 23 -18 -19 19 -21 21 -23 -24 25 -26 -27 29 28 -30 -31
leaf_value=-0.01910817265769079 0.012419417070182556 0.012171394825639927 9.0331101718571798e-05 -0.019611188176529591 0.018675443715283183 -0.0018795087775686729 0.010626902472936326 -0.028011768821506158 -0.0030085806121650182 -0.0090302405161838753 0.011244386608125928 -0.006916679482108579 0.0083340318172782576 -0.022672055864236228 -0.013113088080844893 -0.021306487240803893 -0.028670633089998669 0.0071225520100255801 -0.019388661497630025 0.01268934134569971 -0.025676451627643645 0.0029377283126084826 0.0091186400731381179 0.00073892614880244714 0.0055031098545894868 -0.014966714229490955 0.0016396223543169676 -0.024112471247422749 0.0017988074489571342 0.016072079370762906
leaf_weight=1.6446268677245814 1.4790222365409116 7.397330563515423 6.0524999536573887 4.0992756485939017 6.3349661678075817 16.041193561628461 4.2771256063133505 4.2520621628500539 15.929804256185887 4.5920613803900778 7.5860027819871885 4.0535220913589001 36.620253641158342 2.6337463119998565 4.6465522265061727 4.7618198618292791 1.6066694213077415 4.6759482724592081 6.1584136025048792 1.2731241039000449 2.3898917855694881 3.8649227367714047 17.644920684397221 126.22193570481613 4.3590104933828115 3.2130745686590663 8.2385525573045033 4.2016081903129807 3.4093174040317535 7.7934084646403781
leaf_count=137 12 27 34 33 21 79 22 76 92 26 33 25 197 19 65 44 34 56 199 19 37 25 71 1315 29 27 33 65 16 32
internal_value=0.000519873 0.000618953 0.00673485 0.000355608 0.00283671 7.87014e-06 -0.000259007 -0.00561249 -0.00841616 -0.0181561 0.00976781 0.00491971 0.000443793 0.000950257 0.00591913 -0.000293732 -0.00642652 -0.00379605 -0.00952574 -0.0138933 0.00202144 -0.00799542 0.00388137 6.96425e-05 -0.00849369 0.000579871 0.000913187 -1.42698e-05 -0.0125055 0.00865548
internal_weight=327.453 325.808 13.4498 312.358 62.0147 44.0402 250.344 29.0511 24.7739 8.84412 17.9745 11.6395 221.292 206.099 41.2668 164.832 15.1932 13.5865 8.91056 7.43154 39.9409 6.25481 33.6861 162.199 9.12083 153.078 149.865 133.833 7.61093 16.032
internal_count=2900 2763 61 2702 324 245 2378 216 194 102 79 58 2162 1842 262 1580 320 286 230 218 212 62 150 1561 73 1488 1461 1396 81 65
is_linear=0
shrinkage=0.0180931


Tree=212
num_leaves=31
num_cat=0
split_feature=5 6 15 15 16 13 13 4 3 9 8 3 15 17 3 5 6 6 8 9 18 6 15 3 16 8 17 6 7 5
split_gain=1.83298 1.8525 1.54111 2.05556 1.6962 3.7811 2.88015 2.6252 2.37496 2.36398 2.67465 4.09179 1.41196 1.36339 1.30175 1.2707 1.97808 3.10086 2.42337 3.02613 2.75777 1.70589 1.55155 1.53641 2.46065 2.50949 1.39199 1.38517 4.19148 3.59005
threshold=12.294714844000003 9.3352181158500027 23.4448654772 26.410889167300002 16.064962433100003 92.692659421600013 92.138837046750012 280.33545882855009 72.760430842500014 72.638117411050018 1.3489472949000001 68.555682326450011 51.067537391750008 157.96759137085004 94.147115270150024 13.264960807550002 13.075305502400001 12.380289263450001 7.7439566930000003 217.83997408180002 13.901940775400002 10.715250360100002 19.215947067900004 83.799239926100014 13.734967881700001 2.3481675133500004 208.46089438445003 16.485385178400005 24.005763052250003 25.763052016400003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 9 10 11 -9 13 -2 -14 22 17 18 20 -20 21 -17 -15 24 25 -22 -19 29 -29 -18
right_child=12 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 14 15 -16 16 27 26 19 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.021309417643832273 -0.015634879868565127 -0.023288264848697771 -0.023536413057802446 0.0021509665613385679 0.011470302178826676 -0.022556007700861653 0.016082179739417602 -0.021139279383288315 -0.022263806869999538 -0.020892915235780844 0.014687826473199359 0.015059648973685566 -0.024978753981307278 0.014429053443837644 0.0022177212419428756 -0.02186558314204046 0.0020252882663245684 -0.023872772355043575 -0.021215982105784154 0.0027794516021159487 0.0089788843568824883 0.002332051691155431 -0.00023827822876062928 0.018078298677380603 0.011900784666788421 -0.024058196585085831 -0.00066330051452400426 0.00041320436532525992 -0.021670660467140671 0.016984591724086381
leaf_weight=2.6202566577121749 1.8694376139901567 1.7995394226163615 2.9059453229419878 2.0837407680228353 3.7390822237357488 3.265748261474072 3.6971820229664436 2.6897925934754294 1.6253274511545885 1.4207396518904705 6.2625089497305453 2.2207499612122774 1.5524483099579804 6.1723715700209123 1.2278370596468446 2.3097274228930571 160.44219803623855 3.7748184390366069 4.2834972040727717 3.921938544139266 1.6278591025620683 2.2313822265714407 5.1567075699567795 3.9949967451393595 5.3155422620475292 1.991334246471524 1.372699901461601 71.564044185914099 3.5123072937130919 6.5027886875905088
leaf_count=134 52 57 77 28 37 83 25 174 43 78 51 23 30 37 14 28 987 61 66 34 9 28 39 17 28 46 11 540 30 33
internal_value=0.000516797 -0.00379475 -0.00271642 -0.0128091 -0.000887919 -0.00282926 0.000307711 -0.00315567 0.000189654 0.00308745 0.00613674 -0.00476863 0.00102928 0.00116533 -0.0129682 0.00127585 0.00100692 -0.00370211 -0.000899168 -0.00974692 0.00325631 -0.0099755 0.00775286 0.00790351 0.00335405 -0.00919861 -0.0176835 0.00160666 -0.000619948 0.00260798
internal_weight=323.155 34.3306 32.5311 4.98969 27.5414 23.8023 20.5366 16.8394 14.2191 12.5938 11.1731 4.91054 288.824 286.044 2.78029 284.174 272.845 30.8238 25.6763 8.20544 17.4708 4.54111 11.3291 12.9297 8.93474 3.61919 5.14752 242.021 75.0764 166.945
internal_count=2900 810 753 105 648 611 528 503 369 326 248 197 2090 2046 44 1994 1918 328 256 100 156 56 76 100 83 55 72 1590 570 1020
is_linear=0
shrinkage=0.0197371


Tree=213
num_leaves=31
num_cat=0
split_feature=16 5 15 5 6 18 12 13 19 5 3 2 5 9 17 7 12 16 17 6 16 7 6 13 6 2 9 0 3 18
split_gain=8.92578 3.80549 3.52302 3.9527 4.28322 3.71378 3.23515 5.09996 4.75594 6.77129 5.49472 3.68893 3.47678 3.0792 3.04408 3.25957 3.0372 2.86649 2.81237 3.30783 3.76861 3.71173 2.43496 2.37173 3.56782 2.20393 2.43846 2.20094 9.08761 3.32271
threshold=18.594956516900002 23.803605515150004 28.452330424200003 11.848158554650002 15.675366252400002 14.025183600500002 206.66000365515004 108.61908538635001 12.651020723000002 16.579584939650001 76.884525614550014 323.30468295165002 23.234643166550004 227.14331114760003 189.37128582595003 27.952168727600004 150.89336347300005 15.474963812800002 197.94573456765002 22.585527707250005 22.594947163200004 23.633329316050006 8.5201990730500015 98.238948544700023 13.265309941850001 86.011634045550025 206.92464388935002 93.972365491700018 84.807411725000023 14.405580508350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 3 14 6 -4 7 8 9 10 -5 -8 17 18 -1 16 -16 -11 19 20 -3 -22 -17 24 -12 -25 -27 -2 -29 -30
right_child=1 13 5 4 -6 -7 11 -9 -10 12 23 -13 -14 -15 15 22 -18 -19 -20 -21 21 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.0030525567139820177 0.0012130938491029379 -0.00013013730051268706 0.0010793672680283555 -0.0034872399968940426 -0.0032261703962883086 -0.0041137082872090523 0.0015245565229649689 0.0039663334560167234 -0.0025944069473300049 -0.0055809881624338947 -0.0050995735405895987 -0.0027197074757850021 0.0016972236990680243 0.0038694891486222233 -0.0046151553542557698 -0.0036786991314835976 0.00075210941632826434 3.6028384963674654e-05 0.0014040956263643562 0.0034015892507260541 -0.0040198483338487172 0.0010714792682047687 0.0029501320061109922 0.0047160479202371548 0.0031517269512599164 0.003404869888092161 -0.00022462630584638602 0.0017240004580910773 0.00010551394885371002 -0.0056319845013003801
leaf_weight=12.244208277203141 162.1756256558001 16.657148025929931 3.1304800622165194 3.427003679797056 5.8750334698706856 8.0275424234569055 39.054664228111506 4.163352131843566 14.999049831181763 5.4367355844005925 1.7449718117713957 3.6633022502064696 2.2401656210422516 2.7847041711211196 1.9063273426145375 6.9593861214816553 18.055146940983832 2.0446663089096546 9.6537024825811368 2.4985152930021277 11.286796262487767 2.954911407083272 1.0419555595144627 5.6361067667603519 1.684235945343971 6.2803630344569665 5.8446672670543194 14.453984763473274 2.4502307772636405 5.0593662671744823
leaf_count=306 633 142 33 54 179 125 230 13 136 77 33 39 15 9 45 201 194 16 47 7 131 15 13 16 8 25 31 61 14 52
internal_value=0.000286813 0.00079084 -0.000468523 -0.000296942 0.000126031 -0.00265675 0.000330712 -0.0003319 -0.000694603 0.000135221 0.00126374 0.00116059 -0.00272247 -0.000251851 -0.00137096 -0.000634633 0.000239534 -0.00404586 -0.000518434 -0.00107415 -0.00143607 -0.00296348 -0.00281548 0.00203209 -0.00104699 0.00262658 0.00165533 0.00105039 -0.000151026 -0.00375995
internal_weight=383.434 229.975 153.459 142.301 102.094 11.158 96.2193 53.5013 49.338 34.3389 24.6173 42.718 9.72157 45.8358 40.207 27.9628 19.9615 7.4814 43.0511 33.3974 30.8989 14.2417 8.00134 21.1903 3.42921 17.7611 12.125 184.139 21.9636 7.5096
internal_count=2900 1111 1789 1631 872 158 693 424 411 275 167 269 108 351 759 453 239 93 342 295 288 146 214 113 41 72 56 760 127 66
is_linear=0
shrinkage=0.00404408


Tree=214
num_leaves=31
num_cat=0
split_feature=5 5 10 6 13 5 17 17 2 15 2 19 12 2 8 8 0 16 18 7 10 15 14 16 6 8 18 10 8 14
split_gain=1.75275 2.37836 2.34072 1.42062 2.03027 2.66337 2.35223 2.47896 2.4584 2.27959 2.26174 2.33036 2.25951 2.38056 2.39166 3.33304 2.27799 2.25349 1.78099 1.73998 3.11995 2.40833 1.59261 3.8326 3.81323 3.00825 3.30483 3.11848 2.90405 2.78836
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 22.585527707250005 119.04223755815001 31.584552767700004 168.45154159730004 167.56787829315002 215.60007756200005 30.276503438400002 71.847610775600018 13.451085274650001 66.834523482800009 59.615984903700003 8.8430989333000021 8.7431769115000026 86.950112854950021 22.724946859200003 13.5538556217 19.041006859700005 61.82916008405001 42.133814420300006 241.54317565595002 22.674946976100003 16.515385879350003 8.6432548896500023 13.24392582145 62.057679025150001 8.2435668022500028 244.99684607285005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 7 8 10 -6 -2 -12 -8 18 15 17 -16 19 -14 -15 21 -21 23 -22 25 26 28 -28 -24 -29
right_child=3 -3 -4 -5 5 -7 12 -9 -10 -11 11 -13 13 14 16 -17 -18 -19 -20 20 22 -23 24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0025565615906941249 0.012283094817283485 -0.020692754964708186 -0.020501595427344286 0.015391535079050252 0.0044153355496487062 0.012477032546732884 0.015877960256073295 -0.031111518871420548 0.0077859638991161564 -0.02289025373889382 -0.020547795311267408 0.00802337327235942 -0.00038566406416833327 0.01101142234344327 -0.019181453461947995 0.01310045543671921 -0.00057829868700325819 0.011027406109430699 -0.019730673391521496 -0.027738870043760938 0.003566870758871602 0.0069795559452658753 -0.0010992516841283628 -0.016714985513946099 -0.014389150632701712 -0.014963870507770316 0.0089546233892220748 -0.023725313250768786 -0.029616312799375259 0.00073522707006497582
leaf_weight=9.0471206214278919 1.4281318518333117 3.3654674123972645 2.1063260973896822 2.5772013813257209 1.6298844153061498 1.6996473548933861 4.0988509133458129 1.4638889767229546 4.4509297818876794 4.3620804203674197 5.6234244680963457 1.3797014942392705 3.7602639049291602 6.5796808777377001 4.1069561340846104 9.7885587848722917 6.757791705429554 9.0606108456850034 3.6297623589634895 2.5685827247798438 100.1848858804442 1.1106813848018644 3.1318075750023118 3.7511949762701979 7.1888830792158833 4.7600264828652135 19.327516246587038 1.8464534003287543 2.485923963598907 88.238736511208117
leaf_count=118 12 192 207 8 25 10 14 32 43 53 190 26 19 40 38 42 38 35 34 66 579 6 25 20 64 37 84 19 37 787
internal_value=0.000510649 -0.00617776 -0.00179797 0.000826971 0.000703666 -0.00928883 0.00096269 -0.00681903 -0.00405851 -0.0154628 -0.0103113 -0.0149189 0.00135804 0.00114417 0.00144512 0.00182349 -0.00761043 0.00138237 -0.00988736 0.00102001 0.000739784 -0.0172582 0.00102655 0.00283487 -0.000453605 0.000382697 0.00101775 0.00177437 -0.0137184 0.000233866
internal_weight=321.511 14.5189 11.1534 306.992 304.415 7.69161 296.723 14.3461 12.8822 5.99196 8.43126 7.00313 282.377 278.278 270.888 260.024 10.8647 250.235 7.39003 241.174 234.595 3.67926 230.915 103.936 126.979 119.79 115.03 109.413 5.61773 90.0852
internal_count=2900 517 325 2383 2375 88 2287 303 271 78 228 216 1984 1970 1917 1841 76 1799 53 1764 1724 72 1652 599 1053 989 952 890 62 806
is_linear=0
shrinkage=0.0196999


Tree=215
num_leaves=31
num_cat=0
split_feature=13 8 9 13 18 7 10 18 7 10 9 18 18 14 9 2 5 3 13 15 13 7 19 2 16 17 6 13 4 3
split_gain=1.57609 3.06214 1.95509 2.19271 1.86513 1.93057 1.97156 1.71751 3.2956 2.40876 2.82988 1.82972 1.61674 2.2962 1.78826 1.50855 1.43448 1.36839 1.58817 1.40913 2.86721 2.76395 1.39949 1.35582 1.3115 3.74338 3.20495 2.25967 2.75276 3.99224
threshold=95.870416931800023 2.9476996444500005 38.136666659400014 96.607054459550014 17.327266398450003 26.752366550650006 80.059594666650014 14.708525021850003 21.725272673150005 82.204984254750016 58.059373288650008 15.042884401850001 16.433295803950003 376.01315066015007 32.66220731775001 325.75432260090003 2.5966915737500007 108.48197402175002 120.78166996855002 46.574831689400007 117.61735474900001 23.539316666200005 14.651182102100002 237.82463207520001 22.624947093000003 200.07083195085002 16.395383075500003 117.50443950750001 179.79931155285001 93.491131486350014
decision_type=2 2 2 2 2 2 2 2 2 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 17 -7 -1 -9 11 12 -10 16 -14 -15 -16 -11 19 -19 22 -21 -22 24 -6 27 26 -26 -4 -29 -30
right_child=2 -3 4 -5 23 6 -8 8 9 10 -12 -13 13 14 15 -17 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.018000640516224735 0.0118984051173568 -0.016355504067910195 0.0012057481659183561 -0.025624936727371084 0.015676409114973665 -0.021259166137373036 0.0058117572023086766 0.021293325314278556 0.0099778786101406922 0.021745683500531115 0.024515971271680183 -0.023896686369663418 -0.021661040942707925 -0.021524184116002862 0.015483744852255779 -0.0094208691277835113 -0.0013552409374119165 -0.02170246125894577 0.012560305555579703 -0.019057156526252693 -0.013397482575415971 0.011311193029489817 0.0082042719394776961 -0.00089775149390247926 -0.012435710126865646 0.016337375956414175 0.0037379510159053263 0.0078182292516742417 -0.0035958337833526125 -0.025383695886068931
leaf_weight=2.120218347758061 0.8954092795029277 6.4275275880936524 167.20948211243376 2.2540793595835567 6.0758263133466226 3.1794782504439345 1.6984770055860279 2.8905561384744969 0.84297680761665406 1.8535802513360966 1.9443718809634436 2.9608263121917844 2.888183737639336 1.1791406059637664 2.8147248788736761 1.553122406825423 2.7431013691239059 2.1472700305748726 0.75155272148549546 4.2230110177770239 3.0529867298901081 4.7793901190161705 12.245587237179278 3.050843633711338 5.7899317145347586 8.491748381406067 39.014061819761992 4.9393667280674007 13.25625214725733 4.6832894347608081
leaf_count=42 8 260 1247 68 30 43 16 22 10 6 6 74 176 75 28 34 40 120 7 76 38 18 54 24 36 37 178 18 60 49
internal_value=0.000475205 -0.00393193 0.000938044 -0.0149569 0.00111395 0.000815029 -0.0118332 -0.000575473 0.00112938 -0.00197418 0.00168718 -0.0163896 -0.00171891 -0.00699338 0.000643715 0.00662814 0.00796005 0.00104305 -0.0128194 0.00119317 -0.00558425 0.00167998 0.00151279 0.010136 0.00117611 0.00398838 0.00164786 0.000387626 -0.00559159 -0.00928376
internal_weight=317.956 30.2183 287.738 3.14949 284.589 275.462 4.87796 23.7908 21.6706 18.78 14.9762 3.8038 13.0319 8.43517 5.54699 4.36785 4.59668 270.584 2.89882 267.685 12.0554 7.83238 255.63 9.12667 243.384 53.2957 44.804 190.088 22.8789 17.9395
internal_count=2900 773 2127 76 2051 1997 59 513 471 449 365 84 359 313 137 62 46 1938 127 1811 132 56 1679 54 1625 251 214 1374 127 109
is_linear=0
shrinkage=0.0202855


Tree=216
num_leaves=31
num_cat=0
split_feature=16 15 18 15 12 8 19 15 16 19 16 15 18 19 0 10 2 16 13 0 19 3 2 13 5 5 9 10 9 0
split_gain=4.07447 2.77598 3.86216 3.64987 3.00503 3.17513 2.93436 3.10327 2.79072 4.85158 2.98705 3.36152 2.96507 2.9035 2.68331 6.21303 5.37261 3.73133 5.86748 7.23936 9.10527 5.96629 3.18175 2.73832 4.01399 2.54495 6.36706 4.25973 4.12962 3.62247
threshold=18.594956516900002 28.452330424200003 14.025183600500002 28.321365561200004 206.66000365515004 1.3489472949000001 12.951044929850001 23.900317844600004 13.894967507500002 11.950964240300001 14.994964935250001 18.605060652900004 16.671733559250004 10.850875481800001 96.249489528150022 70.284360904350009 70.507592614000018 19.214955067100004 112.82921081865001 92.031298721500022 13.751109481500002 89.227236891450005 132.99388411665004 113.96105169155001 20.206488238950005 21.197160116700001 197.19111486365003 62.55235532115001 190.24759545780003 86.530713386650021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -6 -7 -8 13 -10 12 -12 -11 -1 15 17 -17 22 19 -19 -21 -20 -2 -23 -25 26 28 -28 -26 -27
right_child=14 2 -4 -5 5 6 7 -9 9 10 11 -13 -14 -15 -16 16 -18 18 21 20 -22 23 -24 24 25 29 27 -29 -30 -31
leaf_value=-0.0011718102773919552 0.0043510008425256706 0.0018810637627311995 -0.0050596044204904425 0.0063434496137437868 -0.0028442127985797375 0.0014335403236031014 -0.0049125723154711219 0.0015117766417246038 0.0026712823852057554 -0.0074132976327348343 0.0043411103567718105 -0.0012746547712940729 0.0009102539279015661 -0.0058245421075945394 0.0034510406418870937 0.0018456162087498187 -0.0067887623952288716 -0.0079810712376292975 0.004008779681951357 -0.0062704532632641662 0.0028362915205102463 -0.0033597851315594366 -0.00067030874395562735 0.0033573251053848731 -0.0019318818922240424 0.00011697907139988976 -0.0087758781232098425 -0.00093865978722001162 0.0037466871891108089 0.0021615858037266605
leaf_weight=8.397102394141255 12.421933300793173 2.9447406427934748 7.1548590352758765 2.1434604823589316 6.6228851918131104 43.08580937422812 4.2468838961794964 3.6277692727744579 9.7697585411369783 3.6965291239321223 3.0300768222659817 32.759863756597042 1.5937444064766166 5.9720790768042198 8.6407909095287305 2.8760025277733785 5.3884784653782845 4.3900932297110584 13.895922247320412 4.4082785435020915 8.1173294186592084 4.5982813760638228 4.4634483717381945 12.884032994508742 6.8823098838329333 82.503676277585328 3.8693889603018752 3.3817084655165672 6.4603912532329559 31.027220696210861
leaf_count=232 44 33 125 6 213 389 62 26 69 52 15 385 12 170 31 14 56 35 53 34 30 22 35 45 31 499 27 15 21 119
internal_value=0.000231619 -0.000463532 -0.00303591 -0.000255602 -0.000370786 0.00047843 0.000910245 -0.00195294 -0.00112058 -0.000559658 -0.00132805 -0.000799208 -0.00490575 -0.00310557 0.000665815 0.00054987 -0.00378404 0.000729583 0.000517232 -0.00234436 -0.000368748 0.000809709 0.00302368 0.00051649 0.000637736 0.000376492 -0.00127331 -0.00512082 0.00081762 0.000675756
internal_weight=351.255 135.046 10.0996 124.946 122.803 57.5833 50.9605 7.87465 65.2192 50.85 41.0802 35.7899 5.29027 14.3692 216.209 207.568 8.26448 199.304 182.419 16.9157 12.5256 165.503 16.8854 151.607 147.009 134.125 20.5938 7.2511 13.3427 113.531
internal_count=2900 1789 158 1631 1625 690 477 88 935 533 464 400 64 402 1111 1080 70 1010 931 99 64 832 79 779 757 712 94 42 52 618
is_linear=0
shrinkage=0.00510104


Tree=217
num_leaves=31
num_cat=0
split_feature=16 6 15 5 0 4 10 16 4 6 17 9 17 3 10 17 17 18 18 9 7 3 10 16 10 9 0 18 12 2
split_gain=5.3385 3.08516 2.99649 3.24728 2.74861 4.4825 6.11892 4.35888 4.31356 7.92978 3.23811 5.46607 5.01489 3.04298 3.53197 4.44716 3.02973 4.17331 2.98958 5.61409 4.50881 4.07255 4.75034 2.97995 4.39307 6.69282 4.13776 2.84669 2.70937 2.58365
threshold=18.594956516900002 15.675366252400002 32.540328261750005 10.718565385000002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 310.49012963040008 15.925372093750001 188.16174763880002 195.39349636155001 186.34046889365004 93.308316333450009 61.944763783650011 192.34053301495001 184.59783591905003 12.752103815600002 13.5538556217 196.26893085885004 23.9444576715 83.511574906150017 70.284360904350009 19.214955067100004 66.697957758300021 203.31429194770001 90.337570099350003 15.232298661650001 103.44931853055 175.40496222385005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 13 8 18 27 12 -12 16 -7 -15 -16 17 -2 -6 20 -20 -21 23 -23 26 -26 29 -10 -24 -25
right_child=4 -3 -4 -5 7 6 -8 -9 9 -11 11 -13 -14 14 15 -17 -18 -19 19 21 -22 22 28 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0012137244755956937 0.00078259438157320441 -0.0030108955102531427 -0.0042187719135235949 0.00016980524755456805 0.0021748521842121101 0.0024490343065969177 -0.0042939757992373857 0.0024251565037057715 -0.0062861496581228388 0.0012072375460018502 0.0027309723404564689 -0.00082928437692033241 -0.0028672629885550861 0.00011006091692125301 -0.0057615818437093324 -0.00018254874303628475 0.0028445883155955778 -0.0036150135428627229 -0.00033460698265813719 0.0038623267570552398 -0.0053922700628732841 0.0032619750388255811 3.8231908168848013e-05 -0.0016315343102486302 0.00074516529171178352 -0.0061015649821971989 0.0036564572929139866 -0.0010406829963387895 -0.0052794149504742857 0.0019676254587915774
leaf_weight=32.681734341196716 16.751588977873332 6.1522981626912943 2.7115336973220101 100.66948213707656 21.337069302797318 5.2443431019783011 6.3636441901326171 23.832951731979847 4.2244084216654292 8.1993310526013357 21.048344407230619 8.9333345182239992 7.2275392003357402 21.755460681393746 3.9260971620678884 4.4141211621463299 7.1173722334206095 3.8619560040533534 9.3491194322705251 6.7315183877944937 3.5318567603826514 7.780319318175315 2.7960293442010871 5.8935401141643577 6.1716240048408491 3.1291356682777405 8.379819989204405 2.3370601236820221 2.7778460122644901 5.7118740975856781
leaf_count=702 98 197 66 824 72 16 72 86 37 33 66 41 40 124 49 29 22 31 42 19 36 22 15 26 24 24 28 15 26 18
internal_value=0.000210833 -0.00036941 -0.000249971 -0.00016927 0.000571452 0.000124076 -0.000851572 0.000961928 0.000607349 -0.00129321 0.000750623 0.00167016 -3.80047e-05 -0.000231701 -0.000698834 -0.00280884 0.000699388 -4.12992e-05 0.000942963 0.000520733 -0.00172138 0.0011057 0.000670511 0.00116411 0.000606776 -0.00155834 0.00161438 -0.00441782 -0.00261192 0.000139876
internal_weight=371.042 142.215 136.063 133.351 228.827 106.644 41.7037 122.184 98.3506 14.7608 64.9401 29.9817 34.9585 35.34 30.0957 8.34022 27.7309 20.6135 83.5898 62.2527 12.881 49.3717 42.6402 37.0663 29.286 9.30076 19.9852 6.56147 5.57388 11.6054
internal_count=2900 1789 1592 1526 1111 588 290 523 437 85 298 107 191 218 202 78 151 129 352 280 78 202 183 142 120 48 72 52 41 44
is_linear=0
shrinkage=0.00381357


Tree=218
num_leaves=31
num_cat=0
split_feature=16 15 18 15 12 7 16 16 16 15 3 10 15 16 13 0 19 10 13 10 5 13 9 5 9 9 2 10 16 17
split_gain=1.5929 2.23415 2.9323 2.79234 2.24453 2.26036 2.60716 3.26077 2.35213 3.56136 2.05384 4.17042 5.69714 3.02149 4.73485 6.07918 7.85955 5.27956 3.78649 3.05982 3.70527 3.35242 3.87629 2.98119 11.027 5.6889 2.92426 2.0625 3.54886 4.57946
threshold=18.594956516900002 28.452330424200003 14.025183600500002 28.321365561200004 206.66000365515004 26.302865891850004 16.414961614700005 11.934972090850001 17.654958715000003 20.310401204950004 83.511574906150017 70.284360904350009 27.288673764350005 19.214955067100004 112.82921081865001 92.031298721500022 13.751109481500002 66.318885161900013 113.96105169155001 62.837331883000012 19.731257453750004 115.63864956495001 208.21354399485003 21.042547594650003 197.19111486365003 192.33792147965002 132.99388411665004 62.041548276350007 22.614947116400003 190.58288855405002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 -7 -2 13 -13 26 15 -15 -17 18 -16 20 -20 22 -21 24 25 -22 -12 -25 -29 -30
right_child=10 2 -4 -5 5 8 -8 -9 -10 -11 11 12 -14 14 17 16 -18 -19 19 21 23 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.0036917545580531673 0.011470543798198533 0.006383223712538977 -0.018470313759844172 0.022839007893461116 -0.0052271009694387482 -0.0011226995398376778 -0.0085900059039118286 0.01041002595509068 0.019086186460682074 -0.023881582740674173 0.015411158904877714 0.012386386672577994 -0.024784044841534531 -0.029686309680223254 -0.01654642599311508 -0.023452488664478768 0.0098930153417764975 0.017484797240830532 0.019890328890758369 0.0098566635633145754 -0.012067082534926365 0.017931912981521324 -0.011879071665925721 0.0029159611300843503 -0.03619328885111521 0.016452606804820271 -0.0039952301640751864 0.0013614476241386208 -0.030762072956837059 -0.0028531417548748978
leaf_weight=56.01877194759436 7.6585708595812312 2.6065097548998875 5.9870256828144193 1.9144753795117129 6.5388742475770441 11.281170732341709 4.7800620114430776 23.201783243566751 1.5253993198275555 3.4297960717231026 10.919535880908368 2.2846846207976332 5.0948555618524551 4.1063253916800013 4.4711658656597129 4.2119119893759471 7.5520390942692757 8.0073757693171483 3.6505341678857794 9.1643399000167864 5.4375478699803335 8.6161245405673963 4.7733616940677157 70.551843488588929 3.9716341607272616 5.2671822980046272 4.0800891416147342 21.136434449814264 3.5132478447630984 6.2500104941427708
leaf_count=935 31 33 125 6 109 283 87 146 6 59 44 9 61 35 24 34 30 32 13 33 28 33 28 413 30 18 35 103 39 38
internal_value=0.000479087 -0.00133178 -0.010932 -0.000572747 -0.000992516 0.00198654 0.00481714 0.006972 -0.00403171 -0.00642883 0.00153721 0.00114316 -0.0132762 0.00171623 0.000976616 -0.00919764 -0.00204586 0.00201962 0.00117607 0.0017328 0.000488427 0.00834139 0.00241264 -0.000121481 -0.00836058 0.00196582 0.0101324 0.00107042 -0.00314342 -0.012896
internal_weight=318.003 117.284 8.59354 108.69 106.776 50.7571 34.5207 29.7407 16.2364 14.711 200.719 193.06 7.37954 185.681 170.681 15.8703 11.764 154.811 146.803 142.332 119.778 22.5538 13.9377 116.128 14.6764 10.7047 14.9996 101.452 30.8997 9.76326
internal_count=2900 1789 158 1631 1625 690 342 255 348 342 1111 1080 70 1010 931 99 64 832 800 776 682 94 61 669 76 46 79 593 180 77
is_linear=0
shrinkage=0.0195584


Tree=219
num_leaves=31
num_cat=0
split_feature=16 15 13 7 10 10 17 4 19 5 15 15 10 7 7 18 0 17 6 16 6 10 5 13 6 9 6 18 9 15
split_gain=7.04331 3.61482 4.13647 3.9809 3.33936 4.14822 6.06848 4.19896 3.65955 3.21446 5.8752 3.15602 3.31545 3.75694 2.8965 4.46052 3.97497 6.41717 4.54858 4.41827 5.46135 2.73461 5.42363 2.58968 5.23789 2.48938 3.74718 4.54677 2.41792 2.37765
threshold=18.594956516900002 46.574831689400007 117.61735474900001 23.539316666200005 90.988176966900014 74.986474174450009 195.53954078470002 195.32149859550003 12.751028791950002 10.293758831600002 17.991885019200001 29.198705243000003 67.316303128300021 19.041006859700005 24.101221167900004 15.064837217800003 102.84427732220001 242.64190980425005 6.5601532769500013 15.919962772200003 11.585270688000001 60.474177186300004 28.372909273050002 98.238948544700023 13.200308423050002 68.670253264700008 13.400313096150002 14.371157440600003 210.70699256735003 16.522436993950006
decision_type=2 2 2 2 2 2 2 2 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 21 -3 -4 5 6 7 -1 25 10 -7 12 13 -10 -11 -16 19 18 -18 23 -21 22 -2 24 -17 26 27 29 -25 -9
right_child=1 2 3 -5 -6 9 -8 8 11 14 -12 -13 -14 -15 15 16 17 -19 -20 20 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027860184582458652 -0.0036541864155617177 -0.0034124927809159123 -0.0023435792302476839 0.0021786593902763034 -0.002382936412956815 0.0002438375748385197 -0.0039645766625702756 -0.00030856052726717663 0.0024065350955110947 0.0020191260904764761 -0.0034558255479687845 -0.0019233761335162051 0.0038179960744115882 -0.0040087754253927748 -0.0036190490109017492 -0.0042680434147797175 0.0028268121446957304 0.0027654467209225013 -0.0036019010794485274 0.0010376349900086343 -0.0041963967872389743 0.00081086333274919765 0.00050492406550962194 0.0024083304003725235 0.0022999895814917164 -0.0026192892604108269 0.0024648774022818145 0.0023738145926589693 0.00023394237416410031 -0.0041569522477851719
leaf_weight=7.8618305306881657 4.7869715504348305 5.3782172538340083 3.7886530570685846 5.4587404578924179 8.7591249654069525 15.451902080327274 6.9390568723902097 3.0915743540972489 2.7628622008487564 12.35470646061003 7.2432562950998536 2.6810414316132656 6.1008378341794014 1.6904768720269201 3.289560765027999 2.5396238416433325 1.4942575618624676 3.4542181752622119 8.2230424024164659 5.461166385561226 3.9448685832321644 198.06275885179639 14.555083522573112 22.521185178309683 3.0950719267129898 6.6958193359896532 4.4751948788762084 2.9072195999324322 7.9495558515191069 4.5725180357694626
leaf_count=138 53 76 38 18 319 169 117 33 34 52 170 41 18 34 35 44 5 17 127 33 51 824 102 88 14 108 23 14 44 61
internal_value=0.000208206 0.000582334 -0.0010488 0.0003259 -0.000349837 -0.000228529 -0.001024 -0.000547689 -4.45843e-05 0.000179596 -0.000936926 0.00136065 0.00219488 -2.87015e-05 0.000520516 0.000221757 0.000437059 -0.00120276 -0.00261334 0.00091164 -0.00115751 0.000692066 -0.000524416 0.00145068 -0.0006603 -0.000899994 -0.000134893 -0.00123546 0.00184105 -0.00260457
internal_weight=387.59 232.03 14.6256 9.24739 155.56 146.801 49.7784 42.8394 34.9775 97.0224 22.6952 13.2352 10.5542 4.45334 74.3273 61.9726 58.683 13.1715 9.7173 45.5115 9.40603 217.405 19.3421 36.1054 5.6347 21.7423 15.0465 10.5713 30.4707 7.66409
internal_count=2900 1111 132 56 1789 1470 621 504 366 849 339 127 86 68 510 458 423 149 132 274 84 979 155 190 58 239 131 108 132 94
is_linear=0
shrinkage=0.00338955


Tree=220
num_leaves=31
num_cat=0
split_feature=16 6 7 0 16 4 10 4 6 3 10 17 18 9 7 3 13 17 9 17 17 18 18 15 16 10 9 0 2 9
split_gain=4.90267 3.07376 3.03932 2.98449 4.22161 4.06696 5.98822 3.9252 6.94478 3.48892 3.71456 4.15977 3.42967 5.89257 3.7737 3.6758 3.93195 3.37717 6.07992 4.59963 3.38764 3.93046 3.30504 2.80106 2.61728 3.39727 5.98192 4.39121 3.23511 2.60944
threshold=18.594956516900002 15.675366252400002 29.973557588500004 86.530713386650021 22.614947116400003 248.34582299520005 62.041548276350007 310.49012963040008 15.925372093750001 93.308316333450009 61.944763783650011 192.34053301495001 13.5538556217 196.26893085885004 23.9444576715 83.511574906150017 109.34496908160001 188.16174763880002 195.39349636155001 186.34046889365004 184.59783591905003 12.752103815600002 15.232298661650001 32.540328261750005 19.214955067100004 66.697957758300021 203.31429194770001 90.337570099350003 175.40496222385005 204.09084027260005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 5 7 17 9 12 22 -7 -11 -12 -5 14 -14 -15 29 19 -19 20 21 -2 -9 -1 -18 27 -27 28 -26 -17
right_child=3 -3 -4 4 -6 6 -8 8 -10 10 11 -13 13 15 -16 16 24 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-6.4505267161138813e-05 0.00065283397715682129 -0.0031421202107031294 -0.0042353990052651849 0.0023833293394895567 0.0025589466094945528 0.0027603699312993626 -0.0045008929701574434 -0.0065629364591331249 0.0012064508045906909 0.00011365788088338471 -0.0061027019226498093 -0.00043032731808027749 -0.0006245221335782926 0.0039864523337558881 -0.0056565666113661938 0.00012082319971162612 0.0033041901971148382 0.0028921569210012574 -0.0010748700314850053 -0.002962616545510994 0.0030235966175097277 -0.003886115729775179 -0.00051480710449038373 -0.0044275146744451608 -0.0022073128373643275 0.00085751980181698374 -0.006220917455659605 0.0038321283603390075 0.0020868950546099 -0.0055330407975673779
leaf_weight=130.30596647690982 16.454742468893535 6.2157750306650987 3.0336235347203901 21.541157677769661 23.706016264855862 5.3946449905633918 6.3189910482615224 4.1483064107596865 8.1254342719912511 21.924224646762017 3.9003490731120092 4.6007001139223576 8.9852145165204984 6.4390819966793051 3.336974434554576 2.8461267165839663 7.525218814611434 21.388767361640934 8.9462560042738897 7.3442371860146514 7.1759890988469115 3.8422772604972115 2.2893049493432045 2.4476344408467403 5.6982286497950607 5.9799075126647931 2.8920495137572289 8.1443436667323095 5.7598257064819336 2.5066873207688332
leaf_count=1363 98 197 164 72 86 16 72 37 33 124 49 29 42 19 36 19 22 66 41 40 22 31 15 65 26 24 23 28 18 23
internal_value=0.000225457 -0.000363525 -0.000236333 0.000593554 0.00103158 0.00010395 -0.000874263 0.000655274 -0.00127725 -0.00023449 -0.000765502 -0.00303286 0.000999938 0.000504213 -0.00198725 0.00114659 0.000704391 0.000736635 0.00172222 -0.000122071 0.000637279 -0.000206401 -0.00441214 -0.000144948 0.00118485 0.000624746 -0.00144988 0.00156371 -4.86663e-05 -0.00252684
internal_weight=369.218 142.003 135.787 227.215 119.924 107.291 42.1389 96.2179 14.563 35.8199 30.4253 8.50105 81.6548 60.1137 12.3222 47.7915 41.3524 65.1523 30.335 34.8172 27.473 20.297 6.43761 132.754 35.9996 28.4744 8.87196 19.6024 11.4581 5.35281
internal_count=2900 1789 1592 1111 523 588 290 437 85 218 202 78 352 280 78 202 183 298 107 191 151 129 52 1428 141 119 47 72 44 42
is_linear=0
shrinkage=0.00404071


Tree=221
num_leaves=31
num_cat=0
split_feature=13 8 13 6 18 18 7 10 9 18 18 14 9 15 9 9 17 4 9 16 19 19 5 6 6 6 17 13 7 0
split_gain=1.58473 2.36094 2.21536 2.44591 1.63594 1.62572 3.05394 2.31435 2.67054 1.66764 1.55119 2.20636 1.738 1.84191 1.43408 2.64104 1.41922 3.20494 1.96363 1.82766 3.6391 2.21974 1.82207 4.65444 1.76878 4.57481 2.73648 3.26928 3.91186 2.07839
threshold=95.99139754765001 2.9476996444500005 96.209162656250015 6.9451622726000011 13.987466292050001 14.708525021850003 21.725272673150005 82.204984254750016 58.059373288650008 15.042884401850001 16.433295803950003 376.01315066015007 38.559541491950007 5.4774945026000008 210.39795333110001 210.70699256735003 166.83257850275001 171.27730165960003 54.761416764300009 13.534968349350001 10.550851274900003 11.850956171350001 30.372394345600004 16.505385645700006 13.665319288000001 13.775321858200002 199.41622983390002 99.19872809730002 20.510910988050004 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1 -7 9 10 -8 -9 -12 13 -13 -3 -16 17 -5 -18 20 -20 -21 -19 -24 26 -26 27 -23 -29 -27
right_child=2 14 3 16 -6 6 7 8 -10 -11 11 12 -14 -15 15 -17 18 22 19 21 -22 24 23 -25 25 29 -28 28 -30 -31
leaf_value=-0.016450647150352913 0.01997248293957634 -0.02105047375775124 0.0007142139999725671 0.0080403452658124284 -0.021789829892030453 0.019652850887059179 0.0081585369547086065 0.0072536477043459897 0.022990822932391186 -0.022529190851774867 -0.020502518458202005 0.017255299768015164 0.0098992504792915059 -0.021450231279276352 0.02798866023190498 -0.013921771195699118 0.011516216950916824 -0.022685820725834232 0.014054250396796955 0.011739313945635328 -0.023504840846352799 0.0093874441234789319 0.023861651850301206 -0.025669127369804392 0.016636134373558382 0.0018924945284552312 0.00037257214125065987 0.0096256385054782449 -0.025908489713926081 -0.0031653736443681161
leaf_weight=2.2261362457647982 2.2568256650120011 4.0075203110463908 2.0282510118558994 3.8715876978822035 2.9443940874189138 2.7962637976743308 0.85307776089757981 4.6813071100041261 1.8702871650457371 2.8841348746791482 2.8188227708451432 0.6091770883649591 3.1442459099926054 1.8309185435064135 0.74721035361290011 2.2193131267558783 6.8222170062363139 3.8315394371747971 1.4196685254573811 7.285369684919714 2.956005472689867 2.0030021816492098 1.3361032009124758 1.4940836573950944 7.2183576673269263 176.81532570207492 20.902173984795809 1.4528957456350324 5.5577213410288095 36.427470063790679
leaf_count=44 11 167 20 45 107 22 10 46 6 75 176 18 33 86 2 99 34 126 8 42 62 12 3 50 32 997 176 6 85 300
internal_value=0.000498403 -0.00366592 0.000944272 0.000793258 -0.0126108 -0.000765678 0.000859252 -0.00195221 0.00143945 -0.0155242 -0.00164109 -0.00659625 0.000423252 -0.0117873 -0.0135278 -0.00336534 0.00103182 -0.00591105 0.00130383 0.00103795 -0.011319 0.0012478 -0.0140192 -0.00228614 0.000942517 0.00153951 -0.00345692 -0.0123373 -0.0185443 0.00102848
internal_weight=317.311 30.6884 286.623 284.366 4.97265 23.7144 21.4882 18.692 14.9548 3.73721 13.0845 8.40316 5.58434 2.4401 6.97404 2.96652 279.394 10.5333 268.86 262.038 4.37567 257.662 6.66173 2.83019 250.377 220.461 29.9158 9.01362 7.01062 213.243
internal_count=2900 784 2116 2105 127 516 472 450 365 85 359 313 137 104 268 101 1978 224 1754 1720 70 1650 179 53 1608 1329 279 103 91 1297
is_linear=0
shrinkage=0.0192815


Tree=222
num_leaves=31
num_cat=0
split_feature=13 8 18 0 13 10 6 8 15 7 18 10 17 9 18 9 18 0 13 3 3 3 0 15 5 15 13 16 0 3
split_gain=1.37364 2.53275 1.85173 1.9483 2.98298 3.59163 2.21997 2.88735 2.77136 2.829 1.75942 2.54183 6.55787 3.10589 3.14734 2.99496 3.78159 2.45202 2.78836 2.66068 2.18114 2.18794 2.50533 5.22918 3.85863 1.83313 1.9623 2.43722 1.83019 3.17952
threshold=95.870416931800023 2.9476996444500005 17.108018746400003 98.615332683000005 99.19872809730002 81.524804347700012 11.495268585100002 7.7439566930000003 23.304416445750004 25.967949918250003 15.312071772700003 70.343506983200015 192.00356210945003 206.08249486475003 14.752187928300001 201.2906445504 14.2124820928 96.249489528150022 108.17011287860002 81.796338618900009 84.807411725000023 85.622014538550019 93.262612545250008 30.416602988400005 18.152162791050003 19.215947067900004 108.48466247985 18.594956516900002 87.181320254150009 92.751805500450018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 -9 -10 11 20 13 14 15 16 -13 18 -12 -19 -2 -22 24 -24 -23 -26 -27 -28 29 -29
right_child=2 -3 -4 4 6 -7 7 8 9 -11 17 12 -14 -15 -16 -17 -18 19 -20 -21 21 22 23 -25 25 26 27 28 -30 -31
leaf_value=-0.00082911668146739659 0.018057265515706997 -0.018777372569433019 0.010662323739297179 0.012545427591850603 -0.034299885728103587 -0.022120732602439991 0.013737883091889395 -0.031360296953784839 -0.027613141766122867 0.017122903821261488 -0.029813900120332405 0.00085656299554834098 -0.025826719473659783 -0.023683005512046506 0.021216369585262563 0.017468556545952429 -0.031767607316317614 -0.0021772831535914355 0.0073510470889333905 0.018994273966650245 -0.017145397410092821 -0.019523124358992897 0.022168889894089949 -0.011887478671511187 -0.014914590915188247 0.016524546148283113 -0.018746066417998929 -0.020696979654946459 0.0055634182449077101 0.00086593939499077449
leaf_weight=22.46428398555145 4.6551126763224593 5.8452983060851684 11.408945253118871 7.0937523208558577 2.5726073719561091 2.3463985417038202 2.4704912416636926 3.6902285721153021 1.4066061116755011 2.0483796969056129 1.931462019681933 7.5663865045644432 7.385548736434429 2.6975961616262785 4.7773419348523012 3.6126325167715541 2.8993058009073138 5.0609409324824837 3.1064557954668999 11.368029871955512 3.7476184815168372 5.3189461175352326 8.9207218606024963 3.7898375298827878 3.9339110380969933 5.2157159466296426 3.4706832165829828 4.1949830725789061 52.289073169231415 105.30172284599394
leaf_count=513 15 260 73 57 42 53 15 51 31 18 38 69 126 33 25 18 55 39 22 52 33 40 33 28 82 38 145 25 243 628
internal_value=0.00056726 -0.00453503 0.00107536 0.000674526 -0.00632056 0.00392897 -0.0142591 -0.00889731 -0.0167235 -0.00109019 0.0012767 0.000655434 -0.00607452 0.000693873 0.00418136 -0.0015993 -0.0081813 0.00792661 -0.00689744 0.0124724 0.00162515 0.00123525 0.0015932 0.0120145 0.000856186 0.0014777 0.00185598 0.00139302 0.00182505 3.98316e-05
internal_weight=312.591 28.3096 284.281 272.872 21.6285 9.44015 12.1883 9.61571 7.14521 3.45499 251.244 229.777 28.9388 21.5533 18.8557 14.0783 10.4657 21.4669 5.03792 16.429 200.838 196.183 192.436 12.7106 179.725 174.406 170.472 165.256 161.786 109.497
internal_count=2900 773 2127 2054 267 110 157 115 100 49 1787 1636 326 200 167 142 124 151 60 91 1310 1295 1262 61 1201 1161 1079 1041 896 653
is_linear=0
shrinkage=0.024289


Tree=223
num_leaves=31
num_cat=0
split_feature=19 6 13 5 15 16 15 5 16 0 18 18 9 7 10 13 3 7 7 18 17 15 6 5 6 2 16 0 2 18
split_gain=1.26644 1.20752 1.97732 2.58455 2.08502 1.88029 2.33067 3.50943 3.14383 3.07831 1.8385 1.78336 1.70457 1.50126 4.64571 1.92101 1.92053 2.28834 4.21676 2.277 3.0832 4.71441 2.81591 6.91312 7.2752 3.64671 3.19501 1.93036 3.56035 7.18181
threshold=9.4507625164000029 22.585527707250005 119.04223755815001 31.584552767700004 30.276503438400002 22.704946905950003 45.169600924000008 24.301614351200005 22.594947163200004 86.280686780500005 13.415872650200003 11.639306137250001 62.308883479750001 19.041006859700005 61.82916008405001 117.69263157665002 93.964300117300013 19.617375644250004 22.509653697550004 13.278511569200001 184.59783591905003 35.34809845485001 16.455384477450004 22.963361893800002 16.565387047600002 181.83510701155004 22.604947139800004 86.345209775600011 108.54085696455002 13.086509421050001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 11 -8 -9 -10 -7 12 -2 -13 -15 16 19 -18 -19 20 21 -16 26 24 25 -24 -21 28 -22 -30
right_child=1 -3 3 -5 -6 10 7 8 9 -11 -12 13 -14 14 15 -17 17 18 -20 22 27 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.016088733393641759 0.020471011720302072 0.016216017646475452 0.0042990823374692184 0.014046147107439998 -0.025793300442201465 0.002889739192538902 -0.026376694847580699 0.014274825085863608 -0.02251433886290382 0.0074213179447792169 0.020091761194292474 0.010360791486021209 -0.028202351284734778 -0.025469836328677598 0.0049824106064279778 0.01470127339370446 0.020651509409713841 -0.033534798120704999 0.0027970212560745589 0.00017952674723093837 0.012920709248818258 -0.028344287192152366 -0.047644301191070666 0.01167560098720815 0.00079489967798830521 -0.017133826291630579 0.011610351912192663 0.016635927917257133 0.013308095937818518 -0.026951495914645383
leaf_weight=2.3296850710175923 0.45428773202001993 2.5001265555620185 1.5981873599812377 1.6607433538883922 4.3866224326193333 9.1246311999857408 3.9913132265210143 4.0078610796481353 4.3883930589072406 2.904148418456316 4.8363136723637572 8.4970891424454731 1.8846706426702438 3.3990953266620627 7.239614522084592 5.1572443991899481 1.0398834813386191 3.2533811149187386 3.2475471142679453 160.68458994338289 12.671312049031259 3.077480174601078 3.5561520159244555 6.6264353841543189 7.0543845109641543 4.5342194885015488 13.484154082834719 11.487063240259884 4.7993327975273115 4.250975638628006
leaf_count=183 3 8 25 10 53 42 36 28 82 13 19 53 94 81 43 17 6 99 19 1665 44 19 26 26 31 30 61 41 16 27
internal_value=0.000478508 0.000604724 0.000476038 -0.0108491 -0.0177574 0.000768907 0.000368456 -0.00819498 -0.00177318 -0.0105929 0.00884882 0.000860011 -0.0187487 0.0010337 0.000723587 0.00107667 0.000792199 -0.0104157 -0.0153852 0.00114514 0.00581177 -0.00495859 0.000108499 -0.00753949 -0.0159469 -0.0305448 0.0010645 0.00915785 0.00520321 -0.00560204
internal_weight=308.127 305.797 303.297 7.64555 5.98481 295.652 281.691 15.2917 11.3004 7.29254 13.9609 266.399 2.33896 264.06 255.563 252.164 247.007 7.54081 6.50093 239.466 43.5258 10.3171 195.94 21.7712 15.1448 8.09037 174.169 33.2087 21.7216 9.05031
internal_count=2900 2717 2709 88 78 2621 2560 159 123 95 61 2401 97 2304 2251 2170 2153 124 118 2029 190 62 1839 113 87 56 1726 128 87 43
is_linear=0
shrinkage=0.0225556


Tree=224
num_leaves=31
num_cat=0
split_feature=19 2 12 8 17 7 0 8 17 15 15 6 8 18 15 9 16 17 5 0 6 16 18 10 2 9 8 16 10 15
split_gain=1.36158 1.27328 3.49027 1.65689 3.1441 4.25721 2.39608 2.23164 1.69089 2.91818 4.49727 3.19279 3.05766 2.86688 5.23991 3.18462 2.81542 2.2276 2.19385 2.17137 1.89554 5.93214 1.79764 1.73753 1.67648 1.74729 2.48955 2.54136 1.96232 2.20995
threshold=14.651182102100002 50.734033752200013 78.909246879600019 8.8430989333000021 182.28951942140003 21.725272673150005 87.568458224950021 8.7431769115000026 188.16174763880002 34.279674133750014 36.869704283850005 16.535386346650004 8.4434108459500017 13.278511569200001 41.863529088250004 190.58777288605003 22.694946929300002 186.52991945525002 11.848158554650002 86.345209775600011 16.515385879350003 22.544947280100004 13.101381023200002 87.184008712350007 317.41815758785003 66.290220196950017 4.9461400813500012 21.084950694200003 71.090898343450007 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 -1 -3 7 5 -5 -6 8 9 12 -11 17 18 14 19 -16 20 -12 23 22 -15 -22 -10 -4 25 -20 27 -27 -28 -30
right_child=-2 2 3 4 6 -7 -8 -9 13 10 11 -13 -14 16 15 -17 -18 -19 24 -21 21 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0095779294172655145 0.0078192399257028932 -0.030814327873157681 -0.026562591486687725 -0.015851190653143863 -0.026899992627083289 0.026547714212586747 -0.0031741856868933624 0.011649029139764552 0.018165388279099439 -0.037930234152138025 0.0068445493926147178 -0.024431847627248895 0.017984925767238008 0.00033932915629189319 0.0040145204308853167 -0.036949880203954705 0.016507000848281366 -0.013503032248251803 0.0068968124675466936 0.027016321578830851 0.010781071539522043 -0.02680987739420098 0.00020371306560890192 -0.0031713744785559798 -0.016907359534175978 -0.016565191412519723 0.011492319225738276 0.021638298804665508 0.001940407131471615 -0.020466379786723794
leaf_weight=7.3582461066544047 12.714676789939402 1.9494837513193477 3.1279249689541748 2.3327451958321026 4.785218524746595 2.7153819128870964 4.2659173319116235 9.1800392307341081 6.0107901412993723 2.7240686342120197 8.0672255852259713 3.8055004831403485 4.5222647162154308 143.12797911092639 2.2628762321546665 1.8096913937479255 5.4661473929882041 4.408727513626217 17.135400636121631 5.3524870425462714 3.925603580195455 5.1324770953506231 5.8021242283284664 3.6414031926542521 2.9301816141232839 8.1894822006579506 7.5221672262996462 1.039728246629237 10.044234537985174 3.0375779531896105
leaf_count=34 61 23 107 34 49 11 27 44 22 19 46 25 27 1368 23 23 24 39 137 16 15 38 26 176 38 281 29 4 96 38
internal_value=0.000445641 0.000124209 -0.000120459 9.14552e-05 -0.00759988 0.00695513 -0.0157177 0.000495689 0.000100499 -0.00267684 -0.0105556 -0.00597552 -0.000229726 0.00134557 0.00928485 -0.0141885 0.00027604 -0.000345839 -0.0016833 0.014854 -0.000306936 -0.0105187 0.00934319 -0.0139798 -1.51417e-05 0.0010387 -0.00232605 -0.0122613 0.00212429 -0.00326242
internal_weight=304.388 291.673 284.315 282.365 14.0993 5.04813 9.05114 268.266 259.086 80.1959 19.0055 16.2815 61.1904 178.89 21.238 4.07257 157.652 12.476 56.6681 17.1654 152.186 9.05808 11.8129 6.76933 49.8988 46.9686 29.8332 9.22921 20.604 13.0818
internal_count=2900 2839 2805 2782 121 45 76 2661 2617 1062 129 110 933 1555 110 46 1445 85 906 64 1421 53 48 283 623 585 448 285 163 134
is_linear=0
shrinkage=0.0230185


Tree=225
num_leaves=31
num_cat=0
split_feature=15 19 8 9 5 3 5 5 3 9 8 2 6 16 8 15 18 16 19 7 18 0 7 0 18 3 5 2 12 2
split_gain=1.16642 1.24715 1.44188 1.40071 1.13841 1.0669 1.35005 4.92717 2.09458 3.45415 1.64862 2.72623 2.80004 1.63058 1.62353 1.61405 1.58009 3.80537 2.85475 2.04182 2.79048 2.87983 2.60821 4.78685 2.60394 2.75023 2.90638 1.8849 1.98532 2.97303
threshold=51.067537391750008 14.651182102100002 8.6432548896500023 20.252602603300002 27.2853332884 108.48197402175002 25.763052016400003 24.779543538450003 103.44111502715002 70.238863950400017 8.8430989333000021 71.847610775600018 16.325381439950004 22.724946859200003 8.7431769115000026 49.670466410250008 12.903279561150002 22.634947069650003 14.051133688400002 22.726915405250001 13.176060655350001 86.388225105700016 22.398098708400003 85.656964494200011 14.255915995100002 93.862138708350017 20.410615048800004 151.19096455890005 143.81891023950001 98.229281563700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 7 10 -8 -10 13 -12 -13 14 16 -9 17 18 -5 22 21 -21 23 -18 25 26 -25 28 29 -24
right_child=4 2 -4 5 -6 -7 8 15 9 -11 11 12 -14 -15 -16 -17 19 -19 -20 20 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.027498087863447547 -0.031306423668778977 0.016447855182138538 -0.00085970337317528523 -0.014935166366251529 0.0039749711782920017 -0.01588337317425173 0.014214517254462034 -0.0339576143960999 0.0077266923517539422 -0.029543496619958233 0.0076368042516906601 0.0077173437111532081 -0.028631158727657549 0.012911602940800251 0.011518542585522238 -0.0013268507467589505 -0.050492070260314888 -0.032768672656867295 0.021321867828349113 -0.03329421270489092 5.7190137400402951e-05 0.00052888726478487157 0.01941575466279441 -0.00054052889798711801 0.016401584766093276 0.017930724988270894 -0.028605829093763125 -0.0043027993473820332 0.03011698985655915 -0.006787709752807093
leaf_weight=1.1596549695823331 1.4448689012788229 6.6660249270498735 5.7290441431105137 2.9538382166065258 0.98411257378756989 2.5637754106428465 10.939043967518957 3.5684591867029658 5.553842660970985 2.2311261212453246 3.9341282593086344 1.8610155275091527 5.0043478384613991 7.0777043104171744 8.3994129784405214 1.3326630508527157 1.1629942343570316 3.1182468570768833 2.6256291717290878 3.321216018870472 176.15613744803704 3.1297608092427254 8.0975611805915886 7.3019020096398908 5.8947893916629246 2.9544120207428923 3.4911048179492354 3.6779125290922812 4.4795578299090257 4.2138542961329213
leaf_count=108 33 25 34 46 11 127 73 67 31 68 20 11 58 30 39 14 28 20 10 31 1711 14 31 78 45 9 53 32 14 29
internal_value=0.000449316 0.000591356 0.00844824 0.000251086 -0.017012 0.000363979 0.000511439 4.5424e-05 0.00707598 -0.00295472 0.000521239 -0.00915543 -0.0187781 0.000942527 0.000590987 -0.025085 0.000196346 -0.0103836 0.00212695 0.000607374 -0.000541313 -0.0168846 0.00568946 -0.000618893 0.00233405 -0.00369801 -0.00961853 0.0121015 0.0156947 0.010447
internal_weight=301.028 298.599 12.3951 286.204 2.42898 285.044 282.481 263.757 18.724 7.78497 258.856 10.7995 6.86536 248.056 240.978 4.90112 232.579 8.69771 5.57947 223.881 182.607 6.45098 41.2741 20.8052 19.6422 13.7474 10.793 20.4689 16.791 12.3114
internal_count=2900 2856 59 2797 44 2689 2562 2390 172 99 2309 89 69 2220 2190 81 2151 76 56 2075 1756 45 319 213 185 140 131 106 74 60
is_linear=0
shrinkage=0.0253001


Tree=226
num_leaves=31
num_cat=0
split_feature=16 10 17 12 5 7 18 13 18 16 5 9 15 16 16 15 18 6 13 15 3 10 18 0 10 4 16 13 16 19
split_gain=4.11582 2.97626 5.94535 4.2313 3.92272 3.34094 3.99872 4.54323 4.16665 3.611 6.70835 3.05114 2.90209 2.69414 2.52046 2.89283 3.08186 3.01783 2.9954 3.25977 2.58613 2.4203 2.39488 2.34657 5.77996 6.22354 3.77937 6.87064 8.39115 14.3011
threshold=18.594956516900002 74.986474174450009 195.53954078470002 107.90491928010002 9.9970238968500009 24.101221167900004 15.064837217800003 98.238948544700023 17.248993197150003 15.919962772200003 13.809011005350003 205.70977008025002 17.991885019200001 17.654958715000003 11.934972090850001 28.452330424200003 14.025183600500002 15.675366252400002 107.54907905045002 22.530191796700006 97.300676657200015 88.436830201100022 14.708525021850003 96.249489528150022 70.284360904350009 162.32075757215003 19.214955067100004 112.82921081865001 19.974953289850003 13.751109481500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 8 -8 11 13 -9 -3 -11 22 17 -17 18 19 -16 -19 -10 -5 24 26 -26 -2 28 29 -28
right_child=23 4 -4 14 5 6 7 9 21 10 -12 -13 -14 -15 15 16 -18 20 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0047769225797806361 0.0026926826679595441 -0.00063194618278070787 -0.0052047203294765861 -0.0050335771211475399 0.002803619664969476 -0.0047271529023702125 -0.0053346860161574035 0.0032538541636536727 0.0010545104542749432 -0.0010808271317758712 -0.0055213748984142864 0.00041553994965303306 -0.0044230316606197863 0.0044799031165319242 0.0019295229837707976 0.0010948491606073997 -0.0054738890060450846 0.0042787541317060047 0.0041284082073226955 -0.0028922852865715365 -0.0047558850988671615 -0.0048447644972209524 0.0021405884776138405 0.0029153600384523308 0.0024948876506593713 -0.0058662997832337888 -0.0060528440705991038 0.00077367032721624884 -0.0068845340614862634 0.0038840538525598727
leaf_weight=4.3540778583846977 17.060434045270085 16.869407046120617 6.6328280773013821 3.4866729974746695 11.642749069258569 3.131130799651145 4.4379507182165971 16.886991970241073 7.3783293552696687 3.5025638118386251 4.1059733312577009 13.67367250472307 5.2918997462838879 3.4504643976688385 9.4636420439928859 2.6277768770232788 3.1127542853355408 0.81774290464818422 6.8802420236170283 3.9705799650400868 2.7836655471473932 1.7087149005383251 1.2650726623833177 8.5822202004492265 2.6246506646275503 5.4923561997711658 4.8423442617058772 166.08667074795812 5.2696574777364722 7.1639544665813446
leaf_count=75 79 425 117 87 54 35 97 70 64 31 60 80 181 11 59 28 47 4 23 44 126 60 11 31 11 59 37 832 42 20
internal_value=0.000243563 -0.000361175 -0.00129716 -0.000628512 0.000100262 0.000619276 0.000182872 0.000461665 -0.00178727 0.00119249 -0.000994533 0.00198392 -0.00153722 0.0016787 -0.000103564 0.000380322 -0.00246699 0.00106376 0.00173181 0.000504403 -0.00270446 -5.47808e-05 -0.00312358 0.000626465 0.000532268 -0.00316269 0.000681911 0.000494825 -0.00218592 -0.000123666
internal_weight=354.597 137.475 45.3951 38.7622 92.0798 69.9185 58.2758 55.1447 13.525 41.6197 11.059 30.5607 22.1613 6.95303 34.4081 29.6564 5.74053 23.9159 20.3145 13.4342 3.60141 9.08704 4.75175 217.122 208.54 8.11701 200.423 183.363 17.276 12.0063
internal_count=2900 1789 621 504 1168 562 508 473 221 252 102 150 606 42 429 331 75 256 126 103 130 124 98 1111 1080 70 1010 931 99 57
is_linear=0
shrinkage=0.00446649


Tree=227
num_leaves=31
num_cat=0
split_feature=16 19 10 17 14 13 7 7 15 13 7 15 6 17 6 18 6 5 19 16 18 6 15 7 6 17 13 16 2 0
split_gain=1.13587 2.33782 2.86286 2.45127 1.61265 1.10806 1.7932 3.15725 1.10078 2.39454 2.27167 1.46396 3.07754 7.90044 2.24761 3.23304 5.614 3.72714 3.5008 3.42296 3.20391 3.06935 2.97378 2.55844 3.88764 2.42538 2.31243 4.63331 3.38291 2.99712
threshold=11.934972090850001 10.650859343850001 90.740838818900016 237.45530840880002 258.86295445700006 95.870416931800023 27.577198718850003 21.061418062900003 46.574831689400007 117.61735474900001 23.539316666200005 42.80317728375001 16.405383309150004 203.93111730270002 16.455384477450004 13.316069313700003 16.565387047600002 22.443872254700004 14.351157895250003 22.674946976100003 13.064341268650002 16.705390318750002 20.742056627150003 22.426784932800004 16.605387982250004 166.83257850275001 112.82921081865001 19.974953289850003 330.71431012540006 86.135510041400025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 7 -6 11 -10 -11 14 13 -13 26 18 17 -17 19 20 22 -18 -16 24 -20 -24 27 28 -2 -28
right_child=8 3 -4 -5 5 -7 -8 -9 9 10 -12 12 -14 -15 15 16 21 -19 23 -21 -22 -23 25 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.02033188838982351 0.0014149620422359646 -0.021315392488642875 -0.020193833200924244 0.0087361614589930234 0.019246397120945665 0.019507956407791818 0.014761297829011548 -0.016817489959301424 -0.017749258538562081 -0.012495283981740801 0.0098765739961172872 -0.022807879282627567 0.0091430297909771089 0.016655264608302595 -0.030565043648898154 -0.03014141113919773 0.010255286264024275 -0.0025759649596369585 -0.017814148122756137 -0.035588682865987556 -0.021399334277833304 -0.012424864650079477 -0.014231957948628379 0.011395589330961379 0.0066887600975765113 0.0062152065476489245 -0.0044184330300290897 -0.017335546067518904 -0.017943649169575832 0.0070975860573675303
leaf_weight=0.88954046368599193 118.47618154296651 4.5271304603666058 2.1102021597325793 1.33087409613654 1.3757349131628851 2.1100097112357616 3.0663769328966737 2.7758523938246071 3.8540720804594439 2.8018803196027875 4.4536154195666313 4.3252985114231732 20.132673496380448 3.460064984858036 1.1214654045179546 5.7528339624404925 5.3504016688093525 2.7457772567868233 3.7036576867103594 1.3703157156705845 3.21360577084124 3.9158422299660742 2.7106389007531098 12.109832702204583 7.269521261099726 11.627791016828267 10.636621411424128 5.5464054346084586 3.52223354903981 43.937501545995474
leaf_count=53 1111 176 238 32 8 10 25 67 76 38 18 38 98 18 48 44 20 13 20 10 24 38 106 45 39 116 60 43 77 191
internal_value=0.000351999 -0.00436327 0.000447905 -0.014488 0.004711 0.00709916 0.00347172 -0.0048668 0.000656038 -0.00534951 0.00123715 0.000902298 0.00512397 -0.00526919 0.000417296 -0.00282031 -0.009809 -0.0212354 5.84853e-05 -0.00589324 -0.0037141 0.000670832 -3.79184e-05 0.00522658 -0.00158144 0.00234973 0.00149979 6.4978e-05 0.000856057 0.00485309
internal_weight=300.224 18.1857 12.3277 5.858 10.2175 9.32797 7.21796 4.15159 282.038 11.1096 7.2555 270.929 27.918 7.78536 243.011 60.8917 17.7649 8.49861 43.1268 20.0438 18.6735 9.26624 15.4599 23.083 10.9732 14.3384 182.119 127.545 121.998 54.5741
internal_count=2900 609 401 208 163 110 100 75 2291 132 56 2159 154 56 2005 523 115 57 408 304 294 58 270 104 59 222 1482 1231 1188 251
is_linear=0
shrinkage=0.019466


Tree=228
num_leaves=31
num_cat=0
split_feature=8 15 17 17 17 16 15 15 5 15 8 18 12 7 16 15 9 0 10 17 15 15 10 4 13 15 16 0 10 6
split_gain=1.05901 2.38034 1.95126 1.59522 1.23889 1.63665 3.16638 1.22694 1.08992 1.51627 1.07893 1.02082 2.70956 2.50115 2.8192 3.7689 1.59004 1.5509 3.68069 4.06154 1.5885 2.46306 1.5632 2.24784 3.01974 1.47025 3.36491 1.39053 2.959 3.54905
threshold=1.6487133604500002 21.073645951400003 201.37020668845003 180.19381692845005 200.96259924040001 14.184966829400002 12.389956812050002 11.896459116400001 4.9081858001500009 6.9561856507500011 2.5480115570500002 16.873483924050003 171.05377706560003 26.565321014450003 17.654958715000003 20.937157557000003 217.37165979795003 98.615332683000005 78.220689305400015 201.37020668845003 24.200063469100005 24.857400662900002 78.494912034700022 342.29488559810005 98.238948544700023 19.112687623850004 9.5499776680000021 96.055920542800024 70.182199495350019 12.380289263450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 10 9 -5 -2 17 -13 -14 15 16 25 27 20 22 -19 -22 -20 24 -24 26 -15 28 -9 -30
right_child=7 -3 -4 4 -6 -7 -8 11 -10 -11 -12 12 13 14 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.022831367860713811 0.0019956845792223942 -0.023810975504581604 -0.022125269009961229 0.018337082233645594 0.025345976893581285 0.015262343580916882 -0.023668194323524235 0.0011839971680345336 0.021638681046247121 -0.024182735104941018 -0.024015666267466932 -0.024908446135588101 0.019333752813403614 0.021830432865253241 0.02127623277827291 -0.024501440984775462 -0.013227196883695898 -0.026170507580252848 0.02099170821574995 -0.025457539931402443 0.017376289254882625 -0.01922647904730369 -0.021687732967703523 0.01751722165990963 0.0060054796404963541 0.025102023981789456 -0.023639248994035925 0.005223735075697576 0.007388174823370678 -0.012137728223796426
leaf_weight=1.0179180342238385 1.228287843987345 2.5238432078622273 1.7091679163277138 0.72185280802659535 1.1585848126560438 2.7399877300485969 2.2633747181389481 186.3909499514848 1.548522333614528 0.76958987256512046 1.6727386640850452 1.2127751237712825 5.5559609979391125 1.6291465559042975 2.6618063282221547 2.6583722801879048 1.563338888576254 3.9112720806151655 2.3966772072017184 2.1809182995930305 1.2343863584101202 2.4118221551179886 2.7342487797141057 3.0220232121646404 4.8519878555089235 1.9985000267624853 1.2993278587236998 29.436579237692058 5.5831849826499846 15.930647502653299
leaf_count=84 16 94 108 15 4 25 84 1315 9 42 107 46 33 13 11 49 38 65 9 37 9 43 76 17 37 10 45 181 77 201
internal_value=0.000346429 -0.00521721 -0.00128328 0.00220234 0.00497157 0.00203678 -0.00479625 0.000632012 0.00925467 -0.0036033 -0.0130025 0.000773954 0.00554631 0.0076731 0.00218762 -0.0033662 0.0052906 0.00043304 -0.00482409 0.00115672 -0.0168418 -0.00683499 0.00561992 0.00214704 -0.00397577 0.0111663 0.0016561 0.000936806 0.000329834 -0.00707044
internal_weight=296.018 14.4528 11.929 10.2198 9.20191 8.04333 5.30334 281.565 3.03997 1.49144 2.90103 278.664 18.5792 17.3665 11.8105 9.14869 6.49031 260.085 22.7433 15.1859 7.55748 3.64621 13.0049 10.6083 7.58624 4.92697 2.92847 237.341 207.905 21.5138
internal_count=2900 465 371 263 179 175 150 2435 66 57 123 2312 245 199 166 155 106 2067 293 176 117 52 139 130 113 68 58 1774 1593 278
is_linear=0
shrinkage=0.0210743


Tree=229
num_leaves=31
num_cat=0
split_feature=6 6 15 0 5 5 5 10 10 13 0 16 13 10 10 2 2 7 5 12 16 16 9 6 3 19 13 9 16 9
split_gain=0.963212 3.53964 1.99103 1.68962 1.5177 2.78152 1.4435 2.78838 2.58529 2.36057 2.14469 1.3122 3.12306 2.9889 2.96532 1.82397 2.27216 1.83548 3.96479 2.8395 2.47147 2.14181 1.60649 1.71808 2.17473 2.04843 1.52452 1.94366 1.50852 1.93247
threshold=13.665319288000001 13.775321858200002 39.283112803100003 97.835679825150024 16.579584939650001 16.892865140250006 17.671168838450004 71.090898343450007 70.026268923800004 107.89051323300002 96.055920542800024 18.844955932300003 103.58091484995002 70.343506983200015 68.214248143850014 68.519383356500015 81.219375828750017 22.969987962250006 14.950964152900001 144.78335471795 17.654958715000003 16.604961170400003 219.79476616820003 11.125259939900001 75.559115756250023 12.350996516100002 98.362617618700014 209.18175024895001 11.599972874200001 37.256168974800005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 8 -8 -7 -9 -10 12 14 -14 -1 -16 -17 19 20 -18 21 22 23 24 -19 26 27 -25 -21 -30
right_child=1 3 -4 -5 5 6 7 9 10 -11 -12 -13 13 -15 15 16 17 18 -20 28 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.022568911723318257 0.015445273446144795 0.010153998641807159 -0.025857595600123091 -0.013703010213320696 -0.019451540484598396 0.019126136105183249 0.00077721236562139048 -0.00068154249636125899 -0.010101340312586093 -0.023911142546155291 0.012256534906601686 0.0073200096416499135 0.0070431315719564147 -0.024058608065550338 -0.023938632912542199 0.016853825433316514 -0.023923131721565655 -0.00017853734932609614 -0.024358471447952931 -0.0025427110739567253 0.018419409429550407 -0.022757518437062207 -0.017317849700062466 -0.023179321737688337 -0.018056389285687355 -0.0084607012072199159 0.017459336067884856 0.014628599900979995 -0.0033026167895443929 0.018595497274530928
leaf_weight=2.3970097638666621 6.6141995824873439 6.6997312158346167 1.3465115427970875 3.3144115284085265 2.7970318235456935 4.6782059818506223 178.01800334989093 3.5922257159836581 3.8898066021502018 3.4681329783052206 3.11776502430439 6.6184619255363932 1.7157431431114663 4.5557809015735984 1.2343588927760709 3.3244539776351294 1.1525135850533832 17.473567393957644 3.0570225594565263 3.3020983347669235 2.5735775064676991 1.8915263623930503 2.2159748394042245 0.98472087923437213 3.2559957066550842 2.6189243737608194 5.7616104297339916 1.2380411112681029 2.1379565899260324 6.7823393195867538
leaf_count=54 34 30 11 36 24 15 1284 38 35 58 12 33 14 77 29 27 34 527 69 55 15 62 71 32 85 27 27 14 39 32
internal_value=0.000296932 0.00097943 -0.00165379 0.000522888 0.000751484 0.00043582 0.000718521 0.000286271 0.00756447 -0.0120922 -0.000154014 -0.0012151 -0.00204984 -0.0155499 -0.00067095 0.000218634 0.000734794 -0.000249431 -0.00235379 0.00621254 -0.000584212 -0.0019642 -0.000791847 0.000376933 -0.00298661 0.00695271 0.0120084 -0.00212094 0.00905419 0.0133471
internal_weight=291.828 216.19 75.6382 209.575 206.261 199.561 196.764 185.078 11.6858 7.06036 7.00757 74.2917 67.6732 6.27152 61.4017 59.0047 57.7703 54.4459 41.071 13.3749 38.0139 35.4404 33.5488 31.3329 20.7296 10.6033 7.98437 2.22276 12.2224 8.9203
internal_count=2900 1566 1334 1532 1496 1466 1442 1380 62 96 47 1323 1290 91 1199 1145 1116 1089 929 160 860 845 783 712 612 100 73 46 126 71
is_linear=0
shrinkage=0.020084


Tree=230
num_leaves=31
num_cat=0
split_feature=7 6 15 17 0 10 2 16 17 18 10 8 15 6 9 10 3 17 7 18 16 13 12 2 17 13 15 0 5 3
split_gain=2.62921 1.92314 4.23736 4.93772 3.17052 4.2004 3.79005 2.66206 3.06483 4.67417 6.78035 2.7604 2.51638 3.88097 3.01743 2.59749 2.23634 2.19972 2.93681 2.58262 3.32511 6.58209 3.26543 3.94275 3.33063 4.74833 3.28849 3.19256 2.81279 3.19655
threshold=29.973557588500004 14.835346625500001 38.469938489650012 209.52161856205001 87.181320254150009 63.910026677050006 317.41815758785003 22.634947069650003 200.83528241485001 14.163996107200001 66.697957758300021 8.2435668022500028 30.416602988400005 15.785368822600002 195.39349636155001 65.727424373200009 89.227236891450005 166.83257850275001 19.874819532250005 15.200392777800003 18.714956236300004 104.27722550570002 139.31809447045003 137.64628208855001 173.06150329755005 109.96062599345002 23.4448654772 98.615332683000005 15.299679811400003 79.892910262550018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 -4 5 6 -3 8 12 -10 16 -12 -6 15 -15 -14 -11 -1 -19 22 21 27 -20 -24 -25 26 -26 -21 29 -29
right_child=-2 4 3 -5 7 -7 -8 -9 9 10 11 -13 13 14 -16 -17 -18 18 19 20 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0034705416151566658 -0.0060270320762963554 0.00046221666309523242 -0.0090455856392085698 0.0026748223347087402 0.0038774298700921649 -0.0065438462742203043 -0.0054969007477944781 0.0049801850519926539 -0.0072901073116682213 0.0060215335679147967 0.0006363347153373974 -0.0074503026748268643 0.0012852653817399771 0.0061716060216051166 0.00073524608124737119 -0.0044126012502855366 0.00056006072059378226 0.0045229911681083047 -0.0029392155426767293 0.0031434478943738915 0.0041784489000955384 -0.0069869466117401169 0.0042173005229117072 0.0036969006646373173 -0.00084117508963257154 0.0041857360940801098 -0.0061845600676853785 0.00059342322087157118 -0.0052573949472913386 -0.0077042676836772163
leaf_weight=5.9596214550547293 2.2347487737424663 109.3898730170913 3.6894434466958037 1.7879140190780161 16.756336826831102 3.1170200197957447 3.6966666728258124 7.2257085740566245 3.0007981471717384 5.3790726400911826 2.3093949109315863 3.6487681558355689 5.205357454717161 5.8047833889722815 8.32881350815296 5.5264887716621161 4.712773010134697 4.8974755825474849 19.373015685006976 13.575333088636397 7.8279126174747935 4.0239813532680264 6.2117629935964969 4.1793376617133644 8.1421170718967932 3.3945898637175551 7.3353930008597663 49.879663317929953 3.2009937874972811 1.6055404767394055
leaf_count=141 165 765 47 10 66 65 47 32 18 20 12 44 21 18 35 32 20 22 173 73 31 64 36 27 104 13 131 606 42 20
internal_value=0.000230126 0.000272604 -0.000225766 -0.00521982 0.000665352 8.47161e-05 0.00026742 0.00165907 0.00126355 -0.000659359 0.000580363 -0.00431591 0.00214369 0.000975355 0.002968 -0.00164892 0.00347109 -2.98285e-05 0.000123601 -4.37467e-05 0.000595005 0.000206948 -0.0010959 0.000124429 -0.000978493 -0.00201389 -0.00337361 0.000631025 7.33911e-06 0.000334664
internal_weight=331.421 329.186 145.084 5.47736 184.102 116.204 113.087 67.8983 60.6726 19.0508 16.05 5.95816 41.6218 24.8654 14.1336 10.7318 10.0918 139.607 133.647 128.75 80.1134 72.2855 48.6362 29.2632 23.0514 18.8721 15.4775 68.2615 54.6862 51.4852
internal_count=2900 2735 1540 57 1195 877 812 318 286 114 96 56 172 106 53 53 40 1483 1342 1320 836 805 484 311 275 248 235 741 668 626
is_linear=0
shrinkage=0.00578826


Tree=231
num_leaves=31
num_cat=0
split_feature=16 2 8 15 19 6 13 6 5 19 10 2 17 7 16 15 18 19 17 6 6 7 0 7 5 17 6 6 0 9
split_gain=0.917207 2.77041 2.50988 2.05438 1.93969 1.58604 1.40422 1.38729 2.61417 1.94886 1.49394 1.36042 1.15667 2.2363 1.76881 1.11613 1.10709 1.79001 1.95232 1.27233 2.99586 3.00395 3.17079 3.96263 2.42389 1.46719 1.3704 2.79062 2.35722 3.38008
threshold=13.534968349350001 219.74617996645003 2.8477776226000002 13.029010608550001 10.350835137000002 3.6650856341500009 98.238948544700023 5.1551204485500008 2.7861270712500006 11.850956171350001 80.468240302450013 220.59538940565002 242.64190980425005 26.920108561550006 17.654958715000003 5.4774945026000008 16.915500282450004 12.150980378200002 194.58701840130001 13.075305502400001 11.730274075950001 25.614006978800003 95.590817286200021 20.778835947700006 15.299679811400003 208.46089438445003 13.825323026450002 13.665319288000001 94.047642319350018 206.50942114985003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 11 -5 8 -2 10 -9 -3 13 16 -15 -13 17 18 -11 20 21 22 23 -19 -21 -22 27 -26 -28 -30
right_child=7 2 -4 6 -6 -7 -8 9 -10 12 -12 15 -14 14 -16 -17 -18 19 -20 24 25 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=-0.022686849830425331 0.0059224877431982015 0.026521884259905423 -0.015842571478489043 -0.023179279091565794 0.0098161489026367729 0.011005091458077579 -0.0040817347733852257 0.0043694819889100543 -0.023430991256326764 -0.027315460009013109 0.022625599738098894 0.0098075235017561473 0.013431162669152411 -0.025151506245609953 0.0018906759355899728 -0.02276583472248226 0.013044433011446539 0.011635969652269431 0.0041634156236945007 0.018131871438194263 -0.027272639658852949 -0.020428508400350619 0.014640172333190388 -0.02951608580583311 -0.0049282198381703371 -0.00043791490462054196 0.0014361231477126326 0.016308818564637652 -0.00024249491621724942 -0.016179759539214453
leaf_weight=1.137839867966252 2.5657279863953582 0.45621085166931097 2.7012400762177995 5.5457218037918192 3.1178352241404355 9.5002932436764223 2.5527428546920419 5.8857155917212349 2.9744771998375654 2.1485425895079966 3.1107993274927139 0.6629872850608084 3.1428390052169553 2.7454468896612516 1.8303496167063711 1.7080884131137279 3.2553126420825711 2.1175630409270543 1.5326210819184778 3.7795536480844012 3.2515076007693997 2.5440005715936413 6.5269160307943821 2.1320291385054588 4.6226001530885679 1.2929030898958442 172.03503584815189 7.1614851905032992 19.362161824479703 8.7826270340010506
leaf_count=121 31 1 109 261 59 75 39 49 152 40 16 31 23 51 16 104 21 12 9 16 58 34 36 30 50 12 1145 38 148 113
internal_value=0.000325799 -0.00338537 0.00275955 -0.0108607 0.00112582 0.00683568 -0.0171595 0.000712491 -0.00983708 0.000939681 0.0106821 -0.00717445 0.000586639 0.000421952 -0.0143345 -0.0136578 0.000702658 0.000533344 -0.0142095 0.000765659 -0.00469902 0.000397566 0.00531396 -0.0090101 0.00121817 -0.0196381 0.000916579 0.00797806 0.000500887 -0.00521574
internal_weight=290.183 27.383 15.0288 12.3541 4.25568 12.3276 8.09846 262.8 5.54021 257.26 8.99651 2.82729 248.263 245.121 4.5758 2.37108 240.545 237.29 3.68116 233.608 17.8649 13.3205 10.7765 4.24959 215.743 4.54441 211.964 11.7841 200.18 28.1448
internal_count=2900 800 320 480 180 211 300 2100 183 1917 65 136 1852 1829 67 135 1762 1741 49 1692 182 112 78 42 1510 70 1494 88 1406 261
is_linear=0
shrinkage=0.0213079


Tree=232
num_leaves=31
num_cat=0
split_feature=15 10 5 5 3 2 9 19 10 16 15 6 17 9 9 6 18 9 19 6 0 3 0 17 9 12 5 13 7 2
split_gain=0.903857 1.30754 1.09431 4.71442 2.23786 1.69023 2.34222 2.56935 1.59207 2.03844 1.85998 1.45314 1.20944 1.40865 1.08455 2.4403 1.93008 1.3351 2.22247 2.69499 2.09373 4.6094 2.00412 2.50551 1.82331 2.41013 2.72192 3.17019 1.83076 1.70825
threshold=51.067537391750008 54.884872733100003 25.763052016400003 24.779543538450003 97.703945376750013 299.31602032135004 71.82068887245002 14.351157895250003 60.474177186300004 22.704946905950003 42.80317728375001 16.425383776450001 162.59969366065002 36.840849807250002 37.256168974800005 2.7550643716500001 16.433295803950003 187.70546222865002 14.451165964200003 16.545386580300001 85.716110573100011 94.187442142150019 103.44649194340002 242.64190980425005 185.90443620030001 142.72328397895004 20.102686929350003 105.64833915220002 27.952168727600004 292.80063980640006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 -6 -8 -3 12 -11 -5 13 -10 15 16 -14 18 19 24 21 -19 -22 -24 25 26 27 -16 29 -27
right_child=-2 2 4 11 5 -7 7 -9 9 10 -12 -13 14 -15 17 -17 -18 20 -20 -21 22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.021178545885230087 -0.012193174263655411 -0.016574965296544616 0.015135468474960131 -0.0070275839533761294 0.012022262448927654 -0.015647581791689791 -0.018733360183236372 0.0054658305765825895 0.013293247817520542 0.0013769846742097832 0.017642175337619706 -0.027936662413809831 0.013645911511876382 -0.022237451876669048 -0.019681030770004 -0.014884608081067358 -0.011257709728178489 -0.023009935706289401 0.013909896151110851 -0.019622379972682805 0.00068340255284572618 0.0094383109747172411 -0.021711218412667564 0.0087398983768081917 0.014151199776975938 0.002080450780246856 -0.021331522390894812 0.014053230167219724 -0.013489351701257948 0.012938661752625794
leaf_weight=1.1051204747054715 2.2740337904542676 2.1379512171261004 5.9296539486385909 2.3959441222250453 6.4954031044617278 2.1227928875014177 2.9282669753301889 4.2212817035615444 0.57807259948458467 5.9652786366641504 5.1727491654455662 2.8891345341689885 3.1797397676855308 1.8368287364719433 1.7257655714638511 5.5774925108999014 1.996187900425866 4.4911025054752818 6.999062154442071 2.1861624931916586 166.78141641709954 2.8010392752476037 3.3890393314650273 1.5524963275529442 5.0632700705900779 17.243930276017643 3.484417300671339 3.016477569937706 2.126129991374909 8.5354129695333523
leaf_count=91 44 37 33 28 46 25 91 23 32 29 19 59 18 88 49 202 143 45 26 15 1101 25 161 34 25 234 32 15 69 61
internal_value=0.00027195 0.000371786 0.000455993 0.000100058 0.00473962 0.000830138 0.00339363 -0.00444552 0.000483419 0.000627171 0.0089309 -0.0184577 0.000245881 -0.0137322 0.000386442 -0.00577499 0.00404139 0.000675273 0.00352993 0.00185526 -0.000128121 -0.010546 0.00031427 -0.0121443 0.00299504 0.0014317 -0.00801073 0.00177688 0.00421537 0.00567555
internal_weight=286.202 283.928 282.823 261.125 21.6974 15.7677 13.645 7.14955 255.84 253.702 11.138 5.28508 242.564 2.4149 240.149 10.7534 5.17593 229.396 50.3806 43.3816 179.015 7.29214 171.723 4.94154 41.1954 36.1321 8.22666 4.74224 27.9055 25.7793
internal_count=2900 2856 2765 2547 218 185 160 114 2460 2423 48 87 2375 120 2255 363 161 1892 526 500 1366 70 1296 195 485 460 96 64 364 295
is_linear=0
shrinkage=0.0198508


Tree=233
num_leaves=31
num_cat=0
split_feature=16 6 7 10 15 7 0 6 13 14 16 13 6 2 15 7 15 0 18 15 3 16 5 18 17 18 9 7 9 7
split_gain=3.24783 2.35563 2.42578 2.97509 2.27373 2.23768 2.04792 3.58148 3.69183 3.65538 3.33777 3.24217 3.74185 6.59502 4.00996 3.4724 6.01964 3.0498 3.35112 3.39947 3.02545 2.89072 2.45501 2.36005 2.33677 2.25962 2.0859 2.63031 2.08269 2.83848
threshold=18.594956516900002 15.675366252400002 19.468732114900003 65.555363052850012 32.540328261750005 29.973557588500004 86.530713386650021 16.375382608200002 117.38883580790001 384.93581166080008 22.614947116400003 117.38883580790001 15.785368822600002 228.97475477770004 33.005488016050009 25.396105459650006 29.334060236450004 93.972365491700018 14.405580508350001 37.576156502300009 92.751805500450018 18.744956166100003 20.361635946650004 14.873215527100003 201.78545703200004 14.047116609550001 198.36365860590004 24.252468908850002 186.67271206880002 23.789355599150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 8 -2 22 11 12 13 15 24 16 21 18 19 -18 -13 -8 -9 -19 -14 -23 -12 -28 -24 -30
right_child=6 -3 3 4 -6 -7 10 9 -10 -11 26 20 14 -15 -16 -17 17 23 -20 -21 -22 25 28 -25 -26 -27 27 -29 29 -31
leaf_value=0.002629584057641925 0.0013045718091863148 -0.0028914642264289145 -0.0045204437309052069 -3.8216779029540632e-05 -0.0042832333887254477 -0.0041029565951840865 0.004057679340336625 0.0032368869236426251 -0.0048968729337930802 -0.0033576719571622548 0.0038446313269434704 -0.003767690788962753 0.0016748252916258712 -0.0045817687673414525 0.0031890417480307737 0.0031221745776530379 -0.0035434288278488792 -0.0058129208130467533 0.0020536832445201447 0.0011326440069514263 0.00041829337405219902 0.0025837665642927262 0.0012397983849224562 -0.00047933701958530862 -0.0019589472204078473 -0.00119209983375108 -0.0012485561959488742 0.0025563761260386742 -0.00037429273820909468 0.0026843604260430791
leaf_weight=4.6149032264947882 2.3030136227607718 5.1693358137272289 2.5218852567486456 110.22339766891673 2.0725594917312256 2.1461776667274526 6.2247813791036632 4.7262318581342688 4.2380527481436729 4.0507236029952756 8.2538577839732188 4.8837655559182149 6.591912508010866 4.1472908630967131 16.961958289146423 7.2049547955393782 6.2051657065749186 3.3826184384524813 5.703431222587823 3.958109125494957 5.9579125270247459 4.7528992965817434 26.160081189125776 2.084065455943346 4.7207728996872902 5.1145536005496979 4.2130856215953818 8.5656026452779752 52.708959365263581 5.1795404814183703
leaf_count=29 10 197 58 1276 66 163 21 15 41 44 27 30 26 41 60 26 35 42 25 15 24 18 157 14 29 31 21 38 299 22
internal_value=0.000212742 -0.000284872 -0.000174044 -0.000284663 -0.000191322 -0.00011585 0.000515545 0.000106242 -0.00271344 0.000304934 0.000888925 0.000551322 0.000835357 0.000173879 0.0019765 0.000615797 0.000133284 -0.00123999 -0.000365003 -0.00172232 -0.00146733 0.00195383 0.000472056 -0.0037796 0.000158455 0.000626638 0.00229975 0.0013019 0.000316584 -0.000100621
internal_weight=335.042 126.748 121.579 116.964 114.442 112.37 208.293 99.3666 6.54107 92.8255 108.927 87.8942 77.0525 48.7779 28.2746 44.6306 37.4256 21.3334 15.8667 10.1633 10.8417 16.0922 88.7748 5.46668 11.3127 9.86745 21.0325 12.7787 84.0486 57.8885
internal_count=2900 1789 1592 1563 1505 1439 1111 588 51 537 523 437 383 268 115 227 201 131 75 50 54 70 493 56 55 49 86 59 478 321
is_linear=0
shrinkage=0.00394257


Tree=234
num_leaves=31
num_cat=0
split_feature=16 0 0 16 13 3 0 5 3 2 15 5 10 5 6 13 13 6 19 17 9 13 10 10 19 7 13 16 8 10
split_gain=4.81057 3.0999 7.17996 4.11256 5.27756 6.79934 6.45762 4.82112 3.75658 3.65677 2.98343 2.61304 3.02536 2.72148 2.30234 2.52431 4.64686 2.37456 5.49452 3.38932 6.1661 3.44609 2.6363 2.62504 2.75787 2.36429 3.04323 3.47763 3.90661 4.41096
threshold=18.594956516900002 96.249489528150022 94.047642319350018 19.214955067100004 112.82921081865001 89.227236891450005 92.031298721500022 18.092020786850004 84.807411725000023 132.99388411665004 32.540328261750005 23.803605515150004 65.630639880500027 19.812684199800003 15.675366252400002 108.61908538635001 107.97116697695002 13.665319288000001 12.851036860900001 194.94351320275004 205.88909726980003 103.90352982555002 71.787208999250012 78.220689305400015 9.4507625164000029 22.969987962250006 98.238948544700023 9.6249774926000011 7.1444245619500011 87.33187390945001
decision_type=2 2 2 2 2 2 2 2 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 9 6 -6 -5 -8 -4 -2 14 12 13 -7 15 16 17 23 19 20 21 -19 -20 -1 -25 -26 27 -27 29 -29
right_child=1 -3 8 4 5 11 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 22 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.00131765170467737 0.0035263627102330893 0.0026758241967841556 2.307969562834336e-05 -0.0054596373869652791 0.0030703618020709055 0.0029640897590467534 0.0020852180603589702 -0.0028616412578959388 -0.0040433120044804415 -0.00037217155114787964 -0.0040285581733479547 -0.00039009013669575503 -0.0021505411280654209 0.00068488841461779683 -0.0027065586931533251 0.0020841977123218689 -0.0046588095089563301 -0.0019037919439129801 0.00052245254860244306 0.0031402224220478223 -0.0042133212946817216 0.0023833684573090234 -0.0047421850772176952 -0.0038975286726498754 0.0027612102016172846 0.0011077244537192213 0.0010727241914505544 0.00079332517902985637 -0.0041693477132347728 -0.0032722538773508388
leaf_weight=30.686427839100361 11.295255146920679 8.8062494173645955 5.4195567667484266 4.1517550088465205 14.293393693864344 7.478024221956729 5.9274478778243047 4.684802483767271 6.8077421672642231 4.4564577229320994 2.81564971897751 37.725765367038548 4.6780764237046233 100.11739985644817 4.835889045149087 6.4104386642575255 3.111304957419633 3.2020836882293287 2.0710566136986008 9.3470891863107664 3.1299574226140967 11.202832311391829 3.2393280938267708 2.3050306318327776 4.3137369649484745 9.1317905136384088 19.486676731146872 10.074995644390585 5.6773758586496106 5.468236342072486
leaf_count=373 39 31 30 35 51 26 20 32 60 34 70 317 22 414 193 29 34 40 15 32 23 46 36 171 24 144 138 129 148 144
internal_value=0.00021947 0.000558123 0.000468047 0.000638079 0.000481024 0.000668586 -0.00160615 -9.85844e-05 -0.00224095 0.00242339 -0.00031599 0.000439722 0.000718552 0.000843296 -0.000237802 -0.000145153 -0.000261865 -0.000147229 0.000698593 0.00136779 0.000422978 0.00143037 -0.00268897 -0.000459688 6.64008e-06 0.000172822 -5.12114e-05 -0.000772794 -0.00158203 -0.000636979
internal_weight=352.352 215.842 207.036 194.808 179.057 164.293 14.764 10.6123 12.2273 15.7517 136.51 149.999 112.274 107.595 133.694 128.858 122.448 119.337 32.1923 26.882 17.5349 14.4049 5.31038 87.1443 56.4578 54.1528 49.8391 30.3524 21.2206 15.5432
internal_count=2900 1111 1080 990 917 830 87 52 90 73 1789 779 462 440 1719 1526 1497 1463 192 141 109 86 51 1271 898 727 703 565 421 273
is_linear=0
shrinkage=0.00364444


Tree=235
num_leaves=31
num_cat=0
split_feature=8 9 0 9 17 0 6 5 3 10 17 10 0 5 3 12 10 14 8 8 10 0 6 16 19 7 2 5 16 3
split_gain=4.11274 6.52181 5.41724 3.32903 3.20769 2.98976 5.71154 3.08236 6.55566 4.80815 2.71156 2.59191 7.29805 6.17407 6.13936 3.76685 2.88636 4.45475 5.18617 2.83688 2.77327 5.02946 5.14083 4.38816 4.82594 5.00291 3.56566 2.87353 2.62802 2.88002
threshold=4.9461400813500012 75.115715165350011 103.44649194340002 186.67271206880002 242.64190980425005 85.716110573100011 16.465384711100004 30.133297129900004 94.92945658615001 61.928633034850002 189.27091549140002 66.697957758300021 92.031298721500022 20.766972852450003 89.227236891450005 312.84386831240005 65.555363052850012 168.39662374755002 8.8430989333000021 8.7431769115000026 70.182199495350019 96.055920542800024 14.815346158200002 18.714956236300004 12.651020723000002 27.698174638300006 227.83308446245005 17.369804050850004 22.694946929300002 93.308316333450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 -5 8 9 -8 -11 14 -13 15 -7 20 17 -16 19 28 -14 22 -22 24 -23 26 27 -26 29 -19
right_child=2 -3 4 5 -6 11 7 -9 -10 10 -12 12 13 -15 16 -17 -18 18 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00021147938908817846 0.0016112220890962419 -0.0039507079198543918 -0.0039481539948049114 -0.0053414285140976035 0.00057291187688427901 0.0029497346570763901 0.0023482669498118142 0.0026412254546910011 -0.0040308360334952355 0.00053335845271009212 -0.0051756876212741285 -0.0038918534019215258 0.0017537659854310523 -0.0046165802879459929 0.0029582071755312679 -0.0037162382911151057 -0.0020525014324417278 0.00070454316727577068 -0.0031710311706651482 0.0028242671312632322 -0.0031398888124839642 0.0011910318463884838 0.0013135996412876206 0.0035414556951063694 -0.0035773349458449099 0.0030755606563548431 0.0026415342065704388 0.00091625941671673696 0.0027699925174406292 -0.00092868916262648152
leaf_weight=60.822198420297354 30.172495989128947 6.5716806296259156 5.6673174817115051 3.1081087607890394 3.0796867087483406 15.438092246651648 7.691690802574163 4.0295237321406594 5.5223665852099648 2.0703726904466748 2.1628667563199997 5.5713966041803351 20.330092065036297 3.1346056004986158 9.7304047942161542 2.6534996507689348 5.2083492949604979 46.348477840423584 4.8471697419881812 6.8363210111856452 9.5626263376325351 32.447476604022086 5.0288479272276154 6.332175910472869 9.8644092213362473 2.923268422484397 1.7885270789265622 2.2158907670527688 5.5775044336915007 19.50565523840487
leaf_count=900 126 217 209 39 45 53 29 14 72 20 25 42 73 48 28 34 24 183 32 23 120 205 28 19 123 11 10 15 23 110
internal_value=0.000214411 -0.000576097 0.000405466 0.000494905 -0.00235636 0.000354521 -0.000823535 -0.000169709 -0.000818905 0.000668521 -0.00238353 0.000489015 7.60662e-05 0.000305673 0.000859613 0.000471318 0.000530534 0.000675435 0.000408187 0.00062985 0.000594108 0.000258092 -0.00160503 0.000747291 0.000387964 -0.00116381 -0.00205738 -0.00275307 0.000419834 0.000220788
internal_weight=346.243 67.3939 278.849 270.102 8.747 239.93 24.5849 21.4768 17.4473 11.9249 4.23324 215.345 101.853 96.2814 113.492 93.1468 98.0539 92.8455 83.1151 78.268 90.4933 70.1632 14.5915 55.5717 49.2396 16.7921 13.8688 12.0803 71.4316 65.8541
internal_count=2900 1117 1783 1529 254 1403 199 160 146 74 45 1204 728 686 476 638 423 399 371 339 604 531 148 383 364 159 148 138 316 293
is_linear=0
shrinkage=0.0035658


Tree=236
num_leaves=31
num_cat=0
split_feature=16 0 4 10 16 4 6 0 6 6 18 6 18 16 16 0 13 16 19 7 4 10 17 15 5 16 13 9 18 0
split_gain=6.17011 3.45803 4.66045 6.30844 3.76167 3.66794 7.09862 3.28236 3.04801 2.89025 2.87837 2.83229 4.05286 5.72937 4.92817 4.51104 7.26114 4.73693 6.5019 3.01537 2.81529 3.14679 4.19024 2.78523 2.98502 3.08208 5.11763 4.51046 5.73843 4.1761
threshold=18.594956516900002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 310.49012963040008 15.925372093750001 86.280686780500005 16.375382608200002 15.675366252400002 15.232298661650001 16.455384477450004 13.809421053700001 20.719951547750004 20.394952307700002 96.249489528150022 109.34496908160001 19.214955067100004 13.751109481500002 23.496712412700003 390.96858665540009 61.944763783650011 192.34053301495001 32.540328261750005 12.294714844000003 15.919962772200003 108.61908538635001 191.87997069285004 17.552559642400002 95.762878606550018
decision_type=2 2 2 2 2 2 2 2 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 7 5 11 10 20 -2 23 -7 12 -3 14 15 16 -14 -18 -19 -13 21 -4 -23 24 -1 -26 27 29 -29 -27
right_child=1 4 3 -5 -6 6 -8 -9 -10 -11 -12 19 13 -15 -16 -17 17 18 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00067574788286806683 -0.0014496373186589587 0.001661701992272579 0.00035345365308997445 -0.0027271956099319651 0.0015620273146425361 -0.0037697584074884503 0.0008558959692957749 0.0016272422353740539 0.00064823059005574316 -0.0018979831726890261 -0.00038322538987579284 0.00046920782751240969 -0.0023625981154414086 -0.0019886304639272923 0.0022929473147385859 0.002097867558796112 0.0020579933613388795 -0.0028020093082935598 0.00087010991377803304 -0.0022020898859295103 -0.0026036383800270382 -0.0034210994049945877 0.00020289118076456273 -0.0026493540818077169 0.00043919997598216838 -0.0010109158152466233 0.0014367029687832301 -0.0025628904282600055 0.0012040570420590231 0.002292676499652084
leaf_weight=37.517942752223462 4.2907908149063578 24.024282611906528 18.236000824719675 6.4025018624961367 23.435697704553604 4.016256369650363 8.1034077331423742 5.2167865335941306 59.000682435929775 5.7264311891049138 2.2681227587163448 6.961902014911173 6.4061340056359795 4.9793711602687827 9.1999737173318845 6.5206553712487212 7.6952233612537411 4.1429024934768668 8.4952152669429761 3.7578859701752663 3.1112018115818492 3.4853431135416022 3.9098282493650913 2.5333745973184696 61.245655857026577 5.4868897218257242 6.2604985386133185 11.903803901746867 2.9057628065347663 3.7004058957099915
leaf_count=800 25 78 101 72 86 37 33 16 273 197 15 26 63 29 30 20 22 30 33 21 30 47 24 66 470 49 29 153 14 11
internal_value=0.000174433 0.000420602 9.90685e-05 -0.000539056 0.000698319 0.000488717 -0.000630663 -0.000126514 0.000506007 -0.00022663 -0.00254751 0.000684686 0.000857477 0.000450201 0.000736207 0.000305603 -0.000131457 0.000571477 -0.000333648 -0.000467232 -0.000444824 -0.00018278 -0.0015051 -0.000153878 -0.000104878 0.000129189 -0.000498322 -0.00100315 -0.00182378 0.000319686
internal_weight=360.941 223.66 103.653 40.3617 120.007 96.5713 14.3878 33.9592 63.2915 137.281 6.28438 82.1835 71.4638 47.4395 42.4601 33.2601 26.7395 20.3333 12.6381 10.7198 28.7424 25.6312 7.39517 131.554 129.021 91.503 30.2574 23.9969 14.8096 9.1873
internal_count=2900 1111 588 290 523 437 85 218 298 1789 52 352 305 227 198 168 148 85 63 47 202 172 71 1592 1526 726 256 227 167 60
is_linear=0
shrinkage=0.00240323


Tree=237
num_leaves=31
num_cat=0
split_feature=16 15 13 7 10 5 6 7 15 2 4 5 17 18 7 0 15 16 13 0 5 3 9 0 13 7 10 15 5 2
split_gain=4.16699 3.27667 3.84179 3.6681 2.66107 4.19236 2.45954 2.54228 2.46734 2.20781 3.07899 6.0094 4.10217 3.86347 2.15968 3.75018 5.67901 3.32335 5.72556 6.78077 5.053 4.02561 2.66781 3.92191 4.55721 2.5612 2.55942 6.27449 5.6709 2.8655
threshold=18.594956516900002 46.574831689400007 117.61735474900001 23.539316666200005 59.74022811670001 28.372909273050002 15.675366252400002 29.973557588500004 32.540328261750005 341.79242736145005 309.48890441440005 21.377246852200006 199.14656950540004 14.752187928300001 25.396105459650006 94.047642319350018 27.288673764350005 19.214955067100004 112.82921081865001 92.031298721500022 18.092020786850004 89.227236891450005 186.67271206880002 85.716110573100011 117.66037007905001 24.976928324600003 64.434276012450013 34.279674133750014 20.206488238950005 87.122651665300012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 -2 7 8 -1 10 14 13 -13 -12 15 17 -17 -6 19 -19 -21 -20 -23 24 -24 -18 28 -28 -25 -30
right_child=1 2 3 -5 9 -7 -8 -9 -10 -11 11 12 -14 -15 -16 16 25 18 21 20 -22 22 23 26 -26 -27 27 -29 29 -31
leaf_value=-3.1415228840528175e-05 -0.0035846853189174114 -0.0033539743118893659 -0.002329713747342648 0.0020633013774476465 0.0025364349330880393 0.00025765897060763931 -0.0024734550298301061 -0.0035020368562754941 -0.0036489664347331523 0.0027234179820841671 -0.0056870545626218757 -0.0020041403660765009 0.0017055137070981397 -0.00038982391601636803 0.0026187455850214406 0.0027218681050021286 -0.0040948269135552377 -0.0052091132703787693 0.0031070429303850971 0.0021456849051038267 -0.0027042534899045303 0.0017951290516453927 -0.0035223961668023954 0.0037775410809808415 0.00063770283730607709 5.4410452415856815e-05 -0.0034803701218243566 0.0019667207915350085 0.00278866455812328 0.00041163097593878894
leaf_weight=119.19217887893319 4.1643068287521627 5.2215073984116307 3.6099644862115365 5.252692237496376 12.322803098708389 13.753570921719072 5.4231025376357129 2.5176987438462666 2.1607702979817978 5.9796998277306548 3.4466463811695602 4.8229558244347563 11.027808491140602 2.8161650858819485 7.118789453059434 2.9873081818222982 5.1183659695088863 3.7171100676059714 9.0089856758713704 5.7439950704574567 4.1763185784220695 22.840788371860981 5.4997857883572561 7.4716165140271178 6.4291267842054367 2.4889171533286572 4.9012963548302633 4.6282322034239769 6.4139874577522269 51.914048787206411
leaf_count=1363 49 76 38 18 46 100 197 164 65 22 28 30 43 18 25 11 54 29 31 18 25 76 44 20 26 16 26 15 18 209
internal_value=0.000217277 0.000495245 -0.00107107 0.000273925 0.000600901 -0.000635343 -0.000261884 -0.00016506 -9.58281e-05 0.00071695 0.000652059 -0.000522615 0.000576767 -0.00330508 0.000811636 0.000728993 -0.001198 0.000869725 0.000715004 -0.00134423 0.000103926 0.000950779 0.00077434 0.000507137 -0.0012803 -0.0027373 0.00079019 -0.000834867 0.00102554 0.000673019
internal_weight=352.171 222.877 14.0842 8.86266 208.793 17.9179 129.294 123.871 121.353 190.875 184.895 22.1136 15.8508 6.26281 162.781 155.663 10.5946 145.068 132.745 13.6374 9.92031 119.108 110.099 87.2581 11.9289 7.60728 75.3292 9.52953 65.7997 58.328
internal_count=2900 1111 132 56 979 149 1789 1592 1428 830 808 119 73 46 689 664 81 583 537 72 43 465 434 358 70 70 288 41 247 227
is_linear=0
shrinkage=0.00335508


Tree=238
num_leaves=31
num_cat=0
split_feature=6 0 10 6 0 0 17 9 9 7 7 16 10 16 3 19 2 7 10 0 19 17 17 4 16 19 0 8 8 9
split_gain=6.36622 4.80933 4.63234 3.87169 6.0858 4.42652 5.88594 3.32176 5.30347 3.13454 3.86839 2.60127 4.78045 7.12619 5.8576 5.13959 2.55423 2.54366 3.07518 3.73324 3.61006 3.13572 3.863 3.05071 2.68514 4.14092 4.79383 5.29817 4.30267 3.76977
threshold=13.665319288000001 85.716110573100011 62.00390986255001 13.775321858200002 93.972365491700018 94.776214472700005 191.40027208745002 206.50942114985003 213.24207352880003 24.673428656250003 24.071745547300001 19.214955067100004 66.697957758300021 19.974953289850003 89.227236891450005 13.851117550450002 148.65120700310004 29.973557588500004 78.220689305400015 97.671683879200017 13.351077205700003 212.86611723275004 195.76335783930003 274.67316291360004 17.924958083650004 12.651020723000002 102.65877371115 5.5456722124000004 1.9484794260000002 192.53043113735001
decision_type=2 2 2 2 2 2 2 2 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 -3 11 6 -6 9 -9 10 -7 -5 14 15 -13 -14 -10 18 19 21 -21 22 -1 -24 25 26 -20 28 -28 -27
right_child=1 3 -4 4 5 7 -8 8 16 -11 -12 12 13 -15 -16 -17 -18 -19 24 20 -22 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=-2.5478076977271354e-05 9.4856255935513899e-05 0.0029165242121435807 -0.002460635661041378 0.0022340428240203553 0.0010470965521662983 0.0014000582914550446 -0.0044178388116190336 -0.0036425632835063119 0.0025419893541308433 0.0022894317859944464 -0.0028451226827972188 0.0031889332969275712 -0.0018625774749027213 -0.0046504390938510495 0.0007906105869365023 0.0029613878602050719 -0.001453939782373487 -0.0034979931448720697 0.0017022712893493483 -0.0032268671453357855 0.00035993357805773801 0.0029173375636298167 0.00013103898894811997 -0.0053036521161938816 0.0036177976117456718 0.00058443063154530914 -0.00035592891767627913 -0.0027148133878161043 0.0031559669123053988 -0.0040896480759821724
leaf_weight=20.115412472747273 46.895910286810249 8.8342553675174695 9.3937976909801346 16.230125673115253 3.3936127424240095 5.7198081649839896 6.0523846819996834 5.5216254349797946 3.8236310482025146 9.9829585850238782 4.0417724102735519 12.529162488877772 4.8973423689603788 4.1709071956574908 108.83486022800207 4.8499857038259506 3.2778921853750944 2.9114365433342746 18.331689822487533 11.887094411998989 4.186256978660821 3.0116515960544339 1.7987401410937298 3.1097706314176321 2.3510699383914462 3.161442842334508 18.403284034226097 8.2831761278212053 4.8669326417148104 4.7856586202979088
leaf_count=189 423 33 147 72 17 25 79 60 16 42 34 42 29 37 464 13 33 165 126 158 26 11 15 33 8 41 305 178 19 60
internal_value=0.000244802 0.000527076 -0.000331612 0.00076617 0.000667907 -0.000453921 -0.00245448 0.000129911 -0.0012009 0.000980728 -0.000357655 0.000977504 0.000826754 -0.00101705 0.0010382 0.000537687 0.000697565 -0.000435712 -0.000350225 -0.00101647 -0.0022927 -0.000284779 -0.000670156 -0.00331209 0.00013807 -3.39199e-06 0.000351365 -0.000433477 0.000378579 -0.00223025
internal_weight=365.654 258.45 56.2897 202.16 193.326 41.8137 9.446 32.3677 12.6231 19.7445 9.76158 151.512 135.282 13.9182 121.364 9.74733 7.10152 107.204 104.292 44.1089 16.0734 28.0356 25.0239 4.90851 60.1833 57.8322 49.8851 31.5534 23.2702 7.9471
internal_count=2900 1566 570 996 963 306 96 210 109 101 59 657 585 79 506 42 49 1334 1169 432 184 248 237 48 737 729 628 502 324 101
is_linear=0
shrinkage=0.0033216


Tree=239
num_leaves=31
num_cat=0
split_feature=16 19 10 17 2 3 16 15 5 15 16 10 15 19 15 17 17 8 6 18 6 16 17 15 6 13 16 2 0 9
split_gain=1.12176 2.1001 2.53594 2.12326 1.3012 1.0915 1.51778 0.993206 2.3158 1.98061 1.79771 1.28742 1.05512 2.76251 4.18067 2.94017 2.01732 3.58043 1.61871 3.21022 4.75082 3.8262 2.61039 3.87649 2.58186 2.27625 4.2766 2.85895 2.58621 2.66117
threshold=11.934972090850001 10.650859343850001 90.740838818900016 237.45530840880002 166.57119979220002 108.48197402175002 21.084950694200003 46.574831689400007 25.556820288350004 51.067537391750008 22.644947046300004 61.923256118600001 42.80317728375001 14.451165964200003 44.34858359035001 190.94194574995001 199.30127897920002 8.3434888241000014 16.455384477450004 13.316069313700003 16.565387047600002 22.614947116400003 188.07781354100004 37.576156502300009 16.635388683200002 112.82921081865001 19.974953289850003 330.71431012540006 86.135510041400025 186.67271206880002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 7 -7 12 10 -10 -9 -11 18 14 -14 -16 17 -15 25 22 21 -21 23 -20 -22 26 27 -2 29 -27
right_child=5 3 -4 -5 -6 6 -8 8 9 11 -12 -13 13 16 15 -17 -18 -19 19 20 24 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.017467085630682652 0.0017596754537205894 -0.02580387522302055 -0.024450769541279418 0.0090030373483900965 0.0089142868732624281 -0.024935692300436234 0.015335797726397747 -0.031646376627423006 0.0145733201968152 0.0073186615889462465 -0.0031454900849766047 -0.028254732692816892 0.010822597496719637 0.021263680556990218 0.00080862197319923185 -0.029863812935852656 0.025053640177758997 -0.010113084085228392 0.0018329837798959508 -0.03745442206393515 0.015101988647666259 -0.0054966318194136577 0.0088582763927059823 -0.019272544673452748 -0.010055370620206444 0.0078784629506280374 -0.02026016844078975 -0.020942205758157736 0.0085125182651525529 -0.015784289851790905
leaf_weight=1.1981374463066483 114.57980961259454 4.1061654980294398 1.8981793213170011 1.2846442637965081 8.1069671195000392 1.946932764956727 0.71420501172542561 2.5563766658306104 3.7358857220970094 0.98487964272499118 2.391728674992919 1.342022670432925 7.5099939983338135 4.2207462638616544 3.4781260536983609 3.5015394017100334 5.1628071740269652 3.9130826517939568 19.291709729935977 4.8438108824193495 3.9987509995698911 3.6816019639372826 15.216690776869653 6.4947192277759305 5.2920749355107546 5.0852526202797872 5.4521725736558428 3.1833085878752163 44.093256782740355 5.54940340295434
leaf_count=69 1111 176 238 32 94 124 3 40 22 7 27 36 36 16 27 29 17 29 181 41 12 16 61 44 46 24 43 77 191 31
internal_value=0.000577007 -0.00539116 0.000439864 -0.0175093 0.00551739 0.00093297 -0.0141275 0.00107841 -0.00587504 0.00391466 -0.0178701 -0.013198 0.00136782 0.0057238 -0.00141337 -0.014579 0.0135013 0.00616871 0.00085661 -0.00254165 -0.0109161 -0.0236538 0.00109712 -0.00348278 0.000772301 0.00197991 0.000198805 0.00114601 0.00598991 -0.0044693
internal_weight=294.815 16.5941 11.2033 5.39081 9.3051 278.221 2.66114 275.56 11.0109 6.06279 4.94811 2.3269 264.549 27.7863 14.4897 6.97967 13.2966 8.13383 236.763 58.8194 17.8162 8.52541 41.0031 25.7864 9.29083 177.943 123.215 117.763 54.7279 10.6347
internal_count=2900 609 401 208 163 2291 127 2164 132 65 67 43 2032 154 92 56 62 45 1878 401 115 57 286 225 58 1477 1231 1188 246 55
is_linear=0
shrinkage=0.0236291


Tree=240
num_leaves=31
num_cat=0
split_feature=16 15 13 7 15 7 6 9 0 10 2 16 13 16 19 3 10 5 5 9 9 5 8 5 0 10 2 19 19 19
split_gain=4.29545 2.6983 4.20942 4.14071 2.5263 2.52351 2.43208 2.22099 2.41336 5.98195 3.41716 2.69146 5.66399 6.48625 12.2211 4.36373 3.11588 3.12195 3.48398 7.49854 3.01089 2.85479 2.03815 4.0959 2.79821 4.54448 5.40688 2.87585 2.38988 1.82344
threshold=18.594956516900002 46.574831689400007 117.61735474900001 23.539316666200005 32.540328261750005 29.973557588500004 15.675366252400002 64.606296034500005 96.249489528150022 70.284360904350009 71.847610775600018 19.214955067100004 112.82921081865001 19.974953289850003 13.751109481500002 89.227236891450005 65.630639880500027 20.206488238950005 21.042547594650003 198.78883073475004 192.33792147965002 19.915533535850003 8.543332867800002 21.850554661550003 86.20003303655001 61.923256118600001 164.41964690330002 14.451165964200003 14.351157895250003 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=4 7 -3 -4 5 6 -1 -2 9 11 -11 21 13 14 -13 -14 17 -17 19 20 -19 -9 24 -24 25 29 27 -27 -25 -20
right_child=1 2 3 -5 -6 -7 -8 8 -10 10 -12 12 15 -15 -16 16 -18 18 22 -21 -22 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=-5.0227777207260354e-05 -0.0020676935468916355 -0.0038494675623920722 -0.0027200199797458775 0.0026364790032218284 -0.0040736405514135432 -0.003890736013332478 -0.0026887085833764575 0.0034458680843172601 0.0027234612943927653 0.00079164266849976505 -0.0047271449094178474 -0.0046430193412978094 0.0028761325786548064 -0.0052572931008420158 0.0031473831348382123 0.0025062634523952869 -0.0023760594697872584 -0.0013688726670934314 0.00034708767848885808 -0.0050700017787040311 0.0025940608373647041 3.1256752655872367e-05 -0.0032515360232156392 -0.0015928872636769115 0.0019408826317317744 -0.0013239405633010705 -0.0041101831181544982 0.0020885774867746279 0.0010872554463466023 0.0027640737349009857
leaf_weight=129.93415049975738 4.0684749186038962 4.8411324610933653 3.3249533809721452 5.0877694934606552 2.4102135319262734 2.5591549566015592 5.0572735094465306 9.9130214154720289 8.0256401598453504 2.4098701775073996 4.4501097798347473 4.7054985873401183 13.496933110058306 4.5396806523203841 6.9497456476092339 12.836196161806582 4.5770510360598555 5.3145108968019468 7.2600682750344303 4.6162884831428519 5.3710405379533768 5.201772002503275 4.5113670751452437 5.7536917105317142 34.20131378620863 6.8417024090886134 5.0905601754784575 6.9226413294672966 23.860000403597951 10.847327791154383
leaf_count=1363 31 76 38 18 70 163 193 32 27 14 53 34 52 40 20 45 22 25 67 30 18 41 27 30 120 34 42 25 116 34
internal_value=0.00022387 0.000555154 -0.00107636 0.000519434 -0.000285074 -0.000218689 -0.000149075 0.000662327 0.00071851 0.000633673 -0.00278843 0.000762088 0.000626111 -0.00147211 2.21285e-06 0.000850403 0.000652284 0.000756168 0.00056988 -0.00109442 0.000623077 0.00227073 0.000811757 6.17746e-05 0.0011714 0.000459388 -0.00082327 0.000392352 0.000566526 0.001795
internal_weight=354.979 215.018 13.2539 8.41272 139.961 137.551 134.991 201.765 197.696 189.67 6.85998 182.81 167.696 16.1949 11.6552 151.501 138.004 133.427 120.591 15.3018 10.6856 15.1148 105.289 34.1251 71.1636 36.9623 18.8549 13.7643 29.6137 18.1074
internal_count=2900 1111 132 56 1789 1719 1556 979 948 921 67 854 781 94 54 687 635 613 568 73 43 73 495 173 322 202 101 59 146 101
is_linear=0
shrinkage=0.00373278


Tree=241
num_leaves=31
num_cat=0
split_feature=16 6 0 4 10 16 3 4 6 4 10 17 18 12 5 5 9 2 6 6 18 15 5 15 5 15 2 4 18 5
split_gain=5.20215 2.993 2.85038 4.14076 6.18778 3.71394 3.41672 3.30811 6.92434 3.01412 3.10192 4.41429 2.80677 4.07595 5.79784 3.54483 3.26714 3.76265 3.19353 2.78972 2.70681 2.66256 2.94043 2.34624 2.17423 2.81336 4.41294 6.69343 2.93285 2.65686
threshold=18.594956516900002 15.675366252400002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 93.308316333450009 310.49012963040008 15.925372093750001 390.96858665540009 61.944763783650011 192.34053301495001 13.809421053700001 103.44931853055 17.671168838450004 21.495293572000005 195.51131808980003 101.14502893930002 16.435384010100005 16.375382608200002 15.232298661650001 32.540328261750005 10.718565385000002 46.422062705750008 20.361635946650004 40.301031380450006 103.98563613345001 222.56810966585002 12.993406580100002 21.788492303450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 19 6 7 -5 12 20 10 -8 -12 18 14 -14 16 17 -15 -4 -2 -9 22 -1 -6 -21 26 -26 29 -27 -28
right_child=2 -3 5 4 23 -7 9 8 -10 -11 11 -13 13 15 -16 -17 -18 -19 -20 24 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.0011179277329009837 -0.0021323754127906694 -0.002899859158461986 0.002485980799319343 0.002548779638162608 -0.0057323891810658239 0.0023011603521443554 0.00057692391916739879 -0.0057417722504994701 0.0012963737398522645 -0.0039927007848195922 -0.0052951394823525372 0.00041815483564451464 0.0011602445971758745 0.0017023243502588686 -0.0048179510724226052 -0.0022716286290585873 0.0017508989595537889 -0.0036325385284584912 -0.00056073089615080705 0.0032074704703377171 -0.00064676889235040444 -0.004015293737813069 0.00016947940443852883 -0.0010630326102892076 0.000956459074713282 0.00016943373283604814 -0.0079717540923801185 0.0013477380269378964 0.0030711502750010045 -0.0027304556984951967
leaf_weight=31.301168734207749 4.2573729064315549 5.7890371833927921 22.58566834777594 5.284407600760459 4.1184737794101229 22.786517821252346 18.157249307259924 3.912837725132702 7.746280163526535 3.2194187045097342 3.4026293978095046 3.8794403076171875 4.3117311149835569 3.4979744404554358 4.3870634958148003 4.2681276239454737 31.453172247856855 3.5916691534221172 5.7947591617703429 5.1561953127384177 2.1743938252329826 2.4204244473949066 98.97400258295238 2.2199537884443998 23.693623520433903 8.1044220365583914 2.001305624842642 4.6469916421920061 11.014356452971695 3.6804355755448341
leaf_count=702 25 197 75 16 36 86 101 37 33 30 47 24 18 13 32 27 128 33 26 15 15 66 824 36 101 34 14 21 36 52
internal_value=0.000232612 -0.000322956 0.00058337 0.000139132 -0.00077638 0.000975471 -0.000156297 0.000653164 -0.00099981 -0.000655089 -0.000232704 -0.00225145 0.000939387 0.000430007 -0.00185474 0.000894246 0.00124483 -0.00100036 0.0018639 0.000728669 -0.00392181 -0.000210535 -0.000139845 -0.00409701 0.000937607 0.000717366 8.58766e-05 -0.0019112 0.00184112 -0.00457662
internal_weight=357.831 138.485 219.346 102.836 40.2816 116.51 33.9431 93.7237 13.8335 28.6587 25.4393 7.28207 79.8902 51.5097 8.69879 42.8109 38.5428 7.08964 28.3804 62.5547 6.08723 132.696 130.275 6.33843 58.2973 53.1411 34.0224 10.3287 19.1188 5.68174
internal_count=2900 1789 1111 588 290 523 218 437 85 202 172 71 352 251 50 201 174 46 101 298 52 1592 1526 72 273 258 188 87 70 66
is_linear=0
shrinkage=0.00366117


Tree=242
num_leaves=31
num_cat=0
split_feature=16 5 9 6 16 2 2 15 7 13 0 5 19 10 19 4 18 12 13 18 6 18 16 17 3 16 9 17 18 10
split_gain=6.92665 4.15725 3.5364 2.99046 3.07294 3.70607 3.23058 3.88622 3.6112 3.29465 4.77892 4.76155 3.18877 4.50178 3.1663 3.12285 3.3172 2.86582 2.56535 3.17832 5.03011 3.11738 5.31032 6.46439 2.53729 2.50617 2.47686 2.73671 3.23663 2.5941
threshold=18.594956516900002 23.803605515150004 227.14331114760003 15.675366252400002 11.934972090850001 330.71431012540006 181.83510701155004 26.744537432900007 26.302865891850004 108.61908538635001 96.055920542800024 23.234643166550004 10.650859343850001 90.740838818900016 13.151061067750001 371.16724128940001 17.383654746850002 176.04981466085005 116.59305220125002 13.278511569200001 22.585527707250005 13.3584252364 22.674946976100003 199.88268747760003 74.260590479250013 16.064962433100003 210.39795333110001 205.32027903760002 15.946034773700001 75.645146416450004
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 12 6 9 8 25 10 11 -6 13 17 -9 16 -10 -1 -3 20 -20 -21 23 -23 -12 -8 27 28 29 -26
right_child=1 2 -4 -5 5 -7 7 14 15 -11 24 -13 -14 -15 -16 -17 -18 -19 19 21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0034482506588750196 0.00080592200479720792 0.00099174637049717846 0.0031925276228476625 -0.0025351902233120187 -0.0038826362472903389 -0.0029002384400397827 0.0021717253543043599 -0.0033920706433791673 -0.0024375776338847154 0.0021162051097211505 -0.0035768410053398959 0.0015691892838019729 -0.0028373729527681282 -0.0033933989110334533 0.0015117031683015945 -0.0038519163736964539 0.0023474888139053784 0.0010543876262063799 -0.0026464097233922209 0.0028216395996909943 0.002367262799316973 -0.0046900355648583393 0.0019615870761492899 0.00060236143629120741 0.00092797256175201079 -6.4343900660886736e-05 -0.0015463124811600012 -0.0024559984168147824 0.0024055891094978783 -0.0014894176785223475
leaf_weight=1.688990936614579 185.47328867018223 9.6051546782255155 2.9007359445095053 6.105238993652164 7.4813373545184714 4.3478908073157063 23.843588522635404 3.8397206347435704 2.462055408395825 5.0677350498735896 2.1300912760198107 2.1521107107400894 8.532378910109399 4.0837985360994926 2.1388985756784678 2.3558019548654556 3.9146268200129271 11.625228418037294 14.25982451811433 3.4081395491957691 2.445744276046752 4.8047990854829532 5.408382572233676 4.8264587409794331 12.657553326338538 6.6982658552005878 8.1541512571275216 3.0556559674441806 8.6852470058947784 7.3033246230334035
leaf_count=63 760 46 9 197 130 75 123 66 35 25 58 13 201 238 23 41 23 99 184 14 7 48 21 22 65 64 77 41 42 90
internal_value=0.000247535 0.00058728 -0.000263599 -0.000325077 -0.000223024 2.01923e-05 0.000144753 0.000788308 0.00115761 -0.000368992 -0.000612976 -0.0026647 -0.00121996 -0.000426745 -0.00163771 -0.000674065 0.000499961 0.0004832 -0.000487585 -0.000891792 -0.00191239 3.24239e-05 -0.000599642 -0.00203789 -0.00014222 0.00168132 4.13425e-05 0.00044971 0.000759659 4.34931e-05
internal_weight=371.456 233.133 47.6592 138.324 132.218 106.288 101.94 45.253 39.2743 56.6872 51.6195 9.63345 25.9304 17.398 5.97862 8.73248 6.37668 13.3142 44.7585 35.1533 16.7056 18.4478 15.0396 9.63126 41.986 30.5419 39.8559 31.7018 28.6461 19.9609
internal_count=2900 1111 351 1789 1592 991 916 375 286 541 516 143 601 400 89 99 58 162 342 296 191 105 91 70 373 187 315 238 197 155
is_linear=0
shrinkage=0.00322997


Tree=243
num_leaves=31
num_cat=0
split_feature=16 18 10 4 15 16 5 19 15 16 13 14 14 15 5 7 15 15 5 12 2 7 5 10 10 13 5 7 16 16
split_gain=1.21428 2.21123 4.18105 2.44481 4.47597 2.79665 2.99282 2.6868 2.12444 3.16637 3.01823 2.68902 2.1551 1.93354 1.89196 2.05982 1.79558 1.76482 2.54553 3.12735 2.45712 3.54413 5.46795 2.37772 5.25501 2.78499 3.34881 1.74544 1.66422 3.19613
threshold=18.594956516900002 15.042884401850001 70.182199495350019 309.48890441440005 41.211223942950006 22.634947069650003 21.964328598750004 14.451165964200003 44.34858359035001 22.794946695500006 117.47217800995001 294.16843076580005 287.49747744585005 32.540328261750005 25.556820288350004 24.734108155950004 46.074827201850006 43.132842597400007 20.717225865800003 92.695913642950003 189.76529655395004 23.460228855750007 22.000536998450006 64.434276012450013 66.318885161900013 112.82921081865001 18.152162791050003 24.052187734100006 20.784951395750003 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=13 2 3 8 5 6 -5 14 11 10 -10 12 17 -1 15 -6 -9 18 19 -2 21 28 -23 -21 -25 26 -26 -4 -20 -30
right_child=1 -3 27 4 7 -7 -8 16 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 20 23 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00081322853310778701 -0.0055881606205114894 0.0095386012987389093 0.00030243012732454703 -0.034630438385636737 -0.02155691998735999 0.003265076838935059 -0.0090566460952522937 0.017097210562573004 0.012302208569257376 0.012197801002968639 -0.020383959695904827 0.015376111805357799 -0.012601682192087668 -0.022100500497777207 0.0074481933093609246 0.0019049106448664683 -0.0011946024344820032 0.013262126031064954 -0.011079347989180616 0.017272657319088183 0.012965011252748661 -0.030241564140007952 0.0048928414798804741 -0.015499279147826863 0.014682497651680658 0.022841370731764912 -0.0041855737022998447 -0.025222649687292636 0.010156024771108132 -0.0013186079688928523
leaf_weight=105.21431511291303 7.5798073038458815 13.636403776705263 1.6570098884403694 3.6157184801995772 3.8432158250361699 2.7259412631392479 4.1647345023229718 5.7110503241419774 1.5066617717966417 2.7752088792622089 5.7733315653167665 7.3783052349463096 3.8240900859236708 1.8361784536391486 3.1792521341703832 2.6907640639692545 3.7668018108233809 6.7940939068794242 4.6805628407746545 10.331245250999926 5.7436199700459829 4.1305732056498519 3.428510082885623 4.1815243512392071 8.1544990725815314 5.176412194967269 7.7689534351229659 3.5834497362375259 13.958108052611349 38.821896752342582
leaf_count=1719 41 69 13 32 35 16 34 23 13 12 84 29 25 70 32 15 31 23 67 37 26 30 16 23 30 21 39 47 64 184
internal_value=0.000574351 0.00155885 0.00094389 0.00149617 -0.00387007 -0.0146608 -0.0209413 0.00203744 0.00261839 -0.00649382 -0.0136193 0.00331278 0.00259828 -0.00117836 -0.00556381 -0.0118951 0.00982746 0.00307966 0.00247258 0.00640685 7.11768e-05 -0.00106782 -0.0143059 0.00895987 0.00556285 0.0097369 0.00547688 -0.0171517 0.000673687 0.00171595
internal_weight=297.632 190.582 176.945 171.705 29.6975 10.5064 7.78045 19.1911 142.007 10.0552 7.27999 131.952 124.574 107.05 9.71323 6.53398 9.47785 120.75 113.956 43.1924 70.7633 65.0197 7.55908 35.6126 25.2814 21.0999 15.9235 5.24046 57.4606 52.78
internal_count=2900 1111 1042 982 218 82 66 136 764 109 97 655 626 1789 82 50 54 601 578 191 387 361 46 150 113 90 69 60 315 248
is_linear=0
shrinkage=0.0205657


Tree=244
num_leaves=31
num_cat=0
split_feature=16 16 13 4 13 5 17 3 13 7 17 3 15 6 17 13 0 16 2 19 0 18 6 0 6 9 5 7 0 9
split_gain=1.1033 2.03782 1.53572 1.77873 2.32699 1.64943 1.32086 1.07728 1.45345 0.987314 2.72397 1.83117 1.69332 2.08622 1.71631 1.54459 1.35111 2.53422 1.83721 1.83573 1.82978 2.2457 2.89506 3.66992 4.03897 3.59535 3.16365 2.61584 2.28606 2.23063
threshold=11.934972090850001 10.664975060650002 73.376087754350024 398.10712430820007 95.870416931800023 1.6103415277500004 169.94681044690003 108.48197402175002 120.78166996855002 26.752366550650006 242.64190980425005 75.456954347300012 17.382777826050003 5.0951190466500007 218.56744384050003 99.381543250150017 104.73157492975001 13.894967507500002 253.62599843255001 11.850956171350001 98.851916998450022 15.312071772700003 14.815346158200002 93.262612545250008 15.185354803400001 203.83507631320003 18.152162791050003 24.605072964550004 96.249489528150022 192.53043113735001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 9 -9 12 11 -11 15 14 -14 -2 17 18 -15 -19 21 22 25 24 -24 -21 -25 -27 -23 -22
right_child=7 6 3 -5 -6 -7 -8 8 -10 10 -12 -13 13 16 -16 -17 -18 19 -20 20 29 28 23 26 -26 27 -28 -29 -30 -31
leaf_value=-0.029890213699860082 0.018407361649672629 0.0016270939378649643 0.018517791775500031 0.015325572949183066 0.020016392661704369 -0.025657430915931676 -0.030874240127874774 -0.029429833995396382 0.016607582663814607 -0.030633252580752234 0.016241843450409243 -0.0054287418174779759 -0.030027647102344551 -0.033238585689006575 0.025307631071858534 -0.0060665489944267603 0.019687021061897212 0.019481563240210741 0.0036755556885642408 -0.00039663340327363548 0.009810071679081973 -0.0083526874322517944 -0.022206717200102071 0.028612951262455007 0.0021040145769666467 -0.043704195344715042 0.0035360112796136742 -0.011818715972864342 0.015070583194739669 -0.018646387002812414
leaf_weight=1.1887952648103262 7.9963389905169588 1.3203284665942181 0.77863316703587582 4.8955528954975307 1.7277828049845991 3.5517763122916222 3.3215367603115737 1.8561036398168647 0.7188059166073798 3.0056389924138767 3.2666883040219536 7.9088902841322124 2.6231331485323603 2.7372058196924618 0.50505604036152352 2.5761168096214533 3.0468367747962466 4.2824978111311784 1.6225798735395072 27.160264038480818 2.9598163906484825 3.8984953090548542 5.3528372300788751 7.2096918895840636 146.0204687025398 2.4914427716284981 8.0400695055723173 8.8475927361287159 16.358907833695412 7.0124625042080879
leaf_count=145 61 35 12 68 17 201 131 120 7 99 25 87 143 56 3 37 19 30 11 217 22 43 38 24 889 27 44 92 89 108
internal_value=0.000704801 -0.00613872 -0.000216849 0.00300356 -0.00695371 -0.0177145 -0.0216296 0.00111873 -0.0165781 0.00128448 -0.00577883 -0.0123696 0.00166864 0.00121326 -0.0210936 0.012444 0.00149572 0.00126856 -0.0195003 0.00164642 0.00132189 0.00183171 0.000969442 0.00253915 0.00124434 -0.00582417 0.0153917 -0.0188247 0.0105628 -0.0102004
internal_weight=294.282 16.7844 12.1425 10.9537 6.05819 4.33041 4.64187 277.498 2.57491 274.923 14.1812 10.9145 260.742 250.169 3.12819 10.5725 247.041 243.994 4.35979 239.635 235.352 225.38 205.122 166.623 151.373 38.4993 15.2498 11.339 20.2574 9.97228
internal_count=2900 609 443 298 230 213 166 2291 127 2164 211 186 1953 1855 146 98 1709 1690 67 1623 1593 1463 1331 995 927 336 68 119 132 130
is_linear=0
shrinkage=0.0274876


Tree=245
num_leaves=31
num_cat=0
split_feature=19 16 6 13 6 16 13 15 18 18 19 16 18 18 0 6 19 13 18 13 17 19 18 17 15 5 18 7 0 0
split_gain=0.966949 1.22565 0.932472 1.72418 1.83815 1.38578 1.60397 1.30681 2.13046 3.37401 2.05509 1.49616 3.21659 2.89797 1.60459 2.22932 1.48945 1.59755 4.66812 3.99275 2.25438 2.87587 2.23289 3.32644 1.45768 1.27747 1.2352 1.61037 2.34672 2.91613
threshold=9.8507947922000021 8.3799804039500021 22.585527707250005 119.04223755815001 20.305474434200004 22.724946859200003 117.75715457175001 45.169600924000008 13.278511569200001 13.465147564100002 14.451165964200003 22.624947093000003 13.5308213324 13.326324856250002 86.001087134900004 16.475384944750001 14.651182102100002 117.38883580790001 13.765997214800002 117.30011668960002 186.34046889365004 14.351157895250003 13.465147564100002 191.06791329340004 42.385947950200006 22.553892743650003 11.639306137250001 19.041006859700005 85.716110573100011 86.232294534150014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 11 -9 -10 -11 16 13 14 15 -13 17 19 20 24 -19 -22 23 -23 26 -17 -2 -28 -29 -30
right_child=2 -3 -4 4 -6 -7 -8 8 9 10 -12 12 -14 -15 -16 25 -18 18 -20 -21 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.025210754666697949 -0.018294328059948947 0.0041155510640406906 0.015213605371867223 -0.021040690867009583 0.0023530625797898745 0.0095694351539540711 -0.016454707261666521 -0.025845966911970809 0.017027459349525646 -0.021758388841012818 0.0011178753022502155 -0.01353809735240219 0.015996809191832887 -0.015951450151766265 0.013953073352737154 -0.0021120035921608393 0.01259250031586861 0.013001266235317376 -0.030566432520341816 0.023422034438943234 -0.019905645661548298 0.0034228183699333285 0.011699533728493812 -0.023656621723777482 -0.017925033036550436 0.014216268996745763 0.010926810683906404 -0.01487023928826756 0.024525001510511613 0.00040123023017360092
leaf_weight=1.7483336679870256 1.8441515518352378 1.3713805584702639 2.3609085083007804 4.0438826130703083 3.2809042781591415 9.4982485454529506 2.9606360984034827 2.4388154773041597 3.5328654004260889 4.1147132162004691 4.3636260963976383 4.4224014580249849 10.95119511708617 4.5011138245463362 6.7151022106409064 5.098473481833933 5.2524696588516226 4.6780011476948919 3.3909521736204615 4.1457056254148474 5.1574991717934635 6.808123745024206 5.7085871323943129 3.8183730132877827 2.3191434736363581 5.2392718866467476 8.0885230908170325 5.3121624505147329 2.7503964416682711 154.50446879724041
leaf_count=182 85 44 8 71 17 43 34 73 21 38 31 25 49 26 25 22 20 25 25 15 33 30 21 24 23 18 50 161 9 1652
internal_value=0.000539659 -0.0123193 0.000679291 0.000558865 -0.0105622 0.000852291 0.00054348 0.000733275 -0.00605739 -0.00203941 -0.00998445 0.00112467 0.00544106 0.00099094 0.00454199 0.000260431 0.000379068 7.14292e-05 -0.00492978 0.000897533 -0.00160801 -0.00478781 -1.46328e-05 -0.00630752 0.00036338 0.00616333 0.000609256 0.000813533 0.000310347 0.000823156
internal_weight=290.42 3.11971 287.301 284.94 7.32479 277.615 268.117 265.156 14.45 12.0112 8.47834 250.706 36.9276 25.9764 21.4752 14.7601 213.779 208.526 29.5615 178.965 26.1706 21.4926 16.3351 10.6265 174.819 10.3377 172.5 170.656 162.567 157.255
internal_count=2900 226 2674 2666 88 2578 2535 2501 163 90 69 2338 165 116 90 65 2173 2153 158 1995 133 108 75 54 1980 40 1957 1872 1822 1661
is_linear=0
shrinkage=0.0232224


Tree=246
num_leaves=31
num_cat=0
split_feature=6 6 5 7 18 5 0 5 13 18 19 17 16 12 7 5 10 6 3 8 0 7 17 3 4 10 4 10 13 12
split_gain=0.920706 3.10309 1.8961 2.02225 2.26369 1.86666 1.7058 1.59847 2.12631 1.53815 1.47105 2.61838 1.95319 1.98536 1.77697 1.97078 1.75666 1.70461 2.53853 1.69262 2.37387 2.63325 2.0954 2.48133 2.47127 1.53333 1.47455 1.64083 2.24026 1.45993
threshold=13.665319288000001 13.775321858200002 20.950952025950006 19.975862989550006 13.316069313700003 23.234643166550004 97.835679825150024 16.222050829800004 104.02719889955002 13.386548691950003 12.050972309250001 193.01551328760004 14.184966829400002 176.04981466085005 22.806258769100005 14.515626273450001 80.288113607700012 11.815276062050001 72.760430842500014 8.543332867800002 95.762878606550018 24.414141867650006 242.64190980425005 82.62976063935001 181.76113425110003 90.740838818900016 274.46551068055004 76.919475570250015 99.593931442450014 161.55002974485004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 29 -6 12 -12 13 -11 -15 17 -14 18 25 20 -13 -22 23 24 -23 -16 -26 -28 -29 -9
right_child=1 6 5 4 9 -7 -8 8 -10 10 11 19 16 14 15 -17 -18 -19 -20 -21 21 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.020409837490713754 0.017073986522268384 0.019171653424192008 -0.031217588308903282 -0.032156635682377102 0.02285958390158329 -0.0021992916678399014 -0.015674350833375882 -0.031321779011283649 0.0011118677278081483 -0.015837647565533273 -0.021977352902455387 -0.027395176801164451 -0.0032272369065121319 0.012950188226802179 0.007442261270433341 -0.029278952546688896 0.019594422213095767 0.015349698033511388 -0.026021116348257552 0.021023654321976702 0.0155415947674297 0.013628063388203325 0.0099618372996295758 0.018840498789711044 -0.026601383833293545 -0.013783421929271998 -0.027567624153843479 -0.026677913474951995 0.0049280531598499691 -0.00032720912903184875
leaf_weight=2.3191302218474439 6.3996371850371352 2.5521533191204062 2.2254059505648902 1.2561541055329133 1.4168159775435913 2.506305756047368 3.3006388377398244 1.8277544453740113 197.82895123050548 4.1229358004638952 4.1927456599660244 2.0844889339059653 2.7112688990309817 5.4835331346839693 6.438166366890071 1.3190751448273648 5.2981542032212019 3.087258541956543 2.2298499471507958 1.5474757691845287 3.9158147671259966 1.7527579702436948 3.8907718183472744 1.5397858610376705 4.2642434928566209 2.5173535236390308 2.0638935770839435 1.6423972016200421 4.3535637836903334 1.4485408193431792
leaf_count=22 34 11 43 18 5 23 36 26 1426 201 115 48 24 47 94 32 38 22 70 7 32 12 39 11 90 230 38 39 34 33
internal_value=0.000489978 0.00125938 -0.001723 -0.00076068 -0.00149207 -0.0158471 0.000770353 0.00103687 0.000806727 -0.000907312 -0.00142974 -0.00502097 0.00194957 -0.00120342 0.00165947 -0.00231143 0.0118691 0.000180911 -0.00400581 -0.00239324 -0.00381387 -0.00171532 -0.00517938 -0.0089517 -0.0119917 0.00147582 -0.0156354 -0.00983365 -0.00372937 -0.0176182
internal_weight=287.537 213.358 74.1793 69.4476 67.1285 4.73171 206.958 203.657 201.105 65.8724 64.4555 31.2479 33.2076 25.1982 21.0752 15.5917 8.00942 14.2726 11.1854 27.0552 25.5077 23.4232 19.5074 15.6166 14.0769 8.95552 12.3241 8.05985 5.99596 3.2763
internal_count=2900 1566 1334 1268 1246 66 1532 1496 1485 1228 1223 465 758 696 495 448 62 416 394 350 343 295 263 224 213 324 201 111 73 59
is_linear=0
shrinkage=0.0230596


Tree=247
num_leaves=31
num_cat=0
split_feature=16 0 4 10 16 0 10 17 17 6 4 6 6 10 0 7 0 16 5 18 15 19 17 9 17 17 18 15 5 7
split_gain=3.75974 2.82676 4.19373 5.56169 3.48 3.13868 2.99655 3.35581 2.84797 2.57257 2.43786 6.7028 2.72193 3.96461 6.97729 2.73922 9.47099 3.83898 3.25046 2.43395 2.4176 2.33435 2.28643 4.41483 3.0836 2.68693 2.95067 2.21155 2.17267 2.13907
threshold=18.594956516900002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 86.280686780500005 61.944763783650011 192.34053301495001 176.11179263395005 15.675366252400002 310.49012963040008 15.925372093750001 16.455384477450004 66.697957758300021 92.031298721500022 24.861556163250004 94.157869102700019 19.214955067100004 18.092020786850004 15.200392777800003 46.422062705750008 14.451165964200003 188.16174763880002 195.39349636155001 186.34046889365004 184.59783591905003 12.752103815600002 32.540328261750005 10.718565385000002 18.742910346600002
decision_type=2 2 2 2 2 2 2 2 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 22 5 8 6 -4 -8 -3 27 12 19 13 -10 -15 16 17 -16 -19 -12 -5 -14 24 -24 25 26 -2 28 -1 -30
right_child=1 4 3 20 -6 -7 7 -9 10 -11 11 -13 21 14 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011229129240487076 0.00067386317758329564 0.0036706527023717692 -2.0927850570735043e-06 -0.0062467280766313003 0.0024348434785776548 0.0026203356170590567 -0.0058866712683817539 -0.00056594041945319626 0.0022404332901663922 -0.0030882927548331776 -0.0061640778385543427 0.0014803042282365826 -0.0031104462149535951 -0.0047162881431981078 0.004125419591869941 0.0023254268538135999 -0.0055894032626635781 0.0019280489933944623 -0.0027809486906310659 -0.00092812012968184539 -0.00077404840593814513 0.00082261277467717898 0.0026312667999357294 -0.00082431652049585872 -0.0022760599162371773 0.0028964377181413072 -0.0033777021736997198 -0.0043182574314651568 0.0048078548797234671 0.0001022122762719864
leaf_weight=26.173494664020836 15.328835656866437 4.7629993185400954 19.586620237678293 4.0500404033809891 22.057383388280869 4.9773748964071265 3.4301424529403439 4.222670815885067 27.151346206665039 5.0611264165490857 3.7624505162239057 7.4117931202054024 4.9266645610332471 4.0648941323161116 5.2087469398975434 12.199680943042038 3.9658810012042514 5.3213021382689458 4.1782783269882202 2.274532251060009 1.8904813118278978 4.7159827798604965 19.393797481432561 8.486513212323187 7.2556164506822816 6.487921714782714 3.531293172389268 2.0266287000849834 1.5694701969623555 89.57499000011012
leaf_count=702 98 16 124 36 86 16 49 29 97 197 36 32 27 31 17 54 48 19 26 16 36 18 66 41 40 22 31 66 4 820
internal_value=0.000252811 0.00057811 8.48618e-05 -0.00095246 0.00101252 -0.000297376 -0.00083052 -0.0029508 0.000663718 -0.000297984 0.000495582 -0.00106563 0.000788285 0.00109503 0.000204923 0.000852856 -0.000109161 0.00136851 -0.000143148 -0.00419134 -0.00450513 -0.00118688 0.000739274 0.00157942 2.0842e-05 0.000678306 -8.47353e-05 -0.000179653 -0.00010816 0.000183242
internal_weight=335.049 210.643 98.6413 38.1573 112.002 32.2168 27.2394 7.65281 89.9446 124.406 85.1816 13.4488 71.7328 62.0901 34.9388 30.8739 18.6742 14.7083 9.49958 6.03698 5.94052 9.64265 60.484 27.8803 32.6037 25.3481 18.8601 119.345 117.318 91.1445
internal_count=2900 1111 588 290 523 218 202 78 437 1789 421 84 337 292 195 164 110 62 45 52 72 45 298 107 191 151 129 1592 1526 824
is_linear=0
shrinkage=0.00399587


Tree=248
num_leaves=31
num_cat=0
split_feature=9 13 3 2 16 10 15 18 17 8 5 13 10 0 16 16 2 16 13 17 3 8 7 18 9 4 0 0 14 0
split_gain=0.931105 2.26129 2.64269 1.3507 1.23353 1.26546 1.22287 1.15747 2.27757 1.30557 3.50809 4.68353 3.66266 2.25671 1.15428 2.5152 1.93727 1.01854 2.0215 2.62621 1.66072 1.42087 1.34643 3.57297 2.13058 1.80464 1.69877 6.29868 2.34586 2.06909
threshold=37.256168974800005 96.209162656250015 66.676450093250011 270.91232589630005 8.2099808015000022 54.884872733100003 13.458859309100001 11.257534840550003 162.59969366065002 8.8430989333000021 30.133297129900004 117.19526682250002 63.910026677050006 87.181320254150009 9.6249774926000011 11.934972090850001 313.37633693555006 22.724946859200003 117.75715457175001 188.31851043910004 94.383699585650007 8.7431769115000026 22.726915405250001 13.176060655350001 188.53841931785004 204.28643507200005 86.001087134900004 85.839779647100016 329.77379857790004 86.232294534150014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -7 -9 14 11 12 -11 -14 -10 16 -16 18 21 -20 -19 22 26 24 -24 -26 27 28 -17 -28
right_child=4 -3 3 -5 5 7 -8 8 9 10 -12 -13 13 -15 15 17 -18 20 19 -21 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=-0.025588120476391595 -0.026261780219104865 -0.029801602926327768 0.0108570276859133 -0.013103042213621328 -0.025603442231167228 0.018354509169115494 0.020611415388712893 -0.019986315985405356 0.013938766015388288 0.025373128526869439 0.016074715576580943 -0.028699753430399839 -0.029332136731528406 -0.00046337440698215041 -0.025731871698617813 0.0070118922671917796 0.0063877688485554085 0.019808537597464787 -0.035297932067762799 0.0070763233277011872 -0.00030604350293610008 0.011376541481302987 0.00029006905287812295 0.00099982224651902962 -0.0058365633103798949 -0.039533411254950558 0.02602533062665837 -0.036355028935935868 -0.016476074434889857 0.0064362484338513302
leaf_weight=2.0582923239562643 1.7268919919151806 1.955051322467624 5.7826505876146257 1.7878053644672034 1.0387588734738518 2.222245347686111 0.39739399030804623 2.9978177577722809 4.32361847301945 2.4145578891038912 3.7114421576261512 5.170085856691002 2.1886171982623637 5.5754920896142721 3.4200713699683538 22.416280628182001 1.5997072802856562 4.6262239590287191 1.9526187861338251 1.5018828138709066 4.9119999930262566 8.4676512498408538 2.5282656401395789 160.31027961568907 1.411223981529474 2.6635731472633779 3.8015501052141216 2.4084393084049216 2.773397392127662 17.706864206120372
leaf_count=197 120 67 89 43 90 13 3 85 64 7 14 61 33 34 173 181 15 20 43 7 25 43 12 1216 8 38 11 20 38 130
internal_value=0.000511688 -0.00617887 -0.00138244 0.00519872 0.000794267 0.000937014 -0.0174931 0.00103871 0.000895595 0.00113104 -0.00494409 -0.0100266 -0.000541866 -0.00860116 0.00160017 0.00138018 -0.015496 0.0017369 0.00141415 -0.0168753 0.00944992 0.0016956 0.00131612 0.000284449 -0.0170835 -0.0278632 0.00482277 0.000866978 0.00442585 0.00989856
internal_weight=285.851 11.5838 9.62875 7.57046 274.267 272.143 2.12429 271.104 268.882 265.884 19.0602 15.3488 10.1787 7.76411 246.824 242.5 5.01978 237.48 227.942 3.4545 9.53822 224.488 216.02 166.913 6.60306 4.0748 49.1065 27.5981 25.1897 21.5084
internal_count=2900 396 329 132 2504 2381 123 2291 2278 2193 149 135 74 67 2044 1980 188 1792 1747 50 45 1697 1654 1274 58 46 380 239 219 141
is_linear=0
shrinkage=0.0240919


Tree=249
num_leaves=31
num_cat=0
split_feature=16 6 15 13 7 15 7 10 5 2 4 5 18 17 0 10 15 16 19 16 3 3 16 18 0 7 6 6 0 15
split_gain=3.66735 2.57269 2.57088 2.95458 3.12573 2.41133 2.43271 1.99488 4.56591 2.44244 3.22442 5.39131 3.84313 3.62845 2.33344 5.76002 4.55384 3.37496 10.8589 2.37911 6.09763 4.62302 2.14497 1.90002 2.3934 2.99557 2.60603 2.52241 2.24512 2.55006
threshold=18.594956516900002 15.675366252400002 46.574831689400007 117.61735474900001 23.539316666200005 32.540328261750005 29.973557588500004 60.474177186300004 28.372909273050002 341.79242736145005 309.48890441440005 21.377246852200006 14.752187928300001 199.14656950540004 96.249489528150022 70.284360904350009 27.838459342350003 19.214955067100004 13.751109481500002 19.974953289850003 88.727183679150016 89.227236891450005 22.604947139800004 13.849588037450003 86.530713386650021 22.726915405250001 16.455384477450004 16.285380505300001 85.737618238150006 38.842471172100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 -4 -5 6 -1 8 -2 10 14 12 -12 -13 15 17 -17 -9 -19 -20 -21 -22 -15 24 25 -23 27 -26 -27 -30
right_child=2 -3 3 4 -6 -7 -8 9 -10 -11 11 13 -14 22 -16 16 -18 18 19 20 21 23 -24 -25 26 28 -28 -29 29 -31
leaf_value=-2.3784752075144777e-05 -0.0038072482100389724 -0.0026702852996816 -0.0032852221911501651 -0.0023722979829083361 0.0020419961505445299 -0.0038775031394386074 -0.0037381669955674625 0.002510801804102283 0.00045523416506257125 0.0029521443747457981 -0.0060391351128020699 -0.0021775661153097541 -0.00039252296044412518 -5.200152964767904e-05 0.00282100792544111 0.001257719354988359 -0.0045801467243457286 -0.00465549962801101 0.0029641671766612527 -0.0029874999516446708 0.0036381177453546454 0.0011877950537265358 0.0031703271957879047 -0.00085678489778682912 0.0013183178871149386 -0.0025196665786489654 -2.4179881698326857e-05 0.0036950215146272138 -0.0018163026640066705 0.0007862504114965358
leaf_weight=116.19487640820444 4.215780925005677 5.4870030088350168 4.7783562764525405 3.4812661632895452 5.0106846243143082 2.1994038466364136 2.3027051719836882 14.350494299083946 13.598499884828923 5.9679316505789748 3.408023867756131 4.615744747221469 2.8212559446692467 5.0865254029631597 6.9962395131587973 2.735822267830371 4.5680986456573009 4.7043221481144419 6.6534470915794364 5.2982519418001166 7.5891599282622328 36.795109450817108 5.5118599906563759 8.6823740415275079 13.785370081663137 5.0211574584245708 8.3331734836101514 9.7715742662549001 6.5363631919026401 18.372300889343023
leaf_count=1363 53 197 76 38 18 66 163 52 102 22 28 29 18 25 24 13 51 34 19 34 25 134 18 40 52 39 34 27 32 74
internal_value=0.00021198 -0.000273819 0.000492287 -0.00103425 0.000232361 -0.000164874 -9.59645e-05 0.000590903 -0.00055349 0.000699571 0.000625559 -0.000677603 -0.00348177 0.000470536 0.0008 0.000707704 -0.00239346 0.000862959 0.00068319 0.000881197 0.000765884 0.000938979 0.00162382 0.000748069 0.000889365 0.000503959 0.00169577 0.00230419 -0.000336735 0.000103306
internal_weight=344.873 126.184 218.689 13.2703 8.49195 120.697 118.498 205.419 17.8143 187.605 181.637 21.4434 6.22928 15.2141 160.193 153.197 7.30392 145.893 131.543 126.838 120.185 114.887 10.5984 107.297 98.615 66.7249 31.8901 23.5569 29.9298 24.9087
internal_count=2900 1789 1111 132 56 1592 1526 979 155 824 802 118 46 72 684 660 64 596 544 510 491 457 43 432 392 279 113 79 145 106
is_linear=0
shrinkage=0.00357848


Tree=250
num_leaves=31
num_cat=0
split_feature=13 16 13 6 16 19 5 19 16 9 12 5 6 6 18 7 14 3 9 9 5 9 9 3 2 15 3 0 0 6
split_gain=0.893571 1.80294 1.58701 1.64789 1.60632 1.94738 1.74409 2.41859 1.97556 1.74746 1.57907 3.56167 1.55583 2.84782 1.48657 1.63518 1.88676 2.13646 1.65741 2.23648 1.35177 1.82242 2.09412 1.71654 1.88669 2.57929 1.34344 1.33258 3.11188 3.49637
threshold=95.99139754765001 14.274966618900002 96.429616222950017 6.9451622726000011 12.644970430600003 11.350915826550002 13.361597395450001 12.050972309250001 16.514961380800003 194.29350362915002 216.11788648010003 2.7861270712500006 13.665319288000001 13.775321858200002 14.708525021850003 21.725272673150005 315.57679249195007 73.962171626800014 72.638117411050018 38.559541491950007 20.837651832150005 188.14427954665004 201.78065190905002 77.360382703650018 188.72314814045004 23.304416445750004 68.555682326450011 94.047642319350018 94.776214472700005 14.980350013450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 5 -5 7 -6 9 -9 11 -1 20 -14 -12 -16 -17 18 19 26 21 -8 -23 -24 25 -25 -18 -15 29 -29
right_child=2 -3 3 4 6 -7 12 8 -10 -11 14 -13 13 27 15 16 17 -19 -20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.014560200094618923 0.02149543380166825 -0.026000734956479095 -0.016616281952424945 -0.031216704688006115 0.028082137724260027 0.014073427098994262 0.0091177501232328484 0.0069358515904175211 0.013388716244739203 -0.032366247877738827 -0.021853978869546587 -0.028572598351999112 0.019775631003637249 0.0019981209946546034 0.028641678913702034 0.024654254717861028 -0.029097232533985908 -0.031093823963884673 -0.028384356945369324 0.01879851613054127 -0.023401306509200196 -0.031940266887955371 -0.027492932280557457 -0.015866705450316727 -0.013409196347125861 0.019480050155345364 0.0071152205695878511 -0.031209530478372417 0.0002084084502358156 0.014883975887810088
leaf_weight=2.1613687928766074 2.7574397958815089 2.5367139969021073 3.9243128751404575 2.3270476101897652 4.1603549607098094 0.99671904416754831 6.2318967115134063 1.6051074378192409 5.1317275315523148 1.7253682967275379 1.6441711564548338 4.0325124632799998 6.1341323107480994 171.81122024962679 1.9215619722381223 2.1915405280888072 1.528708938043563 1.6726595703512419 1.1234653902938587 4.5937745459377766 2.7749690115451804 2.3259583730250624 1.9841721709817637 2.1926634497940523 4.7918141279369593 4.9273623041808605 1.4840217437595127 5.1510947551578274 27.119002535939217 1.5808111270889638
leaf_count=71 22 66 125 68 19 19 42 13 31 28 37 275 33 1196 13 17 116 43 78 44 37 42 30 26 55 36 24 80 205 9
internal_value=0.000566689 -0.00434037 0.00103708 0.000817489 0.00108794 -0.0176353 0.00133721 0.0111569 0.00283571 -0.0134248 -0.00188235 -0.0135213 0.000814278 0.00157238 0.00257871 0.00534616 0.00179183 -0.00302463 0.00235342 0.00689332 -0.00554996 -0.00334379 -0.00813107 -0.00414581 -0.000256842 0.00859476 -0.0112596 0.00102944 -0.00388712 -0.0203857
internal_weight=284.544 24.8905 259.653 256.896 252.971 3.32377 249.648 12.6226 8.4622 3.33048 22.3538 6.19388 237.025 211.796 16.1599 14.5157 12.5942 10.4026 8.72997 7.60651 25.2288 22.4539 16.222 13.896 11.9118 7.12003 3.01273 205.662 33.8509 6.73191
internal_count=2900 784 2116 2094 1969 87 1882 91 72 41 718 346 1791 1523 372 335 322 305 262 184 268 231 189 147 117 62 140 1490 294 89
is_linear=0
shrinkage=0.0271114


Tree=251
num_leaves=31
num_cat=0
split_feature=17 6 13 6 12 12 0 19 8 0 18 9 7 18 4 5 5 7 9 10 4 13 13 7 13 3 15 15 16 13
split_gain=1.15616 1.11679 1.41826 1.43664 1.32084 1.6811 1.23603 1.17869 1.57522 2.38382 1.15368 1.56903 1.34817 3.39334 2.10027 1.40106 2.40622 1.88772 2.62746 1.88441 1.62363 1.25393 1.19673 2.27502 1.08604 3.45407 3.08948 2.90289 2.37409 2.35673
threshold=157.96759137085004 22.585527707250005 119.04223755815001 20.305474434200004 66.834523482800009 78.909246879600019 67.160372556750005 14.651182102100002 8.9430209551500024 87.568458224950021 11.639306137250001 62.308883479750001 19.152455927400002 12.543841250850003 329.34765841865004 23.803605515150004 23.151456684850004 23.124786352450005 202.80137809380003 64.84561010645001 313.10793983765006 117.99105042915001 117.54745483760001 22.806258769100005 109.34496908160001 84.146051024900018 29.198705243000003 28.566186095050004 18.764956119400004 104.27722550570002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 -4 8 10 -10 11 -7 14 -14 -12 16 24 19 20 21 -19 -17 23 -18 25 28 -27 -26 29 -15
right_child=1 -3 3 -5 5 7 -8 -9 9 -11 12 -13 13 15 -16 17 22 18 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.019284401491873705 0.014076159504510929 0.017227439194505888 0.0021145887845341431 0.0014311302558332678 -0.014731589747710628 0.022026639257326341 -0.027547883321845525 0.0083393976011247959 -0.026649412549850524 0.0011490425902200162 0.017246298795448329 -0.028847679706909327 -0.036376437374846533 0.0014417181445844785 -0.0069548980132542798 -0.026217937906936366 0.016369069115345018 -0.0053641621618633045 -0.016791823533441153 0.0047410339193744164 0.014373819364662345 0.0033098435758464849 0.014648416815222085 -0.012999813806235746 0.016998975144868061 -0.0045151267471285868 -0.026129142138612737 0.001200304057080106 0.015379524410908198 -0.010303207397590943
leaf_weight=1.5360574615187932 3.7648399360477915 2.0665414631366721 1.0013800468295806 3.1684616804122925 3.7173754181712857 0.40575027838349242 2.6854411303065717 10.083415346220134 2.7785510099492958 3.7816096795722842 5.9378977823071164 1.403638655785471 1.2886364047881205 62.352190846810117 2.712343237362802 4.464262222871187 2.6827850835397831 3.5456121545284969 3.401498205959796 1.9784833276644347 5.5525203673169017 0.8967186715453862 9.9021572433412057 2.7975871916860342 6.4388075787574044 12.664418217027562 4.7109936764463773 97.156888596713543 5.4380226247012606 10.342041435651479
leaf_count=96 15 7 18 17 31 2 52 46 43 26 37 74 40 1065 23 142 23 26 30 15 29 13 37 20 31 218 109 476 26 113
internal_value=0.000430165 0.000538658 0.000414177 -0.00982107 0.000673858 0.000484477 -0.0194912 0.00069978 0.000394859 -0.010625 0.00068864 -0.0174393 0.000822923 0.000498561 0.00965785 0.000701349 0.00123721 -0.00509204 0.000293955 -0.0142648 0.00668178 -0.0212789 0.00992018 0.00137702 0.000566377 -0.00118633 -0.0103753 0.00218224 0.000857166 -0.000229205
internal_weight=280.657 279.121 277.054 6.85528 270.199 266.434 3.68682 262.717 252.633 6.56016 246.073 1.80939 244.264 235.614 8.65024 234.325 214.486 19.8391 12.4996 7.33946 9.09813 5.36098 15.3825 5.48037 199.103 95.5077 17.3754 103.596 78.1323 72.6942
internal_count=2900 2804 2797 87 2710 2695 70 2664 2618 69 2549 76 2473 2413 60 2373 2118 255 85 170 55 155 80 43 2038 1531 327 507 1204 1178
is_linear=0
shrinkage=0.0227863


Tree=252
num_leaves=31
num_cat=0
split_feature=6 6 0 0 19 16 5 2 3 16 3 8 6 0 16 17 18 10 3 13 17 7 18 17 5 5 5 9 6 8
split_gain=3.93329 4.57458 2.49234 4.26032 3.93801 3.7054 5.47641 3.54427 3.41857 4.01291 3.30581 3.03169 4.69033 4.49195 2.79098 3.40079 5.23522 5.74051 2.9319 2.52231 2.36889 3.12388 3.2485 4.11165 3.76455 4.97101 2.8091 2.35979 8.00784 3.93176
threshold=13.665319288000001 13.775321858200002 93.972365491700018 87.181320254150009 12.651020723000002 15.444963882950001 16.316541761950003 317.41815758785003 84.968719212850019 17.844958270700005 92.751805500450018 7.943800736700001 14.755344756250002 96.055920542800024 22.634947069650003 200.83528241485001 14.163996107200001 66.697957758300021 89.324021384150015 110.96342087615001 200.83528241485001 23.724432465350002 13.3584252364 191.89151741935004 22.907563598750006 23.803605515150004 21.564786815050002 66.290220196950017 16.375382608200002 5.9453602998000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 10 9 -6 -3 -11 13 -13 15 -5 -17 18 -18 -19 21 22 23 27 26 -26 -24 -12 -29 -30
right_child=1 2 4 14 8 -7 -8 -9 -10 11 20 12 -14 -15 -16 16 17 19 -20 -21 -22 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00035939079353333405 0.0026792996091101568 -0.0025543431836706617 0.001761539061399536 0.0013079537787227195 -0.0031115354283660058 0.0029028671788088453 -0.0033181800374433913 -0.002886511677589184 -0.0031394418789732381 0.0031014414402467574 0.0018855651002072408 -0.0039072543143440228 0.0024554458336260073 0.00061285817987566545 0.0026939900846948304 -0.0038361598813650161 0.0031181746725431067 -0.00017203557716092752 -0.00010148662011411533 -0.0045065089962750609 -0.0023416503477549228 0.0021204323817413636 -0.00086128896865717529 0.0023050404808214334 0.0022333457026325093 -0.0021595162761815514 -0.0045996477928832002 -0.0039244064177139911 -0.0020546139662562545 0.00059235865323289721
leaf_weight=98.430058886297047 8.335163649171589 4.2034412641078225 5.0142697393894178 44.544180044904351 4.4929519537836375 5.6830632053315631 3.6294975746423006 3.8375486838631323 6.3405680591240516 3.0183369331061831 7.4507629554718724 4.458639442920683 3.9086797833442679 4.2697594352066517 9.0038870722055417 3.3665401116013554 6.4936254099011439 2.8078676946461192 4.9406702518463135 2.5336697474122047 3.2964237220585337 9.2486003860831243 4.2564335651695746 10.600573355332015 5.7018198184669 4.6312825363129377 3.751661772839725 4.7483415389433494 6.1988526331260791 54.617863175459206
leaf_count=1334 34 26 19 183 47 18 29 48 76 14 37 65 14 24 37 20 23 18 21 23 22 37 23 42 19 42 32 73 201 299
internal_value=0.000172525 0.00038589 0.000305249 0.000452541 -0.0004029 0.000927399 -0.000371423 9.26577e-05 -0.00112241 -0.000487658 0.000188969 0.000265369 -0.00041202 -0.00169611 0.00105101 0.000822318 -0.000251649 0.000467684 0.00172698 -0.00222802 0.000289677 0.000367676 0.000208683 0.000471993 -0.000991731 0.000264471 -0.00261265 0.000205868 1.49881e-05 0.000322561
internal_weight=343.815 245.385 237.05 196.234 40.8158 14.3268 8.64377 122.544 26.4889 20.1484 118.706 15.6554 12.6371 8.7284 73.6904 64.6866 20.1424 16.7758 11.4343 5.34154 114.503 111.206 101.958 83.6164 18.3412 10.3331 8.0081 73.0158 65.5651 60.8167
internal_count=2900 1566 1532 1226 306 66 48 901 240 164 853 117 103 89 325 288 105 85 44 41 827 805 768 652 116 61 55 610 573 500
is_linear=0
shrinkage=0.00314969


Tree=253
num_leaves=31
num_cat=0
split_feature=10 7 17 3 7 7 5 12 7 17 3 3 3 6 10 18 2 2 7 18 18 18 19 18 3 0 0 16 17 16
split_gain=1.11744 1.11725 1.07168 0.94277 1.71999 1.90196 2.61026 2.5508 3.9419 2.62534 2.35133 2.11906 2.27807 2.63027 1.98166 2.78278 1.91805 1.67575 1.62327 2.75998 1.73929 2.19477 4.5137 1.58624 1.63417 1.54565 2.23848 1.76157 1.78454 1.42087
threshold=54.884872733100003 17.938678131200003 159.06578391905001 108.3367972827 19.874819532250005 21.725272673150005 29.750488688650005 219.23896387120001 20.940097048150005 171.56914438675003 94.92945658615001 94.319176590550015 93.964300117300013 16.525386113000007 71.666228383350017 14.339258036900002 128.59294673040003 123.36062304850002 22.580174331950005 12.949570119650001 13.042786209850002 13.197799034350002 14.351157895250003 13.465147564100002 81.968399939250006 85.737618238150006 85.807518149550006 22.654947022900004 199.14656950540004 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 -2 -3 4 -4 7 10 8 9 -6 11 12 18 16 15 -9 -14 -12 19 -7 -20 22 -22 -21 -25 -23 -27 -28 -29 -18
right_child=1 2 3 -5 5 6 -8 14 -10 -11 17 -13 13 -15 -16 -17 29 -19 20 23 21 25 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.022567351281869017 0.015747565125547799 -0.017301943572057298 0.0089657384664207015 -0.010725950473881451 -0.018342149564030043 -0.004495271910304582 0.023886641089388299 -0.023580962487698063 -0.025226561570048659 0.011407757945582403 -0.0026852035677220709 0.01340737464488327 -0.045717307072839095 0.004359679337822428 0.019058170842219634 0.018651576857072617 -0.027639682336867706 -0.033295451833615125 0.011659136444149861 0.015637560580341079 -0.029339381778394329 -0.01589467917309197 0.0010317085276403354 -0.02396024426101686 0.0081649896678435384 0.022040471101679084 -0.00021586403925650518 0.0018317265105208199 0.018422749619275085 0.006568233415186365
leaf_weight=0.95607463270425697 2.1550088520161799 1.5470378788886581 10.697639490012078 3.3698980933986595 2.1816010037437099 7.1769534423947361 2.1860480131581417 1.7619074247777455 5.5610782457515597 3.4987042779102921 1.6770223323255771 5.8622425785288206 1.2393511906266206 2.4374725772067904 2.5268279500305653 1.180208522826433 1.2601379710249605 1.5673439651727674 5.8337413475383064 11.005046516656874 3.4966916409321112 2.6104250103235236 6.0556865381076932 0.98732139216735904 2.6227799197658896 2.1795165035873643 172.46396796021145 7.8385048378258926 4.6964021250605583 0.97612146101891983
leaf_count=91 29 81 86 48 80 35 9 52 76 34 15 25 10 18 12 6 30 29 33 44 29 27 35 28 36 8 1808 40 27 19
internal_value=0.000403149 0.000481962 0.000362983 0.000462376 0.000601206 0.000258214 0.000733626 -0.00668854 -0.0124887 -1.81118e-05 0.000524468 0.000769042 0.000450899 -0.012591 0.00523355 -0.00663968 -0.0244786 -0.0174729 0.000790675 0.00631367 0.000204064 -0.00013117 -0.0100858 0.0116215 -0.000620894 0.000369861 0.00059669 0.000344055 0.00804782 -0.012708
internal_weight=279.609 278.653 276.498 274.951 271.581 260.883 244.173 16.7103 11.2414 5.68031 241.987 238.742 232.88 5.91308 5.46894 2.94212 3.47561 3.24437 226.967 21.7921 205.175 199.341 9.55238 14.6151 3.6101 189.789 187.178 184.999 12.5349 2.23626
internal_count=2900 2809 2780 2699 2651 2565 2305 260 190 114 2296 2252 2227 77 70 58 59 44 2150 143 2007 1974 64 108 64 1910 1883 1875 67 49
is_linear=0
shrinkage=0.0212838


Tree=254
num_leaves=31
num_cat=0
split_feature=6 6 15 7 0 9 9 0 18 2 0 2 5 6 5 6 15 9 17 7 17 9 13 17 0 2 7 15 13 15
split_gain=3.02727 3.48765 2.06701 2.02976 1.97161 3.36124 4.60683 4.12675 4.60517 3.96532 3.35498 4.99807 2.77102 2.70769 5.186 3.0945 3.27484 6.02314 3.41139 2.80267 2.61941 2.61505 3.21432 4.3972 3.89002 4.45468 3.15458 2.94073 2.15174 6.25115
threshold=13.665319288000001 13.775321858200002 39.283112803100003 29.973557588500004 94.047642319350018 206.50942114985003 213.24207352880003 94.964406541850011 14.297806230850002 159.92742394165003 86.530713386650021 317.41815758785003 20.361635946650004 16.455384477450004 22.443872254700004 16.245379570700006 42.385947950200006 205.07255049940002 204.13511856875002 23.477153707700001 197.57625617845002 66.290220196950017 117.55283175385001 197.22366780595004 85.775256651950016 154.60082690140004 19.152455927400002 23.811316291350003 113.96105169155001 30.046989284200006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 -6 -8 11 12 -3 15 19 16 18 -18 28 -15 -9 -14 23 24 26 -26 27 -23 29 -12
right_child=1 4 -4 -5 5 6 9 20 -10 -11 13 -13 21 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00023242725694725853 0.0030820025462984851 0.0031328900267936881 -0.0050468855088812792 -0.0041190503994750502 0.0032291093989682052 -0.0047120643351994665 0.0022859531242341432 0.00040196227581552706 -0.0044645107504624384 -0.0036432471993611635 0.0027997524104133023 -0.0051895919114403836 0.0023426080379597152 -0.00046633183078814743 0.002880413408316376 0.0026053373242598222 -0.005640117614234906 0.002134712293000867 -0.001466746565831471 -0.0047251302934875625 0.0037461907855544552 0.002356513360993324 0.00039366326915797275 -0.0064371584868418829 0.0017674740108906751 -0.0028744954099204027 -0.0039605225719363726 -0.0048248136509265521 0.0029445973487080466 -0.0011788965301139139
leaf_weight=86.767343307379633 7.5870607979595652 4.732589070685207 1.4721402898430813 2.1497072577476493 1.6668022535741354 5.7989662596955878 4.5446130633354187 12.466507561504843 4.477046899497509 2.8748201355338097 13.501360641792418 2.7795312795788041 7.1102392561733714 6.6716826185584051 5.0186611488461486 22.845680836588144 3.1743437312543383 3.0504397712647915 6.2932726368308058 3.7787375003099442 5.1740303672850123 3.0444637523032778 58.816356990486383 2.3012198098003855 11.842134818434717 4.4366422193124881 7.7700082338415086 1.2580894674174485 13.458731420338152 11.345989681780337
leaf_count=1158 34 17 11 165 6 75 24 72 61 40 59 44 37 29 18 84 26 16 38 27 22 59 353 21 41 39 180 39 49 56
internal_value=0.000212245 0.000446188 -0.000403274 -0.000326392 0.000359328 -0.000476223 -0.00207363 0.000411549 -0.00237726 -1.1444e-05 0.000519332 3.75402e-05 0.000180949 0.00108194 -0.000420867 0.0013975 0.00085457 -0.00183008 0.00122927 -0.00200626 0.00138284 3.62973e-05 -0.000146989 -0.0011844 -0.000758041 0.000502345 -0.00245756 0.000256655 0.0016722 0.000982991
internal_weight=328.209 237.82 90.3892 88.9171 230.233 37.0028 13.2184 23.7844 6.14385 7.41943 193.23 104.091 101.312 89.1389 15.4691 73.6698 50.8241 6.22478 44.5994 10.4504 17.6405 96.5792 89.4689 30.6526 28.3513 16.2788 12.0726 4.30255 38.3061 24.8474
internal_count=2900 1566 1334 1323 1532 300 139 161 67 64 1232 830 786 402 74 328 244 42 202 56 94 769 732 379 358 80 278 98 164 115
is_linear=0
shrinkage=0.00395117


Tree=255
num_leaves=31
num_cat=0
split_feature=5 6 6 5 15 3 4 13 16 3 13 5 2 5 9 10 8 0 10 2 16 5 17 13 6 13 16 0 16 16
split_gain=3.1547 1.70275 1.7537 2.48167 1.87473 1.63489 1.83483 1.57288 6.95092 6.049 3.93293 3.75398 3.32734 2.90314 6.27738 3.0627 2.67316 3.34607 4.59045 4.72476 3.12731 3.12232 2.79514 3.72905 3.06368 2.66698 6.62631 3.44902 2.89275 4.08276
threshold=12.294714844000003 9.3352181158500027 1.8100422913500003 1.6103415277500004 10.643873581000001 108.48197402175002 159.66984649465005 112.82921081865001 19.974953289850003 89.227236891450005 113.96105169155001 20.206488238950005 323.30468295165002 21.042547594650003 198.78883073475004 62.084563606450011 8.543332867800002 86.280686780500005 61.885617704800005 164.41964690330002 22.594947163200004 21.850554661550003 192.15389660515004 117.56358558635002 16.405383309150004 109.72404167800001 19.214955067100004 92.313586825200005 18.684956306450005 15.919962772200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 8 12 -9 -11 -12 25 14 15 -13 17 18 -15 22 -21 -18 23 24 -20 26 28 -27 29 -2
right_child=5 -3 3 4 -6 6 -8 9 -10 10 11 13 -14 16 -16 -17 21 -19 19 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0040784945010882553 0.0007088316980842183 -0.0045046467778866277 0.0047545703434970759 -0.0041128981554156459 -0.00040477681111139834 0.0027161015326806989 -0.0040986231640352064 0.003032815320753657 -0.0038369438770205736 -0.0029003483936401171 0.0025332433270633331 -0.0016037180607881029 -0.0031051247089892327 0.0017969286302136715 -0.0049861356819936725 0.0025931766640401111 -0.0033034630044134279 0.0018859886385281454 -0.0066970894055073645 -0.00014498530529565308 -0.0045170591322366439 0.00010501723263941769 0.0030608011898042857 0.0012482253290411022 -0.00035766431085303488 -0.0010921294013429346 -0.0045921907453790314 0.0029064967930161343 0.0018988366934791496 -0.0010156577326658912
leaf_weight=2.0572896110825232 54.855977446772158 1.7685819067992259 1.2807789146900201 2.1316127942409393 28.374229020439088 0.76304828701540772 2.3256121864542365 13.894639521837233 6.3182200193405142 5.0699616614729157 12.271581918001173 5.2903640344738943 4.1263651605695477 17.063831662759185 4.5582862943410865 4.8434558510780334 4.4196343459188929 31.920397438108921 2.0031249746680313 3.9070967929437739 6.0834542904049158 33.772323080338538 4.5530844628810874 7.1379461027681828 2.482347053475678 4.2920247595757237 4.1058339662849894 11.654871501028536 14.938358422368763 31.387233239598572
leaf_count=137 496 57 3 107 506 8 119 54 46 34 45 25 63 81 30 18 27 121 16 34 76 219 14 27 24 37 35 39 85 317
internal_value=0.00021491 -0.00085701 -0.000666395 -0.000445558 -0.000663884 0.000344735 -0.00241506 0.000374032 6.56716e-05 0.000628971 0.00039922 0.000518449 0.000262365 0.000325341 -0.00126956 0.000402186 0.00053208 0.000949566 0.000258139 -0.000745323 -0.00280723 -0.000289418 0.000528105 -0.000463993 -0.00318873 0.000376982 0.000156863 0.00183029 0.000349574 8.12234e-05
internal_weight=329.652 35.6125 33.8439 31.7866 30.5058 294.039 3.08866 290.95 131.679 159.272 145.377 140.307 125.361 128.035 14.6921 10.1338 113.343 75.1513 43.2309 26.1671 9.99055 38.192 16.1765 11.6234 4.48547 121.234 105.287 15.9469 101.182 86.2432
internal_count=2900 810 753 616 613 2090 127 1963 1118 845 791 757 1072 712 73 43 639 393 272 191 110 246 81 67 40 1009 933 76 898 813
is_linear=0
shrinkage=0.00381338


Tree=256
num_leaves=31
num_cat=0
split_feature=5 5 17 10 13 8 5 6 16 19 2 8 19 10 0 0 16 16 15 16 18 7 16 9 8 0 16 7 4 5
split_gain=0.947396 1.99812 1.87671 1.80812 1.02614 0.892883 1.57286 1.29409 1.12079 1.68838 1.6817 1.95129 1.69372 1.3249 1.32358 1.62845 1.12728 1.03879 1.79351 1.32723 2.65929 2.82469 2.55371 5.18171 3.37107 2.0989 1.94481 1.88934 2.1768 4.23855
threshold=7.7286379265000011 5.2595069053500012 201.37020668845003 90.740838818900016 87.122174175350011 1.6487133604500002 8.494960530800002 5.6401317807500009 13.534968349350001 11.850956171350001 234.61110956795002 2.8477776226000002 10.850875481800001 80.468240302450013 99.378854792050006 101.99741301110002 14.479966139550003 14.994964935250001 20.937157557000003 15.644963415300001 15.150044688000003 24.071745547300001 17.844958270700005 191.87997069285004 4.9461400813500012 97.550703263350016 15.919962772200003 25.926164922500003 309.48890441440005 21.377246852200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2 -7 10 13 12 -12 14 16 -9 -16 -10 18 -11 20 21 -19 23 24 25 -21 -25 28 -24 -30
right_child=5 -3 -4 -5 -6 7 -8 8 9 17 11 -13 -14 -15 15 -17 -18 19 -20 22 -22 -23 27 26 -26 -27 -28 -29 29 -31
leaf_value=0.016969533501082188 0.0095657203211390804 -0.023805749081877759 -0.024034856935487018 -0.023759753752700712 -0.0012823293262099209 0.01537425707408209 -0.026130232640665298 -0.026135918093734275 -0.0063957037319522445 -0.00020353023707541025 0.011007906641021425 -0.01496880738105056 -0.024984092622582589 0.024044076948714396 0.0092900109589569638 -0.024057370592210893 0.013657722992183652 0.0086227397961882637 -0.022173173409625543 -0.013155181744653518 0.015147924290895667 -0.02019368022583596 0.0019403987436079698 0.0022032707105013732 0.019435825281484555 0.026174604132884648 -0.024661974609814862 0.011839522172186801 -0.023162308190820248 -0.00078511949339074984
leaf_weight=3.4027314102277142 1.0516574569046491 2.5413920128485179 1.5188826812664045 1.0655070444336159 3.0427789157256484 3.1773983188904813 1.6595425927080212 1.1304139872081558 2.5959915518760663 6.4755527316592616 4.927472820505499 2.1730454855132848 3.2445091761182994 2.759936448186636 3.3220399925485253 0.99161352962255467 3.3461335357278585 4.3480604579672244 2.7653031232766807 4.8652269487502071 9.5375111419707519 2.996466001495719 154.85098207253031 1.7262455318123082 4.254047479480505 0.8280539959669112 7.5564299426041543 8.5286513636820001 5.3677999693900373 24.848986155353487
leaf_count=29 15 192 107 141 48 21 47 39 23 67 32 70 146 15 43 77 26 30 45 142 54 28 974 17 16 3 132 61 60 200
internal_value=0.000480117 -0.00591819 -0.000883885 0.00379772 0.00835324 0.000755011 -0.012284 0.000887602 0.000712876 0.00108898 -0.00518624 0.00305798 -0.0119236 0.0109695 -0.00413996 0.00162419 0.0048968 0.000729147 -0.00677789 0.00103114 0.00719439 -0.00313396 0.000542257 -0.00739475 0.00405656 -0.0074349 -0.019666 0.00133064 0.000846353 -0.00476027
internal_weight=280.9 11.5713 9.0299 7.51102 6.44551 269.329 2.7112 266.618 263.44 247.651 15.7891 7.10052 8.68858 8.70206 5.44407 4.31365 5.94213 238.949 9.24086 229.708 16.882 7.34453 212.826 19.23 9.94733 5.69328 9.28268 193.596 185.068 30.2168
internal_count=2900 517 325 218 77 2383 62 2321 2300 1893 407 102 305 64 159 120 49 1829 112 1717 112 58 1605 310 161 145 149 1295 1234 260
is_linear=0
shrinkage=0.0228363


Tree=257
num_leaves=31
num_cat=0
split_feature=16 15 0 6 6 14 16 4 6 18 0 10 4 16 13 19 10 6 6 5 2 12 13 13 3 6 19 5 16 15
split_gain=4.39999 2.71532 2.5002 3.24308 3.54949 3.26609 3.05403 2.86434 7.12052 2.50855 2.45134 4.59183 5.80746 4.72549 5.86848 5.48099 8.25865 3.6557 2.43146 2.6208 2.77455 3.15107 4.05693 3.70326 3.10545 3.38186 3.96722 3.69159 3.58793 5.94754
threshold=18.594956516900002 32.540328261750005 86.530713386650021 16.375382608200002 16.285380505300001 384.93581166080008 22.614947116400003 310.49012963040008 15.925372093750001 15.232298661650001 96.249489528150022 70.284360904350009 162.32075757215003 19.214955067100004 112.82921081865001 13.751109481500002 68.579878449600017 16.455384477450004 15.675366252400002 11.848158554650002 323.30468295165002 236.87735968945 108.61908538635001 107.97116697695002 76.220476456350013 11.260263094250002 12.651020723000002 17.369804050850004 15.444963882950001 21.724651858600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 -2 -5 7 10 9 -9 11 13 -13 -4 15 -15 -17 -16 19 -1 21 22 23 24 -21 -26 28 -28 29 -27
right_child=2 -3 6 5 -6 -7 -8 8 -10 -11 -12 12 -14 14 17 16 -18 -19 -20 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00093542113006187097 -3.4624069388025977e-05 -0.0038724308495305258 0.0028201938305936992 0.00046264260464862444 -0.0053593350646831137 -0.0028455010729509138 0.0021126207391638204 -0.0054260675977760827 0.0013873540414148294 -0.00067224179036503217 0.0029353737463120888 0.0023366374491429784 -0.0044345253932162555 -0.0045884241171771862 0.001924601775669719 -0.0035719677559255827 0.0028652304037529068 -0.00065515070189190014 -0.0027010971463411111 -0.0040654800277658424 -0.0028042709624695847 0.0014696733890470503 0.002864344717716464 -0.0043995535455043089 0.0021501636899100059 0.00038325550741500947 -0.0030959185504902077 0.00092462016282638488 0.0022333933142939487 -0.0047558333992784091
leaf_weight=33.48280164715834 3.6846026424318543 2.5380964986979953 13.911190532147883 85.363064871169627 2.69367022998631 3.8780379462987176 21.582824401557446 3.8582299388945085 7.7561887726187706 2.1478009670972824 6.7228339761495581 2.4411394149065009 4.4343302845954895 4.5605942495167247 26.767902158200741 4.3793893009424192 5.7036015316843987 9.1655168905854207 4.6170551427640012 2.3920333078131071 3.6126546636223784 22.868546592071652 5.3865887373685828 2.6583875566720954 8.0078437291085702 17.901706505566843 9.6708407588303071 4.017945557832717 9.0269144251942617 3.317926086485385
leaf_count=767 22 70 45 493 29 44 86 37 33 15 24 11 53 34 96 31 17 41 193 55 46 147 20 32 44 179 114 28 52 42
internal_value=0.000248902 -0.000261762 0.00056524 0.000145303 -0.00228335 0.000318885 0.000919234 0.000638809 -0.000844215 -0.00372606 0.000900183 0.000708457 -0.00203042 0.00100046 0.000499949 -0.00138128 6.93341e-05 0.00126659 -0.000189581 -9.48009e-05 0.000221943 0.000350188 -6.02154e-05 -0.000336622 -0.00013784 4.30314e-05 -0.000341024 -0.00191581 0.000371681 -0.000420298
internal_weight=338.55 129.499 209.051 95.6194 6.37827 89.2411 113.432 91.8487 13.7622 6.00603 78.0865 71.3637 6.87547 64.4882 50.577 14.6436 10.083 35.9334 126.961 122.344 88.8614 85.2487 62.3802 56.9936 54.3352 51.9432 43.9353 13.6888 30.2465 21.2196
internal_count=2900 1789 1111 588 51 537 523 437 85 52 352 328 64 264 219 82 48 137 1719 1526 759 713 566 546 514 459 415 142 273 221
is_linear=0
shrinkage=0.00352557


Tree=258
num_leaves=31
num_cat=0
split_feature=6 6 0 10 0 19 3 16 16 5 16 10 3 16 19 6 8 10 10 2 3 16 18 17 5 18 7 18 7 10
split_gain=4.42116 3.6997 2.72852 4.74233 4.18481 3.56348 3.45495 3.82284 3.10779 6.30403 3.1017 4.99302 5.62117 5.20495 4.56768 2.96378 4.50166 3.15718 2.60929 2.56348 4.04043 5.67357 3.71672 4.57661 3.53905 2.50037 2.38595 2.36439 2.28071 2.65278
threshold=13.665319288000001 13.775321858200002 85.716110573100011 62.00390986255001 94.047642319350018 12.651020723000002 84.968719212850019 17.844958270700005 15.444963882950001 16.316541761950003 19.214955067100004 66.697957758300021 89.227236891450005 19.974953289850003 13.851117550450002 14.815346158200002 7.943800736700001 71.52105164435001 65.630639880500027 116.16618105335002 93.308316333450009 22.604947139800004 13.809421053700001 206.02826764000002 22.852794041600003 13.258783262950002 23.399310583750005 13.400856420150001 29.973557588500004 78.220689305400015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 -2 3 -3 10 8 7 -7 9 -6 -4 12 -12 14 -13 16 -9 -18 19 -14 21 22 26 -24 -22 -26 -21 -27 29 -1
right_child=1 2 4 -5 5 6 -8 15 -10 -11 11 13 18 -15 -16 -17 17 -19 -20 20 24 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00088359412381459185 0.0025513397872634889 0.0001598223603878305 0.0021086446229116357 -0.0023922040907138511 0.0019837035845180649 -0.0030894588349949618 -0.0034653602056203001 0.0028976644868303823 0.0027795864498850287 -0.0033804113622868206 0.002941743655813536 -0.0019754617077270553 0.0014710086420414012 -0.0042550563579518887 0.0024330917697930124 0.0029595372464994362 -0.0030046597309408866 0.00075134660571301453 -0.0016730306022608409 -0.00051661474736603287 -0.0024856599680840655 0.0019188604944835089 -0.0041665751436345934 0.00038094586356616329 -0.0020503219463193115 0.0028186110180266045 0.0021927332094236465 -0.00029242427740399399 -0.0032969023929008429 0.00017151227877718753
leaf_weight=40.276373751461506 7.9904409721493712 44.064399210736156 15.999215053394435 8.6290680542588216 5.2175828292965871 4.4051231928169789 4.8518648575991383 2.9916736111044875 5.3819087147712699 3.7185836993157864 11.456733100116251 4.9961976241320354 31.370070643723011 3.8846300877630702 4.3628244139254093 3.1499848440289488 5.6889749057590944 3.6347650587558746 4.7023187950253478 6.6558908447623271 7.5638364069163826 25.059096675366163 4.3262991644442064 4.4479826651513577 3.5845247423276296 4.1800636015832406 6.2418258637189865 5.7526664175093174 2.5223923283629111 57.08370337728411
leaf_count=432 34 422 75 147 19 47 70 14 18 29 42 31 109 37 14 10 66 27 22 31 47 97 27 22 41 16 20 32 165 737
internal_value=0.000216458 0.000444587 0.000373353 -0.000258097 0.000554556 -0.000360004 -0.0010838 -0.000502279 0.000889734 -0.000248452 0.000801504 0.000638863 0.000849064 -0.00119181 7.96403e-05 0.000234646 -0.000462315 -0.00154042 0.000618276 0.000726909 0.000382687 0.000898794 -0.000280698 -0.00186128 -0.000761384 0.000203468 0.000794569 0.00101682 -0.000341536 -0.000264969
internal_weight=344.191 244.309 236.318 52.6935 183.625 39.0405 24.7224 19.8705 14.3181 8.93617 144.584 128.585 115.341 13.2437 9.35902 15.4654 12.3154 9.32374 103.885 99.1823 67.8122 46.7311 21.672 8.77428 21.0811 13.5173 12.8977 9.93273 99.8825 97.3601
internal_count=2900 1566 1532 569 963 300 234 164 66 48 663 588 506 82 45 117 107 93 464 442 333 197 100 49 136 89 51 48 1334 1169
is_linear=0
shrinkage=0.00314801


Tree=259
num_leaves=31
num_cat=0
split_feature=13 16 16 12 15 18 0 13 10 6 8 15 7 18 6 17 16 9 17 17 7 3 18 0 13 3 10 17 9 18
split_gain=0.938676 1.6855 1.62052 2.84627 1.90838 1.43844 1.56725 2.67169 2.34844 1.74136 2.42583 2.2887 2.17148 1.28276 1.81276 1.27468 3.66319 2.12892 1.21173 2.16139 1.10984 1.53292 1.01697 1.59493 2.5631 2.17634 1.37621 5.84951 2.41652 2.46043
threshold=95.99139754765001 14.274966618900002 14.184966829400002 216.11788648010003 6.9561856507500011 17.108018746400003 98.615332683000005 99.19872809730002 81.524804347700012 11.495268585100002 7.7439566930000003 23.304416445750004 25.967949918250003 14.708525021850003 3.6650856341500009 211.47438991805004 17.654958715000003 212.89864875025003 200.96259924040001 201.37020668845003 21.725272673150005 73.962171626800014 15.312071772700003 96.249489528150022 108.17011287860002 81.796338618900009 70.343506983200015 192.00356210945003 206.08249486475003 14.752187928300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 8 -8 -9 -11 -12 -13 -5 18 -7 17 -17 -15 -20 -16 -22 26 24 -24 -25 -2 28 29 -28
right_child=5 -3 -4 13 -6 15 7 9 -10 10 11 12 -14 14 20 16 -18 -19 19 -21 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.020660499025461524 0.0016068690410674315 -0.025660295396840907 0.023255544661941945 -0.021534758919039065 -0.028805127184126304 0.024325264436187828 0.013321531179950972 -0.036936869185691105 -0.022778815434291288 0.014666430432364107 -0.034529489931356905 -0.03033275723553196 0.017231443463973525 -0.02966810576454925 0.029778179596636915 0.0084634140016024376 0.030997201141579538 -0.032703835585840384 0.032594126109982392 -0.028357467836573596 0.010992113613099859 -0.020155526076031119 -0.032607413188816776 -0.003425628475320457 0.0085940510938477144 0.018981949094873132 -0.00019564399022987716 -0.027700783702578974 -0.023210738988778915 0.023271653769044928
leaf_weight=0.6638199676526807 183.37973021145444 2.4804406166076651 1.7165862759575237 1.5824186936952163 4.2626777462428436 3.5562132932245714 5.954476208426061 2.251549389678984 1.7076419480144975 2.1664122287183982 3.222547322511673 1.1653781328350308 1.796544339507818 1.6447118603391566 1.7271138727664936 1.7895198650658133 2.2639159262180328 1.9151669014245269 0.88045751582831122 0.83456646837294102 7.1554047404788417 1.3895689053460953 1.7388457446359122 4.7163351867347947 3.084059908054769 9.8767537400126439 12.954689239151785 6.3544711275026193 2.4144093273207536 4.4103076027240595
leaf_count=31 1309 66 11 37 310 20 54 42 48 15 51 31 18 111 8 14 8 29 3 67 111 29 38 39 22 52 142 126 33 25
internal_value=0.000632712 -0.0044608 -0.00205501 -0.00421222 -0.0221399 0.00111559 0.000716849 -0.00693321 0.00527591 -0.0157564 -0.0100458 -0.0187025 -0.00148285 0.00159291 0.00427763 0.0114641 0.00380109 -0.0128183 -0.013026 0.00293381 0.0099372 0.00592694 0.00132719 0.00726869 -0.00626069 0.0117401 0.000776579 -0.00504952 0.00222759 0.00576451
internal_weight=281.057 24.3378 21.8573 20.1407 4.9265 256.719 247.194 18.2645 7.66212 10.6024 8.35088 6.18447 2.96192 15.2142 13.6318 9.52482 5.9686 3.70469 3.35974 1.71502 10.2721 8.54497 228.93 19.416 4.82291 14.5931 209.514 26.1339 19.7794 17.365
internal_count=2900 784 718 707 341 2116 2045 259 102 157 115 100 49 366 329 71 51 43 181 70 148 140 1786 151 60 91 1635 326 200 167
is_linear=0
shrinkage=0.0271374


Tree=260
num_leaves=31
num_cat=0
split_feature=8 9 10 9 0 6 10 3 5 15 17 7 16 17 17 17 8 15 17 10 2 2 7 10 15 7 10 5 4 16
split_gain=3.20227 6.45083 5.03432 3.27604 3.24402 5.69875 3.03048 3.58588 7.4367 2.7941 2.6806 2.53716 2.98978 2.39794 2.37063 3.53835 2.14184 2.47871 2.4339 2.41894 3.19791 2.87581 2.23697 2.22239 2.14459 2.10279 2.00772 1.65848 1.65289 3.87317
threshold=4.9461400813500012 75.115715165350011 83.715897724050009 186.67271206880002 85.716110573100011 16.465384711100004 61.928633034850002 94.92945658615001 30.133297129900004 33.349666957650008 187.45953903175004 22.597569836950004 22.654947022900004 199.01194954300004 189.27091549140002 188.54236693505001 1.6487133604500002 21.073645951400003 201.37020668845003 84.600400448950026 323.30468295165002 292.80063980640006 22.580174331950005 90.988176966900014 28.321365561200004 22.786890330450003 62.025417527550012 21.197160116700001 225.05241822990004 18.934955721800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 9 5 -5 7 -7 -9 -2 -11 27 25 26 15 -8 17 18 23 20 21 22 28 -1 -24 -13 -14 -6 29 -18
right_child=2 -3 -4 4 11 6 14 8 -10 10 -12 12 13 -15 -16 -17 19 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00067246715350842 0.0031022485664781046 -0.0037976800970931689 -0.0027581024678254803 -0.0051705820501305334 0.0029701948611968181 0.0021842268853897529 -0.0041396649204739041 -0.003869405552329782 0.0024567028223545311 -0.00080991902088612484 0.0017369160147999983 -0.001603364845319414 0.0015780659232707676 0.0032260413707064111 -0.0052181266640967654 0.0040733605930669175 -0.0039792327722287931 -0.0039328954450564184 -0.0036787531482189982 0.0026639012058845926 -0.0030365442407524297 0.0026260643152548556 -0.0042970112192063821 -0.0035739666829029113 0.0019838454706971147 0.00027987974497990331 -0.0014186205458735618 0.00041794923837264615 0.00079866845908174602 0.0013963052388285776
leaf_weight=10.546145879663529 9.0562767349183577 6.2570694037713102 5.9454253483563653 3.1848253849893835 7.4664147868752462 7.6265952475369039 1.3440554970875376 4.8903857804834825 3.9835791289806366 7.6214778795838383 13.584257654845713 7.3086546771228305 9.3513067737221736 6.9978940188884726 2.2511107306927443 1.1498909965157507 3.1131881759502056 3.0731023531407109 2.431638174224644 4.5570862032473078 3.6666794475167981 5.4591645384207359 2.5460484512150283 1.6892247926443804 0.85889739915728558 168.28771434165537 3.6809442285448304 5.0370230153203011 17.837552726268768 3.222648698836565
leaf_count=132 36 217 228 39 22 29 40 49 13 35 56 38 35 28 26 3 76 94 108 39 39 26 71 131 5 1060 24 22 153 26
internal_value=0.000203711 -0.000479264 0.000369542 0.000440293 0.000301867 -0.000883005 -0.000240275 0.000455851 -0.00102958 0.00150409 0.000821567 0.000440948 0.000345007 0.00160311 -0.002661 -0.000352862 -0.000127347 -0.00112609 -0.000537989 0.000302056 8.81631e-06 0.000346807 -0.000104375 8.62012e-05 -0.00271267 0.000201496 0.000731655 0.00194202 0.000263016 -0.00124503
internal_weight=334.026 65.2584 268.768 262.822 232.56 24.4304 21.2456 16.5006 8.87396 30.262 21.2057 208.13 195.627 20.0301 4.74506 2.49395 59.0014 17.7401 14.667 41.2613 36.7042 33.0375 27.5783 12.2354 3.40495 175.596 13.0323 12.5034 24.1734 6.33584
internal_count=2900 1117 1783 1555 1428 199 160 91 62 127 91 1229 1185 87 69 43 900 465 371 435 396 357 331 263 76 1098 59 44 255 102
is_linear=0
shrinkage=0.00343713


Tree=261
num_leaves=31
num_cat=0
split_feature=16 15 13 7 15 6 13 13 13 9 17 18 10 7 16 13 5 10 16 10 5 5 9 10 0 6 9 15 7 16
split_gain=2.98889 2.45676 3.53473 3.24503 2.3031 2.30081 2.23785 2.07809 4.20295 1.95278 1.72776 1.6951 5.84901 2.10131 1.94668 2.44863 4.61807 4.15659 3.35947 3.28825 2.90165 3.27092 8.9058 3.18624 2.29329 2.45419 3.38292 2.50128 3.65548 4.85641
threshold=18.594956516900002 46.574831689400007 117.61735474900001 23.539316666200005 32.540328261750005 15.675366252400002 73.376087754350024 108.61908538635001 107.97116697695002 64.606296034500005 176.11179263395005 15.042884401850001 70.182199495350019 25.067667658500003 19.214955067100004 112.82921081865001 17.671168838450004 66.318885161900013 19.974953289850003 65.630639880500027 20.206488238950005 21.042547594650003 198.78883073475004 62.084563606450011 86.530713386650021 16.375382608200002 186.67271206880002 42.133814420300006 23.124786352450005 22.704946905950003
decision_type=2 2 2 2 2 2 2 2 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 9 -3 -4 5 6 -1 8 -8 -2 -7 12 13 14 -11 16 -16 19 -18 20 -17 22 23 -22 25 -23 -27 -28 29 -29
right_child=1 2 3 -5 -6 10 7 -9 -10 11 -12 -13 -14 -15 15 17 18 -19 -20 -21 21 24 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0034561264721846719 -0.0017314490028871861 -0.0031162807592762898 -0.0020790182414441019 0.0019728038051591646 -0.0034497343226963348 -0.0034181627823849721 1.8028542284346016e-05 0.001859489156249787 -0.003957258671285096 0.0018498945280598668 0.00096110569516567131 0.0016346141603574527 -0.0030830751722458467 -0.001361903231795555 0.0021397698524839607 0.002123416534166647 -0.00058126800943950974 0.0028496793873562186 -0.004582743871514033 -0.0021425000224810373 -0.0011600516869472713 -0.0022366766087980761 -0.0050666748590357863 0.0023049863990476879 0.0014379934292585866 0.0015543478631615242 -0.00056024990290921318 -0.0033193545303963419 0.0020567205298227232 0.0015647219975467583
leaf_weight=1.9107059086672951 3.8025254327803841 4.6750012496486297 3.3504345118999463 4.9725840017199516 2.1538459882140151 3.5525065599940708 105.43307549878955 5.877173136919736 2.7640144154429427 12.543057447299359 1.2276407191529868 14.075222760438917 4.5281086266040793 5.4608756378293029 3.9205781891942015 11.896673835813997 6.1046587638556939 8.3310475349426252 3.2591590583324432 4.496080517768859 5.4206713214516622 3.4652218073606482 3.8797586970031253 5.33004330098629 28.705365709960461 21.611168723553419 28.701338678598404 3.8567475341260451 11.646304652094839 4.4298679083585739
leaf_count=145 31 76 38 18 70 172 1318 29 34 65 21 66 56 34 13 44 31 31 28 22 25 23 28 19 110 112 146 33 45 17
internal_value=0.00020561 0.000437686 -0.000902006 0.000341741 -0.000187974 -0.0001298 -4.06278e-05 1.65806e-05 -8.35246e-05 0.000526773 -0.00229348 0.000571575 0.00048732 0.00058074 0.000644038 0.000546491 -0.000759929 0.000668907 -0.00197402 0.000532755 0.000626037 0.000473843 -0.000933672 0.000557862 0.000674911 0.000377741 0.000506711 4.11823e-05 0.000907182 -0.00070842
internal_weight=331.381 208.462 12.998 8.32302 122.919 120.765 115.985 114.074 108.197 195.464 4.78015 191.662 177.587 173.059 167.598 155.055 13.2844 141.77 9.36382 133.439 128.943 117.046 14.6305 10.7507 102.416 73.7106 70.2454 48.6343 19.9329 8.28662
internal_count=2900 1111 132 56 1789 1719 1526 1381 1352 979 193 948 882 826 792 727 72 655 59 624 602 558 72 44 486 376 353 241 95 50
is_linear=0
shrinkage=0.00318231


Tree=262
num_leaves=31
num_cat=0
split_feature=6 6 0 0 2 9 0 17 9 2 3 16 9 12 7 7 5 9 8 6 0 9 3 7 5 3 16 14 5 18
split_gain=3.96931 4.86653 3.00007 5.01536 4.08033 3.92715 5.2671 6.26776 4.22488 4.26453 3.19888 2.86397 3.14318 3.40359 2.51396 2.66253 2.45612 2.6445 3.45669 3.22672 2.88711 3.5008 3.54391 2.61311 2.72306 4.24267 4.14747 3.5559 3.56323 4.81761
threshold=13.665319288000001 13.775321858200002 93.972365491700018 87.181320254150009 317.41815758785003 206.50942114985003 94.964406541850011 192.15389660515004 213.24207352880003 159.92742394165003 92.751805500450018 22.634947069650003 188.53841931785004 93.660658182900008 24.673428656250003 24.071745547300001 20.361635946650004 66.290220196950017 5.9453602998000008 16.355382140900002 86.530713386650021 186.67271206880002 93.770731131900007 23.789355599150003 30.133297129900004 94.92945658615001 22.704946905950003 168.39662374755002 22.852794041600003 13.316069313700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 6 7 -4 -7 -10 -3 12 -5 -14 15 -8 -12 -18 -19 -20 21 22 -21 24 25 26 27 -23 29 -29
right_child=1 2 5 11 -6 8 14 -9 9 -11 16 -13 13 -15 -16 -17 17 18 19 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00037764314188412109 0.0028233807405886263 -0.0026118690533204494 0.0016205165247189324 0.0029614900695602063 -0.0031567448387289439 -0.0038179394072341364 0.001325185187926319 -0.0043438823254136989 0.0016699848849899936 -0.0032273058144507453 0.0025359958958092507 0.0028016396425913468 -0.0017994856135449702 0.00090247508698169476 0.002355253227700623 -0.0022629758947577162 0.0020398921302280291 -0.0017992816778417105 -0.0022791386369935022 -0.00081853484824660132 0.0019305785640151036 0.0016516128447099914 0.0023217391204781216 0.0018507634956605209 0.0021737827484503594 -0.0035554655972490669 0.0021934833564152124 -0.00093234959449941634 -4.922779657386188e-05 -0.0045765036458464648
leaf_weight=94.107170112896711 8.2705018371343595 4.0811552405357352 3.0028890483081367 6.8254202436655751 3.9008013028651467 6.2851305948570353 5.7028438821434992 4.6272738557308912 4.6524049825966358 3.0379360169172287 4.7990156114101401 9.3511041998863202 5.3053075820207587 52.538028610870242 9.3074951693415624 3.418922008946538 7.416878215968608 9.4624022948555631 4.9717222116887561 5.2446943968534496 10.913891300559042 5.6174485608935347 12.7312392629683 5.7140133939683428 3.8315832912921897 4.6701917666941872 5.8302914984524241 11.186885021626951 16.437874338589609 5.640096638351678
leaf_count=1334 34 26 15 30 48 76 25 57 24 40 18 37 28 230 40 29 37 263 38 24 37 20 49 27 13 63 21 52 124 41
internal_value=0.00018351 0.000399253 0.000314482 0.000477935 7.8567e-05 -0.000487659 0.000249729 -0.00199656 -0.00186263 -0.000264605 0.000185023 0.0011386 0.000898128 0.000654655 0.00117975 -1.96907e-05 0.000284741 0.000186229 5.17729e-05 0.000240537 0.000383186 0.000163587 0.00140553 -0.000215263 -0.000437107 -0.000639685 -0.000335134 -0.000714293 -0.00111382 -0.0021538
internal_weight=338.883 244.775 236.505 196.47 122.45 40.0349 26.0594 7.63016 13.9755 7.69034 118.549 74.0199 64.6688 57.8433 18.4293 9.12177 114.468 109.669 102.252 92.7899 87.8182 76.9043 17.9759 58.9284 53.2144 49.3828 44.7126 38.8823 33.2649 16.827
internal_count=2900 1566 1532 1226 901 306 166 72 140 64 853 325 288 258 94 54 827 809 772 509 471 434 73 361 334 321 258 237 217 93
is_linear=0
shrinkage=0.00321496


Tree=263
num_leaves=31
num_cat=0
split_feature=16 6 0 4 10 0 16 15 13 13 5 16 9 18 0 16 6 2 19 5 4 6 10 15 0 17 18 7 18 17
split_gain=6.0035 3.30054 3.11303 4.80848 6.18174 3.59572 2.86853 2.83473 3.0991 4.53428 2.91954 3.13595 4.58286 6.74007 4.17753 4.05657 4.04512 2.97647 3.68799 3.07648 2.77645 7.15981 2.75425 2.84292 2.57248 2.51778 2.77665 2.97437 2.27589 2.27579
threshold=18.594956516900002 15.675366252400002 86.530713386650021 248.34582299520005 62.041548276350007 86.280686780500005 22.614947116400003 32.540328261750005 108.61908538635001 107.97116697695002 11.848158554650002 15.919962772200003 191.87997069285004 17.552559642400002 95.762878606550018 13.534968349350001 13.475314848550001 187.77144079505004 12.651020723000002 16.579584939650001 310.49012963040008 15.925372093750001 61.944763783650011 45.169600924000008 103.82556453975 192.84209122775002 13.849588037450003 21.061418062900003 15.232298661650001 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=1 7 3 -2 5 22 20 8 9 10 24 15 14 -14 16 25 -13 18 19 -17 -4 28 -5 -24 -1 26 -12 -28 -22 -26
right_child=2 -3 6 4 -6 -7 -8 -9 -10 -11 11 12 13 -15 -16 17 -18 -19 -20 -21 21 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=-0.0024931293397030953 0.00074836583428140998 -0.00273997546326195 0.00094934537933019257 1.5303455227396393e-05 -0.0037053403150553253 0.0023156097617286252 0.0020066091720183405 -0.0035858502520432984 0.0020824624005270293 -0.0041143886470593246 -0.0035731175221376445 -0.0039520603246646826 -0.0034067807179262717 0.0019716582002808395 0.0032922781295109142 0.0015992170887057751 0.0019099177629289788 0.0021089755501213429 -0.002379799248585343 -0.0013597408016205927 -0.0048208237986693356 0.0014223199623244775 -0.0050267774716499219 -0.00083880651734599123 -0.0034897246485433228 -0.0039534022928599619 0.0027774809486785187 -0.00060070394912658729 -0.00068662203573163912 -0.00010122124308866982
leaf_weight=8.2550625754520279 60.678197065368295 5.4315811907872549 77.964976910501719 19.513834570534531 6.0865195132791987 5.1891354322433463 22.304482199251652 2.4879047814756623 6.4659055527299634 3.0434866994619361 2.2753115962259534 2.5319241918623465 9.8111290447413904 3.2441524714231482 4.1914097815752029 16.592084225267179 2.3987074214965105 18.286204779520631 4.1790465712547293 4.7233812101185313 3.7615845426917058 7.7539782114326954 2.5982564240694037 4.8844481017440557 2.2822733293287483 2.1822808049619189 3.6831320747733107 10.507030923850833 2.2130462341010571 22.721134637016803
leaf_count=183 298 197 352 124 72 16 86 66 29 34 62 32 127 15 12 77 13 87 38 34 37 33 21 57 142 53 17 129 15 442
internal_value=0.000263304 -0.000269543 0.000601839 0.000182046 -0.000715819 -0.000150481 0.00096622 -0.000166215 -9.94211e-05 -0.000216104 -0.000115443 0.000203754 -0.000841116 -0.00207027 0.00091803 0.000574937 -0.00110026 0.00111308 0.000398771 0.00094353 0.000713145 -0.000628237 -0.0006245 -0.00229302 -0.000927442 -0.000688511 -0.000255792 0.000276122 -0.00328949 -0.000410519
internal_weight=348.242 135.293 212.948 98.9504 38.2722 32.1857 113.998 129.862 127.374 120.908 117.864 84.6058 22.1773 13.0553 9.12204 62.4285 4.93063 43.7807 25.4945 21.3155 91.6936 13.7286 26.9965 7.4827 33.2585 18.6478 16.4655 14.1902 5.97463 25.0034
internal_count=2900 1789 1111 588 290 218 523 1592 1526 1497 1463 696 199 142 57 497 45 236 149 111 437 85 202 78 767 261 208 146 52 584
is_linear=0
shrinkage=0.00323475


Tree=264
num_leaves=31
num_cat=0
split_feature=19 15 10 3 4 5 5 3 10 6 13 0 13 5 3 13 13 5 7 5 9 10 9 13 8 13 3 0 0 10
split_gain=1.02792 0.955821 1.08233 0.860113 1.4818 1.05215 4.34692 2.18268 2.75521 1.3875 1.3795 5.49465 6.21339 4.44928 3.77338 3.13615 2.69932 2.58873 2.23119 1.87112 2.99848 5.77274 2.43244 2.1853 1.89821 3.19285 5.61448 3.17164 6.05054 2.69474
threshold=9.4507625164000029 51.067537391750008 61.923256118600001 108.48197402175002 159.66984649465005 25.763052016400003 24.779543538450003 101.23926781830001 57.129735272050006 16.425383776450001 112.82921081865001 92.031298721500022 106.97106055245001 20.950952025950006 89.227236891450005 109.57886493895002 113.96105169155001 19.812684199800003 20.778835947700006 21.197160116700001 197.19111486365003 62.837331883000012 192.33792147965002 117.60122400020002 8.543332867800002 117.68187774410002 93.458869988800004 86.135510041400025 85.807518149550006 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=-1 3 -3 5 -5 6 10 -7 -9 -8 11 12 18 15 -12 -13 -16 -18 -2 20 22 -22 23 -19 27 26 -26 28 29 -21
right_child=1 2 -4 4 -6 7 9 8 -10 -11 14 13 -14 -15 16 -17 17 19 -20 24 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.018173102197455587 0.0099862485374581384 0.0054938358406379497 -0.029578502149065437 0.017084824911600505 -0.026374571822787959 0.015849677466599446 -0.0082511200841685894 0.0059370519237674354 -0.023123339533602225 -0.034196901697382646 0.01671423626416629 0.00022290696978501627 -0.037305220668895918 -0.02683676195666786 -0.017452515501441137 0.012731539373234997 0.01816895549020419 -0.017478531892118367 -0.019763840823123713 0.018568832568246676 -0.034859491228343566 0.0065188798651140134 0.016143282368745196 0.0070123002128235313 -0.011975897363853572 -0.021431982050010581 0.013976811875997435 0.010882001874185462 -0.021328802898740017 -0.0023190125268893005
leaf_weight=1.7677489292109374 4.1992435962893051 0.91278797201812212 1.3322486425749955 0.67613764712586943 1.6905742452945558 8.7475367127917725 2.3851038580760351 8.9517838391475362 2.5893553565256289 2.7110244617797434 11.187958914786575 100.34864274715073 5.1465398240834475 3.4500834387727073 4.3975067045539609 14.068895205855368 6.0337021239101878 4.596342548727991 2.4616207212675363 6.9465851634740856 4.7006497196853143 3.7166512757539749 4.9448977187275878 4.3803519904613495 9.7227534316480213 4.4607995562255374 10.866867814213036 31.745302706956863 6.5630312059074631 8.3996416274458152
leaf_count=183 43 7 37 8 119 57 28 72 54 58 53 1346 66 68 23 56 26 26 74 24 34 16 20 17 57 40 59 128 47 54
internal_value=0.000687914 0.000806006 -0.0153188 0.000935253 -0.0139588 0.00106218 0.000633454 0.00650207 -0.000582901 -0.0220537 0.00109164 -0.000692586 -0.0168292 0.000923901 0.00297785 0.00176098 0.00159923 0.00238165 -0.00100834 0.00143894 -0.00489854 -0.0165889 0.00216972 -0.00552776 0.00323771 -0.00240149 0.00172152 0.00587055 -0.00139076 0.00713603
internal_weight=284.102 282.335 2.24504 280.09 2.36671 277.723 257.434 20.2887 11.5411 5.09613 252.338 129.675 11.8074 117.868 122.663 114.418 111.475 107.078 6.66086 101.044 22.3389 8.4173 13.9216 8.97669 78.705 25.0504 20.5896 53.6546 21.9093 15.3462
internal_count=2900 2717 44 2673 127 2546 2363 183 126 86 2277 1653 183 1470 624 1402 571 548 117 522 113 50 63 43 409 156 116 253 125 78
is_linear=0
shrinkage=0.0248114


Tree=265
num_leaves=31
num_cat=0
split_feature=16 0 6 4 13 16 4 6 16 18 9 7 3 10 7 9 7 5 7 15 18 6 5 6 17 2 17 7 7 15
split_gain=4.20428 2.59461 3.59991 4.04313 3.88828 3.45732 2.80797 7.10405 2.58724 3.45794 3.91812 3.46551 3.15697 3.99798 2.51175 3.71916 4.69145 3.05021 3.84081 4.82994 3.69279 3.00303 2.68268 2.48348 2.47162 2.78779 2.51165 2.83874 2.45783 2.45127
threshold=18.594956516900002 86.530713386650021 16.375382608200002 390.96858665540009 117.38883580790001 22.614947116400003 310.49012963040008 15.925372093750001 22.554947256700004 13.849588037450003 196.26893085885004 23.9444576715 83.511574906150017 70.284360904350009 22.726915405250001 207.56260994255004 23.738191650050002 22.852794041600003 23.124786352450005 42.385947950200006 13.316069313700003 16.415383542800004 23.803605515150004 15.675366252400002 187.45953903175004 111.23922738415001 182.28951942140003 22.535351262400003 25.852307279700003 32.540328261750005
decision_type=2 2 2 2 2 2 2 2 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 4 14 -2 6 8 28 9 -3 11 -11 -12 -14 21 16 17 20 19 -19 -16 -4 -20 29 26 -26 -23 -28 -8 -1
right_child=1 5 3 -5 -6 -7 7 -9 -10 10 12 -13 13 -15 15 -17 -18 18 22 -21 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-9.6344456391716653e-05 0.0012434598337358986 0.0021017614113547781 0.0038463751354874984 -0.0036096307084096278 -0.0043947893569846923 0.0021699157018965475 -0.0053377949752638661 0.0013586288224242994 -0.0014690547891949121 -0.00011642882805811585 0.0033506640220216564 -0.0047958706885199596 0.0010302211478352393 -0.0026768300591819279 -0.00020044536569082866 -0.0036911181062452289 0.0034851850312121744 0.0026030867455693316 0.0039619843631148602 -0.0042583172317806816 -0.0040343321829698015 0.00078625271391749856 0.00031581376123497173 -0.0027377759207849852 0.0026761254338457212 -0.00014627471018987769 -0.0028240982522790693 0.001294090710502489 -0.00063586730434187747 -0.0038765047582494305
leaf_weight=118.13115548365749 2.3956467956304541 25.641073301434517 4.1670076325535765 3.1925634993240228 4.3064113575965166 22.254495047032833 4.0226495750248423 8.0410627871751768 5.5097225010395041 6.3316057808697206 5.9916647821664801 2.905898816883564 28.077022422105074 4.2104330882430068 8.4016793742775935 3.5707720518112174 4.5074042603373519 2.0462096333503714 4.5714617818593961 3.499009313993156 5.0697198621928683 18.955902804620568 5.7135352864861488 4.916474745143204 12.540979959070684 6.7884719297289839 6.3157185912132245 3.1608267109841108 2.1453148126602173 2.1990836542099705
leaf_count=1526 10 89 11 38 41 86 38 33 26 29 19 36 113 40 36 35 12 6 11 46 32 133 34 197 38 46 43 16 14 66
internal_value=0.000249973 0.00055172 0.000131232 0.000313136 -0.0023794 0.000914036 0.000613109 -0.000838298 0.000875265 0.00105182 0.000485251 -0.00158847 0.000985681 0.000546805 0.000453365 -0.00024786 0.000115802 -0.000402502 0.000653373 -0.00172643 -0.00164326 0.000958126 0.00193646 -0.000266404 0.00070614 0.0016849 4.07393e-05 -0.00145051 -0.00370239 -0.000165428
internal_weight=339.581 214.334 99.2033 92.5013 6.70206 115.131 92.8764 14.209 78.6674 73.1577 47.5166 9.2375 38.2791 32.2875 89.3087 37.3798 33.809 29.3016 15.8302 5.54522 13.4714 51.9289 10.285 125.247 47.7619 19.3295 28.4324 9.47655 6.16796 120.33
internal_count=2900 1111 588 537 51 523 437 85 352 326 237 65 172 153 499 212 177 165 97 52 68 287 45 1789 276 84 192 59 52 1592
is_linear=0
shrinkage=0.00354757


Tree=266
num_leaves=31
num_cat=0
split_feature=17 6 3 6 13 16 8 3 19 7 3 10 13 19 7 5 17 18 0 4 6 5 19 10 10 9 8 14 12 2
split_gain=0.999532 1.06839 1.73116 2.52344 1.50369 1.31741 3.12756 2.43697 1.35807 1.2307 2.68056 1.44267 2.78405 1.48893 1.25882 1.08852 0.970219 2.07743 1.88956 2.26804 2.75015 1.96255 1.50597 1.37694 2.07098 1.13782 1.39816 2.94588 2.20517 2.5717
threshold=157.96759137085004 10.715250360100002 76.884525614550014 11.175261108200003 107.54907905045002 17.924958083650004 7.1444245619500011 82.234557294150008 9.4507625164000029 22.969987962250006 75.559115756250023 87.33187390945001 81.98184222990001 11.450923895500003 24.575790737200006 8.7367486019500031 220.68978861510001 17.108018746400003 98.615332683000005 267.88310861120004 13.200308423050002 15.299679811400003 12.551012654050002 75.645146416450004 75.465019721650009 226.28914430085004 8.8430989333000021 168.39662374755002 113.21840097485001 151.19096455890005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 7 8 -2 -10 11 13 -13 15 -14 -11 17 18 21 20 22 -5 -20 24 25 26 -23 -28 -29 -30
right_child=1 2 3 16 -6 -7 -8 -9 9 10 -12 12 14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.02088315801031896 -0.028869865398267931 -0.021620111710085755 0.02150484099587659 0.01923184433365209 -0.035834771902766252 0.0096906835202503865 -0.029319626446882293 -0.023578714783703679 0.014016695368144951 -0.030597059395995271 -0.030847168691098766 0.01127631021097081 0.014470789082844675 0.016851195124351979 -0.029110722366184043 0.012306245996424048 -0.012437883346301016 0.019930957055407299 0.016815858969617663 -0.026677389621519779 -0.032057453299284305 0.0016429281312216961 -0.012369653349619578 -0.015765864792281183 0.021895177517245193 0.015486227903690149 0.007261234312833968 -0.045671109309029172 0.0012464825667446646 -0.030317659017789201
leaf_weight=1.5044838056201104 1.0050701696891433 2.2738123903982332 4.4524195380508891 4.4284306466579428 0.98576140403747459 5.2704629739746442 3.2520951221231362 3.1542106457054606 5.201157478149983 0.92971953144297159 1.8622406283393491 3.4281720221042633 0.55490082269534502 6.1668981616385281 2.9966975715942681 0.75865930318832397 3.5723335789516559 4.2505549732595673 3.9119136612862331 3.6560981767252088 1.5839909464120863 188.78235391480848 1.83478139154613 3.2673816522583357 3.5004402399063101 3.9082883186638346 6.4077288154512635 1.50003576884046 4.9060268243774772 2.902210530359298
leaf_count=96 112 61 21 20 11 36 140 115 53 37 54 90 7 65 131 8 38 27 41 57 30 1421 35 25 16 21 39 15 38 40
internal_value=0.000723156 0.000838959 0.00146354 0.00167966 -0.00346596 -0.00254324 -0.00474313 -0.0016759 0.0013405 0.00272706 -0.000789633 0.00298348 -0.00580951 0.0107965 -0.0223016 -0.0113188 0.00130942 0.00151854 0.00117914 -0.00957762 -0.00104931 0.0017173 0.00749763 0.00135684 0.00162085 0.00128032 0.00100882 -0.00660812 -0.0161557 -0.0104855
internal_weight=282.209 280.705 245.139 242.865 35.566 34.5803 29.3098 26.0577 22.9035 21.8984 16.6973 14.835 6.97977 7.85528 3.5516 1.68838 238.413 234.84 230.59 10.9868 7.33069 219.603 5.7467 215.174 211.907 208.407 204.498 15.716 9.30827 7.80824
internal_count=2900 2804 1945 1884 859 848 812 672 557 445 392 338 228 110 138 45 1863 1825 1798 163 106 1635 76 1615 1590 1574 1553 132 93 78
is_linear=0
shrinkage=0.0265789


Tree=267
num_leaves=31
num_cat=0
split_feature=6 6 5 5 5 15 5 0 0 7 0 8 13 8 6 19 15 9 9 3 5 15 12 5 10 8 0 16 10 10
split_gain=0.911729 2.75386 1.50852 1.76056 3.32 2.14622 1.56487 1.46513 1.459 2.3355 1.84971 1.51305 1.91341 1.69825 2.34327 1.59146 1.57223 2.16101 1.87406 1.33121 1.42516 1.78593 1.39015 1.33054 2.0342 2.34923 3.88433 2.84451 1.98568 2.4588
threshold=13.665319288000001 13.775321858200002 20.950952025950006 18.725555412050003 15.299679811400003 32.188927121800006 23.234643166550004 97.835679825150024 95.590817286200021 20.778835947700006 96.055920542800024 8.1436447804000007 98.238948544700023 7.1444245619500011 13.200308423050002 12.050972309250001 23.304416445750004 201.97224908750002 206.65653280825003 75.559115756250023 9.9970238968500009 17.991885019200001 151.63308792200004 16.579584939650001 71.090898343450007 7.943800736700001 96.055920542800024 15.474963812800002 70.865067860500019 70.284360904350009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 23 9 -1 -10 12 13 19 -15 -14 17 -17 -18 20 21 -12 -21 -3 28 -26 -27 -28 29 -25
right_child=1 7 6 -5 5 -7 -8 -9 10 -11 11 -13 15 14 -16 16 18 -19 -20 22 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.013453790712628836 0.016644156820002278 0.01130628295858457 -0.029734853004053669 0.0095912709490283115 -0.02476926280100793 0.0073032465269239916 -0.0022568281708589114 -0.014611006708722778 0.027698646424201633 -0.028515775559542149 0.0018807300643494747 -0.015422889567404036 0.015263317144208909 -0.025388895400134337 0.014694657704495183 0.0037139767667266166 -0.0044796441115077809 -0.026687375712958022 0.020310307049371909 0.011387947857607161 0.012095811269307904 -0.020877573593623272 -0.025363108342845185 0.0014994111261016981 0.013382525500785699 -0.027224528132148103 -0.018394326938727414 0.010997092470131904 0.019666965847789632 -0.017358891898057022
leaf_weight=1.0117661654949182 5.9246588088572016 6.4425406344234935 1.9761330252513278 7.4427320412360123 4.9676025453954926 1.391047184821218 2.3791637383401394 3.1389790680259457 1.2913434868678439 2.175573990913108 9.883675783406952 3.0888096811249843 6.9575433414429453 3.2947543917689464 0.9872553078457712 3.1777323149144632 2.9211853882297873 1.9745446592569349 3.4812040906399488 0.73976632347330396 5.1376773128285995 2.1947827837429932 1.9470854108221827 173.80683350400068 2.3483045287430278 4.8968413632828725 2.8695015348494053 4.2630473040044308 3.0546385301277033 3.6772755812853566
leaf_count=5 34 30 43 73 102 12 23 36 4 92 363 60 41 174 8 26 36 33 20 12 57 83 67 1236 22 85 19 27 14 63
internal_value=0.000561078 0.00130523 -0.00172747 -0.000843918 -0.00221555 -0.0177529 -0.0147245 0.000860831 -0.000250018 -0.0151933 0.000761704 1.97725e-06 0.00111785 -0.00310901 -0.0161473 0.00663996 0.00144747 -0.00793696 0.00899952 -0.000303902 0.00202782 -0.00225469 -0.0152445 0.00110202 0.000764741 -0.00749699 -0.011573 -0.000827393 0.00142269 0.00110869
internal_weight=278.844 210.423 68.4214 64.0661 56.6234 6.35865 4.3553 204.498 50.2647 3.18734 47.0774 45.786 42.6972 24.185 4.28201 18.5122 11.5547 5.15228 6.40239 19.903 17.2161 12.0785 2.68685 201.359 194.916 14.3777 12.0294 7.13255 180.539 177.484
internal_count=2900 1566 1334 1268 1195 114 66 1532 1081 97 984 980 920 764 182 156 115 59 56 582 503 446 79 1496 1466 153 131 46 1313 1299
is_linear=0
shrinkage=0.0228222


Tree=268
num_leaves=31
num_cat=0
split_feature=7 16 9 13 13 10 7 18 16 7 14 19 16 13 5 12 4 8 13 9 3 10 7 7 8 8 0 17 19 7
split_gain=0.846444 1.72647 1.97951 1.20463 1.98192 1.75058 1.35856 1.19826 1.65718 2.15876 1.11434 1.02076 0.915342 0.905543 1.08265 2.34396 1.53676 1.06326 1.51591 0.984983 2.36179 2.32233 2.07976 1.71182 2.18534 3.13009 2.12021 1.66557 1.62423 1.3758
threshold=26.752366550650006 17.654958715000003 219.38617924735004 81.98184222990001 92.284013785800013 80.371455809750003 29.973557588500004 16.915500282450004 11.599972874200001 20.562096111400006 315.57679249195007 9.8507947922000021 9.1949784981000011 87.122174175350011 11.848158554650002 172.75554276225003 248.34582299520005 1.3489472949000001 105.64833915220002 66.290220196950017 103.44111502715002 55.788194664950005 19.701858966650004 21.725272673150005 9.5425530862500008 9.0429429770000009 86.950112854950021 166.83257850275001 13.251069136700002 21.118786167550002
decision_type=2 2 2 2 2 2 2 2 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 11 8 9 -1 -7 12 -2 -10 15 16 17 -15 -19 27 22 28 -21 29 25 -25 -27 -16 -22 -24
right_child=1 -3 -4 4 5 10 -8 -9 13 -11 -12 -13 -14 14 19 -17 -18 18 -20 20 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0092479322039270943 -0.026176028678124592 0.011480559426462136 -0.028206604080974675 -0.0262091872712025 -0.022000520350279541 0.01533755859481401 -0.025046508411542205 0.011047988015748841 0.018556582612996433 -0.026654465473648737 -0.011085031902521646 0.021652464091371889 0.019117158128580211 0.014068937419918472 -0.0089423948012345537 -0.027361092949913665 0.023476799020805666 -0.02743522497371036 0.011809788858879665 0.019192632871706514 -0.027710848995295995 -0.028621946791715511 -0.0020086124472587993 0.0013286752435420612 0.018163537424045653 -0.033725318303962956 -0.0025389615077631589 0.011314487389543897 0.014415863472595306 -0.022327181343944177
leaf_weight=1.5301930452696968 0.62380039459094694 3.3407277544029048 2.4145284664118654 2.8050468039000389 1.7586909607052801 2.9696706039831042 0.67501699016429473 6.7737291783560059 1.721688451245426 2.8823324751574546 1.4024903038516638 2.415962390601635 0.46464912965893745 1.0503215999342495 3.0476339338347307 2.5556201776489615 1.3656928357668219 1.8386795995756986 0.86319070309400547 3.7174339210614553 0.76802057027816717 3.2086758282966912 4.9821633649989945 193.30597912566736 4.4355621389113358 2.5587961655110112 2.6468891128897667 11.809943826869128 1.8915175900328902 3.3104382499586791
leaf_count=24 57 26 90 157 27 42 114 111 11 131 20 24 4 15 42 110 13 69 4 20 62 104 90 1315 22 34 17 69 42 34
internal_value=0.000541932 -0.00445151 -0.00787876 -0.00413641 -0.00919989 -0.00141763 0.00668964 0.000909635 0.000634376 -0.0142041 0.00686179 0.0128026 -0.00684078 0.000901536 0.000776631 -0.00825386 0.00128735 -0.00678899 -0.0148973 0.00107065 0.000660992 -0.0146302 0.00107843 0.000759657 0.0012042 0.000825263 -0.0178683 0.00715933 0.00225053 -0.0101199
internal_weight=275.135 18.8706 15.5299 13.1153 8.9359 6.13085 4.17943 256.265 249.491 4.41253 4.37216 3.50441 1.08845 245.078 243.357 7.6735 5.11788 3.75219 2.70187 235.683 220.825 5.86821 214.957 211.24 202.947 198.512 5.20569 14.8576 2.65954 8.2926
internal_count=2900 561 535 445 246 89 199 2339 2228 155 62 85 61 2073 2062 211 101 88 73 1851 1740 208 1532 1512 1388 1366 51 111 104 124
is_linear=0
shrinkage=0.0244299


Tree=269
num_leaves=31
num_cat=0
split_feature=15 10 6 6 15 0 5 13 7 18 16 9 15 18 9 15 15 19 10 17 10 0 17 12 5 5 7 12 7 7
split_gain=0.844122 0.967862 0.829749 2.33419 1.39406 1.23979 1.27195 1.94558 1.08267 1.19594 1.75137 1.58376 2.85555 1.4714 1.27676 1.63453 1.1813 1.68446 1.12437 2.40005 2.30678 2.2831 1.91987 1.80785 1.51415 1.59463 1.34142 2.23679 1.73519 1.33163
threshold=51.067537391750008 61.923256118600001 13.665319288000001 13.775321858200002 39.283112803100003 97.835679825150024 16.222050829800004 103.90352982555002 29.973557588500004 17.327266398450003 17.654958715000003 210.70699256735003 32.706399462450001 17.454031341500002 38.559541491950007 20.310401204950004 20.044580420600003 12.551012654050002 78.220689305400015 201.37020668845003 78.494912034700022 97.671683879200017 166.83257850275001 248.93007845160002 14.624842172000003 13.592434445950001 24.101221167900004 183.52328734125004 25.582719811950003 27.406980840450004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -5 -8 9 11 13 18 -13 -11 -15 16 17 -16 21 20 -20 22 -1 -21 25 -23 -22 28 -28 -29
right_child=1 -3 3 5 -6 -7 7 -9 -10 10 -12 12 -14 14 15 -17 -18 -19 19 23 26 24 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.028531880567482407 0.0045777891379168087 -0.028041875443127699 0.01644534104176916 0.018599047100424832 -0.0264519653879246 -0.014062526071535849 -0.02018602403369885 0.0011975827326684682 -0.024518046647054537 0.020200697620600692 0.026503657624232346 -0.026343210381915602 0.011389423931510311 -0.025792616939313066 0.0080016485316519413 -0.019683601508054448 0.030185726102051988 -0.027045455685697009 0.026410460706583566 -0.027150215782251436 0.014384295290407864 -0.017252354677148959 0.0028333513734587717 0.0090648276378705005 -0.028171147712963016 0.0138211255886941 -0.012489507051923678 -0.027007577649821618 0.014546152497834175 0.0038231399347097837
leaf_weight=1.1963488827459539 0.88100264593958799 1.2381418659351764 5.6229633353650561 2.3330971822142592 1.2690284848213185 3.083603771403431 2.4383626836352041 192.08583962044213 1.1135184210725118 2.0508790174499145 1.9131101071834553 3.7117369128391138 1.6349017042666671 1.1266359740402538 4.7324043818516639 1.6941000511869786 1.0096975378692148 0.92827134812250722 2.8024778587278041 2.3175546480342741 4.0203645473811767 2.6276615271344772 14.361370011698453 1.1757849464192984 3.1432169270701706 1.4504530597478149 1.910644332645459 2.418313134927303 4.5250125352758914 1.1794116650708018
leaf_count=32 7 37 34 11 11 36 54 1387 165 18 8 82 12 104 128 31 3 22 26 73 46 60 196 22 63 16 59 69 67 21
internal_value=0.000474387 -0.0144807 0.000591819 0.00132961 -0.00176638 0.000904507 0.00113895 0.000929539 -0.00126948 -0.000851468 0.00542313 -0.00259308 -0.0148053 0.00192898 -0.00201925 0.00118286 0.00648239 0.00225442 -0.00107914 0.00298462 0.00670373 -0.00470949 0.000421445 -0.014961 -0.0157636 -0.00620053 0.00277399 -0.00187825 0.00651969 -0.0169006
internal_weight=271.996 2.11914 269.877 205.564 64.3129 199.941 196.857 194.524 63.0439 61.9304 13.4551 48.4753 5.34664 11.542 9.49111 8.36447 6.67037 5.66068 43.1286 20.3496 16.8562 22.7791 15.5577 3.49334 7.22133 4.07811 14.0537 10.0334 6.43566 3.59772
internal_count=2900 44 2856 1522 1334 1488 1452 1441 1323 1158 314 844 94 306 288 184 153 150 750 383 288 367 228 95 139 76 262 216 126 90
is_linear=0
shrinkage=0.0237885


Tree=270
num_leaves=31
num_cat=0
split_feature=6 6 8 9 7 7 7 10 8 5 10 18 9 15 16 6 18 6 10 16 3 5 13 16 10 0 15 16 16 18
split_gain=3.3319 4.04391 2.5555 4.85062 2.54239 2.6806 2.1638 1.99137 1.85976 2.44456 2.02138 1.81722 1.82727 1.7519 4.48423 5.00236 3.39961 2.74139 2.54132 11.2158 5.57712 4.27272 4.1208 3.91678 3.65926 4.79417 4.08642 3.1978 4.66631 3.25552
threshold=13.075305502400001 12.380289263450001 4.9461400813500012 66.290220196950017 20.778835947700006 21.725272673150005 29.973557588500004 67.316303128300021 1.6487133604500002 5.2595069053500012 90.740838818900016 11.831616630050002 71.82068887245002 44.920183738100008 22.824946625350005 16.505385645700006 13.278511569200001 16.405383309150004 66.697957758300021 19.974953289850003 89.227236891450005 20.766972852450003 109.57886493895002 19.214955067100004 70.284360904350009 96.055920542800024 29.049007317550004 18.714956236300004 15.919962772200003 14.845822509550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -4 -6 7 -1 9 10 -9 12 -5 18 15 16 -15 -18 20 21 -7 22 23 24 -20 26 -26 28 -27 -30
right_child=2 -3 4 11 5 13 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0026872112894542996 0.0012073691495015193 -0.0036072312497449658 0.002993420812155157 0.0013181880311695059 -0.0024436708346633725 0.0032976357558983224 -0.0038572691109713367 0.00074257455540384018 0.00043018255541524009 -0.0029888697166199117 -0.0038696099639272058 -0.0035086231677665058 -0.0040556569375572882 -0.0042345350866494109 0.0040279738618442962 -0.005031115003258901 -0.0013362112476590713 0.0020264821372245599 0.0031854865868797596 -0.0054792992867533892 0.00071929313834098382 -0.0031873060740592574 0.0024316168182527153 -0.004065899923708551 -5.1190354754868889e-05 0.0011407492817662674 -0.0043213136162838272 0.0037729541938916885 0.0013635078704369115 -0.0044720762121420021
leaf_weight=3.8112072236835948 9.053014602512123 5.1422846522182217 5.6983716823160639 2.6959572732448565 4.1688749347813419 12.777961507439612 2.1529266233555964 8.627286712639032 47.428582500200719 5.6289803190156809 1.5287494040094305 7.3644298166036606 1.2730896188877521 2.3916973257437411 2.694438185542821 3.5454706260934463 5.9105951339006406 7.5395309329032898 5.9566324502229682 4.5801952444016925 111.59696882776916 4.0938734384253612 14.773434504866598 2.7527581751346579 7.3159448951482755 23.155210854485635 5.2683129655197263 4.404939576983451 1.9523385725915421 3.9493440818041563
leaf_count=43 57 76 33 32 31 45 165 102 577 172 93 196 75 55 9 48 45 36 19 37 472 51 48 20 51 133 94 15 10 60
internal_value=0.000244378 -0.000444375 0.000445184 -0.000810248 0.000554314 0.000493574 -0.000209266 -9.20871e-05 6.43754e-05 -0.00103475 4.832e-05 -0.00242189 -0.000405497 0.000548079 -0.000440697 -0.00106175 -0.000173389 0.000548762 0.000655859 0.000133686 0.000984185 0.000482879 0.00069898 0.000231502 0.000458984 0.000106277 -0.00183885 0.000837796 0.000392835 -0.0025416
internal_weight=329.233 74.32 254.913 20.3865 234.527 228.829 69.1777 67.0248 63.2136 15.785 10.156 11.3335 3.96905 224.66 22.0817 19.3873 15.8418 13.4501 202.578 78.203 124.375 73.6228 69.5289 54.7555 52.0027 46.0461 12.5843 33.4618 29.0569 5.90168
internal_count=2900 1228 1672 360 1312 1279 1152 987 944 367 195 303 107 1248 193 184 136 81 1055 538 517 501 450 402 382 363 145 218 203 70
is_linear=0
shrinkage=0.0036968


Tree=271
num_leaves=31
num_cat=0
split_feature=16 16 16 13 0 2 8 15 3 6 0 4 13 0 10 15 16 2 0 16 16 18 18 12 2 12 4 18 13 19
split_gain=3.34461 4.96792 4.15857 6.95692 3.83726 3.49882 3.05516 3.00775 2.93778 3.46006 2.93997 3.31244 4.96125 4.62193 3.98446 3.19335 2.82308 2.74628 2.60027 2.55873 2.6956 3.7146 4.04635 3.74 3.89768 3.22177 3.5758 2.85158 3.24554 3.0306
threshold=20.394952307700002 19.974953289850003 20.674951653000004 113.85351336640001 87.181320254150009 325.75432260090003 2.8477776226000002 38.567335632300008 92.751805500450018 16.355382140900002 86.692020874450009 248.34582299520005 117.54745483760001 86.280686780500005 61.944763783650011 45.169600924000008 18.594956516900002 296.01432942755008 86.036037090600004 11.934972090850001 15.644963415300001 17.327266398450003 14.873215527100003 107.90491928010002 201.92500828480004 207.71672397260002 267.88310861120004 15.974481919500002 104.02719889955002 11.750948102400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 8 7 -7 16 -5 -10 11 -11 18 14 -14 -16 17 19 -13 -1 25 22 23 -22 -25 26 27 28 29 -21
right_child=2 -3 3 4 -6 6 -8 -9 9 10 -12 12 13 -15 15 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016811817160801215 0.0027111489860187341 -0.003901400269269406 -0.0034244898350178779 -0.0025312855758915656 0.0014764200553016571 -0.00027851000846048003 -0.0041221848520474683 -0.0038050794727789764 -0.0021654214086166161 0.00086418259750892831 0.002812387513487682 -0.00018778199829916592 0.00039239936741764479 0.0024395718199378118 -0.0053775896807757659 -0.00094492771996647405 0.00089997339648444216 0.0016814967548374135 -0.0053803295118080921 -0.00027323825593333613 -0.003362467513813324 0.0023254933656262312 -0.0026867119912593325 0.00095006973551423871 -0.0040320921080491696 0.0014836410039304022 -0.004090094873699191 0.0013960974567260806 0.00076509299895632672 -0.0042042941417896355
leaf_weight=13.018912089057265 9.8276485726237279 3.8572196010500184 5.1556791327893725 4.212773621082305 39.419439122080803 5.2829158939421159 4.2935244818218052 2.2204694924876085 5.8795864703133693 55.198221266269684 5.9538091048598281 1.6707439669407893 13.480920117348438 7.0202684551477423 3.0094365365803233 4.8800614001229405 42.850688352249563 8.8898095693439227 3.2596785053610802 4.6173269860446542 3.6664890642277923 3.9947269782423964 12.169149301014839 15.944907226599755 2.0271718320436767 20.177558208815753 2.5528252040967336 11.470478111878036 8.1299583800137025 4.3741663638502359
leaf_count=481 43 33 36 25 155 89 93 32 45 241 18 25 81 21 24 58 234 105 29 49 74 22 190 204 48 153 61 92 71 68
internal_value=0.000226128 -0.000104541 0.000578783 0.000438271 0.000576585 -1.61466e-05 -0.00200179 0.000105665 0.000237362 0.000353589 0.000510361 0.000355527 -0.000487089 5.7115e-05 -0.000725532 -0.00263576 0.000162095 -0.000122671 -0.00362076 -0.000279692 -7.49689e-05 -0.000760763 -0.00112544 -0.000247402 0.000388104 0.000430166 -0.000252342 9.0311e-05 -0.000784498 -0.00218561
internal_weight=328.507 169.538 158.968 149.141 143.985 165.681 9.57644 156.105 104.565 100.353 94.4731 88.5193 33.3211 28.3907 21.3704 7.8895 153.884 111.033 4.93042 102.144 89.1248 37.8024 33.8077 21.6386 17.9721 51.3223 31.1448 28.5919 17.1215 8.99149
internal_count=2900 2099 801 758 722 2066 182 1884 567 542 497 479 238 184 163 82 1852 1618 54 1513 1032 538 516 326 252 494 341 280 188 117
is_linear=0
shrinkage=0.00338432


Tree=272
num_leaves=31
num_cat=0
split_feature=16 0 16 4 10 13 6 2 15 19 3 0 10 16 19 16 16 12 0 4 10 17 13 17 9 17 6 15 17 18
split_gain=3.91544 2.786 4.11654 3.63629 5.81583 3.27614 4.75383 7.24106 4.25701 3.74723 3.57144 3.28979 4.9445 7.01605 6.86456 6.36669 3.82899 3.22698 3.31423 3.08597 3.19067 4.15111 2.75713 2.69607 4.48592 3.67585 2.58099 2.51092 2.39828 2.7396
threshold=18.594956516900002 86.530713386650021 22.614947116400003 248.34582299520005 62.041548276350007 117.38883580790001 15.785368822600002 228.97475477770004 33.005488016050009 14.251149826300002 92.751805500450018 96.249489528150022 70.284360904350009 19.214955067100004 13.751109481500002 19.974953289850003 20.784951395750003 197.02116758845003 86.280686780500005 390.96858665540009 61.944763783650011 192.34053301495001 117.66037007905001 188.16174763880002 195.39349636155001 186.34046889365004 15.675366252400002 32.540328261750005 184.59783591905003 12.752103815600002
decision_type=2 2 2 2 2 2 2 2 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 3 5 23 17 6 7 11 9 -8 -7 12 13 -3 -15 -16 -17 -5 19 20 22 -22 -19 25 -25 28 27 -1 29 -2
right_child=1 2 -4 4 -6 10 8 -9 -10 -11 -12 -13 -14 14 15 16 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.3952654291396397e-05 0.00052398298859709057 0.0024880570463856654 0.0019904482074407843 -0.0039615709052233453 -0.0034994087618631904 -0.0030435445548018243 0.0019646721603880702 -0.0036831660171136923 0.0026524191848303928 -0.0015014794990708064 0.00050678424911769591 0.002482148226661251 -0.0024589670700655591 -0.0039163024681634429 0.0028173420586811489 -0.002994486147444575 0.00088258694610106108 0.0026501999092592302 0.0024612360516864554 -0.0032919663252958522 -0.0046910890604374969 0.00037524919776524626 -0.00011396868365024754 0.0020892444283686549 -0.00064787742032315675 -0.0020387164630112755 -0.002386495115226742 -0.0034492002700514672 0.0021573104731618742 -0.0024819073131385444
leaf_weight=116.88222648901865 15.617379575967794 12.634442567825316 22.940656520426273 2.084990080446004 6.1638286812230936 5.1428072303533536 6.3593838438391703 4.5404769107699385 18.603883571922779 6.1166177615523338 6.304326206445694 7.0919821672141543 6.1653037667274466 4.5754133611917522 6.7958908677101162 5.3028542548418027 4.898444764316082 5.4038794469088449 4.9928844720125189 3.1366629395633927 2.8350303322076789 3.7616801597177982 10.848895078524945 19.892319815233353 8.5616360157728177 7.319900903850793 5.3802271727472535 2.2591732218861571 6.520657952874898 3.7608076166361561
leaf_count=1526 98 41 86 19 72 30 24 41 60 31 24 25 59 33 18 33 18 18 15 30 42 23 71 66 41 40 197 66 22 31
internal_value=0.000202915 0.000458039 0.000789008 7.27109e-05 -0.000679864 0.000497447 0.00071592 0.000131268 0.0016942 0.00026532 -0.00108826 0.00049616 0.000147293 0.000617032 -0.000478773 0.000446564 -0.0011328 -0.000154241 0.000102004 -0.00035129 5.23913e-05 -0.00180208 0.000805089 0.000551398 0.00126566 -6.04133e-05 -0.000244494 -0.000147765 0.000498723 -5.9383e-05
internal_weight=342.895 218.373 117.472 100.901 39.2279 94.5318 83.0847 52.0048 31.0799 12.476 11.4471 47.4643 40.3723 34.207 21.5726 16.9972 10.2013 33.064 30.979 25.9861 22.8495 6.59671 16.2528 61.6727 28.454 33.2187 124.522 119.141 25.8988 19.3782
internal_count=2900 1111 523 588 290 437 383 268 115 55 54 227 202 143 102 69 51 218 199 184 154 65 89 298 107 191 1789 1592 151 129
is_linear=0
shrinkage=0.00316168


Tree=273
num_leaves=31
num_cat=0
split_feature=3 4 16 19 10 10 2 7 16 4 18 4 18 16 12 16 17 15 6 18 2 5 0 17 7 16 0 10 10 13
split_gain=0.846058 1.33901 0.879425 1.52983 1.91771 1.79506 0.984083 0.81536 1.73104 1.42532 1.6077 1.44919 1.37883 1.0472 1.11328 2.5133 2.1525 4.08912 2.92835 2.42959 2.40411 1.87665 1.73533 1.68891 2.69343 2.68143 3.70071 2.38952 2.0501 3.62677
threshold=108.48197402175002 159.66984649465005 11.934972090850001 10.650859343850001 90.740838818900016 104.14280259920001 166.57119979220002 26.752366550650006 17.654958715000003 371.16724128940001 18.645258535250004 316.38016606785004 16.915500282450004 12.234971389300002 247.85609524425004 22.674946976100003 199.14656950540004 26.020709979100001 15.745367888000002 15.232298661650001 317.41815758785003 24.301614351200005 85.775256651950016 203.08534335880003 25.396105459650006 18.684956306450005 94.964406541850011 66.697957758300021 71.090898343450007 107.97116697695002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 12 9 10 11 -9 13 -4 23 16 17 -16 19 20 -18 -19 -23 24 28 -25 27 -27 -15 -30
right_child=1 -3 7 5 -6 -7 -8 8 -10 -11 -12 -13 -14 14 15 -17 18 21 -20 -21 -22 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.017699900805615561 0.01524252831889663 -0.025640738791435389 0.017440625857082292 -0.022213676558781287 -0.024852227310737329 0.028552808295548005 0.0082726682016203562 -0.018646516878579926 0.010031698474296828 -0.026659148783697139 0.021086785196960865 0.0099792646237596462 0.015131632255938068 0.0027288154533886464 0.0012568635775764346 0.013230562996130273 -0.040625968180289615 -0.032591455228534405 0.0082787527408826715 0.0034539252846965901 -0.0042775337576465167 -0.029951348331470798 0.0022772778970622828 -0.017783543270138043 0.013190283709091003 0.0016042093877367584 0.018985825906512634 -0.022710068560610516 -0.0011526618679062743 -0.028318297762163724
leaf_weight=0.96982168359681775 0.6515817772597069 1.6424987318459896 2.2528520161285988 3.9466655156575134 1.486303726560436 0.45205713668838132 6.8484736857935786 3.6437481730245036 3.1761101707816115 2.3883299878798425 1.1460201353766022 1.4356369785964487 4.1267536110244682 140.50149672059342 8.098633350105958 5.084335940424352 2.2084435774013418 4.8396976743824762 11.661994399502872 3.7587810237891972 2.0370093304663897 1.6015525637194512 2.4785899221897125 6.4278816920705166 12.593901378102599 6.5132149495184404 4.5515213385224333 3.6856769099831581 20.876764438580725 3.3165262583643189
leaf_count=69 8 119 18 205 238 3 94 90 26 72 9 14 39 882 92 35 25 72 62 42 17 32 23 109 103 33 19 33 264 53
internal_value=0.000564703 -0.0140288 0.000687737 -0.0052696 0.000274213 -0.0169964 0.0050509 0.00100366 -0.00519598 -0.0108108 -0.00473073 -0.0105557 0.00130004 0.00106465 0.00091108 -0.00266977 -0.00487349 -0.0111572 0.000564205 -0.0106757 -0.0231856 -0.0224283 -0.0103732 0.0016647 0.0024341 -0.00477609 0.000892245 -0.00718249 0.00161159 -0.00487665
internal_weight=274.403 2.29408 272.109 13.7033 9.3046 4.39872 7.8183 258.405 11.7898 8.61374 6.22541 5.07939 246.616 242.489 240.236 41.769 36.6847 17.0185 19.6662 8.00423 4.24545 8.91984 4.08014 198.467 177.289 21.1783 14.7504 10.1989 164.695 24.1933
internal_count=2900 127 2773 609 401 208 163 2164 211 185 113 104 1953 1914 1896 400 365 219 146 84 42 127 55 1496 1302 194 85 66 1199 317
is_linear=0
shrinkage=0.0241316


Tree=274
num_leaves=31
num_cat=0
split_feature=0 0 3 2 5 2 10 9 3 7 18 17 6 5 19 6 15 17 6 17 7 10 16 5 0 16 18 19 15 13
split_gain=0.796735 2.55487 2.62876 5.7018 4.59619 2.32389 2.42875 2.85099 2.04119 3.91267 1.92227 3.01373 1.58151 6.33156 4.55147 3.27657 2.95516 3.64759 2.77613 1.92272 3.59215 2.70424 6.19065 3.49152 3.12141 3.22083 3.73936 2.1995 1.8173 1.6956
threshold=85.716110573100011 85.807518149550006 93.58791597905001 86.011634045550025 23.398433971250004 315.70263843430001 61.917879202350001 187.38923140910003 93.932038619750017 19.617375644250004 13.075178189100003 184.59783591905003 16.455384477450004 22.852794041600003 14.351157895250003 14.835346625500001 38.469938489650012 206.02826764000002 16.505385645700006 191.06791329340004 23.368583030350006 66.697957758300021 19.974953289850003 18.152162791050003 89.738043936200015 22.604947139800004 13.832542267500001 14.451165964200003 43.376643616500012 115.63864956495001
decision_type=2 2 2 2 2 2 2 2 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 10 -4 -5 6 -1 8 -8 -10 11 -3 15 14 -14 16 29 -18 -16 -17 27 24 23 -23 25 26 -22 -21 -27 -12
right_child=1 2 3 4 -6 -7 7 -9 9 -11 12 -13 13 -15 18 19 17 -19 -20 20 21 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0031745880156014107 0.01552584252632816 -0.0018627297269310126 0.014297545774934143 -0.053298577435818187 -0.0051395314313777687 -0.036230887999538074 0.016405433632093017 -0.02583695262441929 0.02665562727931246 -0.030817807698524217 -0.00097101939719485301 0.029579145255416515 -0.038000235390123364 0.014032831985191075 -0.025411024881519462 0.015499705418697808 -0.050546029880522571 0.00021327923383436046 0.0025362355337017347 -0.027249438653100037 0.010728572257827876 0.022514392338046387 -0.03845985508962646 -0.0090512764898637195 0.025634489825179747 0.024569485707264374 -0.025249578220072795 0.0019887326720141327 3.6371342775103421e-05 0.027269957182121805
leaf_weight=28.652987436624244 9.8546572746708971 5.0685659656301123 3.8095518797636014 3.3152965717017651 3.166455895639956 1.6458138013258565 3.490137820132075 6.1984480647370219 1.4122475441545246 3.0778031055815518 93.937993361498229 4.9000114258378744 5.1579523459076944 9.0060296356677991 4.2671298310160628 15.336833564564584 2.1963302670046678 2.4450238849967718 9.0989499017596227 4.3509819358587247 4.9624925479292923 5.781342998147009 3.1348560713231555 5.6749148797243834 9.5532425045967084 7.3459451124072057 4.503435492515564 4.0693741738796234 3.7158901505172253 1.7702399939298619
leaf_count=342 41 39 14 26 36 36 15 102 8 77 1589 18 38 39 27 63 37 20 43 27 19 27 31 40 42 31 24 18 23 8
internal_value=0.000602932 0.00129007 0.000642287 -0.0134587 -0.029772 -0.0028951 -0.00161416 -0.0112915 6.31868e-06 -0.0127408 0.00134579 0.0135924 0.00072391 -0.00562942 -0.0151888 0.00176022 -0.00152901 -0.0238065 -0.00638595 0.00658379 0.00400824 0.00723665 -0.00286256 0.00687818 0.0121354 0.00585314 -0.00638811 -0.0131193 0.0163283 -0.000448668
internal_weight=270.901 226.423 216.569 10.2913 6.48175 44.4774 42.8316 14.1786 7.98019 4.49005 206.278 9.96858 196.309 27.5301 18.524 168.779 100.35 4.64135 13.3661 68.4293 53.0925 44.6721 14.5911 11.4563 30.081 20.5278 9.46593 8.42036 11.0618 95.7082
internal_count=2900 2320 2279 76 62 580 544 202 100 85 2203 57 2146 147 108 1999 1654 57 70 345 282 237 98 67 139 97 43 45 54 1597
is_linear=0
shrinkage=0.0285878


Tree=275
num_leaves=31
num_cat=0
split_feature=16 0 4 10 16 0 6 4 6 10 17 17 9 17 18 12 5 5 6 9 2 7 17 8 7 18 7 10 16 17
split_gain=3.53735 2.84101 3.9881 6.07864 3.50193 2.79046 2.74368 2.74133 5.99241 2.65497 3.4378 2.40624 4.49175 3.79687 2.34315 3.77704 5.2695 3.61939 2.76488 2.553 3.20388 2.31255 2.18385 2.60683 4.10563 2.16732 2.07129 2.94184 2.52654 3.6449
threshold=18.594956516900002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 86.280686780500005 15.675366252400002 310.49012963040008 15.925372093750001 61.944763783650011 192.34053301495001 188.16174763880002 195.39349636155001 186.34046889365004 13.809421053700001 103.44931853055 17.671168838450004 21.495293572000005 16.435384010100005 195.51131808980003 101.14502893930002 29.973557588500004 184.59783591905003 8.3434888241000014 19.617375644250004 15.232298661650001 19.468732114900003 65.555363052850012 15.919962772200003 239.21206428850002
decision_type=2 2 2 2 2 2 2 2 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 11 5 7 9 21 14 25 -4 -11 13 -13 22 18 16 -16 19 -3 20 -17 26 23 24 -2 -9 -1 -28 -29 -30
right_child=1 4 3 -5 -6 -7 -8 8 -10 10 -12 12 -14 -15 15 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0022113398436008382 0.00035168260130904571 0.0021624973072939691 4.5810883438726521e-05 -0.0038249569242641665 0.0020735181511378764 0.002141176094257249 -0.0026148013618665601 -0.0049808578221359799 0.0011525300573891185 -0.0047858096117968591 -0.00027089568476021002 0.0022301411129602533 -0.00068156576200657142 -0.0021532883530986147 0.0010582904999681525 0.0015708280765310285 -0.0043089170717430202 -0.0021890089189420467 -0.00047670590000617349 0.0015703307021583479 -0.0031176669287522208 -0.0035021632331582822 0.0023158767099870129 0.0010019595198485598 -0.0049625348109355906 -0.00069420528928806956 -0.0038437495073418435 0.00026920073277696675 -0.0011799774775085579 0.002726742494231855
leaf_weight=4.4098120462149373 4.5564493574202123 21.409141421318058 20.267922386527065 6.1563717043027273 21.829902909696102 4.9727004021406165 5.1891580093652001 3.6679157465696317 7.4257901683449745 3.4295069631189099 4.3115560375154018 19.636527016758922 8.6414682641625387 7.2267302200198165 4.0384381711482984 3.3401342183351508 4.254533015191555 4.1146224103867999 5.6909665763378134 29.249573171138763 3.2639092430472374 2.241821911185979 6.3764581494033328 11.952227104455231 2.5783295370638371 2.1011353544890881 2.3774173539131871 78.636289050802588 30.558617196977139 2.9675248404964796
leaf_count=29 54 75 124 72 86 16 197 37 33 49 29 66 41 40 18 13 32 27 26 128 33 164 22 51 24 15 58 922 405 14
internal_value=0.000226645 0.000493866 8.32964e-05 -0.000755093 0.0008662 -0.000182072 -0.000218422 0.000568585 -0.000846508 -0.00059454 -0.00227113 0.000621494 0.00134035 -3.40208e-07 0.000816351 0.000371664 -0.00169524 0.000800524 0.00160827 0.00114361 -0.000746362 -0.000115814 0.000610683 4.10238e-05 -0.00156874 -0.00341962 -5.19923e-05 -0.000139131 -6.06073e-05 -0.000834179
internal_weight=336.873 210.492 100.106 39.1381 110.386 32.9817 126.381 88.5562 13.1948 28.009 7.74106 60.9682 28.278 32.6902 75.3613 48.2612 8.29297 39.9682 27.1001 35.8536 6.60404 121.191 25.4635 19.087 7.13478 5.76905 118.95 114.54 112.162 33.5261
internal_count=2900 1111 588 290 523 218 1789 437 85 202 78 298 107 191 352 251 50 201 101 174 46 1592 151 129 78 52 1428 1399 1341 419
is_linear=0
shrinkage=0.00336544


Tree=276
num_leaves=31
num_cat=0
split_feature=5 5 17 10 5 5 2 5 6 5 7 0 0 12 15 9 5 15 9 17 9 9 17 17 6 15 10 7 7 17
split_gain=0.799513 1.66969 1.53422 1.39585 0.872947 2.34974 2.18411 2.41246 2.79606 2.84468 2.5937 2.29274 2.22876 1.35457 1.9503 1.9148 2.5589 2.8558 1.48166 2.3074 2.15741 3.10968 2.64006 1.3589 1.34807 2.50655 2.22225 1.48208 3.63662 1.59142
threshold=7.7286379265000011 5.2595069053500012 201.37020668845003 90.740838818900016 23.606333875400001 23.151456684850004 357.36576196840008 25.556820288350004 16.395383075500003 24.779543538450003 23.124786352450005 85.253695774650012 86.780739992750014 384.04177274975001 42.385947950200006 220.28141982375004 19.731257453750004 24.673905035600004 216.18094582280003 203.35246479535002 210.97856947250003 211.98908248575003 202.35178250205004 199.14656950540004 16.445384243750002 20.742056627150003 61.767325547050007 21.725272673150005 20.940097048150005 166.83257850275001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 13 7 8 -6 10 11 -10 24 14 15 18 17 -17 20 -20 -2 -22 23 -23 -9 -26 27 28 29 -27
right_child=4 -3 -4 -5 6 -7 -8 12 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0079957818322140828 0.0016490524198560827 -0.025105965610822654 -0.025377984040039145 -0.024999923005240128 -0.026101079612671708 0.011179977712599048 -0.027060110069915187 0.012920400576899898 0.0035823645316307275 -0.026140329411812754 0.0090440635079858112 -0.033946034085806112 0.025034677466772327 0.016605321049213497 -0.016246293851737766 -0.022356375181942119 -0.036907422790571263 0.010273980206447587 0.020933443810276935 -0.0051161917096906855 -0.030950693103876142 -0.0024327849274573083 -0.018507263548942693 0.019665165891830923 -0.037536453336036155 -0.01004818617883178 -0.027791995468041945 0.020081117564271275 -0.035276032963322976 0.011784490689079321
leaf_weight=5.7350416057743114 164.00891403190326 2.1504363060230389 1.272308907122351 0.86561193363741029 3.8108903681859401 13.553215954452751 1.9978995718993235 4.6262279241345885 1.9447087920270854 2.567970933392643 8.8174674306064826 1.8763362029567359 2.6386271975934497 3.1162266249302766 3.9916871897876254 2.7407321569044125 1.7165100076235829 3.6939810290932655 5.3494061687961203 3.1806346187368035 2.8416997245512894 3.9402498074341548 3.8114437232725322 2.7871077703312039 1.0809442958561728 2.7758478559553605 1.4549698038026679 2.6163417845964423 1.4974049925804127 6.6511603142134845
leaf_count=77 1309 192 107 141 58 66 31 48 28 46 52 31 11 33 34 77 25 31 35 38 34 41 54 12 45 90 56 15 14 69
internal_value=0.000520109 -0.00619166 -0.00102537 0.00366871 0.000779768 0.00141873 -0.00231346 -0.00114626 -0.00754982 -0.0029007 0.00182128 -0.0148461 0.004071 0.000761125 0.00051184 0.000856525 -0.0106331 -0.00362424 0.00136026 0.0112202 0.000886132 -0.00846521 -0.00240219 0.00672228 0.00139914 -0.00191622 0.000651409 0.00370769 -0.000213669 0.00535571
internal_weight=269.112 10.0234 7.87296 6.60065 259.089 214.732 44.3568 42.3589 19.0174 15.2065 12.6385 3.82104 23.3415 201.179 198.062 194.071 8.15122 6.43471 185.919 8.53004 177.389 13.3805 10.5388 6.72736 20.7029 16.0767 14.9957 13.5408 10.9244 9.42701
internal_count=2900 517 325 218 2383 1789 594 563 215 157 111 59 348 1723 1690 1656 133 108 1523 73 1450 141 107 53 337 289 244 188 173 159
is_linear=0
shrinkage=0.02422


Tree=277
num_leaves=31
num_cat=0
split_feature=3 16 6 6 5 5 5 10 12 10 12 7 19 2 6 19 7 13 16 8 10 10 6 19 16 8 10 5 13 9
split_gain=0.741433 1.27325 0.73603 2.12443 1.22746 1.40679 1.28372 1.20585 1.78729 2.1854 3.14245 2.12982 1.71076 1.32858 1.90571 1.27416 1.24517 1.2359 2.09456 2.20149 2.17081 1.55005 1.54522 2.4639 2.21468 1.53835 1.13242 1.15013 1.88019 1.11455
threshold=108.48197402175002 21.084950694200003 13.665319288000001 13.775321858200002 20.950952025950006 20.410615048800004 23.234643166550004 78.220689305400015 268.81877046345005 72.496961945650014 247.01970978410003 21.725272673150005 13.351077205700003 309.73785348360008 11.765274893750002 9.4507625164000029 22.969987962250006 98.238948544700023 9.6249774926000011 7.1444245619500011 87.33187390945001 86.858705278550005 12.380289263450001 12.250988447150002 17.924958083650004 7.3442686056500008 82.844837289750004 10.399809962700003 87.716323422100018 66.290220196950017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 7 -6 8 9 11 12 -1 -11 -10 -15 -9 -17 18 -18 20 21 26 23 -19 25 -25 27 28 -20 -5
right_child=1 -3 3 29 6 -7 -8 15 13 10 -12 -13 -14 14 -16 16 17 22 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0092273750223176316 -0.022303969100150908 0.013647547116224002 0.014197202885779593 0.0096951389180733732 -0.026295565786072443 0.017652028853197145 -0.0020344669181618438 -0.022826098000306178 -0.028939074910038755 -0.02118755031287789 0.016373242639980988 0.013786776568657698 0.0026132007517995753 -0.024522874777670841 0.01298658041192236 0.01553086549810619 0.0077954144926299807 0.017487793531628291 0.018107707179972184 -0.023494458334199626 -0.017737542086203449 0.019670435738121106 -0.010563991996030404 0.0078701246879992609 0.021309106000953718 -0.023995465338263286 -0.017638632768720998 0.023790083393494369 -0.023901978336033365 0.00048551198513170721
leaf_weight=2.7602692025248015 1.5508651762502261 0.62671013176441182 5.4924368448555461 6.1468235859647384 1.7924815989099436 1.8284219354391087 2.2023031748831272 0.97588720533531059 2.2011107662692657 5.5492043867707235 1.7555083390325306 5.3598255971446633 1.8161988016217945 1.2540536564774813 1.2019012020900843 2.7653479562140992 5.6685019321739736 6.3272245023399574 0.89634020254015778 3.0599404561799011 2.9855353969614953 2.0197187401354313 2.1902094203978768 1.0440983129665258 1.1758845616132019 2.0038595576770604 1.5313332015648482 0.97776831686496724 1.0460696811787782 189.71985225146636
leaf_count=37 124 3 34 31 43 15 23 171 42 159 12 41 19 31 11 23 144 38 9 148 144 12 28 26 7 42 54 4 51 1374
internal_value=0.000412619 -0.0119571 0.000514747 0.00114066 -0.00150538 -0.000724464 -0.0129206 -0.00131846 -0.00522888 -0.00206832 -0.00921888 0.00596356 -0.0153186 -0.0169297 -0.00616641 0.00115158 0.00184609 0.000622444 -0.00293934 -0.00780084 -0.00272284 0.00420428 0.00570606 0.00908343 -0.00350612 -0.0130797 -0.00281296 0.00496159 -0.00451628 0.000774535
internal_weight=265.926 2.17758 263.748 201.359 62.389 58.3942 3.99478 56.5658 21.8981 17.241 9.12091 8.12009 7.3654 4.65707 2.45595 34.6677 33.6918 30.9265 18.1852 12.5167 9.45677 6.47123 12.7413 10.5511 4.22384 3.04796 4.45151 2.92018 1.94241 195.867
internal_count=2900 127 2773 1439 1334 1268 66 1253 352 268 190 78 178 84 42 901 730 707 566 422 274 130 141 113 75 68 118 64 60 1405
is_linear=0
shrinkage=0.021286


Tree=278
num_leaves=31
num_cat=0
split_feature=6 6 0 5 10 0 2 9 0 15 9 16 13 3 5 10 19 16 5 2 5 5 5 15 9 16 4 10 17 6
split_gain=4.49874 4.90188 2.9607 2.5993 2.8694 4.61861 5.03247 4.55531 4.80255 5.68336 3.81845 3.46475 3.80402 3.41465 2.88285 2.82429 4.5609 2.81247 2.66063 2.62392 2.46516 2.97796 4.79569 2.64723 2.43733 3.97319 2.86671 4.79559 3.25469 4.77097
threshold=13.665319288000001 13.775321858200002 97.835679825150024 15.299679811400003 70.182199495350019 86.530713386650021 317.41815758785003 206.50942114985003 96.055920542800024 28.452330424200003 214.22994816675003 22.614947116400003 117.38883580790001 92.751805500450018 20.361635946650004 64.434276012450013 14.451165964200003 18.764956119400004 21.005083245250002 164.41964690330002 20.950952025950006 18.725555412050003 15.299679811400003 32.188927121800006 66.290220196950017 21.979948601300006 248.34582299520005 62.041548276350007 188.16174763880002 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=20 -2 3 -3 5 6 14 8 9 -6 -9 12 15 -14 -5 -7 19 -12 -16 -17 21 22 -1 -24 -20 -26 28 -28 -27 -30
right_child=1 2 -4 4 7 11 -8 10 -10 -11 17 -13 13 -15 18 16 -18 -19 24 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-0.00017853106843402272 0.0027514999562791146 0.0037430370460509559 -0.0023959631486832884 0.0025593373182928873 0.0008391005694725394 0.0022829476764888506 -0.0041458217066772107 -0.0041564537997031822 0.0017114751232546251 -0.0037325444226511315 -0.002538108977941786 0.0021653705745902723 -0.002944475899742839 0.00056281665403429509 -0.002081068545647925 0.001325620997211119 -0.0022220590624223231 0.0022199663718409767 0.0019492112276884438 -0.00056464356515474644 -0.0023670840389273824 0.0013599670009742883 -0.0034997181701371667 0.00094916363925888144 -0.001657219304364519 -8.1707637135771112e-05 0.00010019617335670211 -0.0033445184806373744 -0.00012313662287940491 0.0028139967957371763
leaf_weight=69.159019142156467 8.6616571843624097 2.2587651908397666 3.8117142710834733 4.6949674487113944 5.9754364928230661 13.139560466632245 2.749264705926179 5.1308601349592191 11.348954070359467 4.8548788595944643 2.5833657626062632 19.888195544481277 4.9517386108636838 6.1060546189546585 5.4894838072359553 37.15221549756825 4.917289398610591 2.3250095918774605 6.9927125368267289 8.9824730567634088 5.7485842062160364 10.073642104864119 6.9930812623351795 1.6232768716290591 11.930545001989229 21.21360582113266 23.804575190879408 4.7803479190915814 9.1303373202681559 13.505911327898501
leaf_count=1081 34 6 36 15 32 43 44 72 39 73 38 75 29 24 30 148 27 9 36 57 66 73 102 12 295 103 164 55 42 40
internal_value=0.000209806 0.000432329 0.000347826 0.000392538 0.000359868 0.000500267 4.40875e-05 -0.000509186 0.000284788 -0.00121022 -0.00226328 0.00100034 0.000692426 -0.00100777 0.000157529 0.000985306 0.000651324 -0.000284294 4.10947e-05 0.000957584 -0.000375946 -0.000245652 -0.000453615 -0.00266157 0.00016861 2.10233e-05 0.000297442 -0.000475874 0.000801553 0.0016293
internal_weight=339.978 246.38 237.718 233.907 231.648 199.429 104.292 32.2185 22.1793 10.8303 10.0392 95.1375 75.2493 11.0578 101.542 64.1915 51.052 4.90838 96.8475 46.1347 93.5976 87.849 77.7754 8.61636 91.358 84.3653 72.4348 28.5849 43.8499 22.6362
internal_count=2900 1566 1532 1496 1490 1227 824 263 144 105 119 403 328 53 780 275 232 47 765 205 1334 1268 1195 114 735 699 404 219 185 82
is_linear=0
shrinkage=0.00313851


Tree=279
num_leaves=31
num_cat=0
split_feature=0 0 3 2 5 10 7 0 18 17 10 10 15 10 4 6 12 9 5 6 5 19 6 7 18 0 7 15 8 17
split_gain=0.752089 2.0852 2.25801 4.74342 3.99558 1.89138 3.11304 2.04397 1.61422 2.76634 1.45619 3.12866 2.01379 3.16047 2.51703 2.04868 2.11533 1.88825 1.57967 1.3915 5.04674 3.96184 2.86159 2.53658 2.50228 4.59827 2.33866 2.27031 3.10936 2.04525
threshold=85.716110573100011 85.807518149550006 93.58791597905001 86.011634045550025 23.398433971250004 62.00390986255001 19.617375644250004 85.678472159250006 13.075178189100003 184.59783591905003 61.971648364950006 61.928633034850002 42.670190152050004 61.767325547050007 376.98468903265001 16.665389384150004 124.89425631215002 187.70546222865002 24.779543538450003 16.455384477450004 22.852794041600003 14.351157895250003 14.835346625500001 22.620341628000002 13.316069313700003 87.29692395375001 22.765858321950002 37.576156502300009 8.543332867800002 191.06791329340004
decision_type=2 2 2 2 2 2 2 2 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 8 -4 -5 10 -7 -8 9 -3 11 12 13 14 15 -1 17 -17 -14 22 21 -21 27 -24 -23 -26 -25 -10 -29 -28
right_child=1 2 3 4 -6 6 7 -9 19 -11 -12 -13 18 -15 -16 16 -18 -19 -20 20 -22 24 23 26 25 -27 29 28 -30 -31
leaf_value=0.010426321030264809 0.011726875373666866 -0.0015383762990869112 0.010811075311427068 -0.041045593704570275 -0.0035652196903181127 0.020333506009275158 -0.029741689634340075 -0.0018798109033606064 -0.00032432697704193515 0.023655355479838585 0.01655038059362543 -0.029451690938826033 0.016200012314347884 -0.035751962637854524 -0.031192301506409767 0.017351546080489291 -0.018881164489422019 -0.0098678463244745995 -0.0024542671982213872 -0.029046492626280479 0.010474380150209515 0.0099741051239817212 0.026577199032680323 -0.018187924699574885 -0.027516405395954621 0.0060192743649958641 0.014400031575869179 -0.03292918669876236 0.0046076753376988735 0.003105697001010016
leaf_weight=7.592952240025638 9.6053548539057356 5.0698980486486089 3.6810463443398458 3.2310099229216576 3.0662985290400684 1.2873455602675665 4.0736566202249378 2.2668189890682697 93.283690660609864 4.5961898174136877 2.684716807678341 2.0701271030120543 6.3185810297727567 1.5888076741248358 1.4295706097036589 2.7525157155469042 4.0406669914955273 2.8896424397826195 4.1667664218693972 5.046866409480578 8.6630429085344058 4.3855762705206862 2.9250132739543906 2.48493718355894 4.7838745638728124 4.2892953976988792 10.753608133643864 2.8126741377636781 2.1564724971540272 50.59176751319319
leaf_count=67 41 39 14 26 36 8 127 17 1592 18 22 26 22 19 28 46 142 21 35 38 39 17 11 14 36 17 43 48 14 277
internal_value=0.000455597 0.0010092 0.000523191 -0.010398 -0.0227956 -0.00238445 -0.0130106 -0.0197806 0.00106309 0.0104412 -0.000103438 -0.00146451 0.000417812 -0.00390628 -0.00120135 0.0012804 -0.00589153 0.00341108 0.008787 0.000591395 -0.0043406 -0.0112759 0.00140345 0.0051609 -0.0046122 -0.0116626 0.00417951 -0.00114945 -0.0166392 0.00508555
internal_weight=264.589 221.427 211.821 9.97835 6.29731 43.1622 7.62782 6.34048 201.843 9.66609 35.5343 32.8496 30.7795 20.2942 18.7053 17.2758 9.68283 5.64216 10.4853 192.177 27.1687 18.5056 165.008 66.7553 13.4587 9.07317 63.8303 98.2528 4.96915 61.3454
internal_count=2900 2320 2279 76 62 580 152 144 2203 57 428 406 380 323 304 276 209 67 57 2146 147 108 1999 345 70 53 334 1654 62 320
is_linear=0
shrinkage=0.0235187


Tree=280
num_leaves=31
num_cat=0
split_feature=16 6 15 0 6 6 4 10 16 13 6 2 15 15 7 0 18 15 3 18 19 17 9 5 17 6 5 15 5 2
split_gain=3.39787 2.53126 2.38498 2.25389 3.56849 3.75698 3.33255 3.79619 3.24065 2.83452 4.37843 5.85841 3.74422 3.25257 5.26116 3.29051 3.971 3.16486 2.91994 2.37663 2.35112 2.32684 4.54878 4.89077 3.02699 2.59308 2.30074 2.18631 2.05158 2.30338
threshold=18.594956516900002 15.675366252400002 32.540328261750005 86.530713386650021 16.375382608200002 16.285380505300001 248.34582299520005 62.041548276350007 22.614947116400003 117.38883580790001 15.785368822600002 228.97475477770004 33.005488016050009 29.334060236450004 25.396105459650006 93.972365491700018 14.405580508350001 37.576156502300009 92.751805500450018 14.873215527100003 14.251149826300002 187.45953903175004 190.58777288605003 21.893521430150003 186.19055817300003 16.495385412050002 17.949654459650002 45.169600924000008 11.848158554650002 181.83510701155004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 4 5 -2 21 -8 9 10 11 13 20 26 15 16 17 -15 -11 -17 -12 24 -23 -24 25 -6 -5 -9 -1 -30
right_child=3 -3 -4 8 6 -7 7 27 -10 18 12 -13 -14 14 -16 19 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00088844745554718721 -5.9180724495617138e-06 -0.0028009168821988058 -0.0038427809810609665 0.00091061674204517622 0.0027607366217087276 -0.0054323864042865365 -0.00010044769948483167 -0.0053638283555845065 0.0021142278740231626 -0.0032205937034183239 0.002009733358923003 -0.0039328673470154646 0.0029507290461563969 -0.0031348650888816496 0.0030029194429574343 -0.0052332141597659478 0.002037308014402911 0.00092712564785005518 0.0005234421861341149 -0.00039241803510174541 -0.0012039518310553048 0.0030386676355231273 -0.0029556239745442774 0.0014948260667619361 -0.0032827295546268903 -0.00015060558900748322 0.0037507307325182707 -0.00019333285955311805 -0.00032483332722804838 0.00085776288983829005
leaf_weight=27.84881654009223 3.5518716257065526 4.5907317234668872 2.1085043083876363 12.92585112899542 4.9222230650484624 2.8513133274391294 28.44619105104357 2.9447330348193637 20.737666010856628 4.6820934042334539 5.41070254892111 3.9859136044979087 16.906461447477341 6.1960914060473531 4.9727575965225688 3.3344547748565665 6.032467581331729 3.8585889935493469 5.7576519548892975 2.0182806439697742 5.8986909240484238 13.297164604067804 4.3111618757247916 10.556493371725081 2.9563993215560904 16.524960603564978 4.8673612624406806 1.5460584806278346 44.544419761281461 37.694634782616049
leaf_count=767 22 197 66 62 16 29 209 28 86 30 24 41 60 35 18 42 25 15 24 14 31 41 26 45 18 127 16 27 428 331
internal_value=0.000238586 -0.000238378 -0.000133526 0.000517809 0.000112906 -0.0024223 0.000302758 -0.000575381 0.000863712 0.00056511 0.00080023 0.000155316 0.00190172 0.000523935 -0.000259938 -0.00101672 -0.000221078 -0.00157603 -0.00115571 -0.00340796 0.000333557 0.00085296 0.00154248 0.000204333 5.71699e-05 0.00051756 0.00168753 -0.00358377 -6.24834e-05 0.000217215
internal_weight=316.281 116.787 112.196 199.494 91.9086 6.40318 85.5054 32.937 107.585 86.8474 76.4076 48.1918 28.2159 44.2059 26.4126 21.4399 16.0871 10.0547 10.4397 5.35274 11.3094 52.5684 28.1648 14.8677 24.4036 21.4472 17.7932 4.49079 110.088 82.2391
internal_count=2900 1789 1592 1111 588 51 537 264 523 437 383 268 115 227 149 131 75 50 54 56 55 273 112 71 161 143 78 55 1526 759
is_linear=0
shrinkage=0.00352088


Tree=281
num_leaves=31
num_cat=0
split_feature=16 16 16 13 0 2 8 15 16 6 5 6 16 10 17 13 14 5 12 15 17 7 16 2 13 0 13 10 2 7
split_gain=4.12071 4.69172 3.86601 5.9268 3.80951 3.18881 2.87786 2.55109 2.84609 2.69828 2.56321 2.54448 2.82141 2.34099 4.7578 3.83788 4.97609 3.37373 2.75152 2.71954 2.39086 2.66244 2.33711 2.53217 4.49673 6.26649 3.99269 3.9178 3.32721 2.28124
threshold=20.394952307700002 19.974953289850003 20.674951653000004 113.85351336640001 87.181320254150009 325.75432260090003 2.8477776226000002 38.567335632300008 18.594956516900002 15.675366252400002 26.225713454500006 16.355382140900002 22.614947116400003 74.986474174450009 195.53954078470002 108.61908538635001 212.64719038130002 9.9970238968500009 236.87735968945 17.991885019200001 190.79973618785002 23.587720440700004 21.979948601300006 163.32842070695003 117.54207792135001 86.280686780500005 117.47217800995001 61.944763783650011 226.19683278270003 26.410735436000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 11 7 -7 8 9 10 13 12 -5 14 15 16 -1 19 -19 -15 21 -18 -13 -24 26 27 -25 -26 -29 -20
right_child=2 -3 3 4 -6 6 -8 -9 -10 -11 -12 22 -14 17 -16 -17 20 18 29 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0045457944131823656 0.002848304343404588 -0.0040723661998183971 -0.0032060892258654813 0.0002703671022832881 0.0016238001434675485 -0.00024781272012152418 -0.0043293757809620579 -0.0037950216559299852 0.00092067383370536223 -0.002807121705163292 0.003195301167713379 -0.0024802497659708101 -0.0044728032108073837 -0.0004309980266575982 -0.0041914810569529878 0.0023195516247597231 -0.00028940812407861956 0.00013406013277179698 0.0027736017768389054 -0.0039667481765329827 0.0023143190239940724 -0.0050674283588803271 0.0010396942287167605 -0.00033019589386862 0.00049486624739719133 0.0026932668002573276 -0.005974322297239292 -0.0050145062190567521 -0.00032439713902376454 -0.00031481633757327195
leaf_weight=4.2593334680423203 9.9991959594190103 3.8520126082003108 5.3405005596578112 3.6375508084893218 39.450423695147038 4.9001028730999661 4.1682601610664278 2.1867627687752238 43.158049077726901 4.8409781113732597 3.0796896889805785 3.4173959270119658 2.9702292680740356 11.936170634347944 5.0079205408692351 5.5421282630413762 11.763628684915604 41.256673149298877 11.234071057289837 3.7202668800018719 3.8629522295668712 1.7462600683793414 56.932497849687934 3.6261209482327095 12.739366101101046 10.402734287083147 2.9746819408610463 4.070540962740778 3.825456390157342 4.3163773985579601
leaf_count=57 43 33 36 22 155 89 93 32 234 190 12 35 26 362 94 31 146 407 51 162 25 22 230 22 76 33 38 54 31 59
internal_value=0.000257075 -0.000132539 0.000674666 0.000529174 0.000667658 -4.16524e-05 -0.0021239 7.79246e-05 0.000132311 -0.000169948 -5.14389e-05 0.000307032 -0.00186171 -0.000146989 -0.000957387 -0.000361379 -0.00104823 0.000212921 0.000621944 -0.00127116 -0.000190725 -0.000907005 0.000453279 0.000559284 -0.000167384 0.000408173 -0.00287375 -0.000743793 -0.00274224 0.00191634
internal_weight=330.218 170.832 159.387 149.387 144.047 166.98 9.06836 157.911 155.724 112.566 107.725 104.597 6.60778 104.646 32.1822 27.1743 21.6322 72.4636 56.8071 15.6564 17.3728 13.5099 97.9888 94.5714 37.6389 31.0381 6.6008 20.6354 7.896 15.5504
internal_count=2900 2099 801 758 722 2066 182 1884 1852 1618 1428 567 48 1416 375 281 250 1041 517 524 193 168 519 484 254 194 60 161 85 110
is_linear=0
shrinkage=0.00361083


Tree=282
num_leaves=31
num_cat=0
split_feature=8 15 17 17 15 5 5 2 5 6 18 6 0 6 15 10 3 10 16 8 14 6 8 18 7 7 18 5 10 15
split_gain=0.787811 1.60451 1.3488 1.12855 0.904351 0.948305 1.90598 1.78823 2.2143 2.83201 2.70178 2.01935 1.93549 1.43833 2.31892 2.17356 1.35311 2.76151 1.15013 1.11244 2.77612 2.9335 1.07682 1.142 2.50748 2.06349 2.30048 1.41728 1.84726 1.34696
threshold=1.6487133604500002 21.073645951400003 201.37020668845003 180.19381692845005 11.896459116400001 23.606333875400001 23.524801812050004 357.36576196840008 25.763052016400003 16.395383075500003 13.278511569200001 16.505385645700006 86.420486603250012 15.710367070250003 20.742056627150003 61.767325547050007 101.23926781830001 57.729261435100007 22.744946812400002 8.8430989333000021 168.39662374755002 16.355382140900002 8.7431769115000026 12.903279561150002 22.296968840150004 22.806258769100005 13.197799034350002 10.293758831600002 104.14280259920001 39.283112803100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 8 9 -7 18 -12 13 -10 -15 16 -16 -18 -11 22 -21 -22 23 24 -6 29 -27 28 -28 -25
right_child=4 -3 -4 -5 5 7 -8 -9 12 10 11 -13 -14 14 15 -17 17 -19 -20 20 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.027089069146393845 -0.014946811101231892 -0.027625523416882423 -0.02643185973517187 0.0052082587905201965 0.0011214356375265245 -0.02657032470710257 0.023044696396920382 -0.026605754303869602 0.021318897861388526 -0.030147219734120517 0.011587436295698675 -0.010843209145261077 0.022996634905765201 -0.038618868680682698 0.01669491850789892 -0.028564900257374636 0.0050529326019025734 -0.031679537328516943 -0.0027172603381367907 0.0075495660055458335 0.0033643371460197408 -0.035029545316403801 0.011565494354696617 0.0041036273498862609 -0.027833877276702165 -0.02317238308984192 -0.027717156639631233 0.0013034803801302995 0.030740181964679748 0.014577341329800471
leaf_weight=0.77018166740890404 2.3100591208785763 1.8489811166655261 1.231605152133852 7.1907058155629784 6.7578728417865914 3.9840971203520921 2.6546558253467074 1.8837095003109414 2.0292483232915464 2.6488770530559114 7.4349892344325763 3.9527497221715748 3.0573012679815283 1.0056516305776337 3.9835625402629367 1.4342297851108003 8.2039221829036233 1.5674541618209321 1.5628056433051822 4.5947517380118352 2.1598301343619823 3.1397949352394789 7.0551287475973359 27.110743493307382 2.6879769936203957 2.5877311360090962 2.0829572759103026 136.72570975567214 0.41720911860465992 11.139335453510283
leaf_count=84 123 94 108 179 47 60 11 30 10 87 39 34 15 44 22 63 137 35 13 23 14 37 35 236 16 19 121 1121 1 42
internal_value=0.000558755 -0.00607212 -0.00173686 0.00208363 0.000846806 0.000991664 0.00169517 -0.00244969 -0.0013362 -0.00748944 -0.00261618 0.00380163 0.00432614 0.00119394 -0.00132776 0.00114123 0.00423869 -0.000839427 -0.0199689 0.00142066 -0.0068757 -0.0193824 0.00183827 0.00147614 -0.00711829 0.00192699 0.000517206 0.000957514 -0.0179622 0.00715382
internal_weight=265.214 11.0415 9.19249 7.96089 254.172 251.862 209.114 42.7486 40.8649 19.5835 15.5994 11.3877 21.2814 18.2241 16.1948 15.1892 13.7549 9.77138 4.21168 206.459 9.89438 5.29963 196.565 189.51 9.44585 180.064 141.814 139.226 2.50017 38.2501
internal_count=2900 465 371 263 2435 2312 1723 589 559 233 173 73 326 311 301 257 194 172 100 1712 74 51 1638 1603 63 1540 1262 1243 122 278
is_linear=0
shrinkage=0.0253575


Tree=283
num_leaves=31
num_cat=0
split_feature=16 10 17 5 12 0 16 4 10 12 7 18 13 18 16 5 13 18 9 7 10 19 17 17 9 15 10 16 10 5
split_gain=4.52568 3.172 5.41501 3.77929 3.68578 2.90155 4.07039 3.63911 5.60276 3.0805 2.76628 3.8635 3.03522 4.25914 2.83137 4.01369 2.67376 2.65656 4.5465 3.87802 2.81041 2.59274 2.57754 4.18767 4.13688 3.51257 2.52568 5.48108 2.97778 4.48353
threshold=18.594956516900002 74.986474174450009 195.53954078470002 10.293758831600002 96.350437043050007 86.530713386650021 22.614947116400003 248.34582299520005 62.041548276350007 197.02116758845003 24.101221167900004 15.064837217800003 98.238948544700023 17.248993197150003 15.689963310050002 13.809011005350003 92.692659421600013 13.740383930250003 196.26893085885004 23.9444576715 62.55235532115001 12.751028791950002 188.16174763880002 186.34046889365004 190.58777288605003 38.842471172100005 64.321360770950022 20.719951547750004 66.697957758300021 19.385335982600001
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -1 7 17 22 9 -9 -5 -12 13 -13 -14 -16 -3 -7 19 -19 -20 -6 23 -2 -24 -26 -22 28 -28 -30
right_child=5 3 -4 10 21 6 -8 8 -10 -11 11 12 14 -15 15 -17 -18 18 20 -21 26 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0032999791645157805 0.000480772055294259 -0.00041650773440764899 -0.0029732491752307304 0.0015968211199192184 -0.00075289399181805653 0.0011330321634367251 0.0016750315968730198 -0.003150830421550478 -0.0028612290770560064 0.0001109064733362958 -0.0027047247818278845 -0.0029715047436702975 0.0011561201244112054 0.00029721662918877345 0.0010166080468682432 -0.002136050748145428 -0.0028039280984318788 -0.00026580677095982457 -0.0010011102832724382 -0.0034284266558849701 0.0023172598379643454 0.00069588122897056969 0.002160822483823445 -0.0017682091677604275 -0.0012906566091308972 0.0011828521836936153 0.0023224836880696475 -0.0022027475078849773 0.00097831385016210973 -0.0016535320168026325
leaf_weight=2.6060345480218521 24.150887678377334 18.294410327682275 6.1421387298032633 10.658694660291074 19.396124614402652 26.40619170665741 22.242167502641678 2.0120179299265173 5.6997662694193414 28.020667331293225 2.8599860854446879 3.8736594868823868 25.891687382012606 7.7649543830193579 5.795039050281046 4.7755980277433991 3.6476958952844134 7.9371916092932207 6.974219035357236 3.6787158288061619 5.7169857621192923 13.640580169856547 12.161896767094733 6.901759995147585 6.2835100889205924 9.1310013532638532 7.0268782824277869 4.305952873080968 21.214841246604923 5.2313880380243054
leaf_count=47 151 491 117 52 285 100 86 19 72 199 35 95 140 108 42 69 136 40 37 44 18 172 38 40 34 35 27 32 96 43
internal_value=0.000188782 -0.000192383 -0.00076518 9.40437e-05 -0.000384675 0.000421735 0.000701304 9.36568e-05 -0.000546847 -0.000107611 0.000417174 0.000170446 0.000341398 -0.000790706 0.00070276 -0.000407699 -0.000813397 0.000456562 0.000168849 -0.0012674 0.000499406 -0.000154707 0.000484023 -1.90864e-05 0.00105055 0.000174561 0.000740001 0.00050132 0.000849169 0.000457703
internal_weight=330.443 125.347 41.7849 83.5617 35.6427 205.096 110.735 94.3615 35.7325 30.0327 61.6196 50.9609 48.1009 11.6386 36.4623 10.5706 21.9421 88.4924 62.0862 11.6159 50.4703 33.0367 58.6291 31.0526 27.5764 15.4145 43.496 37.7791 33.4731 26.4462
internal_count=2900 1789 621 1168 504 1111 523 588 290 218 541 489 454 203 251 111 627 437 337 84 253 457 298 191 107 69 216 198 166 139
is_linear=0
shrinkage=0.00254622


Tree=284
num_leaves=31
num_cat=0
split_feature=3 13 16 2 8 15 19 2 6 5 19 7 0 17 10 19 16 16 2 0 16 18 7 10 13 3 6 0 8 13
split_gain=0.740579 1.15078 0.756791 2.16257 1.8997 1.4396 1.60918 1.23434 1.15933 1.81859 1.48379 1.13957 1.87839 1.64802 1.08753 0.974396 1.22188 0.918439 1.70704 1.96416 1.20505 2.25799 2.94863 2.01735 4.17279 2.06648 2.40083 2.15484 3.68318 2.86224
threshold=108.48197402175002 120.78166996855002 13.534968349350001 219.74617996645003 2.8477776226000002 13.029010608550001 10.350835137000002 69.280267125550012 5.1551204485500008 2.7861270712500006 11.850956171350001 21.061418062900003 109.87728379140002 176.76352991180002 80.468240302450013 10.150818999100002 9.1949784981000011 14.994964935250001 158.68292856370002 98.615332683000005 15.919962772200003 15.150044688000003 24.071745547300001 72.953999827850012 103.58091484995002 82.979260196300018 14.815346158200002 93.577162146500015 7.943800736700001 107.97116697695002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 -1 -7 9 -4 14 -5 13 -13 -10 16 -14 18 -12 -20 21 22 -19 25 -25 -22 27 -27 -29 -30
right_child=1 -3 8 4 -6 7 -8 -9 10 -11 17 12 15 -15 -16 -17 -18 20 19 -21 23 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.025037858761018588 -0.024421687497758388 0.013140326328779151 0.005208109656972602 0.021430678976681973 -0.015715020219802398 0.009744292352705089 0.0095010184501072951 -0.021401533263261899 0.0052359801180287329 -0.024881698404924966 -0.018068156438725062 0.0085700844339883595 -0.02400020318068145 -0.027128096950428952 0.023715849863662684 0.019208692593342517 0.015891106170878491 0.0083635515782880202 0.021713564634600006 -0.0090184975945361533 0.013232452989569274 0.01396187183667812 -0.02024187439827321 0.0023146758146392154 -0.026987264295069324 0.0016521406670101286 0.0017867136560229765 0.0070618973653262694 0.0049827461760451122 -0.0250198308762857
leaf_weight=0.97581434517633381 1.4517502556554966 0.61636831983923901 1.9921587528660882 2.3555108462460321 2.318528310628607 0.76446588407270599 2.6830531684681773 5.7667838882189244 5.3496692227199665 2.2906907396391034 3.7883459019940329 1.1969301505014303 0.76071087841410168 1.6071136663667855 2.4689125008881092 3.1958181159570813 0.87678246083669364 5.1562933414243179 1.7867515673860905 2.8836932848207653 7.2678377237170926 10.294325182214378 3.0376777555793524 6.6687715938314778 4.2028386215679348 11.508192419074478 156.06063711387105 4.0049287769943467 2.1167011652141801 8.303965103114022
leaf_count=121 120 7 31 16 109 10 59 290 49 152 57 13 88 41 16 41 12 41 13 44 41 68 32 84 84 82 984 42 21 132
internal_value=0.00050142 -0.013227 0.000609917 -0.00342829 0.0030677 -0.0112766 0.000289553 -0.017756 0.000989819 -0.0108855 0.00120634 0.00742563 0.0031062 -0.01189 0.0110715 0.0118063 -0.00264073 0.000866674 -0.00657993 0.00273853 0.00115479 0.00678076 -0.00224108 0.000635068 -0.00901311 0.00118928 0.000708343 -0.00578092 -0.0117107 -0.0189255
internal_weight=263.752 2.06812 261.684 22.5015 12.3114 10.1901 3.65887 6.53125 239.182 4.28285 234.9 9.99287 7.63736 2.80404 7.81858 4.83331 1.63749 227.081 8.45879 4.67044 218.622 18.4883 8.19397 200.134 10.8716 189.262 181.994 25.9338 14.4256 10.4207
internal_count=2900 127 2773 800 320 480 180 300 1973 183 1790 211 195 54 65 141 100 1725 114 57 1611 141 73 1470 168 1302 1261 277 195 153
is_linear=0
shrinkage=0.0230319


Tree=285
num_leaves=31
num_cat=0
split_feature=16 6 0 16 4 10 13 6 2 15 3 15 7 12 0 18 5 19 0 10 17 18 6 5 15 15 14 13 18 16
split_gain=3.25088 2.63132 2.33676 4.09801 3.40462 5.10048 3.37693 4.03763 5.53897 4.08106 3.35299 3.22793 5.0972 3.19721 2.78721 3.51852 3.36796 2.68929 2.50911 2.81376 2.88561 2.44215 2.41231 2.35235 2.34948 2.26028 2.05149 2.44429 2.49609 3.06126
threshold=18.594956516900002 15.675366252400002 86.530713386650021 22.614947116400003 248.34582299520005 62.041548276350007 117.38883580790001 15.785368822600002 228.97475477770004 33.005488016050009 92.751805500450018 29.334060236450004 25.396105459650006 197.02116758845003 93.972365491700018 14.405580508350001 19.731257453750004 14.251149826300002 86.280686780500005 61.944763783650011 192.34053301495001 14.873215527100003 16.375382608200002 17.949654459650002 46.422062705750008 32.540328261750005 384.93581166080008 117.66037007905001 13.415872650200003 22.824946625350005
decision_type=2 2 2 2 2 2 2 2 2 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 4 6 22 13 7 8 11 17 -8 23 14 -6 15 16 -13 -9 19 26 -21 -16 -2 -4 -7 -1 27 -15 29 -29
right_child=2 -3 3 -5 5 24 10 9 -10 -11 -12 12 -14 18 21 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.8885790081480448e-05 -0.0017965424678995435 -0.002510978871089223 0.00081013662183182478 0.0020474022283990898 -0.0041686878765134052 -0.0049932471190124597 -0.0032390187859578012 0.0018110404418379903 -0.0035582704147954732 0.0026975403324662126 0.00042034399187481822 -0.0038431336435265809 0.0027429428050723091 0.0026717331883053348 -0.0047934048841942068 0.0017040761413389441 1.6914333320010889e-05 -0.0013568542277210573 0.0023328633523796373 -0.004703254864767731 -0.0003150393016406933 -0.00021576649076849084 0.00075727621972163702 0.0034562067565037228 -0.00052966912787101583 -0.0035219065671446858 -0.0022414842041127464 -0.0045104851554436127 0.0014012038037109569 0.00090492336858903361
leaf_weight=110.86312368046492 4.2064988240599623 5.0382369423750779 12.960987329483034 21.857110105454922 1.971975084394219 3.7962308749556533 4.8371489159762842 5.4880599603056925 3.9281985592097035 16.927933380007744 5.8304161950945854 3.8340403884649366 4.8650766834616652 5.0832169773057201 3.1701930612325659 5.963903095573186 6.3219325989484787 5.8406308740377426 4.5109291896224013 2.6973261833190909 3.8271828424185514 2.0111799761652946 54.544886982068419 4.8840810358524314 1.8528091916814444 2.0145191345363846 2.6830339590087524 2.2972705699503404 5.2590021081268787 2.1185602396726608
leaf_count=1526 25 197 62 86 19 36 30 24 41 60 24 23 18 18 42 25 27 31 15 44 28 14 273 16 36 66 27 29 25 13
internal_value=0.000215911 -0.000213419 0.000464597 0.000789768 9.18691e-05 -0.000693529 0.000473315 0.000713038 0.000138774 0.00168732 -0.00123897 0.000468751 -0.000257972 -0.000167424 -0.000943363 -0.000276978 -0.00144031 0.000177798 0.00010966 -0.000308803 -0.00212919 -0.00301657 0.000574427 0.00153435 -0.00352925 -0.000110869 0.000372184 0.000847352 -0.000111189 -0.00191236
internal_weight=321.486 117.916 203.57 108.721 94.8489 36.0975 86.8638 76.1962 47.9396 28.2566 10.6676 44.0114 26.1663 30.4485 21.3012 16.1199 10.156 11.3287 28.4765 23.9656 6.52451 5.18137 58.7514 17.8451 5.64904 112.878 17.4411 14.758 9.67483 4.41583
internal_count=2900 1789 1111 523 588 290 437 383 268 115 54 227 149 218 131 75 50 55 199 184 72 56 298 78 72 1592 112 85 67 42
is_linear=0
shrinkage=0.00324939


Tree=286
num_leaves=31
num_cat=0
split_feature=0 10 7 0 0 3 2 17 18 19 18 18 17 19 9 5 3 0 8 13 18 15 18 18 4 8 16 17 6 6
split_gain=0.724054 1.7523 2.7907 1.94506 1.72454 1.91077 3.9928 3.775 1.44019 3.47324 2.52264 3.57501 2.11243 1.20297 1.874 2.16993 3.61817 4.08264 2.01153 2.08758 1.90054 1.9747 1.81477 1.76278 1.73294 1.1835 1.42252 2.24334 1.30691 2.82751
threshold=85.716110573100011 62.00390986255001 19.617375644250004 85.678472159250006 85.807518149550006 93.58791597905001 86.011634045550025 193.01551328760004 13.278511569200001 14.351157895250003 13.064341268650002 12.903279561150002 187.98346801990002 13.351077205700003 186.14781787895004 30.133297129900004 94.92945658615001 85.40693788805001 8.3434888241000014 117.62810858150002 13.064341268650002 32.706399462450001 11.780121045600003 12.217612716800001 159.66984649465005 9.0429429770000009 22.654947022900004 199.14656950540004 16.565387047600002 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 13 -3 -4 -2 8 -7 -8 9 10 11 -6 -12 22 18 16 17 -16 19 -15 21 24 -1 -24 -21 26 28 -28 29 -10
right_child=4 2 3 -5 5 6 7 -9 25 -11 12 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.040676389571577043 0.012058261911825536 0.021755518810686957 -0.032603296339622244 -0.002140452568128377 -0.01207953701647165 0.011197296593077386 -0.039947816383362832 0.0016919164260827063 0.00020461489354452233 0.019425093456659479 -0.026839106298900902 0.023323467180707942 0.0032461080253158225 0.014215877667175397 0.015961793590585194 0.016114347893741183 -0.028461488200251343 -0.017693830784438185 0.03000915224190303 0.020938933008868357 0.017446564115411498 -0.048676167859350195 0.0095530284581644784 -0.028433530347172543 -0.027739502953216186 -0.013279919569859163 -0.0011039560025583239 0.02375988576631018 0.013809258799532865 -0.027169076455697275
leaf_weight=1.1523734610527743 9.4086578469723445 1.2217556666582812 3.842729335417971 2.2524116476997733 3.2649879956152308 3.5970802530646306 3.6952869608066976 2.4550902061164379 155.48819896532223 9.5022293217480165 3.4568350818008184 4.7349359728395939 2.9142007082700729 5.9444455229677278 5.3017240930348652 3.0348225235939017 4.1756127104163161 4.5271420069038868 2.5530181527137747 0.92590374127030406 1.2569363322108982 1.0909968074411152 2.4515899667749186 1.249486170010641 1.0658314288593826 4.1805710420012465 5.3529184907674772 4.5467286258935928 4.6132449656724921 2.5992570035159579
leaf_count=66 41 8 127 17 26 14 47 15 1945 36 27 26 16 62 28 13 49 39 8 7 9 11 27 60 49 36 28 26 16 21
internal_value=0.000557046 -0.0025724 -0.014149 -0.021346 0.00115567 0.000668129 -0.0105861 -0.0233262 0.00121484 0.00721557 -0.000857491 0.00887453 -0.0130777 -0.000133433 0.00181908 -0.00383921 -0.00816322 0.000460128 0.00932957 0.00419589 -0.00952942 -0.0205285 -0.0121525 -0.00327126 -0.00511022 0.000404478 0.000735929 0.0103156 0.00015305 -0.00024546
internal_weight=261.857 42.0468 7.3169 6.09514 219.81 210.402 9.74746 6.15038 200.654 23.8732 14.371 7.99992 6.37104 34.7299 29.8764 17.0393 14.0045 9.82887 12.8371 10.2841 4.33967 3.08273 4.85345 3.70108 1.99174 176.781 172.6 9.89965 162.701 158.087
internal_count=2900 580 152 144 2320 2279 76 62 2203 131 95 52 43 428 275 129 116 67 146 138 76 67 153 87 56 2072 2036 54 1982 1966
is_linear=0
shrinkage=0.0260289


Tree=287
num_leaves=31
num_cat=0
split_feature=16 6 0 6 6 4 16 17 7 9 7 6 5 7 15 7 17 2 5 7 10 15 5 4 6 7 16 10 0 3
split_gain=3.29321 2.40159 2.32727 3.63765 3.69178 3.64644 3.23526 2.45002 2.26946 4.38484 4.20372 2.89848 2.85199 4.31378 4.2659 3.55985 2.46453 2.68877 2.54869 2.5458 2.50815 2.24628 2.20222 2.17273 5.68952 2.37165 2.15767 3.19112 7.69805 2.86564
threshold=18.594956516900002 15.675366252400002 86.530713386650021 16.375382608200002 16.285380505300001 390.96858665540009 22.614947116400003 176.11179263395005 22.726915405250001 207.56260994255004 23.699538637550003 16.415383542800004 22.852794041600003 23.124786352450005 42.385947950200006 23.031046061850002 187.45953903175004 111.23922738415001 32.00428233840001 20.940097048150005 61.614083433650009 32.540328261750005 23.803605515150004 310.49012963040008 15.925372093750001 25.852307279700003 22.554947256700004 66.697957758300021 92.031298721500022 89.227236891450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 4 -2 8 7 -4 11 10 12 -5 15 14 -14 -10 18 -18 19 -13 -21 -1 -15 26 25 -25 27 29 -29 -9
right_child=2 -3 6 5 -6 -7 -8 23 9 -11 -12 16 13 22 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-7.2343331595109574e-05 -8.9367806198936142e-05 -0.0025526287973906647 0.0029844417724927338 0.0035999342384665737 -0.0052292461691611641 -0.0033667725737938706 0.0020066412590797156 0.0033410050019582614 -0.00019671988155730815 -0.0037919957347376273 0.0030154812672793484 0.00086253136845879715 0.0022174275216642388 0.0038937930512283367 -0.0040145826506581498 -0.0039115222536399586 0.0025110637643670857 -0.00017656348233783991 0.0023069604171354202 -0.003797635030975514 -0.00053443111559429426 -0.0036802159033308924 0.00056633848374262755 -0.004987166706617272 0.0011143710610931512 -0.00045368318310849351 -0.0014561414590693576 -0.0038803321651520607 0.00073132298262559002 0.0009790537480901891
leaf_weight=112.38591780746356 3.6176573596894732 4.8997465320862821 4.4035263657569876 4.0339209437370291 2.859509483911097 3.0531972702592602 20.8564742654562 8.0179742053151148 8.0820561610162276 3.6118871234357348 4.9117913842201224 9.8307377006858641 1.9702528119087208 4.0939152389764768 3.4595670662820339 4.6413632072508326 12.120026163756849 6.5550827989354721 4.5426563853397957 3.6364227458834639 10.364726859144865 2.0074980477802447 5.1113831289112568 3.7205052971839887 7.2908658236265182 2.043042030185461 5.243595987558364 4.7743213772773734 30.983454752713442 21.920151457190514
leaf_count=1526 22 197 16 11 29 38 86 29 37 35 16 85 6 10 46 31 38 46 23 28 56 66 31 38 32 14 26 35 164 83
internal_value=0.000211962 -0.000234931 0.000471068 8.84915e-05 -0.0023585 0.000264561 0.000808971 0.000526393 0.000392049 -0.000259564 0.000135807 0.000849757 -0.000381193 0.000636538 -0.00175325 -0.00155184 0.000613964 0.00156769 -1.37444e-05 -0.0004561 -0.00138196 -0.000135658 0.00204617 0.000397525 -0.00086997 -0.00338015 0.000630772 0.000797341 0.000115582 0.00161163
internal_weight=325.043 119.293 205.75 96.4962 6.47717 90.019 109.254 88.3974 86.9658 35.8822 32.2703 51.0836 27.3585 14.6351 5.42982 12.7234 47.0497 18.6751 28.3745 23.8319 14.0011 114.393 9.2053 83.9939 13.0544 5.76355 70.9395 65.6959 35.7578 29.9381
internal_count=2900 1789 1111 588 51 537 523 437 499 212 177 287 161 93 52 68 276 84 192 169 84 1592 41 421 84 52 337 311 199 112
is_linear=0
shrinkage=0.00338066


Tree=288
num_leaves=31
num_cat=0
split_feature=16 0 6 6 4 10 16 13 10 16 6 2 3 7 6 15 7 15 15 0 15 16 0 10 17 13 13 5 12 19
split_gain=2.84062 2.36207 3.50764 3.56936 3.48096 4.04358 2.65263 2.2372 3.84147 4.16507 3.19951 4.55963 2.85412 2.32769 2.22128 2.19694 2.0968 3.56154 3.8751 2.85172 2.99994 2.66245 2.06864 2.15567 2.73035 2.05755 3.84429 1.94726 2.33406 2.81837
threshold=18.594956516900002 86.530713386650021 16.375382608200002 16.285380505300001 248.34582299520005 62.041548276350007 22.614947116400003 117.38883580790001 64.434276012450013 20.874951185300002 16.245379570700006 215.60007756200005 92.751805500450018 23.856905110850004 15.675366252400002 32.540328261750005 25.396105459650006 29.334060236450004 35.194695975650014 93.972365491700018 31.385732506450001 18.744956166100003 86.280686780500005 61.944763783650011 192.34053301495001 108.61908538635001 107.97116697695002 10.718565385000002 202.12526968910001 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=14 2 3 -2 -4 22 7 8 13 10 11 16 -9 -3 15 25 17 21 19 20 -19 -10 23 -6 -25 26 27 -1 29 -29
right_child=1 6 4 -5 5 -7 -8 12 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0010547030471107649 -8.2282770780973372e-05 0.004438689355506658 0.00089570069523525991 -0.0059408002237778066 0.00011665683440925916 -0.004085843770658998 0.0021770484105374478 -0.0033315298073090371 0.0038213089111214251 -0.0024890712614146298 0.0028207859300905841 -0.0038840283920868867 0.00072466856871510998 0.0011554299016283045 -0.0029410422353782573 -0.0041821478354513121 0.0027692520117487893 0.0014565994011756563 0.0015833183775752495 -0.0046783503623460607 -0.0028886724091808152 0.00049620015999231749 0.0024388933689013063 -0.0053008424777552026 -0.00029426764077400934 0.0022039907530201153 -0.0047531352351191051 0.00027344027158145081 0.00095084605196547412 -0.0019741820249076628
leaf_weight=22.706654251087457 3.4053751844912759 6.2722692340612394 50.836608862504363 2.8046442326158285 17.432326712645597 4.5327033968642345 19.840294741094112 4.569048270583151 5.7919666618108741 6.3912690430879584 9.497880917042492 3.449123363941907 5.8504436686635017 6.5054539069533348 4.3677265441510817 1.9550458905287076 6.2566515021026126 4.5866132527589816 7.2132408507168284 3.9067768380045882 4.8178768083453178 9.2467464767396432 3.8721599653363219 2.8491918453946701 3.7065841145813465 5.5823468379676333 2.66351169720292 26.819349885219708 35.127388359513134 11.916557444259523
leaf_count=702 22 16 273 29 120 55 86 30 21 38 41 36 24 27 197 66 25 21 37 44 28 49 13 48 28 29 34 295 331 135
internal_value=0.000237051 0.000518322 5.98837e-05 -0.00272818 0.00026791 -0.000717328 0.000911837 0.000614261 0.000849364 0.000448693 0.000791529 0.00036577 -0.00105401 0.0027671 -0.000253004 -0.000143044 0.000716276 0.000355095 -0.000686634 -0.0019167 -0.000769463 0.00177682 -0.00016929 -0.000590303 -0.00247016 -6.77054e-05 -0.000195499 -6.9794e-05 0.000232981 -0.000418009
internal_weight=304.774 193.635 89.4396 6.21002 83.2296 32.393 104.196 84.3554 73.9359 61.1581 54.7669 45.269 10.4195 12.7777 111.139 106.771 41.8199 35.5632 20.5245 13.3113 9.40449 15.0387 27.8603 23.9881 6.55578 104.816 99.2335 96.5699 73.8633 38.7359
internal_count=2900 1111 588 51 537 264 523 437 383 340 302 261 54 43 1789 1592 225 200 130 93 49 70 209 196 76 1526 1497 1463 761 430
is_linear=0
shrinkage=0.00384563


Tree=289
num_leaves=31
num_cat=0
split_feature=6 13 17 6 19 18 15 5 16 7 16 18 13 18 13 19 16 7 17 17 9 16 16 16 7 10 15 13 0 16
split_gain=0.751171 1.31377 1.46385 1.28624 1.18306 1.68227 1.1634 2.05418 2.21211 1.86664 1.6436 3.192 2.35158 3.89129 3.8021 2.90234 2.17708 3.36369 4.15498 6.51433 2.15788 1.96092 2.15479 3.70086 1.92427 1.91049 1.90138 1.51367 5.32742 3.23766
threshold=22.585527707250005 119.04223755815001 161.95900874150001 20.305474434200004 14.651182102100002 11.639306137250001 45.169600924000008 24.301614351200005 22.594947163200004 23.633329316050006 22.624947093000003 13.5308213324 117.38883580790001 13.765997214800002 115.25151159420001 14.451165964200003 22.554947256700004 22.580174331950005 195.24502669890003 189.73320545960004 207.37918994975004 21.084950694200003 20.394952307700002 19.974953289850003 23.031046061850002 62.041548276350007 38.567335632300008 109.57886493895002 92.031298721500022 19.214955067100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 10 -8 -9 -10 12 25 14 16 15 21 -14 -18 19 -19 -16 22 23 26 -24 -12 27 29 -29 -7
right_child=-2 3 4 -5 -6 6 7 8 9 -11 11 -13 13 -15 20 -17 17 18 -20 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.015843161229324769 0.014171112246670657 -0.019786185922626737 -0.029548140408412651 0.0015116340285154218 0.0086777041600200749 0.00065854908019735063 -0.020998141083873535 0.014939765904949106 -0.020286705943505061 0.0026088306117725371 0.004083989341010545 0.015505117924558175 0.0091254861017924099 -0.029092237421847428 0.015902175493236383 -0.019415851372944042 0.0091156084163315099 -0.0032721168062717194 0.0062891431748511584 -0.040736014884662733 -0.0028882552224520947 -0.022831814254576782 -0.0035660428957972152 -0.025142948446944525 0.014961067330752706 -0.011064835095857567 -0.023420915477345525 -0.018113202215457213 0.014813804216496924 -0.021743078393707888
leaf_weight=2.7645281112054354 2.0837521329522124 3.2683897889219216 0.96354633348528196 2.6908675581216812 9.6596629172563535 98.990966904675588 3.4487088359892359 3.2554614273831231 3.3389607239514589 4.1651427149772644 22.23369583114982 11.345093645155428 6.0512237062212142 3.3161278292536727 13.111249410081657 3.8898098645731798 5.1938377842307117 5.2095164153724891 4.3011983036994925 4.5041514113545418 4.199654981493949 1.8392932936549176 4.169590286910533 2.9925122186541548 9.7172314003109914 5.3815512321889392 1.6985256453044701 3.2682261243462554 11.75802607834339 3.4756998866796485
leaf_count=180 8 71 39 17 47 1610 38 27 80 26 98 56 39 25 75 25 21 29 18 35 24 15 22 25 48 32 35 63 44 28
internal_value=0.000528236 0.000418981 0.000667162 -0.0101693 0.000848661 0.000535924 0.000656275 -0.00567634 -0.000765322 -0.00757857 0.00105326 0.00531728 0.000168127 -0.00585752 0.00125032 1.81403e-05 -0.00280726 -0.00656637 -0.012378 -0.0206438 0.0113436 0.000566284 0.00088256 -8.52858e-05 0.00939821 0.00113185 0.000543831 0.000890275 0.00765214 -0.000101321
internal_weight=262.286 260.202 254.243 5.95926 251.479 241.819 240.855 14.2083 10.7596 7.5041 226.647 38.9603 187.687 28.5761 159.111 141.8 25.2599 19.2087 14.0149 9.71367 17.3109 137.91 136.071 122.184 13.8868 27.6152 119.191 117.493 15.0263 102.467
internal_count=2900 2892 2804 88 2624 2577 2538 171 133 106 2367 186 2181 167 2014 1915 142 103 82 64 99 1890 1875 1805 70 130 1780 1745 107 1638
is_linear=0
shrinkage=0.0228135


Tree=290
num_leaves=31
num_cat=0
split_feature=10 7 19 18 0 9 10 17 10 3 16 16 19 18 0 13 3 0 6 9 0 6 5 7 0 2 16 5 5 8
split_gain=0.724566 1.1311 0.827617 0.804919 1.47032 2.45704 2.39215 1.91252 2.19431 1.91083 1.68664 1.42105 1.91752 1.18985 1.65284 2.16736 1.24136 1.16399 1.15547 3.33222 2.80911 3.77552 2.78916 2.19709 2.18319 3.55207 2.66206 1.78605 2.2209 1.76527
threshold=90.988176966900014 27.952168727600004 10.850875481800001 17.327266398450003 98.615332683000005 210.70699256735003 78.220689305400015 201.37020668845003 78.494912034700022 79.056799783950012 16.064962433100003 17.654958715000003 12.751028791950002 15.312071772700003 96.249489528150022 108.17011287860002 81.796338618900009 99.983757871350008 14.815346158200002 203.83507631320003 93.262612545250008 15.135353635100001 18.152162791050003 24.605072964550004 86.530713386650021 317.41815758785003 22.624947093000003 20.361635946650004 21.005083245250002 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=3 2 -2 4 13 6 10 8 -8 -9 -6 12 -5 18 15 -15 -16 -12 19 -1 21 -20 -22 -21 25 27 -26 -23 -29 -24
right_child=1 -3 -4 11 5 -7 7 9 -10 -11 17 -13 -14 14 16 -17 -18 -19 20 23 22 24 29 -25 26 -27 -28 28 -30 -31
leaf_value=0.00073635581394376239 -0.024937578373629574 -0.025170309813064552 0.019759143570366684 0.0087636336996802337 -0.028476993564126595 -0.022521997448650449 0.028718199784946899 -0.027462591286157047 0.0021841260349008415 0.012747734882101274 -0.019222832812155501 0.027023411605520825 -0.018135813523904795 -0.028538174795213912 0.001036134072360776 0.0066285931568983878 0.016397995183843911 0.012485422426882279 -0.020827606322498415 -0.037283889695457609 0.024078549848812567 0.016210459807379878 -0.0098860676015773714 -0.009419092719466525 0.0021857497183900795 -0.031702258573572902 0.015469182043967704 -0.017833407000869154 -0.00023221460978032531 0.013493572350335215
leaf_weight=31.96059306547977 0.35509735113009744 1.6186173367314038 0.82753304857760668 7.8224319620057923 2.9921587076969507 4.0570951765403143 2.1773499473929432 2.2309422120451923 13.216261541703714 1.0389608088880775 1.2803030526265504 1.7903164774179448 1.994842263869941 1.6232639686204517 4.7948795724660149 2.9825573652051389 9.2260579494759423 1.5173874828033147 4.8421249049715689 2.1689311619847995 6.2607811987400037 3.6680916245095423 3.7778098713606596 7.8041769983246922 42.912474753335118 2.2473070732085025 11.467136725783346 4.5730101987719527 71.973974693100899 3.9754301011562347
leaf_count=390 58 244 17 128 75 88 8 79 243 10 27 8 36 42 41 22 57 22 43 27 24 16 25 91 226 43 56 29 706 19
internal_value=0.000520211 -0.0118679 0.00633848 0.000655568 0.000356732 -0.00487102 -0.00194251 0.00232392 0.00593724 -0.0146864 -0.0156953 0.00695711 0.00329774 0.00104593 0.00696322 -0.00576549 0.0111445 -0.00202518 0.00048823 -0.00312017 0.00146007 0.000425484 0.0119199 -0.0154791 0.00117752 -0.00133454 0.00498685 -0.000483753 -0.00128373 0.00210171
internal_weight=259.178 2.80125 1.18263 256.377 244.769 28.5105 24.4534 18.6635 15.3936 3.2699 5.78985 11.6076 9.81727 216.259 18.6268 4.60582 14.0209 2.79769 197.632 41.9337 155.698 141.684 14.014 9.97311 136.842 82.4624 54.3796 80.2151 76.547 7.75324
internal_count=2900 319 75 2581 2409 552 464 340 251 89 124 172 164 1857 162 64 98 49 1695 508 1187 1119 68 118 1076 794 282 751 735 44
is_linear=0
shrinkage=0.0244908


Tree=291
num_leaves=31
num_cat=0
split_feature=6 5 5 9 13 0 7 7 8 17 17 6 12 15 9 18 17 17 16 9 9 6 0 4 18 15 5 2 18 6
split_gain=3.61276 2.39185 2.90447 2.30305 2.19848 2.10093 3.10427 2.89988 3.09774 2.60909 2.59974 2.71436 1.93506 2.81488 2.31996 1.84737 2.16371 3.52742 2.25596 1.85188 2.24867 2.96529 5.71751 3.81041 2.2776 2.0434 1.80756 1.77372 1.731 1.64856
threshold=10.715250360100002 23.606333875400001 23.151456684850004 227.14331114760003 95.870416931800023 95.590817286200021 20.778835947700006 24.101221167900004 1.6487133604500002 195.44378352670003 237.45530840880002 6.2951470851000009 369.59988112290006 42.385947950200006 220.28141982375004 17.108018746400003 208.12573104970002 210.48525482865003 18.764956119400004 215.80505313260002 206.08249486475003 14.925348728400001 88.232507383150008 216.78548481640004 15.793187706400001 28.452330424200003 18.725555412050003 357.36576196840008 15.409823741150001 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 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 27 -2 6 -1 8 9 -7 11 -9 13 14 15 16 19 -18 -19 20 29 23 -23 24 25 -22 -16 -3 -25 -6
right_child=1 3 -4 -5 12 7 -8 10 -10 -11 -12 -13 -14 -15 26 -17 17 18 -20 -21 21 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00093142457949224784 -0.0022253068852159594 -0.00029348644962541305 0.0018601897861141752 0.0027559174436583705 0.00087054414297310461 -0.0039003482246854205 -0.0040876036091164738 -0.00088378051329569731 0.002031635688901268 0.0015398972535206488 0.00082887473467985662 -0.0037673933136280237 0.0024523254693659046 -0.002354445005735584 -0.00010018307939140397 0.0023179653872095968 -0.0033861635612675847 -0.0018233670795804347 0.0016265894354564462 0.0023032185197030628 -0.0033708150374840472 -0.0028849034551723966 0.002038002293068665 -0.0049085137758402347 0.0024356223430874648 0.0007673926676347063 -0.0035645116634148684 -0.0033109080495283367 -0.0015425035342703881 6.8010593435140256e-05
leaf_weight=1.9330179020762432 3.3177255881018928 47.269976848037913 15.599709605798123 2.5362009927630416 102.31180821498856 2.1335905855521555 4.0295938774943352 12.520516512682667 8.3210617210715991 1.662885434925556 5.856876171892508 4.7821713271550825 4.9747955622151485 3.866637982428073 4.1795509811490765 5.8518921695649615 3.9637239612638941 3.2209064960479719 5.3415044918656349 6.1907231509685507 2.3935272283852118 3.3738563344813874 9.6663582343608123 3.2513075610622764 2.893591895699501 2.682699840515852 2.5834940364584327 2.1595015088096252 3.2271861284971237 36.928230285644531
leaf_count=12 93 553 64 10 568 54 106 423 48 20 84 158 28 31 37 34 38 47 25 37 26 24 44 47 15 16 32 31 33 162
internal_value=0.000226252 0.000359752 0.000504683 -0.000270052 0.000404095 -0.000672985 -0.00246049 -0.000370858 0.000919683 -0.00151748 -0.00104609 -0.00168076 0.000446259 0.000396836 0.000450548 0.000516804 0.000459967 -0.000846732 0.000328826 0.000554623 0.000489697 -0.000361314 0.000764313 -0.00137724 0.000130272 -0.00118384 -0.00142356 -0.000425313 -0.00323178 0.000657702
internal_weight=319.025 277.785 225.819 51.9657 210.22 41.2397 5.96261 35.2771 12.1175 3.79648 23.1596 17.3027 206.902 201.927 198.06 191.297 185.445 12.5261 8.56241 172.919 166.729 27.4885 13.0402 14.4483 7.96982 5.07623 6.76305 49.4295 6.47849 139.24
internal_count=2900 1995 1401 594 1337 905 118 787 122 74 665 581 1244 1216 1185 1116 1082 110 72 972 935 205 68 137 57 42 69 584 80 730
is_linear=0
shrinkage=0.0032559


Tree=292
num_leaves=31
num_cat=0
split_feature=8 15 17 17 16 15 9 15 8 18 7 16 15 15 16 0 10 6 5 0 10 15 15 5 2 5 3 7 9 5
split_gain=0.753032 1.47217 1.21123 1.07988 1.30995 2.14048 0.896518 0.811767 0.863958 0.83789 1.42648 2.20008 2.49941 1.31605 2.31004 0.971766 2.47655 1.61294 2.05339 1.49193 1.94851 1.31904 1.80926 1.14976 2.07576 0.980079 2.34656 1.92384 1.41053 1.8694
threshold=1.6487133604500002 21.073645951400003 201.37020668845003 200.96259924040001 14.184966829400002 12.389956812050002 26.901933640100001 11.896459116400001 2.5480115570500002 17.108018746400003 26.565321014450003 17.654958715000003 20.310401204950004 19.112687623850004 9.5499776680000021 98.615332683000005 80.468240302450013 11.260263094250002 13.264960807550002 102.11570516885001 78.220689305400015 24.200063469100005 24.857400662900002 12.734423473350001 224.18737221905002 16.579584939650001 84.062708822850013 20.778835947700006 203.31429194770001 15.299679811400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 15 -11 12 13 14 -12 25 19 23 -19 20 21 -17 -23 24 -18 26 28 -28 -9 -30
right_child=7 -3 -4 -5 -6 -7 -8 9 -10 10 11 -13 -14 -15 -16 16 17 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.027567168048700394 0.0033174075481666662 -0.027906450647307575 -0.026793081104334364 0.028649596400976713 0.014213059211315809 -0.028588350933403353 0.013081099830067035 0.017307273332475247 -0.028808204105251506 0.020873738275236295 0.018890857434872663 0.028157851299553831 -0.028853370975924802 0.023562717800040087 -0.027669852808053935 -0.030732730764879541 -0.022244413276716803 0.014877215401014944 -0.029118296134758765 -0.032421721582322136 0.0077547860221985031 0.020413399490324027 -0.021861466949071848 0.023672915237708293 0.026367804454722751 0.00060224515607580208 0.016176170728179069 -0.026544754817714601 0.017170084491063241 -0.01193415997731165
leaf_weight=0.43174423999152933 0.99649350950494353 1.7251372672617424 1.1365034725749863 0.87148554157465685 2.2949877162463963 2.1309948773123324 2.1464450432686135 9.2840815582312661 1.2504356697900219 3.7131556789390734 1.3666795801836982 1.6542407870292661 2.0216420870274305 1.6881633484736083 1.4599566902033982 2.6378738656640071 1.2743769816588595 1.2359898500144484 1.6289794635958967 2.1246764543466261 3.1568573098629713 1.0976410973817112 1.7239762945100663 3.2017183881253004 1.0708512123674152 195.2469519879669 1.0194535702466958 2.2166762135457247 2.6669499464333049 3.2358538471162319
leaf_count=68 16 94 108 4 27 108 56 54 107 36 20 8 51 12 84 57 50 8 52 43 32 9 40 24 7 1615 5 60 14 31
internal_value=0.000548909 -0.00612371 -0.00195399 0.00163044 -0.00173139 -0.0095018 0.00627413 0.000839004 -0.0145608 0.000980395 0.0076408 0.00164179 -0.00506889 0.00558135 -0.00515773 0.00063986 -0.00491407 0.00554418 -0.010138 -0.0131045 -0.00834116 -0.0176484 -0.00541607 0.0136439 -4.76597e-05 0.0011377 0.00681248 -0.0130867 0.0110527 0.00121545
internal_weight=257.711 10.7373 9.01216 7.87566 7.00417 4.70918 2.57819 246.974 2.24693 244.727 11.9038 8.19068 6.53644 4.5148 2.82664 232.823 19.1529 8.41192 2.86497 10.741 8.61635 5.45949 2.82162 5.54695 2.34523 213.67 18.423 3.23613 15.1869 5.9028
internal_count=2900 465 371 263 259 232 124 2435 123 2312 211 175 167 116 104 2101 322 141 60 181 138 106 49 81 57 1779 164 65 99 45
is_linear=0
shrinkage=0.0257382


Tree=293
num_leaves=31
num_cat=0
split_feature=16 16 16 13 0 2 8 6 16 9 5 15 14 9 4 10 0 16 16 17 15 16 6 5 14 13 7 3 17 17
split_gain=2.06339 4.49939 3.87055 7.22086 3.78337 2.98149 2.46553 2.45922 2.26393 2.1335 4.31686 2.25855 4.05699 2.23118 3.38986 4.29029 4.06714 4.31033 4.18828 2.42293 1.82337 1.92411 2.07633 1.97985 1.91281 3.06359 2.78816 2.45152 2.084 3.45756
threshold=20.394952307700002 19.974953289850003 20.674951653000004 113.92610173585001 87.181320254150009 325.75432260090003 2.8477776226000002 16.355382140900002 22.614947116400003 202.80137809380003 30.133297129900004 41.657300687350009 168.39662374755002 201.2906445504 248.34582299520005 62.041548276350007 86.280686780500005 22.724946859200003 22.594947163200004 191.19232825540004 38.567335632300008 18.594956516900002 15.675366252400002 26.225713454500006 307.90126551520001 105.26657809770002 21.403954852200005 75.236500780600025 207.79550897605 234.67375690460003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 7 20 -7 8 -5 13 11 12 -11 14 -9 16 17 18 -16 -17 21 22 23 24 26 -26 -1 -28 -29 -30
right_child=2 -3 3 4 -6 6 -8 9 -10 10 -12 -13 -14 -15 15 19 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0034631821051222156 0.0031620248364818593 -0.0045870001712018322 -0.0041744346405652583 -3.4008504917624282e-05 0.0017345956743370923 -0.00034880397221983558 -0.0048240996871404046 0.0010699404388431022 -0.0049769810220571713 0.00042600606006352375 0.0032859721431720934 -0.00029354376933242286 -0.0059073740377537584 0.0030987614827062472 0.00045512565476468308 -0.00068744413710904054 0.0028574233910683435 0.0025039875595885414 -0.0056762084861612834 -0.0064916822878224425 -0.0040774991259103187 0.00094771522862280484 -0.0030505542833051441 0.0034421264692552247 0.0010478330344042149 -0.0048723132460497436 -0.0028040169834153915 0.00034474497093024068 -0.0036668009304644039 0.0034869228651235513
leaf_weight=4.9460609587840727 9.0506479917094094 3.6882189642637959 5.5774702169001094 3.3779587941244236 35.435089316219091 4.5470161349512619 3.7953508892096579 46.423752039670944 2.8885460644960403 2.731904476881029 3.3312322199344626 7.4076735889539123 4.4980795439332724 5.7602106174454084 3.2628918178379589 1.9983769175596524 5.8855644986033431 3.364442452788353 4.3925313428044319 3.0579587174579501 1.7039202540181566 40.013788564130664 3.895792575320228 2.7317993864417067 28.766161725157875 1.5479281693696965 5.7092358710942781 44.886280326172709 5.219924966339021 1.4509241357445715
leaf_count=100 43 33 39 22 152 89 93 201 26 13 12 49 49 20 25 22 20 13 63 32 32 234 190 12 439 33 278 467 93 6
internal_value=0.000220007 -0.000114222 0.000564273 0.000395604 0.000586084 -3.6656e-06 -0.00238483 0.000172411 -0.00231247 0.000341456 -0.000925832 -0.00188435 -0.00351426 0.000648578 0.000442195 -0.00088476 0.00010613 -0.0013633 -0.00306291 -0.00419772 0.000137346 0.000188951 -0.000117249 2.71465e-06 -9.88323e-05 0.000745533 -0.000510264 -0.000255222 2.70216e-05 -0.00211085
internal_weight=301.347 152.902 148.444 139.394 133.816 149.214 8.34237 98.3811 6.2665 92.1146 17.9689 14.6377 7.22998 74.1457 68.3855 21.9618 16.9054 11.0199 7.65542 5.05634 140.872 139.168 99.1541 95.2583 92.5265 30.3141 62.2124 57.2664 51.5571 6.67085
internal_count=2900 2099 801 758 719 2066 182 567 48 519 123 111 62 396 376 175 121 101 88 54 1884 1852 1618 1428 1416 472 944 844 566 99
is_linear=0
shrinkage=0.00409931


Tree=294
num_leaves=31
num_cat=0
split_feature=6 6 0 0 2 19 16 5 3 16 3 6 8 10 9 12 17 7 18 5 5 0 16 3 16 2 6 6 5 0
split_gain=3.35337 3.9624 3.04496 4.181 3.73139 3.25486 3.21247 4.50083 3.08962 3.1907 2.78039 2.58335 4.09368 3.03271 2.45872 4.222 2.25038 2.56911 2.62965 3.71096 4.77009 3.60206 2.6992 2.56434 2.13175 2.31629 4.29766 4.10689 3.03421 2.97208
threshold=13.665319288000001 13.775321858200002 93.972365491700018 87.181320254150009 317.41815758785003 12.651020723000002 15.444963882950001 16.316541761950003 84.968719212850019 17.844958270700005 92.751805500450018 14.815346158200002 7.943800736700001 71.52105164435001 188.53841931785004 93.660658182900008 200.83528241485001 23.724432465350002 13.3584252364 22.907563598750006 23.803605515150004 86.001087134900004 22.544947280100004 93.673946639200011 22.634947069650003 132.99388411665004 15.925372093750001 15.545363214900002 20.165068834500001 88.576630023850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 6 7 -4 9 -7 -3 12 -11 -14 -5 -16 17 18 21 22 -21 23 -20 -12 25 -17 27 28 -27 -28
right_child=1 2 5 14 -6 8 -8 -9 -10 11 16 -13 13 -15 15 24 -18 -19 19 20 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00035820618002662199 0.0027407740444930478 -0.0024313870174679543 0.0016936631907637925 0.0030148976388164146 -0.0031188665627077455 -0.0031519865496320858 0.0028900289493886001 -0.0033418165873264748 -0.0032810092978528878 0.0028563166134849458 -0.0029015495068324608 0.0028965148203082295 -0.0032108294602638376 0.00079167403839553244 -0.0019488136770139494 0.0016598123736613834 -0.0024209191705365125 0.0021298111971247168 -0.00039232406777899004 0.0024248852499378988 -0.0021202916839105799 0.001648727375457748 -0.0043257899641951612 0.00024126979037084832 0.0027317991955785031 0.0021475050960240998 -0.00030502560103889032 -0.0044725507252603054 -0.0019845632415307892 0.002599833544662488
leaf_weight=84.943883285159245 7.6977837830781928 4.1516761835664502 4.4613686166703683 6.8423143308609715 3.7669741003774098 4.0786579502746525 5.0029733739793301 3.4330076212063432 6.06562366336584 2.8987096883356562 2.9886371046304694 2.9886347800493231 5.397867442108689 3.3552133068442345 5.1238608807325354 24.570351913571358 3.1706381458789101 8.678739393129943 3.3758002659305957 5.7147774882614595 4.5196229545399547 22.024986926466227 4.3817227184772491 56.148233337793499 8.3107910081744176 3.6806182339787501 6.7080094739794722 3.217944823205471 4.1126779355108738 9.0345618873834592
leaf_count=1334 34 26 19 30 48 47 18 29 76 14 24 10 66 27 28 99 22 37 26 19 42 86 29 542 37 13 29 22 31 36
internal_value=0.000205042 0.000407856 0.000329163 0.000498998 0.000118982 -0.000529538 0.000817401 -0.000496103 -0.00123045 -0.000566001 0.000224899 0.000154426 -0.000548908 -0.0016766 0.00113017 0.000931027 0.000324248 0.000404965 0.000253993 -0.000889514 0.000417686 0.000507485 -0.00261408 8.24392e-05 0.00117846 0.000926937 0.000253874 -0.00133047 -3.30698e-05 0.00136205
internal_weight=320.847 235.903 228.205 190.523 118.922 37.6821 12.8973 7.89438 24.7847 18.7191 115.155 14.6404 11.6518 8.75308 71.6011 64.7588 111.003 107.833 99.1538 17.9919 10.2344 81.1619 7.75752 59.1369 59.635 51.3242 26.7538 11.0112 7.7933 15.7426
internal_count=2900 1566 1532 1226 901 306 66 48 240 164 853 117 107 93 325 295 827 805 768 116 61 652 55 566 267 230 131 66 44 65
is_linear=0
shrinkage=0.00330603


Tree=295
num_leaves=31
num_cat=0
split_feature=16 0 4 10 16 17 9 15 6 10 15 0 4 6 7 10 2 18 12 5 15 9 2 6 13 13 17 15 5 5
split_gain=5.43208 3.20996 3.52732 5.10523 3.29752 2.71563 3.37306 3.31559 2.66638 2.617 2.64209 2.59288 2.56724 6.52873 2.77537 2.56139 2.39339 2.28878 3.80504 4.87363 3.30688 2.36594 2.84486 2.29185 2.10217 3.68422 2.10004 3.43855 1.95624 4.76203
threshold=18.594956516900002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 188.54236693505001 190.58777288605003 38.842471172100005 15.675366252400002 90.988176966900014 32.540328261750005 86.280686780500005 310.49012963040008 15.925372093750001 25.852307279700003 61.944763783650011 226.19683278270003 13.809421053700001 103.44931853055 17.671168838450004 37.128521979500007 195.51131808980003 101.14502893930002 16.435384010100005 108.61908538635001 107.97116697695002 186.34046889365004 39.940798674500009 24.779543538450003 27.955576342550007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 11 12 26 -7 -8 9 10 24 15 17 14 -14 28 -17 23 19 -19 21 22 -20 -3 25 -1 -2 -28 -4 -30
right_child=1 4 3 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 16 -18 18 20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=3.3743744577810565e-06 0.00043797198778177548 0.0017230423425061052 0.00097912770814614848 -0.0027722771995147351 0.0016733402666133453 0.002286111088831211 -0.0011241607741868877 0.0013937072354216274 -0.0020536108451531358 -0.0018260018775385961 -0.0028462187380371056 0.001652271487849801 -0.0038702411001383958 0.0010785112918161156 -0.00012916639919249097 -0.0034190880486952278 -0.0003663037217991156 0.00086805133945280452 0.0012102088329298659 -0.003133177729488588 -0.0012258755113560614 0.0013185072185644231 -0.0022117413961105083 -0.00010947184248879845 0.0015189303795816508 -0.0031698053433756221 -0.0027122674857256029 0.00044540248076166796 -0.0037336349362595187 0.00034239171941989919
leaf_weight=103.19765738304704 24.555717900395393 21.806940995156769 8.7456728629767984 5.6812698943540445 22.076347671449184 10.528888002038004 6.0026542320847502 8.5654411762952787 5.0750335333868852 5.8477849245537064 2.2263907548040143 4.8453689515590659 3.8019179180264455 7.7543875016272068 2.0650768354535103 3.1944323154166332 3.7883926033973694 3.9554150998592359 3.4736474007368079 4.2740803360939026 5.1309575103223315 29.398335240781307 3.1049784049391747 5.8387446105480185 5.914248412474989 2.5297068804502478 4.3110241852700693 5.0573239680379629 2.5951920934021455 7.5949392700567842
leaf_count=1144 151 75 41 72 86 32 32 33 197 319 66 16 38 33 14 47 31 18 13 32 36 122 30 26 29 34 26 24 30 53
internal_value=0.000219199 0.000476123 0.000125644 -0.000509802 0.000773059 0.000518029 0.00116588 0.000356242 -0.000209343 -0.00013116 -4.41205e-05 -9.19844e-05 0.0005537 -0.000485845 -0.00255345 -0.000418065 -0.00176286 0.000737637 0.000402341 -0.00121003 0.000725126 0.00100337 -0.000404883 0.00133602 1.17598e-05 -7.25493e-05 3.87516e-05 -0.00100766 7.78459e-05 -0.000695679
internal_weight=332.938 208.147 95.4663 36.4453 112.681 59.021 25.097 14.5681 124.791 119.716 113.868 30.764 90.6045 13.6214 5.86699 25.9186 6.98282 76.9831 49.3374 8.2295 41.1079 35.977 6.57863 27.6457 111.642 105.727 33.9241 9.36835 18.9358 10.1901
internal_count=2900 1111 588 290 523 298 97 65 1789 1592 1273 218 437 85 52 202 78 352 251 50 201 165 43 101 1207 1178 201 50 124 83
is_linear=0
shrinkage=0.00259775


Tree=296
num_leaves=31
num_cat=0
split_feature=5 5 17 10 13 15 13 7 18 15 17 6 6 4 10 10 8 0 17 17 19 9 9 3 8 9 13 16 0 4
split_gain=0.765641 1.45471 1.24941 1.20693 0.765864 0.723402 2.04714 1.78888 0.967104 0.869029 2.36617 6.49987 1.41801 2.34932 4.48567 2.28046 4.75817 3.55689 2.54631 2.12199 1.85625 2.69034 2.14981 5.31394 2.38194 1.96317 1.83993 3.72692 2.38096 2.05372
threshold=7.7286379265000011 5.2595069053500012 201.37020668845003 90.740838818900016 87.122174175350011 46.574831689400007 117.61735474900001 23.539316666200005 14.073076155300003 42.80317728375001 203.93111730270002 16.395383075500003 16.455384477450004 281.32428032805007 61.960894532450006 64.654729579150015 9.4426310644000022 88.576630023850015 198.47149978265003 171.56914438675003 14.351157895250003 200.94207221650004 193.75542554275003 93.82450029455002 5.9453602998000008 71.82068887245002 112.82921081865001 19.974953289850003 86.001087134900004 203.63782228400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 8 -8 -7 12 11 -11 26 15 19 17 -17 18 20 -15 21 22 23 -14 25 -25 27 -2 -28 -30
right_child=5 -3 -4 -5 -6 6 7 -9 -10 10 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.019464789663799151 0.0011720246680408653 -0.031313615249135889 -0.031609828469920241 -0.031242950284920093 -0.0031140974814915139 -0.036330905478942639 -0.01832394244819022 0.015511998649402031 0.0017345109684493082 -0.03661436544885377 0.028433763115488227 0.010026838003689292 -0.052028307499042595 -0.026732748530529139 -0.045515477558441181 -0.058331433751520785 0.017916693489320044 0.036671513215360926 -0.034092085456041539 0.015488033790658107 0.0054975844886143094 -0.046542553062153241 0.018276070488373378 0.0057287056546126798 0.025866777214794842 -0.032646729663148903 -0.0078859612743312872 -0.026472759978724902 0.020648650479735735 0.0057580093990451959
leaf_weight=2.8474391642957908 105.45991986501031 1.9184886846924198 1.094457021448761 0.80371908261440683 2.6803781194612384 2.4215048525948064 2.2724112151190639 3.9019146822392941 0.82154261600226153 3.2579002529382768 3.9016036484390488 17.480169562622905 2.2080019786953908 1.7048441577935571 3.3291192087344825 1.7767235608771437 1.3044520597904918 2.4181427955627433 2.0502406582236281 3.0537565383128822 25.270021076779813 1.5027291700243939 3.1081507317721835 2.896731736138463 2.4691308438777924 2.1232060758629814 8.3113557309843582 4.6809533499181262 11.736496753990648 30.990172304213047
leaf_count=29 1277 192 107 141 48 65 38 18 11 34 20 100 15 36 40 15 30 6 17 23 127 12 13 47 8 139 51 41 49 151
internal_value=0.000739986 -0.00778033 -0.00170055 0.0034695 0.00851653 0.00105788 -0.00718497 0.00305895 -0.026688 0.00137994 0.00677453 0.00269962 0.000765685 -0.00342724 -0.0185225 -0.000836682 -0.0260509 0.000927128 -0.00114923 0.000361769 0.000557296 -0.00816801 -0.00366464 -0.0106972 0.00148847 -0.0105024 0.00220206 -2.87021e-06 0.00696033 0.00984829
internal_weight=259.796 9.34448 7.42599 6.33154 5.52782 250.451 9.41737 6.17433 3.24305 241.034 24.6397 20.7381 216.394 55.2153 8.08772 47.1275 3.08118 44.0464 41.6282 4.7586 39.578 14.308 12.8052 9.69707 7.48907 5.01994 161.179 110.141 51.038 42.7267
internal_count=2900 517 325 218 77 2383 132 56 76 2251 154 134 2097 528 99 429 45 384 378 59 361 234 222 209 194 186 1569 1318 251 200
is_linear=0
shrinkage=0.0303162


Tree=297
num_leaves=31
num_cat=0
split_feature=16 10 17 12 5 7 18 13 18 16 5 13 19 15 13 7 4 9 15 0 10 5 17 10 0 3 15 9 19 10
split_gain=3.84889 2.67461 5.13048 3.60563 3.12084 2.39042 3.22053 2.92801 3.33754 2.62911 3.33774 2.31343 2.2208 2.12234 2.8373 2.62451 2.08971 1.96056 1.95447 2.16295 1.91541 4.21992 2.05505 2.59394 6.72817 3.96551 2.90994 3.12806 4.73265 2.60196
threshold=18.594956516900002 74.986474174450009 195.53954078470002 96.350437043050007 10.293758831600002 24.101221167900004 15.064837217800003 98.238948544700023 17.248993197150003 15.689963310050002 13.809011005350003 92.692659421600013 12.751028791950002 46.574831689400007 117.61735474900001 23.539316666200005 176.61467958305005 205.70977008025002 29.593577021650002 81.917319234750025 60.474177186300004 28.372909273050002 181.49225329600003 66.697957758300021 92.031298721500022 89.227236891450005 36.168474401900006 196.26893085885004 13.851117550450002 65.630639880500027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 -6 -7 8 -8 17 -11 -3 -5 20 -15 -16 -12 -9 19 -14 21 -2 -22 25 -25 -24 27 28 -26 -27
right_child=13 4 -4 12 5 6 7 9 -10 10 16 -13 18 14 15 -17 -18 -19 -20 -21 22 -23 23 24 26 29 -28 -29 -30 -31
leaf_value=-0.0043033911265934113 -0.0035037064832650171 -0.00051852473422020766 -0.0038013773403902324 -0.00089072041945384157 0.0019575825966310226 -0.0034122953689897624 -0.0037831594056349613 0.0022443428389763765 0.00020211985683857189 0.0011819253386665105 0.0013253513991421946 -0.0035669200499942239 -0.0019526865199628184 -0.0030623180865110692 -0.0021111743803790056 0.0018647834247053588 -0.0039374075053853408 0.00036574087135460574 -0.0019241470505624622 0.0021027629265631836 0.0021310714146077262 0.00045790893823881095 0.00257771908460333 -0.0038619236341840449 -0.0045695782367613088 0.00073504127692313403 -0.0023934648194913117 0.0012932593579089884 0.0011254212207811808 -0.0017654509163107094
leaf_weight=2.4313979046419254 3.8386686453595749 15.586428989423441 5.780982242897152 18.126017251051966 10.002957836724816 2.5386839900165787 3.4516254272311908 13.825918648391964 6.6290965769439936 5.2725479863584024 1.0715228803455827 3.2496279138140372 1.6839302184525866 4.0837157210335118 2.9134417362511158 4.6639804244041443 3.4036471210420132 10.601699834689496 2.2110125473700455 9.0808049831539375 10.066859520971773 11.931222333572803 12.564230117946861 4.6447956301271907 2.7485610023140934 109.69163093715906 3.6642151810228816 22.504785262048244 3.6949949525296688 4.687027931213378
leaf_count=47 53 491 117 285 52 35 95 67 108 42 9 136 78 76 38 18 60 73 47 47 39 102 52 38 33 483 36 103 18 22
internal_value=0.000233374 -0.000246602 -0.000941948 -0.000448994 0.000114837 0.000499292 0.000187564 0.000394065 -0.00116243 0.000853186 -0.000589845 -0.00104444 -0.000147674 0.000506913 -0.000854042 0.000336068 -0.00267731 0.00142902 0.000890298 0.00146837 0.000590424 -0.000506418 0.00068968 0.000601311 -0.000161172 0.000825097 0.000365902 0.000715177 -0.00130384 0.000632576
internal_weight=316.646 114.948 39.3141 33.5332 75.6338 56.7977 46.7947 44.2561 10.0807 34.1753 9.74772 18.8361 31.1018 201.698 11.6611 7.57742 4.47517 24.4276 12.9757 10.7647 190.037 15.7699 174.267 164.2 37.2574 126.943 32.6126 28.9483 6.44356 114.379
internal_count=2900 1789 621 504 1168 541 489 454 203 251 111 627 457 1111 132 56 69 140 172 125 979 155 824 785 228 557 190 154 51 505
is_linear=0
shrinkage=0.00328654


Tree=298
num_leaves=31
num_cat=0
split_feature=17 6 13 5 16 13 15 18 15 9 17 16 13 16 4 13 0 15 12 15 8 4 12 12 12 9 7 8 7 17
split_gain=0.789728 1.00257 1.17542 1.27572 1.19891 1.43898 1.10409 2.16004 1.46241 1.2773 2.12952 2.01759 0.917868 1.01906 1.7675 2.7964 4.68046 1.63942 1.63887 1.88202 2.00798 2.49805 1.44313 2.28101 3.51744 2.31568 2.64495 2.36849 1.97458 5.13517
threshold=157.96759137085004 22.585527707250005 119.04223755815001 29.040033326300005 22.724946859200003 117.75715457175001 44.34858359035001 13.278511569200001 43.132842597400007 201.78065190905002 203.77077094980004 22.594947163200004 117.68187774410002 18.594956516900002 310.49012963040008 115.63864956495001 87.181320254150009 32.540328261750005 232.70218114660003 28.566186095050004 8.0437227585500022 204.28643507200005 91.390385593800019 133.01805689090003 121.97235442175001 214.57164835430004 24.472706336050003 8.4434108459500017 22.747724408400003 194.94351320275004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 12 11 -11 -9 13 17 18 -16 -17 -2 19 -15 21 -21 -22 24 28 26 27 -25 -24 -30
right_child=1 -3 3 -5 -6 -7 7 9 -10 10 -12 -13 -14 14 15 16 -18 -19 -20 20 22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.017991884535742061 -0.00059017245246787613 0.018102761125412665 -0.022097920452180057 0.00030360207415441285 0.0095593524949986134 -0.017020218913181097 -0.02713921827738253 0.018870139542483479 0.012066502537429052 -0.021139823138808599 0.0073670705874417245 -0.0060170439946610321 -0.01214492632141664 0.01078641722962214 -0.023207219761886451 -0.021201798647416826 0.012249218350278736 -0.025955224143252083 0.016172597419348417 -0.032376493206505194 -0.0089726071458599531 -0.0010798538671085709 0.0098927089305285865 0.0059302119444400838 0.022225525770849679 0.014916141246914622 -0.021478732446082248 -0.0065714266868440729 -0.028912684068143565 0.0079771043653627857
leaf_weight=1.338800869649275 85.512161969090812 1.9279118329286564 2.7780781937763086 3.2365308594889939 8.8723026392981392 2.7309904890134922 2.3046047878451672 3.3795912479981762 6.9708316258620462 3.8836260018870234 2.5546345487236977 4.4219360165297985 3.1830201745033255 14.736594123765824 3.863393072038888 3.7403249670751375 7.1841971129179001 1.525143050123005 5.6540523171424857 2.2132642380893222 5.9877589493989936 4.6521440166980028 12.751702129840856 18.520599050447345 8.0748667120933515 5.3239140063524237 3.755897654220461 17.176156990230083 3.3589775525033456 6.538374125957489
leaf_count=96 1632 7 57 30 43 33 81 20 37 37 15 39 18 82 40 39 35 66 22 20 36 36 53 84 28 26 30 98 23 37
internal_value=0.000584419 0.000681259 0.000549486 -0.0100434 0.00080549 0.000481877 0.000683329 -0.00535878 0.00113622 -0.00183378 -0.00982859 0.00476399 0.000779762 0.000975135 0.00239117 -0.0054747 0.000796299 -0.00103464 0.00346083 0.00276364 0.00142552 -0.0111692 0.00248663 0.00339543 0.00848385 -9.60423e-05 -0.00212185 -8.51836e-05 0.00358466 -0.00454261
internal_weight=258.152 256.814 254.886 6.01461 248.871 239.999 237.268 16.5444 220.723 14.2398 6.43826 7.80153 213.753 210.57 123.532 14.7879 10.9245 87.0373 108.744 103.09 88.3537 6.86541 81.4882 75.5005 30.7239 44.7766 39.4527 35.6968 22.6491 9.89735
internal_count=2900 2804 2797 87 2710 2667 2634 192 2442 111 52 59 2405 2387 689 114 74 1698 575 553 471 56 415 379 141 238 212 182 113 60
is_linear=0
shrinkage=0.0242498


Tree=299
num_leaves=31
num_cat=0
split_feature=16 19 17 10 13 4 7 7 16 16 5 7 19 6 6 19 6 6 5 7 7 10 10 0 19 4 5 17 18 0
split_gain=0.731806 1.46974 1.59395 1.51462 1.01171 1.33167 0.831178 1.66601 0.582055 0.658486 2.47231 2.11016 0.99857 1.51504 1.42763 1.32586 1.2276 2.32993 1.25108 1.40925 2.5538 1.83212 2.93131 1.89281 1.53416 1.79932 1.56129 1.38806 2.32648 1.04897
threshold=11.934972090850001 10.650859343850001 237.45530840880002 90.740838818900016 95.99139754765001 280.33545882855009 27.577198718850003 21.061418062900003 12.234971389300002 13.534968349350001 13.264960807550002 25.697366542400001 11.850956171350001 11.125259939900001 12.26528657645 11.650940033400003 13.665319288000001 13.775321858200002 20.950952025950006 20.778835947700006 21.625971243150001 72.496961945650014 75.922057603850007 95.590817286200021 13.351077205700003 312.59262463035003 11.340760943700003 200.23903127160003 15.946034773700001 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 -2 10 11 -10 13 15 -15 -11 18 -18 19 -14 -21 23 -23 -22 25 27 -27 28 -24 -19
right_child=8 2 -4 -5 -6 6 -8 -9 9 12 -12 -13 16 14 -16 -17 17 29 -20 20 21 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.023826175863840338 0.01177906757369563 -0.02390041374810277 0.0089857214490014509 -0.022987819464390727 0.021829408592242694 0.021068128411631901 0.015422973013364509 -0.014103234209815308 0.011757452284425311 -0.020079594109380306 -0.025922322325916028 -0.024907150477510992 0.016912215971388402 0.024743691195835346 0.003225949468670602 0.0084758832926321859 0.015647356073417027 0.0015763945127385776 -0.020790512817627574 -0.028862546750893628 -0.0092829936229746179 -0.025703243221874471 -0.024868085471488246 0.016205637095175161 0.010615810037300296 -0.016767198160766959 0.01082201851744208 -0.025217343091203794 0.0095522762288628871 -0.0028799955643578775
leaf_weight=0.96907536033540775 2.3928290400654069 3.0588665388058862 0.97875956469215442 1.199853826605249 1.3385409349575637 1.0032719224691393 2.1710718390531838 2.0872388081625104 3.4135567382909349 1.4794730721041542 2.1730091865174472 1.0274338943418113 1.7912195548415244 3.2570025324821472 2.9619883801788092 1.8298257980495691 5.4807588458061209 154.42803699255455 1.9794892165809859 1.8796268072910631 2.135442077182236 2.998097536154094 1.6887472867965714 4.6743448739871383 3.9408775586634865 1.3682849332690237 4.1984448404982686 2.8153324036393315 2.3806348498910666 32.097410196904093
leaf_count=71 31 176 32 238 13 7 21 51 35 25 67 58 9 15 37 22 33 1153 32 34 25 67 82 33 42 56 40 79 16 300
internal_value=0.000495139 -0.00473038 -0.0159285 0.000425679 0.00413714 0.000336283 0.00478651 -0.00268556 0.000771228 0.000661478 -0.00631768 0.00327501 0.000859263 0.00797075 0.0144952 -0.00429028 0.000556568 0.00123308 -0.00352167 -0.0023773 -0.00360778 -0.00179598 -0.005311 0.0082128 -0.00158133 -0.00544172 0.00404067 -0.0131088 -0.00473178 0.000809536
internal_weight=255.199 12.8067 4.03763 8.76905 7.5692 6.23066 5.26158 3.09051 242.392 239.999 6.614 4.44099 233.385 9.52829 6.21899 3.3093 223.857 192.006 31.8505 29.8711 28.0798 26.2002 19.3904 6.80979 16.3923 12.4514 5.56673 6.88471 4.06938 186.525
internal_count=2900 609 208 401 163 150 79 58 2291 2260 160 93 2100 99 52 47 2001 1486 515 483 474 440 382 58 315 273 96 177 98 1453
is_linear=0
shrinkage=0.0224301


Tree=300
num_leaves=31
num_cat=0
split_feature=17 18 17 2 17 17 7 12 2 9 3 5 7 9 5 10 8 16 15 2 9 5 2 9 10 19 15 16 13 6
split_gain=0.670176 0.894659 0.963541 1.70633 0.923738 1.3364 2.50091 1.30507 1.93822 1.29619 1.17144 1.98277 1.86884 1.06757 0.994812 2.98907 2.71033 2.33682 1.17954 2.05269 2.3151 1.98327 2.02751 3.93486 1.89419 1.43453 2.85422 2.64729 1.38874 1.27903
threshold=157.96759137085004 11.257534840550003 166.83257850275001 71.847610775600018 167.56787829315002 168.75790693355003 18.853220637450004 66.834523482800009 59.615984903700003 197.33595066125002 101.23926781830001 30.133297129900004 20.234873028950002 66.750324551100007 29.750488688650005 61.614083433650009 8.4434108459500017 22.724946859200003 43.938093326450009 198.68761053240004 186.14781787895004 22.963361893800002 158.68292856370002 202.13708171315002 61.917879202350001 14.451165964200003 46.074827201850006 22.584947186600004 117.57433941890001 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -7 9 -9 12 -12 -10 -13 15 16 -14 18 21 20 -20 24 -23 -24 -17 27 -27 -21 -29 -26
right_child=1 2 4 -5 5 7 -8 8 10 -11 11 13 14 -15 -16 17 -18 -19 19 25 -22 22 23 -25 29 26 -28 28 -30 -31
leaf_value=-0.020613124401354928 0.019883440606559569 0.022261683423908184 0.018748405548117311 -0.018935009623337905 0.015824234517885061 0.018503782754548295 -0.047397886172201739 -0.025827981263649796 0.021456183532758921 8.7480380375379451e-05 -0.033736084359230263 0.015810296088783524 0.0048058365372988052 -0.014851355329179779 0.020458438415288955 -0.020055439957699005 -0.04428638791874643 0.020395492881243697 0.011311226209991211 0.013131890110249598 -0.042574642930457998 0.022763173229941161 -0.022832725178197108 0.023488329272621945 0.0021787998081641132 0.030501241327920307 -0.009857578622014208 -0.045385484284580474 -0.012305020543423485 -0.004708066789322932
leaf_weight=1.2659528961521562 2.0542421624995759 1.0514264828525473 2.4237953934352836 4.6495397941907868 0.89356570271775071 3.5143618322908869 1.3249377214815465 3.8883825992234042 3.8843601064290842 2.8544871099293232 2.2036234969273201 1.999142346903682 1.6189720500260585 1.87865878874436 2.2225063801743081 3.6934898793697348 2.3535818587988615 5.3229589331895104 0.9535345071926743 2.8348456565290672 2.3707267949357629 7.2496775425970537 3.1632231893017888 3.0940889790654182 144.48409850208554 2.8346871547400943 3.1613254700787365 1.5228037580382077 3.742428123485297 27.355446923756972
leaf_count=96 50 9 24 170 10 17 37 35 25 21 78 9 20 33 13 21 37 26 9 26 51 26 31 15 1741 11 38 27 39 155
internal_value=0.000582324 0.000689397 0.000530757 -0.0113371 0.000809365 0.000628513 -0.0219334 0.000838644 0.000574115 -0.0148571 0.00103059 -0.0116149 0.00137721 0.0009558 0.00101941 0.000819163 -0.0242794 0.00128995 0.000797373 -0.00647436 -0.027118 0.00146748 0.0122511 7.19119e-05 0.000637692 -0.00160601 0.00922254 -0.00962175 -0.0218725 0.00108247
internal_weight=251.865 250.599 248.545 5.70097 242.844 240.42 2.2185 238.201 234.687 6.74287 227.944 6.08142 221.863 3.8778 217.978 215.756 3.97255 211.783 206.46 17.4204 3.32426 189.04 13.507 6.25731 175.533 14.0961 5.99601 8.10008 5.26523 171.84
internal_count=2900 2804 2754 179 2575 2551 47 2504 2487 56 2431 120 2311 42 2286 2273 57 2216 2190 201 60 1989 72 46 1917 141 49 92 66 1896
is_linear=0
shrinkage=0.0292046


Tree=301
num_leaves=31
num_cat=0
split_feature=10 18 17 9 9 6 18 15 7 13 5 19 15 9 19 7 8 16 9 12 5 10 2 2 0 17 19 16 4 16
split_gain=0.839944 0.838434 1.45675 0.945576 0.769485 1.43383 1.26279 0.971513 0.752124 0.724176 4.34991 0.897928 0.91646 0.939742 1.72464 3.567 1.49637 2.78621 1.98021 2.21896 3.46297 1.60612 1.53084 2.44052 1.26978 1.67621 1.22574 3.25978 2.28657 2.03644
threshold=54.884872733100003 11.257534840550003 161.95900874150001 38.136666659400014 37.256168974800005 2.7550643716500001 16.433295803950003 5.4774945026000008 21.274149814850002 119.04223755815001 30.133297129900004 14.651182102100002 10.643873581000001 187.70546222865002 14.551174033150001 23.124786352450005 8.3434888241000014 22.674946976100003 186.14781787895004 114.00770670190001 20.206488238950005 62.046925192600007 100.60547560250002 111.23922738415001 103.44649194340002 242.64190980425005 12.651020723000002 17.844958270700005 286.97332695225003 15.444963882950001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 -7 11 -11 12 -6 16 24 -16 17 18 19 20 -14 -22 -21 -24 26 -26 29 28 -28 -15
right_child=1 2 4 -5 9 8 7 -9 -10 10 -12 -13 13 14 15 -17 -18 -19 -20 22 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.024552993683811135 0.015995255149624604 0.016773331657855096 0.014333799434729974 -0.026504737592396133 -0.017170718657426885 0.0069914911079305992 0.018263039464825506 -0.024701823239893402 -0.019310143925668072 -0.028511522871862902 0.012343435475343601 0.0081896830964626535 0.0074773291535565056 0.0012660482703837621 -0.027214688838159216 0.00095092163604137308 0.019909686888868308 -0.01884211795985857 0.01760730124097731 0.022971752898046361 -0.011580695713051103 -0.045542805694355051 -0.031298826883159339 0.004274691929084507 -0.025266964718405945 0.0095726009786470476 -0.021420154868958607 0.0010758579893259085 0.0023520320293954691 0.016345163043362046
leaf_weight=0.74109415977727522 1.9132979726418842 0.33334424364147652 2.4632131690159427 1.7020431828568687 1.572874475037678 0.70935189723968495 0.39754629065282632 1.0800682016415519 3.9054735003737733 2.7890006667003027 2.9726685574278235 9.2110641561448556 2.8816101350821546 16.324680216610435 3.8696466768160445 6.9266818100586534 2.8959485162049523 3.1573896012268952 5.2242034007795146 2.2987774433568111 1.5550656304694714 1.5207442818209527 1.0980641699861724 35.193813558085822 2.2734998973901379 1.1472806534729896 6.3394549340009672 116.36172803142108 3.449879911262542 7.0940675763413301
leaf_count=91 13 30 18 98 100 7 25 119 197 60 18 47 26 163 34 41 15 22 29 10 24 17 25 498 127 27 108 822 45 44
internal_value=0.000425726 0.00050017 0.000380021 -0.0194169 0.00054468 -0.00637799 0.00403163 -0.0131423 -0.0152673 0.000795478 -0.00743287 0.00100125 0.000701894 0.000829898 -6.7491e-05 -0.00914427 0.00346275 0.00256289 0.00392075 0.00231571 -0.0110318 -0.0283723 0.00437623 0.00319836 0.000573044 -0.0135823 0.000896788 -1.97318e-05 -0.0130425 0.00583385
internal_weight=249.404 248.662 246.749 2.03539 244.714 8.55565 3.94083 1.47761 4.61483 236.158 5.76167 230.396 221.185 219.613 163.787 10.7963 55.8256 52.9297 49.7723 44.5481 5.95742 3.07581 38.5907 36.2919 152.991 3.42078 149.57 126.151 9.78933 23.4187
internal_count=2900 2809 2796 128 2668 366 162 144 204 2302 78 2224 2177 2077 1411 75 666 651 629 600 67 41 533 523 1336 154 1182 975 153 207
is_linear=0
shrinkage=0.0234978


Tree=302
num_leaves=31
num_cat=0
split_feature=6 6 0 5 13 10 19 0 12 12 17 10 0 7 0 9 9 0 17 0 2 9 12 7 5 5 16 13 6 16
split_gain=2.35356 3.33987 1.95543 2.04078 2.47201 1.63932 1.94321 4.29376 4.37186 3.39385 3.15876 2.91718 2.84242 1.84647 1.63341 3.55691 4.01336 3.83336 4.86109 3.15221 4.69766 2.69209 4.06262 2.535 2.53157 2.05928 1.95142 3.21335 3.60499 5.58848
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.222050829800004 103.90352982555002 78.220689305400015 12.651020723000002 95.897301513100004 219.23896387120001 212.36614019295004 207.79550897605 72.496961945650014 99.983757871350008 29.973557588500004 93.972365491700018 206.50942114985003 214.22994816675003 94.964406541850011 192.15389660515004 86.530713386650021 317.41815758785003 188.53841931785004 93.660658182900008 24.803585171000005 20.361635946650004 21.005083245250002 22.614947116400003 117.38883580790001 15.925372093750001 19.974953289850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 8 -1 11 -11 -8 -13 -7 19 17 -17 18 -16 20 24 -21 -23 -19 -6 -26 27 28 29 -24
right_child=1 2 -4 4 14 13 9 -9 -10 10 -12 12 -14 -15 15 16 -18 23 -20 21 -22 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0043800750060118748 0.0031010572397438458 0.0036266407605808487 -0.0026700064521647912 -0.0033614392859844062 0.0030834689342075787 0.0002794257295135247 0.0021918334491240607 -0.0047846037752386061 0.0018273933848392911 -0.0053551016227402397 -3.5229512758541902e-05 -0.0045164512509828529 0.0019748342730573011 -0.0040538763901740178 0.0018886870537610364 -0.0054382833060384623 0.00010323034702169236 0.00022900562730741847 -0.0049535538240731555 0.0034349626691083188 -0.0051596941723109869 -0.0024652207532581878 0.0017931837716378242 0.003631117776206799 -0.0024239008988963728 0.00018665210802807413 0.0022977038696667417 -0.0012788246977854718 0.0024009773649278083 -0.0020580995636969579
leaf_weight=2.6356667680665833 6.9080284200608721 2.9291727393865576 3.2608197312802067 2.7295852676033965 4.3962239623069754 42.485650781774893 8.8694966109469551 5.6150266490876675 5.0951538416557014 3.1584332245402029 3.7232644995674491 2.4306046357378355 1.7958793053403495 1.5608398084295902 2.7236348725855413 4.0401824866421503 3.9643376651220024 8.89189640060067 3.8184933084994555 6.8510579764842978 2.5876243566162875 5.1966057941317549 13.629273099824788 5.3833887204527846 4.9004386477172366 82.704977536806837 16.492917962372303 9.708327751606701 20.653937809169292 10.00182969868183
leaf_count=61 34 11 36 54 15 737 45 112 42 50 31 73 18 165 14 64 38 53 57 27 41 29 60 23 29 712 71 50 88 60
internal_value=0.00021807 0.000423067 0.000336969 0.000383306 0.000337779 -0.000369532 -0.00102435 -0.0021804 -0.000288917 -0.000252061 -0.00247685 0.000917023 -0.00175823 0.00012587 0.000386809 -0.000477047 -0.00269378 0.000375311 -0.00210498 0.000527377 3.97841e-05 0.00108619 0.000873572 0.00151198 0.000186024 4.0624e-05 0.00111973 0.000759897 0.00120683 0.000163134
internal_weight=299.143 221.773 214.865 211.604 208.675 77.37 33.3235 13.3458 7.73082 19.9777 6.8817 13.096 4.22648 44.0465 205.945 28.8219 8.00452 20.8174 6.54213 177.123 94.5893 82.534 75.6829 14.2753 92.0016 87.6054 70.4863 53.9934 44.285 23.6311
internal_count=2900 1566 1532 1496 1485 1334 432 215 103 217 81 136 91 902 1431 249 102 147 71 1182 797 385 358 76 756 741 329 258 208 120
is_linear=0
shrinkage=0.00391285


Tree=303
num_leaves=31
num_cat=0
split_feature=5 15 10 17 0 10 7 0 0 3 2 5 18 19 18 18 12 10 10 15 10 4 6 7 0 3 8 18 5 16
split_gain=0.646774 1.3274 1.09059 0.68978 0.59753 1.55074 2.58179 1.74005 1.46283 1.44038 3.67357 3.19169 1.29855 3.09262 1.95006 3.00629 2.08307 1.18078 2.70963 1.46872 2.70954 1.99816 1.49964 1.52617 3.51199 1.24727 1.16813 1.16597 1.14406 0.87809
threshold=7.7286379265000011 17.382777826050003 90.740838818900016 180.19381692845005 85.716110573100011 62.00390986255001 19.617375644250004 85.678472159250006 85.807518149550006 93.58791597905001 86.011634045550025 23.398433971250004 13.278511569200001 14.351157895250003 13.064341268650002 12.903279561150002 153.81200556610003 61.971648364950006 61.928633034850002 42.670190152050004 61.767325547050007 376.98468903265001 16.665389384150004 20.778835947700006 75.309089150100007 112.71898403535002 9.0429429770000009 11.780121045600003 24.779543538450003 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 2 3 -1 5 17 -7 -8 -6 12 -11 -12 13 14 15 -10 -16 18 19 20 21 22 27 24 25 -24 29 -2 -21 -14
right_child=4 -3 -4 -5 8 6 7 -9 9 10 11 -13 26 -15 16 -17 -18 -19 -20 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.026150871461712279 -0.0047872698201142701 -0.025803798753678643 -0.025117207997985929 0.0051968963366787729 0.010933039911128416 0.020478513885072051 -0.030452579618321582 -0.0023626153335048862 -0.010261991024488147 0.010970519345038244 -0.038404289904773271 -0.0017587155120469312 0.00034958404068270694 0.017826934198651345 -0.027138851116312417 0.02120298961106885 0.0016170373972640079 0.016185310862344961 -0.028839735684960476 0.015490164044113811 -0.034851745371279226 -0.030510113462556238 -0.026731930911266518 -0.019952760390519634 0.021034361671876292 0.014279101702524898 -0.012446598141928016 0.017030008206825303 -0.0019415005083479465 0.0082202917354108288
leaf_weight=0.4596808827482145 2.125515871215625 1.6746052070520816 0.99595806573051948 5.3139337184838951 8.9279909301549178 1.1658244691789139 3.4619408086873591 2.1575782625004649 3.1917203890625405 3.5488033667206746 2.9829881321638823 2.7561243632808328 147.05091635638382 9.0943429637700302 2.6808955781161785 4.2905451394617558 3.5015077888965607 2.5476097962819031 1.9981865501031268 5.7314527705311757 1.5075749829411496 1.2349828670267005 2.0985262198373662 2.7718496809247881 2.9014483974315226 0.56794767174869765 4.1139201358892015 4.8347787137608975 3.7568162456154823 9.070551931858061
leaf_count=27 28 160 221 109 41 8 127 17 26 14 26 36 1465 36 19 26 24 22 26 22 19 28 144 42 14 9 36 39 35 54
internal_value=0.000445198 -0.00623293 -0.00139164 0.00270106 0.000680091 -0.0021069 -0.0127699 -0.0196676 0.00121837 0.000767305 -0.00866444 -0.0208058 0.00124602 0.00673355 -0.000649513 0.00778093 -0.0108525 0.000148705 -0.00123485 0.00076871 -0.00334342 -0.000470659 0.00195405 -0.00506774 0.00234239 -0.0179968 0.000466594 0.0103675 0.00858821 0.000806867
internal_weight=248.517 8.44418 6.76957 5.77361 240.072 38.862 6.78534 5.61952 201.21 192.282 9.28792 5.73911 182.994 22.759 13.6647 7.48227 6.1824 32.0767 29.5291 27.5309 18.0426 16.535 15.3001 8.33977 5.56792 2.66647 160.235 6.96029 9.48827 156.121
internal_count=2900 517 357 136 2383 580 152 144 1803 1762 76 62 1686 131 95 52 43 428 406 380 323 304 276 209 167 153 1555 67 57 1519
is_linear=0
shrinkage=0.0245507


Tree=304
num_leaves=31
num_cat=0
split_feature=7 18 16 19 7 16 9 16 15 15 18 10 16 10 0 14 16 18 19 16 10 8 17 14 17 17 16 9 19 15
split_gain=0.606276 1.18237 1.21858 1.19877 1.4994 1.14327 1.57501 0.882889 1.4443 2.30152 1.11695 0.907896 0.839287 0.835813 0.830979 0.812005 1.46604 2.35819 2.02346 1.91028 2.32755 1.88869 1.81326 1.98787 3.58679 2.49406 1.78301 1.61033 1.37809 1.88392
threshold=26.752366550650006 16.915500282450004 11.934972090850001 10.650859343850001 22.535351262400003 17.654958715000003 219.38617924735004 9.6249774926000011 19.112687623850004 21.073645951400003 16.118666550000004 90.988176966900014 12.234971389300002 104.14280259920001 102.21786657775002 241.54317565595002 22.674946976100003 13.415872650200003 14.651182102100002 15.919962772200003 72.496961945650014 8.7431769115000026 216.38715945000004 384.93581166080008 203.93111730270002 207.18249964335004 15.444963882950001 205.88909726980003 13.051052998800001 38.469938489650012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 10 -10 -9 -2 -4 -13 -11 -14 18 21 19 26 22 -18 23 25 -25 28 27 -17 -21 -30
right_child=5 -3 12 -5 -6 -7 -8 8 9 14 -12 13 15 -15 -16 16 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.015641592584867726 0.016830563555297245 0.012644564977695158 0.018025737197944865 -0.029160290436021082 -0.028673573831365037 0.010987544179577145 -0.030651801356712631 0.01671178697540834 0.022066145267913975 0.0022132058078205411 -0.030612254517083333 -0.027900846344397275 0.0021430322872867317 0.018283943035398188 -0.033864158727006051 0.0037648420828072385 -0.029898114051684899 0.017200500630904041 0.014710305157498689 -0.017770494747978132 -0.027201638826568869 0.0085388749257003984 0.015558592307172929 -0.036597036871204795 0.00047876581251396787 -0.027681054205908554 0.019415796383237247 -0.022618937222585303 0.0057808727939942803 -0.0053113064030469587
leaf_weight=1.5277739814482623 2.3417284502647804 6.0723373236833131 2.065188859589397 2.0131248221732676 0.89726501412224013 2.7823984459973863 1.9666467113420356 0.43026513792574439 1.9502169340848925 0.78197339270263899 2.6037258055293933 0.82753216224955373 116.79719307064079 0.44671158253913745 1.1950667353812603 10.719456391409041 1.7589755346998557 7.2950987741351128 4.8746606521308413 3.7820113640045738 3.4337299808394155 2.0490319868549705 3.2612910643219939 3.8855081915389738 3.842123812995851 2.9579229950904837 4.5331735429354003 2.0384278902783981 19.424101054435596 27.226671284064651
leaf_count=24 31 111 18 101 62 26 90 4 23 12 145 125 990 68 37 148 25 47 23 84 103 19 18 76 32 31 38 24 138 227
internal_value=0.000448634 0.00079714 0.00047652 -0.0136395 -0.00075503 -0.00479171 -0.00829176 -0.00413431 -0.0098001 0.00109351 -0.023901 0.00677312 0.000761361 -0.0117098 -0.0195946 0.000597719 -0.00118784 0.00814058 -0.00233894 -0.00331549 -0.00537399 -0.00921574 -0.0042098 -0.00526464 -0.0181632 -0.00339774 0.00475767 -0.000450703 -0.0019735 -0.000692827
internal_weight=245.781 230.455 224.383 4.43816 2.42504 15.3263 12.5439 10.5772 6.96125 3.92726 3.03399 3.61597 219.945 1.27424 1.97704 217.879 101.082 11.1031 89.9791 85.1044 67.8134 3.80801 64.3796 61.1183 7.72763 53.3907 17.2911 12.7579 50.4328 46.6508
internal_count=2900 2339 2228 187 86 561 535 445 221 72 149 224 2041 193 49 2023 1033 91 942 919 709 44 606 588 108 480 210 172 449 365
is_linear=0
shrinkage=0.0272097


Tree=305
num_leaves=31
num_cat=0
split_feature=16 0 6 6 4 10 16 18 9 2 10 0 10 17 6 15 13 13 9 8 17 17 6 8 15 9 5 6 0 13
split_gain=2.92859 2.3375 3.59573 3.48364 2.93549 4.06299 2.69104 2.62562 4.35462 3.43408 2.58678 2.27526 2.47808 2.90459 2.24489 2.23977 2.22459 3.75405 2.05437 3.40604 3.38908 3.26444 3.30314 3.24284 3.67623 2.83746 3.27679 2.05096 3.62351 4.32081
threshold=18.594956516900002 86.530713386650021 16.375382608200002 16.285380505300001 248.34582299520005 62.041548276350007 22.614947116400003 13.565012728250002 196.26893085885004 101.14502893930002 71.787208999250012 86.280686780500005 61.944763783650011 192.34053301495001 15.675366252400002 32.540328261750005 108.61908538635001 107.97116697695002 202.48520976110004 9.6424751081000029 187.45953903175004 186.19055817300003 16.445384243750002 8.3434888241000014 33.551906023850009 190.58777288605003 22.073674782200005 14.855347092800002 90.337570099350003 112.82921081865001
decision_type=2 2 2 2 2 2 2 2 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 -2 18 11 7 -3 9 -9 27 12 -6 -14 15 16 17 -1 20 -20 21 22 -4 24 -24 -22 -27 -10 -29 -30
right_child=1 6 4 -5 5 -7 -8 8 10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 25 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-6.167813566217537e-05 -0.00018378316875861795 0.0013136755420512269 0.0032814780580599149 -0.0044453780906773873 0.00016283295907358139 -0.0029411514029560929 0.0015981797688467819 -0.00012546987121099138 -0.00062243938461060922 -0.0031982575674375778 0.002687517587106903 0.0019051924601973945 -0.0039353699846699924 -0.0001783953502965739 -0.0021312638264193492 -0.003071929394279054 0.0016399536832465986 -0.0034736633967151361 -0.0028087989328189939 0.00093925234715656306 0.0024238587785535832 -0.002770625441117528 -6.341700418536796e-05 0.00098992338158438364 -0.0047761482201123485 -0.0012365533015436393 0.0017999821822945138 -0.00042259021233472259 0.00028551858207434392 0.0027803051707733771
leaf_weight=96.464207552373409 3.5776020120829335 21.377847015857697 2.7841371297836366 2.7093788562342525 17.760601744055755 4.5839046048931769 20.131889402866364 7.2608378641307336 13.18173925206065 4.8935221675783396 4.0726848095655432 4.0417620837688437 2.9969770750030866 3.6911382768303156 4.6044657358434042 2.0128324609249821 5.8903368189930907 2.6634562052786341 3.5053037479519835 4.3888213336467743 13.486735172569754 2.9577171280980101 3.7573443595319977 8.8995814286172372 2.0597430244088173 4.9488575607538206 6.7557756956666708 14.590579517185686 12.60930670797825 10.00931943207979
leaf_count=1463 22 80 7 29 120 55 86 36 89 53 16 13 48 28 197 66 29 34 28 20 41 16 62 37 13 24 25 67 60 36
internal_value=0.000175266 0.000379731 4.99275e-05 -0.00202032 0.000200191 -0.000463873 0.000663105 0.000449177 0.000171757 -0.00136262 0.000514176 -6.52972e-05 -0.000391051 -0.00186191 -0.000192936 -0.000109549 -5.277e-05 -0.000153355 0.000610387 -0.000725031 0.000841317 -1.58689e-05 0.000449698 -8.60258e-05 -0.00173212 0.00153746 0.000516099 0.000338523 0.000678953 0.00138953
internal_weight=312.668 201.033 92.9054 6.28698 86.6184 33.0744 108.128 87.9958 66.618 12.1544 54.4636 28.4905 24.4487 6.68812 111.635 107.031 105.018 99.1277 53.544 7.89413 45.6499 20.4585 17.5008 14.7167 5.81709 25.1914 11.7046 50.3909 37.2092 22.6186
internal_count=2900 1111 588 51 537 264 523 437 357 89 268 209 196 76 1789 1592 1526 1497 273 48 225 135 119 112 75 90 49 252 163 96
is_linear=0
shrinkage=0.00283508


Tree=306
num_leaves=31
num_cat=0
split_feature=6 3 7 7 17 13 8 17 19 6 13 10 0 5 5 19 16 7 13 10 10 0 17 3 8 2 9 2 3 18
split_gain=0.580235 1.31978 1.87302 1.75536 1.41455 2.27475 1.15623 1.82111 1.1272 0.978345 0.930001 0.969358 0.795766 2.22776 1.83289 1.43494 1.59661 1.42168 1.22139 0.874496 1.33327 1.03256 2.38884 2.81468 2.3187 2.96635 4.3113 2.3843 2.1564 1.91346
threshold=10.715250360100002 84.062708822850013 20.778835947700006 24.071745547300001 237.45530840880002 92.504467352450021 1.6487133604500002 195.44378352670003 11.750948102400001 11.175261108200003 81.98184222990001 90.740838818900016 98.615332683000005 13.999568943650003 16.069922422900003 12.050972309250001 12.644970430600003 25.967949918250003 101.09946799550001 75.645146416450004 75.465019721650009 93.972365491700018 172.46189488870002 84.968719212850019 7.943800736700001 147.87428232835001 201.2906445504 100.60547560250002 81.968399939250006 14.371157440600003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -1 10 -2 11 -5 14 15 -11 16 -14 -15 -19 20 21 29 -23 24 -24 26 -26 -28 -27 -16
right_child=9 2 -4 4 -6 -7 -8 -9 -10 12 -12 -13 13 17 19 -17 -18 18 -20 -21 -22 22 23 -25 25 28 27 -29 -30 -31
leaf_value=-0.026719781355391853 0.012611145941819873 0.0054501781473109507 -0.029042293409622531 0.0080390541708044716 0.0065380759560018063 -0.026911048485080202 0.013891735337965599 0.015425882688098995 0.011454616369000697 0.012485956679019963 -0.018056126661563348 -0.024372997925958054 -0.0049528044719365349 -0.027119289463960871 0.00022271971606894008 -0.012837778397998706 0.022650904548268427 -0.02117086121083361 0.0039654154429483958 -0.013738181728664332 0.017599306859785405 0.015758268365128988 0.014793345754079689 -0.021555387670315958 -0.020798250258614481 0.0064600363314061184 -0.0028147666816872537 0.022428697902921263 -0.032356330504881931 0.0081072280292645918
leaf_weight=1.1964815715327914 3.9609443703666321 1.4588129837065928 2.3755219741724432 2.3636626170482473 4.122915285290218 3.217951485188677 5.8579639070667326 1.1584488339722154 2.2160963215865195 7.6527670063078395 2.9766317016910762 0.68272424384485919 1.9954742514528314 2.8659754185937345 136.50875674618874 1.8828092664480207 3.0287063866853714 1.8029756434261797 2.886344731785357 2.4353912838269016 2.6462232321500769 3.2369894338771728 3.8203616612590912 5.3520793286152175 3.9015062712132957 1.0915269199758757 4.3775807078927738 4.2174621392041445 3.3227992886677384 20.297803760506213
leaf_count=54 41 12 106 41 84 121 44 20 54 50 180 189 38 96 1158 30 19 38 36 25 13 31 33 83 34 12 38 20 64 136
internal_value=0.000396462 -0.00287416 -0.0159193 -0.000771878 -0.00549698 -0.00982789 0.00819171 -0.00598728 -0.00315572 0.000812314 -0.00853141 0.000775205 0.000593236 -0.00483323 0.000987878 0.00500198 0.0116874 -0.0138245 -0.00569912 0.000527689 0.000711735 0.000471639 -0.0036554 -0.00606467 -0.00206551 -0.00587412 9.00898e-05 0.00957183 -0.0227582 0.00124333
internal_weight=244.912 27.6272 3.83433 23.7929 15.58 11.4571 8.21289 2.35493 8.23911 217.284 6.02302 3.04639 213.324 14.4623 198.861 6.90699 5.02418 7.5553 4.68932 191.208 188.773 186.127 29.3203 26.0833 20.7312 16.9109 12.4965 8.59504 4.41433 156.807
internal_count=2900 905 118 787 669 585 118 74 464 1995 410 230 1954 257 1697 87 57 170 74 1647 1622 1609 315 284 201 168 92 58 76 1294
is_linear=0
shrinkage=0.02396


Tree=307
num_leaves=31
num_cat=0
split_feature=5 0 10 9 15 9 8 8 9 5 0 7 0 3 2 5 18 19 18 17 18 5 8 16 17 8 10 13 13 16
split_gain=2.15581 1.80437 2.93651 3.82787 2.68271 2.43659 4.33827 3.18043 3.46742 2.20918 2.16109 5.21575 2.11814 2.01708 5.55859 4.08544 2.30154 3.58017 2.81048 2.3099 1.80905 1.64157 1.43963 1.56876 2.38279 1.36987 2.22215 1.24343 2.45032 2.21962
threshold=11.848158554650002 85.716110573100011 61.917879202350001 187.38923140910003 43.132842597400007 191.62448690950001 10.242007239150002 5.9453602998000008 71.82068887245002 29.040033326300005 85.613949164150014 19.617375644250004 85.807518149550006 93.58791597905001 86.011634045550025 23.398433971250004 13.278511569200001 14.351157895250003 13.064341268650002 187.98346801990002 12.949570119650001 31.302824910800002 9.0429429770000009 22.654947022900004 199.14656950540004 8.543332867800002 61.998532946250002 92.692659421600013 92.138837046750012 16.064962433100003
decision_type=2 2 2 2 2 2 2 2 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 10 5 7 -7 8 9 -2 11 -4 -3 16 -15 -16 17 18 20 -20 -14 -11 23 -18 -25 -5 -27 28 -1 -29
right_child=1 12 3 25 -6 6 -8 -9 -10 21 -12 -13 13 14 15 -17 22 -19 19 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.00073764145645103033 -0.002525498474609087 0.0017752724874415492 0.0028452489014650687 -0.0046641181371482156 0.0017964816681234987 -0.0047248594324287947 0.00067440089474188791 0.0021650206391557732 -0.003382447774245601 0.0028296830809563184 0.00146061371542686 -0.0043682721135243421 0.00017537155245607312 0.0017899506851874697 -0.00534532778855601 -0.00028206619364227992 0.00022081205174919681 0.0026232219406120173 -0.002923938724253942 0.00069680319551021941 0.0030879696780864519 -0.00015007054006316715 -0.0014882188966829659 2.1974874695156095e-05 0.0029558483294321652 0.00093674738445869181 -0.0040364110315421788 -0.0035222952157314131 0.0023319282736681676 -0.00039606651571999659
leaf_weight=13.654239460476679 2.0247996603138798 10.12531958799809 1.5627501234412173 3.1774596055038264 8.1309100184589607 2.9130074176937333 2.8823414146900177 5.9196166843175879 3.2525782056618473 3.2074330653995275 4.4985297210514545 2.5983892856165767 4.6066230102442223 4.0959165319800359 3.2023913003504276 3.0094080283306539 157.00163120497018 10.796173024922608 3.6087121758610001 3.2694833278656006 3.7793754069134593 4.1017302288673818 4.5010696509852997 5.5334744676947576 5.2538442239165306 1.5646280292421582 1.98375440062955 3.5725239617750031 3.1080967681482425 5.8017845149151981
leaf_count=526 49 41 8 46 38 38 14 20 161 17 19 77 27 14 26 36 1213 36 27 16 18 32 36 28 26 12 48 102 27 122
internal_value=0.00017775 0.000261588 -0.000287476 -0.0014101 0.000245082 -0.000273993 -0.00203951 0.000278894 -0.000608176 0.000358566 -3.85054e-05 -0.00165917 0.000381593 0.000313963 -0.00103177 -0.00289235 0.000383897 0.00124809 0.000275481 -0.00120285 0.00148801 0.00115752 0.00025318 0.000299895 0.00145089 -0.00317605 -0.00184354 -0.000677419 -0.000168477 -0.00158746
internal_weight=292.738 266.601 47.8179 15.3855 32.4324 24.3015 5.79535 18.5062 12.5865 9.33396 8.65967 4.16114 218.783 208.658 10.3077 6.2118 198.35 26.0604 15.2642 6.8782 8.386 7.30916 172.29 167.789 10.7873 6.72584 3.54838 26.1366 16.7623 9.37431
internal_count=2900 2123 579 210 369 331 52 279 259 98 104 85 1544 1503 76 62 1427 124 88 43 45 49 1303 1267 54 106 60 777 553 224
is_linear=0
shrinkage=0.00312018


Tree=308
num_leaves=31
num_cat=0
split_feature=16 2 8 6 15 15 15 19 6 5 19 13 16 4 0 10 16 18 7 16 9 3 5 5 15 15 13 3 16 16
split_gain=0.606936 1.97347 1.30312 1.2599 1.20272 1.32436 1.5626 1.18563 0.810184 1.61442 1.17035 0.901032 0.768982 1.44036 1.9243 1.0745 1.03883 1.73481 2.54126 1.59865 5.18925 3.2925 2.231 2.08115 1.44626 1.94862 1.48625 4.01167 3.33786 3.06696
threshold=13.534968349350001 234.61110956795002 2.9476996444500005 3.6650856341500009 17.382777826050003 16.629348623500004 13.029010608550001 10.350835137000002 5.1551204485500008 2.7861270712500006 11.850956171350001 99.19872809730002 14.994964935250001 257.27402154285011 98.615332683000005 77.898074329750017 15.919962772200003 15.150044688000003 24.071745547300001 17.844958270700005 191.87997069285004 82.511468481600005 26.225713454500006 26.907574285750005 23.163629804900005 28.566186095050004 112.82921081865001 89.227236891450005 19.974953289850003 20.784951395750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 -1 9 -2 11 -10 13 15 -15 -12 17 18 -14 20 21 -18 -23 -24 -21 -26 28 -28 -27 -29
right_child=8 2 -4 -5 -6 -7 -8 -9 10 -11 12 -13 16 14 -16 -17 19 -19 -20 24 -22 22 23 -25 25 26 27 29 -30 -31
leaf_value=-0.028517803120136812 0.006345892454959156 -0.014840309925766586 -0.018514781453315188 0.01338418181521805 -0.028903060813363555 0.01303466010147551 -0.028195471238328284 0.0076542071687552551 0.022153327865830713 -0.02835055692968844 -0.037216379295673466 0.0031408398666021848 0.0093924040162701328 0.025566036860681436 -0.010945901898330604 -0.0077364431393243411 0.021986264634032505 0.014909246035307728 -0.021914361906313653 -0.022737893856775764 -0.027627033676414399 -0.026415288533805554 0.029993186958784501 -0.028154622077274104 0.0084199341189107324 -0.0016115048686910845 0.017612469915707623 -0.023634813996325259 -0.028249757258806924 0.00088263538519355283
leaf_weight=0.83094878384145188 1.8192397733218961 1.3093516284716296 1.4290745975449679 6.6899929726496339 2.2861644304357469 1.7397347837686536 2.6421656715683639 2.5613146461546421 3.1171624064445487 1.896456630900502 1.4523122711107128 3.8667655249591917 4.9528219377389204 1.6094502336345611 2.6367918974719942 2.0850839726626873 4.0745672956109029 9.2541340459138137 2.8158808862790465 1.7417419315315772 5.6552672006655476 2.6166960541158915 1.295950357802212 0.63498017005622376 23.397542303660884 23.614884579787034 9.8328246995806676 3.6520155146718016 3.7779144607484332 108.09517922671512
leaf_count=129 31 124 87 70 119 27 175 69 23 152 32 42 42 9 45 28 20 68 32 34 134 62 5 73 207 226 54 58 40 683
internal_value=0.000434048 -0.00401973 0.00462961 0.00876433 -0.0121258 -0.00719206 -0.0130235 -0.00120627 0.000821722 -0.0113629 0.00102735 0.0116268 0.000680127 -0.00743813 0.00289319 -0.0198397 0.00098775 0.00721283 -0.00195519 0.000425254 -0.00803942 0.00480803 -0.0105833 0.0108715 0.00111937 0.00136044 0.000251681 0.00149921 -0.00528536 8.13794e-05
internal_weight=243.384 19.4887 9.42842 7.99934 10.0603 7.77416 6.03443 3.39226 223.896 3.7157 220.18 6.98393 213.196 7.78364 4.24624 3.5374 205.412 17.0228 7.7687 188.39 14.2775 8.62219 4.54763 1.93093 174.112 172.37 148.973 121.58 27.3928 111.747
internal_count=2900 800 281 194 519 400 373 198 2100 183 1917 65 1852 114 54 60 1738 142 74 1596 294 160 140 78 1302 1268 1061 795 266 741
is_linear=0
shrinkage=0.0263131


Tree=309
num_leaves=31
num_cat=0
split_feature=15 5 6 6 10 0 16 13 10 16 17 12 18 7 6 15 17 2 5 15 18 7 18 5 5 13 17 17 7 2
split_gain=0.574378 0.753184 0.608207 2.08428 1.56974 0.834096 2.60899 2.90153 3.13569 3.57231 3.0412 2.60538 1.89538 1.89382 1.8693 2.85254 2.26304 2.71505 3.07857 2.61298 1.73473 1.67586 2.61917 3.746 3.62753 2.76827 2.40486 2.15744 1.99417 2.98456
threshold=51.067537391750008 27.2853332884 13.075305502400001 12.380289263450001 67.316303128300021 86.530713386650021 22.604947139800004 117.38883580790001 64.434276012450013 21.014950857900004 213.85098605320005 323.71033162625002 13.5308213324 24.225158517200004 15.785368822600002 29.334060236450004 197.22366780595004 132.99388411665004 19.812684199800003 31.385732506450001 13.809421053700001 23.789355599150003 13.3584252364 22.907563598750006 23.803605515150004 117.72489307420001 192.34053301495001 196.65693750130004 22.940014114900002 206.09225218925002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 8 13 10 14 21 -8 -7 15 -10 17 18 19 -17 -9 22 26 27 -25 -26 28 -24 -4 -30
right_child=1 -3 5 -5 -6 6 12 20 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.020002764593256561 -0.030740114922286309 0.0049036949944999911 0.0016044840291376103 -0.022235547086106446 0.0006952909504034134 0.024886561125685457 -0.00080349029944624842 -0.0043149533487500252 0.0053063425983916517 -0.029880576894868498 -0.026774519171654278 -0.02538215812017601 0.018016582502384432 0.0013845884498452721 0.012783565401276268 -0.0020912131144540371 0.0020128945530828099 -0.034902344163747975 0.012746174094857858 -0.036182581282438939 -0.031333390394854485 0.016459629863079295 -0.044646326726667261 0.017643517144477299 -0.03494257336274785 0.0079897785891137538 0.017865380892698918 -0.012356271091140634 -0.031454800132096443 0.0066996192406435845
leaf_weight=2.7292101327329865 0.9356184119824309 0.73917020834051073 47.15655053651426 3.3640059321187428 39.354942336969543 6.3043093122541887 5.4523620605468777 3.9177424088120452 37.780672162305564 2.623988300561904 2.5709373792633405 2.9203950191149479 11.781518094241617 3.8447683826088905 10.419642424210904 3.354252880439164 12.211880146758629 3.2029205302242181 3.5445549413561821 2.9374450910836458 2.8662280589342117 4.087127896025776 2.6998836668208233 4.1770855891518277 2.4894985991995782 1.8043780475854871 5.6888482728973022 3.0917892288416624 3.2693039099685839 2.53559242002666
leaf_count=43 33 11 530 76 1109 26 28 19 285 17 46 51 63 20 62 21 111 65 14 30 23 24 31 16 36 9 26 20 36 19
internal_value=0.000393167 -0.0150087 0.000501466 -0.00224496 -0.000647004 0.00114909 0.00261044 0.000906163 0.00217719 0.000395543 0.00144055 -0.000913697 0.0120624 0.0159833 0.00242814 0.000716301 -0.00615133 -0.0137976 -0.00692533 -0.0180077 -0.0157302 1.43232e-05 -0.000907517 -0.0110511 0.000132874 -0.0169015 0.0015592 -0.0274088 -0.000192326 -0.0147889
internal_weight=239.857 1.67479 238.182 45.4482 42.0842 192.734 112.813 95.5793 88.7954 78.6463 76.0223 79.9205 17.2339 10.1491 73.4514 63.0317 25.2511 13.0392 9.83625 6.2917 6.78397 77.0001 72.9129 14.2626 8.47096 4.29388 58.6503 5.79167 52.9614 5.8049
internal_count=2900 44 2856 1228 1152 1628 830 739 697 651 634 798 91 46 588 526 241 130 65 51 42 747 723 112 61 45 611 51 585 55
is_linear=0
shrinkage=0.0263922


Tree=310
num_leaves=31
num_cat=0
split_feature=16 2 3 10 15 8 6 12 18 15 6 5 19 13 16 4 18 10 10 2 3 6 9 2 13 13 8 0 0 5
split_gain=0.514339 1.70118 1.15648 1.39923 1.26078 1.10342 1.13023 0.925082 1.08909 0.770153 0.697773 1.46439 0.988571 0.804295 0.641359 1.30469 1.59512 0.889175 1.7199 3.87989 1.86635 1.74003 2.07623 2.10265 2.71417 2.07917 2.83356 2.62464 2.05369 2.75163
threshold=13.534968349350001 234.61110956795002 80.153690701200006 83.715897724050009 6.9561856507500011 2.8477776226000002 3.6650856341500009 176.04981466085005 15.103091397600002 5.4774945026000008 5.1551204485500008 2.7861270712500006 11.850956171350001 99.19872809730002 14.994964935250001 312.59262463035003 16.329849731700005 75.403185184700007 72.953999827850012 63.69489481965001 82.979260196300018 14.815346158200002 200.41824001715003 325.75432260090003 107.97116697695002 109.51703040195001 7.943800736700001 94.964406541850011 93.262612545250008 18.613387752550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 -1 -3 11 -2 13 -12 15 16 -14 18 20 -20 -16 22 25 24 -24 26 27 -22 -23 -30
right_child=10 5 -4 4 -6 -7 -8 -9 -10 -11 12 -13 14 -15 17 -17 -18 -19 19 -21 21 28 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.018591990941367216 0.0061873235251568544 0.017350114557548181 -0.031118537097227093 0.021228391484553421 -0.030228469854189543 -0.015611246976906877 0.014648106642328674 0.013183691359128571 -0.032317852780965356 -0.030445567191194504 0.023090265222935488 -0.030749101407964621 -0.035372104545072565 0.0031309907043880984 0.015715454011100621 0.009786386347887345 -0.0026257181093609578 0.0071971618273070376 0.01601052404608997 -0.030001149408040755 -0.0081359903224278614 0.00040903808947873402 0.0092902576208078076 0.013849385994303652 -0.029510875741648325 0.018507478952252691 -0.034792115839408312 0.029031772602029386 0.019817837216149575 -0.0091850305286202555
leaf_weight=0.53033431782387352 1.8104269467294209 0.40950094489380517 2.171177227050066 0.46413890278199721 2.5398413460352458 1.7883093658601863 6.1116996738128364 2.7624269956722856 0.99800619832240045 0.86421157681616023 2.9362524524331084 1.7298460650490595 2.0552487124223253 3.8398909352254122 6.7406403534114352 2.4132699929177761 3.0382407195866108 17.147379081929103 2.3181330449879161 4.3345837816596031 5.8872373700141925 131.02832509938162 1.868234190158544 1.6279325075447548 7.2576013621874154 3.8565384931862345 2.2365818573161951 2.1331714875996113 10.086015604436396 3.6794579019770017
leaf_count=6 31 29 105 34 282 92 65 43 49 95 23 152 51 42 42 30 33 192 9 79 88 1045 20 14 110 20 36 9 43 31
internal_value=0.000389272 -0.00418787 -0.0127257 -0.00725139 -0.022278 0.00462196 0.00952124 0.00326877 -0.0146521 -0.0150792 0.000780586 -0.0118605 0.000989239 0.0117798 0.000637216 -0.007601 -0.0158391 0.000946116 0.000360557 -0.0139684 0.000900953 0.000312372 -0.00670299 -0.016206 -0.0215675 0.000537827 -0.0062186 0.00174944 0.00151721 0.0120655
internal_weight=236.665 18.6396 9.46592 7.29475 3.00398 9.17372 7.38541 4.29077 1.52834 1.27371 218.025 3.54027 214.485 6.77614 207.709 7.50676 5.09349 200.202 183.054 6.65272 176.402 169.661 24.8673 10.7538 9.12584 14.1135 10.257 8.02041 144.794 13.7655
internal_count=2900 800 519 414 316 281 189 98 55 124 2100 183 1917 65 1852 114 84 1738 1546 88 1458 1416 297 144 130 153 133 97 1119 74
is_linear=0
shrinkage=0.0287079


Tree=311
num_leaves=31
num_cat=0
split_feature=16 6 0 6 4 10 6 16 12 0 10 17 13 3 6 2 15 7 15 16 17 10 18 15 15 18 17 9 5 17
split_gain=2.32407 2.14381 1.94195 3.13009 3.22959 3.87138 3.01602 2.96071 2.5153 2.4995 2.53122 2.33622 2.26863 3.07034 3.02646 5.63854 3.70691 2.88975 4.45223 2.84105 2.77949 2.70283 2.82508 3.21159 2.00799 2.0063 1.99378 4.39077 4.89374 2.37122
threshold=18.594956516900002 15.675366252400002 86.530713386650021 16.375382608200002 248.34582299520005 62.041548276350007 16.285380505300001 22.614947116400003 197.02116758845003 86.280686780500005 61.944763783650011 192.34053301495001 117.38883580790001 92.751805500450018 15.785368822600002 228.97475477770004 33.005488016050009 25.396105459650006 29.334060236450004 18.744956166100003 201.78545703200004 70.133807249000014 14.405580508350001 37.576156502300009 43.376643616500012 14.047116609550001 187.45953903175004 190.58777288605003 21.893521430150003 186.19055817300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 8 -2 12 -6 10 -10 -12 14 -14 15 17 20 18 19 -4 -16 22 23 -20 -7 -21 29 -28 -29 -5
right_child=2 -3 7 4 5 24 -8 -9 9 -11 11 -13 13 -15 16 -17 -18 -19 21 25 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-7.8405382240158869e-05 -0.00015176202079415912 -0.001963736072641145 0.0025859956610156227 0.00033755528055026164 -0.0030251387304949151 -0.0039577979020407284 -0.0038466005851740823 0.0014603077179494563 0.00032230805769216441 0.0020465287378848172 -0.0036044686912330153 -0.00032588108485305262 -0.0023008964110592289 0.00047907014576327667 0.0011404533596091637 -0.0028170285730537491 0.0020042452655400608 0.0019530696761547667 -0.0021989718111164762 0.0015330869551391161 -0.0015134391127217608 -0.0023774505168724378 0.0012166065171285083 0.00080962374147293154 -0.00039866396532604165 -0.00085753160598327758 0.0021662560696722438 -0.0022400791481853128 0.0010546046038120039 -0.0021342678555540287
leaf_weight=106.22098543960601 3.4198654126375905 4.2329584183171383 5.8647892251610747 20.596297435462478 1.8547305427491725 2.9609361067414275 2.6438281061127782 19.991376042366028 15.562154714949434 3.8181841149926177 2.4652441404759875 3.6223051752895117 4.8382264450192434 6.0151943266391754 6.4467005580663699 4.0476563312113276 15.984351396560667 6.7355512678623191 6.0939055457711273 4.5427878946065885 4.5388108789920807 4.8459889646619549 6.1742106825113288 3.9449656084179878 1.6751756607554851 4.9524310678243637 12.772921025753023 4.318767897784709 10.299079325050114 3.0010470487177363
leaf_count=1592 22 197 21 143 18 26 29 86 109 12 43 27 30 24 26 41 60 26 34 18 29 56 26 15 29 31 41 26 45 18
internal_value=0.000150169 -0.000150657 0.00032142 3.91094e-05 0.000170831 -0.000476675 -0.00176275 0.000560702 -0.000104211 0.000108509 -0.000233284 -0.00165359 0.000349185 -0.00076018 0.000511515 0.000114839 0.00120577 0.000389832 0.000100718 0.00116432 4.39622e-05 -0.000675049 -0.000166212 -0.00101669 -0.00267177 0.00028621 0.00057668 0.00105351 8.12072e-05 2.31954e-05
internal_weight=304.481 110.454 194.027 89.0105 82.9468 31.9587 6.06369 105.017 27.3226 25.4679 21.6497 6.08755 85.0256 10.8534 74.1721 47.2023 26.9699 43.1546 36.4191 15.36 10.9855 21.0591 16.2131 10.0389 4.63611 9.49522 50.9881 27.3908 14.6178 23.5973
internal_count=2900 1789 1111 588 537 264 51 523 209 191 179 70 437 54 383 268 115 227 201 70 55 131 75 49 55 49 273 112 71 161
is_linear=0
shrinkage=0.00259795


Tree=312
num_leaves=31
num_cat=0
split_feature=6 0 2 15 17 5 6 5 10 0 17 15 3 16 18 19 10 2 0 17 15 5 3 14 6 0 9 13 12 4
split_gain=2.71621 3.6914 3.48138 2.69298 3.73048 2.41249 2.31318 4.32194 2.24853 10.3325 2.99962 2.28725 2.20222 2.25974 7.41539 1.97513 1.96279 3.66571 4.196 2.40513 2.04298 1.8543 1.70344 1.70106 4.30703 2.79025 2.59371 2.25974 1.91725 2.40546
threshold=14.835346625500001 86.530713386650021 317.41815758785003 38.469938489650012 209.52161856205001 20.361635946650004 16.455384477450004 22.443872254700004 66.697957758300021 92.031298721500022 198.88358152355002 29.334060236450004 89.227236891450005 22.604947139800004 13.788608055100001 14.351157895250003 62.041548276350007 161.80523719825001 85.775256651950016 188.84204146815003 38.97275740620001 21.005083245250002 108.48197402175002 169.50964292540002 14.515339148550002 96.811377277450006 201.2906445504 109.51703040195001 94.472960382900013 178.77399478955002
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -5 -2 8 15 12 -10 11 -11 -3 14 -14 -8 21 18 -18 -19 -20 -7 -23 24 25 -1 -27 28 -25 -30
right_child=1 6 -4 4 -6 16 7 -9 9 10 -12 -13 13 -15 -16 -17 17 19 20 -21 -22 22 -24 27 -26 26 -28 -29 29 -31
leaf_value=0.001848152255774179 0.0023740304576668324 0.0028452721933217547 -0.0038287645983584523 -0.0042951569719096166 0.0015187718307853417 -0.0021802158146690554 -0.003346845776670319 0.0022030796131827725 -0.0046192826433588087 0.0027835065482941261 -0.00068808056786718588 0.00031638206797836174 0.0017613732734679591 0.0022144560499744613 -0.0023102085439700441 -0.00038054643287508961 -0.0026753007986599115 0.0005475123903486732 -0.00020921709798041934 -0.0043210274742415001 0.0023378132986127814 0.00051223178861306204 -0.0019817898447295431 0.0028337900329109874 -0.0047242245847547845 -0.0045082226006499708 0.00059011502080594724 0.0018389358624710524 -0.0030656997313583179 -2.2628344795799961e-05
leaf_weight=3.6120432959869486 4.3128571123816064 10.117561362683771 2.1271912646479896 3.1774068502709261 1.5381266847252844 2.7247671596705905 3.2019637264311296 4.7149262577295294 3.2917788941413191 10.035581465810539 5.6779560418799511 5.4428222365677348 14.432968538254501 12.93198751658201 5.9251321889460078 6.170156579464674 4.3216526699252489 1.2809756887145329 7.1923709362745267 3.7207033764570951 5.0225411430001259 58.820902486797422 2.689380385214462 2.1385495625436297 2.5075852386653423 1.8501190394163134 1.8987980429083107 6.4051978942006818 2.5018346533179274 97.750651743030176
leaf_count=20 16 40 44 47 10 16 24 18 32 34 44 24 52 57 31 32 76 28 34 45 16 411 121 19 25 23 17 27 28 1489
internal_value=0.00022025 0.000466695 4.61243e-05 -0.000127616 -0.00239875 0.000137621 0.000939979 -0.000190044 0.00117457 0.000431263 0.00121709 0.00191597 0.00159322 0.0012127 0.000576358 -0.00139398 2.51702e-05 -0.000775394 -8.01088e-05 -0.00307415 0.000838074 0.000293602 0.000403187 -3.73648e-05 -0.00125561 -7.39894e-05 -0.00192595 7.3138e-05 -3.73237e-05 -9.85692e-05
internal_weight=297.536 174.156 92.2133 123.38 4.71553 90.0862 81.9428 14.087 67.8558 24.4481 21.1564 15.4784 43.4076 33.2901 20.3581 9.37212 85.7733 21.5382 16.5366 5.00168 12.2149 64.2351 61.5103 118.665 9.86855 7.36096 3.74892 108.796 102.391 100.252
internal_count=2900 1195 807 1705 57 763 388 74 314 134 102 58 180 140 83 56 747 199 126 73 50 548 532 1648 85 60 40 1563 1536 1517
is_linear=0
shrinkage=0.00306446


Tree=313
num_leaves=31
num_cat=0
split_feature=6 13 19 9 17 6 9 9 6 7 0 3 15 15 17 0 5 5 7 19 16 16 10 0 9 9 15 0 9 6
split_gain=0.544971 1.06077 0.837548 0.857271 2.42086 1.55686 1.04917 0.925139 0.829843 0.783903 1.62984 0.914143 1.23678 0.888325 0.685291 0.663192 1.84056 1.64689 1.40386 1.27838 1.30172 1.012 0.752547 0.717851 1.81603 2.59644 2.30184 4.25443 1.63384 1.53113
threshold=10.715250360100002 107.54907905045002 9.4507625164000029 74.362486003100017 239.21206428850002 8.1951914793500027 58.059373288650008 52.394053035900008 11.175261108200003 20.940097048150005 95.590817286200021 83.799239926100014 23.516184833950003 23.163629804900005 201.37020668845003 98.615332683000005 13.999568943650003 16.222050829800004 25.967949918250003 12.050972309250001 12.644970430600003 14.479966139550003 76.763544998700013 93.972365491700018 206.08249486475003 213.79200485395003 29.198705243000003 95.002044955650021 202.89977928865002 14.135330269750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 9 -2 -4 -11 12 13 14 -12 17 19 22 -18 20 -17 -20 -10 -19 26 -26 28 -28 -25 -27
right_child=8 -3 3 4 5 -7 -8 -9 15 10 11 -13 -14 -15 -16 16 18 23 21 -21 -22 -23 -24 24 25 29 27 -29 -30 -31
leaf_value=-0.030079899694963028 0.013860706291739971 -0.035428258923129924 0.0183792358362007 -0.030617631897435785 -0.020166158746721115 0.019885563923601551 0.016062534082829816 -0.031295582534353342 0.0057884489830579899 -0.036327275332579803 0.002425421380638778 0.03254901274130223 -0.030242681888883891 0.032232219387912771 -0.019660761922874467 -0.0044989064254391592 -0.031508212210023395 0.0013532782684263483 -0.023118422781911237 -0.014388940501015187 0.025666822160426941 0.004224562562279828 0.023273328213245646 0.0018022419230013641 -0.028105149210092696 0.02041164917825437 -0.036905479547274009 0.010528480715678067 0.023090666615101112 -0.011920918699065581
leaf_weight=0.82220105722081527 3.7864330578595391 0.77958967816084523 1.6163248149678153 2.6332415610086164 1.1869129121769222 2.0810984859708697 3.1925587188452473 0.77190105407498855 4.2308654878288499 1.0069927698932577 8.2688965516863302 0.66067698597908098 1.0385182328755043 0.69279000675305802 1.2609347801189876 1.8835037942044417 2.5771874075289816 154.49021562060807 1.6579276868142185 1.7998208547942338 2.7271147072315216 2.8947603907436132 3.5053137391805649 12.553245668765166 4.7339585204608721 1.9110118197277186 3.0241548279300323 2.870251826941967 3.6165318936109534 2.8295948319137096
leaf_count=174 41 11 10 145 42 25 30 26 38 77 216 2 43 3 101 38 96 1296 33 30 19 41 15 106 79 18 56 29 18 42
internal_value=0.00044423 -0.00336705 -0.0023765 -0.0014434 -0.0107054 0.00533913 0.00150952 -0.00152379 0.000913891 5.61767e-05 -0.00223452 0.000645169 -0.00122659 0.00172116 -0.000496901 0.000677417 -0.0052936 0.00109467 -0.0150497 0.00555736 0.0133437 -0.00573278 0.013711 0.000570012 -0.00326676 -0.0134859 0.00112144 -0.0138077 0.00656361 0.00111284
internal_weight=237.105 26.0126 25.233 24.4108 5.90125 3.26801 18.5096 15.317 211.092 14.5451 12.9288 11.9218 11.2611 10.2226 9.52983 207.305 13.5403 193.765 7.12988 6.41044 4.61062 4.55269 7.73618 186.029 31.5387 9.47457 22.0642 5.89441 16.1698 4.74061
internal_count=2900 905 894 720 212 67 508 478 1995 452 442 365 363 320 317 1954 257 1697 170 87 57 74 53 1644 348 139 209 85 124 60
is_linear=0
shrinkage=0.0279068


Tree=314
num_leaves=31
num_cat=0
split_feature=3 4 5 10 7 17 17 2 12 12 17 17 6 18 8 7 0 8 16 0 0 0 6 17 9 10 18 2 17 2
split_gain=0.527497 1.01831 0.624071 2.06291 2.19098 1.08174 1.74547 1.70886 1.21028 2.02272 1.14197 1.4782 2.00199 1.36509 1.19327 1.70662 3.06721 1.45313 1.34723 1.2205 3.80785 2.94123 3.44135 1.87105 2.03387 3.56887 1.83696 2.45314 2.19825 1.79296
threshold=108.48197402175002 159.66984649465005 30.133297129900004 60.474177186300004 19.617375644250004 168.75790693355003 174.63059628235001 234.61110956795002 66.834523482800009 78.909246879600019 179.88087463185005 177.12746680985003 15.365359009150003 14.732667293750003 8.8430989333000021 22.620341628000002 86.950112854950021 8.7431769115000026 22.724946859200003 86.001087134900004 85.807518149550006 85.737618238150006 16.395383075500003 187.45953903175004 188.14427954665004 61.928633034850002 13.278511569200001 103.98563613345001 188.16174763880002 86.011634045550025
decision_type=2 2 2 2 2 2 2 2 2 2 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 -10 11 12 13 -11 17 -16 -17 18 19 20 21 22 -12 -24 -25 -26 27 -21 -29 -22
right_child=1 -3 -4 5 -6 6 8 -9 9 10 14 -13 -14 -15 15 16 -18 -19 -20 26 29 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0024859648597273447 0.01651001754356932 -0.028374991147659078 0.0078494657268956131 -0.02132808659855865 -0.032003806238641422 0.012888028478233454 0.019727178779245697 0.010214778536194789 -0.021553174214776556 -0.036833350591229608 -0.039037137714871023 -0.029623151228602582 0.028590090210022939 0.0083041408440088834 0.011263941841188826 -0.041317418088189319 -0.0021450581547014886 0.013306874670265909 0.012870244935238022 0.025579613978802308 -0.00028583166349524752 0.019913812053261183 -0.016270346812710598 0.020416523125466261 0.022510783646485212 -0.02544228139519672 0.00029760487503621789 -0.0117694631895068 0.012872710431604978 -0.032417549818670351
leaf_weight=2.4803550061769775 0.53502758359536429 1.1944973077625034 8.14606337668374 3.8301866878173305 2.9456880856305361 8.592459970735943 2.3532765060663214 1.8680253694183191 3.0706944577395907 1.0896446027327322 1.8896166998893082 2.0770271246437915 1.127943769097328 0.88984065374825139 2.258611932396887 2.2689078175462782 4.1055174609646201 7.146218327805399 6.589622125029563 5.0561926811933544 1.7686577513813961 4.5488644633442155 3.6207519019953898 4.2111768831964564 1.9427417628467081 2.7277581305243075 130.58743461582344 4.4728843593038601 6.4816369563341141 4.4992966668214649
leaf_count=34 8 119 64 197 87 106 10 47 27 27 32 48 6 23 11 29 31 42 34 21 8 18 39 27 8 41 1637 34 29 56
internal_value=0.000387246 -0.0144898 0.000497844 0.000231089 -0.0162378 0.00063899 0.000949475 -0.0109875 0.00044855 0.000224435 0.000559869 -0.0119638 -0.000160224 -0.0165426 0.00089425 -0.0089321 -0.016088 0.00135146 0.000872544 0.000412375 -0.00508324 0.000961884 -0.00502821 0.000111894 0.00679037 -0.00549572 0.0013574 0.0100013 0.00281097 -0.0233508
internal_weight=234.377 1.72952 232.647 224.501 5.42604 219.075 213.377 5.69821 204.784 202.431 199.36 5.18446 3.10743 1.97949 194.176 8.63304 6.37443 185.543 178.397 171.807 25.2089 18.9409 14.392 12.5024 8.88168 4.6705 146.598 16.0107 10.9545 6.26795
internal_count=2900 127 2773 2709 121 2588 2344 244 2238 2228 2201 104 56 50 2097 71 60 2026 1984 1950 229 165 147 115 76 49 1721 84 63 64
is_linear=0
shrinkage=0.0270383


Tree=315
num_leaves=31
num_cat=0
split_feature=15 5 15 15 16 18 6 6 7 18 16 5 13 13 13 4 3 5 15 16 16 9 9 3 13 19 0 18 16 9
split_gain=0.518334 0.708842 0.555595 1.34634 0.576479 1.63647 3.13591 1.63332 2.50774 3.26575 2.52387 1.79843 1.27983 2.31302 2.28516 1.5512 2.31998 2.51907 1.71093 3.26998 1.20473 1.14839 1.3858 1.11288 0.917959 3.38709 1.57334 2.0289 2.70225 1.51778
threshold=51.067537391750008 27.804994959100004 49.670466410250008 47.90801194005001 22.624947093000003 13.5308213324 16.405383309150004 16.495385412050002 22.726915405250001 12.933745112000002 22.744946812400002 23.398433971250004 117.38883580790001 117.34850893595002 117.45604726115 165.01827963435002 93.58791597905001 21.964328598750004 41.211223942950006 22.554947256700004 22.604947139800004 199.21354841250005 204.88165762580005 93.620177476600006 115.25151159420001 14.551174033150001 88.576630023850015 13.685220395000002 21.979948601300006 66.290220196950017
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 -6 23 9 10 -9 -10 13 24 -14 -16 18 -18 19 -17 -21 -7 -23 -8 25 -1 27 28 29 -26
right_child=1 -3 -4 -5 5 21 7 8 11 -11 -12 -13 14 -15 15 16 17 -19 -20 20 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00018319609970823982 -0.024776119067389083 0.004274111274642489 0.010926256314035739 -0.018475941720211334 -0.020073497283903424 0.01974007238769019 0.016516602607548028 -0.02116035510898159 -0.026451219391570073 0.014358865717461082 0.0022997311719765148 -0.0023281972401303689 -0.019844279889541371 0.024630163454149707 0.012470605082944957 0.0099164463457858468 0.0096256519753005598 -0.023898950650468102 0.0074833317784184462 -0.020669586656815436 -0.0038769679443786858 -0.0059493282442476276 0.012170108361255504 0.0025111868039023608 0.0059977295819306229 -0.030652037982008194 0.015157207365488085 -0.014973285907182889 0.021791369464514619 -0.017352608007868309
leaf_weight=124.24002638540696 0.8884287024848152 0.69680665526539087 2.2929494325071564 1.7695099082775403 3.2215507775545111 3.5462693795561782 5.0587937943637353 3.0434987396001869 2.634486272931098 7.0678398646414271 7.1194152757525444 3.1608495148830116 3.7501780008897176 1.8554456960409869 3.094423369504514 4.2884542942047181 1.3722690790891636 4.3310224630404264 8.017990477383135 4.5735406652092916 3.5112358555197716 3.2290067598223668 5.0032825414091349 5.5119455019012094 3.2564903525635618 1.6786157200112928 5.084670051932334 2.8635232001543036 3.1708662211894989 2.1478574378415942
leaf_count=2088 35 9 22 33 26 19 22 20 18 30 48 33 26 7 19 22 6 95 35 30 18 19 37 35 20 13 22 20 12 61
internal_value=0.000280638 -0.0120068 0.000365365 0.000258971 0.000405768 0.00248626 0.000248266 0.00219689 -0.00102436 0.00310244 -0.00472589 -0.0132942 -0.000164686 0.000710743 -0.00399971 -0.001964 -0.00367574 -0.0158326 -0.000275542 -0.00530338 -0.0133765 0.00948195 0.005063 0.0092137 0.000399169 -0.000227867 0.00517758 0.000741497 0.00598914 -0.00328243
internal_weight=231.481 1.58524 229.896 227.603 225.834 48.5969 36.8184 33.5968 23.0261 17.2308 10.1629 5.79534 177.237 144.297 32.9391 29.1889 26.0945 5.70329 20.3912 12.3732 8.08478 11.7786 8.23229 10.5707 142.442 125.919 16.5234 11.4387 8.57521 5.40435
internal_count=2900 44 2856 2834 2801 307 232 206 149 98 68 51 2494 2243 251 225 206 101 105 70 48 75 56 57 2236 2101 135 113 93 81
is_linear=0
shrinkage=0.0215623


Tree=316
num_leaves=31
num_cat=0
split_feature=16 10 17 12 19 6 6 9 13 5 16 9 2 7 2 19 7 15 6 16 19 19 3 0 16 13 3 16 19 15
split_gain=2.34692 2.04525 4.98566 3.48491 2.25365 2.02263 2.42579 2.45803 2.39193 2.13663 2.05213 2.19874 1.89552 2.13517 2.06968 2.42227 2.01848 2.2401 2.22035 1.73409 1.69281 2.01025 1.48767 4.06409 2.95513 3.67033 4.20792 3.6577 4.13515 2.57226
threshold=18.594956516900002 74.986474174450009 195.53954078470002 96.350437043050007 12.751028791950002 13.665319288000001 13.775321858200002 206.08249486475003 103.58091484995002 15.299679811400003 17.654958715000003 219.79476616820003 203.55719022600002 24.355397875400005 89.221398707850014 12.250988447150002 24.101221167900004 23.304416445750004 3.6650856341500009 14.184966829400002 10.550851274900003 10.350835137000002 83.511574906150017 94.047642319350018 19.214955067100004 112.82921081865001 89.227236891450005 19.974953289850003 13.851117550450002 27.122924609850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 -7 -8 10 -9 11 12 13 -3 -15 19 -14 18 -18 20 21 -16 -2 24 -24 27 -27 28 -26 -25
right_child=22 5 -4 4 -6 6 7 9 -10 -11 -12 -13 16 14 15 -17 17 -19 -20 -21 -22 -23 23 29 25 26 -28 -29 -30 -31
leaf_value=-0.0039709215760790756 0.0017823887787205639 -0.0033624001052487682 -0.0034471580430433142 -0.00073929480018879905 0.0010110781051587089 0.0027738091380824829 0.0013689627376397256 0.001028489131139058 -0.0035778010920674576 -0.0029531713239554364 0.002581386135999958 -0.0026411360431685643 0.0018954813291734735 0.001507281178444529 -0.0032525974954929408 -0.0028334929945962998 -0.0017433303577963557 -0.0034759707134268667 0.0011126285291023724 0.0013365487718664201 -0.0027969020686188762 0.001884106671613961 0.0018379735635574589 0.0013938145208245809 -0.0020464235494258463 0.0022750959665600338 0.0003210155541542486 -0.0038465722241752855 0.0021163962412391532 -0.0023946006043782313
leaf_weight=2.1420735756400999 6.6942440066486588 2.3410626663826433 5.3075031735934308 15.549423632910477 11.561810525832696 4.9890930652618435 7.714084289968012 2.0522305741906166 1.8014108464121807 2.97806087275967 2.5243549076840273 3.099568667355924 7.2572889924049404 4.3044582090806243 0.97937716834712629 4.0573908053338519 3.3258056855993336 1.5352445433381934 9.3622602722607535 4.3976677753962576 2.9086304458323866 2.2992942584678531 12.759399410337208 2.064964607357977 4.8678763024508935 10.763048652559517 129.05739262816496 3.4828329347074023 3.8546401746571064 7.4266171306371689
leaf_count=47 31 104 117 285 172 22 32 11 32 34 18 93 55 57 101 81 184 34 117 32 130 31 73 10 34 51 779 39 14 80
internal_value=0.000187798 -0.000175243 -0.000769876 -0.000284129 7.16623e-06 0.000127301 0.000998962 0.000304155 -0.000180656 -0.00132876 -5.41971e-05 -0.000199247 -2.22753e-05 -0.000657229 -0.000322979 -0.000861026 0.000606982 -5.04612e-05 0.000364022 -0.000104947 -0.0011295 0.000349714 0.000393396 0.000340042 0.000450083 0.000333599 0.000471436 -0.00124542 -0.000206797 -0.0015704
internal_weight=283.459 102.488 34.5608 29.2533 27.1112 67.9273 17.7335 12.7444 50.1938 5.03029 48.3924 45.868 42.7685 21.2879 18.9468 14.6424 21.4806 14.2233 12.6881 10.585 6.1873 3.27867 180.971 174.277 164.785 152.026 139.82 12.2053 8.72252 9.49158
internal_count=2900 1789 621 504 457 1168 99 77 1069 45 1037 1019 926 536 432 375 390 335 301 294 262 132 1111 1080 990 917 830 87 48 90
is_linear=0
shrinkage=0.0030025


Tree=317
num_leaves=31
num_cat=0
split_feature=6 6 10 7 5 16 13 4 10 19 16 7 0 3 6 16 17 9 10 3 16 19 13 18 18 5 8 2 4 17
split_gain=0.524154 1.85417 1.22009 0.762558 0.689542 1.44787 1.36638 3.37729 1.83268 0.817319 1.04726 1.16091 0.769245 2.53365 2.87924 1.71099 3.42108 3.17147 2.69936 4.53084 3.07696 3.36203 2.3887 1.73822 2.41624 1.67142 1.66685 2.91702 2.67774 2.64725
threshold=13.075305502400001 12.595294287050001 67.316303128300021 29.973557588500004 15.299679811400003 14.994964935250001 104.02719889955002 233.74578482015002 75.465019721650009 12.350996516100002 14.274966618900002 20.778835947700006 94.047642319350018 84.968719212850019 14.980350013450002 19.214955067100004 173.06150329755005 68.670253264700008 66.697957758300021 89.227236891450005 19.974953289850003 13.851117550450002 113.92610173585001 13.197799034350002 12.903279561150002 19.500380888400006 7.943800736700001 147.87428232835001 212.51885705880002 186.93621306220004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 12 10 11 -9 15 26 -15 16 17 -8 19 -17 21 -20 -21 24 -19 -24 -14 28 29 -28
right_child=4 -3 3 -5 6 -7 8 9 -10 -11 -12 -13 13 14 -16 18 -18 23 20 22 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.017352989526469641 -0.0030734194193442681 -0.028433377229396976 0.00048178200792552503 -0.025660167406101827 -0.032647147544141407 0.022668243986258087 0.014941777776371052 0.018932308573130992 0.023448207016406857 -0.011078370210757539 0.025298344305572457 -0.027009891844087686 0.016155637690746981 -0.034484303151723204 0.01101976627284657 0.019502585890107095 0.017069980007937489 -0.032459093192120786 -0.017316104818906098 -0.022217226431486561 -0.031975843930331017 0.015898263757538215 0.019415019232365247 -0.06878472376490781 0.015420961101382668 0.00035903457002680304 0.0077030834855623355 -0.021272756458138465 0.021738546672815714 -0.018368975089073262
leaf_weight=2.7172479087021193 2.7708064080215982 1.6197985457256425 38.697712381836027 0.71364823408657585 2.6322363156359634 2.7183663677424192 2.4589822287671295 0.66851927246898435 2.2745043635368338 1.65215990669094 1.5269439350813625 0.71463325596414506 3.4786818306893172 2.9525880052242419 1.239945540204644 8.278153005987404 11.193075948627664 1.8673281566589146 4.3898994801565987 2.8859914764761916 3.2158793043345213 3.3930493108928204 2.9724968671798697 0.44315631175413717 1.0253101086709646 104.7953493797686 5.5419010091573018 4.1212361333891741 3.48282292112708 4.3774200342595577
leaf_count=47 33 44 972 165 43 14 24 8 11 29 10 36 27 63 9 45 89 154 31 16 37 14 14 10 25 744 33 79 19 55
internal_value=0.000346413 -0.00212298 -0.00111138 8.412e-06 0.000923905 0.00967445 0.000659379 -0.010043 0.00110092 0.0029986 0.0109906 -0.00480464 0.000805592 -0.00324003 -0.0210264 0.00149936 0.00897843 -0.00665105 0.000521509 0.00161994 -0.011356 -0.00283599 0.000282119 -0.0225682 -0.0154878 0.000884645 0.000310578 -0.00283493 0.00283481 -0.00380258
internal_weight=230.82 43.7484 42.1286 39.4114 187.071 5.48917 181.582 7.19449 174.388 4.56226 2.9101 1.38315 172.113 25.1946 4.19253 146.919 16.9879 5.79478 129.931 118.932 10.9988 7.78295 110.654 3.33579 2.89264 107.768 21.0021 17.5234 13.4021 9.91932
internal_count=2900 1228 1184 1137 1672 47 1625 126 1499 83 54 44 1488 285 72 1203 302 213 901 819 82 45 774 189 179 758 213 186 107 88
is_linear=0
shrinkage=0.0250597


Tree=318
num_leaves=31
num_cat=0
split_feature=16 0 4 10 0 16 18 9 7 0 19 10 6 2 5 6 6 10 15 15 15 13 13 7 3 17 0 17 9 0
split_gain=2.52646 2.52611 3.33937 4.52225 2.67497 2.45593 2.62334 3.69677 2.98457 2.72821 4.86782 3.60532 5.575 3.07419 2.74906 2.41886 2.35525 2.28948 2.4928 2.03309 2.02995 2.05866 3.53183 1.99154 3.27184 3.96134 1.98656 2.66816 2.59008 2.41744
threshold=18.594956516900002 86.530713386650021 248.34582299520005 62.041548276350007 86.280686780500005 22.614947116400003 13.740383930250003 196.26893085885004 23.9444576715 90.337570099350003 14.551174033150001 66.697957758300021 15.065351999550002 232.04188149755001 19.450053268050002 16.375382608200002 15.675366252400002 61.944763783650011 45.169600924000008 46.422062705750008 32.540328261750005 108.61908538635001 107.97116697695002 25.396105459650006 85.54673771085001 202.72018094520004 86.232294534150014 187.45953903175004 188.14427954665004 85.716110573100011
decision_type=2 2 2 2 2 2 2 2 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 15 4 17 6 -3 8 -8 10 13 -11 14 -9 23 -2 20 -4 -19 -5 21 22 -1 24 25 -13 27 -17 -29 -30
right_child=1 5 3 19 -6 -7 7 9 -10 11 -12 12 -14 -15 -16 26 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-4.3411315945347014e-05 -0.0018407036671965562 0.0013104430577054638 -7.7882072445831598e-05 -0.0045731802663897345 0.0018710604709144569 0.0016976809179310081 -0.00042996487528643927 -0.0041827956306403078 -0.0039638470396063229 0.0024672514461974581 0.0017025243689310209 -0.0035149818017116133 -0.0034123496534822556 -0.00026061878817536135 -0.001394794644358187 0.00017429691002879912 -0.0023755595149534134 -0.004620104884843974 -0.00074589518061151403 -0.00060516902644970616 -0.0033032611549373408 0.0017623435944995858 -0.0037056443946279585 0.0030018082102796404 0.0020158929480545481 0.0015713686918230941 -0.00083392347576459686 0.0028610947240126977 -0.0010818385705733105 0.00175281250220358
leaf_weight=90.116004792740569 3.8517550677061072 25.678211875259876 17.913215211592622 3.6521801874041548 4.6784059554338446 19.514740325510502 7.4103833436965925 3.832305043935774 3.172416016459465 10.088837929069994 4.6215730756521225 2.8934056200087159 3.2542560473084441 3.604658417403698 4.1345723941922179 22.763339100405574 4.3870650487951925 2.4458310492336741 4.1855282867327332 1.7877287585288284 1.7982070301659394 5.5897145364433518 2.5160512030124655 4.9876258373260489 7.9325934275984764 2.8011018261313438 7.0962195247411719 9.5075089037418383 4.3582536280155164 7.8036739006638527
leaf_count=1463 25 100 124 36 16 86 40 25 44 43 15 29 28 19 35 155 197 21 57 36 66 29 34 18 29 12 34 29 28 27
internal_value=0.000193258 0.000399082 2.52968e-05 -0.000716832 -0.00024171 0.000722935 0.000497589 0.000142211 -0.00148932 0.000500795 -0.000754723 0.000920266 0.000320068 -0.00228174 0.000853985 0.000489796 -0.000189128 -0.000644423 -0.00217481 -0.00326916 -9.32273e-05 -3.44592e-05 -0.000142884 0.00135347 0.000750164 -0.00101303 0.000663999 0.000903228 0.00166896 0.000737009
internal_weight=298.377 193.97 90.0436 34.6629 29.223 103.927 84.4119 58.7337 10.5828 48.1509 12.0585 36.0924 26.0036 7.43696 22.7493 55.3808 104.407 24.5446 6.63136 5.43991 100.02 98.2218 92.6321 18.6147 13.6271 5.69451 51.529 44.4328 21.6694 12.1619
internal_count=2900 1111 588 290 218 523 437 337 84 253 59 194 151 44 123 298 1789 202 78 72 1592 1526 1497 88 70 41 273 239 84 55
is_linear=0
shrinkage=0.00304878


Tree=319
num_leaves=31
num_cat=0
split_feature=6 6 10 0 3 15 9 9 5 9 12 2 9 6 13 17 8 9 0 7 5 9 2 16 13 6 16 5 16 18
split_gain=2.51193 2.67558 1.78433 3.32092 2.85175 2.55336 2.34661 3.50561 2.26743 2.24916 2.91308 2.11144 1.93356 2.95908 3.25163 2.80677 2.40944 2.43099 2.96015 2.02339 1.98582 4.11999 2.97146 1.72315 4.94972 4.23991 4.68282 3.67558 3.27676 2.04864
threshold=13.665319288000001 13.775321858200002 70.182199495350019 86.530713386650021 84.968719212850019 25.706584583850006 206.50942114985003 213.24207352880003 20.206488238950005 188.53841931785004 93.660658182900008 315.70263843430001 66.290220196950017 16.375382608200002 117.38883580790001 190.79973618785002 5.9453602998000008 186.67271206880002 85.839779647100016 23.789355599150003 30.133297129900004 201.78065190905002 58.396949525950006 22.604947139800004 117.38883580790001 15.925372093750001 19.974953289850003 18.152162791050003 20.784951395750003 13.5308213324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 6 -6 -4 -8 -3 -5 -11 12 -10 14 15 -14 -15 18 -18 20 21 -19 -23 24 25 26 27 -12 -28 -25
right_child=1 2 4 9 5 -7 7 -9 11 10 23 -13 13 16 -16 -17 17 19 -20 -21 -22 22 -24 29 -26 -27 28 -29 -30 -31
leaf_value=-0.0003128027505752892 0.0025156299979977818 0.002685790423727517 0.00078512468580071223 0.0026885225611942704 0.0014088259880591753 -0.0040474072721129401 -0.0034672868039783422 0.00045979637854754905 0.0017701798585287164 -0.001600125583821562 0.0032250859667957289 -0.0028367322497432133 -0.0024235253527933116 -0.002037215664803685 -0.0047905173450362775 0.0031793873000896481 0.0022338417996300539 -9.9403689569374353e-06 -0.00084278973613439317 0.0018770423669782581 0.0020920066729259229 0.0014031578890592858 -0.0035643494112650707 4.907473968497573e-05 -0.0018988252842444991 0.0021559637124654368 -0.0038125046574581591 -1.3730392503261703e-05 -5.9326450215761801e-05 0.0024626828134004701
leaf_weight=68.19734719209373 6.1492185927927485 3.3146975189447394 16.686440044082708 7.0950592840090385 1.2097519831731904 3.6017676796764135 4.1895859250798804 5.6190808108076453 6.3130355868488541 5.085331678390502 6.2161031961441067 2.7834085093345484 2.4259586748667057 5.218550768448039 2.8532604589127004 1.5453836554661391 11.554798366501929 36.26653056871146 4.6229847855865946 5.0200755111873141 3.4251816272735587 1.5843420336022953 6.4377889148890972 5.1291668042540577 7.0008446574211112 20.0210628695786 4.0476412475109083 9.1385883297771198 6.2465222030878067 13.449061445891855
leaf_count=1334 34 12 110 36 14 68 60 53 37 28 22 47 59 203 34 6 50 222 24 26 13 7 84 23 40 83 34 49 29 59
internal_value=0.000230339 0.000403224 0.000340805 0.000467419 -0.000374215 -0.00267556 4.37089e-05 -0.00121758 4.64402e-05 0.000938537 0.000775881 -5.07116e-05 3.81485e-05 -9.69191e-05 -0.00214439 -0.000243242 9.15756e-05 0.000252785 0.00135466 -8.52497e-05 -0.000291707 -0.000476058 -0.00258328 0.000945467 0.00064535 0.00103535 0.000160621 0.00129745 -0.00153507 0.00179632
internal_weight=282.449 214.251 208.102 176.795 31.3066 4.81152 26.4951 9.80867 93.366 83.4294 76.3343 90.0513 87.2679 80.9549 6.8246 3.97134 74.1303 68.9117 16.1778 52.7339 47.7138 44.2887 8.02213 71.249 52.6708 45.6699 25.6489 15.3547 10.2942 18.5782
internal_count=2900 1566 1532 1227 305 82 223 113 824 403 367 812 765 728 99 65 629 426 74 352 326 313 91 339 257 217 134 71 63 82
is_linear=0
shrinkage=0.00324939


Tree=320
num_leaves=31
num_cat=0
split_feature=13 8 9 3 5 7 3 9 4 15 16 15 8 18 18 5 9 15 7 3 8 3 13 13 18 0 9 19 4 17
split_gain=3.24926 3.58274 2.15245 2.08464 3.65827 2.40685 2.66597 4.12047 2.89843 3.00333 2.30372 3.05755 2.51678 2.36333 2.32367 2.202 2.14644 2.09491 1.8474 3.647 2.63263 2.26339 2.27163 1.72607 1.70224 3.29425 3.69389 2.78054 3.7595 2.07526
threshold=95.870416931800023 2.9476996444500005 38.136666659400014 103.44111502715002 29.040033326300005 19.617375644250004 94.92945658615001 227.14331114760003 229.01066513960004 42.914654887700003 22.704946905950003 45.169600924000008 8.6432548896500023 13.278511569200001 13.465147564100002 22.120912517600004 71.82068887245002 42.133814420300006 21.725272673150005 75.559115756250023 2.0484014478500003 75.236500780600025 89.141206231250024 96.607054459550014 17.108018746400003 98.615332683000005 187.70546222865002 12.551012654050002 267.88310861120004 211.47438991805004
decision_type=2 2 2 2 2 2 2 2 2 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 23 5 -5 -4 10 8 9 15 11 24 13 -13 -15 -8 -6 -12 -1 20 21 22 -20 -2 25 -7 -27 28 -28 -26
right_child=2 -3 3 4 16 6 7 -9 -10 -11 17 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=0.0013531968766667293 0.0012780349610571804 -0.0021464952653536154 0.001886882103509527 -0.0028939239204376038 0.00080618785539716433 0.00041839588357876729 0.00082204358552849196 0.0028573411550793662 -0.0037098079841503141 0.0017189667270244627 0.00011961354619744632 -0.0027873787248451666 -0.0034309781630815308 0.0018098359581412086 -0.00072091684597205667 -0.0028504184208324101 -0.0018981708662622772 0.0022870728367656054 -0.00032480965584763538 -0.0029024810065800782 0.0020385815216536216 0.0017093762931127525 -0.0028888179737282991 -0.0029971029547430678 0.0024660474254491614 0.0015312230034707471 0.00063194486851433007 -0.0026431321713522912 -0.0025491498906400046 0.00039119090971151101
leaf_weight=4.2894609104841974 0.80002059601247255 6.9695580010302356 6.0274794287979594 3.4260378549806765 7.0128068737685663 187.39232670515776 1.4362283013761024 1.5681824088096608 2.6446448946371675 2.2461739033460617 4.5471048988401872 2.1260842275805762 1.9631582964211691 3.3101801527664048 6.9754837639629841 3.4059287635609508 2.4505403335206211 7.0173150915652514 10.246626423904678 3.1629376327618948 3.2030103970319024 2.5374943297356358 2.7018041806295505 2.1676810435019433 5.1876097135245782 3.839670309796932 6.8520010579377395 5.3662539636716238 3.459340269677341 7.017732122913003
leaf_count=39 8 260 28 115 46 1110 10 5 53 8 23 59 29 18 53 71 86 26 299 74 13 14 74 68 22 26 73 93 46 51
internal_value=0.00017482 -0.000561812 0.00026248 0.000285197 -0.000691468 0.000333175 0.000296644 -0.000884588 -0.00148749 -0.000658347 0.000351119 0.000297444 -0.000813892 -0.000399949 9.35418e-05 -0.00176113 0.000105892 0.00143483 -0.000139319 -0.000432295 -1.4238e-05 -0.00043883 -0.000859813 -0.00184463 0.000370352 0.000317103 -0.000655451 -0.001191 -0.000435277 0.00127306
internal_weight=311.351 33.1109 278.24 275.272 12.8894 262.383 256.355 11.3012 9.73298 7.08833 245.054 233.49 14.3749 12.4117 10.2857 4.84216 9.46335 11.5644 26.1413 21.8519 18.6889 15.4859 12.9484 2.9677 219.115 206.91 19.5173 15.6776 10.3113 12.2053
internal_count=2900 773 2127 2051 247 1804 1776 147 142 89 1629 1580 159 130 71 81 132 49 513 474 400 387 373 76 1421 1348 238 212 119 73
is_linear=0
shrinkage=0.00248748


Tree=321
num_leaves=31
num_cat=0
split_feature=16 6 4 3 17 5 15 16 13 13 2 5 12 2 5 9 17 2 2 5 18 12 5 9 15 15 13 13 13 7
split_gain=3.35664 2.30204 2.14199 2.93101 3.45758 3.94025 2.69104 3.72565 3.31255 2.46956 2.80258 2.36049 2.75484 2.2866 2.15981 2.9198 4.79731 2.27397 5.03495 2.14536 2.12649 3.7543 4.07981 2.19608 2.08262 1.99056 1.86023 3.27683 1.7841 1.73982
threshold=18.594956516900002 15.675366252400002 309.48890441440005 87.114108800950007 199.14656950540004 24.301614351200005 44.34858359035001 22.794946695500006 117.47217800995001 117.99105042915001 94.025623727450025 22.963361893800002 231.43584503760005 317.41815758785003 20.766972852450003 195.07922778810004 188.16174763880002 103.98563613345001 147.87428232835001 21.495293572000005 13.849588037450003 103.44931853055 17.671168838450004 195.51131808980003 32.540328261750005 38.469938489650012 108.61908538635001 107.97116697695002 117.57433941890001 29.973557588500004
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 5 -5 9 8 -8 11 -11 12 14 -7 20 16 19 -17 -19 -16 -2 22 -22 -23 26 -20 27 29 -27 -1
right_child=2 -3 3 4 -6 13 7 -9 -10 10 -12 -13 -14 -15 15 17 -18 18 25 -21 21 23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-4.4900670455535007e-06 0.001377886643101824 -0.0019594757458299607 -0.0024036087059476499 -0.0031587536849127938 0.0007308888742813903 0.00066484521588712714 0.0016159012453121325 0.0016683973715702703 -0.0025327737123029734 0.00050768970530370246 -0.0022031585082138015 0.001462906622131836 0.0021087454615699346 -0.0025069656221222269 0.00026031386395247366 0.00066201536115276021 0.0013509340652785719 -0.0034839334633062296 0.0011374504845545386 -0.002068183916718236 0.00066868849278707337 -0.00067516222749880971 -0.0029454472229217977 0.0011325406376721508 -0.0027103670477774552 -0.0020132954720547078 0.0013755582178027917 -0.003009927984189227 0.00032264280496653656 -0.0025867396890304956
leaf_weight=97.800603043055162 22.710008181631565 4.2728025452233842 3.3625417072325936 3.6561564728617695 18.68780449219048 6.4349696720018965 1.5194926708936671 2.9083979688584805 5.8530577947385609 5.753386225551365 4.0894516576081514 20.524845199659467 6.6497805491089812 1.8296707039698956 5.4811760261654872 6.5495034679770496 18.864058960229158 4.1081318184733417 4.1139889582991591 4.5296457931399345 3.9238395243883124 5.1021542772650745 3.9070830419659615 24.150489440187812 1.8633267623372365 4.6835215706378204 5.5144234597682944 2.3970102891325942 3.6437366157770157 1.6632289122790087
leaf_count=1300 91 197 35 29 102 55 13 12 84 33 74 87 23 26 22 28 73 27 19 27 18 40 31 114 66 32 29 34 16 163
internal_value=0.00018488 -0.000156756 0.000385772 -0.000184895 5.88445e-05 -0.000994695 0.000507647 -0.000731135 -0.00167773 0.000593246 -0.0006186 0.000679095 0.000543239 -3.73474e-05 0.000450097 7.68074e-05 0.000607545 -0.000586644 -0.00108081 -0.000793273 0.000774568 0.000405094 -0.00113451 0.000817247 -8.62441e-05 -0.000287289 -4.07067e-05 -0.000117379 -0.000991165 -4.76703e-05
internal_weight=306.548 113.511 193.037 33.9711 30.6086 11.9208 159.066 10.2809 7.37255 148.785 9.84284 138.942 118.417 8.26464 111.767 51.9738 28.8749 23.0989 16.5494 10.0108 59.7936 37.0836 7.83092 29.2526 109.239 12.4412 107.375 101.861 8.32726 99.4638
internal_count=2900 1789 1111 247 212 110 864 109 97 755 107 648 561 81 538 244 122 122 94 49 294 203 49 154 1592 67 1526 1497 48 1463
is_linear=0
shrinkage=0.00250357


Tree=322
num_leaves=31
num_cat=0
split_feature=16 5 9 6 15 13 8 18 17 7 13 16 10 9 9 16 17 16 9 18 7 16 10 7 5 18 13 10 3 14
split_gain=3.77196 2.38792 2.4624 2.33543 1.91717 2.07485 2.54562 2.25495 2.73994 1.90862 1.7606 3.42891 3.38162 1.78069 1.99272 1.87166 1.67071 3.19814 1.99591 1.58551 2.57076 2.99311 1.52986 3.17637 2.3706 2.3761 2.09155 2.04902 1.51168 2.16419
threshold=18.594956516900002 23.606333875400001 227.14331114760003 15.675366252400002 32.540328261750005 95.870416931800023 2.9476996444500005 17.108018746400003 203.08534335880003 25.451258541350004 108.61908538635001 16.344961778400002 70.343506983200015 210.70699256735003 218.56826805385003 13.534968349350001 211.47438991805004 17.614958808600004 212.89864875025003 15.287416123250003 24.071745547300001 15.444963882950001 82.204984254750016 21.061418062900003 7.7286379265000011 16.118666550000004 81.98184222990001 90.740838818900016 93.168516510700016 384.93581166080008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 28 4 5 6 22 8 10 -10 11 13 -13 15 -15 -7 -9 18 -18 20 -17 -22 23 -1 25 -24 27 -27 -3 -30
right_child=1 2 -4 -5 -6 7 -8 16 9 -11 -12 12 -14 14 -16 19 17 -19 -20 -21 21 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0013723288850522601 0.00054310182388197289 0.0007055041097520908 0.0022346242965610085 -0.0019516468826147463 -0.0026278089228324352 -0.00065053342701300017 -0.0020188816538593331 0.002315498445533051 6.0016803504008991e-05 -0.0022246254071168988 0.0015736521873996041 0.00091945354091016267 -0.0020828334763097318 -0.0026041444100140857 0.00066048419760560736 0.0010036291719195544 0.00072142592790197079 0.002593755771253055 -0.0028912896986415682 0.0015737783044801209 -0.0032804966136762309 0.0006789637339305835 0.0014208644228853558 -0.0022385666548015702 0.0015745107803547681 0.0011826116074181796 -0.0026546441400642439 -0.0024904518505435157 -0.00029582402595776088 -0.002442130581899469
leaf_weight=2.0407770033925834 153.29797167517245 7.4977826215326777 2.4646396785974494 4.1606006824877104 1.7338258489035059 5.7957273102365425 5.9685058826580635 4.5690287426114065 3.7422596756368858 5.114923844113946 5.0062045790255061 3.1860944889485818 7.2915271339006722 2.3078412134200326 2.1202129703015089 11.103489446453752 1.8242337331175806 2.3095910102128983 1.7912352085113523 11.145400442183016 2.1157329985871902 2.4178099147975445 2.8264052458107454 4.8889661189168692 4.9962911913171402 2.7027615150436759 3.2562383804470301 1.3439239156432448 27.49447907181457 3.0884420778602353
leaf_count=14 741 38 9 197 66 99 260 22 41 91 26 24 165 25 19 78 13 9 27 65 29 20 22 118 35 27 128 169 277 46
internal_value=0.000202851 0.000404336 -0.000120326 -0.000166444 -9.33379e-05 -4.93353e-05 -0.000610391 0.000169522 -8.61507e-06 -0.00125934 0.000202432 5.78651e-05 -0.00116988 0.000405479 -0.001041 0.000602085 0.00121089 0.000359082 -0.00106845 0.000873152 0.000373775 -0.00116885 -0.000229233 -0.00117517 0.000204146 -0.000471786 -0.00120429 -3.72306e-05 -0.000272742 -0.000512571
internal_weight=299.603 193.843 40.5453 105.76 101.599 99.8652 28.0239 71.8413 61.3472 8.85718 52.49 47.4838 10.4776 37.0062 4.42805 32.5782 10.4941 5.92506 3.61547 26.7824 15.637 4.53354 22.0554 6.92974 15.1256 10.1293 7.30292 4.04669 38.0807 30.5829
internal_count=2900 1111 370 1789 1592 1526 773 753 682 132 550 524 189 335 44 291 71 49 40 192 127 49 513 132 381 346 324 196 361 323
is_linear=0
shrinkage=0.00243107


Tree=323
num_leaves=31
num_cat=0
split_feature=16 0 4 10 0 16 4 6 10 16 18 12 5 5 15 6 6 7 15 13 13 15 9 2 12 6 16 19 19 7
split_gain=3.29176 2.40565 3.43851 4.57421 2.82707 2.65542 2.69287 5.39382 2.53925 2.51166 2.80353 3.97461 4.94032 2.95151 2.4226 2.31236 2.22832 2.15003 2.10711 2.41692 3.98149 2.0434 2.01103 2.2947 1.92845 2.55728 2.17229 3.05146 2.28898 2.16864
threshold=18.594956516900002 86.530713386650021 248.34582299520005 62.041548276350007 86.280686780500005 22.614947116400003 310.49012963040008 15.925372093750001 61.944763783650011 22.554947256700004 13.809421053700001 103.44931853055 17.671168838450004 21.495293572000005 45.169600924000008 15.675366252400002 16.375382608200002 25.852307279700003 32.540328261750005 108.61908538635001 107.97116697695002 46.422062705750008 195.51131808980003 101.14502893930002 206.66000365515004 13.665319288000001 13.894967507500002 11.950964240300001 10.850875481800001 24.101221167900004
decision_type=2 2 2 2 2 2 2 2 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 16 4 8 6 9 17 -4 10 -3 12 -12 22 -10 18 -2 -8 19 20 24 -5 23 -13 26 29 28 -28 -1 -26
right_child=1 5 3 21 -6 -7 7 -9 14 -11 11 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00057784799214780048 -0.0016821119519742588 0.0018219059399705846 -7.6920111282430298e-06 -0.0046374821814235594 0.001970512434372729 0.0017833214917046224 -0.004503605800171449 0.0010055957095604551 -0.00465338612649349 -0.0012860414526275434 0.00092353123550678639 0.0013797361383203455 -0.0038654067239395616 -0.0017048889510387002 -0.0008138890343855268 -0.002445389735572468 0.00073351747947295422 -0.00042941302147207869 -0.0033122521257653503 0.0018598224097353489 -0.0038179976541066452 -0.00056334869227284276 0.0015682277614806062 -0.0024308123530733783 0.00095781583802357132 0.0019696593339046699 0.0016020654115416026 -0.00057592295589358421 -0.0034207319068530902 -0.00051297073921910321
leaf_weight=6.8947178937960398 3.8508364977315059 22.046250328421593 17.662800940684981 3.522656735032796 4.7483937069773665 20.016962945461273 3.5024585127830488 6.9059667885303497 2.4462260156869879 5.180273324251174 4.0678550377488119 3.175835780799388 4.0203410908579826 3.6245075426995745 4.1754883686080575 4.1395500483922651 51.806834974326193 1.8622302785515783 1.89638141542673 5.8500204924494019 2.7261104397475711 1.7196211619302628 26.707388296723366 2.7834942452609539 15.396762010641394 7.8837117347866288 7.5582312485203138 30.020803164690733 4.3266535545699298 24.200403254944831
leaf_count=230 25 82 124 36 16 86 38 33 21 26 18 13 32 25 57 197 273 14 66 29 34 36 124 32 153 51 47 339 160 483
internal_value=0.000222269 0.000463126 9.62714e-05 -0.000667122 -0.000191531 0.000780685 0.000541408 -0.000784697 -0.00061428 0.000768655 0.000928892 0.000485272 -0.00145687 0.000918116 -0.00223229 -0.000198716 0.000566385 -0.00308934 -0.000111598 -5.3713e-05 -0.000166777 -0.00330105 0.00120915 -0.000400101 -6.33967e-05 0.000376181 -0.000491088 -0.000137866 -0.00167399 5.89225e-05
internal_weight=304.72 193.826 89.9329 34.2752 29.0329 103.894 83.8766 12.2707 24.2845 71.6059 66.4257 44.3794 8.0882 36.2912 6.62171 110.893 55.6577 5.36469 106.754 104.857 99.0074 5.24228 32.6667 5.95933 96.2813 47.4809 48.8004 37.579 11.2214 39.5972
internal_count=2900 1111 588 290 218 523 437 85 202 352 326 244 50 194 78 1789 298 52 1592 1526 1497 72 169 45 1463 687 776 386 390 636
is_linear=0
shrinkage=0.00306373


Tree=324
num_leaves=31
num_cat=0
split_feature=6 6 0 5 13 5 5 7 10 8 7 5 15 12 12 7 10 10 16 9 16 6 13 7 7 7 6 7 15 15
split_gain=0.622938 2.23689 1.14896 1.13399 1.39701 1.02991 1.28402 1.23073 1.05757 1.52632 1.19898 1.59328 1.96777 1.22911 1.02471 0.955088 1.02738 1.99364 1.066 1.14968 0.920832 0.90184 1.44121 0.92326 1.0649 0.897507 0.896906 1.22617 0.868718 1.31254
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.222050829800004 104.02719889955002 20.950952025950006 23.234643166550004 19.975862989550006 67.649671936450019 8.3434888241000014 22.969987962250006 15.299679811400003 32.706399462450001 144.78335471795 161.55002974485004 23.608704471050004 71.464594023550021 75.922057603850007 17.654958715000003 219.79476616820003 11.934972090850001 11.125259939900001 99.739108181550009 24.101221167900004 25.658442496500005 26.153845577000002 7.305170684150001 22.372035319250003 20.310401204950004 20.044580420600003
decision_type=2 2 2 2 2 2 2 2 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 14 7 -7 -1 9 -9 13 15 -13 -10 -5 -12 -17 -18 19 21 -15 22 23 -19 -25 -26 27 -22 29 -27
right_child=1 2 -4 4 -6 6 -8 8 10 -11 11 12 -14 20 -16 16 17 18 -20 -21 26 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.02475816055966279 0.021469918922919263 0.023606696897035363 -0.018949919237072475 -0.037988436969831341 0.0013609263074208021 -0.037537420750982868 -0.00088379529695917062 -0.040905008774460919 -0.020529880116250437 0.0037629811219539754 -0.035284303808267747 -0.034568181404421409 0.013197923635305621 -0.0057493041625544432 0.00058432451458609704 0.031644313116361039 -0.035360242762547026 0.020645066890457107 0.022782504095783411 -0.023417560203319525 -0.012962111671831466 0.0072725581378896295 -0.041221587010153951 -0.023887950317086827 0.020480579224935673 -0.0052535987817879911 0.032516613927430833 0.023571527312322867 -0.032877371900707365 0.034481874584035781
leaf_weight=1.6396745657548297 5.0274349972605696 2.0621839240193358 2.6066019404679528 1.4448060540016734 171.33175402169582 1.6403230996802443 1.8780561834573744 1.4914740652311587 1.1217582353856395 1.3220372982323167 0.72965861321426828 2.8599641520995642 1.0917265657335518 1.7898397140670566 1.1201137523166833 0.89860294573008914 1.4892432340420807 1.5092006602790284 1.8488098923116911 1.9415007815696288 1.4003426646813752 11.09966442058794 0.90053180092945773 2.1359716200968242 1.5930262252222736 7.2574116201139951 2.5746533200144768 2.1094433655962348 0.87200767360627729 0.85086074797436584
leaf_count=22 34 11 36 26 1426 43 23 35 39 10 38 85 13 36 33 4 37 21 16 83 33 150 30 97 37 409 11 20 37 5
internal_value=0.00071788 0.00155869 0.000998093 0.0012936 0.00102899 -0.00213833 -0.0179723 -0.00103576 -0.00190088 -0.019916 -0.000800785 -0.00320582 -0.0213719 0.00911185 -0.0211435 -0.00103877 -0.000267475 -0.00117788 0.000518478 -0.00094323 0.0133346 0.000721001 -0.00408884 -0.00173703 -0.00439486 -0.00045695 0.0189484 0.00899525 -0.00417109 -0.00108386
internal_weight=237.639 183.593 178.565 175.959 173.897 54.0458 3.51838 50.5274 48.8877 2.81351 46.0742 37.0782 3.95169 8.99604 2.56492 33.1265 32.3968 31.4982 30.009 28.1602 7.87428 26.2187 15.119 14.2185 12.7093 10.5733 6.08444 3.50979 8.98028 8.10827
internal_count=2900 1566 1532 1496 1485 1334 66 1268 1246 45 1201 1062 98 139 59 964 926 922 885 869 100 786 636 606 585 488 64 53 451 414
is_linear=0
shrinkage=0.0302676


Tree=325
num_leaves=31
num_cat=0
split_feature=6 6 10 13 0 0 7 17 12 16 15 7 2 17 2 7 18 4 12 19 7 6 18 15 16 0 3 19 17 5
split_gain=0.545115 1.73237 0.955707 0.786126 0.778513 1.33507 1.22494 2.39435 1.68362 1.24511 1.17644 1.12201 3.37504 2.75331 3.5887 3.28298 2.27773 2.15369 1.90147 1.85488 2.54557 1.51034 2.40087 2.45964 3.20424 3.28721 2.70376 2.98643 2.50579 2.09782
threshold=13.075305502400001 12.595294287050001 67.316303128300021 73.376087754350024 85.716110573100011 85.694602908050015 22.580174331950005 189.37128582595003 98.870599058600007 22.714946882600003 37.80636766060001 23.124786352450005 108.54085696455002 191.06791329340004 128.59294673040003 22.862300195000003 13.24392582145 181.76113425110003 98.870599058600007 14.651182102100002 23.147601011700004 16.465384711100004 13.482409244300003 43.376643616500012 22.604947139800004 89.057864029250013 88.727183679150016 14.051133688400002 203.77077094980004 22.963361893800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 7 8 -6 11 -10 12 17 14 -14 -15 -16 18 -8 20 -13 22 -22 24 25 -24 27 -27 -25 -23
right_child=4 -3 3 -5 6 -7 9 -9 10 -11 -12 19 13 15 16 -17 -18 -19 -20 -21 21 29 23 28 -26 26 -28 -29 -30 -31
leaf_value=-0.015622304471246472 -0.0012289411953542648 -0.028305517815814536 -0.027238756789870498 0.00037343554045571981 -0.012639138492052494 -0.027254138370713232 0.0096853233934666421 0.022839820651025654 0.01632394481778076 0.017370270796374581 -0.0040748902623313496 0.025803496222307983 -0.02879299614525534 -0.003215601025990251 -0.0073261795293026073 -0.042739491707701402 0.020742703332905885 0.02016506674129049 -0.01564104661017519 0.019052418091740006 0.01594194066114013 -0.01636233491873915 -0.017354298889625881 -0.029968263943210862 0.017565287589519162 0.0015133840549501772 0.016217248718366536 -0.021452511564458984 0.0054196871729340059 0.0050400462933904346
leaf_weight=2.6616772518027565 35.941955675254576 1.5228241798467923 0.66249209857778524 40.212365501443855 3.4478288404643553 1.290716329589485 4.0973516181111354 5.0430677346885195 4.6911794529296458 2.9280703328549853 2.8868702370673418 2.6160978255793443 2.6490003466606122 2.3134749177843323 4.0564062241464853 3.1200041370466352 3.3257219754159451 4.4424992874264717 3.4530611522495747 3.8701225742697707 7.006062140222638 7.1387440897524339 6.2238819780759504 3.198157354258 7.3225186057388774 50.962793291313574 7.2709379717707625 3.8494911761954418 2.0922715365886688 4.8696992266923189
leaf_count=47 563 44 145 992 20 12 19 23 36 17 16 9 17 14 39 29 14 17 21 16 32 51 38 34 40 471 38 36 16 34
internal_value=0.000539692 -0.00194665 -0.00102466 -7.40977e-05 0.001129 -0.00213114 0.00192301 0.00848967 0.00192613 0.0011517 0.00855298 0.000796985 -0.00373431 -0.0114968 -0.00368913 -0.0259109 0.00531913 0.0062752 -0.00189729 0.0019661 0.00132128 0.000680386 0.00182263 0.000600184 0.0017595 6.51254e-05 0.00181143 -9.9521e-05 -0.015973 -0.00768318
internal_weight=235.167 45.0594 43.5365 40.8749 190.108 37.2327 152.875 16.0689 11.0259 136.806 7.57805 133.878 27.4575 15.4646 10.0311 5.43348 7.38213 11.9929 7.55041 106.421 102.551 99.9346 87.9261 80.9201 75.6296 68.3071 62.0832 54.8123 5.29043 12.0084
internal_count=2900 1228 1184 1137 1672 575 1097 95 72 1002 52 985 170 113 70 43 53 57 40 815 799 790 705 673 623 583 545 507 50 85
is_linear=0
shrinkage=0.0251418


Tree=326
num_leaves=31
num_cat=0
split_feature=16 6 15 13 13 12 16 19 6 19 16 18 7 16 15 16 16 19 3 0 16 13 3 16 19 13 15 5 5 5
split_gain=2.86062 2.27149 2.08152 2.18403 3.54027 1.83982 2.76048 3.18776 2.79891 2.52302 2.51599 3.10434 2.49565 2.46615 2.50655 2.33034 2.61029 1.99964 1.72313 4.63915 3.84893 4.6515 5.15599 4.58749 4.90164 2.96992 2.68617 2.13725 2.0182 2.00458
threshold=18.594956516900002 15.675366252400002 32.540328261750005 108.61908538635001 107.97116697695002 206.66000365515004 13.894967507500002 11.950964240300001 14.185331438000002 12.651020723000002 15.474963812800002 16.647829787700001 26.302865891850004 17.654958715000003 20.310401204950004 16.294961895300002 11.934972090850001 10.850875481800001 83.511574906150017 94.047642319350018 19.214955067100004 112.82921081865001 89.227236891450005 19.974953289850003 13.851117550450002 113.92610173585001 27.288673764350005 20.206488238950005 19.915533535850003 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=1 2 3 4 5 6 17 -8 10 -10 11 -9 15 14 -14 16 -7 -1 -2 20 28 23 -23 24 -22 -24 -21 -27 -20 -29
right_child=18 -3 -4 -5 -6 12 7 8 9 -11 -12 -13 13 -15 -16 -17 -18 -19 19 26 21 22 25 -25 -26 27 -28 29 -30 -31
leaf_value=-0.00072350083820384734 0.0018193933521583048 -0.0022582400630436301 -0.003133358879794281 0.0017053238895082456 -0.0035155685908779288 -0.00068262663151975585 0.0016669215201312476 -0.0039504263690537918 0.0018674495814680549 -0.0011197298282360007 -0.00046839768634096963 0.0010248217481403689 -0.00033271747557393207 0.0027159121617773567 -0.0033332314257547928 -0.0013622147477517911 0.001587713948744217 -0.0032604110333095309 0.002730196441751616 0.0011881741137183305 -0.0021198800601406687 0.0023450254284034301 -0.0025373217695408385 -0.0039021843289522655 0.0021394572495771137 0.0016019923294947418 -0.002369932896720368 -0.00075949592627632767 0.00040404372194140898 0.00041263770923601561
leaf_weight=6.5525019248016161 6.9632986038923255 4.2783337750006458 1.8697474845685054 5.641911366954445 2.5561797730624667 5.3143150894902709 7.1352046048268667 4.3207737677730682 6.3843985050916654 3.7826674841344357 14.589314921759067 1.3933175001293419 9.7862061987398175 1.6482243873178948 3.0734239635057738 3.5589947025291613 21.329200987704098 4.3382917186245322 9.0764369107782823 2.3101816400885564 4.9922578874975425 11.515266152098773 2.9819640740752211 4.0061582699418059 4.1620937995612621 11.136728480458258 7.8029987309128046 13.912605095654724 4.7853879951871923 103.01565551757812
leaf_count=230 31 197 66 29 34 106 47 60 29 34 200 16 283 8 67 74 149 160 31 11 34 51 16 39 14 47 79 74 42 642
internal_value=0.00018777 -0.00018874 -0.000103007 -4.71325e-05 -0.000150379 -5.80894e-05 -0.000449087 -7.6951e-05 -0.00048531 0.000756066 -0.00110694 -0.00273727 0.000366018 -0.000622011 -0.00104983 0.000840621 0.00113487 -0.00173407 0.000404712 0.000349893 0.00046362 0.000333341 0.000485542 -0.00131538 -0.000183341 0.000322147 -0.00155714 0.000388729 0.00192716 0.000273172
internal_weight=294.214 107.553 103.275 101.405 95.763 93.2068 48.4965 37.6057 30.4705 10.1671 20.3034 5.71409 44.7104 14.5079 12.8596 30.2025 26.6435 10.8908 186.661 179.698 169.585 155.723 142.562 13.1605 9.15435 131.047 10.1132 128.065 13.8618 116.928
internal_count=2900 1789 1592 1526 1497 1463 776 386 339 63 276 76 687 358 350 329 255 390 1111 1080 990 917 830 87 48 779 90 763 73 716
is_linear=0
shrinkage=0.00289842


Tree=327
num_leaves=31
num_cat=0
split_feature=6 13 18 9 17 17 5 7 3 17 6 8 2 19 6 2 17 8 14 6 17 15 16 8 19 0 13 10 2 6
split_gain=0.552842 0.892651 1.11133 1.30718 1.13186 1.08162 2.34141 1.03802 1.34981 1.61889 1.00416 0.981318 2.05918 1.75526 1.24352 1.20999 3.1187 1.49394 1.128 2.39749 2.00333 1.73806 1.71873 1.89956 2.19375 1.45312 1.75992 3.88058 2.60098 1.76956
threshold=22.585527707250005 119.04223755815001 11.639306137250001 60.983947735000008 161.95900874150001 163.42986744615004 32.00428233840001 19.041006859700005 98.609955766700025 162.23740955610003 18.155424198600006 8.8430989333000021 71.847610775600018 14.451165964200003 16.770391837550005 59.615984903700003 181.49225329600003 8.7431769115000026 241.54317565595002 16.515385879350003 197.84582410835003 42.385947950200006 22.674946976100003 8.6432548896500023 14.651182102100002 86.001087134900004 117.55283175385001 62.106071271500007 199.66651340635002 15.925372093750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 10 -10 11 14 -13 -14 15 16 -9 18 -17 22 21 -21 23 24 25 -20 27 -27 -28 -29
right_child=-2 5 4 -5 7 6 -8 8 9 -11 -12 12 13 -15 -16 17 -18 -19 19 20 -22 -23 -24 -25 -26 26 28 29 -30 -31
leaf_value=0.029088212760615878 0.015416425600234172 0.016356842693846938 -0.022482997990221375 -0.034791410778896859 0.012382137020107336 -0.028509724005710158 0.016940326280501388 0.010422760131956244 0.031825095445165305 -0.031340277969182422 0.017179816953274571 0.014195469889053985 -0.0037491145438808544 -0.034334650592787695 0.023371954938081686 0.0031810138871523042 -0.027617760399622094 0.014051660581483721 -0.018068852781223829 -0.0090810799352774394 0.0054537345784244568 -0.041992672381977326 0.016514447238128335 -0.020789839665349436 0.024560096118646495 -0.036960469631898502 0.027635933865470422 -0.0021826012328093093 -0.00061712198005130421 0.010880583299634809
leaf_weight=0.30629545636474986 1.9244991913437832 0.94260093476623197 1.5856815521838132 1.2781553161330519 6.0804980841930947 3.2761419434100389 1.1924888095818458 2.9984244250226757 0.37625252176076118 1.8605580455623565 2.9082025233656159 2.1933217719197255 3.2544404808431864 2.6062588524073362 1.9195345579646517 86.614478711853735 3.7305150656029582 6.8501759292557827 3.592954952036961 2.3525765873491755 2.1977206245064735 2.6115800377447158 4.6462464600335798 3.5256635071709743 2.7185666300356379 2.3155062766745678 4.1643570289015752 58.555972014088184 6.33896878734231 9.2637246474623662
leaf_count=2 8 13 122 95 53 68 7 19 2 105 16 9 35 25 10 723 39 42 78 16 15 38 40 35 10 24 14 1154 37 46
internal_value=0.000592369 0.000469536 0.000735458 -0.0224426 0.000898488 -0.0106783 -0.016381 0.00106424 0.000747977 -0.0207153 0.000970903 0.000749022 -0.00875973 -0.0173505 0.0011237 0.000912785 -0.0106669 0.00131084 0.000848809 -0.00112611 -0.0166221 -0.0263955 4.06012e-05 -0.000805389 4.94369e-06 -0.000787573 -1.75825e-05 -0.00160535 0.0105846 -0.000398256
internal_weight=234.182 232.258 226.847 1.58445 225.262 5.41123 4.46863 223.676 217.596 2.23681 215.359 212.451 8.05402 5.8607 204.397 202.477 6.72894 195.748 188.898 102.284 7.16188 4.96416 95.122 90.4757 86.9501 84.2315 80.6385 70.1352 10.5033 67.8197
internal_count=2900 2892 2804 97 2707 88 75 2585 2532 107 2425 2409 69 60 2340 2330 58 2272 2230 1507 69 54 1438 1398 1363 1353 1275 1224 51 1200
is_linear=0
shrinkage=0.0277726


Tree=328
num_leaves=31
num_cat=0
split_feature=16 6 0 4 10 0 10 16 6 5 6 5 10 17 13 0 15 14 0 18 16 15 5 17 2 12 13 13 3 5
split_gain=3.90675 2.43944 1.9978 3.07021 4.24419 2.70732 2.60052 6.25667 3.76076 2.82275 2.7987 2.61052 2.56358 2.50932 2.39754 5.4967 3.62618 2.28355 2.05884 2.99296 5.83009 1.973 1.9801 2.22188 2.06505 2.32123 3.25163 2.94823 2.27122 2.34404
threshold=18.594956516900002 15.675366252400002 86.530713386650021 248.34582299520005 62.041548276350007 86.280686780500005 66.697957758300021 19.974953289850003 16.455384477450004 22.334016245700003 15.785368822600002 20.717225865800003 61.944763783650011 192.34053301495001 109.41218053485001 96.249489528150022 27.288673764350005 271.76753865565007 90.337570099350003 13.713893333650001 22.604947139800004 32.540328261750005 11.848158554650002 189.37128582595003 323.30468295165002 236.87735968945 108.61908538635001 107.97116697695002 76.220476456350013 13.999568943650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 -2 5 12 8 11 10 -10 -4 14 -5 -14 15 16 -8 -9 19 -12 -21 22 23 -1 25 26 27 28 -24 -30
right_child=2 -3 6 4 -6 -7 7 17 9 -11 18 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0015004739813666609 0.00043358733320671508 -0.0017404609206763775 0.00041797906939897709 7.245782770160871e-05 -0.0021971493893357752 0.0014309220710054078 0.00078790455897817329 -0.0030580901692910871 -0.00085263104877554867 0.0013938075657579582 0.0017448873975981481 -0.0012556877179491629 -0.0029767389287058267 -0.00029018259893131979 0.0011803876064983793 0.00174842213859388 -0.0021022539292112671 -0.00025028737931433528 0.002342321825265942 -0.0015951151008285413 0.0018107646223171332 -0.0023420824392965758 -0.0024295539667327608 -0.00014486311813988924 -0.0016037967119230043 0.00083017591798258941 0.001633179372044667 -0.0026364968547615236 0.00082344166172039544 -0.00027886236273555047
leaf_weight=8.1224682531319576 58.102542841807008 4.3576744361780575 18.62414151802659 17.853965336456902 5.2100769225507966 4.800208017230033 3.2341227382421476 3.5207004919648162 9.2979913204908353 3.7099975422024718 15.015875399112703 3.7113321218639603 3.0222067292779675 3.6257505267858505 18.804173402488232 5.3088618218898764 5.6601718701422215 2.2513869181275368 9.2852183952927572 4.5567994043230993 4.9944066926836967 1.7964923973195244 1.8745416188612569 19.478547421051189 3.1187734520062795 20.522312063723803 5.0920133106410495 2.235871445387601 12.46556802280247 34.344778331462294
leaf_count=310 298 197 85 124 72 16 14 30 49 13 49 34 49 29 67 21 65 18 33 23 22 66 55 457 46 147 20 32 94 365
internal_value=0.000180056 -0.000142949 0.000362675 0.000128048 -0.000386338 -6.43662e-05 0.000563924 0.000144432 0.00083612 -0.000211926 0.00109591 0.000475702 -0.00035731 -0.00151151 0.000670379 -4.84448e-06 -0.00105134 -0.00196291 0.00146888 0.00113876 0.000185848 -7.91127e-05 -4.12086e-05 -0.000543794 0.000132943 0.000203715 -2.58119e-05 -0.000191709 -7.94312e-05 1.46806e-05
internal_weight=313.999 113.409 200.59 92.6148 34.5122 29.3021 107.975 42.4907 65.4844 13.008 52.4764 36.7187 24.5019 6.64796 33.0073 14.2032 8.89429 5.77209 33.8523 24.5671 9.55121 109.051 107.255 27.601 79.6539 76.5351 56.0128 50.9208 48.6849 46.8103
internal_count=2900 1789 1111 588 290 218 523 249 274 62 212 201 202 78 167 100 79 48 127 94 45 1592 1526 767 759 713 566 546 514 459
is_linear=0
shrinkage=0.00217738


Tree=329
num_leaves=31
num_cat=0
split_feature=13 15 0 9 6 6 4 10 12 0 10 17 17 17 9 5 6 8 10 5 15 7 7 0 16 13 13 15 2 4
split_gain=2.04737 2.86619 2.59289 2.57267 2.40665 3.01599 2.33361 3.54783 2.55169 2.57146 2.45255 2.41024 2.2565 5.79895 4.2802 5.18644 2.84478 2.42534 3.56605 3.05537 3.06746 4.05252 2.81795 1.89314 1.79359 2.71102 3.0848 1.72388 1.71816 2.74787
threshold=109.57886493895002 36.168474401900006 86.530713386650021 188.53841931785004 16.375382608200002 16.285380505300001 248.34582299520005 62.041548276350007 197.02116758845003 86.280686780500005 61.944763783650011 192.34053301495001 187.45953903175004 186.34046889365004 190.58777288605003 21.893521430150003 16.445384243750002 8.3434888241000014 61.917879202350001 21.324133279950001 42.914654887700003 21.118786167550002 22.343045670750005 86.036037090600004 19.214955067100004 109.34496908160001 108.84491586935002 27.288673764350005 341.79242736145005 310.49012963040008
decision_type=2 2 2 2 2 2 2 2 2 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 5 -2 12 8 -8 10 -10 -12 13 16 -14 -16 -6 18 22 -19 21 -21 27 -9 25 26 -1 -18 29 -5
right_child=2 -3 3 28 6 -7 7 23 9 -11 11 -13 14 -15 15 -17 17 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9041475409325408e-05 -9.5864025965293964e-05 -0.0036479800857313394 0.0025790228781271511 0.00080741052746719107 0.0034751511054482674 -0.0044302845327918415 -0.0036160929293954903 -0.00031748737332345367 0.00042164870078178113 0.0025314092199759282 -0.0043094617433795833 -0.00025922800542868828 0.0025301141408271793 -0.004846320465079804 -0.0027938676578826518 0.0012444886720312264 -0.00024685765690600275 0.0030343061418910237 -0.0057658245533899642 0.00085178276234752304 0.0024713949294295793 -0.0042742724389307112 0.0037822537677914226 -0.0045371996085472339 -0.0020395369662644528 0.0021314420496009552 -0.0037288176280813453 -0.0047940552174005795 0.0023237383165206991 -0.0007496959434404398
leaf_weight=102.5658374823397 3.9217327143996945 2.1521355863660565 7.0601733997464171 54.665882810950279 2.4952860507182839 2.4883309355936944 1.7845999104902208 1.5609450535848726 15.212297612568369 3.7887043058872214 2.3826887304894617 3.3556364066898823 12.369490452110769 2.2180469688028088 4.2549029216170302 10.356941523030398 2.5996416769921811 3.884697087109088 1.4738316680304704 3.1863184543326479 2.6829880122095346 2.7035167291760445 1.2071692645549772 2.8476169221103191 4.1854879520833483 5.4518322851508847 2.1706158537417641 1.1361860299948601 5.2868467718362799 13.377918396145104
leaf_count=1644 34 49 27 241 9 30 26 33 127 12 47 27 41 16 26 45 88 12 22 32 10 26 3 26 32 30 39 36 24 86
internal_value=0.000186645 -0.00012713 0.00040389 0.0008036 3.83756e-05 -0.00177845 0.000181268 -0.000484993 -5.98046e-05 0.000196732 -0.00022547 -0.00194098 0.000588812 -0.000106921 0.00119704 6.85376e-05 0.000385002 -2.35318e-05 -0.00156163 0.000768738 -0.000257884 -0.00150115 -0.000308084 -0.00304312 -6.08796e-05 1.42795e-05 -9.59249e-05 -0.00162981 0.000632664 0.000501272
internal_weight=284.828 116.526 168.302 80.3908 87.9116 6.41006 81.5015 30.9325 26.5239 24.7393 20.9506 5.73833 50.569 23.5877 26.9813 14.6118 21.3696 18.8743 6.41683 12.4575 8.57282 5.88984 4.943 4.40856 114.374 110.188 104.736 3.73583 73.3306 68.0438
internal_count=2900 1794 1106 378 728 64 664 298 239 213 201 74 366 254 112 71 238 229 149 80 68 58 127 59 1745 1713 1683 124 351 327
is_linear=0
shrinkage=0.00307948


Tree=330
num_leaves=31
num_cat=0
split_feature=13 12 5 13 9 16 19 18 7 14 0 2 8 10 0 18 9 19 5 0 7 10 3 7 15 5 0 13 16 10
split_gain=1.64923 2.33051 3.88613 1.95477 2.93865 2.21464 1.79727 1.50793 2.64749 2.67229 2.65657 2.06063 1.70268 1.49742 1.90805 2.64201 2.11686 1.79202 1.60074 3.36366 2.36701 1.81944 4.68966 1.86147 3.0528 3.11037 2.27496 3.91815 1.73117 2.7223
threshold=95.99139754765001 216.11788648010003 2.7861270712500006 96.429616222950017 38.136666659400014 12.644970430600003 11.350915826550002 14.708525021850003 24.101221167900004 315.57679249195007 109.87728379140002 285.16564649850005 2.6479335789000005 80.288113607700012 98.615332683000005 17.327266398450003 191.87997069285004 12.050972309250001 16.069922422900003 95.590817286200021 20.778835947700006 70.182199495350019 84.968719212850019 23.699538637550003 23.969938375100003 18.895511665650005 96.055920542800024 108.61908538635001 18.714956236300004 75.465019721650009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 -6 -3 -9 -10 -11 -12 -13 14 18 16 -16 -15 19 20 -7 -20 23 -23 -25 26 27 -26 29 -28
right_child=3 7 -4 4 5 13 -8 8 9 10 11 12 -14 17 15 -17 -18 -19 21 -21 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.0013146505084778736 0.00285019609399906 -0.0030076036160444387 -0.0036150897249917118 -0.0040088969221234545 -0.0038686988573841197 0.0021137485351709938 0.0014766440772403919 0.0023351218568229315 0.0028029590723558191 -0.0037597613812003117 -0.003624731397156581 0.0018651449771752762 -0.0036096125910119693 0.002794167830965043 0.0013918098713392403 0.0015104664368708423 -0.0024115062926604006 -0.00052183520456231273 0.00039502692344871993 0.0022553110156024406 -0.0041526773330296555 0.0022530590858403964 -0.0032365233611873585 -0.002980747413530712 -0.0026790448022609823 -0.0030206813837427631 -0.0010770463810448648 0.0023109966995006094 0.0037748218267638248 0.0031936840328876046
leaf_weight=2.6156286171171832 3.2477827584370962 1.6494738128967608 5.766736835706979 1.8262342778034497 2.5399589911103244 1.0856643468141549 0.98130490910261858 5.2347025014460113 2.1921949451789251 3.2605476914904994 1.3893777626799417 4.0891069050412625 0.75770635239314277 5.5625646561384183 2.0071612298488608 3.7958729751408091 9.1720537552610022 2.7359649715945125 171.387291142717 11.212121276184915 1.8078437307849524 3.9094141982495811 5.6814869593363246 3.8498623669147518 4.3059182995930376 2.7770117055624715 3.7320474926382285 3.0074148327112198 3.4097389578819275 3.0540312677621841
leaf_count=77 22 39 297 70 68 5 19 37 20 95 95 85 39 30 17 25 143 37 1242 60 51 19 98 29 53 54 36 12 13 13
internal_value=0.000179935 -0.000608579 -0.00207682 0.000264585 0.000230703 0.000262174 -0.00237906 5.40613e-05 0.000352469 -0.000535431 -0.00130605 -2.31504e-05 0.00100927 0.000300528 0.000250906 -0.000907597 -0.00172864 0.00170091 0.000330045 0.00142314 -0.00180147 0.000254873 -0.000457335 0.000105677 -0.000242143 0.000277583 0.000800699 -0.000627022 0.00182479 0.000844968
internal_weight=278.044 26.9555 8.38237 251.089 247.841 246.015 3.52126 18.5731 16.9236 11.6889 9.49674 6.23619 4.84681 242.493 234.195 14.9751 11.1792 8.29853 219.22 14.1056 2.89351 205.114 33.7269 28.0454 24.136 20.2862 17.5092 7.31333 10.1958 6.78608
internal_count=2900 784 374 2116 2094 2024 87 410 371 334 314 219 124 1937 1870 185 160 67 1685 116 56 1569 327 229 210 181 127 65 62 49
is_linear=0
shrinkage=0.00335456


Tree=331
num_leaves=31
num_cat=0
split_feature=3 16 16 16 9 15 18 10 4 5 16 7 5 16 19 9 0 13 3 10 5 5 9 0 9 13 10 5 14 0
split_gain=0.551567 0.98304 0.547353 1.46826 3.27367 1.53025 1.39888 3.04865 1.63283 3.2631 1.76959 1.52404 2.14695 1.39289 1.47289 3.53796 2.71947 1.94038 2.37038 1.35936 2.7058 1.74498 3.04564 1.44164 1.51251 2.19685 1.31602 1.2493 1.95363 1.92157
threshold=108.48197402175002 21.084950694200003 18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 15.042884401850001 70.182199495350019 309.48890441440005 21.964328598750004 22.604947139800004 23.124786352450005 31.302824910800002 19.214955067100004 13.751109481500002 70.238863950400017 93.262612545250008 112.82921081865001 89.227236891450005 65.630639880500027 20.206488238950005 21.042547594650003 197.19111486365003 86.530713386650021 186.67271206880002 117.56358558635002 62.175971182900007 22.852794041600003 185.55247316590001 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 10 -10 12 -11 -4 15 -15 17 -16 -19 20 -20 22 -22 24 25 -23 27 28 -26 -30
right_child=1 -3 6 4 -6 -7 -8 -9 9 11 -12 -13 -14 14 16 -17 -18 18 19 -21 21 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00026630024501980097 -0.029639286792529546 0.01760461968669657 0.013280032751160931 0.021023722649238283 -0.036749063449302455 -0.030459071423750095 0.011755252059940807 -0.024040201045025203 -0.041288468614780235 -0.03780842149499266 -0.0065131231326136874 0.0045294213834315708 0.0042646018562223723 0.013522740630703071 -0.015878416045211566 -0.031441512119286294 0.026863545447908765 0.021361303956067213 0.018270030179690037 -0.014280633636405726 0.00042677461831901046 -0.0093126312086415624 -0.032418036461944764 0.0099424700027464612 0.0043276251840707802 0.017258650152889313 0.013367854716543479 0.00051004610295636956 -0.027030584608058458 -0.0011071837626088525
leaf_weight=73.293391789949965 1.190675240010022 0.50951816514134396 9.9224507343023998 1.1566997938789421 2.5385553129017353 1.3371947358828027 10.584850417450069 3.8240741482004514 2.7040479071438339 1.8463305770419567 2.1110222190618515 14.522686799988149 2.1005598111078143 2.5115511491894713 4.6714266166090956 3.2552851811051369 3.7057306468486777 5.3249611705541602 8.05800569988787 4.0594670102000228 7.400207653641699 3.6385830966755739 3.3105021174997091 16.514563508331776 4.8459605388343325 8.2063529873266798 3.7757199574261895 18.885637047234923 6.4202049896121007 3.6243473514914513
leaf_count=1572 124 3 52 21 74 57 69 60 29 41 16 109 17 10 34 35 14 30 37 20 39 24 23 77 25 39 21 161 51 16
internal_value=0.000672386 -0.0154811 0.000789678 -0.00115138 -0.0186649 -0.000284222 0.00176536 0.00103731 0.00171544 -0.00517357 -0.0260423 0.000266957 -0.0154169 0.00307333 0.0021374 -0.0118588 0.0029253 0.00202686 0.00291607 0.00180923 0.00258056 0.00093057 -0.00972501 0.00266212 0.00022812 0.00909636 -0.00256918 -0.00435072 -0.0105156 -0.0176767
internal_weight=235.851 1.70019 234.15 78.3258 3.69526 74.6306 155.825 145.24 141.416 23.2846 4.81507 18.4696 3.94689 118.131 108.209 5.76684 102.442 98.7359 94.0645 88.7396 84.6801 76.6221 10.7107 65.9114 49.3968 11.8449 37.5519 33.7761 14.8905 10.0446
internal_count=2900 127 2773 1724 95 1629 1049 980 920 212 45 167 58 708 656 45 611 597 563 533 513 476 62 414 337 63 274 253 92 67
is_linear=0
shrinkage=0.0284635


Tree=332
num_leaves=31
num_cat=0
split_feature=6 6 0 9 0 17 9 2 0 2 6 5 6 16 10 0 5 5 5 18 9 5 7 5 5 5 5 15 9 8
split_gain=3.29315 4.6635 3.53827 3.44683 4.83704 5.08347 3.89766 3.57649 3.20755 4.56594 2.41218 4.15427 2.40322 3.1875 5.97215 4.46867 3.16876 3.13245 2.32855 2.22485 2.93014 2.18637 2.15336 2.08024 2.86267 4.43234 2.20895 2.11084 2.07864 3.15953
threshold=13.665319288000001 13.775321858200002 93.972365491700018 206.50942114985003 94.964406541850011 192.15389660515004 213.24207352880003 159.92742394165003 86.530713386650021 317.41815758785003 16.455384477450004 22.443872254700004 16.245379570700006 19.214955067100004 65.727424373200009 92.031298721500022 18.092020786850004 22.694406402050003 20.361635946650004 14.752187928300001 201.2906445504 21.005083245250002 23.477153707700001 20.950952025950006 18.725555412050003 15.299679811400003 23.234643166550004 32.188927121800006 66.290220196950017 5.9453602998000008
decision_type=2 2 2 2 2 2 2 2 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 8 4 5 -4 -5 -8 9 18 12 22 13 -10 17 -16 -17 -15 -3 20 -6 -20 -12 24 25 -1 -25 -27 -23 -30
right_child=1 2 3 6 19 -7 7 -9 10 -11 11 -13 -14 14 15 16 -18 -19 21 -21 -22 28 -24 26 -26 27 -28 -29 29 -31
leaf_value=-8.2778160324658239e-05 0.0019867040857124139 0.0017767061917398578 0.00096693268905255752 -0.0026522621746136173 -0.0014215823093472577 -0.002991618741753738 0.0011022339758126672 -0.002133795949267406 0.0016457311213037003 -0.0029680324864916115 -0.00020902614922127169 0.0016040254451904123 0.0014940181207788734 0.0013662422202442271 -0.0026117434048768011 0.0012523151665748843 -0.0013418719724657996 -0.00087200159337770143 -0.0013713460000629508 0.001490262872022876 0.0013852620833381547 0.0013923413470340743 -0.0024375092871410436 -0.0030580151792673114 0.001051282344967077 -0.0024869260842914002 -0.00017323733799543827 0.00044226145164301617 -0.001247041847452304 0.00023022414943369302
leaf_weight=66.835250606760383 8.2551278062164766 4.452540378086268 2.7458848562091616 6.1733241621404868 4.2557882480323341 4.3826854471117258 4.4265770204365253 2.9696720698848367 11.394518475979565 2.4821188612841061 6.4189171306788904 4.7435181811451903 21.920032348483801 19.409405477344993 5.0168949440121642 5.2168654873967153 4.6204797904938459 3.9092482551932326 5.0513487420976153 9.7207857333123666 3.5499012488871813 6.7047530580312005 3.4797102510929108 2.6732033342123023 9.5725249694660288 6.2857779497280708 2.8582576271146536 1.6076947255060074 8.4630493437871319 68.648248779587448
leaf_count=1081 34 17 15 76 34 57 24 40 52 44 29 18 84 76 38 18 31 23 30 42 18 36 27 43 73 102 23 12 263 440
internal_value=0.000157853 0.000303382 0.000240263 -0.000390663 0.000117537 -0.00146681 -0.00131403 -0.000197066 0.000372824 8.56215e-05 0.000692279 -0.000151264 0.000865055 0.00058691 0.000270855 -0.000859672 3.38575e-05 0.000991013 0.000166842 0.00076194 -0.000145075 8.61831e-05 -0.000992415 -0.000212174 -0.000123252 -0.000273707 -0.00156737 -0.00189033 0.000174024 6.80926e-05
internal_weight=318.244 228.411 220.156 38.2246 24.655 7.12857 13.5696 7.39625 181.932 95.8021 86.1296 14.6421 71.4874 49.5674 38.1729 14.8542 9.83735 23.3187 93.3199 17.5265 7.80569 88.8674 9.89863 89.8327 84.3012 74.7287 5.53146 7.89347 83.8161 77.1113
internal_count=2900 1566 1532 306 166 72 140 64 1226 830 396 74 322 238 186 87 49 99 786 94 52 769 56 1334 1268 1195 66 114 739 703
is_linear=0
shrinkage=0.00228122


Tree=333
num_leaves=31
num_cat=0
split_feature=16 0 4 10 16 18 9 4 5 0 10 17 9 15 2 17 10 17 6 10 15 15 13 13 5 12 19 5 15 2
split_gain=3.31716 2.01334 2.98462 3.62305 2.53063 2.67182 3.66496 3.02729 3.24992 2.49448 2.22804 2.12271 3.36695 2.88991 2.40688 5.09621 2.25576 2.12214 2.01194 2.00549 1.8829 1.76189 2.22243 3.24005 1.98818 2.14735 3.37369 2.82847 3.31814 2.45204
threshold=18.594956516900002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 13.5538556217 196.26893085885004 224.02099845660004 19.385335982600001 86.280686780500005 61.944763783650011 188.54236693505001 190.58777288605003 38.842471172100005 148.65120700310004 186.34046889365004 61.944763783650011 192.34053301495001 15.675366252400002 62.197478847950002 46.422062705750008 32.540328261750005 108.61908538635001 107.97116697695002 11.848158554650002 202.12526968910001 12.651020723000002 16.579584939650001 24.200063469100005 323.30468295165002
decision_type=2 2 2 2 2 2 2 2 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 11 9 5 -3 7 8 -7 10 -4 14 -13 -14 15 16 -2 -12 21 -8 -5 22 23 24 -1 26 27 -26 -29 -27
right_child=1 4 3 20 -6 6 19 -9 -10 -11 17 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=-0.00076249090137576537 -0.00028141180825318781 0.0014106703686009737 -3.6204343072415096e-06 -0.0040680302037277303 0.0016337688922617578 -0.0019859918010009551 -0.0010102896252757658 -0.0039176268323476808 0.0015367321663349071 0.0017451582791949952 -0.003821080473801565 0.0024634511441092924 -0.0013696382606271462 0.0013356002547753984 0.0021098135364308549 -0.0023692584268798752 0.0016737388580035932 -0.00048568403952221591 -0.0021671628938315442 0.00073888233553484649 -0.00033064635225136298 -0.0030528122025562346 0.0016985263909581696 -0.0034337949620333128 0.00088768287048355946 0.00096713887787993724 -0.0016054686170498169 -0.002584048017563405 0.0014633793402937568 -0.0018755321908200361
leaf_weight=25.138986588921398 12.537329243496069 19.720463804900646 17.138753896579153 3.2554099988192311 19.697585664689541 4.8571776971220952 6.0409350395202628 2.6650553271174422 3.7877952009439468 4.6772072911262503 2.8247910160571328 9.7649732604622859 5.3173132613301268 8.0930613223463279 4.0215971237048498 6.9007395179942241 7.7656618263572446 3.4352876991033554 4.0057567900512359 45.042016057297587 1.6509627825580535 1.6246243002824474 5.5184221640229216 2.3979941308498374 17.998372062109414 28.679586820304397 11.096370521001516 4.8538292543962589 2.4905737396329641 2.6978027382865539
leaf_count=767 108 76 124 36 86 44 33 32 13 16 49 32 32 33 21 43 29 29 197 239 36 66 29 34 163 256 133 88 13 43
internal_value=0.000217179 0.000443712 0.000126292 -0.000550317 0.000716149 0.000496028 0.000206938 -0.00126137 -0.00044251 -0.000155357 -0.000535252 0.000536511 0.00119014 0.000262953 5.13917e-05 -0.00025291 0.000466411 -0.00199074 -0.000185242 0.00053203 -0.00281042 -0.000107784 -6.03523e-05 -0.000162144 -7.7745e-05 0.000176084 -0.000294626 0.000279329 -0.00121152 0.000722728
internal_weight=295.696 189.194 87.3831 32.9824 101.811 82.1134 62.393 11.31 8.64497 28.076 23.3988 54.4007 23.1753 13.4104 31.2253 27.2037 20.303 6.26008 106.502 51.083 4.90637 102.497 100.872 95.3535 92.9555 67.8165 36.4391 25.3428 7.3444 31.3774
internal_count=2900 1111 588 290 523 437 361 89 57 218 202 298 97 65 201 180 137 78 1789 272 72 1592 1526 1497 1463 696 397 264 101 299
is_linear=0
shrinkage=0.00285066


Tree=334
num_leaves=31
num_cat=0
split_feature=17 6 13 5 15 12 2 17 17 6 5 2 8 15 0 8 16 7 10 16 3 3 7 6 0 7 18 5 13 5
split_gain=0.611444 0.823771 0.825521 1.27385 1.27572 0.786843 1.02416 1.00641 0.813187 1.27674 2.04432 1.48766 0.801611 2.06327 3.14041 1.30545 0.821024 0.812129 2.03837 1.37419 0.999622 0.866996 2.60347 2.94843 2.44825 1.39334 3.56217 1.63676 1.22771 2.85663
threshold=157.96759137085004 22.585527707250005 119.04223755815001 31.584552767700004 37.261389050600009 66.834523482800009 59.615984903700003 182.72552322705002 166.83257850275001 16.485385178400005 30.372394345600004 71.847610775600018 8.8430989333000021 31.198916099800005 86.950112854950021 8.7431769115000026 22.724946859200003 19.041006859700005 61.82916008405001 22.704946905950003 108.3367972827 93.932038619750017 22.509653697550004 15.135353635100001 85.447264760050004 22.806258769100005 13.176060655350001 21.850554661550003 117.60660091645001 20.766972852450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 -7 9 10 11 -8 15 -14 -15 16 17 20 19 -19 -10 25 23 -23 -24 27 -27 28 29 -20
right_child=1 -3 3 -5 -6 6 8 -9 12 -11 -12 -13 13 14 -16 -17 -18 18 21 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.02166241564087917 0.01630579468986847 0.021635940565086199 -0.0029361190437467498 0.016136916041514123 -0.03733020275384704 0.0040936089885342131 0.024704749310451291 -0.020863019842033263 0.022646117557443297 -0.037265511692411414 0.035490525441035696 -0.026908706584965882 -0.037200663642364372 -0.023580053324329376 0.018544111083712771 0.014921582639697256 0.011936435403881899 -0.03912996602624455 0.006370865339944758 0.0084019953554851489 -0.0040754077565954084 0.015454272875277533 0.02763367600460323 -0.052590344482611961 -0.014453023067741357 -0.03855323301895959 0.00071785035546975142 0.015999339354375707 0.016519486729863132 -0.019802028414904551
leaf_weight=1.1316349123953831 3.0870461817830792 1.769734427332877 2.0865098659414789 1.2166342157870529 1.9485914185643194 2.4481543437577775 0.67790220025926817 3.9386982340365648 3.4428219003602853 1.2837245047558097 1.0039951503276823 2.2654072748264298 1.7654480247292648 2.9615379949100316 3.7440954148769379 6.8421713802963486 6.6046971380710593 1.9684293169993901 13.352725597796967 0.79896542616188515 2.1094521620543674 0.8476107837632284 2.3008013314101845 1.9962415851186959 2.9436650923453271 2.1926221419125786 137.01799977559131 12.12039092578925 4.4896715432405463 5.5016532647423437
leaf_count=96 15 7 42 9 36 17 5 40 28 91 3 107 30 37 18 42 35 72 167 5 29 7 24 52 40 28 1678 75 17 48
internal_value=0.000752175 0.000860237 0.000702408 -0.0112791 -0.0195454 0.000978746 0.000768099 -0.0112969 0.0011212 -0.0107853 -0.0021735 -0.0150211 0.0014136 -0.00780044 -5.99947e-05 0.00179522 0.00134091 0.000974678 0.000629948 -0.0254072 0.0124939 0.0010242 -0.00875943 -0.0323096 0.00401084 0.00147723 9.93153e-05 0.00688605 0.00215436 -0.00126631
internal_weight=235.859 234.727 232.958 5.25174 4.0351 227.706 224.619 6.38685 218.232 5.23103 3.9473 2.94331 213.001 8.47108 6.70563 204.53 197.688 191.083 185.531 2.76739 5.55227 182.763 8.08832 2.84385 5.24447 174.675 139.211 35.4644 23.3441 18.8544
internal_count=2900 2804 2797 87 78 2710 2695 57 2638 206 115 112 2432 85 55 2347 2305 2270 2213 77 57 2136 123 59 64 2013 1706 307 232 215
is_linear=0
shrinkage=0.0305668


Tree=335
num_leaves=31
num_cat=0
split_feature=6 6 0 0 19 3 8 5 2 16 17 2 3 19 9 5 7 2 15 5 12 5 9 7 6 10 4 5 2 3
split_gain=3.12088 3.63783 2.55818 3.79392 3.36801 3.18123 3.41225 4.79084 4.92785 3.1733 3.59216 2.78039 2.59872 2.42293 2.17992 4.83402 3.77896 2.17162 3.26654 3.90697 2.06137 1.98099 2.80975 2.90653 2.68766 4.37554 3.22214 2.38219 2.08226 2.73374
threshold=13.665319288000001 13.775321858200002 93.972365491700018 87.181320254150009 12.651020723000002 84.968719212850019 7.943800736700001 17.369804050850004 147.87428232835001 15.444963882950001 194.94351320275004 317.41815758785003 92.751805500450018 13.051052998800001 202.80137809380003 30.133297129900004 23.699538637550003 56.184788788300004 41.657300687350009 24.038949512150001 93.660658182900008 23.606333875400001 71.82068887245002 23.124786352450005 16.375382608200002 62.197478847950002 248.34582299520005 29.040033326300005 120.54857872840002 101.23926781830001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 6 -6 -8 13 10 -4 12 -3 -9 16 17 21 -16 -19 -20 -5 24 27 28 25 -14 -26 -23 29 -24
right_child=1 2 4 20 5 -7 7 8 -10 -11 -12 -13 14 -15 15 -17 -18 18 19 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00027148389576153335 0.0022593287449048662 -0.0020392192841606946 -0.0022360425778552443 -0.0005240227507336305 0.002228083392084584 -0.002725231119799199 -0.0033409937853611212 0.002573742979491405 -0.0029000253164163012 0.0024984931812257181 0.0014712395191330109 -0.0024073230574224 -0.0045351854194021577 -0.0004135063237367065 0.0017195669226800637 0.0022026155433052938 0.0024485122754348675 -0.003357232035036308 0.0020646541255240985 -0.0024687570855063843 0.001095445486880406 -0.0013187084740821113 0.0020228621931395216 0.00051289361051651825 0.0011326342187905312 0.00055740036264417456 -0.00069435144300474341 0.001862080767895421 -0.0026501026417438478 -0.003204787307290625
leaf_weight=82.112003351561725 7.4847184270620337 3.8707942292094222 3.8449540417641384 6.6789298877120009 3.1637552920728984 5.9270813129842272 4.5171618554741171 4.3601095676422101 3.1992364767938843 5.0741927959024897 4.2013935558497906 3.2607657455373547 1.9897294947877515 3.9981198646128178 1.4844612330198312 3.5806009620428076 6.7012899536639443 5.6033199019730073 2.6851327568292618 3.2011494366452098 62.858416656032205 2.5586290159262735 1.9856355241499861 6.1990692541003218 39.747842792421579 3.7169178584590554 9.1156099997460824 6.1700580408796668 7.6736487015150487 1.2534588631242511
leaf_count=1334 34 26 31 34 18 76 46 16 52 18 17 48 25 32 5 12 23 75 10 32 291 48 13 37 157 33 52 33 215 57
internal_value=0.000191305 0.00035937 0.000294323 0.000432463 -0.000356346 -0.0009499 -0.000402945 -0.000920775 2.51514e-05 0.000782103 -0.000300288 0.000113994 0.000190445 0.00114481 0.000273699 -0.000648235 0.000448902 -0.00143502 -0.00184259 -0.000400761 0.000939899 0.000282258 -0.000349909 -0.00100263 0.000581607 -0.00121823 0.000791805 0.0009297 -0.00186354 -1.24116e-07
internal_weight=308.218 226.106 218.621 180.335 38.286 25.1655 19.2384 16.0746 11.5575 13.1205 8.04635 110.798 107.537 8.35823 103.667 16.5547 87.1119 12.9741 11.4896 5.88628 69.5373 80.4106 25.8405 17.1118 54.5701 5.70665 48.8635 8.72869 10.9127 3.23909
internal_count=2900 1566 1532 1226 306 240 164 146 100 66 48 901 853 48 827 134 693 122 117 42 325 670 403 322 267 58 209 81 285 70
is_linear=0
shrinkage=0.00277154


Tree=336
num_leaves=31
num_cat=0
split_feature=6 6 3 10 9 0 7 3 5 9 2 8 9 19 3 7 18 15 16 6 17 13 13 7 18 9 17 12 15 15
split_gain=1.95308 2.41027 1.73802 2.02946 2.59947 2.56833 4.24673 2.33128 2.16363 3.14971 3.28698 3.27478 1.9415 1.93661 2.18755 1.69256 2.20165 1.91818 1.6077 2.44043 1.59303 1.58238 2.73192 2.90004 2.65574 4.14682 2.43261 2.01023 3.56448 3.56166
threshold=13.075305502400001 12.380289263450001 93.883646373400012 61.917879202350001 187.38923140910003 85.613949164150014 19.468732114900003 94.92945658615001 30.133297129900004 186.67271206880002 122.26439358135001 5.9453602998000008 70.238863950400017 13.351077205700003 104.30948700325001 22.597569836950004 12.949570119650001 34.761639995350009 22.624947093000003 16.495385412050002 160.48375154475005 117.38883580790001 115.63864956495001 22.765858321950002 13.583580954200002 190.24759545780003 213.85098605320005 114.86856072930001 30.276503438400002 38.469938489650012
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 6 -5 -4 9 10 11 20 -12 14 -10 16 17 -2 21 -20 -9 22 23 -17 -25 -26 27 28 -27 -29
right_child=2 -3 3 4 -6 -7 -8 8 13 -11 12 -13 -14 -15 -16 18 -18 -19 19 -21 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-0.00016066229208782222 0.0014453394099994644 -0.0028324401522728591 0.0017110602451025638 0.0033878384754647316 -0.0028400817837158075 0.0016885561358580925 -0.0043681592625681919 0.0028169629205183743 0.0021952362440527729 -0.0034222276760771811 0.00014908962271694925 0.0038317787591098302 -0.0046556545870983972 0.0014983090341560295 -0.0046931746582085012 -0.0030914958229457854 0.0022362617473313242 -0.0016952344625122372 0.0015998176804800576 -0.00049266671965601761 -0.0035944636497783995 -0.00047242513986859669 0.0020246083420366627 0.0023725226016917452 -0.0037943691009660768 0.00028657883986414905 -0.0024178323951312948 0.001009364985209898 -0.0030077045657877131 -0.002743149667263869
leaf_weight=56.749172925716266 4.7361787874251622 3.8455763580277553 8.305103381630035 1.073309570550917 6.2346600415185094 4.2893509138375521 2.5232944721356034 0.59804147318937051 0.80239808559417669 4.4464945886284104 1.6873969966545703 3.0042436271905899 1.9152238517999647 8.4106690958142263 1.2701565737370399 2.7431689640507093 12.315158415585755 3.6910428814589977 22.116525693330917 8.130795191973446 1.3386275963857768 28.850992327556014 9.900840060785411 6.227767684031277 2.7349740602076045 16.33405491523445 3.3489315854385486 46.372761951293796 4.4600669741630545 2.8645685194060198
leaf_count=1152 21 76 38 5 105 17 79 12 3 49 31 9 68 62 46 19 62 20 113 45 47 161 40 24 31 113 50 320 33 49
internal_value=0.000189148 -0.000330224 0.000331728 -0.000233878 -0.00126412 -1.81516e-05 -0.00205359 0.000223905 -0.000302267 -0.00119302 -3.28246e-05 0.00169698 -0.00240521 0.000801487 -0.0020263 0.000480221 0.00135607 6.97979e-05 0.000362318 0.00103734 -0.00161462 0.000197446 0.000400909 0.000211972 0.000322023 0.000154251 0.000301421 0.000431457 -0.000420002 0.000791048
internal_weight=281.322 60.5947 220.727 45.899 14.1206 7.88595 3.5966 31.7784 23.4733 12.99 8.54353 4.94091 3.60262 10.4832 2.07255 174.828 20.7424 8.42722 154.085 30.2473 1.93667 123.838 94.9871 85.0863 82.3431 76.1154 73.3804 70.0315 20.7941 49.2373
internal_count=2900 1228 1672 571 206 101 84 365 327 216 167 68 99 111 49 1101 103 41 998 158 59 840 679 639 620 596 565 515 146 369
is_linear=0
shrinkage=0.00326596


Tree=337
num_leaves=31
num_cat=0
split_feature=6 3 6 13 19 9 17 6 9 9 7 0 8 17 15 5 17 18 17 6 18 0 2 5 5 3 4 17 18 9
split_gain=0.63052 1.31061 1.67687 0.983979 0.866293 0.91632 2.44043 1.48662 1.21142 0.916197 0.718212 1.57532 0.983691 1.43272 0.977962 0.927836 0.838653 1.20999 0.840615 0.826288 0.684726 1.2985 1.3329 1.26143 2.13193 1.08113 1.36216 0.979496 1.41939 0.766171
threshold=10.715250360100002 76.884525614550014 11.175261108200003 107.54907905045002 9.4507625164000029 74.362486003100017 239.21206428850002 8.1951914793500027 58.059373288650008 52.394053035900008 20.940097048150005 95.590817286200021 1.7486353823000003 201.37020668845003 6.9561856507500011 9.2840159951500016 189.37128582595003 16.118666550000004 182.28951942140003 3.6650856341500009 17.108018746400003 98.615332683000005 83.677637406800017 16.579584939650001 16.892865140250006 82.368980200650014 284.52062788975007 193.40041255380001 15.606027545000002 223.24918598180003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 10 -6 -12 13 14 -13 16 18 -18 -16 -19 21 23 -23 25 -25 26 -4 28 -24 -26
right_child=1 2 20 -5 5 6 7 -9 -10 -11 11 12 -14 -15 15 -17 17 19 -20 -21 -22 22 27 24 29 -27 -28 -29 -30 -31
leaf_value=-0.029336990450135561 -0.02240700682772561 0.020158929692013702 -0.003546378485943749 -0.034174724597176451 0.017246789739874386 -0.029966611184872705 -0.018943559681578959 0.018454955103653713 0.016426122934703222 -0.030587919728876211 -0.035123706472168656 0.028443256065582054 0.013461907700128197 -0.029083498985907168 0.003772741754536341 -0.031845769882133543 0.016367590221462516 -0.030697963139927571 -0.029954047821580766 0.0091791804899116151 0.011754384282468692 0.0072377454488238534 -0.029695571703236216 -0.022468078608207438 0.00081641704486884058 0.022567427219852641 0.020128093459847021 -0.027518474801033924 0.0063104074147423512 0.011031306124992393
leaf_weight=0.8695005510817343 1.7622972317039955 3.5486414898186913 5.4010054282844049 0.75400594435632129 1.607891520485295 2.7585624634521073 1.2710809812415393 2.1890273615717888 3.3823328493162981 0.787004463840275 1.0178572591394175 0.84730463149025848 3.2806180603802195 1.4592035623500113 1.0896301097236576 0.74584361328743387 3.2760903006419539 0.87949760013725586 1.1483185563702134 0.71087124897167087 4.4525234755128613 2.6630253028124553 1.2720781774260106 2.9396264599636188 169.00539433734957 3.6181433610618106 2.7877520062029362 2.9746345225721598 2.3744558477774262 5.7440418186597517
leaf_count=174 62 22 41 11 10 145 42 25 30 26 77 7 38 107 35 22 42 46 55 13 39 30 54 30 1538 18 24 68 27 42
internal_value=0.000691816 0.00121278 0.00141408 -0.00317799 -0.00232252 -0.00143451 -0.0106687 0.0047165 0.00140373 -0.00161172 -0.000192051 -0.00213182 0.00036726 -0.00386229 0.000369113 -0.00266103 0.000402882 0.00681155 -0.0135329 -0.0128735 0.00108677 0.000847828 -0.00919567 0.0013399 0.000761417 0.0100458 0.00451328 -0.0158052 -0.00625013 0.00115218
internal_weight=236.618 208.544 206.781 28.0746 27.3206 26.4511 6.21867 3.46011 20.2325 16.8501 16.0631 14.4552 13.4374 10.1568 8.69756 7.85025 7.10441 4.86646 2.23795 1.59037 203.233 198.78 9.28419 189.496 177.689 11.8069 8.18876 6.62117 3.64653 174.749
internal_count=2900 1995 1933 905 894 720 212 67 508 478 452 442 365 327 220 213 191 101 90 59 1911 1872 179 1693 1610 83 65 149 81 1580
is_linear=0
shrinkage=0.0275057


Tree=338
num_leaves=31
num_cat=0
split_feature=6 6 0 0 2 9 9 0 17 2 9 12 5 9 8 6 9 9 0 9 7 5 3 9 16 16 17 18 2 13
split_gain=2.95998 3.86287 2.1153 3.38663 4.176 3.13201 3.51616 3.31124 4.52998 3.27868 2.55863 3.30922 2.13808 1.85764 2.41203 2.15339 3.01786 2.27711 3.01314 1.84534 1.71057 1.7823 3.98131 2.8054 3.07854 2.63688 4.61828 4.21899 2.72874 1.8417
threshold=13.665319288000001 13.775321858200002 93.972365491700018 86.530713386650021 317.41815758785003 206.50942114985003 213.24207352880003 94.964406541850011 192.15389660515004 159.92742394165003 188.53841931785004 93.660658182900008 20.361635946650004 66.290220196950017 5.9453602998000008 16.375382608200002 194.04304600165003 186.67271206880002 85.839779647100016 75.115715165350011 23.789355599150003 30.133297129900004 94.92945658615001 201.78065190905002 22.704946905950003 22.614947116400003 188.07781354100004 13.3584252364 180.42199898520002 116.43981008785001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 -4 -8 -5 -12 -3 -14 19 16 -16 18 -17 -15 21 22 23 24 25 27 -27 -19 -28 -25
right_child=1 2 5 10 -6 6 9 -9 -10 -11 11 -13 13 14 15 17 -18 20 -20 -21 -22 -23 -24 29 -26 26 28 -29 -30 -31
leaf_value=-0.00027386142277857384 0.0025151924593465858 0.0021993701060934569 0.0014372809752640399 0.0024883448299510965 -0.0037156997767211612 -0.0033806468081093366 0.001568691699429543 0.0010046216758349178 -0.0036672671469914499 -0.0027240075867034069 -0.0015460340479074917 0.00089491621961331337 0.0015808352570540704 -0.00036258670945238088 -0.0044535046966883308 0.0020603652847127406 0.00028536376235755611 0.0017903545019723344 -0.00073059074612545508 -0.0031552278068155185 0.001579363367459686 0.001880095716026515 -0.0031308437847224011 2.7338665544281699e-05 0.0024010112848824039 -0.0037991423921928725 0.00097192722348590636 -0.0015972707282710598 -0.0021021629734448372 -0.0034984639813522029
leaf_weight=77.492992892046459 7.1284306570887557 4.2713693454861632 2.567364388145509 7.7994979778304687 2.4318124323617658 5.180609103292225 3.8571319114416838 15.847537466324864 3.5672395396977663 2.5300989905372262 5.1333154886960974 67.266081225126982 6.5216483715921632 4.828137045260517 2.0572868697345248 11.161221846006809 2.6282349145039916 10.234705534297975 4.7292202636599532 3.5083422551397234 5.0745524764060965 3.2574237436056128 4.0600336343049994 2.1352338530123225 4.7856647409498683 3.7801834857091299 7.446570619940756 4.565091297030448 3.7174387443810701 3.1475298199802637
leaf_count=1334 34 17 15 37 44 76 24 94 57 40 29 330 37 93 22 48 20 49 24 170 27 13 63 13 17 45 31 28 37 32
internal_value=0.000217226 0.00039405 0.000321388 0.000450922 7.45699e-05 -0.0003525 -0.00158674 0.000297004 -0.00153099 -0.000131725 0.000893642 0.000721846 0.000174855 7.61835e-05 -4.47877e-05 0.000126232 -0.00179535 0.000258453 0.00122974 -0.00153785 -3.71949e-05 -0.000211252 -0.00036653 -8.46278e-05 0.000219635 -0.000131338 -0.000999625 0.00074542 -5.16962e-05 -0.00207337
internal_weight=292.712 215.219 208.091 174.541 94.3417 33.55 11.5678 21.9821 6.1346 6.38723 80.1989 72.3994 91.9099 87.6385 81.1169 72.7804 4.68552 68.0949 15.8904 8.33648 52.2044 47.1299 43.8725 39.8124 34.5297 29.744 14.9442 14.7998 11.164 5.28276
internal_count=2900 1566 1532 1226 830 306 140 166 72 64 396 359 786 769 732 469 42 427 72 263 355 328 315 252 207 190 113 77 68 45
is_linear=0
shrinkage=0.00293039


Tree=339
num_leaves=31
num_cat=0
split_feature=6 6 10 0 19 17 17 17 0 9 9 0 18 2 18 9 0 9 7 3 2 18 16 18 18 2 17 10 3 17
split_gain=0.596962 2.13509 1.07253 1.17512 1.8 1.34655 2.08979 1.70811 1.02025 2.2127 3.30888 2.96503 2.93948 2.53126 1.52643 2.37688 1.30833 2.23447 2.92717 2.19531 2.05077 1.66008 2.23953 1.90678 4.06508 1.68791 2.31269 2.56728 2.50656 1.7891
threshold=13.665319288000001 13.775321858200002 78.220689305400015 97.671683879200017 13.351077205700003 212.86611723275004 195.76335783930003 166.83257850275001 94.047642319350018 206.50942114985003 213.24207352880003 94.964406541850011 14.234745508550002 159.92742394165003 14.752187928300001 201.2906445504 87.181320254150009 188.53841931785004 22.940014114900002 92.751805500450018 317.41815758785003 13.482409244300003 22.654947022900004 14.117867417450002 13.954623666350001 91.18717909130001 199.71712621985003 66.697957758300021 89.324021384150015 203.77077094980004
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 11 -11 12 -10 -12 15 -13 19 -18 -19 -3 -21 -20 23 24 -23 -25 -27 28 -28 -29
right_child=1 8 -4 4 -6 -7 -8 -9 9 10 13 14 -14 -15 -16 -17 17 18 21 20 -22 22 -24 25 -26 26 27 29 -30 -31
leaf_value=-0.033426796947078945 0.019023499534228466 -0.021901989839880724 0.0015279473113162802 -0.022603465929947997 0.0057216302081056708 0.021673766850427531 -0.026227910082774874 0.0042609621915237917 0.019563206525797575 -0.032079805014336313 0.014818905520836591 -0.016878921386752902 -0.029976180271433506 -0.023454357105510318 0.016427325952232497 0.016717119147102399 0.023062037002323871 -0.018135778802735359 0.022009655452312489 0.0014000266607475068 -0.023096756729757147 0.0028399165284775357 0.02468217944570503 -0.011832654549187851 -0.030836571890151612 0.021382793989075742 0.024652314725075293 0.0010131628965463009 -0.0028358694287222183 -0.035107369925002581
leaf_weight=1.0025220117531741 5.0759581364691249 3.3902488863095632 30.796392760239542 5.9813648427370918 2.371510655619204 1.6592293800786126 2.7041501346975556 9.8931609881110472 1.2240045238286317 4.4138733511790615 3.35612469073385 3.5462833363562805 3.4965176759287715 2.1433106337208301 7.5978717375546694 2.8954977188259363 4.8248433344997457 4.3411150239408007 4.1879469007253638 85.494353263871744 2.6674795025028279 9.970859367400406 3.5790970772504798 3.3277553152292993 3.7274091541767111 7.6656105741858509 4.7652609534561616 2.274296671152114 5.3079367130994797 1.909413633868098
leaf_count=32 34 26 902 158 26 11 48 157 5 75 24 34 62 40 42 18 30 26 18 827 48 50 25 24 26 36 26 17 28 25
internal_value=0.000672859 0.00143178 -0.0018544 -0.00626589 -0.0145615 -0.00172482 -0.00457954 0.000793276 0.000924732 -0.00382371 -0.0143375 0.00173201 -0.0171309 -9.74424e-05 0.00807425 -0.00177793 0.00184823 0.00516557 0.00347436 -0.000176609 0.000658837 0.00548252 0.00385499 0.00194112 -0.00632373 0.00642479 0.00919621 0.00264376 0.0101678 -0.015472
internal_weight=235.591 181.183 54.4083 23.6119 8.35288 15.2591 13.5998 10.8957 176.107 28.6735 9.91331 18.7602 4.72052 5.49944 14.0397 6.44178 147.434 55.8815 51.0567 91.5521 88.1618 46.7156 42.5276 38.9485 13.6983 25.2503 21.9225 14.2569 10.0732 4.18371
internal_count=2900 1566 1334 432 184 248 237 189 1532 300 139 161 67 64 94 52 1232 331 301 901 875 275 257 232 76 156 132 96 54 42
is_linear=0
shrinkage=0.0275125


Tree=340
num_leaves=31
num_cat=0
split_feature=16 15 6 0 6 6 4 10 17 9 5 17 6 8 0 16 4 6 18 16 18 12 5 9 2 15 9 0 10 17
split_gain=2.17191 1.95594 1.78127 1.68599 2.69294 3.13193 2.57657 3.53552 2.14252 4.40019 4.35991 2.64128 2.95411 2.90913 4.52821 2.05068 2.21245 4.84622 2.01033 1.99875 2.4705 3.43494 4.19052 1.9994 2.7219 2.04718 3.70706 1.99201 2.23018 2.84018
threshold=18.594956516900002 32.540328261750005 15.675366252400002 86.530713386650021 16.375382608200002 16.285380505300001 248.34582299520005 62.041548276350007 187.45953903175004 190.58777288605003 21.893521430150003 186.19055817300003 16.445384243750002 8.3434888241000014 85.253695774650012 22.614947116400003 310.49012963040008 15.925372093750001 15.150044688000003 22.554947256700004 13.809421053700001 103.44931853055 17.671168838450004 195.51131808980003 101.14502893930002 34.279674133750014 202.64563922830004 86.280686780500005 61.944763783650011 192.34053301495001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 27 11 -10 -11 12 -6 14 -14 16 19 18 -18 20 -5 22 -22 24 -23 -25 -27 28 -8 -30
right_child=3 -3 -4 15 6 -7 7 -9 9 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-4.1395821319558296e-05 5.4525439134087199e-06 -0.003450673643414468 -0.0023566162166713577 0.0017354337051960753 0.0035875479069135481 -0.0046929958487621215 0.00018918111342567696 -0.0031702379480570337 0.0026497514843819062 -0.0025657345694609698 0.0012163053393900438 -0.0028360386100649009 -0.00031844552088014462 0.0007935302695450334 -0.0068623015209904837 0.0016446730242225688 -0.0046975116573248895 0.00096294515705093757 -0.0006316555459106361 -0.0011941155464567684 0.00090573527249782537 0.0012819728823275389 -0.0037815266060292553 0.0017050416190318371 -0.0029365674187681562 0.0019153196907939212 -0.0024771606772568699 0.0020509586027239687 -0.0044025945126545361 -0.00010869774824128972
leaf_weight=100.3032831561286 3.3575347661972037 1.8198842243291427 3.4898062420543274 20.938650831580162 2.5308569371700349 2.5208118995651603 16.622688020579528 4.327948027290403 12.63456415385008 4.4056386128067961 10.38499468564987 2.9976478219032279 4.2532820999622372 12.077007371932266 1.4352945387363432 18.237001165747643 3.1764764562249166 6.8450103588402271 2.0183121226727962 5.3146160542964926 3.741970006376504 3.1265547871589652 4.0099955052137375 20.764493022114042 3.0825994964689016 4.0329197067767373 3.7751844841986895 3.8575013950467101 2.8340030582621685 3.4866271242499352
leaf_count=1526 22 70 193 82 7 29 120 55 41 26 45 18 65 61 10 86 35 33 17 26 18 13 32 99 35 18 29 13 48 28
internal_value=0.000188486 -0.000176646 -0.00011924 0.000394935 7.33149e-05 -0.00200938 0.000222895 -0.000498584 0.0006657 0.00126913 8.97612e-05 -4.47438e-05 0.000367512 -9.12096e-05 -0.00196954 0.000679748 0.000462031 -0.000797774 -0.00311782 0.000682535 0.000839669 0.000398699 -0.00151893 0.000826089 -0.000812366 0.00118214 -0.000208426 -6.71502e-05 -0.000423272 -0.00203397
internal_weight=292.403 105.613 103.793 186.79 87.7264 5.87835 81.8481 31.1288 50.7193 27.4252 14.7906 23.2941 20.2964 17.7656 5.68858 99.0638 80.8268 12.0398 5.19479 68.787 63.4724 42.5337 7.75197 34.7818 6.20915 28.5726 7.8081 26.8008 22.9433 6.32063
internal_count=2900 1789 1719 1111 588 51 537 264 273 112 71 161 143 136 75 523 437 85 52 352 326 244 50 194 48 146 47 209 196 76
is_linear=0
shrinkage=0.00318567


Tree=341
num_leaves=31
num_cat=0
split_feature=13 8 13 16 9 19 18 7 10 9 19 6 18 18 13 8 7 0 16 19 4 13 6 19 2 16 18 16 18 13
split_gain=0.587286 1.6856 1.27147 1.42307 1.8911 1.36746 1.05542 1.65773 1.50303 1.44266 0.983869 0.975789 0.906515 0.875517 1.53015 0.917177 0.824908 1.29285 0.754106 2.4662 0.844581 0.775638 1.3677 2.64968 1.50414 1.47348 2.48453 2.24103 3.37887 1.89765
threshold=95.870416931800023 2.9476996444500005 96.429616222950017 12.644970430600003 38.136666659400014 11.350915826550002 14.708525021850003 21.725272673150005 82.204984254750016 58.059373288650008 11.850956171350001 12.745297791850001 15.042884401850001 16.203680688850003 89.141206231250024 0.94925920755000015 29.467962229850006 107.54101367610001 14.994964935250001 12.250988447150002 257.27402154285011 99.962250206350021 13.075305502400001 13.151061067750001 187.03662689815005 15.919962772200003 15.453654363050001 17.844958270700005 13.809421053700001 108.48466247985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 5 -5 -4 -1 -8 12 13 11 -6 -9 -10 15 -15 -3 -18 19 20 -12 -20 23 -23 -25 26 -24 28 29 -27
right_child=2 16 3 4 10 -7 7 8 9 -11 18 -13 -14 14 -16 -17 17 -19 21 -21 -22 22 25 24 -26 27 -28 -29 -30 -31
leaf_value=-0.020135250776811109 0.015911617353113017 -0.024618677130097119 -0.026120926367551759 -0.027006250905787402 0.014432782150646214 0.010302879659429606 0.022445514518245994 0.0086422402311253539 0.011142320512921128 0.025514278333243903 -0.0079027650010480566 -0.0036223151149698887 -0.025562207855287053 -0.023916805805185706 -0.025937501561418247 0.0057374345509196741 0.026430152906329409 -0.024168618797248458 0.011847583322317719 -0.028635920033379964 0.012504536280966835 -0.022550689729991046 0.00044565052107819033 0.0081799455967162815 -0.011353784824629523 0.0170884164563622 0.021236095427835409 0.0013105528183680781 -0.027261103260115618 -0.024386760135829855
leaf_weight=1.2733254935592437 2.9851410491392008 2.577214961755089 1.9725934243760996 1.2957553623709817 5.504679622128605 0.76921581267379213 1.8307704557664681 0.53869158169254605 2.3803185654105601 1.3030321085825551 2.1137855602428308 2.2698993398807943 1.8269019257277248 0.65808050043415267 1.4755892269313333 3.7571814827388152 0.50812182389199712 0.58129966194974259 3.4862846399191758 1.9688521402422337 2.2456783968955278 3.857925721211358 7.5685357215115783 5.3545196363702399 3.500014194753021 2.1886183954775329 5.2110979966819286 158.62711379257962 3.6821512659080327 0.81207484507467587
leaf_count=42 33 184 68 70 40 19 22 10 33 6 34 40 74 130 70 126 4 72 45 50 23 116 57 48 48 18 29 1225 80 84
internal_value=0.000552227 -0.00338552 0.000894254 0.000683223 0.00090009 -0.0159022 4.80068e-05 0.0019143 -0.00123383 0.00285272 0.00107361 0.00916134 -0.0177732 -0.000717362 -0.00550951 0.00131757 -0.017473 -0.000568625 0.000760182 -0.00711145 0.00260959 0.00101657 0.000818673 -0.00652412 0.000458666 0.00134282 0.00892328 0.000756796 -0.0123874 0.00586403
internal_weight=234.124 18.7105 215.414 212.429 209.687 2.74181 15.0439 13.7706 11.9398 9.5742 208.391 7.77458 2.36559 8.27117 5.89085 4.41526 3.66664 1.08942 200.617 6.32832 4.35946 194.288 190.802 12.7125 8.85453 178.09 12.7796 165.31 6.68284 3.00069
internal_count=2900 773 2127 2094 2007 87 513 471 449 365 1937 80 84 359 326 256 260 76 1857 107 57 1750 1705 212 96 1493 86 1407 182 102
is_linear=0
shrinkage=0.0231714


Tree=342
num_leaves=31
num_cat=0
split_feature=16 6 15 13 13 5 9 9 9 18 6 10 5 9 5 0 3 12 12 19 13 2 5 15 9 8 10 10 10 10
split_gain=4.014 2.79977 2.10746 2.08098 3.33401 2.07053 2.37147 2.58634 2.49941 2.30163 3.87846 2.25892 2.32514 2.45473 2.05322 1.8396 1.82197 1.89427 1.78554 3.13019 2.99445 2.77806 2.57279 2.80235 2.75369 2.27017 2.10082 2.0981 1.74457 1.90069
threshold=18.594956516900002 15.675366252400002 32.540328261750005 108.61908538635001 107.97116697695002 23.606333875400001 64.606296034500005 66.290220196950017 226.28914430085004 13.278511569200001 16.635388683200002 61.917879202350001 24.301614351200005 201.63419974125003 11.848158554650002 103.82556453975 75.236500780600025 172.01106897260004 202.12526968910001 12.651020723000002 98.238948544700023 323.30468295165002 16.579584939650001 24.200063469100005 210.70699256735003 8.0437227585500022 65.630639880500027 71.666228383350017 55.94143677835001 60.990361147350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 9 10 -9 -11 -13 -14 15 -1 17 -17 19 20 25 -20 24 26 -22 -16 -24 -21 -12 -30
right_child=5 -3 -4 -5 -6 6 7 8 -10 11 28 12 13 -15 18 16 -18 -19 21 27 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0016014398540768339 0.00047769083583513951 -0.0017963235507350069 -0.0023575405493796299 0.001228622032077197 -0.0026135616417545349 -0.0029631603292349252 0.0018330499439200116 -0.0025796602879096658 0.0018457306227722822 0.001199962172333582 0.0014047925641066338 -0.0015655553199594157 0.001304703583231504 -0.0011829398971645846 -0.0025011662292455401 -0.0023400034932887291 0.0014350680668759066 -0.00022441575843334881 0.00074102719233551449 0.00075413317017701998 0.001682903583883744 -0.0014732175382869027 0.00021552248820309671 0.0012596674631201858 -0.00048194970131102338 0.00073058290283491557 -0.0029629910860107362 -0.0016583648467380489 -0.0014360609527909794 0.00089081215784134334
leaf_weight=6.2125544268637922 156.88589427247643 4.7335457922890773 1.8985242955386628 5.7818829752504817 2.4738680534064761 1.3005046173930157 3.43951248563826 4.7189765600487581 2.7797607555985442 6.832848351448777 2.4665252985432726 4.7212902251631013 4.970313733443616 3.0309238210320473 2.9454760500229922 2.3086558072827819 2.6570789720863095 15.470770107116548 28.387964294292036 2.14294609427452 10.453150084242226 2.9709237897768608 1.6752496790140856 2.535652806982398 3.8037357516586772 1.5879002604633567 2.4024056419730186 8.490164644084869 5.2700357399880886 2.4366653747856617
leaf_count=183 741 197 66 29 34 18 14 99 11 33 28 36 31 27 94 133 20 431 256 15 55 43 18 13 32 22 30 118 63 10
internal_value=0.000178563 -0.000157592 -8.31473e-05 -4.09383e-05 -0.000116991 0.00036271 -6.71211e-05 2.54928e-05 -0.000141511 -0.000301873 -0.000947199 0.00018957 -0.000353079 0.000362367 -5.13176e-05 -0.00056325 -0.000247648 -0.000499125 0.000151107 -0.000179692 0.000235724 0.000531251 0.000584339 -0.000538788 0.00110532 -0.00136919 -0.00165714 -0.00117216 -0.000189962 -0.000700362
internal_weight=307.786 108.932 104.199 102.3 96.5185 198.853 41.9674 40.6669 37.2273 34.4476 14.8922 19.5554 12.7225 8.00124 94.0446 26.6491 20.4365 17.7794 67.3956 36.0367 25.4036 31.3589 20.8702 6.61331 14.2569 4.53338 4.07766 10.6331 10.1732 7.7067
internal_count=2900 1789 1592 1526 1497 1111 370 352 338 327 200 127 94 58 1463 767 584 564 696 397 264 299 148 61 87 116 48 133 101 73
is_linear=0
shrinkage=0.00217865


Tree=343
num_leaves=31
num_cat=0
split_feature=15 5 15 15 16 15 16 7 18 14 16 6 13 13 13 19 12 15 9 6 10 0 12 9 16 2 18 7 0 8
split_gain=0.577414 0.678483 0.582087 1.42087 0.584526 3.19837 1.81533 2.02689 3.37382 1.62638 1.59513 1.35541 2.25405 2.76378 1.27615 1.16715 1.59265 1.41626 1.76049 1.12886 2.05203 2.39826 2.02058 1.25127 1.10732 1.4556 1.45414 2.9425 1.09676 1.97078
threshold=51.067537391750008 27.804994959100004 49.670466410250008 47.90801194005001 18.684956306450005 34.098324821200009 18.744956166100003 25.396105459650006 14.504139642200002 384.93581166080008 19.559954260300003 15.675366252400002 108.61908538635001 107.97116697695002 108.21850512495001 12.851036860900001 104.53648605375001 24.200063469100005 201.97224908750002 13.665319288000001 78.220689305400015 95.897301513100004 219.23896387120001 31.056962594150004 14.524966034300002 154.60082690140004 15.287416123250003 24.176224535650004 102.65877371115 7.5441126493500006
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -6 8 9 -8 14 12 13 15 -10 19 -17 18 -18 20 21 22 -1 -23 25 -21 27 -26 -22 -30
right_child=1 -3 -4 -5 6 -7 7 -9 10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 24 28 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.027240730127559065 -0.038223644923205277 0.0053775298387953897 0.017263512064078348 -0.028698498536102984 0.026133695271235404 -0.053202670042019118 0.0027847053645787454 0.017851156965357787 -0.0044904342655724162 -0.018381988100338923 -0.0048782092033496892 -0.024297164483622458 0.016497162550107018 -0.038492017105469747 -0.044602068956759604 -0.040199247703227747 -0.0025916154659824608 0.0077360522507308677 -0.037700539840999921 -0.042792601755926779 0.011786998065462772 0.0081561299177371049 0.016081979516087599 -0.038842011616815407 0.020242269516726381 0.0075467131817166886 0.026284786196736236 -0.01913662957828053 0.0019988198242198302 -0.035644377700554099
leaf_weight=1.8274422138929347 0.90548941958695539 0.7060606493614614 2.3929777834564439 1.8087683308403928 3.4511908981949082 1.2979097352363158 120.21295614726841 8.1006237752735597 1.218742361292241 4.175241802353411 4.2493278048932552 2.5640576347359447 8.5448589562438411 2.1918643228709689 3.18769596144557 1.6099986461922515 4.517608024645595 5.4715686733834445 2.4477970069274306 0.9886807685252309 10.433404093841093 0.74673425802029658 3.4671283368952572 4.017499752342701 5.2084335787221772 1.8027762826532123 5.4079957772046319 3.5447786450386047 14.043840222584548 1.7372153946198512
leaf_count=68 35 9 22 33 18 53 760 52 16 44 37 198 55 41 48 32 86 93 63 20 147 16 46 117 31 32 31 28 560 109
internal_value=0.000766591 -0.0191209 0.000905533 0.000734055 0.000969129 -0.00128189 0.00224368 0.00165953 0.000673678 0.00207422 -0.0194529 -0.000445533 0.000338434 -0.00164925 -0.0335079 -0.000448852 -0.00899721 -0.00495803 -0.0149297 0.00180716 -0.00151219 -0.0143138 0.00112897 -0.0314756 0.00890953 -0.0102825 0.0126927 0.00429504 0.00339994 -0.00214503
internal_weight=232.281 1.61155 230.669 228.276 226.467 81.8716 144.596 141.145 133.044 124.388 8.65577 80.5737 78.0096 69.4648 4.40644 67.2729 14.047 12.437 6.96541 53.2259 36.2733 10.0588 5.29457 4.76423 16.9527 2.79146 14.1612 8.75321 26.2145 15.7811
internal_count=2900 44 2856 2834 2801 1826 975 957 905 804 101 1773 1575 1520 64 1479 274 242 149 1205 1063 247 114 133 142 52 90 59 816 669
is_linear=0
shrinkage=0.0333403


Tree=344
num_leaves=31
num_cat=0
split_feature=3 13 7 17 15 9 14 16 4 17 18 12 2 13 15 10 9 12 19 3 12 15 15 5 5 7 15 17 18 18
split_gain=0.53735 0.967717 0.727054 0.586661 1.52761 0.826947 0.564094 1.43247 1.41858 1.31806 1.47631 1.33589 2.19947 1.48902 3.8847 1.52711 1.44862 1.40111 1.2898 1.23626 1.68745 1.65774 2.00349 1.93382 4.39635 2.87765 1.21134 1.17003 1.04643 2.56535
threshold=108.48197402175002 120.78166996855002 17.938678131200003 161.95900874150001 35.054707749500004 38.136666659400014 241.54317565595002 13.894967507500002 175.46299761980001 206.02826764000002 15.946034773700001 114.86856072930001 87.122651665300012 117.59584708395001 41.403124198950003 73.365333921800001 202.48520976110004 124.89425631215002 14.351157895250003 83.799239926100014 133.01805689090003 28.777417478550003 39.283112803100003 20.950952025950006 20.102686929350003 24.734108155950004 41.657300687350009 186.52991945525002 13.583580954200002 13.1493823129
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -5 10 11 12 28 15 27 19 17 -17 -14 -13 -21 -22 23 24 25 -23 -24 -15 29 -9
right_child=1 -3 3 6 -6 -7 -8 9 -10 -11 -12 13 18 14 -16 16 -18 -19 -20 20 21 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02372315664342154 -0.029004369987210728 0.015732637547638595 0.021841274044575705 0.024619512669185228 0.033567259773018082 -0.032129883669050667 -0.00062479811071942742 -0.00077831519264569531 -0.030854193819348157 -0.01334215365378635 0.021060668102017593 0.028607223135055173 -0.03272282572665379 -0.0024732327692792589 0.012223634435985951 0.023664634181310418 -0.034979176991969001 -0.01702774921828815 -0.002013184995064329 0.016068347868469304 0.018424555071192582 -0.034296163099462998 0.022117618007004559 -0.020850089846783989 0.030913230202008011 0.0093718939267568423 -6.3330740473738022e-05 -0.027803536368590544 -0.0038618996901707697 0.020530799281045266
leaf_weight=1.0365157716441888 1.1631437766482111 0.53724144212901581 0.25071559415664468 0.43700962490402107 0.42391642928123463 1.54814604553394 115.12759868142894 15.477758147288116 1.7671545235207302 3.8022708082571617 3.3963079657405606 2.3928111465647808 2.475257739191874 2.1505833892151696 6.2262133583426476 1.2281107013113794 1.1387748215347526 1.3501044071745125 1.7920273542404173 13.233291812241076 4.733680029166865 2.4744945187121647 3.8590551987290374 4.5912926765158772 2.5748404562473297 2.1379341874271631 3.6330001298338175 3.8983217114582658 18.16428532358259 5.9425933752208939
leaf_count=16 120 7 22 6 1 96 1671 104 116 64 22 13 43 26 27 13 21 41 11 84 41 31 15 29 11 13 26 28 154 28
internal_value=0.000570761 -0.0148696 0.000686285 0.000580737 -0.0135129 -0.0246077 0.000720586 0.00214321 -0.0198557 0.00259776 0.00318693 0.00257668 -0.00102149 0.00541341 -0.00306303 0.00781377 -0.00908258 0.00235572 -0.0198264 0.0093985 0.00816419 0.00380672 0.000215957 -0.00687362 0.00205467 -0.0140553 0.0113618 -0.0187978 0.00100572 0.00513342
internal_weight=228.964 1.70039 227.264 226.228 2.22278 1.79886 224.005 108.877 2.20416 106.673 102.871 99.4744 43.8519 55.6225 12.2751 43.3474 3.71699 2.57822 4.26729 39.6304 37.2376 24.0043 19.2706 11.7786 7.18727 4.61243 7.49206 6.04891 39.5846 21.4204
internal_count=2900 127 2773 2757 119 118 2638 967 122 845 781 759 340 419 81 338 75 54 54 263 250 166 125 84 55 44 41 54 286 132
is_linear=0
shrinkage=0.027569


Tree=345
num_leaves=31
num_cat=0
split_feature=16 6 15 13 7 15 18 15 19 4 2 6 10 0 12 0 9 8 17 18 17 7 9 10 16 7 3 10 18 17
split_gain=2.48817 2.41538 2.06209 3.05369 2.80562 1.74649 2.89564 2.38929 1.59945 3.08902 2.28797 2.2024 2.23409 3.32441 3.39758 2.27469 2.8441 2.77399 1.82288 3.89194 1.68633 2.67682 1.86592 1.58355 2.27218 1.76213 2.90691 2.58689 1.83747 1.51327
threshold=18.594956516900002 15.675366252400002 46.574831689400007 117.61735474900001 23.539316666200005 28.452330424200003 14.025183600500002 28.321365561200004 12.851036860900001 225.05241822990004 237.82463207520001 13.665319288000001 78.220689305400015 95.897301513100004 219.23896387120001 102.65877371115 93.169089829900017 1.9484794260000002 195.44378352670003 17.552559642400002 183.58889821140002 23.764169255700004 205.88909726980003 61.614083433650009 22.744946812400002 20.861721588400005 103.44111502715002 55.94143677835001 12.810573245550001 182.28951942140003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 23 -4 -5 7 -7 8 11 -10 18 12 13 14 -1 -14 17 -17 -11 -20 21 -13 -22 25 29 26 -2 -28 -27 -25
right_child=2 -3 3 4 -6 6 -8 -9 9 10 -12 20 15 -15 -16 16 -18 -19 19 -21 22 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.0023105392584787075 0.0026202846892162028 -0.0021133607211099143 -0.0026135663113766904 -0.0018308350501301828 0.0015932252421555764 0.0012610139789577261 -0.0026014984803078827 0.0031558326542439003 -0.0026177043778684646 0.00213422501468267 -0.0021027950792608971 0.00091082528471521764 0.001088539830183369 -0.0027085070588674263 0.0015149888490885916 -0.00036133325895088128 -0.0020299508335124483 0.0023079689116321366 -0.0021967500346036597 0.0022603978400987461 0.0023739097677323894 -0.0025976145839111948 0.00027601694720870521 0.0015720088642239801 0.0023686900182993097 -0.0030457430557713598 0.0002588520988329677 -0.0033599629672433676 -0.00019070398181841961 0.00040947515498681127
leaf_weight=2.7500319369137269 3.0526909455657032 4.457834895933046 4.1348743438720685 2.8484231932088733 4.6667478904128075 2.0796108702197662 4.6256375852972269 1.7775175869464863 4.8136158538982299 3.5761634204536659 3.0573724661953738 5.6060885791666832 13.154427162837235 5.5884871585294604 4.5638153646141291 13.285709292162215 5.5198616173584005 3.6733239144086829 3.4434722401201725 2.4988958174362779 7.5428095804527384 2.2535523921251297 5.3609976507723331 8.7655515074729902 4.8239375352859488 2.8985105529427519 7.6632681358605605 1.8037598505616186 3.9190924800932407 148.2965231295675
leaf_count=68 9 197 76 38 18 15 125 5 92 28 55 57 146 121 39 406 241 19 67 17 35 21 35 36 16 29 72 37 29 751
internal_value=0.000191474 -0.000157412 0.000371693 -0.000737043 0.000295427 -6.57957e-05 -0.00140355 3.5599e-05 -2.83803e-05 -0.000765591 -5.66671e-05 0.000156611 -0.000160397 -0.00112975 7.6577e-05 0.000190592 -0.000334879 0.000216837 0.000600554 -0.000322422 0.000897634 -9.51307e-05 0.00150232 0.000442968 0.000530804 -0.000292362 0.000313266 -0.000430643 -0.00140453 0.000474356
internal_weight=292.503 99.6292 192.873 11.65 7.51517 95.1714 6.70525 88.4661 86.6886 17.3895 12.5759 69.2991 48.5357 12.9023 7.31385 35.6333 22.4789 16.959 9.51853 5.94237 20.7634 7.85964 12.9038 181.223 161.886 19.3373 12.5197 9.46703 6.8176 157.062
internal_count=2900 1789 1111 132 56 1592 140 1452 1447 259 167 1188 1040 228 107 812 666 425 112 84 148 78 70 979 803 176 118 109 58 787
is_linear=0
shrinkage=0.00271873


Tree=346
num_leaves=31
num_cat=0
split_feature=15 13 7 15 17 6 6 4 10 10 17 10 3 17 17 9 15 17 17 5 3 13 16 0 4 16 2 9 13 3
split_gain=0.529208 1.76819 1.58655 0.651945 1.81084 5.00741 1.03707 1.79211 3.74665 1.93498 3.36214 2.47609 1.97908 1.77084 5.16223 2.17812 2.28966 1.87392 3.39801 1.70429 1.6991 1.36722 2.90052 1.83221 1.91498 2.14116 1.81497 1.79818 1.54895 2.59409
threshold=46.574831689400007 117.61735474900001 23.539316666200005 42.80317728375001 203.93111730270002 16.395383075500003 16.455384477450004 281.32428032805007 61.960894532450006 64.654729579150015 179.3150319858 64.221887820150016 92.837836160650014 187.59608338195002 186.67336014325002 190.24759545780003 39.104631750950013 184.84480138465003 182.28951942140003 30.690160697650004 108.3367972827 112.82921081865001 19.974953289850003 86.135510041400025 203.63782228400004 22.604947139800004 222.38716625935004 186.67271206880002 109.72404167800001 86.130133125200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 21 9 20 11 -11 12 -8 14 17 -15 -17 18 19 -14 -9 22 28 27 -25 26 -26 -23 -1 -30
right_child=1 2 -4 4 -6 -7 7 8 -10 10 -12 -13 13 15 -16 16 -18 -19 -20 -21 -22 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00050339679495443369 -0.022132816040953494 -0.015059182025614563 0.012250832616607249 -0.028121860925955307 0.02182289120986329 0.0074047745615139536 -0.023318889556400577 0.013060533974854288 -0.035698853788975568 0.012807090286106644 -0.043642477501994022 0.022990514565456907 0.0042072872850436038 0.017616782069671166 -0.054099905879941894 -0.013202458261143231 0.0088022047844510433 0.016462107316105024 -0.034593644465103879 -0.026193290152477452 -0.019683039018636234 0.0064790355778577289 -0.021109208594966414 0.017037454989914835 0.0034949325308419768 0.013628404772368503 -0.014978628112622102 -0.015906070414500484 0.024782476940668957 -0.00055379279616507755
leaf_weight=87.409338530385867 2.7411146743688715 2.0943027422763407 3.6404175870120525 2.9436232550069752 3.327202219516038 15.727834421209989 2.3665016964077941 2.649965625954791 3.0003906348720193 1.096229177899658 1.654900917317718 2.8479747963137916 8.7058136577252316 6.2548672333359745 1.269060231745242 5.1418951563537103 6.949811078608036 2.8995376843959084 2.128483840962871 1.3283736171433691 1.58158864028519 4.3008387512527388 4.0089798532426348 9.5410134717822057 13.480335246771579 9.4935824386775476 4.4115434736013404 4.6867923624813557 4.2315648943185789 6.2647163877263665
leaf_count=1737 76 38 18 34 20 100 16 25 40 29 16 14 171 24 12 38 31 14 20 44 34 29 43 45 62 54 30 31 16 39
internal_value=0.00051264 -0.00561702 0.0022773 0.000749114 0.00483166 0.00180387 0.000294846 -0.00282237 -0.0143296 -0.000870844 -0.0211493 0.000527637 -0.00119931 0.000310183 -0.00567759 0.00564022 -0.000555091 -0.00159778 -0.0059032 0.000182714 0.000822274 0.00134655 -0.000267171 0.0049285 0.00739228 0.00403193 -0.00106003 -0.00519416 0.000586256 0.0096605
internal_weight=228.179 8.47584 5.73472 219.703 21.9987 18.6715 197.704 49.8754 7.23194 42.6434 2.75113 39.8923 37.0443 34.6778 16.3313 18.3466 12.0917 15.0622 12.1627 10.0342 4.23155 147.829 101.915 45.9141 36.9265 27.3855 17.8919 8.98763 97.9056 10.4963
internal_count=2900 132 56 2768 154 134 2614 528 99 429 45 384 370 354 261 93 69 249 235 215 59 2086 1835 251 191 146 92 60 1792 55
is_linear=0
shrinkage=0.0249996


Tree=347
num_leaves=31
num_cat=0
split_feature=3 10 9 0 7 15 9 8 17 4 18 6 0 8 10 3 2 17 18 17 2 7 3 19 3 13 7 9 12 18
split_gain=0.512551 1.16881 1.92425 1.57268 3.13084 1.31832 1.79035 3.97883 1.63403 1.5054 1.45675 2.45313 1.1648 1.13456 1.8097 1.0512 2.83175 2.83243 1.32291 2.53531 2.15142 1.04258 0.995443 1.17686 1.02055 0.900328 0.813399 4.46019 1.81623 1.66838
threshold=93.883646373400012 61.917879202350001 187.38923140910003 85.613949164150014 19.617375644250004 43.376643616500012 191.62448690950001 10.441851282850001 188.84204146815003 376.98468903265001 12.386025881750003 16.730390902950003 85.807518149550006 8.543332867800002 61.998532946250002 93.58791597905001 86.011634045550025 193.01551328760004 13.278511569200001 184.59783591905003 157.69206214580001 22.426784932800004 108.48197402175002 13.351077205700003 103.44111502715002 120.78166996855002 23.195026784100005 195.39349636155001 251.26407571030003 13.340835220050002
decision_type=2 2 2 2 2 2 2 2 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 5 3 4 -3 6 8 -8 9 10 22 -12 -1 -4 -15 18 -17 -18 19 21 -21 -14 23 24 -2 -24 27 28 29 -20
right_child=1 2 13 -5 -6 -7 7 -9 -10 -11 11 -13 15 14 -16 16 17 -19 26 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010710646181432292 0.016028547271195678 0.022856926585008323 -0.035451976596443509 0.011941624367265632 -0.036116161517075744 0.011926956815808333 -0.036416550233776823 0.014625527615089355 0.026989987118964852 -0.03262417114581985 0.0025930076491063846 -0.049890949611581463 0.0012961256809142733 0.010986456741480844 -0.032519129556233983 0.010774252624534134 -0.037176314647165497 0.0032353389057344765 0.012831784516540394 0.018014465943764896 -0.0055839006282166308 -0.023045028285515724 -0.028148691064248801 0.020797532067122905 -0.017046567963630316 0.016315125299894897 0.0010809239837193396 -0.02981268679377649 0.011526843547879129 -0.0094307171737104054
leaf_weight=8.5868943021632713 1.2291260464116986 1.0135272294282898 2.3481266559101641 3.6284207962453365 1.7897405209951101 5.901952961459755 2.8861611951142541 1.7715820670127866 1.6811916939914215 1.0058318274095643 1.9394142789533355 0.95553158596158017 3.0192529368214336 1.4192177485674622 1.3325747572816906 3.3106009736657125 3.1068457073997706 2.0821934379637241 3.0560166486539009 12.276973973959683 3.5886901188641778 2.1766962248366326 0.94798770349007078 4.0730991945602 1.4755653017200527 0.49997642729431391 124.88551026344066 4.0956773683428755 7.3570603572297832 11.620219539618118
leaf_count=45 14 8 45 17 78 35 43 8 13 25 25 39 33 12 48 14 47 15 16 57 25 16 106 23 32 5 1753 31 81 191
internal_value=0.000505581 -0.00243138 -0.00946364 0.000288695 -0.0147943 0.000896559 -0.00262899 -0.0170026 0.00221964 -0.00121446 0.00162645 -0.0147303 0.00106295 -0.0217626 -0.0100814 0.000604177 -0.0085998 -0.0209604 0.0010588 0.00735345 0.0126767 -0.00890091 0.007383 0.0116938 -0.00201584 -0.0127955 0.000180906 -0.0041208 0.000654955 -0.00479502
internal_weight=225.062 35.899 11.5316 6.43169 2.80327 24.3674 18.4655 4.65774 13.8077 12.1265 11.1207 2.89495 189.163 5.09992 2.75179 180.576 8.49964 5.18904 172.076 21.0616 15.8657 5.19595 8.22575 6.77779 2.70469 1.44796 151.014 26.129 22.0333 14.6762
internal_count=2900 576 208 103 86 368 333 51 282 269 244 64 2324 105 60 2279 76 62 2203 131 82 49 180 69 46 111 2072 319 288 207
is_linear=0
shrinkage=0.0268104


Tree=348
num_leaves=31
num_cat=0
split_feature=16 6 0 4 10 16 0 10 18 9 7 17 0 19 10 5 0 5 19 8 7 3 16 9 7 5 17 17 9 17
split_gain=3.71329 2.58033 2.42082 3.12336 4.48208 2.69622 2.67789 2.56043 2.4924 3.58226 2.81182 2.45822 2.40544 4.68351 3.25423 4.9974 2.80445 2.09138 2.14211 3.00413 3.96994 2.02457 3.13857 3.37214 1.98288 1.93856 1.92516 1.88321 4.04189 3.61569
threshold=18.594956516900002 15.675366252400002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 86.280686780500005 61.944763783650011 13.740383930250003 196.26893085885004 23.9444576715 192.34053301495001 90.337570099350003 14.551174033150001 66.697957758300021 19.385335982600001 88.232507383150008 10.718565385000002 13.051052998800001 7.7439566930000003 27.698174638300006 84.807411725000023 18.714956236300004 203.09362050815002 23.496712412700003 19.998562110200005 189.37128582595003 188.16174763880002 195.39349636155001 186.34046889365004
decision_type=2 2 2 2 2 2 2 2 2 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 27 6 8 7 -5 -4 10 24 -9 13 16 -14 21 -11 -1 -19 -20 -21 -16 -23 -24 -10 -17 -6 29 -29 -2
right_child=2 -3 5 4 26 -7 -8 11 9 12 -12 -13 14 -15 15 25 -18 18 19 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0006691487140637832 0.00046300527546122116 -0.0017634727860535997 0.00099155970407191658 5.9366780535846962e-05 -9.060883038212272e-05 0.0013250221221095969 0.0014381134902288067 -0.0029896695282699997 -0.0014392966875087076 -0.0030662615688640178 -0.002821165645302394 -0.00030967605991295458 0.0018072828271136359 0.001313452830269889 0.0016817353884446 -0.00033658222043382276 -0.00029634546774992023 0.00024975866197980522 0.00070290575482065984 -0.0025229895982962262 0.00080649528082618637 0.001610255402977866 0.0003981085268938256 -0.0029162053096885173 0.00089603859813972063 -0.0029915584259824538 -0.0030599761611789177 0.0014299188581333529 -0.00044838405219491015 -0.0013623683230508446
leaf_weight=23.064731266116723 23.432260363362733 4.6962928469292811 25.720910772681236 18.622733048163362 1.4744688924401987 20.147284079343081 4.8284667134284964 3.109143045730888 3.5979158580303174 3.2986876070499402 3.048364644870162 3.7033335939049721 9.7137518972158414 4.6001210734248161 7.9320792406797471 2.8774054907262316 3.9864554330706596 67.317903769901022 4.6362821375951162 5.8967868592590076 2.526096043176949 4.6952249109745008 4.3315401561558247 2.3322277925908566 3.5838884338736534 2.572117418050766 4.0123779121786356 18.484606498852376 8.1528915315866453 6.947578612715005
leaf_count=702 151 197 100 124 23 86 16 49 23 25 44 29 43 15 33 16 19 703 36 130 21 18 24 26 17 34 49 66 41 40
internal_value=0.000177905 -0.000152432 0.000360901 0.000100853 -0.000414094 0.0005964 -7.90614e-05 -0.000367073 0.000418012 0.000157233 -0.00103294 -0.0015328 0.000419981 -0.000442057 0.000717347 0.000289412 -0.00155055 -7.92898e-05 8.99741e-05 -0.00073369 -0.00152445 0.000820241 0.000218653 -0.000761856 -0.00027391 -0.0015897 -0.00226202 0.00042373 0.00085503 4.55598e-05
internal_weight=303.344 108.138 195.206 92.7679 35.7505 102.438 30.2637 25.4352 82.2907 56.5698 10.2302 6.81248 46.3396 11.8853 34.4543 24.7406 7.28514 103.442 80.3771 13.0592 8.42288 19.2911 11.359 6.66377 7.1818 5.44952 5.48685 57.0173 26.6375 30.3798
internal_count=2900 1789 1111 588 290 523 218 202 437 337 84 78 253 59 194 151 44 1592 890 187 151 101 68 50 40 50 72 298 107 191
is_linear=0
shrinkage=0.00222222


Tree=349
num_leaves=31
num_cat=0
split_feature=6 6 0 0 15 9 3 9 2 10 18 16 3 16 9 12 17 10 0 15 6 16 10 0 5 5 5 9 16 6
split_gain=3.14728 3.05531 2.446 4.00835 3.55031 4.98266 4.00452 2.81735 2.53137 2.37143 2.32195 2.45621 2.27427 2.2583 2.75057 2.72541 2.07791 3.92994 5.70347 3.50082 2.30167 2.79084 2.07346 1.88116 2.08462 2.48575 1.78127 1.68151 2.72296 2.23294
threshold=13.665319288000001 13.775321858200002 93.972365491700018 87.181320254150009 29.049007317550004 206.08249486475003 82.753429713350016 202.89977928865002 317.41815758785003 76.919475570250015 14.873215527100003 19.134955254150004 92.751805500450018 22.634947069650003 188.53841931785004 93.660658182900008 200.83528241485001 66.697957758300021 90.337570099350003 31.385732506450001 16.135377000500004 20.784951395750003 71.787208999250012 86.530713386650021 20.361635946650004 21.005083245250002 21.746930049350002 66.290220196950017 21.979948601300006 17.495408777450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 7 -6 -4 12 -7 -8 22 -3 14 -5 -16 19 18 -18 -17 21 -21 -12 24 -14 -26 -25 -27 29 -29
right_child=1 2 4 13 6 9 10 -9 -10 -11 11 -13 23 -15 15 16 17 -19 -20 20 -22 -23 -24 26 25 27 -28 28 -30 -31
leaf_value=-0.00023190760602920845 0.0018589926725376699 -0.0015619847328466852 0.0003118439333152046 0.0021227107349644767 0.0015321513252951938 -0.0023118015602693657 -0.0032372646376448164 0.0024316244320960892 -0.0020076567815862675 0.00031750012670328374 -0.0030593331123591324 0.0015201881768471409 0.0017293359731056777 0.0019677116763913071 -0.0010953323112416541 0.0020407188033634369 -0.00074269314685276736 -0.0019005652315652966 0.0023120176869921216 -0.0012563649960298758 0.0015094348956236998 0.000917145767726928 0.00063813122399782236 0.0020629522206053637 -0.001589092678974192 0.0013263941930424811 0.00013872524499040483 -0.00037551395329619102 0.00021212130174927548 -0.0028236795647948944
leaf_weight=78.736354233697057 6.9041821509599677 4.105013456195592 10.713833112269642 6.4196885116398326 2.2267275396734467 4.8563334289938203 4.4174089534208161 5.1534169986844054 3.0865862525533876 3.13122733309865 2.7792150839231913 1.5942982845008371 4.2357625132426611 8.3496497794985753 5.4052658900618544 11.871637340635059 7.4292989298701304 4.4324416555464259 6.2424222156405449 6.4750632047653216 7.0997534021735182 6.6415052488446236 1.2073945738375185 5.6883569471538049 4.9220117684453717 6.0827171653509131 5.0315165445208549 6.7755296817049366 65.20935902139172 2.9757169242948294
leaf_count=1334 34 26 60 30 13 50 72 17 48 21 52 7 17 37 28 42 35 41 23 37 27 25 14 19 30 36 22 168 404 131
internal_value=0.000172636 0.000316463 0.000266827 0.000379919 -0.000292617 0.00023641 -0.00132491 0.00100031 9.50968e-05 -0.00128108 -0.00196121 -0.000951178 0.000156894 0.000817524 0.000662669 0.000494082 0.000665248 2.71074e-05 0.000652069 0.00102529 0.000429 -0.000155819 -0.00193951 0.00022681 0.000115931 3.6434e-05 0.00115979 0.000135157 3.84938e-05 -0.0011226
internal_weight=300.2 221.463 214.559 178.479 36.0799 23.8548 12.225 15.8673 108.113 7.98756 9.99832 5.58091 105.026 70.3667 62.0171 55.5974 50.1921 18.1042 13.6717 32.088 20.2163 13.1166 3.98661 100.921 90.2011 85.9653 10.7199 81.0433 74.9606 9.75125
internal_count=2900 1566 1532 1226 306 148 158 77 901 71 145 73 853 325 288 258 230 99 58 131 89 62 66 827 786 769 41 739 703 299
is_linear=0
shrinkage=0.00235581


Tree=350
num_leaves=31
num_cat=0
split_feature=13 0 15 6 6 2 5 4 6 6 4 7 19 6 6 5 3 9 13 16 5 19 6 0 5 2 7 7 8 16
split_gain=3.34195 3.84172 2.75135 2.71912 3.10488 3.05244 4.98818 2.50019 2.49254 3.17124 2.69902 2.91104 5.73946 2.34328 2.61539 4.52497 2.32034 4.15892 2.65066 2.29934 3.44381 2.26767 2.14213 2.84776 2.94136 6.00921 1.90865 1.9058 1.87441 3.90722
threshold=109.57886493895002 86.530713386650021 36.168474401900006 16.375382608200002 16.285380505300001 103.98563613345001 21.746930049350002 390.96858665540009 16.585387514950003 20.305474434200004 248.34582299520005 23.124786352450005 14.251149826300002 14.355335410100002 16.455384477450004 22.443872254700004 93.883646373400012 187.38923140910003 121.87856088575002 22.634947069650003 22.782602051550004 14.451165964200003 15.925372093750001 93.262612545250008 19.812684199800003 77.807238814800016 23.477153707700001 29.973557588500004 8.6432548896500023 22.794946695500006
decision_type=2 2 2 2 2 2 2 2 2 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 27 4 -2 16 -7 8 10 28 -8 12 -12 -3 19 26 -5 -18 -19 20 21 22 23 24 25 -15 -16 -1 29 -10
right_child=1 13 -4 5 -6 6 7 -9 9 -11 11 -13 -14 14 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.0110501733743582e-05 -0.00012939672504948903 -0.00093918513419494589 -0.0029752105242163316 0.0015178592169905599 -0.0036678849722122475 -0.002757082776793054 0.0012924599925749323 -0.0024687318333041367 -0.0018284097433987686 0.0020548273538789799 0.0011220052056727374 0.00073039500340243155 -0.0029454863784768282 0.0010065065448173246 -0.00024994568425508869 0.0019315458424309919 0.0015868551316027676 -0.0024201865258701733 0.0008903276719661868 0.0021682020250520504 -0.0010868985825646877 -0.00021534201365560612 0.0020594320313650251 0.0021020823004235878 0.0012607360798008993 -0.0034707578549272875 -0.0026125442628513748 -0.0026289985598867763 -0.0035297125746446422 0.0022913952765976561
leaf_weight=121.89553265715949 4.0543933035805813 4.7095988467335692 2.1496651065535834 15.12607114762068 2.6063998243771493 4.4169152751564971 15.685439616441725 2.4130114640574893 6.1667134168092144 2.046100251376628 3.9259840562008339 11.803130570799111 5.1060923906043172 4.6449162587523523 6.2413347810506803 4.7889850661158553 6.0569760582875443 4.5233202688395977 2.351947546005249 11.004163198173044 5.0602258034050456 7.0887958332896224 15.946350343525408 8.1946961097419244 9.2082934230566007 3.2667295038700104 3.3682530596852303 1.8613368864171196 2.0927489586174479 1.934934079647064
leaf_count=1580 34 29 49 54 30 29 70 43 155 8 25 62 73 21 28 17 45 49 10 45 31 33 58 29 36 25 26 165 35 6
internal_value=0.000175647 0.000402949 -0.000138177 4.13335e-05 -0.00151402 0.000165183 -0.000178088 4.45092e-05 0.00016888 -0.000818921 0.000499958 -9.66635e-05 -0.00117746 0.000793952 0.000897519 -7.70605e-05 0.000845294 5.8634e-05 -0.0012877 0.00111537 0.00089845 0.00110623 0.00133329 0.000875867 0.000288923 -0.000842162 -0.00107806 -8.88977e-05 -0.00139571 -0.000844468
internal_weight=299.739 173.833 125.907 90.3102 6.66079 83.6494 55.5911 51.1742 48.7611 12.2405 36.5206 20.8352 9.03208 83.5223 78.8127 14.3986 28.0583 12.9322 6.87527 64.4142 53.41 48.3498 41.261 25.3146 17.1199 7.91165 9.60959 123.757 10.1944 8.10165
internal_count=2900 1106 1794 728 64 664 506 477 434 204 230 160 98 378 349 71 158 104 59 278 233 202 169 111 82 46 54 1745 196 161
is_linear=0
shrinkage=0.00252939


Tree=351
num_leaves=31
num_cat=0
split_feature=13 8 3 4 18 6 6 10 9 15 9 16 0 15 0 16 5 13 3 9 6 6 8 9 3 10 19 7 17 5
split_gain=2.20753 2.75954 2.11056 1.5591 1.44952 2.04465 2.57091 1.8601 2.73277 2.93414 2.82394 2.74322 2.61686 4.41556 2.22373 2.45754 2.37384 2.33205 2.57995 2.16638 2.37333 2.74082 2.44677 2.19475 3.97091 2.14496 3.5656 2.45618 2.06806 1.9118
threshold=95.870416931800023 2.9476996444500005 108.48197402175002 159.66984649465005 17.108018746400003 13.665319288000001 13.775321858200002 70.182199495350019 206.50942114985003 18.737875933500003 214.22994816675003 18.764956119400004 96.055920542800024 28.452330424200003 86.530713386650021 22.614947116400003 20.361635946650004 117.38883580790001 92.751805500450018 66.290220196950017 16.375382608200002 16.285380505300001 5.9453602998000008 186.67271206880002 93.733092718100025 64.434276012450013 14.451165964200003 23.856905110850004 190.79973618785002 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 -1 4 -4 5 -2 -7 14 12 -10 -11 -12 13 -9 16 17 -8 25 -19 -18 21 28 -22 24 -24 27 -27 -16 -21 -25
right_child=2 -3 3 -5 -6 6 7 8 9 10 11 -13 -14 -15 15 -17 19 18 -20 20 22 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=-0.00010955298421812932 -0.00033503715464733899 -0.0022517659671401086 0.0016330020543843561 -0.0029409947913499319 0.001302207822066798 0.0020914862759755853 0.0020848511763712461 0.00082201304323092721 0.0020559371203301515 -0.0034970017342946698 -0.002420226207306796 0.0018390181788821116 0.0011888963601577307 -0.0030978412254787139 0.0030213255571765528 0.0016446481139416945 0.0015661843354829858 -0.0022269297546938065 0.00049551234674968477 -0.0022940020421374505 -0.0021247350371707777 -0.0038307705471773363 -0.0011367154950938196 -0.00022249949388534942 0.0019073897624676871 0.00070539687479411731 -0.0018531001240490467 0.00048994654334845911 0.0011118706888633184 0.0018223260969277182
leaf_weight=21.30284320097417 37.134726969990879 5.5310426519718012 0.69838955486193244 2.4642753298394382 9.9327170159667713 6.0324653275310984 4.2797154933214179 5.0130695858970338 1.5126868523657311 4.5914348661899549 2.4194053001701832 2.0312302149832249 10.529884450137613 3.6092438967898488 5.6606884151697141 17.068182319402695 6.1794469691812983 4.4835546761751157 5.869146429002285 2.3458006661385289 3.5721342174801967 2.5184909151867032 4.3328024819493285 50.821044208947569 11.2635200927034 38.659464034251869 4.4336888343095771 5.5365129634737968 2.9252527505159378 3.5734814992174497
leaf_count=513 510 260 8 119 73 33 15 32 9 82 44 9 50 73 16 75 29 29 24 55 110 30 23 351 49 199 27 25 14 14
internal_value=0.000186741 -0.000551109 0.000263042 -0.00193095 0.000290112 0.000249312 0.000353008 0.000301405 -0.000323406 -0.00142744 -0.00201019 -0.000476345 0.000285027 -0.000818812 0.000408372 0.000732634 0.000119783 0.000491828 -0.000683525 2.37049e-05 -9.34601e-05 -0.00151184 5.67311e-05 0.000168067 0.00106171 0.000715957 0.000442163 0.00176967 -0.00040386 -8.81634e-05
internal_weight=286.326 26.8339 259.492 3.16266 256.33 246.397 209.262 203.23 29.707 10.5548 9.04207 4.45064 19.1522 8.62231 173.523 81.7112 91.8117 64.6431 10.3527 87.532 81.3525 7.78954 73.563 69.9908 15.5963 54.2904 43.0932 11.1972 5.27105 54.3945
internal_count=2900 773 2127 127 2000 1927 1417 1384 299 144 135 53 155 105 1085 395 690 320 53 675 646 99 547 437 72 267 226 41 69 365
is_linear=0
shrinkage=0.00270225


Tree=352
num_leaves=31
num_cat=0
split_feature=16 2 8 6 8 9 7 7 8 8 0 4 4 6 5 3 10 15 15 2 2 2 7 16 17 9 0 19 19 0
split_gain=2.78086 3.05078 1.99651 2.50023 1.83592 4.7829 2.21835 2.55761 2.04119 3.20485 2.48268 1.77147 2.65057 1.91081 2.54383 1.53104 2.34538 2.70836 1.59735 1.40366 1.7846 1.73817 3.48504 3.24945 2.95885 4.10164 5.26979 2.77513 2.76868 1.69246
threshold=13.534968349350001 234.61110956795002 2.9476996444500005 3.6650856341500009 4.9461400813500012 75.115715165350011 20.778835947700006 21.725272673150005 9.5425530862500008 9.0429429770000009 86.950112854950021 207.98441978950004 159.66984649465005 5.1551204485500008 2.7861270712500006 80.153690701200006 83.715897724050009 17.512831095650004 6.9561856507500011 59.615984903700003 50.734033752200013 151.19096455890005 23.102607264700001 22.674946976100003 188.54236693505001 195.29234479735001 86.345209775600011 14.351157895250003 14.651182102100002 86.001087134900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -3 5 11 -6 -8 9 19 -11 12 -2 14 -13 16 17 -1 -18 20 -9 -21 24 28 27 26 -26 -23 29 -24
right_child=4 2 -4 -5 6 -7 7 8 -10 10 -12 13 -14 -15 -16 -17 18 -19 -20 21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001092154041055283 0.0010175421202209857 -0.0017615062447907518 -0.0019969189246582604 0.0013310413429257497 0.0021190766876102974 -0.0029281331108508323 -0.0018407525469832913 0.00078514149434811067 0.0020766303142098017 -0.0035883251885545295 4.2861696219267474e-05 0.00075161593434688954 -0.0031568027355952147 0.00070506054074665251 -0.0029045291223096922 -0.0029759463774347845 0.0012662369738226707 -0.0030533469150324046 -0.0028480770102070102 0.00065578020276545656 -0.0018527796374961593 -0.0013229966748643592 -0.0016507823171034767 0.0018550896077835441 -0.0029431074985073026 -0.0053616071990103351 0.0020306333872799364 0.0026971997161048108 0.0025160057245937838 0.00016166729110862177
leaf_weight=4.8918265467509645 1.8189505534246588 2.318021093029528 2.2843090971000484 9.6234743287786824 4.9786389525979748 4.3444044063799074 3.864762593060731 3.1209200769662848 4.80153664946556 2.6171823870390645 2.7688831277191639 2.7219104552641538 2.7008969003800303 20.745158644393086 2.7174091516062617 3.5120876347646108 0.7884016332682221 1.4629310024902222 4.6587142588105053 101.35535337775946 4.4392517395317554 2.6546304211951783 3.8878911957144728 9.2225266452878696 3.9313944987952691 2.0489771524444222 2.4839513227343559 2.2814371604472399 3.4496947526931754 69.367465544957668
leaf_count=54 15 124 87 70 32 182 30 16 21 34 17 30 72 163 132 105 34 44 282 561 37 33 40 47 53 25 9 16 12 523
internal_value=0.000178995 -0.00059857 0.000292739 0.000730732 0.000266555 -0.000302913 0.000354374 0.000314851 0.000352991 0.00031425 -0.00172159 6.8534e-05 -0.00147689 0.000335299 -0.00107494 -0.00142655 -0.000965464 0.000137817 -0.00225258 0.000366906 -0.000763817 0.000409503 0.000158199 0.000355933 -0.00110974 -0.00206896 -0.00101733 0.000535127 0.000175684 6.54749e-05
internal_weight=291.863 29.5398 14.2258 11.9415 262.323 35.0487 227.274 222.296 218.431 213.63 5.38607 30.7043 4.51985 26.1845 5.43932 15.314 11.8019 6.35476 5.44712 208.243 7.56017 200.683 99.328 85.9276 13.4004 8.46432 6.41535 4.93607 76.7051 73.2554
internal_count=2900 800 281 194 2100 594 1506 1474 1444 1423 51 412 87 325 162 519 414 98 316 1372 53 1319 758 622 136 87 62 49 575 563
is_linear=0
shrinkage=0.00267314


Tree=353
num_leaves=31
num_cat=0
split_feature=13 13 8 16 9 19 17 17 17 9 9 19 6 7 10 10 3 17 13 16 19 17 7 7 19 8 8 0 17 2
split_gain=0.623154 1.32893 1.32804 1.30744 1.75782 1.26477 0.939463 1.31545 1.00387 0.928918 1.04451 0.905863 0.87517 0.824359 1.44594 1.25656 1.12494 0.829998 0.779556 0.674211 2.37495 0.829426 0.752737 2.69084 2.05711 1.67362 1.88466 1.62814 1.51455 1.50874
threshold=95.99139754765001 96.429616222950017 2.9476996444500005 12.644970430600003 38.136666659400014 11.350915826550002 217.44035869100003 201.37020668845003 200.96259924040001 210.39795333110001 210.70699256735003 11.850956171350001 12.745297791850001 20.562096111400006 84.600400448950026 87.33187390945001 69.085308578100012 180.19381692845005 95.870416931800023 14.994964935250001 12.250988447150002 199.55131508320002 21.725272673150005 20.940097048150005 13.351077205700003 9.5425530862500008 9.0429429770000009 86.950112854950021 180.67147619190004 201.92500828480004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 8 13 -4 -11 12 -6 -1 -15 -16 17 -17 -12 20 21 -13 23 24 29 26 -24 -28 -25 -21
right_child=1 3 9 4 11 -7 -8 -9 -10 10 18 19 -14 14 15 16 -18 -19 -20 22 -22 -23 25 28 -26 -27 27 -29 -30 -31
leaf_value=0.01850852098714819 0.021518070676008045 -0.031147241090792914 -0.029713264399194004 -0.03186292410251132 0.016856084794433474 0.010953718759967561 0.021381913636002382 -0.029009677645326859 0.030512892235586113 0.031407480890207777 -0.029050734161011019 -0.006042388914811808 -0.0039676948622367871 -0.018074226951953189 0.018602553698130721 -0.030300431043372957 -0.032776956706416262 0.0087664980893179031 0.024409447978055873 -0.0037277394568879696 -0.034207165580013667 0.019458339149974704 0.0018886300992755306 -0.041170405037171981 0.0092203983064790811 0.020016957756405419 -0.035377548303204533 -0.00042156844157273778 -0.0085044887157987251 -0.038620380053117
leaf_weight=1.3594180482905365 2.4362693438306442 1.8464990195352577 2.3271696741576298 1.2397431703284372 5.3384000603109589 0.78524610027670849 1.3937435122206796 1.3131400630809356 0.79160709027201015 0.4927974734455346 0.91298994648968779 2.6569916810840359 2.2007414125837386 3.8170682669151557 2.564014408737421 0.50740843138191927 0.94802880892530073 2.4346733879065141 0.27375588659197092 3.713851279695521 1.8699014710728077 1.5648301057517526 163.92404160182923 1.9612592482008029 9.6985139698954281 3.8222137726843348 1.9711133986711491 2.1520564891397953 2.4838499454781413 1.2888879219535736
leaf_count=23 22 68 167 70 40 19 34 112 4 2 96 46 40 127 31 63 31 91 3 137 50 11 1322 30 132 20 34 15 23 37
internal_value=0.000678862 0.00111439 -0.00412247 0.000876004 0.00112477 -0.0185854 -0.000355329 -0.00256103 0.000234826 -0.018347 -0.00259789 0.00132461 0.0107774 -0.00182597 -0.00451729 0.00350049 -0.00645345 0.00202879 -0.0167187 0.000963047 -0.00813721 0.00340953 0.00125327 -0.00397293 0.00175513 0.00183547 0.00142193 -0.0171325 -0.0229173 -0.0127174
internal_weight=230.09 210.954 19.1358 208.518 205.886 2.63175 15.1291 13.7354 12.4222 4.00671 1.67954 204.647 7.53914 11.6306 10.2712 6.45413 3.89011 2.94208 1.18675 197.108 6.09172 4.22182 191.016 19.1464 14.7013 171.869 168.047 4.12317 4.44511 5.00274
internal_count=2900 2116 784 2094 2007 87 516 482 370 268 101 1937 80 366 343 216 185 154 99 1857 107 57 1750 359 306 1391 1371 49 53 174
is_linear=0
shrinkage=0.0277871


Tree=354
num_leaves=31
num_cat=0
split_feature=5 3 16 16 19 19 7 18 6 6 5 15 12 14 16 0 19 3 16 5 16 0 9 12 6 8 2 2 5 5
split_gain=1.98532 1.43283 1.39624 1.22219 1.96223 1.71862 1.54838 1.83602 1.40697 2.8001 2.45025 2.11467 2.759 3.84453 2.49001 1.98354 2.66598 2.39603 2.25557 2.85015 2.25311 1.95073 2.20074 2.85764 1.8305 2.68857 2.39469 2.86807 1.79484 1.67491
threshold=11.848158554650002 108.48197402175002 21.084950694200003 13.534968349350001 10.550851274900003 11.850956171350001 24.437987282900004 13.849588037450003 13.665319288000001 13.775321858200002 13.264960807550002 23.304416445750004 212.36614019295004 414.62864134155001 17.204959767300004 93.972365491700018 12.651020723000002 84.968719212850019 15.444963882950001 16.069922422900003 17.844958270700005 86.530713386650021 188.53841931785004 93.660658182900008 14.815346158200002 7.943800736700001 94.025623727450025 151.19096455890005 20.361635946650004 21.005083245250002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 -6 10 -10 -7 -12 14 -14 -13 21 18 20 19 -17 -18 28 -23 -24 25 -22 -27 -28 -11 -30
right_child=1 2 -4 5 6 8 -8 -9 9 15 11 12 13 -15 -16 16 17 -19 -20 -21 24 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.00070061075360340033 0.00092224093015991335 -0.003573088796761634 0.0021110470065621237 0.0018762082591624303 -0.0036507602676319807 0.0012611866864435217 -0.0038199924955510424 0.00038186581390474764 0.0026503894097301846 0.0023865871770744041 -0.0028549448343459355 -0.001584546206170886 -0.004376505479521643 0.0010133323212499568 0.0023824687841061281 0.001871830230411895 -0.0029211194493451984 -0.0031802123867086989 0.002847311026970137 -0.0025195370721814553 0.0024871607406472007 0.0028223970619945978 -0.0016993267496333655 0.00091161071509471563 0.0026424120522134287 -0.0041422633205511726 0.0020046617379258203 -0.0029161325620907382 -0.0019335692147134894 0.00015438985603504521
leaf_weight=25.244365708203986 5.681432591751217 1.9914277117932209 0.64895928651094426 8.3386016646400076 1.76161725213751 7.2264440190047052 2.5566590502858162 4.6651184260845184 6.1644912511110297 3.8428311944007865 5.2649294082075384 2.7804468097165209 3.4669382674619555 2.6405170429497957 5.0413707960397005 3.4147144481539708 3.4372843420133057 4.8559851865284136 4.2777000814676285 3.2837869273498654 2.5952796600759012 6.1354075670242301 5.1235310994088641 64.752740835770965 2.6433225870132437 2.5553796570748091 3.0061326436698437 2.4227025476284325 4.6255477406084529 73.41967238439247
leaf_count=777 84 124 3 62 65 56 78 50 33 15 85 42 57 30 28 14 47 76 18 28 14 27 29 329 10 31 17 45 29 597
internal_value=0.000198629 0.000289935 -0.00217603 0.000316405 -0.000625753 0.000376136 -0.00160476 -0.000723508 0.000320038 0.00041805 -0.000409126 -0.00103798 -0.000351217 -0.00204625 0.000972301 0.000345772 -0.000411475 -0.00110001 0.000938219 -0.000280937 -0.000493682 0.000501597 0.000889854 0.000720169 0.000137333 -0.00048857 -0.00145583 -0.00019132 0.000141201 3.06417e-05
internal_weight=273.865 248.621 2.64039 245.981 14.6648 231.316 8.98339 6.42674 222.977 196.557 26.4206 19.1942 13.9293 6.10746 7.82182 190.392 32.4923 21.5161 10.9762 6.6985 16.6601 157.9 76.0117 69.8763 13.2228 10.5795 7.98421 5.42884 81.8881 78.0452
internal_count=2900 2123 127 1996 277 1719 193 115 1657 1359 298 242 157 87 70 1326 300 240 60 42 164 1026 385 358 117 107 93 62 641 626
is_linear=0
shrinkage=0.00336544


Tree=355
num_leaves=31
num_cat=0
split_feature=16 15 16 6 18 6 5 16 16 13 6 7 19 2 2 19 5 10 5 13 7 4 2 7 3 10 6 6 12 16
split_gain=4.38704 2.87599 2.84541 4.71892 3.38688 2.64272 2.14687 2.69135 2.96329 2.49356 4.6195 3.5444 2.42338 2.18672 2.14734 2.64486 2.14411 2.07093 3.14539 2.5917 4.16091 2.41898 6.55854 2.3761 2.83234 2.42204 2.16673 7.76153 2.15537 2.00041
threshold=18.594956516900002 44.920183738100008 22.824946625350005 16.505385645700006 13.278511569200001 15.675366252400002 11.848158554650002 15.919962772200003 13.534968349350001 108.61908538635001 11.585270688000001 23.608704471050004 10.550851274900003 159.92742394165003 187.77144079505004 12.651020723000002 16.579584939650001 61.614083433650009 23.151456684850004 117.66037007905001 23.302979953550004 310.49012963040008 339.55821382900007 20.861721588400005 103.44111502715002 55.94143677835001 16.180378051950004 15.925372093750001 231.43584503760005 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=5 17 3 4 -3 6 -1 8 12 10 -9 -12 -8 -11 15 16 -10 23 21 20 -20 28 26 24 -2 -26 27 -23 -19 -6
right_child=1 2 -4 -5 29 -7 7 9 14 13 11 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00061852053566225859 0.002158895069961672 -0.0025563030205093184 0.0016832423770713068 -0.0029802656290842783 -0.00041371431021589705 -0.001802368672422559 0.00063460630981517169 0.00055529786678604263 0.0010425584047351077 0.0019901942804193659 0.00015760749399359609 -0.0023239826294276658 -0.0010798940292705602 -0.00073473788848369174 0.0013653936092181576 -0.0014582990006444584 -0.00076988851774249681 0.00048102561690413921 -0.00067205312471661663 0.0024607173144444018 0.0020254289352931109 -0.0021512051482595984 0.0021545520979169694 -0.0014806853821802508 0.00023717245241832124 -0.0026804227739084295 -0.002874947448921215 0.0022729944585783966 0.0017631973626905488 0.0013706893253710717
leaf_weight=28.466776279266924 3.0520061478018787 2.4432499413378599 2.8987878970801821 3.6084366142749777 7.7610194878652674 4.6718404940329483 6.8387053706683245 7.6825157860294047 14.084773859009152 3.3487780895084134 4.0350978700444093 9.7906516753137094 10.19433486368507 2.5951593620702624 15.468158846721051 3.6226208843290797 4.2088157422840586 115.38283533975482 5.3511577881872672 7.2827626913785926 6.0473576337099075 5.8268899172544462 3.820875570178031 5.350785778835415 7.3951398208737356 1.7461745683103798 2.9078701213002196 2.9731811136007309 6.8982873782515517 5.2149096466600895
leaf_count=768 9 55 11 49 59 197 82 70 77 13 35 160 179 45 91 38 34 547 31 19 21 49 16 53 72 37 25 10 24 24
internal_value=0.000184523 0.00038727 -0.000373214 -0.000686508 -0.000149717 -0.000160934 -9.14328e-05 9.18402e-05 0.00037878 -0.000476949 -0.000829972 -0.00159972 -0.000391528 0.000800472 0.000729747 0.000281117 0.000625568 0.000483082 0.000564464 0.00142244 0.000759066 0.000448158 -0.000380229 -0.000242841 0.000300361 -0.000320147 -0.00120745 -0.000656451 0.000553357 0.000303422
internal_weight=310.97 195.962 21.9264 19.0276 15.4192 115.008 110.336 81.8696 54.4174 27.4522 21.5083 13.8257 17.033 5.94394 37.3844 21.9162 18.2936 174.035 156.491 18.6813 11.3985 137.81 15.5288 17.5441 12.1933 9.14131 11.7079 8.80007 122.281 12.9759
internal_count=2900 1111 198 187 138 1789 1592 824 501 323 265 195 261 58 240 149 111 913 742 71 52 671 100 171 118 109 84 59 571 83
is_linear=0
shrinkage=0.00222816


Tree=356
num_leaves=31
num_cat=0
split_feature=16 15 18 15 12 8 19 16 19 19 0 4 10 16 4 6 0 10 17 18 9 3 10 16 3 8 17 9 17 18
split_gain=3.09143 1.96238 2.93331 2.61383 2.02733 2.49057 2.35865 2.10916 2.93188 2.05856 1.9476 3.15446 4.16802 2.66209 2.54633 5.79533 2.41677 2.65625 2.37059 2.07837 3.25102 2.52177 3.0709 2.37618 2.36629 1.99662 1.96655 3.42961 2.77076 1.96153
threshold=18.594956516900002 28.452330424200003 14.025183600500002 28.321365561200004 206.66000365515004 1.3489472949000001 12.951044929850001 13.894967507500002 11.950964240300001 10.850875481800001 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 310.49012963040008 15.925372093750001 86.280686780500005 61.944763783650011 192.34053301495001 13.740383930250003 196.26893085885004 83.511574906150017 70.182199495350019 20.719951547750004 84.807411725000023 8.6432548896500023 188.16174763880002 195.39349636155001 186.34046889365004 15.232298661650001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 -1 11 26 16 14 19 29 17 -13 -19 -12 -21 -22 23 -23 -24 -25 28 -28 -2 -16
right_child=10 2 -4 -5 5 6 -8 8 -10 -11 13 12 -14 -15 15 -17 -18 18 -20 20 21 22 24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.00057603470152687653 0.00048918216809374444 0.00090101263308724417 -0.002593858997319203 0.0030687941101097726 -0.0014034306095189726 0.00079833384677232828 -0.001027980340433537 0.001290339810376464 -0.00054624387957697405 -0.002906678345860344 0.0012678914273293832 8.3323217681698122e-05 -0.0026752981957127559 0.0015263032018289406 -0.003877601123354492 0.00092356932987390245 0.001613376924667425 -0.0036245607810592674 -0.00045211122447912392 -0.0010426797787023705 0.0023719003909110116 0.0012882435796300539 0.00037267741168358986 -0.0017074927361323457 -0.0033113599420716423 0.00086889654811356124 0.0016816577186047671 -0.00040125088942837581 -0.0014391048731258193 -0.00056673511477550872
leaf_weight=6.6355363972252217 22.123950577341024 2.4841489212121806 5.1258328594267368 1.8243146967142809 5.3053854627069077 32.922116589150392 5.7940104450099161 7.4787116306833914 31.834639087319374 4.3855176474899054 24.098302789032459 17.462948109954603 5.2559096212498835 19.590217806398869 3.5069201868027431 7.066602785140276 4.6948357447981826 2.9825231209397307 3.6487165838479996 9.7437682151794416 5.2203655242919913 17.931028701365001 2.3436907306313506 4.1747904345393163 2.5217849463224411 4.2082598358392715 17.851347729563717 7.9651218280196181 6.7837206199765197 1.9344376325607298
leaf_count=232 151 33 125 6 213 389 88 69 464 170 93 124 72 86 37 33 16 49 29 73 19 78 15 22 33 19 66 41 40 15
internal_value=0.000204019 -0.000162703 -0.00145302 -6.06109e-05 -0.000121116 0.000292606 0.000525019 -0.00048295 -0.000196864 -0.00150345 0.000403183 0.000117074 -0.000513776 0.000651352 0.000444216 -0.000653044 -0.000119155 -0.000456745 -0.00187898 0.000639605 0.000311486 0.000673978 0.000389696 0.000745899 -0.00153677 -0.000414155 0.000509537 0.00103902 3.66739e-05 -0.00270057
internal_weight=294.899 103.79 7.60998 96.1802 94.3559 44.0215 38.7161 50.3344 39.3134 11.0211 191.109 88.7691 34.0449 102.34 82.75 12.508 28.789 24.0942 6.63124 70.242 46.1437 36.3999 31.1796 26.3141 4.86548 8.38305 54.7241 25.8165 28.9077 5.44136
internal_count=2900 1789 158 1631 1625 690 477 935 533 402 1111 588 290 523 437 85 218 202 78 352 259 186 167 119 48 41 298 107 191 52
is_linear=0
shrinkage=0.00263956


Tree=357
num_leaves=31
num_cat=0
split_feature=6 6 0 0 2 19 3 16 16 5 9 12 9 9 13 0 5 5 9 16 7 12 6 4 10 0 10 2 17 6
split_gain=2.07265 3.27773 1.86876 2.58744 3.71406 2.5311 2.89831 2.53956 2.45645 2.81937 2.12407 2.85349 1.94851 3.64475 1.79251 1.78855 1.7872 1.88618 1.60014 2.64529 1.96972 2.02685 1.83631 1.73216 3.1115 2.6684 1.86669 2.26869 1.85545 4.05436
threshold=13.665319288000001 13.775321858200002 94.047642319350018 86.530713386650021 317.41815758785003 12.651020723000002 84.968719212850019 17.844958270700005 15.444963882950001 16.316541761950003 188.53841931785004 93.660658182900008 206.50942114985003 214.22994816675003 108.61908538635001 95.762878606550018 20.361635946650004 21.005083245250002 66.290220196950017 21.979948601300006 19.152455927400002 261.40539695100006 17.495408777450006 248.34582299520005 62.041548276350007 86.280686780500005 61.944763783650011 226.19683278270003 188.16174763880002 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 16 8 7 -7 9 -4 -5 -12 14 -14 15 -9 -3 -18 -19 20 22 -22 -20 28 25 26 -25 -28 -21 -30
right_child=1 2 5 10 -6 6 -8 12 -10 -11 11 -13 13 -15 -16 -17 17 18 19 23 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00035537178534698904 0.0031482391716671863 0.0027220928568412028 0.0017231738097010423 0.0031155351557694789 -0.0049671441494467863 -0.0035148180372915712 -0.0042205273726926354 -0.0021184266133074726 0.0033123917844720681 -0.0034192524130725261 -0.0019532058970489854 0.0010456241662962396 -0.0055746982473184811 0.0010295137932615143 0.0038507026562078391 0.0026185924011212797 -0.0022885985780786112 0.0021615127744588286 0.0014283124867277618 -1.1371309505681946e-05 -0.0045330144610718909 0.0032526834432646955 -0.0041863826993043061 0.00035720959884626385 -0.0036440752494456751 0.0029398790014830301 -0.0049490047011205946 -3.0367302318340252e-05 -0.00042975454988960907 0.0032038082476871367
leaf_weight=67.366343558998778 6.5260247960686675 4.0052851289510718 3.7657865583896655 6.7375893946737042 2.1798935036640605 3.5479795327410164 4.1786505938507608 2.7115913210436684 4.2445974051952362 2.8360017873346806 5.192198619246482 66.199504233896732 2.1224377704784274 3.1495836600661278 2.9199804235249758 2.1831196956336498 4.8913756553083649 5.8660044707357875 3.3701637694612128 18.833700098097324 4.2735557234846056 0.57570221042260517 1.1980464893858878 11.505741162225613 3.9273191066458812 4.1315388903021804 2.7114685410633674 2.9940857421606779 7.9178581908345249 11.322840839624403
leaf_count=1334 34 17 19 37 44 47 70 34 18 29 29 336 34 25 13 11 30 36 45 103 165 7 82 76 55 13 47 28 42 40
internal_value=0.000237759 0.000431706 0.00034284 0.000506586 5.52109e-05 -0.000525203 -0.00132029 -0.000591748 0.00100051 -0.000485914 0.00102483 0.000827524 0.000200735 -0.00162924 0.00143529 -5.64008e-06 0.000180298 5.84027e-05 0.000204407 4.66275e-05 -0.00187963 -0.0036087 -4.41823e-05 0.000333005 -0.000457665 0.00012867 -0.000546155 -0.00236787 0.000857776 0.00170854
internal_weight=273.386 206.02 199.494 167.834 89.7046 31.6597 20.8133 16.6347 10.8464 6.60179 78.1293 71.3917 13.0867 5.27202 7.81469 4.89471 87.5247 83.5194 78.628 72.762 9.41747 4.84926 4.56821 63.3446 25.2702 21.3428 17.2113 5.70555 38.0744 19.2407
internal_count=2900 1566 1532 1232 830 300 234 164 66 48 402 365 117 59 58 45 786 769 739 703 299 172 127 404 219 164 151 75 185 82
is_linear=0
shrinkage=0.00389531


Tree=358
num_leaves=31
num_cat=0
split_feature=16 0 6 6 4 10 0 10 2 16 9 7 4 6 18 0 16 18 12 5 9 2 15 9 10 17 12 19 5 7
split_gain=2.18516 1.757 2.7719 2.47457 2.46467 3.34973 2.18086 2.3944 1.99372 1.75879 1.9331 2.19958 1.75977 5.05334 1.76145 1.75123 1.67798 2.21291 2.98591 3.81202 1.72155 2.40732 2.05302 3.04639 1.6742 4.44705 3.20333 1.96244 1.95251 2.19759
threshold=18.594956516900002 86.530713386650021 16.375382608200002 16.285380505300001 248.34582299520005 62.041548276350007 86.280686780500005 61.944763783650011 226.19683278270003 22.614947116400003 198.36365860590004 24.252468908850002 310.49012963040008 15.925372093750001 15.232298661650001 86.036037090600004 22.554947256700004 13.809421053700001 103.44931853055 17.671168838450004 195.51131808980003 101.14502893930002 34.279674133750014 202.64563922830004 74.986474174450009 195.53954078470002 96.350437043050007 12.751028791950002 9.9970238968500009 24.101221167900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 -2 -4 6 7 -6 -9 12 -11 -12 16 14 -14 -7 17 -3 19 -19 21 -20 -22 -24 25 26 -1 -28 -26 -30
right_child=1 9 4 -5 5 15 -8 8 -10 10 11 -13 13 -15 -16 -17 -18 18 20 -21 22 -23 23 -25 28 -27 27 -29 29 -31
leaf_value=-0.004442254610066961 -0.00022900680123423897 0.001879678341621904 0.00075183250442242833 -0.0048602554026718481 0.00022895874236487273 -0.00032017259628261847 0.0023570393100571067 -0.0044392705882245415 -0.00042954416581256411 0.0031818860966270762 -0.0012627386499506241 0.0019982582728573185 -0.0048167945909455808 0.001323438208340452 -0.00059059184452855723 -0.0050216412156472382 -0.0011238086032343765 0.0010190778041778929 0.0013941078855754054 -0.0038775986606652793 0.0018637900203728182 -0.0030969295682903531 0.0019453111605308598 -0.0024892663409521666 -0.00093294298713961373 -0.0038844944639081277 -0.00076755410788309497 0.001151208253201031 0.0019891233466310439 0.0001330856663792664
leaf_weight=2.0357758274767574 3.1520007997751227 20.051896028220654 48.706743457820266 2.419595061801374 16.045234632911171 1.443739847280084 3.8266271799802771 2.8067344231531015 3.0919756647199392 6.973073452711108 3.7800560444593412 6.995852991938591 3.1876349449157697 6.5498205684125423 1.8486716300249098 2.6940022259950638 5.0436486750841132 3.705208893865346 2.900516338646411 3.8422669656574726 19.863618377596143 2.766933124512434 3.6844222154468289 3.6673063468188047 15.244091739761641 4.7575106816366306 14.932323906570675 10.970184579142368 9.2684361413121206 41.270215961383656
leaf_count=47 22 82 273 29 120 29 13 46 30 27 21 38 37 33 15 26 26 18 13 32 99 35 18 29 606 117 285 172 54 508
internal_value=0.000243053 0.000469726 0.000107526 -0.00224023 0.000273917 -0.000504386 -4.2482e-05 -0.000460915 -0.00233746 0.000791168 0.00176877 0.000854341 0.000566153 -0.000671295 -0.00326549 -0.00338121 0.000784955 0.000944128 0.000480131 -0.00147372 0.000928592 -0.000798483 0.00128825 -0.000266815 -0.000169069 -0.000806108 -0.000281901 4.50767e-05 0.000147556 0.00047347
internal_weight=277.526 179.048 84.1867 5.5716 78.6151 29.9083 25.7706 21.9439 5.89871 94.8609 17.749 10.7759 77.1119 11.5861 5.03631 4.13774 65.5258 60.4822 40.4303 7.54748 32.8828 5.66745 27.2153 7.35173 98.4785 32.6958 27.9383 25.9025 65.7827 50.5387
internal_count=2900 1111 588 51 537 264 209 196 76 523 86 59 437 85 52 55 352 326 244 50 194 48 146 47 1789 621 504 457 1168 562
is_linear=0
shrinkage=0.00344448


Tree=359
num_leaves=31
num_cat=0
split_feature=16 2 15 3 10 15 8 6 6 5 19 15 13 10 17 7 7 7 5 6 7 7 4 17 19 3 8 3 16 4
split_gain=0.67014 1.743 1.18991 1.19645 2.14846 1.41875 1.14487 1.34789 0.796707 1.63958 1.00944 0.765819 0.72346 0.675215 1.60146 0.635277 1.6588 1.36816 3.91362 1.53644 1.08557 2.23988 1.84645 1.62619 1.42571 1.26269 1.18981 1.02594 1.82354 1.58078
threshold=13.534968349350001 234.61110956795002 17.382777826050003 80.153690701200006 83.715897724050009 6.9561856507500011 2.9476996444500005 3.6650856341500009 5.1551204485500008 2.7861270712500006 11.850956171350001 5.4774945026000008 99.19872809730002 84.906884675850009 173.53196984515003 22.087764922150004 21.943165609950004 22.689595575850003 20.410615048800004 16.375382608200002 21.725272673150005 20.940097048150005 375.86663358980007 180.67147619190004 13.051052998800001 108.48197402175002 3.2474657100000006 93.308316333450009 22.624947093000003 190.00198300580004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 -2 12 -3 -10 14 -9 16 20 18 -17 -20 21 22 24 -23 26 -26 -12 28 -19 -29
right_child=8 6 -4 -5 5 -7 -8 13 10 -11 15 -13 -14 -15 -16 17 -18 27 19 -21 -22 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.014060931676827896 0.0071107516941524224 0.015130712498693681 -0.035242900859591655 -0.03484258661935604 0.022960620381214533 -0.033916981439310497 -0.02120562249596903 0.028328429660496538 0.025964175817831996 -0.034316272546538254 0.005871496119020673 -0.033953213871697592 0.0046875212622217556 0.026794183455107722 -0.012891311039987023 0.032134906321515055 -0.035422371869283174 0.00053217449033729903 -0.019882375132724988 0.0056256578759072634 0.016517263047730164 -0.04633581601288092 -0.037246443956167344 -0.0084341759246421549 0.01450576880559847 -0.016679480576822052 -0.034625019278845502 0.013204161805680542 0.01228178666033071 -0.0085106767107507933
leaf_weight=3.6478629084303993 2.0674536470323797 0.4881867194781061 2.168629504274576 1.4502933996263889 0.56483486405340988 2.376208052970469 1.4869452565326344 1.8606063323095443 2.9636118039488784 1.9149231642950324 1.4933993825689058 1.0258068923139942 3.7892652666196227 3.0647807102650404 2.0742374826222658 5.8112147459760335 1.5808582520112384 108.38807730353437 2.8095654333010343 19.593073640484363 3.096124315634369 1.8918289204593737 1.1544890038203437 3.1218222782481462 9.9957365882582945 1.5622363911243144 1.5268063349649308 4.1538455486297634 15.741317441686986 21.778982848394662
leaf_count=54 31 29 119 73 34 239 87 17 23 152 20 95 42 21 32 25 16 934 21 128 18 33 31 32 79 74 121 20 89 211
internal_value=0.000955167 -0.00466049 -0.0140376 -0.0083173 -0.00247879 -0.0229935 0.00491095 0.00947234 0.00148439 -0.0128094 0.00175487 -0.0181261 0.0140251 0.0154418 0.00659961 0.00134809 -0.00342233 0.00202839 0.00854566 0.00242664 -0.00130059 -0.00395968 0.00202386 -0.0227358 0.00513379 0.0102906 -0.0146007 0.000803047 0.00202219 -0.00503246
internal_weight=234.643 20.2084 10.2078 8.0392 6.58891 2.94104 10.0006 8.51362 214.435 3.98238 210.452 1.51399 6.75288 6.99962 3.93484 203.699 25.4233 178.276 28.2139 22.4026 23.8424 20.7463 15.7327 5.01365 14.5782 11.558 3.02021 150.062 124.129 25.9328
internal_count=2900 800 519 400 327 273 281 194 2100 183 1917 124 65 70 49 1852 424 1428 174 149 408 390 325 65 294 153 141 1254 1023 231
is_linear=0
shrinkage=0.0322582


Tree=360
num_leaves=31
num_cat=0
split_feature=5 5 10 3 13 6 18 0 6 6 4 10 12 9 12 15 6 16 15 0 2 2 7 18 19 16 0 10 17 17
split_gain=2.39849 2.22379 2.55373 1.53039 1.53226 2.88747 2.59584 2.56346 2.60186 2.90238 2.14006 3.96474 2.53639 2.07452 2.39662 2.07666 2.60577 2.22728 2.00287 1.98672 1.94139 5.11194 1.9413 3.59708 6.27056 2.79101 1.85226 2.77309 2.54103 1.76432
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 108.48197402175002 109.41218053485001 14.325334709150001 13.954623666350001 86.530713386650021 16.375382608200002 16.285380505300001 248.34582299520005 62.041548276350007 197.02116758845003 188.53841931785004 94.472960382900013 28.777417478550003 15.785368822600002 20.784951395750003 22.332985174250002 86.036037090600004 136.00952513250002 120.54857872840002 24.785467646950003 13.713893333650001 14.451165964200003 22.554947256700004 86.280686780500005 61.944763783650011 192.34053301495001 187.45953903175004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 8 9 -6 29 12 -12 -9 -15 -16 -17 -18 -7 -13 21 -8 23 25 -25 -19 27 -14 -29 -10
right_child=3 -3 -4 -5 7 6 20 13 10 -11 11 19 26 14 15 16 17 22 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00036930686272801134 0.00021733790375720271 -0.0026966817454247339 -0.0026683573640531762 -0.0016507581434868255 -6.1608968976988772e-05 -0.001284344284202546 -0.0018372765689195934 0.0020807891913582179 4.2349368778374188e-06 -0.0036290847248887947 -0.0028501607247284218 -0.0002454897696903832 0.00056161162943259833 -0.0009918473099474333 0.0021462018841845753 -1.3385175769170138e-05 0.0022646872722511787 0.0025231288433469126 0.0017678696632352558 -0.0038332483393490949 -0.0030091396118431795 0.0024610063909775502 0.0022349673306255352 -0.00317884879138682 0.00065840006350716075 0.00038157655535000086 0.0019524616977850194 -0.0035456304320464066 -9.2732816853675635e-05 0.00098839317231783465
leaf_weight=8.3574110455811006 81.585288467118517 3.2740272800438097 2.3081356678158036 2.7902537989430121 3.651693833526223 2.317783584585416 8.1302209456916881 6.6134787499904624 21.764868000522256 2.5180024923756719 1.8246718607842982 1.5604958967305709 14.796966232359415 5.7987537533044806 6.0797572284936896 28.075944624841213 7.4146848544478408 6.8044223189354005 3.5676627629436553 2.8523098789155483 3.8281113384291521 2.3253980986773959 4.7520723938941947 4.0295145995914927 8.9969048649072629 9.5711410641670209 3.6538734361529341 2.3898177486844352 3.3386501669883728 26.275794906541705
leaf_count=118 955 192 207 127 33 73 84 27 171 29 21 33 99 30 23 151 32 20 22 26 88 9 20 29 42 41 12 47 27 112
internal_value=0.000180925 -0.000853792 -0.000288075 0.000232938 0.000252084 3.22286e-06 -0.000862883 0.000398659 8.08706e-05 -0.00151758 0.000206569 -0.000324036 5.61674e-05 0.000703793 0.000592085 0.000713378 0.000588297 0.000994679 0.000565859 -0.00256451 -0.00145158 -0.00088131 0.000718967 0.000473944 -0.000528592 0.00127144 0.000275491 -2.3038e-05 -0.00153322 0.000542519
internal_weight=291.248 13.9396 10.6655 277.309 274.518 101.754 20.1692 172.764 84.6271 6.1697 78.4574 30.4168 26.004 88.1367 81.5232 75.7244 69.6447 41.5687 5.88545 4.41281 14.2837 10.4556 34.1541 29.402 13.0264 16.3756 24.1793 20.5254 5.72847 48.0407
internal_count=2900 517 325 2383 2256 1231 276 1025 610 62 548 265 206 415 388 358 335 184 95 59 181 93 152 132 71 61 185 173 74 283
is_linear=0
shrinkage=0.00255639


Tree=361
num_leaves=31
num_cat=0
split_feature=6 3 6 3 7 7 17 13 10 5 14 18 8 17 17 16 8 6 18 0 5 5 16 16 6 9 3 13 5 10
split_gain=0.673836 1.14662 1.39953 1.10755 1.60618 1.31089 1.24534 1.97293 1.35426 1.17079 1.43883 1.55881 1.04127 1.15424 1.51381 1.02823 1.64745 0.653261 1.18587 1.20699 1.96068 1.63213 1.08467 1.18187 2.59663 1.08132 1.05215 0.944991 0.71867 1.95363
threshold=10.715250360100002 76.884525614550014 11.175261108200003 84.062708822850013 20.778835947700006 24.101221167900004 237.45530840880002 92.504467352450021 90.740838818900016 2.7861270712500006 414.62864134155001 15.078943968800003 1.8485574041500004 194.76181357870004 176.11179263395005 17.924958083650004 7.1444245619500011 11.685273024550002 17.108018746400003 97.835679825150024 16.579584939650001 16.892865140250006 15.919962772200003 14.994964935250001 12.380289263450001 194.29350362915002 80.941408933400012 98.362617618700014 17.671168838450004 70.026268923800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 12 7 8 9 -7 11 -11 13 14 -1 16 -8 25 19 20 -19 -22 23 24 27 -4 -25 -21 29 -23
right_child=1 2 17 4 -6 6 15 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 22 21 28 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.012926689544034951 -0.023451866089506921 0.020744770178429045 0.0046516988102018823 0.0064560326681212593 -0.035733990509624634 0.016713754197812351 0.014111544166401882 -0.033132857667749038 -0.030822658079921593 0.031814800435817553 0.012627067213131877 -0.032010048986766994 0.019586986696094648 0.016785976768061091 -0.034569165428144179 0.029451836836035486 -0.032513454843864774 0.016898146697010039 0.018115571327422562 -0.012548286962281397 -0.021771087121185327 0.026102381035664243 -0.02634858422076377 -0.008287264484270895 -0.038633582397994276 -0.03046697291465798 0.020760424578162639 0.024334347763742166 0.0010319199600188564 -0.00096713545249755986
leaf_weight=1.0218333622906413 1.6439015443902452 3.368189735338091 1.6318340003490441 1.3107908088713878 2.1004230754915625 2.658586831763385 1.9188440478174009 2.8402251871302715 1.435557104530744 0.40367095544934306 1.7506884168833492 2.2502609750954434 3.9009628989733756 1.7447325899265704 1.4547541798092423 1.3102018833160398 1.0480942567810414 7.3705433607101432 3.7778720129281274 1.2041584206745013 2.7349226432852438 3.8267382308840734 2.3482390390709034 2.0693405671045184 2.1075120102614164 1.5097759761847553 2.4193237833678722 1.2838145848363636 162.12531059928006 6.3284041658043861
leaf_count=19 62 22 21 12 106 34 31 118 271 4 33 121 29 28 46 7 46 46 31 34 28 15 61 30 44 34 14 9 1491 53
internal_value=0.000841338 0.0014257 0.00162607 -0.00358718 -0.0195221 -0.00129734 -0.00636593 -0.011553 -0.00434121 0.001041 -0.00841893 -0.0223021 0.00844768 -0.00184626 -0.0149725 0.00738543 -0.0023591 0.00130528 0.0015204 0.00119693 0.00178782 0.00115147 -0.00822976 -0.00354607 -0.0142074 -0.0122254 0.00736901 0.00648346 0.00151536 0.00923341
internal_weight=232.9 205.75 204.106 27.1496 3.41121 23.7384 15.6161 11.339 8.49876 7.06321 4.40462 2.65393 8.12228 4.22132 2.47659 4.27714 2.96694 200.738 197.596 193.818 182.386 175.015 11.4324 9.08415 4.59549 3.14161 4.48866 2.48797 172.28 10.1551
internal_count=2900 1995 1933 905 118 787 665 581 463 192 158 125 122 93 65 84 77 1911 1856 1825 1633 1587 192 131 87 55 44 43 1559 68
is_linear=0
shrinkage=0.0299074


Tree=362
num_leaves=31
num_cat=0
split_feature=6 6 5 0 2 5 9 7 0 5 3 5 16 19 6 7 18 16 8 0 7 4 6 6 7 9 13 16 5 0
split_gain=3.86735 2.74948 2.54771 2.53418 3.63225 2.64183 4.00277 2.84768 4.04133 2.39205 2.36381 2.74242 2.15816 2.71695 2.58743 2.46924 3.22404 3.65259 3.20828 2.47072 3.52906 2.44758 2.02355 1.812 5.14618 4.19329 4.1047 7.42857 4.13963 4.11999
threshold=13.075305502400001 12.380289263450001 23.606333875400001 86.692020874450009 317.41815758785003 30.133297129900004 206.92464388935002 23.124786352450005 85.253695774650012 23.151456684850004 103.44111502715002 29.040033326300005 11.934972090850001 12.050972309250001 5.1551204485500008 24.891451065550005 17.166139419800004 17.654958715000003 7.3442686056500008 95.590817286200021 20.778835947700006 398.10712430820007 12.085282370700002 16.455384477450004 23.282607548150004 197.89372115420002 112.82921081865001 19.974953289850003 20.766972852450003 86.001087134900004
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 5 6 7 8 10 23 -4 -12 21 22 -15 19 -17 18 -18 20 -16 -1 -14 26 -25 -26 27 28 -2 -28
right_child=2 -3 3 -5 -6 -7 -8 -9 -10 -11 11 -13 13 14 15 16 17 -19 -20 -21 -22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=-0.0018726092404545594 0.00049431004383097366 -0.00217427796716741 0.00078891225069907685 0.0012259725823968862 -0.0031557825352493967 0.00093920462357082379 -0.0033305350119366725 0.0006785784766268118 -0.0030755379960019868 0.0014504294984058635 -0.0028508107693367918 0.00089601700707275095 0.00044934021595522284 -0.0026198585460412249 0.0011447485144797801 -0.00208668125784844 0.0010241654580971757 0.0028120750491319735 -0.0028757866388524162 0.0016382141123650383 -0.0031618186934271497 9.7220319640940528e-05 0.0027618119970081096 0.00035734040267372915 0.00068957440059327717 -0.0032796006375507532 -0.0006675231435648043 -0.0033028327928205149 -0.0018662948317816851 0.0012810377408699282
leaf_weight=8.4563964237458986 67.335355957970023 4.4565373905934385 6.4547506663948351 7.0272924229502669 2.6679775440134099 9.6111808158457261 2.8383977115154257 11.453504348173736 4.0006817467510691 14.420272068120537 3.1926653191912919 1.8882936201989649 19.367376538924876 2.9364888165146139 2.715023363009097 6.8156534796580655 2.5885647078976035 2.3361861705780029 2.5368330832570791 6.7018974162638187 2.0124253947287798 7.005165501497685 2.6079185307025901 33.518697358202189 2.4436184763908377 4.7773323766887188 7.5594452880322924 3.5762286707758895 4.8362437793985 51.435612045228481
leaf_count=377 455 76 63 34 46 97 50 63 87 61 113 30 223 139 18 96 21 8 41 38 30 150 11 156 11 40 40 34 90 202
internal_value=0.000206468 -0.000300623 0.000356103 -0.000144103 -0.000372754 -0.00018449 -0.000546563 -0.000253786 -0.00094113 0.000485524 -0.000200899 -0.00145834 -0.000174261 7.18975e-05 -0.000428229 -0.000177877 -0.00086129 0.000258023 -0.000906129 0.000675825 -0.000688512 -0.000980139 0.000723773 0.000406233 -4.92174e-05 -0.00193641 0.000543939 0.000164322 0.000336125 0.00103136
internal_weight=309.574 70.5365 239.038 49.1347 42.1075 39.4395 29.8283 26.9899 15.5364 189.903 11.5357 5.08096 66.0799 50.6184 28.6431 25.7066 14.2772 7.46158 5.1254 11.4293 4.72745 15.4616 21.9753 175.483 40.7396 7.22095 134.743 75.7478 72.1716 58.9951
internal_count=2900 1228 1672 583 549 503 406 356 293 1089 206 143 1152 625 391 252 166 70 62 86 48 527 234 1028 207 51 821 579 545 242
is_linear=0
shrinkage=0.00246454


Tree=363
num_leaves=31
num_cat=0
split_feature=13 8 18 6 6 0 9 0 15 9 2 16 9 0 9 12 5 10 10 10 10 16 9 5 17 7 5 5 9 8
split_gain=0.617322 1.15706 1.10591 0.947339 2.25733 1.11365 2.28465 2.81309 2.5593 2.36338 1.77394 1.43511 1.54743 1.3257 2.13509 2.83509 1.55349 2.56422 2.61528 3.09893 2.76887 1.94235 1.60892 3.76071 1.49889 1.30152 1.35615 1.28206 1.07809 4.66221
threshold=95.99139754765001 2.9476996444500005 17.108018746400003 13.665319288000001 13.775321858200002 94.047642319350018 206.50942114985003 94.964406541850011 28.777417478550003 213.24207352880003 148.65120700310004 18.594956516900002 199.21354841250005 86.530713386650021 188.53841931785004 93.660658182900008 18.483418961650003 67.203387886850024 66.318885161900013 64.434276012450013 62.837331883000012 19.214955067100004 197.58039077460003 21.850554661550003 200.69710494525003 23.789355599150003 20.206488238950005 21.005083245250002 201.63419974125003 9.5425530862500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 7 8 -7 -8 -11 12 -9 24 -15 -16 -17 18 19 20 22 -19 -18 -24 25 26 -6 -28 -29 -30
right_child=2 -3 -4 4 5 6 9 11 -10 10 -12 -13 -14 14 15 16 17 21 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.00058039180673492244 -0.0036781799271838772 -0.016792375256394248 0.011100786354196448 0.01884284184492108 0.017488688837707756 0.0054612638826405527 -0.028612253017109922 -0.012398357550700252 -0.033228325488237197 0.011345351944388989 -0.020433068900679186 0.023896327652303487 0.0092068084857434302 0.020151167883421483 -0.01611035725977928 0.016058919455713964 0.012382779950816367 0.0015341359067400061 0.020578827321870569 -0.012458463378604246 0.020895965144507589 -0.025116796023593162 -0.019826134310545734 0.0063900211653995049 -0.021858706301727822 0.013726146396081327 -0.013908611407901467 0.0009638951622553849 -0.029414273176354446 0.0076970528077786836
leaf_weight=14.395115915162025 27.866671628784388 3.6732613762724204 7.0881148260086766 4.8172636181116095 2.6243098191916934 2.0472878552973333 4.1947802749928069 3.0769465314224345 2.5550433844327927 2.7600517254322767 2.0240636845119298 2.7611142992973319 7.7655496196821332 5.3137127333320668 4.7095007412135592 7.0230273380875579 7.274061404168612 3.8561224024742833 6.4960681144148102 7.1169818378984919 6.8324061855673781 3.4392643952742219 5.3999104760587242 11.144700825214384 2.1169980233535162 4.4126494675874701 5.0444249075371763 54.661017809121404 4.0131548400968295 5.1229590827133507
leaf_count=516 502 268 71 33 13 13 74 31 53 21 39 11 52 29 29 39 36 24 39 38 33 35 36 55 24 26 33 619 55 53
internal_value=0.000699824 -0.00387625 0.00108699 0.000743216 0.00143307 0.000950476 -0.00384251 0.00140659 -0.0160178 -0.0144858 -0.00209946 0.00730154 0.00307557 0.00183926 0.00445347 0.00313556 0.00468276 0.00313319 0.00546748 0.00286834 0.00642713 -0.0110299 0.00227673 -0.00216653 -0.000460235 0.000136779 -0.000702294 -0.00139575 -0.000406364 -0.00860457
internal_weight=231.627 18.0684 213.558 206.47 178.603 173.786 27.1848 18.2059 4.60233 8.9789 4.78412 13.6036 10.8425 146.601 68.6058 63.292 58.5825 51.5595 44.2641 37.7681 30.6511 7.29539 23.8187 16.5446 77.9955 75.8785 71.4659 68.8416 63.7971 9.13611
internal_count=2900 784 2116 2045 1543 1510 294 160 66 134 60 94 83 1216 393 364 335 296 237 198 160 59 127 91 823 799 773 760 727 108
is_linear=0
shrinkage=0.025783


Tree=364
num_leaves=31
num_cat=0
split_feature=16 6 5 9 9 9 18 6 9 19 16 4 18 10 12 5 17 5 9 17 18 16 16 7 0 18 16 14 2 7
split_gain=3.11913 1.9054 1.8224 2.34536 2.02637 2.15801 2.27974 3.43433 2.03376 2.44544 1.94318 1.80398 5.42067 4.43781 2.02535 2.08415 2.24144 1.8103 3.34393 5.38007 2.38205 3.34729 3.47752 2.68776 4.44591 5.36571 3.8313 1.99699 3.93847 2.49699
threshold=18.594956516900002 15.675366252400002 23.606333875400001 226.28914430085004 64.606296034500005 66.290220196950017 13.278511569200001 16.635388683200002 201.78065190905002 14.551174033150001 22.654947022900004 310.49012963040008 14.025183600500002 64.321360770950022 231.43584503760005 22.963361893800002 192.70224472390001 20.766972852450003 195.07922778810004 188.16174763880002 13.849588037450003 20.784951395750003 20.564951910200005 25.334697901700004 94.047642319350018 15.353948930850001 19.214955067100004 185.55247316590001 147.87428232835001 23.368583030350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 -4 -6 7 -7 -8 10 -10 14 -13 -14 15 17 -17 20 19 -19 -2 22 23 24 26 -26 -22 -20 -29 -30
right_child=2 -3 3 -5 5 6 8 -9 9 -11 -12 12 13 -15 -16 16 -18 18 27 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-9.1041454740555403e-05 0.0013571742586410897 -0.0018559921656241837 -0.0033306016866957349 0.0021195341127017548 0.0018281659674693658 -0.002928898155526269 0.00088287349763831798 -0.00026595715172008147 -0.0034414688830814539 0.0010871746218131962 -0.00019868258175673211 -0.0029365458354242797 0.0013378065902571524 -0.0017283120877964306 0.0019284946213489011 0.00059625641369914838 0.0027144335720811577 -0.00078754293157784841 0.00061952859837902032 0.0014178497814020241 0.002358927041267919 -0.0017333152874492485 0.0024733646523649997 0.0018462703371111839 -0.0033093018149892798 0.001742883217233139 -0.00028940842438147983 -0.0029427722807392324 -0.0021833222258428454 0.00037174519519299543
leaf_weight=101.37146265455522 22.839431904256344 3.9625020688399664 1.2933569736778725 2.7746538519859305 3.139581771567463 4.3973197271116069 11.520526219159366 9.6353087089955789 2.4289689399301997 2.7012356817722321 2.1914422698318958 3.6885326802730587 10.240526642650364 4.1298112645745269 6.8348741382360449 7.3921849206089956 5.3823005147278309 10.660965375602247 5.99999522417784 19.52864995598793 5.101161025464541 4.3243853263556948 5.2131424322724333 5.2717588767409316 4.6284388322383156 1.8282723873853681 10.246027946472166 4.9147496782243278 3.2333664447069159 9.0834488086402398
leaf_count=1592 92 197 18 11 14 99 69 101 28 12 18 27 49 41 25 32 15 52 28 74 17 28 20 21 60 8 50 33 22 47
internal_value=0.000187393 -0.000157436 0.000377937 -9.51946e-05 -0.000259909 -0.000149633 -0.000338515 -0.00110043 0.000228915 -0.000800081 -0.00190343 0.00050391 -0.00023641 0.000456652 0.000604823 0.00053282 0.00148871 0.000424637 9.10529e-05 0.000639052 0.000724379 0.000329638 0.000605926 0.00024637 -0.000140454 -0.00187873 0.000590856 -0.000621076 -0.00105305 -0.000299002
internal_weight=295.958 105.334 190.624 40.0824 37.3077 36.0144 32.8748 14.0326 18.8422 7.32165 4.62041 150.542 18.0589 14.3703 132.483 125.648 12.7745 112.874 53.4212 30.1896 59.4526 36.6132 32.2888 27.0757 21.8039 6.45671 15.3472 23.2316 17.2316 12.3168
internal_count=2900 1789 1111 370 359 341 327 200 127 58 46 741 117 90 624 599 47 552 256 126 296 204 176 156 135 68 67 130 102 69
is_linear=0
shrinkage=0.00249688


Tree=365
num_leaves=31
num_cat=0
split_feature=19 3 3 16 15 13 7 15 16 15 19 15 17 10 2 16 4 13 9 19 17 19 3 6 7 0 16 13 0 17
split_gain=0.583228 0.693287 0.563296 1.0109 0.580208 1.7725 1.57376 0.646768 0.646325 0.617054 1.80991 1.16226 1.38394 2.9171 2.39453 0.95771 2.33326 2.14168 1.47047 1.09628 1.39625 4.38785 2.10928 2.45823 1.81802 2.38737 2.04961 2.06582 1.73108 3.69574
threshold=9.4507625164000029 85.898925725950008 108.48197402175002 21.084950694200003 46.574831689400007 117.61735474900001 23.539316666200005 46.422062705750008 22.554947256700004 45.169600924000008 14.451165964200003 42.80317728375001 203.93111730270002 61.950140699950005 158.68292856370002 22.674946976100003 254.49455531690003 117.79210452745001 191.87997069285004 14.651182102100002 203.08534335880003 14.451165964200003 88.727183679150016 14.925348728400001 25.000065600400003 96.249489528150022 18.714956236300004 103.32013441125001 100.67200315280002 234.67375690460003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 9 -6 11 -11 15 13 -13 -15 19 17 -17 -19 20 -2 22 23 24 -22 -26 27 28 -27 -30
right_child=2 -3 3 -5 5 6 -8 -9 -10 10 -12 12 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.033384999323687249 0.0023879915311857125 0.020716017434544886 -0.032577952524094622 0.019086562271937127 -0.0027753674630802399 -0.018483254658380379 0.015380692482255544 0.019290148161917705 -0.036531799097389094 -0.027388069346036659 0.010106779535536408 0.020699430449279851 0.029897663739131653 0.0090838295531012817 -0.029143790288549687 -0.03212344802725732 0.014527307446182615 0.013183146622338569 -0.017735503644989176 0.016740652256626784 0.019551938580984255 -0.034772122271015622 0.021120428773625556 -0.035118617157798279 -0.033749151157036313 0.015988811120682234 0.021629679331473899 -0.035150332884548219 -0.033932010951798312 0.0090894749824160844
leaf_weight=0.9587742990697723 144.38373456511181 0.30457573989406228 1.2074598268955004 0.53260157257318486 0.76084661856293534 2.112357254140079 3.658916637301445 1.952211171388625 2.0311383274383843 2.644607043825089 2.393199635669589 6.1818179618567211 2.7383711896836749 3.3097772151231766 3.0935708479955792 4.1231812760233861 3.5888379327952853 2.8869204968214035 3.1269239224493504 4.4566212501376858 3.6480087237432697 4.1461142078042021 3.847056253347545 2.2179312519729129 2.3861457386519787 4.004792154766621 3.3241808153688899 1.9884269516915072 3.3872760811354965 4.5876914164982736
leaf_count=178 1629 5 124 3 11 38 18 11 65 26 18 31 16 18 34 26 30 14 34 23 39 37 27 32 44 44 17 47 174 87
internal_value=0.000824721 -0.020342 0.000941637 -0.0167644 0.00107737 -0.00689916 0.00298607 0.0013901 -0.0273328 0.00122867 -0.00957622 0.00148612 0.00977177 0.00539263 -0.00938461 0.000838682 -0.00711893 -0.0147824 -0.00289314 0.00143758 0.00105426 -0.00468762 -0.000443746 -0.00369136 -0.000703198 -0.0044581 -0.000416277 -0.00566282 -0.000768423 -0.00918341
internal_weight=229.984 1.26335 228.721 1.74006 226.981 8.56326 5.77127 218.417 2.79198 216.465 5.03781 211.427 15.3235 12.5852 6.40335 196.104 13.7259 10.137 6.01384 182.378 177.921 33.5376 29.3915 25.5445 23.3265 19.6785 17.2924 13.9682 11.9798 7.97497
internal_count=2900 183 2717 127 2590 132 56 2458 76 2447 44 2403 99 83 52 2304 104 74 48 2200 2177 548 511 484 452 413 369 352 305 261
is_linear=0
shrinkage=0.0312387


Tree=366
num_leaves=31
num_cat=0
split_feature=16 6 5 19 7 9 12 17 0 2 0 3 12 13 19 7 5 16 17 0 6 9 5 18 17 19 9 7 7 9
split_gain=4.22928 2.34198 2.32475 2.17179 3.18653 4.50536 2.13661 3.05578 3.45101 2.24631 2.13261 2.26062 2.30108 2.05721 3.55164 3.2185 2.88493 3.53675 3.71775 2.04035 2.39782 2.11124 5.00823 4.06457 3.03442 2.52686 1.73733 2.80717 1.72294 1.65586
threshold=18.594956516900002 15.675366252400002 11.848158554650002 13.051052998800001 28.835073444300004 187.38923140910003 236.87735968945 168.75790693355003 102.65877371115 323.30468295165002 103.82556453975 75.236500780600025 172.01106897260004 108.61908538635001 12.651020723000002 23.425421956250002 16.579584939650001 15.444963882950001 173.06150329755005 85.716110573100011 16.395383075500003 190.24759545780003 30.133297129900004 13.400856420150001 187.45953903175004 14.451165964200003 181.61255275325001 22.580174331950005 22.969987962250006 210.39795333110001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 6 5 -5 7 -4 13 -8 -1 12 -12 14 16 -16 29 18 -18 20 -2 24 23 25 -22 -23 -21 -28 -14 -9
right_child=19 -3 3 4 -6 -7 9 8 -10 -11 11 -13 28 -15 15 -17 17 -19 -20 26 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001561584142125437 -0.0020748881666456014 -0.0016621688002859774 -0.0015431270289803342 0.0007765540156913119 0.001963344643883716 -0.0019774344051458784 0.001056483550243092 0.0015003453321905038 -0.0018990896121366585 -0.0010222067650089142 -0.0022623123522302778 0.0014002855735472616 0.0015702273592040695 0.0017020104355142418 0.0020165828392382122 -0.0013750895427739884 0.00090992613469497818 0.0012043336309410613 -0.00282113809767655 -0.00061486501890909069 -6.4188698231045725e-05 -0.00084136879126732933 0.0016704566157627542 0.00034718086301577928 0.0015376611546859614 -0.0032279725636848245 0.0014089718379858222 0.00043954807920813154 -0.00046754866699197611 0.00014391313538613789
leaf_weight=7.1142144808545735 2.3520752806216469 4.1620337939821175 4.9117302256636313 3.8747192500159127 1.7454753210768092 7.714846266200766 18.754478807561103 12.133833120577043 3.1839700806885949 2.5661369655281296 2.8092944060918006 3.0942727457731953 2.0378107894212034 4.3833865700289598 1.4213563799858082 8.3613986838608962 1.7851547691971044 3.5115072578191757 3.3091972437687218 5.8907012250274411 14.335334521718325 3.8221839400939661 3.6806269278749815 5.1482752673327923 8.0006261756643635 3.8833490898832679 14.477406207472084 124.55710107600316 15.540979332057757 5.7640008777379981
leaf_count=184 25 197 93 27 9 143 132 59 70 36 133 20 20 19 5 93 20 20 58 37 136 41 14 35 38 46 54 685 411 40
internal_value=0.000181453 -0.000126842 -7.07977e-05 0.000109399 -0.000661393 -0.0010567 0.000256055 1.54874e-05 0.000190056 0.000806294 -0.000562103 -0.0002593 -0.000511173 0.000353611 0.000190725 -0.000882307 0.000586791 -0.000404645 -0.0015137 0.000377181 -3.18687e-05 9.17558e-05 -0.00047268 -0.00108636 0.000509586 -0.00204414 0.000493531 0.000540492 -0.000231321 0.00106351
internal_weight=304.327 118.18 114.018 83.4212 13.335 11.5896 70.0862 48.7655 43.8538 21.3206 30.5966 23.4824 20.3881 40.6698 36.2864 9.78276 26.5037 8.60586 5.09435 186.148 41.2225 38.8704 16.5344 12.8538 22.336 7.70553 144.925 139.035 17.5788 17.8978
internal_count=2900 1789 1592 824 179 170 645 477 384 168 768 584 564 314 295 98 197 98 78 1111 335 310 136 122 174 87 776 739 431 99
is_linear=0
shrinkage=0.00208376


Tree=367
num_leaves=31
num_cat=0
split_feature=6 6 10 0 2 0 9 6 0 8 16 13 6 10 17 19 7 5 17 5 2 9 8 6 6 9 0 4 16 5
split_gain=3.01936 3.2645 2.10754 3.32229 4.13929 3.01512 2.63404 2.62163 3.83597 2.59353 2.1134 2.60889 2.45035 2.11537 2.92791 3.89791 2.10052 1.98312 1.94855 1.82924 1.82502 1.70034 2.48855 2.65207 2.84617 2.21895 2.82045 2.11366 2.29857 1.83402
threshold=13.665319288000001 13.775321858200002 70.182199495350019 86.530713386650021 317.41815758785003 96.055920542800024 206.50942114985003 14.755344756250002 94.614906984850009 7.943800736700001 22.614947116400003 117.38883580790001 16.435384010100005 64.434276012450013 201.59899553070002 14.351157895250003 23.856905110850004 20.361635946650004 201.96296776225003 17.671168838450004 165.21120286730005 66.290220196950017 5.9453602998000008 16.375382608200002 16.285380505300001 186.67271206880002 85.839779647100016 327.25961048935005 21.084950694200003 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 4 17 7 -7 9 -9 -4 11 13 -13 16 19 -16 -5 -3 -8 -15 -21 -19 27 24 -24 26 -25 28 -23 -27
right_child=1 2 5 10 -6 6 18 8 -10 -11 -12 12 -14 14 15 -17 -18 21 -20 20 -22 22 23 25 -26 29 -28 -29 -30 -31
leaf_value=-0.00020548917392006839 0.0018550023263517886 0.0016986863077304113 0.00028854704138396711 0.0025383638373007852 -0.0028961388580021805 0.0010359526145084499 -0.0023521742202748238 -0.0021027093430200116 0.0015624638665094079 -0.0026930687510664931 0.0013991072056977118 0.00045072648485691572 -0.0017551679069559073 0.0020350395226741242 0.00031761476748979673 -0.0028260286290259151 0.00060820070398384175 0.0012091047381413854 0.00015149590221618815 0.0008086167236634258 -0.00075293328963819657 -0.0020943349468577877 0.00022174189453514603 0.0015900857631937391 -0.0032532857835832615 -9.0368941857703645e-05 -0.00048026253186753235 0.0013804335399266877 0.0024634896362440129 0.0016273710505741144
leaf_weight=77.338799648918211 6.9893195480108252 4.1335724592208853 2.0496566258370859 5.8451310889795405 2.3845038588624439 11.159304585307838 2.5317507842555633 2.5272713028825819 3.631355325691402 5.9187131067737937 17.585897527635098 5.9239917993545514 4.7230777069926262 5.214099556207656 6.8625226356089097 2.940221156924963 5.9246731176972389 6.4793458040803662 4.515564750880003 25.509935958310965 4.6118845380842677 6.4488654024898988 2.4866985250264397 11.535743094980718 2.4337559482082725 51.730004691518843 4.8892484530806533 1.4056337666697798 0.63420856744050969 3.4606912285089484
leaf_count=1334 34 15 23 18 44 50 30 38 18 109 75 23 30 17 43 24 25 37 37 113 35 242 15 48 27 339 24 18 2 13
internal_value=0.000183334 0.000318493 0.000268659 0.000363577 7.68408e-05 -0.000269034 0.00034545 -0.00106097 5.84131e-05 -0.00192613 0.000693693 0.000510061 -0.000527816 0.000704239 0.000479339 -0.000625285 0.00156676 0.000150965 -0.000747949 0.000785779 0.000569531 8.10489e-05 -4.91493e-06 0.000125241 -0.00149708 0.000236704 0.000973803 -0.00117843 -0.00168623 1.73407e-05
internal_weight=299.825 222.487 215.497 183.164 98.0223 32.3336 18.2066 14.127 6.15863 7.96837 85.1414 67.5555 10.6471 56.9085 45.1387 9.80274 11.7698 95.6378 7.04732 35.3359 30.1218 91.5042 85.0248 76.5361 4.92045 71.6157 16.425 8.48871 7.08307 55.1907
internal_count=2900 1566 1532 1227 824 305 117 188 56 132 403 328 53 275 232 67 43 780 67 165 148 765 728 466 42 424 72 262 244 352
is_linear=0
shrinkage=0.00228442


Tree=368
num_leaves=31
num_cat=0
split_feature=17 6 13 5 17 18 7 3 19 6 5 5 7 7 16 10 2 15 13 10 5 5 9 2 17 3 18 6 17 18
split_gain=0.690282 0.765892 0.734758 1.23117 1.6212 1.04978 0.866383 1.37916 1.23185 0.942752 0.835487 2.3541 1.13052 1.24153 1.01226 1.05566 0.780548 0.755671 1.76415 2.3811 2.65869 1.58128 1.59003 1.48783 1.45351 0.997333 1.41045 3.20595 2.98748 2.66065
threshold=157.96759137085004 22.585527707250005 119.04223755815001 32.00428233840001 163.87835909345003 11.639306137250001 19.041006859700005 98.609955766700025 11.550931964450003 18.155424198600006 24.779543538450003 25.556820288350004 23.539316666200005 20.510910988050004 22.724946859200003 61.82916008405001 210.09551210720002 43.938093326450009 117.68187774410002 62.009286778800011 24.301614351200005 23.151456684850004 199.68228938305 157.69206214580001 200.23903127160003 93.932038619750017 13.278511569200001 16.455384477450004 184.84480138465003 12.777826849750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 16 9 -9 10 14 -12 13 -13 15 -8 -7 21 19 -19 24 25 23 -23 -21 26 28 -28 29 -17
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 11 12 -14 -15 -16 17 -18 18 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.020090528765787513 -0.022383191721817099 0.018128668855702114 0.014342579346376269 0.014847585052104732 -0.02518890331686887 0.019046214652847757 -0.020065396382095927 0.021631555189773749 -0.029042140390667614 0.015998711844014014 -0.027902566239749314 0.015644803683371136 0.013044451376631626 -0.028822770808706155 0.011202957931514528 0.010831229376167727 -5.3660743945156263e-05 -0.032391187750212144 0.015605548568629682 -0.029524723694218668 0.020668828408848705 0.015415602039113106 0.026216121760844934 -0.010655623316841431 0.0004258619150872546 -0.014151477343826463 0.0011547731050762216 -0.012550781068276643 0.010206718750769091 -0.021670360279268677
leaf_weight=1.0796445008018043 1.3087134093511839 1.7217428982257832 0.91885909810662214 1.1317453691735861 3.0319754034280777 3.393212283961474 1.6415798258967687 0.39864446781575624 1.7914700309047473 2.8023640734609208 2.5837060620542607 0.66391181387007225 2.9353694021701813 1.1948872869834302 6.5117331445217124 2.8229340072721234 2.5453248871490359 2.48604902718216 2.1540130488574496 2.1567591684870422 2.2369069578126073 3.3324077171273512 3.3349892720580101 2.6880565648898482 2.2508456008508801 2.991757759358733 125.89026322972495 12.778706399723886 24.999091695994139 4.3505501318722963
leaf_count=96 76 7 12 7 68 28 23 5 112 16 49 5 19 51 32 14 27 32 11 31 16 22 13 24 17 26 1813 90 119 39
internal_value=0.000707387 0.000805421 0.000674217 -0.00912718 -0.0159949 0.000898368 0.00103628 0.000764937 -0.0198185 0.000976772 0.000776315 -0.00784168 0.00296967 -0.0129402 0.00109011 0.000754323 0.0108598 0.000930065 -0.00561797 -0.0106249 -0.00248098 0.00133343 0.0117748 0.00377515 -0.0142298 0.00077149 0.00103282 -0.000108229 0.00595092 -0.00888022
internal_weight=230.128 229.049 227.327 5.08258 3.95083 222.244 220.936 214.997 2.19011 212.807 210.005 7.37787 4.79417 1.8588 202.627 196.115 5.93854 194.473 11.2846 9.13056 6.64451 183.189 9.35545 6.02046 4.4076 173.833 170.842 138.669 32.1726 7.17348
internal_count=2900 2804 2797 87 80 2710 2634 2579 117 2462 2446 124 75 56 2322 2290 55 2267 107 96 64 2160 59 46 48 2101 2075 1903 172 53
is_linear=0
shrinkage=0.0260716


Tree=369
num_leaves=31
num_cat=0
split_feature=6 6 3 0 0 19 16 5 3 16 16 13 3 9 9 13 17 16 0 9 6 8 4 10 6 18 6 0 9 17
split_gain=2.68782 3.00455 2.06852 2.28703 2.82583 2.74001 3.03533 3.50911 2.70473 2.92481 2.24933 2.89917 2.67329 2.18917 3.51994 2.16599 3.07076 4.15059 3.58608 2.11721 3.07401 3.3954 2.98768 3.99895 2.69523 2.39355 3.59233 2.17309 2.11371 3.30913
threshold=13.665319288000001 13.775321858200002 108.48197402175002 93.972365491700018 86.530713386650021 12.651020723000002 15.444963882950001 16.316541761950003 84.968719212850019 17.844958270700005 22.614947116400003 117.38883580790001 92.751805500450018 206.50942114985003 214.22994816675003 115.25151159420001 200.83528241485001 20.719951547750004 90.837623311600012 66.290220196950017 16.375382608200002 5.9453602998000008 248.34582299520005 62.041548276350007 16.285380505300001 13.258783262950002 16.770391837550005 86.036037090600004 190.58777288605003 188.73286619890004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 19 6 7 -5 9 -7 11 15 -13 -11 -15 16 -6 18 -18 -3 24 -22 28 25 -21 26 -24 -25 29 -23
right_child=1 2 -4 5 10 8 -8 -9 -10 13 -12 12 -14 14 -16 -17 17 -19 -20 20 21 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020818885448035908 0.0017895876321909691 0.0013304980997285267 -0.0016110549997088962 0.0011092292909915336 0.00080553560300030726 -0.0021393122842727919 0.0020641552059052549 -0.0021753051756143917 -0.0022423061458960664 0.00094178283337879236 0.00140800851717508 -0.0019369859605658604 0.00039897666559565612 -0.0032526120363212587 0.0005420143835364133 0.0016074667845871577 0.0019878001762360792 -0.0028729447588142442 -0.0011657735521599434 -0.00043344947891523595 -0.0018652781753289189 0.00038910705491369769 -0.0023121533485880976 -0.00019914021467280817 -0.0032729677375166787 0.00051604298852134234 0.0012235993057761328 -0.0035544284750295384 0.00013421699149398106 0.0021548885971304729
leaf_weight=77.15176409506239 6.7645165063440791 6.7989468351006499 3.114007049938663 3.872113209217785 33.875772526487708 3.6377375470474425 4.5937335360795259 3.0417366782203317 4.9651117864996186 7.9143507611006481 17.482050187885761 4.5595547407865507 5.8675514534115791 2.111637607216835 3.2517622131854296 10.894809417426584 3.524065360426901 3.022827185690403 4.069009093567729 5.4582899832166714 4.1862313146702936 14.00245610624552 4.4416568754240933 1.5737563660368312 2.5773366284556687 15.836294546723364 2.276106171309948 2.826700035482645 25.341345319058746 9.2169515267014486
leaf_count=1334 34 29 127 19 158 47 18 29 76 58 75 29 24 34 25 38 14 24 34 78 110 57 63 30 30 90 12 26 149 29
internal_value=0.000159584 0.000287917 0.000240524 0.000267821 0.000371005 -0.000281754 0.000622245 -0.000335796 -0.000757191 -0.000321273 0.000678336 0.000484514 -0.000622491 0.000176819 -0.000951978 0.000692919 0.000468971 -0.000605019 0.00029785 0.000100216 4.87862e-06 0.000140894 0.000252107 -0.000358873 -0.00134419 3.04805e-05 -0.00111417 -0.00235446 0.000591243 0.00109003
internal_weight=298.25 221.098 214.334 211.22 177.832 33.3882 11.5076 6.91385 21.8806 16.9155 83.2956 65.8136 10.4271 13.2778 5.3634 55.3865 44.4917 10.6159 7.59307 94.5361 87.7371 79.7015 75.5153 26.9545 8.03563 22.5541 6.71776 4.40046 48.5608 23.2194
internal_count=2900 1566 1532 1405 1099 306 66 48 240 164 396 321 53 117 59 268 230 72 48 703 674 566 456 221 108 165 75 56 235 86
is_linear=0
shrinkage=0.0022885


Tree=370
num_leaves=31
num_cat=0
split_feature=6 3 7 7 0 16 13 13 4 10 15 8 17 9 16 13 7 18 17 0 14 6 5 5 10 3 7 7 15 5
split_gain=0.615014 1.00253 1.54382 1.24451 1.21529 1.25388 1.68128 1.3896 1.24834 1.21707 1.07274 0.981069 1.45092 0.874449 0.840721 0.735113 1.04155 0.797618 0.98521 0.786678 1.55631 2.20746 1.18583 0.941816 0.74796 2.55401 1.61073 1.57161 3.32147 2.26251
threshold=10.715250360100002 84.062708822850013 20.778835947700006 24.071745547300001 102.11570516885001 17.924958083650004 92.504467352450021 92.138837046750012 398.10712430820007 78.677727187550019 6.9561856507500011 1.6487133604500002 195.44378352670003 32.66220731775001 15.164964537700001 95.870416931800023 21.061418062900003 17.108018746400003 210.90690361435003 98.615332683000005 267.54022483715011 13.200308423050002 16.222050829800004 15.941372635650001 70.182199495350019 84.968719212850019 22.747724408400003 23.699538637550003 23.969938375100003 18.895511665650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 -5 6 7 8 9 -6 -11 12 -1 -10 -13 16 -2 19 -19 22 21 -21 -17 -22 -24 27 -27 -26 -29 -30
right_child=15 2 -4 4 5 -7 -8 -9 13 10 -12 14 -14 -15 -16 17 -18 18 -20 20 23 -23 24 -25 25 26 -28 28 29 -31
leaf_value=-0.030508797434854365 0.0065865529177304384 0.0056991887212647276 -0.032692689632678767 -0.031189672332595716 0.03001915948998754 0.02274905058701248 -0.024050697626761614 0.01953218852899747 -0.028542044312424398 0.0088048496701929047 -0.029454827199099153 0.0030506659806401326 0.014507796066757965 0.0098131795398520918 0.024703958502575819 0.013071679332573685 -0.029687005879561142 0.022975859719432695 -0.0013781584581878796 0.007016761951054014 -0.033847080281158202 -0.033342069859076784 0.0019250109426900684 -0.0023703632153419777 0.016253380512552755 0.00044464474724677222 -0.033485074326803657 -0.028939352960866593 0.0062966435469157958 -0.024403368094210367
leaf_weight=1.0844100513495569 1.080348814139142 1.3349970094859593 2.0150048644281924 1.3104300287086506 0.38300208933651303 1.2863307390362013 3.0140735646709791 2.1043273848481467 0.52203744975849975 0.6994074520771395 2.8561531588784419 2.6774855479598045 1.1115046306513248 3.5860162100289017 2.8251305688172579 6.6223851554095736 1.3846803026972336 2.86990320123732 2.2892262768000364 6.5219783335924131 2.0163022689521317 1.2358575798571108 148.66931151400786 1.1412230329588053 4.1260782959871056 1.6513097784481932 3.060910820029676 3.081159163266423 14.407649499364199 2.1098841512575737
leaf_count=54 19 12 106 44 3 11 109 18 61 49 270 28 20 104 16 50 84 21 29 102 36 33 1252 25 35 27 75 28 126 53
internal_value=0.000716243 -0.00322433 -0.0173933 -0.00120108 -0.00565794 -0.00334276 -0.00589214 -0.000500406 -0.00573927 -0.0168772 -0.0219288 0.00792378 -0.00772278 0.00493913 0.0141678 0.00123856 -0.0137894 0.00142396 0.0121694 0.00113915 -0.00608261 0.000587422 0.0015682 -0.0224705 0.00113806 -0.00297616 -0.021595 0.000721926 -0.00254788 0.00237515
internal_weight=229.079 26.8103 3.35 23.4603 15.7618 14.4513 13.165 10.1509 8.04662 3.93856 3.55556 7.69853 2.19591 4.10805 5.50262 202.268 2.46503 199.803 5.15913 194.644 10.9154 7.75784 183.729 3.15753 177.106 28.437 4.71222 23.7248 19.5987 16.5175
internal_count=2900 905 118 787 669 625 614 505 487 322 319 118 74 165 44 1995 103 1892 50 1842 196 135 1646 61 1596 344 102 242 207 179
is_linear=0
shrinkage=0.0276883


Tree=371
num_leaves=31
num_cat=0
split_feature=6 6 16 19 4 6 8 9 6 13 16 7 6 18 15 18 4 10 7 17 17 9 3 3 2 6 15 0 0 15
split_gain=1.99147 2.38322 1.47675 2.55192 2.33097 2.03654 2.21669 2.64166 1.61735 1.4409 1.4379 1.27354 1.9119 1.50501 1.45003 1.65547 1.61453 1.23712 1.43772 1.50658 1.3928 1.18765 1.52152 1.05823 1.33737 1.46363 1.00413 0.921966 4.2955 3.43114
threshold=13.075305502400001 12.380289263450001 11.934972090850001 12.050972309250001 398.10712430820007 5.1551204485500008 7.7439566930000003 217.83997408180002 12.085282370700002 73.376087754350024 17.844958270700005 26.820879618700005 11.125259939900001 16.255760498500003 17.871970907900003 16.158105979900004 331.95656290250002 67.316303128300021 25.520256579150004 242.64190980425005 193.40041255380001 34.331904962550006 68.827216597650008 108.42013948475001 170.32456123625002 16.950396043250006 13.612549286700002 93.972365491700018 96.055920542800024 29.049007317550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 21 -5 17 -8 11 -6 -9 14 13 -13 -4 16 -16 -7 20 -20 -19 22 -1 27 25 -25 -11 -2 29 -29
right_child=23 -3 3 5 9 6 7 10 -10 26 -12 12 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0030851986583553363 0.00043143933564020068 -0.0025067783886637118 0.0020014193224665079 -0.0030698590598608379 -0.0032126898395961443 -0.0017287118392707854 -0.0036148975051598915 -0.0022025540689607388 0.003202543126317031 0.0017916957624600324 0.0012505419189774486 0.001816538141647654 0.0025628112958705727 -0.0035589652224942187 -0.002501142304588793 0.0018371345410973367 0.0008804226760421777 0.00024104059955545954 -0.0019989794685374234 0.0012612183923792469 0.0025838588286754877 -0.0030964224549674493 0.0013579472448599047 0.0016469248168900726 -0.0035483917859466911 -0.0030553762670325465 -0.00089344856950184426 8.4761732561724738e-05 0.00060838167391189684 -0.0026037825004363597
leaf_weight=1.1708241730229914 163.024033467751 3.8378417324274769 6.3530806135386282 2.3696549898013499 0.84373576031066466 2.030588946305218 3.0602426938712588 1.6565220002084968 2.2512324750423423 3.4438034638296813 2.6310248076915741 0.56938498467206944 0.92388713359832753 1.9178460831753907 2.5552004086785018 2.9580022348091006 2.2279352089390159 4.2551371008157712 2.7078632367774835 2.1383997723460197 4.3012172244489193 4.3003805823391303 1.459597718901932 1.6415244229137895 1.3413016324630005 0.84529845276847471 1.7811539026442913 8.0610930807888526 30.413086391519755 7.9451809995807698
leaf_count=109 1122 76 41 139 71 31 60 30 11 46 17 3 6 73 55 26 19 35 42 17 20 243 25 22 46 69 33 56 224 133
internal_value=0.000168064 -0.000291109 -0.000144262 0.000105194 -0.00100602 -0.000508226 -0.000241768 -0.00155432 0.000886096 0.000307845 -8.35845e-05 0.000588194 -0.00100363 -0.00232839 0.000973451 0.000129807 -0.000926044 0.000383143 0.000703103 -0.000560426 0.00141876 -0.00215645 -0.000619737 0.000301 -0.00121174 4.85609e-05 0.000876348 0.00032865 -3.23461e-05 -0.00124978
internal_weight=275.016 61.7446 57.9067 44.9072 12.9995 25.1507 22.781 7.34779 19.7566 6.06869 4.28755 17.5053 3.41112 2.48723 14.0942 7.74114 4.78314 15.4332 13.4026 4.84626 8.55635 6.9308 2.63042 213.272 3.82812 2.48682 5.22496 209.443 46.4194 16.0063
internal_count=2900 1228 1152 625 527 391 252 107 234 150 47 223 82 76 141 100 74 145 114 59 55 377 134 1672 137 91 79 1535 413 189
is_linear=0
shrinkage=0.00290337


Tree=372
num_leaves=31
num_cat=0
split_feature=10 7 19 18 16 19 7 15 15 6 16 18 19 2 4 18 10 13 9 9 18 0 0 12 14 19 18 4 0 2
split_gain=0.580404 0.908448 0.690475 0.548398 1.19193 1.58036 1.09089 1.41824 1.57557 1.89377 1.14591 0.925777 0.859358 0.997586 0.743256 0.678647 1.69683 2.72932 1.95558 1.7654 2.72883 1.32332 1.70375 2.47355 2.03331 2.33939 1.39337 1.05098 2.80333 2.847
threshold=90.988176966900014 27.952168727600004 10.850875481800001 17.327266398450003 17.654958715000003 12.751028791950002 26.752366550650006 15.867801003350001 17.382777826050003 5.1551204485500008 8.2099808015000022 16.329849731700005 11.150899688650002 268.61063733165003 249.88694723220001 15.269763541350001 71.090898343450007 107.97116697695002 206.08249486475003 199.21354841250005 14.405580508350001 96.249489528150022 97.835679825150024 243.55407972130004 201.15448414845005 12.250988447150002 15.409823741150001 309.48890441440005 92.464140480550014 229.52120806975003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 14 -10 -8 -12 13 -11 -9 16 27 18 19 20 -18 26 -23 24 -24 -26 -17 -14 29 -29
right_child=1 -3 -4 4 -6 -7 10 8 9 12 11 -13 15 -15 -16 21 17 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.016660089168144918 -0.034308411437467275 -0.03460543580850077 0.027164990987318938 0.011403070689751094 0.036532412469972408 -0.024111849757810066 0.022373818060586356 -0.0019756457143637629 -0.035519075128314502 -0.037213793852271221 -0.00027684296239695425 -0.031110184802243795 0.0030782920905101509 0.0079965951282584425 0.026718783800865308 0.012758363004405032 0.0090657570804376086 -0.038624499809627677 -0.033120359327720741 0.017862966600971267 -0.041565104460165876 0.022075455991220589 0.015778049371598307 0.029409240750362452 0.0090781718475161279 -0.032566895169739936 -0.032921948759815259 -0.031679350490382868 -0.040036695920635239 0.0033461975271634296
leaf_weight=5.0355631209677076 0.29942503030179013 1.3004435254260895 0.68163251597434282 6.6985946616623533 1.4923732355236996 1.8126534542534498 0.8434549979865541 1.3784955362789322 1.6057079676538695 1.3913027474191033 1.7128800409846006 3.1436687370296568 129.27804578270297 0.92527173832058895 4.0402235542424023 1.3147437279112666 3.1297011189162713 3.0379046853631726 2.0168183178175232 4.8633103771135211 1.9780995734035967 8.044827591627838 3.2805109312757832 2.9365780972875646 2.4728482328355312 4.0532321501523256 1.8028270497452465 3.0104474034160438 2.2812666022218755 21.60924300737679
leaf_count=192 58 244 17 128 8 36 12 33 149 56 27 109 1035 9 41 10 25 66 39 29 36 52 32 26 22 81 39 32 59 198
internal_value=0.000822066 -0.0161116 0.00840292 0.000993628 0.00871665 0.0038394 0.0006346 0.0010309 0.00146663 0.000977865 -0.0139303 -0.0202354 0.0012747 -0.0191561 0.0194191 0.00151728 0.000773647 -0.0100566 -0.00281712 0.0033122 -0.0105421 0.00684297 0.00991743 0.00224201 -0.0058932 -0.0167868 -0.0136576 0.00181562 -0.00425244 -0.000936658
internal_weight=227.472 2.2815 0.981058 225.191 10.0036 8.51125 215.187 209.487 204.451 199.033 5.7 4.85655 197.427 2.31657 5.41872 195.11 171.205 15.0258 11.9879 9.97111 5.1078 23.9056 20.788 12.7432 9.80659 6.52608 3.11757 156.179 26.901 24.6197
internal_count=2900 319 75 2581 172 164 2409 2261 2069 1995 148 136 1846 65 74 1781 1519 195 129 90 61 262 213 161 135 103 49 1324 289 230
is_linear=0
shrinkage=0.0337431


Tree=373
num_leaves=31
num_cat=0
split_feature=9 9 5 15 3 6 5 3 10 18 18 12 2 8 0 17 18 7 18 7 8 8 2 17 17 7 12 7 3 16
split_gain=0.564115 1.65709 1.46302 2.08343 1.33137 3.63293 1.55938 3.65043 2.01663 2.33105 1.46666 1.29677 1.38353 2.14209 1.15242 1.21963 1.16633 1.23673 1.40615 2.89714 1.13351 1.0977 2.31304 1.10752 1.16959 1.76023 1.12968 1.06793 1.04752 1.00709
threshold=181.61255275325001 186.67271206880002 21.446355970350002 34.098324821200009 93.862138708350017 16.465384711100004 30.133297129900004 94.92945658615001 61.928633034850002 13.117211680300001 12.777826849750001 197.02116758845003 50.734033752200013 8.1436447804000007 103.44649194340002 242.64190980425005 12.903279561150002 22.597569836950004 13.042786209850002 22.786890330450003 1.3489472949000001 8.0437227585500022 92.716362671650018 195.53954078470002 172.11348093270001 18.316144677200004 178.88951783280001 19.975862989550006 75.236500780600025 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=11 2 3 -2 10 -6 7 8 -7 -10 -3 12 -1 21 16 -16 -12 -18 -19 -20 -13 22 -14 24 25 -24 28 -9 -26 -22
right_child=1 4 -4 -5 5 6 -8 27 9 -11 14 20 13 -15 15 -17 17 18 19 -21 29 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.017990944611749226 0.014954269095460207 0.024024460938449763 0.019442186259274945 -0.014399078187029771 -0.038893388199015964 0.014371600984190172 0.017696602402418441 0.0017523113855675381 0.0090512766979341294 -0.037988215644852469 -0.022848064957027247 -0.01293352845781027 -0.042504135253059336 -0.042850879486548518 -0.029455300309567788 0.0076622511695233686 0.014733855462084134 0.019977485454128217 -0.020268051686371916 0.0015030952239972141 0.006484066441900499 0.023552379808898981 0.0071347958202392413 -0.030318498007634285 -0.018759559902993928 -0.026633379661878172 -0.022459733342264362 -0.037869460386391003 0.010798744425643148 -0.01835838069696771
leaf_weight=1.5610765602905328 4.2134815190220234 2.1950776278972617 7.0772542683407664 3.4172483012080193 2.3800337654538479 5.3260429147630912 2.6529389386996618 0.65610522031784002 1.7198707966599616 1.574839051812887 1.534061899408697 3.2756680632010129 1.4171042920788846 1.3825907483696926 1.921991135051939 1.0784224886447189 5.4146221084520212 3.0175351421348742 4.9539743026252827 128.26158132229466 18.682198180933486 0.8861393928527822 1.9509277219185595 1.2603342077927653 1.0830759639502483 3.1488599206204526 1.185223778709769 2.7803185898810625 6.8710809359326959 1.3665480883792032
leaf_count=11 38 8 42 19 41 29 14 3 20 27 11 231 49 10 180 34 29 19 34 1099 332 4 83 85 53 136 49 69 119 22
internal_value=0.00061527 0.00130821 0.0102938 0.00180904 0.000509496 -0.00687376 -0.00169312 -0.00595944 0.00374509 -0.0134331 0.0013599 -0.00221767 -0.0072985 -0.00935625 0.00101957 -0.0161143 0.00137862 0.00164099 0.00112061 0.000693477 0.00230158 -0.00675501 -0.00834259 -0.00521923 -0.00299765 -0.0137153 0.00298283 -0.0303046 0.00677394 0.00479077
internal_weight=224.246 180.175 14.708 7.63073 165.467 17.0901 14.7101 12.0572 8.62075 3.29471 148.377 44.0708 20.7464 19.1853 146.182 3.00041 143.182 141.648 136.233 133.216 23.3244 17.8027 16.9166 15.4995 14.2392 5.09979 9.13938 3.43642 7.95416 20.0487
internal_count=2900 1716 99 57 1617 203 162 148 76 47 1414 1184 599 588 1406 214 1192 1181 1152 1133 585 578 574 525 440 219 221 72 172 354
is_linear=0
shrinkage=0.0279347


Tree=374
num_leaves=31
num_cat=0
split_feature=6 6 0 0 9 15 0 9 2 9 2 16 13 3 10 6 2 7 15 5 9 6 13 17 8 9 3 5 3 16
split_gain=2.22752 3.06828 1.81318 3.18647 2.72895 3.50904 3.90567 2.67618 2.65519 2.33047 2.10365 1.98208 2.3727 2.23202 1.8157 3.00041 2.03476 1.77311 1.76271 1.74283 1.86274 3.29096 3.15209 3.1795 2.50385 1.81423 3.53465 1.77744 4.51381 2.65076
threshold=13.665319288000001 13.775321858200002 93.972365491700018 86.530713386650021 206.08249486475003 29.049007317550004 95.002044955650021 213.24207352880003 159.92742394165003 202.89977928865002 315.70263843430001 22.614947116400003 117.38883580790001 92.751805500450018 64.434276012450013 16.425383776450001 165.21120286730005 24.052187734100006 39.104631750950013 20.361635946650004 66.290220196950017 16.375382608200002 117.38883580790001 190.79973618785002 5.9453602998000008 186.67271206880002 93.733092718100025 30.133297129900004 94.92945658615001 22.704946905950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -7 -6 -9 -4 19 12 14 -14 17 16 -16 -5 -18 -3 -21 22 23 -22 -23 26 -26 28 29 -27
right_child=1 2 4 11 7 6 -8 8 -10 -11 -12 -13 13 -15 15 -17 18 -19 -20 20 21 24 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00023960885874104083 0.0022093409606844198 0.0019209303884920026 0.00025634459625536001 0.002728248700547511 -0.0028258148589036616 -0.0036112533521020008 0.00095903929255521309 0.0013846105443476799 -0.0024019423538595881 0.0026735185458629158 -0.0023429069379904224 0.0016500721314003763 -0.0021529912696904201 0.00048449760295408571 0.0010893830997697283 -0.0019156347303055327 0.0006264687399627942 0.00042738707255708571 -0.0022028968696452089 0.0015226667100128645 -0.0023252273585786256 -0.0018203059744358019 -0.004123361174725856 0.0028384562294523769 -0.0010760075960026989 -0.00017957107016353428 0.0019400429061833806 0.0019653634800341603 -0.0030317831884548222 0.0018102969035744775
leaf_weight=70.926579746534117 6.5659966245293608 3.9290798921138039 9.8201704137027317 6.6044276077300292 5.5163223440758866 3.2089966032654038 2.660599522292614 3.5917994268238544 2.4052998027764261 4.5361032113432875 2.8176432347390792 16.719808764755726 4.4244788698852044 5.726672925055027 29.984968522563577 3.5369824245572081 4.0156422257423392 4.3030411601066589 2.987075561657548 5.958253499120473 2.361340582137927 4.9938516889233133 2.9407595116645098 1.5278086131438611 4.2192834317684165 37.362348983995616 10.658933206461368 3.2705194056034079 3.9078518776223055 6.0512679768726221
leaf_count=1334 34 17 60 22 83 56 26 24 40 17 47 75 29 24 147 25 25 20 29 37 60 203 34 6 23 245 49 13 71 25
internal_value=0.00018686 0.000333264 0.000271685 0.000386999 -0.000339782 0.00027726 -0.00153961 -0.00142375 -0.00013409 0.00102009 2.90277e-05 0.000798438 0.00056722 -0.000665078 0.000810439 0.000538561 0.000773246 0.00182055 -0.000580424 0.000105687 2.00169e-05 -9.58158e-05 -0.00194437 -0.000296732 8.33597e-05 0.000228565 0.00108473 -2.32172e-05 -0.000160654 9.77895e-05
internal_weight=277.534 206.607 200.041 168.302 31.7393 20.2259 5.8696 11.5134 5.9971 14.3563 89.9989 78.3031 61.5833 10.1512 51.4321 40.5247 36.9877 10.9075 7.00272 87.1813 83.2522 77.294 6.82991 3.88915 70.4641 65.4702 14.8782 50.592 47.3215 43.4136
internal_count=2900 1566 1532 1226 306 159 82 147 64 77 830 396 321 53 268 226 201 42 54 783 766 729 100 66 629 426 72 354 341 270
is_linear=0
shrinkage=0.00278911


Tree=375
num_leaves=31
num_cat=0
split_feature=6 6 3 10 16 4 19 6 7 17 14 3 6 13 17 16 9 3 7 6 15 10 19 7 9 0 16 18 9 18
split_gain=2.31978 3.06779 1.70113 1.69387 1.97006 2.06058 1.83787 2.4258 2.79033 2.20357 2.13387 1.62519 1.57701 1.56301 1.37492 1.3688 1.33508 1.66533 1.20898 2.02123 1.47138 2.11595 1.87223 1.609 1.36497 1.18982 3.16772 2.159 3.45379 2.38602
threshold=13.075305502400001 12.380289263450001 108.48197402175002 67.316303128300021 11.934972090850001 398.10712430820007 12.050972309250001 5.1551204485500008 24.891451065550005 234.67375690460003 336.13077321390006 81.430708313150021 12.085282370700002 73.376087754350024 193.40041255380001 21.084950694200003 34.331904962550006 68.827216597650008 26.820879618700005 11.125259939900001 17.991885019200001 79.535345331150026 11.550931964450003 24.005763052250003 24.706437889750003 86.530713386650021 22.614947116400003 13.565012728250002 190.24759545780003 14.194363735100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 25 -1 5 16 12 -8 14 11 -11 -10 18 -7 -9 -4 17 -5 20 24 -6 -22 23 -23 -20 -2 27 -27 29 -29
right_child=2 -3 15 4 6 13 7 8 9 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0018372259006613177 8.8628929697804275e-05 -0.0022874941139302599 -0.0026400616716682483 -0.0026429962650081121 0.0017127195448518612 -0.0028172922971489434 -0.0026457182921372593 0.00020645728569701244 -0.0022921826337186381 0.0017941844007575997 -0.001428992253445669 0.00093707175851149552 0.0027545715807816232 0.00070910917517725321 0.0022297137283483425 0.0015538919795414045 -0.0026715387926867901 0.001331870334922798 0.00093664656753361024 0.0022238825954465826 -0.0023111038824148327 0.0018670000782074121 0.0024365657069920581 -0.001845517135643371 -0.0030852485473264911 0.001074865946776647 0.001449859206512315 -0.0043834245779628377 0.00024383941022516304 -0.00028269011232278155
leaf_weight=3.3398657040670505 91.677563081728294 4.328506860882043 2.1045713170897211 1.1700375170912578 6.8220394514501148 0.9182350537739693 2.3323550396598902 4.5340401884168404 5.3590779313817603 3.088480569422245 2.1814464209601283 1.1844176445156334 2.2807809486985198 5.2853151555173099 3.8791506513953209 0.62917873263359059 4.2064739167690277 1.4934527175500987 0.73763165436685074 1.021180225536227 1.7274642558768389 1.1619620919227602 2.5326755102723837 1.9393710093572734 1.8239858006127176 18.801309932954609 17.418446645140648 1.7144217537716024 87.861361484741792 1.8214317467063663
leaf_count=43 710 76 124 109 44 71 139 37 98 20 30 11 11 78 18 3 241 25 14 6 24 9 20 42 62 88 81 21 625 20
internal_value=0.000160915 -0.000260195 0.000281064 -0.000111512 -7.99786e-06 -0.000855175 0.000251956 -0.000236506 4.13027e-05 -0.000740689 0.000459975 -0.00170767 0.000801621 0.000187139 0.00113934 -0.00167481 -0.00179638 -0.000414238 0.000550908 -0.00074399 0.000878003 0.000104452 0.000845095 -0.000454566 -0.00192712 0.000305446 0.000461203 0.000304932 0.000146548 -0.002271
internal_weight=285.376 63.3479 222.028 59.0194 55.6796 13.0735 42.6061 22.559 20.2266 11.8134 5.26993 6.5435 20.0471 6.20355 8.41319 2.73375 6.86996 2.66349 17.7663 3.5828 14.1835 7.36147 5.63401 3.10133 2.56162 219.295 127.617 110.199 91.3972 3.53585
internal_count=2900 1228 1672 1152 1109 524 585 353 214 159 50 109 232 149 55 127 375 134 221 82 139 95 71 51 76 1545 835 754 666 41
is_linear=0
shrinkage=0.00249484


Tree=376
num_leaves=31
num_cat=0
split_feature=3 4 6 15 17 0 3 6 5 0 8 14 16 17 18 10 8 3 15 5 6 7 14 6 0 9 16 15 15 13
split_gain=0.557225 0.923634 0.566651 2.22025 2.28792 1.4175 1.85149 1.67073 2.7337 2.00344 1.88338 1.76513 1.38658 1.8285 3.05432 2.67276 2.28164 1.48688 1.4812 3.40676 1.93683 1.47444 1.28705 3.07836 1.96467 1.72428 1.40724 1.69138 1.93501 2.24369
threshold=108.48197402175002 159.66984649465005 14.835346625500001 38.469938489650012 208.46089438445003 87.181320254150009 92.751805500450018 16.355382140900002 25.763052016400003 86.692020874450009 8.4434108459500017 384.93581166080008 22.644947046300004 201.59899553070002 14.194363735100003 66.697957758300021 8.1436447804000007 89.676209399250013 31.385732506450001 20.102686929350003 15.785368822600002 23.669449516850005 169.50964292540002 14.515339148550002 96.811377277450006 200.41824001715003 18.764956119400004 28.566186095050004 28.129673635100001 105.42250866925001
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -5 6 -4 8 10 11 -8 -9 13 18 -15 17 -17 -16 -7 -20 -21 -22 23 24 -1 -26 27 28 29 -24
right_child=1 -3 5 4 -6 12 7 9 -10 -11 -12 -13 -14 14 15 16 -18 -19 19 20 21 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.015496059867465281 0.014611428828398488 -0.027464435889502967 -0.019271326102138723 -0.035319294648716623 0.0094058299893413806 0.013122026034832649 -0.038064508727130658 0.0012082694068840641 0.013459305614567133 0.01822715112832651 -0.0015777250070054005 -0.021239631073354463 0.020048137334531094 -0.027958113607121998 0.023714160216764625 0.010372507321586644 -0.030737821685552578 0.00010223547930160909 -0.018093195003582682 -0.0042341569498052399 0.025098056854980216 0.0036000470639077809 0.0011229187356583377 -0.038797863264018663 -0.036954280796892218 0.0038723695311688421 0.0093299080246431049 -0.015089983399481656 0.027674872137414576 -0.02144246741491115
leaf_weight=2.6958221516106269 0.51670833770185609 1.1543671799590809 3.3911447767168275 2.4545347085222597 1.1487556640058754 15.642411254346369 2.6253344984725109 68.675974048441276 1.8708134593907741 4.6048834919929496 1.5331091517582534 2.4831963418982914 3.9464294314384452 2.8928235545754424 3.5380936414003354 1.4840759858489039 2.4458932890556753 3.7675836384296417 4.3375386521220234 5.2235135519877067 5.0629783272743207 3.8367101475596428 52.740789669507649 1.9382271505892275 1.3588648000732066 1.477069850079715 11.595481542870401 5.0590159120038143 1.7616301705129433 3.1974158692173651
leaf_count=20 8 119 26 45 12 80 57 564 21 18 16 48 27 19 21 8 43 20 27 31 22 20 1287 25 22 18 90 124 9 53
internal_value=0.000593569 -0.0144543 0.000706438 -0.000966288 -0.0210606 0.00174673 -0.000332832 0.000452357 -0.0127994 0.00150693 -0.0246128 0.000424919 0.00514176 0.00392209 -0.00399036 0.00218058 -0.0152133 0.0115373 0.0072001 0.00218226 0.00840929 0.0158301 -8.13967e-05 -0.0104312 -0.000491976 -0.0156901 0.000958388 -0.000588354 0.000683122 -0.000166914
internal_weight=224.461 1.67108 222.79 85.4276 3.60329 137.363 85.1845 81.7933 6.02926 75.7641 4.15844 71.1592 52.1781 48.2316 14.1285 11.2356 3.92997 7.30568 34.1032 18.4607 14.1232 8.89969 81.8243 7.46998 5.53176 2.83593 74.3543 62.7589 57.6998 55.9382
internal_count=2900 127 2773 1705 57 1068 750 724 94 630 73 612 318 291 111 92 51 41 180 100 73 42 1648 85 60 40 1563 1473 1349 1340
is_linear=0
shrinkage=0.0261565


Tree=377
num_leaves=31
num_cat=0
split_feature=16 19 10 17 13 4 7 3 7 16 4 9 0 2 6 2 6 5 10 7 5 15 3 5 6 6 7 17 8 6
split_gain=0.550154 1.52384 1.39729 1.16365 0.830123 1.14757 0.706431 1.43249 0.518358 1.28819 1.26191 1.25444 1.0248 0.871282 0.847274 1.59348 0.985843 0.967676 1.74337 1.02408 0.829014 0.790484 1.56274 1.34236 1.72303 1.45577 1.10574 0.997493 0.976806 0.908844
threshold=11.934972090850001 10.650859343850001 90.740838818900016 237.45530840880002 95.99139754765001 280.33545882855009 27.577198718850003 73.733652685700008 26.752366550650006 17.654958715000003 371.16724128940001 210.97856947250003 105.70748523110002 224.18737221905002 10.715250360100002 197.03438354685002 11.260263094250002 2.7861270712500006 72.496961945650014 21.725272673150005 14.232256078500003 17.183237161800005 79.47351079420001 15.094471190800002 13.400313096150002 13.775321858200002 25.967949918250003 201.96296776225003 2.6479335789000005 12.595294287050001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 7 -7 12 10 11 -10 14 -14 15 17 -16 -2 19 -19 -13 29 26 -24 27 -26 -23 28 -25 -18
right_child=8 3 -4 -5 -6 6 -8 -9 9 -11 -12 20 13 -15 16 -17 21 18 -20 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.028908940212626421 0.027551918618611535 -0.029135996219599468 -0.0280311374599558 0.0078731743126266261 0.026291015942935876 -0.031315474260315612 0.018841130073220951 0.011466948125170557 0.0076096925493448642 0.011379310075772446 -0.029704231226143983 -0.036954176273815031 -0.0020108388397559172 0.025534225011112313 0.017950593720035626 -0.02456004624509248 0.022427173025876733 -0.009799410222268894 -0.029484783606470711 0.01695925999836545 -0.001404390616438971 -0.032289117094086259 0.018485491645923311 -0.0037038221185792582 0.014522702101528484 0.00080979876436901462 -0.0032005013322038397 0.00075834420571033385 -0.036851873345736558 -0.0032181420692915007
leaf_weight=0.78839985036756655 0.83426178060471823 2.640548398252577 1.0316781383589839 0.82693912368267763 1.2224405695451421 0.86593232722952995 1.9950104099698363 1.7575121698901055 2.8356921756640059 2.4800591797102243 2.0011672612745315 1.0645409086719153 1.344176119891926 2.3207507012411952 2.598981447517871 2.7390786783071235 2.6634309561923137 1.9250407107174394 1.4630842275219036 2.3594669895246625 0.89501916849985708 1.7531034355051809 3.2563988631591192 1.0116181522607797 5.9472465114668003 163.31688848754857 2.1646301383152604 1.7438486795872448 1.8900319533422587 1.6643559998483395
leaf_count=71 5 176 238 32 13 30 21 28 69 26 72 32 31 19 21 100 20 24 97 21 12 51 33 16 59 1447 31 24 41 40
internal_value=0.000564183 -0.00533511 0.00144274 -0.0203099 0.00602958 0.00144865 0.00663089 -0.00265444 0.000876397 -0.00541576 -0.0115444 -0.00396589 0.0011668 0.0154316 0.000901864 -0.00711029 0.00129908 0.000151529 -0.00382563 0.00493652 -0.020717 0.00106567 0.000790851 0.00116695 0.000842669 0.00129161 -0.016217 -0.0155152 -0.0252953 0.0125646
internal_weight=221.401 11.1285 7.66097 3.46749 6.6293 5.40685 4.61845 2.62344 210.273 9.27648 6.79642 4.79525 200.996 3.66493 197.331 9.32093 188.011 6.58185 5.74759 4.28451 1.95956 185.412 181.084 177.166 173.91 169.264 3.91773 4.6455 2.90165 4.32779
internal_count=2900 609 401 208 163 150 79 58 2291 211 185 113 2080 50 2030 247 1783 147 142 45 44 1762 1702 1620 1587 1506 82 81 57 60
is_linear=0
shrinkage=0.0272254


Tree=378
num_leaves=31
num_cat=0
split_feature=19 3 7 15 5 16 6 7 15 6 7 13 16 16 10 0 17 2 13 3 16 16 15 18 6 13 8 15 19 13
split_gain=0.520755 1.01461 1.04719 0.559067 1.73556 1.46581 1.99352 2.0882 1.14154 1.27773 1.75922 1.11973 2.74196 1.89301 1.44787 1.48072 2.11037 2.70657 1.28683 2.10395 1.94454 1.81512 2.26447 2.24525 1.89876 2.87503 1.87828 1.58298 1.89502 1.85831
threshold=14.651182102100002 92.913112988300014 22.862300195000003 45.169600924000008 24.301614351200005 22.594947163200004 16.770391837550005 23.724432465350002 42.670190152050004 16.455384477450004 23.824098587650003 112.82921081865001 19.974953289850003 20.674951653000004 65.630639880500027 86.135510041400025 200.23903127160003 229.52120806975003 109.72404167800001 86.130133125200004 19.214955067100004 18.684956306450005 29.049007317550004 14.073076155300003 14.775345223550003 107.97116697695002 8.0437227585500022 27.992471162000005 12.851036860900001 103.58091484995002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 -5 -6 7 -7 9 11 -11 12 18 -13 15 -15 -17 -18 20 -20 21 22 27 -24 25 -23 -27 28 -1 -30
right_child=1 2 -4 4 5 6 -8 -9 -10 10 -12 13 -14 14 -16 16 17 -19 19 -21 -22 24 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0015147458387897552 0.020507928528901157 0.0099710369558956829 -0.012937546141867873 -0.02384495904829809 0.017756868624520999 -0.033268495563637875 0.01867174623486054 0.00062938287373311694 0.0080924969649484018 -0.0028451102424228584 -0.027116550934968994 0.020354969226316855 -0.023394334923892379 -0.0058928484138220175 -0.013313046217228643 0.012845928400613828 -0.024758778597133595 0.0099175085990817046 0.02641033961165095 0.00017774083911920502 -0.022816734089946653 0.019397013509962049 0.020217080735706685 -0.026020858992702803 0.027886680206611919 0.0064999649633346278 -0.035261311280285736 0.018581060276682569 -0.0024142655218051187 -0.025249844991098492
leaf_weight=48.455512018117588 2.9401207044720632 3.8508771676570177 2.5926357600837946 3.0255683977156869 2.7094971982296538 2.5225293287076056 1.894472576677799 3.2029993310570717 14.64520995330531 39.126495819306001 2.4649684624746433 5.4597851424477986 3.8596495296806088 7.9047857820987693 3.8852178491652003 18.572303412482146 3.0654099136590949 4.06650260835886 3.7797965556383115 6.3838977529667318 2.9431418329477301 3.7954153642058355 0.98337195813655753 4.7766415292862803 3.4701283276081085 1.5534761901944878 1.8115088008344171 3.4127636682242146 7.4274320824770239 4.4103832491673529
leaf_count=1191 13 26 22 38 27 80 10 23 99 457 30 39 42 47 23 86 21 26 16 39 31 24 12 127 13 20 34 24 174 86
internal_value=0.000520627 0.00694301 0.000753454 0.000233114 -0.0052837 0.000153004 -0.00610653 -0.0143052 0.000608532 5.01331e-06 -0.00428359 0.00127892 -0.000378817 0.00502491 0.0027926 0.00465442 0.00789801 -0.00498691 0.000574279 0.00993343 -0.000571239 0.000246169 -0.00139484 -0.0181269 0.0109695 0.00277095 -0.0159818 0.000117999 -0.000927059 -0.0109221
internal_weight=218.992 9.38363 6.44351 209.609 13.3551 10.3295 7.62 5.72553 196.254 181.609 41.5915 140.017 97.0631 42.954 37.4942 33.609 25.7042 7.13191 93.2035 10.1637 83.0398 80.0966 69.4661 5.76001 10.6305 7.1604 3.36498 63.7061 60.2933 11.8378
internal_count=2900 61 48 2839 178 140 113 103 2661 2562 487 2075 1833 242 203 180 133 47 1791 55 1736 1705 1614 139 91 78 54 1475 1451 260
is_linear=0
shrinkage=0.027866


Tree=379
num_leaves=31
num_cat=0
split_feature=13 3 16 15 13 7 19 15 16 18 6 19 7 18 13 13 13 13 9 7 2 10 15 9 17 15 9 13 13 13
split_gain=0.806975 0.484134 0.873019 0.467241 1.48497 1.28902 0.586755 0.508299 0.589895 2.18149 2.66182 1.67545 2.76022 2.75142 2.16977 1.28616 2.24466 2.20892 1.83366 1.87918 1.40701 1.66367 1.1834 0.956108 1.14159 0.952089 0.760124 0.759927 4.95464 1.83786
threshold=73.376087754350024 108.48197402175002 21.084950694200003 46.574831689400007 117.61735474900001 23.539316666200005 14.251149826300002 46.422062705750008 22.624947093000003 13.5308213324 16.405383309150004 14.351157895250003 22.477322886550002 13.326324856250002 117.75715457175001 117.38883580790001 117.47217800995001 117.30011668960002 197.6620677562 23.699538637550003 192.12593012350001 62.00390986255001 41.403124198950003 199.21354841250005 200.23903127160003 42.385947950200006 186.14781787895004 113.85351336640001 113.58197909515002 112.82921081865001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 8 15 10 -10 22 14 -14 -13 17 -17 25 20 -20 21 -18 -12 -11 -25 27 -16 28 29 -2
right_child=1 2 -4 4 5 -7 -8 -9 9 23 11 12 13 -15 26 16 18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.032667100206922192 -0.00013273504392428422 -0.031639656832323761 0.017479296823730974 -0.0012175074131741575 -0.017461459711749568 0.013773917601753597 -0.035087587305734545 0.017484733359797403 -0.028106845452041073 0.029337513631773393 -0.023070167620039935 -0.024223636761072781 0.024812000558269286 -0.0066580111208547621 0.017756653108852043 -0.024977097254039213 -0.0083780823267467133 0.02558894683797705 -0.028559950723716893 0.00048530698834548691 -0.013928713558021366 0.015388427866181806 0.0021494465694006466 -0.0063112652500025845 0.018433222998041194 -0.018428259173232826 -0.0032954221087039882 0.0062688571442876895 -0.050971658973736671 0.018066620658464833
leaf_weight=0.67660979309584846 96.976621308946051 1.0715113508631464 0.48787277191877354 0.64251407585106735 1.9184941304847596 3.3814266584813595 1.8052305015735326 1.7236983347684134 2.8336933627724639 3.3463640362024289 3.4318316429853466 3.5783441588282603 9.2806025724858028 3.5616660388186565 2.6663562580943108 4.7114305403083589 3.8807296436280074 3.3852058649063101 4.0441843974404019 4.2140499744564295 3.2926766835153094 9.1923298034816963 3.4634045474231243 2.6503241248428822 4.9599606301635504 2.3713889081263906 3.9325216207653284 21.362662520958111 1.7395270168781269 5.4285057093948117
leaf_count=145 1758 124 3 15 38 18 61 11 22 18 24 21 44 26 13 29 29 17 34 25 26 45 24 20 34 28 34 157 17 40
internal_value=0.000521732 0.000626015 -0.0162722 0.000749279 -0.00658878 0.00246717 -0.026197 0.00102523 0.000886358 0.00402157 8.81792e-05 0.00275897 0.00670138 0.0160841 -0.00513836 3.31506e-05 -0.00572874 0.00132084 -0.00204585 -0.0137386 0.00385437 0.00833335 -0.0104026 0.0157781 0.00981582 0.000678415 0.00521092 0.00103943 -3.32616e-05 0.000832015
internal_weight=216.012 215.335 1.55938 213.776 7.74767 5.29992 2.44774 206.028 204.304 43.7051 32.7484 29.9147 23.0195 12.8423 10.1772 160.599 29.3354 131.264 24.624 8.25823 16.3657 13.0731 6.89524 10.9566 7.61028 127.879 6.59888 125.507 104.145 102.405
internal_count=2900 2755 127 2628 132 56 76 2496 2485 280 208 186 138 70 68 2205 188 2017 159 59 100 74 48 72 54 2000 47 1972 1815 1798
is_linear=0
shrinkage=0.0304377


Tree=380
num_leaves=31
num_cat=0
split_feature=8 9 3 8 12 16 13 5 10 16 15 18 18 2 19 5 10 18 0 9 19 5 6 10 6 0 0 15 5 16
split_gain=1.70474 4.42975 2.73656 2.11995 1.43706 2.35704 1.56039 1.27431 2.80321 1.70872 2.55536 3.11064 1.81444 2.88408 1.92758 1.67618 2.53905 1.58795 3.47265 2.00017 2.2358 2.86738 1.81759 2.8164 2.4576 1.57592 2.73676 3.11121 2.89251 2.47484
threshold=4.9461400813500012 75.115715165350011 72.053366354150015 6.7447364745500016 150.89336347300005 21.084950694200003 73.376087754350024 30.133297129900004 60.474177186300004 22.724946859200003 44.34858359035001 13.278511569200001 13.3584252364 229.52120806975003 14.451165964200003 22.963361893800002 61.917879202350001 13.278511569200001 86.420486603250012 185.50567866740002 14.351157895250003 21.893521430150003 16.455384477450004 62.079186690200011 16.565387047600002 93.972365491700018 96.055920542800024 29.049007317550004 18.092020786850004 18.714956236300004
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 -5 10 15 -12 -13 -14 -15 16 -10 19 -19 -18 21 -21 23 -20 -24 -25 27 28 -27 -28
right_child=2 -3 3 7 6 -7 -8 -9 9 -11 11 12 13 14 -16 -17 17 18 22 20 -22 -23 24 25 -26 26 29 -29 -30 -31
leaf_value=-0.0018585923101530314 -0.0031367746082974967 -0.0031882986733056981 0.0031623554799792442 -0.0022183142463520922 -0.0032221782973779096 0.0036080875054612022 0.00031339674785013042 0.0021049887204144741 -0.0020517427321901723 0.0015208475821040324 -0.0034179830748595924 0.0019659483946601821 -0.0032763395819106352 -0.0012830396729476496 0.0014088576816548258 0.001347576217645858 -0.00062118494652770766 -0.0020249103637423414 0.002994665636004134 0.0011772624180088555 0.001913007484193779 -0.0019637052121725587 -0.0027071192650455996 0.00073992381582580868 0.0004982384596173274 -0.0013723162065759217 8.3211088289448669e-05 -0.0026351176880694467 0.0026026863768723605 0.0021954932067465684
leaf_weight=6.3253842937992877 2.0250802364898837 4.3213338174391529 2.3122375505045047 3.9126514289528123 1.1371915037743736 0.78221923112869252 35.353709795512259 3.404345402494072 4.0092907957732669 9.9533788468688709 3.279965863563123 2.7305991090834132 2.9438100019469848 4.591140164062379 4.8050750894472003 14.202057494316248 6.3458115234971038 5.9934003031812599 3.5687731653451911 8.7383028864860552 17.114338606595993 3.6312688402831546 4.036009415984152 43.471143048256636 4.4268527813255787 3.9937327764928323 40.516799393808469 6.6194586420897394 2.7135620471090078 5.5685506984591475
leaf_count=181 157 217 12 46 122 2 595 15 24 43 83 14 32 40 26 78 33 47 12 38 62 23 32 232 22 43 496 136 12 25
internal_value=0.000187493 -0.000319204 0.000300476 0.000333173 -3.4829e-05 -0.00125696 0.000203215 0.000302106 0.00027248 0.000320428 0.000258616 -0.000796079 -0.000225449 -0.000710361 9.35538e-05 0.000369244 0.000282808 0.000342525 0.000179741 0.000891843 0.00121749 0.000255185 0.000294725 0.000400073 -0.00103042 0.000310073 -4.4436e-06 -0.00119017 0.000235846 0.000338441
internal_weight=262.827 47.9198 214.908 212.883 43.5985 7.1076 36.4909 210.57 207.166 203.253 193.3 18.3506 15.0706 12.34 9.39622 174.949 160.747 156.738 120.908 35.8297 29.4839 12.3696 114.915 106.452 8.46286 102.883 59.4121 13.3268 6.70729 46.0854
internal_count=2900 1117 1783 1626 900 183 717 1614 1599 1553 1510 195 112 98 66 1315 1237 1213 1057 156 123 61 1010 956 54 944 712 191 55 521
is_linear=0
shrinkage=0.00297089


Tree=381
num_leaves=31
num_cat=0
split_feature=5 15 18 6 3 16 2 2 16 10 17 12 7 18 13 18 7 19 0 0 16 13 0 3 15 5 9 16 16 19
split_gain=2.11835 2.11164 2.15065 2.06294 1.24755 1.33971 1.21942 1.41535 1.12462 2.09346 4.17462 3.02421 1.9381 2.11502 2.11819 3.26095 1.989 1.80913 1.60932 3.14552 2.77282 3.41342 3.86818 3.79186 2.76881 2.65394 1.58573 1.89332 2.61764 1.65008
threshold=7.7286379265000011 17.382777826050003 16.433295803950003 2.7550643716500001 108.48197402175002 21.084950694200003 285.16564649850005 297.58713971970008 18.594956516900002 74.986474174450009 195.53954078470002 96.350437043050007 24.101221167900004 15.064837217800003 98.238948544700023 17.248993197150003 27.952168727600004 12.751028791950002 96.249489528150022 94.047642319350018 19.214955067100004 112.82921081865001 92.031298721500022 89.227236891450005 27.122924609850003 18.092020786850004 205.70977008025002 17.654958715000003 15.919962772200003 12.751028791950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 -4 -8 9 10 11 -2 -11 -14 15 -15 -17 -13 19 20 -10 22 -22 -23 -21 -24 29 28 -28 -16
right_child=4 -3 6 -5 5 -7 7 -9 18 12 -12 17 13 14 26 16 -18 -19 -20 24 21 23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0022035330223875564 -0.0030875190460056315 -0.002616431838175158 -0.0026112505218074248 -0.0011809539213904513 -0.002594444517362991 0.0016158770485287023 0.0021001137219344899 -0.0014997852262513163 0.0015110666668292033 0.001193681500436778 -0.0027339438373247117 -0.00049191259137165288 -0.0023229211194395714 -0.0028152733862117549 0.0015894669725908413 0.0010370333641664946 -0.0015739751124479145 0.00083380117880566852 0.0015378812480358942 0.0013738204889336837 -0.0032616365609795038 0.0018231404952158451 0.0011467618319029671 0.00025979514331070727 -0.0019241002322252173 -0.0015847649132413866 0.00011208947359747473 0.0019202535824807535 -0.0027489600313115275 -0.00030840846871357683
leaf_weight=2.9124356349930149 1.969747893512255 3.0152767659164956 2.442683394649066 1.7212229603901503 1.8322589348535978 0.60353622585535038 0.999744595261291 1.9085449641570447 11.568402193486689 10.990390740334986 4.4010089249350122 14.718420649645852 2.1626990484073749 3.2419373951852304 10.549549322575333 4.9699101930018514 2.7073609915096313 10.663662669714538 6.3148443177342406 1.9870994202792625 3.276453021913766 10.058316748589275 4.5670177042484266 126.95313747040927 6.6373479831963778 4.0153525434434414 9.8501301398500782 2.4358874820172778 2.3864062512293449 3.7231590524315825
leaf_count=14 44 160 194 44 124 3 15 90 57 81 115 256 36 111 65 77 102 133 29 10 35 51 20 733 80 32 80 16 56 37
internal_value=0.000146865 -0.000818897 -0.000276057 0.000946328 0.000194678 -0.00155122 -0.00133458 -0.000262295 0.000211025 -2.07645e-05 -0.000518459 -0.00016198 0.000277311 3.76737e-05 0.000165739 -0.000754111 0.000116271 6.50537e-05 0.000323062 0.000277686 0.000355198 0.000265378 -0.000996111 0.000374564 -0.00116425 -0.000131212 0.000512742 -5.30599e-05 -0.000445881 0.00109439
internal_weight=275.584 12.9999 9.98463 4.63366 262.584 2.4358 5.35097 2.90829 260.148 84.7703 31.7528 27.3518 53.0174 42.027 39.8643 10.9192 7.67727 25.3821 175.378 169.063 160.439 148.87 11.8588 137.011 8.62445 8.58237 28.9451 14.6724 12.2365 14.2727
internal_count=2900 517 357 58 2383 127 299 105 2256 1209 548 433 661 580 544 290 179 389 1047 1018 928 871 87 784 90 52 254 152 136 102
is_linear=0
shrinkage=0.00245095


Tree=382
num_leaves=31
num_cat=0
split_feature=16 5 9 6 15 18 15 9 9 18 6 16 18 17 3 12 7 16 16 13 0 3 2 16 15 10 10 0 15 19
split_gain=3.33155 2.54712 2.46677 2.40015 2.10689 3.16896 2.34403 2.01626 3.20904 3.14779 3.57619 2.09791 2.63441 4.19461 2.36187 1.82282 2.39622 2.3124 2.35727 2.12476 2.30385 4.19699 2.51066 2.05277 2.642 1.82125 2.13051 1.78937 2.39768 2.04325
threshold=18.594956516900002 23.606333875400001 227.14331114760003 15.675366252400002 28.452330424200003 14.025183600500002 28.321365561200004 64.606296034500005 66.290220196950017 13.278511569200001 16.635388683200002 22.674946976100003 13.3584252364 199.30127897920002 93.077108934250006 206.66000365515004 26.302865891850004 11.934972090850001 16.414961614700005 108.61908538635001 96.693085119700015 93.862138708350017 175.40496222385005 17.654958715000003 20.310401204950004 55.94143677835001 60.990361147350008 105.29077422085001 6.9561856507500011 12.751028791950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 4 6 -6 15 -3 -9 10 -10 12 -11 14 -14 19 17 -17 -19 20 21 -1 27 24 -18 -12 -27 29 -29 -22
right_child=1 2 -4 -5 5 -7 -8 8 9 11 25 -13 13 -15 -16 16 23 18 -20 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0023671907976013907 0.00044876205922429621 -0.0027011712864366804 0.0018703294539837842 -0.0015600195054452147 0.00097215876784670818 -0.0020044744870077939 0.0023213445665249714 0.0017066758279260291 -0.002441122418608077 0.0014017801742814114 0.0011555817102004771 0.0012883380078690645 3.8820846928635226e-05 0.00052871035208875241 -0.0028625519105849573 -0.00053064610825190013 -0.00017719771712405079 0.0011609642380600127 -0.00056281170286077889 0.0016008764289647892 0.00038893557759439525 0.00086750827721526172 -0.0024152812331276361 0.0019803094226617654 -0.002391203796924795 -0.0015256287469772711 0.0008326662962251717 0.0017907203979097589 -0.0021732278509255278 -0.00084094792751154737
leaf_weight=5.6028745928779236 149.72260914556682 1.3444250188767899 2.4605920612812033 4.6774857882410279 2.1198000730946651 5.0812537013553083 1.8143159896135319 3.525748509913682 5.0708431908860794 3.3016191013157394 2.5511847781017405 5.3724039867520323 1.7027551271021346 5.8594148019328713 3.7746220398694277 6.0783568131737438 10.609512984519823 20.333169536199424 3.9647530815564087 2.3275867234915486 24.02832409506664 2.394460367038846 2.0052118171006432 1.3695321902632702 2.8622468211688092 5.4834780339151621 2.2634027674794197 0.80183112854137961 3.1266949311830103 7.3858093284070483
leaf_count=146 741 18 9 197 15 125 5 14 99 15 28 26 10 32 45 106 283 141 68 11 227 26 66 6 59 64 10 21 190 97
internal_value=0.000162448 0.000323098 -0.000117419 -0.000127602 -6.18542e-05 -0.00112823 1.92299e-05 -0.000238936 -0.000153851 -0.00033926 -0.00103531 0.000195324 -0.00020582 -0.000674002 -0.0019606 -2.57345e-05 0.000268416 0.00059748 0.000879691 -0.000304736 -0.000402552 -0.0013987 -0.000189246 -0.000405093 -0.000647591 -0.000343073 -0.000836607 -6.29487e-05 -0.00136417 9.97764e-05
internal_weight=299.016 192.433 42.7105 106.583 101.906 7.20105 94.7047 40.2499 38.9055 35.3797 15.3689 20.0108 14.6384 11.3368 5.47738 92.8904 45.2176 30.3763 24.2979 47.6728 45.3452 7.99733 37.3479 14.8413 13.4718 10.2981 7.74688 35.3427 3.92853 31.4141
internal_count=2900 1111 370 1789 1592 140 1452 361 343 329 201 128 102 87 55 1447 663 315 209 784 773 172 601 348 342 102 74 535 211 324
is_linear=0
shrinkage=0.00204504


Tree=383
num_leaves=31
num_cat=0
split_feature=17 9 6 13 16 8 6 12 19 13 18 7 0 7 0 9 15 18 10 6 0 18 18 9 7 7 0 15 10 2
split_gain=0.526534 0.712227 0.701692 0.721388 1.15019 1.99797 1.88155 1.2273 0.965893 1.07518 0.841133 0.947288 1.31826 2.53552 3.14817 2.31218 1.38978 1.06717 1.62303 2.13028 3.32832 0.964389 0.936351 0.835647 0.816258 0.793297 0.777994 0.770191 3.71857 2.16602
threshold=157.96759137085004 43.506455664950003 22.585527707250005 117.99105042915001 22.794946695500006 8.6432548896500023 20.305474434200004 120.99131110445002 14.651182102100002 117.88082364575001 11.639306137250001 19.041006859700005 85.613949164150014 22.446731871300006 85.40693788805001 179.80632259800004 34.098324821200009 13.075178189100003 61.944763783650011 16.375382608200002 89.528344202050008 13.1493823129 12.903279561150002 201.2906445504 19.468732114900003 22.747724408400003 85.775256651950016 41.211223942950006 62.00390986255001 173.31297745125002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 -5 9 10 -2 -12 13 15 -15 16 24 18 -14 20 -20 25 -21 -10 -13 -19 -23 28 -28 -29
right_child=2 -3 -4 4 5 6 -8 -9 23 -11 11 12 17 14 -16 -17 -18 21 19 22 -22 26 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.025781923135507024 -0.030296318033356258 -0.042594378538339049 0.024444581032873558 0.010910643854690585 0.027557498978118544 -0.046606961208926774 0.0044994857891395568 -0.051393401020700773 0.0016714318986579084 0.030847365895440605 0.015001229783423713 0.0017593333998504623 -0.014513424978139998 0.02804839405846498 -0.038734743997249424 -0.062268718631815795 0.040788767432876794 -0.00063187122779420396 -0.03580378834076757 0.0069828065801907637 0.023850873544738138 -0.02196941868637339 0.028786264025605607 0.025527217467599027 -0.039046563800639013 -0.026836600068372692 -0.03748287051470893 0.032484038214510416 0.00059466462905319718 0.0019432891134658584
leaf_weight=0.2705276904744085 1.1724839240778226 0.77740436687599868 1.6475099772214878 0.5834192363545293 1.9981544241309164 1.643573170527816 2.2458115518093109 1.4560199296101926 3.849405935034155 1.5352173000574101 5.7898907908238462 1.0849342027213413 3.3152526945341405 2.9929206660017371 1.3490783469751475 1.8918623817153273 0.55044031143188465 2.9076285660266867 2.5295270825736251 3.8543256502598506 2.4022589703090489 2.0282207941636434 7.9405795144848526 3.8885254226624966 1.5955402071122078 3.1934859361499548 3.471111250575631 3.6383161097764996 126.98246167879552 19.223370685358532
leaf_count=26 71 70 7 12 10 35 17 48 25 8 53 14 24 28 33 47 2 17 29 20 17 30 40 19 109 24 24 13 1881 147
internal_value=0.000723246 -0.0249428 0.000847328 0.000666602 -0.0100791 -0.00194187 -0.017097 -0.0335702 0.00107773 0.0005896 0.000354891 0.000537557 9.9e-05 -0.0131068 0.00729858 -0.0304022 -0.0117427 0.000787703 0.00868715 0.0132855 -0.00674617 -0.000192945 0.0216614 0.0136596 -0.0225302 -0.0143481 0.000363 0.000658438 -0.000418503 0.00680369
internal_weight=217.809 1.04793 216.761 215.114 7.92698 5.88754 3.88938 2.03944 207.187 199.449 197.914 196.741 190.951 9.46478 4.342 5.12278 3.23091 181.487 20.0419 16.7267 4.93179 161.445 11.7949 7.73793 2.68047 6.10111 155.343 153.315 130.454 22.8617
internal_count=2900 96 2804 2797 122 62 52 60 2675 2631 2623 2552 2499 233 61 172 125 2266 130 106 46 2136 60 44 123 41 2095 2065 1905 160
is_linear=0
shrinkage=0.036296


Tree=384
num_leaves=31
num_cat=0
split_feature=16 16 13 4 13 5 17 7 15 13 7 19 14 2 16 18 17 17 7 7 16 19 16 9 7 18 16 7 10 16
split_gain=0.498488 1.46472 0.855479 1.07418 1.33428 1.08036 0.684539 0.498184 0.443082 1.36513 1.06563 0.584787 0.542569 0.742701 1.9677 0.752211 1.7735 0.968429 1.20277 1.66754 1.72298 0.954692 0.852343 1.57942 0.722547 1.07418 1.25808 1.32032 1.03102 1.41965
threshold=11.934972090850001 10.664975060650002 73.376087754350024 398.10712430820007 95.870416931800023 1.6103415277500004 169.94681044690003 20.562096111400006 46.574831689400007 117.61735474900001 23.539316666200005 14.251149826300002 462.66931228825007 330.71431012540006 20.644951723100004 17.327266398450003 208.12573104970002 209.83020864525002 24.472706336050003 25.138824731100005 18.764956119400004 12.851036860900001 17.654958715000003 212.89864875025003 26.709562027450005 15.573070337500001 14.034967180100002 24.252468908850002 80.468240302450013 14.184966829400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 12 11 -11 -10 13 15 -15 16 24 -18 -19 -20 21 -21 23 -17 25 -2 27 -27 -26 -30
right_child=8 6 3 -5 -6 7 -8 -9 9 10 -12 -13 -14 14 -16 22 17 18 19 20 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.033384438286952575 0.0013068657479393207 -9.9756425539022366e-05 0.020599152968852546 0.01802649682962041 0.019044718921835131 0.023328348084536103 -0.034214857545843733 -0.033014744419412913 -0.0010713357260688026 -0.016407086043299358 0.013231173570180558 -0.035848871127151634 0.017551171541700085 -0.032488892006465445 0.0085203245117555452 0.019549262010209935 -0.031221716657992071 0.020812696465422279 -0.045770199689099046 0.0010120760174041133 0.010394927116411443 -0.034304998928215896 0.033755813689500848 -0.021975076845069667 -0.044510166865662983 0.017110189863775223 0.015910663317893245 -0.024362708370931928 -0.035001697557255039 0.018433893952007847
leaf_weight=0.64800340402871182 158.44929807761218 0.79011101135984096 0.54157048184424672 3.1006559421075508 1.3502849191427229 0.16617228160612318 2.1198971233097836 2.0253102271817625 0.65420724032446687 1.8609889768995342 3.2786529809236526 1.7096867830259723 1.9650281801004883 2.227907608379609 2.3555990904569626 2.6416770585346963 1.9427163673099119 1.3123542321845869 1.1825149161741135 1.1691632345318796 3.3300414811819792 2.0844089663587511 1.4086999297142027 1.3567818545270709 0.78054625028744284 1.2968677850440138 10.136441201437263 1.7853303421288726 0.79415540862828526 1.2561094206757841
leaf_count=145 1540 35 12 68 17 5 131 196 15 38 18 61 35 73 19 45 33 11 19 18 26 67 8 33 17 13 99 45 43 15
internal_value=0.000567549 -0.00600139 0.00103982 0.00414492 -0.00639596 -0.0189651 -0.0249521 -0.0287424 0.000911797 -0.00654947 0.00249959 -0.0262242 0.0011953 0.00103092 -0.011413 0.00132965 0.000994435 -0.0111759 -0.0068863 -0.011567 -0.00542359 -0.0216139 0.012831 0.00545897 0.0017631 0.0020216 0.010589 -0.00691254 -0.0139126 -0.002264
internal_weight=215.721 10.742 7.832 7.18399 4.08334 2.73305 2.91001 2.19148 204.979 7.50354 5.13964 2.36389 197.476 195.511 4.58351 190.927 185.52 11.0212 9.07848 7.76613 6.58361 3.25357 5.40716 3.99846 174.499 171.668 13.2186 3.0822 2.83081 2.05026
internal_count=2900 609 443 298 230 213 166 201 2291 132 56 76 2159 2124 92 2032 1946 174 141 130 111 85 86 78 1772 1697 157 58 75 58
is_linear=0
shrinkage=0.0312825


Tree=385
num_leaves=31
num_cat=0
split_feature=6 6 6 10 16 6 16 8 13 0 7 16 16 7 16 3 5 9 9 4 9 9 6 7 7 17 18 18 6 10
split_gain=2.44565 3.01404 1.53037 3.78828 2.11305 2.94319 2.80092 1.55201 1.53862 1.50854 1.91453 2.32571 2.2649 2.17102 1.89557 2.09656 2.94728 4.04553 2.00318 2.50641 2.22898 2.95599 2.01611 2.21004 3.84301 2.83846 2.51578 1.79167 1.55611 1.51159
threshold=13.075305502400001 12.380289263450001 10.715250360100002 81.524804347700012 15.379964034950001 11.175261108200003 11.934972090850001 7.6440346712000009 107.54907905045002 85.716110573100011 22.580174331950005 22.654947022900004 22.634947069650003 24.252468908850002 22.704946905950003 94.92945658615001 30.133297129900004 186.67271206880002 188.53841931785004 375.86663358980007 201.2906445504 201.78065190905002 17.495408777450006 19.152455927400002 22.477322886550002 187.59608338195002 11.639306137250001 11.257534840550003 14.545339849550002 62.025417527550012
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -4 -7 -1 14 12 -12 -11 29 18 -16 17 -17 19 22 -20 -22 23 26 25 28 27 -2 -25 -13
right_child=9 -3 3 -5 5 7 -8 -9 -10 10 11 13 -14 -15 15 16 -18 -19 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00031145664476470348 0.0012009824901072145 -0.002070885622334422 -0.00098226147900838949 -0.0026420711653322685 0.0017410335168400745 0.00048401835603770899 0.0017069926171142378 -0.0023691316729306721 -0.0031431256219842203 0.0014594840991771333 0.00018283166057638799 0.0011325361840992289 -0.00045962033637611901 0.0024754485306628777 0.0016834260729208278 0.0013369348601684624 0.0016432424299574549 -0.0024396154917803422 -0.0024763435892758505 -0.0028379332077950723 0.0028599668853853881 -0.001765673847327351 -0.002467070540227758 0.0010475086483560871 0.0013801946412207984 0.00089165030450085716 0.001952240188722318 -0.002942102195142272 -0.0030118488801151489 -0.00057529499572824775
leaf_weight=35.912250288994983 1.0671263495460279 4.3626446374692014 2.480214143637574 1.9749366245232511 2.2869317717850199 1.4732944946736095 10.693314334377645 3.0279976855963469 1.0259858705103386 14.823125873692335 141.88184216851369 8.627483185380699 4.0757898222655049 4.3066449090838423 5.3951350580900899 2.3699438050389272 3.322253406047821 3.9025732763111591 4.5200349371880284 1.6051600620849047 1.1849656421691181 1.8230313276872037 1.4473734055645753 0.56297503039240648 3.9276605388149619 1.822923253290355 6.1014730706810951 1.1038596783764658 3.8341599886771291 3.9172892589122048
leaf_count=894 21 76 48 65 11 13 59 51 11 74 915 38 21 20 22 10 13 48 66 35 4 40 97 4 22 14 28 28 123 29
internal_value=0.000153159 -0.000242327 -0.000106831 0.000370168 0.000668187 -0.000365191 0.00120068 -0.00143528 -0.000390108 0.000266007 0.000359617 0.000277942 0.0010456 0.00107874 -0.000111985 0.000546318 -9.30767e-05 -0.00101272 -0.000452249 -9.74483e-05 -0.00146427 5.65439e-05 0.000123964 0.000327555 -0.00038549 -0.00150043 0.00120224 -0.000905611 -0.00249212 0.000599241
internal_weight=284.86 63.2376 58.8749 21.9367 19.9618 6.78822 13.1735 4.50129 36.9382 221.623 177.632 158.733 18.8989 16.8514 43.9906 14.9899 9.59477 6.27252 29.0007 21.4727 7.52803 3.008 19.8676 18.4202 10.1477 6.22006 8.27246 2.17099 4.39714 12.5448
internal_count=2900 1228 1152 247 182 75 107 64 905 1672 1097 1002 95 87 575 93 71 58 482 372 110 44 337 240 163 141 77 49 127 67
is_linear=0
shrinkage=0.00227998


Tree=386
num_leaves=31
num_cat=0
split_feature=6 3 6 0 10 7 0 0 3 2 17 18 17 6 5 19 6 18 7 16 16 7 18 0 19 6 0 16 4 17
split_gain=2.13139 1.94036 2.12058 1.47306 1.86204 2.43943 2.24815 1.63269 1.6964 4.9402 3.69075 2.25207 2.04555 1.53808 5.23809 3.95409 3.12566 3.14078 3.21289 2.79709 4.68887 3.48675 2.51436 4.28037 2.04755 2.06623 2.03196 1.79184 2.63797 4.00937
threshold=10.715250360100002 76.884525614550014 11.175261108200003 85.716110573100011 62.00390986255001 19.468732114900003 85.678472159250006 85.807518149550006 93.58791597905001 86.011634045550025 193.01551328760004 13.064341268650002 184.59783591905003 16.455384477450004 22.852794041600003 14.351157895250003 14.835346625500001 15.042884401850001 24.071745547300001 18.764956119400004 15.919962772200003 24.891451065550005 13.316069313700003 87.29692395375001 14.351157895250003 14.355335410100002 95.002044955650021 22.624947093000003 310.49012963040008 203.08534335880003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -5 11 -10 -11 12 -9 16 15 -15 17 18 -13 20 -19 -22 -17 -24 25 -20 -27 28 -18 -30
right_child=1 2 3 7 5 6 -8 8 9 10 -12 13 -14 14 -16 22 27 19 24 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00045594057481548514 -0.0022235644814728953 0.0022225627370880178 6.3539494817035127e-05 0.0014603903392128234 0.0027137104462604689 -0.0033021324821043917 6.3017504560045312e-05 0.00046149743308856035 0.0015987811536150429 -0.0040497951704131264 0.00030063188025282228 0.00023181063692033331 0.0031517086519728351 -0.0031652603095513455 0.0014360627254463069 0.0013247759228862338 0.00085480596547756371 0.00082150667945852986 -0.0034422985045193849 0.0022207245728895872 0.0012937461558195004 -0.0028004229650836427 -0.0029473876982096798 0.00089219935073848382 0.0010016193629691051 -0.0023184626160553897 0.00054418243028383779 0.0016972514836149635 -0.0032299036652900727 0.00072464095020524449
leaf_weight=34.398830909281969 2.3120045303367069 4.2188261002302161 35.164889506879263 9.7132842261344177 0.92020275071263213 4.0238845283165574 2.364921560510993 4.4396465164609236 3.9613761305809003 3.6956859175115824 2.4219478964805603 14.281005699187519 4.0598030593246222 5.139693493023521 8.8775420226156694 4.5154606923460952 46.212291121482849 22.291298917494718 4.712584204040466 6.0825157985091201 2.1682043988257638 5.5699779586866498 4.7610968574881536 4.0157951302826405 1.9551408924162377 4.5123656280338764 3.1654907166957855 14.156178740784524 3.190499638207255 4.8441402334719896
leaf_count=905 62 22 426 41 5 128 17 28 14 47 15 156 14 39 39 17 220 178 66 28 15 127 36 17 12 71 29 69 27 30
internal_value=0.000181337 0.000273542 0.000298064 0.000262949 -0.00019793 -0.0014559 -0.00205647 0.000366664 0.000307323 -0.000784331 -0.00232748 0.000372448 0.00174649 0.000299662 -0.000292487 -0.00112502 0.000421121 -1.02816e-05 -0.000687908 0.000526885 0.000183795 -0.00165325 -0.000336128 -0.00119062 -0.00160349 -0.00201456 -0.00113823 0.000829412 0.000602943 -0.000845681
internal_weight=272.147 237.748 235.436 231.217 42.4739 7.30901 6.38881 188.743 179.03 10.079 6.11763 168.951 8.49945 160.451 27.3096 18.432 133.142 64.7386 28.6266 36.112 30.0295 7.73818 13.2924 8.77689 14.3456 12.3904 7.67786 68.4031 54.2469 8.03464
internal_count=2900 1995 1933 1911 576 150 145 1335 1294 76 62 1218 42 1176 148 109 1028 682 334 348 320 142 70 53 178 166 100 346 277 57
is_linear=0
shrinkage=0.00273913


Tree=387
num_leaves=31
num_cat=0
split_feature=10 7 5 18 16 19 6 6 9 8 8 9 6 5 17 17 5 13 10 7 18 19 7 6 2 0 3 6 9 9
split_gain=0.496885 0.798637 0.596642 0.474752 1.04738 1.28524 0.908026 1.82785 0.816356 1.92718 1.03783 0.846941 1.10919 0.859291 1.00641 1.23872 1.23023 1.22701 0.949247 0.955268 2.04779 0.888834 0.815384 0.809466 0.872077 0.80652 1.87857 2.61302 1.96567 2.37538
threshold=90.988176966900014 27.952168727600004 7.7286379265000011 17.327266398450003 17.654958715000003 12.651020723000002 13.665319288000001 13.775321858200002 210.70699256735003 8.543332867800002 8.1436447804000007 206.50942114985003 12.380289263450001 11.848158554650002 201.18214207610001 189.37128582595003 2.5966915737500007 105.64833915220002 68.579878449600017 24.918974924200004 16.083212871900006 12.350996516100002 27.329343979000004 13.075305502400001 185.83358638795002 94.047642319350018 84.968719212850019 14.980350013450002 206.08249486475003 213.24207352880003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 10 -10 11 12 13 14 15 16 -1 -18 -15 21 -21 -20 -7 -14 -25 -9 28 -28 -27 -30
right_child=1 -3 -4 4 -6 22 7 25 9 -11 -12 -13 23 18 -16 -17 17 -19 19 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.02688085761663549 -0.029530512344860274 -0.029727852217141505 0.022574513747782424 0.0099562291122251984 0.031120879675350849 0.0054322071010043009 0.020007241762972885 0.0016931937695645412 -0.027601517864935688 0.012817030293795811 -0.031171368232632123 0.016108494710833254 -0.032016825283335534 -0.013546450158879057 -0.030630484071642618 0.0063874122778556164 -0.031708200210391592 0.014056951343402943 0.0067863397654291816 -0.028672883664991024 0.010882089290498737 0.027293126932545573 -0.031994685899787191 -0.023954292707753042 0.0086628151034055072 0.0062175674383099476 -0.038864466696933594 0.014811079332302 -0.028246932201814099 0.0029726128189546774
leaf_weight=0.48602200299502341 0.26382436364656259 1.1448358933557754 0.61865574453258887 5.9466737695038301 1.3121962174773214 0.8255904354155067 4.2886627912521353 137.81994792626938 3.2022131111007175 1.43893152102828 1.0002102851867665 2.2234462834894648 1.6411542259156693 2.1929952064529052 1.2986974068917323 4.8437990376260132 2.513587958994322 0.61334896087646473 5.9842348139500228 1.7182270961347956 3.0688777395989746 2.5312138963490725 1.2047949777916072 1.2759932922199371 1.501860500546172 13.301988837774848 2.5996525427326556 1.0805708947591481 3.8987690277863276 4.3279918106272817
leaf_count=3 48 244 27 120 8 8 33 1232 88 13 19 34 51 35 87 120 151 4 86 50 39 16 36 25 25 107 64 9 65 53
internal_value=0.000553059 -0.0137416 0.00699731 0.000688389 0.00710293 0.00315206 0.000397515 0.00131232 -0.00368037 -0.0150702 -0.00207331 -0.00116077 -0.00245491 -0.00010841 -0.00685311 -0.00320164 -0.0160574 -0.0227314 0.00413782 0.00705316 -0.00331531 0.012882 -0.0167763 -0.0158632 -0.00631969 0.000820525 -0.00395044 -0.0231045 -0.000676157 -0.0118227
internal_weight=216.169 2.02732 0.88248 214.142 9.28926 7.97706 204.852 167.318 37.5348 4.64114 32.8937 31.8935 29.67 25.251 9.75546 8.45676 3.61296 3.12694 15.4955 13.3026 4.7871 8.51545 2.03039 4.41901 2.77785 163.029 25.209 3.68022 21.5287 8.22676
internal_count=2900 319 75 2581 172 164 2409 1563 846 101 745 726 692 591 365 278 158 155 226 191 89 102 44 101 50 1530 298 73 225 118
is_linear=0
shrinkage=0.0290103


Tree=388
num_leaves=31
num_cat=0
split_feature=7 2 10 7 18 9 16 19 4 7 18 14 15 6 15 10 17 15 13 18 19 17 0 5 5 6 3 16 15 2
split_gain=0.4464 1.15199 0.975926 0.838699 0.459319 0.731169 0.686646 1.49505 0.856765 0.719865 0.977022 0.754225 0.746458 0.995448 0.920149 0.850296 0.583313 2.21355 1.58023 1.66833 1.14225 1.02372 0.86891 0.907232 2.11078 0.893846 0.814277 1.65034 0.770975 1.42215
threshold=27.952168727600004 297.58713971970008 90.740838818900016 28.835073444300004 17.327266398450003 38.559541491950007 11.934972090850001 10.650859343850001 282.79508160665006 26.752366550650006 16.118666550000004 252.54439435275 17.382777826050003 5.1551204485500008 16.353133686700001 93.464246905050018 171.14418113535001 22.332985174250002 106.77211465075001 11.904475184000002 12.751028791950002 174.35320691475002 78.626646483100004 25.763052016400003 24.779543538450003 16.425383776450001 94.92945658615001 22.724946859200003 43.938093326450009 198.68761053240004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -6 7 8 -1 12 -11 -12 14 15 -8 -14 17 -15 -19 -20 -21 -18 -23 24 26 -26 27 28 -24 -30
right_child=1 -3 -4 -5 5 -7 9 -9 -10 10 11 -13 13 16 -16 -17 21 18 19 20 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.027662582041233969 -0.015383180829724681 -0.028087191929089234 -0.027105169396853295 0.015198217766590326 -0.019336794486777512 0.010671763635985126 -0.00076141085169630768 -0.028275454072085683 0.0087977632631742013 0.013517341652401557 0.0030967531240213993 -0.027304533153438882 -0.027693123364602897 -0.026279375923329684 0.019622175342159945 0.0288071847881252 0.011886366645047431 0.023678598160588295 0.0037546927063533218 -0.00034037713996983845 -0.041749381868007515 -0.01914278892293296 0.0013138923851732248 0.011990592304073473 -0.0064269677660537122 -0.034749018598442732 -0.013777373995733732 0.016908189735960436 -0.023946555631561849 -0.00085622509104267607
leaf_weight=0.55369729042285998 0.87110538419801731 1.3650544893462209 0.74138601490994904 2.2540009315125644 0.63204893411602725 5.6888575108605437 2.9642592413583762 1.8317486509913576 2.4471356109133922 0.87141575943678562 0.80171904154121909 1.9929134985432027 1.3948412187164638 2.6400538767920798 3.2555819414556026 0.21543291211128224 6.0030204799259073 1.7740793970879147 5.0206372897955589 0.77948943979572494 1.1630527847446499 1.5224733820650715 140.88351582724135 5.0514213601127258 1.5231275772675865 1.6016302090138195 2.5620535390917203 4.5870142057538024 2.4110528952442101 8.3086133948527259
leaf_count=64 36 107 183 37 52 105 62 109 53 9 15 67 148 98 32 1 56 16 104 26 52 46 1124 72 20 37 35 25 40 69
internal_value=0.000453344 -0.00718325 0.000196827 0.00667383 0.000644974 0.00767111 0.000425289 -0.009432 0.0020703 0.000666695 -0.0109528 -0.0185831 0.000886655 0.00058731 0.00990774 -0.0201341 0.000766867 -0.00504006 0.00137762 -0.00430423 -0.0251331 0.00114558 0.00076281 0.000944359 0.000599658 -0.0209438 0.0010237 0.00126649 0.000793224 -0.00604967
internal_weight=213.712 5.23155 3.86649 3.12511 208.481 6.32091 202.16 4.83258 3.00083 197.327 3.66605 2.79463 193.661 187.442 6.21984 1.61027 185.831 11.3773 8.73726 6.96318 1.94254 174.454 168.451 166.928 161.877 3.12476 158.752 156.19 151.603 10.7197
internal_count=2900 363 256 73 2537 157 2380 226 117 2154 91 82 2063 1969 94 149 1820 296 198 182 78 1524 1468 1422 1350 57 1293 1258 1233 109
is_linear=0
shrinkage=0.0264688


Tree=389
num_leaves=31
num_cat=0
split_feature=16 6 15 5 9 9 9 18 6 18 16 17 13 13 6 19 16 10 18 7 10 0 10 8 7 19 18 19 10 10
split_gain=3.1588 2.05653 1.83057 1.81122 1.7759 1.76783 2.56845 1.79185 3.11268 2.12374 2.83379 4.48729 1.72652 3.0715 1.63244 3.03673 2.21996 2.14122 1.97773 3.68451 1.73977 2.08378 1.71373 1.6475 1.62941 2.87949 2.05317 1.72611 1.49848 2.1832
threshold=18.594956516900002 15.675366252400002 32.540328261750005 23.803605515150004 226.28914430085004 64.606296034500005 66.290220196950017 13.278511569200001 16.635388683200002 13.3584252364 22.674946976100003 199.88268747760003 108.61908538635001 107.97116697695002 13.665319288000001 12.851036860900001 14.524966034300002 78.220689305400015 15.287416123250003 24.176224535650004 87.33187390945001 110.50907145210002 71.787208999250012 3.2474657100000006 22.940014114900002 13.151061067750001 14.371157440600003 12.751028791950002 57.729261435100007 60.990361147350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -2 5 -5 -7 8 -8 -9 11 -11 13 14 17 16 23 24 19 -18 -19 -22 -17 -16 26 -26 27 -1 -10 -30
right_child=3 -3 -4 4 -6 6 7 9 28 10 -12 -13 -14 -15 15 22 18 20 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0012474114596873274 0.00036492196558279984 -0.0013957799871930571 -0.0019361037507732767 -0.0023272058727033624 0.0014462761196268831 0.0014219815221299982 -0.0020847889127993792 0.0015657488246617662 0.00049731866563951352 -0.0020372423611477787 0.0010907232006437436 0.00047253035318997936 0.0010020498589664896 -0.0021415918248309093 0.0010539238046460464 0.00032775605640217667 0.0012654213808654404 0.00027667402758972095 0.0016172288341836153 -0.00092354665456962888 -0.0019742641883268835 -8.6125643789897145e-05 -0.0021428609901761432 -0.0015229402803371606 -0.0018437294844577173 0.00024669183859732667 0.00084669394755009354 0.00043620379597712956 -0.0021907456282299845 0.00064367673464317304
leaf_weight=5.9884017943404633 153.84307180903852 3.9004624066874376 1.6603582855314005 1.213158719241618 2.2837116196751586 3.1749237887561348 4.0817651432007578 2.7128230314701787 4.7502851635217649 4.4243612280115467 3.9633016381412736 4.8230657316744328 4.976153962314128 2.296727778390049 1.2068841420114105 1.5385140925645822 6.19770620390773 30.096531125716865 7.1304760053753844 4.16445142775774 2.6163263726048154 6.8511721221730113 2.224136009812355 2.4055473948828876 6.7160611879080516 3.12883061170578 4.091642841231077 2.9413694432005286 2.1617284016683702 1.4848688207566736
leaf_count=116 760 197 66 18 11 14 96 14 48 52 21 27 29 34 8 15 31 449 30 28 126 323 36 44 143 36 41 37 42 8
internal_value=0.000143802 -0.000114628 -6.27006e-05 0.000280778 -8.82971e-05 -0.000195174 -0.000113264 -0.00028488 -0.000795538 0.000115302 -0.000182548 -0.000728251 -2.98097e-05 -8.71199e-05 -3.30687e-05 0.000356887 0.000622444 -0.000188399 0.000887703 0.000385696 6.49971e-05 -0.000607909 -0.00113265 -0.000662031 -0.000626832 -0.00117937 -0.000209086 -0.000692847 -0.000168826 -0.00103659
internal_weight=289.049 100.132 96.2313 188.917 35.074 32.7903 31.5771 28.4022 12.4786 15.9236 13.2107 9.24743 94.5709 89.5948 87.2981 24.8677 21.1051 62.4303 17.4926 10.3622 39.564 9.4675 3.76265 3.61243 22.8663 9.84489 13.0214 8.92977 8.39688 3.6466
internal_count=2900 1789 1592 1111 351 340 322 308 194 114 100 79 1526 1497 1463 192 141 1271 89 59 898 449 51 52 373 179 194 153 98 50
is_linear=0
shrinkage=0.00179978


Tree=390
num_leaves=31
num_cat=0
split_feature=16 6 15 18 13 12 0 0 2 7 16 16 16 15 4 16 17 6 5 2 15 16 16 14 4 14 0 0 16 7
split_gain=2.06364 1.98513 1.85686 3.0695 1.88299 2.13119 1.85708 3.4542 2.10998 1.83163 1.57253 2.17807 1.50248 1.9618 1.47157 2.59901 3.54201 3.54268 2.63757 2.55281 2.10824 3.68578 2.88121 2.19367 1.74712 1.70597 1.98544 3.16088 2.5769 3.74768
threshold=18.594956516900002 15.675366252400002 28.452330424200003 14.025183600500002 108.61908538635001 206.66000365515004 96.055920542800024 85.737618238150006 173.78410684300005 26.302865891850004 11.934972090850001 16.414961614700005 17.654958715000003 20.310401204950004 309.48890441440005 22.674946976100003 199.14656950540004 15.745367888000002 24.301614351200005 334.30145152355004 44.34858359035001 22.794946695500006 22.564947233300003 294.16843076580005 375.86663358980007 287.49747744585005 96.249489528150022 94.047642319350018 18.984955604900005 24.390191290350007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -8 10 -7 -12 13 -11 20 16 18 19 -16 -18 23 22 -22 25 -20 26 27 28 -2 -30
right_child=14 -3 3 -5 -6 9 8 -9 -10 12 11 -13 -14 -15 15 -17 17 -19 24 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011304921350606054 0.002159027977212609 -0.0021334135709460394 0.0014204927509442926 -0.0027325203246804223 0.001988036877385327 -0.00057594235066012829 -4.5197476140673541e-05 -0.0031712406579520835 -0.0028567000513850778 -0.00016673961265006504 0.0015342900774036941 -0.0010367711044020527 0.0029758171970726923 -0.003108529797572636 -0.003816623694785031 0.001610674445538108 -0.0031010307314052591 0.0011165416975461985 0.00048521593329516223 0.00071306101166347809 0.0018303272547009121 0.0019759089261629356 -0.002754726242288146 0.0019900937458038996 -0.0027512131465925707 -0.0013678157255801039 0.0023881014016776162 -0.0013371855753026021 0.00056822901361090912 -0.002216826190867196
leaf_weight=2.0897110623773179 7.3959035752341142 3.7309418959775931 1.9490067102015007 4.5782509008422494 3.6546502122655502 4.8699439463671323 32.444779791287147 4.5684665543958545 2.1887374246725804 8.2924374075373581 17.990461627021435 2.9453464685939243 0.88504089415073472 2.2041293662041435 3.5416486244648748 5.1192836300469926 3.3920609354972866 11.035974162165074 3.3750372100621462 2.2368533797562122 1.3028164338320474 2.6569416467100382 5.4848279026336968 7.796478582546114 2.0652582040056586 3.7423716392368069 4.2719871699810019 7.0352795086801043 101.96753100212663 3.8515779897570601
leaf_count=26 42 197 15 125 20 106 532 137 80 283 141 63 5 59 32 35 34 62 33 16 8 12 89 34 35 27 20 72 530 30
internal_value=0.000182507 -0.000153005 -6.96672e-05 -0.00149245 4.34031e-05 -4.71556e-05 -0.000480588 -0.00182111 -0.000222876 0.000434114 0.000842608 0.00117258 -0.000492071 -0.000784474 0.000358364 -0.000192346 -0.000552241 0.000203917 -0.0019552 -0.00158536 0.000474807 -0.000791432 -0.00187467 0.000562702 -0.000743405 0.000475939 0.000531351 0.000465389 0.000577402 0.000466859
internal_weight=268.664 92.3919 88.661 6.52726 82.1337 78.4791 41.2917 6.65818 34.6335 37.1874 25.8058 20.9358 11.3816 10.4966 176.272 30.7661 25.6468 16.6649 8.98194 5.62891 145.506 9.44459 6.78764 136.061 5.4403 128.265 124.522 120.25 113.215 105.819
internal_count=2900 1789 1592 140 1452 1432 775 163 612 657 310 204 347 342 1111 247 212 112 100 50 864 109 97 755 68 721 694 674 602 560
is_linear=0
shrinkage=0.00277154


Tree=391
num_leaves=31
num_cat=0
split_feature=16 6 15 18 15 12 5 7 2 10 19 6 0 15 19 7 16 16 0 16 4 10 12 0 17 17 9 17 6 6
split_gain=2.10832 1.96718 1.85312 3.17067 2.36371 1.57567 2.00574 2.55128 2.13135 2.04034 4.42445 3.45612 2.28373 2.06166 1.99249 1.96245 1.83295 2.28376 1.52818 2.7399 2.19914 3.89152 2.29742 2.2527 1.94566 1.93677 2.87828 2.80152 1.86936 3.26322
threshold=18.594956516900002 15.675366252400002 28.452330424200003 14.025183600500002 28.321365561200004 206.66000365515004 26.704856022900003 22.372035319250003 175.40496222385005 70.77903720030001 12.751028791950002 11.585270688000001 104.3578792496 6.9561856507500011 13.351077205700003 26.302865891850004 11.934972090850001 16.414961614700005 86.530713386650021 22.614947116400003 248.34582299520005 62.041548276350007 197.02116758845003 86.280686780500005 176.11179263395005 188.16174763880002 195.39349636155001 186.34046889365004 16.435384010100005 15.785368822600002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 9 -9 12 14 -11 -14 -12 16 -7 -18 20 24 25 22 -22 -24 -20 27 -27 -2 29 -26
right_child=18 -3 3 -5 -6 15 -8 8 -10 10 11 -13 13 -15 -16 -17 17 -19 19 -21 21 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0022668691539067093 0.00042222447731467754 -0.0020830342907536483 0.0013589376868440228 -0.0026986104184686015 0.0031552309132989449 -0.00070046464866787466 0.0032179190253150826 0.0023821262728964425 -0.0030801254714534335 0.00059615141818829189 -0.0028723036417366348 -0.0033869725375776268 0.0025261236706188074 -0.0029006186147065086 0.0023673307793846969 -0.00054541734034192952 0.001490148529843967 -0.00083885968593477107 0.0022599390927637198 0.0015272030284943121 -0.0030117256551422935 -0.002727078400593426 -0.00022757410083300059 0.0019399383710924903 -1.3118777703015136e-05 0.0016212666574574952 -0.00037515345348424541 -0.0016052164014347919 -0.00076532522355948773 0.0012781531132068013
leaf_weight=5.1537666223011902 21.345728910528127 3.7107392696198067 2.0692999903112641 4.6108746458776295 1.7776021361351002 5.113287320360544 1.1221604943275441 2.3416376430541268 1.8407186899567012 22.455033492762599 0.8152946420013899 5.0175566775724292 0.64620772644411717 2.6416201766114682 1.58401857689023 12.01836710819043 18.879147724248472 3.7412839857861391 3.8374634608626357 18.819307297468185 1.832730071619159 4.8251821622252455 20.52997297747061 4.3011237233877173 40.29855003580451 16.89059736952186 7.8425809759646645 6.6229920517653218 10.988483637571333 22.685403995215893
leaf_count=123 151 197 15 125 5 106 3 13 75 215 51 84 21 189 10 348 141 68 16 86 19 72 184 15 258 66 41 40 62 101
internal_value=0.000188161 -0.000139076 -6.05212e-05 -0.00144171 4.78388e-05 -1.84164e-05 -0.000375831 -0.000470729 -0.000222834 -7.46861e-05 -0.000248179 -0.00210145 0.000285775 -0.00183402 0.000586886 0.000373757 0.00077208 0.00110494 0.000361061 0.000594751 9.28466e-05 -0.000476563 -6.9302e-05 0.000147872 0.000369226 0.000433065 0.000988227 -5.78734e-05 0.000271141 0.000451968
internal_weight=276.359 95.5386 91.8279 6.68017 85.1477 83.3701 43.618 42.4959 37.3421 35.5014 33.1597 7.41687 25.7429 3.28783 2.39931 39.7521 27.7337 22.6204 180.82 96.6292 84.1909 31.489 26.6638 24.8311 77.8099 52.7019 24.7332 27.9687 73.9724 62.984
internal_count=2900 1789 1592 140 1452 1447 784 781 658 583 570 145 425 210 61 663 315 209 1111 523 588 290 218 199 437 298 107 191 421 359
is_linear=0
shrinkage=0.00272331


Tree=392
num_leaves=31
num_cat=0
split_feature=16 6 0 6 6 16 14 13 6 4 15 6 7 15 0 17 16 18 15 9 7 18 5 7 7 9 9 18 6 6
split_gain=2.62652 2.04218 2.03583 2.70797 2.55225 2.15865 2.13027 2.0567 2.62328 4.88182 2.79377 2.43062 2.14229 3.49354 2.21587 2.10049 2.08216 2.04691 3.17706 1.70452 2.17113 1.69911 1.6493 1.64296 2.13978 3.4633 2.72896 4.17133 3.47257 2.26238
threshold=18.594956516900002 15.675366252400002 86.530713386650021 16.375382608200002 16.285380505300001 22.614947116400003 384.93581166080008 117.38883580790001 15.785368822600002 327.25961048935005 33.005488016050009 16.435384010100005 25.396105459650006 29.334060236450004 93.972365491700018 201.78545703200004 18.744956166100003 14.405580508350001 37.576156502300009 198.36365860590004 24.252468908850002 14.873215527100003 20.361635946650004 23.789355599150003 22.726915405250001 201.78065190905002 199.82130058355003 13.24392582145 16.495385412050002 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 -1 3 4 -2 7 22 8 9 12 15 -9 13 16 17 -10 -4 18 -15 -7 -21 -16 -5 24 -24 26 27 29 -29 -26
right_child=2 -3 5 6 -6 19 -8 11 10 -11 -12 -13 -14 14 21 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-6.8719241858072582e-05 -0.00011124354681577853 -0.0018649296703022245 0.0023094370426113811 0.0017802341099322741 -0.0033976431005818064 0.002256313448096368 -0.0017904437022677781 0.00043604835862687768 0.0011013596003327842 -0.0026207676782599634 0.001859247282623541 -0.0019561673151381851 0.0017971337631665367 -0.0018178063527618483 -0.0033595118130289145 -0.0011462218030715726 0.00037911694642231544 0.0011912950478027179 0.00097088862549571061 -0.00068624177611530774 0.0015160419446602186 -0.0001063641187212937 0.00045265960833335125 0.001616897004347694 -0.00040986466556838075 -0.0026810679086878243 0.0014891912700811831 -0.001584619216949618 0.00098603452653029224 -0.0036884905971193982
leaf_weight=93.9623525836505 3.2097418513149014 3.8930921894498161 5.4009959921240798 4.0710806027054778 2.4692741390317678 7.2523614019155529 3.0670200041495255 5.7902640886604768 6.2183371558785456 3.3386468868702641 14.971296217292545 4.4256896786391735 5.848552804440259 5.9639132022857684 2.4202386848628517 4.0584011487662792 8.4844868108630163 5.1862776428461066 4.0519628450274467 4.0343820080161077 7.6699333302676678 1.5589592959731815 40.971899813041091 4.4824327733367673 2.0702525088563659 3.4973359033465377 5.084350921213626 4.5548035912215701 9.7397900540381652 3.1105956174433231
leaf_count=1592 22 197 21 15 29 27 44 24 26 40 60 30 27 35 42 29 49 25 15 21 38 14 270 22 13 40 18 34 44 37
internal_value=0.000181205 -0.00014018 0.000353055 8.18098e-05 -0.00154019 0.000595272 0.000196025 0.000415924 0.000569721 0.000199394 0.00118948 -0.000600292 0.000441343 0.000201543 -0.000470534 0.000213764 0.00112995 -4.79437e-05 -0.000689629 0.00133056 0.000756933 -0.002085 0.000274554 0.000191169 9.85892e-05 -0.000418461 -9.62636e-05 -0.00051017 0.000166926 -0.00237836
internal_weight=280.859 97.8554 183.003 86.3286 5.67902 96.6747 80.6496 77.718 67.5021 42.254 25.248 10.216 38.9154 33.0668 19.1814 10.2767 13.8855 15.2022 10.0159 18.9567 11.7043 3.9792 77.5825 73.5115 69.029 28.0571 24.5598 19.4754 14.2946 5.18085
internal_count=2900 1789 1111 588 51 523 537 437 383 268 115 54 228 201 131 55 70 75 50 86 59 56 493 478 456 186 146 128 78 50
is_linear=0
shrinkage=0.0024302


Tree=393
num_leaves=31
num_cat=0
split_feature=16 16 5 13 12 13 12 5 15 13 6 4 17 7 3 7 13 0 18 0 3 13 10 9 3 5 9 9 9 17
split_gain=3.00077 1.99781 2.62008 3.77322 2.55915 2.13265 1.96794 3.48953 2.80631 2.05512 2.21197 1.96117 1.93603 2.76523 1.97316 2.86127 1.89498 3.05547 1.8793 2.62269 1.8382 1.82361 1.77969 1.71725 1.63412 1.61673 1.95291 1.77565 2.17491 1.70382
threshold=18.594956516900002 15.919962772200003 12.294714844000003 92.692659421600013 96.350437043050007 92.138837046750012 211.56805207830004 16.579584939650001 24.200063469100005 98.238948544700023 13.265309941850001 280.33545882855009 242.64190980425005 25.138824731100005 85.436510927550003 19.468732114900003 108.61908538635001 95.762878606550018 17.166139419800004 94.109476856350014 72.760430842500014 103.02440401690002 90.988176966900014 210.70699256735003 101.49467134065002 23.803605515150004 226.28914430085004 64.606296034500005 66.290220196950017 197.05557773135004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 11 7 9 -9 10 -4 -1 13 14 16 24 17 -6 19 -15 22 -8 -13 -11 -16 -2 27 -27 -29 -30
right_child=25 4 6 -5 12 -7 21 8 -10 23 -12 20 -14 18 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0023560510632748585 0.00044328407265193309 -0.0027939651487546365 -0.002594772250308798 -0.0024994406430835967 -0.0025120798095802856 0.0014603930581716476 0.00045517586478667493 -0.0019886369595450322 0.0010041697068011337 0.0011734173766172842 0.0012292026884426336 0.00080700843711416237 0.0019207385301753391 0.001504253570449479 0.0023710955879705157 -0.0019619238017947165 0.0022087395244864828 0.0008026881139541576 6.5148073279140507e-05 -0.0025195840303603484 -0.0024098207848556367 0.0018868534067267254 -0.001200367886586306 -0.00050502041186183805 -0.0010059880640054127 -0.0028898919192430162 0.0018000322323118191 0.0016597805366870473 -0.00068078532593680526 0.00051929012176214772
leaf_weight=2.2767188437283101 147.79776608105749 2.3287451108917621 1.9343067719601159 3.9299916168674818 1.7273718747310427 3.3133444488048545 14.503068006597461 5.9969836375676078 2.0086479382589459 12.703404180705549 1.1633914206176994 7.0576294604688865 1.6208160668611515 0.88422973826527407 1.5397489313036197 4.5233453619293869 2.6286123152822256 5.886318227276206 2.8323388956487179 6.4695629016496241 1.4822381678968657 6.0572071983478954 3.0323470067232847 3.8040302880108348 1.2441190851386634 1.164829703047874 2.441126972436904 2.9354509897530106 19.190697785466913 8.0710856667719764
leaf_count=149 760 54 64 112 43 29 151 148 11 79 11 94 10 5 6 138 11 56 29 157 46 37 243 32 74 18 11 14 256 52
internal_value=0.000176018 -0.000126889 8.16247e-05 -0.000562498 -0.000582697 -0.000118957 0.000363661 -1.85637e-05 -0.00123773 0.000479275 -0.00115862 -0.000496815 -0.000407285 -0.00054333 -1.6162e-05 -0.000886129 0.000604503 5.06432e-05 -0.00145158 -0.00203575 -0.000131029 0.000876959 0.00020373 0.000786632 0.000861867 0.000344398 -8.7963e-05 -0.000234919 -0.000132506 -0.000325493
internal_weight=282.549 100.949 69.2633 21.0923 31.6852 17.1623 48.171 27.6108 8.00563 19.6051 3.0977 13.8489 29.3565 27.7356 17.5495 7.30721 10.2423 7.61369 10.1861 7.35379 11.5722 20.5603 10.09 16.5074 2.78387 181.601 33.8032 31.3621 30.1972 27.2618
internal_count=2900 1789 1206 673 583 561 533 345 159 186 75 532 529 519 328 218 110 99 191 162 383 188 337 111 80 1111 351 340 322 308
is_linear=0
shrinkage=0.00219145


Tree=394
num_leaves=31
num_cat=0
split_feature=6 6 0 19 16 5 0 10 15 3 16 10 16 3 19 9 9 13 0 6 6 10 2 2 3 16 18 17 5 18
split_gain=2.72292 2.82182 1.97799 2.51546 2.8318 3.85835 2.42891 2.3054 2.14755 2.89254 2.11942 3.56086 4.86725 4.28183 3.38493 1.59347 3.32241 1.97531 3.6537 1.58719 2.06042 1.53104 1.76689 2.69949 2.53323 4.78504 2.98385 3.71775 2.08207 3.85813
threshold=13.665319288000001 13.775321858200002 93.972365491700018 12.651020723000002 15.444963882950001 16.316541761950003 85.716110573100011 62.00390986255001 24.374738716350002 84.968719212850019 19.214955067100004 66.697957758300021 19.974953289850003 89.227236891450005 13.851117550450002 206.50942114985003 214.22994816675003 108.61908538635001 96.055920542800024 16.455384477450004 16.395383075500003 65.630639880500027 116.16618105335002 136.00952513250002 93.308316333450009 22.604947139800004 13.809421053700001 206.02826764000002 22.732890661650003 13.258783262950002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 15 -8 13 14 -12 -13 17 -17 18 -10 20 -9 22 -15 -24 25 26 -25 -28 -26 -30
right_child=1 2 3 8 -6 -7 10 19 9 -11 11 12 -14 21 -16 16 -18 -19 -20 -21 -22 -23 23 24 28 -27 27 -29 29 -31
leaf_value=-0.00024576951370454815 0.0019690841298159222 0.00010854185951162915 0.0012987254878636053 -0.0034552686989176569 0.0022461368434972644 -0.0024624076376674213 0.0015592441264971309 -0.0021031898395713158 -0.0018570994072906826 -0.002303401254687702 0.0022439423301704839 -0.0013387469189268056 -0.0033516520711075999 0.001054009716267796 0.0019663729431251076 -0.0034495540649703074 0.0005960366782027317 0.0024631378790556128 0.0021398967611952215 -0.0032410373319422619 0.0015692318469806836 -0.0010118595301533127 -0.0017613648187297058 0.0007297902306037901 -0.0018819864830537561 0.0016220078954816155 -0.0030383348860929392 0.00045440419908207477 -0.0022723111019322829 0.00092205592434307525
leaf_weight=72.435155868763104 6.58125365525484 35.329228260321543 4.0593730174005014 1.8451958112418676 4.4393525440245867 3.1357254013419151 12.471826230175791 2.4220535461790851 3.4622866082936543 4.7239644564688197 9.3949669860303384 4.2721579540520889 3.5809208489954463 27.063293799757957 3.7955367937684059 2.2570506436750284 3.1603368944488466 2.7346583344042301 2.5954074785113335 2.3083107690326869 1.6770806517451999 4.4883315488696089 3.9615705236792556 10.346569776535036 4.5008171927183893 20.50087508931756 4.0836861394345751 3.8312202803790569 3.2668190901167682 9.8381404373794776
leaf_count=1334 34 422 19 22 18 29 72 55 46 75 42 29 37 109 13 43 30 13 11 77 15 22 24 42 32 91 26 22 45 51
internal_value=0.000178994 0.00032826 0.000274144 -0.000301637 0.000646526 -0.000340429 0.000385809 -0.000146368 -0.000832529 -0.000576928 0.000562937 0.000452901 -0.000880611 0.00060628 0.000216184 -2.97031e-06 -0.00108948 0.000666481 -0.000144594 -0.00155189 -0.00060069 0.000438827 0.000513331 0.000270788 0.000413608 0.000777474 -0.000170625 -0.00134767 -0.000387509 0.000125761
internal_weight=278.563 206.128 199.547 32.4134 11.6345 7.1951 167.133 41.7367 20.7789 18.9337 125.397 112.925 11.6486 101.276 8.06769 14.2097 5.41739 8.79235 6.05769 6.40744 4.09913 91.8813 87.393 60.3297 56.3681 38.7624 18.2615 7.91491 17.6058 13.105
internal_count=2900 1566 1532 306 66 48 1226 569 240 218 657 585 79 506 42 143 73 70 57 147 70 464 442 333 309 181 90 48 128 96
is_linear=0
shrinkage=0.00254682


Tree=395
num_leaves=31
num_cat=0
split_feature=17 6 13 5 18 19 18 18 7 0 15 5 16 7 16 18 17 10 13 18 13 16 7 17 17 0 9 7 15 18
split_gain=0.535385 0.667826 0.675244 1.10209 1.11596 0.656885 0.871024 0.826488 0.803899 1.74055 0.664328 1.44564 1.54602 1.2706 1.15557 2.26247 1.20906 3.77125 1.18417 2.74568 2.61338 2.19086 2.69628 3.15149 5.34677 0.918026 0.79939 1.70099 0.795293 0.820387
threshold=157.96759137085004 22.585527707250005 119.04223755815001 32.00428233840001 11.257534840550003 14.651182102100002 11.639306137250001 11.113151495150001 19.152455927400002 80.828493691950015 45.169600924000008 24.301614351200005 22.594947163200004 23.633329316050006 22.624947093000003 12.933745112000002 199.01194954300004 62.057679025150001 117.38883580790001 13.765997214800002 117.30011668960002 22.554947256700004 22.580174331950005 195.24502669890003 189.73320545960004 84.95796538030001 186.67271206880002 23.124786352450005 42.385947950200006 13.544020937350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 -2 -8 -10 14 -12 -13 25 18 -16 17 26 20 21 28 -20 -23 24 -24 -14 -17 -28 29 -11
right_child=1 -3 3 -5 -6 -7 8 -9 9 10 11 12 13 -15 15 16 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.01865947830717082 0.015123593909865311 0.01752631137277192 0.008847754728336342 0.014378559762239404 -0.024555459456028699 0.0082181081996430851 0.0099269595766577207 -0.033747536274335785 -0.028637902343797608 0.0061090550632547248 -0.021421226730983463 0.016430031111783951 0.0062174332507856558 0.0028657916254482135 -0.0087958377088570589 0.020407883463569663 0.01964136793529837 -0.018434811933848428 0.013101615308426021 -0.028992450900413268 0.024817788508818214 0.010632656537096125 -0.0025178507318384933 0.0069963210581149111 -0.043134815398735399 -0.03048780362738495 -0.0013976477289215068 0.017369933612884011 -0.017050019428609838 -0.00020472694683411311
leaf_weight=1.004478207847568 0.32621864485554286 1.6494638249278057 0.9407525230199093 1.0753838610835371 2.7696191444993019 8.113445131108163 6.3761579401325426 0.95198536536190659 1.4419707099441428 16.858339684316888 2.9925755835138252 2.7379381144419295 0.63200310245156321 3.5125556495040655 6.4048399031162253 4.5905574709177115 5.6296824254095545 3.7198333274573079 5.1907512955367627 3.0023007802665225 3.1668473854660979 4.7643822282552746 4.9478266490623337 3.9985531605780116 4.2132232896983624 1.9686671106610445 7.0584326293319446 6.5254076011478901 1.7998421808006231 101.11520243791165
leaf_count=96 25 7 12 7 68 47 60 51 111 159 38 27 4 26 36 18 37 26 25 25 12 21 29 18 35 76 39 30 23 1712
internal_value=0.000641095 0.000729833 0.000602057 -0.0092406 -0.0160862 0.000824206 0.000530031 -0.0212748 0.000667565 0.000366761 0.00058143 -0.00550036 -0.000117526 -0.0075287 0.000975073 0.0053886 0.00868933 0.00587323 -2.95444e-05 -0.00515365 0.00105901 -0.00205731 -0.0064473 -0.012631 -0.0211978 -0.0215679 0.0108485 0.00761793 0.000430815 0.000697508
internal_weight=219.479 218.475 216.825 4.78576 3.71037 212.04 203.926 1.2782 202.648 196.272 194.83 11.8437 8.85116 6.11323 182.986 33.9288 27.5239 21.8942 149.057 26.117 122.94 23.1147 17.924 13.1596 9.16105 2.60067 18.1744 13.5838 119.773 117.974
internal_count=2900 2804 2797 87 80 2710 2663 76 2587 2527 2416 171 133 106 2245 186 150 113 2059 153 1906 128 103 82 64 80 87 69 1894 1871
is_linear=0
shrinkage=0.0264974


Tree=396
num_leaves=31
num_cat=0
split_feature=16 15 0 16 13 6 2 15 6 3 15 7 10 6 8 9 17 14 5 0 9 7 5 7 7 9 5 7 19 15
split_gain=2.49513 1.70674 1.6913 2.59495 2.56787 3.26788 5.02292 2.85657 2.56217 2.4751 2.45028 4.01245 2.56897 2.33888 2.26285 3.94822 2.22456 2.21815 2.08478 2.71995 1.81152 2.28472 1.79447 1.65277 2.08318 3.68254 2.6347 3.56955 2.55712 2.36787
threshold=18.594956516900002 32.540328261750005 86.530713386650021 22.614947116400003 117.38883580790001 15.785368822600002 228.97475477770004 33.005488016050009 16.375382608200002 92.751805500450018 29.334060236450004 25.396105459650006 70.133807249000014 16.285380505300001 8.1436447804000007 197.89372115420002 201.78545703200004 384.93581166080008 17.949654459650002 93.262612545250008 198.36365860590004 24.252468908850002 20.361635946650004 23.789355599150003 22.726915405250001 201.78065190905002 22.852794041600003 23.124786352450005 14.351157895250003 42.670190152050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 6 10 16 13 -6 18 12 14 -2 -12 -16 -7 22 19 -4 -5 -22 -10 24 -24 26 28 29 -26 -28
right_child=2 -3 3 20 9 7 -8 -9 17 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-8.4054497817328652e-05 -0.00014460405497201243 -0.0023009320518901314 -0.0011222985946849891 0.0020246931570823317 -0.0018240237907950212 0.0010155103132399607 -0.0023312192280570444 0.0016532383970558619 0.0016157109077953712 0.00026271377518098513 0.0011555685959011314 0.0017313433553054025 -0.0019726088146737662 -0.0029143787086798418 -0.0020616396130769495 0.00049538564245954161 -0.00093342216345912107 -0.0015961726281854337 0.0022216437977518925 0.001145326021654553 -0.00061281119741735004 0.0013560532241373288 0.00039667857719545606 0.0014382294835302552 -0.0022248572277566432 -0.0023749041772365112 0.00075467838894291265 0.0014108857792157221 -8.6645044056053071e-05 -0.0022598286251744406
leaf_weight=99.749435576377437 3.3659819643944493 1.6292317816987623 3.4139863476157215 7.4431594461202648 4.7293075285851938 6.7330589145422 3.5785634685307732 15.603581309318541 4.188555769622325 5.8931272402405739 4.6210046820342603 4.5000391229987136 4.359017949551343 2.4183800765313208 4.9738670289516431 6.340691089630127 4.5170750617980957 3.1325357365421942 4.4489219039678565 8.5726522468030435 4.1552542895078641 7.8797499462962151 41.615308203268796 4.4635157622396937 3.9273326136171871 3.6413754429668179 2.2014518529176703 8.6291245482861978 7.5351251661777496 2.6513878377154469
leaf_count=1719 22 70 19 27 30 26 41 60 15 24 20 18 56 29 28 27 29 44 16 43 21 38 270 22 27 40 8 39 33 39
internal_value=0.000152379 -0.000119681 0.000297901 0.000486386 0.000319464 0.000465588 0.000110416 0.00105824 7.93658e-05 -0.000666341 0.000322337 -0.00010409 -0.000511072 -0.00130262 -0.000111282 -0.00062868 0.000232989 0.000176869 0.000965643 0.00049947 0.00119154 0.000676275 0.000247305 0.00017054 8.99382e-05 -0.000356615 -6.19866e-05 0.000581845 -0.000819251 -0.000892322
internal_weight=290.912 101.379 189.533 101.763 82.2849 71.6625 44.8087 26.8537 87.7701 10.6224 41.2302 24.7946 20.2946 5.78436 15.9356 11.3146 11.2501 81.9857 16.4356 11.9866 19.4782 12.035 78.8532 74.6646 70.2011 28.5858 24.9444 13.482 11.4625 4.85284
internal_count=2900 1789 1111 523 437 383 268 115 588 54 227 149 131 51 75 55 55 537 78 62 86 59 493 478 456 186 146 86 60 47
is_linear=0
shrinkage=0.00214848


Tree=397
num_leaves=31
num_cat=0
split_feature=6 13 19 6 0 5 19 7 5 5 16 19 13 3 7 7 16 9 17 17 17 13 19 18 19 12 7 2 9 7
split_gain=0.506016 0.950509 0.783582 0.7715 0.662223 1.8014 1.30412 1.26949 1.1845 1.46241 1.13984 1.03913 0.980793 0.661446 1.84439 0.893348 0.954248 0.930193 0.908967 1.33953 0.831588 1.18459 1.22337 1.43936 1.33982 0.758907 0.739537 0.646347 0.609872 0.556755
threshold=10.715250360100002 107.54907905045002 9.4507625164000029 11.175261108200003 98.615332683000005 13.999568943650003 12.050972309250001 25.967949918250003 16.579584939650001 16.892865140250006 12.644970430600003 12.651020723000002 101.09946799550001 84.062708822850013 20.778835947700006 24.071745547300001 8.5099800999500008 47.291708985050008 194.76181357870004 182.28951942140003 242.64190980425005 92.504467352450021 11.550931964450003 16.158105979900004 9.9508028611500023 234.88438170465002 25.256598800350002 173.78410684300005 229.57186039115001 25.926164922500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 10 -7 11 -10 -6 -5 -9 15 -15 17 -17 18 19 -4 21 22 24 -24 -18 -22 -25 -13 -23 -11
right_child=3 -3 13 4 5 7 -8 12 9 29 -12 27 -14 14 -16 16 20 -19 -20 -21 25 28 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.03421391001844127 0.016079550073763212 -0.040032723591694359 0.0092833573532998242 0.020088591827860554 -0.0042111605654562385 -0.035910926276856457 -0.017081592499010007 -0.026257893018550318 -0.022952603034689229 0.0009349539223328186 0.029222419252506088 -0.012683181408415917 0.0052385511786986376 0.016466184286770453 -0.038480546373057492 0.01600228024333936 0.015565764897199966 0.027036521855707412 0.018881843739125194 -0.036139971988435438 0.026671695061187217 -0.034965370566827234 0.027568577373712363 0.02261036879828161 -0.033768416928141143 -0.011021710502716112 -0.034832600047351892 0.012073679159416853 0.0055198229311810513 0.01272415763157274
leaf_weight=0.78070783926523901 3.5847839326597741 0.72099743224680324 1.5771652711555426 6.42297381069511 1.7539868499152342 2.4580203236546367 1.7268247022293506 1.6686245896853504 2.6271923151798537 160.43274203484179 2.6492814384400845 2.1736096292734146 2.6452112114056945 1.0515033788979047 1.5855377762345595 2.0106316651217631 0.80276690493337666 2.2297041867859662 1.8976904456503687 1.1705566002056 1.2103062393143766 2.5637451794464146 1.8681264217011633 0.32511874474585034 1.9623218080960212 1.0175291346386073 0.8093582889996469 2.1919832788407803 0.45313846855424333 4.2556543934624633
leaf_count=174 41 11 19 37 38 96 30 38 30 1531 19 24 36 10 100 60 31 15 28 41 16 120 16 5 160 31 55 24 13 51
internal_value=0.000749642 -0.0036539 -0.00252896 0.00129359 0.00101609 -0.00602173 0.00661249 -0.0174586 0.00152591 0.000859728 0.0159046 0.0118575 -0.00694451 -0.00143127 -0.0165709 0.000575142 -0.00437752 0.00995661 0.0017586 -0.0100674 -0.00809843 -0.0125503 -0.0040065 0.0102113 -0.0194456 0.00945582 -0.0183706 -0.000252654 -0.0288845 0.00123959
internal_weight=218.628 24.0369 23.3159 194.591 191.006 12.9019 6.13009 6.77186 178.104 167.316 4.40327 10.7886 4.31384 22.5352 2.63704 19.8982 13.023 6.87512 4.64541 2.74772 11.0124 8.78458 5.76769 3.0026 2.76509 2.22784 1.13448 4.36559 3.01688 164.688
internal_count=2900 905 894 1995 1954 257 87 170 1697 1612 57 85 74 720 110 610 507 103 88 60 447 400 267 76 191 47 60 48 133 1582
is_linear=0
shrinkage=0.03217


Tree=398
num_leaves=31
num_cat=0
split_feature=16 0 16 6 6 4 6 2 5 16 18 12 5 4 6 10 18 0 15 0 10 17 9 17 9 6 6 0 18 15
split_gain=2.50076 2.3626 3.1976 2.76374 2.77007 2.59867 4.89191 2.57749 5.24639 2.41473 3.11057 3.52674 3.44515 2.34066 4.28497 3.42499 2.268 2.19142 2.16374 2.06672 2.14084 2.96823 1.99971 2.81306 2.62283 2.17 1.98613 1.95585 1.85418 1.80445
threshold=18.594956516900002 86.530713386650021 22.614947116400003 16.375382608200002 16.285380505300001 310.49012963040008 15.925372093750001 100.60547560250002 21.746930049350002 22.554947256700004 13.740383930250003 103.44931853055 17.671168838450004 248.34582299520005 16.730390902950003 62.036171360100006 12.386025881750003 86.036037090600004 37.128521979500007 86.280686780500005 61.944763783650011 192.34053301495001 200.12618528045002 188.54236693505001 193.60452210450003 16.575387281250006 15.675366252400002 86.001087134900004 15.200392777800003 32.540328261750005
decision_type=2 2 2 2 2 2 2 2 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 3 5 4 -2 9 28 22 -9 10 -3 12 -12 14 27 19 -16 -17 -13 20 -15 -22 23 24 25 -5 29 -10 -7 -1
right_child=1 2 -4 7 -6 6 -8 8 13 -11 11 18 -14 15 16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.4887016397869151e-05 -9.7660845308081856e-05 0.0014608006096140092 0.0014425230761454877 -0.0016862028027307496 -0.0034617282251876965 -0.0035328048992602406 0.00065825668275536632 -0.0024322711053855204 0.00070938438809352636 -0.0009980585906135017 0.00063913002759442481 0.00087647329841525909 -0.0024409003594348952 0.00017755606887404031 -5.6299053066006346e-05 -6.9628474964159059e-05 -0.0038952760081838022 -0.0037068352465037522 -0.00082598933334860985 0.0017617268400668153 -0.0033769428918356873 3.3730492103862734e-06 -0.00040294132493351491 0.0022509822959610355 0.0018854346754803269 0.00090429306380176825 -0.0018498070510646308 0.0024940257749011211 -0.0004958712839378505 -0.0025742915605923328
leaf_weight=85.003684404422529 3.2380166798830023 20.156637161970139 20.0991479344666 3.9069119244813972 2.4929113416001201 3.2538259103894216 6.8577747419476509 5.1561856120824805 12.94875124096871 5.3604324832558623 3.7688641026616079 32.032604491338134 4.6906464546918869 16.88341131201015 2.1203915122896428 1.5107968593947578 1.5206005405634639 2.582763783633709 4.9611963517963877 3.3259400129318228 2.6691368967294684 3.39749426394701 6.2079515233635894 8.0474660918116552 4.3844786658883095 3.5529643157497048 3.7771432276349506 4.8600294589996329 1.7950799129903314 1.6282006241381157
leaf_count=1526 22 75 86 21 29 36 33 31 62 26 18 164 35 119 31 30 29 23 34 11 44 28 36 25 15 20 197 12 16 66
internal_value=0.000181857 0.000336904 0.000584158 5.0198e-05 -0.00156101 0.00037599 -0.000661065 0.000161346 -0.000124634 0.000549976 0.000676453 0.000328628 -0.00106869 0.000104983 0.000711623 -0.000323482 -0.00165958 -0.00236446 0.000648158 -5.51504e-06 -0.000261625 -0.00148387 0.000785639 0.00115658 0.000413 -0.00045241 -0.000147042 0.00119641 -0.00245306 -7.28017e-05
internal_weight=282.191 191.782 102.976 88.8062 5.73093 82.8771 11.9067 83.0753 56.9755 70.9704 65.6099 45.4533 8.45951 51.8193 21.4498 30.3695 3.64099 4.09356 36.9938 26.276 22.95 6.06663 26.0998 19.8918 11.8444 7.45988 90.409 17.8088 5.04891 86.6319
internal_count=2900 1111 523 588 51 437 85 537 420 352 326 251 53 389 134 255 60 53 198 202 191 72 117 81 56 41 1789 74 52 1592
is_linear=0
shrinkage=0.00239883


Tree=399
num_leaves=31
num_cat=0
split_feature=6 6 10 7 2 13 10 6 16 9 2 16 15 9 12 8 16 0 7 16 2 2 2 5 13 4 10 16 6 0
split_gain=0.493807 1.57873 0.94026 0.781139 0.661796 0.824606 1.26048 0.856805 0.994569 1.50051 0.952035 1.15902 1.35019 0.868546 1.03871 0.855656 0.839639 1.02402 0.835342 0.650718 0.638136 0.645577 0.823436 0.612986 1.41281 2.35782 1.7993 1.12534 1.08956 0.825543
threshold=13.075305502400001 12.380289263450001 67.316303128300021 29.973557588500004 82.092636011950006 102.38186252375002 70.96454081135002 11.995280267800002 17.614958808600004 210.70699256735003 203.55719022600002 14.184966829400002 6.9561856507500011 37.256168974800005 293.71849950985006 7.8438787148500007 14.274966618900002 100.13162306855001 26.626668929150004 18.094957686100003 325.75432260090003 296.01432942755008 256.81022870250007 15.299679811400003 104.02719889955002 233.74578482015002 75.465019721650009 14.994964935250001 13.955326063950002 94.047642319350018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 8 9 10 11 12 -6 14 -12 -14 -13 -18 -19 -3 21 22 -15 27 25 -25 29 -2 -27 -26
right_child=23 19 3 -5 5 6 -8 -9 -10 -11 13 16 15 20 -16 -17 17 18 -20 -21 -22 -23 -24 24 26 28 -28 -29 -30 -31
leaf_value=-0.018029290459725678 -0.0021067180008247947 -0.031104275295129043 0.014702926254529108 -0.029214561821084527 0.028567717483853967 0.0042156045201810011 -0.031066699558598608 0.016268496862987088 0.019504863912781816 -0.026216246461976008 0.0028446096717504431 0.022768528442136234 -0.030029206136015753 0.014066097445577736 -0.030331547874199099 0.014646750585552428 0.013121635122672042 -0.031575223286124207 0.004544122280369471 0.00051651436679331451 -0.0029804145125580848 0.024060239733060044 -0.013592311309438077 -0.035419608415596313 0.0019798766859542021 0.0091561299987768033 0.027378862590412667 0.024882429283528726 -0.024242713091477998 -0.0038456261036396381
leaf_weight=2.3634114209562531 2.5472231474705032 2.0418285457417364 2.6537855371716423 0.70103819380164978 0.43079078436131935 1.6197665687650435 1.6482789291767401 2.8471053953981018 1.9257972994819272 1.8600513983983535 2.6491119730053465 1.2001575306057928 2.9766486994340089 3.3438185642007721 1.0685079487157052 0.39135369053110469 1.539168705348857 1.2987456303089859 0.85782026825472701 0.70684501901268948 2.5075243534520268 2.897566901287064 1.1731471419334409 2.261216305079869 140.67696483188774 3.0891302828676999 2.1405916363000861 2.4409049116075039 1.0579595738090573 22.808822067105211
leaf_count=43 33 68 42 165 10 11 61 35 25 84 81 8 247 49 81 10 51 44 12 8 39 30 24 43 1203 46 11 14 37 285
internal_value=0.000635544 -0.00218554 -0.000680094 0.000472001 0.0010685 -5.39556e-05 -0.0135795 0.00147197 -0.000140853 -0.00170459 0.000336792 -0.00700837 -0.0187817 0.005019 -0.00669079 -0.024838 0.0021267 -0.00457656 -0.017208 -0.0229727 0.00940646 0.0135956 0.00688265 0.00128419 0.000999572 -0.0120866 0.00150589 0.0111002 0.000635788 0.00116713
internal_weight=217.725 40.7023 37.9536 35.5902 34.8891 32.2354 3.26805 28.9673 26.1202 24.1944 22.3344 8.69469 3.79879 13.6397 3.71762 3.368 4.89589 3.69573 2.15657 2.74867 9.92206 7.41453 4.51697 177.023 172.035 6.40831 165.626 4.98813 4.14709 163.486
internal_count=2900 1228 1152 1109 944 902 72 830 795 770 686 382 267 304 162 257 115 107 56 76 142 103 73 1672 1625 126 1499 47 83 1488
is_linear=0
shrinkage=0.0284045


Tree=400
num_leaves=31
num_cat=0
split_feature=16 0 3 6 0 14 3 5 16 2 6 3 5 16 18 18 15 18 13 12 8 0 3 13 15 7 10 7 13 0
split_gain=3.40962 2.60516 2.58822 2.53892 2.43866 2.53161 2.33535 3.58479 3.9469 2.76501 2.1897 1.93682 1.88777 1.80791 3.9972 2.11683 1.78129 3.1787 2.5026 2.0711 2.5691 2.16054 3.37056 2.30948 1.91464 1.81471 1.93836 3.94815 1.75818 4.75772
threshold=18.594956516900002 87.181320254150009 92.751805500450018 16.355382140900002 86.530713386650021 384.93581166080008 88.727183679150016 20.766972852450003 19.974953289850003 169.65174180905004 15.675366252400002 89.227236891450005 20.361635946650004 22.654947022900004 13.713893333650001 14.117867417450002 28.452330424200003 14.025183600500002 108.61908538635001 206.66000365515004 1.3489472949000001 96.055920542800024 93.862138708350017 92.138837046750012 6.9561856507500011 26.302865891850004 74.784839814650013 21.943165609950004 109.41218053485001 96.249489528150022
decision_type=2 2 2 2 2 2 2 2 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 12 7 8 28 -10 16 -8 -5 14 -13 -16 18 -18 19 21 -21 22 -1 24 -23 26 27 -22 29 -3
right_child=1 6 3 4 -6 -7 11 -9 9 -11 -12 13 -14 -15 15 -17 17 -19 -20 20 25 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002331391574294921 -0.0015116127207735024 -0.00083518383154281657 -0.0011813163540352332 0.0015337194024515701 0.0011594700713008811 -0.001635849873240224 0.0017746084494316514 -0.0015619676189615541 -0.0023791998936094939 0.000325376027815742 -0.0015612393755861872 0.0012023183061908767 0.00013581936768945426 0.0016439830379117758 -0.001155064262699672 0.00043328341457680877 0.0010318132872999598 -0.0020212233521229657 0.0015636928141320352 -0.0011232044534593309 0.00071420166982952857 0.0015780504993513052 0.00062301788326531648 1.1436767710003525e-05 -0.0021832099950317629 -0.00029973883035661227 0.0011539707134346044 -0.0024053055298367638 0.001165650136498922 0.0017221501516941893
leaf_weight=5.0065364264883092 3.9215372279286376 7.7192720621824282 5.4089891677722326 4.2543237283825865 11.046322174370287 3.225319499615579 8.8103243671357614 4.1316171921789637 3.1511078849434844 3.1566672511398792 4.278345057507976 15.525289073586466 76.45610534446314 6.9667946845293036 6.5051408484578115 7.5780246034264565 2.0522502176463595 4.6374204130843282 4.115550944581627 4.8956662130076429 7.4147649030201155 0.67049784399568935 2.3751914836466312 32.970889700111002 3.5745611558668315 9.7302817169111204 16.668667209800333 2.1931681986898184 17.707275368273258 5.0010898485779762
leaf_count=137 25 78 48 15 40 45 39 44 29 20 197 58 484 31 34 34 15 125 20 213 67 25 26 376 211 197 128 52 66 21
internal_value=0.000172795 0.000333377 0.000116221 0.000179809 0.000257321 0.000138594 0.000596002 0.000241824 0.000444696 -0.00102572 -0.000131441 0.000914918 0.000209504 0.000707834 0.000487561 -0.000300389 -6.7923e-05 -0.00108462 7.97141e-06 -6.69132e-05 0.000265024 -0.000371348 -0.00138076 -0.000171132 -0.00158913 0.000453775 0.000732802 2.12302e-06 0.000749519 0.000170248
internal_weight=291.149 190.565 104.313 100.391 94.9821 83.9357 86.2526 40.867 36.7354 6.30778 100.584 45.3856 80.7104 36.5752 29.6085 14.0832 96.3054 6.68967 89.6158 85.5002 40.9025 44.5977 7.38173 37.2159 4.24506 36.0069 26.2766 9.60793 30.4276 12.7204
internal_count=2900 1111 657 632 584 544 454 258 214 49 1789 196 499 157 126 68 1592 140 1452 1432 657 775 163 612 236 444 247 119 165 99
is_linear=0
shrinkage=0.00204248


Tree=401
num_leaves=31
num_cat=0
split_feature=3 5 7 5 19 3 5 9 2 16 15 18 5 18 19 10 0 5 15 2 9 6 6 18 6 15 18 2 17 2
split_gain=0.506456 2.04459 1.32333 1.25115 1.46769 0.876955 2.57216 1.99664 3.44819 1.11971 0.95977 1.86009 1.71973 1.60414 2.1245 1.58783 1.45756 1.35785 1.181 1.13432 2.60971 0.912596 1.88982 2.65905 3.55503 1.86083 1.85353 1.79925 1.79779 2.58103
threshold=103.44111502715002 29.040033326300005 19.874819532250005 30.690160697650004 13.351077205700003 94.92945658615001 30.133297129900004 186.67271206880002 122.26439358135001 22.724946859200003 44.34858359035001 13.278511569200001 22.963361893800002 13.3584252364 14.451165964200003 61.917879202350001 86.280686780500005 24.635572506200003 42.133814420300006 158.68292856370002 199.21354841250005 14.815346158200002 16.455384477450004 13.278511569200001 16.565387047600002 38.469938489650012 13.316069313700003 181.83510701155004 204.53341124495003 256.81022870250007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 8 -7 10 12 -12 15 -13 17 -4 -16 -15 21 -14 -21 25 28 -24 27 26 -17 -25 -23 -30
right_child=1 3 5 4 -6 6 -8 -9 -10 -11 11 13 19 14 16 18 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.016797416360937425 -0.039175491717369011 0.020175720856384312 -0.021960607887360182 -0.049369726008671212 0.0016839629631899213 0.029690413019661115 0.018386838657593999 -0.045791798392857762 -0.054029309779177498 0.016394064479514435 -0.038078483530362743 0.023204988265138449 0.02312264842335689 -0.039261862778495193 -0.013869123220187443 -0.04310562969021256 0.023261256097046774 -0.0028067031726543862 -0.021077994257721347 -0.021818440998067866 0.021981037321463729 0.009415595842593218 0.0055652762130713133 -0.053200487013821927 0.0039524322669061461 -0.044098654477180477 -0.00016532519051933736 -0.016525946240040206 -0.023209017803308522 0.02251228381270938
leaf_weight=6.0841980848927042 1.8581568560912263 2.5397116049425676 3.6646155987400553 0.8899224640335891 2.5572563655441627 1.4955168161541217 2.3743491568602622 2.589306375477463 0.93891083390917618 5.4066480854526153 2.0551652135327449 2.2557412181049576 6.6604277342557889 2.9793911604210717 2.2119252756237984 1.1990837357006956 2.8194793611764908 2.003358521964401 2.8316690232604733 2.8132186522707343 3.6828780733048916 50.393683771602809 15.567924067378046 2.9286415725946409 5.5857988889329135 1.1889516443479795 68.858463291922817 3.3766308724880219 4.7567311115562907 2.0807976422365755
leaf_count=65 116 50 26 43 39 24 14 69 37 32 83 14 27 32 29 21 15 23 30 30 20 268 76 25 32 28 1538 29 47 18
internal_value=0.000742055 -0.00779888 0.00106295 0.00193951 -0.011496 0.000590713 -0.010981 -0.024861 -0.00259864 0.00102901 0.000591584 -0.00793052 0.00128684 -0.00288084 -0.00875682 0.000322444 0.00693786 -0.0246047 0.000836771 0.0131935 0.00301311 0.00123472 0.00363727 -0.00374704 -0.0159388 -0.00162117 -0.000900278 -0.0335604 0.00718019 -0.00929511
internal_weight=216.649 7.84505 208.804 5.98689 3.44718 202.719 7.39808 5.02373 2.43443 195.321 189.915 14.3251 175.59 12.2699 10.0142 162.433 5.0314 4.98275 158.768 13.1565 6.4961 155.937 84.6902 27.459 11.8911 71.2465 70.0575 6.30527 57.2312 6.83753
internal_count=2900 248 2652 132 82 2587 144 130 61 2443 2411 196 2215 113 99 2138 44 55 2112 77 50 2082 495 162 86 1587 1559 54 333 65
is_linear=0
shrinkage=0.0342406


Tree=402
num_leaves=31
num_cat=0
split_feature=3 4 7 2 10 7 18 16 19 4 7 18 9 10 5 7 16 9 6 12 9 9 5 0 3 16 17 5 4 12
split_gain=0.478318 0.831711 0.449139 1.02126 0.921932 0.750709 0.44725 0.654795 1.44863 0.792243 0.638809 0.836726 0.602403 0.574338 0.828593 0.573727 0.637351 0.699309 1.02526 0.661533 0.559884 2.55222 1.38913 3.00623 2.29671 2.1645 1.97754 1.90355 1.38065 1.95725
threshold=108.48197402175002 159.66984649465005 27.952168727600004 297.58713971970008 90.740838818900016 28.835073444300004 17.327266398450003 11.934972090850001 10.650859343850001 282.79508160665006 26.752366550650006 16.329849731700005 38.559541491950007 80.468240302450013 12.734423473350001 26.452067539250002 12.234971389300002 38.136666659400014 2.7550643716500001 151.63308792200004 202.37225149245003 201.2906445504 30.133297129900004 86.692020874450009 93.356708579850007 22.654947022900004 192.00356210945003 23.606333875400001 250.44545574145002 198.12617315580005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 7 8 9 -1 15 -12 -8 -13 -15 16 -9 18 -18 -20 21 -19 23 24 -22 28 -26 -28 -25 -30
right_child=1 -3 3 -5 -6 -7 12 10 -10 -11 11 13 -14 14 -16 -17 17 20 19 -21 22 -23 -24 25 26 -27 27 -29 29 -31
leaf_value=-0.03309749963621874 0.017512206025777046 -0.033189919037691057 -0.018068614538760897 -0.03350905317662712 -0.032585190705850933 0.016921822952303781 -0.020766138105923503 0.020223378108472294 -0.033831245823717555 0.010156454177589796 0.0073340834690381884 -0.039694937036157105 0.012483874816346488 -0.034669858461104597 0.022370458892131882 0.013806797471979071 0.029525419207955018 0.00090289588706581611 0.0013765602447464304 -0.035892670917287373 -0.044878175132720376 0.017392266379433662 0.021333113284603931 0.0044809173719312428 -0.031217405681786142 0.02522018943342216 0.02386817710884899 -0.015865658397898739 -0.029444232166579948 -0.0026923845636849181
leaf_weight=0.51793494087178205 0.47705173213034768 1.0340977862360885 0.85749162873253215 1.2503900479932779 0.72735772287705902 2.2215845189057291 0.60820839984808017 1.7252941061742593 1.756516194087453 2.4409633356845006 1.3485918538644903 1.1680739242583515 5.7248374493792653 0.53259202977642395 0.49653778760693967 3.5996497452724716 0.4298341386020178 115.86713092797436 0.70371839322615448 1.5154506938997654 2.46811327151954 10.314439187757669 2.5679207742214194 21.896809516008943 2.7442744073923677 3.4176190458238116 2.2588264606893063 2.6366830505430698 3.2892986075021353 17.134383786353283
leaf_count=64 8 119 36 107 183 37 52 19 109 53 18 33 105 32 8 44 3 1084 25 98 27 58 13 208 64 25 13 30 41 184
internal_value=0.000624065 -0.0171839 0.000750869 -0.00860242 -0.000420739 0.00717734 0.00097918 0.000717085 -0.0109801 0.00258514 0.000998334 -0.012362 0.00929063 -0.024451 -0.00714887 0.00124434 0.00100504 0.000827959 -0.015377 -0.0240743 0.00106051 0.00225078 -0.00151065 -0.00256105 -0.0182384 0.00090357 -0.00963218 0.00246784 -0.00106013 -0.00700085
internal_weight=213.732 1.51115 212.221 5.05682 3.80643 3.07908 207.164 200.831 4.71541 2.9589 196.115 3.5458 6.33305 2.1972 1.02913 192.569 188.97 187.245 2.649 2.21917 184.595 126.182 58.4139 55.846 10.1079 45.7381 7.63978 4.89551 42.3205 20.4237
internal_count=2900 127 2773 363 256 73 2410 2253 226 117 2027 91 157 73 40 1936 1892 1873 126 123 1747 1142 605 592 134 458 107 43 433 225
is_linear=0
shrinkage=0.0317651


Tree=403
num_leaves=31
num_cat=0
split_feature=6 6 0 3 6 9 9 0 2 3 9 12 17 7 18 17 13 16 18 0 0 7 7 7 9 8 9 17 17 18
split_gain=2.29049 2.69986 2.22276 2.90404 3.63928 2.86259 3.86814 2.08325 2.31378 1.91659 1.78954 2.75819 1.72762 1.76706 2.29315 2.97565 2.8845 2.1475 2.68509 1.68268 3.34084 2.08823 1.85317 2.29702 1.641 2.84701 2.36144 3.73883 2.59338 1.86419
threshold=13.665319288000001 13.775321858200002 94.047642319350018 84.968719212850019 14.980350013450002 206.50942114985003 213.24207352880003 87.181320254150009 317.41815758785003 92.751805500450018 188.53841931785004 93.660658182900008 200.83528241485001 23.699538637550003 13.3584252364 191.89151741935004 117.64961624655002 22.494947397000004 13.465147564100002 86.001087134900004 85.872041144650012 22.806258769100005 22.726915405250001 22.535351262400003 66.290220196950017 5.9453602998000008 186.14781787895004 182.28951942140003 177.48499193625003 11.831616630050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 5 -5 -4 -7 8 9 -3 -9 -12 13 14 15 19 17 -16 -19 20 22 -21 23 24 -11 29 -27 28 -28 -26
right_child=1 2 3 4 -6 6 -8 10 -10 12 11 -13 -14 -15 16 -17 -18 18 -20 21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00021954721279920009 0.001863104278887581 -0.0015324038593533405 0.00059238783004635814 -0.0033669090413964015 0.0012238799870946048 -0.0027749949019834357 0.00029386003249965819 0.0020646103511213917 -0.0020771802385301688 0.001271640750983702 -0.0011611313499414419 0.00074751335699143966 -0.0016667458973634985 0.0014028305902297211 0.00039353653690594548 0.0017546849199415924 0.00090253781767799218 -0.0042113137294678936 -0.0010538955674852981 0.0017055110044665916 -0.0023217715458193761 -9.3677865255887614e-05 -0.0014464874961112708 0.0017473697695067983 -0.00011640611726328403 0.001140725864275782 -0.00087835308094513613 -0.0024575642475175748 0.0021516057890714597 -0.0027242700877307038
leaf_weight=71.297433234169148 6.443311568349599 3.7256449190899721 16.886114650405947 3.6601012847386292 1.4701267359778283 4.4791511544026417 5.6308939652517438 5.4045101739466181 2.778329173102974 5.8013938535004845 5.035839430987834 52.989064615219831 2.7233668789267531 8.4075725656002742 2.9461152190342528 8.711261769756673 4.9415451847016802 2.4398167324252427 4.9650745559483767 8.8631792375817877 3.5352864153683177 7.0230353269726029 3.9156504464335731 5.9116863547824314 3.0023125854786512 10.032188073731961 3.5911451890133304 3.875599502120167 3.2855683378875256 3.7375414378475398
leaf_count=1334 34 26 111 64 9 62 54 30 48 36 28 273 22 41 29 42 24 26 33 33 33 39 48 34 103 47 43 36 13 145
internal_value=0.000161238 0.000292894 0.000242249 -0.000351604 -0.00205136 -2.85892e-05 -0.00106576 0.000356052 0.000141715 0.000202491 0.000708204 0.000581867 0.000268643 0.000324133 0.000219381 0.000405155 -0.0006466 -0.00138616 -0.00209422 0.000217282 -1.84637e-05 0.000910119 0.000170233 0.000331572 8.0422e-05 -0.000170655 0.000280709 -0.000521709 0.000569306 -0.00156258
internal_weight=277.51 206.212 199.769 32.1264 5.13023 26.9962 10.11 167.643 104.213 101.435 63.4294 58.0249 97.7093 94.986 86.5784 71.2858 15.2926 10.351 7.40489 62.5746 46.6884 15.8862 43.1531 39.2374 33.3257 27.5244 20.7845 10.7523 6.87671 6.73985
internal_count=2900 1566 1532 300 73 227 116 1232 901 853 331 301 827 805 764 652 112 88 59 610 538 72 505 457 423 387 139 92 56 248
is_linear=0
shrinkage=0.00246454


Tree=404
num_leaves=31
num_cat=0
split_feature=15 10 16 7 7 8 3 16 15 0 19 18 16 9 9 16 3 10 13 5 5 9 10 15 8 5 0 2 16 16
split_gain=0.481788 0.660086 0.440559 1.40438 1.4392 1.90451 1.41433 2.75495 2.7502 2.54224 1.87489 2.9089 1.32671 2.68928 1.24732 1.2035 2.50047 3.27164 1.72506 1.9592 2.28152 3.97167 1.75755 1.18329 1.17263 2.17223 2.10189 2.27748 1.67979 1.95807
threshold=51.067537391750008 61.885617704800005 18.594956516900002 25.396105459650006 25.067667658500003 8.3434888241000014 85.54673771085001 19.214955067100004 27.288673764350005 92.313586825200005 13.751109481500002 11.904475184000002 18.384957008000004 187.38923140910003 197.89372115420002 19.974953289850003 88.727183679150016 66.318885161900013 113.96105169155001 20.206488238950005 21.042547594650003 198.78883073475004 62.084563606450011 31.385732506450001 8.543332867800002 21.850554661550003 86.280686780500005 125.31286365695001 22.604947139800004 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=2 -2 12 4 6 -6 8 9 -4 -8 11 -9 23 -14 -10 -12 -17 18 -18 -20 21 22 -21 -1 26 -26 27 -22 29 -28
right_child=1 -3 3 -5 5 -7 7 10 14 -11 15 -13 13 -15 -16 16 17 -19 19 20 24 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00014583187453936621 0.0071549876304296328 -0.033757641262813831 0.022345913514042075 0.013374034415669573 0.003067635834262606 -0.03781139951588678 -0.0015933343480499147 0.0057784495978670768 -0.0083372744042716843 0.032144294451035088 0.016915008182837431 -0.033234581887755285 0.021165532387296886 -0.03899437630208423 -0.043119023016227991 -0.023518245794660428 -0.018251592682758361 0.026109326928707897 0.015673298843757587 -0.012836208532815589 0.0094340287110999017 -0.039978674779248602 0.015900465935382548 -0.031493774577230967 -0.026154428905325659 0.00028822036031907346 0.013308774720801012 -0.0083202444662948405 0.020148772993589175 -0.011031406974924569
leaf_weight=63.248501964175375 0.60729702748358139 0.84210519783664495 1.3606736883521069 8.5596594084054214 2.1189402313902965 1.965632878243923 3.327053194632752 3.3194903489202252 1.6877837376669051 5.00410689227283 4.526810298440977 3.5268836847972125 0.96266836998984162 2.148905660957098 2.0345308613032103 3.5490141473710528 4.0600679814815512 4.8082102686166754 8.1558593995869142 4.5233861207962018 11.128163679270076 3.2754569724202156 3.2887988612055779 1.0755902432138089 3.1817769948393133 21.993108955211937 7.7383094355463999 15.425768210552631 10.69382732734084 4.7861357629299164
leaf_count=1634 4 40 8 61 21 21 41 24 30 24 25 46 22 74 29 35 23 28 44 25 64 28 18 59 26 177 33 155 53 28
internal_value=0.000571541 -0.0166153 0.000689336 0.0016235 0.000881097 -0.0166047 0.00142466 0.0020472 -0.0140455 0.0186712 0.000873315 -0.014319 -0.00130599 -0.0203819 -0.0273482 0.00180922 0.0011678 0.00201791 0.000838916 0.00166181 0.000333558 -0.0123307 -0.000738551 -0.000383227 0.0022071 -0.00305379 0.00486807 -0.000879823 0.0114417 0.00400733
internal_weight=212.925 1.4494 211.475 144.039 135.48 4.08457 131.395 126.312 5.08299 8.33116 117.981 6.84637 67.4357 3.11157 3.72231 111.135 106.608 103.059 98.2507 94.1906 86.0347 11.0876 7.81218 64.3241 74.9471 25.1749 49.7722 26.5539 23.2183 12.5244
internal_count=2900 44 2856 1067 1006 42 964 897 67 65 832 70 1789 96 59 762 737 702 674 651 607 71 43 1693 536 203 333 219 114 61
is_linear=0
shrinkage=0.0299121


Tree=405
num_leaves=31
num_cat=0
split_feature=13 0 13 4 10 17 7 17 9 17 16 16 0 10 17 16 4 6 6 4 5 3 0 15 16 5 16 4 7 7
split_gain=4.13387 2.73219 2.68883 2.14846 4.63561 2.48302 2.14208 2.08339 3.30741 2.85942 2.07902 2.47359 2.00904 2.17174 2.77313 1.91624 3.02404 5.87126 2.49714 1.86952 1.72441 1.70681 1.69887 5.06942 3.73843 3.19409 2.41164 3.99176 2.06596 2.04812
threshold=109.41218053485001 86.530713386650021 108.84491586935002 248.34582299520005 62.041548276350007 189.27091549140002 29.973557588500004 188.16174763880002 195.39349636155001 186.34046889365004 21.014950857900004 22.614947116400003 86.280686780500005 61.944763783650011 192.34053301495001 22.614947116400003 310.49012963040008 15.925372093750001 16.455384477450004 227.22863097060005 22.120912517600004 92.171098544300023 95.590817286200021 29.049007317550004 18.764956119400004 18.152162791050003 16.744960843000005 301.91036987065007 20.778835947700006 24.101221167900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 7 12 -6 22 9 -9 10 19 -12 13 -5 -15 16 18 -18 -3 -2 -10 -20 23 25 29 28 27 -27 -1 -24
right_child=1 15 -4 4 5 -7 -8 8 20 -11 11 -13 -14 14 -16 -17 17 -19 21 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014854023015184838 -0.0016642375842092828 0.00075193580118885833 -0.0016135249819227585 0.00013736460647211836 0.00056721553844377008 -0.0026136921892114741 -0.0019779235011656493 0.0011895810065346553 -0.0012027882295643198 -0.0011151656732281987 0.00184893594962434 0.00018887071662055838 0.0011597000150019706 -0.0025876905138046045 -1.4060711263146732e-05 0.0010861943559182683 -0.0022836960572500419 0.00058795300632595701 0.00038857736788871399 0.0012613626309261798 0.00058611123295952282 -0.0012227576210605638 0.00054527698860518158 -0.0022099119460958589 0.0014897792647037803 -0.0012800104755456702 0.0016402527473499031 0.00097512373389992211 -0.0015274358694495225 -0.0001628070791887363
leaf_weight=0.92942934483290329 2.993893030099577 49.77241730876267 4.1007762723602346 16.769620272796608 1.1070098183117796 4.0347588276490569 2.0368602352682492 16.913706241175536 3.7905414998531333 6.5326371006667605 4.1920544989407089 13.125463185831903 4.5508725717663756 2.7160941963084033 3.2618546895682812 19.333830393850803 4.0660944879055005 6.6292769648134708 5.4425316452980024 1.0423689919989554 3.8394854832440615 4.064988374710083 18.340006203390658 4.7588463630527249 6.284542027860879 5.0650266800075752 4.1194447409361592 6.1544524384662509 6.0497146137058735 68.346846194006503
leaf_count=4 149 209 66 157 26 52 165 66 22 40 16 77 16 53 29 86 39 33 24 15 19 24 169 84 24 130 18 55 124 909
internal_value=0.000144319 0.000332186 -0.000115001 9.04642e-05 -0.000290096 -0.00192885 -6.46659e-05 0.000325929 0.000725699 -2.59216e-05 0.000307304 0.000590723 1.85697e-05 -0.000209725 -0.0011834 0.000561894 0.000417033 -0.000503771 0.000583165 -0.000908698 -0.000302601 -0.000300357 -3.22037e-05 -0.000446935 8.85822e-05 -7.10177e-05 0.00040909 -4.29552e-05 -0.00112621 -1.30004e-05
internal_weight=300.365 174.179 126.186 84.8704 32.4402 5.14177 122.085 52.4302 24.5437 27.8864 21.3538 17.3175 27.2984 22.7476 5.97795 89.3091 69.9753 10.6954 59.2799 4.03626 7.63003 9.50752 120.048 27.0769 92.9714 22.3181 15.3389 11.2195 6.97914 86.6869
internal_count=2900 1152 1748 737 333 78 1682 404 107 297 257 93 255 239 82 415 329 72 257 164 41 48 1517 415 1102 331 203 185 128 1078
is_linear=0
shrinkage=0.00188144


Tree=406
num_leaves=31
num_cat=0
split_feature=17 8 9 8 10 17 15 8 16 0 3 12 17 18 17 9 18 3 9 17 12 4 9 8 4 18 6 7 6 10
split_gain=0.444943 0.640173 0.625351 0.618403 1.05351 2.04566 1.65947 0.850531 0.843677 0.735664 3.57068 2.54935 1.74234 1.51488 1.67106 1.50183 3.24077 1.35103 1.92891 0.998671 1.90689 1.83545 0.960604 1.54842 1.338 1.21486 0.609998 2.2683 2.0282 1.2731
threshold=157.96759137085004 10.441851282850001 43.506455664950003 8.8430989333000021 62.55235532115001 186.67336014325002 31.198916099800005 8.7431769115000026 22.764946765650006 86.001087134900004 93.733092718100025 90.17221166855002 189.90635174060003 13.057710350500001 184.59783591905003 201.2906445504 13.3584252364 93.883646373400012 190.24759545780003 188.73286619890004 95.360362796200008 375.86663358980007 70.238863950400017 4.9461400813500012 159.66984649465005 11.780121045600003 13.665319288000001 22.580174331950005 13.775321858200002 67.649671936450019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 5 -5 -6 8 9 10 12 -12 -2 14 -11 16 17 -13 19 20 -19 22 25 24 -24 -22 29 -28 -29 -15
right_child=1 -3 -4 4 6 -7 -8 -9 -10 13 11 15 -14 26 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.019020636521319842 -0.043509041163951809 0.018096485996104382 -0.030363024067217935 -0.0013747257810280313 -0.017154804169903205 -0.036219190791310203 0.0094240941511626406 0.0098640736785768034 0.011904750607572935 0.00015368658768709616 -0.040174774326829241 0.012438650837324407 -0.0098150099877687101 -0.022027787693544191 0.028447326149448768 0.023021700926685935 -0.03255771946872929 -0.050808798508213585 -0.024830187921735261 0.016697336326457736 -0.0059449495561550471 -0.032397242280299977 0.028414173211676996 0.0067020103635188222 -0.028555157958477566 0.020697721493922617 0.025024081287951937 0.019137571494201804 0.00012341181730994431 -0.0010988741728963317
leaf_weight=0.24656067407340643 2.0841469240840516 1.4815077441744495 0.7118564615084324 3.1609710729680938 2.4563486073166132 1.9428939837962387 5.291957967216149 7.1848725266754618 4.5187051035463801 2.9956806697882703 1.0905003342777515 6.9169779587537148 2.3118729759007692 2.185033773072063 2.9676529001444578 2.1351008797064415 2.0515593294985583 0.53083146270365134 2.2101561934687188 2.6765302743297061 1.814114902401341 1.0881653476390045 0.34426212590187821 4.179772337898612 2.0339275160804391 3.7466779107926413 2.877417246811091 4.1877229399979106 92.564559497055598 41.50001399347093
leaf_count=26 25 13 70 33 37 37 36 49 25 30 20 39 24 43 15 12 47 9 37 23 37 28 3 32 160 31 16 32 708 1203
internal_value=0.000508641 0.000591346 -0.0176587 0.000467288 -0.00521171 -0.014639 0.000998119 0.000839301 0.000496243 0.000216819 -0.00325766 -4.36993e-05 -0.0257893 0.00103645 0.014234 0.00142841 -0.000242446 0.00235321 -0.00139245 0.0017634 -0.00114618 0.000849933 0.00383526 -0.00309308 -0.0203084 0.012006 0.000487294 0.00164179 0.0009464 -0.00214569
internal_weight=211.488 210.53 0.958417 209.048 12.8522 5.10387 7.74831 196.196 189.011 184.493 35.2146 30.8186 4.39602 149.278 5.96333 29.7281 27.593 25.5414 18.6244 16.4143 13.7378 13.2069 12.1188 6.55796 2.37819 5.56079 143.315 99.6297 96.7523 43.685
internal_count=2900 2804 96 2791 143 70 73 2648 2599 2574 527 478 49 2047 45 458 446 399 360 323 300 291 263 195 163 68 2002 756 740 1246
is_linear=0
shrinkage=0.026724


Tree=407
num_leaves=31
num_cat=0
split_feature=19 16 12 2 8 4 18 18 0 7 17 6 5 6 2 8 6 8 4 4 14 8 15 16 19 9 10 9 13 6
split_gain=0.413153 0.704917 0.428493 1.13072 1.05595 2.43833 2.4782 1.82945 1.71122 1.74016 0.829156 0.958623 1.40182 1.6187 1.28348 0.80923 2.97703 0.969718 0.766487 0.820069 0.952147 0.748849 2.08044 3.23317 1.07681 0.777355 1.6291 1.50765 1.23323 1.5981
threshold=9.8507947922000021 8.3799804039500021 92.695913642950003 71.847610775600018 8.3434888241000014 143.35918460430003 15.078943968800003 13.650870338750002 92.313586825200005 21.118786167550002 166.83257850275001 10.435243817800002 29.040033326300005 16.505385645700006 105.39281967610002 8.9430209551500024 18.080422446150003 8.7431769115000026 161.23541642690003 169.78633280640003 173.24670297025003 8.6432548896500023 35.645792850250011 22.634947069650003 14.651182102100002 216.18094582280003 78.962703749400006 207.37918994975004 99.19872809730002 14.925348728400001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 7 -7 9 -6 11 -5 -13 -14 -15 17 -17 18 -12 -20 -21 24 -23 -24 25 27 -27 -22 -29 -30
right_child=2 -3 3 10 8 6 -8 -9 -10 -11 15 12 13 14 -16 16 -18 -19 19 20 21 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.042229291055083398 0.025786602967104409 0.0074226006871566958 0.019749342280944583 0.040454402479543565 0.017113175263449753 -0.0080705887298583284 0.012553618806708803 -0.060608073263206372 0.0255642857382814 -0.024352925011202575 -0.024206545725170947 -0.043716394748371495 0.044048807698300496 0.044508026776185997 -0.047256590421768677 -0.039663488741158485 0.0091779415556813345 0.015161638794030778 0.017121947998936592 -0.023427882120515959 0.0020937840462158567 0.017430568313335022 -0.054345196764709593 0.0040529263821589539 0.020733775107288355 0.020181840166777779 -0.017372855418137712 0.016914722308013896 -0.026247909420246195 0.0041747736809105117
leaf_weight=0.90785520352073834 1.7134441863745475 0.84883329295553267 5.0091309975832692 0.42823181534185906 2.5305057391524297 1.5569059890694914 1.7512049317592753 2.9314851097296923 3.5102571938186884 4.0181265773717314 1.7982885874807824 2.1061660219565965 0.83101226389408145 0.30493998527526844 1.0028818477294406 3.2558165800292036 4.6478892721934244 8.0351266290526819 5.0004839394241563 2.4086184622719875 116.76046689396026 2.8907325528562051 2.7266136622056365 3.1174677815288305 4.5875325724482527 7.974745291983707 2.2784500321140513 2.0074320565909138 8.0627580619184283 3.9452527565881601
leaf_count=182 15 44 30 6 20 21 28 40 21 32 11 142 3 1 66 45 54 59 30 21 1536 23 28 22 25 92 89 44 137 33
internal_value=0.000677862 -0.0182375 0.000838237 0.00138786 -0.0049345 -0.0156002 -0.0269653 -0.0423842 0.00349831 -0.0083297 0.000888461 -0.0153995 -0.021034 0.00130192 -0.0258602 0.00131252 -0.0109416 0.00187695 0.00122431 0.00150703 0.00100893 0.00139026 -0.00974908 -0.0231933 0.00205845 0.00145096 0.0118365 0.00063671 -0.0115019 -0.0162525
internal_weight=208.949 1.75669 207.192 189.18 18.0119 7.95304 6.2396 4.48839 10.0589 6.54863 184.171 4.67323 4.245 2.13883 1.30782 179.498 7.90371 171.594 163.559 161.761 156.76 154.351 8.73481 5.84408 145.617 141.029 10.2532 130.776 14.0154 12.008
internal_count=2900 226 2674 2497 177 104 89 61 73 52 2467 218 212 70 67 2249 99 2150 2091 2080 2050 2029 73 50 1956 1931 181 1750 214 170
is_linear=0
shrinkage=0.0391687


Tree=408
num_leaves=31
num_cat=0
split_feature=7 2 10 14 6 17 7 12 8 18 7 2 19 16 16 6 18 13 18 3 19 6 15 7 5 7 3 10 17 5
split_gain=0.386148 0.938336 0.835552 0.657479 0.572559 0.431308 1.7289 2.36738 1.15237 1.39447 1.28935 3.38947 3.60329 1.57743 2.28429 1.76383 1.71807 2.96872 2.8973 2.47361 1.82762 1.81071 2.29303 1.48849 2.3353 1.63345 2.00314 1.39808 2.8565 1.52075
threshold=27.952168727600004 297.58713971970008 90.740838818900016 386.55805551320003 8.5201990730500015 188.07781354100004 22.597569836950004 86.269275643000014 8.8430989333000021 13.086509421050001 23.124786352450005 143.15549947900004 14.251149826300002 22.604947139800004 22.594947163200004 16.565387047600002 13.3584252364 117.38883580790001 13.765997214800002 90.808050272150012 14.451165964200003 15.925372093750001 38.469938489650012 23.824098587650003 17.671168838450004 23.9444576715 87.114108800950007 62.057679025150001 199.01194954300004 23.663981639800003
decision_type=2 2 2 2 2 2 2 2 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 -1 -7 -8 9 -9 11 -11 -13 14 15 16 -12 18 -18 21 -19 22 23 24 -20 -25 -27 29 -29 -15
right_child=1 -3 -4 -5 -6 6 7 8 -10 10 13 12 -14 27 -16 -17 17 20 19 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0014354920310644503 -0.019390672574248143 -0.032533287207583486 -0.031695191319605881 0.029698860578905816 0.012302360246201762 0.012546943986105813 -0.0305700901799737 0.025520430974873179 -0.012492877516885261 0.0072402876412361846 0.034287370276154125 0.019020703756226384 -0.03007073253981507 0.024513746500419237 -0.032078936601102621 0.029789795764537635 0.035037624588914372 -0.034452737961312353 0.0089795918224463093 -0.039404961609297205 -0.0034662141220177804 0.018729463781070755 -0.029417669174228271 0.027386673267451964 -0.036398478026768141 0.0029494350667832216 -0.031431321834321034 -0.028085047995550026 0.011527945279946644 0.0038938164683788037
leaf_weight=62.898746824648697 1.0265365781961011 1.1523565985262392 0.67513216484803695 0.83818001113831986 1.1669272989965973 12.684947806876151 2.2978738918900481 2.3256269348785272 5.6719795828685156 8.7221745126880723 1.4250184893608082 1.8022062741219977 6.9821202832972631 8.1651529371738452 2.0002582222223273 2.0448231175541869 2.4609160572290412 3.5958959246054283 1.9865735722705711 1.432969624409451 3.7000721078366041 5.4642226919531813 2.4195512802107251 2.4950936271343371 2.3982395343482494 43.099705344997346 1.6871468287426967 2.4677352868020517 5.9468913115561008 5.9048665277659884
leaf_count=1078 42 107 183 9 22 130 29 15 65 44 4 19 74 39 18 7 9 34 33 16 22 38 52 13 21 645 19 23 44 46
internal_value=0.000484331 -0.00813822 -0.000554316 0.0063806 -0.00252991 0.000691665 0.00165296 0.00056053 0.00113649 0.00178871 0.00131375 -0.00642774 -0.0199991 0.00268693 0.000561436 0.00144122 0.000637959 -3.98862e-05 0.00211038 0.000781646 -0.0187383 0.00174866 3.31254e-05 0.0014123 -0.0158396 0.0030122 0.00165429 0.00989119 -8.92525e-05 0.01586
internal_weight=206.94 4.85913 3.70678 3.03164 2.19346 202.081 139.182 126.497 124.199 118.527 116.202 17.5065 8.78433 98.6951 76.2105 74.2102 72.1654 70.7404 63.4444 60.9835 7.29597 59.5505 54.0863 51.6668 4.38481 47.2819 44.7869 22.4846 8.41463 14.07
internal_count=2900 363 256 73 64 2537 1459 1329 1300 1235 1220 137 93 1083 931 913 906 902 846 837 56 821 783 731 54 677 664 152 67 85
is_linear=0
shrinkage=0.0309526


Tree=409
num_leaves=31
num_cat=0
split_feature=16 10 17 12 19 15 10 7 7 13 13 16 19 13 10 3 0 16 13 3 16 19 15 5 13 5 10 9 2 2
split_gain=1.80097 1.92196 4.42432 3.07562 1.78307 2.21761 2.01301 1.77281 1.70536 2.18042 2.4482 2.46762 1.98751 2.19495 1.90026 1.67379 3.67227 2.50452 3.27239 4.45991 4.13841 3.01659 2.44895 2.1475 1.67934 1.70004 1.61836 1.56566 4.33795 2.1271
threshold=18.594956516900002 74.986474174450009 195.53954078470002 107.90491928010002 12.751028791950002 29.049007317550004 67.316303128300021 19.041006859700005 24.101221167900004 104.27722550570002 98.238948544700023 9.6249774926000011 11.650940033400003 92.504467352450021 87.33187390945001 83.511574906150017 94.047642319350018 19.214955067100004 112.82921081865001 89.227236891450005 19.974953289850003 13.851117550450002 27.122924609850003 19.915533535850003 113.92610173585001 23.803605515150004 90.740838818900016 199.21354841250005 219.74617996645003 45.36220315740001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 27 10 11 26 -13 14 -14 -2 17 23 20 -20 21 -19 -18 -17 -21 -26 -10 28 29 -3
right_child=15 8 -4 4 5 -7 -8 -9 9 -11 -12 12 13 -15 -16 16 22 18 19 24 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0024881345565572507 0.0015103434475615793 0.002964303430567714 -0.0027426131440432865 -0.00047464125543437622 0.0012817519675857028 -0.0015579130126084037 0.0022991042687611337 -0.0027342483634431678 0.0011242243339778266 -0.0031831921910681314 0.00045673683312309917 -0.002689243562277923 0.001813973811979723 -0.0020881613207887825 -0.0015036206325302576 0.0021663452461565084 0.0012030133802166303 -0.0013468096995513771 0.0019062564336131981 -0.0015760419209726307 -0.0031515588925821285 0.001614440598048384 -0.0019414775065002966 -5.8884164879111612e-05 0.00043963261662493733 -0.00023579575808357729 -0.001442637984574094 0.0029485190836531006 0.0016262403731852869 -0.0029695319153139653
leaf_weight=3.1417568379547474 6.4901133030652991 0.4246142208576188 4.858479988994076 14.399321498349311 1.6841297375503912 1.8169978354126204 5.2742800246924162 1.0610144417732952 5.4765509581193355 1.2905638199299563 29.947271927027032 4.2005952927283925 2.660012511536479 3.3391079395078123 1.6607195371761916 7.7209744118154031 1.8588445223867873 4.5642213951796275 10.183870933949946 2.9736990928649893 3.6030248440802088 3.6793500632047653 6.9520350303500891 3.8483776045031846 90.667051477357745 29.166776265017688 1.9805746109923346 1.9826258704997588 6.6245097992941737 2.2716851134318858
leaf_count=75 31 1 117 273 43 50 23 40 72 19 281 211 28 107 64 31 10 34 51 16 39 14 80 42 446 317 229 7 56 93
internal_value=0.000149828 -0.000120764 -0.000602544 -0.000222762 7.09053e-05 0.000869519 0.00141951 -0.000270456 0.000130302 -6.0753e-05 2.10439e-05 -0.000654394 -0.00134404 -0.000606344 0.000538821 0.00029811 0.000250491 0.0003366 0.000249568 0.000358739 -0.000975993 -2.5116e-05 -0.00127808 0.00142615 0.00023041 0.000275238 0.000442479 0.000984807 0.000567106 -0.00203507
internal_weight=265.803 94.0948 32.236 27.3775 24.2357 9.83642 8.01942 2.74514 61.8588 50.5554 49.2648 19.3176 11.8604 7.65984 4.32073 171.708 165.218 156.407 144.838 132.991 11.8466 8.24357 8.81088 11.5694 122.808 119.834 7.45713 11.3034 9.32081 2.6963
internal_count=2900 1789 621 504 429 156 106 83 1168 1011 992 711 410 199 92 1111 1080 990 917 830 87 48 90 73 779 763 301 157 150 94
is_linear=0
shrinkage=0.00243348


Tree=410
num_leaves=31
num_cat=0
split_feature=16 15 6 18 10 4 16 5 17 15 16 13 14 16 14 13 8 2 9 15 16 19 13 13 3 6 5 0 17 0
split_gain=2.73411 1.9966 1.94718 1.71218 4.74735 1.98999 3.09427 3.04747 3.40236 2.34508 3.63904 2.47787 2.16406 1.8109 1.75034 1.63988 2.11955 2.2212 2.85393 1.63172 1.65878 1.82198 1.58955 3.12138 1.5795 1.55666 2.28824 3.1944 2.44911 1.48266
threshold=18.594956516900002 32.540328261750005 15.675366252400002 15.042884401850001 70.182199495350019 309.48890441440005 22.664946999500003 21.964328598750004 199.14656950540004 44.34858359035001 22.794946695500006 117.47217800995001 294.16843076580005 22.594947163200004 287.49747744585005 117.99105042915001 10.441851282850001 123.36062304850002 187.70546222865002 43.132842597400007 19.214955067100004 13.751109481500002 108.61908538635001 107.97116697695002 87.240466333050009 14.980350013450002 19.385335982600001 90.259604813550013 199.01194954300004 85.716110573100011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 4 5 9 7 -7 13 12 11 -11 14 -9 15 19 17 18 -17 20 24 -22 23 -1 -2 -23 -27 28 29 -28
right_child=3 -3 -4 -5 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-2.755061343441819e-05 0.0019189176208366599 -0.0024678321003318519 -0.0017459644160068158 0.0011634625338515362 -0.0019714959457703112 -0.0023164112938261518 0.0013068456944523332 -0.00041214166244696538 0.00075633939381952731 0.0012861552297128958 0.0015808402394169396 -0.0022530796214146271 0.0018044839966629487 -0.002682461089858906 -0.0011046255393129987 0.0015183449096987088 0.0015626131631117576 -0.0032379784993920003 -0.0021107228761627138 0.0017879104449553501 -0.00088124163545467927 0.0016138622060607151 0.0012228972908048389 -0.002713705124335399 0.00012787747946490973 -0.0012604212515314849 -0.00031891198230355437 0.0018420123519571781 -0.0010848021746038274 0.00064177532945349175
leaf_weight=83.14959254337009 7.872100815176962 1.8757811691611994 3.5609407032607114 12.203366374596952 4.7351109124720088 4.3583469707518878 5.4658591533079735 4.6731718741357353 9.2091227117925865 1.2767381155863384 2.6987298037856817 5.2847106023691595 6.6745035685598841 2.9980122284032404 3.5592486318200818 2.3132608397863788 2.0495162159204483 1.8114899015054104 2.1956475991755724 5.6531967669725409 5.2473970241844645 6.0879535675048819 4.9960909327492109 2.311294760555028 3.7928409660235047 4.0107999294996253 10.088703427463768 8.2753258198499662 5.7355746515095225 48.484489187598228
leaf_count=1463 29 70 193 69 60 39 37 47 53 13 12 84 29 42 25 25 8 44 24 20 31 23 29 34 32 29 54 36 35 211
internal_value=0.000171284 -0.000138692 -9.22225e-05 0.000339453 0.000278344 0.000345003 -0.000223016 -0.000616732 -0.00017789 0.000458957 -0.000647777 -0.00156441 0.000541705 -0.00129942 0.000469777 0.000519097 -0.00045222 -0.00110557 -0.000248858 0.000596341 0.000528706 0.000421534 -2.71211e-05 -0.000100198 0.00133656 0.000504214 0.000416016 0.000508652 0.000337073 0.000476306
internal_weight=272.649 95.8937 94.0179 176.755 164.552 159.817 26.7045 21.2387 16.8803 133.112 9.26018 6.56145 123.852 7.67118 117.178 113.618 8.36991 6.3204 4.50891 105.248 99.5952 87.9302 90.457 85.4609 11.6649 82.6828 76.5949 72.5841 64.3088 58.5732
internal_count=2900 1789 1719 1111 1042 982 218 181 142 764 109 97 655 89 626 601 101 93 49 500 480 419 1526 1497 61 388 365 336 300 265
is_linear=0
shrinkage=0.00227998


Tree=411
num_leaves=31
num_cat=0
split_feature=13 15 0 13 3 16 13 15 18 5 5 8 17 18 7 5 9 8 18 18 3 13 16 13 5 16 2 15 4 14
split_gain=2.12916 2.41828 2.38722 2.5483 4.87327 4.66856 3.33409 3.16421 5.89894 1.92448 1.82595 1.68275 1.61133 5.23815 3.10513 3.25863 4.61178 2.91016 1.99515 3.92285 1.74164 3.25206 2.05617 3.08947 1.79974 1.7334 2.08431 1.67381 1.58125 2.51473
threshold=109.57886493895002 36.168474401900006 93.262612545250008 112.82921081865001 89.227236891450005 19.974953289850003 113.92610173585001 35.194695975650014 13.583580954200002 17.797252960350004 20.206488238950005 8.3434888241000014 188.16174763880002 13.064341268650002 22.580174331950005 21.125470787600005 197.19111486365003 8.8430989333000021 12.993406580100002 12.868666868750003 93.308316333450009 117.64961624655002 22.604947139800004 117.38883580790001 23.663981639800003 22.594947163200004 163.32842070695003 44.34858359035001 141.65724256140001 169.50964292540002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 3 5 -5 7 11 8 -2 -4 -8 -6 13 18 -14 16 -16 20 19 -12 22 25 23 -17 -23 -22 -27 -24 -1 -30
right_child=2 -3 9 4 6 -7 10 -9 -10 -11 12 -13 14 -15 15 17 -18 -19 -20 -21 21 24 27 -25 -26 26 -28 -29 29 -31
leaf_value=0.0023151298754216058 0.001144285393355549 -0.0027389316642529504 0.0025174628742480353 0.0018756982575239504 -0.00035479638470953874 -0.0031032084782878396 0.0012105017092255343 0.0022461748556982788 -0.0036630292802012705 0.00035856188645251157 0.00025684803442330091 -0.0035645416475735474 0.0015656602502602277 -0.0030185183218955679 0.00061985344099756091 0.0016535314627967547 -0.0026449261943506702 -0.0016301009899496999 0.0012764854897404959 -0.0019304374023291905 0.00041980072194163219 0.0020907064957669565 0.0019250120483694289 -0.00049997671690337831 3.1531719640225076e-05 -0.00014968408289420094 -0.002440067788096998 0.00022735826124858452 -0.0013657900265183754 1.2361205619742013e-05
leaf_weight=1.5574956405907858 3.4836569384206069 1.9161589043214906 4.8614261671900731 10.734121873974798 1.7770657138898962 3.4882892444729796 10.829171635210512 2.741971418261528 2.4324014601297677 4.426738191395998 21.750801224028695 1.8927070423960684 10.779314942657946 3.3951055267825714 4.6836807876825315 5.8955092430114773 5.0410473793745041 3.698669182136654 6.2494132593274108 5.8355003222823134 5.1344224172644344 5.0245020687580091 12.269927367568018 10.215663574635981 4.5282263830304146 4.4089427785947901 4.5103902402333915 4.4375995919108382 8.0171015253290516 101.3901202470297
leaf_count=6 39 49 16 48 31 36 47 9 17 25 243 12 54 37 21 19 36 37 39 58 34 15 49 50 29 23 58 24 88 1651
internal_value=0.000150097 -0.000100449 0.000321996 0.0002522 0.000340625 -0.000789507 0.000216132 0.000142675 -0.000832253 0.00148853 0.000279621 -0.00201024 0.000194089 -0.000213515 0.000382304 0.000199684 -0.00107252 0.000405457 6.7942e-05 -0.000205842 0.000538888 4.81804e-05 0.000891854 0.00028805 0.00111461 -0.0006767 -0.0013079 0.00147411 -5.48874e-05 -8.86264e-05
internal_weight=277.407 112.881 164.526 155.238 143.092 12.1463 132.358 8.65803 5.91606 9.28816 128.688 3.66977 117.859 37.2308 80.6279 69.8486 9.72473 60.1239 33.8357 27.5863 56.4252 23.6065 32.8187 16.1112 9.55273 14.0538 8.91933 16.7075 110.965 109.407
internal_count=2900 1794 1106 1065 964 101 916 65 56 41 873 43 826 377 449 395 57 338 340 301 301 159 142 69 44 115 81 73 1745 1739
is_linear=0
shrinkage=0.00236883


Tree=412
num_leaves=31
num_cat=0
split_feature=16 6 15 18 6 12 19 16 13 10 0 6 6 4 10 16 17 0 10 17 18 3 4 5 16 19 6 19 15 9
split_gain=2.93437 1.96857 1.81888 3.18407 2.31574 2.64465 4.02018 2.49548 2.10796 2.81376 1.76178 2.77638 2.7124 2.5494 3.71196 2.29073 2.04885 1.88911 2.3477 2.35812 1.88267 5.71058 3.42358 3.94298 2.55988 3.39348 2.35361 2.39803 2.15834 1.81419
threshold=18.594956516900002 15.675366252400002 28.452330424200003 14.025183600500002 13.665319288000001 130.74068757200004 12.851036860900001 14.524966034300002 103.58091484995002 68.214248143850014 86.530713386650021 16.375382608200002 16.285380505300001 248.34582299520005 62.041548276350007 22.614947116400003 176.11179263395005 86.280686780500005 61.944763783650011 192.34053301495001 15.042884401850001 85.436510927550003 310.49012963040008 21.964328598750004 18.984955604900005 13.751109481500002 16.455384477450004 14.451165964200003 33.551906023850009 198.36365860590004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 -6 -7 9 -1 11 12 -2 -13 17 16 -12 18 -15 -20 21 28 24 -24 -23 -26 -27 -28 -18 -17
right_child=10 -3 3 -5 5 7 -8 -9 -10 -11 15 13 -14 14 -16 29 20 -19 19 -21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0027877517859034098 -3.6065846056979434e-05 -0.0018124905542259632 0.0011848681793870045 -0.0023812961148779502 0.00044565879669165761 -0.00078167929507812195 -0.0031032559486958737 0.0015536971548047378 -0.0019583920604102252 -2.9279436750074165e-05 0.0020790510332928335 0.0005603383971627755 -0.0035008039614407055 0.00020200642269164337 -0.0025118565593674003 0.0023073048805292507 -0.0033250320793884605 0.0016027744743874852 -0.0032847019661991286 -0.000174047564598232 0.0012010577055083823 0.0023011253412477104 -0.0036263115144147626 0.00014752500237085465 -0.0013467015875273738 0.00096640704728154052 -0.0018213861723483337 0.00076899442845102949 -0.00011229240227773487 0.00073890866260206624
leaf_weight=2.2957228226587167 3.00966359861195 4.1157840490341178 2.1496187057346097 4.8493914036080241 7.8747869553044456 3.3241926799528327 2.5021769590675831 15.02291978150606 4.0955681949853888 52.646494944230653 4.1202154830098143 49.07982736825943 2.4289165558293462 16.306660029571514 4.0572864501737049 7.2625686675310162 3.629744814708828 3.7312786057591429 2.6772867850959292 3.1619611047208309 11.958083003759382 4.7322372943162909 2.5716071538627139 4.5807081907987595 5.687728088349103 32.174596574157476 4.0917953476309759 4.4251892417669296 1.8925312142819164 11.082175143063067
leaf_count=49 22 197 15 125 52 48 36 78 70 1119 16 273 29 120 55 27 46 13 48 28 67 16 25 28 38 141 25 18 17 59
internal_value=0.000177274 -0.000161166 -8.94433e-05 -0.00128601 5.98317e-06 0.000573985 -0.000410084 0.00113057 -0.000270371 -0.00014454 0.000360475 0.000102167 -0.00158345 0.000218189 -0.000342792 0.0005826 0.000404073 -2.70403e-06 -0.000273205 -0.00160028 0.00031296 0.000146467 0.000371141 -0.00120935 0.000592308 0.000417951 0.000664608 -0.000475496 -0.002224 0.00135983
internal_weight=281.539 98.8767 94.7609 6.99901 87.7619 28.7241 10.377 18.3471 59.0378 54.9422 182.662 84.4529 5.43858 79.0143 29.9345 98.2092 79.8644 25.8772 22.1459 5.83925 75.7442 63.7861 58.2639 7.15232 51.1115 46.3793 40.6916 8.51698 5.52228 18.3447
internal_count=2900 1789 1592 140 1452 214 88 126 1238 1168 1111 588 51 537 264 523 437 209 196 76 421 354 291 53 238 222 184 43 63 86
is_linear=0
shrinkage=0.00243902


Tree=413
num_leaves=31
num_cat=0
split_feature=6 5 2 5 18 6 0 6 13 0 13 5 13 3 5 3 19 4 3 3 16 9 17 15 9 9 10 10 18 7
split_gain=3.10554 2.07785 2.06869 2.64831 2.79541 2.70901 2.22559 2.04429 2.01817 4.33625 5.74247 3.84135 3.28951 3.08482 2.07268 1.98106 2.33413 2.81651 3.26539 4.74736 3.27668 3.08684 2.85922 2.01487 1.77252 2.32953 1.69094 2.09974 2.14343 1.90821
threshold=10.715250360100002 23.606333875400001 357.36576196840008 25.763052016400003 13.278511569200001 16.395383075500003 86.420486603250012 16.525386113000007 112.82921081865001 92.031298721500022 105.42250866925001 20.950952025950006 109.57886493895002 89.227236891450005 22.553892743650003 76.884525614550014 12.651020723000002 178.01822304010003 85.622014538550019 84.968719212850019 18.764956119400004 192.09062119805003 188.07781354100004 27.122924609850003 66.290220196950017 227.14331114760003 61.767325547050007 60.990361147350008 11.955585097900002 18.742910346600002
decision_type=2 2 2 2 2 2 2 2 2 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 24 -7 9 10 14 12 15 -10 -2 -11 -17 23 19 20 21 -19 -23 -18 -5 26 27 28 29 -26
right_child=1 2 -4 6 5 7 -8 -9 13 11 -12 -13 -14 -15 -16 16 17 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00035118313110553168 -0.0013597438317892057 -0.0016638931338914284 -0.0020394249942429173 0.0010625654050936473 -0.001715864749407807 0.00083399315158376702 0.0018473563495272475 -0.00090139132181050335 0.0014365629439992869 -0.0016145360879241243 -0.0027068617019713084 -0.0018891538031792692 0.0011470648297033129 0.00037832437805934639 0.0015815598505014802 0.00057719721774019642 -0.00041147518607476076 0.0018708864288557239 0.001616656593734522 -0.0025201148358974428 0.0013713550126236091 0.0013918061195159037 -0.00099833629154319351 -0.0025182054626700745 -0.0011992592061555978 0.0021514399987529612 -0.0021149434753831059 0.0018573152859414827 -0.0016126841601147271 0.00122121201706463
leaf_weight=39.219082438503392 1.3814713163301333 5.887266235426071 2.0103388749994329 5.5413777492940488 3.0389225818216792 8.2153797466307861 3.3071024883538476 3.5582744730636469 11.227736856788395 2.2848532097414127 4.4100122656673193 3.0165621889755121 14.18593982234597 98.180125070735812 2.396429717540741 31.442417742684484 4.3060247376561156 2.0839134678244688 4.5403836853802195 2.7431474961340419 5.8680605106055728 2.1692973971366873 11.72667420376092 2.7026792578399181 1.9420987891498933 1.3663125336170185 1.9495039964094747 1.5788939893245686 3.8382456575054675 3.0817181463353336
leaf_count=905 40 125 31 34 38 43 15 30 52 62 59 61 54 444 15 258 38 8 19 48 28 14 170 31 97 5 73 6 77 20
internal_value=0.00014917 0.000227669 -0.000142888 -5.48455e-05 -0.000549086 -0.000106005 0.000397735 0.000309519 0.000309715 0.000106183 -0.00122444 0.000231313 0.000307414 0.000486924 0.000506008 0.000136931 0.000196145 -0.000135375 0.000126503 -0.000148631 0.000149123 -0.000299699 -0.000625212 -0.00122387 0.000149315 -0.000218552 -0.000479894 -0.000174603 -0.000536616 0.00028551
internal_weight=289.2 249.981 45.3154 43.3051 20.6998 14.8126 22.6053 11.7737 204.666 95.2579 8.18791 87.07 84.0534 109.408 3.7779 69.8675 67.5826 36.1402 29.1315 24.5911 21.8479 15.9799 13.896 7.0087 19.2982 13.7568 12.3905 10.441 8.86206 5.02382
internal_count=2900 1995 594 563 236 111 327 73 1401 905 114 791 730 496 55 676 614 356 287 268 220 192 184 69 312 278 273 200 194 117
is_linear=0
shrinkage=0.0019125


Tree=414
num_leaves=31
num_cat=0
split_feature=16 0 0 16 13 3 0 5 15 15 18 15 19 14 18 13 7 17 16 18 3 10 17 17 9 18 16 5 18 8
split_gain=3.07037 1.96846 4.13906 2.70086 3.08091 4.30714 4.07721 3.09291 2.18335 1.96425 3.02491 2.41155 2.08317 2.92792 2.57433 3.1185 3.39386 2.52365 2.82136 3.04959 3.75975 2.6939 2.12313 2.24493 2.0801 2.75974 2.00421 1.95284 1.86789 1.72667
threshold=18.594956516900002 96.249489528150022 94.047642319350018 19.214955067100004 112.82921081865001 89.227236891450005 92.031298721500022 18.092020786850004 27.288673764350005 28.452330424200003 14.025183600500002 28.321365561200004 12.851036860900001 180.68590093575003 14.163996107200001 98.238948544700023 22.806258769100005 180.19381692845005 9.6249774926000011 16.118666550000004 75.559115756250023 90.740838818900016 173.06150329755005 166.83257850275001 205.70977008025002 15.532509816950002 16.514961380800003 19.915533535850003 16.402557800150003 7.7439566930000003
decision_type=2 2 2 2 2 2 2 2 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 27 6 -6 -5 -8 -4 11 -11 12 14 -14 22 16 -16 -18 21 20 -20 -19 23 -1 -17 -26 -15 -2 -27 -28
right_child=1 -3 8 4 5 -7 7 -9 -10 10 -12 -13 13 26 15 24 17 18 19 -21 -22 -23 -24 -25 25 28 29 -29 -30 -31
leaf_value=-0.0017756011169662782 0.0018431932415447984 0.0013610927601069443 0.00074314462046947555 -0.0026970383008449133 0.0015845223150694353 0.00025851705886649159 0.0010937533964582619 -0.0013221701860458277 -0.0015814685568900262 0.00079331524631526848 -0.0019728866029706782 0.0023166335692028422 -0.002587093490903841 -0.0014311801121824369 0.0010238664086365111 0.001064645563383004 -0.0020334704465727925 0.0013373105430865722 0.0011621110981114486 -0.001705623323179341 -0.0024818077712866204 -0.0013021384495336063 -0.0022856780457042561 0.00040679447498321371 -0.0019486982063587851 0.0011924754104025305 0.00087014102073466014 0.00016985813373741369 -0.00065736557991315139 -0.00065766013919048023
leaf_weight=2.9123616311699134 8.2939501255750638 7.3063902761787167 2.1994571685790998 3.177815342321991 11.10271819680929 128.41353504825383 4.8710241764783841 4.0475754421204329 7.2137843742966652 2.3990672843065104 5.2758981846272945 1.7850071652792383 2.8367748875170973 5.06608832580969 7.2896058806218198 20.903441586066037 4.0528230285272029 6.221564646810295 4.5793032702058536 7.6880755226593465 1.5918699703179298 2.1778107907157391 3.0059439865872255 6.0531854373402894 2.4234433993697158 5.9876865241676551 6.078222872107288 4.4816509163938454 3.6747440509498119 6.2686446961015463
leaf_count=109 31 31 11 35 51 779 20 32 79 33 125 6 59 88 68 134 190 53 40 259 38 147 87 77 32 35 98 42 31 80
internal_value=0.000159869 0.000322539 0.00027888 0.000354305 0.000278308 0.000364041 -0.000710506 -2.67804e-06 -0.00103831 -0.000112233 -0.00110822 -3.62446e-05 -7.87487e-05 -0.000662884 7.18151e-05 0.000228582 -0.00020938 -0.000551051 -0.000281134 -0.000847233 0.000222153 0.000652948 -0.000800185 -0.000302133 0.000674664 1.62081e-07 -0.000349407 0.00125619 0.000488958 9.4459e-05
internal_weight=289.379 181.108 173.802 164.388 151.613 139.516 12.0964 8.9186 9.41324 108.272 7.67497 100.597 98.8116 20.2497 78.5619 66.5904 33.6011 26.3114 22.2586 13.8592 6.17117 8.39938 11.9715 8.96555 32.9893 12.0859 17.413 12.7756 9.66243 12.3469
internal_count=2900 1111 1080 990 917 830 87 52 90 1789 158 1631 1625 325 1300 1027 795 727 537 337 78 200 273 186 232 98 266 73 66 178
is_linear=0
shrinkage=0.00204248


Tree=415
num_leaves=31
num_cat=0
split_feature=6 3 6 13 19 16 7 10 15 17 5 6 13 14 7 7 10 6 17 18 0 5 13 8 16 16 17 9 9 17
split_gain=0.481001 0.955637 1.3339 0.794873 0.687652 0.657076 0.713923 1.28576 1.33327 0.925956 1.94119 1.22459 1.37741 1.01065 0.682484 2.03849 1.11714 1.24126 0.538553 1.32146 1.17309 1.62334 1.01548 1.79906 0.991532 1.52122 0.727355 0.912633 1.27439 1.36883
threshold=10.715250360100002 76.884525614550014 11.175261108200003 107.54907905045002 9.4507625164000029 8.5099800999500008 24.550696209100003 82.011415269350024 20.937157557000003 239.21206428850002 5.2595069053500012 3.6650856341500009 92.138837046750012 339.33625208505003 20.778835947700006 21.725272673150005 70.343506983200015 5.3251244207000008 220.68978861510001 17.108018746400003 97.835679825150024 16.579584939650001 98.238948544700023 7.7439566930000003 15.919962772200003 14.994964935250001 212.33270692945004 227.14331114760003 219.38617924735004 208.12573104970002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 8 -7 10 11 12 -8 -11 -10 -16 -17 -18 19 20 21 -4 -22 -24 25 -25 27 28 29 -23
right_child=1 2 18 -5 5 6 9 -9 14 13 -12 -13 -14 -15 15 16 17 -19 -20 -21 22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.034084000823538019 -0.024048528484320302 0.022428168351412224 0.017103195482281772 -0.038896248639812989 0.0159968220719819 -0.030676082911318278 -0.034398991424084299 0.021993400665210289 0.024262294592488319 0.022368575243327075 -0.034282361049760429 0.030526041988059239 0.0099181861710514654 -0.018772681238579322 -0.039937211397392633 0.03485761388826647 -0.034726340664003083 0.014859111255764048 -0.013401598639998954 0.022094259608819472 -0.037109014012751032 0.0013086133300361659 0.016876733312759438 -0.0270514050366473 -0.034723751139593889 0.0057614870699167122 0.014851259058022478 0.022278602029659342 -0.018037119811133363 -0.019696753047374352
leaf_weight=0.69814755427069641 1.5321677064057428 3.0937244375236324 6.7621954027563325 0.64457774721085925 1.988330222666266 1.559463915880771 1.3718612962402392 2.6199101333040744 1.2175686862319706 1.6252568925265225 3.190751829999499 0.98780696443282057 1.5436992992181329 0.99824211560189713 1.1488508440088478 1.1857732813805344 0.83860056870617006 1.3886902546510098 2.6075953119434407 3.1194402677938333 1.1847760777454812 147.85124052502215 2.7187090273946506 2.4362895060330629 1.7664011521264908 3.6640214109793305 3.836606607772409 1.998245209455489 3.7919744516257188 3.2844487363472572
leaf_count=174 62 22 46 11 60 46 114 37 11 29 217 11 29 34 30 5 83 14 38 27 50 1448 25 43 61 39 35 13 45 41
internal_value=0.000731581 0.00126468 0.00147086 -0.00366271 -0.00264716 -0.00163411 -0.00341573 0.00263966 -0.00426938 -0.00962145 -0.0156626 -0.000442211 -0.0109344 0.00671432 0.00285588 -0.00285746 0.00962373 -0.00381038 0.00112043 0.00132802 0.000966724 0.00165673 -0.00885405 -0.0056916 -0.0134911 -0.00734304 0.001007 0.000668525 0.0003898 0.000852129
internal_weight=212.655 189.648 188.116 23.0075 22.363 21.6648 19.6765 9.95886 7.33895 9.71762 7.09412 3.90337 2.91556 2.6235 5.77948 4.56191 3.41306 2.22729 185.022 182.414 179.295 167.525 11.7702 10.5854 7.86671 6.10031 160.763 156.926 154.928 151.136
internal_count=2900 1995 1933 905 894 720 660 226 189 434 371 154 143 63 143 132 102 97 1911 1873 1846 1628 218 168 143 82 1582 1547 1534 1489
is_linear=0
shrinkage=0.0321822


Tree=416
num_leaves=31
num_cat=0
split_feature=15 10 16 16 9 18 10 15 0 13 12 5 0 2 6 5 14 0 15 4 5 17 16 14 16 2 6 8 17 9
split_gain=0.45192 0.625814 0.459042 1.26423 2.42879 1.21244 2.27882 1.15164 0.981319 1.23153 1.07496 1.20377 2.22259 1.53566 1.18886 2.25262 1.36751 1.06257 1.39936 0.967265 2.66002 1.6884 1.4121 1.39199 0.965566 0.958366 0.955382 1.13603 0.92378 0.910286
threshold=51.067537391750008 61.885617704800005 18.594956516900002 18.384957008000004 187.38923140910003 15.042884401850001 70.182199495350019 31.385732506450001 76.591483678350016 108.61908538635001 206.66000365515004 26.429611911700004 96.055920542800024 173.78410684300005 14.185331438000002 16.069922422900003 170.27070910270004 105.29077422085001 6.9561856507500011 309.48890441440005 21.964328598750004 203.08534335880003 22.604947139800004 384.93581166080008 18.984955604900005 67.628418476450022 13.665319288000001 8.1436447804000007 206.41783130310003 210.39795333110001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 6 19 8 -1 10 11 12 -10 14 15 16 -14 29 -19 24 22 23 -21 -22 -4 -8 27 -12 -7 -18
right_child=1 -3 5 4 -6 28 25 -9 9 -11 26 -13 13 -15 -16 -17 17 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.028238776046706441 0.0062201921232447393 -0.030631236763821196 0.013079290632517332 0.018137158776695264 -0.035220333843400516 0.021109208182597379 0.0021088305488444607 -0.028685231484072926 -0.023059247892820416 0.016892987118698168 0.0023079850842398632 0.026065827738334175 -0.030613331563242838 -0.027764357538120215 0.010765627042608495 -0.023742942908446536 0.0094776229034111998 0.027140113134298011 -0.02850518832480263 -0.037205300712268685 0.0013227787234899712 0.015272623342821562 -0.0059078085389746102 -0.020327890736738533 0.0018355337492992991 -0.030925901931061137 0.013968022774243825 -0.029563871611453376 0.003829130539512018 -0.0078100869450534382
leaf_weight=0.89759550447342817 0.59896060079336055 0.8023111536167562 6.017956572584807 0.9217661060392851 2.0396998377982527 3.9210362583398801 0.90679283626377527 1.0526918536634173 4.2555270073935452 3.230176319833844 21.417901449080098 0.97301899758167465 0.96610039426015148 1.5975259523547709 5.7057779552415004 3.3509865836240342 10.224738122895358 0.43361417530104418 1.4989208230690563 2.3637271812185672 8.2082579624839109 4.4980306252837172 1.9644051864743231 3.024099077214486 102.3713246001862 2.3400462074205279 5.2874562586657694 0.86590378684922953 5.5767310056835413 2.9122465937398365
leaf_count=119 4 40 47 22 74 22 9 59 175 33 595 8 29 80 35 46 163 21 185 29 65 32 16 44 705 51 54 33 47 58
internal_value=0.000560961 -0.0148794 0.00066457 -0.00118345 -0.0186126 0.00154978 0.000870903 -0.000385313 8.29717e-05 0.000488289 -0.000402454 -0.00381065 -0.00475005 -0.00183077 -0.000179693 -0.00340107 0.000849801 0.00286689 -0.0160197 0.00144143 -0.0040615 0.00114942 -0.0230003 -0.00450625 0.00245981 -0.0216998 0.00354311 0.00106951 0.010963 0.00564523
internal_weight=210.225 1.40127 208.824 67.6316 2.96147 141.192 131.695 64.6702 63.6175 62.7199 59.4897 31.9185 30.9454 26.6899 25.0924 19.3866 16.0356 15.0695 1.93253 128.448 20.0585 15.7304 4.32813 11.2324 108.389 3.24684 27.5713 22.2838 9.49777 13.137
internal_count=2900 44 2856 1789 96 1067 998 1693 1634 1515 1482 800 792 617 537 502 456 427 206 938 186 141 45 109 752 60 682 628 69 221
is_linear=0
shrinkage=0.0272798


Tree=417
num_leaves=31
num_cat=0
split_feature=0 0 0 3 2 17 18 17 9 16 8 4 7 5 6 2 4 6 7 19 9 6 5 19 6 13 0 2 5 5
split_gain=0.401478 1.13055 1.06292 0.973803 2.94502 2.60995 1.11989 2.24002 0.878351 2.29163 2.01875 1.6332 1.51072 2.37366 1.21097 2.73622 1.55753 2.56999 1.10487 1.04736 0.910871 0.85158 3.43933 3.04924 1.7631 1.70098 2.95753 3.48215 2.634 1.82148
threshold=85.716110573100011 85.807518149550006 85.694602908050015 93.58791597905001 86.011634045550025 193.01551328760004 13.064341268650002 184.59783591905003 186.14781787895004 22.624947093000003 8.3434888241000014 375.86663358980007 22.557405306150006 30.133297129900004 16.665389384150004 121.41360778140002 208.63771838305004 16.525386113000007 22.708075280250004 14.451165964200003 201.2906445504 16.455384477450004 22.852794041600003 14.351157895250003 16.505385645700006 112.82921081865001 92.031298721500022 292.80063980640006 20.950952025950006 22.852794041600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 6 -5 -6 7 -3 10 -10 11 14 13 19 16 -16 17 -1 -14 -11 -20 25 23 -23 -25 26 27 -8 -28 -27
right_child=1 3 -4 4 5 -7 21 -9 9 12 -12 -13 18 -15 15 -17 -18 -19 20 -21 -22 22 -24 24 -26 29 28 -29 -30 -31
leaf_value=-0.028993639882589801 0.011324323591412442 -0.0015669426824602459 -0.028209696420427543 0.011834067537124659 -0.038104699444449774 0.0029689149067413422 -0.031610060994968665 0.029385650602895674 -0.035502606265742115 -0.0062875521715352878 0.029929077063936035 -0.032895441126176247 0.026035536178074206 0.012888952751683768 0.01316412190117857 -0.036002859909432042 0.013841513431396077 0.024625568877725025 -0.013638844374130458 -0.032188693827006336 0.01351555507428525 -0.030798044463144394 0.011386687251279783 -0.019452564430560652 0.0040462542768274689 0.0087253393903543013 0.0013653828877871917 0.024075405486768394 -0.027809967885170671 -0.0059625386660141482
leaf_weight=1.9153515944490265 7.7838573022745541 4.1935921593103549 1.1660671299323428 3.2201152443885785 3.0275114716496319 1.9351152870804069 4.3358559765620148 3.1053007822483778 1.7977809711592261 2.0426370613276941 1.8821687386371184 1.0958950328058552 1.8467166111804543 2.2479895874857903 1.6888379806186997 1.7678935285075565 7.2462930689798668 1.0594289896544067 1.8828832469880583 2.8585147745907307 1.8877352150157092 4.534580257721248 7.1748467972502104 3.669489733874796 7.2509445250034332 34.121758291497827 79.285407282237429 1.0679900944232938 2.4338246398838228 7.9426396433264008
leaf_count=43 41 39 12 14 47 15 98 16 61 17 10 36 14 12 59 128 81 17 27 38 25 39 39 27 43 191 1574 7 73 57
internal_value=0.000510635 0.00103327 -0.00231479 0.000554464 -0.00873914 -0.0220885 0.0010324 0.0116018 -0.00134762 -0.00630262 0.00298514 -0.000447512 -0.00219067 -0.010614 0.00215229 -0.0119816 0.00693231 -0.00989786 0.00852961 -0.021394 -4.41737e-05 0.000524257 -0.00441895 -0.0117566 -0.00384983 0.00139016 -0.000812345 -0.0206047 0.00049646 0.00595196
internal_weight=207.469 175.083 32.3862 167.299 8.18274 4.96263 159.116 7.29889 31.2201 14.5643 16.6559 14.7737 12.7665 7.14914 13.6778 3.45673 10.2211 2.97478 5.61734 4.90115 3.77062 151.817 22.6299 15.455 10.9204 129.187 87.1231 5.40385 81.7192 42.0644
internal_count=2900 2320 580 2279 76 62 2203 55 568 194 374 364 133 67 328 187 141 60 66 55 52 2148 148 109 70 2000 1752 105 1647 248
is_linear=0
shrinkage=0.0276241


Tree=418
num_leaves=31
num_cat=0
split_feature=13 8 18 17 16 18 7 3 9 0 14 6 12 17 7 18 9 5 9 10 7 16 7 5 13 2 3 9 9 7
split_gain=0.38138 1.31637 0.855404 0.826176 1.26878 0.777631 1.29557 0.988742 0.87939 0.757059 1.0852 1.62543 1.00104 0.940007 0.964719 0.888844 0.912956 0.647809 1.05968 0.988189 0.620522 1.28548 2.08824 1.04566 0.964529 0.798031 1.19401 0.64652 1.75336 0.603401
threshold=95.870416931800023 2.9476996444500005 17.108018746400003 220.68978861510001 17.294959556900004 14.708525021850003 21.725272673150005 75.559115756250023 58.059373288650008 98.615332683000005 267.54022483715011 13.200308423050002 232.70218114660003 199.55131508320002 25.415946661200003 15.946034773700001 191.40721473735002 5.2595069053500012 42.180264960000009 90.740838818900016 25.396105459650006 18.764956119400004 25.520256579150004 18.991228132500002 103.32013441125001 357.36576196840008 92.913112988300014 226.28914430085004 219.38617924735004 29.467962229850006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 -4 -5 -1 -7 8 17 20 11 13 -12 15 -15 16 -11 19 -19 -8 25 22 -22 -23 -24 27 -27 28 -2 -3
right_child=2 29 3 4 -6 6 7 -9 -10 10 12 -13 -14 14 -16 -17 -18 18 -20 -21 21 23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.027786103015073733 0.0010895486281662519 -0.037126101782580564 0.025896945685276479 -0.023519528801055834 0.02420348529576092 0.033165311167988099 0.01159194711404387 -0.037470550627611968 0.030972535552454515 0.011807230966158209 -0.040497583741960705 -0.040469128255585268 -0.006277650967861593 0.01684332569867459 -0.038120340088336035 0.025970164743621064 -0.037128658170192355 -0.03840633658894519 0.0057117311599116068 -0.036066296120065115 0.023464817928088126 0.034367656134038908 0.01130092617722765 0.0064527026427255293 -0.031080965443084734 0.0081549700049233596 -0.045607016705191197 0.02078397787886764 -0.029665926292917436 -0.0003769958570063039
leaf_weight=1.1192532354034472 152.51364827161888 1.979084261984098 3.3057294692844144 1.4124525529332461 1.3511872813105581 1.5218032998964179 4.0885973584372515 0.87600861163809973 1.1141683869063852 1.5096304900944217 1.984960645670071 1.074206192512065 2.2732718146871775 0.64524258673191059 1.0241488590836523 2.9955883864313364 0.68792898044921447 1.3485084760468455 1.3509826290537601 0.62126462333253574 2.1914561965968442 3.0672095082700253 0.89198358822613988 3.6343393381685019 2.6230346843367442 0.93952653289306853 1.1255456699873319 1.9977558329701413 2.3329021215904495 0.76907437582849514
leaf_count=42 1556 184 32 27 14 22 88 52 8 29 52 33 51 11 33 22 36 90 34 177 20 15 10 32 72 14 27 15 26 76
internal_value=0.000590716 -0.00485483 0.00101551 0.0140198 -0.000186991 0.00016351 0.00302788 -0.00185144 0.00180933 0.000585412 -0.00789041 -0.000197368 -0.0222292 0.00610645 -0.0168761 0.0134944 -0.00351177 -0.00257603 -0.0163271 0.00530548 0.00118875 0.00877175 -0.00350901 0.019229 -0.020326 0.000596652 -0.0211474 0.000882943 0.00062619 -0.0268418
internal_weight=204.37 14.7887 189.582 6.06937 2.76364 12.0406 10.9213 9.39953 8.52352 183.512 12.195 7.93675 4.25823 6.86254 1.66939 5.19315 2.19756 7.40935 2.69949 4.70986 171.317 12.408 5.70647 6.70155 3.51502 158.909 2.06507 156.844 154.847 2.74816
internal_count=2900 773 2127 73 41 513 471 449 397 2054 267 164 103 131 44 87 65 389 124 265 1787 149 102 47 82 1638 41 1597 1582 260
is_linear=0
shrinkage=0.0352078


Tree=419
num_leaves=31
num_cat=0
split_feature=16 10 17 12 19 5 7 18 13 18 16 5 15 3 6 2 12 3 18 19 18 7 9 9 12 15 9 0 9 0
split_gain=1.96602 1.74914 3.85148 2.92739 1.82029 1.50686 1.75489 1.85168 2.02792 2.55133 1.74254 3.31773 1.69117 1.4982 2.73332 2.20795 2.35012 2.18136 2.11985 2.75804 2.47498 2.00728 3.80488 1.82325 1.80333 2.62628 1.76775 3.17018 1.74216 2.611
threshold=18.594956516900002 74.986474174450009 195.53954078470002 96.350437043050007 12.751028791950002 9.9970238968500009 24.101221167900004 15.064837217800003 98.238948544700023 17.248993197150003 15.919962772200003 13.809011005350003 17.991885019200001 93.58791597905001 16.375382608200002 125.31286365695001 149.74540248590003 93.716961969300016 13.278511569200001 14.351157895250003 13.064341268650002 23.195026784100005 195.39349636155001 192.33792147965002 103.44931853055 28.129673635100001 202.37225149245003 86.692020874450009 187.38923140910003 85.716110573100011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -7 -8 9 -9 -10 -12 -3 18 -15 28 -17 -18 19 20 -2 22 -20 -23 25 -25 -26 -28 -16 -30
right_child=13 5 -4 4 -6 6 7 8 10 -11 11 -13 -14 14 15 16 17 -19 21 -21 -22 23 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.0035577293380643161 0.0016250572413486553 -0.00013197747375499997 -0.0031498604504896547 -0.00066006423769412678 0.00089390981690078814 0.0015759579255077984 -0.0025327297207209396 -0.0032696000892132567 0.001082744038926097 0.00012428316538201645 0.0010505780974685158 -0.0031934566281234065 -0.0025517402944706235 -0.0024163054455512574 0.0015869575571051736 -0.0043153142526324755 -0.0025417801145324139 6.6538124201699021e-05 0.00031508305627114884 0.0023967228423965774 -0.00081089808771629766 -0.0012193467942202669 -0.0027807339563943852 0.00135849746937672 0.0013189085131731114 -0.0023321386431826596 -0.0022283667134487184 0.00064502685286452134 -0.00094414454399144884 0.0014531859939072704
leaf_weight=2.017280151601887 6.9535796400159615 9.7386450392659736 4.3510494302026919 14.548754600342365 10.281264550401827 8.2168597392737848 1.975480050779878 2.578681100625543 19.661356935277585 5.6457888486329466 3.6898259678855529 2.4491413454525173 3.0253210125956675 3.5323569541797033 11.044229556806387 1.1891131643205906 2.910214047413322 21.440149349393323 11.210551563650368 10.441902639344333 6.4023905619978905 4.3968151528388253 4.4250703230500212 2.650169398635625 28.869336726143956 3.6814981251955032 3.3646478075534096 34.870174057781696 8.3168795742094499 6.4437134042382231
leaf_count=47 31 425 117 285 172 54 35 97 150 124 42 60 181 35 59 28 34 215 55 36 37 44 30 14 142 30 29 214 55 23
internal_value=0.00019878 -0.000144477 -0.000682559 -0.000282692 -1.66166e-05 0.000150134 0.00039713 0.000128069 0.000282555 -0.000939827 0.000672218 -0.00064258 -0.000705511 0.000374612 -1.09133e-05 0.000154572 -0.000434697 -0.000245193 0.000555026 0.00130829 0.000457344 0.000363237 -0.000561071 0.000548919 0.00065479 -0.000787394 0.000790868 0.000392169 0.000737781 0.000102406
internal_weight=260.322 88.1794 31.1983 26.8473 24.83 56.9811 44.2171 36.0003 34.0248 8.22447 25.8003 6.13897 12.764 172.143 54.8767 51.3443 25.5395 24.3504 117.266 23.7979 13.356 93.4683 15.6356 77.8326 73.4358 6.33167 67.1042 38.2348 25.8048 14.7606
internal_count=2900 1789 621 504 457 1168 562 508 473 221 252 102 606 1111 449 414 277 249 662 104 68 558 85 473 429 44 385 243 137 78
is_linear=0
shrinkage=0.00282697


Tree=420
num_leaves=31
num_cat=0
split_feature=16 16 12 13 12 5 7 6 6 14 16 10 18 6 2 0 6 6 16 18 9 2 3 13 2 2 5 0 3 9
split_gain=2.3719 2.07522 2.42152 2.2746 2.54674 2.95619 2.23243 2.20984 2.04922 2.02977 2.62403 1.86731 1.76391 3.86872 2.95603 1.66905 2.51612 2.68342 2.28027 2.13286 3.19491 2.9745 1.99576 2.60608 2.33975 1.98987 3.99887 2.12198 1.96924 3.68504
threshold=18.594956516900002 15.919962772200003 104.53648605375001 98.238948544700023 216.11788648010003 2.7861270712500006 24.101221167900004 13.265309941850001 14.325334709150001 315.57679249195007 9.6249774926000011 72.953999827850012 14.804191144800003 11.585270688000001 201.92500828480004 86.530713386650021 16.375382608200002 16.285380505300001 22.614947116400003 13.565012728250002 196.26893085885004 101.14502893930002 83.511574906150017 109.34496908160001 73.935594769650024 100.60547560250002 21.746930049350002 86.280686780500005 93.883646373400012 187.38923140910003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -7 -5 -8 -11 -6 14 -14 -4 16 17 -2 19 -17 21 -21 -22 24 -24 28 -27 -28 -18 -30
right_child=15 2 12 8 6 7 9 -9 -10 10 -12 -13 13 -15 -16 18 25 -19 -20 20 22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=0.00097089294496246418 -2.1968179521168429e-05 -0.0022549798922553992 0.00054126613459434196 0.0006759699648080683 -0.00093656470344319418 -0.0023684425765722779 0.0013327628201844181 0.00059105031487615399 -0.0010630769983418847 0.00018233878363500187 -0.0020537727175357671 0.0013914803674112996 0.00028725143093613121 -0.0020521284597217475 -0.0024207103188367937 0.00096510380024369838 0.0012413856838575945 -0.0030426111239250674 0.0011794230992043851 -1.1766284968542782e-05 0.0015776795063039892 -0.0023243867675248634 0.00058537931252023822 0.00039360522126947041 -0.00270805316206332 -0.0019287261491740255 -3.3952607840428486e-05 0.0013030752272804916 0.0013208380455987379 -0.0012131840029646756
leaf_weight=2.2987586930394155 3.2571912519633761 3.5736218187958029 12.707953568780797 30.860364603810012 2.073210970032962 6.51845926605165 2.3014736892655483 1.4593109767884014 3.5729673837777218 4.9710215451195818 4.9493574840016663 7.5862474013119936 6.4530908688902837 6.9268701774999499 1.8204179673921306 19.395234689116478 13.866563580930235 2.4243623972870409 18.98187156021595 6.6788415312767011 5.7527823373675337 4.3339876607060432 1.691113669425248 37.989959897473454 2.5666205640882254 4.8516670521348706 43.463955671526492 6.4411126151680937 5.2243689354509097 5.6399299502372742
leaf_count=74 22 78 197 231 43 344 23 27 88 178 147 51 97 145 66 80 52 29 86 36 25 53 11 197 35 31 364 25 26 39
internal_value=0.000162489 -0.000110188 -0.000570102 0.000107243 -0.000308507 -0.00120121 0.000110747 -0.00182709 0.000495518 -0.000506562 -0.000933275 0.000891812 -0.000354356 -0.000923857 0.000170128 0.000308974 8.6699e-05 -0.0013109 0.000503357 0.000339688 0.00013414 -0.000921875 0.000376423 0.000212851 -0.00139995 0.000186596 -4.45607e-05 0.000138614 0.0006984 5.36367e-06
internal_weight=280.633 98.0731 31.482 66.5912 32.1578 10.2765 21.8813 7.97777 34.4333 12.2219 9.92038 9.65946 27.9083 13.38 14.5284 182.56 85.1692 5.68155 97.3904 78.4085 59.0133 11.0128 48.0005 42.2477 4.25773 79.4876 54.7567 49.9051 24.7309 10.8643
internal_count=2900 1789 583 1206 887 445 442 371 319 348 325 94 505 242 263 1111 588 51 523 437 357 89 268 243 46 537 420 389 117 65
is_linear=0
shrinkage=0.00217391


Tree=421
num_leaves=31
num_cat=0
split_feature=6 13 5 18 17 9 16 13 15 15 8 18 7 4 18 18 17 15 5 3 7 17 17 17 17 0 18 15 15 13
split_gain=0.404843 0.780551 0.842875 0.906333 0.779696 0.621444 0.569068 1.52943 1.31334 0.809637 1.68806 1.81514 1.1628 1.75268 0.679602 1.71846 1.33378 1.30705 1.12029 3.36341 1.64936 1.05372 3.77647 2.18796 2.95362 1.29247 1.46982 1.08434 1.24251 0.988246
threshold=22.585527707250005 119.04223755815001 32.00428233840001 11.257534840550003 161.95900874150001 58.059373288650008 22.704946905950003 117.75715457175001 42.80317728375001 44.34858359035001 8.6432548896500023 13.278511569200001 24.225158517200004 313.10793983765006 13.340835220050002 13.373311100250001 191.55545126530004 41.657300687350009 22.732890661650003 93.168516510700016 23.162127797100002 187.98346801990002 186.52991945525002 184.84480138465003 182.72552322705002 86.345209775600011 13.117211680300001 35.34809845485001 32.895435401150003 112.82921081865001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 9 -8 14 11 -11 13 -13 16 -16 17 21 19 29 -20 22 23 24 27 26 -23 28 -6 -17
right_child=-2 2 -4 -5 6 -7 8 -9 -10 10 -12 12 -14 -15 15 18 -18 -19 20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0052214117863017438 0.016508984671856835 0.008575128693838736 0.013806179675133392 -0.030470032946152907 0.0046192019497386938 -0.034757051325127915 -0.0032941327251698018 -0.032400901027190135 0.020443223738158423 -0.0357899229602461 -0.04048305641534803 -0.011560974233920654 -0.018103269933405462 0.020184270571683278 -0.032494415438904592 -0.00112414347937753 0.019192567305589547 -0.015470897310868301 -0.011107614090844806 -0.030503839293993328 0.019631182414212075 0.014155528226332056 -0.031448160276243364 0.024637963134387916 -0.032279936470155285 0.023974409180410796 -0.012727488831365371 -0.022797179321777702 0.034980878052243036 0.0057211334346038414
leaf_weight=0.61957446561427687 1.6288256123661984 0.81213129777461235 0.92689107079058874 2.4741788145620376 11.207696909405067 1.1278452287078833 4.8023276627063733 1.4380440998356778 4.7865920197218657 1.5005627745995287 1.3811379491817195 2.8892288496717793 2.2626298244576901 4.6960047180764377 1.6389025666285295 81.444023944117362 5.6898145838640621 3.7309022843837729 2.4551508873701078 3.6704197612125418 6.6798841571435332 5.4894437310285848 3.3144199415110043 4.7112349290400735 2.4961570901796213 5.2619360610842696 3.3794255396351218 1.2608776628039766 1.5819261707365502 29.564981527626514
leaf_count=47 8 12 8 68 216 133 30 24 31 66 31 30 25 35 16 1616 27 24 33 38 39 29 25 24 21 25 23 11 9 176
internal_value=0.0005843 0.000456709 -0.0132031 -0.020821 0.000745795 -0.0205821 0.000934656 0.000545449 0.00855507 0.000799752 -0.00700696 -0.00293282 0.00207376 0.00809245 0.00137227 0.000129423 0.00461223 0.00265721 0.000561257 -0.000299718 0.0113698 0.00440472 0.000391919 0.00535626 -0.000133711 0.0113827 0.00391193 0.00557726 0.00837458 0.000698956
internal_weight=204.923 203.294 4.2132 3.28631 199.081 1.74742 197.334 187.745 9.58892 186.307 12.7296 11.3484 9.84786 7.58523 173.577 125.453 48.1238 42.434 123.814 114.679 9.13504 38.7031 24.5723 21.2579 16.5467 14.1308 8.86887 14.0505 12.7896 111.009
internal_count=2900 2892 88 80 2804 180 2624 2563 61 2539 187 156 90 65 2352 1918 434 407 1902 1830 72 383 306 281 257 77 52 236 225 1792
is_linear=0
shrinkage=0.0320699


Tree=422
num_leaves=31
num_cat=0
split_feature=16 16 16 13 17 2 8 15 17 7 10 5 5 13 0 7 2 6 5 2 6 9 9 17 0 3 16 9 19 6
split_gain=1.64674 3.34156 2.12077 3.87204 2.15092 2.08941 2.36972 1.53995 1.38452 1.88601 3.29019 2.16271 3.65222 2.42155 1.78406 3.17668 1.5498 1.32383 2.26827 1.54673 1.48221 1.27232 2.51076 2.08376 2.35916 3.30643 1.88787 3.16364 4.18642 1.90701
threshold=20.394952307700002 19.974953289850003 20.674951653000004 113.85351336640001 212.33270692945004 325.75432260090003 2.8477776226000002 38.567335632300008 166.83257850275001 19.041006859700005 64.84561010645001 22.553892743650003 20.766972852450003 109.41218053485001 94.550383989750017 20.778835947700006 91.18717909130001 16.445384243750002 30.372394345600004 71.847610775600018 10.435243817800002 202.37225149245003 201.2906445504 198.80447714770006 86.001087134900004 93.716961969300016 22.654947022900004 204.88165762580005 14.351157895250003 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 5 -2 -4 21 7 -7 8 17 -10 -11 12 13 14 15 -12 -15 18 19 -1 -21 22 23 24 25 -5 27 -23 -29 -28
right_child=2 -3 3 4 -6 6 -8 -9 9 10 11 -13 -14 16 -16 -17 -18 -19 -20 20 -22 26 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0016795952379538867 0.0018027722015696811 -0.0027967663153221677 -0.0022859925133147043 -0.0022986407505527799 0.0023907147145981883 2.6696291653354245e-05 -0.0031386730799011714 -0.002584212903354745 0.0016636214661468151 -0.0029439420785847734 0.0023078858325644362 0.002060379956834303 -0.0035097240476190867 4.2895108985446442e-05 0.00010793400557120983 -0.0024132620342802932 0.0017242599503320825 -0.0031224223809914612 0.0031560568123087164 0.0010950589332413276 -0.0031102033361203687 -0.0029088302726745343 0.0020593283501734137 -0.0012346099554420027 0.00092206822238442409 0.00026157252863851242 0.0017798740006095667 -0.0025254135693826411 0.00077096484988997541 -0.00041072325530283572
leaf_weight=1.0154561625095073 7.1250378005206576 3.1438390268012872 4.0832207985222331 4.1366470302455118 3.736445724964141 3.7375028610695145 3.1671884541865438 1.5303335417993356 6.1042299857363096 2.4741063846740863 1.3138378374278534 4.3289251201786092 1.9736407077871252 6.2792117148637798 70.261268335510977 4.8348199650645256 10.823875762522219 1.659729888429865 1.0611229240894315 0.79651537677273188 2.5610073849093169 3.7692055879160824 6.72328046709299 5.6189584401436141 39.108494821935892 31.504874524660408 5.7365465508773905 3.8447913341224185 10.206310825422404 5.7862741947174072
leaf_count=11 43 33 36 39 18 89 93 32 45 101 7 35 44 31 1136 129 42 105 3 68 95 32 23 40 170 226 32 27 59 56
internal_value=0.000162929 -5.55989e-05 0.000374282 0.00029237 0.000379978 1.39427e-05 -0.00142526 9.88635e-05 0.000134417 0.000209831 0.000123075 0.000199096 0.000114714 0.00019121 -1.37668e-05 -0.00140445 0.00110697 -0.00101791 -0.000375132 -0.00123199 -0.00211258 0.000315453 0.000478815 0.000346597 0.000465456 -3.55724e-05 -0.000169416 -0.00071856 -0.00013102 0.000679849
internal_weight=258.447 127.067 131.38 124.255 120.172 123.923 6.90469 117.018 115.488 108.394 102.29 99.8156 95.4867 93.513 76.4099 6.14866 17.1031 7.09383 5.4341 4.37298 3.35752 116.435 87.0923 80.369 74.75 35.6415 29.3431 17.8203 14.0511 11.5228
internal_count=2900 2099 801 758 722 2066 182 1884 1852 1570 1525 1424 1389 1345 1272 136 73 282 177 174 163 704 498 475 435 265 206 118 86 88
is_linear=0
shrinkage=0.00269235


Tree=423
num_leaves=31
num_cat=0
split_feature=6 6 3 10 9 3 0 7 5 9 8 18 19 6 5 7 15 13 10 16 3 10 16 3 5 18 0 0 6 16
split_gain=3.01288 2.26826 2.1063 2.12603 2.64428 2.57394 2.28197 3.99015 1.88474 3.58077 3.68342 1.88968 1.84539 3.3281 1.82515 1.77617 1.40217 2.21976 1.66887 7.27642 3.62162 2.31718 3.59799 2.33012 1.78548 2.99431 2.75427 3.21608 3.32507 2.43517
threshold=13.075305502400001 12.380289263450001 93.883646373400012 61.917879202350001 187.38923140910003 94.92945658615001 85.613949164150014 19.468732114900003 30.133297129900004 186.67271206880002 5.9453602998000008 11.831616630050002 14.351157895250003 16.585387514950003 29.040033326300005 29.973557588500004 46.574831689400007 117.61735474900001 66.697957758300021 19.974953289850003 89.227236891450005 69.873026810350026 19.214955067100004 86.302194445500007 19.861308675400004 14.531978590450002 94.047642319350018 96.055920542800024 14.755344756250002 18.714956236300004
decision_type=2 2 2 2 2 2 2 2 2 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 16 5 6 -4 7 -5 9 10 11 14 13 -10 -7 -1 18 -18 20 21 -2 23 24 -20 26 -26 -23 28 -28 -29
right_child=2 -3 3 4 -6 8 -8 -9 12 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=-6.4687234161201482e-05 0.0015455786251402889 -0.0016213699992660476 0.0010430454767901161 0.0019468475190856035 -0.0016541680508250576 -0.0012032518075707421 0.00097276398205218715 -0.0023741862411304228 0.00066555607296609051 -0.0020350750822750231 0.0015633571690455664 -0.00204707154119569 0.0016557900793402196 -0.0022409458941100133 0.0018412552059996806 -0.0019535174873137034 -0.0016997545528692204 0.00060351606122974362 0.0017509369316239213 -0.0024500677833504455 0.0004032024999691651 0.0017164310962262499 -0.0018832857329724041 0.00026539069009813684 0.0015301458030258369 -0.0023845457863024139 -0.0016657780030785599 0.00027377063416903245 0.00043591198095188681 0.0018690895205064919
leaf_weight=59.62185102305375 10.924196470994501 3.7712555318139485 8.4919541026465577 1.0758727043867096 6.0644137738272548 1.5497810614760985 4.0560026811435819 2.5228651477955282 5.4367214441299421 4.3260860778391352 3.4630817100405693 2.6611108751967549 3.0813955217599869 1.8682076244149355 1.2599370703101156 1.8104279488325108 2.9783679265528908 2.9290389660745859 6.7926009315997353 3.6117721907794467 94.698317633010447 4.4852656163275233 3.0458797700703135 8.2554400777444226 1.0120513336732977 2.1643241019919515 5.8758741086348873 25.061956982128326 4.8494508760049939 3.9028370529413214
leaf_count=987 48 76 38 5 105 56 17 79 30 49 12 88 11 70 11 165 44 20 24 37 428 20 29 48 6 63 92 197 30 15
internal_value=0.00014867 -0.000207168 0.000251131 -0.000108422 -0.000727539 0.000155866 6.57654e-06 -0.00108238 -0.000162741 -0.000632147 4.71952e-05 -0.000912548 0.000436539 -7.77707e-05 0.00016197 -0.000120352 0.000342434 -0.000557736 0.000372877 0.000145782 0.000521355 0.00028904 9.58786e-05 0.000935958 0.000223187 -0.00113725 0.000321008 0.000163315 -0.0007155 0.000488731
internal_weight=291.648 65.2035 226.445 45.8574 13.7192 32.1383 7.65474 3.59874 23.6463 13.26 8.93391 5.47083 10.3863 7.30493 2.80972 61.4323 180.587 5.90741 174.68 69.0575 105.623 65.4457 50.3976 15.048 47.3518 3.17638 44.1754 39.6901 10.7253 28.9648
internal_count=2900 1228 1672 571 206 365 101 84 327 216 167 155 111 100 67 1152 1101 64 1037 561 476 524 452 72 423 69 354 334 122 212
is_linear=0
shrinkage=0.00187865


Tree=424
num_leaves=31
num_cat=0
split_feature=5 6 6 5 15 0 9 6 3 19 13 15 13 7 13 16 0 13 18 3 13 15 16 15 18 13 3 15 15 19
split_gain=2.38668 1.47121 1.19502 1.9165 1.3875 1.16606 1.12636 1.94773 1.2407 1.61779 1.05891 1.0539 1.97199 1.49432 1.38943 2.61494 2.33996 2.59151 3.81117 3.79693 3.11 2.09107 1.99305 3.80993 2.24708 2.0963 4.56675 3.32634 1.99348 3.3995
threshold=12.294714844000003 9.3352181158500027 1.8100422913500003 1.6103415277500004 10.643873581000001 70.623106628750023 38.136666659400014 2.7550643716500001 67.910452375100007 11.250907757600002 92.138837046750012 46.574831689400007 117.61735474900001 23.539316666200005 109.72404167800001 19.214955067100004 93.262612545250008 112.82921081865001 13.583580954200002 89.227236891450005 113.92610173585001 31.975879077800005 18.684956306450005 29.049007317550004 14.025183600500002 109.34496908160001 83.511574906150017 27.706191659600005 27.992471162000005 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 -1 -4 -5 -2 7 10 -8 -10 -6 14 -13 -14 15 22 17 18 -16 -19 -21 -20 23 28 -25 26 -24 -28 29 -7
right_child=5 -3 3 4 6 11 8 -9 9 -11 -12 12 13 -15 16 -17 -18 19 21 20 -22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0024838135764795569 -0.0015128664001586463 -0.0027118163791982875 0.0027785617279782004 -0.0025049154888243776 -0.0010046110115274696 0.00035027204572053938 0.0014144029198844045 -0.0017638778412303975 -0.002631686779585936 0.00013599809331109764 0.001680577028423708 -0.0020991519572438836 -0.0012632778309306786 0.0011557313322381902 0.0009850765000744624 -0.0017874564727197691 0.0016467077171970351 0.0018521418104655574 -0.0031027489681109137 -0.0018586899876542342 0.00039799242359040695 -0.00036575629216349989 0.0022248236293914763 0.0012036686674374857 -0.0022029508484444744 0.002519582535452744 0.00097515690546708892 -0.0027055689214755172 0.0017676997625733297 -0.0010120035401558938
leaf_weight=1.3614407564746276 2.0538038978120303 1.5252325311303128 1.0971648097038293 1.560031800065192 1.4032330852933248 47.781503931852058 3.3769401165191075 5.315678070532158 1.3170919907279302 9.1132443924434465 1.8621455673128364 2.9395027945283783 2.2389759514480829 3.6759705990552902 4.0667030536569637 4.0023710876703253 8.111009454354642 9.68530026078224 3.5276754694059491 3.433833170682191 107.47373295901343 2.6738068480044603 4.2475861459970456 1.2787619326263655 6.0306492717936635 3.5219201296567908 2.4777202643454075 2.9079687222838402 3.9978845398873082 12.616876325104384
leaf_count=137 120 57 3 107 34 536 47 185 49 179 12 76 38 18 39 38 36 47 32 30 641 20 16 10 126 11 11 51 20 174
internal_value=0.000162876 -0.000482733 -0.000353984 -0.000238209 -0.000376419 0.00023841 -0.000228104 -0.000892248 0.000184654 -0.000213492 0.00052667 0.000253606 -0.000536507 0.000240067 0.000284312 5.6351e-05 0.000430078 0.000354669 -0.000771065 0.000450523 0.000328123 -0.00192268 0.000143312 -9.91215e-06 -0.00160697 0.0009785 0.000415081 -0.00101223 0.000171365 6.57005e-05
internal_weight=266.676 27.9322 26.407 25.0455 23.9484 238.744 22.3883 8.58106 13.8073 10.4303 3.26538 236.69 8.85445 5.91495 227.835 88.8632 138.972 130.861 10.2682 120.593 110.908 6.20148 84.8609 71.7057 7.30941 13.1552 9.63328 5.38569 64.3963 60.3984
internal_count=2900 810 753 616 613 2090 506 231 275 228 46 1970 132 56 1838 993 845 809 91 718 671 52 955 866 136 89 78 62 730 710
is_linear=0
shrinkage=0.00233427


Tree=425
num_leaves=31
num_cat=0
split_feature=16 6 15 18 13 12 7 0 3 2 8 0 3 6 0 14 9 8 15 7 10 2 19 10 9 5 9 15 5 18
split_gain=2.15918 1.77939 1.70829 2.76843 2.16674 2.24011 2.07171 1.83917 2.83489 1.95333 1.81356 1.6239 2.08963 2.33273 2.10878 2.29646 1.59456 2.67073 2.63661 1.80346 1.56394 2.85379 1.95322 1.78499 3.89848 2.46291 1.76284 1.76359 4.86003 3.6926
threshold=18.594956516900002 15.675366252400002 28.452330424200003 14.025183600500002 108.61908538635001 206.66000365515004 26.302865891850004 96.055920542800024 93.862138708350017 173.78410684300005 1.5487913386000003 87.181320254150009 92.751805500450018 16.355382140900002 86.692020874450009 384.93581166080008 201.78065190905002 9.5425530862500008 41.657300687350009 23.699538637550003 64.434276012450013 215.60007756200005 14.451165964200003 62.837331883000012 197.89372115420002 22.073674782200005 214.57164835430004 30.416602988400005 19.812684199800003 14.777583298400002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 -1 -9 -7 12 -2 -14 15 16 19 18 -18 -15 23 22 26 24 -13 -26 27 -22 29 -29
right_child=11 -3 3 -5 -6 6 -8 9 -10 -11 -12 20 13 14 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0030940804073762125 -0.0018964231285503997 -0.0020542274924299159 0.0012090187171416435 -0.0026966247924775726 0.0020279727381491684 -0.0015235256104131644 -0.00057043732598298694 -9.9175941009797453e-05 0.00079015375163060751 -0.0027726905258083369 0.0010547769912862479 0.0029062466544927468 -0.0016152429436689588 0.00036304631472305296 0.0020207505186673564 -0.002153751801162152 -0.0036024041604161743 0.00089901885357375803 -0.00029998670636081145 0.0025195750297174555 0.0011271809653158726 -0.0016875616100652969 -0.0012583628060900396 0.0021861820746802052 -0.0018289657906665287 0.00083972109761851676 0.0022081237026998712 -0.0030668103663483511 0.0010273994880664575 0.00087603372119637521
leaf_weight=4.3035732980351886 3.6232423000037661 3.4822849746560669 1.9448413755744685 4.1898516102228314 3.7589009273797265 2.1835685335099724 11.000298910890704 32.191554730175994 2.0210157721303403 2.1326029433403155 23.32787925703451 4.0545686334371593 4.8938263934105626 59.838319708127528 4.941231630742549 2.9241842892952254 2.9803345035761577 5.1561396922916174 4.3547470453195274 2.9794859774410716 19.429824251681566 4.4219623152166596 3.8841123208403578 8.9028744846582395 4.1798919141292554 6.4161058068275452 5.2903110310435286 5.0379503816366222 12.485515177249907 2.6543423272669315
leaf_count=137 25 197 15 125 20 81 347 532 26 80 229 17 48 403 18 47 40 29 37 10 108 50 23 40 26 31 24 52 67 16
internal_value=0.000179014 -0.000157925 -8.20699e-05 -0.00145844 2.22764e-05 -7.54318e-05 0.000410936 -0.0005123 -0.00185288 -0.000265285 0.000834096 0.000360108 0.000117077 0.000199915 0.000306715 0.000198456 0.000289791 -0.000592998 -0.0016418 0.000465332 0.000650423 0.000393487 0.000582129 0.00123081 0.000650244 -0.000213018 0.000741349 0.000545435 -1.47456e-05 -0.00170627
internal_weight=258.985 90.5364 87.0541 6.13469 80.9194 77.1605 36.5117 40.6487 6.32459 34.3242 25.5114 168.449 91.6915 88.0683 83.1744 78.2332 75.309 12.4912 7.33508 62.8178 76.7575 53.204 48.7821 23.5534 14.6506 10.596 44.8979 39.6076 20.1778 7.69229
internal_count=2900 1789 1592 140 1452 1432 657 775 163 612 310 1111 657 632 584 566 519 106 77 413 454 340 290 114 74 57 267 243 135 68
is_linear=0
shrinkage=0.00270533


Tree=426
num_leaves=31
num_cat=0
split_feature=19 16 3 2 6 7 7 7 3 5 12 9 15 16 10 3 7 0 2 7 17 19 2 3 0 18 8 0 0 0
split_gain=0.415144 0.643932 0.410152 1.06083 0.903604 0.682426 1.91127 1.10869 0.750488 1.63897 1.48715 1.35159 1.47627 1.00976 0.784738 0.916509 3.58786 2.65116 1.73404 1.07553 1.25561 1.16698 1.13791 1.75103 2.02519 2.51278 2.06211 0.90185 0.960094 2.04581
threshold=9.8507947922000021 8.3799804039500021 108.42013948475001 170.32456123625002 16.950396043250006 17.938678131200003 18.446911739150003 19.041006859700005 94.92945658615001 30.133297129900004 155.27099795600003 187.70546222865002 25.575018159450003 22.724946859200003 61.82916008405001 93.932038619750017 22.446731871300006 85.40693788805001 136.00952513250002 22.580174331950005 189.37128582595003 14.251149826300002 234.61110956795002 93.733092718100025 89.528344202050008 13.386548691950003 8.3434888241000014 85.737618238150006 85.807518149550006 85.939252597950016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -7 -8 13 10 11 12 -10 14 -9 19 -17 -18 -19 20 22 -22 23 24 26 -26 -16 -21 -29 -30
right_child=2 -3 3 -5 -6 6 7 8 9 -11 -12 -13 -14 -15 15 16 17 18 -20 27 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.032803514778134084 0.028073709963519249 0.0048333733666699004 0.01944575917949937 -0.036978249501048097 -0.03152176790127182 -0.04642404325710961 0.017902394454658212 -0.021719460116412022 -0.031829117424396446 0.011531704739362443 -0.040980793448961349 -0.026381451129840826 0.017321927258522052 0.014321897401738318 -0.048203945648861136 -0.050234999030336985 0.028171519816165249 0.0083252747506632665 -0.038021231589640866 -0.020303092755566066 0.001033682273885171 0.028140108027993931 0.019211309846024979 0.012863047559886603 0.021067787529327309 -0.019836212818927189 -0.0052946919138738653 0.016063487105365488 -0.029734056590367645 0.00069207038529141187
leaf_weight=0.86458836865494848 0.86012595519423385 0.82973409729311243 1.0758706138003611 0.94517707108752791 0.46359831409063179 0.79404538823291559 3.5583008201792827 1.4345665202708904 0.75446551083586966 2.9412601895164698 1.6469180544372646 2.1309108586283401 2.3174505704082549 5.263512620702385 1.8513038037344864 1.5864701243117441 2.1459795767441392 1.4208772629499438 1.5970369698479769 1.9397083614021529 2.2700285140890619 4.2468956131488085 3.4099935889244071 5.9680912643671027 3.3117863484658301 2.421681011444889 2.3896577749401331 3.667130504269152 2.0886894131544969 141.54639008420054
leaf_count=182 5 44 22 46 69 13 31 18 57 31 71 49 29 32 33 27 20 8 44 27 43 23 36 26 24 80 14 19 31 1746
internal_value=0.00067284 -0.0143722 0.000796554 -0.0115281 0.00409731 0.000946986 0.00083188 0.00101772 0.000714822 -0.00752344 -0.0157057 -0.007705 0.00525038 0.00114259 0.00076414 0.000941496 -0.0100932 0.00223928 -0.0162006 0.00136687 0.00711168 0.0186982 0.00320995 -0.000212625 -0.00803631 0.00379091 -0.0240258 0.000371073 0.000643315 0.000249625
internal_weight=207.742 1.69432 206.048 2.48465 1.53947 203.563 202.703 201.909 198.351 9.79101 6.84974 5.20283 3.07192 188.56 183.296 181.862 6.75036 5.16389 3.01791 175.111 25.8694 6.51692 19.3525 15.9425 9.97443 5.73347 4.24096 149.242 147.302 143.635
internal_count=2900 226 2674 137 91 2537 2532 2519 2488 237 206 135 86 2251 2219 2201 99 72 52 2102 279 66 213 177 151 104 47 1823 1796 1777
is_linear=0
shrinkage=0.030519


Tree=427
num_leaves=31
num_cat=0
split_feature=16 6 15 13 13 5 9 5 16 9 18 8 16 19 4 18 10 12 14 3 0 16 10 5 10 18 5 15 5 17
split_gain=4.01788 1.95678 1.92013 2.00577 3.20153 1.76185 2.08296 1.75273 2.08999 3.23917 2.94222 2.50819 1.90168 2.77467 1.73924 5.41094 4.74675 1.92577 1.87817 2.62192 4.21669 2.63809 3.46035 4.10071 3.13573 2.644 2.63664 2.54076 1.74883 1.71332
threshold=18.594956516900002 15.675366252400002 32.540328261750005 108.61908538635001 107.97116697695002 23.606333875400001 226.28914430085004 12.294714844000003 15.919962772200003 191.87997069285004 17.552559642400002 4.9461400813500012 13.534968349350001 10.550851274900003 310.49012963040008 14.025183600500002 64.321360770950022 231.43584503760005 287.24487179220006 83.511574906150017 94.047642319350018 19.214955067100004 66.697957758300021 18.092020786850004 66.318885161900013 13.832542267500001 19.667938474250004 27.288673764350005 22.963361893800002 172.46189488870002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -7 -1 12 11 -11 -10 13 -9 17 -16 -17 18 19 -2 21 -21 24 -24 25 28 -25 -22 -23 -15
right_child=5 -3 -4 -5 -6 6 -8 8 9 10 -12 -13 -14 29 15 16 -18 -19 -20 20 27 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00050156932575868033 0.0020211241009037827 -0.0016034881837404906 -0.0022043499148162392 0.0011815988608897723 -0.0024554630267848922 -0.00017467437406216478 0.0017270341621624251 0.00080246949181089831 -0.00059942691105637261 -0.0019529233177770927 0.00083650607703636729 0.0019563286398154504 0.00060887606991927041 -0.00012603422402533281 -0.002373396936408971 0.0011758780344794618 -0.0014569559266567468 0.0016125431569270175 -0.00081438643989622357 0.0015958796876476263 0.00098049463085860033 0.00046559526920732149 0.00059367493018956565 -0.0031243674405943625 0.0018913760381047231 -0.00084223965737829085 -0.00032331189763000462 -0.0017138829447137759 0.0013431012239740563 -0.0019677187682149455
leaf_weight=26.406939741107635 4.7583451867103568 3.7091749099781728 1.7648834185674775 5.216191951185464 2.395003266632556 34.111416974570602 2.5917920023202887 5.818889827001839 3.4847085746005169 6.9590759761631471 2.0464746505022049 2.978613618761301 33.06819137185812 4.2921433541923744 3.6127273216843632 10.127075195312498 3.9930871017277232 6.6758071929216376 4.4844570513814679 9.6563382446765882 1.986254610121249 59.937334902584553 6.1397217661142331 3.0197749510407448 7.3973670303821555 5.704972192645072 2.6290050409734249 5.5634721387177706 11.287123762071131 4.1601972398348153
leaf_count=800 19 197 66 29 34 359 11 73 46 123 14 10 229 60 27 49 41 25 31 36 10 270 27 25 29 32 16 61 43 108
internal_value=0.000179509 -0.000145296 -9.0436e-05 -5.19051e-05 -0.00012214 0.000360413 -4.03855e-05 -5.95009e-05 0.000126361 -0.00052624 -0.00131904 0.00057839 0.000339608 -0.000284318 0.000460504 -0.000140078 0.00043133 0.000542909 0.000484648 0.000533983 0.000471539 0.000576932 0.000474562 -0.00056325 0.000619643 0.000497356 -0.00182073 -0.00100502 0.000604656 -0.0010325
internal_weight=285.977 102.3 98.5913 96.8264 91.6102 183.676 36.7032 89.2152 62.8083 15.4689 9.00555 6.46332 47.3394 14.2712 146.973 17.7329 14.1202 129.24 122.564 118.08 113.321 105.772 96.1153 11.7885 84.3268 76.9294 5.64878 7.54973 71.2245 8.45234
internal_count=2900 1789 1592 1526 1497 1111 370 1463 663 193 137 56 470 241 741 117 90 624 599 568 549 478 442 68 374 345 41 71 313 168
is_linear=0
shrinkage=0.00204504


Tree=428
num_leaves=31
num_cat=0
split_feature=16 6 0 4 10 0 16 17 9 17 5 10 17 4 6 9 7 16 18 12 5 6 15 5 9 2 8 16 13 7
split_gain=2.19058 1.80479 1.46411 2.15264 4.21232 2.09621 2.0418 2.03393 3.02051 2.07913 3.38041 1.90565 2.64496 1.82832 4.80992 1.78896 2.39439 1.7346 2.29756 2.90507 2.95929 1.73044 1.68419 1.60535 1.60397 2.0053 1.58154 1.77061 1.4456 1.48727
threshold=18.594956516900002 15.675366252400002 86.530713386650021 248.34582299520005 62.041548276350007 86.280686780500005 22.614947116400003 188.54236693505001 195.39349636155001 186.34046889365004 21.893521430150003 61.944763783650011 192.34053301495001 310.49012963040008 15.925372093750001 198.36365860590004 24.252468908850002 22.554947256700004 13.740383930250003 103.44931853055 17.671168838450004 16.515385879350003 46.422062705750008 21.495293572000005 195.51131808980003 101.14502893930002 8.543332867800002 20.784951395750003 73.376087754350024 19.468732114900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 3 7 5 11 13 9 21 -2 -11 -5 -13 17 -15 -8 -17 18 26 20 -20 -9 -6 24 25 -21 27 -4 -1 -30
right_child=2 -3 6 4 22 -7 15 8 -10 10 -12 12 -14 14 -16 16 -18 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0025235131007100005 0.00038221658630876255 -0.0018021047151428361 0.00064628494370091863 0.00010123895764235782 -0.0033182487321380748 0.0014298303430744703 0.0021470714984731269 0.00084861270999067519 -0.00030395769982675697 -0.0027838168350583035 0.00020730568679434085 -0.0031423630950199858 -4.8989318635923007e-05 -0.0023108432354572491 0.00081551971626033979 -0.00083932637832739659 0.0014275917850530245 -0.00080472676738170556 0.00057175636140382178 0.00096657544738488902 -0.00229203751074222 0.0024578135591290357 -0.00038275545605522042 -0.0008179107066898473 0.0010487590809826533 -0.0018820552068477693 0.00023249185580669836 0.002417802847179097 0.0014648204597609818 -8.3989464088680095e-05
leaf_weight=1.2792821421753604 20.638563130050901 3.3533539928030214 4.9938271567225474 16.25940015912057 3.326036797836422 4.5018826723098746 6.9792740046978023 8.7508177645504492 7.4068141765892497 3.4223330840468389 5.1670274818316102 2.7194817401468745 3.375559551641345 4.7202517539262754 6.2077885717153549 3.8861022740602476 7.3226369433104992 5.1321223154664031 3.6561619304120532 2.8963886052370098 4.253326490521431 6.2358166724443427 1.5665394160896537 3.820937566459178 24.040002068504691 2.5163280051201582 5.3868939131498328 7.9974716529250145 3.5120686553418627 88.681279069976881
leaf_count=145 151 197 25 124 36 16 27 40 39 22 28 49 29 52 33 21 38 26 18 13 35 18 36 27 126 32 24 26 18 1429
internal_value=0.000162787 -0.000119546 0.000317078 9.19921e-05 -0.000386286 -2.33819e-05 0.000517116 0.00038615 0.000915499 -1.94196e-05 -0.000984473 -0.000316039 -0.00142919 0.000348226 -0.00053488 0.00121932 0.000641645 0.0004974 0.000609598 0.000303336 -0.000968248 0.00151819 -0.00237834 0.000605605 0.00079028 -0.00035773 0.00129589 0.00173684 -5.91834e-05 -2.49882e-05
internal_weight=274.006 96.826 177.18 83.3703 31.7489 26.8563 93.8095 51.6214 22.3934 29.2279 8.58936 22.3544 6.09504 75.6215 10.928 18.188 11.2087 64.6935 59.5613 41.1831 7.90949 14.9866 4.89258 33.2737 29.4527 5.41272 18.3782 12.9913 93.4726 92.1933
internal_count=2900 1789 1111 588 290 218 523 298 97 201 50 202 78 437 85 86 59 352 326 251 53 58 72 198 171 45 75 51 1592 1447
is_linear=0
shrinkage=0.00233427


Tree=429
num_leaves=31
num_cat=0
split_feature=6 6 0 10 7 0 16 4 19 6 8 9 6 16 7 15 10 7 17 16 16 12 9 3 19 13 16 9 6 6
split_gain=2.86471 2.81638 2.04648 2.02525 2.57147 2.08227 1.84055 2.88106 2.77731 2.25575 2.13067 2.44911 1.71012 2.95159 2.77688 2.16671 1.77085 1.651 2.3915 1.76768 1.62312 1.5081 1.43708 1.61087 1.33556 1.46153 1.63776 1.43263 1.43029 2.44834
threshold=13.075305502400001 12.380289263450001 85.716110573100011 62.00390986255001 19.468732114900003 85.678472159250006 11.934972090850001 398.10712430820007 12.050972309250001 5.1551204485500008 7.7439566930000003 217.83997408180002 11.125259939900001 13.534968349350001 26.626668929150004 16.757571343250003 80.909147435850016 22.580174331950005 189.37128582595003 22.714946882600003 17.844958270700005 98.870599058600007 34.331904962550006 68.827216597650008 13.351077205700003 116.43981008785001 18.714956236300004 68.670253264700008 16.525386113000007 16.625388449550005
decision_type=2 2 2 2 2 2 2 2 2 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 24 -5 -6 7 22 12 -10 -11 -12 14 15 16 -14 -8 18 21 -19 -13 -4 23 -1 25 26 27 -2 -26 -30
right_child=2 -3 17 4 5 -7 8 -9 9 10 11 20 13 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.0023052935747766993 0.00057691616521335484 -0.0019841775881425674 -0.00068981995912288565 0.0021161880659188448 -0.0026205747389923873 -7.3705721364237766e-05 -0.00081272880743457295 0.00029159881804215556 -0.0023155605628773575 0.0002749871392895973 -0.0027115245688243603 -0.0017711721424949001 0.0016635899846743603 0.0022590120388580395 -0.0018000159329610635 -0.0015754554054597549 0.0014644518634030924 0.00027046745433897664 0.0021042879785251158 0.0017533250051044653 0.0010147077684885823 0.00093356355268048438 -0.0023565321130516177 0.0011049498816664912 -0.00051663127159014592 -0.0030670579668580331 0.002249805948078477 -0.002333465641678648 0.0014420615702457897 -3.3093383989693608e-05
leaf_weight=1.1710996194742604 1.4343041209504002 4.1467096051201215 3.843128181993964 0.9793812520802011 4.0830285036936402 2.4308346398174763 2.3682071561925131 6.2366643315181136 2.6137473527342108 15.457552244886758 2.888301007449626 1.6522517539560793 1.7530520930886253 6.1748858988285065 2.7892790525220335 2.2236798545345664 5.1368251973763108 152.80912977922708 6.15016059949994 3.9134774394333354 2.4865846801549196 9.2629345431923849 5.2090871736872941 1.4989676373079417 8.5970097528770584 1.1895989212207494 0.91281745210289944 1.8233681754209099 8.6087275324389356 14.066263208631424
leaf_count=109 14 76 20 5 128 17 37 150 139 145 60 30 8 27 79 38 45 985 23 17 17 52 243 25 75 28 4 106 44 154
internal_value=0.000158441 -0.000248018 0.000276271 -0.000143259 -0.00117526 -0.00167014 -0.000127346 -0.000814705 8.5691e-05 -0.000399891 -0.000177202 -0.00117188 0.000681767 0.00131626 5.60675e-05 -0.000147596 0.000745889 0.000381464 0.000983484 0.000307495 -9.74345e-05 0.000457534 -0.00169039 -0.000390793 6.78403e-05 -0.000936962 -0.000329369 -0.00105207 0.000240066 0.00052696
internal_weight=283.911 63.8069 220.104 44.1253 7.49324 6.51386 59.6602 14.1158 45.5444 25.0984 22.4847 7.02714 20.4459 10.1516 10.2943 3.97673 7.50503 175.979 19.2562 156.723 4.13884 13.1061 7.87915 2.67007 36.6321 5.36009 4.17049 3.25767 31.272 22.675
internal_count=2900 1228 1672 575 150 145 1152 527 625 391 252 107 234 73 161 46 82 1097 95 1002 47 72 377 134 425 152 124 120 273 198
is_linear=0
shrinkage=0.00217865


Tree=430
num_leaves=31
num_cat=0
split_feature=6 6 10 7 19 6 6 0 19 16 10 10 13 10 10 0 12 8 0 15 5 9 2 10 10 0 13 5 5 17
split_gain=0.456085 1.47238 1.07598 0.70346 0.648529 0.621947 1.33836 1.1179 1.02555 1.89576 0.877978 1.40432 1.75617 1.40895 1.33182 1.56551 1.59427 1.30799 1.30409 3.12693 1.97774 1.30079 1.31018 0.97511 2.28776 2.18889 2.12404 2.83984 1.6824 1.57225
threshold=13.075305502400001 12.380289263450001 64.221887820150016 29.973557588500004 13.351077205700003 13.775321858200002 13.705320222600003 97.835679825150024 10.550851274900003 15.379964034950001 75.465019721650009 71.090898343450007 107.97116697695002 72.953999827850012 70.865067860500019 94.047642319350018 137.45408896190003 7.943800736700001 93.262612545250008 30.046989284200006 18.152162791050003 206.36238950785003 178.89104431090001 66.318885161900013 66.697957758300021 92.031298721500022 113.85351336640001 23.234643166550004 21.324133279950001 212.33270692945004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 8 10 -2 -10 11 14 13 -13 15 18 -17 -14 20 -20 -7 -18 -23 26 -25 28 27 -22 -26 -28
right_child=5 4 3 -5 -6 7 -8 -9 9 -11 -12 12 17 -15 -16 16 21 -19 19 -21 23 22 -24 24 25 -27 29 -29 -30 -31
leaf_value=-0.042479797911230542 0.02279941794694091 -0.031075346846771643 0.00048298369359145389 -0.029363487275112558 0.001664353997053039 -0.025307227596429754 0.023798726133790644 -0.018875055966892231 -0.032319102403425747 0.0049257270642489555 0.013982486821166392 0.012654923441894001 0.0043924196758966562 -0.012378119832033676 0.022671048656160792 -0.041076687238037778 0.0082836582106578377 -0.032780632204638366 0.024945373852670774 -0.0098815518082716498 -0.0406060123072556 0.0060009021095409794 -0.04266286038374411 0.023290659149883139 -0.038867173123954289 0.012744121728855123 0.0011335547334634119 -0.00014259241772660003 0.0013771799806785447 0.025295151613527505
leaf_weight=0.49365593725815315 1.5244246260263006 1.9490797498729073 36.222819014132256 0.65536308934679155 0.66027425602078427 2.2711204960942259 3.0980915166437617 2.3021094766445449 1.4254047190770505 5.0995968584902585 4.2391828363761297 3.5167196074035001 1.0239749383181331 3.8275342702399939 2.402247574646025 1.3093288429081429 2.5069065922871232 3.1305282362736762 5.7865559458732587 3.299935239367187 2.3143512732349327 0.75299106258898962 1.1244346000021321 5.3487332388758642 1.6446742028929295 4.1693479642271996 99.711250335152727 3.6338383923284709 1.745351815014146 2.2448060996830455
leaf_count=7 14 69 980 165 7 18 24 36 43 59 30 38 14 33 14 19 24 67 27 31 42 8 34 31 21 21 870 121 19 14
internal_value=0.000687261 -0.00205568 -0.000607921 -4.74187e-05 -0.0227909 0.00133444 0.00785269 0.000875436 0.00171533 -0.00321051 0.00116689 0.000808916 -0.00878328 -0.000391307 0.00159527 0.00122803 -0.0134306 -0.0236185 0.0018595 0.0122973 0.00108894 -0.00517447 -0.023145 0.00158515 0.00900132 -0.00110928 0.00069799 -0.0158863 -0.0181474 0.00166553
internal_weight=209.435 39.9812 37.3718 36.8782 2.60935 169.453 11.1475 158.306 8.04943 6.525 156.004 151.765 11.4988 7.34425 140.266 137.864 5.69366 4.1545 132.17 9.08649 123.083 4.38433 1.87743 120.812 12.9081 7.55937 107.904 5.94819 3.39003 101.956
internal_count=2900 1228 1152 1145 76 1672 140 1532 116 102 1496 1466 152 71 1314 1300 85 81 1215 58 1157 66 42 1139 92 61 1047 163 40 884
is_linear=0
shrinkage=0.0285509


Tree=431
num_leaves=31
num_cat=0
split_feature=6 6 3 0 5 10 0 15 15 5 0 3 2 9 6 2 8 8 16 9 16 10 3 16 10 7 16 7 9 16
split_gain=1.77019 2.45313 1.56871 1.56845 1.50294 1.77577 2.69751 3.29912 2.21104 2.60303 1.7861 2.11183 2.01546 1.89825 2.6629 2.97231 2.45312 2.19773 1.78593 2.05586 1.92682 3.20701 4.11602 3.90113 2.69897 4.10997 2.59914 2.35869 1.63927 2.88333
threshold=13.665319288000001 13.775321858200002 108.48197402175002 97.835679825150024 16.222050829800004 70.182199495350019 96.055920542800024 23.969938375100003 29.049007317550004 18.152162791050003 87.181320254150009 92.751805500450018 317.41815758785003 66.290220196950017 16.355382140900002 250.56088660660001 5.9453602998000008 8.4434108459500017 22.654947022900004 188.53841931785004 19.214955067100004 66.697957758300021 89.227236891450005 19.974953289850003 65.461267018300006 23.856905110850004 19.774953757550005 24.785467646950003 202.80137809380003 22.514947350300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 10 8 -8 9 -7 11 -6 13 -13 15 17 -16 -15 19 -12 -21 22 -22 26 25 -24 -23 -27 29 -18
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 18 12 -14 14 16 -17 28 -19 -20 20 21 23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00017555096464761538 0.0017765903155872152 0.0021230303391224642 -0.0015999011835875288 -0.0015062365161218054 -0.0016093769092970858 -0.0014880991689948573 -0.0012416504726215345 0.0014145404129328441 -0.0022568345693234505 0.0014907813279886357 0.0020026397442876025 0.0016432579051082943 -0.0018796785403124153 -0.0034139770837868918 -0.0018225154552001367 0.0013451772461778597 0.0024349207651229356 7.3282004301994424e-05 0.0020276945375590589 0.0013153098786259261 0.001934523426059451 -0.001361313533757062 0.0016886724534706219 -0.0030914913566084906 -0.0014310122465807135 -0.0019766963324827878 0.0013355602394020812 0.00065513142504449319 -0.000376384671531243 0.00041158922127837536
leaf_weight=66.033976721810177 6.0326231047511092 2.4963549748063079 2.6411522065754971 2.8457224434241644 3.7651249757036558 3.9428355246782321 4.133887615054844 7.5413939626887441 5.4977566835004836 2.9123909887857735 5.0288378084078422 5.4384182412177315 2.5503723053261629 3.1747222398407748 2.9729842157103112 1.7797981514595447 4.3145353738218537 1.5289871171116827 5.0302814096212378 10.569552555680273 9.0110588297247904 4.0906217908486706 8.2019941806793266 3.3101257197558871 5.513938955962657 4.1183021068572989 4.0720850974321365 3.6840906664729118 13.205106099136172 59.283961734967306
leaf_count=1334 34 11 127 36 26 43 27 43 123 22 30 23 42 68 97 13 15 15 28 47 44 32 31 37 29 25 14 16 126 342
internal_value=0.00016341 0.000276062 0.000229077 0.000254499 0.000281269 0.000256373 -0.00034952 0.000474058 -0.00112792 -0.000222544 0.000346998 0.000145579 0.000215687 0.000273965 0.000187635 -0.00128514 0.000307329 -0.00228041 0.000662209 0.000542961 0.000403333 0.00017384 0.000578623 -0.000903293 1.08233e-05 0.000507574 -1.59388e-05 -0.000734014 0.000389773 0.000548852
internal_weight=264.723 198.689 192.656 190.015 187.17 184.673 24.0283 11.6753 12.353 6.85523 160.645 98.014 94.2489 91.6985 86.2601 6.48351 79.7766 4.70371 62.6309 57.6006 52.5718 42.0022 30.5294 11.4728 21.5183 16.0044 8.16271 7.80239 76.8036 63.5985
internal_count=2900 1566 1532 1405 1369 1358 258 70 188 65 1100 767 741 699 676 96 580 83 333 305 275 228 145 83 101 72 46 41 483 357
is_linear=0
shrinkage=0.00238964


Tree=432
num_leaves=31
num_cat=0
split_feature=19 3 18 2 12 6 5 3 6 4 15 6 16 16 6 16 18 5 16 19 13 13 13 17 17 16 3 6 6 13
split_gain=0.438994 0.793432 0.702509 0.585922 2.15145 0.751012 1.63627 1.9499 1.29737 0.935623 0.883937 1.77547 1.56645 3.04806 1.19765 1.12861 1.48295 1.38416 2.01249 1.71062 1.13513 2.38236 2.00961 1.8637 4.44032 1.86045 1.42783 0.976019 1.96684 2.28536
threshold=14.651182102100002 92.913112988300014 13.373311100250001 50.734033752200013 78.909246879600019 16.705390318750002 23.721757872050002 101.23926781830001 22.585527707250005 159.66984649465005 45.169600924000008 16.505385645700006 22.674946976100003 22.614947116400003 16.415383542800004 22.624947093000003 13.5308213324 23.052327720550004 22.674946976100003 14.351157895250003 117.38883580790001 117.47217800995001 117.30011668960002 191.06791329340004 194.94351320275004 22.604947139800004 93.017962855400015 16.575387281250006 16.405383309150004 116.55003687120002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 10 -7 -8 9 -9 15 12 13 14 -12 20 17 18 19 -17 22 -22 27 25 -25 -23 -26 28 -6 -30
right_child=1 2 -4 4 5 6 7 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 21 23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.01230853860958497 0.024400563598600128 0.012758055617881016 -0.011230474714110142 -0.040632953380737247 0.0013442122236116984 -0.029772776504995688 0.015637620652436589 0.016402793927459313 0.025841835408589545 -0.041290360677490763 -0.017750049742960298 -0.044078809664199567 0.026302988263753036 -0.046060505871146566 0.0195242351051702 -0.013717204348606611 0.02036011775954143 0.018605637418941327 -0.024333491835951914 0.013920154409397055 -0.032083628564382231 0.020121537214258751 0.030944819622432649 -0.04721037378787684 -0.01286056097681032 -0.0092707317985147759 0.019454655000355151 0.020063664820459196 -0.054651333477086804 0.0017603734810186288
leaf_weight=5.1031505402643225 2.7263195365667325 3.2443711049854755 2.8856434673070908 1.6035187733359624 106.57180045981659 3.2000420647673291 4.3962183080147952 0.42094151745550412 0.60396680235862721 2.1365115917287767 1.7350009974325056 1.5416420879773785 1.8164510033093391 2.0971556473523378 2.8495472664944828 4.1936428751796582 8.503274876624344 5.3417116459459058 3.8947947770357123 8.4413784109055978 3.8576349550858167 6.5851557059213537 2.8829380692914119 3.2122912025079113 3.4418612532317638 4.5595613233745098 3.4004777148365974 3.276961193419992 1.7229855596087866 1.8773455293849108
leaf_count=34 13 25 23 23 1913 37 47 11 3 177 31 40 20 47 27 28 54 29 24 40 26 37 15 27 23 29 17 37 25 18
internal_value=0.000820563 0.00852593 0.00146569 0.000478103 0.000167169 0.000506924 -0.00857367 0.000402412 -0.0207834 -0.0317944 0.00104424 -0.00915684 -0.00282168 -0.0107394 0.00541796 0.00164051 0.00782622 0.00295326 -0.00210491 0.00474714 0.000311621 -0.00651701 0.00178245 -0.00186466 -0.0129058 0.00809648 0.00319932 0.00104139 0.000475587 -0.0252362
internal_weight=208.124 8.85633 6.13001 199.268 194.165 192.561 10.7577 7.55764 3.16142 2.55745 181.804 10.0398 8.49815 6.6817 4.58455 171.764 30.3748 21.8715 16.5298 12.635 141.389 25.057 116.332 21.1993 10.0546 11.1447 6.84234 113.449 110.172 3.60033
internal_count=2900 61 48 2839 2805 2782 275 238 191 188 2507 165 125 105 58 2342 175 121 92 68 2167 159 2008 133 67 66 40 1993 1956 43
is_linear=0
shrinkage=0.0353699


Tree=433
num_leaves=31
num_cat=0
split_feature=16 19 10 12 17 3 2 6 7 17 3 0 6 2 9 8 8 9 6 10 5 10 16 15 16 6 6 0 18 5
split_gain=1.36167 2.28022 2.1558 1.35237 1.33035 0.925022 1.24562 1.33918 0.94168 1.5882 1.42574 1.12945 1.54951 2.00269 1.13135 1.98981 2.09531 1.21506 1.06614 2.37592 1.01393 2.02611 1.2318 1.15928 1.86946 1.70149 2.45034 3.03858 1.27636 1.11868
threshold=11.934972090850001 10.650859343850001 90.740838818900016 176.04981466085005 237.45530840880002 108.42013948475001 170.32456123625002 16.950396043250006 26.752366550650006 242.64190980425005 75.456954347300012 105.70748523110002 10.715250360100002 197.03438354685002 66.290220196950017 4.9461400813500012 7.3442686056500008 75.115715165350011 2.7550643716500001 72.496961945650014 30.133297129900004 60.474177186300004 23.314945479550005 44.920183738100008 22.674946976100003 16.505385645700006 16.285380505300001 85.775256651950016 13.482409244300003 23.151456684850004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 -7 11 10 -10 12 13 18 -14 17 -17 -16 -2 -20 21 22 -18 29 25 26 -25 -28 -26 -23
right_child=5 4 -4 -5 -6 6 -8 -9 9 -11 -12 -13 14 -15 15 16 20 -19 19 -21 -22 23 -24 24 28 -27 27 -29 -30 -31
leaf_value=-0.0029531020178500101 0.0027076076648345848 -0.0031055817203975884 -0.0029546396654672683 0.0010681906272108418 0.00046077649551299883 0.0017032329944841244 -0.0035124532384985057 -0.0029920306148434454 -0.0031028160773181228 0.0013874087525938971 -0.00045919859377757498 0.0016847084523121246 0.0013418043292965007 -0.002604814684444894 -0.00035817188269212193 0.0028337892343232459 -0.0035822080591203726 -0.0030757036389441237 0.00067681079966940526 -0.0031077404191962098 0.0018928416441748956 0.00029293501083711113 -1.1298133454919651e-05 -0.0031668658769580674 -0.00033490296905210493 -0.0036525356419311373 -0.0033317417503556214 0.0011742624082732506 0.0026023929323910765 0.0010832149285342559
leaf_weight=0.75105785136110892 1.0465101394802312 3.699106123764067 1.5657381968339894 7.5007526357658207 1.1100867358036337 1.4176712776534257 1.2545746349496765 0.76265989511739452 2.2516504377126676 2.6315098982304326 6.3956802575848997 4.6417145379818967 8.423886211588977 3.4020190665032715 3.5346025493927291 2.6733996197581282 1.7758039217442267 2.1662779678590596 4.7856136662885547 1.8885368329938499 3.1548627088777712 151.19292603991926 1.4184961244463918 2.2959781317040342 2.552572355605661 1.7542721796780814 1.5511546563357113 5.751256856136024 2.292028896510601 16.18756400514394
leaf_count=64 6 176 238 99 32 22 46 69 99 25 87 50 60 100 60 11 33 97 45 96 15 1072 13 26 31 34 50 39 10 95
internal_value=0.000175487 -0.000670572 0.00011898 0.000702183 -0.00228237 0.000227657 -0.00124426 6.08727e-05 0.000249285 -0.000556118 -0.00114756 0.000290114 0.000260399 -0.000778429 0.000316293 0.000272729 0.000321968 -0.00139081 2.63464e-05 -0.000394077 0.000286612 0.000259481 -0.00199647 0.000298735 -0.000431138 -0.00106523 -0.000592351 0.000217112 0.00105476 0.000369364
internal_weight=251.83 14.6267 9.81755 8.25181 4.80919 237.203 3.43491 2.18033 233.768 11.2788 8.64733 222.489 217.848 11.1227 206.725 198.301 192.6 5.70088 7.72066 6.67415 189.927 186.772 3.1943 183.578 16.1973 11.3527 9.59839 7.30241 4.8446 167.38
internal_count=2900 609 401 163 208 2291 137 91 2154 211 186 1943 1893 247 1646 1586 1429 157 147 141 1418 1403 46 1357 190 149 115 89 41 1167
is_linear=0
shrinkage=0.00285714


Tree=434
num_leaves=31
num_cat=0
split_feature=6 16 19 0 16 7 18 7 2 8 5 7 15 7 6 17 13 7 6 13 16 19 3 6 2 18 6 0 17 7
split_gain=0.455281 0.714428 0.666367 0.615676 1.33843 1.08855 0.990227 0.868593 1.01962 0.966866 1.10746 0.957066 0.90896 0.859592 0.667264 0.694466 0.599433 1.01675 0.696068 0.693502 0.928523 1.50201 2.03708 0.963826 0.867228 0.811998 1.61765 1.10485 2.6733 2.04694
threshold=10.715250360100002 19.774953757550005 9.4507625164000029 103.82556453975 17.614958808600004 22.689595575850003 14.255915995100002 27.952168727600004 146.11720701395004 1.7486353823000003 5.2595069053500012 22.227765484150002 6.4443874091500009 21.725272673150005 8.5201990730500015 180.67147619190004 95.870416931800023 21.061418062900003 11.175261108200003 96.429616222950017 13.534968349350001 11.850956171350001 79.47351079420001 12.315287744750002 72.843776848050013 15.269763541350001 13.315311110100001 93.972365491700018 192.00356210945003 24.976928324600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 8 -5 10 -10 -12 -9 -4 15 -14 17 -2 -18 -20 -21 23 24 -22 -23 26 -24 -28 -29 -30
right_child=16 -3 3 7 -6 -7 -8 12 9 -11 11 -13 14 -15 -16 -17 18 -19 19 20 21 22 25 -25 -26 -27 27 28 29 -31
leaf_value=-0.030416086151978515 0.0085149554470919358 -0.033537977303349405 -0.033404319024554152 -0.019029830121475223 0.00615068507347991 -0.031177381049484972 0.017807130390696174 0.022205905846522239 0.011634267198944873 0.020955654225276048 0.03022097177919084 -0.031297884107049867 0.013885884113271844 0.0056715562507522223 0.010175657382245483 -0.03025399208154245 0.014376513652600143 -0.03084417177539819 0.018605275074698873 -0.013203254188146716 0.031085186525357376 0.0032405729103101555 -0.024795134449333234 0.002986134025177264 -0.029875786209982862 0.0072070416896890593 0.0018226464240488124 0.0021353649169237828 -0.036387215594598191 -0.0024114128770521253
leaf_weight=0.67966807077755831 0.96167080558370743 0.62573550082743068 1.1208393082488348 1.0781083030160505 3.6636270605958998 2.3386857921723276 1.0365554317831991 0.61696458281949107 2.7548093281220627 3.9636528478004038 0.2574978619813918 1.1324808490462599 0.34914457320701409 0.80064209969714273 0.62110771378502239 1.9320076190633697 3.3146847477182737 1.2551712391432372 1.8486754866316903 3.8045088893268248 2.2479817010462275 0.88636866956949178 2.062066448852419 1.8429651889018712 2.5243710521608591 16.866424342850223 128.7611588264117 11.738674862543123 3.3634491320699444 2.6146706984145567
leaf_count=174 19 13 33 69 43 140 26 13 53 54 2 66 8 15 19 177 30 84 21 111 14 14 48 34 58 186 1157 107 65 47
internal_value=0.000639828 -0.00318354 -0.00233354 -0.00145259 -0.00723434 -0.0164925 -0.00488226 0.0026248 0.00728592 0.0107849 0.00105862 -0.0199013 -0.00954254 -0.0171222 -0.0162916 -0.0234981 0.00111692 -0.0137701 0.00129837 0.0010556 0.000872002 0.0011817 0.000763805 0.0184266 -0.0212696 0.00121814 0.000538115 0.000894748 -0.00584898 -0.0215271
internal_weight=207.064 22.9715 22.3458 21.6661 8.96035 5.29672 2.95804 12.7058 9.18655 8.10844 4.14479 1.38998 3.51922 1.92148 2.90226 2.28115 184.093 2.21684 181.876 178.561 176.713 172.908 168.817 4.09095 3.41074 165.406 148.54 146.478 17.7168 5.97812
internal_count=2900 905 892 718 257 214 74 461 244 175 121 68 217 48 204 185 1995 103 1892 1862 1841 1730 1682 48 72 1610 1424 1376 219 112
is_linear=0
shrinkage=0.0288028


Tree=435
num_leaves=31
num_cat=0
split_feature=9 13 3 18 0 15 7 16 16 2 13 10 8 5 10 0 18 6 9 7 16 12 10 5 15 0 16 7 5 15
split_gain=0.403694 1.21299 1.45287 0.762866 0.777245 0.691449 0.77838 0.645968 1.24926 1.12534 0.688625 0.68034 1.69039 1.11171 1.03948 1.01668 1.22193 1.05304 1.6106 1.09319 0.892143 2.32752 2.32103 1.64439 1.9765 1.56323 1.38297 2.07767 1.36727 1.15738
threshold=37.256168974800005 96.209162656250015 66.676450093250011 16.511813275700003 110.74296730945001 10.643873581000001 20.234873028950002 9.6249774926000011 11.934972090850001 313.37633693555006 89.141206231250024 81.524804347700012 7.1444245619500011 10.399809962700003 80.288113607700012 98.615332683000005 17.166139419800004 11.495268585100002 188.53841931785004 25.967949918250003 15.919962772200003 211.56805207830004 72.953999827850012 16.579584939650001 24.200063469100005 97.32487278035002 17.844958270700005 20.086029836750004 23.234643166550004 28.566186095050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -2 -7 9 -9 -10 14 13 -13 15 20 17 -17 -19 -20 21 23 25 -12 28 26 27 -22 -25 -28
right_child=5 -3 3 4 -6 7 -8 8 10 -11 11 12 -14 -15 -16 16 -18 18 19 -21 22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.033661316884536899 0.029113425758973618 -0.03672052350988559 0.015254407684659514 -0.03484633855508576 0.015084343981961958 0.016053119101815762 -0.034608066708719555 -0.03395162522417311 0.026718557541398701 0.0073629283855638763 0.010750044917369745 -0.023000007143100101 -0.036762856263152927 0.021227524238728389 0.016748335543315344 -0.036021722697038211 0.0095274485267504878 0.037566825388042832 -0.035867723308018018 -0.0031976036647317113 0.0069416668061381293 0.023881906982698861 -0.029128059987564989 -0.040890579046878733 0.014943803174103461 0.029432046976432841 0.009115691345415811 -0.037510654068528465 0.0037501385918287233 0.00032314256347001598
leaf_weight=1.1410763498861332 0.24769028648733993 1.1921603293158112 3.3676464264281094 0.76891476986929752 0.56750213634222746 2.9697296438971525 1.059884525631787 1.9999877156224095 1.0988694862462569 1.0545854526571927 6.2293457752093691 0.94436603155918364 1.7010384197346864 1.6100352597422896 4.463158748112618 1.9960890531074236 2.6904203025624156 0.69272879511117924 1.7099908967502413 2.8782463101670146 2.0497983137611291 6.4634494443889698 2.6797009832225731 2.4632949620718141 1.6725365687161682 2.0346626397222272 17.916259705089033 2.3795692371204495 1.0145274633541701 125.58351054997183
leaf_count=197 2 67 69 51 12 78 121 178 13 15 49 40 73 20 54 53 33 3 60 50 91 56 88 46 8 11 203 67 47 1045
internal_value=0.000646815 -0.00696985 -0.000901971 0.00704454 -0.0136435 0.000918069 -0.0225375 0.00107431 0.000844219 -0.0196879 0.00117384 0.00102545 -0.0117681 0.00487654 0.00131986 0.000938274 -0.00910793 -0.0159977 -0.00842902 -0.0153734 0.00152562 0.00837287 0.00072522 -0.000435963 -0.0139654 0.00125867 0.000871162 -0.0169393 -0.0278683 0.00142091
internal_weight=204.641 7.0373 5.84514 4.70406 1.33642 197.603 1.30757 196.296 193.326 3.05457 190.272 189.173 4.25544 2.5544 184.917 180.454 9.96748 7.27706 5.28097 4.58824 170.487 17.8432 152.644 11.3797 5.15036 149.964 147.929 4.42937 3.47782 143.5
internal_count=2900 396 329 132 63 2504 123 2381 2303 193 2110 2097 133 60 1964 1910 199 166 113 110 1711 206 1505 150 101 1417 1406 158 93 1248
is_linear=0
shrinkage=0.0323624


Tree=436
num_leaves=31
num_cat=0
split_feature=6 6 0 0 10 0 15 0 9 9 15 0 16 10 16 3 19 5 10 2 2 16 0 17 17 18 2 7 15 7
split_gain=2.23751 3.21963 1.93933 1.48526 2.2898 2.00475 1.713 2.39525 2.69661 3.0367 2.86646 4.41264 1.86369 3.19712 4.63859 4.54982 3.16125 1.65125 1.39192 1.82031 2.82368 2.42656 4.8144 4.01661 3.13222 2.28726 2.58241 2.19877 1.6173 1.27464
threshold=13.665319288000001 13.775321858200002 97.835679825150024 85.716110573100011 62.00390986255001 85.678472159250006 20.609775022200004 93.972365491700018 206.50942114985003 214.22994816675003 29.049007317550004 96.249489528150022 19.214955067100004 66.697957758300021 19.974953289850003 89.227236891450005 13.851117550450002 19.221712148250003 65.630639880500027 116.16618105335002 136.00952513250002 22.604947139800004 86.280686780500005 195.76335783930003 202.56512036810003 13.583580954200002 188.72314814045004 23.124786352450005 44.34858359035001 29.973557588500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 -2 3 4 -3 -6 -5 12 10 -10 -9 -12 17 15 16 -14 -15 -8 19 -17 -21 23 25 27 -25 26 -23 -22 -24 -1
right_child=1 2 -4 6 5 -7 7 8 9 -11 11 -13 13 14 -16 18 -18 -19 -20 20 21 22 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014709804316227889 0.0019282734708085216 0.0001114440297332761 -0.0017000519055412327 0.0019550599176284579 -0.0024208123525013936 0.00031360733671341001 0.0022364167009006936 0.00078103124934380858 -0.0030453245292718974 1.8195475041374629e-06 -0.002318184067985072 0.0022620415294477476 0.002075821417318002 -0.0011947880691993611 -0.0030646231509431957 0.00094562504871517324 0.0017527616380693992 0.00032833434199683868 -0.000924345036008622 -0.0017438955007237705 -0.00039978112138007292 -0.00016726930525228073 0.0018054410384994316 -0.0025624011287403601 -0.0001077594984544179 0.0012112041119086813 -0.0030262630921568836 0.0016175957889469144 0.00019736932427166724 -0.0024494269225104589
leaf_weight=70.199414526927285 6.4777612648904315 33.70069277274888 2.8183606434613457 3.7179460301995269 4.0796327556017777 2.3424026221036911 5.9851187318563444 13.086478363722568 3.6459938087500623 3.6144391889683902 4.6333982767537227 1.5605212822556493 9.4878266826271993 4.2938532624393684 3.466625351458787 26.017051700502634 3.8122463747859001 4.3439665213227272 4.4512994661927214 3.8853485211729994 5.4118261942639965 4.8425697134807724 15.667727552354338 5.2710933573544008 6.3735272344201803 3.0561749041080475 2.7485910165123641 6.7233959473669529 4.458859233185648 1.3604020751081396
leaf_count=1169 34 422 36 29 130 17 27 67 67 41 80 6 42 29 37 109 13 25 22 24 35 31 66 36 38 14 38 26 25 165
internal_value=0.000166622 0.000294547 0.000239854 0.000268527 -0.00013423 -0.00142345 0.000375861 0.000335876 -0.000304693 -0.00152837 0.000156109 -0.00116422 0.000477203 0.000387337 -0.000783928 0.000525095 0.000191426 0.00143396 0.000359608 0.000427279 0.000196512 0.000334708 0.000771461 -0.000230501 -0.00121889 -0.000509641 -0.00120245 0.000717926 0.00144919 -0.000190867
internal_weight=271.535 199.975 193.497 190.679 40.1227 6.42204 150.556 146.838 26.5408 7.26043 19.2804 6.19392 120.297 109.968 11.5727 98.3953 8.1061 10.3291 88.9075 84.4562 58.4391 54.5538 30.7739 23.7798 11.6446 10.6473 7.59116 12.1352 20.1266 71.5598
internal_count=2900 1566 1532 1496 569 147 927 898 261 108 153 86 637 585 79 506 42 52 464 442 333 309 174 135 74 83 69 61 91 1334
is_linear=0
shrinkage=0.00235581


Tree=437
num_leaves=31
num_cat=0
split_feature=3 5 7 3 5 9 2 16 15 3 7 0 7 19 6 10 5 19 6 10 2 19 3 10 0 0 3 18 3 19
split_gain=0.394631 1.77744 1.14816 0.936337 1.81222 1.53968 2.86395 0.965985 1.79412 1.13222 2.66755 2.11726 1.0192 1.16771 1.30157 1.09644 0.87043 1.28985 0.810274 1.63954 0.897729 1.21622 0.714772 0.681244 1.02207 1.00323 1.29194 1.31823 1.34734 1.42865
threshold=103.44111502715002 29.040033326300005 19.874819532250005 94.92945658615001 30.133297129900004 186.67271206880002 122.26439358135001 22.704946905950003 42.133814420300006 93.964300117300013 22.509653697550004 85.447264760050004 22.580174331950005 14.451165964200003 16.555386813950005 61.885617704800005 30.690160697650004 13.351077205700003 13.855323727400002 67.649671936450019 234.61110956795002 12.851036860900001 93.620177476600006 61.944763783650011 85.775256651950016 85.807518149550006 93.58791597905001 13.064341268650002 93.308316333450009 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 -1 7 5 6 -5 9 -9 12 -11 -12 13 14 18 -14 -3 -18 19 -4 21 -21 -20 -17 -25 -26 27 -27 -29 -30
right_child=1 16 3 4 -6 -7 -8 8 -10 10 11 -13 15 -15 -16 23 17 -19 22 20 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.016689215603238172 -0.039132295043990718 0.018954817705372849 -0.040003270089702544 0.030130976491517563 0.014178437713981733 -0.045206209082480214 -0.052258110866860358 -0.0058608981936751859 0.028301126974854183 -0.054544729490546486 0.024913737085081579 -0.027802540281032281 -0.030217081113711363 0.021485161743859803 -0.024558117929509984 0.010903126284737061 -0.048081982025006582 0.0035980506291290308 0.024068583945281354 -0.02679291789438604 0.019686019668174286 0.012958288404037639 0.0036680851942357874 -0.024318106684151446 0.023883015626724555 0.023738185436661612 -0.024080509807653722 0.00049595035597816697 -0.030034744638000287 0.00028789626815380601
leaf_weight=5.4810977214947334 1.6446543149068009 2.2216926606488414 1.1511574457399643 1.2416328308172517 2.0904327444732189 2.2663937682518736 0.87213251285720605 3.3516796268522731 4.2128591127693653 1.5120764051098365 1.9852307009277868 1.7322881999425588 1.4567744325613592 5.6451321803033343 1.8271325379610051 6.8366560395807019 0.78906633309088681 2.2829153437633067 4.2318375166505557 1.8038375704782086 2.8777360836975276 1.9392865253612397 4.1112957689911127 2.1295121368020764 2.1043995339423409 2.8100413065403691 2.7322866562753907 122.45920996030327 3.7240670975297681 3.8236998450011015
leaf_count=65 116 50 37 24 14 69 37 23 26 32 25 33 14 28 11 36 43 39 29 77 36 26 23 34 9 16 39 1833 34 22
internal_value=0.000676516 -0.00749073 0.00096503 0.000513627 -0.0125151 -0.0252547 -0.00386249 0.000970662 0.0131647 0.000449207 -0.0155229 0.000349024 0.000935782 0.00766305 0.00331423 -0.000135817 0.00233976 -0.00967643 0.00647439 -0.00162109 0.00505235 -0.00619809 0.0140157 0.000163062 -0.000362223 8.3757e-06 -0.000362277 0.00012565 -0.000384725 -0.0146733
internal_weight=203.348 6.93833 196.41 190.929 6.47059 4.38016 2.11377 184.458 7.56454 176.894 5.2296 3.71752 171.664 23.5874 17.9423 148.077 5.29367 3.07198 16.1152 7.77202 6.62086 3.74312 8.34313 146.62 139.783 137.654 135.549 132.817 130.007 7.54777
internal_count=2900 248 2652 2587 144 130 61 2443 49 2394 90 58 2304 267 239 2037 132 82 228 176 139 103 52 2023 1987 1953 1944 1905 1889 56
is_linear=0
shrinkage=0.0348455


Tree=438
num_leaves=31
num_cat=0
split_feature=13 0 15 13 6 7 19 18 3 9 14 4 13 15 5 7 17 5 4 14 6 12 4 8 17 5 2 12 17 15
split_gain=2.50343 2.50256 2.07588 2.00279 2.23816 2.05846 1.66255 2.06806 2.61785 2.12432 1.83829 2.82652 1.75019 4.4121 2.52357 2.2936 1.8372 2.61555 1.59081 2.06422 2.92656 1.84238 1.70577 1.67524 1.55448 1.66576 1.71045 1.62609 1.48982 1.85804
threshold=109.57886493895002 87.181320254150009 36.168474401900006 115.63864956495001 16.355382140900002 20.940097048150005 14.351157895250003 13.3584252364 93.249170254600017 193.06224578400005 159.83069436635003 165.01827963435002 117.50443950750001 41.403124198950003 23.953129400350004 23.633329316050006 186.52991945525002 21.623222698850004 141.65724256140001 169.50964292540002 14.515339148550002 94.472960382900013 178.01822304010003 8.2435668022500028 166.83257850275001 12.294714844000003 325.75432260090003 254.30002952885002 193.01551328760004 40.896729687200008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 18 5 -5 -2 10 8 -8 -9 -6 -12 -13 16 -15 -16 17 -14 -1 20 23 -21 -23 -20 27 -26 -27 -24 29 -10
right_child=1 -3 -4 4 6 -7 7 9 28 -11 11 12 13 14 15 -17 -18 -19 19 21 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.002063043689209077 -0.00015470965704008935 0.00065057494179012701 -0.002418684069126981 -0.0011666060386998456 -0.0030973500088628762 -0.003162011967608353 0.0020752496298288739 -0.0017990941085456464 0.00079301708848935281 0.00019184129827085923 0.0022994431052606218 0.00046070470423118328 0.00084660150803665376 0.0010524455097686207 -0.0027227760150578466 0.00063828485223614334 -0.0032975168255522818 -0.0027096069626810649 -0.0013741717571871233 0.0020198830947043864 -0.003065673087070145 -0.0019839648851244234 -0.002323730186189601 0.0010539049164706945 -0.00042351817865253727 0.00027546076268385525 -0.0014392191286109884 0.00037179408855576374 0.0019010568448072198 -0.00032490808981639309
leaf_weight=1.5740104168653477 2.6859045401215544 61.591348420828581 1.7161986923310895 5.3551956261508158 0.93390573002398269 1.6716453023254869 5.7635965645313254 2.8411898948252228 17.441241986118264 16.60626500332728 2.1204645466059473 9.7533245040103811 1.7661484628915816 6.2086880020797235 1.9867949075996878 1.7103331042453644 2.8777508027851582 1.9924835055135188 2.7766569098457685 1.9798464532941569 2.4666641261428595 2.0285404198802999 2.5957508914871132 2.3966265134513378 25.593747307662852 68.399417458334938 2.7390606901608399 1.6616837964393196 3.1628349237143984 10.959320642985402
leaf_count=6 109 309 49 51 15 20 17 21 89 98 9 92 7 28 34 13 25 59 40 19 35 28 130 13 712 675 47 40 14 96
internal_value=0.000141223 0.000315949 -9.60521e-05 0.000100896 0.000168025 -0.00130837 0.000251012 0.000463558 0.000756666 -9.90258e-05 -0.000160137 -6.36042e-05 -0.00025416 -0.000675646 0.000223746 -0.00116791 -0.00201813 -0.00103858 -6.11512e-05 -9.08349e-05 -0.00115862 -1.31401e-05 -5.22116e-05 -0.000249317 -1.34092e-05 4.19698e-05 0.00020944 -0.00127166 0.000515887 0.000361628
internal_weight=273.357 157.428 115.928 95.8371 91.4795 4.35755 86.1243 56.7744 37.327 19.4475 29.3499 28.416 26.2955 16.5422 9.90582 3.69713 6.63638 3.75863 114.212 112.638 7.63995 104.998 103.018 5.17328 100.99 96.7322 71.1385 4.25743 31.5634 28.4006
internal_count=2900 1106 1794 797 668 129 617 335 216 119 282 267 258 166 75 47 91 66 1745 1739 88 1651 1632 53 1604 1434 722 170 199 185
is_linear=0
shrinkage=0.00212766


Tree=439
num_leaves=31
num_cat=0
split_feature=16 15 6 15 13 7 13 13 5 12 19 2 5 16 0 0 10 17 0 9 0 0 16 13 3 16 19 15 5 10
split_gain=2.71351 1.688 1.67775 1.54202 1.88966 1.9699 1.53577 2.72864 1.4446 1.65245 2.77355 1.99452 1.9845 2.4886 2.49106 2.15642 1.55454 1.44312 1.47047 1.32534 1.26885 4.47983 2.4491 3.70906 4.16914 4.09509 4.17208 2.28725 1.92483 1.655
threshold=18.594956516900002 32.540328261750005 15.675366252400002 46.574831689400007 117.61735474900001 23.539316666200005 108.61908538635001 107.97116697695002 11.848158554650002 202.12526968910001 12.651020723000002 323.30468295165002 16.579584939650001 15.474963812800002 85.737618238150006 97.483491810050012 71.666228383350017 180.19381692845005 103.82556453975 199.68228938305 96.249489528150022 94.047642319350018 19.214955067100004 112.82921081865001 89.227236891450005 19.974953289850003 13.851117550450002 27.122924609850003 19.915533535850003 65.630639880500027
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -5 -6 7 8 17 10 12 -11 15 14 -14 -10 -12 -1 -19 -18 21 22 28 25 -25 26 -24 -23 -2 -26
right_child=3 -3 -4 4 5 -7 -8 -9 9 11 16 -13 13 -15 -16 -17 19 18 -20 -21 -22 27 23 24 29 -27 -28 -29 -30 -31
leaf_value=-0.0025094138290811911 0.0021356466337576897 -0.0024972542864648973 -0.0018065733095596896 -0.0020208634999019101 -0.0014980727676811843 0.0012517093395227003 0.0012536418920045319 -0.002733342522898296 0.002439386564114973 0.00077188041542808057 0.0007511097034463936 -0.0014231973559230427 0.0013707383592368005 0.001068090908132476 -0.002988526584486621 0.0002639017916486849 -0.00057522834218543103 -0.001536877488408092 -2.0652606890375602e-05 -0.0024877942182857144 0.0014518713355546613 0.0010669599344453541 -0.0014735704337618168 0.0018702049106722441 0.00042148310901269368 -0.0029999251886029402 0.0017574776789074712 -0.0018651447145770102 0.0001816967699448902 -0.0010186403296968932
leaf_weight=1.8853184957988585 8.0338575243949872 1.6195224737748493 3.0102044378872952 3.1956683271564525 2.2979799387976527 3.7135190963745117 4.7707637306302777 2.1029263772070399 3.0625158995390001 24.7002416709438 1.7496613990515459 2.4821374891325823 0.92987719574011762 2.2999168839305639 3.0804342569317669 13.113039670512078 3.4311171779409033 4.5334119671024409 15.07359827775508 4.6494967006146908 6.1449019517749539 1.8331636562943439 4.7814595736563188 10.981009218841789 110.69083801517263 3.4618350602686396 3.9985236041247845 6.9286354184150696 4.174432677216827 4.5258757323026648
leaf_count=155 31 70 193 76 38 18 29 34 11 256 15 43 12 23 66 152 33 170 442 85 31 10 31 50 630 38 14 80 42 22
internal_value=0.000188205 -0.000135104 -9.30074e-05 0.00035932 -0.000570458 0.000200567 -3.43013e-05 -0.000108248 -4.0087e-05 0.000147281 -0.000209496 0.000571439 0.00024266 -0.000867611 -0.00197774 0.000675786 -0.00124376 -0.000558788 -0.000371225 -0.0016757 0.000411029 0.000370906 0.000465277 0.000376894 0.000495895 -0.000849853 -2.10723e-06 -0.00125168 0.00146752 0.000364913
internal_weight=267.256 92.4942 90.8747 174.762 9.20717 6.0115 87.8645 83.0937 80.9908 59.4984 32.3161 27.1824 22.4858 6.31023 4.01031 16.1756 9.83028 21.4923 19.607 8.08061 165.555 159.41 150.648 138.44 126.198 12.2418 8.77998 8.7618 12.2083 115.217
internal_count=2900 1789 1719 1111 132 56 1526 1497 1463 696 397 299 264 101 78 163 133 767 612 118 979 948 858 785 702 83 45 90 73 652
is_linear=0
shrinkage=0.00233427


Tree=440
num_leaves=31
num_cat=0
split_feature=16 6 0 16 4 10 17 4 6 0 10 17 6 6 18 16 17 15 18 15 18 15 9 19 4 17 13 10 12 8
split_gain=2.61676 2.04572 1.7816 2.74393 2.38924 3.69269 2.67109 2.32026 3.87379 2.18295 2.19189 2.32126 2.13048 2.59392 2.58783 3.07118 2.96306 4.11957 1.82696 1.7663 3.13853 2.22913 1.75473 1.57401 3.15289 2.67008 2.38534 2.34422 2.31668 2.41612
threshold=18.594956516900002 15.675366252400002 86.530713386650021 22.614947116400003 248.34582299520005 62.041548276350007 189.27091549140002 310.49012963040008 15.925372093750001 86.280686780500005 61.944763783650011 192.34053301495001 16.435384010100005 16.605387982250004 13.809421053700001 20.719951547750004 196.27545234990001 29.198705243000003 15.200392777800003 28.452330424200003 14.025183600500002 28.321365561200004 197.6620677562 12.851036860900001 225.05241822990004 194.94351320275004 98.238948544700023 76.919475570250015 216.11788648010003 1.3489472949000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 4 7 -2 9 -7 12 18 10 -6 -12 14 -14 22 16 17 -16 -9 21 -21 23 -4 26 -25 -26 28 -27 29 -1
right_child=2 -3 3 -5 5 6 -8 8 -10 -11 11 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.0002619257528582164 0.00034440422106180382 -0.0014689206767534266 0.00079269915732878206 0.0011336743593572652 6.7356138408878241e-05 0.00081265198679514501 -0.0026904234108334388 -0.0027641594457431928 0.00050278210736306951 0.0011858440865148182 -0.0026323303919448312 -0.00018333977136664634 -0.001579599139045371 0.00047340442018819015 0.0010320771755828325 -0.0012632801021100937 0.00083397011786783795 -0.0018214358529992948 -0.00026526034574664032 0.0010189920887310215 -0.0018625952090589337 0.0022254279084031191 0.0020927781901722686 -0.0018515421746450285 0.0012822140428332533 -0.0022591392018239172 0.00045591777753906055 1.7619758995899491e-05 0.00011293514624253279 -0.001634677370071965
leaf_weight=3.9435255466960353 51.169881895184517 4.0415913725737473 13.235122993588449 19.451460227370262 16.083830199204396 1.0756287113763381 3.7834299276582897 3.0454553514718992 6.1961444057524204 4.524989202618598 2.7856904705986372 3.1998140513896942 4.1227831393480283 5.5636024549603462 3.5156292580068103 4.3077543806284657 24.647971898317337 4.3621268160641193 1.7858918234705923 2.0771318431943646 4.8506562365218997 1.7439971938729275 5.7215103805065146 5.0282638254575458 4.114629136864095 2.4549550423398596 37.391450912225991 5.9757552524097264 21.335106943850406 7.4993007786106318
leaf_count=126 298 197 59 86 124 21 51 36 33 16 49 29 27 25 16 28 142 39 16 15 125 5 16 92 40 46 309 81 435 318
internal_value=0.000151553 -0.000101716 0.000294026 0.000475833 8.28819e-05 -0.000342575 -0.00191496 0.000308574 -0.000523831 -5.52838e-05 -0.000309759 -0.00132312 0.000448766 -0.000400408 0.000596202 0.000293126 0.000499258 -0.00054799 -0.00184045 -4.4404e-05 -0.00099862 2.94682e-05 0.00118509 -1.41791e-05 -0.000539161 -1.3149e-05 0.0001173 -0.000645354 -0.000268978 -0.000981054
internal_weight=279.035 100.456 178.579 95.9555 82.6233 31.4534 4.85906 76.504 11.0275 26.5943 22.0693 5.9855 65.4765 9.68639 55.7901 36.8335 32.5257 7.87776 4.83135 96.4148 6.92779 89.487 18.9566 87.743 17.5736 12.5453 70.1694 8.43071 32.7779 11.4428
internal_count=2900 1789 1111 523 588 290 72 437 85 218 202 78 352 52 300 225 197 55 52 1592 140 1452 75 1447 259 167 1188 127 879 444
is_linear=0
shrinkage=0.00196157


Tree=441
num_leaves=31
num_cat=0
split_feature=16 15 4 5 7 8 5 18 3 10 15 16 19 9 0 13 3 3 5 18 13 6 7 17 17 9 10 10 3 2
split_gain=1.17278 1.35124 1.29424 2.50783 2.53679 2.62418 2.37705 2.3366 1.49826 2.30859 3.16546 2.22271 2.51918 3.5842 1.90833 2.11084 2.17043 1.47944 1.4631 2.19952 1.8126 2.94478 1.5549 1.31145 3.0531 2.22273 2.18496 2.19331 2.00143 2.32061
threshold=18.594956516900002 32.540328261750005 309.48890441440005 21.377246852200006 23.124786352450005 8.6432548896500023 31.302824910800002 14.643918747750002 83.511574906150017 70.284360904350009 27.288673764350005 19.214955067100004 13.751109481500002 70.238863950400017 93.262612545250008 112.82921081865001 89.227236891450005 87.240466333050009 23.953129400350004 13.901940775400002 117.47217800995001 16.730390902950003 21.725272673150005 188.16174763880002 186.52991945525002 189.54401862130001 61.944763783650011 62.175971182900007 93.308316333450009 158.68292856370002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -5 -4 -2 11 -11 17 13 -13 15 -14 -17 -10 19 23 -20 -22 -23 24 -18 -25 -27 28 -28 -30
right_child=2 -3 3 4 5 -7 -8 -9 9 10 -12 12 14 -15 -16 16 18 -19 20 -21 21 22 -24 25 -26 26 27 -29 29 -31
leaf_value=-8.6130166934610697e-05 0.0023207258226546281 -0.0035128537306573712 -0.0042226352527552947 -0.0045503076188817288 0.0012945193617312162 -0.0020248375577130852 0.00038229215448941091 9.570536320304043e-06 0.0027517310232090006 0.0017926973968239478 -0.003851871465832552 0.00142313923735684 -0.0017307220581008207 -0.0035658823234171609 0.0029744857264455108 0.0025274924461540804 0.00081062217262507395 0.00011674258451885034 0.0021530312219257583 -0.0015269898785826633 -0.0036472991151746872 -0.0011526192211661344 0.0021973799184964514 0.0022420433424740187 -0.0018306084401683515 0.0021379692864416859 0.00048714187595475753 0.0012582760390716778 -0.00059916709048697529 -0.0044173577107489643
leaf_weight=81.190608873206656 4.6963648218661538 1.2840786445885886 3.0737154521048096 2.1583350207656649 15.381326142698528 3.1525470670312634 2.1346898518968374 2.6846777182072401 7.5109610110521299 1.6918087191879738 3.0751986373215914 2.5969050079584113 4.8306245878338805 4.0469695944339037 3.2849897220730773 5.5462336353957644 16.494235973805193 3.4003610014915466 2.0695998007431617 5.2213999442756167 3.6233001886866969 4.1493167947046459 2.4037156812846661 11.95729076117277 6.7854093667119733 8.2942370492964965 10.553493715822698 13.499205771833656 6.3023971989750844 2.4200399434193969
leaf_count=1719 24 70 29 42 95 34 23 24 31 9 55 13 37 48 13 30 86 35 15 32 77 54 17 47 41 36 47 57 34 26
internal_value=0.000182593 -0.000139482 0.000345517 -0.000294923 0.000198144 0.000729908 -0.00209759 -0.0022495 0.000481676 0.000415115 -0.00184862 0.000501451 0.00036476 -0.00161581 0.00048724 0.00040879 0.000512849 0.00193057 0.000393694 0.000554145 -0.000674514 -0.00124956 7.61929e-05 0.00069655 4.07723e-05 0.000984448 0.000618301 0.000233726 -0.000483781 -0.00165852
internal_weight=245.514 82.4747 163.039 28.5853 22.8269 18.5339 4.29302 5.75839 134.454 129.758 4.76701 124.991 114.079 6.64387 107.435 104.151 99.3199 10.9113 93.7736 81.5277 12.2459 10.1763 6.55303 76.3063 23.2796 53.0267 41.0694 32.7751 19.2759 8.72244
internal_count=2900 1789 1111 247 194 129 65 53 864 840 64 776 710 61 649 636 599 66 569 406 163 148 71 374 127 247 200 164 107 60
is_linear=0
shrinkage=0.00331438


Tree=442
num_leaves=31
num_cat=0
split_feature=16 6 0 16 6 2 5 6 3 9 18 9 4 5 3 13 12 0 19 13 16 9 4 6 12 10 15 18 0 5
split_gain=2.52622 1.98383 1.65342 2.67215 2.60054 2.54384 4.16598 2.47417 2.13855 3.92587 1.95355 3.58918 2.54482 2.52402 1.91848 2.08824 2.11627 1.90301 4.09466 2.39645 2.90956 3.87989 1.88805 3.45157 2.61879 2.26014 1.84374 1.81911 1.7663 1.83245
threshold=18.594956516900002 15.675366252400002 86.530713386650021 22.614947116400003 16.375382608200002 100.60547560250002 21.746930049350002 16.285380505300001 93.883646373400012 187.38923140910003 13.565012728250002 196.26893085885004 224.02099845660004 19.385335982600001 83.511574906150017 109.34496908160001 98.870599058600007 90.337570099350003 14.551174033150001 112.82921081865001 19.214955067100004 203.31429194770001 248.34582299520005 16.730390902950003 197.02116758845003 62.036171360100006 45.169600924000008 12.386025881750003 86.001087134900004 23.151456684850004
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 8 -7 -2 -6 -10 -4 12 13 -12 -13 16 -16 18 -17 20 -19 -22 23 28 -24 -26 -27 -25 29 -8
right_child=2 -3 3 -5 5 6 22 -9 9 -11 11 14 -14 -15 15 17 -18 19 -20 -21 21 -23 24 27 25 26 -28 -29 -30 -31
leaf_value=-4.3062468506933839e-05 -5.3351857018835562e-05 -0.0014164674640352178 0.00081673821407821849 0.0010858346775896417 0.0011505326690088328 -0.001730474623828703 -0.00032104716725353083 -0.0026476088867376738 0.001216487854842461 -0.0010320309231898002 -0.0013042975045782824 0.001385666653710927 -0.0025299546599506307 0.00083812214233955221 0.00054207149977469774 -0.00096198292241568887 -0.0022891696667446284 0.0011345455240181718 0.0011663366426133211 0.0014392280332492687 0.00037327419571619438 -0.0024794588703313438 -0.0021808516255291616 2.2306041418451689e-05 0.00016857053067667678 -0.0026529031551722365 0.0002809413716504598 -0.0027165500306131156 0.0019031484073659954 0.001150408543929345
leaf_weight=92.26237049268093 2.9816732071340075 3.8932859618216744 18.938592419028282 18.870049171149731 14.195563808083536 4.8216854929924002 5.2143162339925819 2.3231178992427886 5.2933403663337213 5.7584302164614201 4.4104239922016841 5.5208958946168414 2.5203582625836134 3.5056992620229721 1.6009808294475072 9.0350563637912256 2.2635214095935225 6.2526606209576148 4.9806670844554892 8.9104426354169828 4.9346124455332756 2.5781002789735794 2.2085118638351586 2.002388794906437 22.520638608839366 1.9728825222700828 1.2384009654633699 1.5115626417100427 4.5344471186399451 7.0981291308999062
leaf_count=1592 22 197 80 86 52 31 25 29 26 39 44 25 32 13 13 54 33 26 17 44 25 31 24 31 184 20 27 29 12 37
internal_value=0.000147472 -9.86708e-05 0.000280441 0.000451524 8.75896e-05 0.000174031 -6.00496e-05 -0.00118945 0.00066656 4.49164e-05 0.000292887 0.000117335 -0.000880631 -0.000355515 0.000343376 0.000201489 -0.00111625 0.000340278 -0.000205657 0.000677716 0.000184782 -0.000605684 0.000106701 0.000543193 -0.000211381 -4.23455e-05 -0.00152149 -0.00115584 0.00089758 0.000527248
internal_weight=274.153 96.1557 177.997 94.3221 83.6751 78.3703 53.123 5.30479 25.2473 11.0518 75.452 56.5134 10.4365 7.91612 46.0769 40.556 3.8645 36.6915 14.0157 22.6758 13.7654 7.51271 48.3013 20.3608 27.9404 25.7319 3.21128 3.51395 16.8469 12.3124
internal_count=2900 1789 1111 523 588 537 420 51 117 65 437 357 89 57 268 243 46 197 71 126 82 56 389 134 255 231 47 60 74 62
is_linear=0
shrinkage=0.00188464


Tree=443
num_leaves=31
num_cat=0
split_feature=16 6 15 0 0 16 13 3 16 19 15 13 5 5 5 9 10 0 4 10 0 0 10 17 16 6 17 6 5 9
split_gain=1.90566 1.60005 1.61029 1.46173 3.59362 2.91257 3.73621 4.43461 3.45775 4.09695 2.54667 2.11279 1.98784 1.91223 1.89996 4.50105 2.5245 2.47567 1.67176 3.18913 2.43873 1.86581 1.71337 2.08771 1.68122 2.39439 1.79691 3.94677 1.52687 1.39383
threshold=18.594956516900002 15.675366252400002 32.540328261750005 96.249489528150022 94.047642319350018 19.214955067100004 112.82921081865001 89.227236891450005 19.974953289850003 13.851117550450002 27.122924609850003 113.92610173585001 20.206488238950005 19.915533535850003 21.042547594650003 198.78883073475004 62.084563606450011 86.530713386650021 248.34582299520005 62.041548276350007 86.280686780500005 86.036037090600004 61.944763783650011 192.34053301495001 21.979948601300006 16.950396043250006 188.16174763880002 16.495385412050002 18.367178700250005 195.74493321760002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 13 8 -8 9 -7 -6 -9 -13 -2 15 16 -14 18 24 20 22 -21 -20 -24 25 -16 29 -28 -12 -26
right_child=3 -3 -4 -5 10 6 7 11 -10 -11 28 12 14 -15 17 -17 -18 -19 19 21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-1.0937867637980154e-05 0.0021808589391061192 -0.0017755352648112699 -0.0025537854290407832 0.0014624986687962376 0.0012762944687414622 -0.0016753859724870294 0.0018579563694734013 -0.001741007901546874 -0.0030344527645267899 0.0016778434304777204 -0.0031313534331755934 0.0012899232496326038 -0.00090847174996763985 0.00016816551735738413 0.00088940032087815525 -0.002748215653052674 0.0015878593061631407 0.00090270714888641675 5.2066037230062762e-05 -7.6039426010493153e-05 0.001628950902105268 -0.0033968232259823702 -0.0031279086296602376 -0.00016101406080662876 -0.00052281374668294237 -0.0030773039136666571 -0.00027453019473094181 0.0019993751781674359 -0.00086982901333779367 0.00087409926178030667
leaf_weight=83.185058697243221 7.8604038879275304 3.2056286626029751 1.4487509583123017 6.1263195388019076 1.8451069667935351 4.7232107222080213 10.641870886087416 2.9767364859580985 3.459123581647872 3.727572426199913 3.1009125374257565 10.544963983818887 4.8913401365280134 4.1105697655584663 1.6549592595547431 4.0453107040375462 4.4000123143196106 29.097081493586302 14.164698746521035 1.4650536393746723 4.1600848883390418 2.8481843899935484 2.5094761569052926 2.9506559949368238 10.982421331107618 1.8346859207376836 7.3706918843090561 10.700711127370594 3.7973723243921995 6.5022190157324067
leaf_count=1526 31 197 66 31 10 34 51 16 39 14 39 47 25 42 18 30 19 131 113 36 15 31 49 29 62 38 41 38 41 41
internal_value=0.000169416 -0.000117275 -5.4466e-05 0.000315411 0.00027317 0.000355942 0.000262755 0.000377042 -0.00102062 -0.000196303 -0.001219 0.000249018 0.000298332 0.00148974 0.000202908 -0.000642922 0.000273691 0.00032012 6.76533e-05 -0.000377129 -3.40735e-05 -0.00226887 -0.000386603 -0.0015246 0.000387728 -0.0011961 0.000543173 0.00107193 -0.00188643 -3.32726e-06
internal_weight=260.331 87.8394 84.6338 172.492 166.365 157.622 145.651 133.741 11.9099 8.45078 8.74339 123.099 120.123 11.971 109.578 13.3367 9.29135 96.2409 67.1438 28.0982 23.7849 4.31324 19.6248 5.46013 39.0457 3.48965 35.556 18.0714 6.89828 17.4846
internal_count=2900 1789 1592 1111 1080 990 917 830 87 48 90 779 763 73 716 74 44 642 511 273 206 67 191 78 238 56 182 79 80 103
is_linear=0
shrinkage=0.0023912


Tree=444
num_leaves=31
num_cat=0
split_feature=13 8 13 9 16 19 18 7 3 8 5 17 5 9 9 13 16 19 2 13 6 19 5 2 13 18 18 6 0 15
split_gain=0.470392 1.07802 0.884327 1.53401 0.958009 1.42223 0.746893 1.159 0.981103 0.901085 0.909014 1.09083 0.932383 0.746541 0.774781 0.680826 0.678562 1.83676 0.758236 0.668146 1.03447 2.08713 1.5122 1.08698 1.18781 0.819133 1.15252 1.14768 0.660223 2.10384
threshold=95.99139754765001 2.9476996444500005 96.429616222950017 38.136666659400014 13.534968349350001 11.850956171350001 14.708525021850003 21.725272673150005 75.559115756250023 2.0484014478500003 5.2595069053500012 201.37020668845003 9.9970238968500009 210.39795333110001 216.74970536510003 99.19872809730002 14.994964935250001 12.250988447150002 136.00952513250002 99.962250206350021 13.075305502400001 13.151061067750001 15.299679811400003 187.03662689815005 101.9194477253 15.793187706400001 15.556223714900002 13.825323026450002 93.972365491700018 29.198705243000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -5 15 -1 -8 9 10 11 -9 -12 -3 -15 -6 17 18 -7 -18 21 -21 -22 -23 -25 26 28 -27 -24 -30
right_child=2 13 3 4 5 16 7 8 -10 -11 12 -13 -14 14 -16 -17 19 -19 -20 20 22 23 25 24 -26 27 -28 -29 29 -31
leaf_value=-0.025069224444280301 0.022243528987886594 -0.034068038206265909 -0.036477054150389855 -0.014610339697150367 0.031812021773654942 -0.016666058445471039 0.028922873619707117 0.010082939402385475 -0.034100122247648308 0.023175139547865251 -0.034220179067239162 -0.033552790218564811 0.010751452215030358 0.017110493887020427 -0.033284098542116607 0.0083605544632437256 0.016912566986410048 -0.039065618977466576 0.013019345896882591 -0.0301139653074219 0.027304770397145323 0.011053171449405905 0.0021952167858780712 0.0090058760932614501 -0.0311834530869761 0.0035676639471505928 0.02033506965107925 -0.039976992340149453 0.0029685054233258611 -0.018395626799146018
leaf_weight=1.1426226359326381 2.0575753487646571 1.9023892334662371 1.1249937553657208 3.8737588033545753 2.181641560047864 1.4189358178991818 1.4700848169159133 4.4001741451793315 0.88401230308227319 1.6229318119585512 1.5564332649810242 0.686906196118798 0.69013013876974572 0.80867630534339674 0.51976045098854229 3.1199012915603817 2.8457612630445501 1.6028819399653 2.4046575748361647 3.2362115271389467 2.3801355529576531 4.428079052362591 130.69972965260968 1.3443753318861129 1.7627303763292728 1.3444659970700734 3.3810989744961253 1.1775311627425251 15.019796820357444 7.0122805322753257
leaf_count=44 22 167 70 119 17 21 22 173 53 13 112 92 7 31 70 42 45 43 32 116 14 48 1138 17 31 22 32 31 120 136
internal_value=0.000806997 -0.00455587 0.00124413 0.00101715 0.00124005 0.0015713 -0.000255458 0.00225127 -0.0017332 0.00146141 -0.00334383 0.00419083 -0.0204052 -0.0211319 -0.00260675 0.0180111 0.00108726 -0.0101279 0.00200309 0.00143576 0.00117937 -0.0084828 0.00182574 0.000807356 -0.0137944 0.00144346 0.00173759 -0.0167635 0.00132589 -0.00383118
internal_weight=208.101 15.6841 192.417 190.359 189.234 185.36 12.4533 11.3107 9.84059 8.95658 7.33364 5.08708 2.24656 3.23083 1.32844 5.30154 180.059 5.42648 3.82359 174.632 171.786 10.7714 161.015 7.53518 3.10711 158.635 156.113 2.522 152.732 22.0321
internal_count=2900 784 2116 2094 2024 1905 516 472 450 397 384 265 119 268 101 59 1846 96 53 1750 1705 212 1493 96 48 1479 1426 53 1394 256
is_linear=0
shrinkage=0.0322042


Tree=445
num_leaves=31
num_cat=0
split_feature=16 6 15 13 13 0 16 6 6 2 5 13 10 16 6 4 15 3 0 16 5 5 6 7 4 6 12 10 15 3
split_gain=1.52568 1.54908 1.36551 1.33393 2.60803 1.31597 2.19097 2.17028 2.25384 2.2347 4.26814 1.87078 2.22109 2.64313 2.12186 2.68751 3.04362 2.30292 2.55654 3.25988 2.27686 4.39194 1.91415 1.76281 1.72524 2.93425 2.68853 2.07693 1.88507 1.52937
threshold=18.594956516900002 15.675366252400002 32.540328261750005 108.61908538635001 107.97116697695002 86.530713386650021 22.614947116400003 16.375382608200002 16.285380505300001 100.60547560250002 21.746930049350002 117.38883580790001 64.434276012450013 20.914951091750002 16.245379570700006 272.98209436715007 35.885292828950007 83.511574906150017 94.047642319350018 19.214955067100004 19.812684199800003 18.310380701750002 16.435384010100005 24.052187734100006 248.34582299520005 16.575387281250006 197.02116758845003 62.036171360100006 45.169600924000008 84.807411725000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 -2 -9 -11 12 23 14 15 17 -17 -14 19 -19 21 -21 -13 -7 25 -12 -26 -28 -29 -20
right_child=5 -3 -4 -5 -6 6 -8 9 -10 10 24 22 13 -15 -16 16 -18 18 29 20 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-2.864357853108375e-05 -5.1769006143085537e-05 -0.0022002218158395817 -0.0031844764881550692 0.0015474067893153018 -0.0035035205998948478 0.0029212531277664159 0.0015657776376319427 0.00095697646768102954 -0.0041212000642123249 -0.0029574344369767101 0.0014964075262313831 0.00032042522798030856 0.0028286886441351577 -0.0020330936493449542 0.0019649262715834906 0.00011087349512427346 -0.0040948498528888206 0.0023049366571844592 0.00010210554649011839 0.00057597623224688477 0.0012553383930740463 -0.003698679639180196 -0.0023878083069671101 0.00041743165842920841 -0.0036944079956071079 -0.0012698784979331545 0.00023043042278013832 -0.00424404804311845 0.00064940118429647681 -0.0030706104921976508
leaf_weight=71.132826654938981 2.7539289304986587 3.2182524428935713 1.2528921482153226 4.5735704936087123 2.0011719446629277 5.7932285666465742 16.868183307349682 23.107581736519933 2.2112605087459087 4.5127363856881848 13.873677911236884 5.3291492871940118 3.6155591718852511 4.0376902334392062 7.4717181958258143 3.9399706777185193 2.5569751244038343 7.8119087517261567 2.6170103773474684 5.7603071667253989 6.8247068040072909 3.4712326712906361 4.2095675021409988 4.5040511041879654 2.0480788284912732 4.6015224638395003 20.704651672160256 1.9106491766870015 1.1283656810410319 2.8713873801752925
leaf_count=1463 22 197 66 29 34 20 86 117 29 31 64 24 18 30 41 25 39 34 19 32 31 27 30 23 24 70 184 20 27 44
internal_value=0.000175325 -0.000158705 -7.5497e-05 -2.53704e-05 -0.000123727 0.00034216 0.000593502 5.5397e-05 -0.0018641 0.000187975 -0.000176311 0.000361904 0.000554413 0.000297547 0.00049802 0.000220327 -0.00154436 0.000568046 0.000289625 0.000714429 -5.94075e-05 -0.00103137 -0.000874756 0.00182608 0.000107207 0.000807423 -0.000394374 -0.00010972 -0.00242714 -0.00155778
internal_weight=246.714 82.1787 78.9605 77.7076 73.134 164.535 87.6826 76.8525 4.96519 71.8873 48.7797 70.8145 61.2757 50.9785 46.9408 39.4691 6.49695 32.9721 29.3566 23.8682 16.0562 9.23154 9.53872 10.2973 44.2669 18.4752 25.7917 23.7437 3.03901 5.4884
internal_count=2900 1789 1592 1526 1497 1111 523 588 51 537 420 437 383 340 310 269 64 205 187 124 90 59 54 43 389 134 255 231 47 63
is_linear=0
shrinkage=0.00300193


Tree=446
num_leaves=31
num_cat=0
split_feature=6 6 10 0 6 0 0 9 17 8 2 3 16 17 18 10 8 3 17 7 18 17 5 5 5 6 9 19 13 19
split_gain=2.1663 2.59312 1.62441 2.78969 2.49211 2.87796 2.48275 2.20954 2.42331 2.15184 2.00819 2.05875 1.70717 1.65022 2.72092 2.97214 3.47676 1.6158 1.58685 2.2639 1.78566 3.05594 2.63962 3.35135 1.98382 1.66575 6.14094 1.84843 1.84544 2.74328
threshold=13.665319288000001 13.775321858200002 70.182199495350019 96.055920542800024 14.755344756250002 94.614906984850009 87.181320254150009 206.08249486475003 197.05557773135004 7.943800736700001 317.41815758785003 92.751805500450018 22.634947069650003 200.83528241485001 14.163996107200001 66.697957758300021 8.1436447804000007 89.324021384150015 200.83528241485001 23.724432465350002 13.3584252364 191.89151741935004 22.907563598750006 23.803605515150004 21.564786815050002 16.375382608200002 68.670253264700008 13.251069136700002 117.50443950750001 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 6 4 9 -6 10 -5 -9 -4 11 -3 13 -8 -15 17 -17 -16 19 20 21 25 24 -24 -22 26 -13 -27 -29 -30
right_child=1 2 3 7 5 -7 12 8 -10 -11 -12 18 -14 14 15 16 -18 -19 -20 -21 22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-0.00024934173216063364 0.0019725690662351011 -0.0017386099365432361 0.00019358383789450125 0.0011633509203834325 -0.0021979514255117123 0.0015946332308686049 0.00090405577686879831 -0.0032640554149494 0.0002013481469820633 -0.0030242742420313311 -0.0020942203469120619 0.0014300202936302934 0.0019767452555144597 -0.0022097946202561201 0.0022123035078831926 0.00098803719139990698 -0.0034451799284793251 6.4113701900797915e-05 -0.0017526881610753122 0.0016610095967141689 -0.00053344727099464008 0.0018191735370854686 0.0017810534654714169 -0.0015635755071453749 -0.0033152322865551546 -0.0019947515720365812 -0.0038110830587541268 0.001419806645075232 -0.00075239382773091578 0.00065638102337188509
leaf_weight=62.34399897698313 6.1049520112574092 3.7047854103147975 1.8837848231196419 10.108863420784475 2.2365055712871253 3.407343024853617 39.175160234794021 1.8754488546401251 4.9715443337336183 5.4879969987086952 2.742714387131854 3.06493803160265 6.8884225040674201 3.2256671637296703 5.3565501719713193 2.3712825104594222 2.404149517416954 4.2278366610407829 2.6295542591251424 7.499390333890914 3.7679231502115718 8.3880745340138656 4.7569577721878868 3.5160350864753127 3.1986731057986617 2.2832567095756522 2.9710792354308069 9.5949149653315526 14.512126576155422 26.111376905813813
leaf_count=1334 34 26 23 47 38 18 189 27 43 109 48 23 37 20 25 13 28 21 22 37 20 42 19 42 28 139 63 74 150 161
internal_value=0.000173075 0.000305768 0.000252869 -0.000302795 -0.00120738 9.17338e-05 0.000355425 0.000391581 -0.000747855 -0.00220198 9.75377e-05 0.000160157 0.000755497 0.000607288 -5.38226e-05 0.000430477 -0.00124383 0.0012647 0.000236375 0.000294707 0.000170002 0.000352746 -0.000632532 0.000359581 -0.00181069 0.000142617 -0.00114978 0.000291202 0.000395136 0.000153118
internal_weight=260.811 198.467 192.362 29.9715 13.0156 5.64385 162.391 16.9559 6.84699 7.37178 98.7418 95.9991 63.6491 56.7606 17.5855 14.3598 4.77543 9.58439 92.2943 89.6647 82.1654 66.9258 15.2396 8.27299 6.9666 58.5377 6.03602 52.5017 50.2184 40.6235
internal_count=2900 1566 1532 305 188 56 1227 117 70 132 894 846 333 296 107 87 41 46 820 798 761 652 109 61 48 610 86 524 385 311
is_linear=0
shrinkage=0.00259775


Tree=447
num_leaves=31
num_cat=0
split_feature=6 5 15 16 9 13 13 7 16 16 2 7 9 12 0 13 6 10 10 9 10 5 5 5 10 17 0 18 6 8
split_gain=0.709148 0.616711 0.802939 0.56127 0.55706 0.894707 1.41 0.651677 0.612904 1.23023 1.01328 0.589279 0.547973 1.65287 1.42269 0.969507 1.70653 1.00292 0.942157 0.869161 0.887628 0.855239 0.731506 0.730099 1.27472 1.72136 0.72435 0.940625 1.04062 1.00753
threshold=1.8100422913500003 2.2738924210000007 11.325487309600001 8.3799804039500021 37.256168974800005 96.429616222950017 92.138837046750012 23.875242364300004 9.6249774926000011 11.934972090850001 313.37633693555006 26.452067539250002 66.290220196950017 152.88762959770003 75.309089150100007 98.238948544700023 8.655202227400002 80.288113607700012 55.788194664950005 65.407743180450012 55.895732990150002 29.239824992700004 13.922841871800001 30.133297129900004 60.474177186300004 163.42986744615004 98.327667663000014 17.166139419800004 11.495268585100002 7.8438787148500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 10 -10 -6 13 22 18 16 -16 23 21 20 -15 -14 -11 24 25 -17 -26 28 -28 -30
right_child=1 2 4 -5 8 -7 -8 -9 9 12 -12 -13 14 19 15 17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.029241884456315391 0.020843594800029709 -0.029863862243962445 0.001082770482531904 0.00095597739400532121 -0.0052832692353173899 -0.031440879284661202 0.015979145489993067 -0.030151853608056819 -0.029221096962376042 -0.0018489275021796787 0.0049501604473514479 0.023227599331767986 0.014722396701603887 -0.017119648769886038 0.0047667272775376267 0.015631878400172966 -0.032849865420165998 0.01516521188874201 -0.031451022545514795 0.03020102898220595 0.010798818306391822 -0.029887062546097208 -0.034398639893198357 0.015223583785178341 0.0016421119629193778 -0.032375850688107936 -0.034365082805875129 0.0077644021075054586 0.0087639426749570367 -0.014540397606584453
leaf_weight=0.61546672458643925 1.1900198021903623 1.1353766361717124 0.87605558882933099 0.77661820140201587 0.81871272833086495 1.0390315107069907 1.7965974879916755 1.2874907866353167 1.8956430132966482 1.3000059928745025 1.0537338380236176 1.8313938089995643 0.94544244860298865 0.99328868556767425 2.0041496152989562 0.83340702950954382 1.7747763132210819 4.0369585510343304 1.754375049495138 1.5878806095570333 8.4479805126320553 0.51983985689003021 0.92034169798716892 2.7997044525109223 153.30666536372155 1.9393013408407567 1.2493440594989786 2.8479282641783357 2.2116695623844862 4.1926554180681705
leaf_count=137 18 132 23 36 31 66 38 90 176 46 15 30 43 14 48 6 66 43 88 9 122 59 21 20 1273 58 35 33 26 98
internal_value=0.000701273 0.000790145 0.000674399 -0.0173454 0.000843071 -0.00836771 -0.00231395 -0.0175044 0.00107415 0.000894274 -0.0170126 0.0144196 0.00116698 0.00665059 0.000764274 0.00109868 -0.0128999 0.00140372 -0.0176398 0.0110778 0.0078616 -0.00110375 -0.0153409 0.00107573 0.000837951 -0.0179459 0.0011559 -0.00594208 -0.0110423 -0.00649248
internal_weight=207.982 207.366 206.176 1.91199 204.264 4.99918 3.96014 2.16355 199.265 196.615 2.94938 2.65011 193.666 13.2495 180.416 177.197 3.77893 173.418 3.21966 11.0291 9.44127 1.46528 2.22035 169.381 166.581 2.77271 163.808 10.5016 7.65367 6.40432
internal_count=2900 2763 2745 168 2577 217 151 113 2360 2299 191 61 2108 212 1896 1706 114 1592 190 145 136 102 67 1549 1529 64 1465 192 159 124
is_linear=0
shrinkage=0.0279367


Tree=448
num_leaves=31
num_cat=0
split_feature=16 16 12 5 13 18 6 2 6 13 0 0 16 13 3 16 19 4 13 0 2 13 5 3 2 19 13 9 8 5
split_gain=1.87611 1.89446 2.17958 1.84539 3.22621 1.79905 4.02919 2.41764 1.66632 1.79715 1.62583 3.75829 2.91166 3.41233 4.27971 3.46802 3.7935 1.97934 1.62311 1.62247 1.60887 1.57582 2.60837 1.55618 1.63597 1.53732 1.45774 1.41364 1.42103 1.3975
threshold=18.594956516900002 15.919962772200003 96.350437043050007 12.294714844000003 92.692659421600013 14.804191144800003 11.945279099550001 201.92500828480004 14.325334709150001 104.02719889955002 96.249489528150022 94.047642319350018 19.214955067100004 112.82921081865001 89.227236891450005 19.974953289850003 13.851117550450002 162.32075757215003 92.138837046750012 92.313586825200005 68.519383356500015 113.96105169155001 19.812684199800003 72.760430842500014 169.65174180905004 13.351077205700003 109.34496908160001 72.638117411050018 0.84933718570000016 15.299679811400003
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 7 25 -4 9 20 11 12 19 15 -15 16 -14 -13 23 -2 -5 -16 -23 24 -1 -7 -19 28 -26 -22
right_child=10 2 5 8 -6 6 -8 -9 -10 -11 -12 17 13 14 21 -17 -18 26 -20 -21 29 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0029611993005902006 0.00030107146594810408 -0.0035448014369936554 0.00060046060817164806 -0.0032910607926625091 -0.0031856579471571896 -0.0014558743663820792 -0.0029964136831603519 -0.0031318436763649567 -0.0015284959064373188 0.0017733530672562918 0.0018036575807520527 0.0010574437735150293 -0.0018966028264181978 0.0022053390369345381 -0.0014150098674279767 -0.0036092303651919051 0.0020033322635330999 -0.0033969771335525486 0.001902338321010711 0.0025523317381064563 0.00098371714711916738 0.0021935100135935539 0.00024193315037269761 -0.0031260062948349618 -0.0030120442098897056 0.0013516067147048064 -0.00075065465015966939 -0.0029537912564435117 0.0012515436571354168 -0.00027423743165437585
leaf_weight=1.3826822791015754 3.961258613271637 2.1167801236733821 12.3338879509829 0.98648376762867229 3.3055364857427767 2.6526039612945151 6.0540993353351951 1.5971434218808997 3.1728482651524237 8.6054007550701481 6.1149527654051772 1.9122583940625171 4.6279493262991291 10.178686760365961 4.3196031004190436 3.4015911556780329 3.6229396909475327 3.8318541143089533 2.7811973560601464 7.6362408809363842 15.931107493583115 5.8776451218873254 110.12266378337517 1.6154099355917413 0.70713400293607076 3.9636433064006269 3.0426287371665239 0.90796026424504805 6.4130695603089407 13.12160308472812
leaf_count=148 41 54 214 21 112 75 133 66 105 38 31 12 34 51 22 39 14 57 29 32 181 26 731 66 87 41 21 89 142 188
internal_value=0.000182719 -0.000156039 -0.000757176 0.000136909 -0.000652681 -0.000535354 -0.00131371 0.000172565 0.000460033 0.000623298 0.000358773 0.000304413 0.000408176 0.000295978 0.000428129 -0.001184 -0.000184153 -0.00151121 -4.628e-05 0.00178339 0.000293839 0.000277782 0.000340818 -0.000537788 -9.35097e-05 0.000226024 -0.00222572 0.00040039 0.000828111 0.000415564
internal_weight=256.299 87.6486 28.7182 58.9304 17.113 26.6014 12.6703 13.931 41.8174 38.6446 168.65 162.535 153.749 142.151 130.499 11.6525 8.25089 8.78674 13.8075 11.5975 30.0392 120.32 116 11.0263 9.41085 6.61625 6.87448 8.02816 7.1202 29.0527
internal_count=2900 1789 583 1206 673 529 249 280 533 428 1111 1080 990 917 830 87 48 90 561 73 390 779 757 532 466 116 78 318 229 369
is_linear=0
shrinkage=0.00285438


Tree=449
num_leaves=31
num_cat=0
split_feature=16 0 16 4 10 0 10 6 17 17 9 17 7 4 6 18 12 5 5 6 9 2 9 7 15 13 13 9 17 8
split_gain=3.34352 2.29796 2.58751 2.37088 3.77465 2.57662 2.338 2.05216 2.03592 2.00365 3.46139 2.95446 1.98874 1.95321 5.10342 1.83722 2.97736 3.40108 2.7389 2.4495 1.81221 2.33845 1.73164 2.04793 1.72981 1.99776 2.94079 1.71014 1.7079 2.30625
threshold=18.594956516900002 86.530713386650021 22.614947116400003 248.34582299520005 62.041548276350007 86.280686780500005 61.944763783650011 15.675366252400002 192.34053301495001 188.16174763880002 195.39349636155001 186.34046889365004 22.535351262400003 310.49012963040008 15.925372093750001 13.809421053700001 103.44931853055 17.671168838450004 21.495293572000005 16.435384010100005 195.51131808980003 101.14502893930002 198.36365860590004 24.252468908850002 32.540328261750005 108.61908538635001 107.97116697695002 197.6620677562 184.59783591905003 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=7 3 13 9 5 6 -5 24 -8 11 -11 28 -13 15 -15 19 17 -17 20 27 21 -18 -4 -24 25 26 -1 -3 29 -2
right_child=1 2 22 4 -6 -7 8 -9 -10 10 -12 12 -14 14 -16 16 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.4369452454670431e-05 -0.001030435158806372 0.00093418222522510244 0.0020402122154598371 7.240026436647592e-05 -0.0020808477140058014 0.0013919482246906845 -0.0028033904611043277 -0.0016627062261634295 -0.00034571370984515855 0.0013392050368753378 -0.00037159633129561239 -0.0024543541393832694 -0.00012536922984491438 -0.0020416705680954437 0.00082043998703984521 0.00054821506944659627 0.00093288007176684559 -0.0022879712314912374 -0.001201884465116455 -0.00029643725870195735 0.00096847962613657483 -0.0017852292314174763 -0.00044875589428835291 0.0013868300510871505 -0.0022835859206488287 0.0012580021667137266 -0.0025161325468821059 0.0023017308787632441 0.0013918334277841448 0.00065442815324317637
leaf_weight=83.832608380238526 5.9446101738140049 14.024333707988268 7.8140454143285778 16.472660430707045 4.8785985042341045 4.6591029837727538 2.8013603352010241 3.8120153388008466 3.3512374479323626 17.348204059526328 7.7433600649237624 3.2249158453196278 3.4198845271021128 4.9409426711499673 6.5709941536188126 3.6753762066364279 3.0356321185827246 3.994025681167841 3.6973027177155009 5.2464673444628707 26.316512437537313 2.7137564476579428 4.1865806281566611 8.0270654372870904 1.5708620152436186 5.1310021765530101 2.2371374052017918 5.8730662614107123 5.490526854991912 9.6444315034896118
leaf_count=1463 78 59 27 124 72 16 49 197 29 66 41 21 19 52 33 18 13 32 27 26 128 33 21 38 66 29 34 16 22 51
internal_value=0.000188176 0.000355625 0.000574038 9.83053e-05 -0.000357108 -4.88932e-05 -0.000345598 -0.000132726 -0.00146473 0.000375635 0.000811245 -1.86076e-05 -0.00125569 0.000402989 -0.000407983 0.000539127 0.000274153 -0.000928797 0.000532125 0.000996834 0.000732061 -0.000350089 0.00125804 0.00075763 -6.9859e-05 -3.17292e-05 -0.000108616 0.00133784 0.000371353 1.19348e-05
internal_weight=281.679 185.095 100.116 84.9789 32.163 27.2844 22.6253 96.5836 6.1526 52.8159 25.0916 27.7244 6.6448 80.0884 11.5119 68.5765 43.4326 7.6694 35.7632 25.1439 32.0659 5.74939 20.0277 12.2136 92.7716 91.2007 86.0697 19.8974 21.0796 15.589
internal_count=2900 1111 523 588 290 218 202 1789 78 298 107 191 40 437 85 352 251 50 201 101 174 46 86 59 1592 1526 1497 75 151 129
is_linear=0
shrinkage=0.00212766


Tree=450
num_leaves=31
num_cat=0
split_feature=16 0 6 6 16 4 10 6 13 18 9 7 10 0 10 17 10 16 15 16 8 0 15 13 13 17 9 5 17 6
split_gain=2.77165 2.00952 2.57667 2.45241 2.29211 2.07879 3.33685 1.96101 1.89811 2.26979 3.21801 2.71178 2.30831 1.89673 1.99532 2.52932 1.78212 4.33314 2.40823 1.8872 3.07186 1.78071 1.73647 1.73744 3.09365 1.69397 3.83632 3.55409 2.32886 2.64357
threshold=18.594956516900002 86.530713386650021 16.375382608200002 16.285380505300001 22.614947116400003 248.34582299520005 62.041548276350007 15.675366252400002 117.50443950750001 13.740383930250003 196.26893085885004 23.9444576715 62.55235532115001 86.280686780500005 61.944763783650011 192.34053301495001 64.321360770950022 20.719951547750004 35.885292828950007 20.394952307700002 8.1436447804000007 86.036037090600004 32.540328261750005 108.61908538635001 107.97116697695002 187.45953903175004 190.58777288605003 21.893521430150003 186.19055817300003 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=7 2 3 -2 8 25 13 22 9 -3 11 -11 -12 14 -7 -16 -14 18 19 20 -18 -8 23 24 -1 28 -27 -28 29 -4
right_child=1 4 5 -5 -6 6 21 -9 -10 10 12 -13 16 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.3972312061347372e-05 -5.9101852465228407e-05 0.00090902264188523626 0.00207650717395916 -0.0025686403954589183 0.0010481946021493682 0.00015981396163497827 -9.0706733553104309e-05 -0.0014035964977375289 -0.00082279783825897526 -0.0001488535417426904 -0.00085523293273784327 -0.0023247254068548546 0.0015739777185326742 0.0012372590778410501 -0.0024358952197024316 6.4347679930709399e-07 0.001609966600630521 -0.0014305520518744794 -0.00072415001206008428 0.0018364894438142392 8.6734829433441282e-05 -0.0026485447532295981 -0.0019774760371252787 0.0010246508146047829 -0.0022064191967575055 0.0014919221902726062 -0.0013943599308992912 0.00065514079325800076 -0.0014923214266006285 6.3640653543793175e-06
leaf_weight=84.716084204846993 3.056201195344328 21.585805900394917 2.4049828797578874 2.3529385514557362 19.029216799885035 16.005479416809987 1.4211103343404818 3.751357572618871 4.5652792304754248 6.8354576677083951 4.3925352729856959 2.7390061654150486 5.1162524521350852 3.7921828031539908 2.6515038292855015 3.2219226453453302 6.7782233431935408 3.8877474702894679 3.8166524693369857 5.2530126646161071 13.566112872213123 2.684344545006752 1.5550440922379483 5.2403866713866583 2.2557162027806035 11.992224123328926 4.0358363166451445 10.162064755335448 2.9746827520430079 16.937472192570567
leaf_count=1463 22 88 7 29 86 120 29 197 28 38 24 43 18 13 48 28 26 32 37 22 81 26 66 29 34 41 26 45 18 136
internal_value=0.000157535 0.000292669 8.26153e-05 -0.00115073 0.000472856 0.000167835 -0.000216459 -9.36398e-05 0.000333452 0.000404813 0.000197047 -0.000771314 0.000413619 3.08947e-05 -0.0001782 -0.00109931 0.000558693 0.000402712 0.000645021 0.000849169 0.000594238 -0.00176314 -4.12322e-05 -8.57987e-06 -7.0836e-05 0.000403738 0.000722472 7.25582e-05 2.9689e-05 0.000263759
internal_weight=278.777 181.258 83.6929 5.40914 97.5653 78.2838 29.7765 97.5186 78.5361 73.9708 52.385 9.57446 42.8105 25.6711 21.8789 5.87343 38.418 33.3017 29.414 25.5973 20.3443 4.10545 93.7672 92.2122 86.9718 48.5073 26.1901 14.1979 22.3171 19.3425
internal_count=2900 1111 588 51 523 537 264 1789 437 409 321 81 240 209 196 76 216 198 166 129 107 55 1592 1526 1497 273 112 71 161 143
is_linear=0
shrinkage=0.00184769


Tree=451
num_leaves=31
num_cat=0
split_feature=7 16 9 16 13 10 10 18 16 7 7 10 15 13 7 19 19 13 16 17 6 6 19 17 19 16 10 17 17 7
split_gain=0.507328 0.846277 1.20262 0.71664 1.12714 0.933394 0.817444 0.624846 0.908984 1.37453 0.586005 0.550543 0.533437 1.32007 1.27073 0.585358 0.554139 0.647985 0.585679 1.79219 1.90366 1.75081 1.52648 1.50622 1.92142 1.57232 1.50666 1.40606 1.42049 1.35698
threshold=26.752366550650006 17.654958715000003 219.38617924735004 9.6249774926000011 92.284013785800013 80.371455809750003 90.988176966900014 16.915500282450004 11.599972874200001 20.562096111400006 26.565321014450003 104.14280259920001 46.574831689400007 117.61735474900001 23.539316666200005 14.251149826300002 14.651182102100002 117.62273166525001 22.624947093000003 200.07083195085002 16.395383075500003 16.495385412050002 14.351157895250003 203.08534335880003 14.451165964200003 18.684956306450005 75.922057603850007 202.72018094520004 201.78545703200004 25.481538055850002
decision_type=2 2 2 2 2 2 2 2 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 8 9 -1 12 -8 16 15 -15 -14 18 -18 23 20 -20 -22 -23 27 25 26 -25 28 -10 -28
right_child=1 -3 -4 4 5 -7 11 -9 10 -11 -12 -13 13 14 -16 -17 17 -19 19 -21 21 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.014202689715364 0.022876956225748861 0.015016482878035312 -0.040281697914181611 -0.038865277299364023 -0.029345472924264485 0.0088485409892162959 -0.037406914562871436 0.014181843594374835 0.0017156975790181166 -0.038764752374627669 0.022118816136511021 0.020755348067745354 -0.00067143323426533601 -0.022038742468509176 0.016636474948101977 -0.041818098054703975 0.019186798696502288 -0.0014376778932745449 -0.020089950652952715 0.024680862922608095 0.018137578227705422 -0.019494911303951597 0.0048809555358308417 -0.038384240707136794 -0.033079314299543541 0.0049312678060389192 0.023411500477617631 0.033755101008222738 -0.025402245131953591 -0.027558963103477368
leaf_weight=1.0294611502904438 1.9739634459838256 2.0765885545406482 1.5459099879371923 1.6001306743128223 1.2230854588560758 2.8411630589980632 0.6515207584016024 4.9984501219005315 110.19890622608364 1.7983566741459069 1.8063409426249553 0.32643632247345522 0.62881078687496428 1.7999246018007395 3.0741118527948856 1.7416835043113676 4.9734070487320405 3.4461277043446898 4.5235106050968161 5.3853922709822646 9.5926532186567801 4.5491063650697496 13.991829844191669 2.7812476838007596 3.7154475888237348 9.9116493007168156 1.4933582907542589 1.7877586309332389 2.6431180543731889 1.3104402907192705
leaf_count=24 31 26 90 133 27 61 125 111 1325 131 20 68 15 38 18 61 26 28 36 37 53 34 91 75 33 83 22 13 29 36
internal_value=0.00097384 -0.006248 -0.0105933 -0.00526667 -0.0128772 -0.00264548 0.00933704 0.00142209 0.00109022 -0.0194821 0.00139745 -0.0179927 0.00119788 -0.00852806 0.00235417 -0.0309033 0.00158866 0.0107452 0.00114014 0.00514255 0.00192055 0.00545954 -0.00109978 2.51549e-06 -0.00946985 -0.00380931 -0.019321 0.0015901 0.00108051 -0.000411091
internal_weight=209.42 12.2388 10.1622 8.6163 5.66438 4.06425 2.95192 197.181 192.183 2.82782 189.355 0.977957 187.548 7.24453 4.87404 2.37049 180.304 8.41953 171.884 38.0425 32.6571 28.1336 18.5409 133.842 19.2121 15.4967 5.58505 114.63 112.842 2.8038
internal_count=2900 561 535 445 221 88 224 2339 2228 155 2073 193 2053 132 56 76 1921 54 1867 251 214 178 125 1616 249 216 133 1367 1354 58
is_linear=0
shrinkage=0.0365552


Tree=452
num_leaves=31
num_cat=0
split_feature=6 3 7 7 0 16 8 8 17 17 3 6 16 10 10 0 5 5 19 16 9 2 13 19 16 9 7 10 2 6
split_gain=0.458725 0.722803 1.44388 0.844794 0.920031 0.87263 1.21283 0.732415 1.12402 0.621949 0.695225 0.593051 0.592665 0.581131 0.586493 0.52035 1.35479 1.24393 1.14594 1.18155 1.09966 0.94415 1.1556 0.726611 0.950136 1.10889 0.689814 0.897997 2.28472 0.87478
threshold=10.715250360100002 84.062708822850013 20.778835947700006 24.071745547300001 102.11570516885001 17.924958083650004 7.1444245619500011 1.6487133604500002 195.44378352670003 180.19381692845005 75.559115756250023 11.175261108200003 15.164964537700001 90.740838818900016 104.14280259920001 97.835679825150024 15.941372635650001 13.999568943650003 12.350996516100002 12.644970430600003 209.18175024895001 201.25557642380002 102.54048155345002 12.751028791950002 15.474963812800002 218.96512164950002 25.396105459650006 64.321360770950022 202.77941723725004 14.055328400500002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -1 -6 13 -2 -9 -11 -15 16 -13 18 19 20 -17 23 -23 24 25 -19 -18 -28 -29 -30
right_child=11 2 -4 4 5 -7 -8 12 -10 10 -12 15 -14 14 -16 17 26 21 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.040412375760670451 0.017462441703345755 0.011722587142156085 -0.043539032044614907 -0.041327742365716506 -0.039402238735120582 0.02965317045464122 -0.039399423137002669 0.0040473332546929162 0.017511864496875321 0.00750139204094294 -0.040782758309989162 0.028346756212968355 0.031322154434403601 -0.03844138546245985 0.022532286140947187 -0.041726910833136843 0.00082345857985070305 -0.03889597666180937 -0.019527762524525039 0.033629184729168184 0.019520892264732723 -0.019389233459315328 0.025503836029495474 -0.041549671780498565 0.0094561081849289744 0.0072033611275437396 0.033766712633122815 0.021803981449120789 -0.0017925483894900558 -0.044744937386941228
leaf_weight=0.89727015129756782 3.2024083086289457 1.0827897973358624 1.7034228038974104 1.0237529419828195 0.58971044153440288 0.96978320460766632 1.4336489061533946 2.2265678360126913 0.98282931372523308 6.5600794176571053 0.5368730614427476 2.6563749052584162 2.2352786213159561 0.80728505033766829 0.30406808212865144 0.71120076044462865 155.03619334060932 2.4181522000581013 1.519309416413307 2.6808714363723993 0.97053870814852417 1.5691317552700641 1.6438645436428485 1.7826526686549184 1.660569120198488 1.0468525101896373 1.9747092537581901 4.3908334127627313 1.4024645132012667 1.2606210510712115
leaf_count=54 41 12 106 44 98 11 141 28 20 170 23 20 16 140 42 25 1518 67 26 21 17 34 23 58 21 16 13 43 15 37
internal_value=0.000902752 -0.00429145 -0.022063 -0.00162462 -0.00737332 -0.00427007 -0.0074854 0.009457 -0.0101323 -0.00228496 0.000381657 0.0014993 0.0177114 0.00326248 -0.0217589 0.00121953 0.00183817 -0.00522552 0.00845921 0.0182059 -0.00638055 -0.0131784 0.0035794 -0.0209723 -0.0138156 -0.0249684 0.00140897 0.0114632 0.0052194 -0.0221249
internal_weight=207.28 21.3534 2.78621 18.5671 12.2252 11.2014 10.2317 6.34195 1.8801 8.79802 8.20831 185.927 4.46185 7.67143 1.11135 182.724 166.721 16.0031 5.88192 4.36261 1.68174 10.1212 3.213 6.90823 5.12557 3.465 164.065 9.02863 7.05392 2.66309
internal_count=2900 905 118 787 669 625 614 118 74 473 375 1995 44 352 182 1954 1646 308 89 63 42 219 57 162 104 83 1626 108 95 52
is_linear=0
shrinkage=0.0374183


Tree=453
num_leaves=31
num_cat=0
split_feature=3 2 5 5 5 2 3 7 16 6 3 14 16 9 3 10 0 7 9 18 10 7 2 8 8 0 0 0 18 5
split_gain=0.437017 0.887814 0.805189 0.49492 2.68342 1.201 0.969717 1.47102 1.74315 0.689438 0.687619 1.98052 1.57108 0.787139 0.770646 1.9032 1.37302 0.978939 0.958264 1.07229 2.88201 0.957845 1.59298 0.929652 1.60501 1.16058 1.73599 1.01829 1.0029 0.807856
threshold=108.42013948475001 170.32456123625002 29.040033326300005 25.763052016400003 24.779543538450003 323.30468295165002 93.249170254600017 19.617375644250004 23.034946134300004 16.425383776450001 94.92945658615001 210.15891166350005 22.724946859200003 184.56123852025004 94.319176590550015 61.86411003975001 85.613949164150014 22.597569836950004 195.51131808980003 12.949570119650001 62.00390986255001 22.372035319250003 264.38054059520005 8.8430989333000021 8.7431769115000026 86.001087134900004 85.807518149550006 88.576630023850015 13.064341268650002 24.301614351200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 10 6 -5 -8 -9 -6 12 13 14 -12 15 -1 -17 18 19 20 -18 22 -21 24 25 26 -19 -25 -27 -30
right_child=1 -3 -4 5 9 -7 7 8 -10 -11 11 -13 -14 -15 -16 16 17 23 -20 21 -22 -23 -24 27 -26 28 -28 -29 29 -31
leaf_value=-0.032145624665727617 -0.031583745781506828 -0.03569964023545754 0.016793089543197602 0.02945696985224442 -0.011843709897885827 -0.019045357434725872 0.017580694837998703 -0.032923034090004896 0.0059488490100626486 -0.038883436688943625 0.014423545150260553 -0.048386008219967525 0.019116160623716672 -0.020628538049106224 0.017327329992396976 -0.023232598925107165 0.015195471977527656 -8.5668200446729196e-05 0.022261326924542746 -0.0061836471705172692 -0.025347652423981001 0.017020127363934743 0.020844701585304375 -0.025733271894288607 0.017046117883514178 0.023101464447543265 -0.030950946411515773 0.00098233596521849474 3.1168460126560537e-06 0.02073376629534535
leaf_weight=1.6380140419350926 0.45582240686053355 0.92054756550351147 1.0545683961827306 1.9204790256917466 1.6680910855066025 1.5202885994222004 5.0182652678340656 1.5183730510761959 3.5909001464024186 1.8283127378672359 1.6543839125661177 1.0095652124145997 4.4038815870881072 0.92340754438191641 2.5495993131771675 2.1728030960075548 3.0890826880931916 4.3638294879347077 3.1464469730854026 6.5218254992505553 3.4147493960335851 7.0035203117877236 2.9203339670784771 2.6456074574962249 5.2792848544195285 1.809089571237563 2.7465769657865167 2.6334960544481874 123.99689874312025 1.7635980136692513
leaf_count=17 47 46 44 11 29 32 44 98 32 58 35 34 25 28 16 29 13 33 13 147 32 55 38 25 34 10 31 24 1812 8
internal_value=0.000663038 -0.0121559 0.00219339 0.000816735 0.000414307 0.00642777 0.00964211 0.00588463 -0.00560309 -0.0259831 0.000911362 -0.0122751 0.00117114 0.00186731 0.000726398 0.000484737 0.000792788 0.00109747 0.00652108 0.00436305 -0.00609115 0.00849741 0.00217586 0.000122972 0.000595555 -4.92862e-05 -0.0120082 -0.0124061 0.000617272 0.000293832
internal_weight=205.182 2.43094 1.51039 202.751 189.182 13.5683 12.048 10.1275 5.10927 3.4964 185.686 3.58736 182.099 2.57779 177.695 175.145 173.507 171.334 26.096 22.9495 6.50383 16.4457 9.44216 145.238 139.959 134.68 7.11041 5.2791 127.57 125.76
internal_count=2900 137 91 2763 2546 217 185 174 130 87 2459 97 2362 63 2337 2321 2304 2275 298 285 45 240 185 1977 1928 1894 64 49 1830 1820
is_linear=0
shrinkage=0.0304144


Tree=454
num_leaves=31
num_cat=0
split_feature=5 5 5 9 2 5 13 12 6 6 5 15 13 3 15 16 10 18 6 18 6 0 19 6 4 4 6 12 17 8
split_gain=2.34024 2.00958 2.37641 1.91855 1.48075 1.59485 2.50687 2.13686 2.42913 1.9342 1.9284 1.51142 1.40318 3.38131 2.26531 2.20782 2.30961 3.08098 2.00995 4.11347 5.02502 2.44762 2.34293 1.85066 1.83867 4.00786 3.22304 2.40429 2.5225 1.78592
threshold=12.294714844000003 23.606333875400001 23.151456684850004 226.28914430085004 357.36576196840008 25.763052016400003 117.67112391160002 230.41045806775003 16.415383542800004 16.485385178400005 24.225659292200003 20.742056627150003 109.41218053485001 84.146051024900018 29.049007317550004 18.764956119400004 74.986474174450009 14.047116609550001 16.455384477450004 13.316069313700003 16.565387047600002 86.001087134900004 14.351157895250003 14.355335410100002 310.49012963040008 426.49971963025007 15.925372093750001 226.08376556485004 203.08534335880003 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 12 4 5 6 7 -3 -9 -7 -8 -11 13 15 -15 16 17 -2 21 22 29 -14 -20 -19 27 26 -26 28 -23 -21
right_child=1 3 -4 -5 -6 9 10 8 -10 11 -12 -13 18 14 -16 -17 -18 23 19 20 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00045601093549629042 0.0015538689101640838 -0.0024169333732867574 0.0011895902122175345 0.0016506977035642648 -0.0022224276036593754 0.001280749347892518 0.0015034301355022056 -0.0024370655390092959 0.00030520040717350817 -0.0029087336531766275 -0.00081046317924977462 -3.8613076824052129e-05 -0.00057915475439496091 -0.00030232153091487107 -0.0019848794903024529 0.0016821199186799472 0.00035825630493091124 -0.0025866653844335724 -0.00052100404820837299 -0.0011797280497557344 0.00042295704013911096 0.00091583864151204399 0.00094329370702730237 -0.00023965208835332295 -0.0021330035571480045 0.0018927168545451109 0.00062478917083137612 0.0023609621423568263 -0.00067270921043443503 -0.003396432058955649
leaf_weight=27.011992716928944 1.9005230441689471 4.7799529442563671 13.704391300678251 2.5021412149071685 1.853867458179592 5.6551738027483252 3.49399485066533 2.2187407976016402 5.0083782840520144 0.93243890255689521 3.3660784512758255 13.783321860479189 7.5229188399389377 12.86535964231007 5.4107366865500799 4.8910660892724982 41.442811171058565 3.8063983395695686 7.3878680542111423 3.4933957736939174 6.2348657045513391 47.302447637543082 17.573358383029699 2.7578818025067449 4.500805573537944 3.5045996345579615 3.6555986776947975 4.8531459942460051 5.29029507189989 3.4273606110364199
leaf_count=810 11 114 66 12 31 60 18 29 42 40 30 218 46 171 114 22 421 78 41 25 31 208 73 28 39 19 18 17 37 31
internal_value=0.000153463 0.000220626 0.000312505 -0.00020411 -0.000317051 -0.000227029 -0.000684078 -0.0012852 -0.000536681 0.000196281 0.000368056 -0.000220473 0.000248508 1.22029e-05 -0.000800452 0.000283234 0.00014614 -0.000892359 0.000398996 -1.04218e-05 -0.00099767 0.000602647 0.0005099 -0.0016006 0.000731297 -5.85748e-05 -0.000896995 0.000891633 0.000756047 -0.0022775
internal_weight=272.132 245.12 201.526 43.5941 41.0919 39.2381 18.8671 12.0071 7.22712 20.3709 6.86007 14.7158 187.821 73.0748 18.2761 54.7987 49.9076 8.4648 114.747 38.1168 13.1556 76.6298 24.9612 6.56428 69.1069 11.661 8.1564 57.4459 52.5927 6.92076
internal_count=2900 2090 1496 594 582 551 233 185 71 318 48 258 1430 845 285 560 538 117 585 201 87 384 114 106 338 76 57 262 245 56
is_linear=0
shrinkage=0.00218174


Tree=455
num_leaves=31
num_cat=0
split_feature=19 3 17 12 13 8 0 7 7 12 8 19 13 5 18 2 12 7 2 10 9 17 9 13 17 8 19 13 4 7
split_gain=0.46134 0.629037 1.03249 0.498403 0.749953 1.19125 1.30712 1.45286 1.72137 0.721985 1.32447 1.20419 1.88676 2.1032 1.9896 0.982116 1.52258 2.05031 1.45866 1.29873 1.28601 1.31541 1.24245 2.29031 1.09033 1.0606 1.1886 1.03068 0.946322 0.919763
threshold=14.651182102100002 92.913112988300014 196.91396350930003 58.770113158150004 121.87856088575002 8.8430989333000021 87.568458224950021 22.509653697550004 21.725272673150005 92.695913642950003 8.7431769115000026 12.651020723000002 110.04934511175001 19.500380888400006 14.682853263650001 86.011634045550025 114.86856072930001 22.580174331950005 103.98563613345001 70.182199495350019 185.90443620030001 199.55131508320002 196.98862600660001 104.27722550570002 166.83257850275001 8.6432548896500023 14.351157895250003 117.60122400020002 195.32149859550003 20.778835947700006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 8 -7 11 15 -5 14 -14 -13 20 17 27 19 -18 -11 22 -22 -24 -20 28 -27 -17 -26 -30
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12 12 13 -15 -16 16 18 -19 24 -21 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.019697255632697301 0.022228321784924981 0.01500482821266212 -0.013335217285326047 0.012677748566505711 0.025775214189172519 -0.031046825375671647 0.0032718556301281395 -0.041371358420707195 0.024084152308150246 -0.0092026825031596062 0.017313506859230027 -0.055380674426107175 0.01589517161123763 -0.023140279527654652 -0.0044958543951867831 -0.021189261907319651 0.01957446180887586 -0.039587924336687147 -0.018490008474829775 -0.0089048793880833737 0.027832327412812066 -0.0071333641067033255 0.034143455606922835 -0.016352327289495022 -0.02551520680300004 -0.029534071236079425 0.0016722648357959851 0.025972841770615394 0.011585316522136372 0.0001404526398363229
leaf_weight=1.5628569554537524 2.6971433758735639 3.3893387448042631 2.74313391931355 2.8352456636494017 1.3455358892679203 1.4348401577444732 3.8043445190414786 2.6084274323657155 1.2496360500808803 3.8983832697849747 5.8427877463400355 2.0051028183661388 3.6277659460902214 2.9527343828231096 1.6535493992269037 0.97681526455562506 7.9135602898895723 2.6424613535054959 3.8925994959718073 2.4803258146857843 6.7040392738999781 2.9886723365634671 1.793376854562666 2.5880320621654391 1.6094710628967721 2.9746983274817458 2.7890386283397675 1.2404923238791523 8.9484362856019271 111.07737575241481
leaf_count=10 13 25 23 42 11 35 32 43 12 36 40 29 21 29 19 45 36 41 242 54 34 30 21 25 26 32 24 9 141 1720
internal_value=0.000728515 0.00840684 0.00232796 0.000381624 0.00022592 4.73652e-05 -0.0120825 -0.0231187 -0.0053831 0.000648933 0.00124579 -0.00712818 -0.0126125 -0.00162041 -0.032383 0.000675152 -0.00025406 -0.0191549 0.000394233 0.0127783 0.00825182 0.0130865 0.0185379 0.00431636 -0.000586173 -3.91318e-05 -0.0144335 0.00519599 0.000642952 0.000993716
internal_weight=204.27 8.82962 6.13247 195.441 193.878 192.532 9.09725 5.2929 2.68448 183.435 170.361 13.0744 10.2392 6.5805 3.65865 164.518 146.545 4.85977 141.686 10.3939 17.9725 14.0741 11.0854 4.38141 131.292 127.399 5.76374 2.21731 121.635 120.026
internal_count=2900 61 48 2839 2829 2818 122 90 47 2696 2556 140 98 50 48 2516 2370 95 2275 90 146 110 80 46 2185 1943 56 54 1887 1861
is_linear=0
shrinkage=0.0343417


Tree=456
num_leaves=31
num_cat=0
split_feature=6 6 0 9 15 0 9 2 0 10 9 16 10 3 16 19 0 18 10 0 19 19 7 2 13 16 14 2 16 6
split_gain=2.61008 2.93505 2.15976 2.80899 4.14585 3.98249 2.83051 2.45207 2.38885 2.46592 2.26528 2.1037 3.25478 4.30236 4.0879 3.0276 1.53272 1.47478 1.37876 1.83075 2.55322 1.74337 1.60494 2.89111 2.19433 3.18724 2.16344 2.59365 2.15478 1.62298
threshold=13.665319288000001 13.775321858200002 93.972365491700018 206.08249486475003 29.049007317550004 95.002044955650021 213.24207352880003 159.92742394165003 85.716110573100011 62.00390986255001 202.89977928865002 19.214955067100004 66.697957758300021 89.227236891450005 19.974953289850003 13.851117550450002 85.678472159250006 15.731168606150002 78.220689305400015 97.671683879200017 13.351077205700003 9.4507625164000029 24.550696209100003 219.74617996645003 98.362617618700014 9.6249774926000011 315.57679249195007 203.55719022600002 14.034967180100002 12.380289263450001
decision_type=2 2 2 2 2 2 2 2 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 8 4 10 -6 17 -8 9 -3 -4 -10 13 -13 15 -14 -11 -5 19 -1 -21 -20 23 -23 25 -24 27 28 -27 -26
right_child=1 2 3 6 5 -7 7 -9 11 16 -12 12 14 -15 -16 -17 -18 -19 21 20 -22 22 24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0001423816947014496 0.0016446953536021569 0.0001079860485643598 0.00024493838660268643 -0.0027609329395351023 -0.0026237702158002705 0.0005993408755934059 0.0010059043857050139 -0.0017208030485910011 0.0012636706666697428 -0.0020502669433576331 0.001973526198466934 0.0018118487198588735 -0.0010471870555191398 0.00035435649957188235 -0.0025913095022013551 0.0014691530642595646 5.5548553754109967e-05 -0.00049791678036514647 -0.0021784132899309622 -0.0018225811854484515 0.00043271896085778484 -0.001129502065409719 0.00065268545706261981 0.0017915165223690501 0.00095782338431433904 -0.0022196971398810695 -0.0022580141836171679 0.0018192764064887119 0.00014514070676382141 -0.00099925279676251638
leaf_weight=18.667195054702464 6.310305528342723 32.677750565460883 10.066149653866889 4.0314622547011805 3.5722087714821091 2.9226050218567252 3.5465407073497772 2.2667930102907121 12.40434475801885 4.0254507341887793 4.6461422778666011 9.3924831897020322 4.3235533572733384 88.618432707618922 3.2815823666751376 3.7385507524013519 2.264645641669631 1.7238221792504189 1.4123600849416096 7.7183562293648702 2.8940403815358877 1.9421908580698062 6.6272856362629744 5.2924522180110216 10.10818593110889 3.2948039066977781 4.4088440893683574 1.6456595286726949 3.1700277226045728 2.15569451637566
leaf_count=248 34 422 60 64 56 26 24 40 72 130 17 42 29 464 37 13 17 19 171 158 26 56 141 40 83 184 141 13 45 28
internal_value=0.000151607 0.000270394 0.000225577 -0.000253489 0.000189269 -0.0011734 -0.00106514 -5.73205e-05 0.000323269 -0.000118013 0.000790826 0.000464497 0.000373844 0.000494029 -0.000664569 0.000119688 -0.0012921 -0.00208311 -0.000190708 -0.000528453 -0.00120755 5.61622e-05 0.000137829 0.00100735 -6.24436e-05 -0.000495605 -0.00110347 -0.00047586 -0.0010601 0.000613817
internal_weight=269.15 199.813 193.503 32.7757 21.2071 6.49481 11.5686 5.81333 160.727 38.9678 14.7123 121.759 109.355 98.0109 11.3437 8.0621 6.2901 5.75528 69.3371 29.2796 10.6124 40.0575 38.6451 7.23464 31.4105 19.1466 12.5193 8.11049 6.46483 12.2639
internal_count=2900 1566 1532 306 159 82 147 64 1226 569 77 657 585 506 79 42 147 83 1334 432 184 902 731 96 635 524 383 242 229 111
is_linear=0
shrinkage=0.00204771


Tree=457
num_leaves=31
num_cat=0
split_feature=5 6 5 15 7 4 9 4 9 15 16 15 15 15 6 9 6 8 17 7 16 9 17 9 15 17 17 2 10 2
split_gain=0.435689 0.886612 0.576395 0.601472 0.580071 0.639945 0.587131 1.41151 0.880163 1.43537 3.04878 2.03568 1.13148 1.18607 1.26208 0.798603 0.871106 1.85186 0.7053 0.682986 2.37872 1.66056 3.67576 4.51823 2.88895 2.23844 2.04744 1.99107 1.93236 1.43679
threshold=12.294714844000003 9.3352181158500027 13.264960807550002 19.215947067900004 27.054163064550004 354.65463678160006 215.80505313260002 190.68865001715002 207.37918994975004 34.761639995350009 22.604947139800004 29.593577021650002 18.737875933500003 23.304416445750004 13.775321858200002 217.37165979795003 18.080422446150003 8.6432548896500023 194.76181357870004 23.124786352450005 14.479966139550003 190.58777288605003 190.94194574995001 195.29234479735001 41.657300687350009 185.01807150455002 188.16174763880002 180.42199898520002 62.399113207700005 56.184788788300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 8 -8 19 11 -11 12 -10 -14 -15 -9 17 -17 -16 21 -21 26 24 -24 -23 -26 29 -28 -29 -4
right_child=2 -3 4 -5 5 -7 7 15 9 10 -12 -13 13 14 18 16 -18 -19 -20 20 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.0030323705833503961 0.024256000358215807 -0.041431765665667301 0.031776651454735266 -0.00036001073710386874 -0.002070071100657116 -0.041417861303756548 -0.019288414055067492 0.032313948331248919 0.017069490733550973 -0.044745597568620385 0.0040619637693143857 0.014357964783428065 -0.04732215177200895 0.017586725977933391 -0.0066352230975294559 0.01612782649896391 0.028158931229178071 -0.020105208920926262 -0.043701941596930735 -0.033551517041067826 0.0050310593172695432 0.0089796886534503472 -0.0076478281495927138 -0.063855620287223608 0.009607767256376987 -0.056710485906606926 0.021126387970571665 -0.046509719129147621 0.014266103096494447 -0.0043905098262916348
leaf_weight=14.637820909178114 2.9485827994067213 0.85913897713180709 1.5654685162007833 2.4550609132274985 1.4496484184637659 0.90678127552382637 2.1732083074748507 2.3049091682769349 1.3261471316218392 3.4402053458616129 3.468990433961153 6.9503437117673457 1.6126365122618151 1.4429444558918474 1.4154069642536344 5.1671240484574792 2.3490710062906137 3.0143216780852526 1.3570607807487247 2.2211924232542506 74.158717987127602 12.806322425603868 5.1151317784097028 3.099768205313012 1.1072550653479987 1.8093047349248079 11.643863161560146 1.2852469333447509 1.566725759534165 27.945112108369358
leaf_count=753 38 57 11 39 28 29 27 22 16 55 31 67 29 19 20 67 18 41 24 83 579 81 34 35 15 39 62 34 20 527
internal_value=0.000759576 -0.0051612 0.00124735 0.0130721 0.000897623 -0.0172116 0.00113424 0.00809142 0.000502698 -0.00652184 -0.0202401 0.00019816 -0.0135582 -0.0205274 -0.0102768 0.0127272 0.00844006 0.00277835 -0.0247786 0.00152548 0.00390905 -0.00115403 -0.00894104 -0.028857 0.00146465 -0.0315331 0.00308181 0.0143881 -0.0131226 -0.00247192
internal_weight=203.604 15.497 188.107 5.40364 182.703 2.35643 180.346 15.0086 165.338 21.0137 6.9092 14.1045 7.1542 5.82805 4.21541 12.8354 10.5305 8.18145 2.77247 144.324 76.3799 67.9442 23.9378 8.2149 15.7229 2.91656 44.0064 14.4958 2.85197 29.5106
internal_count=2900 810 2090 77 2013 57 1956 175 1781 261 86 175 108 92 63 148 126 108 44 1520 662 858 204 69 135 54 654 116 54 538
is_linear=0
shrinkage=0.0367371


Tree=458
num_leaves=31
num_cat=0
split_feature=19 8 6 7 7 2 12 4 14 19 5 9 5 3 18 16 12 10 5 2 18 18 18 18 7 2 0 6 13 10
split_gain=0.427304 0.58894 0.489312 1.49303 1.31604 1.22261 2.89299 2.05316 1.7824 2.68722 1.30141 1.02491 1.01379 1.75941 0.908073 0.972688 1.9577 0.998093 0.877235 0.906998 0.865522 1.25663 0.965231 0.897796 1.84568 3.29119 2.18327 2.62023 2.50893 1.39208
threshold=14.651182102100002 8.6432548896500023 16.505385645700006 23.824098587650003 23.738191650050002 122.26439358135001 161.55002974485004 228.53067524955003 192.04981134545002 14.351157895250003 21.269675393700002 77.514178653100018 22.852794041600003 93.458869988800004 12.777826849750001 22.654947022900004 182.87454670205003 61.907125369850007 36.806659819600007 210.09551210720002 12.949570119650001 13.075178189100003 13.101381023200002 13.482409244300003 23.124786352450005 101.14502893930002 86.388225105700016 15.785368822600002 117.43991651235002 61.971648364950006
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 10 -4 -12 -9 -14 -1 17 -17 -16 19 -15 -19 -22 -23 24 25 -24 28 -28 -27 -25
right_child=1 -3 3 -5 -6 6 7 12 -10 -11 11 -13 13 18 15 16 -18 20 -20 -21 21 22 23 29 -26 26 27 -29 -30 -31
leaf_value=0.019323308197336058 0.018676333702834429 -0.0020550278764972134 -0.0014403893251248583 -0.033373669305147458 0.033755795673111141 -0.05624090538906 0.034046004657717503 -0.032820164761434505 0.027687108396106892 0.0083309897320101509 0.0035438814685884073 -0.059637517392374335 0.036597329587282915 -0.0089532713393080526 -0.029990181600100255 -0.012596712608647613 0.023332231946359916 -0.018386356912151479 0.019220678089970772 -0.042024438765781845 0.021362621923100653 -0.030375800317297284 0.032177352480841505 -0.044582490847948457 0.024303360507624074 0.0097958671213735464 -0.021610674340499961 0.027487903449997169 -0.058847474048049873 -0.00051068217316620678
leaf_weight=4.2668371215695506 4.7530358852818591 3.8976646987721324 1.5792329346295471 2.47290049586445 1.572176195681094 1.9591869837604452 1.8338344288058568 2.5803937017917624 3.8384156515821806 10.050197038799523 0.49992680829018388 2.0328732018824667 1.3678748533129681 5.0680205570533854 1.7203485480276857 3.4447132744826359 7.5973948426544666 3.7644167449325314 1.2020612743799572 1.741342587280087 4.5034879085142157 1.6019684830680478 3.6189400330185917 1.1321159489452828 7.1377431852743021 1.2523206749465301 3.5621417239308357 3.2471280097961426 2.4802114496706054 105.43726012195111
leaf_count=58 27 34 11 32 5 86 11 21 24 59 27 67 6 83 24 24 69 39 21 59 48 13 20 12 35 16 43 14 40 1872
internal_value=0.000740421 0.0093356 0.000354296 -0.00367808 -0.00159929 -0.00324607 -0.0112888 -0.004904 0.00379232 -0.00268393 -0.0296054 -0.0471667 -0.0108764 -0.00483931 0.00133911 0.000829243 0.0121238 -6.50433e-05 -0.0119142 -0.0174105 0.000308723 0.000834022 0.000119953 0.000502014 0.00791178 -0.000350423 -0.011517 0.0018029 -0.0358166 -0.000978869
internal_weight=201.216 8.6507 192.565 37.7984 35.3255 33.7534 15.7527 13.7935 18.0006 14.1622 4.11203 2.5328 11.9597 9.3793 154.767 150.5 11.0421 139.458 8.01142 6.80936 137.738 133.973 129.47 127.868 21.2985 14.1607 10.5418 6.80927 3.73253 106.569
internal_count=2900 61 2839 512 480 475 287 201 188 164 105 94 190 169 2327 2269 93 2176 163 142 2152 2113 2065 2052 168 133 113 57 56 1884
is_linear=0
shrinkage=0.0395325


Tree=459
num_leaves=31
num_cat=0
split_feature=6 6 3 10 0 16 10 3 16 19 9 15 0 2 12 2 9 18 3 9 5 9 8 18 19 9 10 5 5 9
split_gain=2.77601 2.9535 1.78275 2.76598 2.76194 2.69 3.22646 4.47761 3.60121 3.00258 2.45028 3.51611 4.01281 2.37477 3.49803 2.29953 2.09861 1.79902 1.76697 1.64064 1.53441 2.45279 3.01432 1.52434 1.45456 2.1245 1.40746 1.89052 2.50536 2.45949
threshold=13.665319288000001 13.775321858200002 93.883646373400012 61.917879202350001 93.972365491700018 19.214955067100004 66.697957758300021 89.227236891450005 19.974953289850003 13.851117550450002 206.08249486475003 29.049007317550004 95.002044955650021 159.92742394165003 118.78432046510001 162.53466164215004 202.89977928865002 12.918470885650002 94.92945658615001 187.38923140910003 30.133297129900004 186.67271206880002 5.9453602998000008 11.831616630050002 14.451165964200003 66.290220196950017 65.630639880500027 20.206488238950005 21.042547594650003 198.78883073475004
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 5 -3 7 -7 9 -8 11 16 -13 14 -12 17 -6 -5 -4 -19 21 22 23 -20 25 -22 27 -9 29 -29
right_child=1 2 3 15 10 6 8 26 -10 -11 13 12 -14 -15 -16 -17 -18 19 20 -21 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00018909826979457111 0.0015279396260343752 0.0012688913051801106 0.00098141498766831725 -0.0024260724878212817 0.00022194636994925457 0.0016981325980977575 -0.0010463833823572174 0.0011986041485453035 -0.0023953818047386579 0.0013473337310856523 -0.0023307848190060195 -0.0024170687308650313 0.00067271902553223801 -0.0021035739293892878 0.00059276563980709747 -0.0023223884986762582 0.0017940131977154422 0.00063588724068196743 0.00012659776428429335 -0.0011726569362541231 0.00090856292489963054 -0.0018492611012670928 0.0015262167894612144 -0.0020729405847774341 0.0017823807797274708 -0.0012059048183451257 -0.00073082975236109498 7.9916453986241814e-05 0.00041340382334748683 -0.0018660537705736126
leaf_weight=70.808291064575315 6.5015667453408232 12.877382622100411 7.5431545500177917 1.4015977643430213 10.096387606114151 9.5868117734789831 4.2388033587485534 9.0997903496026975 3.1233491748571396 3.5651761665940285 2.1380487307906133 3.4117165058851233 2.8515235902741551 4.0118102808482945 5.1681891586631536 3.1512788592372081 4.5530688501894465 4.8092297366820276 2.4257134764920938 3.0160565171390772 4.2726332284510118 3.7633797153830528 3.0593114793300629 2.2390841820742935 2.3407002240419388 2.9811308290809393 4.5124501362442961 6.9129571095108968 64.283130965661258 3.6765964590013027
leaf_count=1334 34 72 38 48 60 42 29 39 37 13 32 56 26 77 38 89 17 36 67 30 23 49 12 85 8 80 22 34 347 26
internal_value=0.000138345 0.000253347 0.000210874 -0.000145361 0.000305658 0.000438001 0.000339838 0.000450237 -0.000650987 4.71642e-05 -0.00019478 0.000195147 -0.00101035 -0.000915259 -0.000262763 -0.000904621 0.000710547 -0.000420407 0.000182961 -6.11699e-05 -0.000102727 -0.000576688 4.33414e-05 -0.000929172 0.000464749 3.95651e-05 0.000315035 0.000371237 0.000270681 -0.000595707
internal_weight=272.42 201.612 195.11 41.0033 154.107 121.876 108.999 98.0717 10.9273 7.80398 32.2307 20.9127 6.26324 11.318 7.30624 12.3782 14.6495 9.22688 28.6251 7.82529 21.082 11.4875 7.72411 4.6648 9.59446 7.25376 88.4849 83.9725 74.8727 10.5896
internal_count=2900 1566 1532 565 967 661 589 510 79 42 306 159 82 147 70 203 77 114 362 66 324 213 164 152 111 103 468 446 407 60
is_linear=0
shrinkage=0.00192234


Tree=460
num_leaves=31
num_cat=0
split_feature=6 6 0 9 15 0 2 12 0 2 3 16 9 12 9 17 7 18 17 5 5 10 16 9 6 8 3 2 9 5
split_gain=2.30056 2.52003 1.83319 2.67951 3.43698 3.71137 2.55916 3.41473 2.49353 1.97556 2.05631 1.87584 2.04025 2.35798 1.86356 1.5638 1.7652 1.70363 2.69414 2.50895 3.05178 2.22443 1.82914 1.65159 5.01342 2.79464 1.61835 2.41074 2.52343 1.55894
threshold=13.665319288000001 13.775321858200002 93.972365491700018 206.08249486475003 29.049007317550004 95.762878606550018 159.92742394165003 118.78432046510001 87.181320254150009 317.41815758785003 92.751805500450018 22.654947022900004 188.53841931785004 93.660658182900008 202.89977928865002 200.83528241485001 23.724432465350002 13.3584252364 191.89151741935004 22.907563598750006 23.803605515150004 61.923256118600001 22.544947280100004 66.290220196950017 16.375382608200002 5.9453602998000008 93.077108934250006 166.57119979220002 195.74493321760002 18.483418961650003
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -6 7 -5 9 10 -3 12 -10 -14 -4 16 17 18 23 22 -21 -22 -19 -12 -25 -26 -27 -28 -29 -15
right_child=1 2 3 6 5 -7 -8 -9 11 -11 15 -13 13 29 -16 -17 -18 19 -20 20 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.00024732145682885534 0.0018837434382771576 -0.0016184566943239615 0.00031092998842801542 -0.0029900378454942042 -0.0024024350928407824 0.002175261905687302 -0.0028103830284954483 0.00075925177353320338 0.0020731964895888324 -0.001970905955093792 0.0014500281823919879 0.0021465348137144303 -0.0011822927331549657 0.0016451451908843472 0.0022562147689373555 -0.0016462453375792724 0.0014410151255642766 -0.00013154012890086693 0.001678044568991234 0.0016469535440572416 0.00080684749674815907 -0.0030761694937938302 -0.0026885306034464059 -0.002724075019027928 -0.0016329774683327353 0.0022076358220680229 0.00058868962860815521 -0.0025348045214579717 0.00032420507675192501 0.00043079927064484046
leaf_weight=61.290640940191224 5.9141464941203585 3.7422748273238531 9.7590826116502338 2.105442035943268 4.5663309730589381 1.4072759225964544 4.1093361303210258 4.9311305247247219 5.2739760885015121 2.6846217078855252 5.613865532912313 5.3101591765880576 4.7933838963508597 7.7108414843678466 4.3132588528096667 2.5813451753929249 7.5362069020047775 2.8946099006570867 8.3149032881483418 4.8200671048834902 1.6164593845605852 2.0107463160529733 4.1148520037531853 3.6963086102623484 4.3555850693956009 2.9234949648380271 34.398887931369245 3.3729984215460709 4.222524921875447 38.391661502420902
leaf_count=1334 34 26 60 32 76 6 77 38 30 48 37 28 28 37 17 22 37 26 42 19 10 32 29 73 201 10 192 59 38 202
internal_value=0.000169797 0.000299252 0.000250336 -0.000296336 0.000242289 -0.00132401 -0.00126506 -0.000362589 0.000356657 0.000114366 0.00017255 0.000746418 0.000614055 0.000462854 0.000907172 0.00024503 0.000299341 0.000194868 0.000365251 -0.000542572 0.000361923 -0.00134571 -0.0016326 0.000178924 4.42093e-05 0.000251875 0.000434645 0.000311216 -0.000945416 0.000633904
internal_weight=258.776 197.486 191.572 31.1919 20.0459 5.97361 11.1459 7.03657 160.38 98.8998 96.2151 61.48 56.1699 50.8959 14.0723 92.4729 89.8915 82.3553 66.8986 15.4567 8.44727 3.62721 7.00946 58.5837 52.9698 49.2735 44.9179 41.9944 7.59552 46.1025
internal_count=2900 1566 1532 306 159 82 147 70 1226 901 853 325 297 267 77 827 805 768 652 116 61 42 55 610 573 500 299 289 97 239
is_linear=0
shrinkage=0.00246454


Tree=461
num_leaves=31
num_cat=0
split_feature=6 13 13 16 8 0 16 13 5 5 5 2 6 18 3 6 6 15 4 8 2 9 9 6 3 10 16 19 16 6
split_gain=0.388158 1.25366 0.819693 1.1309 0.766802 0.701514 0.543145 0.804109 0.435976 1.30888 1.19048 1.70441 1.51547 1.44705 1.37457 1.21365 0.843197 1.23455 0.834637 1.03791 0.882487 0.875682 1.35981 1.22237 0.938954 1.1546 0.86746 0.83142 0.766035 0.764017
threshold=5.0951190466500007 92.504467352450021 92.138837046750012 12.644970430600003 0.84933718570000016 106.56510337475001 12.294971249000001 81.98184222990001 23.606333875400001 23.151456684850004 25.763052016400003 347.55895130095001 16.395383075500003 13.278511569200001 93.249170254600017 16.505385645700006 15.710367070250003 20.742056627150003 122.51844363470001 10.441851282850001 92.716362671650018 64.606296034500005 66.290220196950017 16.635388683200002 101.23926781830001 57.729261435100007 19.254954973500002 14.451165964200003 22.744946812400002 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 2 3 4 -1 -6 7 -7 9 -2 12 14 27 28 -12 -15 -16 -18 -19 20 -20 -22 -23 -24 -25 26 -26 -10 -14 -11
right_child=8 -3 -4 -5 5 6 -8 -9 10 29 11 -13 13 15 16 -17 17 18 19 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.035967790716450211 0.00089808060867720488 -0.03595844931219163 0.02575792995099413 -0.037588406329864751 -0.036889876912488878 0.014019473207131259 0.03646696235347946 -0.03561866074617253 -0.043153740711352875 0.020329728142209513 0.032284315688719992 -0.041772379278828181 -0.03901856980933472 0.012462234763670359 0.02813615268390671 -0.014867049069926455 -0.045742120010783718 -0.053531731911459109 -0.040547352567492131 0.034963934538185741 -0.041477611748960412 0.03085974098123578 -0.038238674587568494 0.02075166309392748 -0.035735980432856258 -0.043566537124899885 0.022345079780158816 -0.0067260090369658347 -0.0026708781181573795 1.6630656223166242e-05
leaf_weight=0.5522437872714353 153.61468793949462 1.430893429671414 1.1681854831986127 1.07779852184467 0.37870878120884333 2.0131515073589989 0.84188044490292657 0.47885028086602677 2.1318520719651164 6.7685572328045946 2.1455976366996738 0.90740874683251682 1.7753290324471884 5.6775976559147221 1.3373236674815405 2.91503367992118 0.68027703743427892 0.30876176431774993 0.59576554456725528 1.1310151517391194 0.49436988029628981 1.9137889277189968 0.95496297394856799 2.207199651747942 0.4150040112435821 0.81781622837297607 1.1479025012813506 1.1397252217866478 1.1214317218400536 3.2480122852139175
leaf_count=124 1700 146 13 65 19 121 5 47 52 46 14 27 87 40 10 35 45 3 14 6 12 13 56 19 69 43 21 15 13 20
internal_value=0.000680403 -0.00677949 -0.000366783 -0.00607904 0.00188393 0.00751433 0.0125584 0.00448126 0.000986655 0.00168437 -0.00284214 0.00396914 -0.00979012 -0.00390346 0.00690249 0.00319083 0.00236581 -0.000865069 0.00219191 0.00396972 -0.000131797 0.00289651 0.00583847 -0.00280061 0.00457572 -0.0104212 0.00692261 -0.0304633 -0.0249472 0.0137429
internal_weight=201.391 7.94171 6.51082 5.34263 4.26483 3.71259 3.33388 2.492 193.449 163.631 29.8182 15.0572 14.761 11.4894 14.1498 8.59263 12.0042 10.6669 9.98659 9.67782 8.54681 7.95104 7.45667 5.54289 4.58792 2.38072 1.56291 3.27158 2.89676 10.0166
internal_count=2900 540 394 381 316 192 173 168 2360 1766 594 352 242 175 325 75 311 301 256 253 247 233 221 208 152 133 90 67 100 66
is_linear=0
shrinkage=0.0344288


Tree=462
num_leaves=31
num_cat=0
split_feature=19 16 0 9 9 16 4 4 19 18 18 19 0 7 2 18 15 8 6 3 6 6 18 19 16 17 2 16 3 15
split_gain=0.367089 0.540471 0.37379 1.01339 2.17442 1.20179 1.25872 1.4646 2.36465 1.34807 1.04436 1.01157 0.950261 0.919387 2.23671 1.00975 0.802662 1.93453 0.779698 1.59382 1.66524 1.40039 0.984781 1.70221 1.41143 1.59096 1.38385 0.876302 0.806364 0.7685
threshold=9.8507947922000021 8.3799804039500021 85.716110573100011 190.24759545780003 199.02473417820002 22.744946812400002 375.86663358980007 195.32149859550003 14.451165964200003 11.639306137250001 11.257534840550003 14.451165964200003 85.807518149550006 19.152455927400002 162.53466164215004 12.993406580100002 42.670190152050004 10.441851282850001 18.155424198600006 93.58791597905001 16.465384711100004 16.910395108650004 13.340835220050002 14.351157895250003 22.574947209950004 184.84480138465003 81.219375828750017 22.694946929300002 93.716961969300016 44.920183738100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 8 10 -9 -2 -5 -4 -11 15 -15 17 -6 19 21 -21 22 23 24 25 26 -14 -24 -22 -18
right_child=2 -3 12 4 16 -7 -8 9 -10 13 -12 -13 18 14 -16 -17 29 -19 -20 20 28 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.043012560055217183 0.02093327672374606 0.0051961142207117049 0.015797548804307105 -0.017737694216812393 -0.047745966553404524 0.024485609933210022 -0.047455653901224318 -0.031829456934082158 0.012793361085124903 0.029381419323202543 -0.054737487598801912 -0.061723860558478769 0.015565430745987421 -0.012163037526423066 -0.046805764963157186 0.035406423150214264 0.02924022685884985 0.018702775448279495 0.026764996456457676 -0.053535102420060342 -0.022408307111198178 -0.028944851398359471 0.00022960424314943641 0.023971658376756914 -0.016397790191978682 0.027471690534935624 -0.032016338307696318 0.028078427460736913 0.0098416625413610143 -0.005389906170282152
leaf_weight=0.76603943356894777 0.34542177111143724 0.75594799849204719 7.3782025622203937 1.6995696229860171 1.5527349211042749 3.2936114445328704 0.9535873327986345 1.1264205607003521 2.2096758782863617 3.9809685153886658 2.1922844990622252 1.7222229249309746 2.0504438318312186 1.0994154141517358 1.1196431688731534 2.1732312577078119 1.9498125277459619 1.3315274808555839 1.8922560587525357 1.6761341239325691 2.6629120064899325 2.4328674310818306 126.46988226880785 8.5779283316805941 4.8983531380072227 4.4678743705153465 1.9521476903464643 1.8760537728667248 2.4223725013434887 2.2679681025911123
leaf_count=182 25 44 41 33 52 18 37 76 10 36 89 28 14 33 66 19 14 14 11 26 29 22 1780 41 37 26 32 17 18 30
internal_value=0.000720813 -0.019068 0.000873099 -0.00336752 -0.013388 0.00233447 -0.00246514 0.000546173 -0.0177993 0.00971417 -0.0444375 -0.0398764 0.00160228 0.0153029 0.00254272 0.0194259 -0.00062584 -0.0170697 0.000953278 0.000647031 -0.0185705 0.00149783 0.00199062 0.00990855 0.000885143 0.0108796 -0.00764119 0.000636675 -0.00704605 0.0106191
internal_weight=199.298 1.52199 197.776 29.0181 10.5238 18.4943 15.2006 14.2471 4.74738 9.49968 2.53771 3.42179 168.757 8.37326 4.39229 3.27265 7.10204 2.88426 161.379 159.487 6.76142 152.726 150.293 21.9467 13.3688 8.47047 4.00259 128.346 5.08528 4.21778
internal_count=2900 226 2674 580 171 409 391 354 124 230 114 61 2094 154 118 52 110 66 2053 2042 73 1969 1947 150 109 72 46 1797 47 44
is_linear=0
shrinkage=0.0404487


Tree=463
num_leaves=31
num_cat=0
split_feature=6 6 10 7 13 19 3 15 18 13 15 15 19 18 7 2 19 12 3 5 16 15 18 18 17 5 15 2 9 8
split_gain=2.08079 2.3739 1.25407 1.40549 2.42133 3.61205 2.59581 1.99303 1.69623 1.38571 1.50429 1.67365 1.34376 1.18077 1.99245 1.08656 1.38233 1.22625 1.06139 2.06443 1.85196 1.97837 2.23961 1.99205 2.11817 1.91271 1.75756 1.65407 1.74482 2.61291
threshold=13.075305502400001 12.380289263450001 67.316303128300021 22.969987962250006 98.238948544700023 12.250988447150002 75.559115756250023 24.200063469100005 16.118666550000004 83.635243980150008 20.044580420600003 20.310401204950004 11.550931964450003 17.552559642400002 25.451258541350004 234.61110956795002 12.651020723000002 219.23896387120001 94.92945658615001 26.429611911700004 22.724946859200003 44.34858359035001 13.278511569200001 13.3584252364 199.30127897920002 22.963361893800002 46.422062705750008 122.26439358135001 187.70546222865002 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=1 2 -1 15 6 -6 8 -7 12 -10 -11 -12 -5 14 -9 16 17 -4 20 27 21 25 -23 -24 26 -2 -25 28 29 -20
right_child=18 -3 3 4 5 7 -8 13 9 10 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016251241488467779 0.00030114103250467999 -0.0021293429245311407 -0.0025739433065591088 -0.00094716562258467145 0.0018529827958297038 -0.0019383243654084766 -0.0027299115619569348 0.00098238371370963813 8.1899765394278281e-05 -0.002561364085509998 0.0024267110774179321 -0.0016516688851690355 0.0018833670118188791 0.0018823988180088399 -0.0028041934525518358 0.0013902528499897147 0.00094931171313839056 0.00092372757112198407 -0.0025377916695020733 0.00025315425317788421 0.0016156317491060565 -0.002673858379407762 0.001779362829042638 -0.0033183288668134059 0.00039134348464321005 0.0012264476681791972 -0.00038569758519179585 -0.0031741497121807144 -0.0030792869930478767 0.0026470314531630438
leaf_weight=2.9162342371419063 145.33780066436157 3.5528536546044043 1.6720023711677625 1.48528552730568 6.2005960494279853 3.4758545164950174 3.384035335853695 2.0813254623208199 4.6844630250707251 3.8849416077136993 0.89933393895626101 1.5969693898223338 2.706481384113431 1.9310972951352594 1.2851833030581472 6.1930061080493033 3.443057271419093 0.87205653637647618 0.89773630211130129 13.669564688694662 6.3786419685930005 2.3370536095462731 2.5152933094650498 2.2313830782659334 5.6577657533343881 14.004280925728379 2.4530909508466721 2.0651629876811057 1.0140163910109548 1.4589596986770628
leaf_count=43 963 76 64 45 41 79 130 35 269 219 5 51 22 13 29 52 44 11 48 269 31 83 14 25 40 69 32 61 31 6
internal_value=0.000182487 -0.000242344 -0.000104714 -7.89519e-06 -0.000260054 0.000455996 -0.000835231 -0.000531316 -0.000415 -0.000905711 -0.00163071 -0.000182366 0.000880413 0.000391847 -0.000463163 0.000688029 -3.83427e-05 -0.00137501 0.000293494 -0.000242519 0.0003501 0.000303849 -0.000520568 -0.000129174 -0.000593342 0.000382465 -0.00178262 -0.00148899 -0.000456522 0.000671977
internal_weight=252.286 52.2648 48.7119 45.7957 33.6156 14.9741 18.6415 8.77346 15.2575 11.0657 6.38124 2.4963 4.19177 5.29761 3.36651 12.1801 5.98712 2.54406 200.021 19.1054 180.915 174.537 15.1946 12.8575 10.3422 159.342 4.68447 5.43588 3.37071 2.3567
internal_count=2900 1228 1152 1109 938 197 741 156 611 544 275 56 67 77 64 171 119 75 1672 415 1257 1226 194 111 97 1032 57 146 85 54
is_linear=0
shrinkage=0.0023912


Tree=464
num_leaves=31
num_cat=0
split_feature=19 5 12 12 19 13 18 5 6 4 5 17 8 9 8 8 17 2 17 17 17 10 12 9 18 18 18 17 16 18
split_gain=0.36218 0.49527 0.396416 0.623719 0.986277 1.84961 1.98788 1.1995 1.47815 0.894686 2.055 1.07357 0.96319 2.04784 1.4 0.772994 0.88952 0.724719 0.700853 0.685655 1.65301 1.4631 1.75146 1.41312 0.729637 1.92429 1.04382 1.97005 0.852538 0.978514
threshold=14.651182102100002 22.334016245700003 58.770113158150004 92.695913642950003 12.651020723000002 110.04934511175001 14.752187928300001 19.500380888400006 17.130400249100003 163.60960442095003 20.361635946650004 166.83257850275001 8.9430209551500024 226.28914430085004 9.6424751081000029 8.7431769115000026 197.94573456765002 167.29597799085005 164.78131450820004 174.63059628235001 183.23782055230001 82.987325570650015 125.41921396985002 68.670253264700008 12.949570119650001 13.086509421050001 13.197799034350002 188.54236693505001 22.694946929300002 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=2 -2 -1 4 -4 6 -6 -7 -9 10 -5 17 15 14 -14 19 -17 -11 -19 -13 21 22 -21 -24 -22 -26 27 -27 29 -28
right_child=1 -3 3 9 5 7 -8 8 -10 11 -12 12 13 -15 -16 16 -18 18 -20 20 24 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.019291919846061684 0.017893204176186187 -3.7937806785622257e-05 0.012325225974771701 0.034742096075195406 -0.056240466501491962 0.014541363455410664 -0.0018671643787908307 -0.035454804126059447 0.0070019174769871059 -0.039115128938576847 -0.0060766160290011573 0.0094611795932979855 -0.047115423160999884 0.018671814425170255 -0.00022551814192424608 0.0010430710970625358 0.027284545506612717 0.0043309634377500811 -0.043421733858672949 0.0013951237995119051 -0.016331338989830385 0.011853330938677636 -0.0097530680036704426 -0.053410769851266852 0.019711704948187064 -0.040727602076859264 0.014825938552019561 0.0025215343240424909 0.01894942411421947 -0.00028020371227441683
leaf_weight=1.4683347772806872 3.7979661319404823 4.5493008028715849 2.8005676839384241 3.2586489431560031 2.1385938050225364 3.4015211425721645 1.5645287092775104 2.2255018316209316 2.1825965945608914 1.4705871476617169 3.3727905808482319 11.053186338627709 2.3322449349798258 1.7055900949053464 1.3514705578563733 3.7641870956867924 3.2212875671684742 1.8429751101648437 0.53229207056574512 2.4041630835272354 3.1830347917275494 2.0263550428207964 1.5595185857964677 2.7585564234759659 7.3009082368807858 2.3514850954525164 6.0954672570805988 3.5548932019155473 3.4883120507001868 105.37849751897738
leaf_count=10 22 39 44 17 31 21 18 20 27 172 27 205 42 20 19 33 22 95 22 29 30 70 42 73 71 27 41 32 25 1554
internal_value=0.000647452 0.00812065 0.000318766 0.000170832 -0.00718483 -0.0119308 -0.0332683 -0.0018131 -0.0144331 0.000775889 0.0139815 0.000252681 0.000702908 -0.0145368 -0.0299126 0.00122227 0.0131441 -0.0188914 -0.00637031 0.000671309 -2.21619e-05 -0.0154509 -0.0236815 -0.0376433 0.00100545 0.001436 0.000332084 -0.0146971 0.00110423 0.00054581
internal_weight=198.135 8.34727 189.788 188.32 14.3133 11.5127 3.70312 7.80962 4.4081 174.006 6.63144 167.375 163.529 5.38931 3.68372 158.14 6.98547 3.84585 2.37527 151.154 140.101 8.74859 6.72224 4.31808 131.353 128.17 120.869 5.90638 114.962 111.474
internal_count=2900 61 2839 2829 161 117 49 68 47 2668 44 2624 2335 81 61 2254 55 289 117 2199 1994 214 144 115 1780 1750 1679 59 1620 1595
is_linear=0
shrinkage=0.0366575


Tree=465
num_leaves=31
num_cat=0
split_feature=9 17 9 9 9 17 17 18 2 0 9 6 10 16 15 19 15 7 16 2 15 13 0 15 2 4 17 9 18 15
split_gain=0.378753 0.744213 0.47734 1.16371 0.80175 1.58262 0.897902 0.772499 0.734552 1.08825 0.67665 1.42664 1.16248 1.06209 1.62881 0.77171 0.588386 0.534023 0.509513 1.58005 0.839645 2.30154 3.61509 1.23168 1.76015 1.57307 1.62624 1.5281 1.79187 1.30748
threshold=233.97947574895002 239.21206428850002 223.24918598180003 220.28141982375004 215.80505313260002 203.35246479535002 196.44284117250001 15.711526640050002 357.36576196840008 87.735142629050017 210.97856947250003 14.925348728400001 70.865067860500019 17.984957943350004 17.700820964100004 14.451165964200003 35.194695975650014 26.038885134450002 11.934972090850001 285.16564649850005 28.566186095050004 109.57886493895002 95.762878606550018 27.008040895250005 187.03662689815005 271.57455041175007 168.75790693355003 196.26893085885004 13.765997214800002 17.183237161800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 6 -6 -4 10 -10 18 12 -12 14 -14 -13 -5 -7 19 -1 23 22 -22 24 25 26 29 28 -25 -20
right_child=1 -3 7 16 5 17 -8 -9 9 -11 11 15 13 -15 -16 -17 -18 -19 20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.021222265639283412 -0.040580411993684597 0.0099887735336964111 0.017513612529611314 -0.034448948111570656 0.0046924096920808551 -0.022258759061082434 0.034153608094180318 -0.0091457465834569179 -0.042118365291581861 0.0010348944941199344 -0.052072606956806655 0.012940748223454751 0.012667896571125456 0.013340034656643711 -0.038384132850825925 -0.012090396938224326 -0.0034231636189661851 0.0052989678796887818 0.0093656961286534297 0.010289292325431746 -0.028793215693599179 0.001244252846091691 0.014790132862165978 0.01695914111287079 0.010428919678166868 -0.039565975329070531 0.0016188527128461691 0.025244209688256407 -0.031387350687129077 -0.041801566039919226
leaf_weight=4.0049921624886329 0.68725914385868125 0.58201921172440052 4.1476133819669476 1.5375639483099797 1.8131742082478002 1.4169544549658897 2.9311668435111642 1.6433332875894846 1.0943190960679197 1.500522129004821 0.97520297497976383 3.7188822160242125 0.98186179506592486 1.2475765906274316 2.1776754492893815 2.0795324631035328 1.1622206806205211 1.6460322060156611 0.77897677174769997 3.024208109913161 6.7815885052550566 95.220517370384187 2.960595334880054 2.1137070560362177 17.566196260100696 1.2192200211575244 21.955292749451473 6.1649902772624046 1.3670376203954218 1.7686158454162066
leaf_count=398 25 19 37 37 39 20 19 51 29 54 18 38 24 13 46 22 18 32 14 100 133 720 36 35 296 48 363 41 22 153
internal_value=0.000525314 -0.0173922 0.000641942 0.00035711 0.000667604 0.0109898 0.0228942 0.00994832 0.000216637 -0.0171641 0.000472733 -0.00736141 -0.019562 -0.012368 -0.0225191 0.00396363 -0.0210928 -0.00744939 0.00100383 -0.00766489 0.00138974 -0.000314376 -0.0155485 0.00476883 0.00239935 -0.00308421 -0.00126895 0.0154026 -0.0020286 -0.0261562
internal_weight=196.269 1.26928 195 189.209 186.509 7.80733 4.74434 5.79095 178.702 2.59484 176.107 11.1807 5.38232 4.40711 3.15954 5.79841 2.69978 3.06299 164.926 7.0292 157.897 104.963 9.74218 52.934 43.2883 25.7221 24.5029 9.64573 3.48074 2.54759
internal_count=2900 44 2856 2768 2713 110 58 88 2603 83 2520 161 101 83 70 60 55 52 2359 498 1861 889 169 972 874 578 530 98 57 167
is_linear=0
shrinkage=0.032907


Tree=466
num_leaves=31
num_cat=0
split_feature=13 8 18 12 9 9 10 3 8 17 15 6 6 13 10 12 15 17 9 0 0 0 9 0 15 2 12 16 6 18
split_gain=0.35258 0.960571 0.721788 0.675385 0.664845 0.719358 0.652488 1.10395 0.774606 0.906115 0.83667 0.556688 2.04827 0.844612 1.27729 1.25093 1.76752 1.35678 1.17923 0.807369 1.0097 0.686428 1.82168 1.94977 2.18381 1.41073 2.43042 1.14733 2.45144 2.41363
threshold=95.99139754765001 2.9476996444500005 17.108018746400003 277.64210379030004 210.39795333110001 210.70699256735003 78.285212300550015 85.014423001050019 1.7486353823000003 201.37020668845003 17.382777826050003 13.665319288000001 13.775321858200002 99.19872809730002 81.524804347700012 212.36614019295004 32.393814985100008 207.79550897605 210.70699256735003 101.15323715815002 95.897301513100004 94.047642319350018 206.08249486475003 94.964406541850011 28.777417478550003 147.87428232835001 118.78432046510001 19.214955067100004 15.065351999550002 13.601370067700001
decision_type=2 2 2 2 2 2 2 2 2 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 11 -4 -3 -6 7 -1 9 10 -8 13 -13 14 19 16 18 -17 -15 20 -2 27 23 24 -23 26 -24 28 -14 -30
right_child=2 4 3 -5 5 -7 8 -9 -10 -11 -12 12 21 15 -16 17 -18 -19 -20 -21 -22 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.034621218114797667 0.013260033062001832 -0.033365197002452378 0.018401409559324601 -0.0068911260117172019 0.03229375022746532 -0.019537066431819204 0.0073469285113297892 0.014898050882546345 0.016004582340882315 -0.032734578727583563 -0.026220677545520994 0.023435803574098701 0.022895691178525961 -0.0030374100224791292 -0.027507088901595471 -0.034427412535528813 0.029812050856460257 -0.0011575157207744722 -0.037617368259687721 0.023143077831509311 -0.020080273658136593 0.0089418756693576164 -0.037085556089424591 0.0082655022046692183 -0.038907639208905387 -0.033351329487307117 0.010548723949274008 0.00044716928089799657 0.003462617900778466 -0.054491365577412666
leaf_weight=1.2477008530404408 2.3764117949176611 1.6876699683489271 4.170475003309547 1.408922675065696 0.39490259252488591 0.82540440472075716 4.4287419508036674 0.70159670035354782 3.1636866144835949 0.88783304987009604 0.88943536009173829 4.013735093176364 7.1295704941730929 8.0259784766240028 1.063168729888275 3.0550728209782383 1.4906986616551865 2.0386094436980784 1.1211232491768885 2.6768536427989602 1.4644670188426969 1.7130430713295965 1.6343702874146391 11.715816857293246 2.1399979181587696 3.1065197905991226 3.0858040750026703 110.20100757456385 5.4080082270957064 0.82637786690611381
leaf_count=57 48 167 47 24 2 99 216 15 53 121 54 33 56 171 50 94 9 32 34 26 38 12 31 90 51 81 29 893 244 23
internal_value=0.000453678 -0.00433264 0.000832265 0.0120145 -0.0205237 -0.00276414 -0.000172966 -0.0167981 0.00328577 -0.00319799 0.00173293 0.000474291 0.00117571 -0.00406817 0.00459185 -0.00824138 -0.00207854 -0.021112 -0.00727574 0.00982781 0.000547896 0.000567746 -0.00439289 0.0018558 -0.017634 -0.0168228 -0.00594475 0.00150698 0.0102464 -0.00421928
internal_weight=194.093 14.227 179.866 5.5794 2.90798 1.22031 11.319 1.9493 9.3697 6.20601 5.31818 174.287 150.974 23.3124 7.5809 15.7315 10.6378 5.09368 9.1471 6.51773 3.84088 146.961 23.3956 15.5689 3.85304 7.82669 4.72017 123.565 13.364 6.23439
internal_count=2900 784 2116 71 268 101 516 72 444 391 270 2045 1543 502 162 340 214 126 205 112 86 1510 294 153 63 141 60 1216 323 267
is_linear=0
shrinkage=0.0315834


Tree=467
num_leaves=31
num_cat=0
split_feature=19 16 19 16 4 7 4 18 10 2 3 9 9 16 7 3 5 9 2 16 15 5 18 18 17 15 7 15 16 16
split_gain=0.343638 0.475805 0.351475 0.964878 0.767379 0.54353 0.480826 0.355649 0.691646 0.511558 0.324618 1.1434 1.37178 0.72648 0.567241 0.691089 1.38376 1.1666 2.07938 0.807965 0.643135 1.42687 1.36953 1.08394 1.5305 1.5324 0.921084 0.90167 0.937119 0.864523
threshold=9.8507947922000021 8.3799804039500021 10.550851274900003 11.934972090850001 433.86108355775008 19.152455927400002 258.12734058420006 17.725596014150003 83.715897724050009 334.30145152355004 108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 19.874819532250005 94.92945658615001 30.133297129900004 186.67271206880002 122.26439358135001 22.764946765650006 44.34858359035001 22.963361893800002 13.278511569200001 13.3584252364 199.30127897920002 46.422062705750008 24.101221167900004 42.133814420300006 22.674946976100003 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 -1 6 4 5 -4 -2 -8 -9 -10 14 -12 -13 -14 -5 19 17 18 -17 20 21 27 -22 -24 25 -25 -26 28 29 -16
right_child=2 -3 3 10 -6 -7 7 8 9 -11 11 12 13 -15 15 16 -18 -19 -20 -21 22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.037409180364633518 -0.035711695588490536 0.0033792248663439949 0.020034333727107563 0.011088238881739754 0.0058629324555738343 -0.03655353382113672 0.019644574566875371 0.037808631572343772 -0.038887912986876591 0.015505150165359796 -0.046962788667454569 0.032802466694101945 -0.038144952260806643 0.026883178250282375 0.00060046455930617862 0.02358370432966865 0.011958196470303257 -0.042886230784220311 -0.048196966887469259 0.019112526426851184 -0.038251001178871098 0.013320372532952094 0.020625263201649986 -0.046103510948532392 0.022501390045935422 -0.0028666607164290173 -0.0076991614298274518 -0.019679705390618831 -0.013773725891651413 0.013785597399545603
leaf_weight=0.6998456300352689 0.26543216756544907 0.71379112231079489 0.23486845102161158 6.4756664421875021 1.0655242297798393 1.9593416460556907 3.0169091953430325 0.37536577880382516 0.57933855371084064 0.33845426421612501 0.79364977311342899 0.99367890786379609 0.91773047190508783 0.27615173161029816 125.39061106811278 1.2539741523796686 2.1072776799555868 1.9323367564356884 0.82785766175948072 2.9619719870388499 1.5251364449504752 11.165278850123284 2.0116409366019061 1.9820689221378396 2.1392756128916517 2.0712941691745073 2.9944233037531376 2.7464086911641052 5.3402342312037936 6.4611310660839072
leaf_count=182 54 44 4 95 26 206 60 2 50 5 20 8 117 2 1456 40 25 69 45 18 84 67 14 26 13 34 30 30 39 35
internal_value=0.000453087 -0.0168138 0.000581419 0.000344185 -0.0186114 -0.0304964 0.010206 0.0130338 -0.00238905 -0.0188294 0.000683007 -0.0108211 0.00229121 -0.0231036 0.000874192 0.000491667 -0.0111082 -0.0232171 -0.00496047 0.000917401 0.000588437 0.00122754 -0.00700129 -0.00274543 -0.00786279 -0.0240092 0.00488578 0.000262685 0.000661906 0.00124658
internal_weight=191.617 1.41364 190.203 185.628 3.25973 2.19421 4.5755 4.31007 1.29316 0.917793 182.368 2.98121 2.18756 1.19388 179.387 172.911 6.12145 4.01417 2.08183 166.789 163.828 151.104 12.7238 11.1987 9.18706 4.05336 5.1337 139.938 137.192 131.852
internal_count=2900 226 2674 2503 236 210 171 117 57 55 2267 147 127 119 2120 2025 179 154 85 1846 1828 1627 201 117 103 60 43 1560 1530 1491
is_linear=0
shrinkage=0.0351512


Tree=468
num_leaves=31
num_cat=0
split_feature=0 0 0 9 6 8 0 7 13 7 5 17 9 13 0 9 6 3 17 15 6 7 8 2 7 7 18 6 18 5
split_gain=0.299318 0.914267 0.77735 0.720511 2.00956 1.50989 1.19239 1.07882 1.35545 0.778078 1.5176 1.08506 1.65781 0.776158 0.773057 0.969952 0.618151 1.36332 1.33142 2.22594 1.03748 0.898659 1.80942 1.79917 1.05255 1.37297 1.09147 1.00838 1.20942 1.17332
threshold=85.716110573100011 85.694602908050015 85.807518149550006 186.14781787895004 16.465384711100004 8.3434888241000014 85.656964494200011 19.617375644250004 117.68187774410002 22.446731871300006 30.133297129900004 189.27091549140002 199.02473417820002 117.79210452745001 78.626646483100004 71.82068887245002 18.155424198600006 93.58791597905001 193.01551328760004 36.508287084250007 16.910395108650004 22.689595575850003 8.2435668022500028 118.29074621970001 22.747724408400003 22.806258769100005 13.197799034350002 14.055328400500002 13.601370067700001 13.264960807550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 7 14 -9 10 13 -11 -13 -6 15 -1 17 20 19 -19 21 22 23 -4 -23 -26 -27 28 29 -25
right_child=2 -3 16 4 9 -7 -8 8 -10 11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 24 -24 27 25 26 -28 -29 -30 -31
leaf_value=0.0037115145485185786 0.011982234090956081 -0.033902697749645612 -0.02595050960962457 -0.046279922023302167 -0.052831155289639928 0.036001826734908537 0.025385185880266052 -0.04135896939993542 0.0015607780986412389 0.023508329895196071 0.012042007842912296 -0.035899345437545312 0.011882816093883416 -0.01591827706176642 0.026444638088877922 -0.035909987947981975 0.020774334329216392 0.0025131264608311841 0.0087069292500921731 -0.0456556277735135 -0.021560712616635502 -0.019725678561086531 0.025251151674499268 0.017839043286741157 0.024526900235123245 -0.027578232001058439 0.00057932320181945695 0.035563022376192223 0.011470824500059611 -0.033735315216837231
leaf_weight=4.4712182077346405 7.0386855718679717 1.0578582184389222 2.2724539636401486 1.3773970389738668 0.93915339926024755 1.4928437063936133 1.7777357827872045 1.7371874588425273 1.6623748587444422 2.3529152465052903 1.8178931623697279 1.3498190236277881 2.2119687180966139 2.1937895100563765 1.3194981170818207 0.84869483968941484 1.7068922743201245 1.9303320264443744 1.9090634845197199 2.5984706784365699 2.3408401347696772 2.9695350220426908 5.2120731920003882 0.74682913161814068 2.7404386976268134 1.6104028861154791 121.31681896558439 1.2946676732972253 5.9492638914962299 1.6008572150021789
leaf_count=84 41 12 42 33 38 10 8 132 22 28 12 21 32 30 12 106 11 12 16 45 22 24 31 12 19 19 1838 10 133 45
internal_value=0.000392059 -0.00294943 0.000936776 -0.00166798 -0.00761686 0.00380415 -0.000263484 -0.00480544 -0.0203714 -0.00271564 -0.0126538 0.00560297 -0.0062253 -0.0269835 0.00316474 -0.00260937 0.000439042 0.000214369 -0.0150922 -0.0251244 0.000879947 0.00124045 0.00856411 0.00123324 0.000268258 0.000740716 0.000210446 0.00767363 0.00332173 -0.0173289
internal_weight=189.848 26.6103 163.238 25.5525 12.2429 13.3096 11.8167 10.039 3.39956 10.8655 4.95084 5.9147 3.56179 3.13294 6.63941 5.31991 156.199 154.492 6.43787 4.5288 148.054 145.713 17.0761 11.8641 128.637 125.668 122.927 9.59162 8.29695 2.34769
internal_count=2900 580 2320 568 194 374 364 356 154 161 80 81 53 68 202 190 2279 2268 73 57 2195 2173 273 242 1900 1876 1857 200 190 57
is_linear=0
shrinkage=0.0339776


Tree=469
num_leaves=31
num_cat=0
split_feature=16 18 6 9 7 6 2 17 9 13 7 9 5 13 13 13 3 9 19 7 15 16 13 19 10 5 5 2 3 2
split_gain=0.299812 1.27553 4.03496 1.43546 1.54986 1.23558 1.74821 1.81072 1.26912 1.13788 1.10585 1.10519 1.96846 0.729286 1.62422 1.48128 0.998851 1.11191 1.03039 1.75134 3.20083 0.827046 0.782613 2.58051 1.2973 1.74008 1.33311 1.0426 0.92765 0.81219
threshold=22.624947093000003 13.5308213324 16.395383075500003 199.21354841250005 24.252468908850002 16.435384010100005 188.72314814045004 187.45953903175004 202.64563922830004 117.70876232545002 24.861556163250004 190.24759545780003 22.504913082700003 117.38883580790001 117.34850893595002 117.45604726115 93.862138708350017 186.98623176200002 14.551174033150001 22.832271203950004 41.211223942950006 22.584947186600004 115.25151159420001 14.551174033150001 62.837331883000012 21.269675393700002 22.852794041600003 325.75432260090003 70.523633677900008 309.73785348360008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -3 -5 -4 7 -7 -8 13 -6 -9 -13 14 22 -15 18 -18 19 -17 -21 -22 23 27 25 -24 -27 29 -29 -1
right_child=1 3 5 4 10 6 8 11 -10 -11 -12 12 -14 15 -16 16 17 -19 -20 20 21 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00053451457649235183 -0.041412237293497349 0.029015168588673874 0.022900705136894364 -0.015112002516896372 0.027893794771150372 -0.006926452324845264 -0.040809487426814062 0.021346690446326647 0.00063324803753770102 -0.029021200169454191 -0.0014396343164616192 -0.020796198139679263 0.015744039382651967 -0.023918625003500081 0.03470292416037804 0.011822975733233498 -0.00011884134551941735 -0.040237532990945041 0.015285274250161044 -0.028086613434313044 0.016880014798962041 -0.0048852460655026209 -0.028905367162828609 -0.041067110196431313 0.018693648835656499 0.032883412910311528 -0.0023010569722952635 0.0077043889977180674 -0.023863778864373349 0.018887636125574987
leaf_weight=93.997709487637621 2.2664727699011591 3.4062257781624776 2.7278002561070052 2.7038631606847048 2.8317786660045385 9.4478593557141775 1.6628381295595311 5.9662291426211578 1.3462151391431687 1.3794182564597566 2.382503267377615 2.342183779925108 4.0521894213743508 3.5131658650934723 1.4253047187812615 5.6748960758559504 1.4165716980351128 1.3663806666154412 3.8431599261239162 5.3202690687030536 3.0597311453893781 4.1302155172452331 1.736163504421709 1.5405142046511162 6.0578545033931732 1.5122656747698782 3.8297527371905744 1.3270700559369277 3.189660719333915 2.491892710706451
leaf_count=1861 28 20 19 23 21 85 43 35 18 59 22 17 31 28 7 34 17 37 21 42 18 34 13 13 36 6 81 62 109 60
internal_value=0.000332004 0.00272609 -0.000717496 0.0117914 0.00438213 0.00263093 0.000402995 0.00353113 -0.0222685 -0.000338808 0.0144908 0.0115244 0.00235978 -6.67577e-05 0.00103826 -0.00463549 -0.00190508 -0.0198164 0.000357757 -0.00279696 -0.00942887 0.00437711 0.000623485 -0.000310575 0.00791524 -0.00130944 0.00765927 0.00031103 -0.0145887 0.00100849
internal_weight=187.948 41.1362 29.8118 11.3244 7.91815 27.5453 24.8175 21.8085 3.00905 146.812 5.21428 12.3606 6.39437 145.433 117.108 28.3244 24.8112 2.78295 22.0283 18.1851 12.5102 7.18995 115.683 102.547 13.136 7.07818 5.34202 101.006 4.51673 96.4896
internal_count=2900 362 276 86 66 248 229 168 61 2538 43 83 48 2479 2248 231 203 54 149 128 94 52 2241 2105 136 100 87 2092 171 1921
is_linear=0
shrinkage=0.0317296


Tree=470
num_leaves=31
num_cat=0
split_feature=13 13 0 6 6 2 5 4 6 15 4 2 10 9 12 15 6 0 16 17 17 15 4 6 18 10 19 3 9 13
split_gain=1.55631 2.36487 2.29636 1.92885 2.29541 1.74478 3.60294 1.91443 1.78649 2.32286 2.23161 3.26774 1.82334 1.7413 2.64104 1.76497 2.45902 2.06894 2.10324 5.48576 1.65068 1.5947 1.76765 1.54763 1.42153 1.39048 3.41249 1.34811 2.71957 1.8424
threshold=109.41218053485001 108.84491586935002 86.530713386650021 16.375382608200002 16.285380505300001 100.60547560250002 21.746930049350002 390.96858665540009 16.730390902950003 44.617051254100005 248.34582299520005 184.06044473220001 62.036171360100006 188.53841931785004 93.660658182900008 28.566186095050004 15.785368822600002 88.576630023850015 22.604947139800004 196.65693750130004 192.49174628505003 44.920183738100008 313.10793983765006 20.305474434200004 13.601370067700001 64.434276012450013 14.251149826300002 93.883646373400012 187.38923140910003 121.87856088575002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 27 -7 8 10 23 20 -12 21 -4 -15 -16 -17 18 19 -18 -8 -13 -23 -10 -20 -19 -27 -5 -29 -30
right_child=2 -3 13 5 -6 6 7 -9 9 -11 11 12 -14 14 15 16 17 25 24 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-1.8372758945681328e-05 -7.7524266354182523e-05 -0.001857197762630121 0.0016930948804297291 0.0010887086028299375 -0.0029698643057706237 -0.0019906586134059065 0.00056512086644168057 -0.0020661148354649186 -0.0024159047811033686 0.0010060036245637134 -0.0021373754453464055 0.0011730816844510252 -0.0015979922546277506 -0.0011128685109228615 0.0018209910351924298 -5.1037736408725428e-05 0.0012708120960353492 0.002329390780569499 0.0002868254360860826 -0.001756245490186336 0.0022402773127006719 -0.002039993680258775 0.00058006825807350049 0.00096262991918812265 0.0018574181724095985 0.00201619109634045 -0.0006896975387590908 0.0012519609294391082 -0.0021576562772359412 0.00060198177059520843
leaf_weight=96.526059506344609 3.1867557130753985 3.4570196715649208 5.6619618423283091 12.054719023406507 2.2225212217308581 4.5638795085251322 10.848170955432577 1.9400921354535956 3.5702699986286452 2.0710582546889782 3.2322844802401987 8.2329214923083764 2.1435445966199032 4.9040763527154914 4.8206329718232146 27.013656753115356 5.6541179865598696 5.4332964569330207 5.4491458237171155 5.774602398276329 3.7869018614292136 1.9157474027015258 3.4265565210953355 0.79019605368375767 5.5515822097659111 5.5809042826294881 3.6975885480642319 4.2856968315318209 3.09060547221452 1.8427888862788675
leaf_count=1682 35 66 27 52 30 31 79 43 166 13 40 41 28 28 21 155 22 20 26 39 11 35 35 5 24 27 26 40 43 10
internal_value=0.000129928 -8.19521e-05 0.000268618 -1.05779e-05 -0.00126591 8.95825e-05 -0.000147398 5.30999e-05 0.000155841 -0.000898896 0.000357817 -0.000137014 0.000274325 0.000525571 0.000436095 0.000546224 0.000450438 0.000815172 0.000397614 -0.000258673 0.000998576 0.000569966 -0.000359485 -0.00180365 0.00107943 0.00145178 0.000937863 0.000607811 -2.10014e-05 -0.00112684
internal_weight=252.729 99.9831 152.746 73.2047 5.40928 67.7954 46.5216 41.9577 40.0177 6.43152 33.5861 18.9511 15.7188 79.5416 73.8796 68.9755 64.1549 37.1412 22.4294 11.4287 14.6351 13.5752 5.3423 4.36047 11.0007 14.7118 9.27849 21.2738 9.21909 4.93339
internal_count=2900 1748 1152 737 65 672 527 496 453 184 269 179 139 415 388 360 339 184 111 61 90 111 70 171 50 73 53 145 93 53
is_linear=0
shrinkage=0.00218447


Tree=471
num_leaves=31
num_cat=0
split_feature=13 13 13 17 13 4 8 6 16 19 13 8 13 17 19 13 18 5 16 19 10 10 2 0 10 8 4 0 9 16
split_gain=0.318592 0.839273 0.834529 1.17452 0.870954 1.006 0.914996 0.771524 0.747896 1.2518 0.752997 0.680491 0.622366 0.582097 0.577151 0.699733 0.5758 0.535833 0.521386 1.49321 0.784093 1.33008 2.84498 1.3467 2.83376 1.42292 1.36318 1.05154 1.16769 1.15812
threshold=95.99139754765001 96.429616222950017 92.692659421600013 172.46189488870002 92.138837046750012 280.33545882855009 2.9476996444500005 6.9451622726000011 13.534968349350001 11.850956171350001 99.19872809730002 0.84933718570000016 89.141206231250024 168.97717400795003 10.250827068050002 81.048947258600009 13.987466292050001 10.718565385000002 14.994964935250001 12.250988447150002 75.403185184700007 72.953999827850012 63.69489481965001 96.055920542800024 71.090898343450007 7.943800736700001 245.31252880175003 97.900202820250016 192.53043113735001 17.654958715000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 16 13 10 -10 -7 14 -9 15 -13 -3 -14 19 -11 21 23 -23 24 -20 -26 -25 -22 -29 -30
right_child=1 7 3 -5 -6 6 -8 8 9 18 -12 12 17 -15 -16 -17 -18 -19 20 -21 27 22 -24 26 25 -27 -28 28 29 -31
leaf_value=-0.034562958738696137 0.022909064700279886 0.00017814440282672909 0.019408691670127418 -0.030725170562335546 0.018317435256032192 -0.034254925130207656 -0.034027213023146034 -0.0010876111100495099 0.034797589801344612 0.0014359090902392692 0.007401101796857195 -0.035180531957521056 -0.035824518788655717 -0.028674440180120251 0.020997213596830357 0.010863725314456762 -0.034691827485255691 0.0078571553014013182 0.0010542761874276108 -0.038818063238205108 0.021023105212772248 0.016702696524317079 -0.033554548390680519 0.031475280669412353 0.0025559956375039335 -0.03721073023605543 -6.5696906823243032e-05 0.022907700413439976 -0.013042658349039017 0.021271601524708212
leaf_weight=1.0883531963045223 1.8345776782371093 0.91573264775797669 0.64768611063482184 2.3446069578640163 2.1943276197998776 0.47656196315074328 0.78846894478192542 1.6791641141753637 1.7799690775573243 3.5273551712743929 2.8087483041454107 0.51504987903172139 0.61755228950642027 1.6438457439653573 2.95061274478212 1.1787782013416288 1.1730954470112918 0.60252567147836089 127.94408448023023 1.3971687737503087 4.7404526434838763 1.8859890587627877 3.481009712908417 3.06352250650525 1.4008232662454236 3.2311106449924409 2.8937420593574643 2.0906866611912829 4.8862073045456782 1.3669916018843649
leaf_count=164 22 20 24 131 37 108 113 60 16 52 42 61 38 59 69 30 105 9 1291 41 36 9 75 16 24 78 31 18 102 19
internal_value=0.000359959 0.000737627 -0.00453522 -0.0198736 -0.000127233 -0.00505229 -0.000547374 0.000501019 0.000745866 0.00105483 0.0180282 0.00361561 0.00669304 -0.0147344 0.0121954 -0.00313716 -0.019405 -0.0142527 0.000573778 -0.00998481 0.000904995 0.000202706 -0.0158939 0.000826314 0.000137558 -0.0251842 0.0161542 0.0086287 0.00158701 -0.00554133
internal_weight=187.149 173.744 13.4045 2.99229 10.4122 8.2179 7.12955 171.91 169.821 166.498 4.58872 6.34108 5.86452 3.32301 4.64444 1.69383 2.08883 1.22008 161.909 4.92452 156.985 143.9 5.367 138.533 132.576 4.63193 5.95726 13.0843 8.34389 6.2532
internal_count=2900 2116 784 155 629 592 428 2094 1969 1850 58 315 207 119 160 91 125 47 1792 93 1699 1524 84 1440 1393 102 47 175 139 121
is_linear=0
shrinkage=0.0329546


Tree=472
num_leaves=31
num_cat=0
split_feature=7 16 9 16 4 19 10 4 13 7 16 19 5 3 15 7 9 17 3 18 10 7 6 19 17 9 12 7 16 13
split_gain=0.291267 0.60796 0.972808 0.640063 1.01295 1.15429 0.636018 0.604368 0.755281 0.576617 1.10295 2.24022 1.17605 0.934942 0.906114 0.796647 1.81772 0.952328 1.64512 0.785886 0.807657 2.66218 2.17706 1.23443 1.14185 0.959467 1.04015 0.885052 1.73721 2.89557
threshold=26.752366550650006 17.654958715000003 219.38617924735004 9.6249774926000011 371.16724128940001 11.450923895500003 90.988176966900014 312.59262463035003 96.84095031690002 25.396105459650006 18.764956119400004 12.951044929850001 18.991228132500002 85.718799031250015 14.840977869100001 25.067667658500003 212.35308743945004 191.75198759630004 83.960547413900017 15.232298661650001 71.090898343450007 24.052187734100006 13.825323026450002 12.751028791950002 183.00613681885002 199.21354841250005 139.31809447045003 23.789355599150003 18.764956119400004 109.57886493895002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 6 5 -5 -2 8 -7 14 11 -11 -12 -13 -1 19 17 -17 -19 20 27 23 -23 25 -25 26 -22 -16 -29 -30
right_child=1 -3 -4 4 -6 7 -8 -9 -10 10 12 13 -14 -15 15 16 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.026198145673555405 0.02356446298649946 0.013868183967383723 -0.040253917515076149 -0.046282611474441737 -0.039628372742554652 -0.039655662254700345 -0.017724204351472331 0.029152003642252684 0.012227616846861165 0.0082625836615139656 0.037739336389993168 -0.040491578978595913 0.004640213423393008 0.01319096760528596 -0.00072287751687292144 -0.028495425607368827 -0.044054375713871441 0.023262656198957544 -0.022848265251666364 0.013062123273187023 -0.02556917170574954 -0.00018156931720620227 -0.045911668749946719 0.029689041765521375 -0.04097122910296596 0.038765102230760906 0.015512332133395609 0.026585304523159801 -0.032689376180279464 0.0066911809314173301
leaf_weight=1.8111556326039124 1.6870789821259662 1.814652723725884 1.2430269502801818 0.65899772493867237 1.3646734980284234 0.59261750779114697 0.74360705887374923 1.1515277035068718 1.1249644160270689 11.309416072734168 2.7802535574883214 2.1560314673697571 3.187675129622221 0.56679408252239216 89.845403223764151 1.3898843352217216 1.8030252237804232 2.9625831877347082 1.6758403617423026 6.9841625761473543 1.1432885442627574 2.4532135657500476 3.487434568349272 0.42807844467461098 1.212422218522988 1.5794214453198945 3.353273635613732 4.9904899238608769 2.8623801339417723 26.457083927467465
leaf_count=130 31 26 90 63 74 53 193 14 17 237 15 88 31 3 1052 33 27 29 27 119 20 55 70 4 65 9 65 30 45 185
internal_value=0.000364289 -0.0056883 -0.00983098 -0.00466723 -0.0124174 -0.00189218 0.0109332 0.00830374 -0.00567368 0.000724488 0.00666679 0.000970653 0.02006 -0.0293168 -4.50514e-05 0.000265294 -0.0112891 -0.00148928 0.006603 0.000890215 0.000273358 -0.0083117 -0.0270272 0.00609674 -0.0225329 0.0138267 0.00506702 0.00121772 0.00629944 0.00284656
internal_weight=184.82 10.3811 8.56649 7.32347 4.89278 3.52811 2.43069 2.86911 1.71758 174.439 20.0002 14.0322 5.96793 2.72283 154.439 152.628 7.83133 6.02831 4.63842 144.797 137.812 13.6571 5.94065 7.71648 1.6405 6.07598 4.49656 124.155 34.31 29.3195
internal_count=2900 561 535 445 221 147 224 84 70 2339 374 328 46 91 1965 1835 116 89 56 1719 1600 288 125 163 69 94 85 1312 260 230
is_linear=0
shrinkage=0.0371939


Tree=473
num_leaves=31
num_cat=0
split_feature=16 0 10 16 3 6 10 10 9 4 0 14 16 7 18 18 17 5 2 3 7 15 5 5 8 0 13 6 17 7
split_gain=2.21419 1.61862 2.62491 5.65572 2.4939 2.55812 2.30643 2.69692 2.32613 2.27772 2.163 2.81384 1.96822 2.62057 2.06075 1.66452 2.24742 3.06699 1.96478 1.61652 3.79602 1.53501 1.52265 1.47517 1.5764 3.52854 2.34654 2.46495 1.99203 1.85762
threshold=18.594956516900002 87.181320254150009 66.697957758300021 19.974953289850003 92.751805500450018 16.355382140900002 66.318885161900013 65.630639880500027 195.39349636155001 426.49971963025007 86.692020874450009 384.93581166080008 22.654947022900004 23.903127120600004 14.117867417450002 14.025183600500002 196.27545234990001 18.228105795950004 164.41964690330002 85.622014538550019 25.159995955100005 32.540328261750005 20.361635946650004 21.005083245250002 8.543332867800002 86.20003303655001 117.68187774410002 20.305474434200004 188.84204146815003 23.124786352450005
decision_type=2 2 2 2 2 2 2 2 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 6 15 -2 -6 7 8 -3 12 11 22 13 -10 -15 -4 17 -17 19 20 -18 -1 -7 -24 29 26 -26 28 -28 -25
right_child=1 2 3 -5 5 10 -8 -9 9 -11 -12 -13 -14 14 -16 16 18 -19 -20 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-8.2006080103363938e-05 -0.0014354285007323227 0.001699103472791727 0.0012853249519205422 -0.0018456867646627778 -0.0012019599209488066 0.0014382391689821965 0.0017689388371928279 -0.00077817227966707611 0.00077604757167311204 0.0018435999159153221 0.0014823707195935432 -0.0017388824584632799 0.0013052394901215134 -0.0019804534280145835 -3.6978030352974431e-05 0.00045723544611909193 -0.0013357078047248354 -0.0023105278874533341 -0.00050530103737203471 0.0017139742852158586 0.0017307949788005325 -0.0020959431905937689 -0.00088080273283555252 0.00019861022866385215 0.00073004195459081748 -0.0019984318873636398 -0.003098672817904307 0.00048468731781459742 -0.00042342930810774403 0.001074833714603313
leaf_weight=81.862477783579379 3.9201026782393447 8.1231849864125234 6.3688572794199017 5.0622362326830617 4.9840020420961073 3.8452899903058997 7.6398371979594222 4.8452704362571231 7.0407166033983293 4.0001530647277823 5.0928617343306533 2.8789254128932944 4.9503489732742301 3.5567063167691213 5.1132319942116737 3.2348497230559614 2.9702195432037133 2.9366268943995237 5.0261164400726548 5.6721368283033371 3.2505521662533283 1.4813879407010961 4.7784402705728999 30.713027913589031 11.357700138352817 3.4471450001001349 2.003588234074412 3.8867790158838034 2.2968443743884563 13.343678925186394
leaf_count=1719 25 31 30 48 48 15 32 24 27 18 18 47 25 22 26 24 37 29 44 20 17 70 28 244 74 26 26 24 23 59
internal_value=0.000144584 0.000271475 0.000476127 6.88719e-05 9.50326e-05 0.000162726 0.000786692 0.000587269 0.000789071 0.000489313 0.000244042 0.000163755 0.000227112 -0.000112601 -0.000834258 0.000397866 0.000153085 -0.000859773 0.000522541 0.000956922 0.000266638 -0.000117803 0.00023614 0.000171785 0.000246801 -0.000169382 0.000153209 -0.000647002 -0.00166984 0.000463996
internal_weight=255.683 172.339 79.791 34.5216 92.5484 88.6283 45.2694 37.6296 32.7843 24.6612 83.6443 78.5514 20.661 15.7107 8.66994 29.4594 23.0905 6.17148 16.919 11.8929 6.22077 83.3439 75.6725 71.8272 67.0488 22.9921 19.5449 8.18721 4.30043 44.0567
internal_count=2900 1111 454 249 657 632 205 173 149 118 584 566 100 75 48 201 171 53 118 74 54 1789 519 504 476 173 147 73 49 303
is_linear=0
shrinkage=0.00196078


Tree=474
num_leaves=31
num_cat=0
split_feature=15 13 2 18 15 16 17 13 0 7 13 13 9 13 7 10 4 19 15 16 18 18 5 15 13 19 15 7 3 16
split_gain=0.300817 1.01732 0.590398 0.570489 0.455069 0.466819 1.56476 1.78521 1.9868 1.09814 1.06302 1.62679 1.5227 1.4874 1.28784 1.25474 2.60588 1.36614 1.11538 1.0956 0.938465 1.38302 0.964959 0.834348 0.84245 1.7365 1.2292 1.98938 1.74306 1.00433
threshold=46.574831689400007 117.61735474900001 248.59864686230003 14.163996107200001 46.422062705750008 22.624947093000003 200.07083195085002 117.50443950750001 86.530713386650021 23.195026784100005 117.38883580790001 117.47217800995001 197.6620677562 117.34850893595002 23.699538637550003 61.960894532450006 304.31890565600003 14.351157895250003 38.469938489650012 22.564947233300003 12.933745112000002 13.086509421050001 22.553892743650003 43.758818131150008 115.25151159420001 14.551174033150001 37.965550269150008 23.856905110850004 92.243686913800005 21.979948601300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 10 7 -7 9 20 13 -12 15 23 -14 16 19 -17 -19 -13 -9 -22 -23 24 25 -1 27 28 -26 -30
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 11 12 14 -15 -16 17 -18 18 -20 -21 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00032075788677297896 -0.037392360129307842 -0.012898765299610301 0.013069376980999055 0.0039024668901768418 0.019066042963273692 -0.021578022946867462 0.020797035812712653 -0.0059416393440838971 0.025107477991042199 -0.019162739691685315 -0.024975120528423735 -0.0069764464691863606 -0.029015775599547145 0.035908867641339041 -0.0016557779393572615 -0.0090707859492831534 0.03680114571773737 0.02972008218363207 0.0051061372198435663 -0.053075726684520853 0.019261924263188953 -0.0164118793671553 0.0093676891187869718 -0.028550678505433056 0.037223010463296693 -0.037459646913949013 0.027499525743721245 -0.025846352514786765 -0.0074850326177120187 0.024720973493361588
leaf_weight=96.615457374238758 1.4341409704065871 1.6205507314298304 2.3741227686405182 0.49506750004366029 1.4530098442919541 3.4324638098478344 5.1040770355612031 8.3314151819795459 4.0970389246940604 2.8622490912675849 4.3403296284377602 0.99919456872158097 3.665598908904939 1.3241434465162445 3.9127471409738064 3.4905252866446963 0.78506952128373075 3.549340792000292 4.7165553420782089 1.3115693330764768 6.4049083087593299 2.9629373177886009 3.4654332236386836 1.0735325322020788 2.0365445464849454 1.3571250229142595 2.9881864935159674 2.0473694056272507 3.9425917634216603 1.459497272968292
leaf_count=2074 67 36 20 9 11 28 41 73 22 32 30 59 34 7 25 28 6 15 31 11 37 20 27 16 8 12 15 14 85 7
internal_value=0.000335425 -0.00701714 0.00253468 -0.0267954 0.000580493 0.00042812 0.00375898 0.00100317 0.00375914 0.000118858 -0.000446504 -0.00638837 -0.00279183 0.00096313 -0.0148896 0.00338106 -0.0154052 0.00832807 0.0156753 -0.033142 0.00272644 0.0083538 -0.00251452 0.0005482 0.000831038 -0.00020258 0.0089491 0.00310553 0.0110741 0.00121615
internal_weight=183.653 5.92388 3.99467 1.92921 177.729 176.276 36.6605 31.5564 28.124 24.0269 139.615 26.7709 22.4306 112.844 7.57835 14.8523 3.09583 11.7564 8.2659 2.31076 21.1647 12.8333 6.42837 111.52 110.447 97.9726 12.4742 9.486 7.43863 5.40209
internal_count=2900 132 56 76 2768 2757 280 239 211 189 2477 239 209 2238 59 150 76 74 46 70 157 84 47 2231 2215 2086 129 114 100 92
is_linear=0
shrinkage=0.0331673


Tree=475
num_leaves=31
num_cat=0
split_feature=6 13 5 15 17 9 16 15 2 9 6 0 9 9 16 15 13 6 18 6 5 7 13 16 10 15 13 18 5 5
split_gain=0.308933 0.489586 0.536169 0.733681 0.505104 0.492805 0.416232 0.601786 1.30355 1.22701 1.00853 1.1989 1.42915 0.8471 1.66045 0.669065 0.743108 0.471995 1.61113 2.37879 2.16798 1.59027 1.0228 2.92267 1.7547 1.17386 1.27812 1.3898 1.88542 1.15239
threshold=22.585527707250005 119.04223755815001 32.00428233840001 30.276503438400002 161.95900874150001 58.059373288650008 22.724946859200003 43.938093326450009 198.68761053240004 189.54401862130001 16.180378051950004 86.692020874450009 202.80137809380003 197.89372115420002 22.594947163200004 43.132842597400007 117.72489307420001 16.455384477450004 13.303774303900001 16.565387047600002 22.204885925350002 23.220446641850003 112.82921081865001 19.974953289850003 66.318885161900013 36.508287084250007 109.41218053485001 14.371157440600003 18.092020786850004 21.269675393700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 15 9 -9 -10 12 13 14 -12 16 17 22 -19 20 -20 -21 23 25 29 26 -6 28 -28 -24
right_child=-2 2 -4 -5 6 -7 -8 8 10 -11 11 -13 -14 -15 -16 -17 -18 18 19 21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.006290365172970643 0.017040383660366133 0.0096837288335422916 0.012357332901375787 -0.032996121200084973 -0.00066787975145099563 -0.037486212604214079 0.0097162680244343141 0.0080160081280204448 -0.024509140762446785 -0.049158012798521319 0.019758637388980732 0.03160993832835142 -0.029617655712027405 0.022004007724974049 -0.040538335580358187 0.01517157734894589 -0.021500484307881495 0.0032211832153874209 -0.043539722553661217 -0.014881736067362438 -0.0019614059795485489 0.021657443139145721 -0.0040697996162186246 -0.031330446669177912 0.026040101838224534 -0.033624918924261157 0.017201067320219959 0.021454322025296648 -0.020373960919507616 0.0089593775588360566
leaf_weight=0.50989036931423359 1.3552555367350567 0.68642884492874134 0.76822449266910542 1.800501959514804 61.416418031323701 0.83998932414397132 5.993810156825929 0.66535217547789161 1.9449518886394779 1.523941559018567 1.2232582182623448 1.5338442400097845 1.7896169682499019 2.372877997579053 1.0448091087746432 3.9389943072455926 1.8694861970143382 19.824960974045098 4.0129615981131774 2.9547767348121852 2.5183906126767397 2.9240441275760531 14.173642409034072 3.6186466291546813 4.9234378263354293 1.1911272946745146 3.4652401437051576 7.464654553681612 3.1413688957691193 20.476018039043993
leaf_count=47 8 26 8 54 1564 133 43 15 26 45 16 9 26 23 44 29 29 241 41 29 18 17 94 44 32 39 18 37 26 119
internal_value=0.000332162 0.000206789 -0.0132925 -0.0212159 0.000454551 -0.0209505 0.000618717 0.000297982 -0.00725215 -0.0317822 -0.00183268 0.00370503 -0.00295096 0.00733211 -0.0080178 0.000876438 0.00051074 0.000781273 -0.00299201 -0.0129174 -0.0275078 0.00329235 0.00179597 -0.00048185 0.00641788 0.000973965 0.0015199 0.0110689 -0.000665439 0.00362972
internal_weight=181.967 180.612 3.25516 2.48693 177.357 1.34988 176.007 170.013 12.0987 2.18929 9.90936 7.96441 6.43056 4.64095 2.26807 157.914 153.975 152.106 32.2351 12.4102 6.53135 5.87882 119.871 80.2975 39.5731 76.6788 75.4877 14.0713 6.60661 34.6497
internal_count=2900 2892 88 80 2804 180 2624 2581 204 60 144 118 109 83 60 2377 2348 2319 346 105 59 46 1973 1728 245 1684 1645 81 44 213
is_linear=0
shrinkage=0.0351263


Tree=476
num_leaves=31
num_cat=0
split_feature=16 15 18 15 12 7 16 19 16 15 10 17 19 19 3 10 15 16 13 16 3 19 16 18 2 6 12 18 18 19
split_gain=1.6668 1.73526 2.27265 2.24919 2.03649 1.68428 1.67008 2.57065 1.65696 1.66568 1.60337 2.15393 1.56929 2.12332 1.54808 2.72343 3.26067 1.6418 2.94408 3.89625 3.66042 2.39902 1.56768 2.3191 1.53122 1.49552 1.70079 1.43757 1.58174 1.38302
threshold=18.594956516900002 28.452330424200003 14.025183600500002 28.321365561200004 206.66000365515004 26.302865891850004 13.894967507500002 11.950964240300001 14.994964935250001 18.605060652900004 74.292851976800009 191.19232825540004 10.550851274900003 10.350835137000002 83.511574906150017 70.182199495350019 27.122924609850003 19.214955067100004 112.82921081865001 19.974953289850003 89.227236891450005 13.851117550450002 20.784951395750003 11.904475184000002 132.99388411665004 4.9151148409000003 235.75385747780004 14.339258036900002 13.326324856250002 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=1 3 -3 4 6 10 12 -8 -9 -10 11 27 13 -1 -2 17 -17 24 19 21 -20 -19 23 -22 -16 26 -12 28 -6 -11
right_child=14 2 -4 -5 5 -7 7 8 9 29 25 -13 -14 -15 15 16 -18 18 20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022801255795204638 0.0013459131453104583 0.00066433618788196494 -0.0020823241834514901 0.0024407734411241305 0.0008158889889897438 -0.00041510695464760234 0.0010747594419693142 -0.0018303765105187608 0.0016534310922025144 -0.0026141685375616931 0.001450861070330634 -0.0023506221243767291 -0.0020027741648476266 0.0012277583278512314 0.0015240455529459186 0.0014428210566852897 -0.0020376235885628475 -0.00098624199175641083 0.0015431181581248734 -0.0026869719444465091 0.00032529995302872351 0.0013477727869093533 0.00025868863035223436 -0.0021347800237154421 -0.0002413948053578772 0.0012517569718254044 -0.0022819817127763989 0.0017932070201664117 -0.0016489376575890666 -0.00029800182058195188
leaf_weight=1.2753156605758689 5.7022528629750004 2.0296302542556068 4.2568035318981856 1.6463029994629312 2.6551791243255156 10.703226253972387 6.0402813116088501 3.528230770025405 1.9050632868893469 1.2457014264073247 1.0027238205075293 1.6379078673198817 5.0561310509219766 2.0569192117545754 8.3477148786187154 1.6506774090230454 4.7962668277323246 4.7999373096972686 9.988661050796507 3.5432427190244189 3.8944547399878493 3.4554257392883301 110.42845236463472 3.1722212345339358 3.0640039800200602 14.039177640806882 1.2523437594063578 2.2149026063270867 2.149227287620306 21.065907079959288
leaf_count=138 31 33 125 6 45 348 69 64 15 31 15 46 221 43 43 8 72 34 53 42 33 15 699 47 34 108 63 17 48 354
internal_value=0.000125738 -0.000115261 -0.00119554 -2.98109e-05 -8.20713e-05 0.000293698 -0.000399757 -0.000187964 -0.000462869 -0.000263631 0.000597748 -0.000145074 -0.00125278 -0.000114782 0.000252659 0.000212988 -0.00114649 0.000271148 0.000207333 -0.000813432 0.000301804 -9.29952e-06 0.000196276 -0.000779027 0.00105003 0.000992413 -0.00062216 0.000369576 -0.000286739 -0.000427318
internal_weight=248.604 85.761 6.28643 79.4745 77.8282 35.6547 42.1735 33.7852 27.7449 24.2167 24.9515 8.65722 8.38837 3.33223 162.843 157.141 6.44694 150.694 139.282 11.7986 127.484 8.25536 117.495 7.06668 11.4117 16.2942 2.25507 7.01931 4.80441 22.3116
internal_count=2900 1789 158 1631 1625 690 935 533 464 400 342 156 402 181 1111 1080 80 1000 923 91 832 49 779 80 77 186 78 110 93 385
is_linear=0
shrinkage=0.00213593


Tree=477
num_leaves=31
num_cat=0
split_feature=16 16 16 10 0 3 6 2 8 9 8 15 7 4 10 0 16 16 17 9 9 10 0 2 15 16 19 19 5 8
split_gain=1.68204 2.96362 2.4571 3.75068 2.52151 1.91995 2.24403 1.77887 1.77415 1.5999 2.79002 3.48374 2.40756 2.7578 2.41303 2.33655 2.36215 2.85831 1.53621 1.49657 1.79362 1.80647 1.63207 1.44283 1.82237 1.81902 1.60009 1.77692 1.37891 1.27528
threshold=20.394952307700002 19.974953289850003 20.674951653000004 65.727424373200009 87.181320254150009 92.751805500450018 16.355382140900002 325.75432260090003 2.8477776226000002 202.80137809380003 9.5425530862500008 41.657300687350009 23.699538637550003 248.34582299520005 62.041548276350007 86.280686780500005 22.724946859200003 22.594947163200004 191.19232825540004 195.07922778810004 205.07255049940002 62.55235532115001 88.76213363490001 296.01432942755008 38.567335632300008 11.934972090850001 10.650859343850001 10.250827068050002 24.038949512150001 1.7486353823000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 5 -4 -7 23 -9 12 11 -11 13 -8 15 16 17 -15 -16 -6 22 -22 -21 24 25 26 27 -1 -13 -25
right_child=2 -3 3 -5 19 6 9 8 -10 10 -12 28 -14 14 18 -17 -18 -19 -20 20 21 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016851155180657694 0.0013853047724979538 -0.00190836962621117 -0.0012403479459281014 -0.0015971585008387565 0.0014385238786533748 -0.0011818624945934158 0.00054632737575536464 -0.00011042105684725235 -0.002158904072739865 -0.0026501622579218819 0.00080696375096388499 0.0010323089113819922 0.0016487801003644228 0.00020030438684362343 -0.00040065117702708767 0.0012639033252517999 0.00090787503483118399 -0.0025049413318605552 -0.0028829842537578931 0.00049337604507086979 -7.2338294361841025e-05 0.0014736174182764241 -0.0010449298953122269 -0.00092815371411041634 -0.0022748006960990213 0.00012256591688907079 -0.0020271997716119839 0.00061083843561296123 -0.00094534182324715105 0.001296060159161417
leaf_weight=1.951911601703612 7.16135797696188 3.013912313617765 3.720921676605939 4.0342331398278466 8.4698132276535016 4.2671844260767093 38.819851545616984 3.7647672030143431 2.6743783898418769 3.0825066426768881 4.8589603658765546 2.3209574669599533 5.1100851930677882 2.7016301397234219 1.6858413761947297 3.7976558655500403 2.7868131659924984 3.1040640724822879 2.0349665253888816 6.9032963886857051 4.0941415652632704 8.8121072426438314 4.0454508513212204 1.1418382669799019 1.2616919798310835 98.068659458775073 2.7205520048737526 3.4503457224927843 2.9755538976751268 5.7758838172303513
leaf_count=217 43 33 25 36 34 45 197 89 93 42 30 10 20 24 23 14 13 63 25 34 23 43 21 50 31 1260 177 87 36 62
internal_value=0.00013407 -2.4728e-05 0.000291641 0.000225057 0.000289773 0.000109067 0.000173817 2.22642e-05 -0.00096122 0.000252761 -0.000352403 -0.00102472 0.000386189 0.000268733 -0.000400138 7.71563e-06 -0.000547485 -0.00124608 -0.00175828 0.00074408 0.000497515 0.000983207 -7.50124e-05 7.76349e-05 2.28293e-05 5.01281e-05 -0.000824431 -0.000218722 -7.87255e-05 0.000928932
internal_weight=248.611 123.824 124.787 117.626 113.592 81.267 77.5461 120.81 6.43915 73.2789 13.238 8.37902 60.0409 54.9308 16.111 12.3902 8.59251 5.80569 3.72081 32.3248 23.855 12.9062 10.9487 114.371 107.453 106.191 8.12281 5.40226 5.29651 6.91772
internal_count=2900 2099 801 758 722 567 542 2066 182 497 118 88 379 359 162 114 100 87 48 155 121 66 55 1884 1772 1741 481 304 46 112
is_linear=0
shrinkage=0.00192311


Tree=478
num_leaves=31
num_cat=0
split_feature=19 8 17 10 10 16 2 3 19 16 10 3 0 17 16 12 7 2 15 17 6 3 6 12 15 9 16 8 8 5
split_gain=0.332139 0.499313 0.345589 2.20809 1.77 3.11018 1.34652 1.29721 3.1178 1.33645 2.36142 1.854 1.45763 1.63418 1.1958 0.960819 1.18643 0.891278 0.940227 0.90289 1.57905 2.35244 2.11163 0.712924 1.53146 0.928453 0.707045 1.10062 0.648274 0.585622
threshold=14.651182102100002 8.6432548896500023 201.37020668845003 62.197478847950002 64.321360770950022 20.719951547750004 325.75432260090003 88.727183679150016 14.151141757350002 18.684956306450005 75.922057603850007 84.850427055100013 100.13162306855001 234.67375690460003 14.034967180100002 245.21706485760004 26.410735436000003 309.73785348360008 47.90801194005001 198.29010168345002 14.905348261050003 83.511574906150017 16.375382608200002 266.39085111275006 26.135540888150004 40.406378633400003 17.654958715000003 7.1444245619500011 8.3434888241000014 2.7861270712500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 7 17 8 9 10 -6 -11 -12 15 -8 -14 -17 18 19 23 21 -21 -22 29 25 -25 27 -15 -20 -1
right_child=1 -3 3 4 5 -7 14 -9 -10 11 12 -13 13 26 -16 16 -18 -19 28 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.021606335544578702 0.014747833027495064 -0.0023039556900166657 -0.028507110513547786 0.015887904632438082 -0.033849908889789497 -0.037990941227843168 0.0015656406435635521 0.024493152164355929 -0.065261171654979508 0.023866857788629153 0.017644657312515868 -0.011078306617136401 -0.034386540433621549 0.015894256980478673 -0.037898528144364022 0.021946122064690175 -0.034575771594977628 0.021260808514855015 0.0064528539891215786 0.011110533646170838 0.026690046447384607 -0.033276309961922428 -0.0040790197869136069 -0.028905557589697543 -0.035687858839688634 0.0091444124619364624 0.031845148815489527 -0.035123128364814571 -0.041000116281808129 0.00055867905892929208
leaf_weight=1.4744956207287021 4.2321805469691745 3.4134008232504129 3.3407884463667861 6.1209780067438251 2.7135875672102108 2.6504653813317409 1.5616216771595639 2.1441404417855656 0.83865975763182987 4.6982165183871976 3.7063534401822817 2.5921525815501809 2.520187700400129 1.3908157785190276 1.8405028943088835 0.96579695027321555 0.70828617407823913 2.4281164727872229 0.46866260573733487 3.4522411872167167 7.0356123819947225 2.1208697997499257 3.7687013912945986 0.91156506063998577 1.882088331854902 3.1228792544279713 1.0835850648581979 0.69916558940894891 0.97735836257925257 107.33341324054345
leaf_count=67 27 34 37 43 92 32 50 19 15 30 54 36 164 35 70 13 83 44 17 72 36 38 26 61 36 54 9 46 49 1511
internal_value=0.000367934 0.00713499 7.15278e-05 -0.00281525 -0.000201028 -0.00388784 0.000826155 -0.00013117 -0.00254019 -4.46388e-05 -0.00611817 0.0114418 0.000677141 -0.00785828 -0.0197839 -0.021447 -0.00196767 0.00134564 0.000980818 0.00127422 0.00855994 -0.00578106 0.0159573 0.000234155 -0.0109794 0.000547188 0.0101009 -0.00117269 -0.0256204 0.000843904
internal_weight=182.197 7.64558 174.551 36.1732 32.8324 26.7114 138.378 24.0609 21.9168 21.0781 13.7878 7.29037 11.0742 7.36784 3.40212 4.19427 1.67408 134.976 132.548 131.102 16.3774 5.57311 10.8043 114.724 5.91653 4.03444 3.17357 2.08998 1.44602 108.808
internal_count=2900 61 2839 708 671 628 2131 596 577 562 496 66 404 350 120 260 96 2011 1967 1901 172 110 62 1729 151 115 90 81 66 1578
is_linear=0
shrinkage=0.0331706


Tree=479
num_leaves=31
num_cat=0
split_feature=6 13 13 16 8 0 17 10 0 15 8 18 10 19 16 8 16 19 7 16 9 8 16 9 4 13 15 16 12 17
split_gain=0.31986 0.994637 0.580517 0.881223 0.555543 0.501895 0.471387 0.362731 0.618419 0.287558 0.565042 0.335723 0.953006 0.643812 0.910356 1.10381 0.412868 0.794761 0.418365 0.439725 0.383804 1.35031 1.07718 1.17353 1.53012 1.4637 1.90655 1.76964 1.03306 0.987008
threshold=5.0951190466500007 92.504467352450021 92.138837046750012 12.644970430600003 0.84933718570000016 106.56510337475001 180.19381692845005 89.912793714750009 119.78425200215001 11.896459116400001 2.5480115570500002 16.873483924050003 87.184008712350007 12.150980378200002 16.514961380800003 7.2443465838000014 11.934972090850001 10.650859343850001 20.562096111400006 11.564972956100002 187.70546222865002 8.3434888241000014 22.674946976100003 186.14781787895004 207.98441978950004 117.58509325145 34.761639995350009 18.564956587050002 78.909246879600019 195.53954078470002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 10 -2 16 13 -13 15 -15 17 18 -11 -20 21 22 23 24 25 26 27 -18 -22 -26
right_child=9 -3 -4 -5 5 6 7 8 -10 11 -12 12 -14 14 -16 -17 20 -19 19 -21 28 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.042809630609899015 0.013032995489237264 -0.042955422142768256 0.027629910940813129 -0.044757238235845175 -0.043558928757978489 -0.04290093541840357 0.02919630601933855 -0.042903869676069378 0.027318178194995903 0.037518954910079658 -0.044955117691998614 0.028630807006508208 -0.033053626403985389 0.020319328984478358 0.021235317495950871 -0.044946340682109481 -0.032085091929518375 -0.043780445721556878 -0.043757980576824534 0.026278252213387934 -0.020201291048985479 0.036212383217795657 -0.022522481992810112 0.026641433740085946 0.011543094599682419 0.017239724115816032 -0.050095825306838648 0.019386180419132787 0.00036297813230140932 -0.025404890238332738
leaf_weight=0.42357089763390776 0.51093744998797663 1.1823675826890392 0.9911757563240825 0.87185175332706411 0.29633241100236807 0.23643303067365229 1.7256850958801808 0.38407687103608612 0.48926863941596821 0.45123958587646418 0.66163505334407091 3.0164891642052671 0.8191539145191199 0.7534533436410128 2.2160470166709274 1.0846059673931447 2.1957711785216869 1.0286465719109399 0.37035940174246207 0.26305224723182619 4.340779775986447 2.1660103853791943 2.7193403188139191 3.6751445080153635 16.621486208779974 2.2504985036794096 2.5131655558943748 2.397199071245268 121.67470544658136 1.3405016285250884
leaf_count=124 8 146 13 65 19 47 36 53 37 5 87 55 83 10 33 42 117 74 37 10 37 18 23 26 296 45 20 27 1275 32
internal_value=0.000414046 -0.00853501 -0.001024 -0.0074391 0.0017121 0.0077336 0.0130941 0.018188 -0.00356383 0.000755356 -0.0196873 0.000894803 0.0092408 0.0141408 0.00335932 -0.0181928 0.000493311 -0.0176966 0.00704043 -0.0146723 0.000730754 0.0045104 0.0024736 0.00466672 0.00171048 -0.0118718 -0.0210914 -0.0052208 -0.000345387 0.00878567
internal_weight=179.671 6.60076 5.41839 4.42722 3.55537 3.1318 2.83546 2.59903 0.873346 173.07 1.17257 171.898 7.88975 7.0706 4.05411 1.83806 164.008 2.1133 1.08465 0.633412 161.895 35.8791 33.7131 30.9938 27.3186 9.35663 7.10614 4.59297 126.015 17.962
internal_count=2900 540 394 381 316 192 173 126 90 2360 95 2265 223 140 85 52 2042 126 52 47 1916 604 586 563 537 209 164 144 1312 328
is_linear=0
shrinkage=0.0414211


Tree=480
num_leaves=31
num_cat=0
split_feature=6 6 3 10 0 15 3 9 9 15 16 10 3 16 19 16 10 0 10 5 5 5 8 9 9 15 13 6 9 15
split_gain=1.43077 2.23873 1.04957 1.84089 1.46703 1.91614 2.66506 2.43775 1.85303 1.78605 1.49955 2.58381 4.11644 3.61005 2.41842 1.48174 1.48126 1.33496 1.27764 1.63207 1.2481 1.21419 2.34931 3.75397 2.1741 1.58578 2.38208 1.20827 1.20592 1.11816
threshold=13.665319288000001 13.775321858200002 93.883646373400012 62.00390986255001 93.972365491700018 29.049007317550004 82.753429713350016 206.08249486475003 202.89977928865002 18.737875933500003 19.214955067100004 66.697957758300021 89.227236891450005 19.974953289850003 13.851117550450002 19.134955254150004 71.787208999250012 85.678472159250006 65.630639880500027 19.812684199800003 19.221712148250003 21.197160116700001 8.543332867800002 195.39349636155001 190.24759545780003 46.574831689400007 117.61735474900001 14.815346158200002 214.22994816675003 27.008040895250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 10 7 -7 8 29 -9 20 12 -12 14 -13 16 -8 -5 19 -14 -3 22 23 24 -21 -23 -27 -22 -11 -6
right_child=1 2 3 17 5 6 15 9 -10 28 11 13 18 -15 -16 -17 -18 -19 -20 21 27 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00017837146253204771 0.00171219297433689 0.0020608526158037177 6.7981422603878702e-05 -0.0022425902626535123 -0.00039666174992132038 0.0015139525069790302 -0.0028678124117197433 0.0012714160778368715 0.0020853656632989714 -0.002815932931776921 0.0019619838087723655 -0.0011002851068119008 0.00167953123628131 -0.0028590047387898124 0.0015745709016015484 9.297974502691644e-05 0.00043621374278751668 0.00014783225457304716 -0.0009328888921535819 -0.0012636818785395087 0.0015773903809615892 0.0005363461227472022 0.00084308326395142615 -0.0030129154552971534 0.0011596897766206783 -0.0027758497308683879 0.00065178280802730593 -0.00060812013305992351 -0.00043390996578130699 0.0012860982145137328
leaf_weight=55.592273908259813 5.3189077451825133 5.002413494512437 28.900122336810455 3.4798870510421684 5.8510358640924149 1.685569666326044 4.360713250702247 1.392124393954872 3.9696143493056288 2.4105510720983148 8.5151872150599939 3.9302443992346507 4.604426395148038 3.0775631070137024 3.2719641923904419 1.8012302275747059 0.85774659039452661 1.9122500531375406 4.3144416958093634 3.9079988971352595 2.6222212915308774 54.014118830673397 6.4151738956570616 3.1790419183671474 3.9142542257905006 1.9687192880082864 2.3488350566476583 2.7247811644338071 2.1013886407017708 3.24148103967309
leaf_count=1334 34 29 420 130 41 13 110 10 17 39 42 29 21 37 13 21 14 15 22 23 19 272 31 24 17 38 20 24 22 19
internal_value=0.00014415 0.000243157 0.000198705 -0.000162036 0.00028614 -0.000188494 -0.00108121 0.000221251 0.000775224 -0.00100436 0.00040154 0.000318101 0.000438738 -0.000775427 0.000114902 -0.00170436 -0.00232474 -0.00139486 0.000285541 0.000350963 0.00123567 0.000270205 -0.000262327 -0.000906923 -5.10271e-05 0.000429206 -0.00091115 0.000463675 -0.00170653 0.000203242
internal_weight=236.686 181.094 175.775 34.2923 141.483 27.6715 8.70526 18.9662 13.0621 5.90406 113.811 103.462 93.1822 10.2798 7.20221 7.01969 5.21846 5.39214 84.667 80.3526 10.3494 75.7481 17.4165 11.0013 7.82225 58.3317 4.31755 5.347 4.51194 9.09252
internal_count=2900 1566 1532 565 967 306 158 148 77 71 661 589 510 79 42 145 124 145 468 446 72 425 95 64 40 330 58 43 61 60
is_linear=0
shrinkage=0.00229835


Tree=481
num_leaves=31
num_cat=0
split_feature=6 13 6 19 0 5 5 7 19 16 16 16 7 18 2 17 9 6 7 7 10 9 16 7 7 15 15 16 2 10
split_gain=0.297367 0.583239 0.477296 0.476783 0.414328 1.22932 0.96172 0.936819 0.834333 0.831564 0.80657 0.410921 0.508578 0.881846 0.793816 0.766007 1.1255 0.813288 0.659434 1.46645 1.05629 0.60574 1.02669 0.406345 0.856667 1.47375 1.81042 1.57676 1.32417 0.850255
threshold=10.715250360100002 107.54907905045002 11.175261108200003 9.4507625164000029 98.615332683000005 13.999568943650003 16.222050829800004 25.967949918250003 12.050972309250001 14.479966139550003 12.644970430600003 8.5099800999500008 24.101221167900004 15.481271036150002 240.40082529430001 239.21206428850002 44.114531459200009 8.1951914793500027 20.778835947700006 21.725272673150005 72.496961945650014 38.559541491950007 14.184966829400002 25.396105459650006 24.390191290350007 23.969938375100003 28.566186095050004 18.684956306450005 110.52061241095002 64.321360770950022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 8 -4 -7 10 -9 -6 -5 13 14 18 16 21 -17 -13 -20 -21 22 -14 24 -8 -26 -27 -28 -29 -25
right_child=2 -3 4 11 5 7 23 9 -10 -11 -12 12 15 -15 -16 17 -18 -19 19 20 -22 -23 -24 29 25 26 27 28 -30 -31
leaf_value=-0.031532135101875872 0.013344615845181632 -0.035132282950983237 0.013049671658844393 0.013917699247783508 -0.0040119939843693865 -0.032836455368303666 0.0010677928028945208 -0.026073137754131056 -0.014206682109480525 0.0046129559496580911 0.026143829804879073 0.022413233884156409 -0.031628839873331732 0.019445648079797009 -0.026476747982494123 -0.01956974236400482 -0.031954614250355472 0.021127911437619891 -0.036882710065635059 0.020167883849385133 -0.022864925519090404 0.01374045998346448 0.00668106212790335 0.026342247537042427 -0.037386405610654726 0.0098166492358930831 -0.034027218033329726 -0.034807341023467754 -0.0017947428109386634 0.0020145643838527729
leaf_weight=0.49901604851766634 2.6874289014376691 0.51226587500423093 5.7241304218769065 1.4281307822093392 1.3608692467678323 1.8308083644369615 113.9147595265822 1.2442768097389492 1.3494613924995063 2.2828240864910185 1.9939204100519416 1.0907752979546765 1.2719566403538927 2.0530598293989897 1.1161744735436512 0.67105400608852539 2.057707438012585 1.3458093658555297 0.93161297962069545 1.7665958809666338 0.73724862793460477 1.1812508687144143 1.2798109848517922 1.6515179499983776 1.2486297222785676 6.2909436747431782 2.073464209213852 1.2437494825571764 10.152130173519252 6.3374260723940097
leaf_count=174 41 11 53 60 38 96 1288 33 30 41 19 9 140 34 48 38 169 25 25 22 61 38 51 13 17 54 39 19 105 109
internal_value=0.000314614 -0.0033734 0.000724637 -0.00244002 0.000510929 -0.00541945 0.000912393 -0.0153099 0.00584526 -0.00621236 0.0139111 -0.00158259 -0.00301046 0.00249877 -0.00366757 -0.00844058 -0.0140228 0.00758692 0.0019572 -0.00453769 0.00749702 -0.0041385 -0.0124149 0.000426254 3.44289e-05 -0.00556869 -0.00355816 -0.00980495 -0.00539775 0.00704372
internal_weight=179.329 17.9425 161.386 17.4302 158.699 10.0622 148.637 5.35791 4.70425 3.5271 3.35479 16.9312 15.5031 7.69547 5.64241 7.80759 5.79073 2.01686 4.52623 3.43546 2.50384 3.73302 2.55177 142.913 134.924 21.0089 19.7603 13.4693 11.3959 7.98894
internal_count=2900 905 1995 894 1954 257 1697 170 87 74 57 720 660 199 165 461 398 63 117 108 83 229 191 1644 1522 234 217 163 124 122
is_linear=0
shrinkage=0.0301981


Tree=482
num_leaves=31
num_cat=0
split_feature=6 6 0 3 10 7 17 16 0 12 6 3 2 5 19 0 16 16 18 7 12 5 5 0 18 4 5 3 6 7
split_gain=1.72103 3.07733 1.57787 1.27487 1.84096 1.59152 1.93333 1.37208 2.09831 1.48598 4.53577 4.02005 3.12998 2.48001 2.85375 1.63561 2.50934 2.51621 1.9827 2.18353 2.15379 3.99095 2.05155 2.03374 2.58211 1.64436 4.18475 1.57413 2.67748 3.25311
threshold=13.665319288000001 13.775321858200002 97.835679825150024 93.883646373400012 62.00390986255001 22.580174331950005 189.37128582595003 22.654947022900004 87.29692395375001 247.85609524425004 15.925372093750001 90.988176966900014 345.14327011615006 23.151456684850004 14.451165964200003 86.345209775600011 22.614947116400003 22.554947256700004 13.809421053700001 23.031046061850002 103.44931853055 17.671168838450004 21.495293572000005 94.047642319350018 15.556223714900002 190.00198300580004 22.852794041600003 84.968719212850019 14.755344756250002 24.673428656250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 9 -9 15 12 -12 -11 -13 -15 25 17 18 19 -17 21 -20 23 -22 27 -7 -27 28 29 -25
right_child=1 2 -4 4 -6 7 -8 8 -10 10 11 13 -14 14 -16 16 -18 -19 20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00016544223851774098 0.001708312588779688 0.00040832845073463111 -0.0013810655473984737 6.3291934836089494e-05 -0.0012695374374582298 0.00065088030910359727 0.0019428048729473501 0.00028346239568120352 0.0019912469702331888 -0.0027593961770253526 0.0022912953065296724 -0.0020488727034611276 0.00070181777615783069 -0.0013126665448871158 0.0014681323434275109 0.00011571383282014693 0.0016152974048184768 -0.00093242651864071466 0.00027445425192261313 0.0016664870563771507 0.00098166054906736978 -0.0023539713072605541 -0.0012076791000919448 -0.0028496149562746258 0.0015014417285173409 -0.0023175164386341511 0.00043062292379411669 -0.0019593030732641377 0.0018120014272377334 0.00016289585117811113
leaf_weight=59.020935222273692 6.034696500748395 10.591357766184954 2.725123267620801 30.01693418098148 5.3063072890508911 4.4500083997845641 5.3911704123020163 9.6567963380366546 4.6320356279611579 4.477431834209713 3.3233976624906054 2.738551748916505 1.5236659543588755 2.7487813755869865 3.861610890366137 6.770807400345805 6.4885905161499968 6.949185471981763 7.3371139895170909 9.4848190099000913 20.686319806613028 3.8233718536794186 3.1438952176831654 2.1900366246700305 3.8021032214164725 4.6140138730406743 5.0495989192277193 2.4542756825685492 2.4271498247981071 5.4192265132442117
leaf_count=1334 34 61 36 420 145 19 23 59 26 67 14 24 12 28 20 33 24 36 46 36 103 36 31 30 26 37 33 47 9 51
internal_value=0.000145327 0.000242829 0.000194259 0.000218194 -0.000136928 0.000305284 0.000925933 0.00022782 0.000837078 0.000151297 -0.000386678 0.000320782 -0.0018806 -0.000379703 0.0003118 0.000256942 0.000371154 0.000262778 0.000385754 0.00102056 0.000184537 -0.000625995 0.000409992 0.000547523 -3.68421e-06 -0.00039835 -0.000881511 -0.000461837 -9.5651e-05 -0.000704141
internal_weight=247.139 188.118 182.084 179.359 35.3232 144.035 15.9825 128.053 14.2888 113.764 18.6734 12.6723 6.0011 9.34894 6.61039 95.0905 80.9769 74.4883 67.5391 16.2556 51.2835 11.1605 40.123 36.9791 16.2928 14.1136 9.66361 12.4907 10.0364 7.60926
internal_count=2900 1566 1532 1496 565 931 84 847 85 762 165 86 79 72 48 597 508 484 448 69 379 82 297 266 163 89 70 137 90 81
is_linear=0
shrinkage=0.00208594


Tree=483
num_leaves=31
num_cat=0
split_feature=6 10 8 10 18 15 8 16 15 0 3 12 17 18 19 16 13 6 9 7 7 0 7 15 0 17 17 18 0 10
split_gain=0.293292 0.495986 0.430118 0.976253 1.36055 1.05165 0.546683 0.591801 0.541184 0.42343 2.09217 1.78257 1.42505 0.913073 1.77943 1.54178 1.81183 1.01178 0.894137 2.57242 1.16279 1.05306 2.88899 1.10267 0.623837 0.584713 0.57235 1.18784 0.565611 0.851652
threshold=22.585527707250005 54.884872733100003 8.8430989333000021 62.55235532115001 12.903279561150002 31.198916099800005 8.7431769115000026 22.764946765650006 29.049007317550004 86.001087134900004 93.733092718100025 90.17221166855002 189.90635174060003 13.278511569200001 14.351157895250003 22.574947209950004 113.96105169155001 14.980350013450002 201.2906445504 22.726915405250001 22.477322886550002 85.716110573100011 22.227765484150002 20.742056627150003 85.775256651950016 167.86887396990002 187.59608338195002 12.657095015500003 86.135510041400025 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=1 -1 6 4 -4 8 7 9 -5 10 12 -12 -3 14 15 16 17 -11 19 20 21 22 23 25 -21 -13 27 -25 -15 -30
right_child=-2 2 3 5 -6 -7 -8 -9 -10 13 11 18 -14 28 -16 -17 -18 -19 -20 24 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.033929121746689495 0.015496275616266899 -0.048894302127719377 -0.0037460965751347493 -0.000690538823273246 -0.043397462635772939 0.010544805719676647 0.010584911113227236 0.013221880027611974 -0.033618307436519078 0.010766069351812136 -0.047349277439622875 0.006801978612784647 -0.0073317079033441389 -0.016930316905126881 0.022412433212708471 -0.019640657816398895 0.029809821169867096 -0.026256022853841661 0.025023693701411262 -0.035076277563509999 0.019383621828158296 0.01830116653522082 -0.040784943326660494 0.012363358561999743 -0.0057048318375537551 -0.032059902565310334 0.031284513093928018 -0.026120281558642156 0.0083957708900093079 -0.00081531664005994825
leaf_weight=0.45578160168952209 1.3642435520887364 1.6916611046763166 2.409518473781644 1.0618421734543519 1.5158853263128547 4.5133349723182619 5.8399484576657406 3.7628967426717272 1.0852282913401721 1.6252865017158895 0.83021926326910289 0.62810472858837751 1.8649054046254603 2.1174492612481108 5.9319012481719247 3.0561965499073267 2.5469133891165257 1.5513908446300773 1.6230020020157088 2.4214450098224911 4.4491139962337902 2.7092115962877861 1.9406434291740868 4.757148246106226 1.1453508243430404 1.2345599206164477 1.0896705295890567 1.053389898734167 12.09543018019758 100.25924771116115
leaf_count=91 8 25 35 29 35 38 49 25 13 30 21 30 24 16 31 26 16 11 12 59 39 14 25 76 14 58 10 61 73 1906
internal_value=0.000350328 0.000233764 0.000321829 -0.00608706 -0.0190584 0.00155778 0.00072997 0.000371131 -0.0173337 6.23884e-05 -0.00363713 -0.000142856 -0.0271007 0.00084816 0.00853813 -0.000835793 0.00920534 -0.00731437 0.00155731 -0.000220027 0.00485697 3.8358e-05 -0.00458422 0.00343287 -0.0256447 -0.0189554 0.00947642 0.00538668 -0.000140136 0.000176294
internal_weight=178.631 177.267 176.811 10.5858 3.9254 6.66041 166.225 160.385 2.14707 156.622 27.4384 23.8819 3.55657 129.184 14.7117 8.77979 5.72359 3.17668 23.0516 21.4286 17.8618 13.4127 10.7035 8.76287 3.5668 1.86266 6.90021 5.81054 114.472 112.355
internal_count=2900 2892 2801 150 70 80 2651 2602 42 2577 468 419 49 2109 114 83 57 41 398 386 313 274 260 235 73 88 147 137 1995 1979
is_linear=0
shrinkage=0.0327912


Tree=484
num_leaves=31
num_cat=0
split_feature=16 3 10 15 16 19 18 15 16 10 10 16 17 9 16 5 5 3 13 8 5 3 17 5 15 2 5 6 13 13
split_gain=1.42681 1.65991 2.76117 3.57298 2.11658 2.94916 3.07025 1.62954 1.59557 5.77199 3.43449 3.97135 1.63358 1.58839 1.71115 1.98998 1.68178 1.95177 2.43224 2.38377 2.41156 2.19977 1.77492 2.01411 1.47456 1.46801 1.24201 1.15606 1.72322 2.69355
threshold=18.594956516900002 83.511574906150017 70.284360904350009 27.122924609850003 19.214955067100004 13.751109481500002 11.904475184000002 32.540328261750005 19.974953289850003 66.697957758300021 66.318885161900013 20.784951395750003 212.33270692945004 202.37225149245003 22.514947350300002 20.206488238950005 30.133297129900004 92.913112988300014 117.47217800995001 8.7431769115000026 21.269675393700002 93.356708579850007 192.00356210945003 23.606333875400001 33.947667408500003 129.78438094715003 21.042547594650003 15.675366252400002 108.61908538635001 107.97116697695002
decision_type=2 2 2 2 2 2 2 2 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 25 6 -6 27 -7 10 11 -10 13 14 24 -16 17 18 19 20 -15 -19 -23 -24 -13 -3 -17 28 29 -1
right_child=1 2 3 -5 5 8 -8 -9 9 -11 -12 12 -14 16 15 26 -18 21 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.2456271539093201e-05 0.0012370177567528834 0.0014264673569711092 0.0011676595821320519 -0.0022379909293216652 0.00041584977027911782 0.0012590132548607723 -0.0019986133031219921 -0.0020571200283579314 -0.0020481440853768527 -0.0023705548120188684 0.0016761762310660985 6.6524720329950502e-05 0.0016194700269868704 -0.0020933780325845513 0.0014918609454616795 -0.00056350418097035669 0.0012950728192013994 -0.002644553757707569 0.0014222339852029608 0.001079891766337223 0.00012942930446527788 -0.0016937324122678577 0.0014976630672572835 -0.00089644044286296199 0.0014285825658745344 -7.8536436737707259e-05 0.00023820740113485726 -0.0012523236762833083 0.0011279301583606964 -0.0022657417499052797
leaf_weight=72.363561843696516 5.8162176217883816 8.713816528208552 1.6564024984836567 3.6401026640087366 3.4030588418245307 5.4574726037681094 4.546200682874769 1.51557899522595 2.8580317180603734 3.1523897517472497 6.0475272499024859 4.3975139809772363 3.115476142615079 3.5590111222118193 4.2287662327289572 8.2853044457733613 2.5418155938386908 2.279354201629757 3.8556360267102709 2.9674071595072746 3.6569472253322601 2.9917560718022269 2.3247755914926529 2.9416520688682795 8.844673549756406 3.3028370367828748 51.69552385690622 2.8316804771311572 4.6898290235549203 2.0150199085474005
leaf_count=1463 31 43 8 62 24 27 58 70 34 40 31 32 18 28 20 50 12 26 21 14 22 43 13 30 33 36 355 193 29 34
internal_value=0.000120996 0.000229353 0.000190401 -0.00117292 0.000240143 0.000170411 -0.000964987 -8.2011e-05 0.000242499 0.00019617 0.000265569 0.000188399 0.000247758 0.000206891 0.000347081 0.000217322 -0.000193504 -0.000347459 0.000121879 -0.000370463 -0.00096689 -0.00097275 -0.000511313 0.000160396 0.000976265 0.00101281 0.000127465 -4.54612e-05 -2.23977e-06 -7.35009e-05
internal_weight=239.695 156.28 150.463 5.29651 145.167 133.15 7.94926 83.4157 125.201 119.744 116.591 110.544 107.686 104.57 77.4518 64.2096 27.1184 24.5765 14.039 10.1834 7.21596 10.5375 8.25818 5.26643 13.2422 12.0167 59.9808 81.9001 79.0684 74.3786
internal_count=2900 1111 1080 70 1010 931 82 1789 849 822 782 751 717 699 490 425 209 197 85 64 50 112 86 43 65 79 405 1719 1526 1497
is_linear=0
shrinkage=0.00192234


Tree=485
num_leaves=31
num_cat=0
split_feature=14 16 6 16 5 17 15 6 2 4 9 15 18 5 7 19 17 17 0 16 5 12 17 9 17 4 7 7 3 13
split_gain=0.281785 1.06071 0.874923 1.40542 1.08994 0.873041 1.04105 2.06597 0.844848 0.811922 1.03504 0.793846 1.86114 1.09593 3.51715 1.50024 1.82666 2.21947 1.53014 1.33025 1.25747 0.989782 1.26124 1.13975 1.04164 1.0966 1.34599 4.06593 1.57326 1.70279
threshold=241.54317565595002 13.894967507500002 16.515385879350003 22.674946976100003 22.598762435600005 197.84582410835003 42.385947950200006 16.770391837550005 174.79146691255002 233.74578482015002 194.04304600165003 39.702469286500012 12.977936149500001 20.766972852450003 23.460228855750007 14.351157895250003 186.67336014325002 183.74297291365002 85.775256651950016 22.554947256700004 21.564786815050002 92.695913642950003 205.10400128480003 196.26893085885004 174.35320691475002 163.60960442095003 23.368583030350006 22.620341628000002 85.622014538550019 101.53768667075001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 8 -8 -6 11 -11 13 -13 21 15 16 17 18 -15 -17 -21 23 24 -3 -23 -26 27 -27 29 -28
right_child=2 9 4 -5 5 -7 7 -9 -10 10 -12 12 -14 14 -16 19 -18 -19 -20 20 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.024279362369570019 -0.00069964853778937595 -0.016442893461575098 -0.029822125957299682 0.019547498352241829 0.029917020199370613 0.014426784752144284 -0.044237281498047995 0.0096253972393513017 -0.006535095816831555 0.00042085542180750579 0.034135615994716852 -0.0080077599969831156 0.020011567173330115 -0.0056780361183988159 -0.052739459238432512 0.020401424248168605 -0.040465434365867456 0.025225828139574226 -0.049769455713174655 -0.015263399068936057 0.0092688077186306103 0.034075788470242667 -0.015662852256256268 0.0047160905358323213 0.023050008036558298 0.019067506184731485 0.027249641529956226 -0.039328450967616876 0.01767191744225001 -0.0050355726090478932
leaf_weight=1.6933256152260572 74.208750616977341 5.4191356669180077 2.3000535303726783 3.9666316305520004 0.89312238804995825 2.1063420852879062 2.0395280038937931 1.2686201641336081 3.2018567594641354 2.0611844292725428 1.9427467007189987 4.1202288945205492 7.0740066058933735 3.2896158678631817 1.622668920084833 4.1232129114214322 2.0335433706641197 1.9359644651412962 1.1726204864680765 4.3248216435313207 4.8890707138925791 1.5478227697312821 2.7910544623155138 5.7765939449891448 3.7615073211491099 2.5308007443673004 2.1343371903058168 2.713791539776139 9.6288679908029717 11.260044568218289
leaf_count=155 1537 56 25 46 9 21 41 15 90 29 16 32 44 206 14 23 18 9 10 28 44 7 60 51 22 37 27 32 60 136
internal_value=0.000361031 0.00169621 -0.000942426 0.000327695 -0.00935024 -0.0043987 -0.00975494 -0.0235818 0.00141518 0.00220675 0.0167796 0.00149648 0.00969858 0.000202484 -0.00567069 -0.00216214 -0.0131042 -0.00440795 -0.0172647 0.00475544 -0.00224613 0.00309086 0.00574339 -0.00552562 0.00752275 0.00623957 0.00400266 -0.0111492 0.00745419 0.000108938
internal_weight=177.832 87.847 89.9849 78.1754 11.8095 9.50947 7.40313 3.30815 4.09498 86.1536 4.00393 82.1497 11.1942 70.9555 23.3915 21.7688 8.43174 6.3982 4.46224 13.3371 9.21389 47.564 36.3682 11.1957 33.5772 32.0293 28.2678 5.24459 23.0232 13.3944
internal_count=2900 1116 1784 1583 201 176 155 56 99 961 45 916 76 840 352 338 243 225 216 95 72 488 381 107 321 314 292 69 223 163
is_linear=0
shrinkage=0.0331409


Tree=486
num_leaves=31
num_cat=0
split_feature=6 6 10 0 19 17 17 17 2 15 16 10 12 10 16 7 3 12 5 7 17 2 10 14 2 4 14 15 9 3
split_gain=0.274915 1.64689 0.676661 0.982303 1.244 0.985155 1.26657 1.05269 0.791053 0.706671 1.31049 0.693677 0.605579 0.774683 0.737996 0.682269 0.971386 0.590216 2.47638 1.69028 1.21949 1.51635 0.985926 0.823895 1.16813 1.17226 3.00799 1.08591 1.07301 0.803626
threshold=13.665319288000001 13.775321858200002 78.220689305400015 97.671683879200017 13.351077205700003 212.86611723275004 195.76335783930003 166.83257850275001 188.72314814045004 21.274833872300004 15.604963508800003 78.433077497700012 197.02116758845003 68.579878449600017 16.604961170400003 20.940097048150005 82.234557294150008 247.85609524425004 21.377246852200006 25.308871412700004 203.08534335880003 325.75432260090003 62.116825104000007 289.52595814095008 199.66651340635002 277.00048312305006 274.51613272600008 39.283112803100003 195.07922778810004 82.081315180750025
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 7 -1 -8 10 -5 -4 14 -14 -9 -16 -17 23 19 -19 21 22 -20 24 25 26 29 -26 -25 -3
right_child=1 17 11 4 -6 -7 8 12 -10 -11 -12 -13 13 -15 15 16 -18 18 20 -21 -22 -23 -24 28 27 -27 -28 -29 -30 -31
leaf_value=-0.039782681286024107 0.024160471241898386 -0.015768868999742069 0.022569103627518773 -0.039642099309707947 0.0078991900929633978 0.027537818272053056 -0.0016427091928136615 -0.037687971067414137 -0.046318188934858735 -0.038860508756351067 0.025095144059612055 -4.7945789325207784e-05 -0.0087023123759090038 0.02630024701255114 0.02846682895911137 0.027632748480449294 -0.030187780563318427 -0.05413101839769701 0.005132655218586561 -0.0061488077399553132 0.01424460965211667 -0.039784237313484253 -0.02218544555625182 -0.014094290742737508 -0.00067401073850231047 0.017618650994037054 -0.040672898068648711 -0.046903345541089936 0.017419155486160614 0.0018132619519072018
leaf_weight=0.69786932796705681 3.7626925110816947 3.37046054448001 1.873629071284088 0.83771660097408929 1.5922301644459365 1.3125573373399664 0.79866371979005668 0.69657512288540635 1.3079347109887747 2.9000232437392697 0.73402171395719051 17.959559266862925 1.1433218807214873 2.5678253798978403 0.88351243361830745 0.55522459745407093 1.0528492972953243 1.9358763280324667 7.3847589400829765 1.7478823051787911 5.5356316796969613 1.4523872155114066 2.1295349984429777 1.6541511827963384 1.3084519320400425 5.1230109282769254 2.1955989925190798 1.2364231449319047 7.3955802572891116 92.900413637224119
leaf_count=32 34 45 35 39 26 11 17 32 31 111 8 867 34 36 6 4 45 30 101 30 50 47 32 42 20 52 32 21 58 972
internal_value=0.000358134 0.0010781 -0.00235554 -0.00751604 -0.0189492 -0.00122263 -0.00511284 0.00161629 -0.0293806 -0.0285089 -0.00940899 0.00208867 0.00580383 0.0155167 -0.00550239 0.00349576 -0.0102239 0.000436515 -0.0051426 -0.0313643 0.000710781 -0.00612066 -0.000981813 0.00141426 0.000540723 0.00112235 0.00026408 -0.0231345 0.011659 0.00119771
internal_weight=176.046 139.133 36.9135 17.0803 6.06399 11.0163 9.70378 7.59718 2.1066 4.47176 1.57174 19.8332 6.89931 3.71115 3.18816 2.49159 1.60807 135.37 20.1861 3.68376 16.5023 10.9667 9.51429 115.184 106.134 103.589 98.4665 2.54488 9.04973 96.2709
internal_count=2900 1566 1334 432 184 248 237 189 48 158 47 902 157 70 87 55 49 1532 290 60 230 180 133 1242 1142 1101 1049 41 100 1017
is_linear=0
shrinkage=0.0353713


Tree=487
num_leaves=31
num_cat=0
split_feature=9 7 9 9 9 17 17 0 9 15 16 15 17 6 13 16 10 0 2 18 16 2 16 9 15 14 4 16 7 12
split_gain=0.275383 0.514169 0.431967 0.911355 0.673743 1.03708 0.740561 0.619143 0.60238 1.06725 2.25341 1.7067 0.75729 0.666839 1.84711 1.39519 1.25351 0.892556 0.504305 1.27922 1.18551 0.897154 0.999369 0.919923 0.900532 0.718172 0.70283 1.27661 0.735038 2.01865
threshold=231.85949239145003 28.563859680450005 223.24918598180003 220.28141982375004 215.80505313260002 203.35246479535002 196.44284117250001 94.418649541350007 207.37918994975004 34.761639995350009 22.604947139800004 33.755638987250002 204.75389752000004 16.635388683200002 112.82921081865001 19.099955336000004 70.284360904350009 101.99741301110002 325.75432260090003 13.954623666350001 22.604947139800004 308.2991537635001 11.934972090850001 41.133939724950004 17.382777826050003 384.93581166080008 373.81957258215004 13.894967507500002 23.124786352450005 167.86002060340005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 6 -6 -4 18 11 12 13 -11 14 15 16 -10 -18 21 -20 -21 22 23 -1 -24 26 27 -26 29 -29
right_child=1 -3 7 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 19 20 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00085379759225928144 -0.032982303787449083 0.012599725487018513 0.025188566068090758 -0.022913804910063205 0.004995262906109986 -0.006270109184605693 0.038221660105490038 -0.0029277423883917568 0.041225144943870196 -0.057194084308452943 0.0036094398169136555 0.039887787023194718 -0.018256037629205042 -0.030476456529034093 0.033050561733583131 -0.051082888835463691 -0.016808969091022634 0.012495283870466665 -0.047555129082680454 -0.011787740152409782 0.040976493341335241 0.02051504278794801 0.01704668165264692 -0.039427822709823458 -0.028247239360869071 -0.021206174879911516 0.022061464155329356 0.0026822411818122603 0.00395325858719584 -0.01364470841120047
leaf_weight=1.8790447622595814 0.9350864611333225 0.56779076205566525 2.3920431043952695 2.4058887383434913 1.6268980996392195 2.5717315918300301 2.3277899767272174 2.0993438347650226 0.80531585216522206 1.8790956291486502 3.045547335408628 1.358794652391224 1.1490518469363449 1.2870261764619488 1.8173239063471545 0.9873012527823456 5.2035294480156153 2.0756650996627286 1.0711588761478186 2.8586070113669853 0.77207196503877629 3.3873304519511285 5.025292345439083 1.6643295271496752 2.1339226777199647 2.0945639655692494 2.243036051397211 37.058277515781811 64.169012700323947 15.263067787687758
leaf_count=203 19 36 21 55 39 52 19 56 4 37 31 9 19 24 15 13 104 63 45 117 5 73 103 208 107 39 30 451 634 269
internal_value=0.000342326 -0.0157613 0.000482503 0.000173639 0.000508747 0.0124071 0.0245528 0.0120466 2.10614e-05 -0.00618011 -0.0193387 -0.000275286 -0.0424188 -0.00475727 -0.00171743 -0.00868238 -0.00350432 -0.00845285 0.000891974 -0.0112719 -0.000567308 0.00131588 0.000821442 -0.0189721 0.00136943 0.000728725 0.00110884 0.000712657 0.00124316 -0.00208062
internal_weight=174.155 1.50288 172.652 168.161 165.755 6.52642 3.95469 4.49139 159.228 19.6087 6.07369 13.535 3.02815 12.1762 10.8891 9.07181 8.08451 7.27919 139.62 4.70184 3.63068 134.918 131.531 3.54337 127.987 122.962 120.867 118.624 116.49 52.3213
internal_count=2900 55 2845 2768 2713 110 58 77 2603 319 87 232 56 223 199 184 171 167 2284 167 122 2117 2044 411 1633 1530 1491 1461 1354 720
is_linear=0
shrinkage=0.0377832


Tree=488
num_leaves=31
num_cat=0
split_feature=10 7 7 12 5 2 3 8 9 15 16 10 16 15 3 7 3 2 7 17 0 10 10 0 10 10 2 6 16 19
split_gain=0.437991 0.391787 0.993452 1.63072 1.08035 0.798744 0.790577 0.718989 1.24202 0.606593 1.48601 0.602296 0.584815 1.38725 0.715635 1.89227 1.37749 1.04457 0.937986 0.984521 1.36091 1.39169 0.68251 0.648206 0.673063 1.90922 2.85268 1.17759 1.18838 1.39399
threshold=54.884872733100003 20.778835947700006 21.725272673150005 219.23896387120001 27.955576342550007 62.731161442750007 94.92945658615001 4.9461400813500012 71.82068887245002 20.742056627150003 14.614965823850001 72.953999827850012 22.704946905950003 42.133814420300006 93.932038619750017 22.509653697550004 94.187442142150019 136.00952513250002 22.580174331950005 189.37128582595003 89.528344202050008 62.00390986255001 61.885617704800005 85.716110573100011 62.057679025150001 62.106071271500007 154.60082690140004 16.535386346650004 22.644947046300004 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 7 3 5 6 -3 12 8 9 10 -2 -5 14 -14 18 -16 17 -17 19 20 21 -4 -20 -24 27 26 -26 28 29 -25
right_child=1 2 4 11 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 15 16 -18 -19 22 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.037905244083221191 0.0096955124215105434 -0.0015579796491794297 0.01011258750536562 -0.010670528123135665 0.034148411657028629 -0.040432727545868116 -0.02605661690063435 0.023832794667681213 -0.031653909042001792 0.014574309960013255 -0.047432260596979872 0.029984340009120435 -0.0070674120971614858 0.029748395635325362 -0.05310964602288229 0.0068119132245329271 0.028925725776085078 -0.042916210571516546 -0.027671041864649547 0.024685761399895038 0.027332643393531964 -0.022906337543038321 -0.027277192142426854 -0.016372159014146265 0.0012384303271321393 -3.0891065487958866e-05 -0.052932693637374982 -0.014787646884352319 0.026031185621814407 0.010992042562828876
leaf_weight=0.40514298720518027 2.2786534954793738 0.97954937070608084 3.7551091611385328 0.90494645331636991 1.2776491151889775 2.6533036145847291 1.5394624233013008 2.6128250112524247 1.2818185369251285 5.456599966622889 0.8448642836883663 1.0842668088153002 2.6525620874017468 2.9001386603340507 1.2399091604747798 1.1507427245378501 1.3539611665764821 1.1364614180638453 1.2391792229609553 4.124858383787795 2.3443334937910549 3.2005678070709109 1.1883048326708365 3.3548513567075195 2.9875567331910124 98.32383586371725 2.351628573378548 3.1366594471037379 4.4924762924201778 10.12529617641121
leaf_count=91 56 8 20 38 15 88 43 31 117 83 18 10 22 24 25 8 18 41 14 43 50 27 21 32 19 1784 33 26 31 64
internal_value=0.000303593 0.000393608 -9.75043e-05 -0.0152883 0.000457512 -0.0299507 0.00017543 0.00667279 0.00212641 0.00717299 -0.00575669 0.0114894 0.000442765 0.0121612 -4.42789e-06 -0.0138536 -0.000485984 -0.0178969 0.000476278 0.00972543 0.00309004 -0.00508066 -0.000499893 -0.000232588 2.49792e-05 -0.0011944 -0.0226211 0.0060131 0.00964333 0.00418182
internal_weight=172.378 171.972 159.498 5.62207 153.876 3.63285 152.598 12.4748 9.86194 8.58012 3.12352 1.98921 151.058 5.5527 145.506 4.88107 3.64117 2.2872 140.625 13.4249 9.30001 6.95568 127.2 125.961 124.772 103.663 5.33919 21.1093 17.9726 13.4801
internal_count=2900 2809 2504 144 2360 96 2345 305 274 157 74 48 2302 46 2256 92 67 49 2164 140 97 47 2024 2010 1989 1836 52 153 127 96
is_linear=0
shrinkage=0.0367914


Tree=489
num_leaves=31
num_cat=0
split_feature=5 5 17 10 13 9 8 12 17 2 2 14 10 13 5 0 8 9 4 12 6 0 3 18 7 4 18 7 2 10
split_gain=0.272521 0.870704 0.688635 0.593326 0.410492 0.298021 1.16155 0.841459 0.792393 1.10027 2.9962 0.844204 1.17472 0.830136 1.59004 1.70629 0.935761 1.45469 0.840263 0.802563 1.00205 0.614099 2.17605 1.24496 1.00356 2.72066 2.59619 2.09785 1.82832 1.90648
threshold=7.7286379265000011 5.2595069053500012 201.37020668845003 90.740838818900016 87.122174175350011 187.70546222865002 8.3434888241000014 78.909246879600019 188.94422143290004 101.14502893930002 121.41360778140002 234.42213303535002 62.106071271500007 116.67639440335002 21.042547594650003 85.509099297050014 4.9461400813500012 70.238863950400017 159.66984649465005 152.88762959770003 7.305170684150001 85.716110573100011 94.093346107550005 13.042786209850002 23.124786352450005 163.60960442095003 13.434779691800001 23.147601011700004 143.15549947900004 62.020040611300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 13 -10 -11 -12 -13 16 -15 18 17 19 -16 -2 -21 22 -9 -23 25 -25 28 -26 -27 -30
right_child=5 -3 -4 -5 -6 7 -8 21 9 10 11 12 -14 14 15 -17 -18 -19 -20 20 -22 23 -24 24 27 26 -28 -29 29 -31
leaf_value=0.026273788553036671 -0.019611145881410958 -0.042302082078284037 -0.042640464823658644 -0.042228493799221625 -0.0031964873118711427 -0.018311350992210502 0.035177673847239396 -0.041075656177894701 0.031059929950433295 -0.086829591560381433 0.039525555789215752 -0.039173722767960356 0.010335054419728604 -0.052689311379302543 0.022901679081889944 0.008917247969478662 0.025137930860361892 -0.037164900645644629 -0.052683953535490435 -0.025429542117542524 0.013833238277232823 0.021171788630716098 0.0026990678685249892 0.024469536384114299 0.043996544406304884 0.0058691258215803222 -0.051712483215276238 0.00097684927970595383 -0.0032519932889931691 -0.058433306724722203
leaf_weight=1.6680265117902306 2.0800851213280174 1.0688360425265271 0.57268037658650417 0.38716774020576838 1.5723622870864344 4.3197602184955022 1.9194073565304268 2.7236190983094257 3.3114247992634764 0.59180944226682086 1.3466594908386449 0.94505064107943315 6.238179026346188 1.4374460540711869 0.30580050172284234 4.5343935363925993 2.733326432411558 1.7032277719845286 1.4278376530855892 1.2807786564808328 8.5041074694599939 5.0656309404876074 6.7995316684246063 3.3514613136649158 1.9845217168331135 6.6077473014593107 2.9243993982672682 88.84550219940138 2.3187251999042928 1.9944127849303184
leaf_count=29 58 192 107 141 48 37 18 57 19 10 11 24 133 12 10 31 31 187 87 43 150 39 124 18 7 38 28 1165 20 26
internal_value=0.000309864 -0.0089548 -0.000468909 0.00618869 0.0119737 0.000605192 0.00380158 -0.000360748 0.00214891 0.0106284 0.00321121 0.0094583 0.00382151 -0.00224259 -0.0134352 -0.00443305 0.00304798 -0.00140206 -0.0393512 0.00373173 0.00869399 0.000271654 -0.00982049 0.00112148 0.000181275 -0.00898531 -0.0170836 0.00191678 -0.00781062 -0.0287681
internal_weight=170.564 5.26907 4.20024 3.62756 3.24039 165.295 38.3595 126.935 36.4401 12.4331 9.1217 8.52989 7.18323 24.007 7.70548 6.26803 16.3015 13.5682 1.73364 11.865 9.78489 122.616 9.52315 113.092 108.027 17.1967 13.8453 90.83 10.9209 4.31314
internal_count=2900 517 325 218 77 2383 824 1559 806 197 178 168 157 609 140 128 469 438 97 251 193 1522 181 1341 1302 130 112 1172 84 46
is_linear=0
shrinkage=0.0413819


Tree=490
num_leaves=31
num_cat=0
split_feature=6 6 0 15 3 9 9 0 3 2 17 16 9 7 18 18 18 7 10 18 17 14 17 13 3 10 5 3 10 9
split_gain=1.56983 2.04985 1.22588 2.57123 2.72951 2.72389 1.95545 1.65669 1.93266 1.84194 1.60679 1.59315 1.71149 2.12221 2.25051 1.57299 3.18062 1.52601 1.6777 1.52433 2.36765 1.45337 1.5014 3.23126 2.01379 1.39969 1.29455 1.33065 1.27347 1.23492
threshold=13.665319288000001 13.775321858200002 93.972365491700018 29.049007317550004 82.753429713350016 206.08249486475003 202.89977928865002 87.181320254150009 92.751805500450018 317.41815758785003 200.83528241485001 22.654947022900004 188.53841931785004 22.940014114900002 13.544020937350002 14.117867417450002 13.954623666350001 24.976928324600003 70.284360904350009 13.601370067700001 197.22366780595004 170.52070866230002 200.83528241485001 112.82921081865001 89.324021384150015 76.919475570250015 20.206488238950005 93.077108934250006 71.666228383350017 66.290220196950017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 5 -5 6 -4 8 -3 10 19 12 -9 -14 -15 16 -16 -6 -19 20 26 -17 -23 -24 -25 -7 -10 -28 -20 -29
right_child=1 2 3 4 17 25 -8 11 9 -11 -12 -13 13 14 15 21 -18 18 28 -21 -22 22 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.00016795570215581037 0.0014642744632877641 -0.0014514311194168954 0.00019207640760825556 0.0012509792471029596 -0.0026410872307111471 -0.0017196544630303447 0.0018681619533962618 0.0016321960531278429 0.0015742177299272648 -0.0016880081107637462 -0.0014787185623194895 0.0016592375599654931 -0.0010465837953518313 0.0017575595494537198 0.00033855703812015533 -0.0012971775020364817 -0.0018703978074420219 0.0012953111074847287 -0.0024434984789349821 0.0010462471270794233 -0.0018350581637169769 0.0013436506705812598 -0.0014802942195999446 0.0018159721393387466 -2.6530190786675682e-05 0.00023442758982129892 0.0010830207752604056 0.0010398408357174685 0.00051088199961986077 -2.9971476462759012e-05
leaf_weight=60.125920205144212 5.0923586040735236 3.227937093935906 8.8344696415588313 1.6253301212564091 3.2879193751141429 3.5451176902279249 4.1155407764017573 4.2786689396016291 2.6722164750099173 2.1803283395711324 2.2792442142963401 4.5550449565052977 4.2558498047292224 4.659021019935607 9.2956304624676687 1.5438249371945882 3.6661152839660636 1.1170283928513525 2.0680867028422658 8.2827644434291852 2.377341264858841 9.0753893181681651 3.176839428022503 4.5962245613336545 4.9906318113207817 2.5363396648317575 5.5921259969472876 4.7386277839541426 0.82255476713180531 53.363995663938113
leaf_count=1334 34 26 60 13 67 50 17 30 12 48 22 28 26 19 46 12 26 6 56 55 18 47 39 24 28 21 25 37 16 658
internal_value=0.000111357 0.00020908 0.00017075 -0.000212972 -0.00110265 0.000204062 0.00072474 0.000248022 7.26961e-05 0.000133071 0.000183137 0.000522598 0.000418084 0.000303306 0.000443414 0.000274954 -0.000286226 -0.001627 -0.000795035 0.000232312 0.000134244 0.00058603 0.000719156 0.000275121 0.00085682 -0.000904683 0.000204787 0.000147334 -0.00160281 5.72783e-05
internal_weight=231.978 171.853 166.76 27.9524 8.92092 19.0315 12.95 138.808 84.7146 81.4866 79.3063 54.0932 49.5382 45.2595 41.0037 36.3447 12.9617 7.29559 4.00767 77.0271 68.7443 23.3829 21.8391 12.7637 9.58686 6.08146 66.367 63.6947 2.89064 58.1026
internal_count=2900 1566 1532 306 158 148 77 1226 901 875 827 325 297 267 241 222 72 145 78 805 750 150 138 91 52 71 732 720 72 695
is_linear=0
shrinkage=0.00200836


Tree=491
num_leaves=31
num_cat=0
split_feature=6 6 10 3 19 17 17 17 2 15 15 17 18 10 7 16 13 16 12 13 9 2 7 10 4 6 7 13 4 19
split_gain=0.281311 1.42288 0.631354 0.889511 1.09864 0.831794 1.05484 0.930532 0.720606 0.617122 1.13422 0.590766 1.25556 1.07687 1.02775 1.04371 0.998009 0.666649 0.660896 0.849209 0.547967 0.622259 0.518084 1.19942 0.552104 0.484456 0.759555 1.09612 0.847601 0.641767
threshold=13.665319288000001 13.775321858200002 78.220689305400015 81.968399939250006 13.351077205700003 212.86611723275004 195.76335783930003 166.83257850275001 188.72314814045004 21.274833872300004 20.937157557000003 201.37020668845003 17.108018746400003 78.494912034700022 26.302865891850004 17.924958083650004 99.19872809730002 14.184966829400002 176.04981466085005 98.238948544700023 210.97856947250003 313.37633693555006 19.771475517600006 67.649671936450019 225.05241822990004 13.200308423050002 24.122256664450003 81.98184222990001 265.91245918190003 9.8507947922000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 6 7 -5 -8 10 -1 13 -13 -4 -14 20 17 18 19 -15 21 -16 -9 -24 -25 26 -20 29 -29 -28
right_child=1 -3 11 5 -6 -7 8 22 -10 -11 -12 12 14 16 15 -17 -18 -19 25 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.041988440490655407 0.02505735563949698 0.00045529912225828265 0.032885965984016483 -0.043150916288456069 0.0070033721981440384 0.02833891257562788 -0.0015449126144057074 0.027926422273485751 -0.049061288519701637 -0.04206713539253288 0.026235933706420553 -0.040870966084854236 0.031758435682397661 -0.041993052559303641 0.006056528248832637 0.038348587403362722 -0.04783972364593031 0.020936542659587741 0.020205792101219266 0.016470366377338178 -0.040813465237717894 -0.040842074685623737 -0.042946264886406953 -0.022015944102621796 0.014915863208578019 0.030139372563368915 -0.017071297145192423 0.032841307867232092 -0.041109380541547752 0.034037480987656445
leaf_weight=0.79510076611768343 3.5907431151717892 130.92338420827582 1.9648417910211744 0.63281203177757372 1.5497417747974394 1.212316914461552 0.78040017921011884 1.2675754092633722 1.2104095283430067 2.6748058483935893 0.66546258330345154 1.3427576660178591 1.2279425177257506 1.1168910419801212 1.5666378490568615 0.58690776489675034 0.56850078725256104 2.748688149265945 1.818124125129543 0.55187321454286564 1.0251147588132878 0.57494567648973305 0.79999978680280026 0.72713471192400891 3.4902723444392905 0.94237944856286038 0.6084575265995229 0.26917696837335814 1.6002142545767126 0.9138094243244268
leaf_count=43 34 1532 30 32 26 11 17 12 31 111 4 84 20 164 111 6 22 46 34 9 83 49 32 33 80 9 103 4 105 23
internal_value=0.00030871 0.00111203 -0.00275822 -0.00848036 -0.0206846 -0.00162504 -0.00570265 0.0014148 -0.0304348 -0.0310607 -0.010904 0.00189732 -0.00778066 0.00656852 0.00113871 -0.00887813 0.00192593 0.00460265 -0.00113795 -0.0226587 -0.017631 -0.00653422 0.00590196 0.000337797 0.00854835 0.00469953 9.78077e-05 -0.0106812 -0.0304611 0.0136091
internal_weight=169.747 134.514 35.2333 15.806 5.68511 10.1209 8.9086 6.91779 1.99081 4.13537 1.46056 19.4273 6.32431 13.103 4.98155 3.75361 11.1381 10.5696 7.82093 1.66876 3.1667 2.14158 6.28498 5.01741 4.21741 6.15216 5.20978 3.39166 1.86939 1.52227
internal_count=2900 1566 1334 432 184 248 237 189 48 158 47 902 353 549 269 249 519 497 451 173 243 160 157 145 113 278 269 235 109 126
is_linear=0
shrinkage=0.0385571


Tree=492
num_leaves=31
num_cat=0
split_feature=6 6 0 5 10 13 15 5 5 10 0 0 0 3 16 16 10 3 0 18 3 5 3 9 5 7 5 6 13 0
split_gain=1.37917 2.23073 1.33553 1.10036 2.03685 1.85861 2.68049 1.56965 1.48674 1.23899 1.70532 1.69921 1.47349 1.53893 1.52655 1.72139 2.90313 3.61724 3.0936 2.80169 3.15622 2.27172 2.00234 1.4757 2.30408 1.83349 1.42842 1.41215 4.79596 1.86364
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.579584939650001 71.090898343450007 107.97116697695002 24.200063469100005 17.021905087450005 17.671168838450004 70.865067860500019 94.047642319350018 94.776214472700005 87.181320254150009 92.751805500450018 22.654947022900004 19.214955067100004 66.697957758300021 89.227236891450005 92.031298721500022 13.713893333650001 90.525762168450015 18.092020786850004 90.988176966900014 202.80137809380003 30.133297129900004 23.699538637550003 19.091524133650005 16.375382608200002 117.38883580790001 86.530713386650021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 6 -6 -7 -8 10 12 -12 13 -5 15 26 17 -17 -18 22 -21 -20 -19 25 -25 27 -14 28 -15 -29
right_child=1 2 -4 4 5 7 8 -9 -10 -11 11 -13 14 23 -16 16 18 19 21 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00016643950628473332 0.001659890245788124 0.0011981218919040598 -0.0014259067895748903 -0.0013546819978901157 -0.0022389153913841609 0.00064858987743479906 0.0018905977165108283 -0.0025405229659300004 -0.00045801738149980138 0.001765144070346288 -0.0019711095274378924 0.0003521335726758504 0.002108073131777181 0.00044129363539815482 0.0018037408243666104 0.0018597737555006294 -0.0028450907034271358 0.00015496173998144196 0.0010764812355493032 -0.0022885131267371675 0.00018825275769152045 -0.001316236837413791 0.0020546804817912698 -0.001001200235345824 0.0014422902830222802 0.0015140748233461879 0.00031555088179424748 0.00016714959065184702 -0.0036116972671893371 0.0015731485653363488
leaf_weight=52.292128633067477 5.2557654194533816 5.4512430168688288 2.4316306356340638 3.4145624116063109 1.9320658107753823 0.96556811407208432 2.8318666592240334 3.4115579524077475 2.4525468861684203 2.618993302807211 3.3363253276329479 2.8434432111680508 5.0495831202715618 4.7709430117392904 4.456594191491603 8.2127896323800105 2.5747997350990754 6.6015244275331515 4.1026617810130119 3.729016646742819 7.6677336543798447 3.6619029184803367 4.584191232919693 10.006981728365643 2.3175315186381331 5.4776671621948472 3.7983831530436873 48.685623040306382 2.0291742738336325 5.0763217508792868
leaf_count=1334 34 30 36 26 26 7 15 72 33 14 59 26 25 82 28 42 32 34 18 25 38 32 17 130 12 27 28 565 32 21
internal_value=0.00014712 0.000243713 0.000198465 0.000222837 0.00018889 -0.000701767 -1.3181e-05 -0.00183702 0.000800583 0.000260095 0.000232414 -0.000902136 0.000283885 9.65009e-05 0.000565374 0.000454958 0.000264899 0.000604818 -0.000747535 0.000148416 -0.000622145 -5.1966e-05 0.000933515 0.000159733 -0.00054172 0.00029064 0.00133855 0.000179984 -0.00076813 0.000299907
internal_weight=222.041 169.749 164.493 162.062 156.61 11.5936 7.21648 4.37713 5.28441 145.017 142.398 6.17977 136.218 81.7788 54.4392 49.9826 41.1346 30.7953 10.3394 22.5825 11.3968 7.76456 11.1857 78.3642 12.3245 66.0397 8.84797 60.5621 6.80012 53.7619
internal_count=2900 1566 1532 1496 1466 153 74 79 48 1313 1299 85 1214 895 319 291 238 156 82 114 63 50 51 869 142 727 53 700 114 586
is_linear=0
shrinkage=0.00220822


Tree=493
num_leaves=31
num_cat=0
split_feature=6 6 10 9 15 0 15 9 9 0 6 3 5 0 5 16 17 18 10 9 18 17 3 5 18 18 9 5 6 16
split_gain=2.14008 1.86701 1.5169 1.9924 2.29741 3.14343 1.89936 2.23936 1.88281 1.85021 1.6712 1.63719 1.64525 1.61783 1.89716 1.60355 1.48809 2.83922 1.97213 2.29275 1.46684 1.36994 1.33947 1.25458 1.296 2.65068 1.33048 1.21668 1.41268 2.08586
threshold=13.665319288000001 13.775321858200002 70.182199495350019 206.08249486475003 28.452330424200003 96.249489528150022 18.737875933500003 214.22994816675003 202.89977928865002 87.181320254150009 14.135330269750002 92.751805500450018 20.361635946650004 86.530713386650021 21.893521430150003 22.634947069650003 200.83528241485001 14.163996107200001 66.697957758300021 204.17620834730005 15.064837217800003 200.69710494525003 89.324021384150015 21.005083245250002 13.601370067700001 13.512826932300003 201.2906445504 17.671168838450004 15.785368822600002 19.214955067100004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -5 -8 -4 11 -9 -3 -13 21 -15 16 27 -18 22 -20 -12 23 -19 -14 25 -25 -26 -11 29 -29
right_child=1 2 3 6 5 -7 7 10 -10 15 20 12 13 14 -16 -17 17 18 19 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.00016032955916836974 0.0014048108830932787 -0.0011344865444024722 0.00014436870425986749 0.0011238722357759876 -0.0021840252154377137 0.0016724245881199937 -0.0021999712017693055 0.0014493648619221206 0.0018153187262741224 0.0016510422671420985 0.00046230880147811877 0.0014664934368148759 -0.00094806504684916994 0.001613675549005471 -9.3197021395209574e-05 0.0014784000389734811 -0.0017256702540527306 0.0016044425678902706 0.00047587700219463356 -0.0024314219381944575 -0.0024249565978104776 -0.0016160934983579071 7.8149693633844061e-05 0.00014650588216872642 0.0018007951976840265 -0.001728192333781449 3.5174722225081246e-05 0.00099028511897068295 0.001036231930538208 -0.00033451822434539796
leaf_weight=58.311115994001739 5.4188019521534434 3.7372299367561927 8.5954362975899183 1.5535056181251992 2.8118350105360146 1.1429293341934679 4.4586085060145688 1.5056286463513968 3.7123744301497927 4.4008354470133773 1.2318082209676506 3.7211299687623969 4.321586024016141 5.7218939214944822 4.4511680416762829 6.7759588062763205 3.0735254399478462 4.7536469027399999 2.5303453616797915 1.7740728976204989 1.5006435159593818 1.8880613106302906 4.1323516070842743 57.604416938615032 3.4789526876993468 3.0534151196479788 3.1056818794459105 7.7215174948796657 13.525032289326189 11.192193998023866
leaf_count=1334 34 26 58 12 70 5 89 11 15 17 18 15 29 21 23 37 20 25 16 25 27 25 21 681 20 31 23 45 62 65
internal_value=0.000166767 0.000271053 0.000236437 -0.000196124 0.000230615 -0.00106951 -0.000873172 -0.00122991 0.000648373 0.000312405 -0.000209367 0.0001364 0.000190777 0.00013401 0.000866843 0.000580128 0.000465509 -2.84914e-05 0.000366972 -0.000722371 -0.00112336 3.25136e-05 0.000894654 7.60085e-05 0.000141824 5.21367e-05 0.00096803 0.0006836 0.000552351 0.000206332
internal_weight=241.206 182.895 177.476 26.5128 16.2626 3.95476 10.2502 8.69669 12.3078 150.963 4.23808 91.0835 87.3463 83.6252 10.1731 59.8795 53.1035 16.2639 13.1904 4.30442 2.73245 73.4521 8.886 71.5641 67.2425 60.6578 6.58463 36.8396 32.4387 18.9137
internal_count=2900 1566 1532 305 148 75 157 145 73 1227 56 894 868 853 44 333 296 107 87 41 45 809 46 784 755 712 43 189 172 110
is_linear=0
shrinkage=0.00196078


Tree=494
num_leaves=31
num_cat=0
split_feature=6 6 0 0 0 17 9 9 7 7 3 2 16 9 7 18 12 18 2 17 10 3 17 7 6 13 4 0 2 5
split_gain=1.80047 2.64972 1.49105 2.06164 1.94973 3.25016 2.05251 2.62844 1.71392 2.06433 1.60453 1.62338 1.50906 1.71953 2.28696 1.8661 1.64014 1.66512 2.48725 1.58961 3.54286 1.8942 1.49138 1.74654 1.47224 5.08216 2.19802 1.91713 1.45433 1.37459
threshold=13.665319288000001 13.775321858200002 93.972365491700018 87.181320254150009 94.776214472700005 191.40027208745002 206.50942114985003 213.24207352880003 24.673428656250003 24.071745547300001 92.751805500450018 317.41815758785003 22.654947022900004 188.53841931785004 22.940014114900002 13.544020937350002 96.350437043050007 14.117867417450002 107.86920410340001 200.83528241485001 66.697957758300021 89.324021384150015 200.83528241485001 23.724432465350002 16.375382608200002 117.38883580790001 183.81532008410002 86.530713386650021 148.65120700310004 18.553574773300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 -4 8 -8 9 -6 -3 22 13 -5 -15 -16 -17 18 -18 29 21 -21 23 24 25 26 -12 -26 -9 -19
right_child=1 2 4 12 6 -7 7 28 -10 -11 11 -13 -14 14 15 16 17 19 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00016939918762280437 0.0015914344863602336 -0.0012643706778563324 0.0005882325833452966 0.0016492630293146225 0.00071139433981749029 -0.0024216686508812969 -0.0019820797073350801 0.0013292427600020596 0.0011808881228709089 -0.0014548750196527744 -0.002439017673862673 -0.0015732969183309387 0.001666366580600276 -0.0010221857592210871 0.0017284244834433538 -0.00097063614631542135 0.00087371083243338338 0.0021444162524075763 -0.0010408200177090109 0.0018282187787967653 -0.001445303001891158 8.9728927802296531e-05 -0.0013846797787387547 0.0012015761419017998 0.00012589143971838764 -0.0031365798353064386 0.0010762802305544945 0.001349285947446472 -0.00089076315158834337 0.0006996808460666442
leaf_weight=59.13133648398798 5.6021205689758053 3.4279328729026011 2.3783975103870061 4.5656387191265813 4.2411431260406989 3.6634160333778709 3.7970521776005608 2.4526634160429239 7.3516756556928158 3.0328076053410769 0.87050040974281628 2.176550544681958 4.6499314084649077 4.3631012402474871 4.4638675451278678 3.3998151794075957 5.0535589158534986 4.8780013918876666 5.9266937337815762 4.82707656547427 3.4003301328048101 5.2696227058768272 2.372672722907736 6.7773964894004157 58.806668159901164 2.3590881591662765 4.002858342602849 5.6430957317352286 2.2972085010260344 5.7889301087707281
leaf_count=1334 34 26 17 30 25 79 60 16 42 34 21 48 28 26 19 21 23 18 36 24 40 28 22 37 631 35 58 23 33 32
internal_value=0.000133677 0.00023445 0.000190313 0.000274623 -0.000222438 -0.0012368 4.20382e-05 -0.000738528 0.000498186 -0.000191812 7.98572e-05 0.000135368 0.00057213 0.000474162 0.000360905 0.000501219 0.000359093 0.00048773 -0.000159675 0.000781914 0.000324759 0.000920874 0.000181377 0.000228736 0.000136756 -0.000720978 0.000448363 0.000233009 0.000255568 0.00136036
internal_weight=236.971 177.84 172.238 143.023 29.2144 6.04181 23.1726 8.54692 14.6256 7.27395 86.4368 83.0088 56.5866 51.9366 47.371 43.0079 38.544 35.1442 10.9803 24.164 13.497 10.0967 80.8323 78.4596 71.6822 7.23245 4.87336 64.4498 4.74987 10.6669
internal_count=2900 1566 1532 1226 306 96 210 109 101 59 901 875 325 297 267 241 222 201 59 142 92 52 827 805 768 114 79 654 49 50
is_linear=0
shrinkage=0.00200494


Tree=495
num_leaves=31
num_cat=0
split_feature=6 6 0 0 19 16 5 3 3 16 16 9 7 17 10 0 17 7 9 18 17 13 16 18 6 9 19 0 7 18
split_gain=1.80391 2.10192 1.32084 2.17256 2.1586 2.43237 2.48752 2.06412 1.94688 1.92145 1.80948 1.80667 2.37434 2.13675 2.56653 4.72235 1.62423 1.71285 1.68819 1.56103 2.65561 2.36142 1.74666 2.61504 1.583 4.44147 1.79346 1.57326 2.1443 1.85972
threshold=13.665319288000001 13.775321858200002 93.972365491700018 87.181320254150009 12.651020723000002 15.444963882950001 16.316541761950003 84.968719212850019 92.751805500450018 17.844958270700005 22.634947069650003 188.53841931785004 22.940014114900002 200.83528241485001 66.697957758300021 90.337570099350003 200.83528241485001 23.699538637550003 201.78065190905002 13.3584252364 191.89151741935004 117.64961624655002 22.494947397000004 13.465147564100002 16.375382608200002 68.670253264700008 13.251069136700002 86.530713386650021 22.765858321950002 13.24392582145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 -4 9 -3 -6 11 -5 -13 -14 15 -15 17 19 -19 20 24 22 -21 -24 25 -10 -26 28 -28 -30
right_child=1 2 4 10 7 -7 -8 -9 16 -11 -12 12 13 14 -16 -17 -18 18 -20 21 -22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-0.00017532993913593336 0.0014114811294363271 -0.0012681444900260641 0.00085453832053617525 0.0015533304032046866 -0.0015727501461725061 0.001657162226927598 -0.0015908674744967684 -0.0016984808254981642 0.0007798440733641042 0.00014611968097300788 0.0014478602498773064 -0.001009257253668304 0.0007614949312932034 -0.00069136392457700216 -0.0014672942428718629 0.0017453484202750308 -0.0011326838407300195 0.0019061873939562838 0.0001572407229047167 0.0003422051967965233 0.001266675672996729 0.00067750993647009393 -0.0031494564931479952 -0.00068715311187380159 -0.0015402756364579786 -0.0027015966216397264 0.0003833590664258048 0.0016590058134560587 -0.0012696689407382244 0.00064482474355146118
leaf_weight=52.329941064061131 5.1264918632805339 3.683078048285096 3.2946693971753138 4.5536034656688562 2.9248292241245535 3.998173164203763 2.6787715125828981 4.3821740453131488 2.6826848626369602 10.987673570867626 6.8889486193656913 4.3927132152020922 27.390283893793821 6.7919921502470952 3.7699746722355476 4.8365726247429848 3.4650627207010976 3.8786893133074036 3.9635153561830521 2.5327148082433251 7.625830690143629 4.3453211206942788 2.2653757981024683 4.7321614979300648 2.0482312450767486 2.528182448586449 34.407075468916446 2.6956848204135886 5.8225118098780495 2.6100491443648934
leaf_count=1334 34 26 19 30 47 18 29 76 24 117 37 26 129 37 43 23 33 15 30 32 42 25 28 36 147 64 308 10 65 16
internal_value=0.000132916 0.000221885 0.00018727 0.000258607 -0.000186019 0.000519422 -0.000242097 -0.000570524 7.35261e-05 -0.000215239 0.000540491 0.000419667 0.000310255 0.000445716 -0.000115978 0.000322118 0.000131252 0.000184572 0.00102226 9.61511e-05 0.000227065 -0.000473906 -0.000998894 -0.0014843 7.69e-05 -0.000909264 0.000184895 0.000262495 0.000174619 -0.000677094
internal_weight=233.633 181.303 176.177 147.91 28.2663 9.97161 5.97344 18.2947 89.2862 13.9125 58.6241 51.7351 47.1815 42.7888 15.3985 11.6286 85.6031 82.138 7.8422 74.2958 60.4203 13.8756 9.53025 6.99754 52.7944 5.21087 47.5836 45.5353 42.8396 8.43256
internal_count=2900 1566 1532 1226 306 66 48 240 901 164 325 288 258 232 103 60 875 842 45 797 676 121 96 64 634 88 546 399 389 81
is_linear=0
shrinkage=0.00188464


Tree=496
num_leaves=31
num_cat=0
split_feature=8 15 17 17 4 0 8 18 15 9 13 12 13 18 7 13 17 15 16 19 6 18 6 6 6 17 16 0 7 7
split_gain=0.289253 0.781464 0.562203 0.483962 0.771399 0.810412 0.48374 0.420293 0.746651 0.303756 0.501638 0.926919 0.770299 0.629688 0.662116 0.618838 0.453857 0.339071 0.331036 1.01561 0.547377 0.680394 0.456689 1.43823 0.677772 1.07305 1.15946 0.885342 1.13313 0.924134
threshold=1.6487133604500002 21.073645951400003 201.37020668845003 200.96259924040001 317.66566527840007 118.45077676945002 1.3489472949000001 16.118666550000004 6.9561856507500011 44.114531459200009 95.870416931800023 225.59153217100001 92.692659421600013 17.327266398450003 26.752366550650006 99.381543250150017 211.47438991805004 22.863620006050002 13.534968349350001 11.650940033400003 12.595294287050001 15.103091397600002 13.665319288000001 13.775321858200002 11.945279099550001 199.41622983390002 18.844955932300003 95.762878606550018 25.520256579150004 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 2 3 4 7 -6 -7 -1 -9 17 11 -11 -13 14 18 -16 -15 -2 20 -20 21 -12 24 -24 27 -26 -27 29 -29 -21
right_child=9 -3 -4 -5 5 6 -8 8 -10 10 13 12 -14 16 15 -17 -18 -19 19 22 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.021778916435678468 -0.0017350181961740888 -0.037136037026638709 -0.036402101772501819 0.036778402321041979 -0.038480043352617344 -0.036224352591582319 0.035933606136653862 0.035481301610096064 -0.037531037329942979 -0.036940629683555673 0.01328784559473461 0.0080380403667312146 -0.029844116816286546 0.031709487255026939 0.0090881602463370945 -0.032663820379908434 0.0056650453718665788 0.024136944165185539 0.027022334258399474 0.024455996520396692 -0.037667019838778529 -0.024146579043852239 0.02399238819985737 0.00073069773510460077 -0.030916927842039695 -0.015765173575123484 0.028043922385198154 0.028306382223313331 -0.009395319059433865 -0.029835899321853036
leaf_weight=1.6003627622267229 1.1420283455518068 0.93384436494670797 0.52753854295588087 0.46498263627290715 1.0723785827867685 0.16786247637355689 0.39231793431099504 0.28223869035718951 0.47637608260265552 1.2626019292074477 1.4488348788581786 2.6923210289533022 0.90838876622728992 1.3706345446407788 0.65786427399143521 1.4162433433812109 2.2147248340770602 1.4610294412123037 1.882147931260987 0.52902540750801419 0.72503640491049726 1.0667321910150347 3.4511737860739222 132.08853288707905 2.7135741726960987 2.2608243799768393 1.154973844066262 2.3410002901218832 1.7725124987773595 1.5863077690592033
leaf_count=43 23 94 108 4 64 64 5 8 75 206 29 121 36 15 15 44 39 24 21 5 56 37 32 1461 75 51 10 25 46 64
internal_value=0.000455038 -0.00727293 -0.00167759 0.00243291 -0.00156807 -0.0203659 0.0143109 0.0114412 -0.0103672 0.000730297 0.000538407 -0.010715 -0.00151889 0.000883308 0.000542602 -0.019421 0.0156215 0.0127862 0.000813197 0.00105656 -0.0104351 -0.00258631 0.000726122 0.001323 -0.00582016 -0.014218 -0.000952132 0.00244361 0.0120607 -0.016258
internal_weight=172.064 5.9179 4.98406 4.45652 3.99154 1.63256 0.56018 2.35898 0.758615 166.147 163.543 4.86331 3.60071 158.68 155.095 2.07411 3.58536 2.60306 153.021 149.78 3.2406 2.51557 147.898 135.54 12.3582 6.12937 3.4158 6.22885 4.11351 2.11533
internal_count=2900 465 371 263 259 133 69 126 83 2435 2388 363 157 2025 1971 59 54 47 1912 1790 122 66 1769 1493 276 136 61 140 71 69
is_linear=0
shrinkage=0.0355722


Tree=497
num_leaves=31
num_cat=0
split_feature=15 5 16 15 15 17 6 18 17 6 4 10 0 0 17 3 15 13 16 0 2 5 3 7 16 13 3 16 16 15
split_gain=0.271493 0.895463 0.763642 0.724907 0.414092 1.35811 3.58735 0.709064 0.978078 0.570489 1.1523 2.69336 1.21546 1.37557 1.49008 1.17546 0.867379 0.978477 2.41211 1.51695 1.33918 1.68153 1.11171 1.54098 1.56016 1.04276 1.94301 1.42787 1.36746 1.94801
threshold=46.574831689400007 25.556820288350004 22.644947046300004 51.067537391750008 42.80317728375001 203.93111730270002 16.395383075500003 13.3584252364 197.32790877840003 16.455384477450004 281.32428032805007 61.960894532450006 89.057864029250013 88.576630023850015 198.47149978265003 108.3367972827 42.133814420300006 112.82921081865001 19.974953289850003 86.530713386650021 222.38716625935004 21.377246852200006 92.671151756550017 23.031046061850002 21.234950343450006 109.72404167800001 86.130133125200004 19.214955067100004 18.684956306450005 29.049007317550004
decision_type=2 2 2 2 2 2 2 2 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 9 6 -6 -8 -9 16 12 15 13 14 -11 -12 17 18 25 -19 22 -22 23 -21 -25 27 -27 28 29 -1
right_child=1 3 -4 -5 5 -7 7 8 -10 10 11 -13 -14 -15 -16 -17 -18 19 -20 20 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00017807969512302692 -0.042249470124975652 0.018150014317783222 -0.0019813743995878465 -0.020401565882110523 -0.038217707742708981 0.030957517674466358 0.018492074120888737 -0.017308747542560628 0.014424089410863388 0.0003351470496323998 0.020234417042644535 -0.047231457225146156 -0.032099745013599017 0.030617818170713289 -0.03717970963830354 -0.026638870739399283 -0.023146558901335226 -0.0052045220151251039 -0.030953937692659562 -0.0081470430182239827 -0.026684247501546163 0.012806528072658889 0.031546375109314434 0.030581836947617229 0.0050799848867691131 0.033641346721839674 -0.00055298784099672886 -0.027837066036532059 0.013497707445925801 -0.024350165193231174
leaf_weight=47.061359730141703 1.2835269435890944 1.9426801071967932 1.1091749421320853 0.90252351918024931 2.3391564851626745 2.368628926575183 5.9996612335089576 2.2065452625975013 2.7648238278925419 27.253462455031706 1.9072907186928199 2.3724641328444704 1.5286090513691295 1.7892541885375965 1.4067268762737501 1.046979264647234 1.7964644483290602 9.9687160118482989 3.1609380021691313 3.9704829156398871 2.4113890333101144 3.1311417520046234 4.2321118563413611 5.8468576446175557 6.2932032272219658 3.329189117997883 5.6840265130158514 2.3835608623921862 8.4180452320724708 4.4802385281072921
leaf_count=1475 40 22 27 43 34 20 56 26 18 388 25 40 17 7 17 34 15 78 43 26 24 20 18 34 40 16 38 31 90 138
internal_value=0.000410681 -0.00755631 -0.0235826 0.00592112 0.00066336 0.00615884 0.00174577 0.0102665 0.00033945 8.69155e-05 -0.00372084 -0.0190271 -0.0011712 0.000381461 -0.00150619 0.00362275 0.0013533 0.00175207 -0.000569386 0.0065769 0.0111141 -0.00437472 0.0153341 0.0110753 0.0173621 0.000776585 0.0120773 -0.000857205 0.000215319 -0.00195403
internal_weight=170.389 5.23791 2.3927 2.8452 165.151 15.6788 13.3102 10.971 4.97137 149.473 37.3048 5.32673 31.9781 30.4494 28.6602 2.95427 112.168 110.371 74.5174 35.8539 25.8852 5.54253 20.3427 16.1105 12.1401 71.3564 9.01322 62.3432 59.9596 51.5416
internal_count=2900 132 67 65 2768 154 134 100 44 2614 528 99 429 412 405 59 2086 2071 1831 240 162 44 118 100 74 1788 54 1734 1703 1613
is_linear=0
shrinkage=0.0355447


Tree=498
num_leaves=31
num_cat=0
split_feature=13 13 0 3 17 0 5 9 7 18 16 5 10 16 3 15 3 4 7 19 9 5 17 5 13 19 6 4 13 14
split_gain=1.29487 2.2369 1.77515 1.93267 1.71909 1.61476 1.49341 1.47386 2.13083 1.77524 1.8404 1.71044 2.19417 4.40184 4.28793 1.46665 2.60892 1.29003 1.23852 1.42764 2.16748 2.05223 4.53056 2.72171 1.61855 1.50085 1.21382 1.51759 1.7793 2.08379
threshold=109.41218053485001 108.84491586935002 87.181320254150009 92.751805500450018 200.83528241485001 86.530713386650021 20.361635946650004 188.53841931785004 22.940014114900002 13.482409244300003 22.634947069650003 17.671168838450004 66.697957758300021 19.974953289850003 89.227236891450005 30.046989284200006 86.493074972800017 143.35918460430003 23.789355599150003 14.351157895250003 201.63419974125003 22.782602051550004 185.45203303005005 23.606333875400001 117.47217800995001 13.351077205700003 16.385382841850003 248.34582299520005 117.69263157665002 270.92446810355005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -2 5 6 -5 -4 -9 -10 11 -11 14 15 -13 -14 -17 -1 19 20 21 22 -8 -23 25 -25 -21 -28 29 -29
right_child=2 -3 7 4 -6 -7 18 8 9 10 -12 12 13 -15 -16 16 -18 -19 -20 26 -22 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0017593882461586787 -0.0012810478278220191 -0.0016060347528242672 0.00150329258630323 0.0012269160606137696 -0.0012210478373537723 0.00095660199062269603 0.00021854429248008769 -0.00083231954319244056 0.0015769033517012327 0.0012653874894169464 0.0012466613289965785 0.001441598808399286 0.00095358111200735771 -0.002377306042422791 -0.00020249011183975596 -0.001430274216721848 0.0008368728429657867 -3.5185105033526096e-05 0.00098385640694256512 -0.00094700926927291762 -0.0025198961909988862 0.0013503210388909899 -0.0028307162747969673 -0.00095457107562505524 -0.00140129133490938 0.00081855221377992741 0.00048931065715504215 -0.00273773963326116 0.00060104650224869298 -0.00034152501665215065
leaf_weight=1.3923575058579434 3.5460634268820277 3.0901128007099024 4.3293301537632933 3.664775511249899 3.1779457640368483 7.9198137186467639 3.8315969184041085 4.5213388279080382 4.6705854982137671 4.8665469400584689 7.2108084224164477 9.0715003404766339 4.1492579877376539 3.1931595616042605 13.438604127615688 3.9340432994067669 3.0969876423478127 76.690295858250465 4.2374638430774203 3.1316948677413157 1.5575697845779348 4.3522428646683684 2.9398208968341351 2.6541219677310419 3.5553599868435413 4.2225369445513934 26.775392488110811 1.6181443203240613 4.3936072811484337 5.2873423723503947
leaf_count=6 25 66 22 18 31 34 20 25 18 20 43 47 19 36 71 33 12 1676 27 32 35 20 27 122 103 51 146 24 28 63
internal_value=0.000123635 -6.42024e-05 0.000225728 5.48829e-05 0.00011174 0.000164591 7.77388e-05 0.000463244 0.000385815 0.000488508 0.000384681 0.000235806 9.99589e-05 -0.000464011 0.000460072 8.24378e-05 -0.000431654 -3.18456e-06 1.63084e-05 -4.74352e-05 -0.000414987 -0.00026289 -0.0011053 0.000122945 -0.000389117 0.000134196 0.000158731 0.00024968 -0.000318172 -0.000903024
internal_weight=230.52 81.1728 149.348 86.8655 83.3194 80.1415 72.2217 62.4822 58.1528 53.6315 48.9609 41.7501 36.8836 14.3734 22.5101 11.1803 7.03103 78.0827 68.5569 64.3194 23.1132 21.5557 6.77142 14.7843 10.432 6.87666 41.2062 38.0745 11.2991 6.90549
internal_count=2900 1748 1152 806 781 750 716 346 324 299 281 238 218 100 118 64 45 1682 698 671 378 343 47 296 276 173 293 261 115 87
is_linear=0
shrinkage=0.00184769


Tree=499
num_leaves=31
num_cat=0
split_feature=6 6 0 19 16 5 15 3 0 2 3 12 17 18 17 9 9 13 0 5 16 5 6 2 18 16 18 0 10 7
split_gain=1.2235 2.35505 1.4116 2.05746 2.37497 2.88074 1.92604 2.54069 1.58868 1.72634 1.71287 1.51859 1.38286 1.54997 2.35457 1.32708 2.74039 1.82097 2.89069 1.26818 1.12221 1.31104 2.28459 2.26856 1.84084 3.10833 1.52975 2.73198 2.09162 2.63298
threshold=13.665319288000001 13.775321858200002 93.972365491700018 12.651020723000002 15.444963882950001 16.316541761950003 24.374738716350002 84.968719212850019 87.181320254150009 317.41815758785003 92.751805500450018 93.660658182900008 200.83528241485001 13.601370067700001 197.22366780595004 206.50942114985003 214.22994816675003 108.61908538635001 96.055920542800024 20.206488238950005 22.654947022900004 18.483418961650003 15.785368822600002 210.09551210720002 14.405580508350001 20.784951395750003 13.713893333650001 88.576630023850015 64.434276012450013 23.9444576715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 5 -4 -5 15 9 10 -3 -10 13 14 19 17 -17 18 -8 -12 21 -13 23 24 25 -23 -24 -28 -29 -30
right_child=1 2 3 6 -6 -7 7 -9 11 -11 12 20 -14 -15 -16 16 -18 -19 -20 -21 -22 22 26 -25 -26 -27 27 28 29 -31
leaf_value=-0.00013689009454549659 0.0016412310941948593 -0.0013741194743391394 0.0010104057867337303 -0.0029472380782410716 0.0018212283916840444 -0.001961697588003952 -0.0015475520441226888 -0.0019068800732709994 -0.00052023986963704611 -0.001792402232915077 0.0016479821273583397 0.0014353085272170972 -0.0014564833542856546 0.0011344521995902085 -0.0020196164395489178 -0.0028526214724922542 0.0004962223244574372 0.0020698156020040356 0.0016392789220785111 0.00016220980042923431 0.0017214262710464989 -0.0015073037477613136 0.0017574882150316802 -0.0017656075461961553 0.0013950468477849564 0.0010140978899599242 -0.0010448727545670476 0.0023804682350021789 -0.0013170293740754401 0.0014468148090812445
leaf_weight=52.867703891126439 5.2656043283641329 3.2486362601630381 3.3466409668326396 1.556951399892571 3.9432694669812918 2.6786834299564362 2.9565240833908337 4.1556350949686012 5.28043084219098 2.1521234796964555 2.7345922887325278 6.9406255558133116 2.2112028673291197 8.1958689187886176 2.2055598180741063 1.8976127097848801 2.7023687870241702 2.4856342328712344 2.31559132412076 63.037718760315329 4.3473740667104712 4.7427070140838641 6.475704193115237 3.2601688681170335 4.1816093921661368 4.2111712247133255 3.7966282330453387 3.6244945079088193 2.5908767059445381 4.0007426701486111
leaf_count=1334 34 26 19 22 18 29 46 75 34 48 12 38 22 55 18 43 30 13 11 720 28 34 29 35 21 17 25 15 21 28
internal_value=0.000147005 0.000235012 0.000190211 -0.000246499 0.000532502 -0.000310905 -0.00067624 -0.00046212 0.000279434 9.58787e-05 0.00014566 0.000567153 0.000208647 0.000256983 0.000151189 2.37207e-05 -0.000885263 0.000562706 -0.000147849 0.000223983 0.000686349 0.00058367 0.000423414 -0.000170826 0.000224992 -0.000321443 0.000898948 0.000502191 0.00107713 0.000360469
internal_weight=223.41 170.543 165.277 28.0389 9.96859 6.02532 18.0703 16.5134 137.238 83.7857 81.6336 53.4525 78.3849 76.1737 67.9779 12.3577 4.59998 7.75775 5.27212 65.7723 48.1721 43.8247 36.8841 16.3957 13.1355 8.95388 20.4884 14.0127 10.2161 6.59162
internal_count=2900 1566 1532 306 66 48 240 218 1226 901 853 325 827 805 750 143 73 70 57 732 291 263 225 107 72 51 118 89 64 49
is_linear=0
shrinkage=0.00213593


Tree=500
num_leaves=31
num_cat=0
split_feature=6 13 13 16 8 17 9 19 12 5 5 6 2 4 13 15 12 8 16 3 18 18 17 7 10 7 5 13 0 3
split_gain=0.270281 0.888945 0.491008 0.701372 0.452839 0.326535 0.267061 1.1064 1.30153 1.55106 2.1606 1.61163 2.19157 1.21551 1.03394 0.85455 0.672482 0.662098 0.707917 0.653212 0.863757 1.75708 0.840746 0.662078 0.651906 0.626645 0.610547 0.589159 0.55773 1.88371
threshold=5.0951190466500007 92.504467352450021 92.138837046750012 12.644970430600003 0.84933718570000016 180.19381692845005 187.70546222865002 14.451165964200003 150.89336347300005 20.102686929350003 21.197160116700001 16.395383075500003 125.31286365695001 241.84804450315002 109.72404167800001 37.261389050600009 78.909246879600019 5.9453602998000008 21.084950694200003 108.3367972827 13.086509421050001 13.849588037450003 171.14418113535001 22.940014114900002 79.535345331150026 24.355397875400005 21.893521430150003 95.99139754765001 85.716110573100011 94.093346107550005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 14 -11 26 17 -10 25 -9 -8 18 -13 20 -15 -22 -21 -23 -25 -2 -12 -26 29 -18
right_child=6 -3 -4 -5 5 -7 16 15 13 10 11 12 -14 19 -16 -17 28 -19 -20 22 21 23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.037223484147806629 -0.016987233864887281 -0.037391569222124568 0.023659482110968504 -0.038553870132178911 -0.037257730315908288 0.010440421658413622 -0.013903990022228179 0.032453750671454666 0.027039530005931876 -0.052010310754107864 -0.072481467326657056 -0.037188469434689272 -0.047221534755799453 0.020142245865673279 0.031192791924541149 0.0050868789829773952 -0.03384686775669335 0.026963575753553761 0.039691612478693142 -0.045143385650280886 -0.025200296058006139 0.017163213369054575 0.0067776124573742293 -0.023064871885460719 -0.0047698991233943782 0.01671025315183609 -0.021070777259580134 0.035393162507399739 0.0011704205769925231 0.001870862858763901
leaf_weight=0.34920708124991495 1.9828923991299254 1.0493304633419027 0.89260652614757408 0.71182125958148379 0.20423615275649387 2.3958009810885414 4.4329058185685417 2.7648149952292433 3.1574446845043012 1.9368574302643535 0.53691078443080165 0.49014948148396831 0.86353004092234176 3.6603241706616272 1.5886634243652222 3.2603941840352491 2.6594788897782546 2.4246403276920319 0.23109079897403717 0.81887864545569644 2.753667708602733 4.6746349875465949 0.81686860849731602 1.3773639221908527 1.4079466833500194 1.1394054049160329 0.69493290194077417 0.72578816348686803 112.94774909313128 7.1176713544409722
leaf_count=124 44 146 13 65 48 144 37 15 57 19 7 74 54 74 13 33 57 13 1 42 99 70 12 49 53 17 36 8 1352 124
internal_value=0.000475659 -0.00734533 -0.000421586 -0.00629281 0.00149363 0.00669367 0.000742105 0.00343601 0.000699251 -0.00873411 -0.0193298 -0.00725297 0.00387693 0.00648249 0.00741054 0.0176448 -4.82672e-05 0.0179032 -0.0125555 0.0024846 0.00491579 -0.000178989 -0.0192148 0.00823814 -0.0036446 -0.00469017 -0.0434786 0.00889153 0.000452211 -0.0078447
internal_weight=170.068 5.603 4.55367 3.66107 2.94924 2.60004 164.465 37.3072 31.282 11.8891 7.17811 5.24125 4.00941 19.3929 4.71096 6.02521 127.158 3.14588 0.72124 16.2355 14.5997 10.9394 1.63575 8.18573 3.5111 3.1223 1.23184 2.13373 122.725 9.77715
internal_count=2900 540 394 381 316 192 2360 790 742 278 204 185 142 464 74 48 1570 88 75 407 353 279 54 180 110 61 43 61 1533 181
is_linear=0
shrinkage=0.0362108


Tree=501
num_leaves=31
num_cat=0
split_feature=6 0 10 15 17 2 10 3 5 16 17 10 0 8 0 6 9 18 5 8 0 9 16 18 17 15 13 5 17 5
split_gain=1.63479 2.03881 2.00217 1.78695 2.29414 1.64113 1.43867 1.68002 1.48459 1.40003 1.48495 2.28587 3.48418 2.31202 1.82745 2.23763 2.38255 1.84288 1.32039 1.6581 2.42729 1.90668 1.78266 1.74948 2.96134 2.4995 1.71428 2.70087 2.09609 1.30671
threshold=14.835346625500001 87.181320254150009 63.910026677050006 38.469938489650012 206.02826764000002 317.41815758785003 62.399113207700005 92.751805500450018 20.361635946650004 22.634947069650003 200.83528241485001 66.697957758300021 90.337570099350003 8.1436447804000007 93.262612545250008 15.785368822600002 195.39349636155001 13.583580954200002 21.005083245250002 8.543332867800002 86.135510041400025 195.97407267990005 22.744946812400002 13.3584252364 192.34053301495001 44.34858359035001 117.68187774410002 30.133297129900004 189.37128582595003 21.324133279950001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -5 6 7 -2 -9 10 14 12 -12 -13 15 17 -17 -3 -10 21 26 22 23 24 25 29 28 -28 -21 -20
right_child=1 9 -4 4 -6 -7 -8 8 18 -11 11 13 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.0579102882011238e-07 -0.0013214616265550801 0.00054703615060383006 -0.0017091482798047679 -0.0028363682179304885 7.1031738925515168e-05 -0.0014676317543035609 0.001686120792040075 0.0014081624312470861 -0.00085834237923061143 0.0014742510453863644 -0.00047537425670092401 0.00065571405552788465 0.001813783283463409 -0.0022466918554281605 0.0013708618734450133 0.0019715037678047715 0.00028078750332218862 -0.00098575259166118912 0.0012755804700423621 0.0014662100468360514 -0.0016352520117780176 0.0011563357417414372 0.0015884365482376546 -0.0010269550349900618 0.00183375016879723 -0.0022017414319959001 -0.0012486098756177375 0.0011230397755176398 -0.00048348546625296074 -8.5207389119912909e-06
leaf_weight=86.963300344359595 2.8146671913564196 5.8010618537664431 2.2336067557334891 1.9121632205788035 2.1091971285641193 2.2958978887763797 2.2792799514718345 3.5308108478784552 4.6584775168448678 5.5838046222925177 6.1119348704814893 1.5777507685124863 4.1087448224425316 2.8396192509680986 9.9548021424561721 5.0704758018255216 7.8462901450693607 5.7934447936713696 3.415885306894789 5.0117236135993206 3.8265424687415353 9.7531328303739411 3.1361857019364825 4.6126988562755278 3.784513968974351 1.7554504682775576 6.0098472759127599 2.5178574696183205 3.4338013739325106 20.523044719127938
leaf_count=1648 21 28 65 37 20 47 18 15 32 32 33 9 21 51 45 20 44 35 13 34 30 48 14 39 17 56 64 13 37 314
internal_value=0.00014205 0.000272213 8.69693e-05 -5.8638e-05 -0.00131144 0.000135096 0.000180488 0.00013693 0.000190963 0.000562142 0.000458423 -5.45346e-05 0.000444874 -0.00121004 0.000676281 0.00039419 0.000944478 -0.000218855 0.000131634 0.000199674 -0.000252196 0.00039973 0.00020151 7.39225e-05 0.000246182 1.23497e-05 5.96083e-05 -0.000548366 0.000673498 0.00017471
internal_weight=231.266 140.281 85.5934 90.9847 4.02136 83.3598 81.0639 78.7846 75.97 54.6879 49.1041 14.638 10.2207 4.41737 34.4661 24.5113 12.9168 11.5945 72.4392 67.7807 20.7998 46.9809 37.2278 34.0916 29.4789 25.6944 16.9732 8.5277 8.44552 23.9389
internal_count=2900 1195 877 1705 57 812 765 747 726 318 286 114 54 60 172 127 64 63 711 679 178 501 453 439 400 383 148 77 71 327
is_linear=0
shrinkage=0.00192234


Tree=502
num_leaves=31
num_cat=0
split_feature=19 12 12 8 9 4 8 12 5 17 17 8 15 8 6 2 17 5 0 7 7 4 9 9 19 0 10 19 19 12
split_gain=0.282244 0.489157 1.28962 0.530385 1.02813 1.04196 0.817533 0.67215 0.485035 0.368216 1.82199 1.85199 1.51906 1.53455 1.05327 0.724362 0.682742 0.629518 0.601106 0.560212 1.15118 0.592223 0.552466 0.678958 2.28438 1.17597 0.722431 0.550898 0.829305 0.48542
threshold=14.651182102100002 72.692757749350008 78.909246879600019 8.8430989333000021 226.28914430085004 245.31252880175003 8.7431769115000026 113.21840097485001 22.504913082700003 183.58889821140002 182.28951942140003 8.4434108459500017 34.279674133750014 8.2435668022500028 13.595317652400002 341.79242736145005 166.83257850275001 18.310380701750002 95.002044955650021 24.005763052250003 25.582719811950003 281.32428032805007 190.77452831370002 66.290220196950017 12.851036860900001 78.626646483100004 55.855406118200008 13.451085274650001 11.550931964450003 254.30002952885002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 9 -5 -2 10 11 12 13 15 -12 16 27 18 -18 -20 -21 -22 23 -19 -25 26 -26 28 29 -4
right_child=8 2 3 4 -6 -7 -8 -9 -10 -11 14 -13 -14 -15 -16 -17 17 22 19 20 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.012342823761732251 0.016953442046573036 -0.030575011790301101 -0.016717262295944453 -0.021523018033462762 0.018176295068926224 -0.044714044942485827 0.014556876159922981 0.0049001352326194011 -0.0014933150456116577 0.00095243394005374083 0.0026489506317449842 0.034548800480264666 -0.057674386613936077 -0.045904637994970209 -0.041130263470945727 -0.040147628128008157 -0.048550558406331948 0.016569196046947395 0.017771649155929933 -0.045488668295377482 0.02871083612839212 -0.017669550529244616 0.036637532582692187 -0.049152304773978438 0.022111940169141846 0.037651827855937528 -0.039068388582302854 0.013341512922897977 -0.040032773522253269 0.024275295575904021
leaf_weight=4.0275993926916263 3.4277717862278214 1.7251013505738217 0.96612929506229484 2.3579283357248633 1.4103811695240436 1.2120731323957441 5.1122344806790343 2.4668712638085708 3.724460493773222 120.14330610883189 0.97585000738035832 1.7813577987253655 0.6201134838629504 0.91856432054191728 2.3345189086394385 0.51841861184220661 0.37352946947794352 4.8908477083314175 1.2369687787722798 0.81126082141418043 0.75603457204124402 0.6337633324728813 0.95768045587465245 0.98968766460893709 0.41380737500730935 1.2817808119580147 0.58112261618953198 0.87910862604621787 1.262644472211832 0.57827373477630317
leaf_count=34 24 23 106 35 20 32 44 34 37 1840 34 11 8 17 32 29 12 65 20 29 39 44 7 76 11 8 41 44 114 30
internal_value=0.000467704 0.000164371 -0.0001457 0.0001898 -0.00902654 -0.0153819 0.000650394 -0.00801313 0.00734746 0.000156365 -0.00386874 7.3711e-05 -0.0032157 -0.00134472 -0.0282248 0.00104458 0.00233003 0.00616098 -0.00591548 -0.00128333 -0.011992 0.00756086 0.0112109 0.00822581 -0.00426693 0.0152448 -0.0136225 -0.0111042 -0.0187601 -0.00136834
internal_weight=169.369 162.217 158.189 156.464 7.44725 6.03687 149.017 4.8248 7.15223 143.905 23.7615 20.4511 18.6697 18.0496 3.31037 17.1311 16.6126 12.9265 3.81156 3.43803 2.20106 1.3898 9.11493 8.15725 3.2664 2.27671 0.99493 3.68616 2.80705 1.5444
internal_count=2900 2839 2805 2782 121 101 2661 69 61 2617 777 711 700 692 66 675 646 352 144 132 112 83 208 201 136 60 52 294 250 136
is_linear=0
shrinkage=0.0353875


Tree=503
num_leaves=31
num_cat=0
split_feature=6 0 15 17 10 16 13 6 4 6 18 2 16 17 10 0 15 15 8 18 5 5 18 18 6 13 6 15 7 18
split_gain=1.99172 2.09571 1.99356 2.21843 1.87809 1.86383 2.1792 2.31003 2.01171 1.81985 2.65425 1.73689 1.70286 1.89098 2.95208 4.43811 1.84014 3.41112 1.64749 1.4861 1.55013 1.75716 1.90883 1.89388 1.32914 3.69207 1.4978 1.86122 2.2613 2.55214
threshold=14.835346625500001 87.181320254150009 38.469938489650012 206.02826764000002 63.910026677050006 19.774953757550005 107.97116697695002 13.665319288000001 161.23541642690003 14.755344756250002 15.353948930850001 317.41815758785003 22.634947069650003 200.83528241485001 66.697957758300021 90.337570099350003 31.385732506450001 33.755638987250002 8.2435668022500028 13.878370392300001 20.206488238950005 21.042547594650003 13.601370067700001 13.512826932300003 16.375382608200002 117.38883580790001 16.475384944750001 39.466660082200001 23.102607264700001 13.030213775350001
decision_type=2 2 2 2 2 2 2 2 2 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 11 6 7 -1 -8 10 -10 19 13 16 15 -15 -3 -18 -16 20 -2 -22 23 24 25 -23 27 -26 29 -29
right_child=1 12 3 -5 -6 -7 8 -9 9 -11 -12 -13 -14 14 18 -17 17 -19 -20 -21 21 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00019747141949121689 0.0016023378866960012 0.0011448285548052244 -0.0028240150052734679 4.0858786886293877e-05 -0.0016288089426894886 0.0012120876389776609 -0.0027370423509351406 0.0005572230134788138 -0.0020576800526616412 0.00051115702928881165 0.00068497018720863252 -0.0015412183467789404 0.0015373258758046883 -0.00065033972362820531 -2.6627102805156418e-05 0.0018660412925906524 -0.0014314309096751746 0.00067104470148052642 -0.0023041915980132619 -0.0011988274059013687 -0.00076079101951484073 0.00065037682344851004 0.0011191353238334438 -0.0011374061532932506 0.0016208704775142932 -0.0030860189756941139 0.00011054751864331007 0.00078053766018353738 0.0012515065903351062 -0.0020400598529983298
leaf_weight=46.485171191015979 2.9389558285474768 17.35457039065659 2.0132877768483008 1.9652892891317604 2.2678156179608768 4.2917252015322438 1.76974014379084 21.977922586724162 4.0543259214609844 3.8584062200970948 1.9098633266985414 2.198973292077425 5.9770799353718749 5.8357675150036794 2.004268765449523 4.6205673068761826 3.4944339413195875 15.143172208219765 2.8025319874286652 2.7504023760557166 6.6258204728364936 2.489747136947698 8.5905152638442797 3.9164625452831379 6.3651577853597692 1.5973033392801879 35.735306329443119 2.3211814900860173 4.4538611602038145 2.4013685963582247
leaf_count=1302 12 79 37 20 65 28 22 178 80 27 11 47 32 33 13 21 23 70 47 25 42 36 44 33 28 28 445 20 19 33
internal_value=0.000144138 0.000284908 -8.19932e-05 -0.00140886 9.32262e-05 -1.94061e-05 -8.54258e-05 4.47995e-05 -0.000854522 -0.000515348 -0.00117942 0.000140629 0.000568427 0.00045544 -0.000110331 0.000461628 0.000695365 0.000276844 -0.00135453 0.000186751 0.000235964 0.00018206 0.000274105 0.000151648 0.000242836 -0.000809883 0.000326744 0.000823853 0.000271007 -0.000653707
internal_weight=230.211 141.885 88.3257 3.97858 84.6529 84.3472 80.0554 68.4631 11.5923 9.8226 5.96419 82.3851 57.2324 51.2553 15.2631 10.4563 35.9922 18.6376 4.8068 80.1861 77.4357 74.4967 67.8709 59.2804 55.3639 4.08705 51.2769 15.5416 9.17641 4.72255
internal_count=2900 1195 1705 57 877 1648 1620 1480 140 118 91 812 318 286 114 54 172 93 60 765 740 728 686 642 609 64 545 100 72 53
is_linear=0
shrinkage=0.00191816


Tree=504
num_leaves=31
num_cat=0
split_feature=6 6 0 19 3 15 16 5 0 3 9 9 13 0 17 9 7 10 16 15 3 3 18 16 6 18 18 9 4 17
split_gain=1.42053 1.67818 1.21849 2.13736 2.16239 2.50011 2.15648 2.78917 1.42953 1.65868 1.39507 2.35675 1.53293 2.5622 1.31379 1.29148 2.30475 1.3778 5.73526 2.38388 2.6145 2.32334 1.76086 3.78311 1.5774 1.27236 2.00883 1.19136 1.15441 2.15381
threshold=13.665319288000001 13.775321858200002 94.047642319350018 12.651020723000002 84.968719212850019 24.511023953300004 15.444963882950001 16.316541761950003 87.181320254150009 92.751805500450018 206.50942114985003 214.22994816675003 108.61908538635001 96.055920542800024 200.83528241485001 188.53841931785004 22.940014114900002 66.697957758300021 19.974953289850003 30.046989284200006 86.493074972800017 89.227236891450005 13.713893333650001 22.604947139800004 16.515385879350003 13.601370067700001 13.512826932300003 201.63419974125003 248.34582299520005 188.54236693505001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 -5 7 -4 9 -3 12 -12 13 -7 25 -10 -17 21 19 -19 -21 -18 -23 24 -24 26 28 -27 29 -11
right_child=1 2 3 4 -6 10 -8 -9 15 14 11 -13 -14 -15 -16 16 17 18 -20 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00018544745229472006 0.0015317398902604412 -0.001431654744914243 0.0010852524900250491 -0.0029699561231160483 -0.0023116594943378677 -0.0015313008593381076 0.0018985484703789592 -0.0019724920635216412 0.0017418784753963912 2.7890429697069707e-05 -0.0029772842304920345 0.00044657043278356959 0.0020562821418634858 0.0017205978353797948 -0.0012495471283086685 -0.0010968444866936173 0.001914434360238883 0.0014765752008018009 -0.002792681042891554 -0.0018266121452622187 0.0009945968935688148 0.0014699248452267205 -0.0019763327248814022 0.0012579339261528 0.00021804267217302679 0.0016703016381437229 -0.0013842401984480877 -0.00010139151296572567 -0.00022520858764606632 0.0010481130872318878
leaf_weight=51.230167787231039 4.8387145064771167 3.3691236865706733 3.4014766365289706 1.5533310454338813 3.4082535129273301 2.7323677791282517 3.7931503634899855 2.6232115202583373 4.2711836784146717 26.413906114641577 1.728427182883024 2.3621906973421574 2.4637444093823433 2.1489884667098522 3.1301510792691252 4.2860384024679652 8.2273318842053431 8.235933876596393 2.8123226575553408 3.0628775563091031 3.4880944043397903 6.3557879030704525 4.1446198150515539 6.524715855717659 2.6766878291964531 5.3669367440743354 4.1254951537121078 2.9039272370282561 19.77778484870214 16.812303058803082
leaf_count=1334 34 26 19 22 70 46 18 29 30 364 43 29 13 11 33 26 42 42 35 31 15 27 28 40 15 32 39 29 288 90
internal_value=0.000139133 0.00023868 0.000200106 -0.000239742 -0.000732045 -0.000317563 0.000582478 -0.000246121 0.000284899 9.92479e-05 4.27159e-05 -0.00100013 0.000623493 -9.96715e-05 0.000164927 0.000566024 0.000465204 0.000612255 0.000123961 0.000678677 -0.000324447 0.000919948 0.000504658 4.49681e-05 -0.00111526 0.000223647 0.000122049 0.00104825 0.000220681 0.000424693
internal_weight=218.269 167.039 162.2 26.2151 16.3973 12.989 9.81784 6.02469 135.985 81.8996 11.4357 4.09062 7.3451 4.88136 78.5305 54.0856 49.8144 45.5284 17.5992 14.7869 6.55097 27.9291 19.7018 13.346 6.82131 75.4004 67.1295 8.27086 63.004 43.2262
internal_count=2900 1566 1532 300 234 164 66 48 1232 901 142 72 70 57 875 331 301 275 123 88 46 152 110 83 43 842 781 61 742 454
is_linear=0
shrinkage=0.00222816


Tree=505
num_leaves=31
num_cat=0
split_feature=13 13 17 13 4 8 13 18 0 9 7 12 15 8 5 13 17 16 9 15 7 18 0 3 18 10 13 9 9 17
split_gain=0.278724 0.761946 1.02905 0.605868 0.747974 0.749675 0.562244 0.55853 0.557857 0.791704 1.12865 1.21543 0.577229 1.02525 0.548111 0.579268 0.517812 0.834638 0.487183 0.78648 0.476406 0.474291 0.978429 1.2826 0.993551 0.698285 2.18782 1.74413 0.932155 2.2202
threshold=95.870416931800023 92.692659421600013 172.46189488870002 92.138837046750012 280.33545882855009 2.9476996444500005 73.376087754350024 17.108018746400003 98.615332683000005 187.70546222865002 25.823591744850003 111.07197117565001 24.673905035600004 7.7439566930000003 13.175707186950001 96.429616222950017 211.47438991805004 17.484959112600002 38.136666659400014 7.712282214750001 23.875242364300004 15.312071772700003 96.249489528150022 81.796338618900009 15.379439136400002 71.090898343450007 107.97116697695002 206.08249486475003 199.21354841250005 177.83257937300002
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 14 -11 -12 13 -13 15 -10 -9 -18 19 -8 -21 25 24 -24 -23 -2 27 28 29 -27
right_child=7 2 -4 -5 5 -7 18 16 9 10 11 12 -14 -15 -16 -17 17 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.039093499584676707 0.0013795234360108152 0.020071138834607486 -0.040246428427022689 0.018782213343781932 -0.04009704428992561 -0.038807149131732464 0.035397218154576054 0.028220566768767743 0.019680079196938767 -0.034367175909942038 0.029888203996172404 0.0077202366027240062 0.0091098854491451463 -0.043641956176712522 0.026432717734677244 -0.039622636302843628 -0.013640152441183434 0.029145470754236021 0.017541472152816196 0.0054961415734636693 -0.039049309153988923 0.020575439491731573 -0.0066883287475988495 0.024302385088615205 -0.027786616565301878 0.015526639207305969 -0.041637869983616384 -0.038095658609981264 0.018781055223615669 -0.037247818640466668
leaf_weight=0.83358410601794997 120.60676963720471 0.53667159820906762 1.6359172419179229 1.8630423785652963 0.3807827837881631 0.656768220142112 0.46647517336532462 2.0187860392034045 0.45314598665572559 2.6049570265458897 1.1778627866879103 0.87670387187972743 1.0237110697198657 1.5143173665273932 1.3517407644540069 0.48957845941185951 1.675432675983757 1.0657631261274216 2.8413836224935949 0.57367103453725554 0.85313570915604942 0.91788085387088303 2.7831025947816652 6.0677946181967854 1.7914122780784962 2.8281690578442049 2.2622303152456871 1.5168944735196408 4.1706821732223034 1.9067808538675306
leaf_count=164 1385 23 121 37 118 113 8 22 9 102 13 14 28 55 13 33 39 12 68 12 109 7 39 52 53 45 68 29 24 85
internal_value=0.000544708 -0.00537774 -0.0253468 -0.000254891 -0.00562395 -0.000790506 0.00409042 0.000940823 0.000547532 -0.00832959 -0.014493 -0.00322025 -0.0146405 -0.0248092 0.0110046 -0.0111172 0.0136934 0.00299468 0.00764417 -0.00720942 -0.0211391 0.00112924 0.00847357 0.0145576 -0.011402 0.000492279 -0.00794364 -0.000630245 0.00575123 -0.00572582
internal_weight=169.745 10.6414 2.17259 8.46884 6.6058 5.77222 5.11545 159.104 154.344 9.49202 7.19755 4.5926 3.41473 2.39102 2.29447 0.942724 4.75998 2.7412 4.73467 1.89328 1.42681 144.852 11.5602 8.8509 2.70929 133.292 12.6848 10.4225 8.90563 4.73495
internal_count=2900 773 144 629 592 428 315 2127 2054 267 212 110 97 69 55 42 73 51 197 129 121 1787 151 91 60 1636 251 183 154 130
is_linear=0
shrinkage=0.0377983


Tree=506
num_leaves=31
num_cat=0
split_feature=16 16 13 18 17 5 4 5 7 17 10 3 5 5 13 10 5 0 9 7 16 12 10 5 15 5 0 10 8 4
split_gain=0.267954 0.882983 0.474222 0.498871 0.471509 0.445185 0.886791 0.605696 0.281861 0.800785 0.59908 0.561906 0.519109 0.696486 0.634901 0.85591 0.389045 0.373108 1.30473 0.977434 0.754963 1.59157 1.57913 1.53866 1.5692 0.826911 0.815808 2.15445 1.16584 0.808152
threshold=11.934972090850001 10.664975060650002 73.376087754350024 14.708525021850003 169.94681044690003 13.487843791950002 398.10712430820007 1.6103415277500004 26.752366550650006 242.64190980425005 84.600400448950026 75.456954347300012 11.848158554650002 13.076241920750002 87.716323422100018 72.303392960300016 9.2840159951500016 98.615332683000005 187.70546222865002 25.823591744850003 15.919962772200003 211.56805207830004 72.953999827850012 16.579584939650001 24.200063469100005 23.234643166550004 96.055920542800024 71.090898343450007 7.943800736700001 309.48890441440005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 -5 10 11 12 -10 14 -14 -2 16 -16 20 -19 -20 21 23 26 -15 25 -25 27 29 -29 -22
right_child=8 4 3 5 -6 -7 -8 -9 9 -11 -12 -13 13 17 15 -17 -18 18 19 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.041392798773406347 0.030474035089215812 0.0011804709274683138 -0.040668563667810624 0.023127204177051389 -0.042395545494335704 0.027148452330330922 0.021704668158435012 -0.040994092322234263 -0.041168903926189403 0.018861785136794214 0.025175000076351602 -0.0080763804504144568 0.020692816242267084 0.014828288399867828 0.015404929183757866 -0.04156460497996381 -0.023287178124883502 0.022564696017206221 -0.040410643359402691 -0.0041767439638450603 0.002649217974895431 0.027980131537456369 -0.035534272287194836 -0.047830147820758666 0.015251845896400464 0.0023097316684529685 0.017033493993090093 0.0031293364768856919 -0.043434937567436334 -0.0062224326939683437
leaf_weight=0.36010764609090884 0.43762560933828298 0.53579948574770231 0.33245413147960778 0.30418501899112083 1.3468326302245257 1.4097372280666602 1.3320209970115682 0.90096818389429245 1.0211477339034889 1.3596269851550458 1.5850391560234118 3.5306086748605594 2.7910259296186259 5.074555801227687 0.97217662259936355 1.4962280202889813 0.68297054374124855 1.5784554099664081 1.9108766285935415 2.8833649642765522 97.522378971945727 4.9118132203002451 1.8661740631796409 2.0165717193158348 1.4705915143713353 0.6786134621943346 4.6448251684196284 1.2139273816719645 2.6245695694815367 18.926492465601768
leaf_count=145 5 35 44 12 131 34 54 154 99 25 32 87 39 33 16 150 32 17 90 67 967 52 49 46 8 47 38 25 78 289
internal_value=0.000507564 -0.00729974 0.00190917 0.00555302 -0.0299938 0.00944633 -0.000389548 -0.0248096 0.000823446 -0.00759705 0.00114399 -0.0155004 0.000896175 0.00124923 -0.0138707 -0.0200288 -0.000560763 0.000880872 -0.00841802 -0.0186188 0.0013013 0.00990831 0.000340655 0.000302013 -0.0173932 -0.0352056 0.000876536 0.000252645 -0.028709 0.0012073
internal_weight=167.722 6.52211 4.63947 4.27937 1.88263 3.94691 2.53717 1.20515 161.2 5.91138 155.288 4.55176 153.703 150.114 3.589 3.15138 1.65515 147.323 6.3727 4.79424 140.951 14.1521 126.798 9.24033 4.16578 2.69519 124.932 120.287 3.8385 116.449
internal_count=2900 609 443 298 166 254 220 166 2291 211 2080 186 2048 1845 203 198 48 1806 174 157 1632 186 1446 134 101 93 1397 1359 103 1256
is_linear=0
shrinkage=0.0392896


Tree=507
num_leaves=31
num_cat=0
split_feature=16 16 18 7 5 19 6 6 19 6 6 6 17 16 13 7 6 16 0 0 7 18 4 7 0 3 6 9 9 13
split_gain=0.250489 0.928106 0.66981 0.755866 0.636831 0.485599 0.84807 0.798485 0.560132 0.494465 1.14687 0.590215 0.97676 1.05509 0.679522 0.598436 0.454524 0.424609 0.420548 0.419655 1.18655 1.07189 1.08155 0.832764 0.411039 1.39416 1.99291 1.51251 1.87184 1.21869
threshold=13.534968349350001 13.039969506900002 13.849588037450003 21.274149814850002 14.828620505300002 11.850956171350001 11.125259939900001 12.315287744750002 11.650940033400003 13.665319288000001 13.775321858200002 11.945279099550001 199.41622983390002 18.844955932300003 102.76362357825002 20.696106785750004 5.1551204485500008 14.274966618900002 100.67200315280002 95.590817286200021 25.520256579150004 17.108018746400003 371.16724128940001 20.778835947700006 94.047642319350018 84.968719212850019 14.980350013450002 206.08249486475003 213.24207352880003 108.61908538635001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 6 8 -8 -2 11 -11 16 15 14 -14 -13 17 -7 -5 23 -21 -22 -23 -18 -12 27 -27 29 -29 -26
right_child=5 -3 3 4 -6 9 7 -9 -10 10 24 12 13 -15 -16 -17 19 -19 -20 20 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.039083411892937889 -0.029609539002593204 -0.043156449929647289 0.025420029338711098 -0.042809529247566327 -0.029968311611014171 0.012573338040186614 0.03962820861524502 0.00056764441063037482 0.01146465553869557 0.02323993943460578 0.0015875342749706871 0.0016552598335977716 0.0010512108421656602 0.028248638719723558 -0.040291209401954214 -0.044005811982084718 0.014082622601604668 -0.038702511350552367 0.0025244331848568134 0.023271414702490511 -0.031918833168252433 0.020288790640077645 -0.02665656505527533 -0.031080328982475123 0.0024352299613245205 -0.046860996107388919 0.018907575501414267 -0.035004125323958496 0.005793359526253471 0.03473819013551234
leaf_weight=0.64430572174023559 0.87811066396534343 0.84093631274299774 1.475935231836045 0.30482346203643818 1.1457908721640704 0.32507639529649413 1.9099515397101643 1.2188369723735375 1.0206414447166023 3.2794723846018305 108.56127106727217 0.52337820641696398 1.3049941137433059 1.0848049558699129 0.99705904535949219 1.852074211463332 0.9990519387647504 0.78169656428508461 6.3772913203792996 3.2999919671565277 1.5485737927956504 2.3071050983853643 1.0001497073099015 1.3852848999667911 9.0228347950615042 2.2084123592358078 0.93122052075341333 3.2057917516212902 3.1896022281143814 2.0348452432081094
leaf_count=73 25 64 34 13 57 17 18 34 22 33 1159 13 21 10 37 60 15 132 559 41 59 37 32 41 94 63 9 65 50 13
internal_value=0.000434676 -0.00512026 -0.00190498 0.00066968 -0.00399695 0.000821663 0.0123481 0.0244119 -0.00753081 0.000434926 0.00122024 -0.005539 -0.0154092 -0.00240832 -0.0168549 -0.0339454 -0.000655755 -0.023642 0.000456397 0.00175792 0.00582586 -0.00603004 0.00609201 -0.0121568 0.000661114 -0.00422281 -0.0273539 -6.17602e-05 -0.014657 0.00837965
internal_weight=165.659 10.7891 9.94815 9.30384 7.82791 154.87 5.02754 3.12879 1.89875 149.843 132.433 17.4092 5.76231 3.38686 2.30205 2.37545 11.6469 1.10677 6.68211 10.5402 8.15582 4.85583 3.30725 2.38434 129.154 20.5927 3.13963 17.4531 6.39539 11.0577
internal_count=2900 800 736 663 629 2100 99 52 47 2001 1486 515 141 68 58 73 374 149 572 225 169 128 69 56 1453 294 72 222 115 107
is_linear=0
shrinkage=0.0377052


Tree=508
num_leaves=31
num_cat=0
split_feature=9 13 18 15 13 16 15 15 12 16 19 9 19 10 13 15 9 3 7 0 15 17 3 10 18 0 10 17 12 16
split_gain=0.228042 0.699554 0.851055 0.408501 0.385091 0.499546 0.301029 0.668322 0.660337 0.490651 0.808363 0.399539 0.366796 1.05131 1.83977 1.2894 0.840594 0.791457 0.732094 0.658902 1.83402 1.35445 1.15632 1.75928 0.959731 1.5369 1.07093 1.6035 0.838741 1.54123
threshold=37.256168974800005 96.209162656250015 16.433295803950003 5.4774945026000008 92.138837046750012 12.344971132100001 11.896459116400001 12.389956812050002 373.49115436520009 11.934972090850001 10.650859343850001 50.838950466700005 12.651020723000002 72.496961945650014 104.27722550570002 23.900317844600004 202.80137809380003 82.979260196300018 24.815630185550003 93.972365491700018 29.049007317550004 192.00356210945003 84.807411725000023 70.343506983200015 14.371157440600003 89.738043936200015 67.004441985200017 200.83528241485001 327.98456567570003 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=1 2 4 -4 5 -1 8 -8 -2 10 11 -9 -11 17 15 16 18 -14 -15 24 21 -21 23 -22 28 -26 -27 -28 -19 -30
right_child=6 -3 3 -5 -6 -7 7 9 -10 12 -12 -13 13 14 -16 -17 -18 19 -20 20 22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.01626922949572561 -0.033869769344143923 -0.044005134626293491 0.026430677443280218 -0.036460133417917338 0.028354377701100515 -0.04233180810274588 0.030282105719137354 -0.042364813482506605 0.027613519698657916 0.0057888540854769991 -0.042210878672903886 0.015921389456317655 0.020475126342602783 -0.043877495376734549 -0.047091213287241057 0.016437835252129062 -0.043527898893066339 0.00079836009813910136 0.0070244352537734856 0.023157214962782977 0.031590183701680236 -0.017939747831516993 -0.047668288016783085 -0.031466456815277891 -0.021415030711987415 0.034100797377187679 0.021439544348511256 -0.017977104478737675 -0.036561000903824151 0.019973648467485436
leaf_weight=0.64934935962082796 1.060592092682781 0.74608311464544375 0.19531888907658856 1.1136808986921094 1.2581468686694277 0.36595667363144457 1.2298165921820317 0.23352832125965439 0.38239431947295077 21.091997179697501 1.1218680986494289 0.99738038360374048 3.2859086925163856 0.59205776196904381 1.9996339351637287 2.9916388948331587 1.3940848590573294 93.31222181089106 1.9583437206456435 3.3794834529980999 1.0810891352593901 2.0871981545351446 2.2247113206540234 2.0846420601010323 1.9445401848060999 3.9344082251191121 4.9562733573839068 2.4972612233832479 2.4837758372595995 1.1283211997942997
leaf_count=26 141 67 29 217 32 25 30 20 16 462 126 67 30 31 63 76 58 938 39 26 6 31 75 63 27 30 34 38 64 13
internal_value=0.000414613 -0.00866973 -0.00131077 -0.027076 0.0135243 -0.00485292 0.000661217 0.000827769 -0.0175766 0.000596724 -0.0175829 0.00486332 0.000873699 9.61842e-05 -0.0131933 -0.00342082 -0.0184823 0.00105078 -0.00479209 0.000523787 -0.00890448 0.00746625 -0.0255068 -0.00993277 0.0014522 0.0115425 0.0171702 0.00823324 6.42162e-05 -0.0189011
internal_weight=163.782 4.32854 3.58245 1.309 2.27345 1.01531 159.453 158.01 1.44299 156.78 2.35278 1.23091 154.428 133.336 8.93576 6.93613 3.94449 124.4 2.5504 121.114 10.8571 5.46668 5.39044 3.16573 110.257 13.3325 11.3879 7.45353 96.9243 3.6121
internal_count=2900 396 329 246 83 51 2504 2347 157 2317 213 87 2104 1642 267 204 128 1375 70 1345 201 57 144 69 1144 129 102 72 1015 77
is_linear=0
shrinkage=0.0401119


Tree=509
num_leaves=31
num_cat=0
split_feature=16 6 17 16 13 3 16 10 13 5 0 0 5 0 17 18 18 0 2 17 5 8 8 7 2 15 7 7 17 13
split_gain=1.51816 1.17052 1.1245 0.905737 2.14701 3.63828 2.94694 2.38819 2.28947 1.44336 1.43378 2.66971 1.40694 1.40408 1.15905 3.59141 2.07468 2.52148 2.40364 3.70438 2.39183 3.6468 2.66684 2.40046 2.23702 2.20002 1.72557 1.69481 3.05274 1.58559
threshold=18.594956516900002 15.675366252400002 176.11179263395005 18.984955604900005 112.82921081865001 89.227236891450005 19.974953289850003 70.026268923800004 113.92610173585001 19.812684199800003 94.047642319350018 96.249489528150022 19.500380888400006 94.73051068445001 188.16174763880002 13.064341268650002 13.303774303900001 86.345209775600011 108.54085696455002 189.37128582595003 21.042547594650003 8.6432548896500023 8.3434888241000014 23.124786352450005 139.80186571705002 42.80317728375001 22.913946662950003 22.535351262400003 186.34046889365004 117.54207792135001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 7 -5 -7 10 -2 -12 -10 -9 15 27 17 18 -16 -20 21 22 -18 24 -22 -21 -26 28 -14 -25
right_child=3 2 -4 4 5 8 -8 13 12 -11 11 -13 14 -15 16 -17 20 -19 19 25 23 -23 -24 29 26 -27 -28 -29 -30 -31
leaf_value=-4.7107605784144345e-05 0.001881749447658707 -0.0020752224510100954 0.00082272094598875552 0.00059647214749165465 0.0014507705740386461 -0.0015526982380514149 -0.001862580422617137 -0.0018420357139590621 0.0014813592887664788 -0.00058042770509709736 -0.00071416928458053076 0.0018764412692450789 0.0001122135107894342 0.00043079085200956361 0.0011365915260608186 -0.0021157878122378391 -0.00044507979062166912 0.0019414611622077865 0.00093735887868968038 -0.0031470261569929115 0.00052878820673941517 0.00087503717900433485 -0.0030536267110402682 7.1188774615402864e-05 -0.00018670111578903068 -0.00018936718998041485 -0.0026084597034121753 0.00090834468262577443 -0.0020801622534825986 0.0009147685988546095
leaf_weight=66.898042770801112 4.6002201754599792 2.063975873868912 0.68586998805403698 9.1418600231409091 9.675374982878564 2.8004205971956244 4.2141026295721522 3.2545463237911454 3.4156488217413417 2.5781554020941249 3.4426637273281813 2.7519291415810585 18.648174958769239 1.5392500907182691 9.180372200906282 3.0979618432465932 3.169171601533888 5.8194043338298789 4.242934277513994 1.9971246831119063 3.5362402051687223 3.3107702769339085 2.8726284299045801 15.407448795624076 2.0154512282460928 1.874441619031131 2.5782035330776125 7.4924440672621122 2.809770048595964 19.293405747972429
leaf_count=1592 22 176 21 44 54 16 49 52 16 38 40 16 168 11 40 36 21 21 29 17 17 15 24 92 16 35 31 55 23 113
internal_value=0.000141762 -9.86439e-05 -0.00135241 0.000249954 0.000203821 0.000296548 -0.000425798 8.68055e-06 0.000198209 0.000737698 0.00105251 0.000436702 0.000242478 -0.00111225 0.000203058 -0.000109245 0.000335981 0.000825017 0.000449354 -0.000328154 0.000119366 -0.000778975 -0.00168534 0.000315529 -0.00064349 -0.00171506 -0.00154592 0.000105474 -0.000174863 0.000540213
internal_weight=224.408 69.6479 2.74985 154.76 141.387 123.237 18.1498 13.9357 113.562 13.373 10.7948 6.19459 110.762 4.7938 107.346 32.0484 75.2976 23.1143 17.2949 8.1145 52.1833 9.35257 6.0418 42.8307 8.12989 3.87157 4.59365 28.9504 21.4579 34.7009
internal_count=2900 1789 197 1111 995 839 156 107 785 116 78 56 769 63 753 282 471 142 121 81 329 60 45 269 64 52 47 246 191 205
is_linear=0
shrinkage=0.00196078


Tree=510
num_leaves=31
num_cat=0
split_feature=17 9 6 13 5 15 17 16 15 8 6 2 15 18 18 2 19 15 13 2 7 15 17 18 17 9 9 3 7 18
split_gain=0.247149 0.649222 0.456846 0.550935 0.65245 0.560809 0.494623 0.40649 0.588705 0.509407 0.549178 1.03878 0.480392 1.16867 1.11468 1.37329 0.996416 0.666508 0.799143 0.762486 0.622959 0.593172 0.612725 1.34296 0.981912 0.806241 1.04489 1.23216 1.32957 0.83062
threshold=159.06578391905001 58.059373288650008 22.585527707250005 119.04223755815001 32.00428233840001 37.261389050600009 161.95900874150001 22.724946859200003 42.914654887700003 9.5425530862500008 17.765415086100003 58.396949525950006 43.938093326450009 13.278511569200001 13.3584252364 217.08409765600001 14.451165964200003 42.670190152050004 117.72489307420001 158.68292856370002 24.225158517200004 42.385947950200006 203.08534335880003 14.140199600350002 202.72018094520004 208.47660979520001 204.64320368315003 85.80214123330002 25.000065600400003 14.531978590450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 9 -9 10 12 -12 17 -14 -15 -16 20 18 21 -19 -17 22 24 -24 -8 26 27 28 -25 -27
right_child=2 -3 -4 4 -6 -7 7 8 -10 -11 11 -13 13 14 15 16 -18 19 -20 -21 -22 -23 23 25 -26 29 -28 -29 -30 -31
leaf_value=0.020979162042545491 -0.038624176541837946 -0.041910503686979642 0.022732158362584253 -0.006397106164862036 0.015811862678426911 -0.041265962923838058 0.0018042892789669543 -0.0011317387175295635 0.022163857831450355 0.020401890551782056 0.015677767382276248 -0.036665553474661071 -0.03910753306465909 0.022613914111104937 -0.038371631521675574 0.00015203529950388211 0.013798671238359738 0.024341252962481574 -0.02487468863349129 -0.00074729996362248507 -0.031952304010052904 -0.021254117370857733 -0.038907966290162008 0.029383063473635829 0.032655342575119907 -0.038274080881628439 0.02282864392146252 -0.024361943253864364 -0.005024084862229215 -0.0059494601685298456
leaf_weight=0.3431998129672128 0.41881842802103975 0.57283314138476271 1.1980798393487919 1.2167289165081454 0.70734596950933326 1.1957403561100362 102.77786324864428 2.909991316497325 2.7669593617320061 1.6413332574884396 0.7713910043239588 1.3870916962041517 1.2959296985645767 1.8605292453430573 1.6029025093885136 1.6649516326142477 3.0781704090768471 3.33752242848277 1.6102783760288719 3.0142737740534358 1.5041842099744824 1.5810874700546254 1.3793831877410436 2.1525452592177334 1.3667825422307931 1.1885245358571399 2.9417192307300857 2.3739397249883041 4.6199835508305114 8.2813303149014228
leaf_count=36 63 84 7 43 7 36 1611 21 22 33 4 42 83 15 25 26 31 19 27 32 22 10 13 34 19 15 41 30 219 230
internal_value=0.000380603 -0.0183483 0.000486607 0.000320704 -0.014726 -0.0236799 0.000618702 0.000723316 0.0102226 0.000367202 0.000147671 -0.0179593 0.000412407 -0.00685467 -0.00255042 -0.00851447 -0.000853865 0.000997851 0.000440187 0.0124354 -0.0150858 0.000757014 0.00103087 -0.00431911 0.00220918 -0.00210596 0.00408323 -0.00194573 0.0059117 -0.0100064
internal_weight=162.761 0.916033 161.845 160.647 3.11982 2.41247 157.527 157.109 5.67695 151.432 149.79 2.15848 147.632 11.0067 9.71074 7.85021 6.24731 136.625 130.273 6.3518 3.16914 128.663 127.082 22.9374 104.145 21.558 12.0882 9.14647 6.77253 9.46985
internal_count=2900 120 2780 2773 86 79 2687 2624 43 2581 2548 46 2502 202 119 104 79 2300 2249 51 48 2222 2212 582 1630 569 324 283 253 245
is_linear=0
shrinkage=0.0361589


Tree=511
num_leaves=31
num_cat=0
split_feature=16 6 15 13 13 7 0 16 13 16 19 10 15 0 16 18 12 5 10 5 17 0 8 5 16 0 2 7 8 13
split_gain=1.91261 1.42874 1.2099 1.33556 2.13501 0.985503 1.42447 2.24222 2.37948 3.05226 3.11361 2.64058 2.16999 1.92196 1.72124 2.60333 1.60663 1.52108 1.7925 2.59114 3.38035 1.64396 1.50457 2.49324 1.53115 2.32913 2.94625 1.94068 1.46908 1.18024
threshold=18.594956516900002 15.675366252400002 32.540328261750005 108.61908538635001 107.97116697695002 25.396105459650006 94.047642319350018 19.214955067100004 112.82921081865001 19.974953289850003 13.851117550450002 66.318885161900013 27.288673764350005 92.313586825200005 20.784951395750003 11.904475184000002 123.93044755685001 20.206488238950005 62.837331883000012 21.042547594650003 192.49174628505003 88.76213363490001 8.543332867800002 21.850554661550003 22.764946765650006 86.135510041400025 164.41964690330002 23.345877066950003 8.4434108459500017 117.68187774410002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 9 10 -9 14 -8 -2 15 -10 -17 21 19 20 -19 -16 24 -24 25 26 -21 -28 -20 -25
right_child=5 -3 -4 -5 -6 -7 12 8 11 -11 -12 -13 -14 -15 17 16 -18 18 28 22 -22 -23 23 29 -26 -27 27 -29 -30 -31
leaf_value=-1.8931151292476745e-05 9.051363396985508e-05 -0.0014388411064061022 -0.0020460596494039649 0.0010649722235973923 -0.0022391086522167551 0.00094963621182398144 0.0011237623183921876 -0.0011299704300197458 0.0004348687006062007 -0.0023791610225985986 0.001305817640138043 0.0015970051901472136 -0.0013589591394397018 0.0018644043395158959 0.0016697412229718534 -0.00036346277779092693 -0.003204692520429423 3.9514033747314332e-05 0.001746493988963842 0.00032703327845109569 -0.0023345913822222387 3.7270778726686732e-05 -0.0019749907076982627 0.00043872319329961765 0.0016245055606199103 0.00070767680170734349 -0.0023273860706501453 -8.2589502275779336e-05 0.00039180585056843709 -0.0004947511535161143
leaf_weight=62.37174732144922 3.6475621627178025 2.8101916696759863 1.0940654859878112 4.0305456761270753 1.6427605189383019 7.8376009855419388 1.8294548653066147 4.3109645349904877 3.3565005119889966 2.7786094956099987 3.5250553097575903 5.5475217290222636 4.5033526420593262 5.9209450781345367 5.8002852499484998 1.2588012386113407 1.7690412728115914 6.1267402842640859 4.7143396213650686 13.048199957236649 3.4723255727440119 3.7556127160787582 2.4929673708975342 12.325329186394812 3.6999935172498217 26.28675452619791 3.183555456576868 2.5737484386190772 7.9412066303193569 8.4276600573211891
leaf_count=1463 41 197 66 29 34 61 12 33 33 37 14 32 74 27 27 13 35 33 22 83 30 20 21 101 17 125 78 23 44 75
internal_value=0.000162511 -9.51866e-05 -4.05732e-05 -8.32785e-06 -7.5906e-05 0.000286009 0.000249456 0.000290966 0.000223043 -0.000648062 -3.42244e-05 0.000302905 -0.000641737 0.00118819 0.000237779 -0.000731026 -0.00202347 0.000297339 0.000223276 0.00011892 -0.000819285 0.00102816 0.000243936 -0.000158555 0.000435693 0.000338147 -0.000178391 -0.00132387 0.000896443 5.96451e-05
internal_weight=222.083 71.9493 69.1391 68.0451 64.0145 150.134 142.297 135.964 126.395 10.6146 7.83602 115.781 6.33281 9.56851 110.233 6.38434 3.02784 103.849 94.2928 81.6373 9.59907 9.5559 72.0382 23.246 48.7923 45.0923 18.8055 5.7573 12.6555 20.753
internal_count=2900 1789 1592 1526 1497 1111 1050 964 896 84 47 812 86 68 780 81 48 699 652 586 63 47 523 197 326 309 184 101 66 176
is_linear=0
shrinkage=0.00192234


Tree=512
num_leaves=31
num_cat=0
split_feature=6 6 0 9 0 15 2 12 0 3 9 12 5 10 16 7 5 16 3 18 18 0 15 17 7 6 10 18 0 18
split_gain=1.64024 1.82953 1.2913 2.19236 2.7844 2.60946 2.01234 2.63798 1.64229 1.78411 1.65007 2.17103 1.4453 3.31851 2.0651 1.68344 1.30816 1.21652 2.0782 3.51062 2.36339 1.16239 1.70369 1.17598 1.33409 1.24282 1.08388 3.60174 2.81944 1.48402
threshold=13.665319288000001 13.775321858200002 94.047642319350018 206.08249486475003 94.964406541850011 28.777417478550003 159.92742394165003 118.78432046510001 87.181320254150009 92.751805500450018 188.53841931785004 93.660658182900008 18.483418961650003 67.203387886850024 19.214955067100004 23.124786352450005 20.361635946650004 22.654947022900004 89.227236891450005 13.713893333650001 14.117867417450002 86.530713386650021 39.104631750950013 200.69710494525003 23.789355599150003 14.545339849550002 62.041548276350007 13.482409244300003 85.775256651950016 13.583580954200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 5 -4 7 -5 9 -3 -10 -12 -13 15 -15 -14 -11 18 -17 -20 -21 23 -23 24 25 -18 29 28 -28 -27
right_child=1 2 3 6 -6 -7 -8 -9 10 16 11 12 13 14 -16 17 21 -19 19 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00017658840972088565 0.0014199621730565397 -0.0013479866652280864 0.00060033446909365813 -0.0023743001822394911 0.00070306253577289617 -0.0025117205077412846 -0.0022062023913236683 0.00054476098165450381 0.0016742278106789289 0.0013540231174008148 -0.00086862985220382085 0.001354317911458198 -0.00041038650097253396 0.00019157232876448356 -0.0019701424583911868 0.0014750039459814003 0.0016454600150536851 0.0018728249309851596 0.0016208493636364581 -0.0016818655619975408 0.00033542463382963685 0.0015318308686216291 -0.00019919013063067888 -0.0016222106458996146 0.0011665225786760371 6.2492123555010482e-06 -0.0015985403454413123 -0.002898545379260836 0.00041660157148236171 0.0016535476841854613
leaf_weight=52.286129087675363 4.9999641440808764 3.3055689190514377 1.9145740699023068 1.7343248566612581 12.420263529755173 2.4657577853649855 3.4332378508988768 4.3303464520722628 4.6507171676494172 3.4610567749477914 4.679409720003604 7.6650433558970681 4.8275818154215804 3.7270895028486839 3.3624162608757615 8.563039276748901 1.7404447053559113 4.1160167232155791 4.8657033890485755 3.8351195938885194 5.8920173496007919 5.1307494789361936 4.0850597321987152 1.7252581866923709 4.0246135429479173 42.942395308811683 3.833895682240839 2.1893267965642726 10.076607149560003 2.3049536850303403
leaf_count=1334 34 26 13 31 90 51 77 38 30 18 28 39 23 25 35 48 9 27 20 26 30 21 23 25 26 533 105 35 68 12
internal_value=0.000133684 0.000227837 0.00019221 -0.000214648 0.000219535 -0.00115149 -0.000982661 -0.000290008 0.000268092 9.24224e-05 0.000533297 0.000430332 0.000560062 0.000404712 -0.000833687 0.000678225 0.000150834 0.000870927 0.000692837 0.000233864 -0.000459933 9.74818e-05 0.000764527 8.17926e-06 5.00918e-05 -2.11298e-05 -6.84117e-05 -0.000514078 -0.000138795 9.01646e-05
internal_weight=224.589 172.303 167.303 26.2985 16.8006 4.38033 9.49791 6.06467 141.004 84.8199 56.1842 51.5334 46.854 39.189 7.08951 32.0995 81.5144 27.2719 23.1559 14.5928 9.72714 78.0533 9.21581 68.8375 67.1122 63.0876 61.3472 16.0998 13.9105 45.2473
internal_count=2900 1566 1532 300 154 64 146 69 1232 901 331 301 273 234 60 174 875 151 124 76 56 857 44 813 788 762 753 208 173 545
is_linear=0
shrinkage=0.002


Tree=513
num_leaves=31
num_cat=0
split_feature=6 6 0 10 3 16 9 10 7 6 15 0 5 0 5 2 6 10 7 7 18 0 12 5 3 0 15 10 6 5
split_gain=1.32784 1.97183 0.912992 2.48875 1.98618 1.94158 1.85693 3.35861 2.26284 1.49326 2.27388 1.95107 1.34403 1.32842 2.04673 1.33779 1.26348 1.87283 1.24044 3.10177 2.02518 1.69848 1.35863 3.19659 2.29177 2.0937 1.43838 1.29007 1.53009 1.23524
threshold=13.075305502400001 12.380289263450001 87.181320254150009 64.434276012450013 92.751805500450018 21.014950857900004 197.89372115420002 62.837331883000012 24.605072964550004 15.785368822600002 40.128253618400009 90.662873533100012 20.206488238950005 86.530713386650021 21.893521430150003 56.184788788300004 14.515339148550002 62.245871094250013 22.620341628000002 22.995933042550003 13.809421053700001 92.031298721500022 114.86856072930001 17.671168838450004 85.622014538550019 94.776214472700005 29.334060236450004 70.026268923800004 14.325334709150001 21.005083245250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -2 9 -4 8 -8 10 18 -11 -6 15 -15 -14 -17 29 -5 -20 -21 -22 23 27 25 26 -24 -23 -29 -18
right_child=2 -3 3 5 12 -7 7 -9 -10 11 -12 -13 13 14 -16 16 17 -19 19 20 21 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.9960481349748568e-05 -0.0013576078802396226 -0.0017214124618494101 0.0020557774294426541 0.0017374059111986875 0.0014684402756628553 -0.0016145701362072511 -0.00083460543051152409 0.001627450935395099 0.0010705565699416651 0.0014946350035568339 -0.0016711751839777163 -0.00040623907862084131 0.0011921545854816 0.0015400316591908951 -0.00025176111509470469 0.0013616171029412658 -0.0010621641020368393 -0.0017105399522007647 -0.0021483051227326228 0.0015354645611055098 -0.0015135018838439286 0.0014378676270595068 0.00059275038863512209 -0.0022034646817785134 0.0013531288858396778 0.00034148315352207055 -0.0024314326266482071 0.00035811815971513347 -0.0014533137293890287 2.5332419638731577e-05
leaf_weight=40.06555869220756 3.5981968324631444 2.9484381108777589 4.4300125931622487 1.9205537298694242 2.7878029681742182 2.2800076678395262 6.229756962507965 7.5322340428829184 3.8958040848374367 6.9595452770590764 2.6475881306687361 2.9585017235949636 3.4231227822601786 5.6098982468247396 4.3527583442628384 2.3162725353613487 4.2946388497948638 2.7028139757458112 2.1954906675964585 4.2036954313516608 2.3407568014226845 2.3866412937641135 0.8852052041329509 2.7462702048942438 7.7353828959166995 19.606125943595544 1.907981736352667 5.8762858500704152 2.5799221005290747 61.8132012875285
leaf_count=1152 27 76 23 22 14 16 36 37 19 37 44 32 18 21 23 16 28 92 15 17 21 9 8 33 37 221 52 51 33 670
internal_value=0.000136023 -0.000173846 0.00020917 0.000347645 7.00572e-05 0.000164805 0.000920723 0.000635959 -0.000101595 0.000225402 0.000103285 0.000927614 0.0001289 8.4713e-05 0.000757184 -5.15408e-06 -6.27769e-05 -0.000110724 0.000189671 0.000133013 0.00023265 0.00011376 0.000200875 -0.00031383 0.00043298 0.000115215 -0.00147302 0.000164776 -0.000194535 -4.53159e-05
internal_weight=225.23 43.014 182.216 91.3178 90.8987 69.23 22.0878 17.6578 10.1256 66.9499 57.0319 9.91805 87.3005 84.5127 9.96266 74.55 71.1269 68.8107 54.3843 52.4638 50.2683 46.0646 43.7238 13.5891 30.1347 22.3993 2.79319 10.8428 8.45621 66.1078
internal_count=2900 1228 1672 763 909 648 115 92 55 632 563 69 882 868 44 824 806 790 519 497 482 465 444 126 318 281 60 93 84 698
is_linear=0
shrinkage=0.00196078


Tree=514
num_leaves=31
num_cat=0
split_feature=6 6 15 13 7 16 4 19 6 8 15 5 3 5 14 3 16 9 8 4 12 15 12 6 16 10 7 18 7 3
split_gain=1.48264 1.67939 1.55018 1.7619 1.88354 1.02593 1.4056 1.36764 1.26669 1.01736 2.16967 1.59732 0.985458 1.80728 1.77134 1.48421 1.38591 1.32062 1.91903 1.21863 1.05253 1.25207 1.00156 0.983497 1.62487 1.38118 1.81358 1.22397 0.970537 0.98284
threshold=13.075305502400001 12.380289263450001 46.574831689400007 117.61735474900001 23.539316666200005 11.934972090850001 398.10712430820007 12.050972309250001 5.1551204485500008 7.3442686056500008 24.200063469100005 13.809011005350003 94.92945658615001 26.429611911700004 376.01315066015007 108.48197402175002 22.704946905950003 70.238863950400017 5.9453602998000008 159.66984649465005 66.834523482800009 42.914654887700003 365.26848165380005 11.125259939900001 13.534968349350001 78.349735295650007 26.626668929150004 16.118666550000004 21.118786167550002 93.964300117300013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 -4 -5 6 -1 23 -9 -10 -11 -12 16 20 15 17 22 -15 -19 -17 -14 -22 28 25 -25 -7 -27 -28 -2 -30
right_child=2 -3 3 4 -6 7 -8 8 9 10 11 -13 13 14 -16 19 -18 18 -20 -21 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.0014078247329562463 0.0014231255638943445 -0.0016452237065048502 -0.0016895073288196595 -0.0013688168893308324 0.00098064704878684855 -0.002262893568482376 0.00013083330975154479 -0.0019501039526363092 0.00034949481102669464 -0.0017895762419950832 0.0014434329735491327 -0.0009577516306703745 0.00047843392764139925 0.0014318016006269665 -0.0022401902918462442 0.0018133988960429923 0.0010907132406828978 -0.0020001940192433927 0.00067746441795628353 -0.0019938842675239323 -0.0021980353506317208 0.00056180862465694337 0.0012769776165556961 -8.9157554500939929e-05 0.0018592742812869991 0.00098809690945460119 0.0017760628392122872 -0.002155476564806432 0.00025099608034034762 -0.00066428635693658439
leaf_weight=4.3151081796968338 2.4363187071867278 2.5850492332829154 3.1299116068985295 1.9363873763941226 3.2397250384092331 0.81043568719178605 4.1244221077649854 1.4572118687210629 8.029117221478371 3.172343280632048 2.0732442550361161 1.8729687551967797 1.0736805088818098 4.600929073989386 0.97133737750118676 0.37994945095852095 7.6310062780976287 1.2400664901360867 4.0736721260473132 1.39478771854192 2.9126742574153472 0.73025850951671589 3.4093576399609438 2.5397076697554439 3.7871112171560526 4.4235708126798272 0.35771169885992993 1.3159324669977648 138.90705984493252 4.2959496001712969
leaf_count=377 23 76 76 38 18 18 150 139 112 87 15 38 9 24 29 4 38 63 31 112 131 4 27 46 27 65 2 76 1002 43
internal_value=0.000149458 -0.00017501 0.000222165 -0.000573264 0.000101711 -7.57231e-05 -0.000655878 8.83635e-05 -0.000271846 -0.000110397 -0.000629116 0.000303772 0.000260123 -0.000165688 0.000205279 0.000408487 0.00030735 0.000692611 5.25796e-05 -0.00117879 -0.00116147 -0.0016448 0.000267243 0.000540308 0.00107714 4.86191e-05 0.000355863 -0.00131518 0.000243606 0.000223539
internal_weight=223.227 40.8639 182.363 8.30602 5.17611 38.2789 8.43953 29.8394 16.6049 15.1477 7.11856 3.94621 174.057 17.3774 12.6607 11.6894 156.68 9.91467 5.31374 1.77474 4.71661 3.64293 149.049 13.2345 6.32682 6.90765 6.09721 1.67364 145.639 143.203
internal_count=2900 1228 1672 132 56 1152 527 625 391 252 140 53 1540 407 263 234 1133 118 94 116 144 135 1095 234 73 161 143 78 1068 1045
is_linear=0
shrinkage=0.00188464


Tree=515
num_leaves=31
num_cat=0
split_feature=6 6 0 10 7 0 7 16 17 12 2 17 7 14 17 18 9 7 16 10 18 9 18 19 10 7 15 9 10 10
split_gain=1.59962 1.84405 1.24258 1.65233 1.9776 1.37455 1.01426 1.29905 1.23734 1.10524 1.08175 1.37137 1.02824 2.73599 2.80588 2.28851 1.76806 1.61725 1.26553 2.8918 2.86306 3.3833 2.40716 2.3993 1.92417 2.16619 1.90105 1.69155 2.12154 2.56641
threshold=13.075305502400001 12.380289263450001 85.716110573100011 62.00390986255001 19.468732114900003 85.678472159250006 22.597569836950004 22.714946882600003 189.37128582595003 98.870599058600007 83.677637406800017 182.28951942140003 23.124786352450005 202.65261526855002 191.27887671285004 13.24392582145 195.39349636155001 23.147601011700004 22.604947139800004 62.106071271500007 13.565012728250002 196.26893085885004 13.5308213324 14.451165964200003 68.579878449600017 23.974509389900003 43.376643616500012 202.37225149245003 62.55235532115001 67.004441985200017
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 12 9 -4 -11 -12 13 16 15 -15 -8 -14 19 23 -21 24 -20 -19 -22 -26 -24 -23 -29 -30
right_child=2 -3 6 4 5 -7 7 -9 -10 10 11 -13 17 14 -16 -17 -18 18 22 20 21 27 26 -25 25 -27 -28 28 29 -31
leaf_value=-8.8110006059071913e-05 7.4627158212525155e-05 -0.001656154844149262 -0.0005298858226916274 0.0018401015174418531 -0.0022449572799712165 -0.00013381479876393881 0.0010026644534302635 0.0014471554637493042 0.001507647869804725 0.001689024705367654 0.001332882515825824 -0.00065595679213876557 0.0018410540188585928 -0.00092371099523103225 -0.0020521018897834129 0.0010309838366015464 -0.00051023920170275487 -0.0022781726326773408 -0.00037849747095244511 0.0017207850504426688 -0.0021271272974028874 0.00076930202594794879 0.0015407937311575713 8.8367455019069545e-05 0.00049956396766801718 -0.0017740172512474167 1.5531089251867766e-06 -0.0015697009811810457 0.0011118394236636106 -7.8013848006851737e-05
leaf_weight=38.173603834002279 27.329994689323939 2.8637137016048646 3.30564649612643 0.72684764117002387 3.0889408343937248 1.697360045276582 8.2449481785297412 3.0629661157727233 5.0631382698193184 2.8771331235766411 2.2355458913370967 2.741706321015954 2.3351351348683229 5.3912465339526516 4.0027105393819502 3.5141265532001853 4.1120575489476314 3.0585731364553785 5.4408152671530869 4.4244855884462586 3.0231470409780723 20.068317274563015 9.9435773938894254 3.0282026454806328 4.1943555735051632 2.3072185683995485 3.9949804283678523 2.5459382012486449 8.5171673260629159 26.384441319853067
leaf_count=1152 425 76 20 5 128 17 37 17 26 11 23 21 9 49 37 18 23 31 38 19 31 126 46 19 27 46 31 17 49 326
internal_value=0.000137657 -0.000197533 0.00021552 -0.000115234 -0.00105642 -0.00149629 0.000291053 0.000234618 0.000734914 0.000384337 0.000769103 0.000237336 0.000204795 -0.000134657 -0.000741467 -0.000152374 0.000499213 0.000291191 0.000253854 0.000146206 0.000252415 0.000155507 0.000684639 -0.00110081 -0.000884888 -0.000307264 0.00109963 0.000327798 9.11945e-05 0.00021235
internal_weight=217.698 41.0373 176.661 32.8431 5.51315 4.7863 143.818 127.594 16.2232 11.16 7.85439 4.97725 124.531 25.2651 12.9081 8.90537 12.357 99.2664 96.9312 77.5518 71.4651 67.0406 19.3794 6.08678 9.52472 6.50157 13.9386 57.5159 37.4475 34.9016
internal_count=2900 1228 1672 575 150 145 1097 996 101 75 55 44 979 164 104 67 60 815 806 691 641 622 115 50 104 73 77 518 392 375
is_linear=0
shrinkage=0.00188464


Tree=516
num_leaves=31
num_cat=0
split_feature=6 6 0 10 7 0 16 19 6 4 6 8 15 5 5 3 15 4 9 17 18 4 2 15 9 7 17 16 18 18
split_gain=1.85056 1.85976 1.29733 1.55221 1.92693 1.91595 1.14344 1.74593 1.5251 1.37088 1.19096 1.18701 2.21035 1.87349 1.09025 1.40572 1.49518 1.49681 1.09904 1.13821 1.20291 1.81104 3.08536 1.20397 1.33004 1.01893 1.58252 1.22434 2.00919 2.76104
threshold=13.075305502400001 12.380289263450001 85.716110573100011 62.00390986255001 19.468732114900003 85.678472159250006 11.934972090850001 12.050972309250001 5.1551204485500008 398.10712430820007 12.085282370700002 7.3442686056500008 24.200063469100005 13.809011005350003 21.269675393700002 94.031511570550009 43.132842597400007 376.98468903265001 66.290220196950017 188.54236693505001 11.831616630050002 195.32149859550003 124.26884624490002 35.054707749500004 71.82068887245002 22.580174331950005 189.37128582595003 22.624947093000003 13.5308213324 13.3584252364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 14 -5 -6 9 10 -9 -1 -8 -10 -13 -14 -2 -16 17 18 -17 20 23 -22 -23 24 -20 26 -4 -27 29 -29
right_child=2 -3 25 4 5 -7 7 8 11 -11 -12 12 13 -15 15 16 -18 -19 19 -21 21 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0013710680827444591 0.001291838342488762 -0.0016203317060403605 0.00036216510940760934 0.0017737989474002262 -0.0022203153771592136 8.847031403237897e-05 0.00036297266706418154 -0.0019596171681034165 0.00031495398220517492 8.5319918552840873e-05 0.0020342231753191576 -0.001784904060684278 0.0014804071127591826 -0.0010164046835876022 -0.0012791653160800324 0.00087621598843475425 0.00090550185638482163 -0.0022264763462510749 0.00077991710734554324 0.00073728459200120722 -0.0021489449528288964 0.0021193709638196463 -0.0016086769414792744 0.0021526644306748542 -0.0016680820802546833 0.00016891723588128917 0.0016488797564388044 0.00063581962558472696 0.0011786942642537743 -0.0012703575805499212
leaf_weight=4.8202571111614798 2.4661791920661953 3.011081888107582 10.901817161124198 0.80780364386737247 3.3717486169189215 2.0546163050457835 13.167727087158708 1.7954353028908396 9.4402411552146095 4.3830618415959179 1.711339384317397 3.5189559161663047 2.1356507642194629 2.1340556207578629 2.8111454843310666 3.8747571501880982 6.4809414353221646 1.1522860445547838 1.7664948545861974 3.1082506934180847 2.9717022918630391 1.3134552463889124 1.9728513320442287 0.9028191566467284 1.4236230010865254 108.20030889648478 4.93046024814248 10.213212368311362 12.276413479819892 3.6684697438031426
leaf_count=377 10 76 72 5 128 17 223 139 112 150 11 87 15 38 29 30 53 29 30 26 70 5 63 3 77 843 23 64 69 26
internal_value=0.000149709 -0.000188358 0.000233231 -8.55703e-05 -0.000941856 -0.00134613 -8.83324e-05 7.15921e-05 -0.000306636 -0.000677466 0.000555194 -0.000134378 -0.000678991 0.000232468 9.09323e-05 -1.5685e-05 0.000126575 -0.000146503 -8.23531e-06 -0.000262859 -0.000563189 -0.00108277 -0.000118669 0.000231244 -0.000312528 0.000310662 0.000762872 0.000257375 0.000623273 0.00013208
internal_weight=232.787 46.1178 186.669 36.4787 6.23417 5.42636 43.1067 33.9034 19.0243 9.20332 14.8791 17.2289 7.78866 4.26971 30.2445 27.7783 24.9672 18.4862 17.334 13.4592 10.3509 6.25801 3.28631 4.09294 3.19012 150.191 15.8323 134.358 26.1581 13.8817
internal_count=2900 1228 1672 575 150 145 1152 625 391 527 234 252 140 53 425 415 386 333 304 274 248 138 68 110 107 1097 95 1002 159 90
is_linear=0
shrinkage=0.00188464


Tree=517
num_leaves=31
num_cat=0
split_feature=6 6 0 9 15 0 2 12 9 0 3 15 16 9 7 18 2 9 7 8 15 7 9 6 10 17 10 15 6 13
split_gain=1.5924 1.797 1.33186 2.11446 2.62099 2.77837 1.9914 2.75147 1.87188 1.72487 1.5049 1.48814 1.45766 1.47036 1.97948 2.14842 1.37985 1.37304 2.58063 2.47301 2.8287 1.55335 1.27769 1.54211 1.70757 1.51585 3.19325 1.68064 1.19023 4.74552
threshold=13.665319288000001 13.775321858200002 94.047642319350018 206.08249486475003 28.777417478550003 95.002044955650021 159.92742394165003 118.78432046510001 202.89977928865002 87.181320254150009 92.751805500450018 23.969938375100003 22.634947069650003 188.53841931785004 22.940014114900002 13.544020937350002 317.41815758785003 202.80137809380003 23.699538637550003 9.5425530862500008 41.657300687350009 21.725272673150005 193.32717468205001 14.835346625500001 62.837331883000012 200.83528241485001 66.697957758300021 30.416602988400005 16.375382608200002 117.38883580790001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 7 -5 11 10 -3 -4 13 -11 -15 -16 17 18 28 20 -19 -21 -17 -24 -25 27 -27 -26 29 -12
right_child=1 2 3 6 5 -7 -8 -9 -10 12 16 -13 -14 14 15 22 -18 19 -20 21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00014917275723138975 0.0013018544225076715 -0.0010954497283072631 -0.00095452175149362748 -0.0021990381207633736 -0.0022690422627195178 0.00048261603284144658 -0.0020196750156831942 0.00052636337392226898 0.001676737782875782 0.0014447035922615958 0.0004435421171847259 0.00068966291979814093 0.0013439969925953582 -0.00088304348594070979 0.0016215836186435611 -0.0008361245336304115 -0.0013176098598505122 -0.0024936983518503877 0.0015139260016117611 -0.00038950077929650648 -0.00012236490596625359 0.0016999566024782442 -0.00064400880255817015 -0.00037196715625977249 0.0018110669127463037 0.000940153922030062 -0.0012815055756190492 0.00051645534699393931 0.00026408158155696111 -0.0029507309651212259
leaf_weight=54.505960298178252 5.0244607143104068 3.5294967037625602 2.8044675290584617 1.7801899295300225 2.5969596095383158 2.4202197385020554 3.4335120003670454 4.3666215194389224 4.0253758653998366 4.1978683071210972 4.766837266390211 5.6969457566738129 6.2565418407320967 4.3536127693951121 4.5704283490777007 3.2052680328488341 2.166322650271467 2.9105711672455055 5.3293163441121569 2.5252747018821537 4.1890830714255571 2.3404675824567676 4.335907624103128 5.695671662688258 6.7453383319079894 6.6988292783498746 3.2951578376814723 6.9512522481381893 54.571588912862353 1.9946125962305812
leaf_count=1334 34 26 21 31 54 27 77 38 17 30 81 35 37 26 18 20 48 42 23 39 41 12 31 30 29 36 40 34 558 31
internal_value=0.000126182 0.000213048 0.000180436 -0.000194434 0.000186786 -0.000941679 -0.000892543 -0.000262945 0.000638755 0.00025274 8.55268e-05 0.000147275 0.000503159 0.000398048 0.000302223 0.000426571 0.000137118 0.000177198 0.000280642 -0.000399116 -0.00109452 0.000615548 0.000278667 0.000384628 0.000536402 0.000754791 0.000207642 0.00115403 0.00017348 -0.000557761
internal_weight=227.284 172.778 167.754 27.1243 17.544 5.01718 9.58032 6.14681 12.5268 140.629 84.3236 8.50141 56.3059 50.0493 45.8515 41.4979 80.7941 78.6278 66.6624 11.9654 7.09965 4.86574 36.9274 33.7222 29.3862 23.6906 9.99399 13.6966 61.333 6.76145
internal_count=2900 1566 1532 300 154 81 146 69 73 1232 901 56 331 294 264 238 875 827 693 134 83 51 220 200 169 139 76 63 670 112
is_linear=0
shrinkage=0.00184769


Tree=518
num_leaves=31
num_cat=0
split_feature=16 6 0 6 16 4 10 6 0 10 17 10 18 9 5 0 5 13 5 5 9 18 15 0 13 16 15 13 13 8
split_gain=2.14084 1.61706 1.30452 2.0588 1.77931 1.76843 3.05006 1.65198 1.6348 1.62678 2.02501 1.49187 1.91454 2.07259 1.62352 1.59018 2.97207 2.29543 3.67363 1.59686 1.43221 1.63202 1.34148 1.31126 1.74212 1.53915 1.28024 1.51568 2.03155 1.27856
threshold=18.594956516900002 15.675366252400002 86.530713386650021 16.375382608200002 22.614947116400003 248.34582299520005 62.041548276350007 16.285380505300001 86.280686780500005 61.944763783650011 192.34053301495001 62.106071271500007 13.740383930250003 196.26893085885004 20.206488238950005 90.337570099350003 22.073674782200005 112.82921081865001 19.385335982600001 19.998562110200005 198.36365860590004 13.878370392300001 30.416602988400005 96.249489528150022 109.41218053485001 19.214955067100004 32.540328261750005 108.61908538635001 107.97116697695002 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 26 3 7 11 -5 8 -2 9 -7 -11 -4 29 14 22 16 -15 18 23 -20 -6 -22 -14 24 -17 -26 27 28 -1 -13
right_child=2 -3 4 5 20 6 -8 -9 -10 10 -12 12 13 15 -16 17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.8397057803460602e-05 -0.00010252526466517617 -0.0013793580486139467 -0.0006314666959372357 0.00039693306639154539 0.0016073182063290625 0.00015498981000382409 -0.0017320826779641417 -0.0022881127462440298 0.0011696573077344986 -0.0022665214627917121 9.0944595725222596e-06 0.0011658279463563307 -0.00041341529389273896 -0.0013300956335053011 0.0006524348061692838 -0.00078069751698946156 0.0008716369954948342 0.0013860826272562952 -0.00021819892563136966 -0.0023077808972646993 -0.00043662931259763025 0.0010582498149880738 -0.0021253109984557595 0.0015237366847581362 0.0015495201828556349 1.561345714791006e-05 -0.0018853406717417281 0.0010089019526451665 -0.0020616448564466155 0.00017242597319239004
leaf_weight=64.446630601130892 2.442043859511613 2.966626374050974 5.0757577009499064 42.215559580828995 6.3437635302543667 13.884980654576802 3.5094154954422256 1.9711981553118674 3.467549104243516 2.2677178024314335 2.7039737580344081 12.664870448410513 3.474410515278576 4.3637721538543692 2.2291778698563576 3.1309336367994609 3.4724058210849762 7.5597619758918873 2.6135556586086741 2.0647138562053442 3.5612516105175001 6.5214878655970097 2.4701711321249604 4.0513915866613379 4.0868879556655866 4.1666794903576374 1.1679932135157276 4.3166666226461521 1.5881005376577366 6.0327462553977957
leaf_count=1463 22 197 33 273 27 120 55 29 13 48 28 56 29 30 16 37 14 43 16 34 20 39 36 21 17 26 66 29 34 29
internal_value=0.00015323 -9.45574e-05 0.00027128 9.67411e-05 0.000422055 0.000172975 -0.000193003 -0.00107873 4.89439e-05 -0.000157144 -0.00102887 0.000294418 0.000369754 0.000166207 -0.00064008 0.000351799 -0.000354453 0.000551782 0.000238217 -0.00114042 0.000946206 0.000530254 -0.00112476 0.00065605 0.000347267 0.000775152 -4.12639e-05 -1.0648e-05 -7.72956e-05 0.000845309
internal_weight=230.832 74.486 156.346 72.4624 83.8837 68.0492 25.8336 4.41324 22.3242 18.8567 4.97169 67.4572 62.3815 43.6839 8.17376 35.5101 7.83618 27.6739 20.1142 4.67827 16.4265 10.0827 5.94458 15.4359 11.3845 8.25357 71.5194 70.3514 66.0347 18.6976
internal_count=2900 1789 1111 588 523 537 264 51 209 196 76 437 404 319 81 238 44 194 151 50 86 59 65 101 80 43 1592 1526 1497 85
is_linear=0
shrinkage=0.00177594


Tree=519
num_leaves=31
num_cat=0
split_feature=16 15 6 13 13 0 6 2 5 16 6 13 18 9 18 0 15 8 5 18 5 10 14 18 7 9 7 17 17 18
split_gain=2.33278 1.56573 1.42313 1.46603 2.3592 1.41098 2.04666 1.98272 3.17475 1.8935 1.82968 1.64843 1.81653 2.95625 1.77654 2.39697 2.48178 1.92156 2.32949 2.28724 1.76436 1.4749 1.46912 1.66603 3.31226 1.37907 2.00866 1.34758 1.5718 1.34165
threshold=18.594956516900002 32.540328261750005 15.675366252400002 108.61908538635001 107.97116697695002 86.530713386650021 16.375382608200002 100.60547560250002 21.495293572000005 22.614947116400003 16.285380505300001 117.50443950750001 13.740383930250003 196.26893085885004 15.042884401850001 94.047642319350018 30.416602988400005 8.6432548896500023 21.964328598750004 14.385463547100001 20.206488238950005 70.085415002650009 384.93581166080008 13.24392582145 22.832271203950004 198.36365860590004 24.252468908850002 189.37128582595003 188.16174763880002 13.3584252364
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -8 -9 11 -2 12 -7 20 15 16 -15 18 19 -18 -14 -17 23 24 27 -11 -27 28 -10 -25
right_child=5 -3 -4 -5 -6 9 7 8 22 25 -12 -13 13 14 -16 21 17 -19 -20 -21 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-2.4776194891482823e-05 -3.961961434716977e-05 -0.0020679768786889983 -0.0014967128766874014 0.0010558727266603033 -0.0022426096799910054 0.00090936929887139534 0.00068389861168273436 -0.0020138176003663823 5.1611726846408816e-05 0.0017474584511031942 -0.0025400909539438138 -0.00083998883517643068 -0.0013392159269031791 0.0013299965286212411 0.0011229330388371616 9.6648389629505255e-05 -0.0021945235490874611 0.00089112415631134112 0.00067056113168237515 1.4223129082259705e-05 0.00063051357981257531 -0.0023000245564015948 -0.0014396371324389809 0.0014270988960671425 -0.0020850221990853864 -0.00050024083633857792 0.0012482416797754262 -0.0012600295805521118 0.0016989728858735167 0.00026384476988714118
leaf_weight=66.851166584994644 2.3835779107175759 1.4670618043746788 2.4742449333425602 4.4425768107175818 1.8206908851861943 18.828016843646765 20.16367996390909 2.8340027052909127 12.383467689156538 6.4354858994483974 1.9794951546937225 4.1803678870201102 6.3191953599452955 7.4556281641125741 10.103846883401273 1.7162210866808885 3.6669048592448252 5.8428591713309279 4.1396723799407482 3.2842580527067184 2.2892760504037142 2.1221817955374718 2.1850601205369449 5.2882772372104254 2.9237218415364614 3.7965060174465162 6.7355501614511013 2.2474565696902564 2.5875533912330857 11.928533672355114
leaf_count=1463 22 70 193 29 34 88 117 23 146 27 29 28 65 36 58 10 27 33 22 20 16 34 44 32 44 21 38 30 15 86
internal_value=0.000171972 -0.00010104 -6.28646e-05 -1.43422e-05 -8.35774e-05 0.000308736 9.88886e-05 0.000187693 -4.84037e-05 0.000470269 -0.00117407 0.000330525 0.000404926 0.00020259 0.000431209 0.000183613 0.000405841 -1.04999e-06 -0.000471064 -0.00115094 -0.0008154 -0.00122843 9.24516e-05 0.000182061 -0.000193255 0.00104636 0.000617964 0.00012797 0.000336337 0.000621147
internal_weight=230.877 77.0557 75.5887 73.1144 68.6719 153.821 66.9048 62.5418 42.3781 86.916 4.36307 69.9484 65.7681 46.94 38.3316 28.2277 24.3893 16.9337 11.0908 6.95116 8.60847 3.8384 39.5441 37.359 20.1422 16.9675 10.5321 17.2185 14.971 17.2168
internal_count=2900 1789 1719 1526 1497 1111 588 537 420 523 51 437 409 321 240 182 138 102 69 47 81 44 397 353 235 86 59 191 161 118
is_linear=0
shrinkage=0.00192234


Tree=520
num_leaves=31
num_cat=0
split_feature=5 5 5 2 5 17 0 6 6 10 3 10 5 12 13 0 10 17 7 2 15 17 17 12 17 9 9 9 3 6
split_gain=1.87771 1.1937 1.57981 1.42099 1.56654 2.10484 1.75688 1.60724 1.22375 1.45063 1.80223 1.59043 1.51745 1.11137 1.86627 1.00028 1.2576 1.22387 1.00391 0.987353 1.9306 1.55025 2.05503 1.47099 1.63542 1.0168 1.08254 1.07572 1.78136 3.2017
threshold=11.848158554650002 23.606333875400001 23.151456684850004 357.36576196840008 25.763052016400003 187.45953903175004 86.420486603250012 16.395383075500003 15.710367070250003 61.767325547050007 101.23926781830001 57.729261435100007 28.372909273050002 230.41045806775003 117.67112391160002 103.82556453975 72.303392960300016 180.19381692845005 29.973557588500004 339.55821382900007 42.385947950200006 208.12573104970002 209.52161856205001 196.16582281515002 213.85098605320005 220.28141982375004 215.80505313260002 206.08249486475003 91.512426302350022 14.925348728400001
decision_type=2 2 2 2 2 2 2 2 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 19 4 5 -3 8 -7 -6 10 -10 12 -12 14 -9 16 -1 -17 -19 20 21 25 -23 24 -24 26 27 -2 29 -29
right_child=1 3 -4 -5 6 7 -8 13 9 -11 11 -13 -14 -15 -16 17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00025514108307568009 0.0003380814094917716 -0.0019494523595667585 0.00096339624084722296 -0.0019324164233163986 0.0016408848223837941 -0.0015820895577836112 0.0018122306291102753 -0.0020548965623973757 0.0013572497114839523 -0.0021209125613927153 -0.0022744900695975787 -0.0024392257728340222 0.00030845358062289388 0.00066251435902620341 0.00056950126562200945 -0.0020619353575712521 -0.0021078512308887669 0.00013139356768677004 -0.0020063799739428877 0.0011331244429648786 -0.0014337452425059139 -0.0024311044919077211 0.00016157528850333251 0.00030319980098455416 -0.0022373373996419791 -0.00084816346907182162 0.0011274879393929041 -0.00054619971141062922 -0.0016880567670652805 0.0011369399436399808
leaf_weight=3.008848033379766 118.44812707789242 3.0666693816892829 11.451169974170623 1.6104920733487222 1.7432232871651674 2.4592802734114221 2.6971162483096114 1.9062650837004165 3.2275309944525352 1.2455324917100359 1.004150191321967 1.212881395826116 6.7711395979858935 6.7819604254327714 2.2971943076699972 1.2012331435689692 2.6485123971942812 13.531048284145069 0.90078497619833875 4.3523595174774519 2.778240031329914 1.6665419144555915 2.129234103485941 9.5708200051449221 2.2441860870458186 3.0287070870399466 5.8305669492110601 11.921562803909188 2.5215904586948445 6.837007585912942
leaf_count=52 865 95 66 31 10 36 15 35 25 69 54 35 119 54 16 142 139 320 124 44 28 24 22 105 52 48 48 159 24 44
internal_value=0.000139898 0.000193989 0.000258284 -0.000132241 -4.79941e-05 -0.0004836 0.000353784 -0.000149247 9.50701e-05 -0.000105112 0.000100422 -0.000350888 -2.51241e-05 0.00017152 -0.000620661 -0.000415992 -0.00112249 -0.00016032 -2.03884e-06 0.000211156 0.000187124 0.000214549 -0.000373244 -0.0001273 -0.00106941 0.000276304 0.000299701 0.000265159 -0.000140736 6.72606e-05
internal_weight=240.094 218.804 182.78 36.0234 34.4129 16.5114 17.9016 13.4447 15.2045 13.4612 12.2157 8.98817 7.77529 10.9854 4.20346 21.2904 5.65736 15.6331 14.4318 171.329 166.977 164.198 15.6108 13.9442 4.37342 148.588 145.559 139.728 21.2802 18.7586
internal_count=2900 2123 1529 594 563 236 327 141 312 302 233 208 173 105 51 777 191 586 444 1463 1419 1391 203 179 74 1188 1140 1092 227 203
is_linear=0
shrinkage=0.00196078


Tree=521
num_leaves=31
num_cat=0
split_feature=6 6 5 13 4 13 16 6 6 0 17 4 3 16 12 16 17 10 3 16 5 6 17 3 5 18 6 16 7 5
split_gain=0.333451 1.14577 0.491982 0.99711 1.82927 1.29489 0.890115 0.573903 0.454684 0.837679 1.42466 1.41074 1.30875 1.60107 1.71264 0.997615 2.19418 1.81809 3.12733 2.28416 1.82865 1.45575 1.39243 1.69718 1.22066 1.74754 1.11823 1.01697 1.96237 1.21181
threshold=13.075305502400001 12.380289263450001 15.299679811400003 104.02719889955002 233.74578482015002 104.12129493415001 14.994964935250001 13.955326063950002 13.775321858200002 94.047642319350018 174.35320691475002 144.53986173305 84.968719212850019 17.844958270700005 86.269275643000014 19.214955067100004 173.06150329755005 66.697957758300021 89.227236891450005 19.974953289850003 18.092020786850004 14.655342419750001 167.56787829315002 89.125075482450015 19.915533535850003 14.445615684650003 15.675366252400002 20.784951395750003 22.620341628000002 19.500380888400006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -2 -6 -7 15 -11 -12 13 14 -13 16 21 18 -17 20 -19 -10 26 -24 -18 -26 -23 28 -20 -29
right_child=2 -3 3 5 7 8 -8 -9 9 10 11 12 -14 -15 -16 17 24 19 27 -21 -22 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00089608411276291457 -0.0042861830194018714 -0.034318826291930449 -0.051323004028820618 0.039378137439337331 0.013077846421348892 0.016049175859468721 0.036742732433208046 -0.029035545195369113 0.046382987862594358 0.047580832418431036 0.036407821418518463 0.010876801571538634 -0.042666838494169843 0.0018133505664685002 -0.055047479751791577 0.032110734116363594 0.041331672822796379 0.018257637121333641 -0.0013569769665297041 -0.051411875182703348 -0.026432092108415635 0.03295044243211602 -0.12913782895775269 -0.02706019626644289 0.033094183216166959 -0.032805440962364096 -0.043512043426178371 0.032206285203139881 -0.062001848692952 0.0010422200783399293
leaf_weight=26.139450356611636 1.8564049941487604 1.9953640191524744 1.8148059757659201 1.6608184948563565 2.3136754902661782 3.824968568282201 1.9698044434189794 0.78273641748819489 0.63258175551891183 0.78791880607604881 1.0488624721765507 1.05450968723744 2.4836106123984782 7.8842486566863954 2.1945048954803497 6.1808567345142356 4.5821918714791536 3.3435152769088727 3.4745228830724946 2.5213916096836329 3.2768249167129397 0.94830987928435229 0.39007159322500218 1.2002117364900184 1.8040787158533933 1.218589656287804 0.54400675829674583 2.321078620851039 1.3349096998572347 79.476206026156433
leaf_count=1152 33 76 43 10 46 58 14 37 3 3 6 7 70 116 41 42 31 16 70 37 29 18 3 64 36 17 123 12 10 677
internal_value=0.000964153 -0.00326648 0.00179695 0.00138326 -0.0174316 0.00207187 0.0168363 0.00243208 0.00160436 0.00117507 -0.00810983 -0.0111018 -0.0147613 -0.00853616 -0.0336509 0.00244206 0.0144155 0.00111231 0.00289452 -0.0169769 -0.00386214 -0.0123637 -0.0244192 -0.0520982 0.0274979 0.00652673 0.00507693 0.000809444 -0.0181896 0.00192653
internal_weight=171.061 28.1348 142.926 139.1 4.91122 134.189 3.82621 3.09641 132.528 128.703 15.4537 14.6657 13.6169 11.1333 3.24901 113.249 11.32 101.929 92.7876 9.14173 6.62034 3.71518 3.0826 1.59028 7.60486 3.02267 1.49232 86.6067 4.80943 81.7973
internal_count=2900 1228 1672 1625 126 1499 47 83 1489 1431 243 240 234 164 48 1188 295 893 811 82 45 211 208 67 84 53 141 769 80 689
is_linear=0
shrinkage=0.0425139


Tree=522
num_leaves=31
num_cat=0
split_feature=13 0 15 3 6 0 13 14 9 7 17 10 16 5 10 10 10 9 13 13 5 10 2 4 14 6 8 12 4 6
split_gain=1.73895 2.11633 1.79904 1.55821 1.60307 1.82116 1.73332 1.47176 1.39574 2.14153 1.45488 1.73853 3.43873 1.35269 1.348 2.74961 1.68107 2.01586 2.13702 1.17771 1.78316 1.26392 1.19649 1.09327 1.41846 2.13076 1.16268 1.07854 1.26233 1.34468
threshold=109.57886493895002 87.181320254150009 35.885292828950007 92.751805500450018 16.355382140900002 86.692020874450009 117.38883580790001 384.93581166080008 188.53841931785004 22.940014114900002 190.02287710315002 66.697957758300021 19.974953289850003 20.361635946650004 66.318885161900013 64.434276012450013 62.837331883000012 199.82130058355003 117.30011668960002 115.63864956495001 21.005083245250002 62.175971182900007 56.184788788300004 141.65724256140001 169.50964292540002 14.515339148550002 8.2435668022500028 94.472960382900013 178.01822304010003 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=2 3 23 -2 6 7 -5 13 -3 -10 -11 14 -13 -6 15 16 17 -12 -19 22 -21 -22 -15 -1 25 26 -25 -26 -29 -30
right_child=1 8 -4 4 5 -7 -8 -9 9 10 11 12 -14 19 -16 -17 -18 18 -20 20 21 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=0.0016922442442754819 -0.0011329488761417049 0.001628309493288755 -0.0019086975606125457 0.00039919349155405251 0.0013828321433604781 0.0013943574405204402 -0.0019848543172441531 -0.0013773598989893546 -0.0007655917429899759 0.0017039934044766971 0.0014933419628044874 0.0005339470446765371 -0.0018656850972660036 0.0022089426108162914 0.0015776477781647886 -0.00096285266985513538 0.0015145367967870382 -0.001172600495017803 0.00069835061161056897 -0.0010322198543487597 0.0002146200297739105 0.0016496431898415764 -0.001761613501821758 -0.0010939511264295365 0.0016161378589037334 -0.0025225785897120515 0.0009279928600904369 -0.0016547965500302523 -0.00016258609536666147 0.00035963092389849568
leaf_weight=1.373305495828389 3.6121941283345214 4.3779477253556243 1.8825581583660085 1.9965430153533805 3.3885078877210608 4.6156433001160613 2.5874567832797766 2.2620703283464527 4.5213757157325736 4.1676504686474791 4.2789114937186339 7.737938800826667 3.0873176455497742 0.32614377140998785 5.8256418108940116 3.7682039216160765 8.0158038437366468 3.9477085843682271 5.2646025568246841 4.1463424377143374 57.048305128118955 2.3619918217882505 2.0021119955927134 2.2154927053488782 1.5577908589621063 2.0541166397742927 1.9993821354582904 1.6657339055091132 47.770106650190428 29.457058432279155
leaf_count=6 25 22 55 23 15 18 38 52 25 18 20 36 40 1 32 26 39 24 27 27 481 10 107 40 19 35 13 28 1256 342
internal_value=0.000159073 0.000293591 -4.92478e-05 0.000102297 0.000157563 0.000224023 -0.000946492 0.00014851 0.000586994 0.000496925 0.000620767 0.000513089 -0.000150418 0.000198336 0.000744035 0.000551897 0.000817294 0.000403027 -0.000103399 0.000137417 0.000186609 0.000271673 -0.00120542 -9.51112e-06 -3.64604e-05 -0.000917197 -0.000134815 3.21696e-05 8.93151e-07 3.66052e-05
internal_weight=229.316 139.34 89.9755 84.3473 80.7351 76.1511 4.584 71.5355 54.9931 50.6152 46.0938 41.9261 10.8253 69.2734 31.1009 25.2752 21.507 13.4912 9.21231 65.8849 63.5566 59.4103 2.32826 88.093 86.7197 6.26899 4.21487 80.4507 78.8929 77.2272
internal_count=2900 1106 1794 797 772 711 61 693 309 287 262 244 76 641 168 136 110 71 51 626 518 491 108 1739 1733 88 53 1645 1626 1598
is_linear=0
shrinkage=0.00192234


Tree=523
num_leaves=31
num_cat=0
split_feature=6 0 15 17 10 13 16 17 10 0 3 18 18 5 10 3 5 2 2 8 0 5 3 14 16 13 15 5 17 2
split_gain=1.52363 2.45915 2.26954 2.57373 1.9514 1.91547 1.88043 1.84848 1.88283 5.68425 4.32232 2.86321 3.55286 2.59362 1.6769 1.83081 1.7274 1.46233 1.26032 1.19774 1.1654 1.43518 1.03828 2.09939 1.69131 1.64925 2.05897 2.04721 2.06479 1.99467
threshold=14.835346625500001 87.181320254150009 38.469938489650012 208.46089438445003 63.910026677050006 115.63864956495001 22.614947116400003 191.06791329340004 66.697957758300021 92.031298721500022 89.227236891450005 13.713893333650001 14.117867417450002 18.092020786850004 62.399113207700005 92.751805500450018 20.206488238950005 317.41815758785003 56.184788788300004 8.1436447804000007 86.530713386650021 21.005083245250002 84.146051024900018 161.53444867420004 18.714956236300004 109.51703040195001 30.807603489900004 18.310380701750002 166.83257850275001 67.628418476450022
decision_type=2 2 2 2 2 2 2 2 2 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 14 22 7 -3 10 -10 -9 -12 -13 -11 15 -2 -17 20 -6 -15 21 -18 24 -24 -1 26 27 29 -29 -25
right_child=1 6 3 -5 18 -7 -8 8 9 13 11 12 -14 19 -16 16 17 -19 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-9.5849874805545949e-06 -0.001429990280699642 0.0010583532763200458 -0.002567477480388599 0.00069816451079884607 0.00089710654936404162 0.0019016852572131277 0.0014046613355511084 0.001664706100588393 -0.0025963501302429994 0.0012968044816105558 0.0010426026482451068 -0.002077292138186148 0.0003924645957538039 0.00043636604591139897 0.0017366726478184596 0.0015609757767563147 -0.00100182313571611 -0.0014036536639932002 -0.0024055698441026925 -0.001365335577828547 0.0007593286718341393 0.00010183564921495761 -0.0022310403411366026 0.0016169112122879118 0.001130130137241363 0.00107529184819236 -0.0021519482245011528 -0.0021186966902164289 0.00075480141151199542 -0.001860480586315503
leaf_weight=56.182546900701709 2.9173075631260863 12.666285429149864 2.6608476415276519 1.3414497338235376 0.55487656593322698 1.93018946237862 8.5545299127697927 8.1522822603583354 3.2010752186179152 5.204187195748089 5.0781264156103125 4.0865997746586782 4.5477629601955414 2.3909037262201309 2.2811047306749961 2.9620536863803855 4.6785830967128268 2.4261022845748803 1.8524438866879789 3.1730457423254848 9.0670552402734739 62.776785213616677 2.1071641277521875 0.73856532946229236 5.2622778359800568 3.0889214109629384 2.2737754529807708 1.0587311494164149 7.2663375923875719 3.4900523815304041
leaf_count=1247 21 60 45 12 2 9 42 39 37 30 18 26 20 14 20 12 31 45 63 32 39 644 27 3 33 15 65 36 90 123
internal_value=0.000142008 0.000261799 -5.88798e-05 -0.00147293 6.30095e-05 8.98062e-06 0.00057369 0.000427122 0.000204 -0.000347282 0.00055621 -0.000102808 -0.000776459 0.000321304 0.000110193 6.64551e-05 0.000119752 6.56791e-05 -0.00164432 -0.00059112 0.000112264 2.52879e-05 -3.58623e-05 -0.00041602 8.80229e-05 -0.000202553 -0.00046876 -0.000163894 0.000389368 -0.00125312
internal_weight=233.972 146.571 87.4009 4.0023 89.5163 83.3986 57.0548 48.5003 35.834 13.9692 21.8648 13.7125 8.63436 10.7681 87.109 84.8279 81.9106 78.9485 2.40732 5.56395 76.5224 67.4554 81.4684 20.0235 61.4448 17.9164 14.8275 12.5537 8.32507 4.22862
internal_count=2900 1195 1705 57 877 1648 318 276 216 113 103 64 46 76 812 792 771 759 65 46 714 675 1639 359 1280 332 317 252 126 126
is_linear=0
shrinkage=0.00192234


Tree=524
num_leaves=31
num_cat=0
split_feature=16 6 15 13 13 0 10 2 9 10 5 19 6 9 5 15 14 9 15 5 18 13 7 2 15 18 10 16 0 2
split_gain=1.50423 1.38505 1.27137 1.28746 2.27522 1.09362 1.71974 2.30465 1.72584 2.92179 2.15299 1.51074 1.50351 1.44921 3.12103 1.57428 2.64969 1.37696 1.58551 4.19685 3.02631 1.51084 1.37025 1.71249 1.35655 1.25535 2.31772 2.07065 1.9225 1.9381
threshold=18.594956516900002 15.675366252400002 32.540328261750005 108.61908538635001 107.97116697695002 87.181320254150009 64.434276012450013 215.60007756200005 197.89372115420002 62.837331883000012 21.893521430150003 14.451165964200003 16.355382140900002 202.80137809380003 30.133297129900004 41.657300687350009 168.39662374755002 214.57164835430004 30.416602988400005 19.812684199800003 14.777583298400002 112.36141910395001 23.699538637550003 230.85046959140001 25.251887604400004 13.3584252364 61.928633034850002 22.584947186600004 86.001087134900004 125.31286365695001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 12 8 11 -7 10 -10 17 -2 22 15 16 -15 18 -8 20 -20 -21 23 25 -25 28 -27 -28 29 -14
right_child=5 -3 -4 -5 -6 6 7 -9 9 -11 -12 -13 13 14 -16 -17 -18 -19 19 21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-5.1879951969948348e-07 -0.0010332089760450498 -0.0015104596095525983 -0.0022224766561823829 0.0011247469879728214 -0.002430794359146558 0.002223513964741288 0.00082748233130522733 -0.0012992103823241037 -0.0012655634931082961 0.0016468212438754811 0.00072144840631852176 -0.00091756843991178561 0.00055930965930646892 0.00015163835228354286 0.0016122221992004343 -0.00012403013723029911 -0.0027731270257010769 0.0016046086130465389 -0.0023063043718667504 -0.0004166033327240139 0.00068372862934218588 0.0012273432541481033 0.001351277725974873 0.00083932937299375967 -0.0019364260001584451 0.00098397941903932565 3.6995902064333496e-05 -0.0022652998466872543 0.0010818402121051728 -0.0005592384274039603
leaf_weight=63.77698956837412 4.6811017103027543 2.8633579172892487 1.1343473478918884 4.2303126985207191 1.7274385979399074 3.8810065984725979 16.896191123872995 3.8531126156449309 3.9358291774988192 7.7546446770429602 6.0259259436279535 3.55305391550064 19.241408995352689 2.178972087800501 2.6885547563433638 5.856116158189252 3.5649634897708893 4.4153518062084904 4.6564146578311947 3.5446626823395473 2.1650761384516954 7.8374348729848862 5.1672941586002699 1.079456981737166 2.6701757311820984 3.8063294291496259 3.612380612641573 3.2311284728348255 15.107547264546154 10.428829854587091
leaf_count=1463 51 197 66 29 34 18 108 50 25 39 32 23 112 13 12 49 50 24 52 30 16 37 26 9 54 21 22 27 68 143
internal_value=0.000159142 -8.57174e-05 -2.81528e-05 7.54138e-06 -6.46084e-05 0.00027805 0.000473595 0.000249008 0.00096152 0.000685064 -6.3608e-05 0.000387519 0.000117231 0.000185718 -0.000416238 -0.000886377 -0.00166361 0.000504868 0.000366527 -6.1322e-05 -0.0013573 0.000715378 0.000319391 0.000229287 -0.00113733 0.000321738 -0.000323055 -0.00105002 0.000475094 0.00016615
internal_weight=225.565 73.7324 70.8691 69.7347 65.5044 151.833 68.5187 46.9213 21.5974 17.7164 9.96176 43.0682 83.3143 78.6332 14.2886 11.6001 5.74394 39.5151 35.0998 18.2036 6.82149 11.3821 64.3446 59.1773 3.74963 55.4276 10.6498 6.84351 44.7778 29.6702
internal_count=2900 1789 1592 1526 1497 1111 454 340 114 96 57 290 657 606 124 112 63 267 243 135 68 67 482 456 63 393 70 49 323 255
is_linear=0
shrinkage=0.0020895


Tree=525
num_leaves=31
num_cat=0
split_feature=13 13 0 3 5 17 16 10 4 9 12 6 14 2 15 13 16 5 16 8 18 15 5 19 2 15 13 13 16 8
split_gain=1.97564 2.21729 2.06706 1.5404 1.66329 1.75609 1.64154 1.55459 2.71753 1.41387 1.77872 1.4701 2.85978 3.63555 2.08904 2.22008 1.3226 1.30332 1.38013 2.316 2.29356 1.29518 1.73651 1.26063 1.68429 1.21443 1.50653 2.38122 1.76128 1.28754
threshold=109.41218053485001 108.84491586935002 87.181320254150009 92.751805500450018 23.606333875400001 197.22366780595004 22.554947256700004 61.917879202350001 290.16639908380006 188.53841931785004 93.660658182900008 15.925372093750001 313.29527657100004 339.55821382900007 28.566186095050004 113.96105169155001 19.974953289850003 20.410615048800004 22.624947093000003 8.4434108459500017 12.933745112000002 43.376643616500012 28.372909273050002 14.251149826300002 164.41964690330002 35.885292828950007 108.36905878025001 107.97116697695002 18.714956236300004 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=1 25 3 -2 5 6 -5 21 -9 -4 -11 12 14 -14 -12 16 -16 -8 19 -19 -20 22 -6 -13 -25 26 27 28 -1 -29
right_child=2 -3 9 4 7 -7 17 8 -10 10 11 23 13 -15 15 -17 -18 18 20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-5.0635742858720493e-05 -0.001140616639661676 -0.001630973780701109 0.0016130249051801819 0.0012330878432439529 -0.0016133232238906992 -0.00072053139282373638 0.0013314621986218627 -0.0024311353547070359 -0.00017550553512492539 -0.00064794458122267146 0.0018139502791141935 0.001568645276952644 -0.001870624454670435 0.0011298896121740769 0.0003612137429980416 0.0013434349761654544 -0.00086681173410780373 -0.0013672927018690557 -0.00065227510133910617 0.00029244427754288705 0.00080896610865862522 0.00076032533176944954 0.00013702674474246984 -0.00027660650831773392 0.0010928719730562456 -0.0019034879721788324 0.001075948554319096 0.00023413110383070529 0.0011971753360967619 -0.0022280134141517628
leaf_weight=62.779762269114144 3.5482374615967265 3.2626865101046851 4.3788985684514037 8.4359594150446338 2.8115219647879774 5.1283345334231845 4.0690087135881177 2.8638241877779347 6.3508336949162185 4.7431213967502108 4.3773590028286042 7.968166813254359 4.257362686097621 2.2975485492497683 9.5501434970647114 5.9039443880319586 4.9057945050299159 4.8399038072675458 5.1446168757975128 8.676479794085024 17.376606207340956 6.7405455801635972 8.2133097653277201 5.0762708634138098 9.584965914487837 1.2355806920677412 4.6659862259402862 1.099464584141969 4.4783198069781056 2.7429226906970143
leaf_count=1515 25 66 22 43 82 34 18 102 93 27 18 37 44 17 46 26 32 33 36 44 84 47 165 28 49 29 36 18 33 51
internal_value=0.000163835 -7.87933e-05 0.000296095 9.90094e-05 0.000153547 0.000349278 0.0004623 -0.000235819 -0.000876533 0.000559318 0.000480666 0.000579943 0.000310019 -0.00081892 0.000609167 0.00035014 -5.55313e-05 0.000300173 0.00018373 -0.000301869 0.000475169 9.65111e-05 -0.000309343 0.000953195 0.000618707 -1.30252e-05 1.7804e-05 -5.1637e-05 3.24487e-05 -0.00152349
internal_weight=227.507 80.2647 147.243 84.1992 80.6509 53.6709 48.5426 26.98 9.21466 63.0436 58.6647 53.9216 31.2922 6.55491 24.7372 20.3599 14.4559 40.1066 36.0376 13.5164 22.5212 17.7654 11.0248 22.6294 14.6612 77.002 75.7665 71.1005 67.2581 3.84239
internal_count=2900 1748 1152 806 781 292 258 489 195 346 324 297 183 61 122 104 78 215 197 77 120 294 247 114 77 1682 1653 1617 1548 69
is_linear=0
shrinkage=0.00192234


Tree=526
num_leaves=31
num_cat=0
split_feature=13 8 10 7 9 18 0 9 10 19 9 9 15 18 0 3 3 6 9 0 5 6 9 12 10 9 17 2 10 3
split_gain=0.327337 0.750886 0.599018 1.03129 0.770676 0.532244 0.549619 0.96384 0.777655 1.24859 0.793014 1.13718 0.600229 0.531872 0.787659 0.939988 0.834411 0.613128 1.67898 1.67073 1.82323 1.76458 1.33748 1.10588 1.73309 1.58932 1.25723 1.23976 0.946544 0.882532
threshold=95.870416931800023 2.9476996444500005 82.204984254750016 21.061418062900003 58.059373288650008 17.327266398450003 98.615332683000005 210.70699256735003 81.524804347700012 11.850956171350001 191.87997069285004 207.97320095065001 24.673905035600004 15.312071772700003 96.249489528150022 84.624596572150026 81.796338618900009 14.835346625500001 203.83507631320003 93.262612545250008 18.228105795950004 15.185354803400001 215.80505313260002 130.74068757200004 72.026481772850005 199.21354841250005 166.83257850275001 58.396949525950006 70.026268923800004 89.227236891450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 13 8 9 -8 -11 -12 -9 17 15 -15 -16 18 23 21 -21 -19 -20 24 28 27 -25 -26 -2 -23
right_child=5 -3 4 -5 -6 -7 7 12 -10 10 11 -13 -14 14 16 -17 -18 19 22 20 -22 29 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.022412478647298752 -0.0038624735078023088 -0.031874936149200249 0.00066347780478290274 -0.036851040777095355 0.047438322901104328 0.018840789940115142 0.032416400227797279 -0.052536196340891732 -0.039873237835611849 0.015060751855347984 -0.044805020237980497 0.011453242160337138 -0.0032243044934700408 -0.050192129165633495 -0.0017191592195059098 0.0080863511555588543 0.027861757318592698 -0.026911974789925318 -0.036484656803233491 0.04204103739520032 -0.00094809236630599431 0.015788463566097116 0.0053757132717261328 -0.051111159388910733 0.015961857450757469 0.029925236032552874 0.014333490861570479 -0.060735286705680347 -0.054871104680360064 0.00098712299913580057
leaf_weight=0.87702732812613104 1.1618647905997996 1.9508096938807273 5.0780340638302732 1.9023519814945755 0.83910332154482592 3.6046155644580713 2.142929418012498 1.4403069233521821 0.9528920903103425 1.7763757664943112 1.882793069817126 1.2043898783158509 0.776767904520966 0.8287215848686168 2.9395870100706798 1.7833239050232803 5.7875336539000273 4.3989654056495047 5.0198268641252062 4.4145087562501413 3.7134085558354855 9.0786465629935247 2.2642037677578628 0.63470528111793001 0.78642022237181641 2.5661550760269165 11.003558222902937 0.95293794211465865 2.0664638001471758 88.656454382595257
leaf_count=14 18 260 375 118 6 54 25 53 46 47 64 22 26 28 40 33 53 44 93 25 34 77 30 26 5 13 207 35 39 990
internal_value=0.00115605 -0.00652318 -0.000836252 -0.0181506 0.00729657 0.00166127 0.00126992 -0.0088943 -0.00155033 0.00366163 -0.00900798 -0.0228572 -0.0352594 0.00196853 0.0113785 -0.0104036 0.0178979 0.00118809 -0.00499333 0.00267125 0.0224006 0.00110118 -0.0234726 0.00202746 -0.0114693 0.0073089 0.0107644 -0.026058 -0.0365133 0.00236202
internal_weight=172.486 10.6473 8.69652 2.77938 5.91714 161.838 158.234 10.1765 7.95938 7.00649 4.86356 3.08718 2.21707 148.057 11.3392 2.61205 8.72712 136.718 26.4561 110.262 8.12792 102.134 7.28403 19.1721 7.53384 4.30551 11.6383 1.73936 3.22833 97.7351
internal_count=2900 773 513 132 381 2127 2073 283 204 158 133 86 79 1790 154 61 93 1636 466 1170 59 1111 123 343 110 53 233 40 57 1067
is_linear=0
shrinkage=0.0452143


Tree=527
num_leaves=31
num_cat=0
split_feature=9 19 3 18 12 12 17 9 9 2 4 5 17 8 9 8 8 18 18 7 0 10 16 6 3 4 6 16 15 15
split_gain=0.381042 0.29738 0.524387 0.497451 0.369095 0.409858 0.767044 0.962125 0.735537 0.878824 0.729107 1.65883 0.876173 0.669314 1.51718 1.35866 0.668788 0.668311 1.44247 0.558827 1.11064 1.10895 0.829306 1.24535 0.712088 0.568658 1.73385 1.54614 1.38091 1.92887
threshold=20.252602603300002 14.651182102100002 92.913112988300014 13.373311100250001 58.770113158150004 92.695913642950003 185.45203303005005 201.2906445504 192.53043113735001 54.14718269210001 163.60960442095003 20.361635946650004 166.83257850275001 8.9430209551500024 226.28914430085004 9.6424751081000029 8.7431769115000026 14.047116609550001 14.972610129150002 19.041006859700005 84.280473931450004 61.614083433650009 22.764946765650006 16.575387281250006 108.3367972827 241.03469907380003 16.525386113000007 22.654947022900004 39.104631750950013 31.385732506450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 7 8 9 -6 11 -7 -12 16 15 -15 19 -8 -19 24 21 -21 23 25 -14 28 27 -27 29 -22
right_child=1 2 3 -5 5 10 17 -9 -10 -11 12 -13 13 14 -16 -17 -18 18 -20 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.040372197279812547 0.020873179199814969 0.024216188927820192 0.01329457423637901 -0.010817375074200589 0.028504718251562193 0.0362520050337449 -0.0046295151032770222 0.030557083619611621 -0.023993684267398202 -0.015079635842539687 -0.020238174773873002 -0.0053284376919290246 0.029874044877324799 -0.047881359921404583 0.020165182687536719 0.002240054463430913 0.014062702460182304 -0.054947005475702228 0.0018361742435213661 -0.050602987059351436 0.0087930324114132308 0.0059174292807730195 0.025945757062961424 -0.024350202445155355 -0.0052918004967554815 -0.0019405884041690565 -0.032732234403866439 0.01829651533375215 0.017020682424800156 -0.008814705443720804
leaf_weight=0.343582500674528 1.3765406440943468 2.3027674593031398 2.7580059356987476 2.5227024341002107 1.4705053078941985 2.8290540864691129 3.5549633875489235 1.5225636292598208 1.9267567293718455 1.3818509232951326 3.074076040822546 3.0923653203062713 2.2282329723238941 2.0466768480837341 1.4659509503981096 1.4041924535995347 6.1870453951414666 1.5841523557901385 1.2189892933238295 1.2912680637673468 21.465001461358042 0.91213894495740522 2.0031416229903689 3.0302339126355937 1.4727623656508511 59.099315388011746 2.5822390479734159 6.4477038679178795 10.427627695258705 17.302981560118496
leaf_count=108 10 13 25 23 13 17 23 25 20 33 262 27 23 42 20 19 55 24 22 75 359 35 13 24 32 1251 37 69 64 137
internal_value=0.000911071 0.000994517 0.00858996 0.0017758 0.000639834 0.000466864 -0.00631056 0.00339174 -0.00526279 0.00738987 0.00104518 0.0145373 0.000484301 0.000941386 -0.0132791 -0.0274865 0.00146143 -0.0159267 -0.030254 0.000853578 0.000407103 -0.0272054 0.000904344 0.000487565 0.0158803 0.00112907 -0.00119243 5.00872e-05 0.00434403 0.000934322
internal_weight=170.325 169.982 7.58348 5.28071 162.398 161.022 12.6598 6.30168 4.77911 2.85236 148.362 5.92142 142.441 139.367 4.91682 3.45087 134.45 6.35811 2.80314 128.263 124.562 2.20341 122.358 120.355 3.701 117.325 68.1293 65.547 49.1956 38.768
internal_count=2900 2792 61 48 2731 2721 160 91 66 46 2561 44 2517 2255 81 61 2174 69 46 2119 2064 110 1954 1941 55 1917 1357 1320 560 496
is_linear=0
shrinkage=0.0392411


Tree=528
num_leaves=31
num_cat=0
split_feature=15 13 2 15 17 6 13 17 9 6 4 10 10 0 17 7 5 17 15 17 8 0 6 8 9 13 10 0 18 13
split_gain=0.290955 1.02793 0.556568 0.43198 1.35583 2.98003 0.652943 0.894894 0.85181 0.571813 1.1113 2.59616 1.08239 2.06967 1.66742 1.02826 2.92603 0.998274 1.8024 1.32323 1.09672 1.60782 1.13723 1.14117 0.993141 0.934069 1.14411 2.01357 2.40592 1.57498
threshold=46.574831689400007 117.61735474900001 248.59864686230003 42.80317728375001 203.93111730270002 16.395383075500003 117.69263157665002 193.63201810280003 195.74493321760002 16.455384477450004 281.32428032805007 61.960894532450006 64.654729579150015 88.576630023850015 181.49225329600003 23.031046061850002 22.120912517600004 188.07781354100004 37.576156502300009 190.14686213645004 8.3434888241000014 85.694602908050015 16.525386113000007 5.9453602998000008 71.82068887245002 117.68187774410002 62.116825104000007 86.135510041400025 13.075178189100003 117.38883580790001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 8 -7 25 12 -12 13 15 -14 17 -17 18 20 -19 21 22 -11 24 -24 26 27 28 -1 -28
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 11 -13 14 -15 -16 16 -18 19 -20 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.010847588537926722 -0.033362655106069394 -0.014773125395991077 0.016653389729571845 -0.038254280874285763 0.034818580783310994 4.3239480859868061e-06 0.025576599013763471 -0.015951650457389884 0.031838751661933076 -0.05859871647166217 0.0041274159543329362 -0.052361980949522727 0.010925836884968808 0.044827667051971845 -0.059211765940927696 -0.046780335268024567 0.0093634740964920176 0.027782801691425617 -0.029867786150330936 -0.0008294745790852708 0.018266063318361943 -0.058760583607636099 0.013467708085273904 0.045062894180230434 -0.040979141991413892 -0.03264024866684187 0.001691582148943359 0.025265512357884812 -0.046638867347054254 -0.02741711193758533
leaf_weight=4.12726931949146 1.7651103037060227 1.5341036345344039 2.1894747619517148 2.3771778871305314 2.4434581976383916 3.1735691637732071 3.4362623151391745 2.3583058319054544 2.335569703951478 0.44280088413507668 2.9542245511402134 2.3289212614181451 0.97437774203717653 1.6281028240919102 1.2242902381112797 2.737258728593587 3.2502138088457286 4.5055105295032245 3.4682436315342775 6.0768653452396393 4.4378808028995991 0.86455048620700825 1.5232129234937026 1.0148568451404569 0.82763258978957299 1.2356543093919743 90.326448986554169 8.5050361210014653 1.6238630246371029 3.076704964041709
leaf_count=53 76 36 20 34 20 34 27 22 17 8 59 40 30 6 15 27 21 23 35 41 32 7 43 4 137 10 1936 45 21 21
internal_value=0.000845432 -0.00821509 0.00370576 0.00115001 0.00736681 0.00246381 0.0110269 0.00467197 0.0135004 0.000468803 -0.00373878 -0.0207743 -0.00100947 0.000927905 -0.0281291 -0.00152409 -0.0163035 0.00229651 -0.00532183 0.0113524 0.00402203 -0.00950517 0.00167607 0.00960599 -0.00570071 0.00194709 0.00234406 0.0129011 -0.00538402 0.00073274
internal_weight=168.767 5.48869 3.72358 163.278 16.1243 13.6809 11.3037 7.86744 5.50914 147.154 38.2589 5.28315 32.9758 30.7771 2.19867 29.149 5.98747 23.1616 12.5792 10.5824 9.11093 4.67305 3.8085 3.3657 2.35085 108.895 107.659 14.2562 5.75113 93.4032
internal_count=2900 132 56 2768 154 134 100 73 51 2614 528 99 429 384 45 378 48 330 266 64 231 199 192 184 180 2086 2076 119 74 1957
is_linear=0
shrinkage=0.0400087


Tree=529
num_leaves=31
num_cat=0
split_feature=6 6 0 10 0 15 3 9 9 15 15 16 10 16 3 13 5 0 7 10 10 6 12 15 16 16 0 9 7 7
split_gain=1.58044 1.60955 1.14526 1.80132 1.58526 2.10159 2.29419 2.14128 1.86315 1.84298 1.55493 1.51644 2.1182 3.30294 2.89867 1.82754 1.81589 1.23833 1.21269 1.52331 1.60269 1.19183 1.12826 1.90192 2.51008 2.52652 2.49755 1.55497 2.44544 1.39659
threshold=13.665319288000001 13.775321858200002 85.716110573100011 62.00390986255001 93.972365491700018 29.049007317550004 82.753429713350016 206.08249486475003 202.89977928865002 18.737875933500003 23.969938375100003 19.214955067100004 66.697957758300021 19.974953289850003 89.227236891450005 113.92610173585001 18.092020786850004 85.678472159250006 24.976928324600003 70.284360904350009 71.787208999250012 15.185354803400001 133.01805689090003 38.842471172100005 22.614947116400003 22.554947256700004 86.780739992750014 201.63419974125003 23.124786352450005 22.862300195000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 7 -7 8 10 -9 -6 21 14 16 -13 -16 -14 -5 -8 -20 -21 -4 -17 24 25 -24 27 28 29 -25
right_child=1 2 4 17 5 6 18 9 -10 -11 -12 12 13 -15 15 22 -18 -19 19 20 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018720663095010042 0.0015347157134460098 6.7614145321628991e-05 0.0018254629301936401 -0.0021874541139196794 -0.001214128015731174 0.0012540118806920967 -0.0027716378252457749 0.0013234696589989805 0.0020307028285142994 -0.0016008264033612388 0.00082763455219031718 0.0017762108539895599 0.0011922088953332116 -0.002711557766342174 -0.0014462931816090104 0.00082608892411803188 -0.0010424323045379986 6.506834540096363e-05 0.0014591818897618314 -0.002748249213569769 0.0010576646981322964 0.00022094775505671559 -0.00030355239355425945 0.00029032530495789875 0.00057057633634598247 -0.0027075101667830689 0.0012117788115226904 -0.0010540182071142427 0.0011694509938074587 -0.0013714625938657909
leaf_weight=53.443658425705507 4.6870955415070048 27.840253798931371 6.3940803608857077 3.2774431457510209 2.7042688503861481 1.6315554119646529 2.8834072630852461 1.4119650423526753 3.9103532657027236 4.3219406502321362 5.7763473149389029 7.4627605117857447 3.8766207471489889 2.731899082660675 2.7670471891760817 21.375807397067547 3.3454813417047262 1.9062410420738158 1.0220448356121781 2.0145096750929956 0.74974616011604656 3.5584016521461308 6.0533460583537835 5.9479927697684669 7.3748982995748511 3.3558369241654873 14.864974256604908 4.9612765265628687 9.2276539001613838 4.3050063126720488
leaf_count=1334 34 422 42 130 21 13 67 10 17 61 39 42 16 37 16 97 26 17 6 59 13 30 40 44 37 25 73 45 47 40
internal_value=0.000146524 0.000250377 0.000214342 -0.000156336 0.000305675 -0.000182004 -0.001108 0.000242107 0.000761695 -0.000880723 0.000176565 0.000425443 0.000341223 -0.000630239 0.000451489 0.000328273 0.00015706 -0.00135911 -0.0016858 -0.000858898 -0.00171598 0.00125179 0.000391659 0.000226101 -0.000400113 -0.00116094 0.000493495 5.66531e-05 0.000339516 -0.000407422
internal_weight=225.184 171.74 167.053 33.0239 134.029 26.4261 8.30126 18.1249 12.391 5.73391 8.48062 107.603 97.6506 9.954 87.6966 80.2338 7.2221 5.18368 6.66971 3.7863 2.76426 9.95248 77.4668 56.091 16.7841 9.40918 39.3069 24.4419 19.4807 10.253
internal_count=2900 1566 1532 569 963 306 158 148 77 71 60 657 585 79 506 464 42 147 145 78 72 72 448 351 102 65 249 176 131 84
is_linear=0
shrinkage=0.00222222


Tree=530
num_leaves=31
num_cat=0
split_feature=6 6 0 3 15 3 9 10 9 7 10 13 16 10 3 0 5 10 0 10 5 5 9 0 9 19 10 18 18 18
split_gain=1.90401 2.47478 1.46336 1.99009 1.85223 2.38007 2.28516 1.77027 1.74988 1.37121 1.62532 1.5717 1.34549 2.43816 2.9693 2.82574 1.79615 1.30823 1.23947 1.14735 1.51385 1.54701 2.24912 1.11499 1.81646 1.99417 1.74541 1.31054 2.92534 2.37961
threshold=13.665319288000001 13.775321858200002 93.972365491700018 93.883646373400012 29.049007317550004 82.753429713350016 206.08249486475003 62.00390986255001 202.89977928865002 24.976928324600003 70.284360904350009 107.89051323300002 19.214955067100004 66.697957758300021 89.227236891450005 92.031298721500022 18.092020786850004 76.919475570250015 85.678472159250006 65.630639880500027 20.206488238950005 21.197160116700001 197.19111486365003 87.181320254150009 201.63419974125003 14.551174033150001 61.971648364950006 13.601370067700001 13.3584252364 13.24392582145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 12 6 -6 8 -5 -4 -7 -11 -12 -3 14 -14 -15 -17 -8 -9 20 -16 22 -22 24 27 26 -26 28 29 -23
right_child=1 2 4 7 5 9 17 18 -10 10 11 -13 13 15 19 16 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00015933636398834163 0.0014598482003940975 0.0010318292231930204 0.00011644546211102787 4.767799688385087e-05 0.001079217111371134 -0.0023345361314176596 -0.0015813894562904461 -0.0018427039346740636 0.0016417109104156467 0.0012567572276778924 0.00082052786244926818 -0.002264140879846074 0.0015061357106289203 -0.0023032075748685831 0.0011342262997609907 0.00088645120155617118 -0.0009475741941505734 0.00021326635420916261 0.00010053844681124228 -0.00063294820570827782 0.00035744761154261949 0.00018730644983989275 -0.0012047754792748418 0.00088140152136464089 0.00023002285439537671 0.00064080077431023774 -0.0019415718083214432 0.0012942972749215133 -0.00081470431943488021 0.0015329718267713074
leaf_weight=57.169464653299656 5.4114768058061591 10.045303522143511 8.3267081510275656 27.689112759253476 1.6456995587795953 2.9929101541638374 3.32507025822997 3.1736165665788567 3.7129335589706889 1.0790208168327811 0.77979980222880874 2.0368799930438399 7.8121796250343314 2.3862954881042224 7.807680018246173 3.8258408904075623 3.4823540933430195 2.378711735829711 1.7321910844184456 4.1570735722780219 7.47509717941284 13.37629138259218 5.4328141063451767 13.084419216960667 1.9681706670671681 3.3711511567234993 3.5295539870858192 5.4290373995900145 6.1801383458077899 6.7503322726115575
leaf_count=1334 34 72 60 420 13 67 50 130 17 6 13 59 42 32 39 18 29 21 15 22 39 94 38 69 13 19 39 23 45 28
internal_value=0.000132446 0.00023034 0.000190013 0.000265752 -0.000209783 -0.000917105 0.000130428 -0.000133571 0.000586826 -0.00139403 -0.000671476 -0.00141015 0.000388412 0.000321134 0.000419749 -0.000557482 1.25383e-05 -0.000832944 -0.00115656 0.000311718 0.000364498 0.000274257 -0.000300077 0.000412338 0.000261187 -0.000478068 -0.00116415 0.000467779 0.000297207 0.000638633
internal_weight=227.567 170.398 164.986 138.709 26.2777 8.53431 17.7434 32.5949 12.0396 6.88861 3.8957 2.81668 106.114 96.0684 86.3739 9.69449 7.30819 5.70378 4.90581 78.5618 74.4047 66.597 12.9079 53.6891 40.6047 8.86888 5.49772 31.7358 26.3068 20.1266
internal_count=2900 1566 1532 1226 306 158 148 565 77 145 78 72 661 589 510 79 47 71 145 468 446 407 77 330 261 71 52 190 167 122
is_linear=0
shrinkage=0.00184769


Tree=531
num_leaves=31
num_cat=0
split_feature=6 6 10 3 19 17 17 12 17 18 7 16 10 13 16 12 13 9 9 15 16 7 18 19 15 0 5 0 3 9
split_gain=0.322735 1.07579 0.599376 0.711189 1.01593 0.731087 0.939401 0.577773 0.545376 1.17425 0.989117 1.05216 0.882492 0.807135 0.67473 0.625449 0.75811 0.593212 0.628869 0.538209 1.06662 0.537385 0.532135 0.815565 0.581968 0.514435 1.21615 0.827774 1.29698 1.27026
threshold=13.665319288000001 13.775321858200002 78.220689305400015 81.968399939250006 13.351077205700003 212.86611723275004 195.76335783930003 219.23896387120001 201.37020668845003 17.108018746400003 26.302865891850004 17.924958083650004 78.494912034700022 99.19872809730002 14.184966829400002 176.04981466085005 98.238948544700023 210.97856947250003 210.39795333110001 21.274833872300004 15.604963508800003 27.952168727600004 14.385463547100001 12.751028791950002 16.522436993950006 93.972365491700018 19.385335982600001 87.181320254150009 92.751805500450018 188.53841931785004
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 6 22 -8 12 -10 -11 17 -4 14 15 16 -14 18 21 20 -1 -12 23 24 -5 27 -27 28 -3 -29
right_child=1 25 8 5 -6 -7 7 -9 9 10 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.039091288074106278 0.021732148139997284 -0.023709657896267514 0.02917123746366539 0.0042030558276696158 0.0069941195660581795 0.025353463063146474 -0.0034376947334259951 -0.044221285273260622 -0.037641745056651583 0.028228835553959941 0.0021552234606174604 0.035565347203304176 -0.038315692582326699 -0.042054090573428266 0.020000105825594527 0.0043806742925723676 0.013638477530339461 -0.037784977248052909 0.040754660921511462 -0.038292337349644191 0.023818133444017422 -0.036875096076768185 0.022000255340431416 0.0077203052952435503 -0.032979860336539962 -0.0014568519742763871 -0.032161708678378816 0.027418556445533017 0.00057779217888350375 0.0041129903532336077
leaf_weight=0.74686187307815932 3.2624952699989072 2.9106205155840135 1.8129300717264438 0.82080643417429966 1.4523387113586066 1.0990337885450561 0.72970513382460911 1.1085743922740219 1.2419021491659794 1.2661798286717383 1.1302369448822003 0.59293380845338095 1.0540484570374209 0.49551669403445053 2.6234092535451055 5.8685951367369853 0.53710175678133953 1.0642305799410676 0.31952711939811695 2.3825265854829922 0.62894032895565033 0.73913068562978868 1.2148439530865287 3.1805696336668916 1.522076344117522 18.711116720922295 1.790501863870303 3.1972931982018045 64.728392763689044 40.377399943303317
leaf_count=39 34 26 30 34 26 11 20 28 84 20 44 6 164 22 46 278 9 83 1 111 8 115 37 53 65 231 75 30 875 295
internal_value=0.000765057 0.00154235 -0.0023545 -0.00768649 -0.0182875 -0.00197744 -0.00547972 -0.0280322 0.0018797 -0.00659822 0.000943103 -0.00803977 0.00622699 0.0022949 0.00447435 -0.000985683 -0.0207783 -0.0159875 -0.00538965 -0.0280572 -0.0103326 -0.013277 0.000672852 -0.00401796 -0.0199532 0.00104226 -0.00413845 0.0019973 -0.000467338 0.00582304
internal_weight=168.61 134.978 33.632 14.8863 5.21067 9.67561 8.57658 1.83828 18.7457 6.35414 5.11224 3.84606 12.3916 10.5787 10.0832 7.45975 1.59115 3.25313 2.18889 3.75833 1.3758 1.86937 6.7383 5.52345 2.34288 131.715 20.5016 111.214 67.639 43.5747
internal_count=2900 1566 1334 432 184 248 237 48 902 353 269 249 549 519 497 451 173 243 160 158 47 159 189 152 99 1532 306 1226 901 325
is_linear=0
shrinkage=0.0355924


Tree=532
num_leaves=31
num_cat=0
split_feature=16 16 16 13 10 5 5 9 2 13 8 8 5 0 6 2 15 9 3 0 10 0 15 16 6 9 7 5 13 7
split_gain=1.69937 4.09504 2.30342 3.22955 2.52116 2.23285 1.89903 4.25753 1.82538 1.66307 1.56217 1.49541 1.90854 1.82722 2.53851 2.59285 2.32831 3.08466 1.45595 2.29288 1.63688 2.63831 1.41217 1.59578 1.43326 1.41003 2.74407 1.39547 3.76282 1.51579
threshold=20.394952307700002 19.974953289850003 20.674951653000004 113.85351336640001 62.837331883000012 20.206488238950005 21.042547594650003 197.19111486365003 325.75432260090003 115.63864956495001 2.8477776226000002 8.543332867800002 21.850554661550003 86.280686780500005 16.395383075500003 114.43237721760001 41.403124198950003 186.67271206880002 93.458869988800004 85.901614184050018 61.923256118600001 85.678472159250006 38.567335632300008 18.594956516900002 15.675366252400002 192.79514127745003 22.940014114900002 30.133297129900004 117.68187774410002 22.726915405250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 -4 5 -5 7 -7 22 25 -10 13 -13 14 -8 -16 17 -17 -18 20 -20 -22 23 24 -1 -6 -27 28 29 -14
right_child=2 -3 3 4 9 6 11 -9 10 -11 -12 12 27 -15 15 16 18 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.1064670857041394e-05 0.0013878826743226895 -0.0022330224072129065 -0.0014967491668536749 0.0014359584045630556 0.0013531715900346459 9.4923421706762391e-05 -0.0015723952226059977 -0.0026806602969329332 -0.00014211925596600597 0.0016582658592787852 -0.0021577935381701702 -0.0018024417007640647 0.0015851844009125791 0.00078610184355273405 0.0011549429351053241 0.00038651642254141228 0.0015173300267005809 -0.0029825544803001643 0.0011510735346812039 -0.0020435336531203865 -0.0024461149307407992 0.00066939702521716404 -0.0018823604149375123 0.00048814886434555226 -0.0014492317260036273 -0.0012788558287100487 0.00092299737565717263 0.0012850313716998533 -0.0014947633427821051 9.0034240447280795e-06
leaf_weight=65.994430101767648 6.7746735359542063 3.038755257613956 3.8490526545792809 4.7543903999030581 4.7140489816665676 7.0671142414212209 3.1660864495206651 2.8722749818116426 3.2626298920949912 7.0548059567809096 2.516946857678704 2.4958751983940628 2.947741989977664 22.248823095113039 8.0316780041903275 1.8492476716637636 2.58656471222639 2.1978152841329575 4.3526800200343114 1.8365865685045708 1.6301247500814495 2.6169531010091305 1.3220156102906901 29.922531841788441 2.5808400734094894 3.4691755771636945 5.2672683820128441 2.6309748883359125 5.7838767273351541 9.5896498868241888
leaf_count=1428 43 33 36 25 20 38 33 26 89 33 93 21 19 103 33 24 9 19 25 20 43 24 32 234 190 22 27 14 62 82
internal_value=0.000141225 -3.28819e-05 0.000299127 0.00023386 0.00029488 0.000154385 8.17646e-05 -0.000707162 3.04299e-05 0.00090234 -0.00101992 0.000187781 -0.000213418 0.000374004 4.96524e-05 0.000254242 -0.000169551 -0.00144311 0.000226225 -9.3765e-05 0.000322633 -0.000526407 9.12455e-05 0.000117735 -4.38938e-05 0.000505856 4.86582e-05 -2.41305e-05 -0.000212129 0.000379589
internal_weight=228.426 108.638 119.787 113.013 109.164 88.6585 83.9041 9.93939 105.599 20.5053 5.77958 73.9647 23.4481 50.5166 28.2677 25.1017 17.07 4.04706 13.0229 10.4363 8.59976 4.24708 99.8198 98.4978 68.5753 13.4505 8.73644 20.9522 18.3213 12.5374
internal_count=2900 2099 801 758 722 620 595 64 2066 102 182 531 198 333 230 197 164 43 121 112 92 67 1884 1852 1618 69 49 177 163 101
is_linear=0
shrinkage=0.00192234


Tree=533
num_leaves=31
num_cat=0
split_feature=8 15 17 17 4 0 8 16 15 3 10 9 0 7 15 9 8 17 14 8 13 4 0 17 3 2 7 18 19 18
split_gain=0.305674 0.715156 0.516745 0.478886 0.692263 0.761795 0.468414 0.347011 0.649278 0.33883 0.701872 1.2413 1.00847 1.92485 0.734441 1.04579 2.05029 0.935795 0.816256 0.678518 1.08147 0.628996 0.555799 0.590453 0.58018 2.35438 2.13227 0.700677 1.6554 0.99654
threshold=1.6487133604500002 21.073645951400003 201.37020668845003 200.96259924040001 317.66566527840007 118.45077676945002 1.3489472949000001 14.184966829400002 12.389956812050002 93.883646373400012 61.917879202350001 187.38923140910003 85.613949164150014 19.617375644250004 43.132842597400007 191.62448690950001 10.441851282850001 188.84204146815003 376.01315066015007 8.543332867800002 117.60122400020002 327.25961048935005 85.807518149550006 187.45953903175004 93.58791597905001 86.011634045550025 22.892948161350002 13.278511569200001 14.351157895250003 13.064341268650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1 22 14 12 13 -12 15 17 -17 18 21 -13 -21 -11 23 -2 27 -26 -27 28 29 -24
right_child=9 -3 -4 -5 5 6 -8 -9 -10 10 11 19 -14 -15 -16 16 -18 -19 -20 20 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.025267415251825152 -0.0012465372115935346 -0.048130025453123872 -0.047033478609580077 0.047244248775334105 -0.049572670118074209 -0.046870699449257341 0.045373690035445738 0.033280934501407844 -0.047664400174903407 -0.0017855259456825987 0.038102361189436225 -0.057360281587840983 0.01969530453360924 -0.057799504664524853 0.018160789645241922 -0.055056825896287305 0.019151377322953009 0.04620969886527105 -0.051835866682794662 -0.052409015276581858 0.01773557657568842 0.040206047703578933 0.013364510507081772 0.026469248796124667 0.022112611965888016 -0.062094765863115076 0.0051473030200375677 0.00088919243635410651 0.029252228242369019 -0.015608040759498379
leaf_weight=0.64750146173173539 2.7697819583117953 0.86792507232166816 0.49589189211837936 0.45735740661621083 1.0197353737894443 0.16752130084205408 0.38754236942622811 1.0484867736231533 0.4326503942720592 6.2169429780333356 0.68563330452889015 1.6204421505099165 2.6151514109224081 1.2652754290611481 4.2937325746752313 2.0236031329259272 1.2987626343965528 1.0038868648698551 0.61967185321554996 0.91490327473729827 0.95394236617721617 0.86314018757548172 5.2348557680379617 3.9797355066984892 2.665522299706935 2.3589862814405933 1.7417948336806146 107.66435276604898 6.4800687907263628 4.8681370667181909
leaf_count=51 18 94 108 4 64 64 5 15 60 230 8 45 17 78 38 43 8 12 25 48 12 12 52 27 14 35 27 1607 36 43
internal_value=0.000946763 -0.00971554 -0.00255575 0.00274519 -0.00275024 -0.0259199 0.0175338 0.014391 -0.00394512 0.00131006 -0.00369938 -0.0148325 0.000985129 -0.0240955 0.00179589 -0.00404698 -0.0260477 0.00435117 -0.00110631 -0.0355315 -0.0166041 0.00333371 0.00219641 0.0150956 0.00153187 -0.0116125 -0.0335339 0.00224769 0.0110677 -0.000595942
internal_weight=167.663 5.52461 4.65669 4.1608 3.70344 1.5748 0.555064 2.12864 1.08015 162.138 24.3751 8.05535 4.56606 1.95091 16.3197 12.026 3.32237 8.70364 7.69976 3.48929 1.86885 7.08008 137.763 6.74952 131.014 6.7663 4.10078 124.247 16.5831 10.103
internal_count=2900 465 371 263 259 133 69 126 111 2435 576 208 103 86 368 330 51 279 267 105 60 242 1859 45 1814 76 62 1738 131 95
is_linear=0
shrinkage=0.0460944


Tree=534
num_leaves=31
num_cat=0
split_feature=13 16 3 13 5 15 15 19 13 19 13 5 6 16 16 15 18 15 19 8 7 6 0 2 15 16 8 13 5 18
split_gain=0.286518 2.37655 2.16944 1.60761 1.18077 1.11345 0.93979 1.95401 1.61205 0.877961 1.09577 1.42479 0.811892 0.749301 1.15513 1.03987 1.1697 1.07679 1.10668 1.024 1.22385 1.00228 2.22543 1.00227 0.974217 0.830229 0.97113 0.686402 0.660913 1.72733
threshold=112.82921081865001 19.974953289850003 89.227236891450005 113.92610173585001 19.500380888400006 38.567335632300008 35.194695975650014 13.551093343600002 111.42314721645 14.051133688400002 109.72404167800001 17.797252960350004 15.955372794750003 19.214955067100004 18.684956306450005 29.049007317550004 14.073076155300003 27.992471162000005 12.851036860900001 7.5441126493500006 27.698174638300006 14.775345223550003 94.964406541850011 192.77055391600001 26.410889167300002 16.514961380800003 4.9461400813500012 99.962250206350021 21.197160116700001 13.24392582145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 -4 -5 6 8 -8 9 10 13 -12 -2 14 15 17 -17 18 24 25 -21 22 -16 -18 -1 -20 27 -27 29 -6
right_child=2 -3 3 4 28 -7 7 -9 -10 -11 11 -13 -14 -15 21 16 23 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0027235557752088467 0.0060760294480087266 -0.035275756110207536 -0.030843872455035917 0.029372706227715345 0.0073927021508118692 -0.040174132007885381 -0.010559740675812154 0.050743498763405087 -0.053216670441024967 -0.037303633618902363 0.039596396045464742 -0.00032615153808731716 0.036020209889334007 -0.026452783147773343 -0.027286399229326627 0.024829339401250448 -0.052046346798112299 0.025185935477368721 -0.025781913606512316 -0.036780545715875225 0.01227722507381649 0.039765909158490952 0.031923173214430986 -0.002649207249546196 -0.048443353544823715 0.020047830193742785 0.040891074055195265 -0.045567827214076047 0.0026244005339544334 -0.018231761606403305
leaf_weight=32.996409403480357 2.3902633162215343 3.2579668518155804 2.6408151998766689 2.469578616321086 8.216688312590124 1.1092862218501967 1.6461264487588771 1.8371561765670774 0.93728583696065371 0.99571927962824602 2.7538323700428 3.2595038008294068 4.1145641133189201 1.783783278428017 1.9197105085477222 0.70003509102389161 1.8691926747560503 2.6684370751027009 1.1639332855120286 4.0067848162725568 1.0774717566091565 2.1180074959993362 2.3667589873075485 1.0834135385812258 0.63327721308451046 0.54209535731934033 1.2535438649356363 0.52308326191268861 63.986768815753749 9.4384467164054495
leaf_count=1212 22 49 43 16 54 39 38 6 20 18 13 31 32 21 44 12 49 24 52 123 24 11 19 40 19 11 8 47 731 72
internal_value=0.000758234 -0.00116854 0.0022562 0.000549567 0.00153521 0.000436208 0.00109737 0.0217729 -1.65707e-05 0.000766035 0.00137042 0.0179565 0.0250169 -0.000388441 0.000458087 -0.00169501 -0.0226613 1.1938e-05 -0.00158002 -0.0146915 -0.0263841 0.016769 0.00540596 -0.0339208 0.00176004 0.00237818 0.0165138 -0.0121744 0.00069316 -0.00630615
internal_weight=165.76 72.5028 93.2571 86.7523 84.1115 69.2448 68.1356 3.48328 64.6523 63.715 62.7193 6.01334 6.50483 56.7059 54.9222 48.5177 3.65264 44.865 42.1966 8.56691 5.08426 6.40448 4.28647 2.95261 33.6297 3.48266 2.31872 1.06518 81.6419 17.6551
internal_count=2900 1930 970 916 873 1881 1842 44 1798 1778 1760 44 54 1716 1695 1621 101 1520 1496 265 147 74 63 89 1231 118 66 58 857 126
is_linear=0
shrinkage=0.040863


Tree=535
num_leaves=31
num_cat=0
split_feature=15 13 5 15 18 16 18 6 9 9 18 6 15 14 19 13 18 13 7 7 15 9 17 9 9 12 7 0 9 19
split_gain=0.290678 0.89654 0.523145 0.426249 0.419999 0.413585 1.87964 1.8839 0.916431 1.83197 1.39308 1.01943 0.771344 1.716 0.940953 0.764931 1.84813 1.63792 1.22826 2.05471 0.800867 0.691665 0.674904 1.97816 1.04538 0.803377 0.645686 0.94794 0.63286 0.603879
threshold=46.574831689400007 117.61735474900001 25.556820288350004 46.422062705750008 14.073076155300003 22.624947093000003 13.5308213324 16.405383309150004 190.24759545780003 193.60452210450003 12.933745112000002 16.485385178400005 43.938093326450009 305.51637840660004 14.651182102100002 117.38883580790001 13.765997214800002 117.30011668960002 23.399310583750005 23.147601011700004 42.385947950200006 199.21354841250005 186.34046889365004 185.50567866740002 192.79514127745003 102.43818663380002 22.940014114900002 85.253695774650012 204.88165762580005 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 4 -3 5 -2 12 7 -7 10 -10 -9 -11 14 -14 15 17 18 20 19 22 -1 -8 23 25 29 -17 27 -13 -23 -24
right_child=1 2 -4 -5 -6 6 21 8 9 11 -12 26 13 -15 -16 16 -18 -19 -20 -21 -22 28 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073265076490352219 -0.045655696847022607 -0.015508023153619545 0.015693145906094944 0.023215340805323226 0.00053420481666517747 -0.035583109312242685 0.037806090775578387 -0.0087195139733839081 -0.037814795848091713 0.021913954495985908 0.022609952602061799 -0.012902321340162446 -0.058079026729935972 0.0052986417263612036 0.022600505589071063 0.02470024243432712 -0.039889830028965574 0.034916416319489565 0.016948890992754182 -0.04888622799635655 -0.037547516537417863 -0.0035990889218485357 -0.010939813019417174 0.033296426919006021 -0.026914397379658287 -0.051488894145916023 -0.025792711949259525 0.023369727608328845 0.0233814041154859 0.014422590268409193
leaf_weight=91.677476843527984 1.235386449843644 1.5438317349180581 2.1430147658102214 1.4309178208932269 0.44792613340541709 2.373140865936878 2.775264769792555 3.6510365549474972 2.2918384294025591 3.155948316678403 6.7551682461053133 2.976469530723989 1.2186877969652408 1.7206485026981679 3.0543856620788565 0.31540203653276611 2.5623373854905358 2.3473978554829946 4.0815644403919569 1.8317674584686745 0.92182318220147763 2.3238824680447578 3.2130958922207338 2.4441856816411018 3.3222616240382195 0.8647952217143029 1.9845145014114676 2.0195070095360279 3.8684720154851675 3.0613152012228966
leaf_count=2183 65 27 29 11 11 22 18 27 23 23 40 38 23 19 19 6 25 14 20 14 15 17 23 14 26 58 23 12 37 18
internal_value=0.000695805 -0.00865417 0.00262795 0.00101311 -0.0333647 0.000810511 0.00478602 -0.00093008 0.00267134 -0.00481967 0.011618 0.0026405 -0.000297342 -0.0209786 0.000210513 -0.000375784 -0.00729838 0.00120613 -0.00293397 -0.00832519 0.000351573 0.0208537 -0.00270549 0.0123182 -0.00837949 -0.0311277 -0.00607322 0.00175981 0.0132561 0.00143462
internal_weight=163.613 5.37016 3.68685 158.243 1.68331 156.812 34.1752 25.2076 22.8345 12.4283 10.4062 10.1364 122.637 2.93934 119.698 116.643 21.6967 94.9467 19.1344 15.0528 92.5993 8.96762 13.2211 3.62438 9.59667 1.1802 6.98049 4.99598 6.19235 6.27441
internal_count=2900 132 56 2768 76 2757 280 208 186 119 67 96 2477 42 2435 2416 204 2212 179 159 2198 72 145 78 67 64 73 50 54 41
is_linear=0
shrinkage=0.0408644


Tree=536
num_leaves=31
num_cat=0
split_feature=8 15 18 6 18 10 10 0 9 6 8 4 18 5 9 19 6 2 4 13 6 8 12 17 6 6 0 3 17 18
split_gain=0.27694 0.636853 0.469035 0.528805 0.805143 0.485191 0.667993 0.291163 0.684029 1.8037 1.10484 0.897094 0.766767 1.25963 1.15903 1.35284 0.566734 1.62662 1.08087 1.30376 0.514574 0.686911 1.4205 1.3768 0.714047 2.23213 0.825131 1.33709 1.17863 0.950088
threshold=1.6487133604500002 21.073645951400003 16.433295803950003 2.7550643716500001 15.150044688000003 89.264875305300009 90.988176966900014 85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 375.86663358980007 13.400856420150001 30.133297129900004 190.24759545780003 14.451165964200003 16.665389384150004 121.41360778140002 208.63771838305004 117.54207792135001 18.155424198600006 8.8430989333000021 98.183360147100004 199.71712621985003 16.625388449550005 16.575387281250006 85.807518149550006 93.620177476600006 188.31851043910004 13.340835220050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 13 14 -11 -16 18 -18 19 -2 21 24 -23 -24 25 26 -9 29 -29 -28
right_child=7 -3 5 4 -6 6 -8 20 9 12 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.027220953310381161 -0.045909939585882971 -0.040911416276961932 -0.042083253370821555 0.02628319458613626 -0.040540388410609821 0.019775622025859724 -0.039856441538335299 0.017059649017037239 -0.048723769642348848 0.0052346234386817878 0.040373629842766913 -0.043871459256204275 0.017694808334462176 0.018963330190240983 -0.0064639057145821684 -0.053134230024198773 0.019764020495372948 -0.046311935759754612 0.01811800444351765 0.0096365376251836242 0.023673074294067741 0.018143610029734161 -0.05366953319221044 -0.0053293062059101949 0.02338481805892545 -0.044547374540549189 0.01026650642314794 -0.050889256300824151 -0.004754752595687653 0.00058231330189079491
leaf_weight=1.2297923162113868 1.0863161124871115 0.78768249519634981 0.7286376945558003 0.51222393452189841 0.61200255365110934 0.80430926405824699 0.45476402970962226 5.4680694928392759 1.600470975099596 2.1192739565158245 1.1336513466667373 0.68835760200454466 2.0491297420812771 1.8566856384277342 1.8289302819757725 2.0229756878688931 1.1071085976145698 1.2013976741873191 5.1575308964238502 1.6400531427934764 1.6160542592406262 1.6337846666574467 1.5819790936075153 2.1488091556821018 2.3546261042356482 1.6052414407022286 18.776261788443662 1.3655262924730771 2.2969018504954875 94.606190805876395
leaf_count=17 51 94 67 15 56 27 189 33 40 24 10 36 34 13 49 41 59 128 82 13 11 8 23 28 14 12 154 23 30 1519
internal_value=0.000612699 -0.00837913 -0.00247708 0.00940017 -0.010094 -0.0165432 -0.00176285 0.000906578 -0.00313056 -0.00999618 0.00342823 -0.000421064 -0.00372075 -0.00932678 -0.0181233 -0.0309746 0.00251342 -0.0146234 0.00753128 -0.0124958 0.00161724 0.00134688 -0.0124358 -0.0258272 0.0019315 0.00152451 0.00212817 0.00143061 -0.0219559 0.00218603
internal_weight=162.075 5.12941 4.34173 2.35402 1.12423 1.98771 1.25907 156.945 23.4919 11.4775 12.0144 10.8808 9.877 7.82787 5.97118 3.85191 10.1924 2.30851 7.8839 2.72637 133.453 131.837 5.36457 3.73079 126.473 124.118 122.513 117.045 3.66243 113.382
internal_count=2900 465 371 88 71 283 216 2435 580 201 379 369 161 127 114 90 333 187 146 64 1855 1844 59 51 1785 1771 1759 1726 53 1673
is_linear=0
shrinkage=0.0393254


Tree=537
num_leaves=31
num_cat=0
split_feature=16 6 0 4 10 16 0 18 9 2 10 17 6 13 9 7 15 0 2 5 5 13 13 5 15 2 9 4 17 15
split_gain=1.58519 1.26013 1.20481 1.83371 3.10604 1.81061 1.73057 1.37483 2.38757 1.71622 1.31779 1.62994 1.2632 1.20955 1.14744 1.13336 1.0896 1.08046 1.06226 1.48607 1.40707 1.03402 1.82152 0.948201 0.960516 2.37001 2.64189 2.26612 1.74925 1.97196
threshold=18.594956516900002 15.675366252400002 86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 86.280686780500005 13.565012728250002 196.26893085885004 101.14502893930002 61.944763783650011 192.34053301495001 16.375382608200002 107.97116697695002 198.36365860590004 24.252468908850002 32.540328261750005 86.036037090600004 183.32965447860002 24.225659292200003 27.955576342550007 108.61908538635001 107.97116697695002 20.206488238950005 39.104631750950013 103.98563613345001 190.77452831370002 222.56810966585002 187.45953903175004 42.670190152050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 12 6 7 10 -4 9 -9 18 -12 -2 -10 -7 -16 21 -6 -5 -20 -21 22 -1 -14 25 -25 27 -27 29 -26
right_child=2 -3 5 4 17 14 -8 8 13 -11 11 -13 23 -15 15 -17 -18 -19 19 20 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=-2.9918928563219788e-05 -0.00094468296234299714 -0.0013822157825282933 0.00071714639788457532 -0.0011317676505772382 -0.00030211485494853355 0.0016187272499579629 0.0010843374858680978 -0.00012058631818664722 0.0014970748906828531 -0.0017932126099448815 -0.0023795479513315657 -0.00016252672995319738 0.0014627255168994137 0.00020514091791046555 -0.0002077072986037745 0.0010892370118892707 -0.0019421698300766386 -0.0024717128337499801 0.0012439827700020205 -0.0013568667115183509 0.00042248463469716265 0.00089108328457548393 -0.0020928474517705018 0.00040259452362940594 -0.0012024577773726811 -0.0017455594337111727 -0.0027153218111286418 0.0014873409155932295 0.0011063419588390002 0.00083996138032408079
leaf_weight=62.463986275834031 2.6337455944158128 2.5111993678146964 16.327832795679569 2.2766971243545511 1.0896419864147895 5.7303709164261809 3.7005926277488461 5.3759919181466085 2.6628882437944403 3.4307776894420385 2.0530326084699473 2.5238684127107263 2.5675897821784011 34.879367232322693 3.8162470161914808 5.7907476462423801 1.0232703381916497 2.7902460945770144 3.4620243050158006 2.4561165468767285 3.9690233457367867 3.9921038933098307 1.4962546359747637 14.319621971808376 3.0547025920823243 1.351089782547205 2.0067187612876296 1.6371476054191587 10.119206617586313 3.4215269461274147
leaf_count=1463 25 197 80 23 38 27 16 36 17 53 49 29 12 251 21 38 66 34 20 36 45 29 34 94 23 44 20 12 50 18
internal_value=0.000128236 -9.65405e-05 0.000240253 5.53545e-05 -0.000346793 0.000395332 -5.91232e-05 0.000256088 9.36663e-05 -0.000772177 -0.000311888 -0.001157 0.000293263 0.000296778 0.00096436 0.000574044 -4.97329e-05 -0.00186239 6.10292e-06 0.000268118 -0.000257702 -2.12353e-05 -7.81781e-05 0.000377999 0.00030044 2.0332e-05 -0.00107554 2.56302e-05 0.000626443 -0.000123405
internal_weight=214.934 71.4868 143.447 65.4326 24.3212 78.0142 20.4414 62.6769 46.349 8.80677 16.7408 4.5769 41.1113 37.5423 15.3374 9.60699 68.9756 3.87989 12.1639 9.88716 6.42514 67.9523 63.9602 38.4776 35.91 19.3146 4.99496 2.98824 16.5954 6.47623
internal_count=2900 1789 1111 588 290 523 218 437 357 89 202 78 298 268 86 59 1592 72 124 101 81 1526 1497 273 261 170 76 56 91 41
is_linear=0
shrinkage=0.00184769


Tree=538
num_leaves=31
num_cat=0
split_feature=5 5 10 10 18 15 7 3 2 15 16 18 6 6 19 7 17 16 13 13 13 10 4 0 3 5 17 9 17 15
split_gain=0.273187 0.697483 0.506675 0.321179 1.02565 0.277445 0.846201 0.647057 0.551682 0.344374 0.337688 1.56212 2.85559 0.903822 1.6486 1.19829 1.75278 1.47348 0.687704 1.36138 1.30475 1.25097 1.26466 2.00752 1.95138 1.21539 1.04553 0.654095 0.809557 0.619674
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 89.264875305300009 16.118666550000004 46.574831689400007 23.539316666200005 100.32250359580001 287.56973319225006 46.422062705750008 22.624947093000003 13.5308213324 16.395383075500003 16.465384711100004 14.351157895250003 22.477322886550002 192.15389660515004 22.744946812400002 117.38883580790001 117.30011668960002 117.47217800995001 62.106071271500007 172.73046293330003 86.103248543850015 93.017962855400015 21.964328598750004 193.52305340940003 199.21354841250005 200.07083195085002 42.385947950200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 -7 -8 10 18 12 -12 -14 -15 17 -17 -16 19 29 -20 22 -22 25 -25 -24 -26 -13 -29 -2
right_child=5 -3 -4 -5 -6 6 8 -9 -10 -11 11 27 13 14 15 16 -18 -19 20 -21 21 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=0.015993702043439383 0.0011745572613382847 -0.038544370315277882 -0.038385731927496794 0.023425643417159196 -0.039816567070782141 -0.041862366473482557 0.019404462825102609 0.0092175464948961849 -0.011332635880093285 0.019901497155898305 -0.044888721415002532 0.03411646591537168 0.018318878083412083 -0.022310352905269372 -0.031113846249691619 0.031675598756998762 -0.0056401962952499843 0.0065965734095967728 -0.02525905600744955 0.029032145300021579 0.018678952339745102 0.021289445063023677 0.0092691067628877556 -0.027845480164485886 -0.005245899186014721 -0.046548826456476677 0.021667333736978291 -0.0086232880489770167 0.020935471069751108 -0.021113270600460504
leaf_weight=1.3439211371005515 88.362696477532154 0.89605858107097436 0.45185027371917375 0.90581262437626708 0.72680188226513553 1.3523552322876629 1.6203797180205586 0.48182633519172657 1.7290996541269121 1.3865575436502684 1.9186712689697767 2.5806845873594266 4.531541112810376 3.9159796517342356 2.2501895204186422 4.2755247801542282 3.1183044910430908 4.360749289393425 4.0545567495282766 2.5010726712644091 2.6191321439109805 2.8962974259629837 0.70185973867773954 3.095383462496101 4.41321052610874 2.7417608752148226 3.8907225485891104 1.9628620110452173 4.0992925288155675 1.8238848016480904
leaf_count=37 1676 192 207 23 58 84 16 3 29 11 19 18 32 39 18 31 25 44 30 17 25 15 5 26 28 88 22 19 35 28
internal_value=0.000572097 -0.0088122 -0.00104126 0.00462778 -0.00359511 0.0008311 -0.0077791 -0.028444 0.00353707 0.0011257 0.000952276 0.00433313 -0.000569733 0.00321757 -0.000601034 0.00546927 0.0159379 -0.00623906 -8.79062e-07 0.00148769 -0.00565247 -0.00174764 -0.00556862 -0.00984726 -0.00219681 -0.0351723 0.00736402 0.0181582 0.0113647 0.00072382
internal_weight=161.009 4.32444 3.42839 2.97654 2.07072 156.685 5.18366 1.83418 3.34948 151.501 150.114 33.0138 24.371 22.4523 17.9207 14.0048 7.39383 6.61094 117.101 92.6877 24.4129 20.3584 17.4621 14.8429 11.3993 3.44362 8.30393 8.64284 6.06215 90.1866
internal_count=2900 517 325 118 95 2383 132 87 45 2251 2240 280 208 189 157 118 56 62 1960 1721 239 209 194 169 76 93 50 72 54 1704
is_linear=0
shrinkage=0.0378485


Tree=539
num_leaves=31
num_cat=0
split_feature=16 15 6 13 13 16 13 9 16 18 8 10 16 4 7 18 5 13 5 12 18 0 13 13 16 16 5 0 16 2
split_gain=1.65034 1.35489 1.07751 1.40903 2.41931 1.02352 1.64629 1.3942 2.63015 2.47667 2.20475 1.23556 1.15203 1.14877 1.1445 1.38363 1.06347 2.27281 0.997732 3.69583 1.44514 1.21375 1.92519 1.03893 1.45882 1.43436 1.06196 1.12189 0.988839 0.999895
threshold=18.594956516900002 32.540328261750005 15.675366252400002 108.61908538635001 107.97116697695002 15.919962772200003 104.02719889955002 191.87997069285004 17.654958715000003 17.552559642400002 4.9461400813500012 68.214248143850014 15.474963812800002 169.78633280640003 22.372035319250003 14.405580508350001 12.294714844000003 92.692659421600013 15.299679811400003 217.21823064915003 16.511813275700003 95.897301513100004 102.54048155345002 98.238948544700023 10.489975469900001 15.259964315550002 13.361597395450001 98.615332683000005 12.024971880400001 285.16564649850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 10 -9 -10 14 -1 -8 -13 -7 -16 17 28 23 20 -20 -21 -23 24 -18 -26 -25 -28 29 -15
right_child=-2 -3 -4 -5 -6 7 12 8 9 -11 -12 13 -14 16 15 -17 18 -19 19 21 -22 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.0015901641650005571 0.00026876426762901623 -0.0021787442506444495 -0.0014699764279556919 0.0011280779433853836 -0.002397981385387393 -0.0015861234981597019 0.00019920070895209963 -0.0023319537378183987 -0.0012169596018770071 0.0022007385117258534 0.0016685947384698265 -0.0023124416473226683 0.0016893624593813429 -0.0015342021949030151 0.0017360360098186388 -0.0014667030959078723 0.0012575622670013657 -0.0022405369108928039 -0.0024672117277422419 0.0018543484901949643 0.000419112846357453 -0.0011589170432888562 0.0019538202241595171 0.0019483374601676027 -0.0022816275823292578 0.0015477830752810159 0.0016841898080505204 -0.00010672855151434787 0.00063496504883556637 0.00031303675844579758
leaf_weight=2.0973090467741704 143.81912224506959 1.2968475315719832 2.2277064033551133 4.1424430343322447 1.8574899230152357 2.6468382705934328 4.4802478556521219 3.7440929566510022 2.3156052110716705 1.4312769547104833 2.5474814139306545 0.85915392939932544 4.1868266453966498 2.5438264017284364 1.3312339207623156 0.97475724457763124 1.6024874532595306 2.2982099577784529 2.8551929274108248 2.6767895850352943 0.96934856334701169 2.1725769937038426 1.3402529805898664 3.4850622676312906 1.6151380145456644 0.54598585423082102 2.2911705449223518 4.0185593217611313 5.1576209960039705 2.3533192907343619
leaf_count=75 1111 70 193 29 34 72 28 95 47 8 12 24 27 315 21 65 22 104 69 19 8 43 8 22 71 5 11 50 123 119
internal_value=0.000142352 -0.000109927 -7.20152e-05 -2.65785e-05 -0.000100853 -3.26264e-05 0.000114089 -0.000497975 -0.00112124 8.85719e-05 0.000124514 -6.53442e-05 0.000919057 2.15946e-05 -0.000669682 0.000382218 7.74128e-05 -0.00040803 0.000331804 -0.00015714 -0.00173566 0.000818221 2.86882e-05 0.000692936 -0.000219164 -0.00131417 0.00104341 0.000543584 1.08248e-05 -0.000646513
internal_weight=215.884 72.0649 70.768 68.5403 64.3979 62.5404 47.5491 14.9913 7.49098 3.74688 7.50031 38.882 8.66707 36.7847 4.95283 2.30599 35.9255 12.353 23.5726 10.0142 3.82454 6.18962 3.51283 13.5584 3.76361 2.16112 9.79479 6.30973 10.0548 4.89715
internal_count=2900 1789 1719 1526 1497 1463 1143 320 150 55 170 1088 55 1013 158 86 989 661 328 147 77 70 51 181 98 76 83 61 557 434
is_linear=0
shrinkage=0.00204248


Tree=540
num_leaves=31
num_cat=0
split_feature=13 15 3 5 15 0 4 8 10 18 10 10 9 16 8 10 6 3 0 14 13 5 5 9 7 8 15 7 3 2
split_gain=1.27076 1.94821 1.5276 2.37392 1.7393 1.3651 1.47926 1.43346 2.21755 3.9742 2.43645 2.16223 1.98859 1.71526 1.82597 2.10527 1.3427 1.82998 1.64526 1.82201 1.28047 1.27251 1.12569 1.1322 1.93422 1.82932 2.90123 1.27628 1.27553 1.52629
threshold=109.57886493895002 35.885292828950007 86.302194445500007 18.152162791050003 29.049007317550004 87.181320254150009 426.49971963025007 8.1436447804000007 66.697957758300021 14.025183600500002 66.318885161900013 65.630639880500027 195.39349636155001 22.654947022900004 8.6432548896500023 62.305017173150013 16.355382140900002 92.751805500450018 86.692020874450009 384.93581166080008 117.47217800995001 20.206488238950005 20.569643378550001 201.78065190905002 23.699538637550003 9.5425530862500008 41.657300687350009 21.725272673150005 93.077108934250006 103.98563613345001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 16 7 -7 10 -10 11 12 -9 14 15 -14 20 -18 19 21 -5 -19 -23 24 28 26 -25 -27 -24 -30
right_child=2 -3 3 5 -6 6 -8 8 9 -11 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 22 23 25 -26 27 -28 -29 29 -31
leaf_value=-2.0303443478191648e-05 0.002434414815780789 -0.0022281603662409979 -0.0017723273157060323 -1.3182179685248489e-05 0.00030042349829877965 0.0015257622263733157 0.0019156610532409177 0.0017213663802134315 0.0010170473328809789 -0.0030987576489808241 0.0018128822879468225 -0.0012795439837505849 0.00021425777423958559 0.0013521150527253175 0.00073889026581621222 -0.0020908188949836019 -0.001563365358276325 0.0016818707616192829 0.0015221045442611594 -0.0017585859940347057 -0.0021846247373574421 -0.0015274399276969212 0.0016069806619797716 -0.0028835360824479173 0.0020848293070147945 -0.00041284263087526502 2.8310359009923889e-05 0.0019443051066192574 0.00075172938818432737 -0.00011508151495378855
leaf_weight=85.216416586423293 3.2027844041585913 1.9315780489705492 2.7874045777134588 2.8850055537186554 4.1357519812881947 5.0906038060784331 3.5265832394361487 4.7749286815524199 2.1120780408382407 2.3338992856442928 5.4816459193825713 3.8775400817394248 3.7066831514239329 4.0937509983777991 5.0730961039662361 3.7840975895524025 2.7969559021294108 2.6718232780694953 4.3684935644268981 2.2937086886959142 2.3117734799161553 1.8349986523389805 3.0019306018948546 2.7026198823004943 2.8235003910958758 2.3749616674613208 4.025942757492885 1.9995279237627981 13.697362359729594 32.092635199718643
leaf_count=1739 13 55 23 33 28 23 21 21 14 27 29 21 19 25 25 23 22 12 18 52 28 12 12 39 10 38 37 9 93 379
internal_value=0.000135657 -6.92391e-05 0.000267086 0.000212004 0.00123177 0.000255994 0.000565505 0.000447439 0.000291659 -0.00114353 0.000498884 0.000214299 0.000484562 0.000130031 -0.000268167 -0.000950192 9.02217e-05 0.000162691 0.000228029 0.000146711 -0.000979143 0.000211719 0.000150871 0.000199974 0.000335442 -0.000429784 -0.00114127 0.000664582 0.000234209 0.000144211
internal_weight=223.01 87.148 135.862 128.524 7.33854 125.736 43.8549 40.3283 35.2377 4.44598 30.7917 25.3101 21.4326 16.6576 12.5639 7.49078 81.8812 76.6845 73.8875 69.519 5.19678 67.2253 64.5535 62.7185 51.6154 11.1031 6.72856 4.37449 48.7919 45.79
internal_count=2900 1794 1106 1065 41 1042 248 227 204 41 163 134 113 92 67 42 794 733 711 693 61 641 629 617 494 123 76 47 484 472
is_linear=0
shrinkage=0.00217391


Tree=541
num_leaves=31
num_cat=0
split_feature=19 8 12 12 17 4 13 18 9 9 4 5 17 2 17 8 9 8 8 3 8 15 9 18 2 6 19 15 17 15
split_gain=0.292323 0.518252 0.29881 0.427798 0.684403 0.700354 1.2082 1.28816 0.659019 0.620841 0.536925 1.42979 0.731778 0.516517 0.501124 0.488195 1.27793 1.15774 0.49969 0.552216 0.471636 1.71136 2.78721 2.05887 2.4278 1.7369 2.02565 1.1812 1.04586 1.15384
threshold=14.651182102100002 8.6432548896500023 58.770113158150004 92.695913642950003 185.45203303005005 148.04566182605001 110.04934511175001 14.972610129150002 197.33595066125002 190.58777288605003 163.60960442095003 20.361635946650004 166.83257850275001 167.29597799085005 164.78131450820004 8.9430209551500024 226.28914430085004 9.6424751081000029 8.7431769115000026 93.308316333450009 8.4434108459500017 38.842471172100005 214.57164835430004 13.24392582145 116.16618105335002 16.245379570700006 14.351157895250003 34.761639995350009 191.06791329340004 44.920183738100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 8 -6 7 -7 9 -4 11 -5 13 -12 -15 18 17 -17 20 -20 -14 22 25 24 -23 27 -27 -22 -25 -30
right_child=1 -3 3 10 5 6 -8 -9 -10 -11 12 -13 15 14 -16 16 -18 -19 19 -21 21 23 -24 28 -26 26 -28 -29 29 -31
leaf_value=0.020252296284894448 0.019491962386096295 -0.0031778813608587917 0.0051198678305591156 0.037080204782799948 -0.039682827648719964 -0.060528237113105593 0.015698078672630175 0.0020707131570140386 0.018958369281534101 -0.030375619181255458 -0.043955081749901516 -0.0061772345960866264 0.0021239696719982811 0.0037723238801425402 -0.047041363101967403 -0.049598180520571238 0.020519742316681747 0.0020839352626515319 0.026316971608868131 0.00042409696727908539 -0.025738242586846784 0.016990256470739495 0.019593175126353543 0.039274704779107453 -0.042646290207766127 0.0099249816789891629 -0.034909697500872798 -0.068973731657611753 0.019449220113849409 -0.013269405902875236
leaf_weight=1.2937247660011042 3.7813485963270059 3.2743107546120882 2.155693605134728 2.4625716721639028 1.7430748417973516 1.1318817446008327 1.9657653234899042 1.1565124636981634 2.4862610592681449 1.4238280658610163 1.0366069059964496 2.890171556500718 91.58198712466401 1.5191425526427336 0.43427566642640147 1.7836378659121686 1.3814221691573036 1.3069027636665849 2.8342109876684836 2.8996878524194472 2.6200076285749692 2.0863467976450911 3.3374252268113187 2.5188674898818126 2.7584071753080934 3.8024898460134864 3.2543547432869673 1.8947969144210217 5.6906064762733859 2.7977133709937334
leaf_count=10 27 34 42 17 15 19 14 22 34 15 172 27 1886 95 22 42 20 19 25 30 36 13 47 10 48 34 24 16 41 44
internal_value=0.000668446 0.0089716 0.000288642 0.000119785 -0.00741976 -0.0174126 -0.00828772 -0.0288919 0.00246014 -0.00899919 0.000765314 0.0137237 0.000253558 -0.0201545 -0.00752436 0.00071392 -0.0128345 -0.0277433 0.00118698 0.0132227 0.000622896 -0.00384611 -0.0139917 0.00569605 -0.0169644 -0.0236781 -0.0107511 -0.0438835 0.0156699 0.0086653
internal_weight=161.304 7.05566 154.248 152.955 12.063 5.99723 4.25416 2.28839 6.06578 3.57952 140.892 5.35274 135.539 2.99003 1.95342 132.549 4.47196 3.09054 128.077 5.7339 122.343 30.761 14.9091 15.8519 4.84475 11.5716 7.05684 4.5148 11.0072 8.48832
internal_count=2900 61 2839 2829 161 70 55 41 91 57 2668 44 2624 289 117 2335 81 61 2254 55 2199 313 157 156 61 110 58 52 95 85
is_linear=0
shrinkage=0.041715


Tree=542
num_leaves=31
num_cat=0
split_feature=16 16 9 15 10 16 15 15 12 7 16 12 5 15 5 6 14 3 16 13 3 16 19 3 13 0 3 5 7 10
split_gain=0.289626 0.902315 1.76915 0.755516 0.728584 0.708542 1.69224 1.29465 0.746818 1.02325 0.894967 0.882539 0.804974 1.49871 1.10461 1.09528 1.02399 0.707588 1.39412 1.45421 2.12103 2.07574 3.54831 1.25014 1.07307 1.02021 1.35025 0.974508 0.764037 0.692292
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 71.787208999250012 17.844958270700005 26.870208776000002 26.410889167300002 206.66000365515004 26.302865891850004 11.599972874200001 194.62888214220001 16.579584939650001 24.200063469100005 23.234643166550004 14.185331438000002 170.27070910270004 85.54673771085001 19.214955067100004 112.82921081865001 89.227236891450005 19.974953289850003 13.751109481500002 84.807411725000023 113.92610173585001 92.313586825200005 88.990652575950023 19.500380888400006 24.225158517200004 62.837331883000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 17 7 -7 8 11 10 -10 12 15 14 -14 16 -1 23 25 21 -21 22 -20 -2 -22 26 -19 -26 -25 -29
right_child=4 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 18 19 20 24 -23 -24 28 27 -27 -28 29 -30 -31
leaf_value=-0.046051475984313014 0.0032518904891258036 0.027755495535569101 -0.052426822454976936 -0.043397465322125989 0.025055831325859083 -0.011883843626605025 0.03975732824870732 -0.032912008651100673 -0.013028444215053661 -0.0093619977505393307 0.017595211473871671 -0.038570323938741775 -0.049046347829144001 0.016142729594389296 0.0013309488665731286 0.029214483627420459 0.00032713787264943196 -0.03625562330757659 -0.041508063866938907 0.026456727602524391 -0.027080909380807042 -0.049107859832096451 0.023552216593809121 0.00041430691121769323 0.028353804891528323 0.031938409482478898 0.026409166934605509 -0.00094188046824531934 -0.049412304411968679 0.010414785658188479
leaf_weight=0.89684728858993068 3.700843757018446 0.69391160516533945 1.5711728871683588 0.71787247044267033 2.3043203754350534 2.0797551809810093 2.3803412150591612 2.2235503660631357 1.984603667253398 5.1917983793391604 10.506373405107295 1.3162407405907277 2.3711673582438375 1.5871115474146789 1.1213900427392216 2.1664620633237055 11.645537943448288 1.0890008732676499 2.4683869839645904 5.978421861305832 2.370231218636035 2.3550432911142707 3.6119545064866543 0.76467979094013605 2.2916356530040494 4.5264646969735622 1.3434521728777324 65.878924558870494 1.8183688810095189 10.949684800580142
leaf_count=36 35 22 74 59 28 53 16 82 96 340 211 83 92 29 95 16 485 8 28 51 16 39 18 18 16 32 33 673 42 74
internal_value=0.000609313 -0.00209018 -0.0278629 -0.000826307 0.00178293 -0.000154219 0.0156769 -0.00187591 -9.67198e-05 0.00624336 0.0127296 -0.0054088 -0.00320305 -0.0175571 -0.0328712 0.00175409 -0.00298918 0.0012916 0.00212391 0.000812342 0.00241168 -0.0157716 -0.00285978 -0.0123328 0.000647648 0.0201993 -0.00164564 0.00147832 -0.0346617 0.000676682
internal_weight=159.906 48.4541 2.26508 46.1891 111.451 45.4712 4.4601 41.0111 38.7875 17.6828 12.491 21.1048 19.7885 5.07967 3.49256 14.7088 12.5424 109.147 102.863 95.9043 87.4689 8.43538 6.08034 6.28389 81.4905 6.95892 2.43245 79.1202 2.58305 76.8286
internal_count=2900 1789 96 1693 1111 1634 69 1565 1483 647 307 836 753 216 187 537 521 1083 988 915 830 85 46 95 779 73 41 763 60 747
is_linear=0
shrinkage=0.0418233


Tree=543
num_leaves=31
num_cat=0
split_feature=9 19 3 17 18 4 2 6 16 10 17 7 15 2 5 12 2 16 16 18 15 17 17 5 18 5 15 9 15 15
split_gain=0.273345 0.439316 0.592928 0.380853 0.283902 0.278819 0.988257 0.88352 1.53849 1.06401 1.05948 0.89433 0.789148 1.11674 0.743212 0.870572 0.726902 0.704575 0.846865 2.22216 1.29998 1.13315 2.07571 0.89631 2.27123 1.92208 3.85388 2.50031 1.6634 1.67053
threshold=231.85949239145003 14.651182102100002 92.913112988300014 239.21206428850002 13.373311100250001 241.03469907380003 147.22108985190002 16.515385879350003 22.654947022900004 61.907125369850007 196.15688609640003 23.460228855750007 41.863529088250004 141.08665706260004 36.806659819600007 214.84291680595001 173.31297745125002 14.034967180100002 22.554947256700004 13.258783262950002 36.282341310300005 188.54236693505001 186.34046889365004 21.564786815050002 13.216310940950001 20.102686929350003 31.385732506450001 200.12618528045002 31.000143748900005 30.416602988400005
decision_type=2 2 2 2 2 2 2 2 2 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 12 8 -7 10 14 -10 13 17 15 -9 -11 -1 20 21 23 22 -20 25 -25 26 28 -28 29 -19
right_child=3 2 4 -5 -6 7 -8 9 11 16 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.025555839309986703 -0.030071380049107053 0.027322987194087919 0.011703446091672419 0.0097503446228932953 -0.0069448081389382544 -0.0018352074861854 0.021211724407050936 -0.0057295891726690503 -0.006174446178922606 -0.0076378872144235973 0.031003866768268089 0.025571663953528591 0.015606677823676812 -0.033416140266141682 0.020925053742499651 -0.049341990150353225 -0.04199460992132624 0.0059686542240000862 0.0064265459241141954 -0.038552021059536486 0.022476392611899404 0.014815277201936662 -0.028122621913568277 -0.0010587529959901797 -0.074261171731700978 0.031169288836698044 -0.051059558376027762 0.0055279045928576034 0.040615028140643758 -0.033778161481678816
leaf_weight=1.4446492161805498 0.94608554206206352 2.0048665367066851 2.4293832434341311 0.53770255314884707 2.2399186352267861 59.59412652051833 3.587901350692845 2.0780443334078873 1.7078298385022197 1.4669572226703169 1.1175309140235183 4.9051789818331599 4.8437047777697435 1.4133964991779056 0.82919336250051845 0.95304169805604022 2.1937021715566516 25.454108827107127 6.1899664578959364 2.5452845878899089 4.7889713943004599 4.7817423539236179 4.1445474019274116 2.9640670260123438 0.7602405099896713 3.2554199974983922 3.0694312127307048 1.7502291821874676 1.8529433198273171 1.6046624025329936
leaf_count=154 30 12 25 25 22 1443 53 38 36 12 9 43 36 29 19 41 59 353 55 19 28 32 31 166 16 19 39 25 10 21
internal_value=0.000499485 0.000653029 0.0101369 -0.0156406 0.00275766 0.000229063 0.00186616 -0.00139941 8.33913e-05 -0.0127639 -0.0013927 0.0173731 0.00088667 -0.000193302 -0.0107713 -0.0194423 -0.0282266 0.000533517 0.00113024 -0.00589181 0.00385595 -0.000392465 -0.00742903 0.00166558 -0.0160015 0.00344453 0.000768806 -0.0305102 0.0059831 0.00361155
internal_weight=157.455 155.971 6.67417 1.48379 4.6693 149.297 74.4513 74.8456 66.2071 8.63847 4.97781 6.61301 70.8634 66.0197 3.86028 3.03109 3.66066 64.6063 63.1616 17.6615 45.5001 15.1163 10.3345 40.7111 3.72431 36.9868 33.7314 4.81966 28.9117 27.0588
internal_count=2900 2845 59 55 47 2786 1086 1700 1522 178 107 79 1033 997 98 79 71 968 814 137 677 118 86 649 182 467 448 64 384 374
is_linear=0
shrinkage=0.0377826


Tree=544
num_leaves=31
num_cat=0
split_feature=0 9 6 4 8 4 7 4 16 7 13 19 18 7 2 0 6 3 6 6 18 17 8 2 7 6 6 6 16 17
split_gain=0.232596 0.651278 1.60404 0.977955 0.822749 0.66623 0.793162 0.615409 0.649007 1.41656 0.500951 0.748277 0.829872 1.32081 0.497288 0.478982 0.48373 0.814378 1.02662 0.685731 0.652786 1.61087 1.12017 0.842399 0.794056 0.672298 0.484765 0.752439 0.913808 0.745571
threshold=85.716110573100011 186.14781787895004 16.465384711100004 375.86663358980007 8.3434888241000014 186.12253940095005 20.861721588400005 229.01066513960004 22.824946625350005 23.738191650050002 117.62810858150002 13.351077205700003 11.780121045600003 19.468732114900003 156.02689307135003 85.807518149550006 18.155424198600006 93.58791597905001 16.475384944750001 16.535386346650004 13.278511569200001 184.59783591905003 9.1428649988500013 150.25462338360003 22.426784932800004 16.475384944750001 16.565387047600002 16.515385879350003 22.654947022900004 199.14656950540004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 6 -4 -7 9 -9 11 12 -1 -14 -13 -2 17 20 -19 -20 21 24 26 25 -17 -23 27 28 -22 -30
right_child=15 2 5 -5 -6 7 -8 8 -10 -11 -12 14 13 -15 -16 16 -18 18 19 -21 22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.060167790986328712 0.014533992431423054 -0.057273608898350092 0.00809174789623489 -0.052079094920828073 0.047606159610122517 0.026204821197409033 -0.037085923840385823 -0.056264026187896797 0.014663983874706743 0.026942236940980219 -0.015376018018851818 0.0053436362296320613 0.027392602697264849 -0.048461496297575804 0.036959879774151411 0.0027820548449056454 0.026898923524451508 -0.049128190299273296 0.013981738228639658 -0.026144964788423961 -0.00049494448533625663 0.038069134610567539 -0.039253400667051297 -0.0022902989523973269 -0.042937638276764195 0.011171309331720034 0.01732553426475255 -0.024859564540727158 0.0030040115245326057 0.039547994178510792
leaf_weight=0.56830978550715228 5.789222282357513 1.4983675741241302 1.3599177800351738 0.64860279932327181 1.0157963868696249 2.0004661640850827 2.3288428351515904 1.2025483021279799 1.7317040422931311 0.72432036884129036 2.4216542165959254 2.1486995801096782 1.5882960847229699 0.74505924840923388 2.2501266718609259 1.8409139431314536 1.5395342893898476 1.594806788896675 2.0777490824693818 1.7196372156031428 93.138549942937971 4.7952330447733384 1.5903798695653666 3.0510128447785965 1.5424946752609683 3.5899452045559883 3.6481224559247485 2.6439555268734685 2.6166055165231219 2.3333345521241426
leaf_count=61 41 40 22 36 10 22 37 47 26 7 77 31 28 103 33 32 11 30 26 17 1949 32 25 28 13 22 21 27 20 26
internal_value=0.000569066 -0.00388224 -0.012125 0.00396936 0.00735485 -0.00488811 -0.0204305 0.00524296 -0.00621874 -0.0249863 0.00314929 0.00929434 -0.00923369 0.00317177 0.0215163 0.00131031 0.000710924 0.000391409 -0.0174807 -0.00418954 0.00118923 0.0104293 -0.000102945 0.0188583 -0.0180615 0.0265534 0.000493566 -0.00011602 0.000550937 0.0202303
internal_weight=155.744 22.2327 10.8462 11.3865 10.7379 9.3478 3.68876 5.65904 3.65857 1.92687 9.72215 7.30049 2.90167 2.33336 4.39883 133.511 127.722 126.183 5.39219 3.79739 120.791 14.8196 105.971 11.4362 3.38341 8.38518 104.381 100.732 98.0885 4.94994
internal_count=2900 580 201 379 343 161 59 102 80 54 333 256 192 131 64 2320 2279 2268 73 43 2195 127 2068 82 45 54 2043 2022 1995 46
is_linear=0
shrinkage=0.0470034


Tree=545
num_leaves=31
num_cat=0
split_feature=6 13 13 10 2 14 4 4 7 8 7 16 16 16 10 10 19 16 6 0 5 19 5 15 6 3 18 10 16 7
split_gain=0.231199 0.530107 0.426556 0.779773 0.658831 0.609384 0.816222 0.543241 0.573413 0.684934 0.619444 0.563784 0.498022 0.84043 0.518651 0.430076 0.411248 1.05904 0.403015 0.343117 1.09335 1.15881 0.801417 0.605823 0.552154 0.499307 0.440384 0.393492 0.375842 2.54779
threshold=10.715250360100002 107.54907905045002 105.64833915220002 67.649671936450019 127.74713841330002 234.77501868895004 248.34582299520005 256.08338064055005 24.101221167900004 1.8485574041500004 27.406980840450004 14.099967028150003 17.924958083650004 14.274966618900002 90.740838818900016 104.14280259920001 11.850956171350001 12.674970360400001 11.175261108200003 98.615332683000005 14.515626273450001 12.050972309250001 16.222050829800004 23.304416445750004 13.135306904350001 77.769028339500025 15.793187706400001 76.763544998700013 15.444963882950001 24.176224535650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 9 11 16 -9 13 14 -12 -16 -10 -18 -2 22 21 25 27 -22 -25 -21 -23 -20 29 -24
right_child=18 -3 -4 4 5 6 7 8 10 -11 12 -13 -14 -15 15 -17 17 -19 19 20 23 26 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.046935922341018364 0.017967266252974796 -0.04944525797149988 0.035418206264494649 -0.035779331011048882 0.039918774257427202 -0.048332432962966208 0.036984828080348385 0.0091095521580783021 -0.04444728542836799 0.029140100584461689 0.017864787238794085 -0.0466080891718572 0.036324488515996595 -0.044993693903082679 -0.043288555332003958 0.02551165036628639 0.039884908033688646 -0.035915901427660435 0.0070015676196401744 -0.0070495927952382046 -0.04760895226935432 0.0036389527175770386 0.0062397141628120672 -0.044932746016516277 0.0062926019778955277 0.026202142893778608 -0.04587581233896483 0.030940593782508789 0.0011291536030907739 -0.054290855859540563
leaf_weight=0.74351941514759801 2.4936491681728503 0.4621853115968414 0.50195593945682127 0.97639498530770552 0.67339734791312267 0.64328338793711637 0.71099721814971317 1.0065417237346976 1.1197928393958139 1.9611370349302886 1.9556888111983433 0.48888665839331213 0.63174749445170153 0.74061464203987259 0.5576945963257457 0.23358621525403578 0.50420402153395094 0.98917966859880835 2.7253212081268421 1.1681634464766815 1.449898033984937 0.50070115318521835 4.9039609732280942 0.56469634530367319 1.1738225773442534 2.7316866494948044 0.92998080421239138 2.2891892530024052 116.67629742629651 1.6956337853334842
leaf_count=29 41 11 6 124 14 36 21 39 113 24 85 48 10 39 160 74 7 65 38 35 66 12 182 33 32 42 37 15 1439 23
internal_value=0.000469425 -0.00457016 -0.00313369 -0.00452221 -0.00213192 0.000557269 -0.00173894 0.00101084 -0.00149943 0.0125937 -0.00873503 -0.0091057 0.00154886 -0.00475047 0.00609957 -0.0229787 -0.0249462 -0.0103236 0.00100849 0.000699382 -0.0075732 0.00422085 0.00124871 -0.027291 -0.0103461 0.0162419 -0.0285469 0.01793 0.000570163 -0.0093124
internal_weight=154.204 14.9008 14.4386 13.9367 13.1931 12.2168 11.5434 10.9001 10.1891 3.45657 6.73251 1.49543 4.11933 3.48758 2.74697 0.791281 2.61318 1.49338 139.303 136.809 8.51895 5.33053 128.29 3.18842 1.73852 3.89985 1.43068 5.01451 123.276 6.59959
internal_count=2900 905 894 888 859 735 721 685 664 111 553 87 368 358 319 234 185 72 1995 1954 257 126 1697 131 65 77 49 53 1644 205
is_linear=0
shrinkage=0.0425671


Tree=546
num_leaves=31
num_cat=0
split_feature=16 16 9 15 0 0 15 16 13 0 3 5 5 13 5 5 5 9 13 17 18 7 17 10 5 18 15 8 16 0
split_gain=1.20764 1.339 2.4484 1.25735 1.11531 2.12887 1.90063 1.85305 2.29752 2.46538 2.41951 1.65987 1.28763 1.26382 1.23849 1.21802 1.29329 2.51464 2.22555 1.5175 2.61102 1.58378 1.51933 1.42712 1.38153 1.32131 1.58833 1.26579 1.61645 2.27497
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 96.249489528150022 94.047642319350018 27.122924609850003 19.214955067100004 112.82921081865001 92.031298721500022 89.227236891450005 18.092020786850004 18.367178700250005 113.92610173585001 19.915533535850003 20.206488238950005 21.042547594650003 198.78883073475004 117.50981642375002 188.16174763880002 13.064341268650002 22.535351262400003 189.27091549140002 62.041548276350007 21.495293572000005 11.955585097900002 42.914654887700003 8.543332867800002 22.694946929300002 86.135510041400025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 -7 14 9 -9 -10 -11 -8 -12 -2 -15 17 18 -17 20 21 23 -21 24 -18 -26 -27 28 29 -24
right_child=4 2 -4 -5 -6 6 12 8 10 11 13 -13 -14 15 -16 16 19 -19 -20 22 -22 -23 27 -25 25 26 -28 -29 -30 -31
leaf_value=9.1799887253027142e-06 0.0016161263893299373 0.0013225239431585794 -0.0023767767254682846 -0.0020296790872351461 0.0011227125917453776 0.00097823738924360487 -0.0023652141480097473 -0.0023716836159904334 0.0013096869539542108 0.00073428714006827233 -0.0011495124970086871 -0.0011045936939522885 -0.00049519948181239335 0.00091363211454058367 0.00010633129548145046 0.0012721234872257897 0.0016115745493593386 -0.0017456965417011424 -0.00079777691668575089 0.0013414832534902675 -0.0020674150254419103 0.00095716299055487544 -0.00054903272851238429 -0.0018689074413751141 0.000388321901092726 -0.0017671048908120281 0.00023108024773802992 -0.00018126803146391754 0.0017700943060555059 0.00065345872240522341
leaf_weight=66.462245109287323 5.8312458731234056 0.93343576625920777 2.2665693210437894 1.1368556934176002 4.9414972867816678 1.6482679843902577 2.575026985257864 2.4605287164449674 7.6398062780499449 3.791476059705019 2.546245574951171 3.4778754925355315 2.8853835593909025 8.5921887978911382 3.0620992352487519 3.633792541921137 1.6252949684858382 3.7216172721236944 4.0689824596047401 5.8613183569395906 2.406125711859203 5.2712830600794396 7.6285871574655166 1.808635769644751 5.6297355194110406 3.4204715639352798 2.5780122298747301 14.07390965358354 3.3535050246864548 24.44110800512135
leaf_count=1634 31 22 74 59 31 10 39 35 51 20 16 32 41 47 42 19 7 30 25 35 33 48 89 17 63 59 22 127 23 119
internal_value=0.000121723 -8.26277e-05 -0.0012977 -2.51088e-05 0.000225828 0.000192762 -0.000830947 0.000250097 0.000186339 -0.000708457 0.000266729 -0.000145489 -0.00137706 0.000187572 0.00109628 0.000222272 0.000155916 -0.000448192 0.000178701 0.000244287 -0.000173808 5.02686e-05 0.000416028 -0.000267116 -4.85283e-05 -0.000280564 -0.00090833 0.000306438 0.000500207 0.000367416
internal_weight=209.773 70.7991 3.20001 67.5991 138.974 134.033 7.10868 126.924 118.031 9.72988 108.301 7.26935 5.46041 100.661 8.89335 98.1146 89.5224 11.4244 7.70278 78.098 22.7396 20.3334 55.3584 15.0622 13.2535 11.6282 5.99848 49.4971 35.4232 32.0697
internal_count=2900 1789 96 1693 1111 1080 90 990 917 87 830 52 80 779 73 763 716 74 44 642 249 216 393 168 151 144 81 358 231 208
is_linear=0
shrinkage=0.00192234


Tree=547
num_leaves=31
num_cat=0
split_feature=15 13 17 5 18 9 8 13 13 17 15 4 8 15 6 16 15 2 12 13 6 10 13 19 16 14 6 5 9 18
split_gain=0.223665 0.806612 0.454342 0.419893 0.419168 0.363744 0.345437 0.636956 0.670218 0.904718 0.56106 0.797526 0.480008 0.369957 0.369076 0.893268 0.652058 0.513976 0.382784 0.41098 1.36166 0.852545 0.782737 0.984402 2.19414 0.479203 1.26785 2.34557 0.990789 1.81253
threshold=46.574831689400007 117.61735474900001 157.96759137085004 25.556820288350004 14.163996107200001 43.506455664950003 10.441851282850001 117.99105042915001 117.69263157665002 191.06791329340004 43.376643616500012 159.66984649465005 9.5425530862500008 42.670190152050004 17.765415086100003 21.979948601300006 27.838459342350003 92.716362671650018 78.909246879600019 117.61735474900001 16.515385879350003 61.944763783650011 117.55283175385001 14.451165964200003 22.624947093000003 241.54317565595002 16.435384010100005 23.663981639800003 186.14781787895004 13.512826932300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -3 -2 -1 7 8 12 -10 11 -9 14 -13 18 16 17 -16 -4 22 21 -21 25 24 -24 28 -27 -28 -20 -30
right_child=1 3 6 -5 -6 -7 -8 10 9 -11 -12 13 -14 -15 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=0.032172899705950581 -0.0554218328014544 -0.017549125263557026 -0.015856323670966538 0.018372074743559876 0.0050324749616310997 -0.059771442909883184 0.028934840842410957 0.0049015151785986874 -0.00066208833967874869 0.038194049452199466 0.018352070423170403 -0.06060466443484773 0.02844819472034699 -0.015063780754302931 0.055189163389597604 0.035711249692658556 -0.066820823077741523 -0.05148076384723501 -0.01188110857850261 0.015620295340029854 -0.037282335434315493 -0.019305897094148365 -0.036539496172274234 0.029051981501052558 0.02263649245193965 4.9897960139213659e-05 -0.052857624550718837 0.0088507217193445863 0.025997886064535826 0.0014870437766252751
leaf_weight=0.13564715786196657 1.1373137889895577 1.3756577766034754 3.4000673168338826 1.9875828060321508 0.38303317083045829 0.51794013742619427 1.1036761556752015 1.1830920586362474 3.1561040203087023 2.8478927537798882 0.8208858361467718 1.4373067817068661 1.540649210801347 0.64591277483850706 0.24678261578082927 0.49711559712886799 0.91498553732526489 0.20793430501362309 8.0735025265603308 4.7853204663842899 2.9294718857854605 2.7491380516439676 2.4767841119319183 5.7277072831057012 4.2538344468921423 50.857650773672503 3.2822837084531775 2.897185722598806 9.8481858540326339 32.119255327474093
leaf_count=26 67 27 39 29 9 70 13 19 25 18 9 76 30 8 1 3 20 50 256 30 24 24 26 37 33 1321 42 62 70 436
internal_value=0.000546903 -0.00997832 0.000892673 0.00367932 -0.0401911 -0.0406891 0.0010763 0.000866994 0.00142379 0.0177687 -0.0185882 -0.0278719 0.000706474 -0.0464845 0.000390505 -0.0216799 -0.0425092 0.00641082 0.00069936 0.00113236 -0.00836626 0.00287659 0.00196385 0.0138215 0.000860463 0.000584235 -0.00254771 -0.0239263 0.00415405 0.00723882
internal_weight=153.54 4.88359 148.656 3.36324 1.52035 0.653587 148.003 146.899 142.812 6.004 4.0872 3.26631 136.808 2.08322 135.267 1.86682 1.3697 0.454717 133.4 130 10.4639 7.53446 119.536 12.4583 6.73062 107.078 57.0371 6.17947 50.0409 41.9674
internal_count=2900 132 2768 56 76 96 2672 2659 2547 43 112 103 2504 84 2474 74 71 51 2400 2361 78 54 2283 96 59 2187 1425 104 762 506
is_linear=0
shrinkage=0.0499828


Tree=548
num_leaves=31
num_cat=0
split_feature=16 16 16 13 0 3 6 0 15 2 9 8 15 14 8 7 4 10 7 17 17 16 17 6 15 9 4 9 16 7
split_gain=1.16441 2.55188 1.59471 3.21941 1.96727 1.63905 1.80692 1.66911 1.58799 1.30822 1.28606 2.34255 1.76232 1.30207 1.23978 1.23977 1.28845 1.81839 2.28811 1.25337 1.81649 1.92963 1.70109 1.47503 1.61312 1.15364 1.13321 1.61571 1.2214 1.42272
threshold=20.394952307700002 19.974953289850003 20.674951653000004 113.85351336640001 87.181320254150009 92.751805500450018 16.355382140900002 86.692020874450009 38.567335632300008 325.75432260090003 201.78065190905002 9.5425530862500008 41.657300687350009 287.24487179220006 2.8477776226000002 23.699538637550003 248.34582299520005 61.944763783650011 23.124786352450005 188.07781354100004 186.34046889365004 22.614947116400003 184.84480138465003 16.445384243750002 40.128253618400009 195.51131808980003 426.49971963025007 195.07922778810004 22.654947022900004 23.903127120600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 -4 5 -5 -7 10 9 -1 15 12 -12 -14 -11 16 19 25 -19 20 21 -8 -23 -21 -25 -18 27 -6 29 -29
right_child=2 -3 3 4 26 6 7 -9 -10 14 11 -13 13 -15 -16 -17 17 18 -20 23 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00010448555900009438 0.0012549139974741288 -0.0019443493100622126 -0.0016377155577614213 -0.0012776607623267572 0.0013344011623856935 -0.0011521514318586722 0.001634297392497309 0.0013856466126046898 -0.0019544449777060945 -9.6395249566104518e-05 -0.0024624831825681027 0.00067916822430586995 0.00089197857225035418 -0.0012572130153773026 -0.0021204580925709912 0.0014968715967554327 -0.0003847957716895211 -0.0021002137473910194 5.7711342469536037e-06 -0.00023332440242928082 -0.0010264502578325053 -0.0008810170149328541 0.00097284539153898457 0.00046721603186479049 0.0018563002951049576 0.0014385487547945587 0.0017304215216438295 0.00062182965028270329 0.0011798115913255515 -0.00059253926592632566
leaf_weight=86.807180088479072 5.6375270090065888 2.5109685650095335 3.3886004509404293 3.0798819884657851 7.0307206995785299 3.6822325127432114 3.4230406722053903 4.3256569653749457 1.4818448808509845 2.6551713858498251 2.4126741299405676 4.2296362482011318 1.7118072090670464 2.6610503809060901 1.9320091489353215 2.9285924760624757 2.4198738103732449 3.3194599287817255 4.4786574635654688 3.9918889841064837 4.3853295529261223 4.379597682505846 3.1407763138413429 6.6778363734483701 5.7490056604146957 2.7277741581201553 3.413783397525548 6.8105824440717715 4.069744646549224 7.4815352968871593
leaf_count=1852 43 33 36 25 33 45 26 18 39 89 40 30 16 34 86 15 31 74 35 26 30 35 15 34 24 14 19 31 25 47
internal_value=0.000122531 -3.209e-05 0.000259657 0.000204606 0.000267966 9.33733e-05 0.000156733 0.000233281 1.96091e-05 5.16159e-05 0.00014827 -0.000443674 -0.00114358 -0.000415886 -0.000948881 0.00028519 0.000205793 -0.000305339 -0.000890693 0.000414219 1.89144e-05 0.000437821 -0.000106778 0.00078328 0.00110985 0.000581407 0.00069056 0.000550761 0.000250707 -1.38595e-05
internal_weight=202.944 95.3872 107.557 101.92 98.5311 69.7248 66.6449 62.9627 92.8762 91.3944 58.637 11.0152 6.78553 4.37286 4.58718 47.6218 44.6932 12.9458 7.79812 31.7475 15.3287 10.9434 7.52037 16.4187 12.4268 5.14765 28.8064 25.3926 18.3619 14.2921
internal_count=2900 2099 801 758 722 567 542 497 2066 2027 479 120 90 50 175 359 344 154 109 190 106 76 50 84 58 45 155 136 103 78
is_linear=0
shrinkage=0.00192234


Tree=549
num_leaves=31
num_cat=0
split_feature=6 6 0 10 9 3 7 15 9 8 8 9 7 17 16 12 4 7 4 7 17 18 18 18 9 0 0 17 10 12
split_gain=1.13753 2.1041 0.929341 1.06011 1.98279 1.70975 1.9091 1.16428 1.19818 2.50222 1.41097 1.68015 1.00333 1.97447 1.17823 1.04868 1.00364 0.950605 2.36886 1.93412 1.82773 1.43564 1.18976 1.82111 1.09115 0.921656 2.24591 1.94355 1.64965 2.2329
threshold=13.075305502400001 12.380289263450001 85.716110573100011 61.917879202350001 187.38923140910003 93.932038619750017 19.468732114900003 43.132842597400007 191.62448690950001 10.441851282850001 5.9453602998000008 71.82068887245002 22.580174331950005 189.37128582595003 22.714946882600003 98.870599058600007 172.73046293330003 23.124786352450005 242.83931210760002 23.147601011700004 191.27887671285004 13.386548691950003 13.24392582145 13.057710350500001 190.24759545780003 93.972365491700018 96.055920542800024 188.84204146815003 62.837331883000012 171.05377706560003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -7 8 10 -10 11 -2 13 15 17 -4 -17 18 21 -19 -20 22 23 -14 -21 28 27 -27 29 -26
right_child=2 -3 12 4 -6 6 -8 -9 9 -11 -12 -13 14 -15 -16 16 -18 19 20 24 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-3.4621912903747449e-05 0.00016318814302198692 -0.0016401557151018457 -0.00065644724980247178 0.0012025649310617639 -0.0015730193339603645 0.0018265727804665122 -0.0017496604873261136 0.00086876414812053012 -0.002134898837148915 0.00087536937645080616 0.0010926413490661242 -0.0019857849041115682 0.0010808810656088312 0.0017907689000048925 0.001408973738615506 0.0016171073955018472 0.00011693944451736321 0.001938484355017357 -0.00030882474883813958 -0.00087970841865931835 -0.0023738805535941086 -0.00074683710542903625 0.0012909209824816773 -0.00061280185979360388 -0.0013853489250987116 0.00050165034243180359 0.00033127059843563475 -0.0013060232471157312 0.00072570092575996621 0.00027030839626763663
leaf_weight=38.846932789630955 6.2135053181555211 3.1330831940285853 3.0281185167841596 2.7141038225963694 4.298085018643178 0.70017913170158896 2.1839313498931006 5.6618807306513181 2.5891772219911209 1.5788645371794698 3.9913784936070442 1.6315654040081424 3.9160269573330933 4.3538595214486113 2.8195339888334265 2.5301927328109741 4.2358078239485621 2.3811772689223281 3.7355876609217367 3.1070030520204446 2.5694195204414427 4.3887406419962636 4.4616251438856116 5.3158954530954361 3.2518193498253849 3.0589587311260384 22.447631071787328 6.8284971732646227 28.12938488367945 26.239302746020257
leaf_count=1152 98 76 20 15 106 5 83 38 44 8 20 158 21 23 17 10 42 9 41 36 29 28 19 32 21 37 221 138 191 162
internal_value=0.000123107 -0.000154447 0.000192314 -9.91938e-05 -0.000610258 0.000128912 -0.000881454 0.000134239 -0.000125613 -0.000994602 0.00018039 -0.000283741 0.000259572 0.000734796 0.000204754 0.000265376 0.000677938 0.000176419 -0.000155656 0.000261269 -0.00115038 0.000191187 0.000491821 0.00010563 0.000218355 0.000256281 1.62646e-06 -0.000746769 0.000399186 8.77484e-05
internal_weight=210.341 41.98 168.361 31.5627 9.8963 5.59821 2.88411 21.6664 16.0045 4.16804 11.8364 7.84507 136.799 14.148 122.651 9.79412 6.766 119.831 24.3873 95.4438 6.30501 18.0823 13.6935 9.23192 93.0626 89.9556 32.3351 9.88746 57.6205 29.4911
internal_count=2900 1228 1672 575 209 103 88 366 328 52 276 256 1097 95 1002 72 52 985 170 815 70 100 72 53 806 770 396 175 374 183
is_linear=0
shrinkage=0.00188464


Tree=550
num_leaves=31
num_cat=0
split_feature=17 6 13 17 5 9 5 19 9 12 10 9 9 10 9 17 0 0 18 9 6 13 4 10 2 0 6 0 9 12
split_gain=0.401306 0.341375 0.487416 0.592358 0.845934 0.381452 0.589067 0.567417 0.622043 0.416743 0.405758 0.387441 0.85437 0.716952 0.646295 0.478263 1.57463 1.55189 1.55645 0.852049 0.6924 0.737381 0.957361 0.672692 0.646911 0.555829 0.554957 0.521586 0.466974 1.21932
threshold=157.96759137085004 22.585527707250005 119.04223755815001 163.09717696605003 32.00428233840001 229.57186039115001 13.592434445950001 14.651182102100002 201.2906445504 58.770113158150004 78.962703749400006 223.24918598180003 220.28141982375004 71.225321249950014 224.73355223045004 207.79550897605 89.872466842800023 91.144107538500023 15.502113896900001 214.22994816675003 14.185331438000002 106.97106055245001 254.49455531690003 76.220476456350013 347.55895130095001 89.738043936200015 11.895277931250002 87.393708446500014 207.37918994975004 98.183360147100004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 9 -9 -2 -7 12 15 -13 -15 19 -17 -18 -19 24 21 22 -20 -24 28 -21 -25 -26 -11 -30
right_child=1 -3 3 4 -6 6 -8 8 -10 11 -12 13 -14 14 -16 16 17 18 20 25 -22 -23 23 26 27 -27 -28 -29 29 -31
leaf_value=-0.037346887220760294 0.03260309239854782 0.026846973357114681 0.031984479473785007 -0.043917210536820836 0.017939597953156076 0.049198607289084366 -0.049423438322184723 0.00067600775568400393 0.032305097275998014 0.0017715752236897955 -0.024054694901558933 0.036335327344360673 -0.034523735006946901 0.023952332034777118 -0.041813038280178787 -0.058207409766610485 0.042797598063747437 -0.06100976177580901 -0.049811664655069685 -0.010715339884642704 -0.0409819333882602 0.046950169803561155 -0.049757124337884574 0.0039590938152905941 -0.055350595674003487 0.02808052848194139 0.050146269722577359 -0.0033366048420476082 0.027270495495451099 -0.015229537600300528
leaf_weight=0.61576347716618229 0.89392639882862468 1.0997959598898877 0.43843341572210137 1.8259735770989212 0.66907729627564538 0.31231174618005642 0.82362887694034725 2.850435083732008 2.6643850216642022 108.13534510519821 0.36111360392533243 1.7785367411561304 1.5696023351629254 0.65251768520101883 0.67156920465640724 1.2766306893900026 1.4215271342545728 1.1584675405174492 0.80406375613529224 1.0274051445303474 0.87988010374829162 0.76276735588908184 0.4312933706678449 3.2526835279131778 0.82158574489585479 4.0109652281244053 0.70019301213324059 0.88902349167619832 1.7823040006915096 9.2780458905617689
leaf_count=96 7 7 11 69 7 3 21 26 19 1819 38 16 47 14 27 18 14 25 44 19 25 6 20 163 32 69 7 44 23 164
internal_value=0.000569352 0.000721707 0.000532856 -0.0184646 -0.0273296 0.000906348 -0.0227298 0.0011459 0.015957 0.000571483 0.00991769 0.000368843 -3.8732e-07 0.0168157 -0.00940348 0.00039621 -0.00916194 -0.00250869 -0.0105699 0.0012073 -0.00201571 0.00374561 -0.00260627 0.00605128 0.000417119 0.0201694 0.0121405 -0.0283183 0.000829509 -0.00838093
internal_weight=153.859 153.243 152.144 2.93348 2.49505 149.21 1.49705 147.713 5.51482 142.198 0.673425 141.304 138.202 3.10262 1.32409 136.632 10.6875 9.41088 7.98935 125.945 6.83088 5.951 5.18823 4.38417 120.906 5.03837 3.95288 1.71061 119.196 11.0603
internal_count=2900 2804 2797 87 76 2710 62 2648 45 2603 41 2596 2539 57 41 2492 322 304 290 2170 265 240 234 190 2082 88 170 76 2006 187
is_linear=0
shrinkage=0.0470614


Tree=551
num_leaves=31
num_cat=0
split_feature=5 10 8 16 17 5 18 19 10 0 6 16 12 5 16 9 16 17 17 7 3 7 18 0 7 17 10 9 3 7
split_gain=1.37067 1.09484 1.03675 1.00981 0.982043 0.849082 1.3242 0.854288 0.978024 0.812654 1.15994 2.15595 1.8815 2.1897 1.75716 2.28918 1.86978 1.85076 1.81848 1.41649 1.23513 1.70578 1.67171 1.19921 2.38932 1.14169 0.978157 1.92757 1.24595 2.57533
threshold=11.848158554650002 82.204984254750016 7.1444245619500011 17.614958808600004 180.19381692845005 7.7286379265000011 16.511813275700003 10.350835137000002 90.988176966900014 85.716110573100011 14.835346625500001 15.919962772200003 104.53648605375001 20.485565917300004 18.764956119400004 192.09062119805003 17.654958715000003 234.67375690460003 191.89151741935004 24.758300720050006 82.979260196300018 24.176224535650004 14.777583298400002 102.65877371115 24.122256664450003 206.02826764000002 61.917879202350001 187.38923140910003 93.985807782350022 19.617375644250004
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 8 -8 26 11 23 19 14 15 -14 -17 18 -18 -13 -16 -22 -23 -11 -25 -15 -2 28 -28 -30
right_child=9 2 -4 -5 5 -7 7 -9 -10 10 -12 12 13 25 20 16 17 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0014825125602504782 0.00011939863936458607 -0.0019689163388006969 -0.0019499480912665492 0.00023772794310062797 0.00094725977355774715 0.0010030542181921321 0.0011018140838413421 -0.0019626462065923493 -0.0019288246935664549 0.00048609309679283291 0.00035310855192504379 -0.0023823089292704866 0.0010423958812347839 -0.0021214948712582038 0.001569554606525092 -0.0021325622629210414 0.00058876257060278187 0.0018274598348977883 -0.0016924582870818669 -7.5207952080943828e-05 0.0012317193946488178 -0.0017863499175482449 0.00048309186789515483 0.0012614538099045209 -0.001660515410198712 2.7357798355829571e-05 0.00089217986979317802 -0.0015710045544348838 0.0015336713608613912 -0.0023610267917558618
leaf_weight=4.5300451288931098 20.920369408966511 0.72040576653671173 0.91236235119868148 1.6548136577475814 2.2345187496393901 3.7663291341159493 1.0389868346974256 1.5254885443719102 0.59470228769350786 30.3052352553932 96.720801177201793 2.5471527818590429 2.8738828198984327 2.7414383122231802 3.3253328427672368 2.9152771541848761 2.0491044698283076 1.173458334058523 3.147920701187104 1.5029873643070457 3.336363086476922 2.0881224758923054 2.5740003818646073 1.5763381458818901 2.6906038373708725 1.292120882309973 3.2030429420992714 4.1897674907231703 0.97605762630701098 1.577931623382028
leaf_count=199 369 108 103 25 32 63 15 130 102 350 643 39 24 61 18 82 23 8 81 16 22 30 21 11 99 16 19 106 8 77
internal_value=0.000123443 -0.000390026 -2.77293e-05 -0.00102225 0.000149769 0.000316397 -0.000163085 -0.000948443 -1.41161e-06 0.000168442 0.000221583 2.92429e-05 -0.000326851 -0.000150329 7.00062e-05 -0.00042749 -0.00088241 -0.000310312 -0.000793009 -0.00152615 0.000604223 0.000202891 -0.00053337 0.000354385 -0.000581051 -0.00143313 -0.000111937 -0.000598488 0.000109276 -0.000872591
internal_weight=210.705 16.9777 10.7928 6.18486 9.88043 9.16003 5.3937 3.15918 1.63369 193.727 162.86 66.1393 31.5672 27.517 23.4835 12.1596 9.28576 6.37048 5.19703 4.05014 11.3238 7.99849 4.66212 34.5722 4.26694 4.03356 30.8672 9.9468 5.75703 2.55399
internal_count=2900 777 553 224 450 342 279 247 117 2123 1544 901 441 386 309 218 194 112 104 55 91 73 51 460 110 77 579 210 104 85
is_linear=0
shrinkage=0.00188464


Tree=552
num_leaves=31
num_cat=0
split_feature=16 4 5 17 7 2 16 12 16 3 0 10 15 16 13 0 19 3 0 16 18 6 2 3 16 10 7 4 7 7
split_gain=1.19777 1.50467 2.8843 2.61837 2.20996 1.61346 1.40717 1.71102 1.3497 1.29726 1.25931 1.9027 3.04294 1.53484 2.32396 2.70364 4.37627 2.26616 1.32656 1.22525 1.19128 2.87593 2.11039 1.15207 1.09897 1.19863 1.52187 1.31224 1.0989 1.08612
threshold=18.594956516900002 309.48890441440005 21.377246852200006 203.08534335880003 25.308871412700004 325.75432260090003 15.919962772200003 96.350437043050007 15.444963882950001 80.941408933400012 96.249489528150022 70.284360904350009 27.122924609850003 19.214955067100004 112.82921081865001 92.031298721500022 13.751109481500002 89.227236891450005 92.313586825200005 22.664946999500003 14.804191144800003 11.585270688000001 201.92500828480004 82.081315180750025 18.484956774100002 71.090898343450007 22.372035319250003 212.51885705880002 19.617375644250004 24.252468908850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 10 4 5 -3 19 8 -8 -1 -10 11 13 -13 18 15 -15 -17 -16 -2 -4 22 -22 24 -11 25 26 28 -27 -9 -19
right_child=1 2 3 -5 -6 -7 7 20 9 23 -12 12 -14 14 17 16 -18 29 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-6.1351231837169934e-05 -2.7798400049177067e-05 -0.0029833439786962606 -0.00050546474878817031 0.0010980100642573227 -0.00029910690780320429 -0.0023022729079609423 -0.0024661489700205934 0.00091434605095924455 -0.00061618577693029581 0.0020338899801262953 0.001416426541555574 0.0014139615745963538 -0.0023224893096269023 -0.0025569199987820449 0.0016436542338757428 -0.0020184272293827972 0.0010835426777329401 0.00023969855102030948 0.001662193541154311 0.0011821427514913049 0.00031168155593970325 -0.0019221570641048753 -0.0022650351417549106 0.00031204829054676042 -0.0017370571425123177 -0.0022931018638275725 0.0021708729725814597 0.00054325789409320161 -0.0021563887494420813 0.0014647248790396715
leaf_weight=39.079586363921408 2.8035419473890197 2.4701423253864077 8.5864200987853128 7.2712192069739094 2.6457662470638752 1.6804934717947606 1.7387340761488328 1.6083413462620231 1.9733907654881457 3.6531394310295582 4.2266790252178899 1.3580104447901238 2.7381296288222075 2.3896492831408969 5.4334048330783835 3.0398166440427286 5.0264740884304047 82.469076448818669 6.2405647002160549 2.2643047254532567 4.4997910899110121 5.1449394356459379 1.3680898893508118 2.9058288311352953 0.87258863868191916 0.97969511640258167 3.1458203969523311 2.2160587797407061 0.69517827872186888 3.1287163197994223
leaf_count=1114 34 28 88 49 25 37 54 67 41 21 24 8 56 30 31 30 23 581 32 20 99 150 66 30 25 35 14 38 35 15
internal_value=0.000120322 0.000226854 -0.000229114 0.000123799 -0.00159515 -0.000441486 -9.88542e-05 -0.000522305 9.92038e-05 0.000834572 0.00032245 0.000282111 -0.00108373 0.000332727 0.000260936 -0.00065029 -8.54481e-05 0.000365601 0.00113832 -0.000153299 -0.00035768 -0.00087995 0.000105048 0.00127106 0.000445728 0.000666046 0.00124798 -0.000326261 -1.23698e-05 0.000284475
internal_weight=213.654 143.772 24.9183 19.8024 5.11591 12.5312 69.8812 22.2692 47.6119 8.53236 118.854 114.627 4.09614 110.531 101.487 10.4559 8.06629 91.0312 9.04411 10.8507 20.5305 9.64473 10.8858 6.55897 9.51768 8.64509 5.44934 3.19575 2.30352 85.5978
internal_count=2900 1111 247 194 53 145 1789 583 1206 92 864 840 64 776 710 83 53 627 66 108 529 249 280 51 214 189 116 73 102 596
is_linear=0
shrinkage=0.00204082


Tree=553
num_leaves=31
num_cat=0
split_feature=5 5 5 5 12 3 18 5 6 2 15 17 17 12 17 12 9 12 16 18 14 15 5 0 16 10 7 12 13 0
split_gain=1.59947 1.20107 1.38814 1.17981 1.75553 1.47598 1.73552 1.43702 1.30607 0.967091 1.85619 1.05892 1.38344 1.2326 1.04111 1.03564 1.92146 1.02503 1.41016 2.09673 1.24502 1.35004 1.73833 0.909259 1.08278 0.885061 1.12694 1.08206 0.874733 1.41679
threshold=12.294714844000003 23.606333875400001 23.151456684850004 25.763052016400003 202.12526968910001 101.23926781830001 11.904475184000002 24.779543538450003 16.405383309150004 339.55821382900007 42.385947950200006 208.12573104970002 209.52161856205001 200.03640368750004 213.85098605320005 286.25174907180002 75.115715165350011 234.88438170465002 12.644970430600003 17.327266398450003 305.51637840660004 25.134223482700005 21.197160116700001 86.162394622750014 22.694946929300002 82.204984254750016 24.575790737200006 223.75709202500002 99.19872809730002 98.327667663000014
decision_type=2 2 2 2 2 2 2 2 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 9 4 -3 -5 -7 8 -6 10 11 15 -13 14 -14 17 -17 18 19 -2 -19 -22 -23 24 -10 27 -27 -1 -20 -30
right_child=1 3 -4 5 7 6 -8 -9 23 -11 -12 12 13 -15 -16 16 -18 20 28 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00044607797226921177 -0.0020969749832796059 -0.0018867555613436735 0.00095266225085294948 0.00091770891158765903 -0.0012164549434589451 0.00029480691191113005 -0.0015207196262738963 -0.0014241276840279856 -0.00069313581821341119 0.0012044075014556073 -0.0014491700895784541 -0.0022124144819431883 1.1713877079909885e-05 0.00035379485463159124 -0.0021994585664041636 0.00060772986790759616 -0.0019043215191296078 0.00187188592264573 0.0012191535887972759 0.0011877995698147735 0.0012333049583170851 -0.0016944171010928114 0.00056595633450543708 0.0015509034711096218 0.00123545475385061 0.0011518309502650166 -0.0003912988595660667 -0.0021521735459039738 0.00029723277281898879 -0.00083101359074572092
leaf_weight=4.5451519466005292 2.2493476851377632 3.0165620699990567 10.599053610581903 6.6935347949620327 2.0358976023271662 6.2769271353317873 2.9879821765935048 2.8664231682196251 2.8492768155410886 3.7288324874825767 2.5986922151641911 1.3432551873847831 1.6332297846674904 7.2163049085065722 1.6414900268428025 2.3721992450300595 2.3112763045355678 3.2254769802093497 3.7012904291041187 1.1186930607073007 5.1232598749920708 1.8900378118269143 4.2481891107745469 2.3868491761386395 1.8433094630017874 2.2789479318307704 9.0254139518656284 2.0848187711089849 100.76364838937297 4.4689189204946151
leaf_count=148 124 97 66 100 26 144 108 56 37 43 28 24 24 94 49 24 45 12 36 16 47 37 27 11 15 45 526 91 714 86
internal_value=0.000146103 0.000198624 0.000266934 -0.000154951 -0.000549801 0.000216144 -0.00029071 -0.000213205 0.000167584 0.000218361 0.000193161 0.000222943 -0.000338846 -9.89576e-05 -0.00109666 0.000273512 -0.000631957 0.000306959 0.000243637 -0.00100594 0.000797824 0.000490195 -0.000130041 0.000565605 6.44399e-05 -0.00041379 -8.02054e-05 -0.000982566 0.000282272 0.000249319
internal_weight=209.124 191.19 160.233 30.9568 14.9983 15.9584 9.26491 11.9818 9.11533 149.634 145.905 143.307 11.8343 10.491 3.27472 131.472 4.68348 126.789 112.302 3.36804 14.487 11.2615 6.13823 7.07944 4.69259 17.9343 11.3044 6.62997 108.934 105.233
internal_count=2900 2090 1496 594 242 352 252 145 89 1430 1387 1359 191 167 73 1168 69 1099 976 140 123 111 64 63 52 810 571 239 836 800
is_linear=0
shrinkage=0.00196078


Tree=554
num_leaves=31
num_cat=0
split_feature=16 19 10 17 13 7 7 0 10 9 0 7 3 5 9 8 10 5 7 2 4 6 0 0 3 12 4 8 2 10
split_gain=1.09587 1.83784 1.4893 1.13772 0.887123 0.941241 1.87875 0.58991 1.09886 1.72717 1.39577 2.67508 1.11679 1.32386 1.2885 2.36406 1.06145 2.01889 1.06894 1.70577 1.03021 2.13011 1.68677 1.36892 2.28561 1.06658 1.00217 1.12516 1.07172 0.981081
threshold=11.934972090850001 10.650859343850001 90.740838818900016 237.45530840880002 95.870416931800023 20.562096111400006 27.577198718850003 85.716110573100011 61.917879202350001 187.38923140910003 85.613949164150014 19.617375644250004 94.92945658615001 26.429611911700004 186.67271206880002 8.3434888241000014 69.873026810350026 20.766972852450003 22.969987962250006 325.75432260090003 168.72122291465004 14.515339148550002 96.811377277450006 93.972365491700018 84.968719212850019 94.472960382900013 122.51844363470001 10.441851282850001 92.716362671650018 71.225321249950014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -7 8 12 10 11 -10 -2 14 15 -14 -9 18 -18 20 21 22 -20 -22 25 -25 -15 28 -28 -27
right_child=7 3 -4 -5 -6 6 -8 16 9 -11 -12 -13 13 26 -16 -17 17 -19 19 -21 23 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=0.0018637040578062813 0.00090572967321847627 -0.0021147217719184358 -0.0020091619170622293 0.00056856395642026212 0.0017411355944557904 -0.0017049636391231035 0.0010274111594268398 0.00033643200627439892 0.001548226669142795 -0.0015528861767106913 0.0009584200298881605 -0.0025004446879257191 -0.0018453968497865851 -0.0033893160053474064 -0.0025214734182803958 0.002119443328437175 0.00093239217962871608 -0.001631975938299481 0.0015376010152056265 -0.0021178224465433107 0.0012864577430554917 -0.0025085212448652285 -0.0010095391870516956 0.0018016580102128521 -0.0018270509378677594 0.00096324756118364879 -0.0023696075432331674 0.0019859953039028507 0.00025690421764678852 -4.0073470797594226e-06
leaf_weight=0.8886093986220639 5.7963171955198112 3.0313745378516619 1.0965777079982215 0.75979022122919548 1.5754947594832627 1.9860415303846823 1.8864872755948452 100.57103873393498 1.0108516514301285 4.3169960064115003 3.1843318343162537 1.6542173898778854 1.3928108402760697 0.28750674426555534 1.4960643099620936 0.98855428397655476 5.2471118802204719 2.7472524866461745 1.7276268266141404 1.4163166020298366 3.8013598083052775 1.7727973163127897 2.3718659998849034 1.4782071408117179 2.3365835186559698 4.5473125404678276 0.63768656784668465 1.3675955608487118 9.4270212260307726 35.55249348282814
leaf_count=8 36 176 238 32 16 108 31 677 8 106 19 74 45 2 30 5 95 66 12 61 38 26 36 10 61 43 12 6 216 607
internal_value=0.000129792 -0.000465986 0.000100646 -0.00157696 0.000465756 4.37237e-05 -0.000373898 0.000164062 -8.13772e-05 -0.000612127 8.21752e-05 -0.000964797 0.00017084 -0.000102264 -0.00109541 -0.000199509 0.000211418 1.18477e-05 8.67999e-05 6.13539e-06 6.22708e-05 -0.000712702 6.38882e-05 0.000157645 5.99319e-05 0.000165976 0.000226314 0.000317243 9.04919e-05 0.000105679
internal_weight=206.354 11.2244 7.43321 3.79116 6.33663 4.76114 3.87253 195.13 31.56 10.1664 5.8494 2.66507 21.3936 15.5972 3.87743 2.38137 163.57 62.9989 60.2517 55.0046 53.5882 5.87229 4.09949 47.716 43.9146 41.578 11.7198 11.4323 10.0647 40.0998
internal_count=2900 609 401 208 163 147 139 2291 559 207 101 82 352 316 80 50 1732 1055 989 894 833 74 48 759 721 660 236 234 228 650
is_linear=0
shrinkage=0.00196078


Tree=555
num_leaves=31
num_cat=0
split_feature=6 6 0 18 10 7 17 2 6 9 17 13 18 19 19 17 18 7 16 10 10 16 16 7 9 9 13 10 7 7
split_gain=0.254976 0.95616 0.813927 0.656688 0.627761 0.618761 1.56455 0.614328 0.611376 1.26166 0.610509 0.591852 0.564404 0.779742 0.538705 0.528087 1.00781 0.83955 0.794679 0.637296 0.68607 0.64244 0.725334 1.51147 0.582927 0.554586 0.52459 0.509978 0.49691 0.469011
threshold=13.665319288000001 13.775321858200002 97.835679825150024 15.556223714900002 78.220689305400015 22.940014114900002 200.83528241485001 187.03662689815005 14.185331438000002 201.44620319810005 206.99440818355001 105.64833915220002 14.371157440600003 12.751028791950002 9.4507625164000029 201.37020668845003 17.108018746400003 26.302865891850004 17.924958083650004 78.494912034700022 80.468240302450013 14.184966829400002 9.6249774926000011 24.373474566200006 210.97856947250003 210.39795333110001 98.238948544700023 73.365333921800001 27.952168727600004 23.124786352450005
decision_type=2 2 2 2 2 2 2 2 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 8 5 12 -7 11 9 -3 -5 -8 13 27 -6 19 -17 -18 24 -16 -21 22 -22 -24 25 28 -25 -1 -19 -10
right_child=1 2 -4 10 14 6 7 -9 29 -11 -12 -13 -14 -15 15 16 17 18 -20 20 21 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.042095065536197337 0.023471555433273707 0.0058614266175105361 -0.026147326244479584 0.03744764211811008 -0.042077213522132215 -0.039700236404282892 -0.0050324414828056612 -0.017676591207199152 -0.0016165618397142468 -0.038564971873858378 0.0036447033717441958 0.037096655718161925 0.019082424356484481 0.008115576322838762 0.031240265899989558 -0.042036608152440556 0.030681687305333476 0.003417167016699767 0.039010989566043888 -0.028658030211996758 0.020192273125300246 0.025978296788680393 0.017580574428811821 -0.042420948619534327 -0.042184632320251429 0.045581391835397417 -0.00082710192403611207 -0.0060672116235448645 -0.041453249615087985 0.003610813673801875
leaf_weight=1.1906961102795341 3.0842132270336142 2.2551832677563644 1.7643870362080623 1.5234828777611249 0.42581143132702237 2.9267846153234132 1.2368750688619914 1.966618000064045 49.111163985930034 1.884948614053428 1.9652810117695478 0.94472449272871006 1.7740004868828689 2.6433053294895217 1.6891959547065223 1.0427303874166671 1.1846407323610035 1.0870127463713299 0.48721737414598454 0.9050746654975218 2.2080665885005129 2.3422269395086914 1.9909729217179117 1.6305082979379224 0.94570894044591103 0.3066478669643401 0.69449604582041491 1.3427322095376437 0.62399855200783338 62.85162464203313
leaf_count=78 34 30 36 11 171 121 36 60 764 24 41 7 41 50 30 82 20 43 6 48 78 34 36 175 79 1 11 39 88 626
internal_value=0.000618544 0.00143483 0.000874778 0.00127345 -0.002597 -0.00891935 -0.017263 -0.0014323 0.000758636 -0.0143653 0.0184059 0.0132112 -0.000426559 -0.00711204 0.00245163 0.00355796 -0.0064369 0.00157153 -0.00842245 0.00850977 0.00458029 0.00797328 0.00150922 -0.00804909 -0.0162211 -0.00405164 -0.0299966 -0.0230001 -0.0129469 0.00131789
internal_weight=156.03 124.44 121.356 119.592 31.59 14.0257 7.075 4.14822 116.103 4.14013 3.48876 2.1816 6.95073 5.17673 17.5643 17.1385 5.67796 4.63523 3.45059 11.4605 9.77135 8.86627 6.52404 4.31598 2.96337 2.01766 2.325 2.53343 1.71101 111.963
internal_count=2900 1566 1532 1496 1334 432 224 103 1444 54 52 43 208 167 902 731 319 237 217 412 382 334 300 222 211 132 186 117 131 1390
is_linear=0
shrinkage=0.0400778


Tree=556
num_leaves=31
num_cat=0
split_feature=5 5 10 5 6 18 15 3 13 2 19 16 7 18 19 6 6 5 16 17 18 6 2 7 19 6 8 19 15 12
split_gain=0.223093 0.648625 0.481147 0.283855 0.676389 0.409334 0.811555 0.243809 0.447889 0.596143 0.365296 0.659108 0.761831 0.766173 0.633925 0.383483 0.836325 0.743872 0.80313 0.681665 0.85552 0.662166 0.646614 0.748234 0.643746 0.515022 0.634459 0.541458 1.00855 0.464825
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 4.9081858001500009 2.7550643716500001 16.118666550000004 8.9474656819000007 67.910452375100007 91.329611149500025 309.73785348360008 10.550851274900003 13.534968349350001 24.437987282900004 13.849588037450003 11.850956171350001 13.665319288000001 13.775321858200002 13.264960807550002 15.259964315550002 199.41622983390002 13.021216158500001 8.5201990730500015 187.03662689815005 25.284494767250006 13.351077205700003 7.2051683476000008 7.4441906275000003 12.551012654050002 23.707353846250005 247.85609524425004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -2 9 -9 -10 12 13 -12 -13 17 -17 25 -19 20 -20 -22 24 -24 -21 -16 -27 -28 -29 -18
right_child=7 -3 -4 -5 -6 6 -8 8 10 -11 11 14 -14 -15 15 16 29 18 19 22 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.031329620281988005 0.019307252743089136 -0.040820530134679067 -0.040752349064876292 0.030253727845508883 -0.041388304962372717 0.033624756625754579 -0.042320717109193232 -0.04293255322098103 0.018360627403467743 0.0039385818775203264 -0.042083824564775621 0.017201877164246912 -0.043450948870089073 0.0076378005804505836 -0.011272046611854764 0.022565215180376474 0.0019486364705705952 -0.04401524029496881 0.018225653016374278 -0.0070720818877961058 -0.00022451245291037829 -0.045118690422225938 0.017571904923179948 -0.031088570134959553 0.03405262353008736 0.031599020741847741 0.027391944523258535 -0.043357184806970456 0.023380617093911451 -0.0050983782841268954
leaf_weight=0.82526815310120605 1.142052144568878 0.81334070145385329 0.42205346927948983 0.58195502730086435 0.52086504478938866 0.41763708926737309 0.49824747478123754 0.87731809105025493 1.9118157728225913 0.87530846055597067 0.6576543646515346 3.8541180389001957 1.1291335395071653 2.0928935856791213 1.9558956544497039 2.9488262329250565 101.8974509293912 1.145823115017264 0.67617136333137606 1.1043474143370988 0.73859944939613376 1.8827346405014393 0.78760143602266941 1.448884102865122 1.3859195299446581 1.8016193853691218 0.75082096527330611 0.84439390012994386 0.64486384717747569 17.74567905254662
leaf_count=10 53 192 207 15 48 6 39 119 64 26 61 67 74 41 76 33 1177 42 9 31 8 76 11 48 15 19 11 33 13 276
internal_value=0.000559919 -0.00871213 -0.000716158 0.00522532 -0.0012138 0.0108044 -0.0076901 0.000811576 0.000669961 -0.0195239 0.000910062 0.000680758 -0.0156594 -0.00425061 0.00112842 0.000678727 0.00142446 -0.00534865 -0.0125454 -0.00805166 -0.0220739 -0.0324691 0.00173059 -0.0139523 0.0158152 0.00565488 0.0138463 -0.000431584 -0.014459 0.000903411
internal_weight=154.379 4.07937 3.26603 2.84397 2.26202 1.74115 0.915885 150.3 149.158 1.75263 147.405 145.493 3.87968 2.75055 141.614 137.76 122.592 15.1677 9.17008 8.02426 3.29751 2.62133 4.72675 2.23649 2.49027 5.99759 4.0417 2.24008 1.48926 119.643
internal_count=2900 517 325 118 103 55 45 2383 2330 145 2185 2121 176 102 1945 1878 1486 392 240 198 93 84 105 59 46 152 76 57 46 1453
is_linear=0
shrinkage=0.0401832


Tree=557
num_leaves=31
num_cat=0
split_feature=0 9 6 8 14 2 10 17 3 5 8 9 17 18 5 6 19 5 5 5 5 15 16 6 15 18 18 0 10 16
split_gain=0.210437 0.60759 1.54356 0.910509 0.772048 0.640014 0.635696 1.05608 0.763733 0.92021 1.19149 0.453731 0.843544 0.948571 0.587349 0.432303 0.431017 0.527366 0.43076 0.870345 0.604714 0.97218 0.64053 1.47993 1.21231 1.008 1.03318 0.965814 1.91206 1.48457
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 376.01315066015007 65.440506339500004 61.928633034850002 189.27091549140002 94.383699585650007 30.133297129900004 8.6432548896500023 66.290220196950017 187.45953903175004 12.810573245550001 31.302824910800002 16.455384477450004 13.051052998800001 30.690160697650004 25.763052016400003 24.437854605800002 24.301614351200005 45.824117984750011 22.624947093000003 16.545386580300001 43.758818131150008 13.5308213324 13.258783262950002 86.232294534150014 62.020040611300011 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 3 -3 4 11 -4 8 -8 -7 10 -10 -1 13 14 16 -15 17 -13 19 20 21 22 24 25 27 26 -24 -2 -29 -30
right_child=18 2 5 -5 -6 6 7 -9 9 -11 -12 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.019538729831314387 0.015508928757817026 -0.056729543902204062 -0.035467968636582886 0.047349730429030935 -0.051731727643714344 0.029526960857565239 0.014302857138842424 -0.058361405563669803 0.0093798738659570773 0.021076852904171155 -0.060120777013567848 -0.048367128898322245 0.020611884351592787 -0.012283041773631691 -0.054101922579275756 -0.06712002688348162 0.015738263143293928 0.049891946297085966 0.022726936879277404 -0.03128506908541278 0.029961655642338481 -0.041727783149358516 0.015743217184135849 -0.02199462446166324 -0.035337499850838727 0.028424704827034724 -0.01660501406573734 -0.038888776585351337 -0.00060861699709756616 0.033238572732069274
leaf_weight=2.6688146807719004 8.9242376354522985 1.4571816152892996 1.2792066694237272 0.97564403549768108 0.60544586878677442 2.2324526780284941 0.83203927846625425 0.94559669570298865 1.0975802727043635 1.6864831112325189 1.0858425856567917 0.54127890124800693 2.2403945154510438 0.49821020348463185 0.40781044153845858 0.88008132437244058 2.3309933108976111 0.15562149882316589 2.0441093402914694 1.8258701224112872 1.6222793608903874 1.164356640074401 6.5490942536853307 2.8609473630785933 2.1054705110145724 6.8836272452026597 3.2787202186882496 2.8121762757073148 87.892066256637918 2.9642509734258047
leaf_count=35 63 40 19 10 36 22 38 25 9 13 35 92 27 33 45 37 63 1 33 43 11 18 45 23 27 56 24 22 1938 17
internal_value=0.000587518 -0.00367824 -0.0117597 0.00391141 -0.000191774 -0.0046052 0.000404943 -0.0243502 0.0076162 -0.00502358 -0.0251836 0.00301752 -0.00323277 -0.0143299 -0.00110411 -0.0472981 0.00603388 -0.0264254 0.00130172 0.00096191 0.00142531 0.00105625 0.00145711 0.00926817 -3.09391e-06 0.0146203 0.00495132 0.00072206 -0.000686754 0.000495671
internal_weight=152.848 21.9207 10.6164 11.3043 10.3287 9.1592 7.87999 1.77764 6.10236 3.86991 2.18342 9.7232 7.05439 4.814 3.4357 1.37829 3.02789 0.6969 130.927 128.883 127.057 125.435 124.271 19.5724 104.698 16.7114 9.82781 102.593 93.6685 90.8563
internal_count=2900 580 201 379 369 161 142 63 79 57 44 333 298 271 201 70 156 93 2320 2287 2244 2233 2215 148 2067 125 69 2040 1977 1955
is_linear=0
shrinkage=0.047041


Tree=558
num_leaves=31
num_cat=0
split_feature=6 15 17 0 10 6 16 3 0 12 18 9 0 10 0 15 7 13 18 9 5 5 5 10 13 4 16 15 6 16
split_gain=1.25927 2.00964 1.98042 1.87205 1.72336 1.47037 1.44189 1.4077 1.54892 1.48919 1.40718 3.28413 1.53513 3.17683 5.1522 2.73713 1.42191 1.35077 1.32439 1.27948 1.27565 1.31004 1.27041 1.52569 1.13237 2.8817 2.19389 1.95544 1.71312 1.13412
threshold=14.835346625500001 38.469938489650012 206.02826764000002 87.181320254150009 63.910026677050006 16.355382140900002 22.634947069650003 92.751805500450018 86.692020874450009 323.71033162625002 13.544020937350002 193.32717468205001 90.337570099350003 66.697957758300021 92.031298721500022 29.049007317550004 24.414141867650006 115.63864956495001 13.373311100250001 205.20707599510004 20.206488238950005 21.005083245250002 25.763052016400003 62.116825104000007 107.97116697695002 161.23541642690003 19.134955254150004 28.777417478550003 13.665319288000001 18.594956516900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 -3 4 5 22 10 -7 9 20 18 -12 19 -14 -15 -16 -17 24 -5 -13 -9 -22 23 -2 28 -26 27 -27 -1 -30
right_child=3 2 -4 6 -6 7 -8 8 -10 -11 11 12 13 14 15 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00013234233971994754 -0.0025777367311299254 -0.002829341712075187 -3.9367452647052928e-05 0.0004891785564391305 -0.0016396294751151936 -0.0012665791670055421 0.0014370864560876333 0.0014543957875460384 0.0013086859436177395 -0.001461939432091612 -0.0016021433212879104 -0.00079886428333567755 0.0016722356628309384 -0.0024371593213855887 0.0016044261973764205 0.00076669964945012608 -0.0010898333685295197 0.0017483040427581935 0.0018061191187674463 0.00050113447877652817 -0.0008478092187743368 0.00021957121163703388 0.00063055992101132205 -0.00029531465267161247 -0.0027572822532844947 0.00025822760881749547 0.00078420857265807439 -0.0018920055320867752 0.0003744903957940495 0.0018187388734855711
leaf_weight=45.203056021302473 1.9464506227523077 1.8052986820694052 1.8094399347901342 7.3052616715431196 2.0693622919498003 2.3314111027866593 5.4029655158519736 2.7555419504642478 4.3700304031372061 1.9742188405944023 3.1888790279626837 5.6243754625320417 7.6130491420626667 2.2735215164721003 5.6477153422310931 2.7252406403422356 3.1694275406189263 1.5464670434594143 4.3141014128923416 5.1526795215904713 4.3957930700853458 57.613595455768518 1.5695988471852613 2.2343293991871178 1.7973448392003764 2.7213121447712165 4.7186552695930004 3.3532965811900795 17.530121021205563 2.1703198924660674
leaf_count=1308 36 37 20 40 65 19 32 12 18 52 22 30 39 31 36 11 33 9 17 27 30 600 22 23 23 22 30 78 166 12
internal_value=0.000124273 -5.85883e-05 -0.00143276 0.000237339 5.82142e-05 0.000102581 0.00051503 0.000174441 0.000221687 0.000150511 0.000409065 0.000222251 0.000402893 0.000694692 0.00015603 0.000666815 -0.000231515 4.25615e-06 0.00097814 -0.000177314 0.000199663 0.000143906 -0.000815171 -0.00135794 -3.05479e-05 -0.000547798 -0.000179865 -0.000928741 6.97933e-05 0.000533598
internal_weight=216.333 82.6553 3.61474 133.678 81.2603 79.191 52.4172 73.4406 71.1092 66.7391 47.0143 35.3949 32.206 21.429 13.8159 11.5424 5.89467 79.0406 11.6194 10.7771 64.7649 62.0094 5.75038 4.18078 77.4941 12.5906 10.7933 6.07461 64.9035 19.7004
internal_count=2900 1705 57 1195 877 812 318 731 712 694 286 229 207 150 111 80 44 1648 57 57 642 630 81 59 1639 153 130 100 1486 178
is_linear=0
shrinkage=0.00188464


Tree=559
num_leaves=31
num_cat=0
split_feature=17 7 12 12 17 17 12 8 4 17 3 15 18 7 5 16 16 17 2 13 5 18 0 7 18 0 3 5 7 17
split_gain=0.221611 1.06329 1.7805 0.825173 2.89163 1.28149 1.1286 1.10229 0.841191 0.784636 1.44044 3.1642 1.93888 1.39869 1.2004 1.15323 1.51075 1.19362 1.15605 1.15159 1.12305 1.00985 0.983302 0.949859 1.48643 1.26885 2.09763 1.61472 1.29237 1.15954
threshold=188.16174763880002 22.597569836950004 82.187369520450019 114.86856072930001 194.58701840130001 199.55131508320002 131.64402048350004 8.1436447804000007 162.32075757215003 188.73286619890004 93.308316333450009 41.657300687350009 13.278511569200001 23.124786352450005 24.375372008600007 22.604947139800004 22.554947256700004 193.11174173740002 217.08409765600001 117.07428620665002 18.092020786850004 13.5308213324 88.576630023850015 23.789355599150003 13.740383930250003 90.337570099350003 88.727183679150016 21.042547594650003 24.005763052250003 195.89498576185002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 -6 -5 -7 -4 -8 12 -12 -11 -13 -15 16 17 19 -18 20 -14 -17 -23 -19 -25 -26 27 28 -27 -30
right_child=1 2 3 6 5 7 9 -9 -10 10 11 13 15 14 -16 21 18 23 -20 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.0020311909796927575 0.016881033786303859 -0.057037434961251993 -0.01537651913303517 0.01849115780073176 0.021491950307667283 0.018085791127331368 0.030419278034416786 -0.03245112100857446 -0.058681262784770476 0.042015147834265486 -0.053910038935621421 -0.033931848938333092 0.020990682928580969 0.024687736778511469 -0.015841161568232041 -0.0078382928399788401 -0.043105595018868396 -0.021876428505118232 -0.0015139459159281712 0.051049999400646293 -0.024952355606441379 0.032378588637427132 0.0025565045938243107 0.057697510932726077 -0.02851573231898236 0.049421511145198077 0.043713748814590676 -0.046892381487154265 -0.033386016974394375 0.0020567477195430049
leaf_weight=46.599326895477134 8.6282946238061395 1.0879517749417562 1.4755511730909341 8.2029224474972562 4.459112987155093 1.3770071053877475 1.7862266424053803 2.4265990471467376 2.3949817214452196 2.470948986709117 3.0509426674107081 1.9266030823346207 3.7596888505504458 4.0768694360740483 2.342023785226047 3.4142354018986216 3.0051462575793257 4.4890181890805243 2.4851779509335756 1.6386727690696714 1.5211569278035311 5.7871818514540774 3.6824801433831453 0.89324608445167797 3.1330811399966505 1.0696241803234539 2.2302741389721623 1.5288959993049491 2.0816699418355737 19.284415029163938
leaf_count=1188 128 21 14 96 37 17 17 38 37 13 49 46 86 33 41 21 22 68 23 6 25 42 36 2 27 7 20 45 67 628
internal_value=0.000560789 0.00170339 0.000354455 0.00100491 -0.00999204 0.00508228 0.00259599 -0.0141554 -0.0421723 0.000872609 0.000158163 -0.0145924 0.0028489 -0.000218669 0.0099002 0.00123605 -0.00203449 0.00089925 -0.0242793 0.0180094 0.00775671 0.0131973 0.0207816 -0.00251167 0.000364744 -0.00138145 0.00186399 -0.00203077 0.00102635 -0.00139639
internal_weight=152.309 105.71 97.0817 95.9938 12.1333 8.26272 83.8605 3.80361 3.87053 75.6576 73.8714 11.3964 62.4749 8.3455 6.41889 60.004 47.1201 41.6297 5.49032 6.91952 5.28085 12.8839 9.46966 34.7102 30.2212 29.328 26.1949 23.9646 22.4357 21.3661
internal_count=2900 1712 1584 1563 143 92 1420 55 51 1324 1307 169 1138 120 74 1125 1026 981 45 117 111 99 78 864 796 794 767 747 702 695
is_linear=0
shrinkage=0.045116


Tree=560
num_leaves=31
num_cat=0
split_feature=5 3 10 18 7 3 6 9 5 2 3 6 16 12 5 15 7 7 0 9 15 8 16 17 10 9 8 19 8 18
split_gain=1.25891 0.936075 1.23187 1.36736 1.28564 1.23809 1.13957 1.61724 1.12017 1.471 1.88487 0.965424 1.93058 1.7843 1.68277 1.86604 1.50904 1.437 1.34257 1.4451 1.71141 1.68221 1.41636 1.83072 2.07009 2.58584 2.1618 1.38804 2.57031 1.88529
threshold=12.294714844000003 93.883646373400012 61.917879202350001 13.101381023200002 22.535351262400003 94.92945658615001 16.465384711100004 179.80632259800004 27.160544034850002 122.26439358135001 97.300676657200015 14.835346625500001 15.919962772200003 104.53648605375001 20.485565917300004 23.900317844600004 24.176224535650004 24.758300720050006 87.181320254150009 202.64563922830004 41.657300687350009 8.1436447804000007 22.634947069650003 200.83528241485001 66.697957758300021 205.20707599510004 8.1436447804000007 14.351157895250003 8.4434108459500017 13.3584252364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 5 4 6 -3 -4 -8 9 10 -7 12 -2 17 15 -15 -17 -14 19 21 -21 -13 23 -20 25 -25 -26 28 -23 -29
right_child=1 2 3 -5 -6 8 7 -9 -10 -11 -12 18 13 14 -16 16 -18 -19 22 20 -22 27 -24 24 26 -27 -28 29 -30 -31
leaf_value=-0.00038171624887354356 0.00040645696395574631 0.00090252877862737318 0.00029532668712711887 -0.0016753807925120336 0.0013696090826851683 0.0012732703109899059 0.00094862606142472484 -0.0028945650425152613 0.00021470274963839394 -0.0025155477854353608 -0.0017675160975560873 -0.00099907321989188536 -0.0024960124956768834 -0.0015164437514516684 -0.0013272551262094436 0.0012811220996033366 -1.0050146463252144e-05 4.8729423384633288e-05 0.0007371509766412619 -0.0017180319894673649 0.00017984412448793287 -0.0010297439085217058 0.0015472691979534507 -0.00093656394219596042 0.00073936057208415782 0.0012275125076190272 -0.0023009775586901034 0.0011447704698746718 0.00070553827765572656 3.8182445129067125e-05
leaf_weight=15.414094835025024 30.314060013974085 5.9717064417200225 2.1534593789838237 3.509431047947146 1.6020607405807821 1.6426013540476554 0.59833598253317211 1.4201164625119416 9.9800023869029229 1.5427688669878987 1.4989110416499896 3.5595979769714168 2.3586012814193995 2.428442817181355 3.7387420856393865 4.6316152112558511 13.997835089918224 1.3366581839509306 32.505234906449914 3.2480680402368298 4.1745710326358676 6.1336214644834381 5.4354814141988745 3.4545103982090932 1.3441476803272951 5.5068622082471848 2.7159403329715133 14.341637887991967 7.058168240590021 10.079269826412199
leaf_count=810 433 38 34 89 22 12 22 40 224 53 41 29 39 62 77 37 204 16 172 33 35 46 32 22 9 32 51 80 42 64
internal_value=0.000157027 0.000201132 -0.000116944 -0.000710137 -0.000123459 0.000149912 -0.000696814 -0.00175532 -0.000156574 -0.000947591 -0.000177581 0.000261226 6.20264e-05 -0.000304432 -0.000115011 0.000100218 0.000310958 -0.00157552 0.000378888 0.000145708 -0.000650646 0.000289277 0.000601236 0.000488288 -0.000132945 0.000393285 -0.00129443 0.000411204 -0.000101294 0.000688047
internal_weight=203.697 188.282 29.9194 9.2834 5.77397 20.636 4.17191 2.01845 14.6643 4.68428 3.14151 158.363 58.806 28.4919 24.7966 21.0579 18.6295 3.69526 99.5571 48.5949 7.42264 41.1723 50.9622 45.5267 13.0215 8.96137 4.06009 37.6127 13.1918 24.4209
internal_count=2900 2090 575 207 118 368 96 62 330 106 53 1515 868 435 380 303 241 55 647 329 68 261 318 286 114 54 60 232 88 144
is_linear=0
shrinkage=0.00196078


Tree=561
num_leaves=31
num_cat=0
split_feature=16 6 15 13 13 0 6 6 16 9 7 17 5 18 10 4 6 16 12 10 16 16 5 15 8 15 15 18 18 17
split_gain=0.922554 1.08625 0.985905 0.922997 1.82038 0.828289 1.46605 1.63604 1.3028 1.47883 1.47496 1.29146 1.1247 1.02726 2.48535 1.94901 2.68667 1.39417 1.76298 1.16901 1.32071 1.00927 2.07312 2.33587 0.942348 0.877434 1.28097 2.38152 2.57839 1.78193
threshold=18.594956516900002 15.675366252400002 32.540328261750005 108.61908538635001 107.97116697695002 86.530713386650021 16.375382608200002 16.285380505300001 22.614947116400003 198.36365860590004 24.252468908850002 176.11179263395005 20.206488238950005 15.042884401850001 70.182199495350019 310.49012963040008 15.925372093750001 22.554947256700004 93.660658182900008 64.434276012450013 20.874951185300002 20.394952307700002 18.152162791050003 35.054707749500004 8.543332867800002 47.90801194005001 42.133814420300006 13.316069313700003 13.668531103750002 188.16174763880002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 11 -10 -11 -7 -8 14 15 17 -17 18 -13 -20 21 22 -21 -24 -23 26 27 29 -29 -14
right_child=5 -3 -4 -5 -6 8 12 -9 9 10 -12 13 25 -15 -16 16 -18 -19 19 20 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=2.1459169856510251e-05 4.7152899911683121e-05 -0.0015339796226727103 -0.0022824873424025717 0.0010992986115136805 -0.0024502633267139795 0.0016626881667014624 0.0015923155663335076 -0.0027570218233733531 0.0018845446566311788 -0.00062736349041671183 0.0011597417022929295 -0.0008734054821319335 -0.00024974615000587894 0.00091747817703725411 -0.0019695943681159712 -0.0028568449650548155 0.0001791089446335066 -0.00079162007584530935 0.0013835419257627057 0.001350559269748731 -0.00075967967104059687 0.00049192182265470573 -0.001668053379967492 0.00088346139193914964 0.0019540816265521095 -0.0010894934034145782 0.00062104472582497094 -0.0023230869057673745 0.00038382774481472069 0.0008210755607827025
leaf_weight=58.285451457079034 2.2032402679324146 2.2765707251965059 0.88659683812875201 3.5724716326221815 1.4430079283192743 2.977852836251258 2.477221965789794 1.7757385772420091 5.4799970537424079 3.5989808663725835 5.5456377528607845 3.8968679457902899 18.075996042462069 7.964355604723095 2.6556661799550048 2.2286724280565968 3.6071560755372047 4.3901557996869078 8.1887384951114672 4.6876962892711216 3.7142963707447043 4.1315246149897558 3.7859773263335228 3.0711531015112996 4.2013846412301064 2.80514006409794 18.688537448178977 4.1134861381724468 2.7914821021258831 12.369992248713968
leaf_count=1463 22 197 66 29 34 16 12 29 27 21 38 27 194 67 59 32 25 26 34 28 22 25 29 20 27 75 135 40 19 62
internal_value=0.000152484 -5.82817e-05 -5.94235e-06 2.59431e-05 -3.82563e-05 0.000252954 7.44346e-05 -0.00120429 0.00041022 0.000991543 0.000456404 0.000267339 0.000157407 0.000193827 7.51391e-05 0.000193433 -0.000980306 0.000364387 0.000506634 0.000675851 0.000430213 0.000652553 0.000236387 -0.000525288 0.00122913 9.7001e-05 0.000156393 -7.60958e-05 -0.00122876 0.000185321
internal_weight=205.891 66.4641 64.1875 63.3009 59.7285 139.427 65.3008 3.97898 74.1261 14.6246 9.14462 59.5015 61.3219 56.5236 48.5593 45.9036 5.83583 40.0678 35.6776 31.7808 23.592 19.8777 11.5448 6.85713 8.33291 58.8446 56.0395 37.351 6.90497 30.446
internal_count=2900 1789 1592 1526 1497 1111 588 51 523 86 59 437 537 421 354 295 57 238 212 185 151 129 77 49 52 525 450 315 59 256
is_linear=0
shrinkage=0.00217391


Tree=562
num_leaves=31
num_cat=0
split_feature=19 3 17 13 12 8 15 0 7 12 8 19 13 18 5 2 9 0 3 18 9 7 10 6 9 7 14 8 19 16
split_gain=0.254162 0.448318 0.685696 0.27794 0.425244 0.670956 0.88018 1.66933 0.867639 0.371591 0.842023 0.804423 1.09808 1.44315 1.42702 0.488577 0.922485 1.72839 1.0968 1.56179 1.22302 1.61958 0.990931 1.72208 0.805204 0.901151 0.671346 0.628847 0.904123 0.602468
threshold=14.651182102100002 92.913112988300014 197.32790877840003 121.87856088575002 58.770113158150004 8.8430989333000021 31.198916099800005 87.568458224950021 22.509653697550004 92.695913642950003 8.7431769115000026 12.651020723000002 110.04934511175001 14.827897399500001 19.500380888400006 103.98563613345001 182.75300319265003 85.694602908050015 93.883646373400012 13.303774303900001 191.07475275385002 23.258134529300005 70.085415002650009 14.215332138950002 201.44620319810005 25.967949918250003 192.04981134545002 8.6432548896500023 14.351157895250003 22.764946765650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 9 -7 8 -8 11 15 -6 13 -13 -14 16 17 -11 19 -18 -21 -22 -23 24 -24 -26 -17 29 -29 -28
right_child=1 2 -4 -5 5 6 7 -9 -10 10 -12 12 14 -15 -16 26 18 -19 -20 20 21 22 23 -25 25 -27 27 28 -30 -31
leaf_value=0.032161669589754811 0.029650691138753568 0.018637767291931014 -0.020649584826884931 0.025835960523091447 0.018096171316040282 -0.052200427009862181 -0.0026036989568252789 0.034010432903181356 -0.052135411259922292 0.027572645261225649 0.023119644011018868 -0.071501078946621346 0.021220216871856809 0.0023771593167003047 -0.032359276199827022 -0.04448196636024921 0.03517085386774442 -0.071891887488242337 -0.02332084260537514 0.036676685239083941 -0.050546971888969207 0.021869530430764648 0.043040323441338131 -0.044089320799766331 -0.038342835275366881 0.022588561211788157 -0.00026008491464756759 -0.04036449873262208 0.0042150728896613813 0.030222706986478443
leaf_weight=1.0245266612619151 2.057210184633731 2.5430200775153935 1.9665478914976118 1.054120719898491 2.1855934848572343 1.3205567053519178 1.8581043432932349 1.7074557840824125 1.6818913634633643 0.78220874496037385 4.2801736865658304 1.6338836943614299 2.8196012787520885 1.1073968689888714 2.216170938918367 0.87848545901942898 5.8077147379517617 0.98564801685279235 2.2757720351219168 2.4630178159277412 1.4996825652196992 4.7639055848121625 1.3275847719633023 2.1771553042344749 1.1175460356753322 1.3234667594515483 91.02884275247925 2.3422058084979644 2.2046027132309973 1.6478175930678833
leaf_count=9 13 26 22 12 42 40 28 13 41 33 40 32 21 16 29 42 37 33 20 22 11 32 21 44 30 32 2091 32 24 12
internal_value=0.000707682 0.0103225 0.0015052 0.000273787 8.72618e-05 -0.000141837 -0.0157409 -0.00656561 -0.0261368 0.000606727 0.00133614 -0.00868467 -0.0162109 -0.0416564 -0.00235935 0.000575801 0.00688346 -0.0278827 0.00958437 0.0132408 0.00456034 -0.00191856 0.00489092 -0.00871282 0.0117245 -0.00530709 -0.001001 -0.000608116 -0.0187493 0.000281908
internal_weight=152.082 6.56678 4.50957 145.515 144.461 143.436 6.56801 5.24745 3.54 136.868 126.906 9.96265 7.77705 2.74128 5.03577 122.626 24.5237 1.76786 22.7558 20.4801 14.6724 12.2093 10.7097 5.94575 3.7686 2.44101 98.102 97.2235 4.54681 92.6767
internal_count=2900 61 48 2839 2827 2818 122 82 69 2696 2556 140 98 48 50 2516 315 66 249 229 192 170 159 127 83 62 2201 2159 56 2103
is_linear=0
shrinkage=0.0499628


Tree=563
num_leaves=31
num_cat=0
split_feature=16 15 7 0 15 16 13 16 10 19 0 16 7 10 5 5 9 8 5 10 9 0 4 5 13 17 7 13 6 5
split_gain=1.48051 1.31289 1.14174 1.4694 2.49064 1.94625 1.96482 2.65227 2.61631 2.16436 1.48494 1.34829 2.50682 1.33392 1.71627 2.40102 2.97972 1.37267 1.73717 1.29674 2.2726 1.26801 2.20241 1.75183 1.34025 1.37637 1.24844 1.24138 1.89157 1.21971
threshold=18.594956516900002 32.540328261750005 25.396105459650006 94.047642319350018 27.288673764350005 19.214955067100004 112.82921081865001 19.974953289850003 66.318885161900013 13.851117550450002 92.313586825200005 20.784951395750003 22.620341628000002 62.837331883000012 20.206488238950005 21.042547594650003 196.16158123080001 8.543332867800002 21.850554661550003 64.434276012450013 195.07922778810004 86.280686780500005 197.66210197150005 22.598762435600005 117.51519334005 196.65693750130004 24.976928324600003 117.68187774410002 20.305474434200004 23.663981639800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 9 11 -7 -2 12 -8 14 -13 16 -16 21 -19 -15 -21 22 -17 -24 25 -23 -6 -20 -29 -25
right_child=2 -3 -4 4 26 6 8 -9 -10 -11 -12 13 -14 19 15 17 -18 18 27 20 -22 24 23 29 -26 -27 -28 28 -30 -31
leaf_value=-3.6544341840655325e-05 0.00012828223493249814 -0.0020839322579765977 0.00094649862596139593 0.0012260469825886382 -0.002119722743966821 -0.0009680145790566285 3.9797798626276471e-05 -0.0023461975471653082 0.0016018166403003326 0.0012728262181430465 0.0018140731179962534 0.0014358438198753985 -0.0029344639980584558 0.0013207620207861424 -5.3024340940260445e-05 0.0009143840640747922 -0.0024874010200011997 -0.0018888928347611401 0.00041530338512365845 0.0011623157838451599 -0.00098973374415746917 0.0008676378166336112 -0.0017673009121515718 0.00051583226189814957 0.0012990428748200819 -0.00056858047206325389 4.9076121178018616e-06 -0.0016303940816141237 0.00044096389227860652 -0.00071135519531045866
leaf_weight=74.027134826028487 3.2301766712916997 1.2240827691275615 9.0264007654041034 1.9118275493383396 3.2260374203324318 3.8762094499543291 4.3350547298323354 2.5803751107305288 5.4841281026601783 2.8947356641292572 5.3135106526315212 3.8473012372851363 1.4552204832434652 8.2905840091407281 5.6962737478315812 8.3802192807197589 2.9261633604764938 2.1129809077829149 10.54977145069279 4.2220957130193701 3.4105546288192272 6.4171679653227347 2.70636973530054 7.016851242631672 9.7372024245560151 4.2740325666964054 1.5860980283468959 3.6135137737728646 3.1925535369664431 5.5980343105038628
leaf_count=1719 41 70 61 12 57 33 70 37 32 14 27 24 11 46 36 46 27 21 101 21 22 29 24 41 47 25 17 50 25 114
internal_value=0.000151086 -6.98484e-05 0.000272519 0.000224948 -0.000667245 0.000274462 0.000206013 -0.000654646 0.00028395 -1.00033e-05 0.00117671 0.000210037 -0.000707698 0.000267802 0.000159775 9.17974e-05 -0.000879169 0.000223437 -0.000210259 0.000783871 0.000200699 0.000414771 0.0001062 -0.00033585 0.000772781 0.000293479 -0.00141944 -5.89397e-06 -0.000658773 -2.87496e-05
internal_weight=212.163 75.2512 136.911 127.885 6.72396 121.161 112.617 9.35132 103.266 6.77095 8.54369 97.7819 5.79028 91.9917 76.0684 72.2211 8.62244 63.5987 19.4688 15.9232 7.63265 44.1299 23.7015 15.3213 20.4284 10.6912 4.81214 17.3558 6.80607 12.6149
internal_count=2900 1789 1111 1050 86 964 896 84 812 47 68 780 81 699 610 586 63 523 197 89 43 326 225 179 101 54 74 176 75 155
is_linear=0
shrinkage=0.00196078


Tree=564
num_leaves=31
num_cat=0
split_feature=15 2 5 5 7 7 4 0 9 3 14 16 9 6 10 13 5 10 5 5 10 10 12 5 15 17 17 16 12 2
split_gain=0.237821 0.638526 0.307921 1.27112 0.976073 1.16278 0.893108 0.978975 0.77896 0.505559 0.905456 0.896876 0.611573 0.497728 0.484574 0.462659 0.72147 1.04982 0.951506 0.878809 0.936344 0.653731 0.527271 1.07258 1.05063 0.737647 1.12079 0.787896 1.00128 0.595031
threshold=50.243466369800011 311.26728953445007 25.763052016400003 24.779543538450003 21.725272673150005 20.778835947700006 122.51844363470001 75.309089150100007 71.82068887245002 94.92945658615001 210.15891166350005 22.724946859200003 184.56123852025004 16.425383776450001 61.82916008405001 117.69263157665002 23.606333875400001 62.009286778800011 24.225659292200003 23.151456684850004 61.923256118600001 62.046925192600007 369.59988112290006 20.410615048800004 42.385947950200006 208.12573104970002 209.52161856205001 22.554947256700004 195.51336019310003 270.91232589630005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 5 6 -4 8 -8 11 12 14 -11 -5 -1 16 19 -18 -19 20 -16 -21 24 -24 25 29 -27 28 -28 -22
right_child=1 -3 4 13 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 17 18 -20 21 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.03045386695780139 -0.051462550488849103 0.0080993753815930252 -0.062581599838777022 -0.009308416906712396 0.031523933623620444 -0.046829072619409252 0.0055343196379230245 0.031074542129439966 -0.042468947513566752 0.018420351594871712 -0.055054531542725445 0.022905933417788286 -0.032652359884407289 -0.04707683101629144 -0.029846302653795179 0.015770799093086662 -0.039396023792879931 -0.022739720888067177 0.018343326906250661 0.029021404376005561 0.0026431471384280635 0.0013633039213689488 -0.012769704669767977 0.03986327132651403 -0.028581283987973227 -0.047982551352950049 -0.020980239510412422 -0.045951439650718559 0.0080973647931266764 -0.012054721078264163
leaf_weight=0.83854103239718725 0.52658989030169212 0.7072687620529905 0.3020397759973984 1.0894564792979502 2.2362265910487622 0.77460153575520951 3.354027304740157 2.2619570723618381 0.68224109671427857 1.0356940405326889 0.75336568936472748 3.0874216053634873 0.63385176833253343 1.2642149476450866 1.706173364073037 3.3628945890814057 1.8339746650308359 1.8412194172851744 1.9433180959895251 3.1934826895594588 95.006319793406874 2.600076106376946 1.0891621010523516 1.6079509300179777 2.0754044387140302 1.1269492459541641 2.9675439347920438 0.72327642142772752 6.0048493542708457 4.8554347846802548
leaf_count=15 38 17 3 24 26 29 75 36 134 36 34 25 28 58 12 23 34 33 23 21 1468 22 63 17 30 36 120 8 201 211
internal_value=0.000585082 -0.0173206 0.000732123 0.000247486 0.00782389 0.0006375 0.00620814 0.00950704 -0.00257956 0.000755407 -0.0177865 0.00108607 -0.00096967 -0.0295948 0.000578699 0.000775929 0.000383737 -0.0139669 -0.00164403 0.00103949 0.000269609 0.0166088 0.000714649 0.0186088 0.000286638 0.00082793 -0.0093273 -0.00483431 -0.00151981 0.00192851
internal_weight=151.486 1.23386 150.252 140.641 9.61109 7.37487 6.60027 6.29823 4.03627 138.287 2.42291 135.864 1.66955 2.35367 132.777 131.938 128.575 5.61851 3.78454 122.957 117.163 5.79356 115.457 2.69711 112.76 110.684 10.8226 9.69567 8.97239 99.8618
internal_count=2900 55 2845 2542 303 277 248 245 209 2460 98 2362 64 82 2337 2322 2299 90 56 2209 2166 43 2154 80 2074 2044 365 329 321 1679
is_linear=0
shrinkage=0.040952


Tree=565
num_leaves=31
num_cat=0
split_feature=16 15 18 15 19 14 15 12 8 5 0 5 13 3 9 8 9 15 8 0 5 9 19 10 0 10 18 10 4 5
split_gain=1.3824 1.70681 1.97071 1.7539 1.46497 2.00142 1.62153 1.44112 1.59906 1.6598 1.54784 1.86494 1.5456 1.4195 1.18993 1.25567 1.13787 2.36871 1.50248 1.13262 1.0638 1.31789 0.981925 0.975037 3.01778 1.04542 0.958934 3.11288 1.34685 2.3577
threshold=18.594956516900002 28.452330424200003 14.025183600500002 28.321365561200004 12.851036860900001 180.68590093575003 26.410889167300002 211.56805207830004 7.0445025401000008 2.7861270712500006 97.152811460000024 16.069922422900003 103.02440401690002 76.884525614550014 219.38617924735004 1.3489472949000001 188.53841931785004 26.135540888150004 4.9461400813500012 95.762878606550018 23.234643166550004 66.290220196950017 12.651020723000002 78.285212300550015 95.897301513100004 70.284360904350009 15.042884401850001 70.182199495350019 309.48890441440005 21.964328598750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 8 9 -1 -10 13 14 -12 15 -9 18 -18 19 -7 22 -22 -11 24 25 -17 27 28 -2 -30
right_child=26 2 -4 -5 5 16 -8 12 10 20 11 -13 -14 -15 -16 23 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00090508259184152141 0.00032088557857248525 0.00053483856818261374 -0.0018388428204839549 0.0020760438767953092 -0.0022863427523815913 -0.0014686332572515139 -0.0022642957350850861 -0.00083526792780024136 0.0012456498278604856 -0.0020097124034085139 -0.0014671029336253466 -0.001408133152269045 0.0014455705256663017 0.00048778421122390567 -0.0020491020144674092 -0.00046080484826770986 -0.0015536354301502336 0.00077212169064461253 0.0016088041803159691 0.00091405926379055054 0.001266304856306311 -0.0019441992807945436 0.00058827311966087262 0.0009064940293567335 -0.0022001359680467424 0.0016886370148479308 0.00080116849951094964 -0.001569173041542513 -0.0014114896121557069 0.0001358750075828794
leaf_weight=1.5825115896877848 106.87320308969356 1.8273833171115246 3.8803630063775927 1.4080292901489873 2.0964179981965563 1.7092419718974254 1.01098159526009 2.7166673304746025 3.7198536018840995 4.3279298913839739 1.5174267785041582 3.1216586492955676 4.7811256567947558 10.105456662131472 0.77094351954292406 1.2746414191788056 4.6840487620793283 2.3286704700440168 2.1020794766955078 1.2104226257652042 1.1212471975013611 0.76330431789392594 0.58678953698836256 9.7820983484270965 1.6567460293881593 2.1753262486308813 9.7503325212746841 3.4835260901600114 4.5064435619860914 15.622213195776565
leaf_count=75 764 33 125 6 59 102 28 199 22 256 109 33 47 120 45 35 104 25 14 21 12 92 16 150 45 16 69 60 45 173
internal_value=0.000121932 -8.98293e-05 -0.00107889 -5.00594e-06 -4.99849e-05 -0.000586972 9.87586e-05 0.000146535 -0.000150621 -0.000833304 0.000159279 -0.000114798 0.000491023 0.000232564 0.000242672 0.000343028 -0.00029094 -0.000781336 0.000393884 -0.000480826 -0.00123791 -3.40532e-05 -0.00169953 0.000558025 -0.000109482 0.000894494 0.000231049 0.000188448 0.000236657 -0.000210552
internal_weight=212.497 72.2614 5.70775 66.5536 65.1456 14.1309 51.0147 50.0037 26.8462 8.38178 18.4644 14.7445 23.1575 11.6229 18.3764 17.6055 12.0345 7.01272 5.02174 2.91966 6.79927 1.88455 4.91472 14.8888 5.10671 3.44997 140.236 130.485 127.002 20.1287
internal_count=2900 1789 158 1631 1625 325 1300 1272 735 451 284 262 537 229 490 445 266 129 137 123 376 104 272 246 96 51 1111 1042 982 218
is_linear=0
shrinkage=0.00188464


Tree=566
num_leaves=31
num_cat=0
split_feature=6 6 10 16 4 19 6 7 17 2 6 9 3 3 9 7 17 18 7 7 7 2 10 19 10 12 0 15 13 9
split_gain=1.46114 1.47938 0.910317 0.864498 1.51495 1.16001 1.30329 1.35412 1.29616 1.73659 0.980741 0.904632 0.862374 1.27107 1.40418 1.0513 1.30324 1.29884 1.45133 1.08591 1.4823 1.72965 1.19021 4.00374 2.2887 3.32654 2.06477 1.8995 1.78007 1.45633
threshold=13.075305502400001 12.380289263450001 67.316303128300021 11.934972090850001 398.10712430820007 12.050972309250001 5.1551204485500008 24.891451065550005 234.67375690460003 237.82463207520001 12.085282370700002 34.331904962550006 93.58791597905001 93.716961969300016 194.04304600165003 22.580174331950005 184.84480138465003 13.064341268650002 22.747724408400003 22.862300195000003 23.031046061850002 119.40000354470001 66.697957758300021 14.051133688400002 62.837331883000012 171.05377706560003 92.031298721500022 36.168474401900006 109.72404167800001 202.37225149245003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 10 -7 -8 -9 -10 -5 -4 15 14 -14 16 -2 -17 -19 -20 21 -21 24 26 25 -22 -24 28 -28 -27
right_child=12 -3 3 5 -6 6 7 8 9 -11 -12 -13 13 -15 -16 17 -18 18 19 20 22 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=-0.0012376251435148292 -2.4054420510706684e-05 -0.0015899460657671264 -0.00015220798341261907 0.00037502972683153672 0.00026551666413397919 -0.0019882548151260076 0.00069085600321942787 -0.0012415686313626963 0.0013607122382547218 -0.0014249891460811018 0.002046299798689909 -0.0020187176668362062 -0.0021173909538283256 8.8118364642427119e-05 0.00022792675149442727 0.0014330435083584466 0.0016677013727281205 -0.00089688967311790028 0.0013133183459881079 0.0003075639564614676 -0.0016672780503293038 -0.0018350156920466836 -0.0017921636647149578 -0.0025273035169349079 0.0011115026918234394 0.00073655797095294304 0.00017745403495280924 -0.0015184663692453236 0.0012268601574498415 -0.0001570570335902273
leaf_weight=2.409819856286048 2.727103739976882 2.6047774809412649 1.4703241889364997 11.628796599572526 4.1461491598747671 1.3990866808453564 5.5257621118798834 4.4164377292618155 2.2121561327949171 1.3189799692481754 1.459186017513274 2.7558856567484327 2.1150944139808412 40.379898267128738 1.700411516241729 3.3599081325810394 4.3846351429820061 4.1321847261860958 3.5207919478416434 2.856948919594287 3.1513378247618666 2.7117089815437794 1.8611918538808812 2.1002547242678693 15.249857078073545 18.49463317357004 32.715137867024168 2.0708572355797505 7.3002740442752829 10.589707821607588
leaf_count=43 33 76 134 221 149 139 55 109 22 28 11 241 26 646 20 19 22 27 19 15 22 25 23 34 94 97 383 58 34 75
internal_value=0.000134134 -0.000188164 -9.3918e-05 -1.80601e-05 -0.000559732 0.000144136 -0.000223028 -3.9725e-05 -0.000547681 0.000320173 0.000561361 -0.00136935 0.000216689 -1.20533e-05 -0.00107218 0.000302927 0.00101897 0.000256681 0.000219658 0.000264616 0.000227359 -0.000735785 0.000284702 6.45804e-05 0.000498158 0.000208 0.000188447 0.000276036 0.000368904 0.00041119
internal_weight=202.769 41.3474 38.7426 36.3328 8.37236 27.9604 14.8724 13.4733 7.94757 3.53114 13.088 4.22621 161.422 44.1954 3.81551 117.227 7.11174 110.115 106.755 102.623 99.1019 5.56866 93.5333 46.0477 47.4855 32.2357 43.9475 42.0863 40.0154 29.0843
internal_count=2900 1228 1152 1109 524 585 353 214 159 50 232 375 1672 692 46 980 55 925 906 879 860 40 820 532 288 194 498 475 417 172
is_linear=0
shrinkage=0.00192157


Tree=567
num_leaves=31
num_cat=0
split_feature=17 7 12 8 18 17 3 18 17 2 15 5 7 9 13 0 15 13 7 0 3 18 16 10 5 9 8 2 13 16
split_gain=0.235005 0.88088 1.29782 0.694948 0.765664 0.682353 0.853616 1.94827 1.5554 1.10079 2.9458 1.05591 1.03487 1.81464 1.2124 2.87102 1.58804 1.43084 1.02865 1.18434 2.67122 1.07567 1.05297 1.75578 1.02697 1.37718 3.6995 0.945623 0.913881 2.46065
threshold=188.16174763880002 22.597569836950004 86.269275643000014 8.0437227585500022 13.919698996450002 188.73286619890004 93.308316333450009 13.278511569200001 191.55545126530004 111.23922738415001 41.657300687350009 24.779543538450003 23.195026784100005 190.58777288605003 112.82921081865001 92.031298721500022 36.508287084250007 113.58197909515002 23.425421956250002 93.972365491700018 84.807411725000023 14.371157440600003 18.714956236300004 75.403185184700007 21.269675393700002 199.21354841250005 8.543332867800002 198.05499231840002 117.38883580790001 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 3 -3 4 -2 -4 7 -7 -8 -10 -11 27 13 -9 15 -14 18 -16 -17 21 22 -20 23 -21 25 -19 -27 -12 -26 -30
right_child=1 2 5 -5 -6 6 8 12 9 10 11 -13 14 -15 17 16 -18 24 19 20 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.0020178659046063132 -0.041752942398285933 -0.040465822819254524 0.026803018072889387 0.023362150165093763 0.015963056397954353 0.040043662856909676 -0.037230317700467579 0.015603309374726681 0.03598193574380211 -0.057601897875239366 0.034855741554656851 -0.026790475783783949 -0.05669503396055571 -0.032394012634802689 0.038467140799434467 -0.068196934093897571 -0.051469419273934718 0.020665765939963835 -0.0016484926779461967 -0.029498952996217562 -0.052137851549000136 0.033707538433767496 0.022298764690235843 0.0045923669555993814 0.028039945604991789 -0.053469863933797719 0.015403027050975486 -0.0042658918553857292 -0.018895103164633748 0.026567505674494261
leaf_weight=46.921960599378508 0.82692101976135601 1.609698357671731 2.193350427754921 6.574066196102649 1.2032342408783732 2.8535105213522902 3.3551598414778701 2.6071898142108685 1.4697099924087513 1.928400268428957 2.851073665660806 1.5280166406882925 1.9673508987762023 4.7205498479306698 3.3542900346219566 0.43660824757534911 1.2121853481512506 2.9654122106730956 3.0966074615716925 3.9406518838368454 2.0393533656606442 4.5028902718331665 4.7908858926966778 17.644278559862869 5.8823093716055181 3.1538836676627398 3.5178638119250536 2.4490799782797694 4.7933254372328502 5.3964361781254411
leaf_count=1188 27 30 21 64 37 16 51 29 9 37 25 39 41 35 30 9 50 19 20 116 70 38 42 655 42 32 28 26 35 39
internal_value=0.000698369 0.00191376 0.000648449 0.0160695 -0.00754577 0.00134767 0.000743796 0.00258492 -0.0099487 -0.000997823 -0.00720454 0.0070286 0.00117889 -0.0153167 0.0029385 -0.00231489 0.000525656 0.010102 0.00225475 0.00310884 -0.00122163 0.0193008 0.00271517 -0.00163151 0.00640119 -0.00551713 -0.0171547 0.0167785 0.0135477 0.00518162
internal_weight=151.786 104.864 96.2601 8.60422 2.03016 94.6504 92.457 78.8756 13.5814 10.2263 8.75657 6.82817 76.0221 7.32774 68.6943 39.6308 37.6635 29.0635 36.4513 36.0147 28.4152 7.5995 26.3758 21.5849 25.7092 9.63716 6.67175 5.30015 16.0721 10.1898
internal_count=2900 1712 1584 128 64 1554 1533 1346 187 136 127 90 1330 64 1266 1041 1000 225 950 941 883 58 813 771 195 79 60 51 116 74
is_linear=0
shrinkage=0.0461763


Tree=568
num_leaves=31
num_cat=0
split_feature=6 6 0 5 10 0 16 8 10 10 0 0 16 9 7 18 18 18 2 14 3 10 19 0 19 6 0 7 2 17
split_gain=1.14221 1.40922 1.14421 1.16302 1.43272 1.88972 1.9322 1.53615 1.15725 1.60654 1.23902 1.01058 1.32867 1.31605 1.67921 2.17861 1.25198 2.654 1.17176 1.10246 1.03883 0.988615 1.15719 1.0948 1.27327 0.952009 1.08223 0.947416 0.926475 1.68091
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.579584939650001 71.090898343450007 96.055920542800024 15.474963812800002 7.943800736700001 70.865067860500019 70.284360904350009 95.429509798400019 87.181320254150009 22.654947022900004 188.53841931785004 22.940014114900002 13.601370067700001 14.117867417450002 13.954623666350001 317.41815758785003 223.45180875365003 92.671151756550017 78.220689305400015 9.4507625164000029 97.671683879200017 13.351077205700003 14.855347092800002 93.577162146500015 23.903127120600004 203.55719022600002 200.07083195085002
decision_type=2 2 2 2 2 2 2 2 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 8 7 -7 -6 9 11 -11 18 13 -13 -15 -16 17 19 20 -17 -5 23 -23 -1 -25 26 -18 -27 29 -24
right_child=1 2 -4 4 5 6 -8 -9 -10 10 -12 12 -14 14 15 16 25 -19 -20 -21 -22 22 28 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00013661978426727427 0.0012288473661509736 0.0010748211234840935 -0.0011473892911528223 -0.0013275948636494556 0.00036153803344220409 -0.0011986555268825958 0.0010411408455259191 -0.0021318575255095213 0.0015284838292929689 -0.0021905589172762159 0.00046247947663397959 0.001435730540628707 0.0014808879070546412 -0.00095335215814441204 0.0014721829077232135 0.00088744116985102928 0.00074995711165357277 -0.0017569270459102577 -0.0013686759894043282 -0.00056692218201474136 0.00014226690688244086 -0.0020140515378870042 0.00021542848857688464 -0.001516899217792462 0.00022165016598089027 -0.00047775980934182177 -0.00095566022394015396 0.00082787229510937477 0.00050813748287588097 -0.0012285925666606591
leaf_weight=14.062010363908486 4.4853714667260638 4.9547091145068398 2.3526160093024364 1.7513818405568589 1.2032978348433951 2.2263854146003723 3.5483247227966785 3.2426673718728125 2.2870658196043214 1.7686355045298108 0.96714456658810366 3.5030220891349009 3.8313863500952712 3.8478881642222396 5.3184432089328757 4.3268947154283506 2.2422918733209398 3.3164182156324387 1.968008566967909 3.2357350438833237 68.707963681546971 0.90159053445677528 10.539244934101591 5.3534342662896952 2.0766671430319548 2.2841702084988382 3.2171477521769702 14.539660196751354 13.607592892483806 3.9312516341451547
leaf_count=248 34 30 36 15 19 19 30 85 14 56 7 30 28 25 24 22 12 26 48 20 831 171 260 158 26 19 40 96 306 165
internal_value=0.000105534 0.000188476 0.000156213 0.000177767 0.000145403 -0.000533451 0.000177608 -0.00145702 0.000199987 0.000175647 -0.00125266 0.000207652 0.000414718 0.000325589 0.000233716 0.000352417 0.000172834 -0.000351249 6.56683e-05 0.00026518 0.000105731 -0.000139528 8.76209e-05 -0.000445814 -0.00103099 0.000428699 -0.000255132 0.000650607 0.000155106 -0.000176874
internal_weight=199.598 149.127 144.641 142.289 137.334 10.2207 5.77471 4.44597 127.113 124.826 2.73578 122.09 49.6631 45.8317 42.3286 38.4808 33.1623 10.879 72.4274 7.56263 70.4593 50.4718 28.9797 21.4921 7.4301 22.2833 5.45944 16.8238 28.0781 14.4705
internal_count=2900 1566 1532 1496 1466 153 49 104 1313 1299 63 1236 342 314 284 259 235 68 894 42 846 1334 902 432 184 167 52 115 731 425
is_linear=0
shrinkage=0.00188464


Tree=569
num_leaves=31
num_cat=0
split_feature=6 6 0 10 9 0 7 3 5 2 10 17 7 18 5 19 10 10 13 8 16 12 8 8 17 17 10 5 5 7
split_gain=1.27048 1.6535 0.972227 0.986572 1.46695 1.51898 2.06175 1.00668 1.39685 1.42884 1.81691 1.1681 0.903094 1.86576 1.2006 1.23962 0.93021 0.900045 0.798563 2.6281 2.11267 0.835878 1.11768 0.926493 1.2733 0.790476 0.753452 1.82404 1.3224 1.23459
threshold=13.075305502400001 12.380289263450001 85.716110573100011 61.917879202350001 187.38923140910003 85.613949164150014 19.468732114900003 94.92945658615001 29.040033326300005 122.26439358135001 60.474177186300004 162.59969366065002 21.725272673150005 11.955585097900002 31.302824910800002 13.451085274650001 55.895732990150002 67.316303128300021 98.238948544700023 7.1444245619500011 15.259964315550002 216.11788648010003 1.3489472949000001 1.3489472949000001 253.00163930250002 187.26220591115001 69.873026810350026 19.861308675400004 17.671168838450004 23.9444576715
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 6 -5 -2 9 10 11 -9 13 14 -10 16 -16 -1 19 21 25 23 -23 -19 -25 -20 28 -28 -4 -29
right_child=2 -3 26 4 -6 -7 -8 8 12 -11 -12 -13 -14 -15 15 -17 -18 18 20 -21 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.0012880643189259111 0.00085698624511184283 -0.0016827688491634686 0.001539038586634572 0.0018572321362121083 -0.001584191990584739 0.00093768459990076832 -0.002434006528930627 0.00057384162029704752 0.0017163563512550307 -0.0020257636832523344 0.0012614754617701297 -0.0023934331005668924 0.0021224954226890355 -0.0017146490767318955 -0.0026083141293543623 0.0014056165119132374 0.00039829540297845031 0.00028758925032935912 0.000376201781428913 -0.0021135436474968186 -0.0002580971550793885 -0.00091074925230456686 0.00063259047277805351 -0.0020577445349834853 0.002228602931566309 0.0018302858004876034 0.00017664014747077798 0.00062402399934629194 0.00033790652100277414 -0.0023312337568474457
leaf_weight=2.1821615449152878 5.4113883688114646 2.620728511363267 3.6682534366846076 0.59821096621453618 3.7415997966891155 2.9734838264994323 1.5350288577610625 0.79474504292011117 2.4735662302700803 2.3556954867963213 1.9566271333023904 1.4239495538640765 1.0428087115287779 1.5653887189691884 0.89361652574734785 1.1279170669149605 0.70993449538946152 2.0383551119011853 2.3947132956236592 2.539688939403276 8.8739884493406844 2.259086229489184 8.9570834829355572 2.0891050359350634 0.30540031194686879 3.5954802660271525 33.351317940745503 0.75566381122916881 89.631670449743979 1.9356406928272916
leaf_count=43 39 76 17 5 106 19 79 20 33 97 16 45 6 47 40 18 5 128 27 189 209 193 170 164 1 28 373 9 625 73
internal_value=0.000142448 -0.000180173 0.000219772 -0.000107355 -0.000651477 3.19062e-05 -0.00123064 0.000136351 -0.000135509 -0.000804762 -0.000115879 -0.00133054 0.000423914 0.000162291 0.000726772 -0.000169378 -0.00127721 -6.84126e-05 1.21091e-05 -0.000263408 0.000349249 3.68512e-05 0.000321741 -0.000683987 -0.00151105 0.00124898 0.000292116 5.13365e-05 0.000385131 -0.00150146
internal_weight=195.802 37.8558 157.947 28.604 8.84832 5.10672 2.13324 19.7556 14.3442 6.53102 4.17532 2.21869 7.81323 6.77042 5.20503 2.73147 1.60355 35.2351 33.0529 18.1887 14.8642 15.649 11.2162 4.43286 2.39451 5.99019 129.343 36.0426 93.2999 2.6913
internal_count=2900 1228 1672 575 209 103 84 366 327 178 81 65 149 143 96 63 45 1152 1109 845 264 656 363 293 165 55 1097 455 642 82
is_linear=0
shrinkage=0.00196078


Tree=570
num_leaves=31
num_cat=0
split_feature=6 6 0 0 10 15 9 0 6 9 16 5 7 0 6 5 3 3 0 17 0 8 9 19 13 16 19 8 18 18
split_gain=1.17883 1.67897 1.43756 1.32755 1.90139 1.57951 1.53793 2.28259 1.31779 2.27109 1.51105 1.57537 1.51053 1.21969 1.93756 1.92483 1.09172 1.02029 3.36967 1.24074 0.963927 1.56636 1.36526 2.15393 2.02881 1.36739 1.64451 3.46418 1.66288 3.65859
threshold=13.665319288000001 13.775321858200002 97.835679825150024 85.716110573100011 61.917879202350001 20.609775022200004 187.38923140910003 85.613949164150014 14.835346625500001 204.09084027260005 18.324957148300005 18.725555412050003 25.823591744850003 93.262612545250008 15.185354803400001 18.228105795950004 94.92945658615001 86.011840967450013 94.964406541850011 186.52991945525002 87.181320254150009 8.1436447804000007 202.64563922830004 14.551174033150001 117.62273166525001 22.514947350300002 14.351157895250003 8.4434108459500017 13.3584252364 13.544020937350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 -5 7 -6 9 17 -11 -12 -13 14 -10 -15 -3 18 -7 -20 21 -16 25 24 -24 -23 27 -27 -28 -30
right_child=1 2 -4 5 6 8 -8 -9 13 10 11 12 -14 15 20 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 28 -29 29 -31
leaf_value=-0.00014554856872160546 0.0013807218587916477 0.00088983461134695498 -0.0013774009952672321 0.0017197758746140348 -0.001822241298238086 -0.0022534707820096541 -0.0017598579992903205 0.00090365836795777363 -0.0010206581268268774 -0.0023391303312861769 0.00062185805038423247 -0.0024419345645655842 0.0001218738880187683 0.0017803254767874649 -0.0011522793307753769 8.7030433474443858e-06 -0.00012147556500984203 0.0013987780435125781 -0.00027405956024333696 0.001192691350815297 0.00060306103335679389 0.0016618031962329595 -0.0025649183024014279 0.00077918279576572329 0.00021310045821568255 -0.0015128560416280234 0.0011003450378545873 0.00070264472749292754 -0.0016330307145716011 0.00091231728377424797
leaf_weight=48.582684467633953 4.7685394734144202 5.9579481300897958 2.3571356846950939 3.0267612328752866 2.0219097809167561 2.0723872333765057 4.5260379214305431 3.1519228210672736 4.3508190233260384 2.3479434028267843 2.952173475176096 2.1307619637809698 1.6235898523591457 5.7228067293763143 3.3624010514467946 4.3117808592505753 15.199203587428199 2.8407433554530135 4.037579167634247 5.4125895779579878 34.948136903345585 3.2525751087814561 2.5640295930206767 3.0143023282289505 1.7900259559974072 5.2432074183598143 12.561167987063529 6.148387691937387 3.5260929558426124 6.3277215268462896
leaf_count=1334 34 39 36 29 81 54 106 19 33 53 30 32 19 30 25 39 324 12 31 35 209 12 36 18 13 43 75 38 29 32
internal_value=0.000127947 0.000210195 0.000174593 0.000198283 -0.000173253 0.000291062 -0.000907366 -0.000161611 0.000255187 -0.000171199 -0.000956613 -0.000472596 -0.0013332 0.000357995 0.000281824 0.00101907 0.000163314 0.000323917 5.89233e-05 0.000566023 0.000350315 0.000165486 0.000265218 -0.000522013 -0.00142283 0.00042174 0.000302432 -0.000317083 0.000617279 1.48893e-06
internal_weight=210.133 161.551 156.782 154.425 30.857 123.568 9.69987 5.17383 120.541 23.4178 9.05447 6.70653 3.75435 97.1235 87.0889 10.0346 21.1572 14.3633 11.5226 9.45017 82.738 47.7899 44.4275 7.36836 4.35406 37.0592 33.8066 11.3916 22.415 9.85381
internal_count=2900 1566 1532 1496 569 927 206 100 898 266 134 81 51 632 563 69 363 132 120 66 530 321 296 67 49 229 217 81 136 61
is_linear=0
shrinkage=0.00200243


Tree=571
num_leaves=31
num_cat=0
split_feature=5 6 7 18 16 10 19 7 10 16 4 13 13 0 10 9 0 6 15 17 3 16 8 5 6 6 6 10 17 2
split_gain=1.31572 1.01219 0.770385 1.11173 1.06184 0.765969 1.12959 1.01801 0.746675 0.95218 1.51986 1.20107 1.06548 0.727782 1.37989 2.2654 1.3992 2.43724 0.968453 1.0084 0.980884 1.21168 1.07714 1.52525 0.902988 1.60009 1.57793 1.30995 1.10124 1.44025
threshold=12.294714844000003 9.3352181158500027 27.054163064550004 17.108018746400003 17.654958715000003 82.204984254750016 12.651020723000002 24.575790737200006 90.740838818900016 9.6249774926000011 319.52362798075006 92.138837046750012 92.504467352450021 85.716110573100011 61.917879202350001 187.38923140910003 85.613949164150014 14.515339148550002 20.742056627150003 167.86887396990002 108.48197402175002 21.084950694200003 8.543332867800002 30.133297129900004 13.665319288000001 12.26528657645 13.775321858200002 67.649671936450019 199.41622983390002 266.28898953815008
decision_type=2 2 2 2 2 2 2 2 2 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 13 -4 6 -1 -7 9 -9 11 -11 -13 14 18 16 17 -16 19 -2 22 -22 -20 -24 25 27 -26 -15 29 -27
right_child=2 -3 4 -5 -6 7 -8 8 -10 10 -12 12 -14 24 15 -17 -18 -19 20 -21 21 -23 23 -25 26 28 -28 -29 -30 -31
leaf_value=-0.0016589103152448855 0.00066646989362841437 -0.0021058992396049562 -0.0014076779814440354 0.0011979860887871394 0.00061300016746133608 0.0011510188532754466 -1.6415113270714102e-05 0.001057186713339868 -0.0012947628225160488 -0.0019677609432447473 -0.0020197265160271458 0.0020178300935124391 -0.00048898121815434993 -0.0014105965966518422 0.0015864579401028175 -0.001688303498595058 0.00087391316251082471 -0.0023619620538750277 0.00080870152101910578 -0.0023542103353634005 -0.0019795088876937558 0.0015192796554455686 -0.00073560773387148528 0.0011187916827194169 0.0013989929307320645 -0.0021170864849663546 0.00024099393200099182 0.00042456453176423751 -7.1426603297378028e-05 0.00037979552662910322
leaf_weight=2.8291013047564837 0.63413667760324344 1.1141025049146254 2.4852228974923487 3.7620368893258265 1.4700546190142629 2.3240039410302407 3.1354479508008808 2.2049982214812172 1.9080684597138313 0.65365150163415853 1.4821175551041958 1.3611267339438202 1.0801292120013384 1.5376798640936638 0.85112733580171918 4.3929583737626672 3.4448668151162565 1.5974758031079543 10.627299257088458 1.030305534484796 1.3055239125387732 0.48113726079463948 4.8683839840814462 2.3291190564632416 4.3280779831111422 3.1292197799775732 121.7921990652103 13.606164896162225 3.8633188838139176 1.112176824826747
leaf_count=128 27 57 65 37 14 45 101 38 288 49 60 8 36 30 6 106 19 79 103 47 113 3 63 13 32 102 955 205 59 12
internal_value=0.000119773 -0.000365707 0.000166334 0.000183959 -0.000656654 -0.00025152 -0.000795482 4.30565e-05 -0.000253247 3.97746e-05 -0.000450367 0.000301182 0.000908696 0.000162874 -9.71531e-05 -0.000663888 9.97061e-05 -0.000989503 0.00017685 -0.00120336 0.00029399 -0.00103731 0.000427432 -0.000135522 0.000217819 -0.00012348 0.000280733 0.000238225 -0.000799334 -0.00146236
internal_weight=206.741 18.0927 188.648 184.693 3.95528 16.9786 5.96455 11.0141 8.69009 6.78202 4.57703 3.09491 2.44126 180.931 31.5623 10.2864 5.89347 2.4486 21.2759 1.66444 19.6115 1.78666 17.8248 7.1975 149.369 23.2486 126.12 15.1438 8.10472 4.2414
internal_count=2900 810 2090 2011 79 753 229 524 479 191 153 93 44 1974 579 210 104 85 369 74 295 116 179 76 1395 408 987 235 173 114
is_linear=0
shrinkage=0.00188464


Tree=572
num_leaves=31
num_cat=0
split_feature=6 6 0 10 0 19 19 17 18 7 16 10 10 16 16 7 0 10 15 6 9 9 18 7 0 2 0 0 6 5
split_gain=1.61302 1.82297 1.43246 1.03403 1.52826 1.36739 1.05924 1.01437 1.77425 1.74961 1.79523 1.17291 1.11552 1.22511 1.17657 2.88241 0.981054 1.60565 1.20159 1.75031 1.96221 2.19476 1.41036 1.90972 1.44867 1.16387 1.1474 0.999693 1.75054 1.51236
threshold=13.665319288000001 13.775321858200002 97.835679825150024 78.220689305400015 97.671683879200017 13.351077205700003 9.4507625164000029 201.37020668845003 17.108018746400003 26.302865891850004 17.924958083650004 78.494912034700022 80.468240302450013 14.184966829400002 9.6249774926000011 24.373474566200006 85.716110573100011 62.00390986255001 21.073645951400003 14.835346625500001 206.50942114985003 214.57164835430004 15.287416123250003 24.176224535650004 95.002044955650021 71.847610775600018 85.678472159250006 93.262612545250008 15.135353635100001 18.228105795950004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -6 -5 11 -9 -10 -11 -8 -13 14 -14 -16 17 -3 -18 20 22 -22 23 25 -25 -20 -19 28 -21 -29
right_child=1 2 -4 6 5 -7 7 8 9 10 -12 12 13 -15 15 -17 18 26 19 27 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-9.9551636746694877e-05 0.0012943355433164192 8.2560239531061973e-05 -0.0011753144746452441 -0.0019092423485141475 -0.0015351257303261086 0.0001496227072887873 0.0015059340316323202 -0.0019558054200700037 0.0015013183716361259 -0.00088230822736039098 0.0018851215134638706 -0.001272189212880816 0.00087167233700727017 0.0012171244141068029 0.0009052765223131902 -0.0014241827688500569 0.0013617379812512196 -0.0017500281417920313 -0.00033047232839724424 -0.00089491066255716718 -0.0020123613937769254 8.12776773275472e-05 0.001155895886794171 -0.0021861931626643879 -0.0002912214931337253 0.0011305298919863627 0.00011826621474392824 0.0015394911611425421 0.00033964470305399339 0.00012210161223932155
leaf_weight=14.594957938999871 4.9199944362044326 25.483353502058893 2.5379902916029087 0.86452347174054267 5.8873089947737736 2.1610836768522859 2.5858605392277303 1.8277166842017303 1.9759252066724 5.0902698109857738 0.90609088726341713 1.5444373067002768 3.6080874035833386 3.8907583453692487 3.1119650341570377 3.9623574560973793 3.2103464915417126 2.9766913951607412 3.2009935155510956 3.9468930736184111 3.5449388654669738 3.0623812079429626 3.448360474780201 1.9294120799750087 4.2174525000154972 4.0567403249442577 1.6916510239243505 5.3899795953184348 83.550159290316515 4.5600776178762317
leaf_count=248 34 422 36 171 158 26 30 82 20 211 6 48 78 34 36 186 31 130 24 28 71 35 21 48 36 30 17 29 535 39
internal_value=0.000119349 0.00020859 0.000174523 -0.000158143 -0.000449022 -0.00108275 6.61314e-05 0.000126045 -0.000346047 2.30044e-05 -0.000464131 0.000373406 0.000191707 0.000346848 2.98751e-05 -0.000399463 0.00019673 -9.63567e-05 0.00026793 0.000238887 -0.000205313 -0.001042 0.000122714 -0.000143074 -0.000886026 0.000486161 -0.00107302 0.000345827 0.000283955 0.000889906
internal_weight=213.739 161.727 156.807 52.0113 22.6434 8.04839 29.368 28.5035 9.8 7.97229 5.99636 18.7035 16.1176 14.5732 10.6824 7.07432 154.269 30.1517 124.118 120.907 23.4603 6.60732 16.853 13.4046 6.14686 7.25773 4.66834 97.4471 87.4971 9.95006
internal_count=2900 1566 1532 1334 432 184 902 731 319 237 217 412 382 334 300 222 1496 569 927 896 265 106 159 138 84 54 147 631 563 68
is_linear=0
shrinkage=0.00181146


Tree=573
num_leaves=31
num_cat=0
split_feature=5 10 2 8 5 18 2 13 10 17 17 5 5 6 6 18 7 16 17 19 12 5 13 4 10 6 16 5 16 13
split_gain=0.268523 0.624621 0.75083 0.694702 0.579917 0.54104 0.45323 0.491977 0.44391 0.530533 0.695447 0.419911 0.397474 0.47384 0.758491 0.610579 0.928048 1.04637 1.04163 0.605894 0.601914 0.527334 0.784474 1.73384 1.19883 0.567167 0.53934 0.437567 0.411748 0.373795
threshold=12.294714844000003 82.204984254750016 207.83068032845003 7.1444245619500011 7.7286379265000011 16.433295803950003 285.16564649850005 82.390487865700024 80.059594666650014 194.76181357870004 182.28951942140003 2.5966915737500007 13.264960807550002 13.075305502400001 12.380289263450001 13.901940775400002 21.061418062900003 13.534968349350001 201.18214207610001 13.351077205700003 325.25099387990002 15.299679811400003 104.02719889955002 233.74578482015002 75.465019721650009 13.955326063950002 14.994964935250001 18.725555412050003 18.144957569200002 100.98924121215002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -7 -8 9 10 -1 -3 29 14 15 27 -17 20 -19 -20 -18 26 23 -23 -24 -25 -15 -14 -16 -2
right_child=12 3 -4 -5 -6 6 7 -9 -10 -11 -12 -13 13 21 28 16 17 18 19 -21 -22 22 24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.013296616551379255 0.02174013319077563 0.039189441346061511 -0.045138958719317591 -0.04279290461023532 0.020636932844957781 -0.042812063352045709 0.017395831335697075 -0.04340766883143566 -0.044638973355522457 0.023156838878415232 -0.044589288809987027 -0.0066160746618474974 -0.048828020957259889 0.0012076785346146043 -0.044430994516409528 0.033719423982900898 -0.046422414828942403 0.023153219010283006 -0.044150312226957519 0.00069845269718236318 0.0039380979878692862 -0.049994314750925979 0.0013711517344500972 0.013679282641734718 0.038190985473330899 -0.028149262418829597 0.034179877174700772 -0.0086238118371210724 0.0036045055104373287 -0.0062386533027196578
leaf_weight=0.71766949805896618 3.016337569570168 0.6463587908074262 1.2628341997624373 0.54517131832835719 2.7657897542230785 0.83847311692807114 0.7370474219205787 0.34021242265589535 0.45373962749727059 1.0390026179375125 0.73469357431167737 0.76370025059441105 0.74508288479410056 1.7323085265234106 1.294831043225712 1.3686829907819609 1.3002654786687342 2.7941678455099463 0.80178655241616104 1.5369076551869509 0.60984200285747636 1.6563703244901251 116.64625311622513 2.2705059769214135 1.5675703585147847 0.75576752040069539 1.7387783220037816 1.2991915694437919 0.41128110792487849 1.155099003575742
leaf_count=17 54 7 91 116 81 223 77 32 27 31 73 35 22 31 69 14 79 37 37 32 11 43 1488 46 11 37 14 36 6 23
internal_value=0.000790447 -0.00555403 -0.0181596 0.00243834 0.00648635 -0.00528154 -0.0197538 -0.00180669 -0.00659105 0.00033842 -0.0159856 0.0143808 0.0012726 0.000889573 -0.006995 -0.00277596 0.00220642 -0.0039176 0.00591645 -0.0146773 -0.0303438 0.00164841 0.00119436 -0.0155947 0.0018594 0.00323322 0.0177245 -0.0232772 -0.0328514 0.0139926
internal_weight=153.546 10.8447 4.20794 6.63675 6.09158 3.32579 1.91573 1.07726 2.94511 2.49137 1.45236 1.41006 142.701 138.53 12.162 10.4559 8.41165 7.04297 5.13286 2.33869 1.91011 126.368 122.896 4.68264 118.214 3.02627 3.47109 2.04427 1.70611 4.17144
internal_count=2900 810 239 571 455 374 332 109 148 121 90 42 2090 2013 343 268 210 196 106 69 90 1670 1625 126 1499 83 45 58 75 77
is_linear=0
shrinkage=0.0418233


Tree=574
num_leaves=31
num_cat=0
split_feature=6 6 0 5 5 0 10 17 0 9 5 8 16 10 16 3 5 18 3 18 16 9 9 18 15 7 2 7 17 3
split_gain=1.19532 1.34273 1.04775 1.18852 1.90629 0.901534 1.63508 1.01583 1.18138 1.79467 1.64651 2.52267 1.11217 1.51398 3.18261 2.64646 1.83354 0.984528 1.54499 0.968905 3.19904 3.21328 2.94948 1.99904 1.84795 1.66212 1.11549 2.67636 1.27483 1.5092
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.579584939650001 16.892865140250006 85.716110573100011 62.00390986255001 175.17291212335002 93.972365491700018 196.26893085885004 18.725555412050003 8.0437227585500022 19.214955067100004 66.697957758300021 19.974953289850003 89.227236891450005 18.092020786850004 12.993406580100002 93.915907870950022 13.713893333650001 22.604947139800004 201.2906445504 202.64563922830004 13.601370067700001 43.376643616500012 23.608704471050004 199.66651340635002 23.046547257250005 183.58889821140002 92.359290613450014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 12 -10 -11 -12 -9 15 16 -14 -15 -8 -19 23 21 -21 -23 25 -22 26 28 -28 -17 -30
right_child=1 2 -4 4 5 7 17 8 9 10 11 -13 13 14 -16 19 -18 18 -20 20 24 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00014793997201708529 0.0012618776645761044 0.0011174690932492337 -0.0011086700968768342 -0.0016997284414566639 7.9418966352489583e-05 0.001144875608238848 -0.0024445548754865572 0.0011359648411011182 -0.0022205552466344862 0.0003749936000817689 0.00088771298301401776 -0.0024093675779492886 0.0014818304281908248 0.0011970291421967985 -0.0023005211180684342 -0.00060393075891447849 -0.00088834000859211589 0.0011789025625068904 -0.0016211378045802949 -0.0025185906768479312 0.0015159214846923357 0.0013139662435920174 -0.0011070925669679015 0.001365608517757469 -0.0003538349689942475 -0.001078242328273896 -0.0023921599045145705 0.0004447062161588552 0.0013048203791610822 0.00034258397056128898
leaf_weight=47.05894610658288 4.2902126461267462 4.9514952413737765 2.3266969202086321 2.0091578532010308 25.789952428138353 4.6438014814630142 1.4995660153217603 5.6074813390150657 1.5735692121088494 9.4523900635540468 1.3888832563534372 2.2416230159578845 6.8219082169234744 3.3861589357256872 2.5755287278443575 3.8891773000359526 2.8859678730368614 1.1828009267337622 1.8947371643735094 3.0001102816313523 4.8829992264509183 3.0123506858944893 4.8587184138596058 6.4481503292918196 3.2557396218180656 3.3605010211467734 1.8212842005304981 3.7785276668146253 7.7448494434356681 27.099569984711707
leaf_count=1334 34 30 36 24 422 29 60 46 36 87 17 74 42 15 37 23 26 12 75 27 29 12 39 31 26 21 32 32 34 158
internal_value=0.000120927 0.000201172 0.000171504 0.000191222 0.000159832 0.00018576 -0.000108499 0.00026433 0.000226845 -0.000280939 -4.76483e-05 -0.00114804 0.000305659 0.00025324 -0.000501313 0.000336718 0.000237497 -0.00116733 -0.000544989 0.000229929 -0.000143437 -0.000825759 -0.000180525 0.000361022 0.000767963 0.000225203 0.000324005 -0.000477957 0.000439947 0.00055646
internal_weight=204.733 157.674 153.384 151.057 146.106 144.096 30.3671 113.729 109.085 14.6565 13.0829 3.63051 94.429 88.8215 8.84766 79.9739 6.27213 4.5771 3.07754 73.152 19.0099 10.8712 7.87107 54.1421 8.13874 47.6939 44.3334 5.59981 38.7336 34.8444
internal_count=2900 1566 1532 1496 1466 1442 569 873 844 214 178 91 630 584 78 506 41 147 87 464 133 78 51 331 55 300 279 64 215 192
is_linear=0
shrinkage=0.00192234


Tree=575
num_leaves=31
num_cat=0
split_feature=16 6 15 0 9 6 5 3 10 8 17 17 9 7 16 6 18 3 4 5 12 15 10 17 0 4 5 4 19 16
split_gain=1.25539 1.32487 1.21135 1.15162 1.69067 3.19159 1.80318 2.9965 2.61503 1.68978 1.27795 1.13856 1.28388 1.536 1.28131 1.39852 1.21189 2.39623 1.54399 2.84683 1.70325 1.74819 1.65964 1.4763 1.36949 1.75185 3.11331 1.40036 1.62402 2.94971
threshold=18.594956516900002 15.675366252400002 32.540328261750005 85.716110573100011 186.14781787895004 16.465384711100004 30.133297129900004 94.92945658615001 61.928633034850002 8.3434888241000014 189.27091549140002 176.11179263395005 181.61255275325001 22.580174331950005 22.654947022900004 16.525386113000007 15.042884401850001 85.436510927550003 310.49012963040008 21.964328598750004 94.472960382900013 30.416602988400005 67.203387886850024 199.14656950540004 86.345209775600011 190.00198300580004 22.852794041600003 218.54748057425005 14.251149826300002 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 2 -1 4 9 -6 7 8 -7 -2 -10 -5 -13 -14 16 -16 17 -15 20 -20 -19 -22 24 -21 25 -23 -27 -26 -29 -30
right_child=3 -3 -4 11 5 6 -8 -9 10 -11 -12 12 13 14 15 -17 -18 18 19 23 21 22 -24 -25 27 26 -28 28 29 -31
leaf_value=9.633411263651751e-06 0.00012834667909490883 -0.0014277609341753271 -0.0020746565737434853 0.0014933204656483263 -0.0026595876469638767 0.00099768971350189446 0.0012893013486594853 -0.0020186946245352132 5.5801319890746579e-05 0.0021074255886403253 -0.0026268812063406852 -0.00082760191310117786 0.0010301978277610663 -0.0015060966988066588 0.0011641268203372466 -0.00029309791104093397 0.00087879229764203264 -0.0010422461342753375 -0.002118293081061897 -0.001120272662710214 0.0013419300117031596 0.00087996436720166849 -0.00094567781465595534 0.00054773227523365259 -3.8507360288902962e-05 -0.0019806914785887187 0.00041769236853203572 0.0017267456777611981 -3.8354888504816195e-05 0.0017190501762065331
leaf_weight=63.215844710619422 11.778444102732466 2.7000434277579179 1.0905395970912639 3.1529142856597892 2.3155306992121067 5.0661409981548768 2.628222652245312 3.5088594974949956 1.276529105845839 1.9305463745258737 1.467595661524683 3.7613806203007689 11.056989511474965 3.454607897438108 10.479578317143021 3.3387887468561521 8.2930361386388523 3.4218855164945117 3.0105268172919741 2.8827498257160169 6.4599112495779982 3.977021135389804 4.0486235022544852 6.9786367849446833 9.9267890043556672 3.8995895627886039 4.461664570029825 5.9260269626975086 11.306653290987017 5.4379560202360144
leaf_count=1526 147 197 66 16 40 30 14 50 19 10 25 35 54 58 69 21 63 24 32 37 39 18 35 46 59 35 33 23 58 21
internal_value=0.000139808 -8.22089e-05 -2.5713e-05 0.000242231 -0.000100175 -0.000527744 -0.000173816 -0.000513542 0.000162667 0.000407047 -0.00137893 0.000331257 0.00029858 0.000337671 0.000258977 0.000812033 0.000167437 8.89809e-05 0.000165793 -0.000449367 0.000300307 0.000383166 0.000256727 6.01294e-05 0.000365062 -0.000191327 -0.000700885 0.000575657 0.000844581 0.000532378
internal_weight=212.254 67.0064 64.3064 145.247 29.9719 16.2629 13.9473 11.3191 7.81027 13.709 2.74412 115.275 112.122 108.361 97.304 13.8184 83.4857 75.1926 71.738 12.8719 58.8661 55.4442 48.9843 9.86139 44.9357 12.3383 8.36125 32.5974 22.6706 16.7446
internal_count=2900 1789 1592 1111 335 178 138 124 74 157 44 776 760 725 671 90 581 518 460 115 345 321 282 83 247 86 68 161 102 79
is_linear=0
shrinkage=0.00196078


Tree=576
num_leaves=31
num_cat=0
split_feature=6 6 10 0 6 0 8 9 17 0 16 9 7 18 3 9 2 17 7 6 13 3 18 17 5 17 6 7 18 6
split_gain=1.22967 1.33314 1.07892 1.98116 1.60018 2.17303 1.59634 1.5041 1.50559 1.4669 1.60739 1.62035 1.85594 2.05458 1.37214 1.28757 1.28512 1.27581 1.55539 1.26609 4.50187 1.48405 1.25373 2.27759 1.81144 1.54633 1.2614 1.3202 1.25079 1.26261
threshold=13.665319288000001 13.775321858200002 70.182199495350019 96.055920542800024 14.755344756250002 94.614906984850009 7.943800736700001 206.50942114985003 201.96296776225003 87.181320254150009 22.654947022900004 188.53841931785004 22.940014114900002 13.482409244300003 92.751805500450018 202.89977928865002 317.41815758785003 200.83528241485001 23.699538637550003 16.375382608200002 117.38883580790001 92.913112988300014 13.3584252364 195.24502669890003 22.963361893800002 192.34053301495001 16.415383542800004 22.765858321950002 13.24392582145 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 9 4 6 -6 -4 15 -9 14 11 -11 -13 -14 -3 -5 17 18 19 20 -16 -21 25 -24 -25 26 -23 -28 29 -29
right_child=1 2 3 7 5 -7 -8 8 -10 10 -12 12 13 -15 16 -17 -18 -19 -20 21 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.00013813399680238898 0.0012451420662197941 -0.0011650873566890533 0.00018929779229787165 0.00011169856714376269 -0.0016391663539044154 0.0010797936502136311 -0.0021455811910255731 -0.0018707606724647353 0.00024839675154875526 0.0015666843454294895 0.0016031138555302328 -0.00093136976170903605 0.0018101748605176026 0.00028259523939464448 0.00045147686235623994 0.0015789938040793785 -0.0014197495229695135 -0.0012627204580859816 0.00111847341832726 0.0017282018110064692 -0.0029526745205022196 0.0011398661357845852 -0.0019049646219891454 -0.00083695300071768034 0.0010968312023713911 0.0013441249776440264 0.00022670939814794117 -0.0004090761707288464 0.00039369796211436825 -0.0025138426766079022
leaf_weight=48.67535611227504 4.4741332307457915 3.1300147771835318 1.4687862657010571 5.0877670533955079 1.7955185848986728 2.749689532443881 4.1098738482687622 1.9760726131498803 3.3210830977186561 4.0042038806714109 4.4312185645103446 4.168314464390277 3.5616794005036345 37.625042289495468 4.3306872819084665 3.9072350896894932 1.9177173107455008 2.2145038610324255 6.459225883241742 2.311640463769435 2.1474864085903391 4.4509690540144211 2.8736527469009143 3.6137956604361534 3.5470478888601065 4.6308522825129321 30.382665074139368 2.3758809729479244 2.3948917835950851 1.8918913207016883
leaf_count=1334 34 26 23 32 38 18 109 30 37 30 28 25 15 235 76 18 48 22 41 10 34 28 32 26 25 26 425 25 18 32
internal_value=0.000129671 0.00021046 0.000180951 -0.000190371 -0.000840991 5.70791e-06 -0.00153084 0.000270497 -0.000542142 0.000249394 0.000494042 0.000394475 0.000290986 0.000414695 8.21231e-05 0.00074906 0.000133799 0.000174265 0.000218827 0.00012936 -0.000676985 0.000218694 0.000156561 -0.000459243 0.000120926 0.000290523 0.000172945 5.67701e-05 -0.000718177 -0.00134211
internal_weight=210.029 161.354 156.879 24.416 10.1239 4.54521 5.57866 14.2922 5.29716 132.463 53.7905 49.3592 45.355 41.1867 78.6729 8.995 75.5429 73.6252 71.4107 64.9515 6.47817 58.4733 56.1616 10.0345 7.16084 46.1272 41.4963 37.0453 6.66266 4.26777
internal_count=2900 1566 1532 305 188 56 132 117 67 1227 333 305 275 250 894 50 868 820 798 757 110 647 637 83 51 554 528 500 75 57
is_linear=0
shrinkage=0.00192234


Tree=577
num_leaves=31
num_cat=0
split_feature=7 12 7 10 17 9 18 15 15 6 6 6 0 12 15 12 6 6 5 15 10 9 7 0 8 15 10 10 0 16
split_gain=0.274796 0.641258 0.509745 0.513996 0.358126 0.410078 0.320124 0.469744 0.60094 0.850052 1.09451 0.728998 0.703663 0.62073 1.00767 0.809192 0.780683 0.667645 0.604142 0.584313 0.514119 1.39758 1.20515 1.14609 1.12484 0.903361 0.808029 0.90654 0.917625 0.684466
threshold=27.952168727600004 319.87149966510009 28.359442781600002 90.740838818900016 157.96759137085004 43.506455664950003 17.327266398450003 15.42678483595 17.382777826050003 13.665319288000001 13.775321858200002 5.0951190466500007 105.70748523110002 212.36614019295004 32.393814985100008 250.35852345740003 12.26528657645 11.125259939900001 15.299679811400003 23.304416445750004 71.090898343450007 206.50942114985003 26.038885134450002 96.055920542800024 7.943800736700001 23.969938375100003 70.865067860500019 70.284360904350009 95.429509798400019 19.214955067100004
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -9 11 -11 -10 13 14 16 -15 -13 -17 -12 -18 26 23 -23 24 -22 -25 27 29 -29 -20
right_child=1 -3 3 -5 6 -7 -8 8 9 10 18 12 -14 15 -16 17 19 -19 20 -21 21 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.036758467457985659 -0.051138230778561701 -0.050888757847687455 0.020730577753944178 -0.049350754557243748 -0.017325697848019718 -0.056779293199243928 0.014673343947684396 0.020388440333217739 -0.050880338736776096 0.032509643498992484 0.037497151526674918 0.0021612280080346314 0.029764946562147093 -0.053803886305099462 0.043367067554842015 -0.046910517166347497 -0.053485456828756744 0.00036522373011316017 0.014266029533112871 -0.0088191577059450466 0.015307712352619605 -0.056849765872487405 0.007663634209246737 -0.0075302964096566069 -0.053230342077736179 0.029851592924437037 0.035114750185465948 -0.055805154586944045 0.011217859485148318 0.0011399861981821959
leaf_weight=0.14607786724809457 0.39411031616327807 0.81169161142315704 1.6443708782317115 0.296914877158997 3.2679887027770738 0.4920198457693914 4.2669694191717999 3.9249256515759035 0.951475980575199 2.8321758266538373 1.1207151636481274 6.1725373830413464 1.1777788521721948 1.484001651406287 1.0383077431470145 0.9513452241662893 1.2775699025951328 2.9254197191912681 10.659363578044575 1.567291209939867 0.9376589041203246 2.1630064536584537 1.0259299983736125 2.8401090214028955 1.4897465296089647 3.4295178120955825 1.7857344126095984 1.2844416160951362 0.7946148826740681 91.495837981696241
leaf_count=10 42 99 50 172 199 59 144 98 159 32 8 141 22 54 9 36 52 50 246 39 16 66 21 24 51 22 14 55 7 903
internal_value=0.000984326 -0.0133534 -0.000307579 0.0100118 0.00128216 -0.035366 0.00143716 0.0010519 0.00147092 0.000938299 0.00239086 -0.00915007 -0.00675735 -0.00954756 -0.00236532 -0.02302 -0.00763117 -0.0112361 0.0016742 -0.0288779 0.0013337 -0.00833425 -0.0360948 0.0018447 -0.0267554 0.0129178 0.00241758 0.00185741 -0.030189 0.00250962
internal_weight=154.65 3.14709 2.3354 1.94129 151.503 0.638098 150.864 146.597 143.33 139.405 121.859 17.5457 16.5943 15.4165 10.0557 5.36077 9.0174 3.87676 119.027 2.84486 117.906 11.886 3.18894 8.69703 2.42741 6.26963 106.02 104.234 2.07906 102.155
internal_count=2900 363 264 222 2537 69 2468 2324 2125 2027 1465 562 403 381 241 140 232 86 1433 91 1425 200 87 113 67 46 1225 1211 62 1149
is_linear=0
shrinkage=0.0490223


Tree=578
num_leaves=31
num_cat=0
split_feature=19 8 17 3 16 18 9 19 3 8 10 16 10 0 17 2 10 4 14 17 6 3 9 10 7 9 6 19 9 16
split_gain=0.259174 0.500095 0.281487 1.57869 1.50291 1.07489 1.20247 0.982241 1.39872 1.42911 1.06239 1.40362 1.65138 1.20084 1.50516 0.890304 0.971665 0.753029 0.658738 0.767474 1.67771 1.89494 0.741115 1.2473 1.28267 1.23275 1.40855 0.835226 2.316 0.817126
threshold=14.651182102100002 8.6432548896500023 201.37020668845003 92.837836160650014 22.644947046300004 14.371157440600003 205.20707599510004 14.451165964200003 87.963661570150023 8.543332867800002 68.579878449600017 18.684956306450005 75.922057603850007 100.67200315280002 234.67375690460003 325.75432260090003 74.986474174450009 395.41070928875007 384.93581166080008 197.57625617845002 14.875347560100002 83.511574906150017 206.08249486475003 80.677940036650014 22.913946662950003 201.2906445504 16.475384944750001 14.551174033150001 186.67271206880002 11.934972090850001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -4 8 9 10 -7 12 -12 -14 -15 17 -17 18 19 22 21 -21 25 24 -24 27 -27 29 -29 -1
right_child=1 -3 3 -5 -6 7 -8 -9 -10 -11 11 -13 13 14 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.02834980160437477 0.021228788338927732 -0.0043296018359765083 -0.045008110676915104 -0.061660870436581354 0.040664383937233831 -0.056000801873352948 -0.00059683503656746378 -0.044684131064989897 0.031455477662282988 -0.055830564685895208 -0.046107134428801808 0.023396107760519619 0.022803594321010017 -0.039588575958393095 0.011702265138634283 -0.04989242463594068 0.0043768605771933363 0.025532855156738712 -0.034374108763860808 0.014061594102682179 0.021548536424362986 -0.040500785386892724 0.0094558625309399888 0.025860351444828778 -0.029300429609661872 0.022002784946751439 -0.020469702187054621 0.022091256741181915 -0.049622159301453028 0.0014493905900881134
leaf_weight=2.0244339327473417 3.6482110479846588 2.9585688607767224 2.6441788440570333 0.96789858827832986 1.6830760110169638 0.67420952953399194 2.561110345646739 0.98688743589445849 3.0257116835564366 1.013582159182987 1.8436116313096125 4.972579979337751 3.5073807451408339 2.3209271061350591 2.5760794783127494 1.486592229935922 1.3374310473445801 2.845130202418658 1.0837064055667713 3.1187869748682742 10.895946317352353 2.4062858646502718 2.5584861260140297 1.6255472539196478 6.3329201840097085 10.337216308791538 1.9864608955103893 1.5942798019386817 2.4193271294934675 65.413709132990334
leaf_count=250 27 34 24 18 20 12 21 18 34 28 83 53 67 239 91 63 57 96 35 76 76 50 46 56 136 111 27 12 32 1008
internal_value=0.000834029 0.00978354 0.000429721 -0.00366492 -0.00164639 -0.00437208 -0.0231568 0.000301701 0.00252884 -0.00264751 0.000743876 0.00325743 -0.00651434 0.00217085 -0.0126069 0.00143284 -0.024191 0.00206404 0.00146678 0.00181761 0.011034 -0.00970147 0.000212563 -0.0113462 -0.0181484 0.00166362 0.0151566 -0.000663593 -0.0211362 0.000554845
internal_weight=152.85 6.60678 146.243 28.7772 27.8093 26.1263 5.20529 20.921 19.9341 16.9084 15.8948 15.2206 10.248 8.40439 4.89701 117.466 2.82402 114.642 111.797 110.713 16.421 5.52507 94.2924 10.517 8.89141 83.7754 12.3237 71.4517 4.01361 67.4381
internal_count=2900 61 2839 708 690 670 45 625 607 573 545 533 480 397 330 2131 120 2011 1915 1880 202 126 1678 238 182 1440 138 1302 44 1258
is_linear=0
shrinkage=0.0461948


Tree=579
num_leaves=31
num_cat=0
split_feature=6 0 15 17 10 10 13 3 6 5 0 5 5 14 8 0 17 13 6 17 17 18 18 2 17 16 18 9 18 13
split_gain=1.26789 2.14837 1.55791 1.66505 1.5547 1.22933 1.16464 1.07852 1.29358 1.85981 1.35911 1.26664 1.09857 1.16437 1.07547 1.89667 1.4717 1.40304 2.07638 1.69237 1.46214 1.16975 1.90672 2.03493 1.58996 1.07391 1.28216 2.87092 1.50892 1.07355
threshold=14.835346625500001 87.181320254150009 38.469938489650012 206.02826764000002 63.910026677050006 62.399113207700005 115.63864956495001 92.751805500450018 16.355382140900002 25.763052016400003 86.692020874450009 20.206488238950005 21.005083245250002 384.93581166080008 8.543332867800002 86.135510041400025 192.84209122775002 117.68187774410002 20.305474434200004 189.37128582595003 188.84204146815003 13.086509421050001 13.24392582145 118.29074621970001 187.45953903175004 22.644947046300004 13.544020937350002 193.32717468205001 13.373311100250001 117.38883580790001
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 5 7 -1 -2 9 29 11 -10 -13 14 16 17 21 19 20 -16 -19 24 23 -23 -14 26 28 -28 -3 -9
right_child=1 25 3 -5 -6 -7 -8 8 10 -11 -12 12 13 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.5267493582204235e-05 -0.0011856347217118343 0.00046613116656144579 -0.0027384007514473733 4.2124218017454342e-06 -0.0016663315785087735 0.0016214714100537468 0.0017662201191500893 -0.00031818169364800536 0.0014465266774042703 0.00082342448912824161 0.0012569575615211225 -0.00088298109670304761 3.1859944975163035e-05 -0.0013352571062718002 0.00135449711725519 -0.0017169976846748976 0.00090768993064612488 -0.0028194002456577226 0.0004817423877309892 -0.00053628560981857374 -0.00037054177594286541 0.00041188203191556169 0.00042932333889290344 -0.0022428409093511502 0.0013726360256261008 0.0015188474872249765 -0.0015222626139884266 0.00045654797130471045 0.0018843083967231458 -0.0026258993277957668
leaf_weight=75.76428312191274 2.5346618592739096 7.091396249830721 1.6373568497365334 1.6346807768568394 1.9189720435533661 1.8783392414916296 1.3346402794122685 1.2119416977511712 2.4474457055330268 1.5731558408588169 3.9177533760666838 4.4550362285226575 12.208692486980004 1.9923080328735512 4.5342690874822456 2.6993513107299796 11.730275366455315 1.8036133814603093 3.5064113773405552 2.8481424576602876 1.8003638437949119 1.6363062579184751 4.5187467932701111 3.0669039783533663 4.4632202158682039 3.9365621060132971 2.976031742990016 30.239760623313487 4.5521719083189964 1.9331733377184717
leaf_count=1639 21 40 37 20 65 20 9 20 12 21 17 30 252 52 31 21 67 26 24 32 23 10 31 41 29 27 22 211 18 32
internal_value=0.000120042 0.000239259 -6.90454e-05 -0.00136822 4.27266e-05 8.54524e-05 -1.39093e-05 4.69228e-05 9.01051e-05 -0.00088307 0.000158001 9.04231e-05 3.62476e-05 0.000108335 0.000160803 -0.000237526 0.000342817 3.80331e-05 -0.000571422 0.000625031 -0.00159608 8.69216e-05 -0.000462441 -0.00131923 0.000390798 0.00055615 0.00047167 0.000279253 0.00102058 -0.00173664
internal_weight=207.846 127.475 80.371 3.27204 78.6791 76.7601 77.0989 74.8818 72.3471 4.71827 67.6288 63.7111 61.2636 56.8086 54.8163 17.1922 37.6241 14.4928 7.11039 7.38241 3.60398 25.8939 9.22196 4.70321 16.6719 48.7959 44.8594 33.2158 11.6436 3.14512
internal_count=2900 1195 1705 57 877 812 1648 792 771 73 698 681 669 639 587 157 430 136 73 63 49 363 82 51 281 318 291 233 58 52
is_linear=0
shrinkage=0.00192234


Tree=580
num_leaves=31
num_cat=0
split_feature=7 12 7 6 9 10 17 7 12 17 4 17 15 14 7 9 7 9 17 3 15 7 10 10 7 7 5 2 17 9
split_gain=0.245986 0.586339 0.447479 0.445614 0.580911 0.344232 0.248739 0.785996 0.870559 1.51652 1.21747 1.15415 1.22653 0.892805 1.07673 0.85838 0.824641 0.764747 0.617408 0.941976 2.91005 1.51166 1.28309 2.70824 1.08918 0.920519 0.817058 0.777322 0.740323 1.23048
threshold=27.952168727600004 319.87149966510009 28.359442781600002 8.5201990730500015 43.506455664950003 90.740838818900016 188.16174763880002 22.580174331950005 114.86856072930001 194.58701840130001 162.32075757215003 199.55131508320002 30.276503438400002 195.11843500090001 22.689595575850003 202.13708171315002 23.460228855750007 195.97407267990005 188.73286619890004 93.308316333450009 41.657300687350009 22.862300195000003 62.079186690200011 62.106071271500007 23.124786352450005 23.195026784100005 24.779543538450003 198.05499231840002 194.58701840130001 205.70977008025002
decision_type=2 2 2 2 2 2 2 2 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 -4 -1 -8 9 10 -9 16 15 17 -15 -13 -11 -10 -16 21 -21 -20 -23 -24 -22 -25 27 -26 29 -27
right_child=1 -3 3 -5 -6 -7 7 8 13 11 -12 12 -14 14 18 -17 -18 -19 19 20 24 22 23 25 26 28 -28 -29 -30 -31
leaf_value=-0.0017522060882624643 -0.049921318019470778 -0.049763720605719222 0.039151611034079881 0.036865279331194024 -0.049768838912543002 -0.048380288563879562 0.016914627158804013 -0.0078353362845566335 0.038908411014237462 0.040912659895541909 -0.058192054606882565 0.025388939491092263 -0.057423079815555771 -0.040574896433597532 0.030214302301463023 -0.028900731380220777 -0.00024348803896013794 0.0033307883567422051 0.041401108228244284 -0.060031938224194531 -0.031483499187275416 0.018642515827228576 -0.061234557337439835 -0.026836932311463842 0.040728014825393337 0.026275836054978609 -0.017747326636473406 0.0015873238916202707 -0.00011740016338522512 -0.011729959945365683
leaf_weight=47.69245692237746 0.3560931660758796 0.74498483803472471 0.48342371301259823 0.77187760191736732 0.49001156091981102 0.13214657119533513 8.0003012075321731 2.2076585828326634 2.8711274677189058 2.0205807301681471 2.2284148128237575 1.4684929484501488 1.2255041189491747 1.3664854245726008 1.8087678045849305 1.2414055855479089 2.5359506120439619 2.7154821718577296 2.4056889486964783 2.2457148492103434 1.7788875445257852 9.5483203949406725 1.6452855123206962 2.5089660454541436 2.3674383349716663 6.6505829563247953 1.6758679025806484 2.3210625466890633 35.314157296583289 2.7945326475892216
leaf_count=1090 42 99 12 19 88 103 122 26 16 12 35 15 16 21 15 32 28 27 19 43 43 67 18 21 18 110 32 24 643 44
internal_value=0.000834116 -0.0128413 -0.000526039 0.00884264 -0.0107218 0.0203608 0.00110815 0.00245953 0.00121532 -0.0103566 -0.0331315 0.00154071 -0.0175246 0.00308492 0.00169409 0.00051882 0.0180071 0.0216152 0.00248462 0.00178073 -0.0115947 0.00406367 0.00252725 -0.000618588 0.00176312 0.0014913 0.0110558 0.0213512 0.00307923 0.015031
internal_weight=151.618 2.97854 2.23355 1.87746 1.10558 0.61557 148.639 100.947 92.9464 12.928 4.43607 8.49193 3.9354 80.0184 74.4318 2.7099 4.55653 5.58661 73.0653 71.2565 10.389 60.8675 58.4618 48.9135 8.14326 47.2682 6.36437 4.6885 44.7593 9.44512
internal_count=2900 363 264 222 203 115 2537 1447 1325 164 61 103 63 1161 1118 47 40 43 1097 1082 160 922 903 836 117 818 74 42 797 154
is_linear=0
shrinkage=0.0480611


Tree=581
num_leaves=31
num_cat=0
split_feature=5 6 10 19 7 6 5 2 5 18 6 5 3 6 14 8 9 10 3 9 16 6 15 10 13 10 19 10 6 8
split_gain=1.00716 0.925068 0.745696 0.95492 0.840592 0.822484 0.686679 1.3994 1.63323 1.69381 1.48418 1.35473 1.22256 1.03836 0.978516 0.875223 1.0738 1.00264 1.64124 1.09617 0.749753 0.710395 0.675625 0.905 1.54696 0.708242 0.729493 0.666562 1.27504 0.654684
threshold=12.294714844000003 9.3352181158500027 82.204984254750016 12.651020723000002 24.575790737200006 5.1551204485500008 23.606333875400001 357.36576196840008 25.556820288350004 13.278511569200001 16.395383075500003 23.151456684850004 92.913112988300014 16.505385645700006 121.52774284315002 10.441851282850001 66.290220196950017 61.971648364950006 101.23926781830001 71.82068887245002 22.744946812400002 22.585527707250005 20.310401204950004 87.33187390945001 81.98184222990001 90.740838818900016 11.050891619700002 86.858705278550005 6.0351410101000011 8.8430989333000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 11 8 9 20 -11 29 -10 -12 -14 16 -16 18 -18 -20 -8 -21 23 27 25 -25 -27 28 -6 -2
right_child=6 -3 4 5 22 -7 7 -9 12 10 13 -13 14 -15 15 -17 17 -19 19 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0015790424967218296 0.00019001611665354795 -0.0020578148648502043 0.0011265006117708251 -0.0019401826632637767 -0.0019549701186545123 0.0004673801350078771 -0.0021430303996325356 -0.0020258255933725713 0.0018515957090290002 -0.001512537379452582 0.00079693655285078483 0.00088132763204886821 -0.0031078492931029466 -0.00068197434142081373 0.00094867762900388379 0.001786735780170314 0.00090783373159112821 -0.0020254784077796428 0.0002791323848327622 -0.0021551283266007196 -0.00024318367733398513 0.0007513885843298179 -0.0019935651316927865 0.0012889036819920636 -0.0019722230663274535 -0.0019122563725901998 0.0013372222053679085 0.0017467857177676086 0.001365551014235243 -0.00042233874699942002
leaf_weight=2.6706777042709318 131.8430360800121 1.0288247242569912 2.1976634359452856 0.63710167875979129 0.70898283156566344 2.4124556938186288 2.5966995358467169 1.2853919460903842 1.8027510289102782 2.0505143669433874 4.9790290705859661 9.946287007071076 0.3100188635289659 2.5497784139588475 3.9066969063132992 1.2424362963065494 3.6319840820506197 0.99106953677255649 1.7567988230148328 1.9199130189372229 1.0306380675174294 0.35371235758066166 0.67597930831834663 1.3371841600164773 1.7045563815627245 0.69554799472098217 0.37915139459073544 1.3477225853130219 0.97642341256141663 6.5074003254994741
leaf_count=128 1360 57 45 75 53 26 99 31 11 34 35 66 3 34 34 8 43 59 39 149 13 2 41 15 151 190 10 9 10 70
internal_value=0.000115167 -0.000326406 -0.000213259 -0.000756206 9.65996e-05 -3.55985e-05 0.000156611 -0.000101386 -1.64451e-05 -0.000506399 -9.10704e-05 0.000209512 0.000390121 0.000296074 0.000203431 0.000277806 0.000128544 -0.000241713 -1.09974e-05 -0.000838995 -0.00160323 -0.00170296 -0.000192629 -2.23541e-05 -0.000597924 0.000373337 -0.000765848 0.000758787 -3.12591e-05 0.000161214
internal_weight=195.476 16.7723 15.7434 5.72024 10.0232 3.04956 178.704 30.4074 29.122 13.2067 9.57932 148.297 15.9154 7.52881 14.1126 13.8026 12.5602 8.65348 7.66241 4.03042 3.62734 2.27363 7.82555 7.14957 4.11644 2.41188 1.0747 3.03313 1.68541 138.35
internal_count=2900 810 753 229 524 101 2090 594 563 215 103 1496 348 69 337 334 326 292 233 190 112 151 479 438 366 215 200 72 63 1430
is_linear=0
shrinkage=0.00188464


Tree=582
num_leaves=31
num_cat=0
split_feature=6 0 6 5 15 17 5 16 17 9 10 6 0 7 5 17 13 18 15 15 5 16 13 4 16 15 6 16 9 18
split_gain=1.04488 1.77984 1.76819 1.74763 1.65722 1.48498 1.31441 1.28281 1.17396 1.32185 1.26266 3.02387 1.82424 1.44322 1.15908 1.28813 1.14283 1.13651 1.12565 1.07807 2.51481 1.85974 0.948228 1.97397 1.981 1.68554 1.41258 0.890069 1.55073 1.75998
threshold=14.835346625500001 86.530713386650021 16.375382608200002 25.763052016400003 38.469938489650012 206.02826764000002 20.206488238950005 22.624947093000003 191.06791329340004 200.12618528045002 67.004441985200017 14.980350013450002 90.337570099350003 24.122256664450003 19.221712148250003 187.98346801990002 115.63864956495001 13.5308213324 20.742056627150003 30.124327028350006 19.915533535850003 22.494947397000004 107.97116697695002 161.23541642690003 19.134955254150004 28.777417478550003 13.665319288000001 18.564956587050002 206.08249486475003 15.532509816950002
decision_type=2 2 2 2 2 2 2 2 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 16 -6 -4 8 14 19 12 -12 13 -11 -3 -16 22 -9 -8 -10 -21 -22 26 -24 25 -25 -1 28 -28 -30
right_child=1 7 6 -5 5 -7 18 17 9 10 11 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0001265379638774382 -0.0017879837346212136 0.0015168739954464529 0.001474965043399641 0.00069490287303323355 -0.0027123782211053585 -7.632831834890696e-05 -0.0022560942174517538 0.00031805812041984995 0.00068277580364316704 0.00081640771849899468 0.00070031345136406205 -0.0022833990740009514 0.0016919218079215045 -0.00066815951697530977 -0.00033414975192013011 0.0012502935709914195 0.0017733492691504292 0.0016572192095364725 7.2855898866079353e-05 -0.0019638526926816571 0.0008203596717924023 -0.0011112829845556953 -0.0025922115815088594 0.00020981094361358465 0.00074848864511321063 -0.0018882939960375433 0.00075693104425300119 0.0017198345223943658 -0.0023442993728749334 0.00019183770368120262
leaf_weight=42.097158072254388 3.6591683065053067 5.4253138341009599 2.4640888124704352 1.4678319434169678 1.6092631467618042 1.5506971832364795 0.77814454064355132 3.9556582123041135 3.249406147748231 6.847860340029003 3.6773400674574068 1.9056390672922132 5.0923916324973098 3.7423315607011318 4.3461215239949524 3.3635716214776039 1.3232042789459217 5.740497313439846 53.11517591617303 3.3579357415437681 4.5166645217686892 3.1101738028228283 1.4977801050990809 2.5182057078927738 4.3665988780558109 3.2296979199163616 11.318278761813422 2.0111606968566766 1.415419129654764 3.5404048622585833
leaf_count=1308 76 27 12 24 37 20 61 21 20 35 30 39 32 27 29 16 9 39 634 27 24 22 23 22 30 78 97 14 26 41
internal_value=0.000119832 0.000231885 3.67733e-06 -0.00107715 -5.57171e-05 -0.00141878 0.000102003 0.00047243 0.000345142 0.000163471 0.000466955 -0.000318118 0.00074644 0.000291796 0.000836141 0.000357108 3.03018e-06 0.00111089 3.92291e-05 -0.000289927 -0.000577662 3.26487e-05 -2.95068e-05 -0.000532581 -0.000227586 -0.000969096 6.72406e-05 0.000513366 0.00036427 -0.000532501
internal_weight=196.293 119.815 61.4844 5.127 76.4779 3.15996 56.3574 58.3309 48.6347 35.4997 21.2656 5.58298 15.6826 10.5902 13.135 7.70969 73.3179 9.69616 53.8933 14.2342 10.9848 7.62684 71.9947 11.6123 10.1145 5.7479 60.3824 18.2853 16.2741 4.95582
internal_count=2900 1195 807 100 1705 57 707 388 328 256 163 69 94 62 72 45 1648 60 695 93 73 46 1639 153 130 100 1486 178 164 67
is_linear=0
shrinkage=0.00192234


Tree=583
num_leaves=31
num_cat=0
split_feature=6 8 17 14 19 9 9 6 0 3 15 17 5 17 13 3 18 7 9 8 16 7 7 4 13 12 9 16 13 16
split_gain=0.245694 0.521105 1.06023 0.732793 0.516604 0.692609 0.60806 0.461797 0.508152 0.481252 0.513581 0.495436 0.454122 0.536865 0.429455 0.625766 0.436479 0.529229 0.414583 0.914339 0.854646 0.728548 1.14399 1.15539 1.00794 0.615758 0.588297 0.934507 0.572259 0.642483
threshold=10.715250360100002 3.1475436881500003 239.21206428850002 339.33625208505003 13.451085274650001 58.059373288650008 52.394053035900008 7.305170684150001 95.590817286200021 83.799239926100014 23.516184833950003 180.19381692845005 9.180927113800001 201.37020668845003 95.870416931800023 85.014423001050019 17.108018746400003 26.565321014450003 66.290220196950017 4.9461400813500012 21.084950694200003 21.118786167550002 22.087764922150004 185.29521033610004 98.238948544700023 197.53682473415003 65.407743180450012 19.154955207400004 98.542744313500023 14.524966034300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 8 -1 10 11 -10 13 -13 15 -2 18 -18 26 20 25 -21 23 -23 -24 -20 27 -16 -26 -30
right_child=14 2 3 -5 -6 -7 -8 -9 9 -11 -12 12 -14 -15 16 -17 17 -19 19 21 -22 22 24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.04893864115102952 -0.046611781340062691 -0.039898415993699338 0.030249807757429727 -0.028635242134254654 -0.050477380391580062 0.028698405514601396 -0.046867777713518723 0.024705224245335788 -0.045320644263486587 0.046850952230289317 -0.045095207239920873 0.002925019867637311 0.028839928756039954 -0.044406405262976484 0.016162609439941734 0.010315586665731669 0.035934343637555904 0.00032081243463277369 -0.045582393280697769 0.022433333270792576 0.041436498790238585 -0.0469683405342258 -0.04885020332453386 0.00053455483712865472 0.029114505109100561 -0.0093282074215607861 0.039044160726594945 -0.030651972844725178 -0.025243453949043437 0.0019817417535038131
leaf_weight=0.44810991187113547 0.84312451712321379 2.0261646746221227 1.0106558678671715 0.66326837998349208 0.36787223070859987 1.5653921763296246 0.55404685589019287 1.2422118745744226 0.42509723753028072 0.37507776916027058 0.52554843644611526 3.6706494498357642 1.0703918267972765 0.51820772944483895 3.4892570655792943 0.64642537804320455 1.533189924899488 1.6326434947550295 1.6972397795179857 3.0304740642895913 0.38774936087429512 1.8768895468674593 0.74552379769738664 2.0084916013292968 1.4487322904169548 1.8612225198885424 1.2501780595630405 1.0514740822836754 1.6669926471076895 111.78288001014153
leaf_count=74 65 202 31 37 10 24 28 12 94 2 43 204 15 129 67 38 20 30 207 44 3 26 42 21 16 80 11 23 41 1261
internal_value=0.000769413 -0.00462651 -0.0187189 0.00691745 0.000218319 0.00201245 -0.00271882 0.000237042 -0.00408463 -0.0010323 -0.00392445 -0.000117987 0.00353568 -0.0029304 0.00133924 -0.0219068 0.00159486 0.0175682 0.00121262 0.000691255 -0.0199328 0.00135531 0.000820915 -0.0224124 0.0016015 -0.02662 0.0126021 0.00532199 0.00192886 0.0015817
internal_weight=151.415 14.4627 3.70009 1.67392 10.7626 10.3947 8.82934 8.27529 7.03308 6.58497 6.20989 5.68435 5.25925 4.18886 136.952 1.48955 135.463 3.16583 132.297 126.506 3.94621 122.56 119.53 3.88538 115.644 3.55846 5.79091 4.54073 114.899 113.45
internal_count=2900 905 270 68 635 625 601 573 561 487 485 442 348 333 1995 103 1892 50 1842 1741 290 1451 1407 47 1360 287 101 90 1318 1302
is_linear=0
shrinkage=0.0435304


Tree=584
num_leaves=31
num_cat=0
split_feature=6 3 6 17 12 8 17 16 2 15 16 18 19 16 0 15 15 13 5 5 17 18 0 5 5 5 9 9 16 2
split_gain=0.991675 1.22825 1.27869 0.835738 1.87233 0.822396 1.47857 1.08985 1.15945 0.731521 1.68728 1.64144 1.60611 2.23765 1.48196 1.36716 1.1525 0.956318 1.53129 1.37266 0.778542 0.857124 1.01247 0.965154 1.28556 0.882858 0.933147 0.809557 2.30172 2.01804
threshold=10.715250360100002 76.884525614550014 11.175261108200003 166.83257850275001 101.62436419600002 3.1475436881500003 239.21206428850002 17.924958083650004 206.83709544035003 44.34858359035001 22.674946976100003 13.415872650200003 14.451165964200003 22.584947186600004 86.162394622750014 42.914654887700003 45.49682449725001 117.99105042915001 30.133297129900004 22.694406402050003 220.68978861510001 17.108018746400003 98.615332683000005 16.579584939650001 16.892865140250006 14.232256078500003 210.21807925850001 66.290220196950017 15.444963882950001 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=5 -2 -3 4 -4 -1 -7 8 -8 15 12 -12 13 -11 16 17 -14 20 19 -19 21 22 23 -5 -25 -24 -27 -26 29 -29
right_child=1 2 3 9 -6 6 7 -9 -10 10 11 -13 14 -15 -16 -17 -18 18 -20 -21 -22 -23 25 24 27 26 -28 28 -30 -31
leaf_value=-3.141046362159508e-05 -0.0015711130623712328 0.0014844170986386572 0.00083475501943039399 0.00085147848831629194 -0.001409126700162228 -0.0018385041971584058 0.001071935380777268 0.0020767954633915476 -0.0021169514697241504 0.00050783338494545579 -0.00040870247647528364 0.0018142981590064423 0.0006372979942115114 -0.0020442134445763662 0.0012454476431915185 0.00099431428037631163 -0.0022406116024097913 0.00056276247990803862 0.00099339791912031027 -0.0024910077224031524 -0.00091427779945704832 0.001306753542289579 0.00031044067853591961 -0.001274458668622196 0.00090198373695483394 -0.0021748794845197462 -0.00012126913049133365 0.0023317166610101582 0.00024310074169363777 -0.0023805281457521727
leaf_weight=15.217396190739239 1.519110389985143 2.928525546565651 2.3340920424088827 9.7943768464028818 3.6897417465224862 3.0293372957967213 0.79932855162769578 0.80337911099195469 0.97072365134954453 1.8899305798113362 2.4769090004265299 2.6362144965678453 0.96548174973577294 4.3872987587237731 2.565138541162014 8.8393719032173959 1.1998368556378407 0.80479794926941339 1.3157149492762981 1.906567165860906 2.2603573859669259 2.866947134025394 2.5305970469489685 2.1985758221708229 6.6736173485405734 1.8245584631804379 1.5937981074675915 0.41607790067791883 105.85223369847517 2.1806118399836123
leaf_count=635 62 22 41 80 198 202 17 6 45 26 36 15 9 80 14 55 40 10 15 57 37 27 32 29 74 64 41 2 837 92
internal_value=0.000136991 0.00018444 0.000199581 0.000177857 -0.000539676 -0.000267871 -0.000910111 0.000182755 -0.000676899 0.000203711 -0.000193326 0.000737428 -0.000625665 -0.00127585 0.000237118 0.000246083 -0.000957397 0.000199578 -0.000742308 -0.00158458 0.000227026 0.000246004 0.000223149 0.00026015 0.000210784 -0.000567473 -0.00121739 0.000239149 0.00019836 -0.00162547
internal_weight=198.471 177.65 176.131 173.203 6.02383 20.8202 5.60277 2.57343 1.77005 167.179 16.1208 5.11312 11.0077 6.27723 4.73046 151.058 2.16532 142.219 4.02708 2.71137 138.192 135.931 133.064 127.115 117.321 5.94895 3.41836 115.123 108.449 2.59669
internal_count=2900 1995 1933 1911 239 905 270 68 62 1672 220 51 169 106 63 1452 49 1397 82 67 1315 1278 1251 1114 1034 137 105 1005 931 94
is_linear=0
shrinkage=0.00196078


Tree=585
num_leaves=31
num_cat=0
split_feature=15 2 5 5 7 7 4 8 9 6 3 3 9 8 16 5 2 15 19 5 2 7 10 15 17 5 17 6 17 7
split_gain=0.222844 0.62003 0.293214 1.05735 0.899074 1.10449 0.801197 0.91532 1.0739 0.552743 0.472278 0.468287 0.913318 1.12422 0.906974 0.568109 0.453652 0.432662 1.65815 0.846683 0.939099 1.41311 0.843567 0.691975 0.542236 0.494667 1.16546 1.43562 1.37229 1.20732
threshold=50.243466369800011 311.26728953445007 25.763052016400003 24.779543538450003 21.725272673150005 20.778835947700006 122.51844363470001 5.9453602998000008 71.82068887245002 16.425383776450001 108.3367972827 94.92945658615001 186.67271206880002 8.3434888241000014 22.724946859200003 23.052327720550004 210.09551210720002 44.34858359035001 14.451165964200003 22.963361893800002 158.68292856370002 23.302979953550004 61.917879202350001 42.133814420300006 192.2469332606 21.850554661550003 187.45953903175004 16.180378051950004 188.94422143290004 23.124786352450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 5 6 -4 8 10 -5 -8 14 13 15 17 -13 -12 19 24 22 -21 -22 -1 25 -19 -24 -27 -28 -29 -30
right_child=1 -3 4 9 -6 -7 7 -9 -10 -11 16 12 -14 -15 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-0.024210938525260888 -0.057107326178319547 0.0083055105589480496 -0.068660960638769836 -0.0073573953092356779 0.034305916302853762 -0.051997063001907588 0.026295225383644757 0.04364711113101518 -0.047737346971651377 -0.052436189908429971 0.012599487226099678 0.013537464921693602 -0.056448179113285014 0.048559105967056412 0.026029838308617249 -0.059751824501090817 -0.029887069443833385 -0.012512805128756063 0.016425049163773239 0.029931636189602751 -0.032566186270814493 0.021553172957223969 8.0612514965428054e-05 -0.025074352038796491 -0.046672506738873548 -0.019983057896072461 0.039414377991626295 0.034507893225695176 -0.019543750944216835 0.014502315346553413
leaf_weight=2.9236974764789911 0.52269562345463672 0.75715033622691408 0.28659535571932604 1.13086734781973 2.2497393123339862 0.75435416720574711 2.0715418187901378 1.3801069753244517 0.8046001996990525 1.1925748632638713 1.3473739176406527 0.37681470549432494 0.88949079054873426 0.65276274085044861 3.0912083620205513 0.56281612475868315 0.89090925536584098 1.9488650561543175 2.8224951006704941 4.4900615289807302 1.7278432501479981 2.5476474014576524 93.398639111910597 2.1438409272232084 2.0188622302375734 2.6123624562751528 3.4895825977437189 2.6937792040407649 4.6083177058026177 4.2934736609458923
leaf_count=26 38 17 3 24 26 29 28 10 150 58 37 21 39 5 25 33 20 37 36 25 27 20 1961 30 29 35 23 14 46 28
internal_value=0.000784446 -0.0184094 0.00094887 0.000407086 0.00867908 0.00102811 0.0069268 0.0102624 0.00125366 -0.0304954 0.0103998 0.000930058 -0.0189536 0.00199034 0.00129612 -0.030361 -0.00431154 0.000715666 -0.0106405 0.0013329 0.0151771 -0.000317947 0.000288241 0.000920775 -0.029894 0.00142241 0.00850373 0.0134369 0.00561923 -0.0031228
internal_weight=150.681 1.27985 149.401 139.616 9.78522 7.53548 6.78113 6.49453 5.11443 2.32344 4.30982 137.293 2.48188 1.59239 134.811 0.939631 2.23828 131.719 6.79022 124.929 8.76555 4.27549 116.164 113.24 3.96773 111.096 17.6975 15.0852 11.5956 8.90179
internal_count=2900 55 2845 2542 303 277 248 245 235 82 85 2460 98 59 2362 54 57 2337 102 2235 72 47 2163 2137 66 2107 146 111 88 74
is_linear=0
shrinkage=0.0461948


Tree=586
num_leaves=31
num_cat=0
split_feature=5 6 10 19 7 15 15 15 10 13 10 17 7 7 7 16 18 15 8 16 19 16 10 9 12 10 5 15 6 8
split_gain=0.211795 0.566631 0.424184 0.669701 0.407342 0.400488 0.492176 0.537081 0.459881 0.850534 0.37971 0.398664 0.340014 0.325811 0.309817 0.593955 0.566407 0.41908 0.287782 0.396547 0.6564 0.321996 1.4262 1.08033 0.823068 1.42137 1.07695 1.03958 0.72629 0.979272
threshold=12.294714844000003 9.3352181158500027 82.204984254750016 12.651020723000002 24.575790737200006 20.310401204950004 20.044580420600003 17.183237161800005 87.33187390945001 81.98184222990001 72.496961945650014 239.21206428850002 25.658442496500005 29.973557588500004 27.054163064550004 17.654958715000003 17.108018746400003 21.073645951400003 2.2482454915000001 11.599972874200001 10.450843205950003 15.919962772200003 72.953999827850012 188.14427954665004 211.56805207830004 76.763544998700013 16.579584939650001 24.200063469100005 14.185331438000002 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 2 3 12 -4 6 7 8 -6 13 -5 -12 -1 -10 16 17 18 -16 -2 20 -20 24 -23 -24 26 -26 28 -28 29 -21
right_child=14 -3 4 10 5 -7 -8 -9 9 -11 11 -13 -14 -15 15 -17 -18 -19 19 21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.043218703111930448 0.019908907810836596 -0.044280030363690735 0.023970223016681846 0.015533136344548153 0.025087691816787199 -0.042484829454797347 0.041414127743307397 -0.042422616059146864 0.01926501458548608 -0.0425551919971809 -0.04248705801829495 0.029137966159062431 0.0014615139043003176 -0.041396460903911469 -0.0026282789384143219 0.013314024393521275 0.021660920108495449 -0.046852516667540284 0.010163544442352124 0.0094920178981425952 -0.043561419614929854 0.00094097502707997784 0.015880885828553595 -0.043458308286732347 0.030231133179998655 -0.016010858575014875 -0.034959079875441675 0.011186939741225619 0.029814710564099043 -0.03078678099258526
leaf_weight=1.2687974098953385 1.3356509262230236 0.58550298715999893 1.3388854953227562 1.2782798078842459 1.0630931498599245 0.37326589826261614 0.46975002391263831 0.50596466168644827 1.1787811202229934 0.76449597909231659 0.47667802067007858 0.18018120713531971 0.37020101223606605 0.17053116584429506 0.5990997219923877 0.8714189170859753 2.2621151602361342 0.90547007869463414 0.68515078932978102 4.9599199274089205 0.86668215636746027 111.03942344750976 0.68534189648926203 2.0923145816195756 4.4487694916315368 1.4940836438909171 2.3437743041140489 1.2646826797863466 1.9700075611472128 1.2771464285906402
leaf_count=104 14 57 45 20 40 41 5 57 88 127 78 3 24 121 25 14 37 40 29 95 71 1403 9 99 59 34 104 11 11 35
internal_value=0.000635485 -0.00512303 -0.00269409 -0.0138331 0.00409433 -0.00178552 0.00187281 -0.00317069 0.00308072 -0.00798721 0.00250791 -0.0228398 -0.0331268 0.0115984 0.00105048 -0.0136348 0.00130567 -0.029243 0.000963231 0.000773151 -0.0198413 0.00101628 0.000214737 -0.0288173 0.00615355 0.0186055 -0.000109402 -0.0187859 0.00810223 0.00124424
internal_weight=149.125 10.0244 9.4389 3.57414 5.86477 4.52588 4.15262 3.68287 3.1769 2.11381 1.93514 0.656859 1.639 1.34931 139.101 2.37599 136.725 1.50457 134.463 133.127 1.55183 131.575 113.817 2.77766 17.7584 5.94285 11.8155 3.60846 8.20707 6.23707
internal_count=2900 810 753 229 524 479 438 433 376 336 101 81 128 209 2090 79 2011 65 1974 1960 100 1860 1511 108 349 93 256 115 141 130
is_linear=0
shrinkage=0.0410197


Tree=587
num_leaves=31
num_cat=0
split_feature=6 13 19 9 17 6 9 7 0 3 15 7 5 6 0 5 19 5 5 19 7 16 18 15 7 7 15 16 18 15
split_gain=0.208253 0.485292 0.39269 0.409942 0.964118 0.575413 0.45626 0.463115 0.727112 0.419084 0.501096 0.393176 0.735516 0.369589 0.332794 0.902738 0.900011 0.746191 0.852585 0.640342 0.983194 0.498102 1.13306 0.496432 0.471054 0.446933 0.412805 1.15174 2.10823 0.842021
threshold=10.715250360100002 107.54907905045002 9.4507625164000029 74.362486003100017 239.21206428850002 8.1951914793500027 58.059373288650008 20.778835947700006 95.590817286200021 83.799239926100014 23.516184833950003 22.969987962250006 5.2595069053500012 11.175261108200003 98.615332683000005 14.515626273450001 12.050972309250001 16.579584939650001 16.892865140250006 12.651020723000002 25.256598800350002 12.644970430600003 17.327266398450003 23.304416445750004 25.967949918250003 25.284494767250006 28.566186095050004 18.684956306450005 13.954623666350001 27.008040895250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 -4 -9 10 11 -10 -13 -2 17 16 21 19 -19 -15 -21 22 -16 -17 -25 -18 29 28 -28 -20
right_child=13 -3 3 4 5 -7 -8 8 9 -11 -12 12 -14 14 15 23 25 18 26 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.043652983853319414 0.017765897419114426 -0.047697183931115578 0.025492330721083815 -0.043458212257753107 -0.029032393178387923 0.025113087595238455 0.021609976280795005 -0.047476532546138865 0.016456210770384332 0.044598758470782728 -0.043301818625203929 0.0046084382485735258 -0.034996349570957083 0.024370996539459573 -0.04619916560516487 -0.046331747412769297 0.008987749443453279 -0.028895224998838186 9.8350928379742662e-05 -0.029382268614634405 0.019224795244511379 0.026445409273715439 0.027185938155503096 -0.043701750086935887 0.0053540746431447834 -0.044877318535872839 0.016872058246690257 0.00083983644884164858 -0.041603751459929984 0.018313060356025104
leaf_weight=0.40163260047847593 2.2839548976626238 0.43817445344757366 0.95524629019200613 1.2291389795718708 0.52525488391984232 0.99343490088358521 1.7693828563205887 0.65675505273975421 1.7308284550672395 0.33090806007385243 0.51348889066139225 2.6753109523560856 1.1842577498755416 4.3964474452659479 0.65532064903527432 1.2433316140668469 0.39649057923816122 1.7025842261500646 12.692972037533766 1.2332216016948225 1.7799505330622194 2.1628320934250951 0.84097779705189168 0.51150954799959425 1.0381301026791332 0.84297573869116604 1.6908645149378561 90.891759108577389 2.9842339217721019 6.8354543027235186
leaf_count=174 41 11 10 145 42 25 30 83 29 2 46 182 126 37 31 66 12 30 428 19 29 29 17 38 27 37 26 928 108 92
internal_value=0.000582085 -0.00439069 -0.00292714 -0.00162526 -0.0159098 0.0063863 0.00237339 -0.00185648 -0.00554042 -0.00126029 -0.00374644 -0.000113197 -0.00754377 0.00107883 0.000789873 -0.00765563 0.00316775 0.00131286 0.000496046 0.0141883 -0.000668951 0.0136055 -0.00495389 -0.0266388 -0.0108384 -0.0276465 0.000930826 -0.000201877 -0.0204545 0.00647397
internal_weight=147.587 13.4038 12.9656 12.564 2.74783 1.51869 9.81618 8.0468 7.09155 6.43479 6.10389 5.5904 3.85957 134.183 131.899 7.69157 4.8986 124.207 116.798 7.40962 3.01317 3.65913 1.4963 2.79297 1.54964 1.23947 115.095 95.5669 4.6751 19.5284
internal_count=2900 905 894 720 212 67 508 478 468 385 383 337 308 1995 1954 257 126 1697 1612 85 48 77 48 131 65 49 1582 1062 134 520
is_linear=0
shrinkage=0.0418401


Tree=588
num_leaves=31
num_cat=0
split_feature=16 16 9 15 10 0 16 13 3 16 19 3 13 5 5 7 16 15 15 12 7 10 16 10 10 5 9 9 10 16
split_gain=0.966914 1.40542 2.21525 1.28044 1.25849 1.44937 2.07576 3.02276 4.3021 3.65741 2.59822 1.94502 1.87802 1.44096 1.40609 1.22429 1.14736 2.18246 1.81762 1.27294 1.57149 1.4677 1.43762 1.14377 1.45954 1.13554 4.28789 2.62113 1.18069 1.77325
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 71.787208999250012 94.047642319350018 19.214955067100004 112.82921081865001 89.227236891450005 19.974953289850003 13.851117550450002 84.807411725000023 113.92610173585001 19.500380888400006 19.915533535850003 24.225158517200004 17.844958270700005 26.135540888150004 26.410889167300002 207.71672397260002 26.302865891850004 66.499011856650014 11.934972090850001 62.837331883000012 64.434276012450013 21.042547594650003 197.19111486365003 192.33792147965002 62.041548276350007 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 -3 16 5 6 14 9 -9 10 -8 -7 -10 -14 -2 -13 18 -18 19 -1 21 -21 -23 25 -25 26 27 -15 -27 -30
right_child=4 2 -4 -5 -6 11 7 8 12 -11 -12 15 13 23 -16 -17 17 -19 -20 20 -22 22 -24 24 -26 28 -28 -29 29 -31
leaf_value=-0.00025483604846428368 0.0016655642672415646 0.0012545325426788195 -0.0024536898561266672 -0.002068701573497258 0.0013605337353907031 0.00022452186061890742 -0.0010460655916986147 0.0015330076498602388 -0.0014775951711329519 -0.0024988612765421748 0.0013013370018781607 -2.737685504742517e-05 0.0015184050125026068 -0.00074489044879489253 6.4934926836453572e-05 -0.0024236268835370928 -0.00090349245086606669 0.0016274836948928818 -0.001561569697637841 -0.0012499813995693687 -0.00039386316034246467 -0.00030896524923006288 0.001176449153731609 0.0012428420179334666 -8.7290787879502809e-05 0.0003446985106313548 -0.0023168162632480624 0.0014878145032232828 0.00016453250752121307 -0.0010145055516629301
leaf_weight=27.790348974813242 6.2952551543712598 0.87322311289608423 2.1305817547254264 1.1318711962085206 3.644185345619916 4.9544096291065198 4.2351213134825212 9.5159051334485394 2.6439918652176848 3.3958499990403652 3.1695832535624504 1.2120800316333773 3.0736830756068221 4.4048154130578023 3.1738521609222516 2.5325600672513247 1.8999402385670681 4.2176321861334145 2.9109260787954545 1.3688713916344628 7.3433287167572407 3.1578171964501953 12.117405473836696 7.656024754047392 5.4148482158780098 45.667708684224635 3.49463191255927 3.7362913265824318 15.840470232767986 7.1035757770296177
leaf_count=844 31 22 74 59 28 35 32 51 16 39 14 18 16 30 42 42 45 24 82 61 337 89 152 43 31 413 31 19 103 77
internal_value=0.000132142 -6.58639e-05 -0.00137569 -2.34152e-06 0.000223233 0.000193096 0.000245405 0.000175298 0.000273726 -0.000813965 -4.12601e-05 -0.000581534 0.000152728 0.000197447 0.00112907 -0.001648 3.61225e-05 0.000841436 -5.39613e-05 3.07959e-05 0.000361711 0.000695069 0.000869372 0.000153937 0.00069181 6.63277e-05 -0.000500064 0.00027979 0.000162381 -0.000200503
internal_weight=206.107 64.9419 3.0038 61.9381 141.165 137.521 128.822 119.353 108.552 10.8006 7.4047 8.69905 99.036 96.392 9.46911 3.74464 60.8063 6.11757 54.6887 51.7778 23.9874 16.6441 15.2752 93.3184 13.0709 80.2475 11.6357 8.14111 68.6118 22.944
internal_count=2900 1789 96 1693 1111 1083 988 915 830 85 46 95 779 763 73 60 1634 69 1565 1483 639 302 241 747 74 673 80 49 593 180
is_linear=0
shrinkage=0.00196078


Tree=589
num_leaves=31
num_cat=0
split_feature=3 10 9 0 7 17 2 7 17 3 3 9 18 17 18 18 17 2 9 5 12 14 6 2 5 7 16 5 5 10
split_gain=0.215787 0.743913 0.987517 0.878044 1.61338 0.585603 0.553934 0.540281 0.989833 0.478831 0.500624 1.38586 0.620657 1.83244 0.677876 0.49421 1.11861 0.486786 0.449047 0.57354 0.450633 1.51177 1.40325 1.05057 1.35473 0.929488 2.01532 1.78669 3.92144 2.10545
threshold=93.883646373400012 61.917879202350001 187.38923140910003 85.613949164150014 19.617375644250004 188.84204146815003 166.57119979220002 22.446731871300006 183.95506935190005 93.770731131900007 93.58791597905001 191.62448690950001 13.064341268650002 184.59783591905003 13.1493823129 13.278511569200001 189.37128582595003 112.15964652650003 229.57186039115001 13.592434445950001 214.84291680595001 284.7527778226501 16.515385879350003 185.26507771735001 16.892865140250006 23.195026784100005 22.554947256700004 22.000536998450006 20.950952025950006 66.697957758300021
decision_type=2 2 2 2 2 2 2 2 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 5 3 4 -3 7 -7 8 -2 10 12 -12 13 -1 -14 16 -16 -11 20 -20 23 -22 -23 25 -25 26 -17 28 29 -27
right_child=1 2 -4 -5 -6 6 -8 -9 -10 17 11 -13 14 -15 15 18 -18 -19 19 -21 21 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0068719917280236353 -0.00082264965795873638 0.039178950335694802 -0.040602754498836567 0.018828002362464322 -0.065452930130431158 0.052334945725919645 0.0065928722725760031 0.032982179708921047 -0.052539572462352253 0.0258992098067975 -0.04360180752405015 0.0089706682178835491 -0.024547317616140239 0.052448063922231315 -0.010299783693568994 -0.0036494607499534142 0.032050335605979606 -0.0027411274294619177 0.0077524293654771129 -0.061076098505222429 0.046507046495374259 0.0042678613915853106 -0.059615151252206781 0.0018769384149036408 -0.074861901223804553 0.031983213555512043 -0.060868010488016391 0.035858871289409393 -0.053539383109736792 -0.00092409997992587433
leaf_weight=3.2198689423967144 8.9036491843871755 0.58490421529859205 2.8810777236358263 2.3303965819068253 1.1124872469808904 1.054188281297683 1.9862340189283711 0.99583089025691229 1.0793938743299811 4.0313189625740042 2.3654719591140738 2.9076405625091866 2.7164182774722567 2.3383762584999204 2.7529223908204576 8.6125975587638077 3.9506431152112782 2.5017184552270919 0.57751992301200405 0.69263585563749075 2.1654925830662242 34.289041884825565 0.91840091068297525 1.2430447435763192 1.153963698307052 5.9257783293724051 1.9669409282505501 3.8239916786551467 3.3481068727560332 34.522962521768932
leaf_count=39 291 8 105 17 78 10 36 12 19 22 29 41 22 16 26 154 28 29 41 21 11 810 16 67 34 47 16 23 31 801
internal_value=0.00069018 -0.00410583 -0.0178036 -0.00149534 -0.0293978 0.00264457 0.0224528 -0.00284098 -0.00641442 0.00148662 0.000751525 -0.0146129 0.00146085 0.0180842 0.000610526 0.00125558 0.0146586 0.0149319 0.000350219 -0.0297808 0.000740859 0.00514546 0.00260145 -0.00197564 -0.0350665 -0.000612778 -0.0142875 0.00242522 -0.000493935 0.00389685
internal_weight=146.953 20.9282 6.90887 4.02779 1.69739 14.0193 3.04042 10.9789 9.98304 126.025 119.492 5.27311 114.219 5.55825 108.66 105.944 6.70357 6.53304 99.2405 1.27016 97.9703 37.3729 35.2074 60.5974 2.39701 58.2004 10.5795 47.6208 43.7968 40.4487
internal_count=2900 576 208 103 86 368 46 322 310 2324 2273 70 2203 55 2148 2126 54 51 2072 62 2010 837 826 1173 101 1072 170 902 879 848
is_linear=0
shrinkage=0.0510028


Tree=590
num_leaves=31
num_cat=0
split_feature=6 3 6 8 17 0 5 9 5 2 15 9 9 17 17 18 6 16 12 0 0 15 3 6 2 12 6 6 15 13
split_gain=1.31741 1.30838 1.13458 0.876736 1.5029 1.25219 0.765123 1.30318 1.07221 0.960756 1.68085 1.11393 1.43657 2.27806 1.93892 1.40562 1.35155 1.3232 1.59878 1.20582 2.02275 1.12186 0.914139 1.3279 0.912021 0.79048 1.13021 1.20729 0.751159 0.971065
threshold=10.715250360100002 76.884525614550014 11.175261108200003 3.1475436881500003 239.21206428850002 107.54101367610001 23.606333875400001 227.14331114760003 23.151456684850004 339.55821382900007 42.385947950200006 207.37918994975004 208.21354399485003 203.08534335880003 196.44284117250001 17.327266398450003 14.835346625500001 12.644970430600003 247.01970978410003 90.259604813550013 91.144107538500023 17.183237161800005 82.753429713350016 13.735320923550001 357.36576196840008 66.834523482800009 22.585527707250005 19.180448148100002 20.742056627150003 116.67639440335002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 24 9 10 11 17 -13 14 15 16 -14 18 -4 -15 -21 -19 23 -22 25 -8 27 28 -27 -30
right_child=1 2 6 4 5 -7 7 -9 -10 -11 -12 12 13 19 -16 -17 -18 21 -20 20 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-7.3653469649118919e-05 -0.0015153877192345452 0.0013793818455770808 -0.0020777967849066707 -0.0018435471113219736 0.0010337211940140824 -0.0020164896274208546 -0.0027026527471137405 0.0016269621042612631 0.00088401393876503273 0.0012718693352004934 -0.0014343709172158462 -0.0017254463389738436 -0.0018050558602302246 -0.0023812341946724599 0.0010777385881459856 0.0013624332587467934 0.00016541978507851393 0.001680458768316634 0.0007324635795129985 0.0019187422483839106 -0.0020908860308958064 0.00031563289134459713 -0.0017403970228427631 0.00050907985379624481 -0.0018729490927838223 -0.0012248033392574724 0.0018303917596884311 -0.0017180218817050815 0.0006392653328960423 -0.0002236640547796353
leaf_weight=16.193756195832979 1.624005177291109 3.0542348911985746 1.8298771212575951 3.1166383049276183 1.7543306751176717 0.69415627745911468 0.42707199603320134 1.5580538734793652 9.3916754778474552 3.0819834354333571 2.3234774149022988 1.9565205313265348 2.5054628709331181 1.4605600228533129 8.1470026818569732 1.4274678640067575 2.6435221708379686 2.2798195690847924 1.2654275511158628 1.1124696377664802 1.0255472632125022 93.536035081604496 2.686656913952902 2.4846797604113817 1.1277614191640157 1.8163300604210331 1.1120981723070134 1.6924088684027072 7.2034704486141008 14.558171944809144
leaf_count=635 62 22 101 202 23 45 5 10 63 32 28 23 62 16 70 10 25 19 18 9 32 729 52 28 31 82 5 57 130 274
internal_value=0.000145992 0.000201962 0.000218205 -0.000299862 -0.000958099 0.000168974 0.000197176 -8.40624e-05 0.000256786 0.000211392 0.000185592 0.000215859 -0.000142812 -1.1011e-05 0.000450978 -0.000325461 -0.000793401 0.000308145 -0.000928902 -0.000786626 -0.000467991 0.000348107 -0.000896459 -0.000250526 -0.000179486 -0.000108249 -6.62515e-05 -0.000149719 -3.71473e-05 6.19801e-05
internal_weight=195.091 173.332 171.708 21.7589 5.56513 2.44849 168.654 29.4954 139.158 129.767 126.685 124.361 25.4499 23.4934 14.7235 6.57645 5.14899 98.9112 3.0953 8.76991 7.30935 95.8159 6.19688 3.51023 27.9373 26.8096 26.3825 25.2704 23.578 21.7616
internal_count=2900 1995 1933 905 270 68 1911 594 1317 1254 1222 1194 327 304 167 97 87 867 119 137 121 748 112 60 584 553 548 543 486 404
is_linear=0
shrinkage=0.00192234


Tree=591
num_leaves=31
num_cat=0
split_feature=3 2 5 7 17 15 18 3 5 9 2 16 8 18 19 6 4 18 3 16 7 7 18 19 8 4 15 12 18 6
split_gain=0.212042 0.618425 0.690348 0.378622 0.520517 0.60863 0.514222 0.50277 1.23592 0.827184 1.25754 0.595508 0.461917 0.352998 1.06742 0.883295 0.442084 0.425846 1.39194 1.62647 0.716329 2.16499 1.11871 1.40204 0.788957 1.16459 0.722597 0.663623 0.592018 1.24223
threshold=108.42013948475001 170.32456123625002 29.040033326300005 19.874819532250005 166.83257850275001 20.742056627150003 11.257534840550003 94.92945658615001 30.133297129900004 186.67271206880002 122.26439358135001 22.764946765650006 9.5425530862500008 12.903279561150002 14.251149826300002 17.765415086100003 141.65724256140001 13.057710350500001 93.58791597905001 22.644947046300004 22.580174331950005 22.660992635700001 13.197799034350002 14.351157895250003 8.0437227585500022 225.05241822990004 23.4448654772 82.187369520450019 13.3584252364 16.405383309150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 11 9 10 -9 12 13 14 -5 16 -15 18 -18 -20 24 -22 23 -23 25 -19 -27 -24 29 -29
right_child=1 -3 -4 7 5 -7 -8 8 -10 -11 -12 -13 -14 15 -16 -17 17 20 19 -21 21 22 27 -25 -26 26 -28 28 -30 -31
leaf_value=0.021840689851070089 -0.052383429394566396 -0.05621691795975154 0.034425470815912192 -0.044606061042926637 -0.0073485019093926709 0.033644537669716833 -0.032249570266906759 0.033243836256871169 0.019138677361825136 -0.059516404963136357 -0.060841859377544036 0.026835348099293187 0.029700268974515453 0.035625086357046004 0.0025828822178537514 -0.046624228128687314 0.04281123027332058 -0.065434336571034743 -0.032012206402381817 0.019857288934485347 -0.064989203575431656 -0.054167035890411622 -0.0295797495381648 -0.0010043865299654831 0.032452246268144948 0.019878293762344759 -0.028033046080931292 -0.015622270340791708 0.00015931345078280449 0.025107960735156875
leaf_weight=0.75292282947339018 0.33766186633147188 0.62836322563816782 0.71207725850399584 1.7404153980896797 1.2620155046461148 3.2061999188736081 1.055450750805903 0.82429408887401157 1.6470431238994931 1.592294590489473 0.6241319632390514 2.1797833740711203 1.3391723202075798 0.92093690484762092 3.8492890833877027 0.9769076444208612 2.5233915317803604 0.57589460263261383 2.5418559322715737 3.7288870881311595 1.3103119164006773 2.124800833000335 1.7571243282873172 2.9796555104549043 3.434293249854818 3.761543602013262 0.9953187375795095 2.6183185081463289 87.469363998992776 6.5701552452519536
leaf_count=7 47 46 44 31 28 46 47 42 26 69 55 18 14 6 32 14 23 31 34 32 21 29 35 33 35 96 44 23 1841 51
internal_value=0.000689174 -0.0169828 0.00650229 0.000894598 0.0129057 0.0220663 -0.0097289 0.00034864 -0.0157465 -0.0346425 -0.00729803 0.000914246 0.000483646 0.000182394 -0.0121099 0.000735223 0.00111042 0.000850709 0.0114513 -0.0011681 3.00568e-05 -0.00111823 -0.000309778 -0.0231341 0.0137604 0.00172293 0.0098534 0.000874043 0.00142766 0.0135016
internal_weight=146.04 1.6781 1.04974 144.362 6.27659 4.46822 1.80837 138.085 4.68776 3.04072 1.44843 133.397 131.218 129.878 5.5897 124.289 123.312 122.391 8.79413 6.27074 113.597 104.83 103.519 5.10446 8.76705 5.33276 4.75686 98.415 96.6578 9.18847
internal_count=2900 137 91 2763 128 74 54 2635 192 166 97 2443 2425 2411 63 2348 2334 2328 89 66 2239 2033 2012 62 206 171 140 1950 1915 74
is_linear=0
shrinkage=0.0500028


Tree=592
num_leaves=31
num_cat=0
split_feature=6 6 10 16 4 7 4 7 13 19 13 18 13 18 9 0 13 4 19 0 10 9 0 7 15 7 17 16 17 0
split_gain=1.12278 1.37769 0.715892 0.822281 1.09568 0.930452 1.1692 1.17821 1.12241 1.61591 1.55616 1.34983 0.889389 0.864553 0.818156 0.836363 0.775622 0.76387 1.2745 0.659315 1.01407 1.30351 1.37303 1.96876 0.817001 0.808337 1.41343 1.11565 0.903566 0.760455
threshold=13.075305502400001 12.380289263450001 67.316303128300021 11.934972090850001 398.10712430820007 22.969987962250006 368.42487879595006 24.550696209100003 98.238948544700023 12.250988447150002 92.692659421600013 17.327266398450003 92.138837046750012 15.312071772700003 34.331904962550006 110.74296730945001 87.122174175350011 292.27430887770004 12.651020723000002 85.716110573100011 61.917879202350001 187.38923140910003 85.613949164150014 19.468732114900003 43.132842597400007 22.580174331950005 189.37128582595003 22.714946882600003 182.72552322705002 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 14 17 8 -8 10 -10 12 13 16 -11 15 -4 -7 18 -5 20 24 22 23 -22 -2 26 28 29 -21 -27
right_child=19 -3 3 5 -6 6 7 -9 9 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 25 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0011817000488841319 -5.8316204152189622e-05 -0.001577995216228534 0.0010881209852404736 -0.0020114261216779756 0.00019030755244216921 0.0010010554474012079 0.00065016651201600347 -0.0017546774491299225 0.0014224401203654675 0.00037402882215004216 -0.0016236096607729162 0.0016278124228598018 0.0015907790971292793 -0.0016481410966299565 -0.0019715380858462534 -0.0019403566496967433 -0.0020172622346850766 0.001373123552203993 0.00083181415236561747 0.00097798154077124956 0.0017359518269067496 -0.0014559154345446248 0.00083847964259870281 -0.0024001363374773106 0.00083254106951578669 -0.00019015109493826556 0.0016853470545252431 0.001472837686300505 -0.00019941640155937091 0.00024178888088762131
leaf_weight=1.9639527208637435 13.902210246043984 2.3361887959763399 0.80977536807768336 0.77122418629005851 3.4752120341872796 0.5523185867932654 1.0288534715073177 2.4390850674826652 4.2495840722694975 1.2451112484559419 2.3784508695825934 1.0446538105607031 1.2948180590756235 1.8921756860800085 2.3007903010293376 0.53981019603088498 0.6682929655071348 3.4827462198445573 2.0444223408121616 4.0779760032892209 0.57781944796442797 3.6670776166720316 2.9639150467701256 1.397114857798442 4.9614325519651166 17.163369002752006 3.6897878423333159 2.4011052772402754 5.3554823379963636 92.503983262693509
leaf_count=43 328 76 25 29 149 17 26 105 38 37 118 10 17 64 241 109 44 42 38 36 5 106 19 79 38 154 23 17 36 831
internal_value=0.000126412 -0.000180557 -7.91101e-05 -7.4481e-06 -0.000567115 0.000165252 -6.64307e-05 -0.00104122 0.000187258 0.000603973 -0.000530689 -0.000227733 0.000502717 -0.000845592 -0.00128819 -0.000123216 -0.000651494 0.000782987 5.30319e-05 0.000195819 -6.85886e-05 -0.000604696 2.73309e-05 -0.00119001 0.000175993 0.000253835 0.000696382 0.000202013 0.000309559 0.000174189
internal_weight=187.179 34.5175 32.1813 30.2173 7.12559 23.0917 16.7933 3.46794 13.3254 8.43152 4.89388 4.18194 2.51543 3.13729 3.65038 1.34959 1.22061 6.29839 2.81565 152.661 27.4696 8.60593 4.93885 1.97493 18.8636 125.192 13.1232 112.068 9.43346 109.667
internal_count=2900 1228 1152 1109 524 585 476 131 345 149 196 111 78 101 375 134 61 109 67 1672 575 209 103 84 366 1097 95 1002 72 985
is_linear=0
shrinkage=0.00188464


Tree=593
num_leaves=31
num_cat=0
split_feature=6 6 10 13 0 0 16 17 10 0 0 2 9 7 0 10 5 18 3 13 7 18 7 7 9 19 9 18 9 8
split_gain=1.01675 1.363 0.867562 2.16202 1.48428 1.12181 1.45138 1.47198 1.38584 1.6785 1.58843 1.17811 1.15599 1.15396 1.15093 1.69115 3.05704 2.3542 2.14416 2.54864 2.31436 1.06098 1.04825 1.31726 2.16351 1.6193 2.03517 1.06606 1.23508 0.993144
threshold=13.665319288000001 13.775321858200002 71.090898343450007 107.97116697695002 97.835679825150024 86.530713386650021 22.614947116400003 191.06791329340004 62.106071271500007 93.972365491700018 94.776214472700005 315.70263843430001 198.36365860590004 24.292705381350004 93.776108048200015 66.697957758300021 17.671168838450004 14.405580508350001 89.227236891450005 115.02030419500001 23.856905110850004 13.1493823129 23.789355599150003 22.726915405250001 201.78065190905002 14.451165964200003 199.82130058355003 13.24392582145 195.29234479735001 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=-1 -2 5 4 -4 11 7 21 -9 14 -11 22 -8 -14 15 18 -17 -18 -10 -20 -21 -7 23 -3 25 26 27 -25 -29 -5
right_child=1 2 3 29 -6 6 12 8 9 10 -12 -13 13 -15 -16 16 17 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00013764596237310009 0.0013143101737900505 0.00024917206909794962 0.00043242001422973462 0.00019748378611248783 -0.0013683251011100347 -3.7820402774762585e-05 0.0016934197200309668 -0.0010917955430134344 0.0014515244784349926 -0.0022792173362072236 5.2649330295833819e-05 -0.0015494844495561105 -0.00028972119967876842 0.0012322018957965481 0.0014669897529563073 0.0013125869015544116 -0.0026312724526485983 -0.0002377011852942086 -0.0012504430814342439 0.0015739941916469305 -0.00027284463011598668 0.0011462257853583743 0.0010983922015312742 -0.0018449615641075909 -0.0020500546350430762 0.00054282068962164306 0.00086941307543945056 -0.0014582191548668567 0.00048049424919302541 -0.0022026319847358415
leaf_weight=44.338960099470569 4.1058739051222792 35.003287704603281 10.276601527817546 0.88054173812270109 2.1234617815352967 4.0955998511053613 5.2678274810314161 3.5996814351528874 6.5852387547493043 1.9376287293853227 2.671693610958755 1.7609956382366352 3.6887260973453522 3.9843821153044701 3.1282048895955077 2.6081924140453321 2.6343754585832357 3.9466137904673815 3.908986832946538 4.9731969684362394 5.4870331846177578 10.047530143521724 3.6346491910517207 3.815310736652469 2.5788323663873589 7.9443452197592697 2.7451866008341304 2.4834516902919859 2.5715126292780042 2.6809641574509442
leaf_count=1334 34 532 101 14 36 28 27 28 41 54 27 47 22 26 21 11 28 38 26 20 29 63 29 48 44 62 14 30 19 67
internal_value=0.000123446 0.000200025 0.000168916 -0.000262697 0.00012405 0.000221464 0.000394686 0.000257085 7.08342e-05 0.000181314 -0.000927601 3.15469e-05 0.000986135 0.000500561 0.000334938 0.000217457 -0.000483873 -0.00119585 0.000525012 0.000100403 0.000605214 0.000803347 7.73571e-05 1.24117e-05 -0.000361929 -0.000139361 -0.000605935 -0.00106253 -0.000471976 -0.00160923
internal_weight=195.509 151.17 147.064 15.9616 12.4001 131.102 68.5649 55.624 41.4808 37.8812 4.60932 62.5376 12.9409 7.67311 33.2718 30.1436 9.18918 6.58099 20.9545 14.3692 10.4602 14.1431 60.7766 57.1419 22.1386 19.5598 11.6155 8.87028 5.05496 3.56151
internal_count=2900 1566 1532 218 137 1314 489 414 323 295 81 825 75 48 214 193 77 66 116 75 49 91 778 749 217 173 111 97 49 81
is_linear=0
shrinkage=0.00196078


Tree=594
num_leaves=31
num_cat=0
split_feature=15 2 19 18 6 13 17 9 18 5 8 9 5 15 14 9 18 10 6 9 17 17 13 16 17 9 3 10 18 5
split_gain=0.209508 0.558222 0.238907 0.569822 0.262673 0.596609 0.373333 0.436718 0.37263 0.305068 0.977476 1.05678 0.834055 0.722889 0.404043 0.45388 1.13897 0.548841 0.611561 0.489557 0.901263 0.562437 1.67317 0.979761 1.1074 1.67129 1.25304 1.09971 2.42094 0.87458
threshold=50.243466369800011 311.26728953445007 14.651182102100002 13.622618370000001 20.305474434200004 119.04223755815001 161.95900874150001 58.059373288650008 11.639306137250001 25.763052016400003 5.9453602998000008 70.238863950400017 24.779543538450003 49.670466410250008 462.66931228825007 219.79476616820003 14.682853263650001 78.962703749400006 14.135330269750002 215.80505313260002 203.35246479535002 201.37020668845003 117.41840884735002 22.654947022900004 202.72018094520004 208.47660979520001 82.979260196300018 64.434276012450013 14.322090334300002 14.828620505300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 -1 -7 12 11 -11 14 -14 15 19 -17 18 -18 21 -21 -8 23 24 26 27 -23 -26 -29 -27
right_child=1 -3 3 -5 -6 8 9 -9 -10 10 -12 -13 13 -15 -16 16 17 -19 -20 20 -22 22 -24 -25 25 29 -28 28 -30 -31
leaf_value=0.01131640271784155 -0.055746815499144002 0.0063018204503725297 -0.0011035730917459449 0.02751642264002048 0.018941609064848521 0.0059766234845930032 0.0018188483423326037 -0.048276516180079672 -0.049111183815357978 0.010774117479540225 0.042374070041037687 -0.04705496666715199 -0.050412486975393682 0.013752615492152313 0.022332656244761891 -0.05313204225068853 0.021720577863558771 -0.031010736829330435 -0.025081895317264517 0.034731220182669754 -0.011299020963051985 0.010190356014927021 -0.047332487931635525 0.046841916776031396 0.041102642298024752 0.012552750619534141 -0.064953754095840172 -0.096016042985031122 0.0077663364862536203 -0.03843861180006225
leaf_weight=0.40239032110548467 0.48605537845287361 0.76617238018661737 3.8160531758330754 2.2790397885255516 1.5557144256308664 0.36603368143550941 97.802147763679386 0.67591648477537092 0.80741275195032358 3.4096394268563008 1.4985122457146642 0.80028269946342323 1.1982039097347286 0.51488360436633218 1.7443267995840859 1.1244219411164511 2.0575785536784688 0.952637828857405 0.79348472843412299 2.2857440426450917 1.4110837671905754 0.72839282901260105 1.8712384039536107 0.7951311320066442 1.7859353572130192 0.90606859751278479 1.2133680975530294 0.48686198890209098 8.6870405292720516 2.8918846724554896
leaf_count=47 38 17 41 18 17 16 1488 133 47 50 16 102 64 9 67 13 38 78 26 39 40 32 24 9 9 30 23 6 299 64
internal_value=0.000662674 -0.0177825 0.00082212 0.00959784 0.00043666 0.000226849 0.000504211 -0.0260383 -0.0319276 0.000716282 0.0109621 -0.000218869 0.000263767 -0.0311271 0.000685411 0.000385236 -0.0130872 -0.00124939 0.00869489 0.000934557 0.0171614 0.000422575 -0.00662891 -0.00227524 -0.0046139 -0.000383513 -0.0367657 0.00858832 0.00225857 -0.0262737
internal_weight=146.114 1.25223 144.861 6.09509 138.766 137.211 136.037 1.07831 1.17345 134.959 5.70843 4.20992 129.25 1.71309 127.537 125.793 4.92812 3.8037 2.85106 120.865 3.69683 117.168 19.3659 17.4947 16.6996 14.7578 1.94176 10.9598 9.1739 3.79795
internal_count=2900 55 2845 59 2786 2769 2706 180 63 2526 168 152 2358 73 2285 2218 155 142 64 2063 79 1984 496 472 463 408 55 314 305 94
is_linear=0
shrinkage=0.045289


Tree=595
num_leaves=31
num_cat=0
split_feature=6 6 3 5 10 0 16 0 2 16 18 9 17 18 6 15 17 3 10 13 16 16 5 17 8 3 5 2 5 8
split_gain=1.17116 1.3833 0.876507 0.902745 1.54706 1.53154 2.09681 1.34471 1.54978 1.50554 1.34407 1.48155 1.36063 1.35456 1.30518 1.52702 1.36157 1.59472 1.1688 1.62844 2.47846 1.58568 2.14943 1.71959 1.13523 1.06666 1.04521 1.02565 0.992212 1.06213
threshold=13.665319288000001 13.775321858200002 81.70761950055001 16.579584939650001 71.090898343450007 96.055920542800024 15.474963812800002 87.181320254150009 317.41815758785003 22.634947069650003 13.544020937350002 192.79514127745003 188.84204146815003 13.373311100250001 14.835346625500001 35.885292828950007 199.88268747760003 86.011840967450013 62.837331883000012 115.02030419500001 20.719951547750004 20.394952307700002 18.228105795950004 197.94573456765002 7.943800736700001 92.751805500450018 20.361635946650004 109.21625436180001 21.042547594650003 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 -4 7 24 -7 8 25 10 13 -12 -13 27 15 16 17 -14 -16 20 21 22 -20 -24 -6 -5 -27 -9 -28 -30
right_child=1 2 3 4 5 6 -8 9 -10 -11 11 12 14 -15 18 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=-0.00014375021034510421 0.0012897011067419975 -0.0011269341343655604 0.0010270631051300925 -0.0009718477825531608 0.00012102832021660556 -0.0013637168871580463 0.0010164037677636668 0.0011445524604309257 -0.0015825923352823161 0.0013543613278414813 -0.0010534690991575695 0.0015416206793959742 -0.0021753588142025839 0.0018026259485283537 -0.00040944809379070673 -0.0019632920407367405 0.0011332274043819714 0.00060990345930848238 0.0011746629389868485 0.0016751674779120495 -0.0012683746720636802 0.0015567805829390833 -0.0019411559917927362 0.00031605663337953659 -0.0020855997972182342 0.0012428536449046244 -0.00068225368184107326 -0.00033659762025329214 0.00032983347904519264 -0.00020533981631956887
leaf_weight=43.34105079935398 4.083284765481948 1.8068043808452774 4.4764123018831006 3.1463073934428385 1.1645046640187482 2.1666544750332832 3.3433498069643974 3.3559174425899965 1.9923811964108598 5.7779889553785315 3.1961341192945829 2.8224705359898499 1.5207026880234473 3.9743187162093818 5.3697518631815937 1.9428257073741404 2.1661073053255677 1.4045149981975553 4.2934774085879379 3.8946634829044333 2.8804565742611876 4.6018127463757983 2.0996722634881735 2.7939469888806343 2.8666054230416194 2.9756532460451117 5.287792599759995 3.2871386101469398 43.557505778851919 18.881690679118037
leaf_count=1334 34 32 30 26 19 20 33 20 48 37 30 15 36 18 30 40 13 7 27 18 27 32 19 26 85 15 38 23 557 211
internal_value=0.000129359 0.00020768 0.000177634 0.000193863 0.000167367 -0.00056536 8.04881e-05 0.000220643 5.76122e-05 0.000443901 0.000337848 0.000175953 0.000285742 0.00093232 0.000178223 -0.000541799 6.35732e-07 -0.000838042 0.000373518 0.000577969 0.000321617 0.000653761 0.000201439 -0.00065243 -0.00144815 0.000101864 0.000149644 0.000411645 0.000101613 0.000167996
internal_weight=194.472 151.131 147.048 145.241 140.764 9.54111 5.51 131.223 75.8413 55.3819 49.6039 38.9865 35.7904 10.6174 32.9679 7.03415 5.09132 2.92522 25.9338 20.564 16.6694 13.7889 9.1871 4.89362 4.03111 73.8489 70.7026 6.64306 67.727 62.4392
internal_count=2900 1566 1532 1500 1470 157 53 1313 895 418 381 320 290 61 275 96 56 43 179 149 131 104 72 45 104 847 821 43 806 768
is_linear=0
shrinkage=0.00188464


Tree=596
num_leaves=31
num_cat=0
split_feature=6 6 0 5 0 15 3 16 19 5 7 0 2 3 9 7 18 15 10 0 16 5 3 18 16 6 17 7 6 13
split_gain=1.45992 1.81912 1.31212 1.26818 1.46904 2.0177 2.35802 1.94331 1.78339 2.07579 2.19532 1.74503 1.54261 1.5582 1.28422 2.40242 1.25067 1.39289 1.25046 4.21516 1.69192 2.08719 1.57585 1.57784 2.95044 1.6183 1.05771 1.49529 1.21621 4.18432
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.222050829800004 93.972365491700018 29.049007317550004 82.753429713350016 15.444963882950001 12.651020723000002 18.092020786850004 24.861556163250004 87.181320254150009 317.41815758785003 92.751805500450018 188.53841931785004 22.940014114900002 14.873215527100003 35.34809845485001 66.697957758300021 92.031298721500022 19.214955067100004 17.886193876600004 89.227236891450005 13.713893333650001 22.604947139800004 16.425383776450001 200.83528241485001 23.724432465350002 16.375382608200002 117.38883580790001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 7 -7 -6 -9 10 -10 12 13 -5 -13 -16 -8 -18 22 -20 -21 -22 -17 -24 25 -25 27 28 29 -15
right_child=1 2 -4 4 5 6 16 8 9 -11 -12 14 -14 26 15 18 17 -19 19 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015208466455884773 0.001368294219303624 0.0016824763259393185 -0.0012220194138023103 -0.0012272329829363297 -0.0011940965358665147 0.0010623995990197439 -0.0024089656942971847 0.0017885519868279301 -0.0019315597743082885 0.0016016687703552051 0.0005987678927397009 0.0015727777717782095 -0.0015553346893544774 0.0004280896916506997 -0.00099390428257004775 0.0015839785686515432 2.8028755112580201e-05 -0.0025002423581099932 -0.0019500946506586267 0.0013484541284783619 0.0010384453964004058 -0.0011200584777697918 0.0013415271555743892 -0.0017190002576107173 0.0010844588403218216 0.0001719648971371251 -0.0011647504533914825 0.0011309539242807937 0.00022348677549103432 -0.002834189532892517
leaf_weight=53.022921043419046 4.9087237790226927 2.1084508225321761 2.4293763544410458 3.029723093379288 2.9408138357102898 1.6352754663676003 3.1053080754354596 3.1322662830352765 2.4529791530221701 2.2272255197167397 2.6209001392126083 4.0712002962827674 2.0791814153199075 4.3967077677370972 3.9167067147791377 7.427781410515311 2.5839681327342992 1.1697894113603977 2.8877831241115919 6.1420730790123326 3.2760957032442093 3.3464524168521166 6.231434807181361 3.1916481144726259 6.5704226642847061 3.51358412951231 2.0982350395061067 6.0850054472684851 57.267782366427127 2.170014894916676
leaf_count=1334 34 11 36 26 23 10 72 13 35 11 22 30 48 79 26 42 37 36 37 35 14 31 27 22 40 21 22 37 654 35
internal_value=0.000124149 0.000216256 0.000179561 0.00020201 0.00018114 -0.000279236 -0.00101192 0.000186114 0.000575148 5.45825e-05 -0.000624525 0.000259978 7.80079e-05 0.000123259 0.00053748 0.000446845 -0.00150646 -0.00075986 0.000579349 0.000147241 0.000621728 -5.22723e-05 0.000830455 0.000543534 0.000168965 -0.000728123 0.000180073 0.000220431 0.000133635 -0.000649951
internal_weight=212.04 159.017 154.108 151.679 149.57 21.8685 8.49434 13.3742 10.4334 7.3011 5.07388 127.702 77.1267 75.0475 50.5752 46.504 6.85907 3.75376 42.5873 15.6524 12.7646 6.62255 26.9349 19.5071 13.2757 6.70523 72.0177 69.9195 63.8345 6.56672
internal_count=2900 1566 1532 1496 1485 259 155 104 81 68 57 1226 901 853 325 295 145 73 269 117 80 45 152 110 83 43 827 805 768 114
is_linear=0
shrinkage=0.00192234


Tree=597
num_leaves=31
num_cat=0
split_feature=6 15 0 6 5 17 15 13 0 16 6 6 8 6 2 6 17 0 8 9 2 5 18 7 8 18 17 14 2 4
split_gain=0.241554 1.2955 1.11435 1.18876 1.17987 1.07213 1.03967 0.802404 0.67703 0.956116 0.907079 1.23678 0.89963 0.833432 1.10445 1.84368 1.27679 2.10184 1.14356 1.07081 0.743447 2.04675 1.0342 1.98325 1.05056 0.892603 1.00564 1.30599 0.858827 1.98312
threshold=14.835346625500001 38.469938489650012 93.262612545250008 15.185354803400001 18.152162791050003 206.02826764000002 34.098324821200009 115.63864956495001 86.530713386650021 22.624947093000003 16.375382608200002 16.285380505300001 8.4434108459500017 16.435384010100005 107.21413536925002 15.785368822600002 197.22366780595004 89.057864029250013 8.543332867800002 201.78065190905002 100.60547560250002 21.495293572000005 13.24392582145 22.832271203950004 8.6432548896500023 11.639306137250001 189.37128582595003 190.45972832120003 125.31286365695001 225.05241822990004
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -3 -2 -1 10 13 11 -5 -11 14 18 -16 -17 -18 -10 -15 -12 -22 23 25 -24 -23 27 -27 -29 -30
right_child=2 5 4 8 -6 -7 -8 -9 9 12 20 -13 -14 19 15 16 17 -19 -20 -21 21 22 24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0010236387797349844 -0.046424363745513564 -0.064589239001079116 0.038063248375625081 -0.0019576739307008637 0.00038142089289207938 -0.0024988173609644896 0.0024218958850002526 0.042383032499365376 0.041511003558806353 0.03949382017662624 0.0092264481162264642 -0.058266549813650058 0.0058928637481814074 -0.026778016007414644 -0.022758998117657272 0.035008352271476771 -0.030572628141955414 0.024781747776153266 0.00043278376799546167 0.0084030157452490671 -0.046908515082355551 -0.05213494315740428 0.015355382242935383 -0.050232029212804813 -0.020785457949353086 -0.049618735542250832 -0.036015668993630998 0.03074272468726072 -0.064481046012788021 0.011451135272277667
leaf_weight=48.907602956911433 2.1753939884365532 1.300162690225988 3.7913664542138568 2.157710505998693 3.5932545608375221 1.175790764391422 1.7422173414379356 0.9641518909484138 3.6303192785708296 3.4495636448264113 13.496615368552737 1.4466439542593432 3.6314317807555199 4.1036823661997905 4.9158410225063554 3.5813183002173883 2.7930398359894753 3.3490345887839794 2.5695689152926207 3.6109646921977401 2.289211796596649 0.73840392197598959 10.642304348468313 2.203659657854586 2.1457502084085709 0.85619920655153592 1.4203142812475551 3.2776690099854005 0.88302672054851417 5.6476906603202224
leaf_count=1639 36 37 33 52 41 20 13 9 27 27 150 32 28 36 34 21 19 33 21 35 23 96 108 44 40 32 32 32 39 111
internal_value=0.00072982 -0.00183608 0.00215659 0.000660964 0.0197278 -0.0351035 -0.0247017 -0.000184474 0.0018604 0.0067631 -0.0018406 -0.0245578 0.0222618 0.0029196 0.00781756 0.000758291 0.0126479 -0.000390037 0.024486 -0.010311 3.7361e-05 -0.00408238 -0.000557732 -0.00893924 0.00929119 -0.00184315 0.00122975 0.00619011 0.0110618 0.00118425
internal_weight=146.49 52.3477 94.1422 86.7576 7.38462 2.47595 3.91761 49.8718 82.84 35.6348 47.2052 3.60435 7.081 28.5538 20.8391 14.6392 9.72339 6.14207 6.19989 7.71465 43.6008 30.1042 27.815 15.027 12.7881 12.8233 12.0849 10.6646 9.80839 6.53072
internal_count=2900 1705 1195 1121 74 57 49 1648 1072 281 791 84 55 226 155 107 73 52 48 71 707 557 534 386 148 342 246 214 182 150
is_linear=0
shrinkage=0.0471187


Tree=598
num_leaves=31
num_cat=0
split_feature=13 12 5 13 16 19 13 6 6 7 18 19 2 12 10 2 18 17 2 17 5 7 0 8 15 9 8 14 12 16
split_gain=0.227222 0.685649 1.29274 0.666523 0.520815 0.692925 0.546855 0.521007 0.862727 0.452038 0.636944 0.450658 1.27362 0.927318 0.733831 0.823919 0.712057 0.703221 0.562043 0.410508 0.459641 0.403518 0.943982 0.406572 0.40207 0.493983 0.61798 0.718843 0.546389 0.373057
threshold=95.99139754765001 216.11788648010003 2.7861270712500006 96.429616222950017 13.534968349350001 11.850956171350001 99.19872809730002 13.665319288000001 13.775321858200002 20.696106785750004 15.008481731450003 13.051052998800001 187.03662689815005 248.93007845160002 70.085415002650009 76.773444779000016 15.830953678100002 213.85098605320005 172.77856529855003 168.97717400795003 13.264960807550002 20.778835947700006 95.590817286200021 7.5441126493500006 10.643873581000001 38.136666659400014 5.2459061469000003 312.95789969880008 236.87735968945 17.924958083650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 6 -6 11 -9 -3 -11 13 18 14 -7 -16 -15 -14 21 20 -5 -13 -23 -24 -12 28 -27 -28 -26 -19
right_child=3 9 -4 4 5 7 -8 8 -10 10 24 12 17 16 15 -17 -18 29 -20 -21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=0.021321811894013214 0.03309151222338088 0.034995294858278805 -0.047954851552692863 0.027877975533909301 0.044177463810689994 0.023552816493246531 0.0068100766658545338 0.026966422190980378 0.0010263863405342237 -0.049313210859223681 -0.029603534023631792 0.0357220593317134 -0.052592135123266659 -0.033383111391512843 0.006537399592155573 -0.045018906818387251 0.032418260138038085 -0.028881265850224807 0.043239438816139383 -0.038323061695534885 -0.026206550308362286 -0.05306039668796015 0.035438342547807061 -0.0088857283530494793 0.028510033496912394 0.028243020228424759 0.031776123693608729 -0.04787897039972068 -0.039940353818495422 0.017104151588148885
leaf_weight=0.83921724437095546 1.3789362292736758 0.76508330900105637 1.8243955906655172 0.61070321127772265 1.3760915212333196 0.52620297111570646 2.1283734444295987 2.8047240786254397 111.68792261491035 0.56663025807938527 0.73359232704387967 0.72258865833282504 1.13359671831131 0.50322938826866437 0.83238846313906822 3.221331885230029 1.1596443913877008 0.70894032251089789 1.1547383624128995 1.2773965855594722 0.74362016911618412 0.61347719118930433 0.89029320143163182 0.8762813825160265 0.35989421239355557 2.4840332648018379 0.41322439769282926 0.58266353176441044 0.80651702376781031 0.80272554978728294
leaf_count=77 22 17 297 5 17 11 43 33 1453 37 128 6 38 45 22 165 21 25 11 59 55 28 11 31 16 48 7 63 94 15
internal_value=0.000656814 -0.00629764 -0.026128 0.00113923 0.000809866 0.00121818 0.0214831 0.000661785 0.00166184 0.00157234 -0.00272785 -0.00804837 8.57558e-05 -0.0170423 -0.0277703 -0.0344324 0.012505 -0.0250877 0.0157269 -0.0195371 -0.00181829 0.0054873 -0.00369203 0.0134521 0.00217866 0.00719664 0.015917 -0.0148276 -0.0188201 -0.00446207
internal_weight=144.528 9.37525 2.66361 135.153 133.774 131.143 3.50446 127.638 114.493 6.71164 5.94656 13.1454 6.90264 6.2428 4.57992 4.05372 1.66287 2.64526 4.25738 2.63172 1.35432 3.10264 2.38005 1.76657 5.37992 4.64633 3.47992 0.995888 1.16641 1.51167
internal_count=2900 784 374 2116 2094 1975 60 1915 1486 410 393 429 165 264 198 187 66 78 87 119 60 76 70 42 356 228 118 70 110 40
is_linear=0
shrinkage=0.0461948


Tree=599
num_leaves=31
num_cat=0
split_feature=7 7 13 13 17 16 2 0 2 5 15 16 16 16 9 8 2 10 2 9 15 15 13 13 16 6 17 2 0 18
split_gain=0.232543 0.462299 0.40504 0.653218 0.49779 0.394638 0.549586 0.496012 0.492447 0.483327 0.511406 0.540876 0.664008 1.01402 1.79133 1.32721 0.946892 0.831035 1.10895 0.707854 0.610311 1.24016 0.821007 1.50962 0.785973 0.742228 0.969357 0.725512 0.6968 0.615268
threshold=26.752366550650006 26.452067539250002 81.98184222990001 92.284013785800013 242.64190980425005 11.934972090850001 309.73785348360008 105.70748523110002 242.05632222635003 11.976288766350002 17.183237161800005 14.524966034300002 15.919962772200003 17.844958270700005 191.87997069285004 4.9461400813500012 187.77144079505004 76.763544998700013 101.83220382945002 53.944017839150007 28.452330424200003 27.008040895250005 109.34496908160001 107.89051323300002 19.214955067100004 14.875347560100002 171.14418113535001 156.02689307135003 96.588235252600015 14.339258036900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 6 -1 9 -9 -7 -11 -12 16 14 15 19 17 18 -13 -14 21 25 23 -22 -23 28 27 -27 -15 -25
right_child=2 -3 3 4 -6 7 -8 8 -10 10 11 12 13 20 -16 -17 -18 -19 -20 -21 22 24 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.028822335877334085 0.013658716022663686 0.019724628910130208 -0.046524528449909612 -0.013170784856521175 0.023676479123807815 -0.01947226178773713 0.010657207067804002 -0.0020772226765513801 0.043668409189581071 0.021317109783871451 -0.017669083231659673 0.0078580877441366149 0.014984420038624092 -0.055210811995251095 -0.051106821280648057 0.036319591644624664 0.0322345163489271 0.027946976207542037 -0.037077371791037546 -0.047789153778165561 0.015863870467958938 0.03719704646810864 0.00070671096717703891 0.012315237929013586 0.0046765590755427147 -0.071018812651069491 0.025544364982670303 -0.0019393492428897 1.1552265531532092e-05 -0.051381805978124744
leaf_weight=2.0820435828209152 1.4927987333430781 2.6520093953731694 0.97834779652475834 3.7980042387498543 0.93766647530719627 2.3981025664834297 1.1081736868363803 0.85917461826465924 1.1014206632971761 2.5035062278184332 3.2224951986863735 3.4551896084449236 0.58185633365064804 0.95242912508547106 2.1461958040017635 1.3506986564025281 3.2743665054440498 1.9496098747476933 1.6713702354172708 1.0045697701716561 1.4759712363593274 3.8605694146244787 88.302274438319728 0.36476452345959876 2.5189224956557155 0.42680134199326891 2.286501879687421 1.1577389534213578 0.92271102499216795 2.1116833793348633
leaf_count=218 214 66 182 145 20 183 26 32 15 57 101 34 12 16 92 11 43 34 42 116 27 47 915 9 29 39 26 30 25 94
internal_value=0.00058043 0.00100132 -0.00734714 -0.012835 -0.005875 0.000628233 -0.0151085 0.00101471 0.0236217 0.000668272 0.001053 0.000640676 0.00113313 9.63852e-05 -0.0196559 0.00332572 0.0120974 0.00277931 -0.00679185 -0.0247656 0.00105832 0.0106105 -0.000197184 -0.0203914 0.0243564 -0.00465051 0.00667806 -0.0205461 -0.0280372 -0.0419996
internal_weight=142.948 135.741 7.20682 5.71402 4.73567 133.089 3.19022 129.899 1.9606 127.938 125.54 123.037 119.814 109.464 5.08332 2.93712 10.3505 7.07617 5.12656 1.58643 104.38 12.1257 92.2547 3.95242 6.37949 5.74618 3.87104 1.58454 1.87514 2.47645
internal_count=2900 2339 561 347 165 2273 244 2029 47 1982 1799 1742 1641 1488 231 139 153 110 76 128 1257 212 1045 130 76 136 95 69 41 103
is_linear=0
shrinkage=0.045289


Tree=600
num_leaves=31
num_cat=0
split_feature=7 16 9 10 13 13 7 19 18 9 16 19 5 0 14 5 12 15 16 16 16 9 8 4 5 15 9 4 5 17
split_gain=0.192955 0.382806 0.697247 0.430169 0.490429 0.616666 0.381135 0.357962 0.333841 0.455351 0.328026 0.481782 0.856153 0.425771 0.505306 0.397759 0.457747 0.423872 0.441562 0.555547 0.889823 1.61912 1.14579 0.854003 0.929335 1.07152 0.644836 0.563986 1.70998 1.24866
threshold=26.752366550650006 17.654958715000003 219.38617924735004 80.371455809750003 95.99139754765001 81.98184222990001 26.452067539250002 9.8507947922000021 16.118666550000004 210.39795333110001 11.934972090850001 10.650859343850001 13.592434445950001 105.70748523110002 332.20346052870008 11.976288766350002 167.86002060340005 17.183237161800005 14.524966034300002 15.919962772200003 17.844958270700005 191.87997069285004 4.9461400813500012 266.97556800805006 16.579584939650001 24.200063469100005 53.944017839150007 309.48890441440005 21.377246852200006 212.33270692945004
decision_type=2 2 2 2 2 2 2 2 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 7 10 -5 -7 -10 11 12 -1 15 -15 16 -12 -17 -19 23 21 22 26 24 -20 -26 -21 -22 29 -29
right_child=1 -3 -4 4 -6 8 -8 -9 9 -11 13 -13 -14 14 -16 17 -18 18 19 20 27 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.05240403871010256 -0.039653907512771244 0.017328302685071205 -0.053253129986652326 -0.021169322797151523 0.031181021152418546 0.03390791811176859 0.019914290957731923 0.031852317914367385 -0.051676886535455248 0.018595618336508486 -0.0045538923551355576 -0.041514222863803324 0.020177966063952467 -0.0080670511936892716 0.04527333742944141 0.021620403134277533 -0.051734985673019908 -0.017696595099678761 0.014057962534096913 0.015033142305824101 0.0026397243114213995 -0.055925246715624377 0.038097619135201551 0.031534392634369038 -0.059206883081857328 0.014985623470512561 -0.052507670915313526 -0.058230180110533131 0.00083797239101381397 0.0090372346381491914
leaf_weight=0.56930100651516058 0.77456730615813185 1.2750916113145647 0.90490248426794995 0.46966867347509855 1.0125524702016262 0.18222154956310976 2.6123321273335014 0.9882001279911492 1.1734997335734076 0.28691786935087282 1.6055087375862052 1.1275525130040476 1.4194477588462175 0.72332616930361737 1.1500765939708797 2.4554169320399515 0.75633987021865312 3.1984757996106046 4.43281003506854 0.57659466564655237 87.568205626914278 1.9584653129568321 1.2831133678555486 3.684409071225673 1.1255071341583969 0.85753623023629177 0.91316879859368782 2.4256666060537131 12.818053237017009 0.96421844861470152
leaf_count=89 32 26 90 138 16 4 66 58 171 26 81 109 46 29 18 57 102 101 54 12 982 92 11 48 45 6 116 54 203 18
internal_value=0.000577678 -0.00747503 -0.0129349 -0.00547033 0.000967083 -0.00890007 0.00100169 0.0147708 -0.0299084 -0.0378709 0.000626304 -0.0154034 -0.000599424 0.00101506 0.0246785 0.000664954 -0.0196628 0.00105132 0.000636685 0.00113108 8.69943e-05 -0.0211197 0.00346327 0.0123477 0.0013294 -0.0271235 -0.0263668 0.00105384 -0.00751434 -0.0390966
internal_weight=141.293 7.06762 5.79253 4.88763 4.11306 3.10051 134.226 1.45787 1.64264 1.46042 131.613 3.1163 1.98875 128.497 1.8734 126.623 2.36185 124.262 121.806 118.608 108.507 4.73134 2.77288 10.1003 6.41585 1.98304 1.48976 103.776 16.2079 3.38989
internal_count=2900 561 535 445 413 397 2339 196 201 197 2273 244 135 2029 47 1982 183 1799 1742 1641 1488 231 139 153 105 51 128 1257 275 72
is_linear=0
shrinkage=0.0500028


Tree=601
num_leaves=31
num_cat=0
split_feature=3 10 9 0 7 17 7 18 8 13 3 0 3 19 9 18 17 18 18 3 14 8 9 12 5 9 18 18 7 4
split_gain=0.199704 0.652693 0.876518 0.759886 1.35238 0.568498 0.480964 1.1006 0.444075 0.713275 0.442511 0.433738 0.433133 1.2047 0.622316 0.483625 1.60589 0.451369 0.439589 1.04293 0.400516 0.398905 0.398703 0.836717 0.620851 0.618552 0.905331 0.574019 0.67713 0.36759
threshold=93.883646373400012 61.917879202350001 187.38923140910003 85.613949164150014 19.617375644250004 188.84204146815003 22.446731871300006 12.868666868750003 8.543332867800002 117.60122400020002 93.770731131900007 85.199926612050021 93.58791597905001 14.451165964200003 191.07475275385002 13.064341268650002 184.59783591905003 13.1493823129 13.278511569200001 93.249170254600017 185.55247316590001 9.1428649988500013 186.14781787895004 312.84386831240005 29.550218091600005 178.29644791375003 12.386025881750003 11.639306137250001 17.605734992150001 141.65724256140001
decision_type=2 2 2 2 2 2 2 2 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 4 -3 6 7 22 -4 -10 12 -7 15 14 -14 16 -1 -17 19 -19 -12 29 23 25 -24 26 27 28 -2 -20
right_child=1 2 8 -5 -6 11 -8 -9 9 -11 20 -13 13 -15 -16 17 -18 18 21 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0058747139278406794 0.022504744730408709 0.034606511831712143 -0.053544053466369611 0.015375013357642735 -0.058181641223704353 0.0013033170277235062 0.028271471105946532 -0.061942395050113619 -0.049951730399218387 0.012506813766915171 0.02524058609617532 0.036932196180316651 -0.061440445366220529 0.007619947193811304 -0.014463401905541086 -0.018092446795912386 0.045950319940959487 0.028483539031009527 0.030130797884119289 -0.0085094367177022852 0.0023011181630882738 -0.021531556343268983 -0.037404820884998163 -0.050528712788794353 0.0053750803845487444 0.048120312597305336 -0.056084930923142075 0.020611444339277109 -0.050399210046407121 0.0002780046105629299
leaf_weight=3.0887840108480296 0.4699507238692584 0.48747180029749804 1.3263225234695712 2.2660324994940311 0.95017678293515928 1.3277049457828973 0.92512119398452419 0.6687725522497211 0.72366767993662484 0.77842521423008293 2.8917428329586974 1.4843167830258606 1.0883504808880382 2.8061417597346008 1.2344240901875307 2.6253886315971604 2.0339325340464711 3.6063299372326574 0.85386576130986114 2.7590775443241 3.3927197735756636 1.7085070433095086 1.3753950316458943 0.50771799273206841 1.4082569805905221 0.76114588975906361 0.46201194112654764 3.0894381514226552 0.58858484946540557 92.047782636444026
leaf_count=39 36 8 45 17 78 34 12 31 48 12 17 12 15 30 25 22 16 29 6 25 34 29 23 23 17 5 33 70 72 2037
internal_value=0.000465827 -0.00377289 -0.0154625 -0.00096468 -0.0267194 0.00207001 -0.00287603 -0.00596406 -0.0344467 -0.017584 0.00115738 0.0201099 0.000511607 -0.0123496 -0.0364748 0.00111832 0.014702 0.000446653 0.000928674 0.012449 0.0128565 0.000153583 -0.00164235 0.00504351 -0.0157624 0.0102966 0.00405159 0.0107498 -0.0180325 0.000552384
internal_weight=139.738 19.6005 6.5321 3.70368 1.43765 13.0684 10.2564 9.33127 2.82842 1.50209 120.137 2.81202 113.853 5.12892 2.32277 108.724 5.12272 103.601 100.976 6.36541 6.28446 94.6102 8.6625 5.87885 2.78365 5.37113 4.60999 4.14797 1.05854 92.9016
internal_count=2900 576 208 103 86 368 322 310 105 60 2324 46 2273 70 40 2203 55 2148 2126 54 51 2072 279 239 40 216 211 178 108 2043
is_linear=0
shrinkage=0.045289


Tree=602
num_leaves=31
num_cat=0
split_feature=6 0 6 5 15 0 6 5 15 17 19 5 5 4 14 6 0 13 13 16 14 9 18 0 5 10 17 0 14 17
split_gain=0.724746 1.52083 1.86271 1.39795 1.37566 1.26348 1.34863 2.42795 1.16842 1.16683 1.16174 1.1617 1.2606 1.12412 1.03848 2.08545 1.41016 1.24851 1.07141 1.00845 1.45029 1.96221 1.15601 1.97576 1.01402 0.975358 2.09761 1.91182 1.84654 1.10794
threshold=14.835346625500001 93.262612545250008 15.185354803400001 18.228105795950004 38.469938489650012 86.530713386650021 16.455384477450004 22.443872254700004 34.098324821200009 206.02826764000002 14.351157895250003 20.361635946650004 21.005083245250002 390.96858665540009 169.50964292540002 14.515339148550002 96.811377277450006 104.51649827935002 109.51703040195001 22.624947093000003 202.10410646750003 197.89372115420002 13.788608055100001 90.337570099350003 19.812684199800003 62.041548276350007 197.32790877840003 85.775256651950016 234.42213303535002 193.11174173740002
decision_type=2 2 2 2 2 2 2 2 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 -3 14 11 19 10 -2 -6 -8 -4 -13 25 15 16 -1 -18 -16 20 24 -22 -23 -24 -7 29 27 -27 -29 -14
right_child=1 3 5 -5 9 6 7 -9 -10 -11 -12 12 13 -15 18 -17 17 -19 -20 -21 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0010705150060296062 -0.0019875505777547631 0.0016482955649150515 0.0012472022389770959 0.00011188147275036484 -0.0026127669592829498 0.0005761180347096268 -0.001886863096198827 0.001250088383979729 5.4809301806117177e-05 -0.00011507453607494395 -0.00021098294858960142 -0.001191572065313127 6.8035564644024769e-05 -0.0014052147683918873 2.0748227932504477e-05 -0.0026430382753708701 -0.0024968634467125834 0.00035876058717496107 0.0010339931009557708 0.0012916489212864842 -0.00077068569984328446 0.0015837894087405563 -0.0007616909723085815 0.0011891947319151407 0.0019656725673164559 -0.0014611208426934218 -0.0026772741970684179 0.0010042472157710148 -0.0009385618131921424 0.00088632557745095596
leaf_weight=2.1831264847423872 2.4943143249256527 5.1879823934286815 2.793461099965497 4.0576009808573872 1.4456520540406921 5.0531316697597521 2.5379969496279937 3.1307998970150948 1.8952376451343296 1.4308214830234645 4.2590261911973357 3.4786183563992372 29.923907797172433 2.0262701737228772 55.293415226275101 1.6428181640803812 1.2178331802133473 1.1393451187759636 4.326137180440127 7.2489137575030318 5.971156774088743 3.3555496186017972 3.9980240575969219 3.9854285698384047 3.3627154771238565 2.9797539841383687 1.3687217030674208 5.7056357301771623 2.8058000518940389 8.0790909770876151
leaf_count=20 36 35 16 39 37 35 24 18 13 20 32 29 448 55 1536 25 30 10 27 46 39 13 24 32 18 96 18 29 34 66
internal_value=0.000116484 0.000211198 0.000144947 0.000974011 -4.30748e-05 0.000198737 0.000454922 -0.000178655 -0.00110574 -0.00137036 -0.000836754 1.29555e-05 -4.8211e-05 2.699e-05 1.49456e-05 -0.00074994 -6.49607e-05 -0.00111659 9.42717e-05 0.000645674 0.000463655 0.000139039 0.000618103 0.000212213 0.00113134 8.4046e-05 -0.000382722 -0.000109417 0.000363799 0.000241997
internal_weight=184.378 115.699 106.454 9.24558 68.6791 102.064 42.9027 9.92782 4.38955 2.87647 6.79702 59.1613 56.3678 52.8892 65.8027 6.18312 4.5403 2.35718 59.6196 32.9749 25.726 17.3102 11.339 7.98345 8.41585 50.8629 12.8599 11.4912 8.51144 38.003
internal_count=2900 1195 1121 74 1705 1072 281 74 49 57 56 791 775 746 1648 85 60 40 1563 207 161 108 69 56 53 691 177 159 63 514
is_linear=0
shrinkage=0.00196078


Tree=603
num_leaves=31
num_cat=0
split_feature=15 2 5 5 7 7 12 4 0 9 16 14 13 8 14 19 8 13 17 0 0 7 8 9 5 9 12 18 14 18
split_gain=0.181965 0.510844 0.208603 1.16875 0.82405 0.928133 0.761641 0.7104 0.593642 0.718338 0.450551 0.31434 0.485011 0.360976 0.942873 0.602254 0.4666 0.70908 1.05533 0.660801 1.76718 0.710272 1.53981 1.26424 0.701626 1.28658 0.926817 0.925947 0.653335 1.94388
threshold=50.243466369800011 311.26728953445007 25.556820288350004 24.779543538450003 21.725272673150005 20.778835947700006 312.84386831240005 122.51844363470001 75.309089150100007 71.82068887245002 19.304954856600002 462.66931228825007 115.48003053525001 8.8430989333000021 168.39662374755002 14.351157895250003 8.7431769115000026 117.69263157665002 188.31851043910004 86.001087134900004 85.839779647100016 22.689595575850003 8.2435668022500028 184.23786624375001 23.398433971250004 203.83507631320003 98.870599058600007 13.101381023200002 315.57679249195007 14.025183600500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 5 6 7 -4 9 10 -9 13 -13 16 -15 -16 17 19 -19 20 24 22 23 -21 26 -26 -1 -28 -23 -30
right_child=1 -3 4 -5 -6 -7 -8 8 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 21 -22 28 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.022476499437496838 -0.060011952750219456 0.0061779480188892131 -0.067790246796089984 -0.043444235598840558 0.032236120724531636 -0.054678708907537725 -0.05411814093742362 0.033692595995289704 0.036530820781792164 -0.050186180815403776 -0.0060964970694913512 -0.0056088792105226052 0.047206005194666799 0.010775919894930137 -0.0073089035530293275 -0.050396932761943708 0.016465576172737324 -0.0077072574861105627 0.033122875998849041 0.0069982782199448455 -0.049882954800439264 0.0013752218370003423 0.041719732503106441 -0.0632344390622116 -0.059207414294922413 0.030809421067215199 0.027499673211000875 -0.012130477069875059 -0.043824654631829933 -0.0011766418096154057
leaf_weight=2.4065233706496638 0.44698089020675869 0.75106325256638229 0.26545519754290392 1.4600856929901045 2.4364180967677385 0.6957096469704992 0.47823064154363226 1.2536221359623603 1.8661568222451022 0.53288639012316696 1.5049403279554097 0.80603046540636458 0.8676622286438942 2.4825204068911253 1.5001770490198398 1.6229213618207721 4.4854550566524258 2.5807541133835903 3.7058057971298695 7.2681127972609811 2.3087737066671243 69.393062196395476 3.113983903080225 0.67297333478927601 1.2021525939635456 0.55900468677282322 3.977998333168216 2.2006516859401017 3.1938740618061301 13.114479564901556
leaf_count=26 38 17 3 63 31 33 24 28 37 134 32 67 7 33 28 38 44 25 28 224 35 1206 25 5 59 4 41 27 35 503
internal_value=0.000505805 -0.018517 0.000671003 0.000166406 0.0078725 -0.00112553 0.00518792 0.0104178 0.0144431 0.00191994 0.0119856 0.000665966 0.021771 0.000385152 -0.0117745 -0.0296996 0.000952305 0.000350877 0.0163613 -0.000569049 -0.0111033 0.000808764 0.0125032 0.00104635 -0.00244969 -0.0306354 0.00333231 0.0133846 -0.000699762 -0.00952895
internal_weight=139.154 1.19804 137.956 128.923 9.03342 6.597 5.90129 5.42306 5.15761 3.29145 2.75856 127.463 1.67369 125.789 5.60562 3.1231 120.184 115.698 6.28656 109.412 12.6551 96.7565 11.0551 7.94109 10.3463 1.76116 8.58517 6.17865 85.7014 16.3084
internal_count=2900 55 2845 2523 322 291 258 234 231 194 60 2460 74 2386 99 66 2287 2243 53 2190 192 1998 254 229 157 63 94 68 1744 538
is_linear=0
shrinkage=0.0490223


Tree=604
num_leaves=31
num_cat=0
split_feature=6 8 17 14 19 14 8 19 17 17 7 17 6 0 5 19 5 16 18 15 6 9 7 10 15 16 19 3 7 16
split_gain=0.183972 0.420316 0.834472 0.501001 0.388518 0.353681 0.713358 0.576858 0.480465 0.428473 0.525927 0.485136 0.283922 0.356128 0.78689 0.825652 0.560227 0.450871 0.510578 0.432141 0.403747 0.378369 0.306878 0.664741 1.40676 0.923633 0.734577 0.464677 1.12362 0.959642
threshold=10.715250360100002 3.1475436881500003 239.21206428850002 339.33625208505003 9.4507625164000029 404.29318073705002 1.7486353823000003 9.9508028611500023 201.37020668845003 188.94422143290004 20.778835947700006 182.28951942140003 11.175261108200003 98.615332683000005 14.515626273450001 12.050972309250001 16.222050829800004 14.479966139550003 17.327266398450003 23.304416445750004 13.135306904350001 206.92464388935002 25.396105459650006 64.321360770950022 35.885292828950007 18.634956423400002 12.951044929850001 82.866344954800013 24.176224535650004 15.474963812800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 8 7 -7 9 10 -6 -12 -2 16 15 17 21 18 -15 -16 -21 -14 27 -24 25 26 -25 28 -18 -30
right_child=12 2 3 -5 5 6 -8 -9 -10 -11 11 -13 13 14 19 -17 22 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.055415304443899568 0.020484522160957242 -0.048974091869826139 0.03402328181543636 -0.032243547179893327 0.021364097214216341 0.034607425235116659 0.045185087790446166 -0.054495166146173599 -0.054420792160719149 0.015316941530469931 -0.0014609247371949366 -0.048821459582581231 0.032957157962624009 -0.014372642212769611 -0.058527013717993251 -0.036716201100290356 0.017214950144776066 0.048329877762809309 0.035561866868674123 -0.055527807870339826 0.0045852441793926575 -0.00031396613376015301 0.046145683204805506 0.020041026822245969 -0.044893114131838135 0.042944193182812659 -0.05624501417621585 0.00087437243186475749 -0.06724424641041292 -0.0079194564634497526
leaf_weight=0.34456173054058936 2.0919389841146758 1.6066149771650082 0.8091192793799562 0.53277001291280612 0.92184392549097394 0.35049474122934077 1.3115242626518009 0.49144913750933483 0.49319596239365626 2.8052098165499046 1.1904674930265176 1.2468495650391558 2.6046941066160789 1.5511422891868276 1.1411992906359958 1.1237670935224739 1.8214145908132184 0.88514353707432736 0.91766925482079376 0.46442320133792214 0.97521637892350554 1.5264545846730468 1.2911128345876921 0.84452190762385748 1.260492456727661 2.0932960454374552 0.61368203640449792 101.23637858403526 1.4273037407547238 1.6614958401769397
leaf_count=131 41 202 31 37 11 11 19 76 92 136 53 106 34 44 66 49 14 10 23 33 32 19 13 21 38 17 33 1467 21 20
internal_value=0.000496913 -0.00575072 -0.0231751 0.00771338 -0.000139287 0.00202232 0.0207152 -0.0174024 -0.0040241 8.01362e-06 -0.0127764 -0.025689 0.00109933 0.000770805 -0.0108024 0.00264832 0.00147273 0.0158377 0.00418826 -0.0341392 -0.014807 0.0206635 0.000766443 0.0123372 0.00326601 0.0203586 -0.0120638 0.00010116 -0.0158406 -0.0353329
internal_weight=137.635 12.1041 2.9485 1.34189 9.1556 8.81103 2.15347 0.841944 6.65757 6.16437 3.35916 2.43732 125.531 123.439 7.05856 4.47772 116.381 3.35396 2.46881 2.58084 1.43964 4.13115 112.25 6.10311 4.81199 3.5515 1.4582 106.147 4.91021 3.0888
internal_count=2900 905 270 68 635 504 106 87 398 306 170 159 1995 1954 257 126 1697 77 67 131 65 53 1644 122 109 71 54 1522 55 41
is_linear=0
shrinkage=0.0530633


Tree=605
num_leaves=31
num_cat=0
split_feature=19 18 3 10 18 17 12 7 7 10 18 5 0 18 15 13 7 18 18 19 7 0 17 9 15 10 15 17 6 6
split_gain=0.170272 0.472081 0.297501 0.260083 0.373044 0.303751 0.746708 0.253867 0.690914 0.889091 0.834375 0.781786 0.947781 0.576181 0.570844 0.552272 0.490359 0.856165 1.35427 1.15517 0.741759 1.05726 0.664129 0.869917 0.534051 1.34144 1.34048 1.46677 3.47053 1.11926
threshold=14.651182102100002 13.622618370000001 93.647062057900015 54.884872733100003 11.257534840550003 162.59969366065002 254.30002952885002 20.778835947700006 22.087764922150004 72.026481772850005 12.752103815600002 21.964328598750004 84.280473931450004 12.903279561150002 30.276503438400002 110.46605612195002 22.597569836950004 13.042786209850002 13.197799034350002 14.351157895250003 22.535351262400003 85.656964494200011 189.37128582595003 185.04294426330003 41.211223942950006 62.00390986255001 42.385947950200006 203.93111730270002 16.405383309150004 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=3 2 -2 -1 -5 6 -6 -7 9 11 -10 14 -13 -12 15 -9 20 -18 19 -19 21 -15 23 -23 25 -20 -26 28 -28 -30
right_child=1 -3 -4 4 5 7 -8 8 10 -11 13 12 -14 16 -16 -17 17 18 24 -21 -22 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.050980024335835088 -0.019815801006002921 0.02627589449533823 0.009298286661089377 0.033466463096118761 -0.053294817277552524 0.009273318339570652 0.031319112942571996 -0.045277387125135078 0.039971365146309286 0.021978235548685405 -0.023234418928707444 -0.030364110425560194 0.032494742388789424 -0.03948293312431482 -0.07388709569227471 0.014624402020427417 0.029221241193879116 -0.049546421708656634 -0.035945500593968414 -0.0050336604286369841 0.035520256233534157 0.017809208022905518 0.034061146712659598 -0.030280225785897574 0.03318676275406867 -0.00018843084996973534 -0.05490267393353658 0.035251577403875502 0.021314289801177101 -0.021476398845901669
leaf_weight=0.24931776938319572 1.4818034134805196 2.3258010456338525 2.1519812801852822 0.83438870706595381 0.78935554756753734 7.207985195942455 0.38941342409816571 1.2321802063088392 1.32450206397334 1.2329807718051595 2.5955763100064351 1.4755672407627574 1.010423570347484 1.2004160461947302 0.9895119112334213 0.55958922579884518 2.3759997877641572 2.5703764388454138 2.7217135117389253 3.3673219355405308 2.3878370386082679 2.5020579489355441 2.1726840095361695 1.5069901049137113 4.1124024207238135 72.48556718697364 2.8411853639991005 2.4563498971983782 5.6394441688898951 2.0965080843307078
leaf_count=91 13 19 29 12 117 231 28 63 14 30 30 45 17 25 15 5 33 35 32 42 26 40 29 13 28 1662 58 27 59 32
internal_value=0.000419913 0.00868502 -0.00257401 4.19688e-05 0.000139761 -7.53933e-05 -0.0253421 0.000157173 -0.000386519 -0.0162441 0.000514852 -0.0251913 -0.00481532 5.25049e-05 -0.0434039 -0.0265694 0.000599813 -0.000438187 -0.00115515 -0.0243028 0.011295 0.00345913 0.011798 -0.000267477 0.000333094 -0.00148246 0.00829669 0.00044323 -0.00764038 0.00971765
internal_weight=136.287 5.95959 3.63378 130.328 130.078 129.244 1.17877 128.065 120.857 6.50025 114.357 5.26727 2.48599 113.032 2.78128 1.79177 110.437 100.667 98.2909 5.9377 9.76999 7.38215 6.18173 4.00905 92.3532 75.2073 17.1459 13.0335 10.5771 7.73595
internal_count=2900 61 42 2839 2748 2736 145 2591 2360 175 2185 145 62 2171 83 68 2141 2008 1975 77 133 107 82 53 1898 1694 204 176 149 91
is_linear=0
shrinkage=0.0500028


Tree=606
num_leaves=31
num_cat=0
split_feature=7 16 9 10 13 13 10 7 7 16 2 8 7 0 14 5 10 5 0 6 10 16 0 0 10 8 0 10 13 16
split_gain=0.165253 0.308096 0.622091 0.37051 0.394245 0.532148 0.319062 0.316206 0.295016 0.309532 0.462044 0.457234 0.343305 0.335548 0.437625 0.344041 0.423547 0.400813 0.386637 0.676234 0.653358 0.613557 0.525006 0.733961 0.81582 1.74263 0.510522 0.824055 0.702211 0.481902
threshold=26.752366550650006 17.654958715000003 219.38617924735004 80.371455809750003 95.99139754765001 81.98184222990001 91.28659581940002 27.952168727600004 26.452067539250002 11.934972090850001 309.73785348360008 8.0437227585500022 19.771475517600006 105.70748523110002 332.20346052870008 11.976288766350002 72.303392960300016 13.175707186950001 97.835679825150024 13.775321858200002 75.403185184700007 15.164964537700001 96.811377277450006 96.055920542800024 71.090898343450007 7.943800736700001 94.776214472700005 70.182199495350019 108.74544291850002 19.214955067100004
decision_type=2 2 2 2 2 2 2 2 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 -5 -8 9 10 11 12 -1 15 -15 16 -11 -17 20 -20 22 -22 23 24 26 -26 27 29 -29 -19
right_child=1 -3 -4 4 -6 -7 7 -9 -10 13 -12 -13 -14 14 -16 17 -18 18 19 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0050678686443519343 -0.0397176422974116 0.016313683380827681 -0.055038802879050296 0.032305172079608951 0.030092392014933415 -0.030427947716895075 0.037709071188161483 -0.052808604554981618 0.018634180904125146 0.00089750376821214983 0.011670404525112851 0.030208474487744455 -0.054634927485434234 -0.0076717527034336095 0.045499597893648616 0.023885247781657237 -0.044879013439086395 0.011906778706401944 -0.0041848110808802861 -0.049160321152237771 0.0026156737454426072 0.04323244377806916 -0.020757937836035897 0.029151639417440922 0.014364168298243061 -0.05604322975769524 0.025899483204111392 0.0055730232222679088 -0.059402409075989433 9.1975793716782579e-05
leaf_weight=0.32796690065879319 0.71971723774913599 1.1835565038491038 0.80906190874520678 0.91680089081637628 0.94594324752688397 1.4705042842251712 0.16134905400394928 0.29615789282979676 2.4643513843475366 1.208882435166742 1.0292431005509568 0.27528181322850276 1.2701842122478408 0.71212526061572035 1.0174821426626293 2.0198143529705694 0.99913301967899304 10.531183551458524 5.1621437001158474 1.0970353621523825 2.1355342860333613 1.9039209783077238 3.0695904400199643 2.4596986826509228 1.7839298248291009 2.0385797173366882 2.2337273176526642 0.75040593277662893 1.1250274952617472 82.822776578483172
leaf_count=20 32 26 90 22 16 201 10 164 66 48 26 11 187 29 18 34 135 337 165 29 25 21 36 22 39 86 27 15 48 915
internal_value=0.000398337 -0.00769231 -0.0130335 -0.00549879 0.000998037 -0.00867628 0.0145979 -0.0208857 0.000807983 0.00045926 -0.0163321 -0.0317164 -0.0423829 0.00085529 0.0236075 0.000530978 -0.0198165 0.000908098 0.00051182 -0.0120676 0.00122209 0.0217596 0.000445417 0.00107278 0.000390888 -0.0231847 0.00131553 0.000738877 -0.0334042 0.00142479
internal_weight=134.941 6.50309 5.31953 4.51047 3.79076 2.84481 1.37431 0.457507 128.438 125.974 2.90268 1.87343 1.59815 123.071 1.72961 121.341 2.20802 119.133 117.114 6.25918 110.854 4.03946 106.815 103.745 101.286 3.82251 97.4631 95.2294 1.87543 93.354
internal_count=2900 561 535 445 413 397 196 174 2339 2273 244 218 207 2029 47 1982 183 1799 1765 194 1571 46 1525 1489 1467 125 1342 1315 63 1252
is_linear=0
shrinkage=0.0520229


Tree=607
num_leaves=31
num_cat=0
split_feature=3 10 9 0 7 15 17 8 5 9 18 3 7 3 13 8 13 19 15 18 18 18 16 6 16 6 10 10 5 7
split_gain=0.173222 0.535408 0.79353 0.673439 1.05904 0.477723 0.628255 0.500535 0.758485 0.552203 0.841203 0.456082 0.640489 0.439963 0.430224 0.380572 0.598348 0.378531 0.367746 0.345064 0.50183 0.995714 0.390814 0.411338 2.14984 0.711589 0.695352 0.57443 0.566039 0.531591
threshold=93.883646373400012 61.917879202350001 187.38923140910003 85.613949164150014 19.617375644250004 20.742056627150003 167.86887396990002 8.543332867800002 30.133297129900004 178.29644791375003 12.386025881750003 94.383699585650007 20.861721588400005 108.48197402175002 120.78166996855002 8.543332867800002 117.60122400020002 14.651182102100002 25.134223482700005 12.777826849750001 12.949570119650001 13.042786209850002 22.714946882600003 16.515385879350003 22.554947256700004 16.635388683200002 61.86411003975001 61.971648364950006 21.746930049350002 22.580174331950005
decision_type=2 2 2 2 2 2 2 2 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 3 4 -3 6 -2 9 11 10 13 -9 -13 18 -15 -4 -17 19 -7 -1 -21 -22 23 26 25 -25 -23 -28 -26 -29
right_child=1 2 15 -5 -6 7 -8 8 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 20 21 22 -24 24 28 -27 27 29 -30 -31
leaf_value=0.020624586215638493 0.024311028764556163 0.033775305126749769 -0.056966246636248406 0.016053014735680254 -0.060808460684866089 0.03816201781604335 -0.062312952178997946 0.0047759999308808667 0.021591344487527139 0.029679408738011788 -0.057084016067947586 -0.0027281870463313554 -0.058784777604638898 -0.050985561053100655 0.030943437668160319 -0.053561619241478946 0.010808566422766702 0.015550218134094903 0.0017423908996453919 -0.01707098497077756 0.027865081588260739 -0.068574767014586965 0.028036941537183592 0.030890501667996707 -0.05714283409132534 -0.0068868659989598686 0.017330742777702187 0.012959116185428578 -0.020816801504132013 -0.0011982207807128076
leaf_weight=2.0085230931872493 0.30599615428218641 0.42927950900047951 1.1893263216770722 2.1584598494227976 0.84346687991637737 1.2756713244598352 0.58756338676903397 1.0197136392816903 1.4079607203602789 2.799695014487952 0.5172300740960053 0.83901011943817172 1.1769654947565866 0.47542201055330213 0.22785131772980094 0.65045455459039636 0.74395067803561687 4.1599471420049658 1.3948103322181848 3.9341904682805753 3.1596804674481964 0.3481263576541086 1.1747550088912238 2.415726548060773 1.7465091133490203 2.3776436746120453 4.810172251192852 6.9248136581154531 2.515742503805086 80.110386160438793
leaf_count=19 27 8 45 17 78 23 47 11 13 28 40 7 44 101 5 48 12 32 22 43 34 5 15 14 18 27 36 215 32 1834
internal_value=0.000334053 -0.00413351 -0.0160751 -0.000624005 -0.0289067 0.00183828 -0.0326489 0.00460597 -0.00814797 0.0130766 0.00113025 -0.0219411 -0.0354551 0.0100551 -0.0244416 -0.0365943 -0.0192185 0.00103083 0.0191398 0.000489255 0.000119979 0.000760538 -7.56118e-05 -0.000401791 -0.0103716 0.0121519 0.000577489 0.0008396 -0.0357018 -7.18154e-05
internal_weight=133.729 18.0428 6.01494 3.43121 1.27275 12.0279 0.89356 11.1343 4.44365 6.69068 3.89099 3.03569 2.01598 3.37375 0.703273 2.58373 1.39441 115.686 2.67048 111.526 109.518 105.584 102.424 101.249 9.05562 4.79337 92.1935 91.8454 4.26225 87.0352
internal_count=2900 576 208 103 86 368 74 294 75 219 191 62 51 151 106 105 60 2324 45 2292 2273 2230 2196 2181 91 41 2090 2085 50 2049
is_linear=0
shrinkage=0.0490223


Tree=608
num_leaves=31
num_cat=0
split_feature=13 16 3 13 13 16 3 16 15 6 13 8 5 18 15 19 15 12 9 7 17 13 17 9 17 9 2 13 17 8
split_gain=1.02147 4.34247 3.21282 1.88835 1.85516 2.03089 1.97338 1.64494 2.0936 1.55415 2.91134 1.65647 1.4318 1.37752 1.30427 1.24395 1.20903 1.06027 0.951325 1.13285 0.935391 1.13328 0.870735 0.864486 1.03385 0.958889 1.20739 1.38872 1.1973 0.852985
threshold=112.82921081865001 19.974953289850003 89.227236891450005 113.92610173585001 109.72404167800001 19.214955067100004 86.130133125200004 18.684956306450005 29.049007317550004 14.775345223550003 107.97116697695002 7.943800736700001 19.500380888400006 14.025183600500002 27.992471162000005 12.851036860900001 26.410889167300002 104.53648605375001 188.53841931785004 27.698174638300006 166.83257850275001 97.873318238950006 200.23903127160003 205.70977008025002 191.55545126530004 202.89977928865002 154.60082690140004 104.02719889955002 183.58889821140002 4.9461400813500012
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 8 14 10 -9 -12 -5 -10 15 16 20 -17 29 -20 -1 -22 -15 25 -25 26 27 -23 -29 -19
right_child=2 -3 3 12 6 -7 -8 9 13 -11 11 -13 -14 22 -16 17 -18 18 19 -21 21 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00094311444998528601 0.0014164545805829421 -0.0019929269183290624 -0.0014211296821096491 0.0015220260910733564 0.0018814278677023199 -0.0016593563525657657 0.00019771788916081887 0.0015398150751210645 0.001204388668414654 0.001899011748185561 0.00061669094099730084 -0.0022510945341205034 0.00016089408969021261 -0.0024587282385774793 0.0012557371802609611 -0.0022587755660585461 -0.0024411290910032022 -0.0005145957775285001 -0.0015849867012617577 0.00060778442286698968 -0.00019538959993709872 -0.0014494221928469404 -0.00061702825076044793 -0.0014340369445822484 0.00038162451507527399 0.001820382425128638 0.0012259811996326992 -0.00055819580136424996 0.0016203398723967303 0.0015350408989651784
leaf_weight=2.7597444135462856 8.1811171658337098 3.9564372738823286 2.7138331052847198 2.956706788390874 3.9803774543106538 2.7804202884435645 7.2720296196639538 3.0831658616662008 0.67640794115140934 3.0255252011120319 1.2440846636891367 1.8527506124228237 83.748566141788615 2.5012950188829564 2.913454679073765 1.3903112945845331 0.68731209798715909 1.6844839811092245 3.2510244785808027 1.1891119304345918 14.014105969195951 1.8304752455442228 1.5282724977005271 1.5440366155235086 4.6461678259074688 2.703174488618969 4.9688003367045894 1.7628251590067523 1.9786322824656961 1.3529784516431389
leaf_count=185 54 49 43 16 17 39 65 24 12 13 16 40 857 85 24 39 19 88 98 29 737 47 47 34 63 19 87 30 10 14
internal_value=0.000131134 -2.90559e-05 0.000263384 0.000157887 7.23515e-05 -5.17521e-05 0.000793306 1.96642e-05 -0.00010975 0.000770137 0.000217476 -0.00109903 0.00020731 -0.00133412 8.6195e-06 -7.07767e-05 8.46042e-05 -0.000717244 -0.000430627 -0.000997741 0.000132549 0.000221299 -0.00176024 0.000521777 -7.126e-05 0.000798963 0.00053702 -7.73657e-05 0.000593901 0.000398375
internal_weight=178.178 80.5774 97.6002 89.4191 76.621 65.3686 11.2524 62.5881 53.3826 9.20553 6.18 3.09684 86.7053 4.70598 48.6766 45.7632 36.8953 8.86791 7.4776 4.44014 36.208 33.4482 4.02957 19.4341 6.1902 13.2439 10.5407 5.57193 3.74146 3.03746
internal_count=2900 1930 970 916 1881 1799 82 1760 1667 93 80 56 873 144 1523 1499 1231 268 229 127 1212 1027 132 290 97 193 174 87 40 102
is_linear=0
shrinkage=0.00192234


Tree=609
num_leaves=31
num_cat=0
split_feature=6 6 10 7 17 18 19 2 15 10 12 3 19 19 2 17 16 7 2 3 15 17 7 16 3 19 0 3 15 16
split_gain=0.175434 0.649662 0.393282 0.453834 1.22736 0.588515 0.545822 0.414259 0.412951 0.399072 0.379547 0.365927 0.369449 0.333419 0.720634 0.741302 0.571814 0.570527 0.512988 0.600516 0.648961 0.431718 0.414379 0.592498 0.33117 0.492592 0.832893 1.33586 1.37544 0.795448
threshold=13.665319288000001 13.775321858200002 78.220689305400015 22.940014114900002 200.83528241485001 14.371157440600003 12.751028791950002 187.03662689815005 16.522436993950006 78.433077497700012 200.03640368750004 80.043463917850019 9.4507625164000029 11.950964240300001 205.16057895720004 239.21206428850002 14.184966829400002 26.820879618700005 219.74617996645003 77.642670807350015 6.9561856507500011 242.64190980425005 24.758300720050006 9.6249774926000011 81.796338618900009 12.651020723000002 94.047642319350018 84.968719212850019 24.511023953300004 15.444963882950001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 8 10 -1 -4 -6 12 -11 16 15 -15 18 -16 19 20 -14 -19 -20 -24 -3 29 -27 28 -28 -26
right_child=1 24 9 4 7 -7 -8 -9 -10 11 -12 -13 13 14 17 -17 -18 21 22 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.001809858715379702 0.028082374779279759 -0.022525815959531084 0.029781436324968082 -0.050703435319986827 -0.0052634260858867169 0.026862388589149959 0.0085308408956699302 -0.020257388100247554 -0.046945415801579952 -0.054149456292373208 0.044211066418100568 -0.055502720396819284 0.052091972526007661 -0.054604803310036441 0.044342374454904923 0.028982819469733807 0.033055570553613481 -0.054328482976395219 0.040061230383537004 0.0090015422356491265 -0.048364340625594207 0.013640486497214848 0.022127272586122789 -0.043791815775331665 -0.0011480555095864946 0.0017654598043526902 -0.068854327001645066 -0.05295411788871332 0.0022784108671237901 0.036732412485346103
leaf_weight=0.72864613695128566 2.3929901625961056 1.6396858562948171 1.3015523240028404 2.2754695718176663 0.93771759443916403 1.5515658454387447 2.0001613957283553 1.5604472716804592 1.325320806878153 0.32034328321605876 0.75959078595042229 0.31911660410696718 0.19835494819562738 1.2811463510734031 0.8046175189083441 0.37009353184839699 1.9265583832748232 0.42501158860977717 1.1869008464273068 1.5849776469403876 1.4198705867020178 0.62457628024276346 1.0861037122085688 0.55892816898995068 3.4378749829193103 88.489404054285842 0.81723273172974398 1.92771654378157 7.3723603949183598 2.6619187174947001
leaf_count=38 34 38 35 121 34 41 50 60 79 171 9 26 4 107 22 12 33 31 17 49 228 28 66 73 108 1108 12 70 136 60
internal_value=0.000379423 0.00127616 -0.00359296 -0.0108175 -0.0213868 -0.000384817 -0.0108127 -0.00090979 -0.0296494 0.00240887 0.0168777 -0.000533894 0.00095425 0.00249361 -0.0108752 -0.0358703 0.00837976 0.0113838 0.000502653 -0.0137585 -0.0360508 -0.0138823 0.0166334 -0.000269883 0.00067297 0.00103626 0.000148785 -0.0139912 -0.00481987 0.0153828
internal_weight=133.286 108.739 24.5471 11.1389 5.53323 5.60569 4.05413 3.25776 2.05397 13.4082 1.69731 12.1066 11.7875 11.4671 3.50545 1.65124 7.96169 1.85421 6.03514 3.2032 1.61823 1.04959 2.83193 1.64503 106.346 104.707 98.6067 10.1173 8.18959 6.09979
internal_count=2900 1566 1334 432 224 208 167 103 117 902 43 867 841 670 200 119 470 81 437 281 232 59 156 139 1532 1494 1326 218 148 168
is_linear=0
shrinkage=0.0520229


Tree=610
num_leaves=31
num_cat=0
split_feature=14 14 5 5 16 15 5 12 5 19 6 10 13 0 16 13 10 10 10 6 15 10 18 15 16 5 5 6 6 15
split_gain=0.170182 0.572327 1.31845 2.20476 1.14335 1.03961 1.0231 1.00464 0.69476 0.685174 0.826923 1.15707 0.659311 0.619727 2.0944 1.4428 2.16199 0.863454 1.50485 1.48532 1.0151 0.818086 0.796027 0.730008 1.6055 0.681728 0.681072 0.678454 0.953369 1.07185
threshold=241.54317565595002 256.83105351225004 22.504913082700003 19.915533535850003 22.674946976100003 30.276503438400002 22.782602051550004 185.69761363875003 24.225659292200003 14.651182102100002 16.515385879350003 61.907125369850007 99.962250206350021 86.20003303655001 22.594947163200004 117.52594717255 62.106071271500007 62.116825104000007 62.197478847950002 15.925372093750001 38.198215516250009 65.461267018300006 13.809421053700001 45.824117984750011 19.214955067100004 18.811785479000005 22.907563598750006 14.980350013450002 14.135330269750002 33.202295547750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 12 -4 -8 -6 10 13 -12 -2 14 23 16 -15 -18 -19 20 22 -22 25 24 -3 -20 -17 28 -24 -30
right_child=1 4 6 -5 8 -7 7 -9 -10 -11 11 -13 -14 15 -16 26 17 18 19 -21 21 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0021221758236188095 0.007032916871586024 0.026065548641468799 0.055368751333906667 -0.067614516530994595 0.04083377607890782 0.039940943537864267 0.023830903291973345 -0.047533739596489724 0.0035267394180045187 0.02326510616208809 -0.00058721738845106093 -0.05319709828399511 -0.048939152268316806 -0.077372196257951248 -0.060125101646960319 0.036541305055252146 0.057130772248897108 -0.061633254487268856 0.008720146108706207 0.02730861376976973 -0.0081487569428864582 -0.058677571012912641 0.0030644817373416599 0.041597422675860606 -0.059040504576507037 -0.057124117729283927 0.003707446066604629 0.0284538896394879 -0.062103247649841396 -0.00083124686379648649
leaf_weight=65.858277382143569 1.020132851845118 1.3310396155866326 0.95882116258144412 2.1599761615507305 2.6296844920143476 1.0063931536860762 1.1256414711242544 0.87784151259984344 2.3755264962092042 2.5775036993436506 2.3138848211819996 1.9063923782960044 1.0866959939012302 0.9561827824509227 1.8518493106530511 3.7000915519893161 0.62443864345550437 1.0325228348374356 0.60849241202232462 4.2258708905428639 1.7850506734102958 1.4534637728647792 17.587376065224824 1.0154535826295612 0.94961363216862071 1.1109603985678402 2.7561646979302168 2.1119872946292153 1.2789260993013152 1.6155626885592935
leaf_count=1116 55 41 4 25 35 11 23 26 46 19 68 58 34 16 58 21 3 11 21 32 18 52 902 17 20 53 26 17 32 40
internal_value=0.000323639 -0.00147012 -0.0138025 -0.0287979 0.00028708 -0.00186661 0.0128909 -0.00743807 0.0231275 -0.00187838 -0.00316897 -0.0243523 -0.0218373 -0.0012253 -0.0175747 0.000835213 -0.00323657 -0.0011164 -0.00222495 -0.000294654 -0.00452842 -0.0308264 -0.00102555 0.00633137 -0.00937073 -0.0338227 0.0225246 0.0014704 -0.001312 -0.0279042
internal_weight=131.892 66.0335 8.2355 5.2732 57.798 3.11322 2.9623 2.00348 5.00521 52.7928 50.2153 4.22028 2.10683 45.995 5.14796 40.8471 34.3908 33.4347 32.8102 31.7777 27.5518 3.23851 24.3133 3.29611 2.28065 1.71945 6.45626 22.5939 20.4819 2.89449
internal_count=2900 1784 178 125 1606 100 53 49 81 1525 1506 126 89 1380 136 1244 1197 1181 1178 1167 1135 70 1065 78 61 74 47 991 974 72
is_linear=0
shrinkage=0.0500028


Tree=611
num_leaves=31
num_cat=0
split_feature=13 13 16 13 8 18 7 6 16 10 5 0 18 8 15 6 10 17 6 10 10 15 5 15 19 12 5 18 3 3
split_gain=0.169397 0.550544 0.460783 0.445699 0.533988 0.398885 0.502606 0.44986 0.444379 0.372096 0.435301 0.376883 0.532946 0.512682 0.539143 0.595844 0.454012 0.949464 0.95424 0.57007 0.93619 0.398198 0.345864 0.487668 0.339801 0.311416 1.21889 1.41902 0.791667 1.04183
threshold=95.99139754765001 96.429616222950017 14.274966618900002 97.873318238950006 6.9445805182500004 14.708525021850003 21.403954852200005 6.5601532769500013 12.879969881000003 80.288113607700012 13.592434445950001 98.615332683000005 17.327266398450003 7.7439566930000003 23.304416445750004 13.135306904350001 76.763544998700013 199.55131508320002 13.955326063950002 75.645146416450004 75.465019721650009 20.609775022200004 9.9970238968500009 17.382777826050003 11.750948102400001 247.85609524425004 21.377246852200006 14.531978590450002 87.963661570150023 90.808050272150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 -1 -7 22 -9 11 -11 16 13 21 -15 -16 19 18 -18 20 25 -13 23 24 -8 -5 27 -27 -28 -30
right_child=1 3 -4 9 -6 6 7 8 -10 10 -12 12 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.03660071728765335 0.032991373455255567 -0.0010894890777601192 -0.041542817385755305 0.0014474393828573689 -0.050353518047043105 0.038544572641023095 -0.0027268083234384525 -0.034893158887366466 0.023528244825703377 0.03419323432459203 -0.0077520913658972604 0.034039356174995428 0.0153562823491105 -0.052570289983725468 -0.048491095832273158 0.015185887426838881 -0.053370540155712541 0.045343826217608733 0.048006983695796944 -0.028498231134097555 0.036270206985016616 -0.018683205439771939 0.045770665547418064 -0.047989366481384757 0.033175970072472083 -0.065762447495675058 -0.05211159137085327 -0.0074666682947767474 0.027885446294482887 -0.0036137014162828337
leaf_weight=0.66773967297922254 1.1147946334676806 1.1258055481011968 0.72327391704311583 90.305387528322171 0.80543698969995592 0.67648902005748812 2.0418498465951429 1.3784475145002941 0.34798026847420249 1.4725309208733954 0.82308159174863238 0.53961796360090308 1.1683492467273024 1.3242924984078857 0.52825963404029586 0.77164705691393465 0.54629744132398572 1.3749124798923729 0.31089068768778816 1.4268643052782852 1.5730419252067793 0.70519768085796386 0.40506405173800875 0.38936673750868056 0.77646196918794874 1.376257705152969 0.56353750145353743 2.5273875501006842 2.9395128404721609 9.42537544807419
leaf_count=66 22 52 66 1284 47 21 310 195 14 26 29 8 25 61 39 28 63 13 4 26 17 35 6 73 33 36 27 63 30 181
internal_value=0.000266516 0.000675888 -0.00651789 0.000379711 -0.0216354 -0.00272751 0.00103242 -0.00372048 -0.0231177 0.000734896 0.0191539 0.000374755 -0.0119868 -0.0202437 -0.0318254 -0.0106913 0.000928905 0.0215548 -0.0166023 0.00051089 0.000891645 0.00417162 0.0055489 0.000469711 0.00716462 0.000372201 -0.00539654 -0.0280193 0.00143423 0.00387461
internal_weight=130.155 122.748 7.40667 121.634 1.93124 6.6834 6.01566 5.33917 1.72643 119.702 2.29561 117.407 5.03736 3.86901 2.6242 1.29991 112.369 2.2321 0.857188 110.137 108.711 1.24482 3.61274 3.20768 2.81831 107.137 16.8321 3.90365 12.9284 12.3649
internal_count=2900 2116 784 2094 99 718 652 631 209 1995 55 1940 196 171 128 67 1744 80 67 1664 1638 43 422 416 343 1621 337 99 238 211
is_linear=0
shrinkage=0.0461948


Tree=612
num_leaves=31
num_cat=0
split_feature=3 10 10 9 13 12 3 6 15 17 8 5 9 18 3 7 18 7 9 15 6 8 2 18 6 6 0 3 17 18
split_gain=0.169961 0.471711 0.667283 0.975704 0.961562 0.731824 0.669122 0.769522 0.435441 0.538986 0.426574 0.648894 0.464208 0.754398 0.394053 0.595207 0.392397 0.521117 0.387919 0.500127 0.310816 0.488406 0.692859 0.986678 0.549664 1.19444 0.599935 0.833103 0.98331 0.636524
threshold=93.883646373400012 61.917879202350001 61.960894532450006 187.38923140910003 117.59047016770002 115.61167718145002 94.031511570550009 14.515339148550002 20.742056627150003 167.86887396990002 8.543332867800002 30.133297129900004 178.29644791375003 12.386025881750003 94.383699585650007 20.861721588400005 11.639306137250001 17.605734992150001 66.290220196950017 23.811316291350003 18.155424198600006 8.8430989333000021 76.773444779000016 14.047116609550001 16.625388449550005 16.575387281250006 85.807518149550006 93.620177476600006 188.31851043910004 13.482409244300003
decision_type=2 2 2 2 2 2 2 2 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 8 -3 4 5 -4 -7 -8 9 -2 12 14 13 16 -12 -16 17 -10 -18 -20 21 24 -23 -24 25 26 -1 29 -29 -28
right_child=1 2 3 -5 -6 6 7 -9 10 -11 11 -13 -14 -15 15 -17 18 -19 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.022259741877740862 0.024848898954383636 -0.054327485995770988 -0.070542303535070419 -0.046129987536541496 0.064303268607046826 0.061077463848537329 0.045233095586559864 -0.065449325453640822 0.02597028248833267 -0.07336697724494981 0.0047959417778523005 0.023829487286039112 0.032903469195136315 -0.067367707919975664 -0.0034200409399377405 -0.069013100643662034 0.045756239979532508 -0.064966066634752462 0.03471112943870746 -0.043811198454738971 0.030516096911953117 0.016866591559571507 -0.069851909648540406 -0.0018204780004158073 0.03175708782637638 -0.055044302075847464 0.010318123251345098 -0.071082917332632486 -0.002537918806641034 -0.00097099397206532718
leaf_weight=4.6535563920624545 0.29548539574170973 1.3830432496033598 0.50786898937076363 1.47728309239028 0.85977964312769461 0.5641335647087542 0.36348164500668645 0.52994602228864096 0.40555943190702137 0.54643958994711284 1.0050583146512511 1.3736298382282255 2.702242189552635 0.48212870809948061 0.84139290452003468 1.0899309645174069 1.2606795364990833 0.4634907150757499 0.60161708400119074 0.51823094731662422 1.2226544860750426 1.3018116727471341 1.4079411663115027 1.5235080552520228 2.0336978668346992 1.2889467058703292 22.431140529341064 1.1881464699399651 1.8166868792613966 72.716205423104839
leaf_count=36 27 31 24 84 5 5 6 53 35 47 11 13 28 40 7 44 13 60 15 28 11 9 27 24 14 12 222 23 30 1916
internal_value=0.000302317 -0.00510592 -0.0189272 -0.00754772 0.0126267 -0.0099793 0.0111231 -0.0204193 0.0016766 -0.0388967 0.00485603 -0.00940694 0.0144106 0.00101934 -0.0249548 -0.0404371 0.0111657 -0.0225288 0.0234664 -0.00162657 0.00113942 0.00081397 -0.0187004 -0.0344952 0.00159236 0.00100303 0.00170574 0.00073124 -0.0296414 0.00169043
internal_weight=128.856 17.2714 5.68554 4.30249 2.82521 1.96543 1.45756 0.893428 11.5859 0.841925 10.744 4.31001 6.43395 3.73171 2.93638 1.93132 3.24958 0.86905 2.38053 1.11985 111.584 110.362 4.23326 2.93145 106.128 104.095 102.806 98.1522 3.00483 95.1473
internal_count=2900 576 208 177 93 88 64 59 368 74 294 75 219 191 62 51 151 95 56 43 2324 2313 60 51 2253 2239 2227 2191 53 2138
is_linear=0
shrinkage=0.0585862


Tree=613
num_leaves=31
num_cat=0
split_feature=13 16 3 13 13 3 16 16 15 18 6 13 8 13 5 5 9 13 0 16 14 8 0 5 16 5 16 17 5 4
split_gain=0.708071 3.01547 2.51597 1.44533 1.18028 2.13693 1.7886 1.17004 1.68586 1.45279 1.43551 2.36849 1.5337 1.32252 1.0955 1.28422 2.24472 1.8033 1.0384 1.02145 1.20572 0.96185 1.67794 1.46998 1.77243 1.36652 1.15336 1.39855 0.981937 1.47162
threshold=112.82921081865001 19.974953289850003 89.227236891450005 113.92610173585001 109.72404167800001 86.130133125200004 19.214955067100004 18.684956306450005 29.049007317550004 14.025183600500002 14.775345223550003 107.97116697695002 7.943800736700001 108.61908538635001 20.206488238950005 21.042547594650003 198.78883073475004 117.50981642375002 88.76213363490001 15.919962772200003 180.68590093575003 8.543332867800002 86.280686780500005 21.324133279950001 22.764946765650006 21.788492303450003 22.604947139800004 195.89498576185002 22.732890661650003 385.08236174150005
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 7 8 13 -10 11 -9 -13 19 18 16 17 -16 -5 -1 -21 22 23 -17 28 -23 27 -24 -25 -30
right_child=2 -3 3 14 5 -7 -8 10 9 -11 -12 12 -14 -15 15 21 -18 -19 -20 20 -22 25 26 24 -26 -27 -28 -29 29 -31
leaf_value=9.4465756442632895e-05 0.0012936434383520482 -0.0017793297032214202 -0.0012189999686492436 0.0014515785577195253 0.0018453006993443945 3.0601642501090519e-05 -0.0015999085742577834 0.0014029405101994312 0.0012165171535131847 -0.0017300532392665851 0.0018514418092112708 0.00060274441023559636 -0.0022755656875664866 0.001293665537641835 0.0011869041848965229 0.0014507326716730812 -0.0017798186007571956 -0.00077182376942870688 3.9786214095263804e-05 -0.0021909093374190658 -0.00032164653320077398 -0.0013365603511389429 0.00090837045322691989 -0.00095165151953687421 0.0014980714439712522 5.8011482630800814e-05 0.0012150287122279246 -0.00039139014478712866 0.0001333780423883276 -0.00224205969374964
leaf_weight=33.414310880500125 7.427004881668835 3.4725090470165005 2.8422056646086267 4.5716066826134911 3.6193573344498855 7.1058080015936866 2.627781339455395 2.7668875847011787 0.74514269549399514 3.6337079955847003 2.669273316860199 1.1576060596853497 1.6725063463672993 2.8261634291848159 3.1486800089478475 2.3855571821332004 3.4902773350477219 3.8738848119974136 3.3257971927523613 1.5161239684675809 8.0233770768390951 2.9877146920189288 7.0288471728563326 6.1807049512863221 2.2183008715510359 19.831704606767744 10.182767761871217 5.4168370999395847 13.466202858136965 1.0380466318456445
leaf_count=1166 54 49 43 28 17 65 39 24 12 132 13 16 40 39 19 11 30 25 19 48 270 26 34 49 15 222 57 31 273 34
internal_value=0.000110903 -2.97787e-05 0.000217388 0.000130493 5.48618e-05 0.000642997 -4.8456e-05 2.13236e-05 -8.91128e-05 -0.00122864 0.000691439 0.000138221 -0.00109825 1.98829e-05 0.000173518 0.000107081 -0.000519825 0.000106403 0.000857037 -6.39262e-05 -0.000618731 0.000200251 0.000354943 1.4664e-05 -0.000134914 -0.000124578 0.000735227 0.000342665 -0.000310039 -3.66284e-05
internal_weight=174.667 75.2506 99.4161 91.9891 71.778 10.7252 61.0529 58.4251 50.1588 4.37885 8.26627 5.597 2.83011 45.78 89.1469 81.2495 10.5128 7.02256 7.8974 42.9538 9.5395 70.7367 47.9173 25.2888 22.9033 22.8194 22.6285 12.4457 20.685 14.5042
internal_count=2900 1930 970 916 1881 82 1799 1760 1667 144 93 80 56 1523 873 826 74 44 47 1484 318 752 504 382 371 248 122 65 356 307
is_linear=0
shrinkage=0.00192234


Tree=614
num_leaves=31
num_cat=0
split_feature=16 18 6 9 7 19 16 2 6 13 6 7 12 6 12 18 13 7 8 13 2 19 17 3 7 6 8 17 10 15
split_gain=0.164336 0.767251 2.19228 0.820903 0.989817 0.792076 0.734254 0.916297 1.6081 0.631013 0.562837 0.55466 0.508718 0.499312 0.40053 0.850917 0.813296 1.06995 0.743541 0.652274 0.535079 0.487271 0.563055 3.09842 0.860951 0.820556 0.938456 0.752874 0.923614 2.28472
threshold=22.624947093000003 13.5308213324 16.395383075500003 199.21354841250005 24.252468908850002 14.251149826300002 22.674946976100003 163.32842070695003 16.465384711100004 117.70876232545002 16.555386813950005 24.815630185550003 102.43818663380002 16.585387514950003 329.98224707875005 14.597307883300003 115.48003053525001 24.550696209100003 8.543332867800002 83.635243980150008 297.58713971970008 14.651182102100002 201.18214207610001 90.988176966900014 23.903127120600004 16.245379570700006 8.543332867800002 197.57625617845002 62.132955852800002 36.168474401900006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -3 -5 -4 7 -7 -9 14 -8 -6 -11 -12 20 18 17 -17 -16 -19 21 22 27 24 -24 26 -26 -1 -29 -30
right_child=1 3 5 4 11 6 10 8 -10 12 13 -13 -14 -15 15 16 -18 19 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.001241579700384279 -0.059612097492871989 0.049893263734823744 -0.033247686284311441 -0.024875349040427437 0.04879637262105975 0.029567970811297788 -0.027898458491170227 0.032866424333856281 -0.068939405167101758 0.028280370344099016 0.035479779046264655 0.0039365246389478567 -0.070063405989348085 -0.0034705921335334098 -0.067379368850101012 0.036081554752265182 0.05197041057958833 0.013819402101110148 0.013450006337591925 -0.061909238901370449 0.030043051666902843 0.02533537337138405 -0.03589014166314549 -0.08189182691156241 0.0038172666388258504 0.048529644639707305 -0.053860993811045532 0.049471647668279044 0.019154115261952487 -0.054491821838873508
leaf_weight=58.60082812148903 1.9463779096258864 2.1376205775886765 1.6894296734535625 1.9582727905362842 1.7712727528996768 6.8771697897464055 2.3559088127803971 1.1094689327292147 0.95030328724533308 0.22673921333625813 1.3840506451670078 1.8684767764061687 0.7394526259158738 5.0381692706141621 1.4243507368810231 0.93893727633985768 0.80683689936995495 0.53260184524697241 0.5098482510074972 1.2699383805156683 1.986275938397738 2.4198278188705435 2.1188379407394704 1.7783030156861048 11.213669868971918 1.2145870309323061 1.0148610227042798 2.0591013925150028 8.6627476363501028 1.6552551750064584
leaf_count=1407 28 20 26 23 19 54 31 15 30 6 12 24 53 80 65 30 9 58 9 91 71 20 38 26 429 16 27 11 148 24
internal_value=0.000319596 0.00411596 -0.00149915 0.019614 0.00805182 0.00432989 0.00791355 0.0195027 -0.014103 -0.000793842 -0.00388532 0.0257674 -0.0469848 0.00492359 -0.0003394 -0.0154245 0.0012821 -0.0136358 -0.046073 -0.0395335 0.000552538 -9.30159e-05 -0.000789728 -0.0100683 -0.00186081 0.00350273 -0.000969524 0.00147706 0.0143488 0.00733954
internal_weight=128.26 29.0865 21.3509 7.73564 5.59802 19.4045 17.7151 8.93694 2.05977 99.173 8.77813 3.63975 0.966192 6.42222 98.2068 5.48251 3.54831 2.74148 1.9342 1.80254 92.7243 90.738 88.3182 17.3403 15.562 13.4431 12.2285 70.9779 12.3771 10.318
internal_count=2900 362 276 86 66 248 222 99 45 2538 123 43 59 92 2479 262 188 179 74 149 2217 2146 2126 536 510 472 456 1590 183 172
is_linear=0
shrinkage=0.0574375


Tree=615
num_leaves=31
num_cat=0
split_feature=13 16 3 13 13 3 16 16 15 18 6 13 8 13 5 10 5 9 13 2 17 0 8 5 0 16 5 13 13 6
split_gain=0.733245 2.9932 2.43776 1.66947 1.21156 1.75728 1.70713 1.20761 1.45707 1.35836 1.28217 2.22422 1.50322 1.25793 1.11401 1.00448 1.51859 2.93793 1.1535 1.36088 0.992179 0.978994 0.960006 1.33032 1.23402 1.42644 1.62842 1.21108 1.07873 1.82736
threshold=112.82921081865001 19.974953289850003 89.227236891450005 113.92610173585001 109.72404167800001 86.130133125200004 19.214955067100004 18.684956306450005 29.049007317550004 14.025183600500002 14.775345223550003 107.97116697695002 7.943800736700001 108.61908538635001 20.206488238950005 62.837331883000012 21.042547594650003 197.19111486365003 115.63864956495001 132.99388411665004 200.23903127160003 88.76213363490001 8.543332867800002 21.850554661550003 86.280686780500005 22.764946765650006 21.324133279950001 117.51519334005 117.68187774410002 20.305474434200004
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 7 8 13 -10 11 -9 -13 -1 21 16 17 -16 19 -17 -11 -5 24 -24 25 26 -18 -26 -25 -30
right_child=2 -3 3 14 5 -7 -8 10 9 20 -12 12 -14 -15 15 18 22 -19 -20 -21 -22 -23 23 28 27 -27 -28 -29 29 -31
leaf_value=-6.3494152711654234e-05 0.0013366909065362126 -0.0018211336865925657 -0.0013976256102893336 0.0015115787287832154 0.0018482684289232952 0.00011823832819712872 -0.0016032140810995784 0.0013863848756639245 0.0012148300094054973 -0.0024132502694698579 0.0018353770335409853 0.00061156682548279293 -0.0022967537301188863 0.0013176986659837347 4.8245163247494153e-05 0.00089292392243994897 0.0014523347636099145 -0.0024962165760097901 0.0015929045343108642 -0.00112743029879072 -0.00034869508901556141 8.1279621354106926e-05 -0.0018147532336481355 0.00035912165403398437 0.00020805019889188125 0.0015399435891839523 -0.00031726915418059799 0.0012121500375016196 -0.0017605344734923547 0.00042755011878531688
leaf_weight=45.126582585158758 7.1148248165845862 3.4084258489310733 2.6228304569376624 4.3717488739639512 3.3524602930992824 6.9100984021788463 2.5856806100346139 2.9219606481492502 0.77879490796476503 2.3527060619089757 2.6723920181393623 1.188731197267771 1.60693610785529 2.6860628408612675 5.4759155847132188 3.5823977685067785 2.2243124321103158 2.5604133876040578 3.6067754104733467 1.9960026233457027 1.4443703212309627 3.1768519729375839 1.8563645156100417 9.3046927987597865 9.7580074705183524 2.1365218982100478 19.762252818414709 8.7680100332945567 3.0672388677485278 2.8134016841650009
leaf_count=1484 54 49 43 28 17 65 39 24 12 85 13 16 40 39 38 40 11 26 20 20 47 19 21 102 55 15 355 48 50 25
internal_value=0.000117113 -2.4772e-05 0.000233146 0.000142986 5.83875e-05 0.000683386 -4.28381e-05 2.35445e-05 -8.70623e-05 -0.00114409 0.000714189 0.000190151 -0.00106012 1.40998e-05 0.000190828 0.00012028 3.77592e-05 -0.000762433 0.000728751 0.000170023 -0.00162791 0.000909633 0.000145491 -0.000247888 0.000302677 1.03891e-05 -0.000138244 0.000683271 -5.63434e-05 -0.000713716
internal_weight=171.234 77.0352 94.1986 87.0837 73.6268 10.2626 63.3642 60.7785 52.3885 4.57587 8.39002 5.71763 2.79567 47.8126 84.4609 76.9123 67.7271 8.03633 9.18518 5.5784 3.79708 7.5486 59.6908 17.0417 42.6491 24.1231 21.9866 18.526 15.1853 5.88064
internal_count=2900 1930 970 916 1881 82 1799 1760 1667 144 93 80 56 1523 873 826 746 64 80 60 132 47 682 198 484 381 366 103 177 75
is_linear=0
shrinkage=0.00196078


Tree=616
num_leaves=31
num_cat=0
split_feature=15 13 10 15 16 19 10 10 19 6 6 6 9 9 15 5 10 4 16 10 18 6 15 6 16 17 16 16 19 13
split_gain=0.175139 0.356444 0.416703 0.337122 0.410696 0.626901 0.647287 0.252823 0.180157 0.407098 0.428689 0.48582 0.390488 0.447412 0.402079 0.412273 0.459965 0.548373 0.51009 0.374927 0.363317 0.589349 0.758038 0.647821 0.471769 1.01963 0.570797 0.873224 0.448932 0.821984
threshold=11.896459116400001 83.635243980150008 90.235408690400007 12.389956812050002 11.934972090850001 10.650859343850001 86.162394622750014 88.16529592995002 11.950964240300001 13.075305502400001 11.945279099550001 5.1551204485500008 210.70699256735003 201.97224908750002 17.382777826050003 23.234643166550004 78.285212300550015 331.95656290250002 14.034967180100002 72.496961945650014 15.312071772700003 14.185331438000002 22.863620006050002 13.825323026450002 14.994964935250001 206.58076374065004 18.764956119400004 15.689963310050002 12.651020723000002 108.36905878025001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -1 12 10 11 -10 13 14 -6 16 -16 18 -18 -12 21 22 -11 -24 -22 -26 27 -27 -23 -30
right_child=3 -3 -4 4 8 -7 -8 -9 9 20 19 -13 -14 -15 15 -17 17 -19 -20 -21 24 28 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.011459670518730343 0.031416629189458381 -0.059309086359450917 -0.055962141253116653 0.024172489412651613 0.023754490889718104 -0.057407178880989 -0.058214411570532212 0.044220471122962617 -0.056054296771717076 0.014740335413984689 -0.0060904604896714369 -0.0013665795258264433 -0.027772992364863566 0.042216550714152347 -0.050911076365062508 0.03537279494610239 -0.059600879767211075 0.035607479811021581 0.032146803763103041 -0.058034175208416271 -0.022332374217910549 0.022799777344769085 -0.010617227143591796 -0.062285164199549478 0.036565996864149644 0.02696543138436519 0.018255459970476205 -0.05942136404827076 -0.029346117918998216 0.0014460112590570088
leaf_weight=0.51513371011242159 1.0714902377221722 0.45033168973895943 0.33269538190143066 1.0176899922662408 2.2665130594396024 0.94189499875938043 0.40684326330665488 0.48027010657824576 0.5323104193666931 1.3415298517793406 0.74409385537728645 7.0809693997143768 0.77942636120133091 1.3246016245102508 0.81329328240826804 0.56124567915685464 0.57126526825595625 0.72149802182684653 0.27292985643725842 0.9830264353659004 1.0302757770987216 2.8425749350863034 1.5497927819378676 1.4147907444275913 3.8686111927963793 0.54750490747392211 1.5071962941437957 1.0229765714611856 2.7243710762122637 87.654502188655897
leaf_count=36 36 64 195 56 67 145 82 8 154 22 15 234 26 24 32 25 59 28 6 61 19 76 30 33 56 7 18 54 78 1154
internal_value=0.000338752 -0.0168646 -0.00247259 0.000582356 0.000317032 -0.0224624 0.000642989 0.0154053 0.000758321 0.000223399 -0.0108235 -0.00519027 0.00916138 0.013569 0.00628102 -0.00718861 -0.0172296 0.000266103 -0.0299387 -0.0356553 0.00120139 0.00027489 -0.019693 -0.0352748 0.0125295 0.0177003 -0.00601375 -0.029305 0.00119725 0.000517817
internal_weight=127.372 1.77843 1.3281 125.593 124.522 2.36643 1.42453 0.995404 122.155 114.845 9.3404 7.61328 7.31077 6.53135 5.20675 2.94023 2.37899 1.56569 0.844195 1.72712 105.504 97.5276 4.30611 2.96458 7.97656 6.94629 3.07768 1.57048 93.2214 90.3789
internal_count=2900 303 239 2597 2561 283 138 44 2278 2011 464 388 267 241 217 150 125 93 65 76 1547 1393 85 63 154 135 79 61 1308 1232
is_linear=0
shrinkage=0.0552071


Tree=617
num_leaves=31
num_cat=0
split_feature=9 19 9 6 18 5 6 7 12 17 7 15 7 15 7 7 2 16 2 4 9 4 4 3 19 17 19 7 0 18
split_gain=0.165482 0.858265 1.1931 0.886637 0.824927 0.774733 0.715048 1.12282 0.854349 0.694844 0.73285 0.623106 0.566743 1.4713 0.767239 0.799246 0.430874 0.703052 0.385976 1.04559 1.08127 0.891357 1.42261 1.02937 1.18245 1.57707 0.771882 0.475609 0.694675 0.377733
threshold=195.74493321760002 14.451165964200003 195.39349636155001 16.485385178400005 13.216310940950001 21.746930049350002 16.485385178400005 22.726915405250001 98.870599058600007 184.84480138465003 22.343045670750005 20.742056627150003 23.974509389900003 24.374738716350002 23.824098587650003 23.633329316050006 101.83220382945002 19.314954833200002 234.61110956795002 256.08338064055005 189.78071820640002 208.63771838305004 203.63782228400004 93.716961969300016 14.151141757350002 178.84025369870002 12.751028791950002 22.535351262400003 85.737618238150006 15.008481731450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 12 8 -8 10 11 -10 14 29 15 18 -13 -18 19 21 26 22 23 24 25 -1 -21 28 -23 -14
right_child=-2 3 -4 4 -6 -7 7 -9 9 -11 -12 16 13 -15 -16 -17 17 -19 -20 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.026161026665121684 0.0019680481293405543 0.0076818869419778679 -0.052258361177010243 0.0042532054847608872 0.039217690895525216 -0.03497350901267101 -0.047042474719436109 -0.048025854432915467 -0.065542917060603709 0.025875957037074685 -0.067318115103810472 0.045792369984271539 -0.056060857433565453 -0.059988113564725103 0.038693051801958381 -0.045834136433272145 0.013903283879176258 -0.044714113019668031 0.017128772706376499 -0.034827708695754717 -0.066925467293180108 0.042096676275401139 -0.056562078057092235 -0.036108252759562004 0.03629317699194707 -0.045657652492310574 0.024644149512455058 0.03450410344128102 -0.016013704208813442 0.0020034444469460362
leaf_weight=1.7081739493296608 70.05523823911426 3.5606731809675676 1.415410793502814 3.622073472244665 3.6832625139504671 1.703782277763821 1.1697654943563955 2.2813937519094907 0.37839450940373387 2.0874273105873726 0.54238799985614594 0.5760519671312071 0.32088270343956438 1.4355766035441773 1.5870935676794022 0.93406408815644582 1.822897855032352 0.79538408922962833 4.3868833879096192 1.1947394199378321 1.1504875421524046 0.85775280994130243 1.217283554957248 1.4209797467046881 3.0413307398557663 1.6050085773167664 1.1680865662056019 3.3786553112149704 1.5865730253572108 5.5080346633912995
leaf_count=20 1232 31 19 38 29 36 27 39 53 27 11 14 26 64 20 24 108 53 137 101 12 21 25 40 24 32 28 46 44 519
internal_value=0.000281632 -0.00182277 -0.00527766 0.0101529 0.0218819 -0.00612306 -0.00370023 -0.0161322 -0.00626262 0.00142824 -0.0109731 -0.00241914 -7.64167e-06 -0.0128118 0.00367804 0.00132827 0.00505838 -0.00390356 0.00326755 -4.99926e-05 -0.0255657 0.00600065 -0.00426731 0.00391964 0.0128706 -0.00863017 -0.0054272 0.0218581 0.00437815 -0.001193
internal_weight=126.196 56.1405 43.5707 12.5698 7.30534 5.26446 42.1553 9.6537 7.37231 6.20254 4.11512 3.57273 32.5016 7.26449 25.2371 23.65 3.19433 2.61828 22.716 18.3291 3.51331 14.8158 8.99278 7.77549 6.35451 3.31318 2.36283 5.82298 2.44433 5.82892
internal_count=2900 1668 1534 134 67 67 1515 332 293 266 239 228 1183 609 574 554 175 161 530 393 141 252 141 116 76 52 129 111 65 545
is_linear=0
shrinkage=0.0520229


Tree=618
num_leaves=31
num_cat=0
split_feature=13 8 18 10 13 7 7 3 8 5 18 2 7 5 5 5 9 6 7 9 0 13 16 5 3 6 13 4 10 16
split_gain=0.921139 0.9431 0.778423 1.44469 0.607056 0.571858 0.548861 1.19648 0.982776 0.554423 0.645115 0.673829 0.623152 0.494776 0.467252 1.20621 1.05914 0.853961 1.99799 1.82604 1.21483 1.7378 2.64741 1.63661 1.59747 1.3853 1.40734 1.60496 2.11905 1.36072
threshold=95.870416931800023 2.9476996444500005 17.327266398450003 81.524804347700012 73.376087754350024 26.752366550650006 20.562096111400006 75.559115756250023 2.0484014478500003 5.2595069053500012 16.433295803950003 285.16564649850005 22.087764922150004 9.9970238968500009 23.606333875400001 23.151456684850004 226.28914430085004 16.455384477450004 23.282607548150004 197.89372115420002 86.001087134900004 112.82921081865001 19.974953289850003 20.950952025950006 92.017856430850017 14.815346158200002 107.97116697695002 161.23541642690003 70.085415002650009 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 4 3 5 -1 14 -6 8 9 10 -8 -12 -11 -14 15 17 -16 20 -19 -20 -2 22 23 25 -25 26 29 -28 -29 -22
right_child=2 -3 -4 -5 6 -7 7 -9 -10 12 11 -13 13 -15 16 -17 -18 18 19 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0020631588059830687 -0.00068605445224461401 -0.001560068669625475 0.0010634853163159371 -0.0018963743166992059 0.0013937043262152215 -0.00091617936849955925 0.0010650476737318309 -0.0018281242785392149 0.0018875017570941905 0.0020181485920290031 -0.00204806535559294 0.00043554183427375979 -0.0020664663884867643 0.00036926123900962271 -0.00018707177229319988 0.0009592376407421999 0.0015724164520472706 0.00011826426564898665 0.00044718646351432807 -0.0021318776910661656 0.00012966662907008385 0.00067146772867360737 -0.001695098215953049 -0.0024177052030024239 0.001144330865460258 0.00080644362621645651 -0.0027171102778784759 0.0013381642210006561 -0.0010023581349129711 0.0015025909761847819
leaf_weight=0.59143479575868596 4.9547285105800247 2.2098308912973144 3.6063544754870227 1.3254388932837162 0.95408691465854545 1.8756601056084026 1.923584555741398 1.3976431962801141 1.0715789338573811 0.22806787863373745 0.71231746859848488 1.0234208285110069 1.2404126002802511 0.43240804411470879 21.922327579406559 7.9633080139756194 1.3993021473288525 20.45371156628244 1.5687477402389038 3.2258865870535374 24.103436983888972 32.442931933328509 2.9908810667693606 1.681366176286246 0.67975599132478226 13.779980390798299 1.2172833597287516 2.1558587402105331 4.7951813125982881 3.1366317793726912
leaf_count=127 65 260 54 58 12 48 28 87 9 3 88 43 109 7 574 64 12 156 11 40 470 210 41 63 7 96 21 9 102 26
internal_value=0.000123047 -0.000405455 0.000163157 0.00014175 -0.000138978 0.000159718 -1.2299e-05 -0.000179366 0.000168109 -0.000163257 0.000282997 -0.000583688 -0.00102232 -0.00143685 0.00017331 0.000220794 -8.15021e-05 0.000170614 -0.000148791 -0.00128804 0.00025833 0.000312124 9.83703e-05 0.000202427 -0.00139221 0.000278972 7.36943e-05 -0.000640167 -0.000276447 0.000287756
internal_weight=167.064 11.7848 155.279 151.672 9.57496 150.347 8.98352 8.02943 6.63179 5.56021 3.65932 1.73574 1.90089 1.67282 148.471 125.15 23.3216 117.186 25.2483 4.79463 91.938 86.9833 54.5404 51.5495 2.36112 49.1884 35.4084 8.16832 6.95104 27.2401
internal_count=2900 773 2127 2073 513 2015 386 374 287 278 159 131 119 116 1967 1381 586 1317 207 51 1110 1045 835 794 70 724 628 132 111 496
is_linear=0
shrinkage=0.00196078


Tree=619
num_leaves=31
num_cat=0
split_feature=16 15 6 13 13 3 10 15 16 13 16 3 16 13 10 5 5 9 10 8 5 16 0 3 6 3 10 9 13 6
split_gain=0.747351 0.897821 0.861361 1.0315 1.63879 0.780106 1.65011 1.61821 1.18689 1.33955 2.83438 1.86451 1.34559 0.910451 0.96783 1.25261 1.64818 1.80129 0.998995 0.903166 1.2917 1.04094 1.59645 1.36859 1.19181 1.02768 2.19798 1.33003 0.855806 1.94035
threshold=18.594956516900002 32.540328261750005 15.675366252400002 108.61908538635001 107.97116697695002 83.511574906150017 70.182199495350019 27.122924609850003 19.214955067100004 112.82921081865001 19.974953289850003 89.227236891450005 19.774953757550005 113.92610173585001 62.837331883000012 20.206488238950005 21.042547594650003 196.16158123080001 64.434276012450013 8.543332867800002 21.850554661550003 22.764946765650006 86.135510041400025 93.673946639200011 16.395383075500003 93.932038619750017 61.917879202350001 186.67271206880002 117.68187774410002 20.305474434200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 8 -8 -7 10 12 -11 -10 -13 15 -15 17 -17 -16 21 -21 22 23 -18 -25 27 -27 -26 -22 -30
right_child=5 -3 -4 -5 -6 6 7 -9 9 11 -12 13 -14 14 18 16 19 -19 -20 20 28 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-6.0208894666325455e-06 0.0011070154666566324 -0.0020605452084796229 -0.0015258881380590984 0.0010762385607910503 -0.0022208311011435757 0.00095826063132298603 0.001169758069352861 -0.0017113702832929462 -0.00073544506495711091 0.0012697384893294314 -0.0023117768304637739 -0.0010643972560799358 0.0010583129279567837 0.0013015296791485653 0.0012503730737941138 -9.2476572059130033e-05 -0.0014634320288387261 -0.0020538574312750349 0.00012533262851835691 -0.0017430483252593464 0.00036216203215697909 0.0016143923981735799 0.00061222965583610021 -0.0016994058168317879 0.001728601967229752 0.0002988742656326723 -0.0024796099407745397 -0.00013887099073136281 -0.0016972435125269499 0.00057910916585400042
leaf_weight=42.191836055062595 3.6404179269447914 0.86097394448006426 1.4554915503831569 3.222519905306398 1.3247565701603878 7.9977874225587575 0.98214323446154495 3.1640720292925835 3.2923457291908544 6.3455191212706259 2.5222647860646248 2.2475846372544757 3.1425108723342419 3.2220961041748515 6.319211367517708 5.0359343625605097 2.7696200488135245 2.8017390538007021 5.8378422111272812 1.8918653763830686 8.8420379454037157 2.2780663706362239 20.638445343822241 1.3528830417199049 3.0573963625356537 5.0832045910647139 1.3950405080104245 2.8174528023228049 3.0103630586527279 2.7592086205258965
leaf_count=1463 31 70 193 29 34 77 8 72 35 53 42 16 14 25 44 36 35 28 37 21 102 17 127 22 15 98 45 36 50 25
internal_value=0.000126053 -7.58912e-05 -4.04363e-05 5.82183e-06 -7.34454e-05 0.000214153 0.00018428 -0.0010289 0.000232341 0.000172279 -0.000550008 0.000246044 0.00014055 0.000166203 0.000201164 0.000108752 4.845e-05 -0.000793613 0.000710126 0.000166524 -0.000218548 0.000327851 0.000248883 -0.000206269 4.77707e-05 0.000239118 -0.000299451 0.000833002 -2.11603e-05 -0.000608613
internal_weight=161.503 49.0556 48.1946 46.7391 43.5166 112.447 108.807 4.14622 104.66 96.6626 8.95712 87.7055 6.43486 81.36 79.1124 66.9554 63.7333 7.83767 12.1571 55.8956 16.5035 39.3921 37.114 16.4756 13.706 12.3531 6.47825 5.87485 14.6116 5.76957
internal_count=2900 1789 1719 1526 1497 1111 1080 80 1000 923 91 832 49 779 763 682 657 64 81 593 198 395 378 251 216 194 143 51 177 75
is_linear=0
shrinkage=0.00196078


Tree=620
num_leaves=31
num_cat=0
split_feature=16 18 6 6 19 0 2 18 0 9 7 0 2 17 13 13 9 8 17 19 19 7 17 8 17 10 3 16 18 7
split_gain=0.779489 1.78714 3.3805 1.13301 1.50169 0.989599 0.899841 0.955221 1.17953 0.885102 1.33473 0.877365 0.864013 1.12968 0.840057 1.74919 1.35161 1.06294 1.12527 1.23743 3.94349 0.91819 0.964617 0.862714 0.787545 0.741053 0.731374 0.727087 0.629158 1.86791
threshold=22.624947093000003 13.5308213324 16.395383075500003 16.495385412050002 14.351157895250003 85.775256651950016 325.75432260090003 13.954623666350001 92.031298721500022 199.21354841250005 24.252468908850002 85.716110573100011 163.32842070695003 188.16174763880002 117.38883580790001 117.30011668960002 202.64563922830004 8.1436447804000007 186.52991945525002 14.351157895250003 14.251149826300002 23.046547257250005 193.01551328760004 8.4434108459500017 181.85746889350003 62.116825104000007 70.523633677900008 22.824946625350005 13.565012728250002 23.031046061850002
decision_type=2 2 2 2 2 2 2 2 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 11 5 -5 14 -8 -9 -3 -11 -4 13 24 15 28 17 21 -19 20 -20 22 25 -21 -6 -16 -10 -14 29 -1
right_child=1 9 3 4 12 -7 7 8 26 10 -12 -13 27 -15 16 -17 -18 18 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014165930073311615 -0.0020679385825220979 0.0018203576357271867 -0.00013581357759500666 -0.00019388863231651878 0.00070906896693619201 -0.0021673587408072765 -0.0022536722039249286 0.00097934143263576413 0.00027457097601475618 -0.00049164068386375187 0.0011698846869904866 0.0012194196114461318 -0.0015728525022416428 0.0012124854049089273 -0.00050019304560584464 0.0015883964438715224 -0.0014320074925701762 0.001200011525371405 0.00080275665065872423 0.0005493481307206426 -0.0027297842609218608 -0.0030585900215080166 0.001441171205426546 -0.00045676707353800691 -0.00077202398009245299 -0.0033935349818485327 -0.0015987630578668123 0.00031242858745147859 4.45179106365562e-05 0.001625996544606545
leaf_weight=16.021363153151473 2.3453344833105829 3.2325014546513549 2.3255933499895054 2.0714127367245996 2.4884029515087587 1.5993721969425676 1.0925137240701577 1.6771164715755729 1.1215671804093292 2.4951916635036451 5.5080883465707302 6.2745659397915006 1.3978352056583383 4.969132867641747 1.0644777200650493 2.9658006276004008 2.8883213506778693 2.7717335936613408 2.2667687879875329 8.6594580911332724 2.2234344991156831 0.68052135407924641 0.61738485097885121 4.6540647973306468 2.6154566155746579 0.44622125383466471 2.1771390272770077 1.513114091241732 79.22954102283984 3.7082377327606073
leaf_count=371 28 20 38 27 25 16 43 18 62 23 43 39 26 29 66 18 34 17 14 61 26 7 3 42 28 5 87 20 1645 19
internal_value=0.000119242 0.000354394 9.64428e-05 0.000297442 1.05898e-05 -0.00105374 5.12246e-05 -0.00065792 -0.000307549 0.00098804 0.000651869 0.000852947 0.000311493 0.000572844 8.47926e-05 0.000162248 -0.000215701 -6.54667e-05 8.29878e-05 -9.09135e-05 -0.000946468 -0.00115302 -0.00054366 0.000197636 -4.99124e-05 -0.00135481 -0.000961825 -0.000592882 0.000119507 0.000420645
internal_weight=173.102 38.836 27.6002 25.2549 16.6547 3.67078 134.266 6.06834 4.97582 11.2358 8.00328 8.60016 12.9839 10.073 128.197 101.925 26.2724 23.3841 20.5755 17.8037 4.4902 2.80861 2.12808 13.3135 5.10386 1.5107 3.29871 2.91095 98.9591 19.7296
internal_count=2900 362 276 248 171 43 2538 210 167 86 66 77 128 82 2328 2053 275 241 160 143 40 81 74 103 53 71 149 46 2035 390
is_linear=0
shrinkage=0.00188464


Tree=621
num_leaves=31
num_cat=0
split_feature=16 6 15 13 13 0 6 6 4 10 18 14 16 18 5 15 7 3 18 13 17 13 3 15 0 10 17 16 6 0
split_gain=0.85402 1.03237 0.887696 1.24349 1.74661 0.827855 1.19489 1.12664 0.955356 1.52626 0.952689 1.98562 0.94602 1.52127 0.930382 1.15536 0.9544 0.927953 2.59788 1.11408 1.10517 1.44388 1.31093 0.943713 0.922479 0.948581 1.26736 0.798362 2.31579 0.935786
threshold=18.594956516900002 15.675366252400002 32.540328261750005 108.61908538635001 107.97116697695002 86.530713386650021 16.375382608200002 16.285380505300001 248.34582299520005 62.041548276350007 13.954623666350001 161.53444867420004 22.654947022900004 14.117867417450002 19.221712148250003 33.349666957650008 23.856905110850004 85.622014538550019 15.042884401850001 109.57886493895002 200.83528241485001 112.82921081865001 89.324021384150015 30.416602988400005 86.280686780500005 61.944763783650011 192.34053301495001 22.674946976100003 16.555386813950005 86.232294534150014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 27 24 14 -12 13 -13 -7 -16 -17 18 19 -15 23 -22 -23 -19 25 -10 -27 29 -29 -8
right_child=5 -3 -4 -5 -6 10 8 -9 9 -11 11 12 -14 17 15 16 -18 20 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3.9892547499059163e-06 -9.9650902066624126e-05 -0.0014570503056467686 -0.0020169039832596556 0.0011306653484897127 -0.0021915587970730817 0.0013208452955851312 0.00073649784885519698 -0.002350586066486499 9.1954635281688672e-05 -0.0016124997373482485 -0.0020602437505745337 -0.00099576516439429008 0.001514934981889627 -0.0022266880515661395 -0.00058397154873868532 0.00081790179316792826 -0.00014350088621736758 0.0019268130025062952 0.00069714519658068015 0.00019453192186649017 -0.0011122746806288839 0.0015134150133350685 -4.0937987934673662e-05 0.00052637640736591352 0.001013185106259063 -0.0023544975833095366 -7.701786526802479e-05 -0.0018078950876369286 0.00038514122226918817 -0.00021177035130648278
leaf_weight=46.250870664429385 1.9172403300181025 1.9126610029488791 0.80895782937295635 3.4296766601037225 1.3892614981159557 5.5596212632954147 17.25172642222606 1.4380341502837835 10.285244611557578 2.523495608707889 1.4478868208825577 3.7158935666084316 2.0191155374050131 2.3772581070661567 3.4362137988209751 17.829805918037895 4.8546920400112858 3.1799789015203741 4.7234621718525887 0.99671960249543179 2.4893002193421117 3.2434883965179306 5.2516861846670508 4.0337267611175776 2.7314959019422522 1.5685122204013162 2.1277948766946793 2.3282527700066549 7.5477410000748932 4.9488636106252661
leaf_count=1463 22 197 66 29 34 36 158 29 120 55 20 32 19 57 22 100 33 18 43 9 39 27 40 28 13 48 28 19 63 33
internal_value=0.000131146 -7.00813e-05 -1.89466e-05 1.27015e-05 -6.77822e-05 0.000221478 4.70378e-05 -0.00106438 0.000119711 -0.000218999 0.000367834 0.000141719 0.000241255 0.000155564 0.000606784 0.000454801 0.000612153 0.000318261 -0.000223105 -0.00151143 0.000559146 0.000175244 0.00055252 0.00114372 -8.59506e-06 -0.000208214 -0.00104346 0.000322838 -0.000131864 0.000525114
internal_weight=173.619 53.7914 51.8788 51.0698 47.6401 119.827 54.6684 3.35527 51.3131 19.2365 65.1588 33.4785 32.0306 30.0115 31.6803 26.1207 22.6845 26.2956 8.09744 3.37398 18.1982 10.9845 8.49517 7.21371 16.713 13.9816 3.69631 32.0766 9.87599 22.2006
internal_count=2900 1789 1592 1526 1497 1111 588 51 537 264 523 332 312 293 191 155 133 261 109 66 152 106 67 46 209 196 76 273 82 191
is_linear=0
shrinkage=0.00192234


Tree=622
num_leaves=31
num_cat=0
split_feature=16 16 9 15 16 15 15 3 3 16 13 16 19 3 0 15 5 16 18 5 16 10 10 5 9 9 8 5 0 13
split_gain=0.860834 1.17418 2.03254 1.13688 1.06396 1.82703 1.32252 0.954646 1.91719 2.20308 1.66268 2.91868 4.54494 2.63613 1.31703 1.28486 1.12469 0.879535 1.67279 1.00001 0.925842 1.04908 1.72088 0.931317 4.20444 1.6819 1.18898 1.60622 1.16816 1.73035
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 17.844958270700005 26.135540888150004 26.410889167300002 83.511574906150017 85.54673771085001 19.214955067100004 112.82921081865001 19.974953289850003 13.751109481500002 89.227236891450005 92.313586825200005 27.122924609850003 18.367178700250005 20.784951395750003 11.904475184000002 19.500380888400006 20.874951185300002 64.434276012450013 62.837331883000012 21.042547594650003 197.19111486365003 192.33792147965002 8.543332867800002 21.850554661550003 86.280686780500005 117.70876232545002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 -2 15 14 11 12 -11 -12 -10 -9 -17 18 -15 -19 -21 22 23 24 25 -22 28 -28 29 -25
right_child=7 2 -4 -5 5 -7 -8 8 9 10 13 -13 -14 17 -16 16 -18 19 -20 20 21 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-1.3908606690716787e-05 0.0010779682828374862 0.0013627451428794202 -0.0023264443314043332 -0.0019789142704197565 -0.00090166666408207012 0.001532608297282253 -0.0014756578119117464 0.00087375688003507471 5.4384257917226367e-05 -0.0019033186350333197 0.0013357047977783653 -0.002285722338072537 0.0012829606395586509 0.00045313522666116327 0.0016566588928895055 -0.0023124811743676938 -0.00049336556630731826 0.0013631031583082474 -0.0017743490781372167 0.0012963022665553874 -0.00050502742322127423 -0.0009296610316191522 0.0010763721680709815 -0.0003224357821423313 -0.0023601211974528819 0.0013693971600297762 -0.0018816497484244912 -5.91207352282861e-05 0.00068410601747408682 0.00089815699051571957
leaf_weight=42.73318484853371 4.1261244723573318 0.73000121081713532 1.9403575230389831 1.0479972580214951 1.5590794755844388 3.6800977454986423 2.3176726923556989 1.1995904631912697 2.6833448258112167 2.6014673383906466 6.8715350702404967 2.6723154848441482 4.0899750273674726 2.3909772527404121 5.6773396078497171 2.1752572013065219 2.7125023668631911 2.4156158696860066 2.3990013798465952 2.3510826779529443 3.8382395952939969 3.3872030377387992 6.3991921842098227 14.556919923459647 2.9604678731411695 3.0525050535798073 1.9346601143479372 15.306588072911834 17.869908446446061 5.7566227025818071
leaf_count=1483 31 22 74 59 45 24 82 10 41 30 51 39 18 33 32 39 41 15 47 15 30 23 43 174 31 19 21 177 103 48
internal_value=9.7953e-05 -9.949e-05 -0.00131792 -3.6113e-05 4.37318e-06 0.000808214 -8.91093e-05 0.000187241 0.000155367 0.000212741 0.000135672 -0.000620725 4.4214e-05 0.000213087 0.00114241 -0.000874 -0.00130295 0.000121924 -0.000662473 0.00016899 0.000131729 9.52525e-05 0.000143688 5.22538e-05 -0.000481706 0.000325317 0.00014716 -0.000263629 0.000332646 2.34661e-05
internal_weight=173.437 54.0084 2.67036 51.338 50.29 5.23918 45.0509 119.428 115.302 109.215 100.854 9.36376 6.69144 91.4905 8.36068 6.08735 4.88776 84.619 4.78998 79.829 77.4134 75.0623 71.6751 65.2759 9.85121 6.89074 55.4247 17.2412 38.1835 20.3135
internal_count=2900 1789 96 1693 1634 69 1565 1111 1080 990 917 87 48 830 73 90 80 779 80 699 684 669 646 603 80 49 523 198 325 222
is_linear=0
shrinkage=0.00188464


Tree=623
num_leaves=31
num_cat=0
split_feature=13 12 5 18 7 10 7 10 14 3 8 8 10 17 9 2 0 17 4 15 9 16 9 9 7 9 2 6 15 17
split_gain=0.187392 0.40257 0.989134 0.356505 0.375066 0.414621 0.317534 0.455339 0.365647 0.492345 0.394845 0.420127 0.368113 0.304343 0.215255 0.444622 0.666125 0.442822 0.974179 0.697152 0.989528 0.797078 0.432203 0.69552 0.348909 0.917516 2.06512 1.79839 1.17675 1.07118
threshold=95.99139754765001 216.11788648010003 2.7861270712500006 17.327266398450003 26.752366550650006 80.468240302450013 20.696106785750004 78.349735295650007 315.57679249195007 70.523633677900008 2.6479335789000005 1.8485574041500004 90.988176966900014 211.47438991805004 223.24918598180003 357.36576196840008 87.735142629050017 208.12573104970002 348.92759275185006 34.279674133750014 201.78065190905002 18.764956119400004 220.28141982375004 215.80505313260002 23.124786352450005 189.78071820640002 132.99388411665004 16.395383075500003 38.842471172100005 186.67336014325002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 14 -6 -3 -8 -9 10 11 12 -10 -5 15 17 -17 22 19 20 -19 -22 23 24 25 -2 28 -28 29 -27
right_child=3 6 -4 13 5 -7 7 8 9 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.024941747988077585 0.0049574396989770734 0.03857048965612607 -0.058014019796083796 0.051430859455919818 -0.048656218353559273 0.014757474649178351 -0.047570931613544691 0.038887878502521532 0.015099913462336299 -0.039020847492461243 -0.05730007996697313 0.054621694481217044 -0.057470274767570204 0.0080482571510154827 0.016283487901118832 -0.06662280913953611 0.011015460037110977 -0.067021519920182474 0.02316804884693734 -0.072168593690612501 -0.038207099915490206 0.033078304018111737 -0.031099808553002539 0.030154199963855703 0.0042991156981401542 0.012422663631500536 -0.10218503470559091 -0.023882873090177951 0.02497484457503418 -0.02699020231996907
leaf_weight=0.69394847283547223 24.423196174786426 0.60113963653566305 1.3279733192248384 0.79190492257475797 0.98221501288935431 0.49007419985719025 0.67736615652393073 0.7133387022186074 1.0040797393885448 0.9752370630740187 0.25149516915553238 0.64956884342245746 0.28442861752409943 1.4547185872215775 2.8699963540420859 0.75857740535866358 0.65128543484024704 0.86137150169815857 1.543924175086431 0.93211798579432059 0.82510879228357259 1.2522408943623302 1.2475123826879997 2.7568275545490897 59.686587690986926 3.7347361065330933 1.1440748650929879 4.9729009238653816 4.3632744841743252 5.275140130892396
leaf_count=77 627 17 297 13 44 14 54 19 41 86 66 9 118 39 50 28 21 28 29 17 45 15 27 55 814 50 18 97 36 49
internal_value=0.000593148 -0.00824657 -0.0295426 0.00111751 0.000697153 -0.027548 0.000103584 -0.00497246 0.00246789 -0.00574107 0.00908177 0.0176958 -0.000919415 0.02334 0.00105168 0.000669645 -0.0307578 0.00106169 -0.0146513 -0.029736 -0.016277 0.00476424 0.00185238 0.0022389 0.00149606 -0.00231382 -0.0114255 -0.0385279 0.000971377 -0.0106529
internal_weight=128.196 7.17858 2.02192 121.018 118.771 1.47229 5.15665 4.55551 3.87815 3.16481 2.18957 1.93808 1.28851 2.24662 117.299 114.429 1.40986 113.019 5.41476 3.87084 2.93872 2.07735 107.604 106.357 103.6 43.9133 19.4901 6.11698 13.3732 9.00988
internal_count=2900 784 374 2116 2064 58 410 393 339 320 234 168 159 52 2006 1956 49 1907 134 105 88 60 1773 1746 1691 877 250 115 135 99
is_linear=0
shrinkage=0.0563112


Tree=624
num_leaves=31
num_cat=0
split_feature=0 10 12 6 10 10 18 0 18 15 9 9 17 3 16 6 3 10 18 3 5 15 15 5 4 14 13 17 8 0
split_gain=0.186086 0.481621 0.716907 0.726565 0.540049 0.886634 0.384751 0.355678 0.355545 0.330247 0.444432 0.994092 0.442096 0.437425 0.358575 0.313812 0.890518 1.30213 1.63179 1.54715 1.107 0.996167 0.876678 0.865931 1.14931 1.76195 0.774956 0.761499 0.697642 1.58917
threshold=85.716110573100011 62.00390986255001 115.61167718145002 16.455384477450004 61.971648364950006 61.928633034850002 13.400856420150001 85.328972602300013 13.042786209850002 20.742056627150003 191.62448690950001 205.70977008025002 167.86887396990002 108.48197402175002 21.084950694200003 14.835346625500001 86.302194445500007 66.697957758300021 13.583580954200002 89.227236891450005 18.152162791050003 32.393814985100008 38.469938489650012 21.197160116700001 195.32149859550003 228.98450747040002 115.63864956495001 206.02826764000002 8.543332867800002 86.135510041400025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 8 5 6 7 9 -4 12 13 -12 -1 -11 -15 22 20 19 -19 -18 -17 -20 26 24 -21 -26 -2 -24 -25 -30
right_child=15 2 3 -5 -6 -7 -8 -9 -10 10 11 -13 -14 14 -16 16 17 18 21 23 -22 -23 27 28 25 -27 -28 -29 29 -31
leaf_value=0.017927133878540797 -0.0015716819549522389 -0.057285453395639181 0.047075062411924544 -0.055044141615809075 0.032222776799862907 -0.046874290852510936 0.023934768841381831 -0.033874866574741223 -0.0082545801837453463 0.016038301504648834 -0.047547172289405984 0.0093786419367120847 -0.060614523697988254 -0.051690931525718943 0.029597832044425735 0.04060481457342939 0.033310750945564183 0.019856923234448178 -0.053513029434579786 0.0034741953329941915 0.00025170443352475163 -0.0048393223102822843 -0.063747873958361151 0.010381392355818987 -0.070341310874528148 -0.0095311860267385789 0.046845328560375661 -0.0017160231657870925 0.019760604788706736 -0.019448683118790246
leaf_weight=0.28333923077298173 39.547646561492002 1.0040705832070664 0.54701212540385291 0.48648458631942038 1.14112961932551 1.0875737239839498 1.5033047470496956 0.86257111621671434 0.6189480185857974 4.9276235777069797 1.2389316228218379 2.0135639975778759 0.48745901676011272 0.45760151652211778 0.19285967946052551 3.4108717436902216 4.138195425271987 1.8373232483863819 2.915079836267978 8.3733668401837331 3.3881663337815553 1.6443332312628625 1.0525199335534114 24.703005565912463 1.5882093720138062 4.7673321045003831 0.84419413655996223 0.93377060024067748 4.1353526869788748 6.8917495803907514
leaf_count=25 1612 49 15 51 22 26 25 19 37 95 21 34 45 113 3 33 39 16 39 64 41 18 37 218 14 47 8 20 44 70
internal_value=0.000472204 -0.0044212 -0.023962 -0.00371368 -0.000764503 -0.00364794 0.000280434 -0.00311787 0.0177034 -0.000354714 0.00238511 -0.0123054 -0.0317432 0.0109509 -0.0275891 0.00122073 0.00333069 0.0014173 -0.0199271 0.00391806 0.0204956 -0.0359591 -0.0021546 0.00150754 -0.00869476 -0.0247272 -0.000559761 -0.0345862 0.0057132 -0.00474453
internal_weight=127.024 16.8525 2.65652 1.65244 14.196 13.0548 11.9673 10.4639 1.16596 9.60138 8.83058 3.2525 0.770798 5.57808 0.650461 110.171 67.793 60.9939 6.39674 54.5972 6.79904 4.55941 42.3781 50.459 14.7289 6.35554 40.3918 1.98629 35.7301 11.0271
internal_count=2900 580 152 103 428 406 380 355 52 336 266 55 70 211 116 2320 643 569 73 496 74 57 1677 457 125 61 1620 57 332 114
is_linear=0
shrinkage=0.0500028


Tree=625
num_leaves=31
num_cat=0
split_feature=5 5 2 5 12 7 7 4 8 9 6 10 10 9 9 13 12 5 15 2 14 8 6 7 9 19 0 6 0 13
split_gain=0.178028 0.836741 0.603473 0.670313 0.861501 0.691592 1.05919 0.556683 0.613614 0.680503 0.522226 0.80733 1.30898 0.504289 0.508751 0.400969 0.3714 0.789773 0.74913 0.512506 1.4184 0.578934 0.442692 1.18996 0.899122 0.881267 1.16591 1.01331 0.800835 1.47583
threshold=23.606333875400001 23.151456684850004 357.36576196840008 25.556820288350004 202.12526968910001 21.725272673150005 20.778835947700006 122.51844363470001 5.9453602998000008 71.82068887245002 16.395383075500003 62.009286778800011 61.923256118600001 199.02473417820002 187.70546222865002 117.70876232545002 369.59988112290006 20.410615048800004 42.385947950200006 270.91232589630005 386.55805551320003 8.4434108459500017 16.455384477450004 23.282607548150004 199.46724415935003 14.351157895250003 86.232294534150014 16.515385879350003 86.280686780500005 117.07428620665002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 15 6 7 -5 9 -9 -6 12 -12 14 -3 -2 18 -18 19 22 -21 -22 28 25 -25 26 -24 -27 -1 -30
right_child=2 13 -4 5 10 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 20 21 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=-0.015895413767289462 -0.066681363061522614 0.029478379391028486 -0.051499838380423005 -0.071068860510081391 -0.035162319740819493 0.029630900466013115 -0.063524500409113033 0.0098843674408316609 0.046437722891096635 -0.054264471020335957 0.0090218369461817615 0.030986463594451605 -0.060923587554753862 0.040986940845519411 -0.0082105808502851377 -0.0097197526690279475 -0.017873395226381934 0.050126816576486495 -0.034530604474530935 -0.070473536802670447 0.0039232691668581168 -0.060769361477905112 0.0037427869482156194 -0.0028740513353224806 -0.054093288111190192 -0.011541906296336751 -0.051368486798344132 0.019791627955499699 0.0013190770403604323 0.022756156357223247
leaf_weight=5.7127359147998495 1.0756722418009355 1.8721881011733774 0.7376842868179655 0.24921082705259134 1.2873119444993788 2.8054094155668281 0.70390851591946546 2.9875119732460012 1.0291328473249448 0.55160291520587623 2.469090527389199 1.8396557145752011 1.0841594302328301 2.144936422817409 2.1859868271276355 0.51434979075565923 0.80505975399864738 1.1944357752799986 1.7733506199874671 1.0642309089016624 4.0407004192675231 0.43105156370438624 2.5298559589718996 1.7019955893047147 2.2287106933072209 4.7016976452432555 1.887146226596087 7.6095813480205834 55.528828604587034 10.80157759413123
leaf_count=81 74 27 31 3 35 74 31 76 12 152 33 29 32 19 20 12 63 17 31 49 246 11 29 14 33 39 20 67 1469 71
internal_value=0.000454476 0.00125421 -0.004538 -0.00245069 -0.013151 0.008177 -0.00272374 0.00616024 0.0103733 -0.000113807 -0.00479559 0.00245309 -0.0123197 0.0201762 0.00917675 -0.0482551 0.000103601 0.0227478 -0.000349117 0.000267912 -0.0154159 -0.00231273 0.00120452 -0.00564314 -0.0319154 0.000530139 -0.0198033 0.0078253 0.00316814 0.00481
internal_weight=125.549 108.214 17.3347 16.597 8.27024 8.32678 5.52137 4.81746 4.56825 3.53911 6.68022 5.39291 3.55325 6.20311 4.05817 1.59002 102.011 1.9995 100.011 98.2381 5.53598 4.47175 92.7021 20.659 3.93071 16.7283 4.417 12.3113 72.0431 66.3304
internal_count=2900 2306 594 563 215 348 274 243 240 228 129 94 65 66 47 86 2240 80 2160 2129 306 257 1823 202 47 155 49 106 1621 1540
is_linear=0
shrinkage=0.0530633


Tree=626
num_leaves=31
num_cat=0
split_feature=16 6 15 13 13 0 6 2 5 6 16 9 7 18 7 17 8 17 18 9 7 0 19 13 5 18 12 13 13 7
split_gain=0.664973 0.860328 0.823289 0.962245 1.64881 0.693943 0.944023 1.0733 1.41385 1.02558 0.897174 0.928177 1.05871 0.857772 1.27703 1.27478 1.15011 1.0489 0.852083 1.44702 1.31161 1.26105 2.0596 1.49298 1.81902 1.47761 1.37325 0.969493 0.803904 1.64182
threshold=18.594956516900002 15.675366252400002 32.540328261750005 108.61908538635001 107.97116697695002 86.530713386650021 16.375382608200002 94.025623727450025 21.495293572000005 16.285380505300001 22.614947116400003 198.36365860590004 24.252468908850002 13.24392582145 22.940014114900002 189.37128582595003 8.6432548896500023 188.84204146815003 13.740383930250003 196.26893085885004 23.9444576715 90.337570099350003 14.551174033150001 112.82921081865001 19.385335982600001 14.117867417450002 189.99418254885003 111.26990510300001 117.38883580790001 22.995933042550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 -8 -9 -2 18 -12 -13 14 15 17 -15 -10 28 20 27 22 25 24 -23 -21 -26 -20 29 -7
right_child=5 -3 -4 -5 -6 10 7 8 13 -11 11 12 -14 16 -16 -17 -18 -19 19 21 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=5.3079734452315754e-06 -3.3684168073615353e-05 -0.0015112463105789089 -0.0020174489645513431 0.0010567834880599934 -0.002190427958891556 0.00023635541126069767 0.00058640952228819975 -0.0013772258587216525 -4.2948003925826491e-05 -0.0022979915867336574 0.0015425503494057341 -0.0004386225558270297 0.0010419609473146726 0.00064439588372612318 -0.0017999190056026044 -0.0015667745670064166 -0.0007780807505189468 0.0017503308707650627 0.00066905362045930467 -0.0023108436771800541 -0.0022674238570984887 0.00059362703426760655 0.00090686866310611691 0.001436626400531698 -0.002573287438651537 -0.00019779544847519092 -9.9478601514895373e-05 -0.0010814839598364476 -0.00021676562140729186 0.0016556624388280115
leaf_weight=40.556809773654095 1.720345048932358 1.4771504627715319 0.75047911811270651 3.0412165094166985 1.3044230476953078 7.2513756025582534 12.411885034292935 2.823039896786212 11.441657170595141 1.2961051467573268 4.2256395295262319 3.1123898811638355 4.1838583964854479 11.705257946043274 1.7654333552345622 1.8364816918037821 2.5597764684353015 1.347232462838291 2.2045054454356423 2.2362930327653912 1.6157023804262278 10.957984321750702 2.8081004321575165 4.8282437254674724 1.2858376139774912 2.6987342839129269 2.3352049966342747 2.4892735434696078 3.5050644241273394 5.1515294350683689
leaf_count=1463 22 197 66 29 34 50 100 26 191 29 27 21 38 104 32 33 41 10 15 20 44 101 15 43 17 24 33 25 23 27
internal_value=0.000123643 -6.73552e-05 -2.06365e-05 1.27373e-05 -6.31126e-05 0.000205628 3.51057e-05 0.000103579 -7.54249e-05 -0.00100661 0.000342594 0.000825604 0.000410383 4.44556e-05 -0.000255526 -6.91023e-05 0.000389141 0.000145963 0.000229865 5.57265e-05 -0.000773544 0.000248441 -0.000407451 0.000510129 0.000203294 -0.00115532 -0.000977932 -0.000259317 0.000596136 0.000825863
internal_weight=156.927 47.1301 45.6529 44.9024 41.8612 109.797 48.9072 45.8908 33.4789 3.01645 60.8897 11.5219 7.29625 30.6558 16.3908 14.6254 14.265 12.7889 49.3678 33.4599 6.30948 27.1504 7.74313 19.4073 14.579 4.93503 3.62104 4.69378 15.908 12.4029
internal_count=2900 1789 1592 1526 1497 1111 588 537 437 51 523 86 59 411 266 234 145 201 437 337 84 253 59 194 151 44 50 40 100 77
is_linear=0
shrinkage=0.00192234


Tree=627
num_leaves=31
num_cat=0
split_feature=16 15 10 0 16 19 18 0 15 13 7 3 13 3 16 6 13 13 0 6 9 18 13 10 10 9 13 3 2 2
split_gain=0.894957 1.00878 0.951292 1.49596 1.8464 1.91765 1.99076 1.58217 1.34462 1.35616 1.85046 1.28048 1.85071 2.73824 2.53068 0.87705 1.0532 1.88811 0.712457 0.649755 1.27842 1.45916 1.15464 1.45347 0.868149 0.769167 0.981227 0.811866 0.77371 0.766541
threshold=18.594956516900002 32.540328261750005 71.787208999250012 94.047642319350018 19.214955067100004 13.751109481500002 14.194363735100003 92.313586825200005 27.122924609850003 109.96062599345002 25.451258541350004 86.302194445500007 112.82921081865001 89.227236891450005 19.974953289850003 15.675366252400002 108.61908538635001 107.97116697695002 90.437043050150024 13.665319288000001 206.08249486475003 15.532509816950002 103.58091484995002 68.214248143850014 70.402653062050021 202.89977928865002 104.02719889955002 82.511468481600005 154.60082690140004 68.519383356500015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 7 6 -6 18 -5 10 -10 -7 14 -14 -13 16 17 19 -2 22 25 -22 23 -1 -24 26 28 -28 -21 -25
right_child=2 -3 -4 8 5 11 -8 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20 20 21 -23 24 29 -26 -27 27 -29 -30 -31
leaf_value=-0.0020618402001550749 0.00089504831028641132 -0.0020203076279692958 0.0013170989208958984 0.0010679215653893598 -0.00013345563347709672 0.0015981051185234157 -0.0026443532980157665 0.0016606888310607838 -0.0023412614179654334 0.00068826026172037649 0.00029288140097554459 0.00051246878316191203 0.0013954079269288008 0.0001523989965170685 -0.0023019704427844445 -0.0014969952757890154 0.00099193360272474399 -0.0021940708357569543 -0.0011803661708524916 -0.0022652097267097503 -0.0022821704821297116 0.00016071297330148249 0.0003493549488707127 -0.0021525456649592236 -0.0020874169677377236 0.0016001408062275768 0.0013899588151277597 -1.2836509567419976e-05 0.00046068163295038932 8.0401107649288482e-05
leaf_weight=1.2852357250812989 1.1760127176530644 0.98794258123962109 2.7749693226069203 1.3491355217993248 3.5173599036643273 2.4465337172150603 1.7461381983011959 5.7661885265260935 3.2420350210741162 1.2877763472497461 1.4159209076315162 2.2248238138854495 7.1171293668448916 82.056884996709414 2.5155201721936464 1.521736895199864 3.5613356744870535 1.5282262070104469 1.2727477140724657 0.82143054448533603 1.2824268229305733 3.0584730263799429 0.75558699108660166 0.58085218869382771 1.8961091926321385 2.5448140222579241 3.2218332402408123 2.8941149285528809 0.72387642512330785 25.912694288315834
leaf_count=54 32 70 28 9 50 14 23 32 64 10 12 9 48 735 36 193 29 34 9 20 24 44 13 29 66 17 20 38 29 1109
internal_value=0.000112977 -9.61368e-05 0.000204668 0.000178314 0.0002343 0.000163437 -0.000966433 0.00111092 -0.000664667 -0.00105781 -0.00154054 0.000225154 0.000189387 0.000251606 -0.000981047 -5.92882e-05 -1.55906e-05 -9.27453e-05 -0.000183652 -2.13473e-05 0.000312829 -0.000560985 -0.000181097 -6.54043e-05 -0.00139307 0.000684484 0.000380333 0.000726145 -0.000988306 3.14453e-05
internal_weight=172.486 52.5767 119.909 117.134 109.839 101.624 5.2635 8.21495 7.29487 5.94573 4.65796 96.3609 93.9144 89.174 4.74034 51.5887 50.067 46.5057 2.44876 44.9774 14.547 4.3409 30.4305 27.7788 2.6517 10.2061 7.66126 6.11595 1.54531 26.4935
internal_count=2900 1789 1111 1083 988 915 73 73 95 86 76 842 828 783 45 1719 1526 1497 41 1463 192 68 1271 1192 79 124 107 58 49 1138
is_linear=0
shrinkage=0.00192234


Tree=628
num_leaves=31
num_cat=0
split_feature=13 8 18 0 14 6 7 13 16 9 5 13 5 9 6 2 5 10 3 7 15 5 16 15 5 5 3 7 10 16
split_gain=0.938292 0.744716 0.6654 0.85489 1.07264 1.17621 0.866792 0.728639 0.72749 0.635346 0.631324 0.629446 0.568827 0.863711 0.640442 0.967029 0.680146 0.971124 1.77767 1.19412 1.78858 1.60608 0.931381 1.1666 1.34074 0.79882 0.736823 0.725093 0.653291 3.37329
threshold=95.99139754765001 2.9476996444500005 17.108018746400003 98.615332683000005 267.54022483715011 12.26528657645 24.071745547300001 98.238948544700023 14.524966034300002 39.766203790800006 16.664129935850003 73.376087754350024 23.803605515150004 226.28914430085004 10.715250360100002 201.25557642380002 16.222050829800004 70.182199495350019 84.968719212850019 23.699538637550003 23.969938375100003 18.895511665650005 18.804956025800003 28.452330424200003 18.553574773300003 17.671168838450004 81.70761950055001 22.747724408400003 66.697957758300021 19.974953289850003
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 9 -9 -5 -8 -1 14 -14 15 -2 26 25 19 -19 -21 22 23 -22 -25 -18 -16 -20 -27 -30
right_child=2 -3 -4 4 6 -7 10 8 -10 -11 -12 -13 13 -15 16 -17 17 18 27 20 21 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=-0.0020141155481062877 8.0077243477283873e-06 -0.0012843831241448193 0.00086500536479791818 0.00094139692630993083 0.00086198547133304346 -0.0012545306586989838 -0.0021568779234959466 0.0016364610388109517 -9.7048250803135499e-05 -0.0021363265540831006 -2.2060432145572238e-05 -1.3316608762228543e-05 -0.00020766160180727208 0.0014358946548278205 0.00018728016364336794 -0.0021504574209128607 0.0011682142175924173 0.0012669572543630811 5.3274139012599421e-06 -0.0016951536018800341 0.0005872081146212954 -0.0015327910679722053 0.0015680902297655151 -0.0022070183652589128 0.0007196729800489981 0.0003509749381791394 0.0016374815309432536 -0.0021710138549133106 0.00031779992266295874 -0.0022486581283740681
leaf_weight=0.61929423431865771 3.3080197933595619 2.6403134743450201 4.9021128043532363 0.42052093707024851 0.59780816640704904 1.8119027670472858 2.2787519331322987 2.2812550812959675 1.4717785660177467 0.60368417238350958 0.66021991241723288 9.4081922486657259 19.608385749379526 1.2573320008814324 2.4852422047406426 0.99855696782469738 3.8925333470106116 2.6537863593548598 0.78360408259322811 2.2907641083002082 6.2511373730376345 1.7929513893323008 2.1380968801677218 1.3950009706895801 0.98816528264433134 72.094169690739363 2.7026299051940441 2.0345258621964604 11.436780012212692 2.2678124308586112
leaf_count=127 89 268 71 8 18 63 66 19 35 34 16 389 542 12 28 52 22 34 22 28 61 53 15 36 14 553 22 74 92 37
internal_value=0.000127019 -0.000376055 0.000168027 0.000145325 -0.000394115 6.42685e-05 -0.0012481 0.00056446 0.000956653 -0.000872666 -0.00167731 -0.000136885 0.000184236 -0.000108624 0.000235366 -0.000492471 0.000262574 0.0002305 -0.000148867 7.9191e-05 -0.000132983 0.000151814 0.000432198 0.000150919 -0.000993484 0.000316481 0.000942765 -0.00156586 0.00027784 -0.000106893
internal_weight=168.075 12.6678 155.408 150.505 10.1259 6.58914 3.53678 4.77724 3.75303 1.02421 2.93897 10.0275 140.379 20.8657 119.514 4.30658 115.207 110.019 20.328 17.5099 14.8561 12.5654 10.7724 8.6343 2.38317 89.6913 5.18787 2.81813 85.7988 13.7046
internal_count=2900 784 2116 2045 259 159 100 96 54 42 82 516 1786 554 1232 141 1091 1041 337 241 207 179 126 111 50 704 50 96 682 129
is_linear=0
shrinkage=0.00192234


Tree=629
num_leaves=31
num_cat=0
split_feature=19 16 0 0 9 13 8 7 9 14 7 0 7 13 18 7 6 3 12 12 0 3 17 2 18 18 6 5 6 9
split_gain=0.169469 0.29731 0.179951 0.42324 0.332052 0.794584 0.789321 0.580788 0.762505 0.484541 0.471632 0.35875 0.55841 0.536243 0.53179 0.479447 0.4731 0.350789 0.287638 0.510179 0.419166 0.62418 1.09565 1.15722 0.790614 0.462304 0.413887 1.7828 1.35935 1.24425
threshold=9.8507947922000021 8.3799804039500021 85.716110573100011 85.694602908050015 186.14781787895004 117.60122400020002 8.3434888241000014 22.557405306150006 199.68228938305 376.01315066015007 22.747724408400003 85.656964494200011 19.152455927400002 117.68187774410002 11.639306137250001 17.605734992150001 14.515339148550002 94.093346107550005 58.770113158150004 78.909246879600019 85.807518149550006 93.58791597905001 193.01551328760004 86.011634045550025 13.064341268650002 12.903279561150002 16.455384477450004 22.852794041600003 16.565387047600002 197.58039077460003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 11 -9 12 14 16 15 -2 -14 -12 -4 -20 -21 24 23 -23 25 -22 -26 28 29 -28
right_child=2 -3 18 -5 5 7 -8 10 -10 -11 17 -13 13 -15 -16 -17 -18 -19 19 20 21 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.055098965012682154 0.021991140296960181 0.008989342330413895 0.035943606766122516 -0.046920451111107771 -0.05737018804659208 -0.04504555236902881 0.053786882055254122 0.045596622190093111 0.0023439234236212387 -0.056577627777580741 -0.028090291564849223 0.03140357723749674 0.024972009595343615 0.0041018260087760557 0.024522843442239178 -0.058350828297012103 -0.062007722718163009 0.017095830994505512 -0.021449290516169634 0.017206493600425785 0.0048005724739721223 0.0048961142170477218 0.018834776303944756 -0.062475316267379268 0.002647482686752506 0.042278663842512484 -0.017234252200515655 0.020783321870280688 0.004476254131566609 -0.06673518940702601
leaf_weight=0.41378526200787646 0.3633545217016948 0.40166345906618517 0.67899298667907615 0.63559025991708118 0.9014736596145666 1.6588449230184781 0.83285196963697661 0.89549833489581976 2.2564629733096808 0.41345311695476983 0.79620083933696184 1.0302539165131746 0.21344531145587131 1.1179488883935844 2.3763845320208929 0.49278760036395397 1.0057846487907225 1.2327368562109766 2.7066916981711975 4.7972161103971294 1.6468630064046004 1.1688369512557977 1.5110378055833278 1.8606832867371847 77.490712426093523 2.1194204809144139 4.0527992900460941 4.5309798030648372 4.14523143786937 2.2091517262160778
leaf_count=182 36 44 6 12 75 27 10 11 35 36 18 8 6 32 52 71 123 28 35 40 20 9 18 47 1745 26 40 39 37 32
internal_value=0.000580685 -0.0235312 0.000737802 -0.00447601 -0.00274531 -0.0105425 0.00494746 -0.0043706 -0.0177341 -0.000852287 0.0135208 0.00263862 -0.00268217 -0.0224419 0.0116045 -0.024253 -0.0467806 -0.000636221 0.00151438 0.00129841 0.00188184 0.00115205 -0.0180735 -0.0364823 0.00205952 0.0258908 0.00108845 -0.00699893 -0.0190945 -0.0346977
internal_weight=125.957 0.815449 125.142 16.2231 15.5875 7.74122 7.84626 6.83974 3.91531 7.01341 2.92444 6.59996 5.56971 2.33718 3.23253 0.856142 1.21923 2.02894 108.919 108.24 105.533 100.736 4.54056 3.02952 96.1952 3.76628 92.4289 14.9382 10.4072 6.26195
internal_count=2900 226 2674 580 568 194 374 119 62 364 57 328 320 161 159 107 129 46 2094 2088 2053 2013 74 56 1939 46 1893 148 109 72
is_linear=0
shrinkage=0.0530633


Tree=630
num_leaves=31
num_cat=0
split_feature=6 0 16 15 17 17 5 18 13 10 10 0 3 18 5 5 17 6 6 13 13 18 2 13 4 16 6 8 17 9
split_gain=1.24766 1.3491 1.34276 1.3366 1.16283 1.11577 1.10934 1.03178 0.976403 0.966173 1.03587 3.4074 1.8529 2.01711 1.82651 1.52618 1.16259 0.924905 1.31173 0.865606 0.839934 0.817879 0.733302 0.70995 1.98283 1.77764 1.36034 1.18914 1.36423 0.75414
threshold=14.835346625500001 86.530713386650021 22.624947093000003 38.469938489650012 191.06791329340004 206.02826764000002 20.206488238950005 13.1493823129 115.63864956495001 62.106071271500007 66.697957758300021 92.031298721500022 89.227236891450005 13.713893333650001 18.092020786850004 21.446355970350002 197.94573456765002 16.375382608200002 16.285380505300001 115.63864956495001 116.43981008785001 13.5308213324 56.184788788300004 107.97116697695002 161.23541642690003 19.134955254150004 13.665319288000001 7.943800736700001 188.07781354100004 206.08249486475003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 8 7 -5 -2 -3 23 -6 12 -12 -11 -14 -13 -15 -16 18 -8 22 -21 -4 -19 26 -25 27 -1 -26 -29 -28
right_child=1 2 21 5 9 -7 17 -9 -10 10 11 14 13 15 16 -17 -18 19 -20 20 -22 -23 -24 24 25 -27 29 28 -30 -31
leaf_value=-0.00017142074996580643 0.0013895653982457094 2.2110918855328955e-06 0.00046105872629891476 -0.0025827192306815227 -0.00082116751648511903 -0.0001330798801450304 -9.9842213628057258e-05 0.0011937129559854943 0.0016578991426954321 0.0014354077908248757 -0.0022905443136766158 0.0012543018248508707 0.0010259056637739361 -0.0013273445946181911 -0.0017144129510755935 0.00039178148859094565 0.00027527713502751628 0.0020684459574795604 -0.0023435238868457983 0.0015117628823913961 6.0698193885041459e-05 0.0016049453479985265 -0.0014575002533410637 -0.002575796545825201 0.00082408812882375001 0.00073293928920870109 0.00078333232003945411 3.9904991722761966e-05 -0.0022631764068896383 -8.3023645712522454e-05
leaf_weight=36.564724876661785 2.0472461059689513 3.7552584107033899 3.8681171238422376 1.363442252390086 3.3688384462147978 1.2808750364929435 2.6352367296349248 8.2581826690584403 1.1961386203765858 5.4769810959696832 2.2316752411425105 3.981161558069287 5.1465750783681852 3.868672676384449 1.7245050696656106 3.4878689460456371 2.6396995272953063 0.23385892808437292 1.4265058035962281 1.4664595357608039 41.901096700981725 5.2111357636749744 2.0116045638278592 1.4236635100096453 1.0682125135790537 4.1166294571012259 10.498435505549422 1.4429231304675343 2.4899891796521842 5.4066805229522279
leaf_count=1308 12 28 21 37 29 20 68 44 9 39 37 30 24 29 15 22 31 1 32 22 517 39 155 23 13 30 103 20 67 75
internal_value=0.000118149 0.000246538 0.000457798 -8.30057e-05 0.000321461 -0.00139614 2.99813e-05 0.000821264 -2.89254e-05 0.00013339 0.000245998 -0.000221994 0.0005213 0.000120876 0.000331167 -0.000512276 -0.000510944 -2.60512e-05 -0.000887835 5.06888e-05 0.000109765 0.0011176 -0.00109028 -6.09463e-05 -0.000507259 -0.000184274 2.87199e-05 -0.000939269 -0.00141821 0.000488829
internal_weight=171.592 104.741 53.0187 66.8517 43.9394 2.64432 51.722 12.0134 64.2074 31.926 28.5571 10.577 17.9801 12.5031 8.34537 7.35654 4.3642 49.6748 4.06174 45.613 43.3676 9.07925 2.24546 63.0113 10.5414 9.11775 52.4698 5.00112 3.93291 15.9051
internal_count=2900 1195 388 1705 328 57 807 72 1648 256 227 113 114 75 76 51 46 795 100 695 539 60 156 1639 153 130 1486 100 87 178
is_linear=0
shrinkage=0.00188464


Tree=631
num_leaves=31
num_cat=0
split_feature=5 5 2 5 12 5 7 19 17 9 7 4 8 9 13 13 7 2 12 2 14 18 7 6 13 17 5 16 17 2
split_gain=0.185995 0.686912 0.516105 0.581886 0.76416 0.601093 0.601025 0.567496 0.867006 0.540589 0.622611 0.492992 0.559887 0.614054 0.483303 0.376442 0.348039 0.605143 0.331949 0.427471 1.58494 0.57504 0.608141 0.585622 0.817422 0.489954 0.918224 0.655279 0.762141 0.736096
threshold=23.606333875400001 23.151456684850004 357.36576196840008 25.556820288350004 202.12526968910001 24.779543538450003 23.477153707700001 14.451165964200003 192.84209122775002 227.14331114760003 20.778835947700006 122.51844363470001 5.9453602998000008 71.82068887245002 117.52594717255 117.70876232545002 21.725272673150005 173.78410684300005 384.04177274975001 270.91232589630005 386.55805551320003 13.919698996450002 25.178984058200005 15.925372093750001 82.390487865700024 208.12573104970002 18.895511665650005 18.764956119400004 234.67375690460003 222.38716625935004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 15 7 9 8 -6 10 11 -5 13 -13 -3 -2 -12 -18 19 25 -21 -22 -23 24 -24 -1 27 28 29 -27
right_child=2 14 -4 6 5 -7 -8 -9 -10 -11 16 12 -14 -15 -16 -17 17 -19 -20 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0022078294252272871 -0.073229075740740682 -0.0021266679987141887 -0.054581979468832829 -0.076250643682708549 0.0093121011612699433 -0.04738764651979218 0.041948823527156828 0.023036884374387834 -0.054760771366873344 0.060539056677012426 -0.069239585698803716 0.0099901584097987998 0.050096264365290091 -0.059782618128732097 0.032803883708357143 -0.011527933632085799 0.040407984949341828 -0.061045060085661906 0.032673323964903203 -0.077343553860730593 -0.072143105587277878 0.026516792556277119 0.027413455927180579 0.060434542759528941 -0.043135867068318068 -0.049456365351066046 -0.049594756259074564 0.03632732543256377 0.023720345594893666 0.044927874016211566
leaf_weight=88.268996630114998 0.97939423554635652 2.0747762969695023 0.69351316183747158 0.23532307520508577 1.9377885988214987 0.99601343233371142 1.4758595537859944 2.4607145630288869 1.1580888871103523 0.47875324264168728 0.65380108036333673 2.9380563133745459 0.96998035360593338 0.50775811084895384 3.9439740150701255 0.51937234587967396 0.39257671311497688 0.41525561705930158 1.0822143347759254 1.134382255404488 0.36960794177139167 2.2536824978596997 0.79666416469262991 0.32730005681514729 1.9277304480056043 1.8154109233728375 1.8340275858063249 1.2157540917396543 1.1899252038565462 0.33612413532682683
leaf_count=1570 74 29 31 3 34 43 20 32 20 6 31 76 12 152 37 12 4 44 49 52 16 64 92 4 118 153 33 17 51 21
internal_value=0.000639008 0.00152695 -0.00509515 -0.00296597 -0.0141084 -0.00547637 0.00815437 0.00203618 -0.0146559 0.000587677 -0.00410774 0.00637382 0.010777 -0.000291212 0.0207627 -0.0518476 -0.0374615 -0.0117426 0.000398007 5.37779e-05 -0.0141241 -0.00148705 0.00343532 -0.0136104 -0.0225059 0.00107366 -0.0145903 -0.000502884 -0.0139032 -0.0347112
internal_weight=125.383 108.571 16.8122 16.1187 8.05137 6.55261 8.06736 5.55659 3.09588 6.5915 6.11275 4.65112 4.41579 3.44581 6.01875 1.49877 1.46163 0.807832 102.552 101.47 6.80937 5.67499 5.30538 3.05169 2.72439 94.6602 6.39124 4.55721 3.34146 2.15154
internal_count=2900 2306 594 563 215 129 348 86 54 328 322 243 240 228 66 86 79 48 2240 2191 346 294 278 214 210 1845 275 242 225 174
is_linear=0
shrinkage=0.0585862


Tree=632
num_leaves=31
num_cat=0
split_feature=16 15 0 16 13 6 2 15 0 16 6 2 5 6 18 8 7 17 17 9 8 19 7 15 2 0 18 7 3 9
split_gain=0.823374 0.891255 0.855721 1.54681 1.2664 1.78852 1.70178 1.58001 1.27437 1.90255 1.24664 1.27899 1.87565 1.25784 1.19761 1.59575 1.58326 1.23504 1.23108 1.09489 1.03225 1.01074 0.994152 0.992363 3.46524 1.15656 2.66297 0.904508 0.873335 1.31235
threshold=18.594956516900002 32.540328261750005 86.530713386650021 22.614947116400003 117.38883580790001 15.785368822600002 215.60007756200005 33.005488016050009 92.031298721500022 20.784951395750003 16.375382608200002 94.025623727450025 21.495293572000005 16.285380505300001 13.24392582145 8.6432548896500023 22.940014114900002 189.37128582595003 188.84204146815003 198.36365860590004 8.4434108459500017 14.251149826300002 24.252468908850002 29.334060236450004 91.18717909130001 93.972365491700018 14.873215527100003 23.856905110850004 93.883646373400012 187.38923140910003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 6 8 21 9 -4 13 28 -13 -2 16 -16 17 18 -14 -5 -6 -7 -21 -10 -25 -26 -27 -9 -12 -30
right_child=2 -3 3 19 20 7 -8 27 23 -11 11 12 14 -15 15 -17 -18 -19 -20 22 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-4.1216030865028882e-05 -3.5892675050927518e-05 -0.002017080838209001 -0.0013123222430201265 0.0016514509621579916 -0.0011802511497637515 0.00095591481264076868 -0.0014609373817580666 0.0018894535679325349 0.00093906992588289689 0.00065496374478772232 0.0010428548930832258 -0.00156535824339514 -8.5948518085911599e-05 -0.0023988429210472393 0.00073335052237212214 -0.00089026183505289537 -0.0019427933586699951 -0.001547046205858956 0.0018143165442616573 -0.00028368537530985382 0.00027967077660519875 -0.00052562799746595757 0.0010865968778339913 -0.0025693806262307353 0.0011595313246783561 -0.0019953735375069785 0.0009828260914638814 0.00072179723124384421 0.0010179999474612706 -0.00083797808157264043
leaf_weight=50.764567433769116 1.8476495926734053 0.85787668992997979 4.3291891906410518 5.0766344442963591 4.0260828332975498 3.0533520430326488 2.5228810142725697 5.1222505979239923 8.5427937079221028 3.1300218626856804 7.6201441623270494 2.892131194472312 11.716266920440832 1.5151675817905923 12.483704363694413 2.7253281204029909 1.9235119295772154 1.8812523533124466 1.4116438240744162 3.3739691227674466 3.2219894090667367 3.8438284434378147 4.6573281791061163 1.579634804278611 4.8725825669243914 1.8199846399947999 2.8419526042416692 4.7019539810717106 2.6861126376315951 2.9585419679060578
leaf_count=1719 22 70 36 27 32 24 46 26 64 14 42 26 191 29 104 41 32 33 10 21 22 31 38 22 27 37 22 34 22 36
internal_value=0.000128539 -7.40515e-05 0.000216885 0.000360708 0.00021597 0.000332795 4.91951e-05 0.000835483 0.000189697 -0.000486813 3.11502e-05 0.000109946 -8.25414e-05 -0.00110056 5.08834e-05 0.000442413 -0.000300791 -9.03589e-05 0.000118387 0.000952653 -0.000531271 0.000130245 0.000510938 0.000446412 6.77357e-05 0.000504641 -0.00017984 0.0013306 0.000618326 4.52232e-05
internal_weight=170 51.6224 118.378 66.7164 53.6085 46.3604 29.639 16.7214 27.1162 7.45921 51.6615 48.2986 35.0338 3.36282 32.1417 15.209 16.9327 15.0092 13.1279 13.1079 7.24807 6.89718 8.0313 19.6569 11.1142 9.53452 4.66194 9.8242 13.2648 5.64465
internal_count=2900 1789 1111 523 437 383 268 115 222 50 588 537 437 51 411 145 266 234 201 86 54 55 59 172 108 86 59 60 100 58
is_linear=0
shrinkage=0.00192234


Tree=633
num_leaves=31
num_cat=0
split_feature=17 7 12 7 17 7 4 12 8 0 18 12 15 17 14 18 17 16 7 13 18 18 18 9 10 17 5 13 6 0
split_gain=0.179697 0.60192 0.762005 0.702237 0.836451 0.615172 0.557581 1.00334 0.488567 0.976188 0.807506 0.511661 1.55104 1.14193 0.928245 0.752707 0.947324 0.583789 1.12456 1.01877 1.57902 1.36948 0.903856 1.29388 0.716269 1.27664 1.03678 0.560896 0.536635 1.07633
threshold=187.98346801990002 22.580174331950005 82.187369520450019 22.398098708400003 188.73286619890004 22.660992635700001 158.04546874885003 115.61167718145002 8.8430989333000021 86.950112854950021 13.086509421050001 114.86856072930001 31.198916099800005 194.58701840130001 202.65261526855002 13.197799034350002 188.73286619890004 22.604947139800004 23.124786352450005 117.38883580790001 13.765997214800002 13.878370392300001 13.809421053700001 196.26893085885004 62.046925192600007 199.01194954300004 23.663981639800003 117.67112391160002 16.325381439950004 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=-1 3 -3 4 -2 -4 -6 -8 10 -10 -7 12 13 -12 -13 -16 -17 19 -19 20 -18 -22 23 -21 26 -26 -20 -28 29 -23
right_child=1 2 5 -5 6 8 7 -9 9 -11 11 14 -14 -15 15 16 17 18 24 22 21 28 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0027489635852870442 -0.05592916346998969 -0.048642516038963461 -0.032235839630762174 0.037715670480184024 0.061166927956286476 0.059178875202606708 -0.067931288326514391 0.02325334178589927 -0.06722118910386729 0.0026381509204577323 -0.039333238671109293 0.024054394457342424 -0.054699747786948485 0.014089503237661212 -0.040812418443610388 0.054279913048987785 0.044325321145889801 -0.02514182327076175 0.045149745696616998 -0.038542455959481234 -0.073286168998171156 -0.09029304702199846 -0.052465784202240948 0.015074328273430642 -0.035705713832268247 0.020312493234414322 -0.01977993032340894 0.026941237948764536 0.033556253635082134 0.00038023626539461129
leaf_weight=36.749953402177198 0.69208939792588298 1.0208967919461418 1.7654136465862382 3.2541607299353927 0.6507829409092668 0.83314197865547512 0.53139277349691871 1.5871423645003231 0.99430304917041157 1.9620822946308178 1.709142728621371 6.9009747680975115 2.0266290046274662 5.7977176245767623 1.3376036367844779 1.1543560378486279 2.7307856692932573 2.4648489487444776 4.7969752084463817 2.6812487781280634 0.84836968057789164 0.43937085477228421 2.1206534651573747 3.3277293522842228 1.9962860383093346 4.0959234349429607 1.6899798489175739 1.7008811533451078 1.5572833009064186 25.377036352001596
leaf_count=1164 11 22 24 44 5 10 8 60 32 29 33 69 25 74 20 19 16 38 36 31 9 11 32 26 25 44 27 19 13 924
internal_value=0.000624622 0.00203275 0.000668079 0.0185598 0.000550811 0.00129492 0.0146659 0.000381475 0.00204859 -0.0208572 0.00294449 0.00231775 -0.0101112 0.00192635 0.00413454 0.00177741 0.00277717 0.00171224 0.0106855 -0.00213235 0.00262021 -0.00141521 -0.0202273 -0.00884986 0.0168696 0.00195653 0.0279657 0.00365576 0.00081223 -0.00116294
internal_weight=124.795 88.0452 81.3296 6.71557 3.46141 80.3087 2.76932 2.11854 78.5433 2.95639 75.5869 74.7538 9.53349 7.50686 65.2203 58.3193 56.9817 55.8274 16.7449 39.0825 30.9528 28.2221 8.12963 6.00898 14.28 6.09221 8.18784 3.39086 27.3737 25.8164
internal_count=2900 1736 1608 128 84 1586 73 68 1562 61 1501 1491 132 107 1359 1290 1270 1251 189 1062 973 957 89 57 151 69 82 46 948 935
is_linear=0
shrinkage=0.0574375


Tree=634
num_leaves=31
num_cat=0
split_feature=16 15 6 13 13 3 0 16 13 16 19 3 0 9 13 5 10 5 9 8 8 0 3 6 5 10 13 6 2 2
split_gain=0.780727 0.924119 0.814818 0.930706 1.822 0.804623 1.96493 1.65093 1.77778 2.78744 3.9834 2.18349 1.25898 1.13469 1.08582 1.21659 1.12116 1.14764 1.70395 1.01745 0.92022 1.21252 2.02087 1.30761 1.10602 1.09073 1.04539 2.04961 0.937077 0.877521
threshold=18.594956516900002 32.540328261750005 15.675366252400002 108.61908538635001 107.97116697695002 83.511574906150017 94.047642319350018 19.214955067100004 112.82921081865001 19.974953289850003 13.751109481500002 89.227236891450005 92.313586825200005 197.89372115420002 113.92610173585001 20.206488238950005 62.837331883000012 21.042547594650003 196.16158123080001 8.4434108459500017 8.543332867800002 86.135510041400025 93.673946639200011 16.395383075500003 21.850554661550003 62.116825104000007 117.68187774410002 20.305474434200004 143.15549947900004 112.95519936480001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 7 12 9 10 -9 -10 -7 -8 -13 -16 17 18 -17 -15 21 22 -19 -24 -22 -23 28 -28 -26 -25
right_child=5 -3 -4 -5 -6 6 13 8 11 -11 -12 14 -14 19 15 16 -18 20 -20 -21 24 25 23 29 26 -27 27 -29 -30 -31
leaf_value=-4.6153972118952334e-06 0.0010802848145977306 -0.0020278256445058996 -0.0015051733871243405 0.0009956239576883962 -0.0022019596901535631 -2.4148576875794943e-05 0.00014289854541109267 -0.0018481514140750782 0.0013482648273743462 -0.0023179761062684361 0.0012806436475793191 -0.0011180983361292445 0.0016421396755583314 -0.0023808944545945345 0.00095578772672430903 5.0573146056283741e-06 0.00077940863992715433 -0.0015145250091301375 -0.0018762918227179313 -0.00023526619365845378 -0.0016383868632329089 0.00089844973312738882 -0.0015806946657671633 0.0010321521411523784 0.0013930274140141535 -7.7803466323501691e-05 -0.0017733466622256119 0.00053634586912658573 -2.572125605045881e-05 3.8430571451893153e-05
leaf_weight=44.002998822266818 3.770546023733913 0.88368490678840217 1.372960553067968 3.2174780090572304 1.4401125782169391 2.4862270781886755 2.2877824660390607 2.485987560823558 6.2453239839524022 2.6121453884989023 3.8055384121835232 2.3521423637866965 5.1393596306443214 2.2326986147090797 7.2876840145327142 5.1598600335419169 8.69192270003259 2.9537665545940426 2.715121507178992 1.287751725874841 1.8595969248563076 14.808850994333627 1.3639042502618384 5.0719084842130533 2.3422355949878675 5.9196684285998336 3.0685170979704699 2.6424181591719389 6.4798024043557234 9.3150365828769264
leaf_count=1463 31 70 193 29 34 41 34 30 51 39 18 16 32 38 47 36 59 35 28 18 21 93 22 37 12 36 50 25 90 172
internal_value=0.000118879 -7.91336e-05 -4.47161e-05 -3.50927e-06 -7.42502e-05 0.000207021 0.000177254 0.000237569 0.000169985 -0.000648702 4.43544e-05 0.000252558 0.00109887 -0.000911097 0.000169139 0.000207138 0.000131772 4.34024e-05 -0.000643591 -0.00159604 0.000140312 0.000299442 -5.54145e-05 0.000218213 -0.000242482 0.000619651 -6.38661e-05 -0.000704665 0.000350954 0.000388753
internal_weight=165.303 50.9172 50.0335 48.6606 45.4431 114.386 110.615 104.807 97.1814 8.90367 6.29153 88.2778 7.62559 5.80823 82.0324 79.6803 72.3926 63.7007 7.87498 3.52045 55.8257 39.4331 18.7046 15.7508 16.3926 20.7285 14.533 5.71094 8.82204 14.3869
internal_count=2900 1789 1719 1526 1497 1111 1080 990 917 87 48 830 73 90 779 763 716 657 64 56 593 395 266 231 198 129 177 75 102 209
is_linear=0
shrinkage=0.00192234


Tree=635
num_leaves=31
num_cat=0
split_feature=17 9 6 13 16 13 8 6 19 6 10 16 6 16 18 19 3 8 2 5 3 9 10 3 7 17 15 5 5 16
split_gain=0.225898 0.203516 0.196326 0.368711 0.348771 0.650736 0.49228 0.362988 0.311505 0.33399 0.267109 0.914509 0.594194 0.240577 0.556903 0.4048 0.718513 0.411708 0.402416 0.340208 0.575496 0.569948 0.388825 1.11973 0.89388 1.09113 0.883113 0.972403 0.669953 0.529316
threshold=157.96759137085004 43.506455664950003 10.715250360100002 107.54907905045002 18.054957779650003 99.962250206350021 7.1444245619500011 10.205238443750002 9.4507625164000029 7.2051683476000008 81.524804347700012 9.744977212000002 11.175261108200003 11.934972090850001 14.708525021850003 11.750948102400001 79.47351079420001 7.7439566930000003 69.280267125550012 15.941372635650001 81.70761950055001 201.97224908750002 70.182199495350019 84.968719212850019 23.699538637550003 179.88087463185005 23.969938375100003 18.895511665650005 17.671168838450004 18.804956025800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -2 -10 12 -12 -4 14 -14 17 18 -15 -17 20 21 -18 28 24 -24 -26 -27 29 -21 -28
right_child=2 -3 10 -5 -6 -7 -8 -9 9 -11 11 -13 13 15 -16 16 19 -19 -20 22 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.029776523615798127 -0.057388442969466762 -0.06056579053342992 0.035211607985454772 -0.061507171383433465 0.018936545345109343 -0.053643683812748373 -0.056434671792881974 -0.06324381510185853 -0.0017974471108103593 0.028367446670135441 0.024684109757201762 -0.059580564694702194 -0.05762719787406579 0.035284271481800189 0.022086982750686792 0.0058915667556648918 0.030982589818016677 -0.009518365846569822 -0.053816660262627512 0.02802707511179877 0.044607084911234038 -0.019824199493378134 0.044467805764180558 -0.04533335424424309 -0.06979730650705282 -0.03283291464147034 0.0059280591697205608 -0.041266080885311973 0.0014087897615961279 0.042293686947364302
leaf_weight=0.099052464036502808 0.25536985133657619 0.32653344123900752 1.5933849936118338 0.35841916291974563 1.6210462045855827 0.89104379233322095 0.50516122629051086 0.26646919245831657 5.1480734321521595 1.4293152060126884 0.72239704965613671 0.85968710615998134 0.64164071073173434 2.0569907427416179 0.45762272540014237 0.49582707183435459 1.1761105014011257 0.89805580617394287 1.1237366199493406 2.9875339996069661 1.4803698472678659 1.5729745742864905 1.1816916335374106 2.033988089679041 0.76170539436861773 2.229580331593751 6.7462582045700383 1.1708084094570939 81.478132586002175 1.4891776498407123
leaf_count=26 111 70 23 11 33 98 125 11 420 50 19 67 83 47 13 13 22 21 57 21 19 41 10 95 17 32 124 54 1152 15
internal_value=0.000613153 -0.0395392 0.000751371 -0.00647939 -0.0045298 -0.00900751 -0.00377726 -3.03094e-05 0.00243494 0.00475761 0.00142072 -0.0211044 0.00174011 0.00125519 -0.0244422 0.00151462 0.000952396 0.0216685 -0.0355371 0.00151896 0.0168558 0.0019119 0.000870802 -0.00713297 -0.00141105 -0.00578408 -0.00159364 0.00581107 0.00235027 0.0125039
internal_weight=124.058 0.425586 123.633 10.4749 10.1165 8.49543 7.60439 7.09923 6.83276 6.57739 113.158 1.58208 111.576 109.982 1.09926 108.883 105.928 2.95505 1.61956 104.308 4.22945 2.74909 100.079 15.6132 13.5792 12.3975 11.6358 9.40624 84.4657 8.23544
internal_count=2900 96 2804 859 848 815 717 592 581 470 1945 86 1859 1836 96 1740 1672 68 70 1602 82 63 1520 347 252 242 225 193 1173 139
is_linear=0
shrinkage=0.0552071


Tree=636
num_leaves=31
num_cat=0
split_feature=17 9 8 7 0 13 16 6 10 3 18 8 6 6 12 15 16 19 18 8 17 15 13 16 17 17 6 5 7 16
split_gain=0.199126 0.18359 0.179853 0.551288 0.528284 0.513959 0.34107 0.365587 0.641584 0.785555 0.776608 0.858749 0.284927 0.433017 0.271195 0.972747 0.787507 0.942507 0.356465 0.828437 0.621727 2.74601 0.646188 0.65913 0.509203 0.600421 0.920501 0.502415 0.488043 0.440981
threshold=157.96759137085004 43.506455664950003 9.5425530862500008 21.725272673150005 78.029808778150013 119.04223755815001 22.744946812400002 16.705390318750002 65.461267018300006 92.359290613450014 12.543841250850003 5.9453602998000008 16.625388449550005 16.585387514950003 92.695913642950003 27.576031546750006 18.714956236300004 12.651020723000002 12.868666868750003 8.3434888241000014 184.59783591905003 33.202295547750005 108.61908538635001 17.434959229500002 166.83257850275001 173.06150329755005 13.775321858200002 18.725555412050003 19.041006859700005 13.534968349350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 12 9 -9 11 -11 13 14 15 16 17 -2 19 28 21 22 23 24 -20 27 29 -26 -16 -27
right_child=2 -3 3 -5 -6 -7 -8 8 -10 10 -12 -13 -14 -15 18 -17 -18 -19 20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.03223922098826125 0.024180569109019636 -0.070380658305309651 0.025566588553682788 0.041049410646437641 -0.052375496163774259 -0.047522308747436195 0.022425455242023017 0.070820902602006658 -0.093755564777602107 -0.06581935562709669 -0.060887978473258511 0.068719885435920516 0.026213075117741482 -0.03668444634245914 0.014335965113017402 -0.035469042175174569 0.050040404860368995 -0.043924784495248011 -0.051297394998454843 0.055474462792586263 0.0027825176963407754 -0.096613030778253409 0.033919721091856828 -0.07606254274989746 -0.026107547020860142 -0.017515961869710894 -0.079529515420491095 0.041007609841101064 -0.046769051199301019 0.034527855352203145
leaf_weight=0.096606030740075677 1.8083284648309912 0.29777766406550654 0.7317859306931489 1.7001672789920119 0.72363870267872699 0.92947842361172561 2.9655697542475528 0.42173549532890309 0.44708278290636361 0.31028840517683454 1.1561499662784624 0.55097328126430511 1.8150234951172013 1.3036018783750467 2.0456276340410109 3.6518453788012266 1.3817431069910524 1.6045847376226445 0.83330882685549834 1.681077239802107 85.447546141964267 1.4465298549912393 1.8016000372590495 0.56967402895679686 0.60301977948984165 1.8470853379694752 0.72964029991999257 2.0639743580832146 0.74644229069235724 1.0792056655918711
leaf_count=26 36 70 6 23 36 66 32 2 6 96 50 4 29 22 37 43 11 37 92 13 1784 24 18 22 41 138 20 43 37 36
internal_value=0.0006449 -0.0452435 0.00079276 0.0160348 -0.0131863 0.000389396 0.0007658 0.000208926 -0.0225223 -0.00946565 -0.0262494 0.0202492 0.000792313 0.000375309 0.000817148 -0.0103166 0.00884075 -0.00783923 0.00174922 0.0195997 0.000921107 -0.0135725 -0.000964694 -0.00909937 -0.00376875 0.00249513 -0.0145295 0.0258326 -0.00200008 0.00167761
internal_weight=122.791 0.394384 122.397 3.15559 1.45542 119.241 118.312 115.346 2.88623 2.43915 2.01741 0.861262 112.46 110.645 109.341 8.4465 4.79466 3.41291 100.895 4.47315 96.4216 10.974 9.52751 7.72591 7.15623 6.32293 3.65593 2.66699 2.79207 2.92629
internal_count=2900 96 2804 65 42 2739 2673 2641 158 152 150 100 2483 2454 2432 127 84 73 2305 87 2218 434 410 392 370 278 194 84 74 174
is_linear=0
shrinkage=0.0646839


Tree=637
num_leaves=31
num_cat=0
split_feature=13 16 16 4 18 18 7 3 19 6 17 16 10 7 0 6 18 0 18 10 13 6 4 15 6 9 3 5 10 7
split_gain=0.166696 0.403758 0.393979 0.734137 0.376384 0.302982 0.341947 0.467256 0.350402 0.316298 0.301107 0.570289 0.267427 0.283298 0.256554 0.51731 0.459433 0.989087 0.51591 0.441547 0.579307 0.6874 0.455215 0.60068 0.387253 1.15063 1.12339 1.23348 0.920058 1.6129
threshold=95.99139754765001 14.274966618900002 14.184966829400002 280.33545882855009 17.108018746400003 14.255915995100002 20.696106785750004 73.962171626800014 9.4507625164000029 12.315287744750002 220.68978861510001 17.294959556900004 90.988176966900014 27.952168727600004 97.835679825150024 13.775321858200002 15.312071772700003 96.249489528150022 15.379439136400002 81.524804347700012 99.19872809730002 13.665319288000001 181.76113425110003 21.391209202300004 14.835346625500001 203.83507631320003 86.302194445500007 18.152162791050003 67.203387886850024 23.460228855750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 -5 -7 8 -8 -9 -6 -12 -10 -14 16 19 24 18 -18 20 -16 22 -22 -24 25 -2 27 -26 -28 -30
right_child=4 -3 -4 5 10 6 7 9 12 -11 11 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 23 -25 26 -27 28 -29 29 -31
leaf_value=-0.062821896250059156 0.0019193370007976412 -0.054167529449321794 0.04743534525551079 -0.063176458707592364 0.042202830470521785 0.051199629447049533 -0.063031102507716083 -0.06339657636004796 0.023910288285853801 0.014745109057039433 -0.038000557339753833 0.040048026384820301 0.020090918594004543 -0.061790217084548918 0.026973558682173649 -0.051311039237246517 0.022956460611921296 0.035372773441771421 -0.045078158384446503 -0.052811872182789148 0.019126197031977654 0.032570849523218572 -0.0017622246159240728 -0.056616594607989734 0.055469791525846371 -0.031858257066740267 0.0018925794701723697 0.0015086338403180288 0.0090078182263902754 -0.063799933412550594
leaf_weight=0.79459281699746398 13.435441639856437 0.65536043205065642 0.51048751128837455 0.26436807280697383 1.467426078859716 0.50626244879094873 0.23275890437071245 0.64729372173314903 2.3846793609263846 0.27388172585051507 0.66794103593565501 0.72574256081134081 0.31436976790428151 0.31358454961446114 2.1004579522996192 0.97828737332019944 0.6622573632048433 3.9046885129064322 1.1051113075664032 0.6363153847050852 0.75204785983078215 1.0397123843431471 1.2692970847710969 1.7842274030554106 2.9751277677714816 5.1959371911652843 68.160393013873545 3.3414606647565961 2.3184681851271298 2.2060368489474058
leaf_count=218 335 66 11 35 30 16 131 76 95 9 27 14 24 103 53 32 7 53 53 48 18 14 37 107 23 119 1055 36 26 29
internal_value=0.000548708 -0.0086543 -0.00387599 -0.00844591 0.00110202 0.000305368 0.00389689 -0.00185067 0.00902413 -0.0401637 0.0229323 0.00264222 0.0145912 -0.0207985 0.000543675 -0.00959665 0.00138395 0.0182485 -0.0195847 -0.00421439 0.000237741 -0.0113524 -0.0233526 -0.0338146 0.000404195 -0.00750059 0.00226843 0.0269245 0.000125725 -0.0264914
internal_weight=121.624 6.89764 6.24228 5.73179 114.726 4.9372 4.67283 4.16657 3.24539 0.921175 2.86111 1.39368 3.01263 0.627954 111.865 8.56035 103.305 5.67206 1.76737 7.58206 6.94574 4.84528 3.80557 3.05352 97.6329 18.6314 79.0015 6.31659 72.6849 4.52451
internal_count=2900 784 718 707 2116 489 454 438 353 85 71 41 222 127 2045 309 1736 113 60 277 229 176 162 144 1623 454 1169 59 1110 55
is_linear=0
shrinkage=0.0609531


Tree=638
num_leaves=31
num_cat=0
split_feature=3 5 3 7 6 9 7 2 10 7 18 9 17 19 14 16 16 6 9 5 9 0 7 7 12 15 18 6 12 19
split_gain=0.160995 0.34689 0.645685 0.669562 0.687687 0.708875 0.891565 0.924899 0.59088 0.517154 0.938688 0.636896 0.511077 0.344845 0.247391 0.925758 0.899121 1.14591 0.794228 0.723819 0.613919 0.909338 0.813877 0.863748 0.728247 1.18278 1.33436 1.13354 1.18119 1.6964
threshold=93.883646373400012 29.040033326300005 103.44111502715002 19.617375644250004 16.395383075500003 186.14781787895004 22.446731871300006 136.00952513250002 61.923256118600001 21.725272673150005 11.955585097900002 65.407743180450012 187.45953903175004 14.651182102100002 241.54317565595002 22.674946976100003 22.674946976100003 16.515385879350003 205.20707599510004 22.665750084250003 182.75300319265003 89.458444290650007 22.557405306150006 22.747724408400003 121.97235442175001 31.385732506450001 13.650870338750002 14.135330269750002 133.01805689090003 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=13 2 3 -2 -5 12 -7 -8 -9 10 11 -3 -6 14 15 19 17 -16 -19 20 21 -1 -22 -24 25 26 -25 -26 -29 -30
right_child=1 9 -4 4 5 6 7 8 -10 -11 -12 -13 -14 -15 16 -17 -18 18 -20 -21 22 -23 23 24 27 -27 -28 28 29 -31
leaf_value=-0.076201951715304306 0.038002534271674833 -0.021826817980339606 -0.062076629988052287 -0.063155567467893248 -0.0076634947453913978 -0.053924886397194172 0.037275352761066166 -0.0033658367414006319 -0.063033141963650077 0.059346871217027967 -0.049854667207660422 0.038629590576927629 0.039465841652100826 0.018313172782512037 -0.0020243483300782655 -0.040204147570772585 0.028981928228044958 -0.069829253132131577 -0.0040490178311004873 0.034802144385328797 0.026767482552557925 -0.0035547026086145731 -0.022741837877337356 0.06069375934444201 -0.023402361907621828 -0.035350544326616495 -0.0018480726629656078 0.044111491335770518 0.022052342725018482 -0.029041816423515967
leaf_weight=0.76024661021074225 0.99823854258283695 0.86388848954811681 0.74465427588438693 0.77900090420734969 1.5503638245718305 1.683642222516937 1.2251663934439423 1.5861332527128982 0.83620184642495576 0.58169161202386011 0.89502994641952671 1.7183613169108864 1.4873094068752832 3.7710600197315207 45.021157733419386 1.5549684278666962 2.8707636027829713 1.4366207475541153 1.0467544388957319 2.5187569651752701 4.9862448982894412 2.2529295532003744 4.1218538116663685 1.2356421276927019 2.4287538322569189 3.1325979437679043 12.619143290045029 4.3713289937004438 8.3391757667995972 2.885541182011365
leaf_count=21 19 17 116 71 25 59 13 33 53 8 59 79 24 32 1429 15 41 32 16 19 39 128 36 9 107 33 231 36 74 26
internal_value=0.000466327 -0.00511158 -0.010453 -0.00666414 -0.0115383 -0.00673358 -0.0193521 -0.00339372 -0.0239633 0.00922002 0.000834629 0.018404 0.015412 0.00125783 0.000624685 0.00343608 -0.00223313 -0.0041195 -0.0421026 0.00480277 0.00319963 -0.0218841 0.00491272 0.00212811 0.00505595 -0.00347696 0.00372973 0.0130977 0.0187819 0.00891755
internal_weight=120.303 14.9497 10.8907 10.1461 9.14782 8.36882 5.33114 3.6475 2.42234 4.05897 3.47728 2.58225 3.03767 105.354 101.582 51.2072 50.3753 47.5045 2.48338 49.6522 47.1335 3.01318 44.1203 39.134 35.0122 16.9874 13.8548 18.0248 15.596 11.2247
internal_count=2900 576 413 297 278 207 158 99 86 163 155 96 49 2324 2292 774 1518 1477 48 759 740 149 591 552 516 273 240 243 136 100
is_linear=0
shrinkage=0.0574375


Tree=639
num_leaves=31
num_cat=0
split_feature=16 0 9 7 10 13 19 15 17 3 4 18 17 17 18 12 18 13 7 8 13 19 13 13 18 17 16 17 15 9
split_gain=0.182272 0.677192 0.884458 0.856509 0.6304 0.522227 0.406496 0.916508 0.714696 0.675798 0.674235 0.618224 0.716455 0.558401 0.370209 0.333394 0.67479 0.662872 0.850807 0.636126 0.578538 0.450104 0.431041 0.989705 0.828848 0.861039 0.909891 1.29488 1.31652 1.11232
threshold=22.624947093000003 86.280686780500005 197.19111486365003 24.252468908850002 62.057679025150001 117.70876232545002 14.551174033150001 38.198215516250009 184.84480138465003 94.319176590550015 230.01759355790003 13.086509421050001 187.45953903175004 189.90635174060003 11.336736528850002 329.98224707875005 14.597307883300003 115.48003053525001 24.550696209100003 8.543332867800002 83.635243980150008 14.651182102100002 117.38883580790001 117.30011668960002 13.809421053700001 197.32790877840003 22.554947256700004 189.73320545960004 42.385947950200006 188.78154115175002
decision_type=2 2 2 2 2 2 2 2 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 -4 6 15 8 -8 9 -2 -9 12 -10 -13 -7 21 19 18 -18 -17 -20 22 23 -1 25 26 -24 29 -29 -28
right_child=1 2 3 -5 -6 14 7 10 11 -11 -12 13 -14 -15 -16 16 17 -19 20 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00071234221896651737 -0.049701635291096918 0.046814139544173322 -0.013375503093748367 0.030686304040418607 -0.04504813166027008 0.018144999584423324 -0.060792401211985161 0.030325395167257772 0.0084030785088004926 0.0061301985054976714 -0.024740625667677346 -0.038970576347511207 0.058698446837129173 0.013569012123076422 -0.074562374206773294 -0.07012029958701177 0.036704707841085683 0.054571468750388971 0.014936937712029611 0.013146596459577851 -0.064801317613926199 0.027216732553313822 0.018052057029176029 0.045495310171644668 -0.049105500611640256 0.035928686756974387 -0.034269312634223018 -0.062290175122966703 0.0017688269616005893 0.023436269801524068
leaf_weight=65.200964549741911 1.3603312488994617 2.7891905382275564 3.7412385512143373 2.9170722439885139 1.1948721064545669 0.21930615970631961 1.1789477011188854 1.594527254579589 2.1523275339277461 1.9746861392632125 1.714225352858193 1.0414982673246416 2.0588038165587932 2.6997176872100681 0.59210962758515961 1.2241912718418451 0.81154680078907482 0.67001403868198384 0.48999111479497504 0.47241167165338982 1.0902410718263125 2.2763713872991493 3.3916316868853782 1.886508855735882 1.7082145453896362 1.7482706846203644 1.9348329016938786 3.3966918904334307 1.8363621102325849 3.4609409114636946
leaf_count=1977 24 24 31 35 34 16 20 22 22 30 31 20 22 47 43 65 30 9 58 9 91 20 38 18 24 12 20 35 36 37
internal_value=0.000454826 0.00491973 0.0179991 0.00592841 -0.00236183 -0.000821556 0.000871414 -0.0146461 0.00704097 -0.0166432 0.00179635 0.0169735 0.0329923 -0.00105722 -0.0495058 -0.000390295 -0.0160997 0.000986725 -0.0140241 -0.046935 -0.0400764 0.000470495 -0.000249481 0.00197165 -0.00877556 -0.00440664 -0.00943623 -0.0182077 -0.0398108 0.00274403
internal_weight=118.828 26.4174 9.4475 6.65831 16.9699 92.4106 15.7751 4.4877 11.2874 3.33502 3.30875 7.95235 4.21113 3.74122 0.811416 91.5992 4.7584 3.06179 2.39178 1.6966 1.58023 86.8408 84.5644 67.0875 17.4769 15.7687 14.0205 10.6288 5.23305 5.39577
internal_count=2900 362 90 66 272 2538 238 73 165 54 53 111 44 67 59 2479 262 188 179 74 149 2217 2197 1995 202 178 166 128 71 57
is_linear=0
shrinkage=0.0609531


Tree=640
num_leaves=31
num_cat=0
split_feature=6 6 0 19 16 5 15 3 0 9 7 10 5 10 16 3 5 17 16 17 8 12 8 19 9 17 9 9 17 7
split_gain=0.893877 1.00547 0.700417 1.34664 1.48248 1.70964 1.18184 1.52588 0.973412 1.31758 1.4021 2.61396 1.18103 0.948853 3.99722 1.91383 1.35711 2.04822 1.1289 2.39027 1.81176 1.34976 0.937317 1.39235 1.45705 0.845108 0.758282 1.16857 0.712318 0.669555
threshold=13.665319288000001 13.775321858200002 93.972365491700018 12.651020723000002 15.444963882950001 16.316541761950003 24.374738716350002 84.968719212850019 86.530713386650021 188.53841931785004 23.031046061850002 65.461267018300006 20.206488238950005 66.697957758300021 19.974953289850003 89.227236891450005 18.092020786850004 196.27545234990001 22.604947139800004 195.76335783930003 8.6432548896500023 243.55407972130004 7.943800736700001 13.051052998800001 214.57164835430004 200.69710494525003 198.36365860590004 205.20707599510004 191.40027208745002 23.789355599150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 5 -4 -5 22 12 -10 11 -11 -3 15 16 -12 -15 -18 19 -17 21 -21 -8 -24 -25 29 -20 -28 -9 -14
right_child=1 2 3 6 -6 -7 7 28 9 10 13 -13 25 14 -16 18 17 -19 26 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00016819958609552924 0.0012355380033629735 0.0014620760777759377 0.00091429245252541388 -0.0024570103737286712 0.0016034422991106773 -0.0014530490822362459 0.0012874967801254061 -0.00016170716666734944 0.001465517034340363 0.00071189636707358458 0.0016518566737541655 -0.0018345732258113923 -5.0560327977775557e-05 0.0012748971599067674 -0.0023500848354993244 0.0010765184638014253 -0.0012140544684358613 0.00098716551772125229 0.001640973975423312 -0.0023831750199781402 0.00052970089387573875 -0.00033064954352255473 0.00065636121421698123 -0.001781963542833731 0.00065504988637880119 -0.0015993275946724666 -0.00021972614243335778 0.0012836806667249937 -0.00226485086648129 0.00090083114764806017
leaf_weight=34.63455298464396 3.4193802811205378 2.1213439013808957 2.5321024190634516 1.1292647416703392 2.8781080124899745 2.1848624371923506 1.8040177919901887 0.89835481345653478 4.1743275413755319 3.1180646121501914 5.7794709876179722 3.0814282037317753 44.658334423453198 4.8569691106677038 2.2878337893635026 4.8984959311783332 3.196877408772707 3.3057870720513165 3.29066004604101 2.5634337328374386 3.02833491563797 2.3712415564805269 3.4185831530485302 2.9937963229604065 1.3771073720417915 1.2883798574039236 4.0300440490245819 3.9224041625857353 1.9921451884147243 3.037415944505482
leaf_count=1334 34 13 19 22 18 29 17 10 37 17 41 25 766 28 35 23 28 25 21 20 21 21 44 63 19 25 28 26 65 26
internal_value=0.000111633 0.000186393 0.000157971 -0.000167048 0.000494432 -0.000182242 -0.000536099 -0.00036234 0.000223613 0.000407427 0.000318613 -0.000553814 2.97284e-05 0.000442859 1.44868e-05 0.000638488 0.000490712 -9.50109e-05 0.000395516 -1.22289e-06 -0.000664202 -0.00139688 1.39397e-05 -0.000281012 -0.00101415 -3.23019e-05 0.000849364 0.000521803 -0.0016112 1.00273e-05
internal_weight=164.273 129.639 126.219 21.2083 7.59507 4.71696 13.6133 12.484 105.011 53.9054 49.731 6.19949 51.1055 43.5316 13.6475 29.8841 11.3596 6.50266 24.1046 12.8615 7.96301 4.93468 9.5935 7.78949 4.3709 48.9841 11.2431 7.95245 2.8905 47.6958
internal_count=2900 1566 1532 306 66 48 240 218 1226 396 359 42 830 317 116 201 81 53 160 85 62 41 143 126 82 817 75 54 75 792
is_linear=0
shrinkage=0.00196078


Tree=641
num_leaves=31
num_cat=0
split_feature=13 8 18 0 6 4 15 8 12 9 5 2 5 18 3 6 17 17 5 3 7 7 18 5 4 4 18 9 17 3
split_gain=0.884335 0.812744 0.661938 0.930597 1.16897 1.08795 0.907866 0.694791 0.764147 0.549696 0.509579 0.676751 0.724165 1.09058 0.939681 0.802314 0.771967 1.75166 0.614028 0.602913 1.50849 0.601416 1.28054 0.532672 0.633547 1.43141 1.09911 0.721439 0.718311 1.34392
threshold=95.870416931800023 2.9476996444500005 17.327266398450003 98.615332683000005 12.26528657645 264.79423843360001 23.304416445750004 7.7439566930000003 248.93007845160002 20.252602603300002 23.606333875400001 347.55895130095001 25.763052016400003 13.278511569200001 93.249170254600017 16.395383075500003 194.04732099685003 199.30127897920002 29.040033326300005 103.44111502715002 19.771475517600006 21.725272673150005 11.955585097900002 23.151456684850004 435.57888749095008 351.06419557740008 14.339258036900002 209.92140100750004 208.12573104970002 82.979260196300018
decision_type=2 2 2 2 2 2 2 2 2 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 10 5 -5 -6 8 -7 -1 23 12 13 -12 -14 -15 -17 -18 19 20 -16 22 -20 24 25 28 -27 -28 -2 -30
right_child=2 -3 -4 4 6 7 -8 -9 -10 -11 11 -13 14 15 18 16 17 -19 21 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0020434807224611056 0.00027451238668320019 -0.001489866449909187 0.0009755061562860877 0.00067864475259921467 -0.0022343174423401176 -0.0014637560267748218 -0.00021393430237088586 -0.0021223271196952154 0.001110900037719122 -2.400949510808237e-05 -0.0015442403288857449 -0.0016359346452658719 0.0018117193157664744 -0.0012256808769509904 0.0020178970309121928 0.0011039019193756151 -0.0016204897132862551 0.001085036820884837 0.00084132225896478975 -0.0021115383826436599 -0.001457364524307247 0.0020573990190806365 -0.0015919632943786636 0.00076745670632945013 0.0012747859159777811 -0.0023616328042475438 0.00084084876255251456 -0.0012616953050057611 0.00075797237394722712 -0.0013731529746774643
leaf_weight=0.55111553549067949 93.253137394145597 2.1238333445944582 3.8368385280482462 4.2254359727958199 1.9378619296476247 0.85638451110571645 1.5303865796886382 1.0862332775723187 0.91858845739625394 8.6795327940781117 2.3329445009585532 1.0298490143031802 1.4963104953058044 1.6800857355119641 0.80196030251681838 2.6565825163270347 1.8611329612322154 1.8194883661344645 3.2943692866538186 0.76334796180890396 1.1968892823206259 0.81847161427140225 1.1122466378728857 7.0992128171492359 2.1139593720436087 1.4041577830212184 1.2731295897392558 1.2371295585471669 1.9128596452064801 2.8073182890657336
leaf_count=108 942 260 54 90 57 23 45 44 24 405 124 35 13 33 7 23 32 15 88 92 65 7 52 64 36 28 28 30 25 51
internal_value=0.00013093 -0.000396215 0.000171826 0.00015019 -0.000410052 4.64465e-05 -0.00134281 -0.000887185 -0.000131314 -0.000144582 0.000194999 -8.61714e-05 -5.70166e-06 -0.00036434 0.00038571 -2.10018e-05 0.000298376 -0.000283032 0.000118566 -0.000629162 -6.30516e-05 0.000513847 0.000227152 0.000247801 0.000212329 0.000190285 -0.000972425 -0.000195347 0.00023674 -0.000509511
internal_weight=157.711 11.3545 146.356 142.519 10.5549 7.08664 3.46825 2.86121 1.77497 9.23065 131.965 20.8637 19.8338 10.3502 9.4836 8.01729 6.3372 3.68062 7.98729 2.7622 1.99885 5.22509 4.40662 111.101 104.002 101.888 3.91442 2.51026 97.9733 4.72018
internal_count=2900 773 2127 2073 283 181 102 91 47 513 1790 586 551 227 324 103 70 47 311 164 72 147 140 1204 1140 1104 86 58 1018 76
is_linear=0
shrinkage=0.00196078


Tree=642
num_leaves=31
num_cat=0
split_feature=13 16 10 10 0 5 16 15 7 8 6 19 13 3 16 13 13 13 13 6 13 5 5 15 6 8 10 0 17 5
split_gain=0.160217 1.88433 1.35763 2.31168 0.829874 0.876724 0.655443 0.916441 0.956931 0.793967 0.634424 0.61124 0.754826 1.30137 0.677069 0.76566 0.642153 0.413481 0.713643 0.565783 0.688728 1.19251 0.945642 1.17032 0.703692 0.542665 0.780386 1.36674 1.18502 0.976726
threshold=112.82921081865001 19.974953289850003 66.318885161900013 65.727424373200009 89.738043936200015 19.500380888400006 19.774953757550005 34.279674133750014 23.9444576715 7.943800736700001 15.365359009150003 14.051133688400002 109.57886493895002 86.729659288250005 19.214955067100004 109.34496908160001 108.84491586935002 114.01213239605002 113.92610173585001 16.015374196650004 115.02030419500001 20.206488238950005 21.042547594650003 35.645792850250011 17.675412983200001 8.543332867800002 62.116825104000007 86.280686780500005 194.94351320275004 21.324133279950001
decision_type=2 2 2 2 2 2 2 2 2 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 11 -9 -10 -7 12 14 -14 15 16 -1 18 -12 -19 24 -22 23 -23 -21 26 27 29 -28 -24
right_child=2 -3 -4 -5 -6 10 -8 8 9 -11 17 -13 13 -15 -16 -17 -18 19 -20 20 21 22 25 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00012098673715148308 0.04703589170739772 -0.052852707243554259 0.04079458983908095 -0.075072545284999612 0.028547208415158423 -0.041240298850985811 0.028616698944317776 0.023935072057179794 0.0092736185584540651 -0.074206408449272135 0.010521142017997599 -0.049475325057731209 0.063820015787215606 -0.0065969528765447349 -0.042572691310650258 0.033443514561336644 -0.064073645434687035 0.022369060771125999 -0.082752678667093238 -0.089305197541797512 0.044145185689822515 -0.00014558978923424391 0.047132615512985823 -0.055165421889323142 0.0076484348089332164 -0.0086181899105632533 0.011382651630296399 0.030397227612149341 -0.04562404461028588 -0.0049364402934120857
leaf_weight=34.967189806604438 1.4097189288586367 2.4729132223874322 3.1468269675970069 1.4102096324786533 4.0233429512009016 1.3439556602388609 2.8119044266641131 0.77070439793169443 0.54086501663550768 1.6418922027805818 0.6029159554382193 0.83769303181907062 1.8258509859442704 1.9256381834929923 1.3128113597631443 2.442266797355841 0.56981345219537516 4.1161448495695359 0.56971377921581734 0.62207968672737368 2.1256412679795167 3.0946354556363067 1.4226135797798694 2.4925350281409919 0.4687781334578176 12.976653741541666 2.8497247900813809 8.2317415149882418 2.3978377277962863 13.444365074450614
leaf_count=1620 12 49 33 14 40 15 16 8 15 70 29 18 12 44 18 29 31 38 13 9 18 30 10 28 40 211 27 64 22 317
internal_value=0.000541399 -0.00194139 0.00248002 0.00058435 0.00229987 0.000484433 0.000594521 -0.0010879 -0.0333088 -0.0535209 -0.000671755 0.00108075 0.00206465 0.027675 -0.000380548 0.00107789 -0.00114643 0.000312129 -0.0347953 0.00107109 -0.000677795 0.000366956 -0.00161677 -0.0246909 -0.047641 0.00150303 0.00613642 0.0108623 -0.0146662 4.6021e-05
internal_weight=118.869 52.1195 66.7494 63.6026 62.1924 58.1691 49.6466 46.8347 2.95346 2.18276 56.7593 43.8813 43.0436 3.75149 39.2921 37.9793 35.537 55.4154 1.17263 54.2428 50.1266 49.0357 46.9101 5.58717 1.09086 41.3229 28.3463 23.0987 5.24756 14.867
internal_count=2900 1930 970 937 923 883 1881 1865 93 85 871 1772 1754 56 1698 1680 1651 856 42 814 776 727 709 58 49 651 440 391 49 327
is_linear=0
shrinkage=0.0597579


Tree=643
num_leaves=31
num_cat=0
split_feature=10 0 9 6 10 6 13 18 7 16 15 18 4 15 18 3 10 16 16 13 7 15 13 9 13 0 15 12 17 7
split_gain=0.153484 0.556126 0.397875 0.331027 0.2569 0.417197 0.406603 0.231918 0.310926 0.610755 0.583943 0.260845 0.626125 0.249814 0.238181 0.390221 0.541752 0.327595 1.39012 0.521909 0.246689 0.230684 0.911063 1.62132 0.766515 0.87666 0.760996 0.741118 0.753543 0.869001
threshold=87.33187390945001 110.50907145210002 26.901933640100001 5.6401317807500009 85.804829691400016 5.1551204485500008 87.716323422100018 16.873483924050003 26.565321014450003 17.654958715000003 21.073645951400003 16.402557800150003 234.33905321295003 20.478039369150004 15.556223714900002 79.47351079420001 81.320481529800006 18.764956119400004 15.919962772200003 98.362617618700014 25.221560561650005 28.566186095050004 109.57886493895002 213.24207352880003 107.89051323300002 93.972365491700018 27.008040895250005 191.59589549940003 168.75790693355003 24.052187734100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1 11 -9 10 -10 14 -13 -14 15 16 -7 18 19 20 -16 26 23 24 -23 -26 27 28 -17 -30
right_child=1 2 3 -5 -6 7 -8 8 9 -11 -12 12 13 -15 17 21 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0084768672717945252 -0.061524078626864404 -0.060277179426851485 0.024911484667157795 -0.059629245701749024 0.031349957090038759 -0.056869716373877111 -0.060138661686533604 0.03585994846113047 0.0093103967797613721 0.052023860430459812 -0.061254514312105365 0.023459296086654521 -0.067969791936143331 -0.020172515016037888 0.019336187693140133 -0.060408999609022199 0.018125086766487018 0.040512242374517976 -0.055957019875877402 0.032169935252538473 -0.044557944477603181 0.0052911990984744637 0.0010340555168993043 0.034110891691710943 -0.011905714234050169 -0.069101459748181646 0.0232013023868845 0.0145395883252353 0.0089431354448314161 -0.029771208960603444
leaf_weight=0.48794964927947038 0.62852830876363386 0.28991198497533321 1.3168453852049422 0.18079896830022324 0.93697567563503881 0.92675124050583579 0.75521057739388198 1.5022868243977421 1.1308026777114721 0.61526853940449644 0.62498319579754014 0.78576526604592745 0.66252663894556441 0.86578299885150045 0.34396601165644725 0.96626306677353824 0.51398520439397544 1.1314187599346039 1.0061310745077205 3.1415005321614444 0.52240169269498438 1.150253172032534 70.375621547456831 1.4028660054900681 1.4208216860424725 2.6084283732052427 6.240788267197785 6.3196332107072513 5.2288837758969731 3.2128408118151128
leaf_count=42 127 133 131 59 50 45 183 35 35 11 46 25 21 29 17 157 26 16 71 50 29 30 872 29 22 103 102 201 136 67
internal_value=0.000490967 -0.0141224 0.00254459 0.0147055 0.000798307 0.000547075 -0.0332066 0.000919401 0.0150066 0.00179406 -0.0158076 0.000418011 -0.0190414 -0.0408928 0.000840784 0.000155251 -0.0301152 0.0120369 0.00561141 0.0210675 -0.0191906 0.000596102 -0.000915442 -0.0217586 -0.0368908 -0.0489327 0.00589122 -0.000977494 -0.0114008 -0.00579118
internal_weight=117.296 2.41608 1.78756 1.49764 114.88 113.943 1.24316 112.7 3.87334 2.37105 1.75579 108.827 2.31407 1.52831 106.513 100.367 1.44074 6.14542 5.014 4.00787 0.866368 98.9264 76.958 6.58237 5.1795 4.02925 21.9684 15.7276 9.40799 8.44172
internal_count=2900 450 323 190 2450 2400 225 2175 127 92 81 2048 75 50 1973 1790 71 183 167 96 46 1719 1056 184 155 125 663 561 360 203
is_linear=0
shrinkage=0.0585862


Tree=644
num_leaves=31
num_cat=0
split_feature=5 17 12 7 13 10 17 17 6 15 17 17 7 17 5 5 2 5 18 6 17 17 7 5 9 7 3 9 9 4
split_gain=0.585545 0.439669 0.648403 0.589175 0.526295 0.605303 0.420565 0.43487 0.407584 0.43918 0.338354 0.787488 0.764355 0.367642 0.313786 0.833076 0.732857 0.86919 0.988879 0.904253 0.674914 1.55875 0.672648 0.772463 0.553636 0.720619 0.657501 0.923956 0.867496 0.7369
threshold=11.848158554650002 189.37128582595003 150.89336347300005 27.952168727600004 105.64833915220002 87.184008712350007 180.19381692845005 182.52313421500003 8.5201990730500015 5.4774945026000008 237.45530840880002 196.91396350930003 24.550696209100003 193.73902333365001 23.606333875400001 23.151456684850004 357.36576196840008 25.556820288350004 13.278511569200001 16.395383075500003 194.04732099685003 199.14656950540004 23.477153707700001 26.225713454500006 227.14331114760003 20.778835947700006 108.3367972827 65.407743180450012 66.290220196950017 159.66984649465005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 10 5 -1 -7 -8 9 -5 11 13 -13 -4 15 -2 17 18 -16 -20 -21 -22 23 -19 25 26 -25 -28 -29 -30
right_child=14 2 3 8 -6 6 7 -9 -10 -11 -12 12 -14 -15 16 -17 -18 22 19 20 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0020287236955397422 0.00013071705882732845 -0.0019736653239882489 7.9019273738901958e-05 0.00078497322171200738 0.0011739991918126216 -0.0019530286844494133 0.0013882117357639492 -0.0009357666747141836 0.001300278519923077 -0.0019302862183211695 0.0015865610727423469 0.00054516028905852196 -0.0019524738666717187 0.0014653704086811357 -0.001490448502841602 0.00079483602611321504 -0.0017845457979134376 -0.0020083399913955855 -0.0013538096033082435 0.001090786821238708 -0.0015179257766794036 0.00099456303710898164 0.001377790412220317 0.00091900765890274921 0.0019694048177979146 -0.0010491764332380576 -0.0023890045474920709 0.0016214278107142819 0.0018435403571843737 -0.0020569824764155886
leaf_weight=1.4480469159898337 111.142237744265 0.58131520904134948 1.2422603780869397 0.26788341416977335 0.39077294617891301 0.41904879716457788 0.58585594606120117 0.55875587597256526 0.24375048698857416 1.00671157205943 0.7349078245460986 0.81928433722350724 0.92835175816435367 1.4995601250557227 2.3180307178408892 7.1398907088441765 0.85811105003813182 0.55543228326132421 1.5478519876487551 2.1925524639082141 1.7271398468874397 1.7819357253611086 1.9065541476011265 3.7566065248101932 0.64135603606700886 1.4496330733527427 0.59153516031801734 0.90665826294571139 0.23525740951299667 0.64018797443713993
leaf_count=125 1463 59 41 30 4 120 13 53 12 162 7 29 94 28 112 66 31 45 34 20 32 17 20 86 6 56 17 8 4 106
internal_value=0.000100379 -0.00032393 -6.38624e-05 0.000100789 -0.00088374 -0.00115073 -0.000337661 0.000253734 -0.000932605 -0.00135962 0.000401122 0.00020707 -0.000781594 0.000837244 0.000133031 0.000170805 -7.86377e-05 -6.35097e-06 -0.00041894 -7.63244e-05 0.000270481 -0.000242065 0.000363149 0.000142739 0.000288068 0.000145805 0.000428384 -0.000348093 0.000329348 -0.0010088
internal_weight=150.117 10.7265 7.32403 6.74271 3.40248 3.01171 1.56366 1.14461 1.51835 1.27459 5.22436 4.48946 1.74764 2.74182 139.391 118.282 21.1088 20.2507 9.56751 7.24948 5.70163 3.50908 10.6832 8.77667 8.22123 7.57988 6.13025 2.37364 1.7821 0.875445
internal_count=2900 777 462 403 315 311 186 66 204 192 199 192 123 69 2123 1529 594 563 215 103 69 49 348 328 283 277 221 135 118 110
is_linear=0
shrinkage=0.00188464


Tree=645
num_leaves=31
num_cat=0
split_feature=6 13 5 16 15 18 19 5 15 15 16 16 16 10 15 18 18 0 12 2 7 14 14 0 19 4 7 19 15 3
split_gain=0.152796 0.285504 0.336833 0.204404 0.276554 1.0313 0.566539 1.09566 0.426877 0.378565 0.685026 0.513905 0.545503 0.543933 0.482783 0.269912 1.51805 1.38576 1.38547 0.969394 1.28234 0.742417 1.28612 1.17991 1.4303 1.6596 0.932925 0.834422 1.01222 0.784378
threshold=22.585527707250005 119.04223755815001 29.040033326300005 22.744946812400002 44.34858359035001 13.278511569200001 14.451165964200003 24.375372008600007 46.074827201850006 42.670190152050004 22.594947163200004 22.674946976100003 22.654947022900004 61.998532946250002 42.133814420300006 13.954623666350001 14.117867417450002 93.442739239950015 247.85609524425004 189.76529655395004 23.399310583750005 241.54317565595002 234.77501868895004 92.313586825200005 14.051133688400002 227.22863097060005 23.302979953550004 14.351157895250003 37.80636766060001 90.367143138750023
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -8 11 -11 12 14 -13 15 18 17 -17 19 21 -21 22 23 24 25 -1 -26 28 29 -23
right_child=-2 2 -4 -5 5 6 8 -9 -10 10 -12 13 -14 -15 -16 16 -18 -19 -20 20 -22 27 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.063197171203181524 0.028691200165642854 -0.056274723340212898 -0.00090727061182998474 0.017421369437987198 -0.07122186011136869 -0.05214034439745268 0.047091485456955677 0.018858483756146883 -0.0019627029035919077 -0.014878986059608683 0.035428821472481067 -0.045732502419170012 0.024240434293315176 0.0050585331025144063 -0.037141072700465218 -0.067255923204050258 0.00086563770380942984 0.017089521284447701 -0.044494879617042592 0.0068184077318285 0.070625836744141246 -0.061121528389391555 0.069979350268873114 0.04038847984210208 0.011968808624288573 0.04361912780364427 -0.031564838515697989 0.0058690703220395908 -0.097372718015874007 0.020949419067179516
leaf_weight=2.6724979266000548 0.80093779042363067 0.80577946684206736 1.0704610720858907 2.997436295147053 1.0457817205897288 1.9686087655136364 1.2681895322166385 1.6902491107030071 1.789702196663711 1.7100524986890366 3.3529563210904598 2.035002157092094 4.1163757592439643 1.557297248393297 1.4286037664860476 2.669643170695053 44.555088242796046 1.1731426254846153 2.2653208123228969 3.2356844189635003 2.2233007960021496 0.88102293852716629 1.3316246868052974 3.3727842216612762 16.18030135094887 0.78803668332693622 2.3600441142916671 3.1848665587604046 0.93773126462474454 1.0900942295120328
leaf_count=190 8 57 31 33 85 33 17 32 34 27 35 23 36 18 14 40 1622 28 95 88 12 31 14 38 144 22 20 25 11 37
internal_value=0.000536224 0.000341417 -0.0246856 0.000753748 0.000303186 -0.0114708 -0.00216773 -0.0193417 0.0183814 0.00118948 0.0184371 0.000298941 0.00121209 -0.0237141 0.000162911 0.000762236 -0.00249871 -0.0415066 0.00465686 0.00756721 0.0328055 0.00336662 0.00801532 0.00476342 -0.000697986 -0.0388728 0.00642731 -0.017006 -0.0420517 -0.0157335
internal_weight=116.559 115.758 1.87624 113.881 110.884 7.76253 6.71675 3.65886 3.05789 103.121 5.06301 98.0585 94.4662 3.5923 90.3498 88.9212 48.3979 3.84279 40.5233 38.258 5.45899 32.799 26.7053 25.3737 22.0009 3.46053 18.5403 6.09371 2.90885 1.97112
internal_count=2900 2892 88 2804 2771 201 116 65 51 2570 62 2508 2467 41 2431 2417 1690 68 727 632 100 532 428 414 376 212 164 104 79 68
is_linear=0
shrinkage=0.0646839


Tree=646
num_leaves=31
num_cat=0
split_feature=13 8 18 7 10 9 10 7 9 18 13 13 5 7 0 17 15 12 16 10 12 19 13 5 15 0 16 7 10 5
split_gain=0.138902 0.410086 0.386373 0.299536 0.352256 0.268248 0.273944 0.558717 0.324794 0.29585 0.329873 0.309355 0.286916 0.257138 0.297356 0.238347 0.188406 0.397879 0.171439 1.0109 0.635779 1.08625 0.973107 0.623457 0.796411 0.612269 1.05378 0.626051 0.592332 0.570577
threshold=95.870416931800023 2.9476996444500005 17.327266398450003 26.752366550650006 80.468240302450013 20.252602603300002 82.204984254750016 20.562096111400006 58.059373288650008 16.203680688850003 89.141206231250024 74.940770386250009 5.2595069053500012 29.467962229850006 107.54101367610001 211.47438991805004 7.712282214750001 281.66997808940005 15.919962772200003 72.953999827850012 211.56805207830004 12.751028791950002 98.238948544700023 16.579584939650001 24.200063469100005 97.32487278035002 17.844958270700005 20.086029836750004 76.763544998700013 23.052327720550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 18 -5 -1 7 -7 9 -8 11 -11 -9 -3 -15 -4 -13 -18 20 25 21 22 -2 -24 29 26 27 -20 -22 -25
right_child=2 13 15 4 -6 6 8 12 -10 10 -12 16 -14 14 -16 -17 17 -19 19 -21 28 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.067861785730723254 -0.070296207974719693 -0.067646256443996008 0.056665539559288484 -0.056006882918007012 0.015737452800610393 0.04462853481531677 0.037608885871022422 0.019154835626429542 0.066925834690106628 -0.068349175618132849 -0.051329151447694565 0.066759794418958393 -0.059351897006394976 0.06646356029570831 -0.066621447748313189 0.011188001922525443 -0.06742415960928648 0.029913228428764191 0.0010588729490926272 -0.043248236050120341 0.042383104291079603 -0.074860874113842499 0.022974682364644936 -0.07539529640304099 0.026531358812992768 0.042706497509839486 0.001355644485592919 -0.074963042093704163 -0.013026263812658779 0.02205101849245928
leaf_weight=0.25257696649350592 0.69138685479992723 0.74249014234010224 0.82623222470283453 0.85029540423420147 0.45856327726505697 0.42927282629534591 0.85033879196271378 0.25648621865548171 0.42086907685734321 0.2008393298601735 0.56992241146508593 0.28744075750000753 0.96532211260637268 0.15885760961100459 0.13534946671279613 1.2770148473791776 0.24210122415388469 0.74634885429986753 0.74862194004162974 2.3101108129485501 3.3121580257648011 0.81211263858131211 5.7716453319881094 1.0106872792530341 1.0374524680082684 1.5034387607011002 85.515078457450727 1.2740616762312127 1.1251136076170949 0.35288955653959408
leaf_count=108 65 184 15 44 15 10 30 16 6 64 69 4 105 4 72 39 58 43 91 183 65 42 90 39 10 33 1246 71 33 46
internal_value=0.000499888 -0.0090586 0.00104931 0.000497681 -0.030871 -0.00153309 0.00183847 -0.0201219 0.0127667 0.00489859 -0.00869181 0.00776345 -0.0428715 -0.0469622 0.00523803 0.0290532 0.0197444 0.00607237 0.000886979 -0.000158601 0.00765465 -0.00182821 0.00486294 0.0112212 -0.0170321 0.000959329 0.000242332 -0.0468263 0.0283335 -0.0501765
internal_weight=115.135 6.25822 108.877 106.774 1.30886 5.22152 4.96894 1.65108 3.31786 2.89699 2.04665 1.47673 1.22181 1.0367 0.294207 2.10325 1.27589 0.98845 105.465 91.3513 14.1134 9.67617 8.86406 8.17267 2.40103 89.0412 87.5378 2.02268 4.43727 1.36358
internal_count=2900 773 2127 2073 59 513 405 131 274 268 238 169 121 260 76 54 105 101 2014 1624 390 292 250 185 95 1441 1408 162 98 85
is_linear=0
shrinkage=0.0659776


Tree=647
num_leaves=31
num_cat=0
split_feature=9 13 3 18 10 15 12 7 15 16 2 19 9 9 18 15 8 18 15 16 7 2 15 17 15 16 18 15 18 13
split_gain=0.150901 0.469389 0.63031 0.330794 0.244571 0.192181 0.356604 0.294644 0.280278 0.305117 0.455531 0.232105 0.495475 1.12851 0.983716 0.46489 0.997062 0.54127 0.448874 0.591509 1.16047 0.788294 0.602554 0.536134 0.401701 0.728459 0.773132 0.513992 0.477672 1.02774
threshold=37.256168974800005 96.209162656250015 66.676450093250011 16.511813275700003 89.619751778500017 11.896459116400001 373.49115436520009 20.234873028950002 12.603008525650003 11.934972090850001 313.37633693555006 12.651020723000002 205.70977008025002 202.89977928865002 15.606027545000002 23.516184833950003 8.0437227585500022 11.780121045600003 17.183237161800005 15.444963882950001 23.460228855750007 250.56088660660001 21.724651858600001 172.46189488870002 28.452330424200003 18.634956423400002 14.025183600500002 28.321365561200004 15.042884401850001 109.47132661375001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -2 -7 10 -10 12 13 18 -14 16 17 -13 -11 21 -21 22 23 -20 27 26 -26 -17 29 -27
right_child=5 -3 3 4 -6 8 -8 -9 9 11 -12 15 14 -15 -16 24 -18 -19 19 20 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.064761902034911764 0.057447832672766194 -0.068239550260209572 0.030400657425847469 -0.067310541639377289 0.020603886192157177 0.034654553531847217 0.038695180659321225 -0.067166758576028621 -0.057764826306793998 0.035257268792228326 0.015921626455117063 -0.079912339992581474 -0.0708324087648005 0.062740786526138473 0.005907316879201336 0.0076025154695966895 -0.074878271700217644 0.0032738149086694443 -0.066413834609325997 -0.049950285329455904 0.053116139406865229 0.030990108541471412 -0.069036703370719529 0.0066412740616554776 0.01412388463008094 -0.047831127293320043 -0.060630500106705051 0.052349586111841213 0.023885066259494752 0.00060965361788330554
leaf_weight=0.50949725415557612 0.08747068647062306 0.52262359650921997 1.4143848812673239 0.2910260353819466 0.22613697976339608 0.9888591444469047 0.23906008138874313 0.59774863116035704 0.85143001032702048 1.7394020784995499 0.55884182514273562 0.34597153610593467 0.84641615417785843 1.73594601539662 3.2557322757784277 10.451493390282845 1.01975793892052 3.4646379209152656 0.5339966819155969 0.59945729827450156 1.6446813820512032 1.140749563463032 1.0786230971280018 1.6592725443479137 0.8529311079619214 1.807248116005211 1.6002545128430936 1.1454755018930889 3.3494899617508045 69.394071251153946
leaf_count=197 3 67 69 37 26 39 16 138 185 52 20 44 41 21 81 297 46 147 50 66 23 31 40 57 27 57 105 11 50 857
internal_value=0.000426024 -0.0136963 -0.00201864 0.0145316 -0.0288687 0.000803122 -0.027993 -0.0512593 0.00104494 0.000740243 -0.0285654 0.00112411 0.0086677 0.016196 -0.00992676 -2.5161e-05 -0.0191833 -0.00427879 0.00657262 -0.000922616 0.0255849 -0.0144036 -0.0302301 -0.0111455 0.00101931 -0.000637774 -0.0346397 0.0120223 0.0004811 -0.000619881
internal_weight=113.953 2.96367 2.44105 1.93155 0.517163 110.989 0.924279 0.685219 110.065 109.076 1.41027 107.666 14.2343 10.1321 4.10215 93.4313 4.83037 3.81061 8.39618 6.65678 2.24414 4.41264 3.27189 2.19327 88.601 77.004 2.45319 11.597 74.5508 71.2013
internal_count=2900 396 329 132 63 2504 157 141 2347 2308 205 2103 462 340 122 1641 237 191 319 267 89 178 147 107 1404 1096 132 308 964 914
is_linear=0
shrinkage=0.0634156


Tree=648
num_leaves=31
num_cat=0
split_feature=16 2 8 8 0 10 15 18 18 6 5 19 18 16 19 2 16 18 7 16 9 3 6 4 9 5 8 7 15 18
split_gain=0.784343 1.04137 0.751696 0.896888 0.730662 0.963545 0.823128 0.717941 0.698074 0.610443 0.932741 0.823134 0.542157 0.536878 0.782629 0.70143 0.58904 1.1607 1.26493 0.864515 2.74745 1.74595 0.917514 0.786483 1.20573 1.59817 1.43708 1.36257 1.17046 1.1192
threshold=13.534968349350001 234.61110956795002 2.8477776226000002 1.3489472949000001 99.378854792050006 83.715897724050009 6.9561856507500011 17.327266398450003 15.103091397600002 5.1551204485500008 2.7861270712500006 11.850956171350001 16.029883323000004 14.994964935250001 12.250988447150002 136.00952513250002 15.644963415300001 15.150044688000003 24.071745547300001 17.844958270700005 191.87997069285004 82.511468481600005 13.475314848550001 309.48890441440005 223.24918598180003 21.377246852200006 8.6432548896500023 23.124786352450005 25.251887604400004 14.643918747750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 7 -7 8 -6 10 -2 -11 -10 14 15 -13 17 18 -15 20 21 -18 -23 -21 25 29 27 28 -27 -25
right_child=9 2 -4 -5 5 6 -8 -9 12 11 -12 13 -14 16 -16 -17 19 -19 -20 23 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0021001108844489894 0.00048008883992063802 -0.0012059265731098894 -0.0011339806667903668 0.00095152375550170028 0.001137324082019981 0.0014273492439527467 -0.0020375400992371467 0.0020421801847166029 -0.0021081253245284837 0.0010254361111974796 -0.0020410012319825566 -0.001179642630483962 0.00018408025311461313 0.00082326946625768378 -0.0015901653637819032 0.00078825785993405072 0.0015913306162859374 0.0013219092573248949 -0.0012992102677934268 0.00025969134594460634 -0.0015916550529777741 -0.0021280642626993157 0.00026423394305862539 -0.0025485906042200146 0.0012470437420614609 0.001038877457525974 -0.0016272897081696281 0.00055006673865637737 -0.0022862728022444339 -0.00042289039474563151
leaf_weight=1.4702481940912528 1.0713478614343324 0.9013827779854181 1.2440761500911319 4.1590841343859211 0.83987977821379978 0.30762075915117781 1.8421440551610428 0.62676284462213505 0.87587462901137747 4.2819489416433489 1.1919329303200354 1.0799506918992841 0.7251675627194345 2.5642726906808075 1.6434007124626075 1.960561479325406 2.7802797202020866 4.7954601235687733 1.8644712432287631 95.723414542619139 4.2997754245297983 0.9901200701715428 1.6328571236517744 1.8721213452518051 2.0368940817425019 0.58701312681659956 1.8455968413036306 9.2976689892529958 1.3271796045009976 1.9381418651901183
leaf_count=105 31 123 92 66 14 34 282 6 54 65 152 21 24 30 57 36 22 54 28 1004 151 40 111 31 24 9 34 103 51 46
internal_value=0.000121297 -0.000340213 0.000231533 0.000567233 -0.000879201 -0.000535155 -0.00154173 0.000170231 -0.000310436 0.00016271 -0.000847617 0.000178754 -0.00106991 0.000152528 -0.000499968 8.9285e-05 0.000175412 0.000653488 -7.02801e-05 0.000139943 -0.000422033 0.000508723 -0.00063881 0.000187514 -0.000177959 -0.000350037 -2.40048e-05 0.000239914 -0.00126657 -0.00146732
internal_weight=157.777 12.9922 6.30454 5.06047 6.6877 5.21745 2.14976 3.06768 2.44092 144.784 2.26328 142.521 1.60104 138.239 4.68391 3.04051 133.555 9.2242 4.42874 124.331 9.70303 5.40326 2.62298 114.628 18.9046 16.8677 13.0575 11.2119 1.91419 3.81026
internal_count=2900 800 281 189 519 414 316 98 92 2100 183 1917 78 1852 114 57 1738 112 58 1626 324 173 151 1302 298 274 197 163 60 77
is_linear=0
shrinkage=0.00196078


Tree=649
num_leaves=31
num_cat=0
split_feature=6 6 10 0 16 5 9 9 9 7 2 2 9 7 5 7 18 5 17 5 13 7 9 18 17 17 7 7 5 6
split_gain=0.510908 1.40305 0.733938 0.580319 1.13993 1.03533 0.909387 0.860617 0.77067 1.13959 0.670875 1.11137 0.65153 1.26952 1.26868 1.20719 0.57341 1.66575 1.32684 1.27574 2.13309 0.725524 1.61605 1.72039 0.995213 1.38232 1.41717 1.166 1.02353 0.970912
threshold=13.075305502400001 12.380289263450001 64.221887820150016 86.530713386650021 22.614947116400003 20.206488238950005 184.56123852025004 190.24759545780003 198.36365860590004 24.252468908850002 56.184788788300004 65.440506339500004 201.78065190905002 23.699538637550003 30.133297129900004 23.789355599150003 13.3584252364 22.907563598750006 192.34053301495001 23.442459712300003 117.69263157665002 22.726915405250001 199.68228938305 13.24392582145 190.74753769255003 188.54236693505001 22.620341628000002 22.296968840150004 21.850554661550003 16.730390902950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -2 -5 -8 -6 -10 -7 -12 13 16 15 -14 18 -18 21 -19 -21 24 23 -23 25 26 27 29 -29 -13
right_child=3 -3 -4 4 8 10 7 -9 9 -11 11 12 14 -15 -16 -17 17 19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0025580736289098826 0.001395214158046368 -0.0016921338146728949 4.0391500039217843e-05 0.0013592564341875426 0.0015433368917487616 0.0010369696002507775 -0.000732882006159926 0.00019413845060871725 -0.00041872317452668745 0.0012175679105332485 -0.0023558413081222491 0.00048512097858317474 -0.0017964856673608179 0.0015877159675510638 0.0009407922830143861 8.7106682536150901e-06 -0.0016410648252381665 0.0015397836646593146 0.0013526624652894564 -0.0024741913069994763 0.0012734046606470084 -0.0018849234577865762 0.0010692332333443874 0.00052093444505193023 -0.0017051845683813307 0.0013729389207658368 0.0017233072046613594 -0.0021881368980317252 -0.00029685202610288245 -0.0010859606757617291
leaf_weight=0.42497725121211871 1.9856220018118609 2.0411020138417362 25.13931654622138 2.4155724827432996 4.0559171065688115 2.0969379097223273 4.1210404280573121 58.599491988774389 3.0589897036552429 3.5187159404158592 0.82241041911765833 7.9398397891200307 3.3026140774600199 1.9461426748894144 1.6275905296206472 2.5041573611088097 3.0244527915201607 1.7575501075480131 2.8571534757502368 1.2136045700754041 1.1254509836435316 3.6378797462093635 1.6968371495604513 1.6661000950261948 1.0720981187187124 3.3925090401608022 1.640988279134034 1.7532250247895707 2.9533481649705209 1.8681409395358057
leaf_count=7 13 76 1145 43 27 18 39 672 21 33 19 160 87 15 13 32 32 11 21 40 9 59 11 18 13 32 14 15 32 173
internal_value=0.000114164 -0.000127711 -2.80502e-06 0.00016647 0.00027587 6.70821e-06 0.000178696 0.000133229 0.00087111 0.000456604 -4.85443e-05 -9.61626e-05 -5.66055e-05 4.35135e-05 -0.000589164 -0.001018 -3.64148e-05 -0.000537366 8.06298e-05 0.000277476 -0.000671012 -5.09512e-05 -0.000596342 -0.00112919 0.000134216 0.000235097 -3.83903e-06 -0.000199107 -0.00100137 0.000185875
internal_weight=155.26 27.6054 25.5643 127.654 75.7697 51.8847 65.1361 62.7205 10.6336 6.57771 49.899 47.8021 46.9797 39.5453 7.43436 5.80677 37.5992 7.12106 30.4781 4.09661 2.33906 27.621 7.00082 5.30398 20.6201 19.5481 16.1555 14.5146 4.70657 9.80798
internal_count=2900 1228 1152 1672 835 837 754 711 81 54 824 806 787 655 132 119 640 92 548 60 49 527 88 77 439 426 394 380 47 333
is_linear=0
shrinkage=0.00196078


Tree=650
num_leaves=31
num_cat=0
split_feature=10 13 16 3 13 5 0 13 16 3 16 15 6 13 8 18 17 9 6 0 9 15 9 2 15 13 16 14 9 15
split_gain=0.525047 0.419688 2.38259 1.84222 1.85987 1.00076 0.899578 0.791658 1.50446 1.45698 0.972433 1.3312 1.1429 1.97696 1.40012 0.892729 0.936254 0.795414 0.758664 0.750491 0.928851 0.923798 0.988871 0.897698 0.817471 0.722703 0.79052 1.16912 0.777274 1.26682
threshold=90.988176966900014 112.82921081865001 19.974953289850003 89.227236891450005 113.85351336640001 20.206488238950005 88.76213363490001 109.72404167800001 19.214955067100004 86.130133125200004 18.684956306450005 29.049007317550004 14.775345223550003 107.97116697695002 7.943800736700001 14.025183600500002 200.23903127160003 213.24207352880003 15.925372093750001 86.530713386650021 192.33792147965002 38.842471172100005 205.20707599510004 182.48209946165005 37.128521979500007 108.61908538635001 15.919962772200003 180.68590093575003 192.53043113735001 26.135540888150004
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -5 6 -6 8 10 -9 11 25 13 -12 -15 -13 -17 -18 -3 -7 -21 24 23 -23 -22 26 -1 -28 -29 -30
right_child=-2 3 -4 4 5 19 -8 9 -10 -11 12 15 -14 14 -16 16 17 -19 -20 20 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00016577623488418214 -0.001149998955922586 0.00030684271472164871 -0.0016804691469147525 -0.0020085896541985121 0.0015302388214741421 -4.5663673868520263e-05 8.2004387854815169e-05 0.0017873229669148004 -0.0015482395302161501 9.4545287051636499e-05 0.0013769615296518015 0.0010582688458039312 0.0018411684097856692 0.00079674288232438545 -0.002258714224480526 -0.0024221982957321124 -0.0020985732557656338 0.001162555429105718 0.0017262009020627262 0.0011395688982633141 0.00021316604610806692 0.0010626569790634244 0.0013645982741931609 -0.0003199987579293214 -0.0010249292416628559 0.0012051595444188528 -0.0022180320917953408 0.00043748852741989485 -0.0018346837416728125 0.00057464567024928027
leaf_weight=26.71971207097522 1.2418841280596087 2.2180997328832737 3.0526634911075226 1.5218441575707391 3.8085646377876392 43.556148566276534 2.9081432446837425 2.8595345299690944 2.3029437549412242 6.1789650198043091 2.6243604961782685 0.58410160103812758 2.3948578424751759 0.94016980845481191 1.4910251651890574 1.9365572941314897 0.49569831439293899 0.68480487569468096 4.1694393530488014 4.9628598429262665 4.9204771877266484 2.7476879283785802 3.838166704401373 5.2640904635190964 3.5150147024542093 2.0272615461144587 1.3204872042988407 3.5564962776843458 2.0849543916992848 1.4040723959915338
leaf_count=847 319 21 49 32 28 664 19 17 39 65 24 12 13 16 40 85 28 19 33 32 33 13 29 40 26 39 48 147 95 28
internal_value=0.000119552 0.000130344 9.0736e-06 0.000221422 0.000137527 0.000180773 0.000903195 9.56019e-05 6.61073e-08 0.000630094 7.39435e-05 -4.49698e-05 0.000725363 0.000196797 -0.00107714 -0.00116632 -0.00158318 -0.000206806 0.00123332 0.000110251 0.00037922 0.0001932 0.000546239 0.000154191 -0.00030274 6.68586e-05 1.0873e-06 -0.000524903 -0.000207573 -0.000865109
internal_weight=147.331 146.089 62.6587 83.4305 77.043 75.5212 6.71671 59.606 50.5675 9.0385 48.2646 40.8141 7.45041 5.05556 2.43119 3.70116 3.11706 1.1805 6.38754 68.8044 25.2483 20.2854 11.8499 8.01178 8.43549 37.113 35.0857 8.36601 7.04552 3.48903
internal_count=2900 2581 1611 970 916 884 47 1562 1480 82 1441 1348 93 80 56 144 132 47 54 837 173 141 82 53 59 1204 1165 318 270 123
is_linear=0
shrinkage=0.00196078


Tree=651
num_leaves=31
num_cat=0
split_feature=9 13 3 18 0 15 12 7 18 16 2 2 13 12 8 14 9 8 16 9 4 13 5 13 7 17 6 15 0 18
split_gain=0.140019 0.436241 0.578082 0.286856 0.241316 0.176625 0.326072 0.272951 0.243185 0.466159 0.350347 0.364951 0.263345 0.403039 0.233152 0.463664 0.229014 0.682236 0.552164 0.794825 0.844476 0.857294 0.891387 0.885555 0.728485 1.08306 0.548621 0.531446 0.503332 0.660959
threshold=37.256168974800005 96.209162656250015 66.676450093250011 16.511813275700003 110.74296730945001 11.896459116400001 373.49115436520009 20.234873028950002 16.873483924050003 11.599972874200001 148.65120700310004 330.71431012540006 95.99139754765001 217.21823064915003 5.2459061469000003 312.95789969880008 187.70546222865002 8.3434888241000014 22.674946976100003 186.14781787895004 207.98441978950004 117.58509325145 20.302496186500004 109.72404167800001 22.557405306150006 189.46592532740002 16.950396043250006 37.434800281900003 98.615332683000005 15.606027545000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -2 9 -7 -10 12 13 -12 -15 -16 17 18 19 20 21 22 23 -11 25 26 -24 -23 -18 -30
right_child=5 -3 3 4 -6 8 -8 -9 10 16 11 -13 -14 14 15 -17 28 -19 -20 -21 -22 27 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.054099310936358093 0.046686501183497368 -0.056780396790570738 0.023336020789963188 -0.055709660959827649 0.01823042127630916 -0.0427300551593481 0.030070237813924584 -0.055953137617596641 -0.055300083974845392 -0.031892788537471163 -0.054780357233729628 -0.028513360700393574 0.032199480125182096 0.046335155672598126 0.044853171333461742 -0.054335392590883352 0.00043729381562691746 0.043499880015546298 -0.02457635086818875 0.034945519788796786 0.011087630238340947 -0.0070987285079018416 -0.065226026752572969 0.043131483719432276 -0.089714622851781403 0.048746588937828218 0.021607638694002302 0.057655923095951425 -0.056464845272505199 -0.0066482117802866263
leaf_weight=0.4765591050236252 0.08390865259570901 0.48812509558047157 1.4250894843135027 0.28286005172412831 0.22169126966036856 0.69884855268173751 0.23876252488116734 0.55874880329793086 0.20016499792109144 0.95993540587370307 0.27267387937172338 0.45056395928258997 2.4461152051808313 0.44841800385620445 0.26072355289943516 0.27024470685864799 80.276193579658866 1.2624635889660556 1.8212568189483125 2.3391118181170887 10.097420732021417 0.82314306637272217 1.1551306037581528 0.82262918166816235 0.75968817993998516 0.40420870855450619 0.24904314284503914 0.62999641895294189 0.98643183871172269 3.1277216967428103
leaf_count=197 3 67 69 51 12 96 16 138 41 37 62 34 62 15 5 44 1118 18 23 26 380 42 65 10 7 4 52 3 79 124
internal_value=0.000481149 -0.0110416 -0.00176299 0.0111624 -0.0232216 0.000779873 -0.0228798 -0.042552 0.000968152 0.000465509 0.0132673 0.0165755 0.0220688 0.00227686 0.0181623 -0.00563042 0.000751063 0.00566433 0.00328336 0.0060651 0.0018167 -0.0143129 -0.0260993 0.00272989 -0.0461104 -0.0277925 -0.0498253 0.0209751 -0.000490438 -0.0185925
internal_weight=114.538 2.89433 2.4062 1.92964 0.504551 111.644 0.88142 0.642657 110.762 106.413 4.3489 4.14874 3.69818 1.25206 0.979386 0.530968 105.714 21.324 20.0616 18.2403 15.9012 5.80377 4.35064 1.78256 2.56807 1.80838 1.40417 1.45314 84.3903 4.11415
internal_count=2900 396 329 132 63 2504 157 141 2347 2084 263 222 188 126 64 49 1988 667 649 626 600 220 175 47 128 121 117 45 1321 203
is_linear=0
shrinkage=0.0530633


Tree=652
num_leaves=31
num_cat=0
split_feature=16 12 18 7 5 19 6 6 0 0 19 5 3 15 9 12 16 0 10 0 10 10 10 2 16 10 9 9 13 0
split_gain=0.752351 0.787814 0.54015 0.611564 0.565265 0.476138 0.768943 0.859222 0.842688 1.29577 1.25858 1.20747 1.08722 1.26451 1.06508 1.85184 0.935869 0.823829 0.969605 2.138 1.71708 1.39279 1.70845 0.873586 1.02291 1.22377 0.763889 1.39466 0.996546 1.73944
threshold=13.534968349350001 176.04981466085005 13.849588037450003 21.274149814850002 15.094471190800002 11.850956171350001 13.665319288000001 13.775321858200002 93.972365491700018 86.530713386650021 12.651020723000002 20.206488238950005 84.968719212850019 24.511023953300004 188.53841931785004 93.660658182900008 15.444963882950001 93.776108048200015 66.697957758300021 92.031298721500022 66.318885161900013 64.434276012450013 62.837331883000012 168.58119165855001 22.604947139800004 62.175971182900007 206.50942114985003 214.22994816675003 108.61908538635001 96.055920542800024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2 -7 -8 9 11 16 -9 13 -12 -11 -16 -10 18 20 -20 21 22 23 -17 25 -25 28 -28 29 -15
right_child=5 2 3 4 -6 6 7 8 10 14 12 -13 -14 26 15 17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0015464999554937974 0.00078681211265954447 -0.0020094443494850242 0.0011342104541302944 -1.5798552865128536e-05 -0.0016008793064081885 -0.00026051575365467226 0.0012733408647369391 0.0014745573415160587 -6.937341896727121e-05 0.0014247161198330794 -0.002402640833080756 -3.6193602906068939e-05 -0.0016300707698867491 -0.0013514310834162957 -0.0009375966197242286 -0.00031789632985316607 0.0015280074240667971 0.0015278463478934955 -0.0017407202721253746 0.00044362083305054173 0.0017534610770203406 -0.00043788213043664635 0.0015734733921179014 -0.0010084701882891742 0.0010426413837187429 0.00081732137270672614 -0.0023141283639151094 0.00035315676480595943 0.0015851791798019669 0.0013398205729016385
leaf_weight=1.7265727321500879 4.5551456430112003 0.52736750899930385 1.4405742248054574 5.7046139577869326 0.97323876048903901 14.689542438311035 2.7198555469512931 2.0386697053909293 3.6051688245497671 3.9085544906556597 0.90741434134542842 47.642273137505981 2.7186648108472573 2.016512812580912 3.637164555490016 5.3410550057888129 2.1718947594054043 2.6525700308848164 2.3025164557620865 5.8960857465863228 3.9776276350021353 5.7861212398856869 5.3241130709648123 2.5561787569895369 7.9239481426775455 2.8908265456557274 1.2757716693449768 1.6762093786383045 1.798495822586119 1.5850927866995332
leaf_count=231 99 55 32 435 47 515 33 12 42 27 22 756 76 46 29 33 18 22 35 45 28 38 33 24 54 17 43 29 13 11
internal_value=0.000138777 -0.00036097 -0.000124218 -1.75503e-06 -0.00024681 0.000175385 0.000155062 0.000204956 0.000180666 0.000248019 -0.000205803 2.58004e-05 -0.000561242 -0.000247424 0.000459528 0.000381403 0.000531164 0.000488846 0.000423224 -0.000169835 0.000567078 0.000408841 0.000612669 0.000339292 0.000601808 -3.94888e-05 -1.32703e-05 -0.000799577 0.000416566 -0.000166992
internal_weight=151.97 10.3724 8.64579 8.11843 6.67785 141.597 137.042 122.353 119.633 101.878 17.7552 49.6809 11.9782 9.2595 52.1968 48.2882 5.77706 44.651 41.9985 8.1986 33.7999 29.8222 24.0361 18.712 13.371 5.44701 8.35208 2.95198 5.4001 3.60161
internal_count=2900 800 569 514 482 2100 2001 1486 1453 1153 300 768 240 164 385 358 60 329 307 80 227 199 161 128 95 41 142 72 70 57
is_linear=0
shrinkage=0.00192234


Tree=653
num_leaves=31
num_cat=0
split_feature=15 13 8 6 16 4 7 2 17 2 12 4 8 17 13 18 13 16 7 7 7 7 9 17 7 6 6 18 18 16
split_gain=0.142788 0.345939 0.155921 0.448803 0.486685 0.523826 0.332832 0.210444 1.03446 0.37378 0.483846 0.648497 0.612736 0.491228 0.443896 1.20627 0.358981 0.494119 0.351071 0.504365 1.19126 0.862442 0.843678 1.32396 0.765341 0.9348 0.940955 0.740963 2.16912 0.818973
threshold=50.243466369800011 117.62273166525001 9.5425530862500008 17.765415086100003 21.979948601300006 128.88186563570002 21.725272673150005 59.615984903700003 181.49225329600003 62.731161442750007 92.695913642950003 163.60960442095003 8.9430209551500024 166.83257850275001 110.04934511175001 14.777583298400002 117.99105042915001 22.724946859200003 20.778835947700006 23.124786352450005 23.147601011700004 22.862300195000003 190.58777288605003 190.02287710315002 23.195026784100005 16.565387047600002 16.515385879350003 13.482409244300003 13.5308213324 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=2 -2 3 7 5 -5 -4 8 -1 -9 14 -12 13 -13 15 -11 17 18 -15 21 -21 -20 -23 -24 -22 26 27 -26 -29 -30
right_child=1 -3 6 4 -6 -7 -8 9 -10 10 11 12 -14 16 -16 -17 -18 -19 19 20 24 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.017289947620305505 -0.054684427464822286 0.0061280731848834405 -0.0061930584346827017 0.036333931381982883 0.0021204524333851668 -0.060088173420379254 0.028253193582837885 0.023862962699714784 -0.033384361758976813 -0.071049094802646678 0.021553340141523842 -0.025420885886682749 -0.034671778686097991 0.015499185588684143 0.007020787334661955 0.010409007477754674 -0.031093306571097427 0.025464478467259945 0.00042744592815951613 0.047249621562093544 -0.03780020725238846 0.0065576902645268532 0.0046927082219416676 -0.051158738908060254 0.022317911735802106 0.041696352536460125 -0.035066859475309901 -0.082446658041988488 0.00062750844349453486 0.025983306239711661
leaf_weight=1.8447742492717214 0.39465043802920163 0.57414293009787798 1.3102276935533148 0.16590606234967642 1.0448926668614147 0.93354402705881512 1.5091777675552291 1.7917268192686595 2.2184876787941903 1.0040012260287761 3.8408528695581472 1.7205149877845531 1.2158710709481955 4.1362489012681172 1.0165410565678028 0.83053271563039732 0.83502132800640438 2.1616328097879878 16.646372795548817 1.4807519381865848 1.1928632445051324 1.9874717855709594 1.6041230869013814 3.1353369539720006 4.4555953142989884 1.4946171790361393 1.694563626544549 0.76607682276517053 47.682625518056739 3.4129191245883694
leaf_count=24 38 17 43 3 34 98 22 20 41 23 38 225 30 135 13 22 28 24 325 10 18 32 22 39 41 9 28 9 1446 43
internal_value=0.000470239 -0.0186447 0.000633925 0.000337159 -0.0223151 -0.0455382 0.0122454 0.000786215 -0.0103776 0.00122194 0.000825449 0.00140762 0.000598432 0.00105268 -0.0194844 -0.0341713 0.0015441 0.00184081 0.00127145 0.000583581 0.00293745 -0.00567842 -0.0207879 -0.0322552 0.00185646 0.00265142 0.00164546 0.00275012 0.00106899 0.00232115
internal_weight=114.102 0.968793 113.133 110.314 2.14434 1.09945 2.81941 108.17 4.06326 104.106 102.315 99.4635 95.6226 94.4067 2.85107 1.83453 92.6862 91.8512 89.6896 85.5533 62.18 23.3733 6.72693 4.73946 60.6993 59.5064 58.0118 56.3172 51.8616 51.0955
internal_count=2900 55 2845 2780 135 101 65 2645 65 2580 2560 2502 2464 2434 58 45 2209 2181 2157 2022 1604 418 93 61 1594 1576 1567 1539 1498 1489
is_linear=0
shrinkage=0.0500028


Tree=654
num_leaves=31
num_cat=0
split_feature=6 6 0 0 9 9 2 0 17 9 12 18 9 5 2 9 5 7 17 18 6 9 2 6 16 2 17 12 18 7
split_gain=0.594904 1.36381 0.579302 1.11409 1.05292 1.36223 1.31622 1.25733 1.94511 0.932588 1.17414 0.902812 1.18258 0.805822 0.689404 0.86963 1.28833 1.08345 1.03671 1.48318 1.02732 1.20138 2.00395 1.08324 1.10663 1.07524 1.16628 0.991944 1.05059 1.04831
threshold=13.665319288000001 13.775321858200002 93.972365491700018 86.530713386650021 206.50942114985003 213.24207352880003 159.92742394165003 94.964406541850011 192.15389660515004 188.53841931785004 93.660658182900008 14.752187928300001 201.2906445504 20.206488238950005 56.184788788300004 201.78065190905002 30.133297129900004 23.789355599150003 188.07781354100004 13.042786209850002 16.495385412050002 200.12618528045002 108.54085696455002 16.455384477450004 22.584947186600004 163.32842070695003 193.52305340940003 94.472960382900013 12.993406580100002 22.343045670750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 13 7 -6 -7 8 -4 -5 -11 12 -9 -3 -15 18 17 -17 19 27 21 22 -20 24 -24 -22 -27 -16 29 -29
right_child=1 2 4 9 5 6 -8 11 -10 10 -12 -13 -14 14 15 16 -18 -19 20 -21 25 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0001118286325658114 0.001347065913558898 0.0012118465757726832 0.00077284120150056626 0.0012834605949790497 -0.0018004607320714781 0.0010307493982619979 -0.0014234918491667888 -0.0010487377921860682 -0.0020934708396183753 -0.00071813979034632649 0.00040358653147272769 0.0010198690928778383 0.00095929899713735156 0.0010021678749148398 -0.0023861173894595628 -0.0017560127119129469 0.00080964400845532736 -0.00011569265376051364 0.0011300045497164932 -0.0017780635111854419 0.0013114046296033954 0.0010816081726650983 0.00045037393383036206 -0.0021069776076402696 -0.0013987849151449832 -0.0010036995489175662 0.00084815628459219245 0.00013220339657219461 0.0012336513413166298 -0.0011139401802879065
leaf_weight=32.84492538793711 3.2644319944083682 1.7797331120818842 1.4340394099708675 3.6885805615456766 2.6305642745865034 1.7956658378243449 1.2762475228519177 2.249607300385831 1.8522703689523039 3.4530313406139603 41.150304316077381 4.9710808089002967 1.8043439881876109 2.0117590120062223 0.6295073059736741 3.4024981468101023 1.5428788177669046 2.3066815542988479 2.1085357554256934 2.12799518360407 5.0532184233888966 2.2765060523524872 2.2797106753278058 1.9226842542411757 2.143955331936013 1.9650960640574338 2.8375449636369012 7.902417669843997 1.9659915802767489 3.2535690581426024
leaf_count=1334 34 13 15 37 76 24 40 34 57 29 330 42 18 18 27 95 13 32 15 63 33 12 24 38 42 33 26 285 22 39
internal_value=0.000107919 0.000169565 0.000135792 0.000192953 -0.000168202 -0.000824567 1.1118e-05 0.000135819 -0.000842705 0.000390585 0.000316746 0.000492132 -0.000154995 -7.93125e-06 -5.54023e-05 -0.000104067 -0.000688427 -0.00109327 1.2143e-05 -0.00034258 0.00028575 -0.000109801 -0.000430592 -0.000949091 -0.000445832 0.00071644 9.04327e-05 -0.000120444 -1.17518e-05 -0.000231226
internal_weight=149.925 117.08 113.816 95.8022 18.0138 5.70248 3.07191 12.3113 3.28631 48.2919 44.6033 9.02503 4.05395 47.5103 45.7305 43.7188 7.25206 5.70918 36.4667 15.8795 20.5873 10.7314 8.45489 6.34635 4.42367 9.85586 4.80264 13.7515 13.122 11.156
internal_count=2900 1566 1532 1226 306 140 64 166 72 396 359 94 52 830 817 799 140 127 659 436 223 131 119 104 66 92 59 373 346 324
is_linear=0
shrinkage=0.00184769


Tree=655
num_leaves=31
num_cat=0
split_feature=0 16 9 7 5 7 5 14 3 9 18 12 17 19 10 3 5 17 0 3 3 3 14 12 10 10 6 15 5 6
split_gain=0.150159 0.628465 0.876802 0.646548 0.526568 0.536167 1.11961 0.979743 0.846517 0.800349 1.11575 0.9943 1.40861 0.848452 0.876366 0.561085 0.499763 0.883528 0.488842 0.470087 0.654808 0.452076 0.350747 0.955051 0.887832 1.9931 1.03231 0.912857 2.86776 1.10409
threshold=86.530713386650021 22.614947116400003 198.36365860590004 24.252468908850002 20.206488238950005 22.296968840150004 21.495293572000005 184.27071342230002 94.093346107550005 201.78065190905002 13.583580954200002 172.01106897260004 188.54236693505001 14.251149826300002 62.025417527550012 94.319176590550015 22.732890661650003 192.34053301495001 86.001087134900004 93.794927255050013 94.260030511650015 95.367675261350016 227.57315983240002 143.81891023950001 62.095317438950012 64.434276012450013 16.445384243750002 31.385732506450001 19.812684199800003 14.835346625500001
decision_type=2 2 2 2 2 2 2 2 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 22 -3 -4 -1 8 7 -7 -6 10 11 12 -8 -13 16 -10 -15 -18 19 -11 -21 -17 23 24 -2 -26 27 29 -29 -27
right_child=1 2 3 -5 5 6 9 -9 15 18 -12 13 -14 14 -16 21 17 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.032648022305989829 -0.074995428713090423 0.04306615857091612 -0.018806277272450361 0.022174093087404749 0.034628281877878482 -0.013607688392846911 -0.015848314176445357 -0.070357779870687323 -0.075217663344158345 0.032865358126055844 0.043415391893037586 0.024235191396368296 0.036417338886187749 0.021235905743045406 -0.061805785382050477 0.055967970667867011 -0.058315597137725744 0.0049269261202123833 -0.0483311735063243 -0.069831901513698252 0.017079304007186855 -0.0037231916904401827 -0.0039788118941608067 0.028913001044827108 0.06286712689844369 -0.0052523200492170284 -0.052968221683966955 -0.066190577241512227 0.02301767662632757 0.024348249306228788
leaf_weight=1.4593039169558313 0.54792966321110981 3.0474127121269685 2.5669348649680614 2.9602653365582228 2.9449936407472688 2.8434103205800083 3.3815685795852968 1.7580168535932896 0.36822609743103374 0.70751749910414163 2.1191541520383899 1.3762291555904083 4.0429418673738837 1.1341080758720634 1.8700127410993443 0.48747522762278084 1.4973747138865294 1.6671210128115488 1.9496102528646586 0.64587444430799201 0.59451599034946412 6.422995264056226 35.161951223421056 4.9109377716667941 1.7849658261984611 11.307391011472655 1.3673881534486998 2.5905829551629713 2.5569936372339725 7.4742513218661761
leaf_count=18 6 27 21 38 31 28 34 24 9 7 25 25 33 10 58 12 41 27 36 20 22 383 1399 55 10 345 16 41 21 78
internal_value=0.000570301 0.00208934 0.0173311 0.00314204 -0.00253853 -0.00397238 -0.00859435 -0.0352896 0.00759529 -0.00274111 0.00283218 -0.00291303 0.0126124 -0.0181908 -0.0276562 -0.00334238 -0.0128001 -0.0249981 -0.027177 -0.00600434 -0.0281756 0.000487515 0.00015895 0.00463006 0.000313944 0.00183765 -0.00246868 0.000417012 -0.0218775 0.00652738
internal_weight=113.547 76.277 8.57461 5.5272 37.2704 35.8111 25.5875 4.60143 10.2237 20.986 17.0885 14.9694 7.42451 7.54485 6.16862 7.2787 4.2986 3.1645 3.89752 1.94791 1.24039 6.91047 67.7024 32.5404 27.6295 27.0816 25.2966 23.9292 5.14758 18.7816
internal_count=2900 2057 86 59 843 825 390 52 435 338 253 228 67 161 136 404 78 68 85 49 42 395 1971 572 517 511 501 485 62 423
is_linear=0
shrinkage=0.0597579


Tree=656
num_leaves=31
num_cat=0
split_feature=6 13 5 19 9 18 9 5 5 15 15 10 19 8 19 9 15 10 6 15 10 19 8 6 6 5 9 6 2 4
split_gain=0.137355 0.266604 0.311787 0.214066 0.284338 0.243134 0.385228 0.253294 0.661617 0.453051 0.388855 0.259396 0.242616 0.577146 0.401434 1.09038 1.4938 0.959844 0.867814 0.71294 0.631394 0.627535 0.552657 0.571001 0.873664 0.868245 0.756668 0.784731 0.625615 1.3391
threshold=22.585527707250005 119.04223755815001 29.040033326300005 14.651182102100002 201.2906445504 11.639306137250001 58.059373288650008 25.763052016400003 24.779543538450003 20.742056627150003 49.670466410250008 56.981870074850008 14.551174033150001 8.4434108459500017 14.451165964200003 196.98862600660001 41.657300687350009 62.837331883000012 16.575387281250006 44.34858359035001 61.93938686740001 14.351157895250003 8.7431769115000026 16.435384010100005 15.785368822600002 21.197160116700001 190.58777288605003 16.505385645700006 183.32965447860002 227.97173202615002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 12 11 -10 -9 14 -14 18 -16 17 -17 19 22 -21 -20 23 24 -7 -25 -27 -28 29 -26
right_child=-2 2 -4 4 -6 7 -8 9 10 -11 -12 -13 13 -15 15 16 -18 -19 21 20 -22 -23 -24 25 28 26 27 -29 -30 -31
leaf_value=0.062131349939128826 0.025152943832321747 -0.050727692174064004 -0.0012319880263745226 -0.0017019169365676079 0.029228143921080633 -0.00027019901099526274 -0.064945190255216556 -0.077700240768362919 -0.066200144718830206 0.022955546783726601 0.0019311120287008221 0.0020609027312874463 0.009080991383956509 -0.026690673656491568 0.028780638938557521 -0.065293660445580409 0.031992180813559062 -0.0006186801672766355 -0.058025494508898469 0.017253030294237814 -0.044830642598222933 -0.0037656471523332953 0.024099529877218813 -0.045582082015855445 0.02930191844997641 0.020966416500500344 -0.039901038039782816 0.0085792353055285948 0.040490044049856816 -0.023154453422650646
leaf_weight=0.10612387210130592 0.80276022851467033 0.78467577503761177 1.0800206405692732 2.1064690980128935 2.1392367109656334 50.677676318817248 0.43181862119672587 0.26360983621270762 0.8534671412926389 3.5464404914528131 0.46058837382588536 0.32525757842813618 2.9015119373798361 3.6202626435551792 6.1374648446217162 1.6496604804415258 2.0372626929311082 1.6282554147765038 1.5639630452496922 0.80400247871875707 2.1473106578341685 1.4828086867928505 3.8426850961404844 2.200261890422551 4.4787073168336047 2.9186370139941573 2.5938979014754295 2.2065205108374357 3.2394752167165279 2.8396731484681368
leaf_count=1 8 57 31 26 21 1818 96 23 63 147 15 17 34 39 61 21 25 21 43 9 56 15 48 29 50 27 27 21 26 25
internal_value=0.000523116 0.0003451 -0.0220601 0.00072768 0.0138825 0.000195546 -0.0398759 0.000401983 -0.000195678 0.0148957 -0.0423195 -0.0336446 0.000363613 -0.010776 0.00114946 0.0116215 -0.00819225 -0.0331673 -0.00033127 0.000891636 -0.0279177 -0.0316182 0.00202534 0.000833238 0.00298776 -0.0124674 -0.0030283 -0.017617 0.018626 0.00894783
internal_weight=111.871 111.068 1.8647 109.203 4.24571 104.957 0.537942 104.419 100.284 4.13531 1.31406 0.588867 98.97 6.52177 92.4483 11.4526 5.31518 3.27792 80.9956 77.9488 2.95131 3.04677 74.9975 71.1548 61.2355 9.91932 7.71906 4.80042 10.5579 7.31838
internal_count=2900 2892 88 2804 47 2757 97 2660 2473 187 78 40 2395 73 2322 128 67 42 2194 2136 65 58 2071 2023 1919 104 75 48 101 75
is_linear=0
shrinkage=0.0597579


Tree=657
num_leaves=31
num_cat=0
split_feature=15 2 12 0 19 18 7 17 3 8 13 10 2 16 15 17 16 5 3 5 15 15 13 6 5 15 6 5 4 5
split_gain=0.141483 0.326269 0.158355 0.989493 1.01264 0.661478 0.621535 0.470968 0.784526 0.79269 0.608176 0.616401 0.455901 0.422883 0.459354 0.413271 0.273771 0.251717 1.20025 1.09709 0.87427 1.02475 0.925351 1.20441 0.843657 1.51826 2.14958 0.888128 0.820385 0.704089
threshold=50.243466369800011 311.26728953445007 327.98456567570003 86.780739992750014 14.351157895250003 14.643918747750002 26.185885009700005 208.12573104970002 82.979260196300018 8.543332867800002 106.97106055245001 76.220476456350013 297.58713971970008 17.654958715000003 20.609775022200004 207.35596244665001 14.869965227550002 20.717225865800003 88.727183679150016 21.042547594650003 35.194695975650014 34.279674133750014 115.02030419500001 16.455384477450004 19.812684199800003 31.385732506450001 14.815346158200002 19.302881570050001 269.13081826370006 21.197160116700001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 12 10 -10 11 -9 15 14 16 17 -13 20 19 -19 21 22 23 24 25 27 -27 -1 -21 -20
right_child=1 -3 3 4 -6 6 -8 8 9 -11 -12 13 -14 -15 -16 -17 -18 18 29 28 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0023820807707207034 -0.07450293549039394 0.0053033055148414103 -0.072687469871833402 -0.057298930364843764 0.044627582913211332 0.031248990289069575 -0.035534161410735197 -0.070830420347177625 -0.07708789262857299 -0.0024220535186157727 0.056008955583545336 -0.01588319958574478 0.038667591196647248 0.05159406823019462 -0.05552927161070547 0.043541421561073011 0.042453637549703653 0.023807564999290966 -0.02041687144062351 -0.17492744833832952 0.036073054484273143 -0.048101804098891733 0.037954313709703397 -0.080071357087144288 0.0386573749584911 0.010502063305539993 -0.093634199572131038 0.052199751625238218 -0.055169362304308689 0.0031360873026477485
leaf_weight=29.836857243262788 0.34459610440535371 0.56701288928161375 0.88396746058060571 1.179834714625031 1.5725706568337043 1.3305288680130618 1.037921108138107 0.57087231415789563 1.3717897282331253 1.0504769277758894 0.71669719368219365 0.73995432002993833 1.430633055162615 0.5890738870948552 0.64839668158674602 0.98611503305437409 0.61744194338098168 0.49576153128873457 6.098566520959138 0.34395817690528907 3.474284808151423 1.6216303603723634 3.1599887018091968 0.74207462844787997 2.6043954759370527 1.6727797330822789 1.6448819468496365 1.5763789499615075 0.78680247998272534 41.091410538647324
leaf_count=1000 38 17 48 32 28 53 128 39 42 22 8 134 51 13 49 14 16 10 66 9 43 22 29 12 42 43 20 25 52 795
internal_value=0.000513428 -0.0248641 0.000723978 -0.00948913 0.00142023 -0.0177289 0.00198274 0.0013144 -0.0158197 -0.0447072 0.00220322 -0.00997795 0.0024216 0.00340963 -0.0107415 0.00188221 0.0106526 0.00145046 -0.00179078 -0.0564224 0.00486542 0.00233563 0.00431905 0.00152771 0.00314956 0.00048691 -0.0411282 0.00488203 -0.0915977 9.22357e-05
internal_weight=110.788 0.911609 109.876 6.00482 5.12086 3.54828 2.36845 103.871 6.3047 2.42227 3.88244 3.16574 97.5665 2.59487 2.00579 96.1359 1.3574 95.1498 48.8165 1.62652 46.3333 42.859 41.2374 38.0774 37.3353 34.7309 3.31766 31.4132 1.13076 47.19
internal_count=2900 55 2845 289 241 213 181 2556 323 64 259 251 2233 212 199 2182 150 2168 932 71 1236 1193 1171 1142 1130 1088 63 1025 61 861
is_linear=0
shrinkage=0.0646839


Tree=658
num_leaves=31
num_cat=0
split_feature=9 9 8 19 16 16 16 17 7 18 0 3 2 15 7 17 15 7 7 19 17 2 8 14 16 9 9 19 12 18
split_gain=0.132335 0.594283 0.625054 0.552664 0.904544 1.48935 1.1996 1.1666 0.871391 0.961789 0.998928 0.867972 0.75866 0.839345 0.704919 0.614779 0.403208 0.930445 1.06679 0.715956 0.705598 0.578019 0.49448 0.477167 0.812526 0.353815 0.71505 1.36791 0.71678 0.919659
threshold=195.74493321760002 195.39349636155001 8.6432548896500023 14.351157895250003 22.544947280100004 20.784951395750003 20.719951547750004 186.52991945525002 22.426784932800004 13.3584252364 87.181320254150009 93.249170254600017 108.54085696455002 43.132842597400007 22.227765484150002 184.84480138465003 27.288673764350005 23.974509389900003 23.824098587650003 14.051133688400002 169.61846646075003 84.67958245200002 8.1436447804000007 170.27070910270004 18.594956516900002 202.37225149245003 201.2906445504 14.551174033150001 189.43538326625003 13.057710350500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 15 14 11 -11 -10 -13 -14 -5 -6 22 18 19 20 -18 -22 23 24 -1 26 27 28 29 -2
right_child=25 -3 -4 8 7 -7 -8 -9 9 10 -12 12 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.072562546296463776 0.045131516156345274 -0.039469718581604959 -0.042927738735802239 0.0073700092935189455 -0.032298688067017335 0.046619161835773935 -0.10011999567951446 -0.063983101123613426 0.063734217504194043 -0.030493307943703401 0.027464827234045433 0.04173435699655878 -0.032901902759372492 0.030845795834856585 -0.043852188407023478 0.026307274039718893 0.012468855753824778 -0.069385432650761747 0.047241348637434316 0.021064989343820308 -0.015123510743191911 -0.081546242584167761 0.06435181182367096 0.0038341435840278573 0.035760177599565894 -0.0016537065090272414 0.026602704664770171 -0.051306460864138655 0.02178757374719233 -0.0090603831720715011
leaf_weight=0.77964435151080802 1.318264020606885 1.5196285615093064 1.2689899839460839 2.2708145566284683 1.3121729210542974 2.3144540023640721 0.4797135095577677 2.0261699944967404 2.1083777658641321 2.5205234253953677 1.967067460529506 2.6794631909579039 1.6157783623784783 1.4614312409248666 1.7811310221441088 1.3483486166223881 0.78791523925610807 1.0095945966313591 1.1185387242585418 1.1195347268658222 0.80188244581222567 1.2385360149201003 0.46705919504165727 13.737518259102215 0.38397651165723801 35.413279332387901 5.7863861076766616 1.6261734649306152 7.3516978289408135 9.907274940851492
leaf_count=53 12 22 13 29 26 36 8 40 15 37 18 25 19 34 25 15 30 45 9 15 9 60 4 1072 9 880 66 29 116 129
internal_value=0.000434439 -0.00195901 -0.000735745 0.000445407 -0.00462311 0.000116636 -0.00479252 -0.0291358 0.00938236 0.0174282 -0.00508824 0.0302755 0.0180213 -0.00262679 -0.015146 -0.00259727 -0.00266002 -0.0159526 -0.00530486 -0.0201926 -0.0365236 -0.0554422 0.00259535 0.000659661 -0.0368178 0.00231005 0.00771101 0.0023003 0.00699282 -0.00269639
internal_weight=109.521 48.1183 46.5986 45.3296 28.9251 24.2384 21.9239 4.68669 16.4046 12.3526 4.48759 7.86505 5.75667 3.07721 4.05195 2.66052 21.4442 6.076 5.06641 3.94787 2.82833 2.04042 15.3682 14.9011 1.16362 61.4031 25.9898 20.2034 18.5772 11.2255
internal_count=2900 1668 1646 1633 1431 1350 1314 81 202 148 55 93 78 53 54 41 1306 168 123 114 99 69 1138 1134 62 1232 352 286 257 141
is_linear=0
shrinkage=0.0609531


Tree=659
num_leaves=31
num_cat=0
split_feature=16 16 6 5 19 18 7 5 10 16 19 0 4 10 0 12 17 7 2 0 6 2 15 12 16 13 10 18 5 10
split_gain=0.675855 0.736195 0.588961 0.917883 0.764973 0.575634 0.887396 0.517827 0.478489 0.441799 0.783136 0.644305 0.490955 1.05014 1.73461 1.40716 1.44357 1.06007 0.881236 0.686306 0.563215 0.555535 0.535766 1.017 0.943213 1.08151 0.628271 0.489568 1.54519 0.88501
threshold=13.534968349350001 13.039969506900002 5.1551204485500008 2.7861270712500006 11.850956171350001 13.849588037450003 21.274149814850002 14.828620505300002 80.468240302450013 14.994964935250001 12.250988447150002 98.327667663000014 309.48890441440005 75.28220456885002 92.464140480550014 255.91119495340004 203.08534335880003 26.367140210550001 325.75432260090003 85.807518149550006 16.265380038000004 228.97475477770004 44.34858359035001 232.70218114660003 22.824946625350005 117.47217800995001 61.923256118600001 13.954623666350001 20.717225865800003 66.697957758300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 8 -1 -7 -8 -4 10 11 -6 22 14 15 -14 18 -15 19 -17 -21 -16 23 27 25 -24 -27 -11 29 -29
right_child=2 -3 4 -5 9 6 7 -9 -10 12 -12 -13 13 17 21 16 -18 -19 -20 20 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0020348924907209027 0.00054152107533958656 -0.0021218581405502831 0.00052594169815577835 -0.0020370464925541336 0.00091414036498014542 0.0012481264193834806 -0.00015304126548870638 -0.001611119082686061 0.0019690177128624587 0.00032779582108718872 -0.0015943034868454455 -0.0009650175764669693 -0.0015314206547156015 0.0017523974428434177 -8.6206681821258254e-06 0.00076955487895546135 0.00099957281366884043 -0.00056121640583869914 -0.0019726597298657502 0.0001630910575316434 -0.0012940071248892101 -0.0021915417113906556 0.0012842699738755015 0.001223550380015947 0.0011346684877900706 -0.00032822380486281262 -0.0022913369277718109 0.0011084998615564063 -0.0015400076306767104 3.1819509956745087e-05
leaf_weight=0.617294595402197 0.97685730084776823 0.82402595324674699 2.4912197444355111 1.1622007911792023 1.7060178209794679 1.6120536525268097 7.2590345746721123 1.0751449700910596 1.3687533382326362 58.300050835008733 1.5255356675479559 1.1913757047150282 2.0618853617925259 2.1055254386737938 0.56705421069636885 2.4010641955828742 5.2872000045608729 1.1927026809426022 1.0834754278330363 2.0792978266254067 2.001762036466971 2.1389053859456908 0.65811293898150269 4.0427680421562391 1.097647658549249 1.0274658075068148 1.6072369038593022 3.2729839663952616 2.246036732569336 28.43864538311027
leaf_count=73 31 64 49 152 22 34 572 57 16 688 57 35 37 27 14 49 59 37 41 17 32 91 13 35 10 14 72 29 40 433
internal_value=0.000121499 -0.00033683 0.000161029 -0.000859476 0.000177834 -0.000197585 -8.35564e-05 -0.00034114 0.00103766 0.000151501 -0.000457237 0.000141452 0.00017364 -9.9693e-05 -0.000289763 -2.77196e-05 0.000213509 0.00091575 -0.00033583 -6.22371e-05 -0.000551616 -0.00173409 0.000230426 0.000260966 -0.00043943 -0.000964149 -0.00152577 0.000218785 3.16303e-05 0.000142945
internal_weight=143.419 11.3876 132.032 2.13906 129.893 10.5635 9.94623 8.33418 3.85997 126.033 4.42293 2.89739 121.61 20.9189 17.6206 14.9147 12.8528 3.29823 7.5656 6.48212 4.08106 2.70596 100.691 96.3005 4.39046 3.29282 2.6347 92.2577 33.9577 31.7116
internal_count=2900 800 2100 183 1917 736 663 629 65 1852 114 57 1738 404 340 235 198 64 139 98 49 105 1334 1225 109 99 86 1190 502 462
is_linear=0
shrinkage=0.00196078


Tree=660
num_leaves=31
num_cat=0
split_feature=14 14 12 2 10 13 5 5 18 17 7 0 2 4 17 8 14 18 5 5 17 17 8 18 5 14 17 17 18 7
split_gain=0.136394 0.674663 0.437589 0.665824 0.605905 0.698161 0.67282 0.622339 1.04225 0.988566 0.517328 0.456617 0.42935 0.415185 0.586024 0.694631 1.16299 1.45151 0.919032 0.552535 0.506667 0.811331 0.565556 0.480467 0.708906 0.363084 0.313798 0.355894 0.349793 0.872923
threshold=202.65261526855002 204.50376127325003 114.86856072930001 86.011634045550025 62.084563606450011 108.61908538635001 16.579584939650001 21.495293572000005 12.977936149500001 181.85746889350003 22.580174331950005 78.626646483100004 105.39281967610002 173.95266242615003 199.55131508320002 8.3434888241000014 164.58247045880003 13.650870338750002 20.102686929350003 17.501078540900004 191.89151741935004 186.83097010915003 8.7431769115000026 14.356876324550003 13.999568943650003 204.90168356435001 166.83257850275001 167.56787829315002 13.197799034350002 22.913946662950003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -4 9 11 -5 -9 -7 14 15 16 17 18 -1 -16 21 22 -17 -15 -25 -3 -27 -28 29 -29
right_child=1 25 4 10 5 12 -8 8 -10 -11 -12 -13 -14 23 19 20 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.046484347680028834 -0.045549955639617536 0.05143803798272114 -0.034292572958709272 -0.0012085435400324804 0.021541680848700364 0.04922814199111087 -0.059864347868390948 -0.026640344151873219 0.039049445078535694 -0.079663504750207628 -0.054108127731603853 0.063538347407256501 0.012829388921939643 0.052925653366538039 0.0042933978179927361 0.037821378896260742 0.025316707425520169 -0.06475015547894028 -0.024390282441942336 -0.055614283153772794 0.038333491361127237 -0.024773500602006726 -0.0068224021688366981 0.04551384450007008 -0.041012730584491022 -0.027414597280076052 0.041319505101194955 -0.0057671550499064569 0.0011694839609269396 -0.072567575712063806
leaf_weight=1.0589573439210789 1.2445563853834745 0.50074913783464481 1.593962661921976 1.2894803145754843 0.96279542116099015 3.2867282630177215 0.62017849902622402 0.41952620210940972 2.1221574561204761 0.70956451445817947 1.4696260829223318 0.41494037955999374 1.9000418434734454 1.228891885839402 1.0168832479976111 2.7513293703086656 2.3151395539753139 2.1587061422178522 1.8981321196770293 1.3073695534840224 2.4433374963700771 2.1632782146334648 1.7091730614192782 0.68037293322413439 0.72841732675442472 1.5906642950794765 0.76470357897051044 7.901775829952383 59.700775663783133 0.80040983046637837
leaf_count=14 36 12 16 67 31 31 23 48 20 12 39 4 22 13 21 32 28 49 38 21 21 26 34 28 22 209 16 217 1719 31
internal_value=0.000467357 -0.00105895 0.00352021 -0.0011997 0.0130225 0.0250806 -0.0103516 -0.00249615 0.0113281 -0.0267728 -0.0293853 0.0182012 0.0358944 0.00242412 -0.00074966 0.00328719 -0.0105284 -0.02675 0.000990488 -0.0294041 0.0146097 0.00585865 0.0207148 0.025072 0.000775136 -0.000281903 -0.00064792 -3.23604e-05 -0.000494649 -0.0119113
internal_weight=108.753 72.5036 36.249 24.2191 12.0299 6.76974 1.58297 5.26015 3.66619 1.54403 2.75911 0.834467 5.18677 21.46 18.8223 16.4981 7.43094 5.1158 2.95709 2.32425 9.06712 6.62378 4.4605 2.63768 1.40879 71.2591 70.7583 69.1677 68.403 8.70219
internal_count=2900 2240 660 453 207 107 54 100 84 64 106 52 53 347 284 242 129 101 52 42 113 92 66 63 50 2204 2192 1983 1967 248
is_linear=0
shrinkage=0.0609531


Tree=661
num_leaves=31
num_cat=0
split_feature=7 7 12 8 8 0 10 2 17 15 6 5 9 18 18 9 18 16 16 19 10 16 19 19 6 16 18 12 18 17
split_gain=0.132577 0.639019 0.685485 0.467333 0.409329 0.541644 0.345105 0.340696 0.323206 0.313043 0.422395 0.341871 0.293829 0.261338 0.599921 0.302166 0.378083 0.274514 0.256621 0.355092 0.414553 0.378731 0.589457 0.399167 0.58288 0.573349 0.513785 0.340536 0.817105 0.817004
threshold=20.778835947700006 21.725272673150005 219.23896387120001 9.5425530862500008 9.0429429770000009 86.950112854950021 72.953999827850012 62.731161442750007 187.07782946595003 35.054707749500004 17.495408777450006 23.721757872050002 87.981676520750014 14.163996107200001 13.326324856250002 66.290220196950017 11.831616630050002 19.304954856600002 14.184966829400002 11.950964240300001 80.468240302450013 14.994964935250001 12.250988447150002 12.651020723000002 13.705320222600003 15.444963882950001 15.691153810300003 92.695913642950003 13.987466292050001 199.71712621985003
decision_type=2 2 2 2 2 2 2 2 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 18 -6 -4 -2 9 10 12 -12 13 14 15 17 -17 -1 -3 20 -20 22 -21 24 26 -26 -23 28 -25 -30
right_child=1 3 6 -5 5 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 19 21 -22 23 -24 27 25 -27 -28 -29 29 -31
leaf_value=0.032935937252043752 -0.0077295279066838798 -0.010740682434260313 -0.023139190337321598 0.033936228112415326 -0.065573903969886438 0.0009105125214545302 0.045845875852080449 -0.059483024319631754 0.055365027544151207 0.041772279257622967 0.052247179594329916 -0.067207873429907611 0.05498922943195305 0.040634566270237676 -0.063438903598918822 0.012429401436009539 -0.051542194458343023 -0.009492869432573969 -0.00014705100479372134 -0.0013016700852731789 0.051215074622421052 -0.056912151426518051 -0.067061181536738887 0.0026067877970761227 0.002885314423724705 0.048663720480506427 0.017280703364823496 0.0016953761589352809 -0.07595095327784028 0.0010281006002988394
leaf_weight=1.5276599330827592 0.63459868822246779 6.4511939942822201 0.48189685745455768 1.4912770431255911 0.77801332750823249 1.0000690548622513 0.559761056676507 1.5981748027916181 0.4864416047130361 0.72860109480097879 0.10303736524656404 0.50423710075119743 0.39927998866187397 0.54317542567150656 0.52097945997957129 0.69764963438501559 0.62590486195404083 0.84616599522996683 1.143123502726666 1.4318249225034372 1.1022499644896013 0.6131269639590744 0.73749579733703274 3.9839768999663638 1.7167358212172987 2.2672941815108061 0.73033816620591097 71.790788813392282 1.185881825454999 0.84186476608738292
leaf_count=33 8 756 38 23 34 18 10 88 10 8 4 115 13 19 35 38 98 23 29 37 21 48 37 45 21 26 30 1190 31 14
internal_value=0.000419987 -0.000133026 -0.0260984 0.000741097 0.000224223 -0.0281802 0.0139317 -0.0447737 0.00838199 0.00486412 0.000202037 -0.0469397 0.00574922 0.00162018 -0.00340349 0.0050558 -0.0178226 0.0178119 0.000761539 0.00160914 0.0250665 0.000991661 -0.0236577 0.0016349 0.0174594 0.0289376 -0.0165792 0.000551325 -0.0131107 -0.0439914
internal_weight=107.523 100.54 3.27443 97.2653 95.774 1.77808 1.04166 2.23277 6.98313 6.49669 5.76809 0.607274 5.16082 4.76154 4.21836 3.69738 1.32355 2.37383 93.9959 87.5447 2.24537 85.2993 2.16932 83.13 5.3275 3.98403 1.34347 77.8025 6.01172 2.02775
internal_count=2900 2504 144 2360 2337 52 48 96 396 386 378 119 259 246 227 192 136 56 2285 1529 50 1479 74 1405 125 47 78 1280 90 45
is_linear=0
shrinkage=0.0597579


Tree=662
num_leaves=31
num_cat=0
split_feature=6 6 0 0 13 9 15 5 9 7 3 5 5 0 8 10 19 3 16 18 7 3 3 9 5 7 18 13 0 3
split_gain=0.663682 1.05251 0.719685 1.27353 1.45808 1.25575 1.23997 1.78345 0.98395 0.790407 0.761744 1.4708 1.41103 0.757641 1.01452 1.29203 2.28709 1.69808 1.20672 1.15898 1.60035 1.27308 0.840994 0.698424 1.05428 0.76605 0.857368 1.33352 1.32198 1.13139
threshold=13.665319288000001 13.775321858200002 93.972365491700018 96.055920542800024 109.57886493895002 206.50942114985003 29.049007317550004 18.152162791050003 213.24207352880003 24.673428656250003 86.302194445500007 18.152162791050003 18.092020786850004 87.181320254150009 8.1436447804000007 66.697957758300021 13.551093343600002 89.227236891450005 22.654947022900004 13.713893333650001 22.940014114900002 90.525762168450015 92.751805500450018 202.80137809380003 30.133297129900004 23.699538637550003 13.3584252364 117.66037007905001 86.001087134900004 93.673946639200011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 6 9 7 -4 -7 -5 12 -12 -3 22 -15 17 -17 -16 19 20 -19 -21 -13 25 -25 26 28 -28 29 -24
right_child=1 2 3 5 -6 8 -8 -9 -10 -11 11 13 -14 14 15 16 -18 18 -20 21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00014365364991622217 0.0013104051273966227 0.0016451062119990304 -0.0013007508478675865 6.8142133961959946e-05 0.001402663660546536 -0.0016537798578147589 -0.0018998374510095651 0.0013233526634497479 0.00033188458560092253 0.001422741652014469 -0.0014769056751313932 -0.0010873560763441615 -0.00024954014308449756 0.0014392863960188851 0.0015227899777972959 0.00076224790289346287 -0.0023178796366543821 -0.00039949551235755524 0.0014185969917968522 -0.0015401799166247598 0.0014752033679589073 7.371112972758806e-05 -0.0017688663766945501 -0.00073074797762693222 0.0011864779656876848 0.0010921778403948407 -0.00098423189621266475 0.000795745857907933 0.00084307247152310316 0.00011434542219871208
leaf_weight=32.024198785380577 3.0590504072606555 3.7266917061060658 2.6898559927940386 3.1525352504104358 1.0681180302053688 1.8584531876258554 3.5305494684143923 1.5810732650570569 1.9833961531985549 3.4889371991157532 2.0384635943919411 2.3166525273118159 2.542159118456766 3.5647384548792642 4.8989898823201719 1.8899356452748173 1.8187897223979232 3.3128162957727936 2.7420344948768607 2.8945198934525234 3.7127532735466957 5.3571495562791824 1.3082970550749511 6.6438084444380356 1.3221866115927694 3.5488098487257949 5.3598797547019776 2.3180325655266643 10.731208444572983 19.620414600016375
leaf_count=1334 34 26 42 25 8 36 126 11 33 25 19 26 31 32 38 16 31 26 26 25 20 35 22 134 12 27 79 21 80 500
internal_value=0.000105774 0.000175792 0.000144529 -0.000199056 -0.000745894 0.000263606 -0.00104006 -0.000329323 -0.000628659 0.000779748 0.000217067 0.000168639 0.000876785 0.000208878 0.000456944 0.000325431 -0.000748272 0.000499182 0.000220889 5.91802e-06 0.000591213 -0.000492409 6.80165e-05 0.000120651 -0.000412529 0.000219687 0.000140976 -0.00044684 0.000283528 -3.37804e-06
internal_weight=146.104 114.08 111.021 19.3529 8.8696 10.4833 7.80148 4.27093 3.84185 6.64147 91.6683 85.3995 6.26885 83.361 30.1917 26.627 3.70873 22.9183 18.0193 15.2772 7.02557 8.25167 53.1693 50.8526 7.966 42.8866 39.3378 7.67791 31.6599 20.9287
internal_count=2900 1566 1532 306 187 119 179 53 69 50 1226 1169 57 1150 249 217 47 170 132 106 46 60 901 875 146 729 702 100 602 522
is_linear=0
shrinkage=0.00196078


Tree=663
num_leaves=31
num_cat=0
split_feature=15 16 16 9 15 10 0 16 13 16 3 0 15 13 7 16 13 5 10 10 6 3 7 18 19 18 18 17 18 0
split_gain=0.441329 0.472529 0.859431 1.52783 0.725203 0.710914 0.969102 1.21828 1.11866 2.39121 1.92484 1.0786 1.04713 0.938912 1.33649 0.834439 0.739749 0.678776 0.560156 0.722684 0.670485 0.547352 0.511989 1.00175 1.84619 1.0974 0.914745 0.765673 1.35135 1.27581
threshold=51.067537391750008 18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 71.787208999250012 93.972365491700018 19.214955067100004 112.82921081865001 19.974953289850003 89.227236891450005 92.313586825200005 27.122924609850003 109.96062599345002 25.451258541350004 19.774953757550005 113.92610173585001 19.500380888400006 62.837331883000012 64.434276012450013 15.415360177400002 89.324021384150015 24.785467646950003 13.713893333650001 14.451165964200003 13.601370067700001 13.512826932300003 188.16174763880002 13.042786209850002 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 2 4 -4 -1 6 7 11 9 15 -10 21 -8 14 -14 -9 -12 -18 20 -20 -19 -3 23 25 -25 26 27 28 29 -22
right_child=-2 5 3 -5 -6 -7 12 8 10 -11 16 -13 13 -15 -16 -17 17 18 19 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.7105854226394906e-05 -0.0012150360483023025 -0.0010165960693965385 0.0012901869793298818 -0.0023098778194469796 -0.0019880372763189224 0.0012804823418636291 0.0011007555089384722 -0.00061877350754882294 0.0012983753570483759 -0.0022493852329891532 -0.001012715572277761 0.0016145350713113399 -0.0020537155592977845 0.00066524040389106935 0.00044546360020100538 0.00097083746804487434 0.0012567464468036279 -0.0012039707687410762 0.0010461006154653299 -2.1687997936339732e-05 -0.00015912074742111259 0.00095088759140782612 0.0010576616327164473 -0.0018495722766600485 0.00022080007025701711 0.0011248151211931444 -0.00079624202464760618 0.00039841582641792774 -0.0014704769047141721 0.0014622190499988818
leaf_weight=38.256747086670657 0.93401740601984684 1.1023322418332093 0.61541590566048343 1.4911278475483412 0.66479801791137916 2.1362300827167919 1.1241714898496855 2.4686268400400868 5.6329424204304805 2.1932288743555546 2.0314212813973418 4.0543682016432285 2.9145140806213026 1.0521032381802795 1.0851440597325561 2.4132646545767784 2.0395578518509856 1.5131753142923106 5.1860505025833827 4.2714740298688412 12.406297875742895 0.99341106397332612 1.9611767735332239 2.7406684681773177 3.7962730182334781 3.9566262303851536 4.1044002096168688 21.592584188329056 2.4419415873708195 2.096567600965499
leaf_count=1634 44 9 22 74 59 28 9 30 50 38 16 30 69 11 12 12 16 13 43 31 191 32 17 34 39 28 42 212 41 14
internal_value=0.000101922 0.000110814 -6.22114e-05 -0.00125814 2.51547e-06 0.000183767 0.00015915 0.00021025 0.00014897 -0.000582047 0.000217228 0.00103574 -0.000577217 -0.000950617 -0.00137567 0.000167019 0.000130399 0.000164495 0.000130776 0.000563836 5.84268e-05 -8.39818e-05 9.30974e-05 5.74962e-05 -0.000647221 0.000156356 6.64947e-05 0.00015838 -0.000147495 7.52639e-05
internal_weight=139.271 138.337 41.0281 2.10654 38.9215 97.3086 95.1723 88.9964 82.8463 7.07512 75.7712 6.15011 6.17593 5.05176 3.99966 4.88189 70.1382 68.1068 66.0672 9.45752 56.6097 2.09574 55.0965 53.1354 6.53694 46.5984 42.6418 38.5374 16.9448 14.5029
internal_count=2900 2856 1789 96 1693 1067 1039 938 867 80 787 71 101 92 81 42 737 721 705 74 631 41 618 601 73 528 500 458 246 205
is_linear=0
shrinkage=0.00192234


Tree=664
num_leaves=31
num_cat=0
split_feature=6 0 7 7 0 16 8 9 17 17 7 10 12 13 6 0 16 9 9 5 13 13 7 16 17 6 0 19 5 0
split_gain=0.40971 0.532163 0.973127 0.629199 0.542555 0.512448 0.751153 0.502187 0.643263 0.762928 0.414239 0.5258 0.474282 0.378419 0.427946 0.336381 1.03322 0.80254 0.912911 0.702756 0.601085 1.06606 1.60735 1.30288 1.02506 0.89905 1.05122 1.65294 0.944237 1.09594
threshold=10.715250360100002 95.590817286200021 20.778835947700006 24.071745547300001 102.11570516885001 17.924958083650004 7.1444245619500011 47.291708985050008 194.76181357870004 182.28951942140003 25.658442496500005 90.740838818900016 316.7844411196001 95.99139754765001 11.175261108200003 86.530713386650021 22.614947116400003 198.36365860590004 205.20707599510004 20.206488238950005 117.38883580790001 115.25151159420001 23.856905110850004 21.014950857900004 213.85098605320005 15.785368822600002 92.031298721500022 14.051133688400002 20.766972852450003 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 8 9 -3 12 -12 -6 -2 -15 19 20 -18 -19 -16 21 23 -23 24 25 26 27 -17 29 -28
right_child=13 3 -4 4 5 -7 -8 -9 -10 -11 11 -13 -14 14 15 16 17 18 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0005528407764980324 -0.00086279702191483008 0.00048460073189086076 -0.0021481113062184671 -0.002083619128195568 -0.0020426703719461071 0.0015620182519299234 -0.0020357029249749811 0.0015211223952386443 0.001217992930437909 -0.0021395759568662862 0.00043085681215622652 -0.0012887382727988594 0.00094446298136768294 0.0010023886093129804 0.0012390701765808202 -0.0020941481629880641 0.0014895811317120512 -0.00034014086259081828 0.0010827520814103099 -5.2825817817444811e-05 -0.00044612560857761139 0.0020031912879199974 7.5599511739810465e-06 -0.0013555336682412919 -0.0012031259452485565 0.00091855686832170106 0.00086694370572227425 6.0548023478669425e-05 -0.0013455338157616452 9.023269536012175e-05
leaf_weight=0.83068072376772706 1.4611849880020589 0.96362191904336059 1.3404211397864854 0.66487707663327444 0.76131468184757956 0.56395297776907671 0.91388900004676532 1.3765294803306458 1.148827488068491 0.76338744559325278 3.8628825836349279 0.83064574896707188 0.27933642454445362 2.1781912241131058 1.6795205678790797 2.0187686595600089 3.8256697431206685 3.4692258983850479 3.4650930613279343 44.821515370633279 6.6363593363203099 2.9224123246967784 3.3083044700324535 2.304542262107133 2.0622108617098993 6.0112340161576858 9.508024610579012 4.2516000838950276 1.3991827239806287 26.313785681209993
leaf_count=12 110 30 106 44 70 11 141 17 29 42 160 236 7 29 13 40 27 26 31 816 54 15 26 23 76 62 67 31 57 492
internal_value=9.4059e-05 -0.000220668 -0.00111471 -6.06385e-05 -0.000388767 -0.000232519 -0.000384748 0.000547173 8.09887e-05 -0.00067536 -0.000121626 0.000126528 -0.00124085 0.000129321 0.00014081 0.000125675 0.000204785 0.000768631 0.000370882 -6.16523e-06 0.000113876 0.000175712 0.000943577 8.6898e-05 0.000151363 0.00020779 0.00010955 -0.000633164 0.00023467 0.000296392
internal_weight=141.937 14.3004 2.1711 12.1293 7.8769 7.21202 6.64807 4.25237 2.87584 1.72701 5.73418 4.69353 1.04065 127.637 126.176 123.997 77.4964 10.76 6.93432 46.501 66.7364 60.1001 6.23072 53.8693 51.5648 49.5026 43.4914 6.27037 37.221 35.8218
internal_count=2900 905 118 787 669 625 614 118 101 72 473 396 77 1995 1885 1856 1027 84 57 829 943 889 41 848 825 749 687 71 616 559
is_linear=0
shrinkage=0.00196078


Tree=665
num_leaves=31
num_cat=0
split_feature=17 15 15 15 8 4 4 15 15 7 4 8 4 14 9 18 9 9 18 2 7 7 18 12 7 9 0 8 5 16
split_gain=0.134464 0.412082 1.24273 0.638281 0.595605 0.599431 0.595666 0.580644 1.82501 0.513426 0.833916 0.779022 0.709707 0.882581 0.676743 0.545157 0.472059 0.426148 0.410634 0.401915 0.381326 0.931747 0.815051 0.424076 0.4574 0.374114 0.762586 0.370783 0.365743 0.4535
threshold=187.45953903175004 39.283112803100003 42.670190152050004 43.758818131150008 8.3434888241000014 143.35918460430003 163.94177276475003 37.576156502300009 31.768637582200004 23.477153707700001 169.78633280640003 4.9461400813500012 214.97661128770002 264.30638260435006 66.290220196950017 11.831616630050002 201.97224908750002 204.88165762580005 13.086509421050001 91.18717909130001 22.580174331950005 22.398098708400003 13.197799034350002 86.269275643000014 22.660992635700001 65.407743180450012 71.249517373150013 8.543332867800002 22.000536998450006 15.549963637400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 -6 -7 8 9 11 -11 14 -12 -14 25 -16 -15 -5 -2 -8 21 28 -22 -24 -25 26 -1 -21 29 -20
right_child=18 2 3 17 5 6 19 -9 -10 10 12 -13 13 16 15 -17 -18 -19 20 27 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.078207724534264292 0.020856757310368613 -0.058872794821689708 0.037706513397863892 -0.072602663885553226 -0.01957331450543497 0.050492679675076958 -0.031354995730219035 0.044942655041061846 -0.079225499924008874 -0.081074770736387761 0.027704474211068947 0.054012540141907435 -0.077687804349253597 -0.036415099994696547 0.004365001300898892 -0.069149643141682399 0.028652803542600733 0.016187901773101677 0.021721733414673074 -0.0035186047513480426 -0.039289862750996364 0.046020125339677649 -0.035785927028060924 -0.044912297933801498 0.0023024949426138771 0.053784155909277126 0.012059217484003499 0.048979402987165431 0.023638523393568776 -0.070973902674856482
leaf_weight=0.44920444034506157 4.7164717539853873 2.0902103097178033 1.4749075731961059 0.51081014631199639 1.6155358278192569 2.4495362246816512 0.85828852077247608 0.8921989034861334 1.4895859100797686 0.79028446401934971 1.6013095800190056 1.3270751675590871 0.98833331789865075 0.89642414438276308 0.79255909197308916 0.98460621788399294 1.0583988046855664 0.43625370413064957 0.33773085451684781 1.2336698542349043 2.2641616144101127 2.4619137361878529 1.3419529161765229 0.90529629040975024 66.667277608255972 0.74870416847988952 4.3780212980927899 1.1148772580781949 0.5865226745372637 0.71856405562721193
leaf_count=20 74 30 14 38 24 34 21 7 31 22 55 16 81 151 103 191 31 6 13 20 37 36 31 12 1527 12 178 31 12 42
internal_value=0.000591061 -0.00332809 -0.0216009 0.0105656 0.000155428 0.0158715 0.025995 -0.00681461 -0.00979295 -0.00241326 -0.0185215 0.00748669 -0.00764343 -0.0268755 -0.000910225 -0.0363645 -0.00118542 -0.0317023 0.00197162 0.00728244 0.000788479 0.0203421 -0.000339139 0.000940572 0.00166994 0.0103898 0.0036593 0.0214027 -0.0181388 -0.0413362
internal_weight=108.181 28.1808 4.51218 2.42197 23.6686 7.27191 5.65637 16.3967 15.5045 14.0149 5.33475 8.68017 4.54447 2.94316 7.3531 1.77717 1.95482 0.947064 79.9999 3.20684 75.2834 4.10473 71.1787 68.9145 67.5726 5.57593 4.82723 2.34855 1.64282 1.05629
internal_count=2900 1116 88 58 1028 130 106 898 891 860 340 520 318 263 504 294 182 44 1784 72 1710 103 1607 1570 1539 210 198 51 67 55
is_linear=0
shrinkage=0.0659776


Tree=666
num_leaves=31
num_cat=0
split_feature=13 16 3 13 13 16 0 16 15 6 13 8 15 16 6 18 0 5 10 5 9 18 0 15 5 13 17 9 6 0
split_gain=0.639282 2.74874 1.99161 1.12808 0.96582 1.39619 1.36838 1.25203 1.37233 1.24999 2.11421 1.41592 1.07 0.923189 1.17004 1.08139 0.928567 0.879427 0.946274 0.964773 2.58107 0.873613 0.829384 0.79532 0.781738 1.26003 0.778477 0.764312 0.616083 0.767941
threshold=112.82921081865001 19.974953289850003 89.227236891450005 113.92610173585001 109.72404167800001 19.214955067100004 92.313586825200005 18.684956306450005 29.049007317550004 14.775345223550003 107.97116697695002 7.943800736700001 27.992471162000005 15.919962772200003 11.585270688000001 13.650870338750002 97.32487278035002 20.206488238950005 62.837331883000012 21.042547594650003 197.19111486365003 14.025183600500002 88.76213363490001 31.385732506450001 12.294714844000003 92.692659421600013 200.23903127160003 213.24207352880003 15.610364733650002 86.530713386650021
decision_type=2 2 2 2 2 2 2 2 2 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 7 23 8 12 10 -9 -12 13 24 16 -16 -15 22 19 20 -19 -10 -5 -6 25 -1 -23 -28 -21 -30
right_child=2 -3 3 17 6 -7 -8 9 21 -11 11 -13 -14 14 15 -17 -18 18 -20 28 -22 26 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-4.4227565557889131e-05 0.0012963698773449813 -0.0017653703611781905 -0.0012388138274655599 0.0014949438565546422 -0.0018778462242469971 -0.0015458475797130323 0.0011384004270175705 0.0013948437576174731 0.0010940870018489801 0.0018504989062066227 0.00080911192834525771 -0.0022175681691263358 0.0012564097025095028 -0.0020648997514748197 0.00031658278000612055 -0.0018723719621172063 0.00059331546155886423 0.00018317029694699604 0.0007617101154565488 -0.0012819650117984964 -0.002318288283507075 -0.0023023117157870937 5.5433983763185506e-05 0.00048562607679160228 0.00029514342549132749 -0.0020323511660504724 -0.0020565890934652192 0.0010715582005165548 1.8959504921613952e-05 0.00057356213936086173
leaf_weight=6.0178194650579853 6.0186885106377295 3.1889426298439494 2.1123281967884386 3.5008726012893012 1.0193867788548217 2.1552756656892589 6.1162486914545298 2.632594931870698 0.52307350374758188 2.54552211612463 0.9110206970945004 1.5311050047166643 2.3963064691051832 0.57863767532398869 1.1202641799463888 3.2638518237508833 3.0207264395430684 4.6465387716889373 7.5051691685803226 1.1172423618845631 2.2684946632944047 2.0376212866685823 2.5610657222568989 1.0873613953590391 19.961247601939249 1.4647516487166283 0.52389681467320748 0.64277428243076429 35.777520900592208 12.432188736274837
leaf_count=560 54 49 43 28 34 39 40 24 12 13 16 40 24 74 37 115 89 38 80 11 26 85 19 8 512 112 28 19 583 88
internal_value=0.000117848 -2.65879e-05 0.000234113 0.000145219 6.65258e-05 -3.14645e-05 0.000678164 3.49141e-05 -9.64494e-05 0.000751201 0.000199784 -0.00108848 1.32208e-05 -7.08687e-05 -0.000646219 -0.00131303 0.000165978 0.000187098 0.000120563 3.50054e-05 -0.00063744 -0.00120933 0.000886775 -0.000657981 9.65022e-05 -0.000433413 -0.00158535 -0.000333145 0.000129274 0.000161979
internal_weight=140.679 62.7384 77.9401 71.9214 59.5495 51.3265 8.223 49.1712 41.551 7.62024 5.07472 2.44213 37.8236 35.4273 7.98348 4.38412 3.59936 69.8091 63.7472 56.242 6.91503 3.72737 6.06194 2.10675 27.4438 7.48257 3.20429 1.16667 49.327 48.2097
internal_count=2900 1930 970 916 1881 1799 82 1760 1667 93 80 56 1523 1499 315 152 163 873 826 746 64 144 47 42 1184 672 132 47 682 671
is_linear=0
shrinkage=0.00192234


Tree=667
num_leaves=31
num_cat=0
split_feature=14 14 12 16 18 19 0 16 6 5 2 3 17 7 10 0 15 16 6 16 6 6 6 16 17 3 10 7 5 18
split_gain=0.12862 0.467821 0.655707 0.539546 0.749109 0.477379 0.456302 1.00118 0.762431 0.780831 0.753955 0.734906 1.88222 0.682928 0.62467 0.662724 0.579607 0.639761 0.878452 0.523651 1.37741 0.659655 0.52822 0.468142 0.70332 0.499883 0.445449 0.480238 0.790799 0.470744
threshold=241.54317565595002 244.99684607285005 179.95305839630004 22.674946976100003 13.415872650200003 14.651182102100002 86.530713386650021 22.584947186600004 15.925372093750001 21.072315829300003 185.83358638795002 90.988176966900014 199.55131508320002 23.974509389900003 62.837331883000012 92.313586825200005 38.469938489650012 22.614947116400003 15.610364733650002 19.254954973500002 13.955326063950002 13.665319288000001 14.855347092800002 22.564947233300003 190.94194574995001 108.3367972827 68.579878449600017 24.052187734100006 14.624842172000003 15.914538559100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 10 9 16 -3 -10 -13 -9 -11 -16 17 18 19 20 21 26 -22 24 25 -12 -8 -28 29 -29
right_child=1 3 -4 4 -6 -7 8 13 11 14 23 12 -14 -15 15 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0026158603655722507 -0.054843430812598584 -0.054270026957341767 0.0078495565455260936 -0.014343677029999329 0.037247486423558566 0.025639786277250116 -0.064233858819820647 -0.042301492007784582 0.043814599052724341 -0.091719168289251141 0.031557702978264782 0.028813228674439258 -0.03392022632587785 0.016056518138125413 -0.0011976876336715885 -0.057383876997224394 -0.07117249330986028 0.050433953739568778 -0.076452467405165744 0.027091134200025905 -0.057519535814166523 0.035922405959724096 -0.0045517479703848888 0.047863261868715624 -0.066487455281210431 -0.024491605695306708 0.021331132454999565 -0.039772611511208221 -0.053839201757924074 0.0061111947936173128
leaf_weight=53.660476499851939 1.3517053974501316 0.66479137737769445 1.0652414914220569 1.5297350744949643 2.9302071407437325 2.1013316451571873 0.38436984113652428 4.3902192654059036 2.2725452100858075 0.51686247831094023 1.8275130973052007 4.4728810433298349 2.7628501136787236 0.85564972274005402 2.122794716036879 1.1589354882744372 0.41523847379721601 0.86539993435144325 0.55100235901772876 2.262668057344853 2.0341894080629568 2.021651239367201 1.004248247714713 1.0927137848339041 0.45235059900733166 0.82461923097798706 3.1040918994985978 0.90493325953138803 1.0824728070583658 6.7868073348472535
leaf_count=1116 38 28 10 42 46 21 29 119 30 8 66 33 36 12 42 70 14 8 7 22 73 35 12 17 20 47 154 73 80 592
internal_value=0.000545674 -0.00151876 -0.0272122 -0.00031043 0.019552 -0.00219791 -0.0035027 -0.0146768 -0.000250008 -0.00568748 0.00485868 0.01417 0.00485945 -0.0327828 -0.0306568 -0.0210397 -0.00125884 0.000123459 -0.00203873 5.47761e-05 -0.00347666 0.00429501 -0.0400129 0.014224 0.00238372 0.0141305 -0.000919154 0.00112964 -0.00601712 0.000712965
internal_weight=107.47 53.81 2.41695 51.3931 4.45994 46.9331 44.8318 10.1079 34.7239 25.2157 4.86199 9.50828 7.23573 5.24587 3.79859 3.28173 21.4171 21.0018 20.1364 19.5854 17.3228 14.2843 3.03844 4.1972 3.10448 2.65213 12.2627 11.8783 8.77421 7.69174
internal_count=2900 1784 48 1736 88 1648 1627 309 1318 1219 178 99 69 131 120 112 1099 1085 1077 1070 1048 963 85 150 133 113 928 899 745 665
is_linear=0
shrinkage=0.0597579


Tree=668
num_leaves=31
num_cat=0
split_feature=6 6 0 5 0 9 0 18 9 7 16 17 10 3 16 5 18 5 7 13 4 6 7 5 3 10 7 18 13 6
split_gain=0.694533 1.25893 0.618404 0.886599 0.696068 1.27381 1.50835 1.89248 1.39019 1.05959 0.896504 1.77402 1.50598 2.60346 2.49479 1.26074 2.07979 1.13081 1.12298 1.00346 0.878256 0.873858 0.83941 0.691246 0.652737 0.629131 0.519892 0.549791 0.836715 0.713862
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.222050829800004 94.047642319350018 206.50942114985003 94.964406541850011 14.234745508550002 214.22994816675003 24.803585171000005 19.214955067100004 173.06150329755005 66.697957758300021 89.227236891450005 19.974953289850003 19.915533535850003 14.582524213600001 18.092020786850004 23.102607264700001 113.92610173585001 144.53986173305 15.675366252400002 24.071745547300001 20.206488238950005 89.805255389500005 63.431481129800005 29.973557588500004 17.327266398450003 95.870416931800023 12.380289263450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 -2 3 -3 10 6 7 -6 -7 22 11 18 13 -12 17 -13 -17 -14 20 -15 -5 -22 -8 25 -25 -21 27 29 -29 -1
right_child=1 2 -4 4 5 8 9 -9 -10 -11 12 15 14 19 -16 16 -18 -19 -20 23 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-7.1716719333535069e-05 0.0013540406002825317 0.0016664530143944082 -0.0010273736455362517 -0.0036427379021260098 0.0013157989334778377 -0.0022876330025501548 0.00066154546836425031 -0.0020503112288972167 -3.8467019290544025e-05 0.001347327375078991 0.0015188559793707359 0.0019391127855565048 0.00091002999679806176 -0.0012455844393955658 -0.0023704894624141533 0.0013802315726372776 -0.0026486559302494532 -0.00089172015393844395 -0.004107753787657909 0.0014986601032050376 0.0010783345240945811 -0.0013956292775634213 -0.00088011578836869791 0.0014410247736687937 6.4277830902564561e-05 0.00016097438427818299 -0.0019921533980387434 -0.00030011645814441787 0.0010492322555059681 -0.00083710443548760927
leaf_weight=20.908434696990302 3.3532065134495488 1.4680861756205548 1.7336158980615426 0.24389993085060169 0.90029741730541291 2.1211488765547974 2.9801880549639446 2.2394832689315081 2.1051082975463942 3.4435931071639061 5.4770660102367392 4.3983533268328756 2.7979077585041514 2.0263653099536887 2.3625199571251869 1.619196708488744 0.70802284218370903 2.5688694631680846 0.29709096252918232 2.6920087304897597 1.6535481989849361 0.82170723521994649 2.4943757639266551 1.3543915636837471 59.012922066089232 2.7150426208972931 0.5772140990011384 3.5512032662809352 3.5161950867623091 6.037954415078274
leaf_count=687 34 11 36 8 5 65 24 62 41 25 42 32 16 16 37 56 19 29 2 23 45 177 31 8 703 19 165 263 51 168
internal_value=9.6392e-05 0.000170472 0.000134469 0.000153033 0.000132274 -0.000241005 8.36636e-05 -0.00108512 -0.00116732 0.000495151 0.000199256 0.000761244 0.000131672 0.000218501 -0.000691507 0.00132159 0.000154501 4.76016e-05 -0.00048821 0.000113456 -9.27435e-05 0.000257056 -4.08817e-05 0.000155325 9.51663e-05 0.000826968 -0.000146866 -0.000115552 0.000371216 -0.000243219
internal_weight=148.179 113.588 110.235 108.501 107.033 16.2842 12.0579 3.13978 4.22626 8.91816 90.7489 9.74182 81.0071 73.2778 7.7293 6.72557 2.32722 5.36678 3.01625 67.8007 2.71916 2.47526 5.47456 65.7744 60.3673 5.40705 34.591 34.0138 7.0674 26.9464
internal_count=2900 1566 1532 1496 1485 253 147 67 106 80 1232 339 893 811 82 107 75 45 232 769 230 222 55 753 711 42 1334 1169 314 855
is_linear=0
shrinkage=0.00196078


Tree=669
num_leaves=31
num_cat=0
split_feature=13 12 5 18 7 10 17 14 8 8 10 7 17 17 18 15 18 16 7 0 3 10 14 19 7 4 7 15 17 15
split_gain=0.137902 0.353846 0.786772 0.288813 0.315786 0.310813 0.237243 0.236026 0.395465 0.400604 0.373964 0.693633 0.289014 0.372477 0.171517 0.338244 0.163542 0.618688 0.532336 0.838436 0.863728 0.725599 0.664192 0.588608 0.346694 0.90205 0.542209 0.571883 1.44161 0.753009
threshold=95.99139754765001 216.11788648010003 2.7861270712500006 17.327266398450003 26.752366550650006 80.468240302450013 211.47438991805004 315.57679249195007 2.9476996444500005 1.3489472949000001 84.600400448950026 21.061418062900003 200.96259924040001 201.37020668845003 16.083212871900006 7.2024861368500011 15.269763541350001 14.034967180100002 24.918974924200004 96.249489528150022 81.796338618900009 78.220689305400015 299.73349768090003 12.250988447150002 24.390191290350007 183.81532008410002 24.575790737200006 28.566186095050004 196.27545234990001 27.122924609850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 16 -6 -5 -3 9 12 11 -11 -9 -14 -1 -16 24 -18 -19 -20 21 22 -21 -23 -2 -26 -27 29 -29 -28
right_child=3 7 -4 6 5 -7 -8 8 -10 10 -12 -13 13 -15 15 -17 17 18 19 20 -22 23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.071662827710888055 0.0021490723663883013 0.03910361173683901 -0.071779486441601703 0.063097363290216035 -0.059682687902071652 0.012852674775490697 0.01055639231918833 -0.071814018176704714 -0.071289273227656158 0.0513106973621709 0.044474757567834179 -0.058910504707742034 0.068716115411723871 -0.071149082797641941 0.066982614222110506 -0.072726083029212241 -0.047246172712351361 0.048568571515710812 -0.052500305669535251 -0.058772186074628328 0.043381580028644937 0.05667034923515208 0.0186189645986123 -0.018528430256402287 -0.058145010453837617 -0.035521851891636133 -0.006232794605748198 -0.084251750351717003 0.0049379824989973353 0.067888553052236567
leaf_weight=0.25431117415428062 71.771264980525302 0.67215574550209556 1.1018889501501687 0.63937895279377599 0.81802881782641523 0.44830416422337294 1.2351914450991897 0.51654990243696453 0.40490595290611953 0.49172143265604995 1.2068100889446212 0.64972561184549704 0.21709177969023585 0.16374562730197795 0.16636075839051045 0.1736044231656706 0.87971575558185477 1.7962026410386887 1.0332174790091793 1.5344224276486786 3.0656629437580705 1.2177907540462913 0.84191441303119052 0.87827525241300453 1.6684287537354965 2.1499240751145399 1.3389444505446584 1.017062957980668 7.0232530660432531 1.34870948723983
leaf_count=4 1390 26 297 13 44 14 39 115 110 9 36 45 3 66 15 58 46 36 42 63 43 21 25 33 37 44 43 46 121 16
internal_value=0.000636377 -0.00965847 -0.0367598 0.00125167 0.000735273 -0.0340039 0.0284771 0.000975682 -0.0060446 0.00209491 0.0173011 -0.0114286 -0.0376963 0.00857939 0.0281727 -0.00436013 0.00118617 0.00912748 0.013911 0.00664811 0.0147554 -0.00486678 -0.0313532 0.0251612 0.000151412 -0.00970501 -0.00342924 0.00300224 -0.00634411 0.0309625
internal_weight=106.725 6.01887 1.69617 100.706 98.8311 1.26633 1.87457 4.32271 3.65055 3.24564 2.34826 1.14145 0.897387 0.380837 0.594276 0.339965 97.5648 11.2472 10.3675 8.57128 7.53807 4.4724 2.37634 2.09607 86.3176 14.5463 12.8779 10.728 8.04032 2.68765
internal_count=2900 784 374 2116 2064 58 52 410 384 274 90 54 184 69 77 73 2006 309 263 227 185 142 88 54 1697 307 270 226 167 59
is_linear=0
shrinkage=0.0700159


Tree=670
num_leaves=31
num_cat=0
split_feature=15 13 5 5 7 7 6 4 6 19 15 15 16 19 9 16 19 5 18 6 17 3 9 12 7 13 8 6 18 5
split_gain=0.137757 0.320997 0.15131 0.609918 0.489382 0.562174 0.390115 0.351554 0.436523 0.380967 0.27491 0.405805 0.389269 0.291568 0.249685 0.204521 0.544054 0.559425 0.593999 0.466402 1.24667 0.410435 0.59615 0.645127 0.453182 0.912486 1.10634 0.647773 0.429144 0.686351
threshold=50.243466369800011 117.62273166525001 25.763052016400003 24.779543538450003 21.725272673150005 20.778835947700006 16.425383776450001 122.51844363470001 22.460524786550003 13.851117550450002 27.122924609850003 20.742056627150003 14.614965823850001 13.051052998800001 66.750324551100007 22.624947093000003 14.251149826300002 20.361635946650004 12.933745112000002 16.395383075500003 199.01194954300004 93.862138708350017 187.38923140910003 116.69318432075001 22.580174331950005 113.96105169155001 8.6432548896500023 14.055328400500002 13.197799034350002 24.301614351200005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 -4 9 10 11 12 -9 14 -13 21 -17 -18 -19 20 -20 24 23 -23 25 26 27 -1 -26 -30
right_child=1 -3 4 6 -6 -7 -8 8 -10 -11 -12 13 -14 -15 -16 16 17 18 19 -21 -22 22 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.002599431857681227 -0.078499502688890721 0.0091502260296546182 -0.087145955064871286 -0.0075186348141041909 0.048841896286794487 -0.077089442551041013 -0.079942928740943747 0.039998389355533903 0.075405198462527537 -0.074759542876587357 -0.024406031582615728 0.044040467570937283 -0.086649278377605429 0.058102983911956792 -0.074068345198766788 -0.029736042595776106 0.051822667519058487 -0.024136553680309456 -0.054121159084860475 0.021471309297036702 0.023041803169639323 -0.04863964916540376 -0.080669544727976814 0.053135885573875295 -0.025351905781456078 0.045687280823685637 -0.10363085357390894 0.071853889256405137 -0.0013515320683261957 0.069112144201494585
leaf_weight=4.2360942244995368 0.36720741816679847 0.50780550052877516 0.18555106595158521 0.73800271503568982 1.3981483437819404 0.43157584824075446 0.78051292114832904 0.2199185336794488 0.50364498794078816 0.2860757513262796 0.79132488619507046 0.18496394716203202 0.28314700654300395 1.2780174449580952 0.18025506607955322 1.8498384647537047 1.5590245798230196 2.6227703038603094 1.7181145445210848 9.9303397280746122 2.8217399306595325 0.69251445503323272 0.79611448917421501 0.58682684191444423 3.772111962811322 3.2003512508235872 0.49983234889805306 0.69358951348112885 61.697970807392267 0.71318292990326781
leaf_count=207 38 17 3 24 26 29 58 16 4 47 49 4 27 39 59 27 18 41 25 120 35 31 40 36 44 32 5 12 1782 5
internal_value=0.000585978 -0.0276328 0.000821921 0.000167592 0.0120919 0.000264871 -0.0447445 0.00879672 0.0135728 0.00391266 0.011574 0.0248396 -0.0312844 0.0420215 -0.0142525 0.000867863 0.00720571 0.0108695 0.00713419 0.0128021 -0.00616063 -0.000822082 -0.0321492 -0.00195577 4.6991e-05 0.0154397 -0.00238923 0.00787589 -0.00196012 -0.000546332
internal_weight=105.527 0.875013 104.652 98.9089 5.74262 4.34447 1.51852 3.9129 3.72735 3.2237 2.93763 2.1463 0.503066 1.64324 0.365219 97.3904 20.5018 18.652 17.093 14.4702 4.53985 76.8886 2.07546 1.27934 74.8131 8.62987 5.42952 4.92968 66.1833 62.4112
internal_count=2900 55 2845 2542 303 277 82 248 245 241 194 145 43 102 63 2460 266 239 221 180 60 2194 107 67 2087 256 224 219 1831 1787
is_linear=0
shrinkage=0.0714163


Tree=671
num_leaves=31
num_cat=0
split_feature=10 7 5 15 13 7 16 10 17 12 19 15 10 10 0 16 13 16 3 15 7 16 0 0 5 15 18 6 15 6
split_gain=0.509446 0.416829 0.381274 0.337054 1.26529 0.899868 0.408677 0.846536 1.61905 1.31179 0.668231 0.70389 0.894864 0.588652 0.939236 1.06365 1.22703 2.02159 1.56497 1.01658 1.10078 0.919974 0.870713 0.879841 0.558455 0.529726 0.578808 0.667617 0.555506 0.550094
threshold=90.988176966900014 27.952168727600004 7.7286379265000011 46.574831689400007 117.61735474900001 23.539316666200005 18.594956516900002 74.986474174450009 195.53954078470002 107.90491928010002 12.751028791950002 29.049007317550004 67.316303128300021 71.787208999250012 94.047642319350018 19.214955067100004 112.82921081865001 19.974953289850003 89.227236891450005 27.122924609850003 24.976928324600003 19.774953757550005 92.313586825200005 90.662873533100012 17.369804050850004 26.744537432900007 14.371157440600003 13.855323727400002 16.522436993950006 15.545363214900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 7 8 9 -1 25 12 -12 14 15 22 17 21 -18 -16 -21 -17 23 -8 -13 26 27 28 -11 -29
right_child=1 -3 -4 4 5 -7 13 -9 -10 10 11 24 -14 -15 19 16 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0018682777905815603 -0.0020015057469919798 -0.0019933313758736986 0.0013396975352139731 -0.001846067179168098 -0.0011004036969611865 0.0010925433428846892 0.0011969495545288971 0.00017952048094284633 -0.0020723895649124016 6.9611663986760344e-05 -0.00054502995909080497 0.0010760559842243956 0.001607343322574725 0.0012243085563868276 0.0011035655553335388 -0.00074978284228793195 0.001279909158424918 -0.0022579254806435987 0.00018192011037236291 -0.0020508661448797572 -0.00012722748909465483 0.00091867604438860358 0.001582276558071069 -0.0013111686042314654 -0.0020652245807634786 -0.0016522683744129641 0.00096527938782580173 0.0011107759497260491 -0.0020827814004966286 -0.0019883838687574187
leaf_weight=1.4791981042217219 0.20006724973791168 0.79333119020157028 0.38206257644924335 1.536038014513905 1.1080189454369249 2.0512900836765766 1.1605111446115182 29.086769672168884 1.9357347015466064 0.74556498369201873 1.01578627787967 0.34958560368977476 2.7618345324881375 2.1905024647712699 1.1225075684487809 2.5991256115958086 5.3826183164492241 2.0076398449018598 68.55963611981133 2.046745119150728 2.592201292514801 2.4857458993792534 3.9535819049924612 1.0020385682582853 0.57626450812676921 0.98445015517063428 1.4430507401702923 1.1353219344164243 1.2078562676906583 0.27317864385258861
leaf_count=75 48 244 27 76 38 18 33 849 117 40 83 5 23 28 9 31 50 38 652 51 35 12 32 8 45 32 27 42 63 69
internal_value=0.000118905 -0.0010687 0.000191388 0.000130345 -0.000386292 0.000323443 0.000147911 -1.07307e-05 -0.000408621 -0.000139611 0.000104081 0.000653058 0.00102858 0.00021963 0.000195944 0.000246633 0.000187122 -0.000591932 0.000261848 -0.0005708 -0.000975954 6.58454e-05 0.00103511 3.47885e-05 -0.000879129 -0.000341921 -7.3455e-05 -0.000519315 -0.00126127 0.000509694
internal_weight=144.168 1.37546 0.58213 142.793 4.69535 3.15931 138.097 42.9946 13.9078 11.9721 10.4929 4.70347 3.77762 95.1029 92.9124 87.1509 81.0348 7.09251 73.9423 5.76145 4.63895 5.08487 6.11613 2.16255 0.92585 5.78942 4.80497 3.36192 1.95342 1.4085
internal_count=2900 319 75 2581 132 56 2449 1470 621 504 429 156 106 979 951 856 783 81 702 95 86 43 73 41 50 273 241 214 103 111
is_linear=0
shrinkage=0.00196078


Tree=672
num_leaves=31
num_cat=0
split_feature=6 15 6 6 18 15 16 12 16 8 19 16 10 13 16 19 3 3 6 10 10 2 6 9 16 6 3 10 5 5
split_gain=0.545964 0.84291 0.383693 0.491732 0.853491 0.42429 0.274544 1.22705 1.14218 0.872549 0.829023 0.69815 0.695813 0.854345 0.694632 0.605904 0.74704 0.511051 0.462513 0.329232 1.07623 2.01359 0.996036 0.956673 1.24212 1.01801 0.930071 1.25139 1.06014 1.17136
threshold=5.0951190466500007 17.382777826050003 4.3151008216500015 3.6650856341500009 16.433295803950003 5.4774945026000008 12.644970430600003 235.75385747780004 9.6249774926000011 2.8477776226000002 11.850956171350001 14.994964935250001 80.468240302450013 101.09946799550001 9.2749783111000017 12.250988447150002 81.430708313150021 73.962171626800014 12.915301763950003 75.403185184700007 72.953999827850012 63.69489481965001 13.705320222600003 192.53043113735001 17.654958715000003 13.075305502400001 82.979260196300018 70.182199495350019 18.895511665650005 18.310380701750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -9 12 15 13 -8 -2 16 18 -17 -12 20 26 -22 23 -21 25 -25 -13 -28 29 -29
right_child=6 -3 -4 -5 5 -7 10 9 -10 -11 11 19 -14 -15 -16 17 -18 -19 -20 22 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00073748710944571074 -0.0019113046239974619 -0.0016620962951593332 -0.0019102274693301119 0.0012435285213508445 0.00069445669026932031 -0.0018946614116050007 -0.00083822695977640621 0.00091246022840869205 -0.0019675256043165464 -0.0012514479312853081 -4.5822128302295745e-05 0.00095942757226759583 0.0015570514672984131 0.001075980574336316 0.0014643331814102243 0.00017659962585365462 0.00074014882351872667 -0.0020484200956030567 -0.0021106924415723203 0.00097711602192208924 0.00095738867061667828 -0.0017162148870595582 0.0011129740977377828 -0.0019803402183727319 0.0010928199836919106 0.0001009333117667612 0.00015878336225542302 -0.0007131093635345297 -0.0017494411970386003 0.00083582998960651464
leaf_weight=1.373563799774274 0.2959623563656345 1.5056750825024208 0.3428099306183866 0.99393920102738764 0.27357898621994525 1.0281397202343212 1.3941140277311199 2.9439020431600516 1.9558367608406113 0.81153702578740183 0.75644135172478788 4.4264933425001791 2.4616444734856486 1.8553651121910659 0.70114223880227655 0.48353034071624268 1.6913395499577744 1.2996538891457019 0.7255512485280633 2.2033288897946459 1.4525390658527602 2.8458778723143041 4.3801699932664633 1.8930782031966376 1.2080832780338822 1.3924982771277425 96.292971607923391 5.3421854730695468 1.9636909145046955 2.4226789623498917
leaf_count=31 65 193 38 31 45 202 27 40 197 73 20 48 29 37 15 17 24 52 20 30 9 79 44 79 19 20 1205 90 90 31
internal_value=8.70747e-05 -0.00048325 -4.0841e-05 0.000133813 -0.000278476 -0.00135051 0.00010905 -0.000255878 -0.00114704 0.000444847 0.000126986 9.68941e-05 0.000816067 0.000254734 0.00046237 -0.000583289 -9.90235e-05 -0.00144508 -0.00105674 0.000123688 9.43223e-05 -0.00081274 0.000427885 -2.01977e-05 -0.0005092 -0.00109825 0.000129623 9.49783e-05 -0.000536562 -0.000229832
internal_weight=148.717 5.51771 4.01203 3.66922 2.67528 1.30172 143.2 6.70838 2.95294 3.75544 136.491 130.78 5.71112 3.24948 0.997105 4.95652 3.17333 1.78318 1.48199 125.824 114.746 4.29842 11.0772 6.69699 4.49366 3.28558 110.448 106.022 9.72856 7.76486
internal_count=2900 540 347 309 278 247 2360 390 277 113 1970 1877 93 64 80 133 64 69 40 1744 1552 88 192 148 118 99 1464 1416 211 121
is_linear=0
shrinkage=0.00184769


Tree=673
num_leaves=31
num_cat=0
split_feature=6 6 16 13 9 0 9 0 17 9 0 18 9 16 9 7 18 17 2 6 9 5 17 3 17 9 13 19 7 6
split_gain=0.707512 1.14543 0.593816 0.930173 0.71236 0.691753 1.37213 1.17927 1.68249 1.08772 0.793724 0.772939 1.05971 0.737451 0.993549 1.04737 1.28761 0.782939 1.20229 0.899261 0.863609 0.836204 1.2772 0.690232 0.624088 0.616112 1.07744 1.32852 1.04864 0.92751
threshold=13.665319288000001 13.775321858200002 14.524966034300002 103.02440401690002 66.750324551100007 93.972365491700018 206.50942114985003 94.964406541850011 192.15389660515004 214.22994816675003 87.181320254150009 14.752187928300001 201.2906445504 22.654947022900004 188.53841931785004 22.940014114900002 13.482409244300003 200.83528241485001 299.31602032135004 15.925372093750001 205.20707599510004 20.950952025950006 196.15688609640003 92.751805500450018 201.37020668845003 202.80137809380003 117.61735474900001 14.551174033150001 23.699538637550003 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 -2 4 -4 -3 10 7 8 -7 -8 23 12 -9 14 -12 -16 -17 21 19 -19 -21 22 -18 -5 -6 28 27 -27 29 -25
right_child=1 2 3 5 24 6 9 11 -10 -11 13 -13 -14 -15 15 16 17 18 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00012683511939570773 0.0013785028667960106 0.0014673906816377042 0.0018269426380921766 -0.00097677634029698325 -0.0022399109397016016 0.00077815539956817899 -0.0022506884029960591 -0.0010581318696326304 -0.0021959735448647691 -0.00017396419924003932 0.001533873898682425 0.0011050753509205915 0.0010163592679564089 0.0014292140476940658 -0.00081188105955292387 0.0017544560531869251 -4.1471752654702211e-05 -0.0015455547712783344 0.0011544038434166135 -0.00095486434932078165 0.00072317246369442596 -0.00032051712364450504 0.0013102651605024129 -0.00083271999527505442 0.00079860278860193672 -0.0022848012987880919 0.00018982878930449572 0.00046074728717728636 0.0012293044351705997 0.00022179203818872904
leaf_weight=32.650076343939872 3.0919948555529109 0.37868980132043262 1.3136192001402367 2.2649471573531619 1.1398284191236596 1.2792365306522682 1.9677169831993517 2.083586885593832 1.7072895318269727 1.9117190978722645 2.6270326003432301 4.1754362769424915 1.7351033696904776 2.7929289638996115 3.0529735945165184 2.4519856795668629 4.343556312844159 2.3934966197703016 1.9996954412199555 2.2377612702548504 2.4926226194947958 3.3424348770640782 7.0481922328472137 3.517833159712608 0.3366419028607196 1.9086771946167567 4.8734094202518463 1.0505425836890934 3.6311306459829202 36.272574619564693
leaf_count=1334 34 6 13 25 76 14 73 33 57 44 22 34 18 28 26 15 37 35 22 24 27 33 47 83 8 59 71 13 27 562
internal_value=0.000126475 0.000202059 0.000167849 0.000187375 -0.000931771 0.000166498 -0.000224901 0.000129248 -0.000922047 -0.00122731 0.000232365 0.000522002 -0.000115543 0.000462962 0.000378601 0.000275241 0.00040139 0.000262329 -0.000189069 -0.000566186 -7.06417e-05 0.000541839 0.000794862 8.24979e-05 -0.00154712 0.000129308 -0.000376859 -0.00131011 0.000220613 0.000128564
internal_weight=142.073 109.423 106.331 104.476 1.85516 103.162 14.8601 10.9807 2.98653 3.87944 88.3018 7.99413 3.81869 34.7827 31.9898 29.3627 26.3097 23.8578 9.12358 7.12388 4.73038 14.7342 11.3917 53.5191 1.47647 51.2542 7.83263 2.95922 43.4215 39.7904
internal_count=2900 1566 1532 1442 90 1429 273 156 71 117 1156 85 51 316 288 266 240 225 108 86 51 117 84 840 84 815 143 72 672 645
is_linear=0
shrinkage=0.00196078


Tree=674
num_leaves=31
num_cat=0
split_feature=15 5 3 17 16 16 9 15 17 13 16 4 6 9 16 12 14 18 16 9 8 5 18 10 12 16 16 5 15 19
split_gain=0.134326 0.581424 0.464112 0.721899 0.679543 0.810338 0.415607 0.267637 0.565359 0.771544 0.300339 0.765928 1.00885 0.674455 0.369511 0.305314 1.64609 0.69488 0.719251 0.860575 0.568382 0.485153 0.46455 0.583157 0.441152 0.553423 0.625673 0.456272 0.434183 0.422643
threshold=45.169600924000008 24.301614351200005 92.913112988300014 200.07083195085002 22.604947139800004 22.674946976100003 202.64563922830004 42.80317728375001 203.55281641305004 117.56358558635002 22.674946976100003 254.49455531690003 16.555386813950005 192.33792147965002 22.654947022900004 247.85609524425004 322.14344873355009 14.117867417450002 22.604947139800004 207.37918994975004 1.3489472949000001 30.690160697650004 14.752187928300001 64.321360770950022 234.88438170465002 12.594970547500003 9.6249774926000011 16.069922422900003 17.183237161800005 10.350835137000002
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 -2 10 9 -9 14 12 -12 -14 15 24 -17 21 19 20 -19 -18 -21 -24 25 26 29 -26 -27 -1
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 11 -13 13 -15 -16 16 17 18 -20 22 -22 -23 23 -25 27 28 -28 -29 -30 -31
leaf_value=-0.065557822267593643 -0.069737351518264837 0.052703295995909796 0.051008385242022183 -0.072031017942363051 -0.068009793332426599 0.01290294193368946 -0.0089799705888972074 -0.027633880842123738 0.051336932014861891 0.02208612560026884 -0.066447703643857381 0.02523509399642181 0.023673944396006966 -0.034029115237217654 0.020679912169789896 -0.092565439764419596 -0.062630226260925001 -0.04366349574496492 0.063132235881388221 -0.090387401549768986 0.01996271055562468 0.0042614442397987985 0.065382228242744506 -0.030645072658549294 -0.018270304509189539 0.035612525055635932 -0.06530927288023311 0.036756153325698981 0.0011077265036825504 0.034020733162914422
leaf_weight=0.23448014258610683 0.88457764941267558 0.66725468402728427 0.97626004982157688 0.54750761025934469 0.71893602141062762 1.618028736382257 0.92751775623764843 1.938285129435825 1.2813105825334785 3.5611613662913442 1.6080338321626175 1.5996836238773537 1.6357263289391997 1.6227482401300219 3.7969477716833344 0.87619399488903482 1.1697503214272718 0.63268830456217617 0.77662598341703493 0.42999615939334068 5.2485622038730071 0.69517687281768292 0.29068443924188647 2.0332272769956035 0.78526045134640243 1.5010130549781013 1.0588069531586368 2.6546207297651563 63.931573418725748 0.63725403457647189
leaf_count=121 25 8 19 16 66 38 15 35 18 46 18 30 18 38 38 14 68 166 7 9 191 32 4 120 47 57 229 39 1314 54
internal_value=0.000669243 -0.00828193 0.00386686 -0.0045736 0.00657368 -0.0119888 -0.0386388 0.00123676 0.0134009 0.00456226 0.000351933 -0.0128327 -0.025346 -0.00506267 0.00133466 0.000449213 -0.00883684 -0.00233118 0.00467618 -0.000581216 0.013118 -0.0376955 -0.0298372 -0.0186336 0.00204311 0.000911945 -0.0325515 0.0241946 0.00189926 0.00723597
internal_weight=106.34 6.34008 4.52799 3.86073 3.31322 2.33696 1.8121 99.9998 6.78076 5.49945 93.2191 6.46619 4.86651 3.25847 86.7529 82.9559 12.1529 11.2767 9.41178 8.63516 5.88125 1.86493 2.75391 2.32391 70.803 67.3631 1.93054 3.43988 65.4326 0.871734
internal_count=2900 187 147 139 123 104 40 2713 99 81 2614 104 74 56 2510 2472 611 597 497 490 357 100 133 124 1861 1775 404 86 1371 175
is_linear=0
shrinkage=0.0634156


Tree=675
num_leaves=31
num_cat=0
split_feature=5 0 10 17 6 5 2 15 9 7 19 15 13 7 17 6 16 16 18 7 13 5 6 6 19 16 17 18 2 7
split_gain=0.5821 0.426773 0.690037 0.497755 0.482185 0.58633 0.563836 0.546421 0.476745 0.459722 0.457778 0.374067 1.27326 0.818254 0.355447 0.671738 0.320795 0.836879 0.669893 0.726079 0.678105 0.669733 0.731233 1.19584 0.743973 0.835487 0.836404 0.774599 0.754009 0.775128
threshold=11.848158554650002 103.82556453975 72.303392960300016 194.76181357870004 1.8100422913500003 2.5966915737500007 146.11720701395004 10.643873581000001 38.559541491950007 27.952168727600004 11.450923895500003 46.574831689400007 117.61735474900001 23.539316666200005 186.83097010915003 8.5201990730500015 12.644970430600003 12.234971389300002 13.849588037450003 21.061418062900003 95.870416931800023 13.264960807550002 13.665319288000001 13.775321858200002 11.850956171350001 15.259964315550002 199.41622983390002 13.021216158500001 187.03662689815005 25.284494767250006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -10 -9 16 -13 -14 -11 -16 17 18 -2 -20 -21 -18 24 -24 -23 -26 27 -27 -28 -30
right_child=11 4 -4 -5 5 6 7 8 9 14 -12 12 13 -15 15 -17 21 -19 19 20 -22 22 23 -25 25 26 28 -29 29 -31
leaf_value=-0.0009812489319712544 -0.0019864225682494729 -0.0019712409664035192 -0.0020008818937578138 0.0011217288143785728 0.0013803028596775563 -0.0020200933928369615 -0.0019752803200507908 -0.0019787742263785647 0.0011072006194172029 0.0018909456166861204 0.00017542394581713375 -0.0018334009173896751 -0.0010713264306815762 0.0011153201249078672 -0.0019809205793181739 0.0017201810615360823 0.00088205138145094637 -0.0021036141144665666 0.00158907925770368 -0.0014995220133563738 0.00055301330688582262 0.00056002762229670163 0.0013645799285092442 0.00015816490277504393 -0.0020804173866100077 0.00079055624110139729 0.00085209539484594455 -0.0015378355888149829 0.00082250149607297578 -0.0015078940923772739
leaf_weight=1.0554614843567818 0.53449530404759471 0.47071438431157719 1.3060481378925031 0.686399730388075 1.0259856171032877 0.56520656129578117 0.47139977799088217 0.61477238708175697 2.2090375294210394 0.20145380875328533 0.89559309382457286 1.5293635635753151 0.97266736329766024 1.807723826728761 0.64160039275884628 0.25254634511657059 4.7015305268578222 0.81890606007073063 1.1398709462955596 0.98834006942343 1.4938198857707901 2.8507476621307424 3.1280349288135758 103.49402841908159 1.1706456830725063 0.65565766207873677 2.6638546730391681 2.7115348947700113 0.83183467201888595 1.4413632987998424
leaf_count=37 64 137 139 15 32 86 84 73 54 6 35 76 38 18 72 7 76 44 14 83 34 39 33 1359 47 9 46 84 10 49
internal_value=9.82566e-05 -0.00033981 -0.00094457 -0.000152547 -8.89691e-05 3.98568e-05 -0.000195169 -5.33536e-08 0.000193326 0.00060226 -0.000701411 0.000132516 -0.000424569 0.000350363 -0.000415841 -0.000935567 0.000151182 -0.000327406 2.25372e-05 0.000318995 -0.00026426 0.000170439 0.000142312 0.000193558 -0.000300988 -0.000560046 -0.00034572 -0.00108445 0.000158115 -0.000655129
internal_weight=143.331 10.3962 3.04791 1.74186 7.34831 6.8776 5.85161 5.2864 4.815 3.30464 1.51037 132.934 4.30975 2.78039 1.0956 0.894147 128.625 4.97543 4.15653 3.62203 2.48216 123.649 118.948 106.622 12.3256 9.47489 8.30425 3.36719 4.93705 2.2732
internal_count=2900 777 191 52 586 449 417 331 247 139 108 2123 132 56 85 79 1991 239 195 131 117 1752 1676 1392 284 245 198 93 105 59
is_linear=0
shrinkage=0.00192234


Tree=676
num_leaves=31
num_cat=0
split_feature=6 12 8 15 10 8 8 6 13 18 16 13 0 3 2 8 7 0 7 15 3 7 18 19 16 19 16 4 0 9
split_gain=0.140645 0.209128 0.318433 0.566729 0.942893 0.565797 0.278448 0.311664 0.270714 0.690092 0.530656 0.423306 0.333457 1.40807 0.585999 0.463801 0.46537 1.33757 0.566669 0.657783 0.581721 0.532901 0.458601 1.2241 0.831401 0.955718 0.644898 0.451353 0.4489 0.462478
threshold=22.585527707250005 58.770113158150004 8.8430989333000021 31.198916099800005 62.55235532115001 10.142085217300002 8.7431769115000026 16.475384944750001 117.69263157665002 12.993406580100002 22.744946812400002 117.68187774410002 86.001087134900004 93.770731131900007 65.440506339500004 8.6432548896500023 22.726915405250001 85.775256651950016 22.477322886550002 38.567335632300008 93.883646373400012 22.227765484150002 13.340835220050002 14.351157895250003 22.574947209950004 14.051133688400002 18.664956353200004 375.86663358980007 86.135510041400025 196.26893085885004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 8 -8 11 10 -10 12 13 -3 -15 16 18 -18 19 20 -16 27 23 24 25 26 -14 -22 -24 -30
right_child=-2 2 3 4 -6 -7 7 -9 9 -11 -12 -13 22 14 15 -17 17 -19 -20 -21 21 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.037267881044655005 0.033494295120985756 -0.068303580843516828 -0.069329233880704347 -0.069833622358645375 0.023548824754493509 0.015242276448794893 0.0034741098206014518 0.047317494149053972 -0.061217770746788656 0.035895009494459916 0.014206768724315502 -0.05612435865967251 0.016585713598631133 -0.10604667373478799 0.067580326861995457 0.0550698201431453 -0.085586847435121446 0.045331314420642234 0.049335413950410432 -0.070121465004979108 0.015349082948264085 -0.063699174458248159 -0.059571267599688234 0.044388919794227967 -0.041324366210318653 0.041148128630934394 -0.075879660485795461 -0.078218612301480611 -0.0089052631826916223 0.004435362078737971
leaf_weight=0.84912308305501838 0.72003310173749824 2.0126705889706491 0.94924612998147395 1.4225272602343468 2.5809300646651536 0.61950413137674321 2.2183961733244355 1.5005678973393513 0.89059501804877017 3.6009543740656227 1.2209816873073576 0.7507064996752878 0.82025629306735737 0.28063023835420509 0.71884170174598327 0.85661955163232129 1.1287090070836709 0.69681621005292971 1.3717900387127882 0.72225110397266679 3.2163103327184221 0.7047714921645819 0.70712517946958442 4.7270179456099868 2.2892698664218187 2.7114481553435326 0.84580033645033836 0.31224724501953449 21.603752248782257 42.703875102433813
leaf_count=10 8 50 41 56 38 11 30 19 63 44 13 11 32 4 7 12 57 9 25 21 239 9 10 38 31 27 9 32 1030 914
internal_value=0.000767792 0.000543444 0.000244133 -0.0170364 -0.00629893 -0.0440236 0.00122059 0.0211645 0.000438967 0.0161193 -0.0176049 -0.000565448 -9.37947e-05 -0.0115967 -0.000193674 0.00285983 -0.00218136 -0.0356144 0.00648044 -0.00387973 0.00578132 -0.00471248 0.001716 0.0154664 -0.00504084 0.0139341 -0.0303558 0.00706914 -0.000693755 -4.6339e-05
internal_weight=105.754 105.034 104.185 5.57221 4.62296 2.04203 98.6124 3.71896 94.8934 5.71253 2.11158 89.1809 88.4302 12.0217 10.009 9.72836 8.87174 1.82553 7.04621 5.67442 4.95217 4.23333 76.4085 11.3938 6.66677 4.3775 1.66606 3.52856 65.0148 64.3076
internal_count=2900 2892 2882 146 105 67 2736 49 2687 120 76 2567 2556 465 415 411 399 66 333 308 287 280 2091 137 99 68 41 271 1954 1944
is_linear=0
shrinkage=0.0743015


Tree=677
num_leaves=31
num_cat=0
split_feature=14 14 12 7 17 4 9 10 9 3 7 19 16 7 3 10 9 10 7 7 13 5 18 0 6 9 12 9 0 6
split_gain=0.129286 0.585955 0.387102 0.668741 0.616483 0.431855 0.391178 0.351634 0.335762 0.311958 0.302525 0.412566 1.01222 0.878119 0.815241 0.843939 0.526871 0.761773 0.79404 0.768624 0.479361 0.669616 0.364198 0.275811 0.268877 0.265349 0.717161 0.598381 0.747567 0.931064
threshold=202.65261526855002 204.50376127325003 121.97235442175001 22.620341628000002 183.00613681885002 194.78797560380002 213.79200485395003 64.071334164850015 200.12618528045002 96.203785739950021 25.256598800350002 13.751109481500002 18.744956166100003 22.765858321950002 84.624596572150026 74.986474174450009 205.70977008025002 68.579878449600017 22.747724408400003 22.398098708400003 104.02719889955002 13.809011005350003 12.777826849750001 78.626646483100004 14.655342419750001 214.22994816675003 186.295507759 207.37918994975004 88.232507383150008 14.835346625500001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 10 -8 -7 -4 11 12 13 -1 15 -15 17 18 19 22 21 -17 -13 -11 -14 27 -27 -3 -29 -30
right_child=1 25 3 5 -6 8 7 -9 -10 23 -12 16 24 14 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.075896548859236412 -0.049061389885435354 0.00071428693625631419 0.073854570595051142 0.049469665463925665 -0.046431261447529813 -0.01111064708041609 0.0037474596849633663 -0.064815975595718486 0.034323729446982476 -0.074827434232262333 0.034583475483641192 0.010256960119607989 -0.02966221808628022 -0.061058975890704269 0.052561291952173392 0.026212249333397362 0.044601446671698741 0.042862384502956506 -0.03304714764405977 0.031169940621314143 0.032777494760774913 -0.077294680821456699 -0.028994042177671278 0.057526527345534671 -0.084764555890885399 0.046398715950579886 -0.00043608406478829706 -0.075928201335530132 -0.039565392226282893 0.014926265861041628
leaf_weight=0.66260288090416875 1.2253250180874591 53.260400062175904 0.41648746281862115 2.7993541425094008 1.2848756111052351 1.5821640613139609 0.65267380978912004 0.8368636624654755 1.6074940983671693 0.18114758409501519 1.3354397340335697 2.0908512983005476 0.79937370074912883 1.0529293888248501 1.5544722608756272 0.64405713073210813 1.6404756801202882 1.9733824674040068 3.3369130445644251 3.7040635719895363 1.9559433385729788 0.58441644685808569 2.5997980474494398 0.1344891469925642 0.95007936889305711 2.1426646602521924 6.360997026815312 1.032893823692574 2.990615954164241 3.1627585969399661
leaf_count=100 36 1721 3 26 15 21 12 32 22 43 55 37 23 30 15 19 23 13 38 39 16 25 29 5 19 61 231 27 122 42
internal_value=0.000654941 -0.00106835 0.00417246 0.017657 -0.0172122 0.0294004 7.91693e-05 -0.0347734 0.0117869 0.0340672 0.00216535 0.000326979 -0.0123476 0.000456406 0.00919143 -0.00671882 0.00710297 0.00261444 -0.00415568 0.00732873 0.0112488 -0.0230287 -0.011498 -0.0184329 -0.0595868 -0.000215464 0.0113649 -0.00184459 -0.0208095 -0.0115574
internal_weight=104.556 70.1757 34.3803 8.00601 2.017 5.98901 26.3743 1.48954 3.18966 0.732124 24.8848 23.5494 8.20387 6.45442 5.79182 4.23735 15.3455 13.705 11.7316 8.39471 3.18442 1.22847 4.69065 0.315637 1.74945 68.9503 8.50366 60.4467 7.18627 6.15337
internal_count=2900 2240 660 135 66 69 525 44 43 51 481 426 247 205 105 90 179 156 143 105 60 44 66 48 42 2204 292 1912 191 164
is_linear=0
shrinkage=0.0700159


Tree=678
num_leaves=31
num_cat=0
split_feature=15 5 0 18 16 16 9 15 16 6 7 6 19 18 16 5 8 15 15 15 6 15 6 13 15 15 0 15 9 17
split_gain=0.121085 0.465024 0.400064 0.47708 0.607202 0.611393 0.365821 0.246908 0.315617 0.282841 0.653559 1.00377 0.477737 0.764119 0.546251 0.616129 0.516305 0.542476 0.515068 0.511133 0.469371 0.645599 0.391173 0.466068 0.365344 0.61915 1.00688 0.604678 0.359924 0.330456
threshold=45.169600924000008 24.301614351200005 86.692020874450009 13.832542267500001 22.604947139800004 22.674946976100003 202.64563922830004 42.80317728375001 22.594947163200004 16.455384477450004 23.282607548150004 16.565387047600002 14.351157895250003 13.064341268650002 22.674946976100003 21.623222698850004 8.3434888241000014 30.807603489900004 27.122924609850003 20.742056627150003 16.445384243750002 42.133814420300006 16.525386113000007 117.61735474900001 41.211223942950006 40.128253618400009 87.735142629050017 39.702469286500012 195.39349636155001 208.12573104970002
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 -2 9 -9 20 12 -12 13 14 15 -11 17 18 19 -17 21 24 -14 28 25 27 -27 29 -24 -1
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 11 -13 22 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0034055211761914953 -0.068551726351801082 0.049279773206202762 0.050563128798673383 -0.058264955729298094 -0.069054093223284971 0.0080860060831811249 -0.008624680017757692 -0.0085830521319838881 0.022396767977462071 0.049041090554962037 -0.057778408644095232 0.010835409924075005 -0.0089375624839242059 -0.054103127967157029 -0.071678185820858359 -0.076205877573860839 -0.060290913381449575 0.064465319267875215 -0.070984123632709784 0.022574295140210331 0.03337914332869768 -0.055203742231338955 0.049681359890173513 -0.002055701965384747 0.028762060418689245 -0.070336540877898798 0.0071962109473309149 0.050392414574565503 0.010765630499390872 -0.011497117310736613
leaf_weight=53.528603750070033 0.80641463270876446 0.91207803657744158 0.63163394015282381 0.59326170943677414 0.60102377088333048 1.50971904565813 0.90395495865959674 1.9577423356677162 4.629821119364351 1.0044315569102824 2.2713866522535677 1.469038645387627 4.2352432021871191 1.596478153762291 0.43058582767844189 0.26134317289688747 0.65396612265612919 0.50115408255078353 0.45908983612025611 1.3582908007738295 1.9670046711398743 0.83487217966467042 2.0400852358434354 3.3400353279430419 2.0729278980288646 1.2974322903901332 1.5240028645202981 1.0849491993430991 1.9399609491229055 7.0449322484200811
leaf_count=1602 25 20 8 18 64 37 15 34 65 9 39 27 43 39 10 52 28 14 47 123 16 13 17 56 19 12 28 10 24 386
internal_value=0.000550576 -0.00840118 0.00306576 -0.00523078 0.00517776 -0.0138793 -0.0368794 0.00109759 0.0131899 0.0002214 -0.00624929 -0.0308306 -0.00108986 -0.0154728 -0.00226348 0.00478868 -0.00895611 0.0040566 -0.0105072 0.00663519 0.00223302 0.00132388 0.00670862 0.0157612 0.00203299 0.00117369 -0.0284571 0.00252957 0.030713 0.00167229
internal_weight=103.461 5.95809 4.24772 3.61608 3.02282 2.11074 1.71037 97.5034 6.58756 90.9158 21.5611 3.74043 17.8207 6.26534 4.66886 4.23828 3.23384 2.57988 2.07872 1.61963 69.3547 67.3877 11.5553 7.32008 66.5528 64.4799 2.82144 61.6585 3.98005 60.5735
internal_count=2900 187 147 139 121 101 40 2713 99 2614 528 66 462 322 283 273 264 236 222 175 2086 2070 140 97 2057 2038 40 1998 41 1988
is_linear=0
shrinkage=0.0646839


Tree=679
num_leaves=31
num_cat=0
split_feature=5 5 10 13 17 16 0 9 7 13 13 13 4 3 7 17 16 19 8 6 2 7 17 13 13 16 16 18 17 2
split_gain=0.489829 0.755358 0.690037 0.406607 0.548066 0.291448 0.738444 0.883062 0.698654 0.522026 1.10679 0.802388 0.662842 1.13689 0.925721 1.77319 0.676834 0.862589 1.15707 0.465205 0.467337 1.07156 0.796099 0.624851 0.91949 0.576531 0.544251 0.455471 0.388129 0.562948
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 87.122174175350011 190.79973618785002 22.624947093000003 86.530713386650021 197.58039077460003 24.252468908850002 117.38883580790001 117.30011668960002 117.45604726115 165.01827963435002 93.491131486350014 22.832271203950004 194.94351320275004 22.604947139800004 14.451165964200003 8.1436447804000007 16.405383309150004 188.72314814045004 23.738191650050002 187.45953903175004 117.61735474900001 117.75715457175001 22.744946812400002 22.724946859200003 13.713893333650001 166.83257850275001 71.847610775600018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 19 -8 -9 10 28 -11 -13 14 -14 -16 17 18 -15 -7 22 26 25 -24 -25 -21 -22 -17 29 -2
right_child=5 -3 -4 4 -6 6 7 8 -10 11 -12 12 13 16 15 27 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00098958720711063951 0.0012201607254754894 -0.0020030285498634816 -0.0020005879782572281 0.00058071037546342393 -0.0020238741087923008 -0.00092208567585094433 0.0018038679706677589 -0.00028859427493891591 0.0010205271128118656 -0.001214665809710266 0.0016035810359701461 0.001150645120643338 0.0010736129883833464 -0.0022423220644066841 -0.0012917800513651447 0.0010749907547215143 -0.002122053429618612 -0.0022586093219457916 0.0011323586006542086 -0.00069073302682991201 -0.0022687955382134899 0.00071330636114257508 0.0013831753191758513 -0.0006190515026914126 0.0011889844495201361 0.00045870536141397238 -0.00020200649350431691 -4.2304859320809741e-05 0.00014483402386163409 -0.00099578389617073861
leaf_weight=1.5557576222345231 0.54116763413185198 1.0288603960652833 0.59857908115372982 0.74657241295790278 0.53191076079383492 1.5823941651033298 2.3705174177885038 2.9820328801870346 3.3037746660411358 2.6029695808538262 1.9748918013647188 1.6100988839752997 3.0371162164956358 0.53710573547868934 3.4157384680584055 2.7248771674931049 1.4671163107850587 0.75034204870462407 1.4322545642498878 3.5677996305748838 1.1692721926956435 1.6945555778220294 3.5137327101547271 2.1989803744945675 2.127852454315871 3.1668209137860686 0.84303398337215174 2.8910966657567769 72.394493476866046 2.3758014376726351
leaf_count=45 11 192 207 24 49 32 19 23 35 28 18 19 21 60 35 19 36 24 16 40 48 21 35 26 22 47 14 32 1478 224
internal_value=0.000109158 -0.000529345 -8.76627e-05 0.000316339 -0.000502923 0.000131718 0.000306115 0.000784062 0.00039947 8.08365e-05 0.000154576 -0.000197591 -4.94074e-05 -0.000168271 0.000137148 -0.000177759 -0.00104866 -0.000469635 0.000211978 9.78405e-05 0.00018612 -0.000435517 0.000344219 0.000768925 0.000270106 -0.000150233 -0.00140294 0.000499808 0.000116579 -0.000584673
internal_weight=130.738 4.46168 3.43282 2.83424 1.27848 126.276 28.5208 8.65632 6.28581 97.7551 77.2864 20.4687 17.8657 16.2556 12.0688 9.03171 4.18682 2.7197 1.96936 19.8644 18.282 3.70686 14.5752 7.84057 4.32683 6.73462 2.01231 5.61597 75.3115 2.91697
internal_count=2900 517 325 118 73 2383 362 77 58 2021 1731 290 262 243 107 86 136 100 76 285 253 83 170 83 48 87 62 51 1713 235
is_linear=0
shrinkage=0.00196078


Tree=680
num_leaves=31
num_cat=0
split_feature=6 6 0 9 9 2 0 17 18 9 0 16 17 2 18 0 3 15 5 7 0 19 5 9 8 15 7 18 17 13
split_gain=0.525352 1.1039 0.727155 0.952562 1.30011 1.29472 1.09717 1.89322 1.03835 0.910488 0.853451 0.981059 1.01941 1.27134 0.902361 1.19689 0.744848 0.71363 1.10422 1.3008 0.928263 1.30452 0.730958 0.579177 1.00017 1.42799 0.983239 0.952195 1.32675 1.06207
threshold=13.665319288000001 13.775321858200002 93.972365491700018 206.50942114985003 213.24207352880003 159.92742394165003 94.964406541850011 192.15389660515004 14.752187928300001 201.2906445504 87.181320254150009 22.654947022900004 200.83528241485001 299.31602032135004 14.163996107200001 90.837623311600012 92.751805500450018 31.385732506450001 19.915533535850003 23.9444576715 93.262612545250008 14.151141757350002 21.125470787600005 202.80137809380003 9.5425530862500008 41.657300687350009 23.699538637550003 13.3584252364 191.89151741935004 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=-1 -2 10 6 -5 -6 7 -4 9 -8 16 12 17 14 -14 -16 -3 20 -19 22 21 -12 -20 26 25 -25 27 28 -18 -29
right_child=1 2 3 4 5 -7 8 -9 -10 -11 11 -13 13 -15 15 -17 23 18 19 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00012827344858017345 0.0013461887305968492 -0.0010450465584204468 0.00079376265046131691 -0.0018506601353729284 0.0010193854323254758 -0.001531980852763453 -0.0011212232150146022 -0.0022045000592430227 0.0010567434123913574 0.00076204119522055714 -0.00038982761701429364 0.0015287344994009502 -0.001635342727403212 0.001136655057738762 0.00062036875190160819 -0.0011830817407265345 0.00010192605867550949 -0.00064484363094445714 0.0017356107438344114 -0.00048340197107988654 0.0017203529288100804 0.001555676314682844 0.00054022183241786198 -0.0022929309765223308 0.00058861221648839857 -0.00012048008373169898 0.0011919744483157707 -0.00097470275741692132 0.0013539444170622861 0.00063913682636586181
leaf_weight=28.618002264352981 2.9843194205313912 2.2953189359977832 1.4538109935820132 2.7562504394154521 1.8947614403441551 1.2821651767008004 2.2362033259123546 1.8275295505300162 4.8895435947924852 1.7667906275019047 3.0250007210997882 2.9118498973548403 2.1341433860361558 2.2090038009919226 3.3385794032365084 2.455397438723594 26.90798258861469 3.6267447862774125 3.2100438773632032 3.1128143528476349 3.8814413137733936 2.3580164704471827 5.0774652734398842 1.8268643631599832 2.5981059064506553 3.2025475032860413 3.443300715647637 5.5313622799294526 3.7017405084334305 2.187950300052762
leaf_count=1334 34 26 15 76 24 40 34 57 42 18 35 28 21 22 29 39 568 28 17 29 27 17 33 42 52 52 27 79 34 21
internal_value=0.000108413 0.000169919 0.000137156 -0.000221039 -0.000865244 -1.03119e-05 9.29259e-05 -0.000876108 0.000450499 -0.000290012 0.000210002 0.000435879 0.000343449 -0.000178844 -0.00054538 -0.000143906 4.6846e-05 0.000561408 0.000297524 0.000597317 0.00098943 0.000462395 0.00100324 9.75798e-05 -0.00039927 -0.000909593 0.000188303 9.81382e-05 0.000253337 -0.000517279
internal_weight=138.745 110.127 107.143 18.1071 5.93318 3.17693 12.1739 3.28134 8.89254 4.00299 89.0357 37.3405 34.4287 10.1371 7.92812 5.79398 51.6952 24.2915 15.0271 11.4003 9.26446 5.38302 8.28751 49.3999 7.62752 5.02941 41.7723 38.329 30.6097 7.71931
internal_count=2900 1566 1532 306 140 64 166 72 94 52 1226 325 297 111 89 68 901 186 107 79 79 52 50 875 146 94 729 702 602 100
is_linear=0
shrinkage=0.00196078


Tree=681
num_leaves=31
num_cat=0
split_feature=16 10 17 12 3 3 16 13 16 3 19 15 5 5 3 5 15 7 18 0 5 13 0 6 4 10 6 12 3 16
split_gain=0.545852 0.912587 1.63745 1.145 0.678257 1.30439 1.14557 1.13692 2.24607 1.67306 1.10187 1.07575 1.04729 0.839646 0.640572 0.603812 0.727864 0.614212 0.959227 0.69462 1.06826 0.565235 0.594722 0.905615 0.873825 1.47036 0.861496 0.810464 0.854833 0.698423
threshold=18.594956516900002 74.986474174450009 195.53954078470002 96.350437043050007 83.511574906150017 85.54673771085001 19.214955067100004 112.82921081865001 19.974953289850003 89.227236891450005 13.851117550450002 27.122924609850003 19.915533535850003 18.367178700250005 84.807411725000023 9.9970238968500009 17.991885019200001 24.101221167900004 15.064837217800003 103.44649194340002 11.492436627450003 113.92610173585001 86.530713386650021 16.375382608200002 248.34582299520005 62.041548276350007 16.285380505300001 197.02116758845003 93.308316333450009 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 3 -1 -2 11 12 8 10 -9 -8 -6 -7 -13 -15 16 -3 -17 -19 -20 -21 -11 23 26 -25 27 -23 -26 -29 -24
right_child=4 15 -4 -5 5 6 7 9 -10 21 -12 13 -14 14 -16 17 -18 18 19 20 -22 22 29 24 25 -27 -28 28 -30 -31
leaf_value=-0.0022606710743738761 0.0010581293032544421 -6.309133315848513e-05 -0.0020466349318869971 -1.6003736399383992e-05 0.00086082237772124254 0.0015287194142482464 -0.0006615138345969616 0.0012523533924202581 -0.002215442637642197 -0.00089161740762117459 0.0011252183925929806 -0.0022702393674243959 -0.00017018452914579834 0.00065465137504409129 -0.0015068257455962768 0.00094614207674550868 -0.0017679827970552486 -0.0016875022786030614 0.00038356427199623714 0.00058535555390279144 -0.0020126354524436971 -3.7940692359783979e-05 0.00016162189705055239 0.00033491711842199482 -0.0017122981009941218 -0.0017859972814815333 -0.0022896505849502907 0.0013120890529518131 -0.00011305024566392785 0.0008185179056107376
leaf_weight=0.91117638832656567 3.2711039995774618 4.0758696427001295 2.0725241692853151 10.716325834582674 1.1129447687417258 4.3897392805665723 2.9041393934749058 5.4938777657225719 2.1466991053894162 1.8752939514815796 2.2743229437619448 1.7392084272578361 1.9305815406842155 0.99165571760386262 1.035997394705191 4.0919109412934658 1.1971727237105367 1.0219860370270932 14.794227448641324 1.1435120978276239 1.1972033407073466 1.3532917854608961 15.97323696059175 23.23715582548175 0.95577235170639951 2.031302230723667 1.1713963611982761 1.8818969447165717 8.9632847990142164 9.5613979026675207
leaf_count=47 31 425 117 457 10 31 34 51 39 16 14 39 42 13 28 54 181 35 298 76 99 20 124 257 17 54 29 12 171 79
internal_value=0.000117434 -6.70885e-05 -0.000472486 -0.000191905 0.000198101 0.000167194 0.000221965 0.000159586 -0.000562159 0.000232511 0.000123199 -0.000799673 0.00100978 -0.00129028 -0.000449721 0.000134713 -0.000450164 0.000273331 0.000121703 0.000229611 -0.000743436 0.000148891 0.000178851 3.13313e-05 0.000107203 -0.000275338 -0.00108268 -1.53083e-05 0.000134245 0.000407595
internal_weight=135.516 41.2219 13.7 11.6275 94.2943 91.0232 86.1434 79.8231 7.32516 72.4979 5.17846 4.87981 6.32032 3.76686 2.02765 27.5219 5.27304 22.2488 18.1569 17.1349 2.34072 67.004 65.1287 39.5941 37.0694 13.8323 2.52469 11.801 10.8452 25.5346
internal_count=2900 1789 621 504 1111 1080 990 917 87 830 48 90 73 80 41 1168 606 562 508 473 175 779 763 560 511 254 49 200 183 203
is_linear=0
shrinkage=0.00192234


Tree=682
num_leaves=31
num_cat=0
split_feature=6 13 13 15 9 15 5 16 12 8 19 19 16 4 18 16 18 10 10 10 2 3 6 0 6 16 2 5 17 6
split_gain=0.518359 0.835211 0.503252 0.65576 0.541602 0.42305 0.862145 0.405249 0.9068 0.879758 0.769769 0.676782 0.603551 0.649659 0.661393 0.601067 0.892219 0.543499 0.482704 0.887908 1.49268 0.965325 0.962726 0.745078 0.985067 0.984896 0.835031 0.991117 0.811576 0.721907
threshold=5.0951190466500007 92.504467352450021 92.138837046750012 12.389956812050002 26.901933640100001 11.325487309600001 1.6103415277500004 13.534968349350001 247.01970978410003 2.8477776226000002 10.850875481800001 11.850956171350001 14.994964935250001 312.59262463035003 16.329849731700005 12.644970430600003 17.327266398450003 80.468240302450013 75.403185184700007 72.953999827850012 63.69489481965001 82.979260196300018 14.685343120700002 86.530713386650021 16.375382608200002 22.624947093000003 94.025623727450025 21.495293572000005 191.06791329340004 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=1 2 3 4 -1 6 -6 8 10 -10 15 17 13 14 -13 16 -2 -9 19 21 -21 -14 -23 24 29 28 -26 -28 -25 -24
right_child=7 -3 -4 -5 5 -7 -8 11 9 -11 -12 12 18 -15 -16 -17 -18 -19 -20 20 -22 22 23 25 26 -27 27 -29 -30 -31
leaf_value=-0.0019722904528718761 -0.0017564466509668931 -0.0019471960577124878 0.0014463848621356018 -0.0012850140523665359 0.001597589972046774 0.001665120694317817 -0.0019348892034426579 0.00042050848964226146 0.00094901066525078829 -0.001079902166455031 -0.0019846238602764348 -0.0020916494319676987 0.00103973388340444 0.00058466247729059757 -0.00030931979414031434 0.0012674529695323857 0.00075638568954948852 0.001905408440502092 0.00055677948033048858 0.00093491638626638145 -0.0016481093966343888 -0.00041614593241649886 -0.00027523670204024369 0.00067865381522076197 0.00052688144073911717 0.00095843165772978767 -0.001316377058758233 3.1227566937763001e-06 5.5832723827839236e-05 -0.0022320311081050017
leaf_weight=0.31517059545149084 1.3045177883468557 1.0876118632731957 0.63712307740934182 1.5872696411679497 0.49759442120557629 0.8613836973963771 0.48420051990251523 2.6020835765521038 2.7291313982568686 1.0515865356428546 1.4742960951407438 1.2459889565361657 4.1217824467457822 1.236160358705092 1.8192553250119088 0.66200890578329552 0.81570999741961703 1.3194723334163425 9.5220920903957431 1.1800849186256521 2.4328601323068142 11.022013549285473 1.5892766442848363 10.026420112233607 10.330692438408731 7.6155564896762362 2.1921994267031577 26.031345809620689 28.710461927141296 1.1572812801168764
leaf_count=92 108 146 13 164 18 16 91 49 38 73 156 51 48 31 33 9 52 16 192 9 79 243 50 81 120 62 26 514 290 30
internal_value=9.9583e-05 -0.000468919 -0.000102073 -0.000365463 0.000310783 0.000701172 -0.000144554 0.000123109 -0.000287016 0.000384679 -0.000883626 0.000149658 0.000124529 -0.00056869 -0.00103382 -0.000300211 -0.000789691 0.000920128 0.000150249 0.000113871 -0.000804424 0.000146145 0.000108819 0.000174831 -9.24768e-06 0.000338848 6.84381e-05 -9.93664e-05 0.00021704 -0.00109975
internal_weight=137.663 5.47035 4.38274 3.74562 2.15835 1.84318 0.981795 132.192 8.03725 3.78072 4.25653 124.155 120.233 4.3014 3.06524 2.78224 2.12023 3.92156 115.932 106.41 3.61295 102.797 98.6752 87.6532 41.3008 46.3524 38.5542 28.2235 38.7369 2.74656
internal_count=2900 540 394 381 217 125 109 2360 436 111 325 1924 1859 115 84 169 160 65 1744 1552 88 1464 1416 1173 740 433 660 540 371 80
is_linear=0
shrinkage=0.00188464


Tree=683
num_leaves=31
num_cat=0
split_feature=6 15 3 18 7 13 7 0 3 18 18 19 18 18 0 18 17 13 7 0 4 2 17 17 7 9 16 9 16 18
split_gain=0.131987 0.480829 0.240727 0.284819 0.403711 0.254237 0.260411 0.150536 0.581152 0.554814 0.593461 0.627688 0.562679 0.82863 0.54138 0.630457 0.413752 1.00062 0.579251 0.974373 0.414546 0.72468 0.66255 0.754609 0.669382 0.538642 0.475337 0.623326 0.410446 0.408371
threshold=5.0951190466500007 17.382777826050003 75.559115756250023 16.118666550000004 27.577198718850003 81.98184222990001 29.973557588500004 86.530713386650021 93.017962855400015 12.903279561150002 13.278511569200001 14.251149826300002 13.373311100250001 13.434779691800001 86.692020874450009 13.482409244300003 198.47149978265003 117.55283175385001 23.699538637550003 86.420486603250012 248.34582299520005 172.77856529855003 188.54236693505001 186.34046889365004 22.426784932800004 198.12670160920004 19.304954856600002 191.62448690950001 22.694946929300002 13.258783262950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 16 9 -9 11 -11 -12 -14 -15 -16 18 -18 19 20 22 -22 23 -2 -25 -24 -23 -28 -17 -29
right_child=7 -3 -4 4 5 -7 -8 8 -10 10 12 -13 13 14 15 28 17 -19 -20 -21 21 26 25 24 -26 -27 27 29 -30 -31
leaf_value=0.042020122241854627 0.0079335740458311831 -0.058199753592363394 -0.06875528003989656 -0.069370284788574404 0.041449384297287881 -0.06822056125195515 -0.067862766685265377 -0.045997846485072429 0.051395782108145674 0.0046924167639453762 -0.028295387301994362 0.060461552204068125 0.051222612168462002 -0.046711045614220743 0.052951285192033973 0.0006517805185933354 -0.083240442789396546 0.0027701637355918274 0.036949119756416487 -0.073020097174301551 -0.068171886937076737 0.024452548996954669 0.031332487401584598 -0.058759946232194792 -0.0035802853407244551 -0.011260656982023482 -0.050200197710479844 -0.03119781552734361 0.047073403857946242 0.01277680483073119
leaf_weight=0.76336666790302876 7.2950981068425005 0.79103466274682421 0.19664610782638181 0.36976240752846923 0.74414876443915978 0.14923375294893049 0.11379249822857673 1.0652747628046189 1.1045800033025432 2.0887609564233567 2.7608657755190498 1.6251395698636768 1.5574708317290049 1.0367702692747105 1.0941531350836147 55.471259585046937 0.95333599330478991 1.7137657892890272 1.7773390570655454 0.86411639838479359 0.94533176836557498 1.8089810972014673 5.546915167476981 1.8076525016222147 2.2165082910796627 1.7749401205219326 1.6446080584137233 1.4193676866416352 0.87622471898794074 2.932216526591219
leaf_count=30 317 193 25 77 60 43 112 19 10 32 30 17 17 11 17 1349 26 27 24 14 23 102 60 21 28 24 70 52 15 55
internal_value=0.000766628 -0.0128488 0.00250207 0.00904902 -0.00922998 0.0128492 0.0269508 0.00118672 0.00297608 0.00218462 0.00295634 0.029096 0.00141039 0.00277647 0.00148619 0.00235611 -0.00257149 -0.0279737 -0.000315635 -0.00265966 -0.000440016 -0.0125235 0.00523223 -0.0049718 -0.028367 0.0210072 -0.00578363 -0.0149055 0.00137365 -0.00156651
internal_weight=104.509 3.12798 2.33695 2.1403 1.37694 1.00718 0.857941 101.381 68.6805 67.5759 66.5106 3.7139 62.7967 60.0359 58.4784 57.4416 32.7002 2.6671 30.0331 28.2557 27.3916 8.75051 18.6411 11.3193 4.02416 7.32186 7.80517 5.99619 56.3475 4.35158
internal_count=2900 540 347 322 292 215 172 2360 1517 1507 1488 49 1439 1409 1392 1381 843 53 790 766 752 302 450 366 49 84 279 177 1364 107
is_linear=0
shrinkage=0.0672971


Tree=684
num_leaves=31
num_cat=0
split_feature=17 17 4 16 13 2 17 12 2 2 14 9 7 2 2 12 17 18 16 15 4 15 13 16 15 18 10 18 10 10
split_gain=0.131906 0.222335 0.322589 0.190899 0.267332 0.176207 0.823696 0.27011 0.298057 0.385455 0.344205 0.571423 0.582671 0.358435 0.48993 0.490804 0.372213 0.563114 0.604722 0.366551 0.305255 0.292226 0.322061 0.299817 0.571111 0.334491 0.518426 0.390647 0.328452 0.321934
threshold=242.64190980425005 220.68978861510001 274.46551068055004 17.484959112600002 75.935499894550006 361.22317327455005 207.18249964335004 369.59988112290006 325.75432260090003 309.73785348360008 384.93581166080008 202.37225149245003 23.875242364300004 285.16564649850005 270.91232589630005 273.64044797740007 208.12573104970002 15.502113896900001 18.764956119400004 19.351912300100004 372.30986956315002 46.810838056050009 117.72489307420001 13.534968349350001 17.382777826050003 15.573070337500001 75.645146416450004 15.269763541350001 73.365333921800001 83.715897724050009
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 8 9 10 13 12 -12 14 15 16 21 -18 19 -19 -16 23 -23 24 28 26 -25 -28 -1 -30
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 -15 20 -17 17 18 -20 -21 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.071076653488142669 0.025532973641192568 -0.072206396773109915 0.05399478047664872 0.010285297672051769 -0.070772939588308229 -0.066664950106501003 0.0499973616202481 0.036561067834162492 -0.031178265403931524 0.036172886393301136 -0.055527122396496514 -0.06578243827748563 0.035548152241377903 0.042043242055599735 -0.0065271986816262959 0.03771459636119296 -0.050065965221636886 0.018461270281015071 0.050427092470234441 -0.05926520090671418 -0.085573678384527049 -0.074251380979967571 0.0012382824022239267 0.0027644397124049953 -0.07137354375181372 0.019524075297419043 -0.073383707260189848 -0.0089510028217113739 0.018966137981341395 -0.032960369304510365
leaf_weight=0.30636307645181649 0.99901001798570987 0.46809330451651376 0.10415875878243219 0.99369749039760791 0.36263496518949978 0.79482754244054266 0.44472486662562005 1.0093701246223634 1.3486092681050639 1.4721062480530225 0.51881057504215211 0.96357912920939259 0.91428662058024202 1.0132591736764869 0.43132522911764581 1.7296044176182466 1.6675379773369052 0.4879534311185123 0.79397097695618857 0.69034964824095368 0.49364205168967601 0.49864258638990466 0.57147803157567978 73.686403386120219 0.7281847797858062 5.4121213702019295 0.72222322979359788 1.1483134838053954 1.9364926599664616 0.7929352031496818
leaf_count=62 55 35 18 27 52 57 13 30 92 65 22 35 79 21 18 45 34 50 11 60 26 58 10 1261 109 125 89 40 78 223
internal_value=0.000710939 0.000469026 -0.0226174 -0.00672393 -0.0429327 0.000911712 -0.024809 0.00123266 0.000870003 0.00131567 0.000778397 -0.0249068 0.00257704 0.00143953 0.000992812 0.00149709 0.000796734 -0.0207029 0.00412325 -0.0270775 -0.0487132 0.00170876 -0.0339375 0.00215895 -0.0167791 0.00303931 0.00185851 -0.0338288 -0.00368369 0.00388079
internal_weight=103.505 102.506 1.92858 1.46049 0.466794 100.577 1.23955 99.3376 98.3282 96.9796 95.5075 2.39668 1.4331 93.1108 92.0975 91.1726 89.443 3.63981 1.97227 1.1783 0.924967 85.8032 1.07012 84.733 3.76398 80.9691 75.5569 1.87054 3.03579 2.72943
internal_count=2900 2845 132 97 70 2713 70 2643 2613 2521 2456 136 101 2320 2299 2255 2210 155 121 110 44 2055 68 1987 472 1515 1390 129 363 301
is_linear=0
shrinkage=0.0686431


Tree=685
num_leaves=31
num_cat=0
split_feature=10 18 18 6 6 6 16 17 6 10 16 15 2 4 10 2 0 10 0 0 16 16 10 3 16 18 9 14 3 8
split_gain=0.546562 0.450969 0.370483 0.904958 1.63644 0.795224 1.30709 0.95851 0.997459 0.80971 0.731895 1.08627 0.620376 0.602378 0.582339 0.730186 0.578821 0.562475 0.8038 0.938164 1.01181 1.03559 1.03436 2.20254 2.16874 1.45569 2.15869 0.910976 1.06605 1.19983
threshold=90.988176966900014 16.751363923150002 17.327266398450003 13.665319288000001 13.775321858200002 12.380289263450001 18.844955932300003 201.37020668845003 11.495268585100002 67.316303128300021 17.654958715000003 20.310401204950004 69.280267125550012 325.87898234400006 83.715897724050009 205.16057895720004 97.835679825150024 75.465019721650009 94.047642319350018 86.530713386650021 22.614947116400003 19.214955067100004 66.697957758300021 89.227236891450005 19.974953289850003 13.713893333650001 201.2906445504 145.19318528500003 84.968719212850019 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 3 5 -5 7 12 9 -9 -1 11 14 -7 -14 -4 -16 17 18 19 -6 21 -21 23 -23 -24 -25 -27 -20 29 -29
right_child=1 -3 10 4 16 6 -8 8 -10 -11 -12 -13 13 -15 15 -17 -18 -19 27 20 -22 22 24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0013988876097938787 0.0017363619814907505 -0.0014646994506466117 0.0015051183454562872 0.0015228054981839534 -2.3876510369494808e-05 0.000520791728398007 0.00097119215705713342 -0.0017700843928366947 0.0002835522332395014 0.00026071079703308356 0.0020333981556225683 -0.0013128705276528472 -0.0019367545519779991 -0.00015106245616785667 -0.001997166890730811 0.00065319528661220952 -0.0010117131301651825 0.00096303627082298352 0.0017900358804162849 0.00093935886803691508 0.00092351573303205289 0.0014003450529289591 0.00011253762414642645 0.00043784853911682552 -0.0022330236082052971 -0.002317227052875737 -5.3199220178752384e-05 0.0013322403652904788 -0.0016146996289577676 -0.00047451286225699645
leaf_weight=1.1697712705936378 0.18581183173227955 1.3039598665782248 1.9545260020531703 3.1605246234685174 43.840318868700706 0.60560386022552748 1.1656347997486589 2.1830773794790725 1.4574977448210118 15.239661729719954 1.0382861271500585 1.2347321042325345 3.3129660247941501 0.88446896453388024 0.49291757575701955 1.7405745824798939 1.6462231711484481 2.9610277648316687 0.70598364993929763 6.1990317774470887 9.6163720563054067 5.0235431715846124 5.0346803280990562 10.414079818874599 2.0497804805636406 2.1169252716936162 5.8762451875954866 1.6237291805446137 2.3671409789531017 8.3076140186749381
leaf_count=37 5 314 25 33 829 13 13 132 36 473 8 44 120 22 52 43 34 30 5 66 75 41 45 68 37 22 47 15 72 144
internal_value=9.2919e-05 -0.00106545 0.000104951 8.37307e-05 0.000159403 -0.000238934 -0.000854891 -5.55705e-05 -0.000947915 0.000142404 0.000554786 0.000271679 -0.00129806 -0.00156048 0.000738843 6.82771e-05 0.000119424 0.000136968 0.000113261 0.000177697 0.000368435 0.000223046 7.75303e-05 0.000272141 -0.000566115 -3.57587e-05 -0.000652808 -0.000333528 -0.00045543 -0.000179117
internal_weight=144.913 1.48977 143.423 136.962 110.943 26.0187 5.96867 20.05 3.64058 16.4094 6.46104 5.42275 4.80304 4.19743 4.18802 2.23349 107.783 106.136 103.175 90.171 46.3307 36.7143 30.5153 23.4308 7.08446 18.4073 7.99317 13.0045 12.2985 9.93134
internal_count=2900 319 2581 2409 1563 846 168 678 168 510 172 164 155 142 120 95 1530 1496 1466 1230 401 326 260 178 82 137 69 236 231 159
is_linear=0
shrinkage=0.00192234


Tree=686
num_leaves=31
num_cat=0
split_feature=19 16 16 7 16 17 19 13 16 4 0 16 9 18 16 9 16 18 18 15 5 7 12 8 18 16 10 6 10 0
split_gain=0.130336 0.20222 0.142328 0.46443 0.390837 0.41837 0.544481 0.148725 0.218519 0.221222 0.131261 0.542741 0.719637 0.622609 0.387983 1.60843 0.582355 0.437366 0.558376 0.896586 0.977651 0.819856 1.17103 0.7529 0.584886 0.665839 0.70714 1.1232 0.82206 1.84322
threshold=9.8507947922000021 8.3799804039500021 9.6249774926000011 25.762580120700004 11.934972090850001 177.48499193625003 10.650859343850001 95.870416931800023 8.5099800999500008 462.55800655205007 86.530713386650021 22.614947116400003 198.36365860590004 13.788608055100001 22.554947256700004 205.20707599510004 22.534947303500005 12.903279561150002 13.565012728250002 38.469938489650012 23.151456684850004 23.031046061850002 138.37632316000003 8.1436447804000007 13.668531103750002 21.979948601300006 64.434276012450013 16.425383776450001 66.697957758300021 92.031298721500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -5 -10 -6 14 -13 -14 16 -16 17 -12 21 24 -21 22 -19 -24 -20 26 -26 28 -28 -30
right_child=2 -3 4 7 10 -7 -8 -9 9 -11 11 12 13 -15 15 -17 -18 18 19 20 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.074869870143609782 -0.075209361920593409 0.0098217244523040904 0.051993509977798363 0.046990209406800251 -0.002682373993419915 -0.07554300087667605 -0.07590980475851887 0.074600824609562466 -0.074624462709087777 0.05014759091667978 -0.045107850440774824 0.051491041729998945 -0.032020580976405727 0.022641922289788743 -0.056918117564476664 0.032241882680292003 0.048602033225071145 0.045580821544016208 -0.052891706316587718 -0.077109450010923716 0.027542950107066196 0.050709699311260709 0.0045425266013394963 -0.076346578212356103 0.066157974438413883 -0.064149039744319514 0.036183459433238842 -0.089430514782208828 -0.071973040030770125 0.004411187879822742
leaf_weight=0.30378375849977501 0.22230871810461295 0.2947604978835443 0.45177594170672708 0.64152873060083926 32.247035431621043 0.73537592813954689 0.28996224697766593 0.41672398895025253 0.19666388619225472 0.12228998728096485 1.0667814669432107 2.6969668269157401 1.6384476758539674 3.4003966934978962 2.6019368120469144 1.8278614564333109 1.4034391334280361 1.7770757358521212 1.0291734471102234 1.5798920181841816 0.676498956629075 2.9094132892787457 1.3519901814870539 1.1134580262005327 0.94713933765888114 0.77639852929860254 3.8269768964964888 0.69340356183238228 1.7625847856397729 34.263177236556658
leaf_count=182 45 44 38 42 818 163 39 7 45 4 17 27 14 45 30 18 16 22 16 56 11 22 38 12 7 10 41 14 65 992
internal_value=0.000731264 -0.0331625 0.000928864 0.0224883 0.000587658 -0.0366079 0.00199321 0.0382587 0.022491 -0.0267857 0.00113934 0.00296936 0.0211222 0.00486768 0.000613491 -0.0201282 0.00227869 0.0010697 0.00200433 -0.00096644 -0.0457331 0.020927 0.000502841 -0.031989 0.00136644 0.00268751 0.00393812 0.00248469 0.00408393 0.000674038
internal_weight=103.265 0.598544 102.667 1.59952 101.067 1.47711 0.741738 1.37721 0.960483 0.318954 99.59 67.343 7.73581 5.03884 59.6072 4.4298 55.1774 53.774 52.7072 45.5552 2.25639 7.15194 4.24252 2.46545 43.2989 42.2697 41.4933 40.5461 39.8527 36.0258
internal_count=2900 226 2674 143 2531 240 77 98 91 49 2291 1473 86 59 1387 48 1339 1323 1306 1212 67 94 72 50 1145 1129 1119 1112 1098 1057
is_linear=0
shrinkage=0.0728446


Tree=687
num_leaves=31
num_cat=0
split_feature=13 16 3 13 15 13 3 15 15 16 16 16 0 18 15 5 5 9 9 8 0 0 8 8 15 13 10 7 16 5
split_gain=0.613355 2.32884 2.11477 2.03815 0.818892 0.83192 1.44204 1.47647 1.53155 1.07044 0.987071 1.33554 1.18344 2.56922 0.813477 0.777053 1.01284 2.13164 1.01819 1.01518 0.846487 0.813899 0.967463 0.942697 0.74537 0.622884 0.784964 1.60057 0.858689 0.744699
threshold=112.82921081865001 19.974953289850003 89.227236891450005 113.85351336640001 38.567335632300008 109.57886493895002 86.130133125200004 35.194695975650014 28.129673635100001 19.214955067100004 18.634956423400002 18.384957008000004 93.972365491700018 15.042884401850001 27.122924609850003 20.206488238950005 21.197160116700001 197.19111486365003 190.24759545780003 8.543332867800002 88.76213363490001 86.530713386650021 8.543332867800002 8.4434108459500017 31.385732506450001 108.61908538635001 74.986474174450009 23.587720440700004 18.144957569200002 9.9970238968500009
decision_type=2 2 2 2 2 2 2 2 2 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 9 -7 8 14 10 11 24 -12 -14 -8 20 17 18 -17 -19 -5 -18 23 -23 25 26 27 -1 -29 -28
right_child=2 -3 3 15 -6 6 7 -9 -10 -11 12 -13 13 -15 -16 16 21 19 -20 -21 -22 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=1.5609638536711525e-05 0.0013089601709563305 -0.0016839505516072233 -0.0021203418020491879 0.0015092952688857595 -0.0018697839075662995 0.0017322726813405406 -0.00070556022403448393 0.001721132301557934 -0.0017445317035285246 -0.0014897573316518006 0.0016556685448459541 -0.0016058342933091001 -0.0017458886509564683 0.0011058121199395211 0.0016804119643038116 -0.00042252450456645006 5.9743430005803168e-05 -0.0023541454383372595 0.0010838966884877538 -0.00047637826852194514 7.2257654066800315e-06 0.00055131638710670199 -0.00015487581546827701 0.0017957992056621738 -0.0020326465846062978 0.0012951276235833643 -0.00046395342242703326 -0.002277099312088957 8.2605324229669479e-05 0.00029587328853361323
leaf_weight=7.3702894018788339 6.3285440835170439 3.130992177873849 1.5193846089241549 3.3256589872762552 0.84549881092971091 3.014089882373808 1.0022261850608631 1.5192016325891016 2.0638054721057415 1.8332836478948582 2.9395043570548278 2.1025814230088136 1.8701534010469911 3.4654328506439924 1.2158809602260587 3.8051373176276666 35.756962670377106 2.3709506555460393 3.1556092016398907 2.076286687515676 2.5472878217697144 8.8458017893135565 4.8758321218192568 3.1820281073451033 0.68629937083460291 1.4392094986978907 6.2259675721215926 2.288678007666022 0.80019389837980259 24.373566150316037
leaf_count=266 54 49 32 28 39 17 36 7 18 28 18 51 44 31 8 33 616 22 22 20 19 66 40 18 55 27 606 68 12 550
internal_value=0.00010358 -3.21743e-05 0.000222577 0.000126367 4.7322e-05 7.25657e-05 0.00063205 6.04061e-05 -0.000528811 -1.64667e-05 3.39602e-05 -7.98227e-05 0.000656655 0.000106275 0.000602338 0.000175174 0.0001126 -0.000417082 0.000260402 -0.00147747 0.000857799 0.000227347 0.000581884 0.000880551 -5.5232e-06 2.72128e-05 -1.72307e-05 -0.000480956 -0.0016658 0.000141274
internal_weight=145.976 68.1869 77.7895 71.4609 65.0559 64.2104 8.8152 5.80111 4.28191 55.3952 53.5619 45.2868 8.27509 5.33559 2.21811 69.9416 64.0686 11.408 6.96075 4.44724 5.87295 52.6606 16.9037 12.0278 43.1842 42.4979 41.0587 10.4592 3.08887 30.5995
internal_count=2900 1930 970 916 1881 1842 86 69 62 1756 1728 1635 93 75 44 884 837 97 55 42 47 740 124 84 1584 1529 1502 346 80 1156
is_linear=0
shrinkage=0.00196078


Tree=688
num_leaves=31
num_cat=0
split_feature=7 7 12 8 8 0 2 10 3 16 17 15 6 5 5 18 6 5 6 5 9 0 2 0 3 16 15 19 10 18
split_gain=0.133178 0.521918 0.651108 0.355984 0.439526 0.451264 0.342433 0.326947 0.325269 0.663258 0.311287 0.255069 0.352194 0.349038 0.243232 0.469958 0.406843 0.586631 0.41704 0.2841 0.961301 0.363062 0.998833 0.493671 0.694304 0.478523 0.930907 0.606041 0.85189 0.678856
threshold=20.778835947700006 21.725272673150005 219.23896387120001 9.5425530862500008 9.0429429770000009 86.950112854950021 62.731161442750007 72.953999827850012 94.92945658615001 22.764946765650006 187.07782946595003 35.054707749500004 17.495408777450006 23.663981639800003 23.721757872050002 13.278511569200001 16.405383309150004 24.375372008600007 16.495385412050002 23.151456684850004 199.02473417820002 86.20003303655001 151.19096455890005 86.232294534150014 93.308316333450009 22.614947116400003 42.133814420300006 14.651182102100002 62.036171360100006 13.740383930250003
decision_type=2 2 2 2 2 2 2 2 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 6 4 8 -6 -2 -4 9 14 11 12 -1 -14 19 -16 17 -17 -18 21 -21 22 -3 -23 25 26 27 28 -25 -30
right_child=1 3 7 -5 5 -7 -8 -9 -10 -11 -12 -13 13 -15 15 16 18 -19 -20 20 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.006796376069016845 -0.0053349208501208964 -0.001152366755781466 -0.024632391164863127 0.033903064277787776 -0.071970943353225347 -0.0023181919344767684 -0.064612053758790894 0.051796209333446808 -0.040023486170665229 0.049237901131102976 0.060986892335407834 0.044809204592388005 0.064741382218835852 -0.072622395132445089 -0.068406520216131042 -0.07073072811311179 0.02759106024611736 0.0076611955611101913 -0.021690755683184567 -0.0088052017140864795 0.052350063695146713 0.051051376607095536 -0.054264908876945565 -0.05852108435191309 -0.059446989847561457 0.018439013719524475 -0.070023510612891277 0.051709352072661433 0.016718294033755233 -0.001798432250495104
leaf_weight=4.7295476032886645 0.59385284315794695 8.4812443302944285 0.44251432723831374 1.4036654274677847 0.73205202701501437 0.90601949000847526 1.4851552596956024 0.54214809602126479 0.83198423957219247 1.2451669089496125 0.47971973620587949 0.64780484000220884 0.09757800749503065 0.46070597162906779 0.59011323202866961 0.84907074039801933 1.8835954649839552 0.81384367912687594 1.2392547020281197 2.5874729463830581 1.9713315735571084 0.89787257835268874 1.8836324838921417 1.0405953419831337 0.79606541991233726 7.3265542164444915 0.8023353293974641 1.0292885154485691 10.646435661590656 45.251849620011853
leaf_count=259 8 94 38 23 34 18 88 10 26 14 10 8 2 117 82 17 30 27 28 30 21 7 34 15 9 76 24 7 102 1642
internal_value=0.000660682 4.73307e-05 -0.0267477 0.000928047 0.000423875 -0.0334459 -0.04768 0.0174487 0.00103919 0.0014216 0.00986505 0.00573336 0.000946238 -0.0486137 0.000745715 -0.0128533 -0.00600329 -0.0323651 0.00803434 0.00162956 0.0176397 0.000695691 -0.0108046 0.00245403 0.00180173 0.0025394 0.000557296 0.0015342 0.000627183 0.00172828
internal_weight=102.688 96.2731 3.06367 93.2094 91.8058 1.63807 2.07901 0.984662 90.1677 89.3357 6.41536 5.93564 5.28783 0.558284 88.0906 5.37588 4.78576 1.66291 3.12285 82.7147 4.5588 78.1559 10.3649 67.791 66.8931 66.0971 58.7705 57.9682 56.9389 55.8983
internal_count=2900 2504 144 2360 2337 52 96 48 2285 2259 396 386 378 119 2245 184 102 44 58 2061 51 2010 128 1882 1875 1866 1790 1766 1759 1744
is_linear=0
shrinkage=0.0659776


Tree=689
num_leaves=31
num_cat=0
split_feature=12 12 5 3 17 0 5 9 8 16 18 6 8 9 9 9 5 0 0 10 13 13 12 17 17 2 4 8 3 5
split_gain=0.120724 0.628881 0.147355 0.819884 0.59203 0.588601 0.904924 1.23521 0.504229 1.36047 0.82312 0.557567 0.50369 0.747324 0.639438 0.875099 0.599254 0.511961 0.938635 0.510922 0.472848 0.982277 0.831439 0.946691 1.1395 0.832286 0.744568 1.17214 0.693052 0.884717
threshold=72.692757749350008 78.909246879600019 20.717225865800003 87.963661570150023 169.94681044690003 89.738043936200015 21.042547594650003 197.58039077460003 8.543332867800002 20.394952307700002 14.011669459250001 16.495385412050002 8.543332867800002 199.02473417820002 202.37225149245003 204.88165762580005 22.000536998450006 86.780739992750014 86.20003303655001 61.928633034850002 117.54207792135001 117.50443950750001 114.00770670190001 196.58200213860002 192.49174628505003 227.83308446245005 269.13081826370006 3.7470758192000004 93.308316333450009 21.623222698850004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 -4 6 7 -5 11 10 -10 -3 20 19 -15 -16 -17 18 -18 -14 21 22 -8 24 26 -25 -24 -28 -22 -30
right_child=1 2 3 5 -6 -7 12 -9 9 -11 -12 -13 13 14 15 16 17 -19 -20 -21 28 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=0.016493109407984118 -0.054299331108004452 0.0019978419721380153 0.02679075478386592 0.0014151720400147881 -0.076224812100658706 0.030807652245317032 -0.086358252596792959 -0.085784481034459875 0.039374060396207812 0.045342428891772563 -0.051084408273058254 -0.052544332511220801 -0.079399460518304599 0.030427599587474926 -0.083307034847835595 -0.062327816910534413 0.011773412916973678 0.045344178964151272 -0.084195969806788382 -0.019634247059083249 0.038933873613285215 -0.056279681587477211 0.024072463162811947 -0.062122401419066497 0.066413498230385462 0.011094927167669874 0.0035371721862816692 -0.10811097689899958 0.054030972228826551 -0.005949045864874266
leaf_weight=2.4926772940671063 1.1084372061886814 41.512055842391419 0.38561935949837689 1.9078707246808329 1.2741571350125012 3.0387627143791169 0.52256340259191603 1.5724544981494544 0.78662350260128677 4.5512735536321998 1.6606098407355601 1.0189625389175478 1.1948570553213351 2.5070746785786451 0.81916921329684544 0.7628967007040045 2.6136147698853169 1.3381188455969093 0.6818738318979739 2.0808586158091202 4.5570855215191832 1.63851316946966 4.2464574736368359 1.6660627722740167 2.1193669633357786 1.6296705153945366 1.9218353936885253 0.67393767763678614 1.5717245694249848 7.687366745682084
leaf_count=36 24 1614 12 26 82 47 57 19 7 51 51 15 20 26 27 16 84 17 13 39 46 34 163 20 16 22 58 49 13 196
internal_value=0.000660098 0.000261646 0.000879131 -0.0019788 -0.052291 -0.000192636 -0.00234764 -0.0379827 0.00367258 0.0217914 -0.022008 0.000691115 0.000734941 -0.0117681 -0.000627319 -0.0131532 -0.00250415 0.00734547 -0.00808374 -0.0414343 0.00604818 -0.00317971 0.00362825 0.00746462 0.0197415 -0.025918 0.0052849 -0.0254499 0.0156783 0.00423252
internal_weight=101.543 99.0499 97.9414 48.4119 1.65978 46.7521 43.7134 3.48033 49.5295 6.99851 2.44723 42.531 40.233 11.9985 8.72275 6.21567 5.3965 4.63361 3.29549 3.27572 28.2346 14.4184 12.7799 12.2573 8.9616 3.29573 6.84223 2.59577 13.8162 9.25909
internal_count=2900 2864 2840 1102 94 1008 961 45 1738 109 58 1629 916 242 183 157 130 114 97 59 674 419 385 328 286 42 270 107 255 209
is_linear=0
shrinkage=0.0728446


Tree=690
num_leaves=31
num_cat=0
split_feature=6 15 6 18 6 15 9 8 16 9 4 13 2 12 12 2 2 9 18 0 0 0 3 6 15 17 17 3 17 16
split_gain=0.113793 0.420406 0.213909 0.238584 0.398093 0.239594 0.151953 0.605028 0.351518 0.636808 0.692929 0.771732 0.639992 0.429546 0.71615 0.691124 0.358743 0.331485 0.482636 1.35983 1.16105 1.05188 1.52947 0.588537 0.548862 0.441504 0.862568 0.33301 0.423008 0.28327
threshold=5.0951190466500007 17.382777826050003 4.3151008216500015 16.433295803950003 3.6650856341500009 5.4774945026000008 187.70546222865002 8.3434888241000014 22.674946976100003 186.14781787895004 207.98441978950004 117.58509325145 58.396949525950006 135.43243079965001 114.00770670190001 95.580212559300023 137.64628208855001 193.06224578400005 13.451704604950001 86.135510041400025 87.181320254150009 89.219171517050015 86.729659288250005 16.485385178400005 41.403124198950003 177.83257937300002 196.44284117250001 76.021530554700021 242.64190980425005 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 3 -1 5 -5 7 8 9 10 11 12 -2 14 -14 -16 -12 18 19 23 -20 -22 25 -8 -25 -23 -27 28 -19 -13
right_child=6 -3 -4 4 -6 -7 17 -9 -10 -11 16 29 13 -15 15 -17 -18 27 20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.030328289220860647 0.029102631541715485 -0.053343297332463034 -0.06459826413841642 0.030372359374076726 0.039921046771970094 -0.064498883305725951 -0.065447741536055079 0.051884413583543509 -0.02552266410125428 0.040494491872575838 0.039325795849842887 -0.0005604799326957015 -0.063405239193577059 -0.10168636214247979 0.065668687155926331 -0.034630593958971154 0.005834533882346866 -0.065384376338193079 -0.084885299487159407 0.027695078064049625 0.064624180714719121 0.051593607005186233 -0.085551955138873384 -0.040480875882592707 0.022013410150364083 -0.065230035749500703 0.025723425722592633 0.0019691417399040532 0.021518042837720391 0.063276728487995801
leaf_weight=0.98480117638246134 0.57303567830241364 0.73370833258377377 0.17664745204820054 0.1365792636097467 0.35522180866246345 0.49519439022697043 1.1315066480747176 1.0829149772180233 1.5766408219933499 1.891954685866948 1.4884747359392339 0.64182108655222669 1.4961802418947634 0.44255414522922354 0.43946448713541009 0.74405042669241084 9.4654508137537032 0.64564375687405018 1.0330154048278926 3.6403186097741127 0.64585453364998091 0.61141164778382595 1.0930030867457388 1.1372500509023669 1.1234906351310199 0.70387589768506575 1.0372373251011593 63.794132693430583 0.34595560494926758 0.49523797072470188
leaf_count=41 10 193 38 45 21 202 25 18 23 33 43 41 81 21 5 53 458 145 15 36 7 17 13 15 26 21 33 1185 32 4
internal_value=0.000519859 -0.0118983 0.00225549 0.00824472 -0.0137898 -0.0439893 0.000887774 0.00576272 0.00316879 0.00572765 0.0015609 -0.0184426 -0.0325004 -0.0438066 -0.0342477 0.00261268 0.0103855 -0.00040079 -0.0100096 0.000776294 -0.0248119 -0.00964426 -0.0235657 -0.028111 -0.00942391 0.00523369 -0.0110461 0.0014023 -0.0350653 0.0272434
internal_weight=100.163 2.88215 2.14844 1.9718 0.986995 0.631774 97.2805 20.3378 19.2549 17.6782 15.7863 4.83234 3.69528 3.12225 2.6797 1.18351 10.9539 76.9427 12.157 7.03257 5.1244 4.09138 3.44553 3.39225 2.26074 2.35252 1.74111 64.7857 0.991599 1.13706
internal_count=2900 540 347 309 268 247 2360 790 772 749 716 215 170 160 139 58 501 1570 208 102 106 91 84 66 41 71 54 1362 177 45
is_linear=0
shrinkage=0.0634156


Tree=691
num_leaves=31
num_cat=0
split_feature=15 8 13 15 6 6 18 17 6 5 19 5 13 8 13 6 6 8 9 18 2 15 9 15 15 18 17 0 0 0
split_gain=0.108689 0.251545 0.262028 0.1623 0.28827 0.414625 0.570835 0.189146 0.156421 0.232394 0.461306 0.256125 0.356482 0.579214 0.384371 0.294829 0.767303 0.331398 0.572834 0.548172 0.451246 0.931849 0.428959 0.40577 0.337228 0.385723 0.29288 0.2785 0.706768 0.637985
threshold=11.896459116400001 2.5480115570500002 74.940770386250009 12.603008525650003 5.0951190466500007 2.7550643716500001 16.118666550000004 218.56744384050003 5.6401317807500009 10.718565385000002 13.351077205700003 13.264960807550002 98.238948544700023 7.1444245619500011 99.962250206350021 13.665319288000001 13.775321858200002 7.5441126493500006 201.78065190905002 13.901940775400002 188.72314814045004 23.304416445750004 205.70977008025002 21.274833872300004 16.522436993950006 13.021216158500001 194.18443652075004 93.972365491700018 93.442739239950015 94.776214472700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5 -7 -6 10 -10 12 13 -11 -14 17 -17 19 -19 24 21 22 -20 -22 -13 -26 -21 28 -18 -29
right_child=3 -3 -4 4 8 7 -8 -9 9 11 -12 15 14 -15 -16 16 27 18 20 26 23 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.061153188729619584 0.025383658003302882 -0.06421218520921726 0.014929400160493706 0.051711693090298085 0.024689393048860548 -0.060926271884687702 -0.061819273811189089 0.026989485490444338 -0.055429142797451147 0.025493768527824198 0.028742873670224392 0.028927368701523119 0.05271983103498646 -0.062829232565063842 0.005498171123448246 0.037587611857735459 0.00059351271133816755 -0.06331771618286941 0.012561370161473826 0.034210503757843271 0.012246967143892293 0.035136839621352292 -0.05873977394617233 -0.051472617541754383 0.011686772280846384 -0.064240510830948727 -0.0062079819373609272 -0.032713771194314928 0.027048643749540531 -0.00062652030319142844
leaf_weight=0.20723821867431869 0.93922558063059014 0.30546308926022903 0.73477676215406973 0.43369485205039271 0.97227708500577037 0.80578092789801303 0.24892389327578712 0.098018924472853541 0.69827691934915381 0.62700350536033445 0.34858259139582515 0.30825437855673765 1.2378699993714692 0.45942357677267864 1.224379679886624 2.0482324063777915 60.662414694010295 0.88013453342136916 0.46945150382816814 1.6984170992509464 0.48979636759031553 1.561243761796504 0.8412577566341497 1.3151399473426861 0.34093067236244656 0.79860836948500946 1.0275253360159693 2.7922541852167333 3.8341100399848065 10.66228679026244
leaf_count=130 48 107 66 11 39 232 64 7 79 26 9 20 26 53 35 34 1160 65 15 54 19 37 51 62 8 58 31 95 51 208
internal_value=0.000438655 -0.0170888 -0.00180836 0.000662171 0.000422514 -0.0248415 0.0103115 -0.0513916 0.000843082 0.000597282 -0.0274016 0.000911511 0.0166574 -0.0118559 0.0292384 0.000288788 0.00148344 -0.00953279 -0.0190902 0.00319215 -0.0107671 0.00394813 -0.0332021 -0.0341814 -0.0265243 -0.0415244 0.018975 0.000534773 0.00216618 -0.00728567
internal_weight=99.071 1.24748 0.942015 97.8235 96.8843 1.58642 0.682619 0.9038 95.2979 94.3256 1.04686 93.2787 3.54868 1.08643 2.46225 89.7301 79.9993 9.73076 5.55702 4.17374 4.67689 2.87195 1.31071 1.80494 1.44779 1.13954 2.72594 77.9511 64.4965 13.4545
internal_count=2900 303 196 2597 2549 314 75 239 2235 2196 88 2108 140 79 61 1968 1548 420 249 171 184 103 66 81 86 66 85 1514 1211 303
is_linear=0
shrinkage=0.0597579


Tree=692
num_leaves=31
num_cat=0
split_feature=5 10 17 10 7 18 5 19 7 17 17 12 17 17 8 17 3 17 12 19 5 8 17 2 2 2 16 15 18 19
split_gain=0.105342 0.550656 0.456685 0.533944 0.427899 0.688152 0.443911 0.476747 0.238651 0.230347 0.465263 0.40751 0.311277 0.749506 0.425323 0.322331 0.564976 0.454304 0.67562 0.607383 1.25327 0.308119 0.470858 0.280094 0.584915 0.274603 0.271484 0.282292 0.494605 0.446606
threshold=29.040033326300005 60.474177186300004 167.56787829315002 56.981870074850008 21.725272673150005 11.955585097900002 31.302824910800002 13.451085274650001 18.446911739150003 168.75790693355003 167.56787829315002 66.834523482800009 174.84606933240002 179.88087463185005 7.4441906275000003 181.49225329600003 82.866344954800013 183.58889821140002 78.909246879600019 14.251149826300002 13.999568943650003 8.8430989333000021 192.70224472390001 234.61110956795002 71.847610775600018 138.50479637360004 22.724946859200003 44.34858359035001 13.278511569200001 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 5 6 -2 8 -8 10 23 -11 -13 14 -14 16 -15 19 -19 20 -17 26 -23 24 -3 -24 27 -20 -29 -30
right_child=4 9 -4 -5 -6 -7 7 -9 -10 11 -12 12 13 15 -16 17 -18 18 21 -21 -22 22 25 -25 -26 -27 -28 28 29 -31
leaf_value=-0.073231625732526534 0.057057876618608387 0.040614403472299776 -0.073418339451606626 0.058894360324853678 0.070312313399084128 -0.054838073545542813 -0.079105996561497194 0.050899047243178334 0.00029896828197453751 0.040814436550833069 -0.09366106705672482 0.022207259517920568 0.00060148560832070123 -0.015084298504123714 -0.067469283211703285 0.025061727631782091 0.066129516548641576 -0.067538878719552831 0.0031724437451797539 0.022757723418327668 -0.080262285687711959 -0.063134577575458067 0.023193173742628016 0.030285986347352498 -0.07085458672508689 -0.024046502664337405 0.025518128628226004 -0.072983665881465765 -0.024385602019647377 0.01733604234241503
leaf_weight=0.24464326465022057 0.94241687268368002 0.35142462915973627 0.87018575676484033 0.35072139816475101 0.50993395404657338 0.74064452934544522 0.37045472768659216 0.42556238663382828 0.34391241893172264 1.2058565318584431 0.35636737432650978 3.0478524236896183 0.67522774246026429 0.71223560623184201 1.2031794559297848 0.81884356030786865 0.93144761324219871 0.66697228793054719 68.636448353696323 0.90702828019857396 1.521415467992483 0.8410359544504894 1.033937475178391 0.59498374279792188 0.60138386371363595 1.3200759868486782 2.3821142464876166 0.57954773525852843 2.7322256118641235 2.1683151010365691
leaf_count=52 33 12 97 9 9 60 36 18 9 14 27 110 61 28 36 37 16 16 1689 11 44 19 17 43 156 30 31 73 62 45
internal_value=0.000448066 2.6167e-05 -0.0417234 0.00460203 0.0124425 0.00198907 0.0222012 -0.00661589 -0.0408787 0.000682051 -0.0229476 0.00117442 0.000644357 -0.000109924 -0.043 0.000835102 0.0309382 0.000243293 0.00126044 -0.0249281 -0.04341 0.00183624 -0.0190486 -0.00666642 -0.0297414 -0.00329774 0.00270852 0.00197541 -0.013017 -0.00592526
internal_weight=98.0864 94.7535 1.46555 0.595365 3.33292 2.82299 2.08235 1.13993 0.714367 93.2879 1.90416 91.3838 90.1779 87.1301 1.87841 85.2516 1.64368 83.608 80.3607 3.24729 2.34026 79.6937 3.19505 1.54779 0.952808 2.35401 76.4987 74.1165 5.48009 4.90054
internal_count=2900 2735 158 61 165 156 96 63 45 2577 238 2339 2325 2215 97 2118 44 2074 1982 92 81 1966 66 211 168 47 1900 1869 180 107
is_linear=0
shrinkage=0.0686431


Tree=693
num_leaves=31
num_cat=0
split_feature=6 6 0 3 6 9 9 2 0 5 5 7 7 3 10 3 15 15 5 5 5 15 8 3 7 13 13 2 12 13
split_gain=0.457513 1.21227 0.775124 1.16826 1.55442 1.20996 1.5754 1.38788 0.747824 1.54718 1.10059 0.639512 1.26809 0.555202 1.69424 1.47855 0.515015 0.446838 0.402082 0.775421 1.2821 0.85491 0.61353 0.662043 0.891254 0.863309 0.628388 0.513171 0.475934 0.522883
threshold=13.665319288000001 13.775321858200002 94.047642319350018 84.968719212850019 14.980350013450002 206.50942114985003 213.24207352880003 161.80523719825001 93.262612545250008 18.310380701750002 18.152162791050003 24.785467646950003 24.071745547300001 89.227236891450005 66.697957758300021 87.544262101800015 39.283112803100003 21.981714531400005 20.950952025950006 18.725555412050003 15.299679811400003 32.188927121800006 8.1436447804000007 84.062708822850013 20.778835947700006 98.238948544700023 97.518441765750012 292.80063980640006 150.89336347300005 95.99139754765001
decision_type=2 2 2 2 2 2 2 2 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 8 5 -5 11 17 -8 10 -10 -3 12 -4 14 -12 -16 18 -7 19 20 22 -22 23 25 -25 26 28 -20 -1 -30
right_child=1 2 3 4 -6 6 7 -9 9 -11 13 -13 -14 -15 15 -17 -18 -19 27 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0015397210996828995 0.0013311412483212577 -0.001352639088241006 0.00080834817595394572 -0.0024123938656085992 0.000818953525159637 -0.00053921536290955625 0.0012871309583841908 -0.0014714440898802839 0.0016392712812428949 -0.00035239177367672438 0.0014506525373369976 0.00093605626431610958 -0.0010831934506449689 0.00011145275189499373 0.00066716347631283642 -0.0015895947827671518 -0.0019144035252064526 -0.0023498941396193733 -0.0018002805122866526 0.00094182442458377814 -0.0019602192264105427 0.0005420134892902788 -0.0012908605239863795 0.00091085336699830576 -0.0021544257969308891 0.00063300838386007481 -0.0021296625200137708 0.0004590367143498498 -0.0001628822512764771 0.0011500869580201205
leaf_weight=0.77899559007348607 3.2359789181500664 1.8548264331184317 2.9212848693132418 1.9015069329761893 0.81880924711003888 0.71649482939392273 1.8054770454764368 1.1464482098817823 3.7586874719709149 2.494988071732223 4.7211564179742691 4.3055278249084949 2.5538773507578298 64.178334556978371 2.8614315073937178 1.8299661723431198 0.60648958664387365 1.9503297040937466 1.1097298389649939 2.8234013824257991 2.2143926245626058 0.68807789275888342 1.2900766945676867 0.55572359636425872 1.0608754232525823 9.269470584811641 0.61183952039573419 0.59308706945739675 6.7325875687674834 1.4104579892009494
leaf_count=120 34 19 26 64 9 7 21 33 29 34 42 44 41 1054 23 31 11 55 46 66 102 12 60 5 92 159 39 16 582 24
internal_value=8.81751e-05 0.000150006 0.000111715 -0.00025518 -0.00143977 -4.59221e-05 -0.000771072 0.000215775 0.000193088 0.00084467 0.000139078 0.000370658 -7.39572e-05 0.000176676 0.000621393 -0.000213127 -0.000126044 -0.00186342 -8.88215e-05 -3.14394e-05 -0.000143086 -0.00136702 2.0545e-05 0.000103396 -0.0011007 0.000206917 -0.000207357 -0.00101337 -7.55327e-05 6.45373e-05
internal_weight=132.8 103.055 99.8191 18.1198 2.72032 15.3994 5.61875 2.95193 81.6994 6.25368 75.4457 9.78069 5.47516 73.5909 9.41255 4.6914 29.7452 2.66682 29.1387 27.4359 24.6125 2.90247 21.71 20.42 1.6166 18.8034 9.53388 1.70282 8.92204 8.14305
internal_count=2900 1566 1532 300 73 227 116 54 1232 63 1169 111 67 1150 96 54 1334 62 1323 1261 1195 114 1081 1021 97 924 765 62 726 606
is_linear=0
shrinkage=0.00196078


Tree=694
num_leaves=31
num_cat=0
split_feature=9 13 3 2 15 12 15 16 19 9 2 6 7 8 2 12 13 2 15 0 17 17 18 18 0 3 18 6 0 3
split_gain=0.108943 0.33089 0.412082 0.206029 0.160162 0.299716 0.294554 0.180723 0.485179 0.203082 0.169058 0.222849 0.16193 0.161125 0.331639 0.415092 0.527721 0.405377 0.344376 0.45971 0.336156 0.330567 0.33022 0.762189 0.423691 0.319981 0.357081 0.28252 1.22407 1.18624
threshold=37.256168974800005 96.209162656250015 66.676450093250011 270.91232589630005 11.896459116400001 373.49115436520009 12.389956812050002 11.934972090850001 10.650859343850001 50.838950466700005 313.37633693555006 13.265309941850001 20.940097048150005 7.943800736700001 330.71431012540006 224.88477233670002 97.873318238950006 94.025623727450025 26.410889167300002 99.983757871350008 242.64190980425005 164.23677531195003 14.025183600500002 15.793187706400001 92.031298721500022 93.82450029455002 11.780121045600003 14.755344756250002 96.055920542800024 85.622014538550019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 12 -6 8 9 -8 11 -11 -2 14 15 16 20 18 19 -18 -9 -19 24 -24 25 -23 -27 28 29 -15
right_child=4 -3 3 -5 6 -7 7 13 -10 10 -12 -13 -14 27 -16 -17 17 21 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.069602184342797149 0.040028308520729444 -0.071633335043900445 0.024485700196635082 -0.034545574987570653 0.044355909755845642 0.038989956325176621 -0.07058005378149898 -0.072142492946737247 -0.070918245494691085 -0.069576017997578316 0.061951178230173709 0.06580961852836828 -0.072359141884599465 -0.073803294894021459 -0.041832451880337157 0.02620838207455364 -0.044117076982567921 -0.051853335815121471 0.066716396040358422 0.040498755807546576 0.028751596933140975 -0.026413950944547598 -0.054931744810288292 0.01600661833298677 0.062933149149027506 -0.035552754482509802 0.037109977177628907 0.0018909012791171831 0.0033734883124534243 -0.0014637597500289359
leaf_weight=0.35676708566461446 0.06932998682896041 0.39252954874245904 1.2928228373348245 0.35510424966923881 0.73485960793914173 0.20875848156720167 0.11139894643565529 0.68056874658213473 0.58471775090583833 0.13899887102888897 0.33668251620838419 0.097451507699588547 0.4693416607024119 2.2653478266802258 0.61777845679171228 4.7654200840406711 0.46768482547486045 0.56424612950650033 0.84435900428798039 0.85673268500249833 0.20171587634831667 1.0073189510731033 1.2462394057365602 1.669990071095526 0.74305435642600048 0.4059062679807538 1.482692359073553 61.315486315594171 11.323920245864427 2.0210181574802846
leaf_count=197 9 67 89 43 30 16 20 85 126 55 8 4 132 118 59 163 36 113 13 20 5 24 78 47 9 22 100 910 271 31
internal_value=0.000452354 -0.0140002 -0.00271532 0.0117653 0.000816164 -0.0308343 0.00106654 0.000727213 -0.0249987 0.0142252 0.0307086 -0.0137777 -0.0578943 0.00108029 0.00745228 0.00949079 0.00165772 0.00647682 0.032459 0.0106188 -0.0490752 -0.00143806 0.00290149 -0.0143086 0.0166935 0.00482898 0.021493 -0.000208068 -0.00845259 -0.0396953
internal_weight=97.6282 2.39722 2.00469 1.64793 95.231 0.74743 94.4836 93.7487 1.26925 0.684532 0.573133 0.23645 0.538672 92.4795 15.5537 14.9359 10.1705 9.28822 2.16878 1.32442 0.882285 7.11945 6.5552 2.91623 3.63897 2.89592 1.8886 76.9258 15.6103 4.28637
internal_count=2900 396 329 132 2504 157 2347 2317 213 87 67 59 141 2104 774 715 552 462 69 56 90 393 280 125 155 146 122 1330 420 149
is_linear=0
shrinkage=0.0686431


Tree=695
num_leaves=31
num_cat=0
split_feature=0 16 9 10 4 3 5 9 0 12 6 6 19 13 3 2 17 18 17 6 2 6 5 19 6 18 0 9 16 7
split_gain=0.39374 0.68983 0.851285 0.828201 0.812988 0.70478 0.822794 1.2633 0.659137 0.598634 0.646375 1.24044 0.625547 0.622943 0.571182 1.88727 1.64094 0.670859 1.26399 0.570977 0.751062 0.558126 2.281 1.36917 1.13903 1.07115 1.40571 0.876329 0.848067 1.28673
threshold=85.716110573100011 22.704946905950003 187.38923140910003 61.928633034850002 375.86663358980007 94.92945658615001 30.133297129900004 186.67271206880002 85.807518149550006 90.17221166855002 16.505385645700006 16.525386113000007 13.051052998800001 117.62810858150002 93.58791597905001 86.011634045550025 193.01551328760004 13.064341268650002 184.59783591905003 16.395383075500003 126.02137215710002 16.455384477450004 22.852794041600003 14.351157895250003 15.785368822600002 13.316069313700003 87.29692395375001 194.04304600165003 20.784951395750003 24.734108155950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 -3 7 -7 -2 -1 19 -12 -13 -14 17 -16 -17 18 -10 20 -11 24 23 -23 -19 -25 -27 -26 -29 -30
right_child=8 5 3 -5 -6 6 -8 -9 14 10 11 12 13 -15 15 16 -18 21 -20 -21 -22 22 -24 25 27 26 -28 28 29 -31
leaf_value=-0.0022531629951766008 0.00082225791567754817 0.0011686786123016148 -8.0574690193532485e-05 -0.0018865678406077527 -0.0022078588126571274 0.00093148138792225222 0.0010781912874136875 -0.0016573255371530086 1.4192123331751638e-05 -0.0021507823790022679 -0.0027451110963089163 -0.0020095113832067912 0.00091423388971650888 -0.0010871279451057953 0.00099970216663038429 -0.0024199109915007642 0.00035861006135252065 3.8726454979071672e-05 0.0019929660076746097 0.001771995686458574 0.00088344112437663725 -0.0018590440298105993 0.00086765051146163246 0.00076808204102525634 0.0013354072528447771 -0.0017885689474189182 0.00039885900810349064 0.0012267961660204368 -0.00011364208735488257 0.0014767178989563993
leaf_weight=0.39803699165349815 5.2829939546063533 2.5213626488111904 1.6242928514257062 2.446960941539146 0.63860502644092854 1.1527977138757708 1.4860249981284139 1.9516232875175772 2.9779402850836041 0.4237602925859395 0.66041758493520308 0.44898549285426304 2.6001234328723517 0.77650966082001094 2.0334012508392325 2.1777141250204299 1.3080384242348371 64.21983820231253 2.1279929224401712 1.4972118268487973 1.2070337839977581 3.0828198092058283 4.836851160041987 2.4093275479972363 4.4207445699721601 2.6197390132583678 1.9855893496423958 3.4840341606177416 11.907768591307102 2.3403655644506207
leaf_count=19 41 22 20 98 36 10 13 48 39 24 11 108 49 55 14 47 15 1813 16 23 44 39 39 17 33 36 17 35 98 21
internal_value=0.000102221 -0.000153276 -0.000426684 -0.00116604 -7.87241e-05 0.00033581 -0.000121654 -0.000695996 0.000145453 9.09792e-05 0.000213523 -0.00026353 0.000164866 0.000453989 0.000113509 -0.000501527 -0.00137726 0.000145409 0.000838883 0.00089769 9.5001e-05 0.000110457 -0.000239546 -0.00076991 0.000170974 -0.000291255 -0.000845458 0.000554353 0.000359631 0.000147587
internal_weight=137.049 19.8337 12.7219 4.07125 8.65068 7.11181 4.59045 3.10442 117.215 8.01208 7.61404 4.48604 3.82562 3.37663 111.932 5.51915 3.48575 106.413 5.10593 3.12801 1.63079 101.307 14.9343 10.0975 86.3728 7.01466 4.60533 22.1529 17.7322 14.2481
internal_count=2900 580 487 118 369 93 71 58 2320 333 314 223 212 104 2279 76 62 2203 55 91 68 2148 148 109 2000 70 53 187 154 119
is_linear=0
shrinkage=0.00196078


Tree=696
num_leaves=31
num_cat=0
split_feature=6 6 16 8 8 5 5 5 2 10 13 17 6 5 17 13 13 16 7 18 5 8 8 9 3 8 2 6 18 19
split_gain=0.11077 0.667412 0.39302 0.26939 0.639219 0.257605 0.897866 0.364964 0.377796 0.355322 0.277766 0.337143 0.320597 0.306631 0.580919 0.301026 0.235659 0.232964 0.292368 0.230842 0.212759 0.419671 0.21181 0.497547 0.492226 0.473697 1.03138 0.493678 1.33248 0.479958
threshold=13.665319288000001 13.775321858200002 13.894967507500002 8.1436447804000007 8.543332867800002 15.299679811400003 18.152162791050003 20.950952025950006 292.80063980640006 67.316303128300021 98.238948544700023 174.35320691475002 6.9451622726000011 13.361597395450001 189.90635174060003 100.55371099505001 97.518441765750012 11.599972874200001 20.338758887200004 13.987466292050001 13.592434445950001 7.1444245619500011 7.943800736700001 196.26893085885004 85.622014538550019 8.0437227585500022 110.52061241095002 14.185331438000002 15.150044688000003 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=3 -2 -3 5 -5 9 -7 17 -9 -1 11 -11 19 15 -15 -14 20 18 -8 -12 21 -13 23 24 -4 26 -24 28 -27 -29
right_child=1 2 22 4 -6 6 7 8 -10 10 12 16 13 14 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 27 -28 29 -30 -31
leaf_value=-0.077058216583405739 0.043529211035223274 -0.078085794402433795 -0.076983608867730563 -0.054921469638620546 0.033146286284644208 -0.077343799523220416 0.045550408526636242 -0.066139219163549492 0.026110340940422347 -0.075554282881809223 0.0063831272925183088 0.0035097554943866764 0.06466578894677999 -0.047390158982407678 0.024837735269694596 0.013237825636331016 -0.076227060717838704 0.041705366795039625 -0.076155234829472992 -0.074839563467726328 0.046682622585877923 -0.075064601760520627 -0.087296638289091899 0.057243169780907516 0.010723752816278255 -0.088894350833662802 0.0059803149375948269 0.03505317872748398 0.011015870865649795 0.001144462479864561
leaf_weight=0.28263823688030498 1.9696639124304045 0.33545903714184433 0.36932028271257777 1.4930751349311315 0.61849093416822132 0.99631795672757961 0.19097464100923423 0.61432402255013574 0.38208970904815942 0.35051133251908861 0.43157277995487664 4.025023209862411 1.3329967642202976 0.78429788677021894 2.3959956601029262 1.1042654314078388 0.21576219264534291 1.1957951765507457 0.23194440602674149 0.32587718448485248 0.49819620110793028 0.39620107255905157 1.0313504575751715 1.150063309818506 4.2103443027299363 1.1622751702088856 1.6124665696406735 2.2951159134972832 1.8136104905279351 63.46065884221025
leaf_count=14 34 55 20 91 16 69 8 46 16 140 14 483 28 18 65 29 26 33 34 77 28 99 20 17 310 28 36 29 26 991
internal_value=0.000489286 0.00165525 0.000590202 -0.00469304 -0.0291259 -0.00141838 -0.0184987 0.00392021 -0.0307647 0.00366134 0.00558487 -0.00643242 0.0159257 0.0219242 0.00702548 0.041365 -0.00171438 0.0252708 -0.0211975 -0.0285613 0.00155369 -0.00353156 0.000932495 0.0144077 0.00365072 -0.000149241 -0.0304069 0.00101465 -0.0280055 0.002328
internal_weight=97.2767 79.4103 77.4407 17.8663 2.11157 15.7548 3.61145 2.61513 0.996414 12.1433 11.8607 5.48569 6.37501 5.61756 3.18029 2.43726 5.13518 1.61871 0.422919 0.75745 4.91942 4.42122 77.1052 5.72973 4.57966 71.3755 2.64382 68.7317 2.97589 65.7558
internal_count=2900 1566 1532 1334 107 1227 206 137 62 1021 1007 776 231 140 83 57 636 75 42 91 610 582 1477 347 330 1130 56 1074 54 1020
is_linear=0
shrinkage=0.0728446


Tree=697
num_leaves=31
num_cat=0
split_feature=6 6 0 5 13 0 0 18 9 9 16 17 10 3 16 5 9 6 17 6 13 16 7 7 5 3 10 19 7 18
split_gain=0.510244 1.30772 0.642307 0.7384 0.638375 0.424973 1.10466 1.8113 1.00392 1.76629 0.801996 1.71085 1.03391 2.01461 1.86781 0.915574 0.990997 0.880249 0.818761 0.80535 0.796749 0.794597 0.709396 0.983435 0.625158 0.45348 0.379794 0.665888 1.24479 1.00627
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.222050829800004 104.02719889955002 94.047642319350018 94.776214472700005 14.234745508550002 206.50942114985003 214.22994816675003 19.214955067100004 173.06150329755005 66.697957758300021 89.227236891450005 19.974953289850003 19.915533535850003 204.64320368315003 14.655342419750001 167.56787829315002 15.675366252400002 113.92610173585001 19.774953757550005 24.673428656250003 24.071745547300001 19.500380888400006 89.125075482450015 78.220689305400015 12.851036860900001 22.708075280250004 14.371157440600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 -2 3 -3 -5 10 7 -7 22 -10 11 17 13 -12 21 -13 -17 -6 19 -19 -15 -14 23 -8 -22 -20 27 28 29 -1
right_child=1 2 -4 4 5 6 8 -9 9 -11 12 15 14 20 -16 16 -18 18 25 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010348656406487411 0.0013818790227068784 0.0016161399109289826 -0.0011170987021402934 -0.0013331862504726221 0.0020672486877723576 0.0012795610889239277 0.0008388188480276304 -0.002041305336567328 -0.0024013813451443187 0.0006723501847519692 0.0014440511749596991 0.0019220571770397388 -0.00074895618383022812 -0.0012095684072571348 -0.0022629489165047942 0.0013513538278520671 -0.001495168155961347 0.0016459973988605019 -0.0037058620652601309 -0.0020027360069035422 0.0013161176523367886 0.00087632001582443918 0.0012586163411707552 -0.0010661957822240963 0.00010365355023749452 -0.001213660360044678 6.5216357844123454e-05 -1.3497244821638614e-05 -0.0021418829722483455 0.0011443636833982603
leaf_weight=2.118131978553722 3.2353789843618861 1.2774566076695908 1.6005283975973714 1.1553898037600436 0.41251607239246224 0.85316376294940655 2.3883127290755493 2.4300482054241002 1.4223451322177427 1.453070175135508 4.6104811802506438 3.7833100608550012 2.3601124044507733 1.7359776720404614 1.8965787021443246 1.2532879526843319 0.75258514570305113 0.6148031824268404 0.44791115820407845 0.37408640442299657 1.6828672625124443 2.2677974849939346 2.9621304459869862 1.8480258524650706 57.454792881646426 0.75195681964396499 15.648141804456825 7.6184891918092035 1.999767401081044 1.3237682113540357
leaf_count=117 34 11 36 59 3 5 23 84 43 25 42 31 33 16 37 37 16 18 3 123 13 12 28 30 740 64 902 185 107 23
internal_value=8.98572e-05 0.000155409 0.000114831 0.000135329 0.000115398 0.00013325 -0.000190627 -0.00117836 0.000131287 -0.000848094 0.000187057 0.000760764 0.000120209 0.000194371 -0.000624136 0.00135427 0.000283365 -0.000560101 -0.00105528 0.00026572 9.97223e-05 4.74719e-05 0.000522499 7.79078e-06 0.000138156 -0.002144 -0.00014082 -0.000387683 -0.000911555 -0.000196726
internal_weight=129.733 101.025 97.7895 96.189 94.9116 93.7562 13.3571 3.28321 10.0739 2.87542 80.3991 8.39046 72.0086 65.4841 6.52449 5.78918 2.00587 2.60127 2.18876 0.98889 60.8736 4.62791 7.19847 4.23634 59.1377 1.19987 28.7083 13.0602 5.44167 3.4419
internal_count=2900 1566 1532 1496 1485 1426 238 89 149 68 1188 295 893 811 82 84 53 211 208 141 769 45 81 53 753 67 1334 432 247 140
is_linear=0
shrinkage=0.00196078


Tree=698
num_leaves=31
num_cat=0
split_feature=16 15 16 10 0 3 3 13 13 18 15 9 10 18 12 2 15 15 6 6 9 15 5 9 8 18 15 19 5 10
split_gain=0.109117 1.1219 0.802384 0.544238 0.806329 0.482069 1.3147 0.359447 0.904104 0.799622 0.865093 0.37069 0.323961 0.953405 0.612703 0.619427 0.411484 0.788008 0.422447 0.866163 0.359654 0.643273 0.438814 0.359596 0.469164 0.399278 0.337491 0.300336 0.461585 0.290919
threshold=18.684956306450005 34.098324821200009 18.984955604900005 70.085415002650009 94.776214472700005 83.511574906150017 85.436510927550003 108.61908538635001 107.97116697695002 12.903279561150002 28.777417478550003 66.290220196950017 74.986474174450009 14.767724047450001 139.31809447045003 137.64628208855001 23.969938375100003 23.356956033300005 13.705320222600003 11.945279099550001 210.70699256735003 19.527500348350003 13.487843791950002 201.2906445504 8.2435668022500028 16.402557800150003 20.203197038850004 13.351077205700003 14.320088925450003 70.343506983200015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -4 -5 -2 -7 8 12 11 -11 -9 13 14 -1 -16 17 20 19 27 23 22 -22 24 -14 -25 -27 28 -18 -17
right_child=2 -3 3 4 -6 6 -8 9 -10 10 -12 -13 16 -15 15 29 18 -19 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.078329762928988411 0.070442912306367303 -0.096383269597728097 0.0014489019798366379 -0.078802021141366196 0.011814710666029625 -0.041404666759734143 0.067301388032170145 0.075099673225759056 -0.0701971039095525 0.056499884601992928 -0.014613303237173917 -0.091452520786285255 0.0018290602011991268 -0.071827617879958158 0.066920207567565351 0.0095411312955188867 -0.07540135739411985 -0.071483845645916061 0.054732377114238624 -0.076539763202793057 -0.076905279281829261 -0.059781109940074594 0.032992142389112293 0.043979941550129131 -0.092862351506135477 -0.038655516262045719 0.0307903459172593 0.059209912088122721 0.040523684628052434 -0.036361683253949825
leaf_weight=0.48448103268311982 1.3194233179092401 0.66979672217712405 61.089929222827777 1.1117803690722206 0.98068309854716051 1.1279315766878428 1.2386784244736189 0.08412979543208976 1.0618462783459097 2.4094115285406592 1.4564333010930566 0.45125099111101008 6.6189095093941415 1.283758229925297 0.77569126896560181 2.2616416193268383 0.29049264820059739 0.82214160490548316 1.5053000919288022 0.52946321689523745 0.23506935997102241 1.2552775917865799 1.0721132814942391 2.3938832493731756 0.28980675851926196 0.74620897099703121 0.73915954015683383 0.89290226952289231 0.48917937319492921 1.0836852971406186
leaf_count=45 15 53 935 45 15 37 27 1 54 45 24 140 660 84 13 134 55 48 24 35 80 57 34 50 4 59 17 21 21 68
internal_value=0.000489286 -0.00316861 0.00212502 0.00019767 -0.0363323 0.0351617 0.0154918 -0.00103279 -0.00443353 0.0181536 0.0297084 -0.0652805 -0.00149566 -0.0163136 -0.000839402 0.00827063 0.00338506 -0.00226688 0.0249916 0.0046609 0.00199562 -0.0225364 0.0132294 0.00782269 -0.00214305 0.0255711 -0.00409738 0.0303655 -0.00266803 -0.00532863
internal_weight=96.7705 29.902 66.8684 63.1824 2.09246 3.68603 2.36661 29.2322 24.831 4.40123 3.86584 0.535381 23.7692 5.88926 4.6055 4.12102 17.8799 14.1726 3.70734 2.20204 13.3504 2.56246 1.30718 10.788 6.90872 3.87925 1.48537 1.67257 0.779672 3.34533
internal_count=2900 1826 1074 995 60 79 64 1773 1563 210 69 141 1509 344 260 215 1165 1009 156 132 961 171 114 790 664 126 76 97 76 202
is_linear=0
shrinkage=0.0728446


Tree=699
num_leaves=31
num_cat=0
split_feature=9 15 18 13 15 16 13 13 4 18 6 6 9 5 18 2 5 0 8 9 2 2 16 19 17 14 15 5 7 17
split_gain=0.453416 0.585124 0.649127 0.75978 0.529202 0.346531 0.720695 1.12655 0.739142 0.710641 2.00336 0.901949 0.8346 1.03805 0.806512 0.764246 0.561637 0.908713 0.529944 0.70096 1.18142 1.18252 0.787219 0.881214 1.60346 0.512762 0.480311 0.473176 0.457886 0.424916
threshold=37.256168974800005 6.9561856507500011 16.118666550000004 96.209162656250015 16.353133686700001 22.624947093000003 117.38883580790001 117.30011668960002 165.01827963435002 13.5308213324 16.395383075500003 16.495385412050002 190.24759545780003 22.504913082700003 12.933745112000002 213.18429240960003 30.133297129900004 85.253695774650012 8.1436447804000007 197.58039077460003 192.77055391600001 222.38716625935004 22.554947256700004 14.451165964200003 189.90635174060003 325.33643297535008 37.434800281900003 27.5699840079 22.620341628000002 162.59969366065002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 29 -8 10 -7 28 14 -14 -13 -11 17 27 26 22 -21 -22 -20 24 -24 -17 -10 -15 -12 -2
right_child=5 2 -4 -5 -6 9 8 -9 18 15 11 12 13 16 -16 25 -18 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013448723118899737 -0.0011828487157113886 -0.0010892372463068591 -0.0018699366170045937 -0.0020636547977756462 0.0011797016499340539 -0.0018125111096826574 0.0009172262953565857 0.0016022145372069959 -0.0024582914045399797 0.0017092763946413793 -2.2125209597401439e-05 -0.0003437243346252 -0.0018981596134297026 -0.0025572356050288085 0.0011365829613602702 -0.00060971204811390847 0.0011306322831321613 0.0004355388257430125 0.0012712493077596083 -0.0014842317955445796 0.0012430754621670912 -0.00093856665686425976 0.00032468989714301056 0.00060285668945443845 -0.0021199728519148827 0.00075291460456750818 -0.00049826122868306159 -0.00041968610973347199 0.0012204346309075478 0.00012460234850409689
leaf_weight=0.55987389449728553 0.96844950044760381 0.58234998187981624 1.3907037597673477 0.62024556903634209 1.2298975044395772 1.8885094207944408 1.8415476436493943 1.9908061133464787 0.85048103606095793 2.4649087553843847 1.5071945560048359 2.3888051769463328 1.5330645600333808 0.83365789102390431 3.4712861365987919 1.4405731279402969 1.178571426135022 2.0562807989772409 1.7682569690514371 3.7998590433271593 1.7568401430617089 2.0934444549493492 2.2894506331358571 3.1074600511346944 1.8773912510368971 4.0375464409589767 1.1054860147414727 0.76215844042599201 4.6827188612078317 72.47150738945129
leaf_count=52 158 31 208 67 38 28 21 18 60 24 27 25 21 24 37 15 14 34 16 41 13 39 25 34 25 47 16 16 50 1676
internal_value=9.25625e-05 -0.000527244 -0.000801399 -0.000190495 0.000450598 0.000114442 5.82315e-05 0.000146814 -0.000267868 0.000305331 0.000110794 0.000308048 -7.60233e-07 -0.000492416 0.000533151 0.000802566 -4.62888e-05 -0.000426094 -0.000384895 -0.000271749 -0.000708591 5.68913e-05 9.78254e-05 -0.000187414 -0.000776765 0.000394587 -0.00135051 -0.00153635 0.000917881 0.000107361
internal_weight=128.549 4.38307 3.8232 2.43249 1.81225 124.166 95.921 75.4308 20.4902 28.2453 20.3022 18.4137 12.2238 6.36373 5.86009 7.94303 4.83067 3.6521 18.6487 16.6927 7.65014 3.85028 9.04256 7.2743 4.16684 5.47812 1.95597 1.59582 6.18991 73.44
internal_count=2900 396 344 136 69 2504 2142 1852 290 362 276 248 171 109 62 86 88 74 269 193 93 52 100 84 50 62 76 40 77 1834
is_linear=0
shrinkage=0.00196078


Tree=700
num_leaves=31
num_cat=0
split_feature=13 16 10 13 13 16 3 15 15 16 0 18 16 17 15 15 8 5 13 10 7 15 15 15 0 5 10 6 19 10
split_gain=0.564309 3.0168 2.49121 2.0654 0.920795 1.50625 1.15244 1.56749 1.65704 0.99607 1.23539 1.68354 1.17037 0.887155 0.687659 0.596071 0.522968 0.495274 0.491353 0.51172 0.963907 0.97232 0.520938 0.829035 0.556192 1.09587 1.02715 0.48238 1.09876 0.750749
threshold=112.82921081865001 19.974953289850003 66.318885161900013 113.85351336640001 109.57886493895002 19.214955067100004 86.130133125200004 35.194695975650014 28.129673635100001 18.634956423400002 93.972365491700018 15.042884401850001 18.384957008000004 212.33270692945004 27.122924609850003 31.385732506450001 8.0437227585500022 19.500380888400006 108.61908538635001 74.986474174450009 22.708075280250004 28.321365561200004 23.969938375100003 23.356956033300005 98.615332683000005 16.579584939650001 78.220689305400015 13.705320222600003 13.351077205700003 80.468240302450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 9 -6 8 14 12 -11 -12 15 17 -8 18 -14 -5 19 20 -1 -22 23 24 25 -21 -26 28 29 -24
right_child=2 -3 -4 13 6 -7 7 -9 -10 10 11 -13 16 -15 -16 -17 -18 -19 -20 22 21 -23 27 -25 26 -27 -28 -29 -30 -31
leaf_value=4.9926723442745443e-05 -0.0021393395331508812 -0.0018770325850345042 0.0016013091671787741 0.0011203971969646499 0.0016204543766257773 -0.0016774049662833777 -0.00060589463770851322 0.0016893014966343212 -0.0018143932970267561 0.0017386729741913165 -0.001597918876110709 0.00092600521820976832 -0.00013164947953114175 0.0015762933102257265 0.0016901487255473011 -0.0020201883602308647 -0.0023111044980514981 0.00011195586722677911 0.0012653106178377087 0.0010157423375605965 -0.0021525193789380536 0.0003674923802896249 -0.0017390813238010567 -0.0018198285110230597 -0.0021480574174565742 -0.001134825885095412 -5.3848732107934741e-06 0.0015091478581245839 0.0016452958309624496 0.00098211062672383907
leaf_weight=5.0389663429887142 1.5127121454133874 3.2387109356932333 4.703053791075944 1.928543098270892 3.0706458939239365 2.0661522811278692 0.88129645023946102 1.739154167473316 1.9845051411539314 2.735880719497799 1.5373158645816145 2.9968356173485518 0.63244247063994308 1.6988392621278752 1.1637129858136175 0.55982143984874611 1.2799682687327729 64.344822387924069 1.1751866103732016 4.492180314788139 1.9392308625683656 0.84523169882595528 1.1225927061750547 0.94257556245429341 0.92599330027587612 1.1427201988990416 12.099399268801788 1.7706339147407559 1.2087778048589823 0.59713662130525325
leaf_count=232 34 49 33 15 22 38 36 9 18 18 47 37 13 18 8 57 49 870 27 80 98 16 84 48 47 26 807 23 20 21
internal_value=0.000107387 -3.89826e-05 0.000220214 0.000126735 7.1362e-05 -4.20345e-05 0.00065005 0.000133507 -0.00053798 3.64668e-05 0.000698124 7.02622e-05 -9.80001e-05 0.000177166 0.000700669 -1.37134e-05 -0.00159035 0.000141301 2.00177e-05 -2.55366e-05 -0.000461695 -0.00138756 0.000114874 -2.56828e-05 6.49437e-05 0.000579621 -0.00015771 0.000701217 0.000212727 -0.00079421
internal_weight=131.375 57.1871 74.188 69.4849 53.9484 45.109 8.83931 5.76867 4.02951 43.0429 7.27003 4.53415 35.7729 67.9722 2.04501 33.8604 1.91241 66.2734 33.3006 32.1254 7.82343 2.78446 24.302 19.6029 18.6603 5.6349 13.0254 4.69914 2.92851 1.71973
internal_count=2900 1930 970 937 1881 1788 93 71 62 1750 102 84 1648 903 44 1586 62 885 1529 1502 346 114 1156 1008 960 106 854 148 125 105
is_linear=0
shrinkage=0.00196078


Tree=701
num_leaves=31
num_cat=0
split_feature=14 14 12 12 7 17 9 18 17 5 16 0 19 9 7 4 4 18 7 5 12 7 10 6 16 15 10 18 9 5
split_gain=0.105423 0.45953 0.317605 0.606943 0.416531 0.408658 0.38711 0.270535 0.869447 0.763853 1.3273 0.419797 0.360949 0.264978 0.737512 0.589684 0.47423 0.877611 0.820027 0.557326 0.701828 0.551257 0.396467 0.25519 0.527869 0.585446 0.813982 1.43723 0.663476 0.919023
threshold=202.65261526855002 204.50376127325003 114.86856072930001 109.28780703725 22.620341628000002 197.94573456765002 213.79200485395003 12.977936149500001 182.28951942140003 21.495293572000005 22.554947256700004 78.626646483100004 13.351077205700003 200.80358209610003 24.005763052250003 169.78633280640003 173.95266242615003 13.5538556217 22.398098708400003 17.671168838450004 90.17221166855002 21.118786167550002 61.998532946250002 16.515385879350003 22.624947093000003 37.80636766060001 62.046925192600007 13.878370392300001 200.12618528045002 23.151456684850004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 13 8 11 10 12 -4 -9 16 -15 -16 17 18 21 20 -19 -1 -23 24 -3 -26 28 -28 29 -27
right_child=1 23 5 4 -6 -7 -8 9 -10 -11 -12 -13 -14 14 15 -17 -18 19 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.042037350447764688 -0.047693842967982077 -0.0018611315298466388 -0.03606994367194466 0.0011894322975854535 -0.065243246970610735 0.044538746392980812 -0.041914056359469785 -0.00068435468613385728 -0.090325967656931835 0.046278128182774173 -0.062710434882416413 0.073051037292583373 0.049898298836601462 0.050827863607545404 -0.062053455488083525 0.019871744647832826 0.045338017842307801 -0.045045769944893038 0.042988234748722848 -0.051750842552787744 0.033432137236757434 0.0050684587880347864 -0.047901463385286773 -0.01211577669658408 0.053108974386768391 -0.043692367732487136 -0.081878702694523714 0.022711507385251913 0.052789113336156587 0.044713299705994233
leaf_weight=0.92043535494305029 1.1494675083813479 45.209062892157817 0.33110287029194096 0.87324042705949922 1.2919164929189717 2.0334470731904721 0.99776467410265368 1.6816518320119942 0.59673515683971345 2.5144778312824201 1.4765275157988069 0.47222246322780848 1.4506681961938737 2.2729667507956028 0.76900527079124037 1.3135497015973667 1.1833377239381651 1.1643231657653816 2.9440365126356483 2.5705501517659286 1.368619476110325 1.4536451594904067 1.6835550069808958 8.7098352518114535 1.9843921773135651 1.3299951646476968 1.28991301485803 1.6571982875466345 2.553665250656195 1.2681701200781388
leaf_count=49 36 1752 53 36 34 34 28 38 12 31 16 10 13 34 32 38 41 39 37 32 12 19 22 287 21 18 35 25 30 36
internal_value=0.000572905 -0.00113089 0.00411219 -0.00121367 -0.0384499 0.0146092 0.00311115 0.0074688 -0.0223899 0.0133374 -0.00463427 0.0280751 0.0227419 0.00565732 0.0215619 -0.01038 0.000444345 -0.00394423 0.0131361 -0.0273773 -0.00264197 -0.00852328 -0.0233575 -0.000294633 0.00156747 0.0169398 0.00807763 -0.0230663 0.0258935 -0.000541369
internal_weight=96.5155 65.1517 31.3638 20.8069 2.16516 10.5568 18.6418 8.52339 1.40006 7.12333 4.60885 0.803325 3.13232 17.644 4.35552 2.08255 13.2885 12.1052 7.00167 5.10349 2.53294 4.05764 3.1372 64.0022 55.2924 10.0833 8.09894 2.94711 5.15183 2.59817
internal_count=2900 2240 660 453 70 207 383 173 75 98 67 63 51 355 104 70 251 210 127 83 51 90 41 2204 1917 165 144 60 84 54
is_linear=0
shrinkage=0.0743015


Tree=702
num_leaves=31
num_cat=0
split_feature=0 5 7 3 3 16 10 17 10 10 13 2 8 17 0 10 9 3 7 7 6 3 5 2 10 17 6 0 3 2
split_gain=0.514141 0.768133 0.71518 0.687256 0.689408 0.644263 0.906353 0.558416 0.521945 0.896248 0.558187 0.581156 0.506162 0.863456 0.477976 0.687806 0.856485 0.878948 1.00575 0.475024 0.505972 0.469579 0.577683 1.0508 0.673043 0.774888 0.422067 0.400031 0.649811 1.46939
threshold=98.615332683000005 14.515626273450001 20.562096111400006 79.892910262550018 79.47351079420001 17.654958715000003 78.349735295650007 201.37020668845003 78.494912034700022 80.468240302450013 98.238948544700023 146.11720701395004 7.3442686056500008 217.44035869100003 85.716110573100011 61.917879202350001 187.38923140910003 93.932038619750017 19.617375644250004 27.952168727600004 8.5201990730500015 94.92945658615001 29.040033326300005 122.26439358135001 60.474177186300004 162.59969366065002 16.565387047600002 85.807518149550006 93.58791597905001 86.011634045550025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 -3 4 5 6 -2 8 -8 -10 11 -11 13 -9 15 21 17 -17 -19 -15 -21 -1 23 24 25 -23 -20 -16 -29 -30
right_child=1 2 -4 -5 -6 -7 7 12 9 10 -12 -13 -14 19 27 16 -18 18 26 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0007170755170130621 -0.0021394330318925772 0.0020103102620575848 -0.0012892917728507291 -0.002115357829674854 0.0016448124963472734 0.0015436711122432682 0.0020016647085887192 -0.0020210102844131486 -0.0022339279657878279 -0.0016105329663802549 0.0013989343578300413 0.00030049942672773949 -0.001639886553817688 0.001714125166271454 0.00076726525142540376 0.0010154075738521724 -0.0015137631392143293 0.0014226384433549857 -0.0024122719312426534 -0.0020104044862290392 0.0019618772847264884 0.00104490504208698 0.00033909311252241744 -0.001963864017250462 0.001197683018400343 -0.0021796582130733204 5.3784290173403113e-05 0.00023480288257448202 0.00091060707495045862 -0.0013075239897761611
leaf_weight=3.8345899916894295 0.82116062770364529 0.27456262335181181 3.1504550117242616 0.56228370685130435 1.0230213319882757 0.928765232209117 0.62621591519564201 0.60251177431200664 0.56535032228566695 0.71401233260257857 1.4778894493356345 4.2742342577985255 1.2858343356201656 0.84139729570597388 4.9506168875377616 1.6535281897522502 2.5876850506465416 0.51098349969834078 1.053865714362473 0.35629628677270375 0.18851165426895022 0.47619226327515096 4.9321980385429924 1.4897857986870802 1.1676334489602593 0.7193472510407446 0.35729426582111035 85.577024530182825 1.8107179701328266 3.1382382329320535
leaf_count=39 47 4 154 29 17 15 5 117 34 128 22 283 103 17 41 15 106 8 54 64 2 20 149 99 16 46 28 1162 14 62
internal_value=0.000120121 -0.000190918 -0.00102478 9.25788e-06 9.64246e-05 -2.84778e-05 -0.00015271 -3.48055e-06 0.000286307 0.00013354 0.000340533 2.69563e-05 -0.000681164 -6.12883e-05 0.000168284 -0.000117641 -0.000654544 -3.27334e-05 -0.000934399 0.000790502 -0.000635936 0.000144577 -0.00010531 -0.000674193 0.000138838 -0.000895291 -0.00178789 0.000224534 0.000194853 -0.000495957
internal_weight=131.952 17.6925 3.42502 14.2675 13.7052 12.6822 11.7534 10.9323 7.6577 7.03149 6.46614 4.98825 3.27455 1.98872 114.26 18.7831 6.16336 3.57567 1.92214 1.38621 0.544808 12.6197 8.78516 3.85296 2.36317 1.19554 1.41116 95.4766 90.526 4.94896
internal_count=2900 1041 158 883 854 837 822 775 472 467 433 411 303 200 1859 580 211 105 90 83 66 369 330 181 82 66 82 1279 1238 76
is_linear=0
shrinkage=0.00196078


Tree=703
num_leaves=31
num_cat=0
split_feature=6 6 0 5 5 8 8 0 9 0 15 9 17 3 5 5 0 5 16 6 4 6 5 9 16 5 5 0 17 12
split_gain=0.497304 0.924211 0.545024 0.676793 1.10169 0.428982 0.776165 0.418648 0.754719 1.0892 1.42574 0.877969 0.837403 0.724982 1.16842 0.995364 0.647335 0.706668 0.656324 0.540292 1.41387 0.859259 0.902453 0.790268 0.766315 0.761344 0.628516 0.596807 0.54122 0.516587
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.579584939650001 16.823764825550004 8.1436447804000007 8.543332867800002 94.047642319350018 206.50942114985003 94.964406541850011 28.777417478550003 214.22994816675003 186.52991945525002 86.302194445500007 18.310380701750002 18.152162791050003 86.530713386650021 20.206488238950005 22.654947022900004 15.785368822600002 311.90820777800008 16.455384477450004 22.204885925350002 193.60452210450003 20.784951395750003 21.269675393700002 22.598762435600005 88.576630023850015 198.47149978265003 131.64402048350004
decision_type=2 2 2 2 2 2 2 2 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 -1 -7 13 9 10 -9 -10 -11 14 -6 -15 17 -17 19 20 28 23 27 -21 -25 -26 -27 -23 29 -18
right_child=1 2 -4 4 7 6 -8 8 11 12 -12 -13 -14 15 -16 16 18 -19 -20 21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-4.3315586642433573e-05 0.0012685992473187113 0.0010158470695634495 -0.0010315485572947474 -0.0018987803835561166 0.0015843903480550346 -0.0014310942208803192 0.00069734088026610389 0.00065653744192443076 -0.0022313811297779555 -0.00067189802803182771 -0.0022873697270893141 -9.8741288092212625e-05 0.0011208746402771388 -0.0013739473627904914 -0.00021722571144274422 0.0013656393596756212 0.00072428465018387045 -4.248313731102558e-05 0.0011851952509872013 0.0016118348883528831 -0.0015142606923977944 -0.0012617154422552587 0.00098024371294605679 0.0013449871284799348 -0.0006295581907076811 0.001287381910469483 6.5045878246512644e-06 0.00019415676490396839 0.00099617661284278377 -0.00048392855959514914
leaf_weight=23.702757559025489 2.724637020379304 3.2320809308439484 1.4617846235632885 0.98737238347530265 3.3108174186199895 2.1636596443131562 0.89503449702169735 1.1204384315060436 1.2958611920330443 1.3241073397221041 1.3290234920568762 1.5869342355290426 3.5286572189070284 1.5719768567942072 2.223717883694917 1.363680108450352 2.0193392115761544 38.494945175658358 3.2723414208739987 2.9182822592556503 2.0342549578053868 2.403903506230562 1.8413964863866565 2.8888212516903868 2.764094287529586 2.6383297201246023 3.0547919906675816 1.8346081054769454 2.6226759981364012 3.7109033322194591
leaf_count=1227 34 30 36 17 28 91 16 12 56 23 53 38 37 18 34 13 21 817 36 24 26 32 18 29 25 18 26 18 16 31
internal_value=0.000101897 0.000164431 0.000133363 0.000151217 0.000120888 -0.000130746 -0.000808272 0.000142765 -0.000224555 0.000104237 -0.000940761 -0.0010574 0.000631705 0.00018897 0.00086052 0.000139699 0.000171913 5.69285e-06 0.000366755 0.000279605 -7.71124e-05 0.000461735 -0.000143394 0.00071966 0.000490187 0.000198204 0.000600094 -0.000631552 0.000272888 -5.81539e-05
internal_weight=126.321 99.5598 96.8351 95.3734 92.1413 26.7615 3.05869 91.1539 10.185 7.30223 2.44946 2.8828 4.85276 80.9689 5.53454 75.4343 73.8624 39.8586 34.0037 30.7314 10.3872 20.3442 6.07991 14.2643 11.346 8.45722 5.69312 4.23851 8.35292 5.73024
internal_count=2900 1566 1532 1496 1466 1334 107 1449 219 125 65 94 60 1230 62 1168 1150 830 320 284 94 190 68 122 98 69 44 50 68 52
is_linear=0
shrinkage=0.00192234


Tree=704
num_leaves=31
num_cat=0
split_feature=15 16 18 18 18 19 15 6 9 6 7 10 0 17 3 10 10 3 17 17 17 17 17 18 8 13 10 3 18 19
split_gain=0.118193 0.354081 0.640404 0.593247 0.705614 0.491314 0.25888 0.390001 0.330211 0.265025 0.543771 0.420587 1.08577 0.6677 0.459666 0.41562 0.896812 0.551208 0.491201 0.785681 0.972965 0.880247 0.641627 0.472001 0.40567 0.400578 0.545541 1.23952 0.587665 0.343041
threshold=44.920183738100008 22.674946976100003 13.415872650200003 13.465147564100002 13.278511569200001 14.451165964200003 42.80317728375001 16.395383075500003 199.02473417820002 16.455384477450004 23.875242364300004 64.654729579150015 87.568458224950021 197.71582798205003 92.751805500450018 62.068432857650002 62.025417527550012 93.206154924500012 195.53954078470002 190.14686213645004 187.59608338195002 186.67336014325002 184.84480138465003 12.752103815600002 9.0429429770000009 117.68187774410002 62.057679025150001 93.206154924500012 13.086509421050001 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=6 3 -3 4 -2 -5 9 -8 -9 25 11 12 13 14 -11 16 17 -16 19 20 21 22 23 -19 -13 26 27 -1 -29 -28
right_child=1 2 -4 5 -6 -7 7 8 -10 10 -12 24 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.06916691703095855 -0.075022662741284635 -0.022534373095511685 0.062083848258011866 -0.07441333147761027 0.045418280988553911 -0.011265544288801463 -0.018163125836062926 0.01156505941808789 0.052959067938571039 -0.05479559597779065 -0.059473316467636941 -0.088545500850285716 0.076540418659268972 -0.067836755454540307 -0.0547982151691132 0.028403694813152018 -0.055431324688520356 -0.001722903900145729 0.064361636555306578 -0.050706752577887003 0.046420088829451187 -0.093256957575687111 0.052674209130886711 -0.082514985246206124 0.0017372707808495306 -0.04613463673819302 0.0029705397521082441 0.021623730425600878 -0.043026737373032017 -0.016651647043480551
leaf_weight=2.0958782509551375 0.33974001542810484 1.0276041212782727 0.8818853087723254 1.2767886909423398 1.0743273038096957 1.3398872588877564 1.3375847974239139 2.7875736393034458 1.6151138627901671 0.84240104444326647 0.99600435432512213 0.59728351642843225 0.89592980593442817 0.87154769152402778 0.82592823728918929 2.3881293501472092 1.61679535685107 3.7936348886978468 0.73673081770539361 1.2732104638125754 2.7426865153538529 0.5569576818961649 1.0954021315556017 0.42688464713864949 0.47341948958637659 0.88364423252642055 53.252015537029365 1.9524676684959561 1.207468560314737 5.1882684479933223
leaf_count=22 59 36 12 38 24 29 34 34 20 10 28 11 7 17 9 41 26 234 5 17 29 9 15 38 32 10 1920 51 19 64
internal_value=0.000660295 -0.0092933 0.016546 -0.0215342 0.0164815 -0.0420781 0.00131397 0.0162847 0.0267503 0.000299526 -0.00699775 -0.0042666 -0.00163761 -0.00571686 -0.00239511 0.00046082 -0.00464555 0.00252475 0.0069805 0.00270551 0.0105988 -0.00613007 0.00299835 -0.00989462 -0.0486263 0.00257448 0.00325021 0.0257299 -0.00308038 0.0012285
internal_weight=96.3932 5.94023 1.90949 4.03074 1.41407 2.61668 90.453 5.74027 4.40269 84.7127 20.1329 19.1369 18.0662 17.1703 16.2988 15.4564 13.0682 11.4514 10.6255 9.88878 8.61557 5.87288 5.31592 4.22052 1.0707 64.5797 63.6961 5.25581 3.15994 58.4403
internal_count=2900 198 48 150 83 67 2702 88 54 2614 528 500 457 450 433 423 382 356 347 342 325 296 287 272 43 2086 2076 92 70 1984
is_linear=0
shrinkage=0.0728446


Tree=705
num_leaves=31
num_cat=0
split_feature=19 5 2 12 6 0 3 18 18 8 12 16 3 18 6 9 17 17 7 18 4 2 6 4 4 12 19 9 8 16
split_gain=0.108064 0.264775 0.182157 0.529537 0.232881 0.467936 0.697944 0.258126 0.506814 0.441925 0.328792 0.263939 0.278137 0.750694 0.661108 0.812988 0.779983 0.538179 0.598682 0.382444 0.380529 0.28063 0.544224 0.360012 0.344145 0.530006 0.2559 0.364047 0.687851 0.551325
threshold=14.651182102100002 22.504913082700003 50.734033752200013 78.909246879600019 16.585387514950003 87.568458224950021 93.394346993650018 12.868666868750003 12.903279561150002 8.3434888241000014 142.22287473150004 22.714946882600003 93.58791597905001 13.057710350500001 16.395383075500003 186.67271206880002 188.07781354100004 189.27091549140002 23.124786352450005 13.138633165750003 155.77228353875003 68.519383356500015 14.515339148550002 163.60960442095003 165.01827963435002 94.472960382900013 14.551174033150001 227.14331114760003 8.543332867800002 22.794946695500006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 9 -9 10 -5 12 13 -10 19 -16 -17 -18 -19 -14 -15 22 -22 -23 -25 -26 27 28 29 -8
right_child=1 -3 3 4 5 -7 26 8 11 -11 -12 -13 14 20 15 16 17 18 -20 -21 21 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.02087757663156023 0.033049061768175382 -0.0057222800985165922 -0.063996131717954374 -0.048604090790008915 -0.090366576272526283 0.026646639659665128 -0.02155651721507227 -0.056789399827287604 0.05870733259805945 0.06321344781684668 0.018272189640372888 0.040541089337176477 -0.087188172626812818 0.042675439377417204 0.034964008991469189 -0.075797025129312301 0.050939397488424659 -0.068135122801932013 0.010363984468938695 -0.012309401322391193 0.00573895933662161 0.060186572830386378 -0.06817110064628859 -0.058377932372248205 0.067151977319806461 0.00029666950508526913 0.023125062058659204 0.068437039885612019 -0.077383285634190224 0.078994293941523477
leaf_weight=2.3588372305384828 1.9307716949842859 2.1253502189647406 0.74712565005756815 0.5348314732837024 0.77533009462058444 1.309155957540497 1.7199364389962295 0.88422755632200178 1.3149640252813686 1.0217966736527158 2.0060032247274648 0.95356165640987356 0.94761239778017425 1.2284323684871186 2.235498400463257 1.1191951118671566 0.81369948471547138 0.92216150241438333 1.4132440176326779 0.66793602750840364 1.3468917989011964 0.58591436131973651 0.99490853305906046 0.56501921452581783 0.688726530817802 61.422199090427966 0.9220937113277613 0.23871641978621472 1.0921192766982128 0.38294272124767292
leaf_count=34 24 37 23 33 13 20 216 21 23 13 62 17 35 18 36 39 12 36 34 39 38 8 14 9 14 1949 19 5 55 4
internal_value=0.00062928 0.0127334 9.10248e-05 -0.000460801 7.79619e-05 -0.0137969 -0.0241156 0.00117214 0.000262147 0.0211221 0.00419511 0.000915431 0.000419989 0.00199977 -0.0128394 -0.00206111 -0.0214528 -0.00213883 -0.0206323 -0.0562301 0.000884015 0.000101469 -0.0256616 0.00105515 0.000502374 0.001038 -0.012323 -0.0218423 -0.0285876 -0.00324581
internal_weight=95.2692 4.05612 91.2131 88.8542 88.1071 6.44029 5.13114 81.6668 78.1042 3.56263 2.54083 77.22 76.2664 68.1471 8.11935 6.5038 4.2683 3.14911 2.33541 1.61555 66.8321 65.6037 2.3418 63.2619 62.6759 62.1109 4.35581 3.43371 3.195 2.10288
internal_count=2900 61 2839 2805 2782 332 312 2450 2342 108 95 2321 2304 2073 231 157 121 82 70 74 2050 2032 52 1980 1972 1963 299 280 275 220
is_linear=0
shrinkage=0.0757875


Tree=706
num_leaves=31
num_cat=0
split_feature=6 6 10 6 5 16 2 19 7 18 16 6 8 17 6 7 3 0 5 19 5 15 16 6 6 16 18 15 7 13
split_gain=0.612286 0.849659 0.64323 0.382503 0.408308 0.476759 0.695783 0.484965 0.576595 0.72235 0.846069 0.695528 0.573141 0.510213 0.509006 0.423966 0.41469 0.344535 0.432281 0.449825 0.38091 0.33333 0.553715 1.22346 0.634291 0.714365 1.19949 0.376322 0.311914 0.499976
threshold=13.075305502400001 12.380289263450001 67.316303128300021 1.8100422913500003 1.6103415277500004 11.934972090850001 296.01432942755008 12.050972309250001 24.891451065550005 17.552559642400002 17.654958715000003 5.1551204485500008 7.2443465838000014 193.40041255380001 12.085282370700002 19.975862989550006 81.430708313150021 95.897301513100004 14.515626273450001 11.550931964450003 10.293758831600002 44.920183738100008 22.824946625350005 16.505385645700006 16.475384944750001 22.634947069650003 13.512826932300003 46.422062705750008 24.005763052250003 98.238948544700023
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 14 11 16 12 -9 -11 -13 17 -6 -10 -7 19 28 -21 -2 23 24 25 26 -23 -27 -19 -30
right_child=21 -3 3 4 5 7 -8 8 9 10 -12 13 -14 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0013640565540549872 0.00020141742030220527 -0.0015682821208727546 -0.0019352657938177325 0.0019795631757545487 0.0014668697236362362 0.0015625255954141556 0.00017537762928980706 -0.0019165957063236262 -0.0016913142759285196 0.00066515031907278803 0.0019526358531262518 6.243366220037433e-06 -0.0019801489369586948 0.0015338910646475773 0.0019570422347907315 -0.0019302666672313159 0.00014449822268496664 0.00081737398015539232 -0.0013245591638355641 0.00021705948469487172 0.0017062176757252465 0.00070970180179061695 0.0011693734416443444 -0.0021183919083361952 0.0011418492104772751 0.0014917332731289388 -0.0019510295105409053 -0.00037117233646696032 -0.0019720016771724151 0.00028695811725086475
leaf_weight=1.2927263436140553 93.436070847521478 1.4621798261650827 0.3516568676277555 0.38103836029768245 0.14462610334158243 0.71505057998001387 1.6758633158606242 0.40651039322256144 1.9476712630130353 0.56441487953998126 0.67567783221602429 1.70059648482129 0.60036784806288779 1.4291120339184997 0.78253212012350548 1.3346307074316426 0.56348729593446467 0.62375616747885976 0.60884457011707116 1.3099309864919635 1.1419673439813776 0.94737360576982554 0.90842794720083464 1.2038729635241905 1.2793017239309845 0.83848269283771493 1.6498147465172222 0.71239357703598216 0.66270815790630855 0.73285483382642269
leaf_count=43 1476 76 137 3 3 10 91 105 110 18 8 37 31 18 11 311 20 14 28 64 23 29 11 49 29 11 36 31 55 12
internal_value=0.000109635 -0.000182283 -7.9128e-05 1.13768e-05 4.94039e-05 7.66494e-06 -0.00065612 0.000152445 -0.000162673 -0.000622009 0.000274907 0.000402578 -0.000698325 0.00070381 0.000530333 -0.00159813 -0.00127937 0.00033768 0.000165275 0.000368145 0.000910632 0.000170658 -0.00021053 -0.000399566 -1.83041e-05 -0.000376106 -0.000980477 0.000636009 -0.000290554 -0.00078575
internal_weight=122.084 21.1082 19.646 18.3533 18.0016 17.6206 3.15512 14.4655 7.88784 4.35162 1.84046 3.53622 1.16478 3.12971 6.57764 1.47926 2.51116 5.79511 5.08006 4.47122 2.4519 100.976 7.53967 6.63124 5.42737 4.14806 2.59719 1.55088 2.01932 1.39556
internal_count=2900 1228 1152 1109 972 969 405 564 347 187 57 160 49 55 217 314 130 206 196 168 87 1672 196 185 136 107 65 42 81 67
is_linear=0
shrinkage=0.00188464


Tree=707
num_leaves=31
num_cat=0
split_feature=6 6 0 5 0 3 8 18 14 2 7 5 5 3 6 5 7 3 10 5 13 9 7 0 5 5 9 9 8 0
split_gain=0.12014 0.581212 0.291482 0.375106 0.426077 0.579179 0.494425 0.717819 0.63327 1.20697 0.796167 0.583997 0.428748 1.09926 0.46923 0.636983 1.11491 0.719964 0.646994 0.456191 0.449036 0.806125 0.483897 0.29027 0.317386 0.480057 1.10083 0.683012 0.584336 0.813522
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.579584939650001 94.047642319350018 85.80214123330002 7.943800736700001 14.117867417450002 216.12004062900004 127.00089009170001 24.292705381350004 18.895511665650005 17.671168838450004 86.493074972800017 14.815346158200002 19.385335982600001 23.302979953550004 89.227236891450005 66.697957758300021 20.485565917300004 113.85351336640001 215.80505313260002 19.152455927400002 89.738043936200015 20.206488238950005 21.197160116700001 197.19111486365003 190.24759545780003 8.543332867800002 86.280686780500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -6 -8 10 -10 -9 -11 -7 -14 19 16 -16 18 -17 -15 21 22 -19 24 -22 26 27 -26 29 -27
right_child=1 2 -4 4 6 12 7 8 9 11 -12 -13 13 14 15 17 -18 20 -20 -21 23 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.004806950068978336 0.041915890530228414 0.029660944543979197 -0.035748203602181013 0.039127423999123112 0.028346817807620352 0.037556513232007274 0.031487191498092565 -0.0097213172267281833 0.0802039699419652 -0.0081491488007639969 -0.084537919236172529 -0.08299366978383596 -0.061403186996459518 0.076361217598830688 0.021523584314648552 0.049574869664470292 -0.067108084956390937 -0.0033546363612426424 -0.0064825791398989896 0.0072742838063013845 0.024824873387483282 0.074139183525323338 -0.087865960084803171 0.033775518994898779 -0.020403054046075661 -0.0040567132212025016 -0.052229638311345222 0.037498271484386371 -0.011364476844146702 0.02336708956274812
leaf_weight=17.630611975921056 1.8752814792096604 2.4146466148085883 1.1366803818382312 2.2186118678655466 1.2275458074873293 1.6768569312989701 1.151019958197139 1.2641200064681473 0.65079514682292972 1.8469547801651063 1.8730817122850565 0.7897520637634442 1.49790714890696 0.86050141742452924 1.2614492191933089 3.0474249720573416 1.8688410259783266 0.56963108817762875 1.7030772189609704 1.2351288974459746 2.5986666718963525 0.2981482535105896 0.97466084038387635 1.4033088646829117 2.4640498161315909 12.18055210289822 3.0038050408475101 1.9260746352374551 11.287947237848128 10.855489286594091
leaf_count=1334 34 30 36 33 31 14 19 23 3 39 55 65 23 9 19 35 28 44 26 34 30 8 99 13 31 382 38 21 238 106
internal_value=0.000618329 0.00185794 0.000860157 0.00142134 0.000470785 0.0025705 -0.0145395 -0.0214887 -0.0309796 -0.00863853 -0.0543909 -0.0305667 0.00123463 0.000202952 0.00180675 0.000527825 -0.0313912 0.00243779 0.029478 0.0356426 -0.000262974 -0.0355213 -0.0566929 0.00115788 0.000125028 -0.00141356 -0.0182497 0.00499993 0.00221322 0.00886646
internal_weight=94.7926 77.162 75.2867 74.15 71.7354 62.9321 8.80327 7.57572 6.4247 3.2875 3.1372 2.63671 60.7135 59.0367 57.5388 55.4431 3.13029 52.3128 4.7505 2.09563 47.5623 1.84244 1.54429 45.7199 44.3166 41.7179 7.39393 4.39012 34.324 23.036
internal_count=2900 1566 1532 1496 1466 1231 235 204 185 107 78 104 1198 1184 1161 1118 47 1071 61 43 1010 151 143 859 846 816 90 52 726 488
is_linear=0
shrinkage=0.0728446


Tree=708
num_leaves=31
num_cat=0
split_feature=15 5 0 17 7 10 16 17 13 0 13 13 13 10 12 0 0 2 14 6 7 17 18 16 15 12 18 13 8 15
split_gain=0.114278 0.577168 0.409922 0.540415 0.57706 0.665701 0.207742 0.581882 0.964209 0.67578 0.362562 0.787797 0.717624 0.690751 0.685592 0.765177 0.92141 0.748581 0.517323 0.356013 0.296807 0.321429 0.478689 0.253806 0.248227 0.230059 0.849293 0.486503 0.65729 0.479714
threshold=46.074827201850006 24.375372008600007 86.692020874450009 200.07083195085002 23.282607548150004 57.729261435100007 22.624947093000003 199.01194954300004 117.50443950750001 86.530713386650021 117.38883580790001 117.30011668960002 117.47217800995001 62.106071271500007 116.69318432075001 86.103248543850015 86.232294534150014 181.83510701155004 185.55247316590001 15.710367070250003 23.220446641850003 187.45953903175004 13.101381023200002 22.744946812400002 42.385947950200006 322.29449443480007 14.597307883300003 115.63864956495001 5.445750190600001 39.283112803100003
decision_type=2 2 2 2 2 2 2 2 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 -3 10 8 -8 20 11 24 -12 14 -14 18 -17 -18 -16 -9 21 23 -23 -10 25 29 -27 28 -28 -1
right_child=1 2 -4 -5 -6 -7 7 19 9 -11 12 -13 13 -15 15 16 17 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012877406260850786 -0.074579987665293709 0.079348385140958544 0.065156914456308987 -0.0863382655607427 0.037782982944300887 -0.084897428121121901 -0.054547137873275142 0.014503143042756263 -0.025276557671162096 0.050804881190493131 -0.047565546231093409 0.057964896200600628 0.030395675523314319 0.04448415161031806 0.015056268037830887 0.035830452656224553 -0.065341400779782413 -0.00088345119945177004 -0.087748494061273344 0.067413533117959792 -0.031835602614864143 0.040472352824642656 -0.0048647741514998705 0.011021737941140487 -0.037572098477740845 -0.092518145131012655 0.017377479287115503 0.079170431437446384 -0.070369184228531736 0.046495793433922489
leaf_weight=49.758179173892131 0.72494461480528061 0.19420856609940651 0.51314316922798742 0.46104115381604049 1.3063203741330651 0.61266633904597256 1.5939179193228508 1.6197064425796264 2.5082541669253242 1.975322639569639 2.7057699312572359 1.4665845552226517 1.9499350578989822 1.5608284214977164 0.37129468339844418 1.964088639244437 1.8479122500866649 2.5797033826820552 1.378383085466339 1.4316418129019437 1.3745558136142779 2.9280401701107621 2.6523271682672203 2.1275453506968915 1.0014577257825283 0.7234620829331101 1.5171614743157995 0.4115951433777808 0.76857383004244173 1.4433266078558507
leaf_count=1901 21 3 7 16 29 78 22 22 38 21 30 17 31 15 8 20 22 30 78 27 28 34 39 43 28 53 129 7 76 27
internal_value=0.000600319 -0.0125079 0.00206724 -0.0105089 0.00603495 -0.0453647 0.00115768 0.00852802 0.00232873 0.00901126 -0.000720932 0.00204065 -0.0117016 -0.00337355 -0.0107757 -0.0206366 -0.00823724 -0.0277857 -0.0659326 0.0393278 0.00188867 0.00642618 0.0189238 -0.00861788 0.000566138 0.00126537 -0.0181439 0.00180426 -0.0121272 0.00256212
internal_weight=93.4719 3.81232 3.08738 2.57424 2.1132 0.806875 89.6596 18.2113 15.16 13.566 71.4483 57.0903 14.3579 11.6521 10.0913 8.14138 6.3917 4.42762 1.74968 3.05135 11.5907 10.2162 5.58037 4.6358 55.6238 54.6223 3.42079 2.69733 2.28574 51.2015
internal_count=2900 154 133 126 110 81 2746 274 225 203 2472 2238 234 204 189 158 72 52 86 49 182 154 73 81 2221 2193 265 212 205 1928
is_linear=0
shrinkage=0.0773033


Tree=709
num_leaves=31
num_cat=0
split_feature=9 4 12 12 9 6 18 2 14 17 2 17 3 10 10 15 16 18 15 9 18 2 3 18 2 18 18 18 18 0
split_gain=0.11554 0.49527 0.674989 0.526915 0.41175 0.752811 0.704113 0.355844 0.506413 0.297458 0.249522 0.339281 0.175137 0.481076 0.368757 0.157025 0.84348 1.02509 0.592769 0.578979 0.718243 0.50119 0.543276 0.580365 0.5498 0.491456 0.845297 0.787451 0.867939 0.486142
threshold=214.22994816675003 190.68865001715002 186.295507759 190.49103260480004 210.97856947250003 14.925348728400001 16.366336611050006 195.12355368615002 462.66931228825007 199.88268747760003 357.36576196840008 207.18249964335004 82.081315180750025 78.962703749400006 64.434276012450013 28.566186095050004 18.684956306450005 14.025183600500002 27.008040895250005 196.26893085885004 13.765997214800002 187.03662689815005 82.979260196300018 13.740383930250003 174.79146691255002 14.371157440600003 14.234745508550002 14.504139642200002 14.752187928300001 96.811377277450006
decision_type=2 2 2 2 2 2 2 2 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 10 6 -6 -5 12 -7 15 -12 13 -9 -14 18 17 -17 21 20 -20 22 24 -24 29 26 -18 -27 -29 -1
right_child=1 2 3 7 5 9 -8 8 -10 -11 11 -13 14 -15 -16 16 25 -19 19 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.086641060213480003 -0.04357849908523867 0.058971006832014679 -0.10530174240940089 0.042169274606402837 -0.099161518233703977 0.039322843616476734 0.02414159793207131 0.040959641920136965 0.08037231370120819 -0.027212264674539119 -0.078591865236859598 0.040813156443490997 -0.0056232883072296078 -0.067560047494098496 -0.087234236152855513 0.013243000255519643 0.00049920992039134769 -0.10132242620233597 0.045035533537466886 0.059563205534011628 -0.071378628690822662 0.016888723449920765 -0.018075103838437821 -0.10019473564980266 -0.093560370152877839 0.067185508600661276 -0.067253261109097989 -0.06895497662187372 0.030536488498571691 0.00024440390918824224
leaf_weight=0.54943418689072476 1.1839074466697628 2.2694746582310454 0.34068685397505749 1.7036903538100885 1.4475739852059621 1.1416493006399835 0.48836279638271651 0.95037009648513116 0.460788224445423 0.98859260231256474 0.66384045398444769 0.26156590203754604 1.1289399913512168 0.48723965543467784 0.71181262352911279 1.0893256674899015 42.965354489388119 1.4167149428103583 0.96410068797558668 2.9633475511800498 0.73759271757444367 8.9195806751376931 2.4017353268427537 0.94581736736290611 0.46242442979564735 2.2177855786867431 1.5027517513371993 1.0258406561333688 2.1205428096000105 7.8587039702033508
leaf_count=5 39 71 10 56 48 26 28 32 17 19 61 18 30 55 31 27 642 80 35 41 22 576 227 89 55 34 26 34 46 420
internal_value=0.000626114 0.0100477 0.0179315 0.00182746 -0.00042072 -0.0279778 -0.0680569 0.00853306 -0.0067928 0.00844554 0.000996467 -0.0448421 -0.0190442 0.00417977 -0.037182 0.00153932 -0.00125558 -0.0515231 0.00720851 0.0358575 -0.00542375 0.000885738 -0.0107969 -0.0412772 0.000705666 0.00127235 -0.00179041 0.0266621 -0.00190151 0.00589004
internal_weight=92.3695 9.23691 8.053 5.78353 83.1326 4.06618 1.93594 5.44284 3.73915 2.13024 79.0665 0.925406 3.27836 1.43761 1.84075 78.1411 52.3383 2.50604 25.8027 4.66504 1.70169 21.1377 12.2181 3.34755 8.87056 49.8323 44.4681 5.36417 3.14638 8.40814
internal_count=2900 341 302 231 2559 121 76 221 165 45 2438 79 148 87 61 2359 889 107 1470 98 57 1372 796 316 480 782 668 114 80 425
is_linear=0
shrinkage=0.0887971


Tree=710
num_leaves=31
num_cat=0
split_feature=13 16 3 13 5 13 3 16 16 15 6 13 8 15 18 17 13 5 6 6 14 9 18 18 6 2 2 0 10 9
split_gain=0.407808 2.76225 1.89101 0.898303 0.803179 0.628345 1.53671 1.14482 1.19074 0.917883 0.91712 1.32178 0.990634 0.836957 0.761019 0.784243 0.715643 1.07198 0.720451 0.85191 0.809348 0.64199 0.558054 0.787157 0.516878 0.464036 0.86758 0.667817 0.765665 0.9869
threshold=112.82921081865001 19.974953289850003 89.227236891450005 113.92610173585001 19.500380888400006 109.72404167800001 86.130133125200004 19.214955067100004 18.684956306450005 29.049007317550004 14.775345223550003 107.97116697695002 7.943800736700001 27.992471162000005 14.025183600500002 200.23903127160003 105.42250866925001 26.225713454500006 14.325334709150001 14.185331438000002 170.27070910270004 213.24207352880003 14.371157440600003 13.583580954200002 15.925372093750001 81.219375828750017 148.65120700310004 98.615332683000005 78.285212300550015 219.18262328155001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 24 -4 -5 7 -7 8 9 13 11 -10 -13 16 -11 -16 18 -18 19 20 -1 -17 23 -8 -2 -22 -27 -28 29 -29
right_child=2 -3 3 4 -6 6 22 -9 10 14 -12 12 -14 -15 15 21 17 -19 -20 -21 25 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.002131245884321121 0.00046680413796509402 -0.0018631298949033921 -0.0011971307858883473 0.0013741536520630216 0.00010603094267310901 0.0018352486361444347 0.00048964666803704793 -0.0015314277528758039 0.0013498147845460141 0.0012023619360354127 0.0018701784230574633 0.00076223457975798487 -0.0021661955765848616 0.0012630634515543235 -0.0023391054817366959 -0.0020544140709918756 -0.0017469650394977996 0.00070673323777520965 -0.0018459469889126102 0.0011597223473509969 0.0011294390178548481 0.001126842382249588 0.00091199468679429544 -0.0014254143834013635 0.0016962687949023496 -0.00072622402306166578 0.00069746025638907588 -0.0021177694823348945 0.00011637348267036633 0.0011400451922097157
leaf_weight=0.67913103807951358 2.0078966291621319 2.9712152937427154 1.9751403938862484 1.9820837397128332 61.516674779166351 2.5689893318340173 1.601242007192923 1.8180374172516156 2.0989103578031059 0.47194379998836611 2.2033268120139837 0.76726086065173138 1.0545271304436026 1.9571547722443927 1.638436016160995 0.40663889836287104 2.107030494487844 1.0139762294711543 0.75957132860639731 2.5950500378385177 1.4133660950319633 0.60936364985536784 1.6051758809480814 1.7026438955217598 3.8078370653092861 5.2916942916781435 6.2136811402742778 1.3548730247421179 10.154145519132724 0.48564876941964019
leaf_count=37 21 49 43 16 857 17 40 39 24 12 13 16 40 24 85 28 97 30 59 22 37 19 11 14 33 311 189 78 630 9
internal_value=0.000102146 -2.38164e-05 0.000200285 0.000105108 0.000145615 8.01366e-05 0.000606537 -7.15818e-06 5.68772e-05 -7.51748e-05 0.000857977 0.000289148 -0.000932863 1.82483e-05 -0.00109193 -0.00149984 -5.77241e-05 -0.000949789 3.8456e-05 8.9235e-05 -1.9311e-05 -0.000146405 -3.64669e-05 -0.000497272 0.00127179 3.82596e-05 -2.73673e-05 0.000175734 -9.45398e-05 -0.00125815
internal_weight=126.833 55.543 71.2896 65.4739 63.4988 52.5718 7.47805 45.0938 43.2757 37.1517 6.12403 3.9207 1.82179 34.0253 3.12638 2.65444 32.0682 3.12101 28.9472 28.1876 25.5925 1.016 4.90906 3.30389 5.81573 24.9134 23.5 18.2083 11.9947 1.84052
internal_count=2900 1930 970 916 873 1881 82 1799 1760 1667 93 80 56 1523 144 132 1499 127 1372 1313 1291 47 65 54 54 1254 1217 906 717 87
is_linear=0
shrinkage=0.00196078


Tree=711
num_leaves=31
num_cat=0
split_feature=19 3 18 17 7 10 16 2 0 0 10 8 16 13 0 17 10 15 17 6 6 0 2 16 8 9 17 9 18 19
split_gain=0.11033 0.259827 0.549477 0.158483 0.751676 0.679514 0.588157 0.437795 0.410888 1.13252 0.672457 0.704264 0.652687 0.858977 0.669325 0.852725 0.404435 0.371096 0.36047 0.629687 1.12341 0.879326 0.349422 0.324898 0.488033 0.301068 0.779463 0.552076 0.51804 0.409241
threshold=14.651182102100002 92.913112988300014 13.434779691800001 201.37020668845003 23.903127120600004 61.960894532450006 22.644947046300004 325.75432260090003 89.738043936200015 91.144107538500023 68.579878449600017 8.543332867800002 18.684956306450005 103.58091484995002 100.53758024625002 234.67375690460003 74.986474174450009 30.505324983850006 198.29010168345002 14.905348261050003 16.375382608200002 96.588235252600015 309.73785348360008 17.654958715000003 7.1444245619500011 205.07255049940002 197.84582410835003 201.2906445504 13.415872650200003 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=3 -2 -3 7 17 -6 8 18 -7 -10 -11 12 13 14 -12 -16 -9 -5 22 21 -21 -20 25 24 -17 26 27 -1 -29 -27
right_child=1 2 -4 4 5 6 -8 16 9 10 11 -13 -14 -15 15 23 -18 -19 19 20 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-3.3523475605547835e-05 0.041481983119965357 0.030317190648050163 -0.040149768433245539 -0.0058987020276257268 -0.094658158013304614 -0.031680144250550754 0.062493841962143984 -0.078607618091049825 0.066513650195232588 -0.062600703996163604 0.040099320895005931 -0.086980336581629347 0.035808980527373663 -0.07377411699690968 -0.065856350749320586 0.036237977807263164 0.0032223818252060605 -0.074656033358381599 -0.065000920847452154 0.054228808445789353 -0.015270543696591416 0.02107222432208181 0.04902473684688511 0.070484999207377705 -0.079756715400849776 -0.023373971558750234 -0.06916425480093312 -0.026148508985341441 0.033677784346127289 0.018063509007525191
leaf_weight=43.250169434559211 1.3013758808374398 1.5069128971081229 1.1783414361998437 0.7233318189610175 0.44707859680056472 2.3039587050443489 0.90413711592555124 0.77327350179621024 1.5103842094540585 1.0894875791855145 1.9280533975688703 0.50628774060169313 3.0218057243619114 0.99807902023894701 1.2644922987237808 0.59410376549931221 0.67684718378586695 1.3344777347519992 1.161549955613735 4.1166439820080996 2.0982841777149588 1.82154071322293 0.86717057812347675 0.5127069316804409 0.34126203195773996 6.3846378539656126 0.90779906255192955 1.0282751970516972 5.4443496503008646 1.8331940787611527
leaf_count=1370 13 27 21 33 7 35 19 63 24 27 56 24 51 78 239 35 57 23 39 38 29 75 38 9 48 236 21 22 97 46
internal_value=0.000555827 0.0131336 -0.000605071 -1.49957e-05 -0.00660282 -0.000747089 0.00205667 0.00162154 -0.00182685 0.00401855 -0.00518475 0.00163922 0.00681987 -0.00871554 0.00527691 -0.0194744 -0.0404133 -0.0504874 0.00250606 0.0167515 0.0307644 -0.0124428 0.000311828 0.0210275 -0.00608192 -0.000405989 0.0018216 0.0031176 0.0241735 -0.0141303
internal_weight=91.83 3.98663 2.68525 87.8434 17.4796 15.4218 14.9748 70.3637 14.0706 11.7667 10.2563 9.16679 8.6605 5.6387 4.64062 2.71257 1.45012 2.05781 68.9136 9.19802 6.21493 2.98309 59.7156 1.44807 0.935366 58.8484 50.6306 49.7228 6.47262 8.21783
internal_count=2900 61 48 2839 708 652 645 2131 626 591 567 540 516 465 387 331 120 56 2011 181 67 114 1830 92 83 1792 1510 1489 119 282
is_linear=0
shrinkage=0.0773033


Tree=712
num_leaves=31
num_cat=0
split_feature=16 7 7 12 8 8 0 8 10 3 16 17 9 14 4 0 9 2 15 6 19 6 0 13 13 14 6 2 10 10
split_gain=0.131339 0.0956484 0.395157 0.544089 0.301053 0.361084 0.359368 0.280881 0.276475 0.25103 0.57022 0.2406 0.23659 0.537041 0.53062 0.563732 0.464865 0.624515 0.464023 0.366697 0.354553 0.301999 0.284486 0.349317 0.274398 0.223295 0.385553 0.919746 0.537074 0.864632
threshold=5.1699879103500015 20.778835947700006 21.725272673150005 219.23896387120001 9.5425530862500008 9.0429429770000009 86.950112854950021 8.4434108459500017 72.953999827850012 94.92945658615001 22.764946765650006 187.07782946595003 214.22994816675003 190.88085073635003 301.91036987065007 91.821598987350015 210.97856947250003 232.04188149755001 24.673905035600004 14.185331438000002 12.250988447150002 13.825323026450002 98.851916998450022 97.22808828765001 100.55371099505001 202.65261526855002 16.515385879350003 176.58278076550002 62.057679025150001 62.106071271500007
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 9 -7 -3 -5 10 12 -2 16 -14 18 -16 25 19 20 -18 22 24 -15 -24 -17 -4 28 -28 -27 -30
right_child=1 2 4 8 -6 6 -8 -9 -10 -11 -12 -13 13 14 15 21 17 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.07609053720501964 0.0057201502448157278 -0.082395085535615462 0.0066018837965524917 -0.025631351633185633 0.038289308761217659 -0.079731603877605237 -0.0036952279513370215 -0.023831372635405343 0.058338304997120255 -0.041593770612787274 0.053755218024983661 0.065582706873177327 -0.082841725504038732 0.078976836706357703 0.041708491393371586 -0.076097928472811327 -0.0787579482595194 0.031156476786142723 0.057756196102965958 -0.021796570308715221 -0.068416464840496335 -0.080388974761517587 0.054467084693534437 -0.078053364778082182 0.0076467142954883688 0.014537810374707846 0.0016896862973823585 -0.071004850785847423 -0.056092771928152554 -0.0020065313593853147
leaf_weight=0.12348181273045966 5.326602213316618 0.84985272512494636 23.568040689438931 0.39713631574704766 1.1707475766306732 0.61303212889470049 0.77948749274946749 0.96609422475739848 0.47585721360519528 0.75673792898305592 1.1322040800005186 0.39838679297099577 0.29831523768370871 0.32108512520790122 0.90746452100575004 0.27871905094070804 1.0563474182563366 0.76941076748335024 2.289042507763952 1.5242390670173334 0.31041730841388926 0.48444369989738323 0.21559045560570667 0.22381061408668756 0.95996950555127114 10.294179232034365 2.7525570610305286 1.4761495249476864 1.7320487192337193 28.17726203679922
leaf_count=92 382 68 401 36 23 34 18 28 10 26 14 9 14 2 16 57 42 20 41 36 29 25 28 12 35 174 33 51 41 1103
internal_value=0.000486136 0.000590614 -3.70676e-05 -0.0280651 0.000881005 0.000339787 -0.0371689 -0.0512389 0.0201394 0.000996556 0.00140571 0.00988583 0.000642304 0.0144578 0.0193031 -0.00568855 -0.000575405 -0.0275961 0.0388698 -0.0451134 -0.00149963 -0.0306496 0.0258147 -0.0130327 -0.0111968 0.000755755 -0.00234519 -0.0236864 -0.000100468 -0.00513867
internal_weight=90.6287 90.5052 84.7802 2.68894 82.0913 80.9206 1.39252 1.81595 0.872994 79.528 78.7713 5.72499 77.6391 6.28886 5.99054 2.6306 71.3502 3.35 3.35995 2.58059 1.0709 1.72313 0.760486 0.439401 1.23869 68.0002 44.4322 4.22871 40.2035 29.9093
internal_count=2900 2808 2417 142 2275 2252 52 96 46 2200 2174 391 2160 259 245 133 1901 98 112 78 71 117 42 40 92 1803 1402 84 1318 1144
is_linear=0
shrinkage=0.0743015


Tree=713
num_leaves=31
num_cat=0
split_feature=12 19 13 0 2 12 5 3 2 5 9 17 0 7 15 15 18 15 13 5 8 6 8 17 6 16 5 6 18 0
split_gain=0.100034 0.619002 0.945848 0.45878 0.406539 0.404875 0.315802 0.611524 0.312508 0.323886 0.275954 0.27143 0.574757 0.682896 0.309955 0.392168 0.265772 0.258914 0.262406 0.250235 0.256079 0.240172 0.308643 0.218857 0.476567 0.740077 0.632108 0.777471 0.482295 1.45494
threshold=286.25174907180002 14.351157895250003 116.55003687120002 86.692020874450009 279.29267393065004 281.66997808940005 19.998562110200005 73.962171626800014 323.30468295165002 21.893521430150003 224.73355223045004 208.12573104970002 96.249489528150022 24.355397875400005 23.900317844600004 20.609775022200004 17.454031341500002 46.810838056050009 117.72489307420001 9.7886620791500025 1.3489472949000001 8.1951914793500027 7.4441906275000003 193.73902333365001 16.455384477450004 22.604947139800004 22.120912517600004 16.565387047600002 13.788608055100001 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 4 -3 -2 11 7 16 -8 -10 -9 17 13 -13 15 21 -6 23 -19 20 -18 -14 -23 -1 25 28 27 -26 -25 -30
right_child=1 3 -4 -5 6 -7 8 10 9 -11 -12 12 14 -15 -16 -17 19 18 -20 -21 -22 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.0011328060594414792 -0.072409345290446805 -0.017512711646727436 -0.082045597072108442 0.049367191641208022 0.053790373482507259 0.063146647574433598 0.059137291851385512 -0.076029214942629181 0.040290516258342741 -0.061281440610454957 0.023344242329867478 0.0071441956056426028 -0.081834443297625389 -0.099955065749054606 0.033204028740409362 -0.082777409653148212 -0.081124620453136564 -0.08553374727765585 0.0016874065227685531 -0.084313110114540901 0.041410850736775147 0.069980059340446057 -0.021854958662303622 0.039150837177467493 -0.070657915998699514 0.054130162440924043 0.011431487636377942 0.011288839458787298 -0.078532268953084003 0.0096919386659053558
leaf_weight=43.871515297252699 0.52812794104829475 1.0692296454217287 1.3154833203006999 1.7482083267241249 0.72819720709230773 0.68062350021500506 0.97712121305084998 0.98856632158276603 0.42415674828225747 0.38958265708151885 0.22120137198362499 0.64328451361507066 0.1731350321788343 0.9595286178519018 1.2512944922782478 0.46133583481423546 0.14233522804715903 0.43759275429329036 0.45520975068211555 0.228701408195775 0.49042495959292864 0.4452570965513587 0.50543608087173197 2.8229606735985824 1.8625952294096344 2.5411582783854092 3.7092511082300916 1.2524610457476226 1.3012375683247253 17.078639499115525
leaf_count=1381 49 35 46 36 29 22 35 103 14 33 9 14 73 38 42 46 71 60 10 29 39 12 40 25 33 37 52 19 17 451
internal_value=0.000468387 -0.00745179 -0.0212186 0.023986 -0.00558541 0.00137914 0.00210291 -0.0147697 0.0284777 -0.00833767 -0.0578592 0.000852131 -0.0184737 -0.0569711 0.00328024 -0.020341 0.0180224 0.00199098 -0.0410626 -0.0122124 0.0138473 0.00528944 0.021156 0.00250735 0.00773169 0.0131153 -0.0109998 -0.0377098 0.00819972 0.00344594
internal_weight=89.7039 9.25134 6.4339 2.81744 5.11842 80.4525 4.59029 2.79943 1.79086 0.813739 1.20977 79.7719 4.43927 1.60281 2.83646 1.58516 1.58966 75.3326 0.892803 0.861462 0.63276 1.12383 0.950693 74.4398 30.5683 23.744 6.82431 3.11506 21.2028 18.3799
internal_count=2900 528 457 71 411 2372 362 280 82 47 112 2350 265 52 213 171 168 2085 70 139 110 125 52 2015 634 530 104 52 493 468
is_linear=0
shrinkage=0.0804263


Tree=714
num_leaves=31
num_cat=0
split_feature=6 6 16 13 0 9 9 0 17 0 5 5 7 7 9 9 2 0 5 16 8 13 6 12 4 6 18 16 0 2
split_gain=0.548402 0.922656 0.45884 0.761724 0.608292 0.959977 0.981733 0.811486 1.5759 0.719548 1.15628 0.927255 0.690743 0.65883 0.595277 0.613949 0.455223 0.421735 0.640477 0.637012 0.566629 0.556329 0.918928 1.00513 0.904606 0.655111 0.654101 0.693207 0.571846 0.468596
threshold=13.665319288000001 13.775321858200002 14.524966034300002 103.02440401690002 93.972365491700018 206.50942114985003 214.22994816675003 94.964406541850011 192.15389660515004 93.262612545250008 18.152162791050003 18.092020786850004 24.673428656250003 24.071745547300001 66.750324551100007 219.79476616820003 148.65120700310004 86.530713386650021 20.206488238950005 22.614947116400003 8.4434108459500017 117.38883580790001 15.785368822600002 131.64402048350004 169.46043282405003 16.435384010100005 13.713893333650001 20.784951395750003 91.144107538500023 56.184788788300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 14 -4 9 7 -7 8 -6 10 -5 -11 13 -9 -3 -16 -8 18 -12 21 -21 22 23 -19 -24 -23 -26 -28 -25 -20
right_child=1 2 3 4 5 6 16 12 -10 11 17 -13 -14 -15 15 -17 -18 19 29 20 -22 25 24 28 26 -27 27 -29 -30 -31
leaf_value=-0.00013159226982081127 0.0013254632607024551 0.0013930200142745349 0.0018116727084391089 -0.0014613427286282836 0.00089024625841941675 -0.0022116230504481524 0.00097081992232104489 0.00056374172426615441 -0.0021647840414760985 0.0016462984614873193 0.0013932817784167431 -5.9582761826673794e-05 0.0011389961896961179 -0.0011397834451278386 -0.0022065468612239383 0.00084016219194992523 -0.0011510623591204712 0.00087052993792897438 0.0010592958194544299 0.0014137859099065332 0.00033644478195409607 0.00021314242333392679 -0.00028857232330568665 -0.0012123372184167308 0.0018991187988618508 -0.0012420845398639631 0.001484913977108191 0.00013603055590235796 0.00010082907305465189 -4.1170923450699061e-05
leaf_weight=26.66312872828712 2.6622041668742886 0.35950684640556474 1.07805592752993 1.6334678446874011 1.1440449249930664 1.6707930344564368 0.80984430015087105 2.1265649180859332 1.5007401676848529 2.9427690785378209 1.3362439796328534 2.0987975103780627 2.9905964583158493 1.4805160945979876 1.0171575222047975 0.33905401441734273 0.74754415269126184 2.5088757034391262 1.5592334214597929 3.7344090677797785 3.7735842112451792 2.9838313329964867 2.5535498224198809 2.9312423784285784 2.4412302840501052 1.9776555607095359 2.5051035401411355 3.5272248163819313 2.2564130267128348 32.409338487144851
leaf_count=1334 34 6 13 19 14 73 12 25 57 26 12 31 33 27 75 9 32 22 18 38 37 23 26 24 20 30 28 39 22 741
internal_value=0.000115738 0.000188127 0.00015389 0.000173756 0.000153138 -0.000247146 -0.00116766 7.43684e-05 -0.000843281 0.000221358 0.000168465 0.000936142 0.000442223 -0.000135465 -0.000850224 -0.00144487 -4.76804e-05 0.0002085 6.17233e-05 0.000374625 0.000872305 0.000216864 0.000371556 -0.00014839 0.000734461 -0.000366913 0.00104276 0.000696194 -0.000641165 9.34296e-06
internal_weight=117.763 91.0996 88.4374 86.7217 85.6436 12.4706 3.22818 9.24246 2.64479 73.173 68.1314 5.04157 6.59768 3.60708 1.71572 1.35621 1.55739 66.4979 35.3048 31.1931 7.50799 23.6851 18.7236 7.69653 11.0271 4.96149 8.47356 6.03233 5.18766 33.9686
internal_count=2900 1566 1532 1442 1429 273 117 156 71 1156 1099 57 85 52 90 84 44 1080 771 309 75 234 181 68 113 53 87 67 46 759
is_linear=0
shrinkage=0.00196078


Tree=715
num_leaves=31
num_cat=0
split_feature=13 13 16 19 19 0 19 2 2 10 4 6 5 5 10 16 18 9 9 3 0 3 8 3 16 13 16 19 13 0
split_gain=0.103821 0.398618 0.323224 0.448124 0.343091 0.357444 0.557789 0.447677 0.414392 0.374097 0.696129 0.74089 0.400581 0.441572 0.357563 0.346697 0.785192 0.613266 0.735418 0.592574 0.474431 0.54015 0.425129 0.406742 0.857975 0.771823 1.42618 1.81412 1.14371 0.749132
threshold=95.99139754765001 96.429616222950017 12.644970430600003 11.350915826550002 11.850956171350001 98.615332683000005 13.351077205700003 219.74617996645003 76.773444779000016 75.403185184700007 267.25332376775003 14.185331438000002 16.222050829800004 15.755813716700002 79.215418813700012 18.594956516900002 14.873215527100003 201.2906445504 196.98862600660001 82.979260196300018 94.614906984850009 86.896343692350015 4.9461400813500012 85.54673771085001 19.214955067100004 112.82921081865001 19.974953289850003 13.751109481500002 113.13031812925001 92.313586825200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 9 7 8 -7 15 11 12 13 -11 -9 16 17 18 20 -17 21 -6 -23 -21 29 26 27 -26 -27 -25
right_child=1 2 4 -5 5 6 -8 14 -10 10 -12 -13 -14 -15 -16 19 -18 -19 -20 23 -22 22 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.01072147923448322 0.059812730574367444 -0.08420921139514391 0.030042297296238602 0.044784638147634101 -0.10897926982747019 -0.0043882780778214869 0.023214185256254453 -0.04669220134077165 -0.084663477359272266 -0.051120260138924935 0.069922788797610505 0.065143105708343835 -0.063407314486223901 0.054899981753873041 0.058243061311028618 0.056703011093650529 -0.066364554848158397 0.030762965789694088 -0.095854595779147428 -0.025934830978037515 0.028304724637425366 -0.028176313522298962 0.081110266804074571 -0.010256609969352437 -0.070710945000880723 0.078724774998440369 -0.090915226579151132 0.043081476728005441 0.001124306658407822 0.062908864641134002
leaf_weight=5.0271326652255075 0.74331198376603325 0.62444823982514108 2.5784960197343016 0.24160362942348002 0.45104377702227694 0.57814721623435605 1.2007885820639783 0.40682537091197435 1.4826900917105374 0.44763014379714083 1.4490708721423287 0.82815572130493809 0.94232121435925353 0.58777465671300888 0.434234703425318 1.2605607323348511 1.5829077904636504 2.250400233984692 0.70998993725515891 3.4256494805449611 1.4954130416736005 1.3471141598647589 0.27770524285733689 1.3645777276469733 1.4917498111026355 1.2607948221266259 1.661315156612545 2.3087897393852472 48.004028687195387 2.6888431077823043
leaf_count=784 22 68 81 19 25 25 51 30 115 48 50 11 20 6 16 17 107 70 17 95 31 197 5 41 30 17 39 18 813 32
internal_value=0.000505858 0.00117677 0.000654063 -0.0482236 0.00116706 0.000235657 -0.0228864 -0.0419626 -0.0621431 0.00148655 0.0246554 0.00127747 -0.0254657 0.00906491 0.0074853 0.000109336 -0.0155442 -0.00322826 -0.0210954 0.00211075 -0.00623282 -0.031113 -0.00949765 0.00100447 0.00257447 -6.99617e-05 -0.028755 -0.00158319 0.00311027 0.0382778
internal_weight=89.1535 84.1264 83.3831 0.866052 82.517 79.9385 4.10269 2.9019 2.06084 75.8358 4.25495 2.80588 1.97773 1.0354 0.84106 71.5809 8.11457 6.53167 4.28127 63.4663 3.57128 2.07586 1.62482 62.2057 58.7801 54.7267 5.46185 3.80054 49.2648 4.05342
internal_count=2900 2116 2094 87 2007 1926 237 186 140 1689 135 85 74 54 46 1554 452 345 275 1102 258 227 202 1085 990 917 87 48 830 73
is_linear=0
shrinkage=0.0804263


Tree=716
num_leaves=31
num_cat=0
split_feature=19 3 18 12 12 8 9 2 9 8 9 17 15 8 8 2 2 9 4 19 6 6 3 15 14 2 4 8 16 6
split_gain=0.0975762 0.245295 0.458503 0.159257 0.314076 0.217386 0.481827 0.371035 0.43597 0.364684 0.354053 0.196913 0.563694 0.598225 0.760199 0.271884 0.394631 0.341003 0.314735 0.407177 0.428132 0.298168 0.367722 0.334489 0.244351 0.454047 0.381316 0.327312 0.328518 1.0362
threshold=14.651182102100002 92.913112988300014 13.434779691800001 72.692757749350008 78.909246879600019 8.8430989333000021 226.28914430085004 151.19096455890005 208.21354399485003 8.7431769115000026 213.79200485395003 183.58889821140002 33.551906023850009 8.4434108459500017 8.2435668022500028 68.519383356500015 86.011634045550025 66.290220196950017 208.43801132360002 13.351077205700003 15.470361462550001 13.400313096150002 86.011840967450013 15.867801003350001 202.65261526855002 108.54085696455002 198.95919911430005 8.6432548896500023 22.764946765650006 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=3 -2 -3 -1 -5 9 7 8 -7 11 -10 12 13 14 15 -6 -17 18 -18 20 21 22 23 -20 26 -26 -13 28 29 -27
right_child=1 2 -4 4 5 6 -8 -9 10 -11 -12 24 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.023674841477310596 0.045884022632946088 0.031270412974560673 -0.042367689719579792 -0.051393982056439261 -0.1040170805551818 -0.076406753337360356 0.049835360000782196 -0.097429891147391354 0.058146680862161161 0.032355821471598226 -0.027915528003493492 0.0066553562780480363 -0.059000997863680037 0.075844482674831626 -0.096290805692959697 0.066576665621523784 -0.092919222429510617 -0.026591886409400904 -0.044389844073812745 0.068617838653094662 -0.10060306394437182 0.07009720651881296 -0.089493358658003536 0.034664581856026409 -0.09968675424894681 0.0013734021797243538 0.05628810924379217 -0.033102668968398107 0.058634237444020486 -0.10701133254246539
leaf_weight=2.0777812793967305 1.242205306887626 1.4558923018630596 1.1446345555596051 0.91697116434806858 0.19187689169484112 0.7123047697823498 0.59101762334466901 0.59885970858158533 0.59995472199807387 2.6780790963675818 0.91447604926361237 16.630825563537659 1.5903509414565622 0.67719228286296207 0.69739929842762727 0.63711833760680736 0.20876959501765657 3.1359230864736674 0.56730064089060883 0.89130866667255748 0.28098028060048807 0.54255801159888495 0.31213720561936487 1.4233243193884844 0.35663461753574566 41.714918308556662 1.2621602729923314 2.2958095138892523 0.72757053747773071 0.67939567875873663
leaf_count=34 13 27 21 23 10 18 20 33 19 44 31 280 30 14 21 39 16 389 129 21 8 11 31 58 25 1433 25 50 10 17
internal_value=0.000494596 0.0140598 -0.00114176 -0.000126614 -0.000730929 -0.000156811 -0.0216474 -0.0365992 -0.0202393 0.000790589 0.00617875 -0.000339191 -0.011008 -0.00302905 -0.00903809 -0.00160948 0.000846904 -0.00484121 0.0112975 0.016713 0.00191494 0.0120388 -0.00164049 0.0121352 0.00153027 -0.00184165 0.0101564 -0.00107334 0.000631903 -0.000363532
internal_weight=87.7557 3.84273 2.60053 83.913 81.8352 80.9182 3.41661 2.8256 2.22674 77.5016 1.51443 74.8236 11.1562 9.56589 8.8887 8.1913 7.99942 7.3623 4.22638 4.01761 3.1263 2.84532 2.30276 1.99062 63.6673 45.7743 17.893 45.4177 43.1219 42.3943
internal_count=2900 61 48 2839 2805 2782 121 101 68 2661 50 2617 777 747 733 712 702 663 274 258 237 229 218 187 1840 1535 305 1510 1460 1450
is_linear=0
shrinkage=0.087056


Tree=717
num_leaves=31
num_cat=0
split_feature=12 19 13 0 2 12 5 3 9 2 5 17 5 6 16 18 19 10 17 9 9 9 16 15 16 18 6 9 9 9
split_gain=0.0933274 0.52667 0.819138 0.383642 0.364072 0.341268 0.245091 0.539404 0.264419 0.258943 0.259765 0.24023 0.523303 0.326872 0.375715 0.653699 0.307288 0.235333 0.21552 0.223132 0.670213 0.249694 0.183396 0.292965 0.348015 0.328021 0.259302 0.48506 0.256952 0.288218
threshold=286.25174907180002 14.351157895250003 116.55003687120002 86.692020874450009 279.29267393065004 281.66997808940005 19.998562110200005 73.962171626800014 226.28914430085004 323.30468295165002 21.893521430150003 208.12573104970002 18.895511665650005 8.0101871567500016 18.764956119400004 17.327266398450003 12.851036860900001 90.740838818900016 207.35596244665001 219.38617924735004 215.80505313260002 223.24918598180003 12.024971880400001 17.512831095650004 14.479966139550003 16.255760498500003 11.630271739450002 53.944017839150007 209.18175024895001 34.331904962550006
decision_type=2 2 2 2 2 2 2 2 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 -3 -2 11 7 17 -9 -8 -11 18 13 -13 15 16 -15 -6 19 20 22 -21 28 25 26 -24 27 -25 29 -1
right_child=1 3 -4 -5 6 -7 9 8 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.011865327651755771 -0.072381152170926458 -0.01633698846708825 -0.08033271407798076 0.046643243456757799 0.034314450509178113 0.060740324146853542 0.056139591047242664 -0.076090478966898689 0.026761031174513752 0.036594358602974525 -0.058721034371998174 -0.083747608517458799 -0.061817897257185839 0.0078028859469726755 0.063230069366602026 0.045430480760093615 -0.084808047041152371 -0.046167819024742963 0.04547786179814 -0.057321523761148463 0.052224892364650756 0.0031042433661315019 0.049724117719999086 -0.08662617455503295 0.0015753359122037064 -0.027136591621027467 -0.069176155994582558 0.03311378203110632 0.058714037231060376 -0.07187438581536458
leaf_weight=0.4264278532937158 0.49478050225297732 1.0628289700980533 1.2475155759384504 1.6794029593875164 1.2133943429507783 0.64507956099987396 0.90677721768588504 0.90816671728680354 0.20645751699339598 0.4066425728960894 0.36525738059663126 0.27496106159378486 1.2873841719119807 0.3760421075858178 0.66873491927981366 0.84391322205919994 0.67196125094778836 0.30620026359974861 0.75614253897219796 0.90934463131088594 1.7567141086256004 0.93179071501981525 1.6002397394331631 0.34284847287926712 63.67550320688315 0.48750948964152474 0.81457323442737095 0.67773572955047712 0.19628172767806962 0.78724920351669425
leaf_count=105 49 35 46 36 62 22 35 104 8 14 33 87 34 16 11 50 67 106 13 39 53 37 59 50 1386 30 55 27 19 212
internal_value=0.00041746 -0.00759297 -0.0211006 0.0222335 -0.00573075 0.00131943 0.00191546 -0.0136957 -0.0570397 0.0264128 -0.00850818 0.000824737 -0.0184431 0.00124936 0.0103763 -0.00830593 -0.0515776 0.0180972 0.0019076 0.00145384 0.00218739 -0.0267403 0.000913604 0.00152437 0.000560275 0.0317764 -0.0346599 -0.00711089 -0.0283688 -0.0424523
internal_weight=86.9279 8.79742 6.05519 2.74223 4.80768 78.1304 4.3129 2.63422 1.11462 1.67868 0.7719 77.4854 4.123 2.83561 2.56065 1.89192 1.048 1.51959 73.3624 72.6062 70.7651 1.84114 69.0084 67.5984 65.5107 2.08775 1.83516 1.02058 1.40996 1.21368
internal_count=2900 528 457 71 411 2372 362 280 112 82 47 2350 265 231 144 133 83 168 2085 2072 1996 76 1943 1607 1518 89 132 77 336 317
is_linear=0
shrinkage=0.0820348


Tree=718
num_leaves=31
num_cat=0
split_feature=9 17 9 15 9 5 9 17 17 9 15 16 15 10 16 13 6 15 10 0 18 9 2 18 2 16 7 10 2 15
split_gain=0.101925 0.220191 0.168508 0.261517 0.228699 0.262543 0.205032 0.445117 0.315869 0.224458 0.526648 0.894303 0.738994 0.345307 0.593064 0.606947 0.421206 0.309184 0.694983 0.299333 0.220132 0.160736 0.251269 0.314143 0.249259 0.265408 0.39857 0.237294 0.199922 0.198981
threshold=231.85949239145003 239.21206428850002 223.24918598180003 35.194695975650014 220.28141982375004 26.429611911700004 215.80505313260002 203.35246479535002 196.65693750130004 207.37918994975004 34.761639995350009 22.604947139800004 33.755638987250002 67.171126389250006 19.099955336000004 109.44175357430002 13.775321858200002 23.304416445750004 80.909147435850016 97.32487278035002 15.606027545000002 206.65653280825003 325.75432260090003 14.117867417450002 308.2991537635001 11.934972090850001 27.894561215200003 90.740838818900016 335.91826356435007 17.382777826050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 9 8 -8 21 12 -12 13 -11 15 16 17 18 -15 -18 -9 22 24 -24 25 26 -1 -28 -25 -27
right_child=1 -3 3 -5 5 -7 7 20 -10 10 11 -13 -14 14 -16 -17 19 -19 -20 -21 -22 -23 23 28 -26 29 27 -29 -30 -31
leaf_value=-0.065364897710322764 -0.062981616545962071 0.030528299913344641 -0.005412217782619533 0.055139094971577575 -0.066895565907653581 0.013533542434984657 0.0063138520728065559 -0.045620498819022498 0.077604878114839973 0.030512010201539399 -0.08171035461395236 0.0031688813239391061 0.081128469137126916 -0.088097289305795412 -0.091600070935687922 0.083942509531831466 -0.020031711212013588 0.043364697923923799 0.045767616056405017 -0.093250518223557691 0.024853073970157322 0.033010493196004929 -0.088654969262062316 -0.061856651560835862 0.038799057603989981 0.025919468228235872 0.050541400755427117 -0.080825088590562519 0.012373419156172145 0.0009558788638600324
leaf_weight=0.91118211788670922 0.46076839379384082 0.25195162309682928 0.92916945344040758 0.91639720142120495 0.68674408914375706 0.42498723929747939 0.67839490190635776 0.68333324603736378 0.98672696377616376 1.1945508782519008 1.5689021536891234 1.6446031734813003 0.67707153130322684 0.51183676649816401 0.61353630851954211 0.42712721228599537 0.89677659558947176 0.85314547247253347 0.49200761026440887 0.60469809174537659 0.49393570295069367 1.0244420506060112 0.43793846995413233 0.32751742767140946 1.149204754969104 2.1356436308124094 0.41548608921584673 0.11316984548102482 0.82805239062872715 62.750808624772617
leaf_count=253 30 25 53 24 49 6 41 19 17 36 56 31 9 29 15 4 39 35 48 17 33 33 47 33 72 102 21 133 83 1507
internal_value=0.000363094 -0.0299252 0.000615937 0.0246539 8.48374e-05 -0.0361495 0.000573588 0.0217985 0.0485599 -0.000184533 -0.0117965 -0.038271 0.00177055 -0.00783511 -0.018248 -0.00635971 -0.0178443 0.00776686 -0.022487 -0.0495196 -0.0160526 0.00138667 0.000917622 -0.0306485 0.00166309 0.00101965 -0.0331336 0.0224197 -0.00866524 0.00177752
internal_weight=86.0901 0.71272 85.3774 1.84557 83.5318 1.11173 82.4201 2.84239 1.66512 79.5777 9.48426 3.21351 6.27075 5.59368 4.39913 3.78559 3.35846 1.85699 1.00384 1.50147 1.17727 70.0934 69.069 1.59351 67.4755 66.3263 1.43984 0.528656 1.15557 64.8865
internal_count=2900 55 2845 77 2768 55 2713 110 58 2603 319 87 232 223 187 172 168 112 77 56 52 2284 2251 163 2088 2016 407 154 116 1609
is_linear=0
shrinkage=0.0804263


Tree=719
num_leaves=31
num_cat=0
split_feature=9 13 3 16 18 13 9 19 12 4 5 5 7 6 3 6 7 17 4 9 7 9 18 10 7 0 18 17 17 6
split_gain=0.0954099 0.269706 0.360523 0.192357 0.44297 0.148001 0.130031 0.451058 0.540682 0.562082 0.529212 0.676184 0.64597 0.494345 0.441358 0.422139 0.336391 1.0926 1.01332 0.962429 0.80997 0.799772 0.726006 1.31733 0.854069 0.846449 0.450394 0.3649 0.653427 0.645889
threshold=37.256168974800005 96.209162656250015 66.676450093250011 8.2099808015000022 16.118666550000004 92.138837046750012 188.53841931785004 14.451165964200003 152.88762959770003 241.84804450315002 20.102686929350003 22.204885925350002 22.398098708400003 15.265356672600001 108.42013948475001 16.685389851450001 23.124786352450005 191.06791329340004 162.32075757215003 195.29234479735001 23.147601011700004 190.24759545780003 13.24392582145 65.630639880500027 22.832271203950004 86.001087134900004 13.340835220050002 183.95506935190005 177.48499193625003 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 -1 -4 5 -5 7 8 10 -10 13 -12 15 -2 -11 -13 17 22 -19 26 -18 -22 23 24 25 27 -20 28 -8 -29
right_child=6 -3 3 4 -6 -7 16 -9 9 14 11 12 -14 -15 -16 -17 20 18 19 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.086531711788199753 -0.0069792664010305929 -0.088662705605182218 0.08490446353314654 -0.015456918121719281 -0.075809257185178058 0.055419317214918933 -0.024442805784987878 0.035451713545665078 0.063928978173162135 0.0095159675389320936 -0.0718909635386379 -0.084801787678370738 0.079581372571711717 0.087770346888451978 -0.091122348805703177 0.011052638697390036 0.073816478835988825 0.03226205331120096 0.01021668645137605 -0.10415843455882741 -0.070067882006052504 0.0025691813561940047 0.057500688583544686 -0.091677848655291883 -0.070225696944230878 0.061093409526430213 -0.062986135937895149 -0.060908890545789511 0.071229486398988059 0.025884793348636866
leaf_weight=0.32581534478958873 1.8631900990440073 0.32712093014561094 0.22630417766049493 0.3249186508473938 0.3977110305277165 0.63218355330172926 1.0362163711397463 3.3503883788944213 1.4023600204527591 7.2626095103332773 2.0251065488046156 0.60721027482577461 0.5248559322208165 0.51116447895765293 0.33194938549786446 0.74567894441497629 1.1342166131362308 1.0677166692912567 1.2919869967881825 2.0060234398843022 1.1312532937736239 46.16956289492191 1.5940713164163742 1.117926590144634 0.91126634451939015 2.2179679460823536 1.1637393417840938 1.4902636657352561 1.043901992474275 1.0751684927381573
leaf_count=197 99 67 4 28 71 29 42 55 48 474 36 65 6 7 44 108 10 12 19 42 32 1219 17 12 29 24 22 41 20 21
internal_value=0.000342432 -0.0170631 -0.00478064 0.0120655 -0.000101297 0.0313581 0.000810497 0.00709193 0.000871191 0.0142842 -0.0183533 -0.0376824 -0.000789267 0.013419 0.00511718 -0.0319692 -0.00100465 -0.0117274 -0.0424267 -0.0603001 0.00254108 0.000831983 0.00445978 -0.00504811 0.00740827 0.0177157 -0.0244733 -0.00299453 0.0235701 -0.0245338
internal_weight=85.3098 2.23405 1.90693 1.58112 1.35481 0.957102 83.0758 18.6245 15.2741 8.99692 6.27721 3.90285 1.87775 2.37435 7.59456 1.35289 64.4513 16.0162 5.52947 4.46175 48.435 47.3008 10.4868 8.89271 7.77478 6.86352 2.45573 4.64555 2.08012 2.56543
internal_count=2900 396 329 132 128 57 2504 942 887 566 321 215 179 106 518 173 1562 301 95 83 1261 1251 206 189 177 148 41 124 62 62
is_linear=0
shrinkage=0.085349


Tree=720
num_leaves=31
num_cat=0
split_feature=7 7 12 8 6 8 10 19 18 2 3 2 18 6 16 10 17 17 19 2 12 13 13 18 0 13 16 4 7 8
split_gain=0.0942367 0.345827 0.433136 0.260187 0.255032 0.246163 0.218676 0.214702 0.428236 0.250858 0.22407 0.266875 0.195293 0.506911 0.191253 0.190465 0.189062 0.348743 0.362402 0.201389 0.473338 0.171245 0.564303 0.251733 0.236366 0.299044 0.373312 0.263786 0.20735 0.60857
threshold=20.778835947700006 21.725272673150005 219.23896387120001 8.4434108459500017 18.155424198600006 9.0429429770000009 72.953999827850012 13.351077205700003 11.780121045600003 119.40000354470001 108.42013948475001 172.77856529855003 14.163996107200001 13.475314848550001 19.314954833200002 64.321360770950022 168.75790693355003 165.16536692155003 10.750867412800002 50.734033752200013 82.187369520450019 95.870416931800023 92.692659421600013 17.327266398450003 103.82556453975 92.138837046750012 13.039969506900002 280.33545882855009 22.296968840150004 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=7 2 3 -2 5 16 -4 8 -1 -10 14 -12 13 -11 -9 -7 17 18 -3 -18 -21 22 24 28 -22 26 27 -26 29 -23
right_child=1 4 6 -5 -6 15 -8 10 9 12 11 -13 -14 -15 -16 -17 19 -19 -20 20 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10100775032483512 -0.09957349779702146 -0.092854921733661833 -0.029685521923999491 -0.027726801677857831 0.044421540717565496 -0.072118814935822478 0.068525365115739673 0.071349346907501665 -0.091907712683307288 -0.093629797583237862 0.023702183863269329 -0.096328867839497859 0.069775498444354905 0.03125079231430037 0.017219047306787864 -0.0040093768080016138 0.043609988180925825 -0.1225220554474316 0.093084919706624594 -0.062493393614444274 -0.092665676476816505 -0.014253379361634191 -0.093194436447599283 0.039866612740732395 -0.091824315986384408 0.069519469405691023 -0.094158371707267596 0.017641967974817509 0.00058868078429847334 0.069345999033729011
leaf_weight=0.34566016885582884 0.74623677150702794 0.15216419335956644 0.34581130531296356 0.9273405120766256 1.0747821700060729 0.6799080972559739 0.40241499245166779 1.0393367012438837 0.18868351605488021 0.34976582485251118 0.45948613119253412 0.22704052270273678 0.4496621737780514 1.1220963346859205 1.1044773645699022 0.66749214511946775 0.90348669607192178 0.28668757572449977 0.19772574678063393 0.96302064413612143 0.21584320980764449 1.5021341949177434 0.66313984990119923 1.445839624851941 0.19994372464862076 0.49735450360458333 0.34961888624820847 1.8654888056735215 63.480220947334601 1.3620602277806027
leaf_count=66 68 97 38 28 37 25 10 28 61 39 53 27 20 76 26 21 14 23 3 33 45 39 118 53 96 21 59 289 1367 20
internal_value=0.00032993 -0.000454167 -0.0341512 -0.0597628 0.000612504 -1.17021e-05 0.0231348 0.0120373 -0.00755844 0.00774892 0.0290404 -0.0159932 0.0175347 0.00157481 0.0434618 -0.0383779 0.000686075 -0.0484614 0.0122212 0.00111204 0.00058276 0.00143135 -0.017301 0.00247902 -0.00121275 0.00556498 -0.00760578 0.00704511 0.00166423 0.0255021
internal_weight=84.2149 78.9287 2.4218 1.67358 76.5069 75.4321 0.748226 5.28621 2.45587 2.11021 2.83034 0.686527 1.92152 1.47186 2.14381 1.3474 74.0847 0.636578 0.34989 73.4482 72.5447 71.5816 3.79139 67.7903 3.12825 2.91241 2.41505 2.06543 66.3444 2.86419
internal_count=2900 2504 144 96 2360 2323 48 396 262 196 134 80 135 115 54 46 2277 123 100 2154 2140 2107 628 1479 510 465 444 385 1426 59
is_linear=0
shrinkage=0.0905731


Tree=721
num_leaves=31
num_cat=0
split_feature=6 6 0 0 10 0 5 18 18 3 19 3 9 9 15 13 13 15 3 7 15 5 5 0 10 10 14 15 2 7
split_gain=0.476797 0.717344 0.529945 0.570775 0.659576 0.635263 0.603847 0.708816 1.01617 0.877645 1.2723 0.931857 0.819393 0.714779 1.10583 1.22674 0.820705 1.47451 1.14081 0.786017 0.742557 0.620403 0.596415 0.49156 0.476839 0.858562 0.453746 0.691292 0.687369 1.00722
threshold=13.665319288000001 13.775321858200002 97.835679825150024 85.716110573100011 62.00390986255001 85.678472159250006 16.222050829800004 13.954623666350001 14.025183600500002 88.727183679150016 14.051133688400002 89.324021384150015 210.21807925850001 206.50942114985003 34.279674133750014 109.34496908160001 109.57886493895002 28.566186095050004 83.799239926100014 26.038885134450002 27.008040895250005 19.221712148250003 21.125470787600005 93.910530954700008 61.971648364950006 61.928633034850002 314.01641298495002 43.938093326450009 188.32206997295003 23.399310583750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 21 -9 10 13 -11 -12 16 15 19 17 20 -19 -15 -10 -8 -13 -20 25 -3 28 -28 -23 -30
right_child=1 2 -4 6 5 -7 7 8 9 11 12 22 -14 14 -16 -17 -18 18 23 -21 -22 26 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00014196028615070448 0.0011924541732445764 4.9056422879413872e-05 -0.0010764536351234417 0.0016188583451443468 -0.0018939787223770429 6.8820178995874595e-05 0.001148146991316172 -0.0015332129576212854 -7.9351531380429804e-05 0.0015810402655484865 -0.0028062762573808457 -0.00076666338406858011 -0.00034304781103305617 -0.0021293148416089247 -0.0024473179423219497 0.0010361707116004542 0.00097165146687346624 0.0013692644397104332 -0.00036884470231983126 0.00062094682013658607 0.0013933112130982549 0.00022070797259095097 0.00060136686650964397 -0.0021699314923066901 0.0012556894983169864 -0.0017313212409753771 -0.0013611663840891151 0.00032630514917840567 0.0001283286060631284 0.001520939915383808
leaf_weight=24.291416966298129 2.5461878515779963 11.720187768227335 1.3621848027687509 1.1813694704323996 1.5262372833967668 1.0843842334579674 3.5437009010347529 1.6356087150052214 3.1221736721927389 2.5514579657465202 1.0756581504829221 1.8311050457414237 1.0036719893105326 1.2598152681021013 1.0297926047787767 1.7450667172670362 4.0642821537330738 0.58892255835235152 0.82925183745101128 0.58506666496396054 2.2760026343166828 29.370070856704842 3.7029322246089578 1.9586634255247188 1.0657268071081478 1.1429268555366423 1.5472649601288133 2.3524000267498195 3.7571839230367896 4.2615607045590878
leaf_count=1334 34 374 36 11 130 17 36 22 36 30 19 26 21 49 44 18 28 6 13 14 21 260 40 81 22 26 24 45 50 33
internal_value=0.000103375 0.000165635 0.000137575 0.000155587 -0.000174228 -0.00107868 0.000228056 0.00020588 -3.15158e-05 5.73997e-05 -0.000167431 0.000600698 -0.0016173 5.2446e-06 -0.00065616 -0.000142359 0.000243226 -9.41547e-05 -0.0011104 -0.00125713 0.000541559 0.000360815 0.000148712 -0.00163421 -4.70973e-06 -0.000109136 0.000293241 -0.000343231 0.000359625 0.000868432
internal_weight=120.012 95.7209 93.1747 91.8125 16.5395 2.61062 75.273 74.0917 29.2595 27.6239 19.5384 8.0855 2.07933 17.459 4.61974 3.58995 12.8393 8.77501 3.37684 1.84488 5.39818 44.8322 5.53404 2.78792 13.9288 12.8631 41.2885 3.89966 37.3888 8.01874
internal_count=2900 1566 1532 1496 569 147 927 916 468 446 350 96 40 310 125 81 185 157 100 63 57 448 66 94 422 400 412 69 343 83
is_linear=0
shrinkage=0.00196078


Tree=722
num_leaves=31
num_cat=0
split_feature=9 17 19 9 15 15 19 0 2 16 18 16 5 13 15 9 16 13 3 17 17 5 17 7 14 16 4 6 6 6
split_gain=0.0944362 0.17651 0.166099 0.293047 0.134842 0.394956 0.328924 0.369356 0.476189 0.317097 0.619936 0.588471 0.649717 0.399157 0.349643 0.251793 0.222031 0.554195 0.648201 0.537045 0.491373 0.493004 0.374582 0.399822 0.875135 0.354351 0.25955 0.237163 0.709711 0.619369
threshold=231.85949239145003 239.21206428850002 14.651182102100002 201.2906445504 44.34858359035001 42.670190152050004 14.551174033150001 87.29692395375001 92.716362671650018 22.674946976100003 13.415872650200003 22.614947116400003 24.301614351200005 117.68187774410002 46.574831689400007 199.02473417820002 22.624947093000003 117.55820867010002 93.356708579850007 188.31851043910004 186.52991945525002 21.623222698850004 184.84480138465003 22.726915405250001 234.42213303535002 22.664946999500003 159.66984649465005 16.455384477450004 16.515385879350003 15.785368822600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 16 8 -8 11 -11 12 -6 -13 -14 -7 17 27 -19 20 21 -20 -18 -24 -25 -26 -23 29 -29 -1
right_child=1 -3 3 -5 9 15 7 -9 -10 10 -12 13 14 -15 -16 -17 22 18 19 -21 -22 26 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0019553083330666036 -0.064964741821502414 0.027097267709042732 -0.0067650616924292417 0.043745998963715754 -0.057420684292988751 0.0088472545432976384 -0.0013689635663030266 0.010278774360110838 -0.074409907596013042 -0.034609917687733832 0.07727439388602135 -0.085509611010940414 0.092375976749472441 0.0070492428012460563 0.00088582456190704662 0.052206366632269255 -0.027550972091394212 -0.082873250032374501 0.090505262230888575 0.049023335728960366 -0.10717901240849517 0.046282440693770202 0.048858101310191623 -0.06176537935784486 0.042260442001998848 -0.008825495041437325 -0.094080059333325458 -0.070891132060615605 0.0011899755352048826 0.023396794461221081
leaf_weight=38.158191082593476 0.43846999245943052 0.24660685274284333 1.6912079544272267 1.7937485130969433 0.76874600394512516 2.4573695103172204 1.1835620878264301 1.5233258390799163 1.5788536909967659 0.7615728028322335 0.7400318393483758 1.3872548297440515 0.59838070720434167 0.47367254411801685 0.67219779841252603 1.7293583013670284 1.4670037117321033 1.3271112097427242 0.29931566119194053 0.83574580773711193 0.50821660459041595 0.14247666578739882 2.5452295932918769 1.1156055731698868 2.9325617998838425 1.5853163087740538 0.33366100559942424 1.3557764784200106 4.3785496471728038 9.0319794336010073
leaf_count=1797 30 25 27 32 30 33 17 20 27 34 13 79 4 9 41 33 33 18 3 8 7 6 29 16 32 28 58 34 247 130
internal_value=0.000364828 -0.0318252 0.000629324 0.0192336 -0.000182219 0.000780917 -0.000766041 -0.0241369 -0.0431154 -0.0134634 0.0205297 -0.0265509 0.00575167 -0.0619501 0.0439732 0.0267571 0.000751174 -0.00133725 -0.0351624 -0.00528737 -0.0406469 0.00295693 0.0129562 0.0202219 0.00728401 0.0243345 -0.0520788 0.0008655 -0.0158523 0.00289697
internal_weight=84.0611 0.685077 83.376 3.48496 79.8911 74.4892 70.3025 4.28574 2.76242 5.40186 1.5016 3.90025 2.03932 1.86093 1.27058 4.18673 66.0167 56.371 3.44653 2.11942 1.28367 0.775453 9.64572 8.17871 5.63348 4.51788 0.476138 52.9245 5.73433 47.1902
internal_count=2900 55 2845 59 2786 2576 2510 64 44 210 47 163 75 88 45 66 2446 2308 100 82 74 67 138 105 76 60 64 2208 281 1927
is_linear=0
shrinkage=0.087056


Tree=723
num_leaves=31
num_cat=0
split_feature=5 10 17 7 7 5 19 17 2 12 17 17 17 17 8 17 5 19 12 8 17 8 13 3 7 0 18 3 2 18
split_gain=0.0937714 0.505663 0.37982 0.275897 0.532296 0.256199 0.382267 0.183004 0.34477 0.331553 0.244339 0.471235 0.302496 0.23282 0.413823 0.273179 0.403129 0.89513 0.261798 0.347139 0.469034 0.280586 0.231636 0.370449 0.480585 0.480744 0.350935 0.612923 0.578953 0.888665
threshold=29.040033326300005 60.474177186300004 162.59969366065002 21.725272673150005 20.778835947700006 31.302824910800002 13.351077205700003 168.75790693355003 234.61110956795002 66.834523482800009 174.63059628235001 179.88087463185005 177.12746680985003 181.49225329600003 8.4434108459500017 183.58889821140002 13.999568943650003 14.251149826300002 82.187369520450019 8.8430989333000021 196.65693750130004 8.7431769115000026 117.69263157665002 93.964300117300013 22.509653697550004 85.447264760050004 13.278511569200001 93.249170254600017 108.54085696455002 13.086509421050001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7 8 -3 -9 -11 12 -12 14 -13 16 -15 -18 -17 21 -21 22 23 26 -25 -26 27 -20 -29 -30
right_child=3 7 -4 -5 -6 6 -8 9 -10 10 11 13 -14 15 -16 18 17 -19 19 20 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.023625413662567013 0.0581758457987177 -0.062941339409065225 -0.084683670834856062 0.090266030298712691 -0.095214130997882229 -0.086619163825768633 0.028398353316023885 0.051787563798762495 0.029026855607701185 0.028923264447615369 -0.0072233197802654041 -0.013035552482231505 -0.080698152771347259 0.028880484885096466 0.088427788249754585 -0.047272478922963677 -0.095793266044453415 0.027062640070522191 0.048218025617580575 -0.083397397934510994 -0.001011366288962414 0.035012890021660192 0.023925966438810169 -0.11165395621535762 0.073102373737731097 -0.058283427905268845 -0.0012737209544929178 0.02554924822018502 0.034706171621721134 -0.067587008963529052
leaf_weight=0.35026789247422019 0.90946023409196675 0.92366830560058477 0.94158202144717507 0.34913491875340685 0.3508675352713907 0.32345281877496723 0.77081027448002715 1.0108992680907238 0.49292529850572464 2.3287534906121428 0.84702831201138795 0.62364657686703029 0.92353543375793379 0.72901551485119798 0.6445075673982501 0.86616749956738104 1.2119763503433203 0.76138595584779967 3.3115167506039125 0.87085409072460551 1.4556207471759988 2.0967723527573972 3.5833179361652574 0.52393742808635468 0.36984412041056203 0.54051954681926873 48.773086873225111 3.4296678462997079 1.0811006732546959 1.7594742624205535
leaf_count=36 57 191 122 9 20 43 36 14 47 99 56 37 52 37 7 29 44 11 41 26 37 37 50 24 21 29 1576 44 27 41
internal_value=0.000336718 -0.000209928 -0.0553171 0.0166025 0.0056798 0.0233471 -0.00559963 0.000689401 -0.0309396 0.00126573 0.000600134 -0.000286357 -0.0455482 0.000816992 0.0385306 0.000146815 -0.027546 -0.0483915 0.00123674 0.0018565 -0.0318504 0.00305429 0.00199689 0.000682627 -0.0439005 -0.00490666 0.00177843 0.0173145 0.000993374 -0.028655
internal_weight=83.1548 80.4511 1.29185 2.70373 2.35459 2.00372 1.09426 79.1592 1.41659 77.7426 76.7317 74.403 1.77056 72.6324 1.26815 71.3643 2.70238 1.97336 68.6619 67.7957 2.32647 65.4692 63.3725 59.7891 1.4343 0.910364 58.3548 9.58176 6.27024 2.84057
internal_count=2900 2735 158 165 156 136 79 2577 238 2339 2325 2226 108 2118 44 2074 92 55 1982 1953 63 1890 1853 1803 74 50 1729 153 112 68
is_linear=0
shrinkage=0.0887971


Tree=724
num_leaves=31
num_cat=0
split_feature=6 6 0 10 0 3 5 5 18 3 8 2 2 17 8 8 10 3 16 10 5 0 5 19 9 5 8 0 5 8
split_gain=0.540225 1.07651 0.673956 0.673028 0.739288 0.78466 1.38831 1.36591 0.711737 0.952726 0.975063 0.998594 1.39156 1.01947 0.512372 0.522211 0.359327 1.34827 0.841985 0.624155 0.67889 0.542121 0.469055 0.805281 0.930775 0.923018 0.573727 0.458608 0.67988 0.652086
threshold=13.665319288000001 13.775321858200002 97.835679825150024 75.465019721650009 94.047642319350018 86.302194445500007 18.310380701750002 18.152162791050003 13.809421053700001 84.968719212850019 7.943800736700001 147.87428232835001 106.46918899020001 184.59783591905003 8.1436447804000007 8.543332867800002 67.203387886850024 89.227236891450005 19.284954903400003 65.727424373200009 19.500380888400006 90.837623311600012 21.197160116700001 14.451165964200003 191.07475275385002 20.950952025950006 8.4434108459500017 87.181320254150009 21.269675393700002 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=14 -2 3 4 5 6 -3 -7 -6 10 -10 12 13 -12 -1 -16 17 21 -18 20 -19 -9 23 25 -25 26 -22 28 -24 -29
right_child=1 2 -4 -5 8 7 -8 16 9 -11 11 -13 -14 -15 15 -17 18 19 -20 -21 22 -23 27 24 -26 -27 -28 29 -30 -31
leaf_value=-7.7181088437655126e-05 0.0013736360894867836 0.0016716411833096571 -0.0012360711756560176 0.0011120610249538993 0.0014083295803804595 -0.0016360153760224668 -0.00031700533275513175 0.0015944652832766831 0.0013123673280110906 -0.0018205529337350739 0.00019539257540608003 -0.0018543348158641052 0.001413329861463752 -0.0019621952861099594 -0.0014913858117816688 0.0004517238371986488 0.0003487999022693519 0.0014010520812863744 -0.0015728036348462177 -0.0012138869818405277 -0.00097596780055079135 0.00030356858062567486 0.0019383145709683045 0.0011716378259303453 -0.00039502701492550457 -0.0017145339942807958 0.00058980266455435539 0.00096526144813382359 5.887865057136257e-05 -0.00024189003475751927
leaf_weight=22.469041212643791 2.6804437562823287 3.3758743517100802 1.4022429920732964 2.6248315850389181 0.78903310000896354 1.6712259729392815 2.2487260394264013 3.4611271023750296 1.3053621975705008 1.7892745443095917 1.8038018671795728 1.6677530703018417 1.5878994176164267 1.5790271717123685 2.0073682579677548 0.72337722568772722 2.1275281143316529 1.5883393883705128 1.4910903433337805 1.3458236032165576 1.6728128436952814 1.9585090827895326 0.75589959509670634 2.5178631618618965 3.4635967104695737 2.3373535424470901 1.946819359436631 5.8475752316880953 35.201816574035547 2.4376358836889267
leaf_count=1227 34 29 36 30 5 19 34 33 15 70 23 63 20 40 91 16 32 13 22 18 21 21 6 22 35 25 22 54 800 24
internal_value=7.99094e-05 0.000149125 0.000112656 0.000134002 0.000104141 0.000172043 0.000876576 0.000115291 -0.000382754 -0.000527951 -0.000236805 -0.000541428 -0.000100928 -0.00081172 -0.000174651 -0.000976654 0.000158235 0.000191948 -0.000443017 0.000106135 0.000136887 0.00112797 0.000101147 -0.000243753 0.000264452 -0.000754047 -0.000133818 0.000194214 9.8388e-05 0.000610099
internal_weight=117.879 92.6793 89.9988 88.5966 85.9718 75.4496 5.6246 69.825 10.5222 9.73312 7.94384 6.63848 4.97073 3.38283 25.1998 2.73075 68.1538 64.5352 3.61862 59.1155 57.7697 5.41964 56.1814 11.9384 5.98146 5.95699 3.61963 44.2429 35.9577 8.28521
internal_count=2900 1566 1532 1496 1466 1230 63 1167 236 231 161 146 83 63 1334 107 1148 1094 54 1040 1022 54 1009 125 57 68 43 884 806 78
is_linear=0
shrinkage=0.00196078


Tree=725
num_leaves=31
num_cat=0
split_feature=15 5 5 7 0 15 19 18 7 7 2 16 4 12 19 17 0 10 19 0 10 16 18 16 13 0 17 8 13 4
split_gain=0.09907 0.429933 0.349374 0.385357 0.249579 0.151157 0.371679 0.6723 0.54367 0.300671 0.244605 0.165591 0.538588 0.62957 0.247839 0.298078 1.1507 0.62264 0.684838 0.465889 0.696369 0.582347 0.570945 0.460995 0.738547 0.50368 0.618301 0.37823 0.299234 0.514708
threshold=46.074827201850006 24.375372008600007 24.437854605800002 23.539316666200005 79.882156430000023 42.80317728375001 14.451165964200003 13.042786209850002 23.302979953550004 23.856905110850004 226.19683278270003 22.674946976100003 254.49455531690003 135.43243079965001 14.651182102100002 201.37020668845003 88.576630023850015 63.431481129800005 14.251149826300002 91.144107538500023 68.579878449600017 19.559954260300003 14.972610129150002 18.684956306450005 103.58091484995002 100.67200315280002 234.67375690460003 8.543332867800002 117.62810858150002 278.57566241625005
decision_type=2 2 2 2 2 2 2 2 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 11 7 -7 -9 -10 -8 14 13 -13 15 28 -17 -18 19 -19 -21 22 -22 24 25 -24 -27 -20 -1 -30
right_child=1 2 3 -5 -6 6 10 8 9 -11 -12 12 -14 -15 -16 16 17 18 27 20 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0011341055703829133 -0.079793769310935805 0.071547726922981225 0.022781421049399696 0.014790653844588416 -0.092040447261656985 0.05486245604440082 0.016979942768019923 -0.087420748392458433 0.040548163008301018 -0.031680426021849568 0.068908089652611498 -0.0071775594669284248 0.033647868159201982 -0.081882406221898421 0.034174872362236659 -0.096338596580315142 0.073975033622257214 0.087889999283898679 -0.084270454124384747 -0.085917897253833017 -0.10040270957516816 0.079991528136328191 0.038181632945254756 0.039826697496520375 -0.081731566205836978 -0.070952067992327783 0.020821588648923587 -0.0095335882724245664 0.0096288379419473529 0.084626449745982796
leaf_weight=48.934579422383649 0.61935797124169711 0.44095877342624623 0.1918502822518352 1.3123434261651707 0.56889730640250491 1.0236337047535919 1.8015415912086612 0.81364850595127824 0.74748789938166726 1.0508362823602508 1.1117043970152733 2.6589805595576759 1.2903079730458555 1.2601343807764349 1.6618009349331249 1.1117550144772383 0.73312956467270751 0.44964892673306067 1.2442073902057011 0.70524910744279523 0.42898378800600578 0.70303263887763012 1.8819467872672246 1.8837757017463443 0.90809709904715408 1.0642415157490179 1.16585578287777 0.87347807642072428 3.2930647034809217 0.87855251762084652
leaf_count=1725 21 6 4 38 85 13 36 22 13 31 17 50 30 24 23 29 10 8 27 16 19 8 70 32 82 246 90 22 89 14
internal_value=0.000359282 -0.0148247 0.00118099 -0.0137864 -0.0630839 0.000956393 0.0136273 -0.00493793 -0.0283737 -0.00165803 0.0367959 -0.000178284 -0.0151364 -0.0311978 0.000968968 0.000136159 -0.0115964 -0.00377252 -0.00881288 0.00147067 -0.00297477 0.00430448 -0.00295192 0.00310331 -0.0106769 0.00501469 -0.0229744 -0.0534439 0.0030421 0.0254235
internal_weight=82.8131 3.13341 2.51405 2.07309 0.760748 79.6797 6.54885 3.63561 2.61197 1.79832 2.91325 73.1308 5.20942 3.91911 67.9214 66.2596 13.1534 12.0416 11.3085 9.19083 8.74118 8.03593 7.3329 6.90392 5.02014 4.11204 2.2301 2.11769 53.1062 4.17162
internal_count=2900 154 133 127 89 2746 132 79 66 44 53 2614 104 74 2510 2487 659 630 620 571 563 547 539 520 488 406 336 49 1828 103
is_linear=0
shrinkage=0.087056


Tree=726
num_leaves=31
num_cat=0
split_feature=9 7 19 9 15 5 16 16 5 5 15 6 2 17 19 0 2 16 13 13 8 10 13 17 9 0 15 16 6 6
split_gain=0.0944319 0.158545 0.123601 0.244726 0.128301 0.317605 0.39716 0.485606 0.394142 0.272044 0.239605 0.38206 0.401092 0.341744 0.235896 0.325928 0.422176 0.157389 0.516991 0.650587 0.86692 0.35773 0.507301 0.342233 0.340125 0.381436 0.22574 0.247289 0.221399 0.659554
threshold=231.85949239145003 28.445526376700005 14.651182102100002 201.2906445504 44.920183738100008 24.301614351200005 22.614947116400003 22.674946976100003 23.953129400350004 24.544200699650002 42.670190152050004 16.455384477450004 283.48757570455001 192.49174628505003 14.551174033150001 87.29692395375001 92.716362671650018 22.624947093000003 117.56896250265002 117.61735474900001 8.4434108459500017 62.041548276350007 117.61735474900001 194.58701840130001 187.70546222865002 86.20003303655001 34.098324821200009 21.084950694200003 16.455384477450004 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=2 -2 4 -4 10 8 9 -8 -6 -7 14 12 -12 -13 17 16 -16 18 28 -20 26 22 -19 -23 -24 -26 27 -21 -1 -30
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 11 13 -14 -15 15 -17 -18 21 19 20 -22 23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0031865691164701705 -0.069836782961735802 0.025550800638617588 -0.0072355891972209234 0.043550855599307541 0.0069028275255768401 0.094249484690812277 -0.10110237680054186 0.008240807237713808 -0.096435757186349627 0.0030121532418763246 -0.047972942281417928 0.01303868576666656 0.036757075272355486 0.079184490570407981 0.00070837896348591276 0.012870234412528325 -0.075024853169145991 0.05857919942867458 -0.10376537740624243 -0.095214504154432125 0.04595567287655912 -0.044162851935962637 0.039503343901025424 0.018980764560707124 -0.052072339936394228 0.024942953065366383 -0.11015752513829652 0.063155120622067032 -0.07377805768579139 0.0014988277270669985
leaf_weight=46.739691742531249 0.4232037301408117 0.24390045589461806 1.675360155757516 1.6948593230918048 0.55835718920570687 0.52257314790040277 0.54230275040390541 1.0767765146447343 0.79349267150973901 0.65260354796191677 1.1128051714913447 1.4958985819248485 0.89517863334913261 1.2931481394916771 1.1543534733355039 1.4901623819023369 1.5067572691477833 2.4416483715176565 0.9460420385585161 0.17341582663357291 1.1391377225518224 1.6091019948944452 1.4351967992261054 1.4481231486424802 1.3227006232482383 1.0048614237457512 0.61071366112446412 0.17682005558162928 1.3588239434175182 4.3174084090514953
leaf_count=1928 18 37 27 32 18 5 59 37 30 40 26 23 20 18 17 20 27 29 16 56 10 23 19 22 34 11 11 4 35 248
internal_value=0.000346919 -0.0349621 0.000637044 0.0183046 -0.000128117 -0.016257 0.00188365 -0.0283832 -0.0537536 0.0435832 0.000779585 0.0211425 -0.0101995 0.0437073 -0.000638662 -0.0224143 -0.0421728 0.000757991 -0.00114091 -0.0388808 -0.00965173 0.0121293 0.0251294 -0.0142535 0.00342386 -0.0188231 -0.0755704 -0.01526 0.00105233 -0.0165216
internal_weight=81.8554 0.667104 81.1883 3.37022 77.8181 4.14611 2.79426 1.61908 1.35185 1.17518 73.672 4.79703 2.00798 2.78905 68.875 4.15127 2.66111 64.7237 55.4621 3.04613 2.10009 9.26163 6.20441 3.05723 3.76276 2.32756 0.96095 0.350236 52.4159 5.67623
internal_count=2900 55 2845 59 2786 189 141 96 48 45 2597 87 46 41 2510 64 44 2446 2308 97 81 138 93 45 64 45 71 60 2211 283
is_linear=0
shrinkage=0.0942322


Tree=727
num_leaves=31
num_cat=0
split_feature=12 19 13 0 2 12 9 13 9 12 5 17 5 6 16 17 15 2 15 13 17 6 8 3 16 18 3 3 16 7
split_gain=0.101038 0.374252 0.648983 0.386958 0.303994 0.297915 0.218248 0.47329 0.283275 0.2555 0.223825 0.218137 0.454843 0.282031 0.332247 0.500157 0.374517 0.213002 0.205297 0.222139 0.173245 0.274455 0.604297 0.781837 0.588603 0.453298 1.30589 1.27456 1.09487 0.481748
threshold=286.25174907180002 14.351157895250003 116.55003687120002 86.692020874450009 279.29267393065004 281.66997808940005 75.115715165350011 115.48003053525001 37.256168974800005 295.98120537030007 23.663981639800003 208.12573104970002 18.895511665650005 8.0101871567500016 18.764956119400004 234.67375690460003 19.351912300100004 289.81495968035006 46.810838056050009 117.72489307420001 193.73902333365001 16.455384477450004 8.3434888241000014 93.647062057900015 22.604947139800004 13.788608055100001 89.227236891450005 88.727183679150016 19.974953289850003 24.373474566200006
decision_type=2 2 2 2 2 2 2 2 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 -3 -2 11 8 17 9 -6 -10 18 13 -13 15 16 -15 -8 20 -20 -1 24 -23 -24 25 -22 27 28 29 -27
right_child=1 3 -4 -5 6 -7 7 -9 10 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0012667749479664204 -0.073312159051276762 -0.023671891233003558 -0.080856871491562538 0.047056729587443683 0.083770185410424997 0.062790425732988139 0.041685994496868148 0.088579232857632001 0.043025420713918912 -0.089301816307756229 -0.03155725659494818 -0.088678079376559915 -0.064217809470184101 0.031438349569562513 0.065700808041007128 0.054374109540658938 -0.078112748838213286 -0.059907510748415091 -0.092445613392964393 0.0024959195321992236 0.041065890066472412 0.037614597233946084 -0.046014431943798076 0.035317014104892436 0.053755461834971256 0.040558582013853428 -0.062265519604683246 0.083865631193381349 -0.066018216136537453 0.00064943645843582216
leaf_weight=39.967372460688239 0.46381238776302591 0.96483219697256606 1.1154683021741219 1.4939757226675281 0.082496301736683431 0.59234912654210248 0.18218505814729713 0.23598842381397833 1.714789878940792 0.29874282341916114 0.37091358751058567 0.2407196141721214 1.1862981743179259 0.34286996850278251 0.60625532828271378 0.60428957003750827 0.76235052046831697 1.1052925227322701 0.36190961950342071 0.38594882562756538 2.6139562525786557 1.5987810008227814 3.3873615651391447 1.2178157273447139 2.3150705604639361 3.1433064501907237 2.0924549016199299 1.6284902269835573 1.5693799117580045 8.4670362660544907
leaf_count=1381 49 35 46 36 2 22 19 7 88 106 17 87 34 30 11 23 80 123 60 10 25 21 59 24 37 66 30 24 27 321
internal_value=0.000284233 -0.00898602 -0.0214745 0.0193029 -0.00660344 0.0013026 0.00115024 -0.0247574 0.0171496 -0.0518508 0.0297619 0.000800165 -0.0196669 0.0010063 0.0103288 -0.00930812 -0.044127 -0.0455315 0.00191442 -0.0434489 0.00241331 0.00765999 -0.00849786 -0.0245067 0.012252 0.00732836 0.00211032 0.0112069 0.00222912 0.0114542
internal_weight=81.1125 8.0285 5.56969 2.45881 4.45422 73.084 3.99041 1.52347 2.46694 0.381239 2.0857 72.4917 3.74278 2.55649 2.31577 1.70951 1.10522 1.28748 68.7489 0.747858 68.001 28.0337 6.20396 4.60518 21.8297 19.5146 16.9007 14.8082 13.1797 11.6103
internal_count=2900 528 457 71 411 2372 362 149 213 108 105 2350 265 231 144 133 110 142 2085 70 2015 634 104 83 530 493 468 438 414 387
is_linear=0
shrinkage=0.087056


Tree=728
num_leaves=31
num_cat=0
split_feature=19 16 16 7 16 17 19 7 15 15 15 2 16 10 9 17 12 19 16 18 12 13 8 19 16 0 16 5 16 13
split_gain=0.10401 0.152889 0.126857 0.341019 0.274862 0.266022 0.334586 0.132667 0.301865 0.297966 0.381875 0.432515 0.201725 0.575759 0.492539 0.41654 0.406111 0.70331 0.405881 0.775134 0.653199 0.381814 0.419354 0.359206 0.376123 0.321395 0.630255 0.438326 0.362368 0.352659
threshold=9.8507947922000021 8.3799804039500021 9.6249774926000011 25.762580120700004 11.934972090850001 177.48499193625003 10.650859343850001 26.709562027450005 19.112687623850004 20.310401204950004 24.673905035600004 237.82463207520001 15.919962772200003 72.953999827850012 191.87997069285004 204.75389752000004 211.56805207830004 12.751028791950002 15.444963882950001 15.974481919500002 94.472960382900013 103.02440401690002 7.6440346712000009 11.850956171350001 13.894967507500002 97.32487278035002 17.844958270700005 26.225713454500006 18.094957686100003 107.97116697695002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -9 -10 -11 -12 16 25 15 -15 17 18 19 20 -6 22 -18 24 -22 26 27 -14 -28 -30
right_child=2 -3 4 -5 7 -7 -8 8 9 10 11 -13 13 14 -16 -17 21 -19 -20 -21 23 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.090923195949299165 -0.091304951851132243 0.011059085705131496 0.06086317116805269 0.048969826857490406 0.028577212223763571 -0.090934645560125316 -0.091751079695687465 -0.072187024352254048 0.069833713652020291 -0.073267521423446613 0.076271000510595655 -0.041365902324224088 -0.090506903529908839 -0.072150790868598907 -0.091812144402816195 0.072790263925295556 0.033818851450429968 -0.096012652329772047 0.047546794540082177 0.033139656266711066 -0.092362000933171817 0.072108478868340278 -0.049455634716565826 -0.098330295748537494 0.033112546088727698 0.051301477520440411 0.05161809592405249 0.022013032283572067 0.036667364810788104 -0.00091347998039372272
leaf_weight=0.23987490142462675 0.15837447838566621 0.22429275907416013 0.290239559035398 0.99632677252520807 0.83438696475059115 0.51144412527355598 0.18576960634345596 0.63635094440542106 0.37116296179010522 0.61674201145069651 0.47947060214937665 0.50706201387220062 0.99309639970306196 0.28122101668850408 0.99188192162546329 0.35206768091302365 2.125471958162962 0.56054307152953686 1.536914119555149 2.3158359771186952 0.32413826153788239 1.4022018844407282 0.61472578276880074 1.1049389445834092 0.44973410002421588 0.97757116856519033 1.1095952868927259 0.37646679405770556 2.0399087835685341 56.546859959013091
leaf_count=182 45 44 38 98 21 163 39 80 19 59 17 42 83 80 95 11 85 44 28 67 46 33 27 68 30 32 19 79 50 1176
internal_value=0.000268097 -0.0416438 0.000512219 0.0297303 8.26296e-05 -0.0464707 0.00130321 0.000675411 -0.0190016 -0.0018602 -0.0184576 0.0158075 0.00136095 -0.000577289 -0.0527514 0.00842709 0.0123119 -0.000540044 0.00761057 -0.00459427 -0.0368019 0.0344221 0.0151374 -0.0658369 -0.0194428 0.000789362 -1.92587e-05 -0.0595773 0.00134713 0.000395032
internal_weight=80.1547 0.464168 79.6905 1.1547 78.5358 0.987453 0.476009 77.5483 2.61079 1.97444 1.60327 0.986533 74.9376 63.6687 1.62517 0.633289 11.2689 7.12649 6.56595 5.02903 2.7132 4.1424 2.7402 1.87881 0.773872 62.0435 61.0659 1.36956 59.6964 58.5868
internal_count=2900 226 2674 143 2531 240 77 2291 217 137 118 59 2074 1625 186 91 449 304 260 232 165 145 112 144 76 1439 1407 162 1245 1226
is_linear=0
shrinkage=0.0887971


Tree=729
num_leaves=31
num_cat=0
split_feature=10 18 6 0 7 0 0 13 18 7 0 14 6 5 15 3 4 10 5 19 10 7 4 18 16 15 3 5 10 10
split_gain=0.399519 0.29253 0.225179 0.470061 0.70679 0.427222 0.368808 0.31778 0.328568 0.302677 0.289908 0.815562 0.933176 0.563258 0.384308 0.311276 0.275321 0.554193 0.697332 0.563451 0.486021 0.475542 0.523985 0.731152 0.610009 0.392353 0.262426 0.253781 0.237911 0.590414
threshold=90.988176966900014 16.751363923150002 10.715250360100002 95.590817286200021 20.778835947700006 95.897301513100004 97.32487278035002 95.870416931800023 17.108018746400003 26.565321014450003 98.615332683000005 267.54022483715011 12.26528657645 16.222050829800004 23.304416445750004 81.70761950055001 309.48890441440005 70.343506983200015 2.7861270712500006 12.651020723000002 78.285212300550015 24.101221167900004 317.66566527840007 17.248993197150003 10.294975925900001 23.163629804900005 85.014423001050019 15.941372635650001 70.182199495350019 70.73871032835001
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 10 -10 13 12 -12 15 -14 -9 17 -8 -19 -20 -18 -22 -23 -24 -25 -26 -4 -13 -15 -30
right_child=1 -3 7 5 -6 6 16 8 9 -11 11 27 14 28 -16 -17 20 18 19 -21 21 22 23 24 25 -27 -28 -29 29 -31
leaf_value=0.00055200959197900196 0.0016540609038365158 -0.0014919465322185404 -0.0019937280566319163 0.0018581004126518846 -0.0020749821647892694 -0.0020723446898353996 0.0020090855894941244 0.00036197114065209099 0.0016103483449182898 0.00011609769666592992 0.00086555899788704567 -0.0020972883849975374 -0.0020716345065931881 0.00015939020327552803 0.00013716987815076925 0.0015165063377544274 -0.0015822959397718116 0.0009233556173667177 -0.0019850591946016173 -4.1509348085276191e-05 0.001432901829924107 0.0015428381649197874 -0.0019934804990364148 0.0015687613520011217 -0.0019814308404835839 0.00048662516461916994 0.00026373787651667879 -0.00042767905371862892 -0.0013481881990503063 1.5531678877937807e-05
leaf_weight=0.59652067814022203 0.12437138758832478 0.89668320296914317 0.47240802171290752 0.43796567944809695 1.0353845682693643 0.33279744116589327 0.31152459932491039 1.8236135896295302 1.0655340189114206 0.94542609388008703 2.3995842721487857 0.97427664045244433 0.73775504110380985 72.23602712297361 0.48078613041434437 1.6381567493081091 0.46909692941699166 0.7526022111414935 1.3798573188832963 0.91789575928123657 1.3405598532408474 0.69209663732908699 0.71127447328763116 0.78964907489716984 0.46429311158135533 0.48842625017277896 0.31865094782551751 0.5138672492466867 1.3123168580932532 11.065544560915439
leaf_count=12 5 314 64 5 106 21 3 28 20 30 68 36 43 1252 24 22 33 22 171 39 23 13 64 14 45 16 38 25 64 280
internal_value=8.80159e-05 -0.00110874 9.94678e-05 -0.000164777 -0.00111472 5.80116e-06 -8.79834e-05 0.00012898 0.000139063 0.000907846 0.000122472 -0.000322846 0.000169859 0.00014829 -0.00120013 0.000908313 -8.58359e-06 -0.00043321 -0.000682635 -0.00120866 0.000279495 0.000474168 6.56024e-05 -0.00035108 0.000319385 -0.000716144 -0.00108439 -0.00152076 0.000117195 -0.000129052
internal_weight=107.725 1.02105 106.704 10.7199 1.63191 9.08804 8.65007 95.9839 95.1929 2.01096 93.1819 5.10627 3.61813 88.0757 1.21854 3.46177 8.31728 3.36188 3.05036 2.29775 4.9554 4.4863 3.14574 2.45364 1.74237 0.952719 0.791059 1.48814 84.6139 12.3779
internal_count=2900 319 2581 587 118 469 464 1994 1892 50 1842 196 135 1646 67 50 443 235 232 210 208 175 152 139 75 61 102 61 1596 344
is_linear=0
shrinkage=0.00192234


Tree=730
num_leaves=31
num_cat=0
split_feature=6 6 0 5 13 8 8 0 13 3 5 5 18 3 8 2 2 17 3 10 9 0 12 4 15 19 10 0 13 2
split_gain=0.39312 1.02555 0.618909 0.645125 0.499205 0.448993 0.59 0.325829 0.951933 0.647171 1.01217 0.989037 0.578099 0.758592 0.891881 0.718615 1.4338 0.987545 0.411442 0.776052 0.545685 0.945296 0.511056 0.758023 0.98935 0.478825 0.596991 0.689128 0.675046 0.397577
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.222050829800004 104.02719889955002 8.1436447804000007 8.543332867800002 94.047642319350018 104.12129493415001 86.302194445500007 18.152162791050003 18.310380701750002 13.809421053700001 84.968719212850019 7.943800736700001 147.87428232835001 106.46918899020001 184.59783591905003 93.883646373400012 61.917879202350001 187.38923140910003 85.613949164150014 133.01805689090003 220.3182238473 38.567335632300008 14.051133688400002 62.057679025150001 86.280686780500005 117.50443950750001 168.00535644525004
decision_type=2 2 2 2 2 2 2 2 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 -1 -7 9 -9 11 -11 -6 -10 14 -14 16 17 -16 22 -20 21 -21 -12 24 -24 -25 27 29 -28 -27
right_child=1 2 -4 4 7 6 -8 8 12 10 18 -13 13 -15 15 -17 -18 -19 19 20 -22 -23 23 25 -26 26 28 -29 -30 -31
leaf_value=-4.2873843153655565e-05 0.0014016824580876846 0.0016344177561664066 -0.0012638858335324971 -0.0012433780201508431 0.001584738156381387 -0.0014929446299467603 0.00062277526475775543 0.001753429787998859 0.0012971398928634697 -0.0014823037430531426 0.00056326872914940612 -0.00019309372460649818 0.0013304230198957468 -0.0017707623554557887 0.00013114786959881084 -0.0017946827374589842 0.0013937038568613176 -0.002014456501687403 0.0001804129476627056 -0.0018614090198673262 -0.0015334392146334019 0.0007382750149563693 -0.0014013027782576819 0.0011908484228096631 0.00049242311997476935 0.00085396103418836479 6.3671328390853756e-05 0.00097205748690758491 -0.0012527566932345688 -0.00033810165119267909
leaf_weight=20.677231828307416 2.4411290045827618 1.085721993818878 1.2378403216134746 1.030155214240948 2.9513435382395974 1.8540928127476939 0.6973473752150311 0.88575210608541866 0.73743283003568549 1.4692460577934969 14.195304167456923 2.0309586492367089 1.1581160062924007 1.5196370862540787 1.6970204962417486 1.3747706269496118 1.5124467764981089 1.6045310776680706 9.8175013273266796 0.82232730038231183 2.0985485829296522 1.5539675729814915 2.6320653818547717 1.8801809214055563 1.7765730936080215 1.5025380328297631 14.829292634560263 5.9825307393912226 1.6658444239874359 3.7863611755310558
leaf_count=1227 34 11 36 59 29 91 16 6 5 19 147 34 15 69 23 60 20 40 345 73 104 16 30 17 20 13 172 61 35 73
internal_value=8.7503e-05 0.000149099 0.000112187 0.000133061 0.000112816 -0.000138634 -0.000914686 0.000130393 -0.000191573 0.000179344 0.000126363 0.000860032 -0.000370957 -0.000509693 -0.000248852 -0.000544385 -0.000187328 -0.000911601 0.000164154 -0.000128056 -0.000804817 -0.000161357 0.000250709 0.000120425 -0.000638178 0.000233233 0.00016839 0.000516199 -6.92748e-05 5.54741e-07
internal_weight=108.508 85.2791 82.838 81.6002 80.5144 23.2287 2.55144 79.4843 10.4897 68.9946 64.0123 4.9823 9.60395 8.86652 7.34688 6.18877 4.814 3.30155 62.543 14.2923 4.47484 2.37629 48.2507 34.0554 4.40864 29.6467 27.7666 11.2714 16.4951 5.2889
internal_count=2900 1566 1532 1496 1485 1334 107 1426 238 1188 1125 63 232 227 158 143 83 63 1106 538 193 89 568 421 50 371 354 147 207 86
is_linear=0
shrinkage=0.00196078


Tree=731
num_leaves=31
num_cat=0
split_feature=6 15 3 6 5 14 15 13 13 3 7 9 16 13 15 15 3 3 12 5 17 16 7 18 12 5 7 0 6 16
split_gain=0.327461 1.02019 0.640684 1.26416 1.05734 0.569374 1.08394 0.737742 0.626018 0.699055 0.97558 0.598064 0.53414 0.630232 1.44216 0.759235 0.528815 0.583477 0.494025 0.595094 0.480206 0.467794 0.575128 0.438289 0.375587 0.423874 0.539892 0.353139 0.847677 0.67573
threshold=14.835346625500001 38.469938489650012 86.302194445500007 15.025351064900002 18.228105795950004 169.50964292540002 27.122924609850003 104.51649827935002 109.51703040195001 84.431027586750005 21.510929955650003 216.18094582280003 18.764956119400004 104.27722550570002 28.129673635100001 28.452330424200003 80.941408933400012 80.344571228450022 191.59589549940003 16.222050829800004 206.02826764000002 18.564956587050002 19.152455927400002 14.339258036900002 119.83795109915002 14.515626273450001 20.562096111400006 86.530713386650021 16.375382608200002 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 5 4 -4 -2 6 7 -1 9 12 -11 -12 13 16 -15 -16 17 24 19 -18 -3 22 -5 -17 -7 -26 -27 28 -23 -29
right_child=2 20 3 21 -6 8 -8 -9 -10 10 11 -13 -14 14 15 23 18 -19 -20 -21 -22 27 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.001580612181543464 0.0015491829187965847 -0.0024430625363219289 -0.0016894909950793803 0.00016480522520726805 -8.0821921053430727e-05 0.00097876312348786068 -0.0024272760877976436 0.0007226877836680808 0.00095156843188915093 0.00011051726764442168 -0.0020833346864142506 0.00082091304480799297 0.001189913833123307 -0.0021862223087595958 0.0020824177152722308 0.0010999230654642886 0.00079880841811692999 -0.0021129368667661547 0.0013359591014665943 -0.0008029997681321192 -0.00041290809243211928 -0.0012008460151672288 -0.0023267042422127431 -0.0013620649202726182 9.3938905682726089e-05 0.0019995651825230609 -0.001401769168715028 0.00019700490263981982 0.00012473870009243012 0.00095883640240820303
leaf_weight=0.79134321780293237 3.2414364144206038 0.95640001232095417 1.4556917204754416 0.79913589942589058 2.8978398643666878 1.5092075222419339 1.0251420270651577 1.6481615965603849 3.0164289913373059 2.7554670135723418 1.8322395870345647 0.32025855785468582 1.7566582849249233 1.4552803233964362 0.67239506449550379 0.42526569264009573 2.4833455348853017 0.49343598511768583 2.5424668253981508 1.3912902181618845 0.84259570017457008 1.9708629681845184 0.64266186243548873 0.80281301401555538 9.7066256595899159 0.20479672029614349 1.4478911910264285 23.477728020166982 31.469387651406578 5.5307476893067351
leaf_count=34 35 37 23 91 39 74 24 27 27 113 174 6 25 50 4 9 38 28 54 31 20 48 124 40 791 4 95 234 545 56
internal_value=9.59451e-05 -5.09262e-05 0.000174182 0.000117284 0.000779794 2.05403e-05 -0.000735429 -2.44724e-05 0.000100354 1.41908e-05 -0.000662135 -0.00165123 0.000147545 6.83966e-05 -0.0007173 0.000407521 0.000201699 -2.04848e-05 0.000664341 0.000223637 -0.0014922 0.00015845 -0.000945751 -0.000509514 5.9749e-05 -6.23519e-05 -0.000980285 0.000183944 4.66129e-05 0.000342255
internal_weight=109.565 38.0795 71.4855 65.3462 6.13928 36.2805 3.46465 2.4395 32.8159 29.7994 4.90797 2.1525 24.8915 23.1348 3.35575 1.90047 19.7791 13.362 6.4171 3.87464 1.799 63.8905 1.4418 1.22808 12.8685 11.3593 1.65269 62.4487 33.4403 29.0085
internal_count=2900 1705 1195 1121 74 1648 85 61 1563 1536 293 180 1243 1218 103 53 1115 992 123 69 57 1098 215 49 964 890 99 883 593 290
is_linear=0
shrinkage=0.00196078


Tree=732
num_leaves=31
num_cat=0
split_feature=6 6 0 5 0 9 0 17 9 7 0 5 5 2 7 0 10 9 3 12 4 5 3 16 19 4 5 7 9 16
split_gain=0.458184 0.650672 0.510996 0.598731 0.57353 0.738689 0.918334 1.29963 0.731205 0.655464 0.62483 0.923953 0.877869 0.440859 0.415247 0.411376 0.641802 0.648136 0.898248 0.405519 0.667546 1.52376 0.497839 1.10997 0.613848 1.43075 0.597156 0.722033 0.583179 0.59136
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.222050829800004 93.972365491700018 206.50942114985003 94.964406541850011 192.15389660515004 214.22994816675003 24.803585171000005 93.262612545250008 18.152162791050003 18.092020786850004 159.92742394165003 24.071745547300001 85.716110573100011 61.917879202350001 187.38923140910003 93.932038619750017 133.01805689090003 220.3182238473 21.788492303450003 93.308316333450009 22.604947139800004 14.251149826300002 249.12803587805004 22.852794041600003 22.892948161350002 198.36365860590004 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 -2 3 -3 10 6 7 -6 -7 14 11 -5 -12 -10 -8 16 -13 18 -18 -17 21 -21 23 24 -22 -26 27 -24 -25 -30
right_child=1 2 -4 4 5 8 9 -9 13 -11 12 15 -14 -15 -16 19 17 -19 -20 20 22 -23 26 28 25 -27 -28 -29 29 -31
leaf_value=-0.00014571982939518384 0.0012336854846989667 0.0016389248408602384 -0.0011401659040677647 -0.0014150352822644692 0.00069320059073702087 -0.0021776514364236078 0.00056918625923209776 -0.0021770367889221705 0.0011025169980647218 0.0013118368387301377 0.0016349149129969811 0.00019072127290696784 -0.0001318419965171755 -0.0012770110873640858 -0.00079451715157856861 0.00056590442206407585 0.0010247637591444254 -0.0014980654265969459 -0.0013696490626323792 -0.0013760801804190744 0.00066715305499442153 0.00099884645661800476 0.00025858761783287341 0.0016622335273341643 -0.0019145654838383928 0.00014201742893252495 0.00025051634738311934 -0.0018164393228536477 6.1886087606897577e-05 0.0013672563425120446
leaf_weight=21.619701812542189 2.1727400794625273 1.045994909480213 1.1698498774785537 1.39703486021608 1.0429228482535093 1.3630055659887141 1.8245179280638697 1.4494713831227271 0.60358725395053603 2.126684857532382 2.6687643416225901 9.6862856595398608 1.8177543347701428 0.59388689260231331 1.6213523076148701 13.958326038089579 1.3862996604293578 2.1097298237000359 1.0652057503248213 2.9209560044109812 4.3927312122541542 1.6118127815425394 1.1413202148396515 3.0593145666643959 1.5887365434318761 7.1701980428770185 4.7848295522853732 1.481723462231457 3.2668187245726585 2.2554808240383863
leaf_count=1334 34 11 36 19 15 66 24 57 10 25 26 363 31 31 31 148 15 106 85 32 53 16 16 30 15 90 90 29 33 29
internal_value=0.000108457 0.000174843 0.000146301 0.000165247 0.000145583 -0.000277967 1.33372e-05 -0.000976008 -0.00119551 0.000455834 0.000211997 0.000161861 0.000919097 -7.76091e-05 -7.2464e-05 0.000197462 -9.48559e-05 -0.00070131 -1.56346e-05 0.000284899 0.000168418 -0.000531577 0.000277299 0.000426924 6.89781e-05 -0.000231015 -0.000161673 -0.000913568 0.000975491 0.00059504
internal_weight=104.397 82.7773 80.6046 79.4347 78.3888 10.6254 8.06495 2.49239 2.56048 5.57256 67.7633 63.2768 4.48652 1.19747 3.44587 61.8798 14.2475 4.56124 2.45151 47.6322 33.6739 4.53277 29.1412 21.7333 13.1517 8.75893 7.40787 2.62304 8.58161 5.5223
internal_count=2900 1566 1532 1496 1485 259 152 72 107 80 1226 1169 57 41 55 1150 569 206 100 581 433 48 385 250 158 105 135 45 92 62
is_linear=0
shrinkage=0.00196078


Tree=733
num_leaves=31
num_cat=0
split_feature=6 0 7 7 18 5 18 10 8 17 17 6 0 5 5 19 0 7 9 8 5 15 10 3 5 5 7 17 16 16
split_gain=0.486229 0.582656 0.789899 0.747016 0.516206 0.933393 0.56499 0.496103 0.48106 0.654286 0.69378 0.426005 0.630159 1.09136 0.879725 0.879643 0.529406 0.886983 1.08735 1.07867 1.13919 0.812296 0.835216 0.7761 1.18215 1.17463 0.733773 2.15993 0.680669 0.433082
threshold=10.715250360100002 95.590817286200021 24.101221167900004 20.778835947700006 17.248993197150003 2.7861270712500006 15.078943968800003 90.740838818900016 1.8485574041500004 194.76181357870004 176.11179263395005 11.175261108200003 98.615332683000005 14.320088925450003 16.222050829800004 12.050972309250001 93.972365491700018 23.699538637550003 196.26893085885004 7.943800736700001 18.895511665650005 23.969938375100003 75.465019721650009 86.302194445500007 18.092020786850004 18.152162791050003 25.113507579400004 188.84204146815003 18.764956119400004 12.644970430600003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 5 -4 -7 -6 9 10 -3 -2 14 15 -13 29 23 -18 -19 -20 21 -21 26 24 -16 -25 27 -23 -28 -14
right_child=11 2 4 -5 7 6 -8 -9 -10 -11 -12 12 13 -15 16 -17 17 18 19 20 -22 22 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.00036611568753636408 0.0010774146669290125 0.00093286570252868481 0.00057634859062665822 -0.0021647450997271953 0.00044556782015562404 0.00094565536668283004 -0.0020602344000684434 -0.0013256677735409294 0.0013085515357495125 0.0011928568558920824 -0.0021125205730573946 0.001061890957881458 -0.00030515444684389628 -0.0013563934144087415 0.0016674166444430249 -0.0012898995529645294 0.00091788620720507821 -0.0021862881716200712 0.0013729480366485103 -0.0015366144937543696 -0.0021850540883658824 0.000590646732145623 0.0015497517946032597 -0.0015016017881920771 -0.00023295073866609687 0.00017188634854411127 -0.00030438986986049089 -0.0022810495019364809 0.0017556640197293179 0.0013239242573155597
leaf_weight=0.69767968542873759 1.7995033906772722 0.45725753178703443 0.95828103495296124 1.2548729570116846 2.5920709533384074 0.27145939529873464 2.1019237548462115 0.79425616910521046 1.8931802778970448 0.93458974629174907 0.77517034637276083 3.9588788063265374 0.93258248432539392 2.9595583430491388 3.1696912501938632 1.0761363145429639 2.27293815887242 1.2020174642093469 1.4221842577680934 1.4824409349821488 1.2735416685754888 2.1665683249011636 1.2022702917456625 1.6536488099955011 2.0872263450874016 64.886534511986611 1.3937854461255486 1.8814444774761794 1.1059560086578129 1.9172326028347013
leaf_count=12 41 19 40 106 118 9 202 296 29 28 46 53 45 144 27 40 57 40 20 25 75 23 12 21 35 1213 35 48 13 28
internal_value=8.60094e-05 -0.000274871 -9.63305e-05 -0.00126043 -0.000508995 -0.00105696 -0.00171643 3.01281e-05 0.000586462 -4.43797e-05 -0.000982616 0.000132024 0.000114672 -0.0004573 0.000157875 0.000220477 0.000116833 -0.000213015 -0.000408783 -0.000229662 -0.000446605 -0.0002068 4.75691e-05 0.000187598 0.000912888 0.000130297 -0.000228255 -0.000744067 0.000607036 0.000790819
internal_weight=112.575 12.7307 10.7782 1.95255 6.71799 3.33166 2.37338 3.38633 4.0602 2.16702 1.23243 99.8441 98.0446 6.88551 91.1591 3.92595 87.2002 15.4031 13.1302 11.9282 10.506 9.23247 7.75002 71.7971 5.25692 66.5402 6.54775 4.04801 2.49974 2.84982
internal_count=2900 905 787 118 665 251 211 414 122 93 65 1995 1954 257 1697 113 1644 348 291 251 231 156 131 1296 62 1234 119 71 48 73
is_linear=0
shrinkage=0.00196078


Tree=734
num_leaves=31
num_cat=0
split_feature=6 6 0 15 9 3 3 5 5 13 9 16 0 16 5 6 8 6 9 4 6 18 16 18 7 7 5 2 4 7
split_gain=0.386479 0.695993 0.511514 0.944092 1.26386 1.06512 0.939446 1.14268 0.950211 0.595254 0.589648 0.532523 0.438471 0.605094 0.585332 0.459732 1.15431 0.822198 0.737484 0.720596 1.10731 0.661888 0.647208 0.638403 2.05719 0.471215 0.416015 1.35155 0.72356 1.03693
threshold=13.665319288000001 13.775321858200002 93.972365491700018 29.049007317550004 206.08249486475003 84.807411725000023 86.302194445500007 18.152162791050003 18.092020786850004 102.76362357825002 202.89977928865002 18.714956236300004 86.530713386650021 22.654947022900004 20.206488238950005 15.785368822600002 8.1436447804000007 16.455384477450004 193.60452210450003 181.76113425110003 16.625388449550005 13.901940775400002 20.784951395750003 13.713893333650001 24.373474566200006 23.258134529300005 21.746930049350002 103.98563613345001 248.34582299520005 23.124786352450005
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 8 -8 -3 -6 -4 -5 14 15 -9 16 -14 18 -17 -19 -21 25 -20 -24 -25 -18 27 -16 29 -28
right_child=1 2 3 5 9 -7 7 12 -10 -11 -12 -13 13 -15 26 17 21 19 22 20 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00013781993072743503 0.0012733529184747743 0.001695264962474299 0.00022826698478630022 -0.0014031522359985536 0.00014355787189315283 -0.0022758922571299582 -0.0015139279447444621 0.0013967020251856369 -1.3224444081371962e-05 -0.0016916889219110941 0.0015141339629099148 0.00035780589238831119 0.0012178894468775666 0.0012198036490526877 0.00012618894322051621 0.0016375292133805797 -0.00060459692960395316 -0.0014170003315342858 0.0013150594876619641 -0.00059214845154211449 0.0015392246829050171 -0.001321048045384124 0.00080794422692232956 -0.0018963596028680545 0.00094774617098615022 0.00060151924624056734 0.00024436604493520664 -0.0016701988507894713 -0.00024192526880582047 0.0021448106916142854
leaf_weight=19.970931278814533 2.1237523220479479 3.1020061634480944 4.3778263155254518 1.0136027783155435 1.1443638042546811 1.5331115110602693 1.5672933168243606 1.1628197962418187 2.0980875918176025 1.6725847267080096 1.9962779767811296 1.893842924851924 2.0363148560863973 2.8106250911951056 5.2814835343160658 2.6687546297907856 2.7158320061862469 1.37827743962407 2.6000215951353294 2.4315605764277284 1.5248486874625085 2.304236123804003 3.322341613471508 1.8091238513588908 2.1278074085712433 2.3001278545707464 12.088722471817166 2.3165239940572064 12.295126070504919 1.2147401727270324
leaf_count=1334 34 26 60 61 21 73 19 13 31 50 17 24 25 36 59 24 22 16 29 35 17 29 23 23 23 18 360 36 354 8
internal_value=0.000108148 0.000164668 0.000136898 -0.000211059 0.000147615 -0.000953441 0.000203556 0.000140296 0.00100594 -0.000946134 0.000630982 -0.000256105 0.000180561 0.000353638 2.92927e-05 0.000264199 -8.78974e-05 0.000448627 0.000723136 -0.000196034 0.000229309 -0.000451138 0.000475624 0.000174968 -0.000359196 -5.15181e-05 -1.86053e-05 -0.000421504 0.000100981 0.000417896
internal_weight=106.883 86.912 84.7883 13.6316 9.19105 4.44056 71.1567 65.9566 5.20009 2.81695 6.3741 2.90745 64.3893 30.0299 34.3594 27.2192 9.35651 17.8627 12.528 5.33469 3.95641 7.3202 9.85929 7.25927 3.93693 5.01596 33.1966 7.59801 25.5986 13.3035
internal_count=2900 1566 1532 306 148 158 1226 1169 57 71 77 85 1150 320 830 284 94 190 122 68 52 69 98 69 46 40 817 95 722 368
is_linear=0
shrinkage=0.00196078


Tree=735
num_leaves=31
num_cat=0
split_feature=6 13 16 8 0 6 0 5 5 19 7 16 0 3 5 5 15 18 16 9 16 2 7 0 16 10 6 10 10 0
split_gain=0.351043 0.500937 0.464957 0.682793 0.58706 0.34871 0.33876 0.777935 0.68834 0.590129 0.538738 0.527352 0.466231 0.763067 1.11547 0.902343 0.672592 1.20294 0.765648 0.637543 0.51897 0.605314 0.494565 0.47188 0.435083 0.379693 1.00906 0.461809 1.58456 1.46072
threshold=10.715250360100002 107.54907905045002 18.054957779650003 7.1444245619500011 95.762878606550018 11.175261108200003 98.615332683000005 13.999568943650003 16.222050829800004 12.050972309250001 25.967949918250003 14.479966139550003 93.972365491700018 86.302194445500007 17.886193876600004 18.092020786850004 29.198705243000003 14.873215527100003 18.764956119400004 206.08249486475003 15.444963882950001 82.092636011950006 25.308871412700004 95.897301513100004 12.644970430600003 68.961639504150014 14.835346625500001 66.318885161900013 65.727424373200009 90.837623311600012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 8 9 -7 24 -9 -12 13 15 -15 -10 19 -18 -19 20 23 -22 -21 -14 -8 27 -27 28 -16 -29
right_child=5 -3 -4 -5 -6 6 7 10 12 -11 11 -13 16 14 25 -17 17 18 -20 22 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.002036048388217966 0.00097460576613270331 -0.0022352312413133337 0.00078945038237590798 -0.0018636379976126581 8.2718712864798431e-06 0.00094172768484576002 -0.00016545730773239912 -0.002068391276274902 0.0015828944488687673 -0.00099195013317787619 -0.0016734922418756915 0.00032377419055259641 0.0007629581843932267 -0.0017884975874646893 0.00015936820826211194 -5.8742438437130244e-05 -0.0019231294690526121 -0.0014043343386319971 0.00074608019252561447 -0.0016688614892262056 -0.00017102766535462098 0.0012153184179285272 0.00028612174216878392 -0.00096633048399952335 0.0016696748174027047 0.00054962961004819029 -0.0024907277426307719 0.0015022217541639639 -0.0021645379863315674 -0.00027146822623209054
leaf_weight=0.58222041759290011 1.8347768491366867 0.46302969055250365 1.6970731397159404 0.99237154365255342 7.4585340889498184 3.9583306387066832 0.80845181946642686 1.1431458845618183 3.0434188384097061 0.8293092600069939 0.80199316714424673 1.387743992032483 0.9318101257376824 1.1640439075417806 57.518080653411744 2.2309142805170268 2.108258916065096 0.95533358429383985 1.9077782640233634 1.2387183741666379 1.9252841090783475 3.2631875779479742 0.83143043238669623 1.7386819144012404 1.2880927212536333 0.97082056890940183 0.73928659012017306 3.6795207429677239 1.1506228062789876 3.4673331583617255
leaf_count=96 41 11 33 149 616 53 38 96 27 30 33 41 37 14 1056 35 80 65 25 34 28 33 20 26 19 27 18 45 16 58
internal_value=9.10593e-05 -0.000238392 -0.000152224 -0.000329139 -0.000139755 0.000127601 0.000111916 -0.000329617 0.000141687 0.000408188 -0.000977318 -0.000407726 0.000106051 0.000169797 0.00011461 0.000888522 -0.000210378 -0.000799117 2.85521e-05 8.43949e-05 0.000339399 0.000700888 -0.000883685 -0.000362933 0.000962027 0.000147417 -0.00076473 0.000171117 0.000113791 0.000641707
internal_weight=112.11 11.1932 10.7302 9.03313 8.04075 100.916 99.0816 6.25874 92.8229 2.92585 3.33288 2.18974 88.8645 73.964 68.6897 5.27433 14.9005 4.97137 2.86311 9.92911 7.85896 5.18847 2.07015 2.67049 2.09654 67.5257 1.71011 65.8156 58.6687 7.14685
internal_count=2900 905 894 861 712 1995 1954 257 1697 87 170 74 1644 1296 1234 62 348 170 90 178 124 61 54 63 57 1220 45 1175 1072 103
is_linear=0
shrinkage=0.00196078


Tree=736
num_leaves=31
num_cat=0
split_feature=6 13 6 13 10 2 14 4 4 16 9 9 10 7 5 10 3 15 0 5 5 7 16 19 16 9 0 3 5 5
split_gain=0.111849 0.287052 0.22142 0.193303 0.324626 0.300834 0.334926 0.341331 0.2565 0.199244 0.434056 0.46226 0.385354 0.25128 0.279278 0.262899 0.203557 0.179597 0.162858 0.473823 0.43245 0.336237 0.351315 0.311401 0.306957 0.192644 0.188974 0.603521 0.942558 0.737714
threshold=10.715250360100002 107.54907905045002 11.175261108200003 105.64833915220002 67.649671936450019 127.74713841330002 234.77501868895004 248.34582299520005 256.08338064055005 17.924958083650004 93.169089829900017 58.059373288650008 78.285212300550015 22.806258769100005 5.2595069053500012 90.740838818900016 73.074980443700014 22.738238853600006 98.615332683000005 13.999568943650003 16.222050829800004 25.967949918250003 14.479966139550003 12.050972309250001 12.644970430600003 206.36238950785003 93.972365491700018 86.302194445500007 18.152162791050003 18.092020786850004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -7 -8 -9 10 11 12 -10 -14 15 16 -15 -16 20 23 25 -21 -23 24 -20 -4 27 29 -29 -22
right_child=2 -3 18 -5 5 6 7 8 9 -11 -12 -13 13 14 17 -17 -18 -19 19 21 26 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.099089308709627538 0.042704220717083664 -0.10169413477195761 0.060652228775308042 0.070756295673541345 -0.077834808284604831 0.086118432150465121 -0.1005682639464035 0.074923209421867448 -0.097861661287355364 0.052057497509329871 -0.072648635238851761 0.07645401831713286 0.05931069982308923 0.053664074541717503 -0.096911350611835076 -0.095493222293462895 -0.031251984267536406 0.045048078470656089 -0.012917852715135323 -0.098638841659438634 0.074549340566248637 -0.079765758087986138 0.016544304193330823 -0.042356664079268538 0.077815429744844677 0.0093272343887126387 -0.01054508730186623 -0.074997332797462124 0.0025014701625032097 -0.0084725045909685333
leaf_weight=0.34245277504669402 1.162278510397299 0.29341357044177119 1.5722688096575432 0.27589037269353855 0.46462853351295041 0.38309121926431533 0.31302620305905282 0.38345651995041397 0.40804072738683395 0.48423990979790676 0.83471751537217631 0.62430135544855136 0.51791299009346436 0.75759189730160847 0.44684715163748467 0.1853667408649925 0.3746283121581655 0.096165697832475416 0.55671375890960806 0.74329773175122715 2.2135366281727324 0.54589687773841411 0.87603173695970327 0.55946397222578514 0.81693572457879782 1.1062981900759039 10.848383930715498 1.4326821940485377 50.995215372287021 1.6654636835155541
leaf_count=29 41 11 32 6 124 14 36 21 66 18 174 17 25 43 105 159 40 17 38 96 27 33 41 30 19 21 348 21 1213 35
internal_value=0.000819591 -0.0104118 0.00189432 -0.00652586 -0.00974833 -0.00487186 0.000963641 -0.00504821 0.000799381 -0.00521 -0.0117418 0.00316356 -0.0132565 0.00125777 -0.0149017 0.00853554 0.0255671 -0.0717708 0.00125276 -0.0170037 0.00232417 -0.0472785 -0.0204304 0.0169062 0.041043 0.039454 0.000843203 0.00303733 0.000383682 0.0389036
internal_weight=82.2802 7.18577 75.0945 6.89236 6.61647 6.27401 5.80939 5.4263 5.11327 4.72981 4.24557 3.41085 2.78655 2.37851 1.8606 1.31759 1.13222 0.543013 73.9322 4.09834 69.8338 2.16523 1.42193 1.93311 1.37365 2.67857 67.1553 56.3069 52.4279 3.879
internal_count=2900 905 1995 894 888 859 735 721 685 664 646 472 455 389 364 242 83 122 1954 257 1697 170 74 87 57 53 1644 1296 1234 62
is_linear=0
shrinkage=0.0942322


Tree=737
num_leaves=31
num_cat=0
split_feature=6 6 8 8 0 18 0 9 15 0 0 6 5 9 16 2 0 16 6 8 12 16 5 13 16 18 9 4 5 2
split_gain=0.415407 0.700624 0.493946 0.577533 0.474489 0.552466 0.685945 0.992918 1.19486 1.04556 0.609455 1.10676 0.845346 0.526036 0.468917 0.652309 0.428066 0.565092 0.676063 1.06943 0.609179 0.573248 0.555207 0.530769 1.54664 0.921509 0.788711 0.755385 0.436548 1.2274
threshold=13.665319288000001 13.775321858200002 8.1436447804000007 8.543332867800002 97.835679825150024 15.556223714900002 94.047642319350018 206.08249486475003 28.777417478550003 95.002044955650021 93.262612545250008 14.855347092800002 18.152162791050003 214.22994816675003 15.444963882950001 83.677637406800017 86.530713386650021 22.654947022900004 15.785368822600002 8.1436447804000007 131.64402048350004 20.914951091750002 20.206488238950005 117.38883580790001 22.604947139800004 13.5538556217 193.60452210450003 171.27730165960003 21.495293572000005 103.98563613345001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 14 -10 12 -12 -3 -9 -8 -16 22 18 19 -18 -21 -22 -14 26 25 -25 -20 -28 29 -24
right_child=1 4 3 -5 -6 -7 7 13 9 -11 11 -13 16 -15 15 -17 17 -19 23 20 21 -23 28 24 -26 -27 27 -29 -30 -31
leaf_value=-3.4012325335638704e-05 0.0011970312178283757 -0.0013107701857754696 -0.0015000170229851838 0.00058642755505649007 -0.0010869000680047384 0.0010714613019774711 -0.00040715091198225339 -0.0021950646291279165 -0.0022307974337718111 0.00045953925577307895 -0.00048498546020487129 0.0015175814713416977 0.0013597930882247801 -0.00030287730995279109 5.4335921210022443e-06 0.0015915683211887549 0.0011087745476979854 0.0011817826803854198 0.0018513540917131778 0.00053999205177221899 -0.0014002801196857058 -0.00013874873221910504 2.3501912157090946e-05 0.00019837768403860277 0.00099310194619995945 -0.0018406204705690235 -0.00055860003825117352 0.00081888173762499194 8.639438590628715e-05 -0.0019915460770312215
leaf_weight=20.922470141402304 2.4315345659852019 1.5099989159498353 1.9016883163712912 0.69701016054023046 1.2150646953377862 2.4152782295132047 1.6635108534246663 1.4593188237631687 1.4447158700786533 0.90222172578796733 1.5777728483080853 3.2398879874963313 1.1672671698033799 0.92159583821194235 1.9132990003563466 2.0811851844191551 1.9703961674240469 2.8277863692492238 2.0546646490693119 1.6130254808813331 3.0523225674405694 2.535012811422348 4.5548994808923444 1.6221481710672372 3.4144600629806519 1.7952994541265068 1.9937168881297092 6.5888771759346128 28.688208640402081 1.5602909694425759
leaf_count=1227 34 18 91 16 36 52 16 59 54 24 30 30 12 25 29 14 25 36 17 16 31 22 49 11 30 30 24 75 742 25
internal_value=9.73787e-05 0.000159114 -0.000134153 -0.000940401 0.000129694 0.000147174 0.00012 -0.000350982 -2.03397e-05 -0.00119656 0.000188159 0.000861745 0.000139687 -0.00146264 0.000467559 0.000831833 0.000173157 0.000348372 0.000259906 -0.000171206 -0.000521476 -0.000827915 2.96186e-05 0.000486227 5.97549e-05 -0.000872776 0.000760133 0.000498896 -1.4994e-05 -0.000490638
internal_weight=111.735 88.2138 23.5212 2.5987 85.7822 84.5672 82.1519 10.3858 8.00493 2.34694 71.766 4.81766 66.9484 2.38091 5.658 3.99448 65.4384 29.4677 26.6399 9.17076 7.20036 5.58734 35.9707 17.4692 6.83191 3.41745 10.6373 8.58259 34.8034 6.11519
internal_count=2900 1566 1334 107 1532 1496 1444 221 137 78 1223 60 1163 84 59 43 1145 317 281 94 69 53 828 187 71 41 116 99 816 74
is_linear=0
shrinkage=0.00196078


Tree=738
num_leaves=31
num_cat=0
split_feature=6 6 0 10 3 4 8 17 7 2 13 3 5 5 6 6 14 16 0 10 13 7 0 13 6 10 5 5 9 13
split_gain=0.101324 0.477355 0.285273 0.420659 0.378898 0.478125 0.473814 0.527145 1.00986 0.855549 0.63521 0.449719 0.764935 0.711401 0.248289 1.10763 0.494776 0.293725 0.528028 0.945134 1.04082 0.431373 0.358829 0.586312 0.308053 0.265508 0.410697 0.520148 0.736928 0.677755
threshold=13.665319288000001 13.775321858200002 97.835679825150024 75.465019721650009 85.54673771085001 144.53986173305 7.943800736700001 188.07781354100004 25.113507579400004 147.87428232835001 108.61908538635001 86.302194445500007 18.310380701750002 17.886193876600004 14.815346158200002 15.025351064900002 300.56212796890003 18.564956587050002 92.031298721500022 66.697957758300021 113.13031812925001 19.152455927400002 90.437043050150024 113.92610173585001 15.745367888000002 65.461267018300006 20.206488238950005 21.042547594650003 198.78883073475004 117.56358558635002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 10 -9 -10 -8 12 -6 -13 16 -16 -15 21 19 20 -19 -17 23 -22 -25 26 -26 28 29 -28
right_child=1 2 -4 -5 11 6 7 8 9 -11 -12 13 -14 14 15 17 -18 18 -20 -21 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.005852119231992082 0.049492143188926342 0.076058817968001124 -0.047781665144783422 0.043838724561793413 0.064563264835652001 0.028870643270149574 -0.041066682515011381 -0.097026410592748871 0.050449598894293825 -0.071553075708886554 0.045896662042788999 -0.076517849718850617 -0.01275692770297312 0.075461150145116535 -0.088429472885627747 0.010205238675579651 -0.01597991465463135 0.089253986868047641 0.055124131013697029 -0.075229733984357505 -0.052458248099210771 -0.10573479624087805 0.045002594882279791 0.035387848918523868 0.040559105646213657 -0.036406166351699402 0.035499123812338954 0.0043541203518400635 -0.077198442710337364 -0.046073995140404583
leaf_weight=14.466048135620438 1.5781869450584043 0.39344987459480663 0.89460482727736135 1.7484094570390869 2.2577439686283465 1.1514144997927358 1.4059084074688146 1.9049886340217201 0.95013134065084137 0.80443103898869595 1.163267405121587 0.88409645378123869 1.6997272189473731 0.98724821250652783 1.0257427144133533 0.51776038795833201 0.82173541613155976 1.0678618475794781 1.4818550539202977 1.1607037829235185 1.5112804640084494 0.45866241445946798 1.4381291512399901 2.0814842227846375 2.0205639058258376 1.386201974004506 1.642120556905865 30.055870123451314 1.4989755146671084 1.4566848613321779
leaf_count=1334 34 5 36 30 29 31 35 75 17 61 12 12 34 27 24 91 17 17 18 31 22 121 20 23 27 15 22 636 25 19
internal_value=0.000759181 0.00217713 0.00104352 0.00171575 0.000550948 -0.0174486 -0.0224337 -0.0319176 -0.0531377 -0.00548614 -0.00169156 0.00307412 0.0313544 0.000900826 0.00225316 0.00107924 0.0339238 0.0030009 0.00398682 0.00231475 0.00435297 -0.0442561 0.002249 0.000772881 0.00277695 0.000993495 0.00240712 0.000182574 -0.027087 -0.00284673
internal_weight=81.9153 67.4492 65.8711 64.9764 63.228 7.77359 7.38014 6.22873 3.65955 1.75456 2.56918 55.4544 3.95747 51.497 50.6129 48.8039 1.80898 47.7782 46.8017 45.3199 44.1592 0.976423 43.0913 41.6532 40.1419 38.0604 36.6742 34.6537 4.59778 3.09881
internal_count=2900 1566 1532 1496 1466 236 231 200 153 78 47 1230 63 1167 1155 1111 44 1087 875 857 826 212 809 789 767 744 729 702 66 41
is_linear=0
shrinkage=0.087056


Tree=739
num_leaves=31
num_cat=0
split_feature=8 13 5 17 16 3 13 8 6 13 6 6 18 18 16 4 3 3 5 17 16 2 19 7 16 5 3 5 7 16
split_gain=0.088348 0.213682 0.358556 0.45079 0.170958 0.248052 0.202094 0.186359 0.356286 0.20759 0.156959 0.242219 0.16438 0.872107 0.470501 0.7949 0.570017 0.912023 1.08099 0.84089 0.866636 0.693635 0.673695 0.659908 0.914205 0.553131 1.07728 0.51084 0.40486 0.766762
threshold=10.441851282850001 119.04223755815001 32.00428233840001 163.09717696605003 22.724946859200003 94.383699585650007 117.75715457175001 9.3427090425500019 16.855393823600004 112.82921081865001 16.625388449550005 16.585387514950003 13.482409244300003 13.5308213324 22.604947139800004 284.07317522340003 89.227236891450005 88.727183679150016 21.042547594650003 195.76335783930003 22.534947303500005 205.16057895720004 14.551174033150001 23.724432465350002 22.474947443800005 20.361635946650004 87.240466333050009 20.102686929350003 23.124786352450005 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 4 3 -3 6 -6 7 8 10 -10 11 12 28 -14 16 -16 17 18 25 23 -21 -20 -22 24 -18 26 27 -15 -1 -30
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11 -12 -13 13 14 15 -17 19 -19 21 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00082380171533137777 0.034882605163105596 0.05308988261280425 0.042144429871443859 -0.093309001977361666 0.047891169690423133 -0.00446594697869971 -0.044535907714003349 0.033161172758569432 0.012613801744831992 -0.096878722458885957 0.031237335253486553 -0.048993092891937422 -0.086606518030320004 0.003028764880607398 0.081207867346100235 0.0042539367406285705 0.054059620940189151 0.05651432555224651 -0.21670497003987332 -0.082576343309490347 -0.042202891500440598 -0.049323838442833161 0.044834770142591719 0.070048863757400687 -0.1200012763383371 0.064127340261493748 -0.087147803118936232 -0.08646732264589703 0.079094909321666504 0.0043359468884523363
leaf_weight=18.475674913323022 0.5921022433321913 0.21076517575420328 0.35299800313077867 0.77809974514821079 1.4644640843616792 1.3913716515526173 0.78615939160226744 1.3708087061095273 0.19299156671968276 0.46669994784679147 1.3038307283350139 0.78222425378771632 0.94810785190202196 27.640057422127953 1.4095239154994477 4.2487112414091825 0.48645484611915835 2.189335098169976 0.26437136437743791 2.4916949142170779 2.0400301160989334 0.74628702810150571 1.068466637691017 1.0929321534931657 0.46569602843374014 1.0323343327618193 1.1267040371312749 0.51221185270696779 1.6375899742997706 3.1871119905845262
leaf_count=441 14 11 9 68 23 20 34 42 43 91 39 21 20 1505 16 79 35 38 21 44 43 56 14 8 8 31 38 22 18 48
internal_value=0.000708193 0.000455775 -0.0346811 -0.0621058 0.00105395 0.0223826 0.000252124 0.000720474 0.000117974 -0.0648469 0.000703854 0.000149742 0.000690678 -0.00229221 -0.00058465 0.0234239 -0.00388537 0.00110605 -0.00276686 -0.0257641 -0.0435603 -0.0931079 -0.0122859 0.0229683 -0.0310734 0.000245345 -0.00200704 0.00140044 0.00680523 0.0297105
internal_weight=80.7558 80.1637 1.34186 0.988865 78.8218 2.85584 75.966 75.1799 73.809 0.659692 73.1494 71.8455 71.0633 47.7629 46.8148 5.65824 41.1566 33.5113 31.322 7.64527 5.60019 1.01066 3.1085 2.04508 0.952151 30.3113 29.279 28.1523 23.3004 4.8247
internal_count=2900 2886 88 79 2798 43 2755 2721 2679 134 2545 2506 2485 1978 1958 95 1863 1711 1673 152 101 77 57 51 43 1596 1565 1527 507 66
is_linear=0
shrinkage=0.0887971


Tree=740
num_leaves=31
num_cat=0
split_feature=6 6 10 12 7 10 6 15 18 2 5 13 8 5 15 16 5 18 0 5 9 18 2 15 16 16 18 18 3 15
split_gain=0.319087 0.86944 0.427879 0.37111 0.34554 0.500275 0.579136 0.46956 0.443872 0.364872 0.428166 0.403921 0.586024 0.327906 0.578004 0.313051 0.793958 0.771681 0.762633 0.571995 0.783844 0.306288 0.386742 0.304469 0.407688 0.775901 1.104 0.586378 0.519822 0.33022
threshold=13.075305502400001 12.380289263450001 64.221887820150016 119.83795109915002 22.969987962250006 78.285212300550015 12.085282370700002 32.393814985100008 16.946027197700001 146.11720701395004 13.361597395450001 98.362617618700014 7.1444245619500011 10.293758831600002 17.382777826050003 14.994964935250001 15.299679811400003 17.140917755100002 97.835679825150024 16.316541761950003 68.670253264700008 16.433295803950003 285.16564649850005 21.595769066000003 15.689963310050002 17.844958270700005 13.809421053700001 15.150044688000003 98.609955766700025 28.566186095050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 -6 -7 11 12 13 14 21 17 -17 18 19 -2 -21 -11 -23 -18 27 26 28 -25 -26 -27
right_child=15 -3 3 4 5 6 -8 -9 -10 10 -12 -13 -14 -15 -16 16 23 -19 -20 20 -22 22 -24 24 25 29 -28 -29 -30 -31
leaf_value=-0.0022985415776521157 0.0020549957713068652 -0.0016866090719399641 0.00088016122108942549 0.00038389675801526595 -0.0020921439286008614 -0.001473087452296808 0.0017158462222522173 0.00035248946510873543 0.00061087802213178016 0.00087554093077418034 -0.0012505413720667736 0.0010538220194958592 -0.0020411827609574805 0.0010611490165276015 -0.0020309077082470138 0.0017077303766993802 -0.00087273764158186733 0.0013043438986770903 -0.0022486747325752652 0.0007095382096370806 -0.0021677089286912328 -0.0020015513868040526 0.0002351051405768981 0.00010277640377504226 0.0018445008193683499 0.000544723427581869 -0.0021309115006163705 0.0015958589961382736 -0.0019893943958963775 0.00011712646078166013
leaf_weight=0.31130048329942539 0.36728777736425389 1.293182375608011 1.7371441206851184 4.4633931896678396 1.3686368982889683 0.77416849374276164 0.66105118952691544 0.63574188388884056 0.2816338026896118 1.2640833392506472 0.99550628574797873 1.4183797871810382 0.55023109033209028 1.0484200094942933 0.55034354212693859 1.2749745841138054 1.1076726125702396 0.78564903617370863 1.0201660825405268 0.75218980692443416 0.70542239244969096 0.43075825406413037 0.95878007686405908 2.2813497720053411 0.54225607882835847 7.7770715671067583 1.3182066837907767 1.8164882177952675 0.18146935003460385 64.803343657804362
leaf_count=7 3 76 84 181 114 119 15 13 8 39 55 44 87 34 83 14 54 16 40 30 89 159 110 29 15 190 74 25 66 1027
internal_value=9.62022e-05 -0.00013531 -2.03442e-05 2.10371e-05 -7.58664e-05 -0.000263483 -4.79281e-05 -0.00107928 -0.00163085 -0.000193841 -5.66071e-05 0.000134451 -0.000137072 0.000109308 -0.000202159 0.000147412 0.000172629 -0.000415878 -0.000890907 -0.00013188 -0.000682927 0.000177111 -0.000458261 0.000148111 0.000162475 0.000129408 -0.00106262 0.00076463 0.000883177 0.000162944
internal_weight=103.476 18.7428 17.4496 17.1383 15.4011 10.9377 8.65172 2.28601 1.65027 7.99067 7.2165 6.221 4.80262 4.25239 3.20397 84.7335 81.1028 3.63072 2.84507 1.8249 1.45761 2.65362 1.38954 79.8279 78.7202 74.6223 2.04193 4.09784 0.723725 72.5804
internal_count=2900 1228 1152 1145 1061 880 745 135 122 730 611 556 512 425 391 1672 1494 178 162 122 119 308 269 1480 1426 1372 155 54 81 1217
is_linear=0
shrinkage=0.00196078


Tree=741
num_leaves=31
num_cat=0
split_feature=15 5 5 7 0 15 13 17 17 5 16 4 6 9 19 13 15 3 5 5 2 13 5 5 15 7 2 4 3 7
split_gain=0.0974011 0.346144 0.279625 0.341324 0.230009 0.138795 0.328261 0.535347 0.675679 0.179888 0.159494 0.389149 0.635587 0.476555 0.223032 0.216063 0.472006 0.309408 0.346606 0.51019 0.679873 0.233758 0.202092 0.837351 0.917213 0.754887 0.748289 0.70605 0.493063 0.839758
threshold=46.074827201850006 24.375372008600007 24.437854605800002 23.539316666200005 79.882156430000023 42.80317728375001 117.69263157665002 203.55281641305004 193.92177542215003 23.442459712300003 22.674946976100003 254.49455531690003 16.555386813950005 192.33792147965002 14.651182102100002 117.62810858150002 42.133814420300006 93.647062057900015 21.964328598750004 22.782602051550004 131.42729508740004 117.60660091645001 21.850554661550003 20.950952025950006 37.128521979500007 23.425421956250002 103.98563613345001 279.78379849440006 91.334988065750011 23.9444576715
decision_type=2 2 2 2 2 2 2 2 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 10 7 8 9 -7 14 12 -12 -14 15 16 21 -17 -19 -20 -21 22 23 -1 26 -26 -25 -27 -24 -30
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 17 -18 18 19 20 -22 -23 28 24 25 27 -28 -29 29 -31
leaf_value=0.003609845265223293 -0.08120548942292069 0.070782254239899131 0.019296363924479122 0.013850823034325162 -0.097654653177104686 0.045320820756318478 0.051235357477219967 0.064469578729122054 -0.065425145593194775 -0.0050061081408141073 -0.082635750802379948 0.029623718546215278 0.035138599429568179 -0.043133914842541511 0.035311229383474849 0.048182025229201383 -0.06274616286817794 0.040443234769690167 -0.1100699917560217 0.072686550563086524 -0.098149191093309954 -0.054308366433069057 0.050258969015208328 -0.02326493211086729 0.01892333391518506 -0.095885609683761405 -0.13903716423873158 0.003529732133393808 0.010515965744929308 -0.099313511902597504
leaf_weight=40.097137744260181 0.55855126923415754 0.39316896925447542 0.19807645864784751 1.3017459153197704 0.52117378760158317 1.0254608382238073 1.561699043959379 0.95389491785317648 1.3533896870176247 1.4825585596263406 1.2952502928674214 1.2466602554777635 1.3379321070387962 1.3177624418167395 1.6177332564257074 1.9179309923201788 1.0331595305469807 0.94788932614028487 0.46978026069700696 0.53994734545995016 0.31470858797547407 0.66282948685693455 2.3012442232866297 0.89083680095791251 3.1349545605480671 1.3074270647484811 1.0244719639449611 1.1425329020421484 7.5304460892302796 0.64507404714822758
leaf_count=1789 21 6 4 38 85 14 25 22 35 36 18 30 18 38 23 22 15 10 7 28 39 11 59 13 32 16 45 28 363 10
internal_value=0.000743449 -0.015666 -0.000502555 -0.0143705 -0.0654472 0.00137571 0.0144298 0.00249296 -0.0128173 0.0155712 0.000199521 -0.0153783 -0.029578 -0.00370042 0.00143419 0.000577351 -0.000844364 0.0208568 -0.00220676 -0.0327311 0.00977998 0.000244463 0.000867103 -0.00168974 -0.030022 -0.0111026 -0.0851899 -0.0495235 0.0124832 0.00185008
internal_weight=80.1254 2.97272 2.41417 2.021 0.71925 77.1527 6.377 4.8153 3.86141 2.50802 70.7757 5.19761 3.95094 2.65569 65.5781 63.9604 59.7701 4.19026 2.27233 1.32444 0.854656 58.737 58.0741 47.5974 7.50022 5.58491 1.91531 2.44996 10.4768 8.17552
internal_count=2900 154 133 127 89 2746 132 107 85 50 2614 104 74 56 2510 2487 2381 106 84 74 67 2366 2355 1923 134 76 58 44 432 373
is_linear=0
shrinkage=0.0923845


Tree=742
num_leaves=31
num_cat=0
split_feature=6 15 5 14 15 13 12 13 4 17 17 17 3 7 9 0 10 18 6 5 16 0 16 10 6 8 18 7 6 17
split_gain=0.103785 0.547822 0.455066 0.390268 0.923531 0.561153 0.406058 0.440736 0.505445 0.301094 0.249981 0.279808 0.522015 0.422136 0.338888 0.343262 0.320321 0.998483 0.343154 0.6685 0.47633 0.443318 0.309662 0.276523 0.320599 0.271994 0.345159 0.239279 0.93753 0.410146
threshold=14.835346625500001 38.469938489650012 17.671168838450004 169.50964292540002 27.122924609850003 104.51649827935002 94.472960382900013 109.51703040195001 178.77399478955002 206.02826764000002 166.83257850275001 174.63059628235001 84.431027586750005 20.778835947700006 216.18094582280003 86.530713386650021 71.343613407700005 14.752187928300001 13.665319288000001 14.624842172000003 14.994964935250001 97.550703263350016 11.599972874200001 75.922057603850007 11.060258421150001 8.1436447804000007 15.532509816950002 23.974509389900003 15.135353635100001 203.08534335880003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -5 8 -8 -3 -10 22 16 -14 15 -15 -13 -18 19 23 -20 -21 -12 -19 -25 -22 -27 28 -4 -30
right_child=2 9 27 6 -6 -7 7 -9 10 -11 11 12 13 14 -16 -17 17 18 20 21 25 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.067919557605808284 0.052484634198832487 -0.10369063666125904 -0.083491694359879062 0.076039624283258722 -0.10874456056397244 0.034484537034962175 -0.079044654101103895 0.040067715198775888 -0.058791984205966485 -0.013562696951472447 -0.044440311645422857 0.040117589921500107 0.033267065978905157 0.053801455726435736 0.042078929399663227 -0.093033103408201506 -0.097884734777128571 -0.091923426672017444 -0.025156285251001467 0.035707821197005024 0.06885541109901186 -0.082301431687183194 0.05391314610819619 -0.0063574281758634974 0.032300636341801664 -0.017567133810334548 0.058656754247253549 0.013772461991914576 0.0024830499023923542 -0.046846204933483973
leaf_weight=0.62130049137341048 1.4237635703757394 0.64676375074850401 1.0702244560234238 0.5792036689636032 0.86480418080463994 1.3149043400771914 0.66877799428767204 2.0482546494167755 0.56548681627009756 0.53323078248649836 0.30950066939840581 1.6738507860573033 0.44512765354011152 0.13868076838116383 0.20775720814708609 1.3244093528192022 0.79123969853389908 0.22129231737926414 1.139052627258933 0.31491472711786617 1.537071544735227 1.2368062002351505 1.3683695919171439 4.2924496175328386 2.7916335838381201 0.99020330107305177 0.888933643582277 10.134001097787403 37.763937261569481 1.3774840893456701
leaf_count=34 23 37 25 19 24 27 28 27 150 20 57 58 16 10 6 175 46 20 24 6 34 102 42 598 101 24 20 196 922 29
internal_value=0.000636071 -0.00377084 0.00297822 -0.00111853 -0.0324516 0.00162452 0.00261088 0.000758017 -0.00309341 -0.0629625 -0.000583402 0.00108991 -0.00214405 -0.0435744 -0.0640456 -0.0791152 0.00337734 -0.000952389 0.00476597 -0.00541999 0.0245712 -0.058352 0.0357708 0.0058232 0.0088766 0.0411517 0.0184909 0.00157819 -0.00149497 0.000747031
internal_weight=79.2834 27.514 51.7694 26.334 2.80101 1.9362 23.533 22.9538 20.9056 1.17999 20.2368 19.6713 17.9934 2.11597 1.67085 1.46309 15.8774 14.2036 13.4124 8.8571 4.55526 1.55172 1.67787 7.30538 7.08408 3.41621 1.87914 50.3456 40.2116 39.1414
internal_count=2900 1705 1195 1648 85 61 1563 1544 1517 57 1489 1339 1240 207 191 185 1033 975 929 827 102 108 99 719 699 78 44 1172 976 951
is_linear=0
shrinkage=0.0887971


Tree=743
num_leaves=31
num_cat=0
split_feature=19 10 10 8 5 6 6 0 7 7 17 7 9 10 13 16 10 13 5 0 3 5 18 7 10 13 3 16 16 0
split_gain=0.350448 1.16375 0.946757 1.08587 1.11028 0.929811 0.769071 0.87724 1.40505 0.908329 0.720737 0.648252 0.771509 0.656263 0.595883 1.42401 1.33018 0.876203 0.9033 1.02366 0.830917 0.729759 0.948958 0.699225 0.592231 0.580702 1.27806 1.02577 0.708061 0.742143
threshold=14.451165964200003 64.434276012450013 62.837331883000012 8.4434108459500017 22.204885925350002 16.425383776450001 16.465384711100004 86.597924839850023 23.789355599150003 22.726915405250001 195.89498576185002 22.638073512250003 188.78154115175002 61.885617704800005 112.82921081865001 19.974953289850003 66.318885161900013 113.92610173585001 22.852794041600003 86.530713386650021 93.017962855400015 21.269675393700002 13.373311100250001 22.806258769100005 61.971648364950006 109.72404167800001 86.130133125200004 19.214955067100004 18.684956306450005 94.157869102700019
decision_type=2 2 2 2 2 2 2 2 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 10 -2 14 8 9 11 -5 12 13 -8 15 25 17 -16 19 23 -20 -21 -23 -19 -7 27 -27 28 -1 -30
right_child=1 -3 -4 4 -6 24 7 -9 -10 -11 -12 -13 -14 -15 16 -17 -18 18 20 21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-6.9611668003775892e-05 -0.00026953230058863933 -0.0010607442315982805 0.0012924992414954986 -0.00032617897895946768 0.00024612719601318616 0.00036283189084849364 -0.00020538618200081855 -0.0012862189922383254 0.0018070903218046753 -0.0010158774874127203 -0.0021626238997204199 0.0015974604994784007 0.00071723731920412702 -0.00189849469501693 -0.0013014575385315243 -0.0016722015889460578 0.0016445989293693702 0.00042833993884193049 -0.0015127674382496461 0.00026624065501919177 0.00019587973753292933 0.00034533015661270249 0.0019185824600734893 -0.0010851024868287111 0.001520042563761894 0.0017890313231290888 -4.629751405297094e-05 -0.0015402692928186809 0.0016297010834955435 0.00010287816952772579
leaf_weight=31.741164488677896 2.7420646787504754 2.2484000658150753 3.944975026883184 1.8570816633291527 6.7107622981420718 2.7709437567973509 3.9504106578024238 3.0805163267068556 1.3045198200270522 4.7305737943970589 1.4736206065863369 0.93141301709692914 2.6817630815785378 1.1324990974098907 1.3885066158836767 1.8974035568535317 2.7878914438188067 2.7704235427081612 1.7545622941106547 4.3932212470099312 2.9075358669797424 2.4032572843134403 3.8123574126511812 2.0363479778170586 4.4005734702222981 2.2741575092077246 4.0685011647292413 1.6516772438772012 2.0506181898526838 3.0362175777554512
leaf_count=1618 38 30 37 24 109 36 225 39 13 78 19 12 56 45 13 40 28 25 22 40 63 17 27 21 37 17 39 39 19 74
internal_value=8.83976e-05 0.000287908 0.000414783 0.000241264 -0.000213209 0.0007016 2.96393e-05 -0.000334643 -0.000135654 -0.000324409 -0.00113869 5.1742e-05 -0.000133675 -0.00058262 0.00012106 -8.39028e-06 0.000370415 0.000204933 0.00030911 0.000537827 -0.000447163 0.000877937 0.00131029 -0.000212817 0.00107292 6.20416e-05 0.000611759 -2.85691e-05 3.92283e-05 0.000718375
internal_weight=114.934 26.1484 23.9 19.955 10.0415 9.91358 88.7855 17.8117 14.7312 13.4267 3.3307 8.69609 7.76467 5.08291 70.9738 46.7197 24.2541 21.4662 20.0777 15.4156 4.6621 10.6088 6.21561 4.80677 7.17152 44.8223 6.34266 38.4797 36.828 5.08684
internal_count=2900 330 300 263 152 111 2570 468 429 416 43 338 326 270 2102 1846 256 228 215 130 85 84 44 46 73 1806 56 1750 1711 93
is_linear=0
shrinkage=0.00196078


Tree=744
num_leaves=31
num_cat=0
split_feature=6 6 0 5 0 9 0 15 15 18 9 0 16 10 16 0 10 9 0 5 16 6 15 9 5 17 3 0 9 14
split_gain=0.416129 0.473318 0.47101 0.569395 0.48348 0.847067 0.893289 1.01558 0.80725 0.840829 0.790901 0.513806 0.781509 1.05216 1.57802 1.16303 0.765628 0.890415 1.16333 0.699919 0.61386 0.611446 0.433178 0.566607 1.21332 0.520051 0.414239 0.62116 0.92682 1.08771
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.222050829800004 94.047642319350018 206.50942114985003 94.964406541850011 28.777417478550003 23.969938375100003 14.752187928300001 214.22994816675003 85.716110573100011 19.214955067100004 66.697957758300021 19.974953289850003 90.437043050150024 61.917879202350001 187.38923140910003 85.613949164150014 18.092020786850004 20.784951395750003 15.185354803400001 43.132842597400007 191.62448690950001 28.372909273050002 188.84204146815003 93.770731131900007 86.530713386650021 185.90443620030001 168.39662374755002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 6 7 -6 -8 -10 -7 16 21 15 19 20 22 18 -18 -15 -14 -13 23 25 -25 -5 27 28 -22 -30
right_child=1 2 -4 4 5 10 8 -9 9 -11 -12 12 13 14 -16 -17 17 -19 -20 -21 26 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00015317878400815523 0.0010589188996275836 0.0015717427194660806 -0.0010677534458926432 4.6148467942895972e-05 0.00043360673290997507 -0.0022004417403172238 -0.00082710184155384116 -0.0022493539959096394 -0.00018855407891533874 0.0015752613276695164 -0.00011137473135445674 0.0014501187491619933 -0.00089225276751526712 0.00080405223881302446 -0.0022183623265701531 0.0014193273845539169 -0.001870429435215346 -0.0015865358210386026 0.00078973940276644186 -0.00081072570389122362 -0.0014034761211118706 5.2516262909098128e-05 0.00080862949869241912 -0.002369919745871904 0.00047029152308544276 0.0018536881738725676 0.00081774473595806632 0.00040596288827077188 0.0016262754338255316 -0.00011108897988069939
leaf_weight=22.763929653272498 2.1193131282925597 1.0528186559677113 1.2625913959927846 5.3119090684231214 1.0078663878375649 1.4515542863227895 1.4093691129237411 1.1746045222971586 1.7147046817699445 2.6373200584203005 1.3399112975457681 3.5420666759600854 1.8826542776077975 2.2025303132832041 1.6531405248679218 3.2439114153385153 0.9018351617851289 2.5131481023563538 2.1126697221770883 1.941884152125567 1.8525274675339485 1.8228855683119034 2.97137427330017 1.1075645661912861 1.2100640479475258 0.69165302265901107 4.455254115862771 21.744893131311983 1.5424557738006104 13.611048292892518
leaf_count=1334 34 11 36 263 14 65 17 53 38 25 41 44 18 16 37 36 81 106 19 29 22 31 38 35 17 10 45 199 15 171
internal_value=8.40512e-05 0.00014308 0.000121361 0.000138402 0.000121067 -0.000268545 5.79539e-05 -0.00101036 0.000462642 0.000880315 -0.00119768 0.000175873 0.000261419 0.00019067 -0.00059864 0.000285349 -0.000126712 -0.00072464 -6.09072e-06 4.74407e-05 0.000203765 0.000975246 0.00016597 -6.35138e-05 -0.000887008 0.00025439 0.000251522 0.000186423 -9.42935e-05 6.57551e-05
internal_weight=114.249 91.4855 89.3662 88.1036 87.0508 10.7353 7.94386 2.18247 5.76139 4.35202 2.79147 76.3155 59.4953 54.1303 5.79755 48.3327 16.8202 5.52765 3.0145 4.14441 45.0888 5.36495 11.2926 8.32119 2.31763 6.00356 43.2062 38.7509 17.006 15.1535
internal_count=2900 1566 1532 1496 1485 253 147 67 80 63 106 1232 663 588 82 506 569 206 100 45 470 75 363 325 52 273 452 407 208 186
is_linear=0
shrinkage=0.00196078


Tree=745
num_leaves=31
num_cat=0
split_feature=4 14 5 5 15 5 15 12 0 10 10 5 12 2 18 6 15 12 15 6 6 7 17 2 5 4 10 15 6 15
split_gain=0.105619 0.340303 0.873758 0.817335 0.604183 0.467851 0.557044 0.320561 0.311907 0.887227 1.02638 0.467529 0.412539 0.403704 0.370248 0.555551 0.615475 0.552126 0.357132 1.09197 0.515978 0.345662 0.526813 0.401199 0.284521 0.323105 0.280181 0.451907 0.431392 0.269347
threshold=240.32447338110003 255.20937898730003 22.504913082700003 19.915533535850003 30.276503438400002 22.782602051550004 42.80317728375001 172.75554276225003 86.280686780500005 62.057679025150001 62.106071271500007 22.732890661650003 323.71033162625002 199.66651340635002 13.400856420150001 14.955349429350003 35.885292828950007 369.59988112290006 33.202295547750005 14.135330269750002 13.705320222600003 23.496712412700003 199.55131508320002 229.52120806975003 13.361597395450001 248.34582299520005 61.944763783650011 45.169600924000008 16.665389384150004 39.702469286500012
decision_type=2 2 2 2 2 2 2 2 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 24 -4 -7 29 11 13 -11 -3 26 -10 -12 16 18 -18 19 20 -16 -17 -23 -24 25 -2 28 -28 -13 -1
right_child=1 8 5 -5 -6 6 -8 -9 9 10 14 12 -14 -15 15 21 17 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00037972444468731319 -0.10010894501392847 -0.078060678435296141 0.10154501833904098 -0.1060237571083483 0.074837495591765599 -0.064319223708990472 0.061438948851756735 0.056100933244713352 0.08444935994984222 -0.11174018881274837 -0.057633696007583987 0.036672449491528529 -0.077375206193831605 0.022563369089306808 -0.0033076305461568231 -0.022012059886378898 -0.088320490016146863 0.037818063759212782 0.051556137461585938 -0.10954573991527447 0.060174489080606332 0.080118477867939505 -0.017216073573140735 0.050269728929543588 -0.090510738447610664 0.052844193614917732 -0.075129114329047203 0.017337802784117194 -0.037239968991526512 0.022790018141689742
leaf_weight=34.066322649658105 0.19118700978469794 0.99542064926936191 0.54912927746772755 1.5570274068741126 0.53443670796696086 0.68084856489440404 0.62328769982559606 1.069599356065736 1.5967682230984817 0.76027028937824326 0.92370262456825258 2.7166724296112084 0.69028216807782872 2.4961309580976376 9.2639262856846454 1.0286651114001859 1.3617696356814111 0.41929250030079845 1.202325400779954 0.83203965076245445 1.3559791616862646 1.8438668055459855 1.6623516348190608 1.5943886230234054 0.66058641848212574 0.38358944223728031 0.96088148571652687 0.99278946651611477 0.99733900892897498 5.3652089164243071
leaf_count=1013 31 33 4 25 11 28 22 13 15 17 28 61 57 45 914 15 74 11 34 32 30 19 31 36 31 27 33 70 62 78
internal_value=0.000746178 -0.00283252 -0.0257681 -0.0552314 -0.0105454 0.0271218 -0.00421544 0.00418119 0.000693494 0.0055795 -0.00198641 -0.0168093 -0.0072196 0.046707 0.00189675 0.00457068 -0.00572351 -0.0586253 0.00172231 -0.00350968 0.00479794 0.028815 0.0390656 0.0158227 -0.0474834 0.00196763 0.00132484 -0.0281406 0.0168244 0.00277284
internal_weight=79.3761 38.875 5.18009 3.32683 1.7698 1.85327 1.30414 40.5011 33.6949 26.3415 22.2486 7.35339 6.35796 4.0929 21.4883 20.5646 14.4353 1.78106 12.6543 11.4519 10.6199 6.12927 5.10061 3.25674 1.23536 0.574776 5.66768 1.95367 3.71401 39.4315
internal_count=2900 1796 179 125 100 54 50 1104 1617 1301 1241 316 283 60 1224 1196 1095 85 1010 976 944 101 86 67 89 58 226 103 123 1091
is_linear=0
shrinkage=0.0961169


Tree=746
num_leaves=31
num_cat=0
split_feature=16 16 9 15 16 15 15 9 4 5 18 8 7 15 15 16 12 15 15 7 3 15 16 13 16 0 0 16 5 7
split_gain=0.336104 0.612934 0.975545 0.462079 0.430509 1.02771 0.602163 0.431628 0.409441 0.632424 0.700956 0.661498 0.721118 0.695363 0.469641 0.77428 0.600067 0.489029 0.504006 0.390485 0.898434 1.17668 0.768116 0.824642 1.27183 0.84339 0.804583 0.628027 0.386918 0.607939
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 17.844958270700005 26.870208776000002 26.410889167300002 224.73355223045004 309.48890441440005 21.377246852200006 14.531978590450002 8.6432548896500023 23.124786352450005 25.393716165150003 44.34858359035001 22.794946695500006 231.43584503760005 46.422062705750008 46.810838056050009 25.334697901700004 85.54673771085001 27.288673764350005 19.214955067100004 112.82921081865001 19.974953289850003 90.437043050150024 92.313586825200005 19.774953757550005 22.553892743650003 24.176224535650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 -1 14 10 -10 12 13 -11 16 17 19 -16 -19 20 21 -2 26 24 27 -25 -22 -24 -14 -30
right_child=8 2 -4 -5 5 -7 -8 -9 9 11 -12 -13 28 -15 15 -17 -18 18 -20 -21 22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=6.1601095000601578e-05 0.0011959846795225116 0.0011556026538352469 -0.002229607935905804 -0.002014328334980144 -0.00058767853858811042 0.0018459191181370337 -0.0013786285537420121 -0.0017101355381889797 -0.0025717380082648203 0.00094243288617336005 -0.00029973196457212559 -0.0010499758167598361 0.0014755342328624697 -0.0021688065363486973 -0.001815781065550688 0.0010882586586862641 0.0011563602001252295 0.0014864355517311882 -0.0020162231560775096 0.0011066029239997078 -0.00011384041983786594 -0.0015741040601695224 -0.00074750777210531134 0.00022230671094369573 -0.0021955644792229518 0.0014334299491173671 0.0017722578648903973 0.00086191996700083428 0.00090701904948830398 -0.00062658758206777761
leaf_weight=23.424405067577045 0.8047235701233143 0.46069036598782886 1.1303037514589958 0.43061501832562399 1.1911564419278868 1.5166326546604976 1.2419642610766448 0.54085982860487902 0.79258567653596346 0.43274184549227157 1.5296456860378382 1.6192287335870785 1.5279894405975936 0.76342979454784654 1.4096890056971458 0.82334799971431483 2.8826040829881086 0.43253276089671988 0.24879094908828847 1.9217211473733176 1.336008396057877 2.2050720069091767 1.9071809151209882 38.435931230254937 1.3276164522394536 2.3455051984637967 2.4906420260667801 1.8233794793486595 2.6135771458502859 1.6034918401855973
leaf_count=1418 10 22 74 59 53 16 82 65 19 9 34 42 23 48 42 12 31 12 43 26 33 67 29 465 30 27 25 12 40 32
internal_value=0.000109219 -6.51302e-05 -0.00124938 1.33996e-06 3.24335e-05 0.000775379 -4.73746e-05 2.16157e-05 0.000182446 -0.000167644 -0.00107518 7.85454e-05 0.000341803 -0.00104325 0.00024553 -0.000522364 0.000284464 -0.00115656 0.000207411 0.00023843 0.000206758 -0.00083347 0.000269796 0.000199343 -0.000547409 0.000291963 0.00111376 3.91294e-05 0.000630183 0.000323883
internal_weight=101.214 29.9366 1.59099 28.3456 27.915 2.70779 25.2072 23.9653 71.2774 10.8827 2.32223 8.56046 6.94123 1.19617 60.3947 2.91436 57.4804 2.09101 0.681324 54.5978 52.6761 3.0098 49.6663 45.8396 5.05818 40.7814 3.82665 3.73056 5.74506 4.21707
internal_count=2900 1789 96 1693 1634 69 1565 1483 1111 247 53 194 152 57 864 109 755 97 55 724 698 77 621 563 71 492 58 41 95 72
is_linear=0
shrinkage=0.00196078


Tree=747
num_leaves=31
num_cat=0
split_feature=0 9 6 8 5 3 7 13 7 3 7 7 19 3 9 9 2 16 3 6 18 19 19 6 7 9 2 13 9 18
split_gain=0.105192 0.337649 0.665184 0.521802 0.308509 0.515331 0.491073 0.444469 0.33945 0.30446 0.245121 0.326318 0.416618 0.271397 0.322599 0.426728 0.24341 0.240476 0.240418 0.752676 0.308623 0.883583 0.325728 0.442516 0.216182 0.972449 0.575166 0.366479 0.63822 0.348497
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 30.133297129900004 94.92945658615001 22.446731871300006 117.66037007905001 19.975862989550006 93.770731131900007 22.398098708400003 19.617375644250004 14.451165964200003 108.3367972827 65.407743180450012 66.290220196950017 65.440506339500004 21.084950694200003 93.58791597905001 16.475384944750001 13.278511569200001 14.351157895250003 14.051133688400002 16.455384477450004 23.195026784100005 192.09062119805003 135.10547220710001 115.25151159420001 185.04294426330003 13.954623666350001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -8 -7 18 11 13 16 -1 -15 -16 -13 -17 20 -20 21 22 -2 -24 25 27 -27 28 -22 -26
right_child=9 2 4 -5 -6 8 7 -9 -10 -11 -12 12 -14 14 15 17 -18 -19 19 -21 24 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=0.039716368596239213 -0.044318436576264192 -0.10159443099654974 -0.061943220252198644 0.093115683758733997 0.046681871305558099 0.015150744975384012 -0.03257106187719068 0.05991306488987453 -0.10065263112442552 0.029800695120175122 0.051831626579147236 0.023318297100830252 0.0099326052599167138 -0.10199603262243057 0.074302696220344022 -0.096404929582343105 -0.10532343035871425 0.066546412164888921 -0.10227283000844938 0.0052194846521259209 0.01386124438365015 0.055982473664069929 0.036790418592662841 -0.027115578595466761 0.015725042152338907 -0.016626126233911822 -0.090352937825378218 0.052849593235897739 -0.076315505503181266 -0.002883846026068445
leaf_weight=1.3439479247608672 1.3604572252370397 0.80570015023113217 0.7453319340420429 0.55853876075707365 0.68405868249828916 0.28693680092692353 0.69542404294770666 1.2243535949382929 0.87434818808105774 3.2208355956245205 0.64243171273119504 0.15082274377346017 0.73690875223837793 0.30981453810818471 0.41932563576847315 0.32130311358196195 0.74881879271197249 0.10178071539849043 0.78773553666542229 1.8896680994657797 3.6858305125278985 3.2563907376606949 2.0859451624564831 1.6613378534093497 11.649338501039891 1.9420540357241409 1.6881447485648093 1.3185466593131421 0.81862969510257233 32.698457645793496
leaf_count=57 39 40 18 10 14 3 36 21 69 47 24 2 12 20 8 115 129 2 28 42 243 36 32 24 149 25 25 15 11 1604
internal_value=0.000740913 -0.007797 -0.0242739 0.00862574 -0.0104622 -0.020678 0.00170193 0.0264114 -0.0720393 0.00207684 -0.00125686 -0.00950946 -0.0415703 0.0115104 -0.021389 0.00825604 -0.083757 -0.0572039 0.000699747 -0.0264065 0.00186719 0.0183763 -0.00559909 0.00845804 -0.000699391 -0.0133835 -0.0509112 0.0100121 -0.00252726 0.00200436
internal_weight=78.7132 10.6498 5.31615 5.33369 4.51045 3.82639 2.66511 1.91978 1.16128 68.0634 4.77515 4.13272 1.63655 2.49617 1.15222 0.842409 0.899642 0.423084 64.8425 2.6774 62.1651 8.36413 5.10774 3.74728 53.801 9.45321 3.6302 5.82301 4.50446 44.3478
internal_count=2900 580 201 379 161 147 75 57 72 2320 369 345 143 202 145 125 131 117 2273 70 2203 131 95 56 2072 319 50 269 254 1753
is_linear=0
shrinkage=0.0923845


Tree=748
num_leaves=31
num_cat=0
split_feature=4 4 12 17 7 7 16 0 9 9 17 15 17 5 16 2 17 8 10 0 5 17 9 17 17 17 17 4 7 7
split_gain=0.0977894 0.543912 0.279207 0.202171 0.35548 0.538727 0.517782 0.66322 0.486046 0.664179 0.484289 0.472799 0.466181 0.45035 0.42444 0.397059 0.383686 0.50707 0.271515 0.528633 0.573179 0.437965 0.326086 0.872586 0.671568 0.638094 0.49871 0.493605 0.516955 0.514687
threshold=227.97173202615002 228.53067524955003 161.55002974485004 206.02826764000002 24.785467646950003 24.199020305550004 18.744956166100003 94.157869102700019 201.2906445504 203.31429194770001 191.19232825540004 22.384853640850004 191.55545126530004 13.922841871800001 16.954960351900002 45.36220315740001 196.65693750130004 9.4426310644000022 70.085415002650009 93.262612545250008 18.152162791050003 180.67147619190004 196.26893085885004 188.07781354100004 186.34046889365004 184.84480138465003 190.58288855405002 172.73046293330003 22.343045670750005 22.041499846600004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -10 -9 15 13 -6 -13 -1 17 -11 19 20 -16 -20 23 24 25 27 -24 29 -29 -22
right_child=1 -3 -4 -5 12 6 -8 10 9 16 -12 14 -14 -15 18 -17 -18 -19 21 -21 22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.075770543959550213 -0.10262453108207639 -0.0012597469081332305 0.051349298257300252 -0.039138955024265162 0.040280582584566661 0.064173065313106098 -0.088473140617469456 -0.0051816255948526607 0.077277068607408642 -0.1010043452947129 -0.10108137147015095 0.077171435313879558 0.047091297673938833 -0.078571020018767229 -0.066313734227524235 -0.099332216040601384 0.046537351100992275 0.0088823015105888789 0.019084591247283664 0.061836249124960198 -0.041643654829403402 -0.098076707976456193 0.016944655102135983 0.032374091567409537 -0.056716726734129759 0.052330690349967207 -0.051806722524824704 -0.0053906600103694139 -0.11135873996243667 0.053979489244946589
leaf_weight=0.12728917133064044 0.4388585799606507 41.4673508188489 0.99828639591578294 0.91944471962051366 0.4915488047972747 0.69805927574634541 0.98342649335972954 1.2197153582819735 1.6733663795748714 0.4760744895320389 0.66888017219025631 0.59726297244197013 3.0201357237674529 0.55893448324059136 1.0576695939526057 0.64227237715385854 1.1240051556378601 1.2463696751365203 0.47847045410890021 1.145325606688856 0.80171296840126371 0.5778333066846244 1.5216923695988946 6.6073484243825078 2.0753606902435422 1.5726098362356422 2.0072490926831961 0.79122283113247227 0.72253390774130821 1.0889640301465986
leaf_count=2 12 1916 14 60 56 8 30 33 19 20 24 21 72 33 17 99 22 45 9 14 41 46 20 80 30 20 25 84 11 17
internal_value=0.000650546 -0.00232128 0.00412024 0.00276909 0.00390321 0.000485104 -0.0325319 -0.0112635 0.00496109 0.0319938 -0.0391463 -0.00063982 0.0290142 -0.0229572 0.00190998 -0.0703694 0.00537275 -0.0214898 -0.000288323 0.00214757 -0.0015991 -0.0450065 0.00238298 0.00872379 -0.013434 0.00461429 -0.0221609 -0.0174273 -0.0559705 0.0134319
internal_weight=77.7993 41.9062 35.8931 34.8948 33.9753 29.9047 3.57008 2.58665 26.3346 4.51982 1.8886 21.8148 4.07062 1.05048 21.0453 0.769562 2.84645 1.72244 20.448 19.3917 18.2464 1.0563 17.1887 13.6598 7.0524 4.97704 3.52894 3.40443 1.51376 1.89068
internal_count=2900 1928 972 958 898 737 95 65 642 106 57 536 161 89 435 101 87 65 414 359 345 55 328 283 203 173 45 153 95 58
is_linear=0
shrinkage=0.0905731


Tree=749
num_leaves=31
num_cat=0
split_feature=7 3 16 10 3 7 0 2 7 17 19 0 0 0 18 18 18 7 15 9 16 6 6 9 9 9 15 5 5 6
split_gain=0.0970235 0.283238 0.241311 0.254732 0.272219 0.74561 0.644362 0.372013 0.231629 0.520044 0.266471 0.248177 0.319258 0.455336 0.233598 0.364206 0.274654 0.348328 0.552283 0.768265 0.448206 0.537542 0.680547 0.349753 0.817156 0.602078 0.411029 0.99874 0.837144 0.773475
threshold=20.778835947700006 94.92945658615001 22.724946859200003 61.82916008405001 93.932038619750017 22.446731871300006 85.40693788805001 136.00952513250002 22.580174331950005 189.37128582595003 14.251149826300002 85.737618238150006 85.807518149550006 85.939252597950016 13.064341268650002 13.197799034350002 13.278511569200001 23.195026784100005 31.385732506450001 192.09062119805003 22.654947022900004 16.565387047600002 16.515385879350003 196.26893085885004 197.58039077460003 195.29234479735001 34.279674133750014 21.850554661550003 22.504913082700003 16.355382140900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -8 9 -5 -11 -10 -13 -14 -15 -16 -17 18 -18 -20 21 22 23 25 -25 -19 -26 -28 -29 -30
right_child=1 -3 -4 4 5 6 7 -9 11 10 -12 12 13 14 15 16 17 20 19 -21 -22 -23 -24 24 26 -27 27 28 29 -31
leaf_value=0.013454936684182637 -0.06518185642973387 -0.039434712570354101 0.033642374576017077 0.0018965812729524521 -0.11336190671116311 0.084473221800539511 0.014428796673021278 -0.10154294555096463 -0.058017073404530349 0.0084385074762535015 0.082729500884030777 0.044547106433215466 -0.071116081022669642 0.042976364800822626 -0.039694734656934794 0.031606106133376791 0.021656375483619501 -0.0078714894393630691 0.0088067008990997345 -0.070124942713929134 0.043052440291213467 0.058247332753693322 -0.10538042446846665 0.05661887139632208 0.0081246454110006049 -0.082746934147369861 -0.047465501311628057 0.073385832545360269 -0.060491364379881805 0.033399898175983059
leaf_weight=4.8901978051171673 0.53301226406256219 1.6025020184424636 1.9127661754027929 5.3268615967754149 0.69245164624589906 0.56495232329325495 0.50652189552783966 0.47682891238218872 0.66222360276151349 0.63389432284748171 1.3245694003999231 1.3940475533599954 0.81293679490045079 1.0969220470287826 2.0718269412172949 2.4178711506538084 1.8822366425883945 8.7423355889077339 1.8090336759341878 2.7741223711054772 2.2526879683136931 1.3551983172073949 0.55860135378315945 2.4493404114036847 17.804510645524719 1.0703710876259709 4.5957743333128729 1.4673974180477669 1.5380932144107649 1.5788519415073095
leaf_count=396 17 103 32 160 26 20 8 44 27 42 23 19 31 20 32 27 64 723 22 39 41 20 16 31 681 36 112 26 40 22
internal_value=0.000611303 -0.000262136 0.000630731 -0.000292509 0.000217167 -0.0320804 0.00427128 -0.0418061 0.00132005 0.0171623 0.0586838 -0.00065847 1.52684e-07 -0.00110331 -7.71493e-05 -0.000945788 0.000589329 -0.000914214 -0.0213198 -0.0389696 0.00212473 -0.000115214 -0.00210221 -0.00063224 0.00450404 -0.0160389 -0.000226317 -0.0164227 0.0146975 -0.0129318
internal_weight=76.7989 71.9087 70.3062 68.3935 67.8605 2.24075 1.5483 0.983351 65.6197 7.28533 1.95846 58.3344 57.6722 56.2781 55.4652 54.3683 52.2964 49.8786 6.46539 4.58316 43.4132 41.1605 39.8053 39.2467 29.434 9.81271 26.9846 9.18012 4.58434 3.11695
internal_count=2900 2504 2401 2369 2352 98 72 52 2254 225 65 2029 2002 1983 1952 1932 1900 1873 125 61 1748 1707 1687 1671 912 759 881 200 88 62
is_linear=0
shrinkage=0.0942322


Tree=750
num_leaves=31
num_cat=0
split_feature=16 16 9 15 16 15 15 3 0 16 13 16 10 13 19 15 5 10 5 10 9 5 9 9 8 16 0 3 5 13
split_gain=0.403695 0.671087 0.944286 0.507713 0.449732 1.13635 0.764863 0.42344 1.01397 1.01194 1.07039 1.50753 1.11745 1.67528 1.09436 0.964137 0.718876 0.675078 0.994776 0.795442 0.526322 0.505622 1.80957 0.909143 0.544629 0.646608 0.853985 0.625863 0.58638 0.610656
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 17.844958270700005 26.870208776000002 26.410889167300002 83.511574906150017 94.047642319350018 19.214955067100004 112.82921081865001 19.974953289850003 66.318885161900013 113.85351336640001 13.851117550450002 27.122924609850003 19.915533535850003 62.837331883000012 19.915533535850003 64.434276012450013 192.79514127745003 21.042547594650003 197.19111486365003 190.24759545780003 8.543332867800002 22.764946765650006 86.135510041400025 93.673946639200011 21.850554661550003 117.68187774410002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 -2 9 16 11 14 13 -12 -11 -10 -9 18 -15 -19 -21 22 23 -20 25 26 27 -23 -26 -30
right_child=7 2 -4 -5 5 -7 -8 8 15 10 12 -13 -14 17 -16 -17 -18 19 21 20 -22 24 -24 -25 28 -27 -28 -29 29 -31
leaf_value=4.5044212773531369e-06 0.0010423147963194818 0.0010975795358169501 -0.0022241033030569722 -0.002021297682873928 -0.0006188669377559697 0.0018412093322681697 -0.001498507163499461 0.0015839547035923335 0.0010227861626180353 -0.00088296813691891938 -0.0022124449014775454 -0.0022080316285409763 0.0014249471020897227 0.0018680171771669363 0.001135926508781971 -0.0013672519158484343 1.9445307305758851e-05 0.0012242792909226978 -0.00077177376127249536 0.00090012851042253609 -0.00043423507551765988 -0.0012794692116196253 -0.0021505224176225084 0.0010844708401363064 -0.0016135510085114339 0.0014802878330153228 0.00052927933827807397 3.7592619704060583e-06 0.0003476780516265402 -0.00063153214226322472
leaf_weight=26.281392809891269 2.0918945972807697 0.45429391390643914 1.1934022763161918 0.48179510963382099 1.3076086897053749 1.6116433473507639 1.369557624158914 3.3052954906597725 0.8320835437625641 2.4385509816929689 1.1254772678948928 1.7145912172272799 2.8006078675389281 1.1918158535845567 1.7900001164525745 2.9478744799271226 1.7150731503206769 4.9375122264027578 1.877853576093911 1.8940438553690908 2.8414210192859173 1.7669726314488858 1.7532837192993609 2.2062715385109186 1.060990239959209 1.6510754153132428 13.834568441379814 8.4462250143697002 5.6043497656355594 4.3482678905129433
leaf_count=1483 31 22 74 59 53 16 82 31 10 34 14 39 32 15 14 80 42 56 24 19 27 35 29 21 21 17 127 216 102 75
internal_value=9.26538e-05 -8.88464e-05 -0.00130827 -2.41409e-05 7.33484e-06 0.000739277 -6.99401e-05 0.000172666 0.000147429 0.000202136 0.000134915 -0.000657182 0.000217013 0.000154986 -2.8344e-05 -0.000841132 0.00104948 0.000204869 0.00010121 0.000673622 9.94703e-05 5.17215e-05 -0.00048431 0.000230982 0.000136952 0.000293297 0.0002118 -0.000218251 -0.000227857 -8.01359e-05
internal_weight=106.876 32.6997 1.6477 31.052 30.5702 2.91925 27.651 74.1761 72.0842 68.3042 63.2839 5.94314 57.3407 54.5401 4.22855 3.77996 5.02037 53.4147 43.7417 9.67298 4.73546 42.5499 5.83741 4.08413 36.7124 25.6988 24.0478 10.2132 11.0136 9.95262
internal_count=2900 1789 96 1693 1634 69 1565 1111 1080 990 917 87 830 798 48 90 73 784 682 102 46 667 74 45 593 395 378 251 198 177
is_linear=0
shrinkage=0.00196078


Tree=751
num_leaves=31
num_cat=0
split_feature=19 5 15 16 18 18 18 6 15 6 17 17 19 3 4 6 6 5 0 4 16 13 17 18 18 13 6 13 13 6
split_gain=0.102372 0.212833 0.12904 0.271818 0.51055 0.439878 0.47282 0.287336 0.215175 0.297188 0.397732 0.280634 0.193371 0.3409 0.17987 0.378976 0.197755 0.170205 0.480114 0.260049 0.155419 0.501292 0.477093 0.349428 0.382484 0.276836 0.232415 0.542866 1.313 0.71685
threshold=14.651182102100002 22.504913082700003 44.920183738100008 22.674946976100003 13.415872650200003 13.465147564100002 13.278511569200001 16.475384944750001 42.670190152050004 16.455384477450004 199.88268747760003 192.49174628505003 14.551174033150001 93.733092718100025 141.65724256140001 16.665389384150004 16.625388449550005 26.429611911700004 78.626646483100004 159.66984649465005 22.624947093000003 117.56896250265002 187.45953903175004 13.258783262950002 13.668531103750002 117.64423933030001 16.455384477450004 117.47217800995001 117.38883580790001 15.925372093750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 5 -5 6 -4 -7 12 10 -10 -11 14 -14 -1 16 20 -17 19 -19 21 26 -22 -24 -25 -23 27 28 29 -16
right_child=1 -3 3 4 -6 7 -8 -9 9 11 -12 -13 13 -15 15 17 -18 18 -20 -21 22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.030184985360986516 0.041063459122281057 -0.0054431889259475529 -0.094835468617967794 -0.03538800703395719 0.080259571873047719 -0.093127939078492011 0.052676163383179951 -0.010407776396212556 -0.045140964745734875 0.013636387162543432 0.039995677201242398 0.0744630038207231 -0.0021355459206058892 -0.060889523999385818 -0.001734709776407054 -0.069534154566079601 0.05191672922602511 0.07606511090296228 0.087550549810576042 -0.094342414665554181 -0.028070660910209974 -0.072580477526777029 0.050178068855386816 -0.026181034094372009 0.0385799970041504 -0.010542821762959266 -0.022420864355106609 0.044515249927694983 -0.11828560764360298 0.039435251787631749
leaf_weight=1.7207331021782 1.5814447011798614 1.7910329778678713 0.24957497419018171 0.71074766863603123 0.60157229006290436 1.0265151594940105 0.72187145636416972 0.55065396979625791 1.0606389386375656 1.4701164448633792 0.83864498371258367 1.1567387012764809 2.7129289094591509 1.222730027628131 35.749955160772515 0.93255374557520443 0.64795942054479283 0.093222571755177341 0.2741929594631074 0.42436334164813161 1.8479521134868253 1.2455983951222145 2.6955571714788675 1.628920763731003 1.4906719597056506 1.2105706756119614 3.4028542301821281 2.491616139188408 0.7842887919396152 4.0150581470661555
leaf_count=29 24 37 59 34 11 41 24 20 25 24 21 18 39 26 1855 75 15 4 10 158 33 22 31 21 25 18 93 25 11 72
internal_value=0.0006286 0.016365 -9.86071e-05 -0.0165352 0.0176253 -0.034125 0.0147788 -0.064247 0.000819546 0.0202922 -0.00754816 0.0404215 -0.000544961 -0.0203892 0.000742631 -0.000116997 0.00116914 -0.0427893 -0.0112894 -0.0636503 0.000587802 -0.00132925 0.0128209 0.0258155 0.0047645 -0.042004 0.000821831 0.00265942 8.7522e-05 0.00242221
internal_weight=76.3513 3.37248 72.9788 3.86094 1.31232 2.54862 0.971446 1.57717 69.1179 4.52614 1.89928 2.62686 64.5917 3.93566 60.6561 58.9353 57.211 1.72433 0.791779 0.517586 56.563 48.8999 7.6631 5.81515 3.11959 2.45617 46.4438 43.0409 40.5493 39.765
internal_count=2900 61 2839 189 45 144 83 61 2650 88 46 42 2562 65 2497 2468 2221 247 172 162 2206 2096 110 77 46 40 2056 1963 1938 1927
is_linear=0
shrinkage=0.0923845


Tree=752
num_leaves=31
num_cat=0
split_feature=5 10 18 17 13 17 6 8 5 5 18 0 5 5 5 13 10 12 0 2 5 4 17 6 4 6 9 3 18 6
split_gain=0.302991 0.421416 0.404736 0.605109 0.43147 0.35777 0.357162 0.394622 0.23911 0.39418 0.641446 0.580044 0.228216 0.555401 0.702011 0.778367 0.851349 0.604956 0.387327 0.525785 0.383335 0.572154 0.808779 0.482663 0.368175 0.425992 0.472801 0.916656 0.326652 0.296945
threshold=11.848158554650002 82.204984254750016 15.042884401850001 194.76181357870004 105.64833915220002 180.19381692845005 1.8100422913500003 7.1444245619500011 1.6103415277500004 7.7286379265000011 16.118666550000004 118.45077676945002 23.606333875400001 25.763052016400003 24.779543538450003 117.67112391160002 62.009286778800011 205.68458655320003 86.780739992750014 317.41815758785003 22.963361893800002 285.80603333175003 192.84209122775002 16.515385879350003 122.51844363470001 22.585527707250005 71.82068887245002 101.23926781830001 11.780121045600003 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -7 8 -8 10 -10 -12 20 14 15 16 -14 -18 19 24 29 22 23 -22 -15 26 28 -28 -26 -2
right_child=12 5 -4 -5 -6 6 7 -9 9 -11 11 -13 13 18 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0020626437380342941 0.00018285255316544653 -0.0019999188275501454 -0.0018348417160483947 0.0011555175942126103 0.0006559280493726188 -0.0019981296524060914 0.0020519086090500563 -0.0019946570179315581 0.0013901152871257487 0.0011156653465351919 -0.0020196129654487627 0.00084873742462065885 -0.002204747799359304 -0.0023684033355888599 -0.0016380552265861422 0.00079790779047304275 -0.0016922473555573475 0.00052936408825278751 0.0014973012757778232 -0.0020865948965131521 0.0011451582401621114 -0.00034576587211485645 0.0019782001501059921 -0.00047730489491732558 -6.5157440899702205e-05 0.0018781659865837494 0.00048836612879447298 -0.0020638794811066001 0.0014319066797622642 -0.00012432748506107703
leaf_weight=0.73026486299931936 62.1132792952194 0.29713857680326317 1.0726592740102203 0.67042517068330187 0.32405679114162922 0.26039171966840502 0.3604973033070572 0.25336889247409988 0.61737265682313625 1.5031033806735647 0.81262731889728435 0.40671537659363821 1.0475510133037444 0.19646681286394585 1.5987291075434766 2.0393527220003307 0.64988277922384474 1.714388148859143 0.89005535095930088 0.39134679315611709 1.3768935818807215 1.7181496198172679 1.8666391372680662 1.4444983550347386 0.98057941376464475 0.62975843437015999 1.445075309253298 0.86481068236753333 1.3075725887902079 15.025873184960799
leaf_count=98 1240 139 101 21 4 96 3 72 15 63 121 44 38 3 88 35 46 35 14 36 25 30 14 19 45 6 69 154 25 201
internal_value=9.38392e-05 -0.000291195 -0.000889106 -0.000300931 -0.00122706 7.95696e-05 0.000226196 0.000372692 0.000534789 0.000371033 -0.000238349 -0.00106287 0.000122761 -0.000111267 -0.000495525 -0.000160442 -0.000733278 -8.13049e-05 0.000292718 0.000108361 0.000161293 0.000622181 0.000976931 0.000314488 0.000266722 0.000365753 0.000158609 -0.000467183 0.000790345 0.000123017
internal_weight=104.61 7.30862 2.79741 1.72475 1.05432 4.51122 4.21408 3.95368 3.70032 3.33982 1.83672 1.21934 97.3009 13.7556 7.0499 5.45117 3.41182 2.36427 6.70567 5.81561 83.5453 6.40618 4.68803 2.82139 5.42426 5.2278 4.59804 2.30989 2.28815 77.1392
internal_count=2900 777 224 123 102 553 414 318 246 243 180 165 2123 594 242 154 119 81 352 338 1529 88 58 44 302 299 293 223 70 1441
is_linear=0
shrinkage=0.00196078


Tree=753
num_leaves=31
num_cat=0
split_feature=13 13 5 3 2 12 10 10 10 13 5 8 0 4 8 18 2 2 5 5 0 16 13 3 9 5 9 2 0 17
split_gain=0.285702 0.834447 0.385804 0.798618 0.643816 0.661544 0.733009 1.71542 1.05782 0.987803 0.506293 0.907504 0.683257 0.531424 0.531421 0.822417 1.14772 0.668718 0.620879 0.477948 0.417163 0.411442 0.827213 0.76286 0.636252 0.817245 0.60036 0.574888 0.393124 0.343603
threshold=109.41218053485001 108.84491586935002 20.717225865800003 87.963661570150023 193.30716668855004 92.695913642950003 64.434276012450013 66.318885161900013 66.697957758300021 110.04934511175001 21.197160116700001 8.3434888241000014 86.345209775600011 390.96858665540009 8.543332867800002 13.340835220050002 156.02689307135003 170.32456123625002 22.553892743650003 23.398433971250004 86.232294534150014 22.604947139800004 117.54207792135001 93.862138708350017 186.67271206880002 22.382291025900006 71.82068887245002 139.80186571705002 85.509099297050014 193.01551328760004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -7 -8 -9 -10 11 -5 13 20 15 -14 -17 -16 -18 -20 21 23 -23 27 28 -26 -25 -12 -24 -27
right_child=2 -3 3 10 -6 6 7 8 9 -11 12 -13 14 -15 17 16 18 -19 19 -21 -22 22 24 26 25 29 -28 -29 -30 -31
leaf_value=8.7062753469191943e-06 -0.00029063766236625701 -0.0015228575180920531 -0.0017435137364121304 0.00033257223354438186 -0.00067080764003343927 0.0014322226786216714 -0.0011527657668963928 0.002041570417616892 0.0010819087648039913 -0.00036803561539252894 0.0018912822402045869 -0.0011619981216874514 0.001482547764661871 -0.0017824916176948844 -0.00093467742654212125 -0.001055774009895964 0.0013012612783955882 0.00053726278019277588 -0.00055388613702264937 0.0008697859874395973 -0.0011102585595489569 -0.0016651057925483803 9.722025223254241e-05 0.00044150554086697916 -0.0016927204245006126 -0.00028409365691728909 -0.0013191010759085516 0.00033260563965217409 0.0016112550150233749 0.00058677201065744059
leaf_weight=36.71142052529467 3.3253549318760696 1.420616585179231 0.92026937962509592 3.1169844521209589 1.994064352242275 3.7134848656132808 2.1418819464743128 2.0387204848229867 4.1116603650152683 3.2220680546015501 1.7370746359229188 3.1309669427573681 3.5778586938977268 0.65917103900028351 2.0300275711342683 1.7462149783968905 3.5392318181693554 2.8562837867066264 1.8418054925277831 1.7855075271800158 1.2125221854075778 1.2237498750473594 1.2821242070058354 1.911200742935762 1.246348652523009 5.0029616004903801 1.2199624048953408 1.9102153689600525 1.3574344543740151 2.6722554587759078
leaf_count=1682 41 66 29 31 35 37 22 21 35 38 13 39 30 47 25 12 33 40 22 28 16 43 25 62 21 119 196 32 15 45
internal_value=8.69646e-05 -4.83524e-05 0.000164525 6.47084e-05 0.000387894 0.000501681 0.000674703 0.000430395 0.000792194 0.000444877 0.000101638 -0.000416385 0.00018503 -4.92119e-05 0.000473974 0.000688442 0.000369663 -7.42576e-05 0.000716988 0.000146902 5.7812e-06 7.49526e-05 -0.0001321 0.000465475 3.01698e-05 -0.000220031 -0.000244461 0.00107495 0.000875836 1.91128e-05
internal_weight=104.659 38.132 66.5274 45.9802 20.5472 18.5532 15.2278 11.5143 9.37245 7.33373 45.0599 6.24795 38.812 21.435 17.3769 12.4906 8.91276 4.88631 7.16654 3.62731 20.7758 19.5633 12.7849 6.77845 11.5611 8.92157 3.13116 3.64729 2.63956 7.67522
internal_count=2900 1748 1152 923 229 194 153 116 94 73 894 70 824 634 190 125 95 65 83 50 587 571 268 303 225 185 258 45 40 164
is_linear=0
shrinkage=0.00196078


Tree=754
num_leaves=31
num_cat=0
split_feature=5 10 17 10 7 7 15 5 6 2 19 17 15 5 17 7 7 17 2 13 5 7 15 6 6 9 7 2 14 6
split_gain=0.0936312 0.405238 0.360867 0.472041 0.259106 0.452022 0.244739 0.254289 0.350297 0.180843 0.152786 0.175747 0.14487 0.248793 0.469762 0.617341 0.676663 0.391314 0.337768 0.659901 0.23898 0.224331 0.223127 0.219428 0.394101 0.370954 0.301907 0.233569 0.217429 0.175734
threshold=29.040033326300005 60.474177186300004 167.56787829315002 56.981870074850008 21.725272673150005 20.778835947700006 30.807603489900004 31.302824910800002 16.495385412050002 303.25888181310006 14.651182102100002 198.64683373915003 44.920183738100008 22.963361893800002 192.70224472390001 22.765858321950002 22.477322886550002 196.44284117250001 122.26439358135001 106.00321562545001 22.852794041600003 19.975862989550006 42.914654887700003 16.505385645700006 16.475384944750001 200.63976601170003 23.282607548150004 189.32640726775003 195.64165696930004 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -10 12 -12 13 20 15 16 18 -16 22 -20 21 -3 28 24 25 26 -14 -25 -15 -23
right_child=4 10 -4 -5 -6 -7 -8 8 9 -11 11 -13 23 14 17 -17 -18 -19 19 -21 -22 29 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.10396664901318295 0.051632980767814793 0.056423963955082271 -0.10174791560372438 0.079157487172474977 0.097610791638791286 -0.10296221228801371 0.093291452876389319 0.06251008684122053 -0.10595097854010334 0.0079663294178157328 0.049500037270623021 0.0022199875637312788 -0.06095761643851743 -0.10159667237238414 0.086121178777820079 -0.065432922810269925 0.099535054604206932 0.012915212707290482 0.050665820479716114 -0.096766371926472527 -0.042944995143448017 0.0018356171561488806 0.0992672845276278 0.00043389989909723803 0.058592490550451189 -0.068983972423146994 0.051506561339571551 -0.1040780455466418 0.084540040202834371 -0.012377742136844892
leaf_weight=0.22094063389977125 0.66552053375926312 0.64624660526169364 0.67537291142616596 0.31609164505425724 0.33529321831883852 0.29897177805833042 0.37897599237840029 0.27315369062125683 0.39884959777918993 0.19010482074736501 1.2670267145149403 1.7020027008838949 0.32957825068297075 0.13540633821685322 1.3528151524369607 1.050102897104807 0.73964578844606865 1.3455116684599486 0.45844652189407475 0.72248795285122469 1.2158514723414544 48.494620171062707 0.34493707120418549 0.32888785822433408 0.66329359097289842 0.98086538538336754 0.66640265955356881 0.49470985753214336 0.10138764465227723 9.6326804647687805
leaf_count=52 54 29 97 9 9 20 14 5 47 16 20 27 48 42 15 26 9 27 24 32 20 1955 4 12 28 39 17 36 3 164
internal_value=0.000747266 0.000123386 -0.0549876 0.00381832 0.0188889 0.00692156 0.0241523 0.00700013 -0.027455 -0.0691803 0.0010428 0.0223966 0.00013324 0.00113525 0.0193839 -0.0035807 0.0223758 0.0496173 -0.0100016 -0.0395322 -0.000766206 0.000106349 0.0499465 -0.0190291 -0.00551719 -0.027028 0.0142912 -0.0623432 -0.0218989 -0.000519778
internal_weight=76.4262 73.8853 1.21241 0.537032 2.54087 2.20558 1.9066 1.52763 0.862108 0.588954 72.6729 2.96903 69.7039 66.2401 6.25074 3.55241 2.50231 2.69833 1.76267 1.18093 59.9894 58.7735 0.581731 3.46374 2.64014 1.97685 0.995981 0.823598 0.236794 58.1273
internal_count=2900 2735 158 61 165 156 136 122 68 63 2577 47 2530 2350 182 140 114 42 105 56 2168 2148 49 180 132 104 65 48 45 2119
is_linear=0
shrinkage=0.0961169


Tree=755
num_leaves=31
num_cat=0
split_feature=19 16 16 7 16 17 19 7 16 2 7 0 2 0 5 7 3 16 15 3 7 7 17 7 9 9 17 9 6 3
split_gain=0.0884213 0.161808 0.127651 0.314587 0.282328 0.258813 0.296596 0.130198 0.269322 0.218826 0.372664 0.194228 0.236895 0.215051 0.544025 0.179722 0.208996 0.17016 0.168452 0.293018 0.414587 0.288588 0.419447 0.263767 0.269487 0.589224 1.15079 0.511139 0.470286 0.548721
threshold=9.8507947922000021 8.3799804039500021 9.6249774926000011 25.762580120700004 11.934972090850001 177.48499193625003 10.650859343850001 26.709562027450005 13.804967718000002 256.81022870250007 27.198839780950003 105.70748523110002 224.18737221905002 102.65877371115 2.7861270712500006 26.038885134450002 82.866344954800013 18.054957779650003 18.871799531050005 79.47351079420001 25.823591744850003 25.582719811950003 212.33270692945004 25.396105459650006 202.37225149245003 203.09362050815002 197.84582410835003 201.2906445504 14.955349429350003 92.243686913800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -9 10 -10 13 -13 15 -15 18 -17 -11 -6 20 -20 23 -23 24 27 26 -26 -21 -27 -30
right_child=2 -3 4 -5 7 -7 -8 8 9 17 -12 12 -14 14 -16 16 -18 -19 19 21 -22 22 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.092459652269774512 -0.092816891647804059 0.012732383254745443 0.056752619879003791 0.046983460483813244 0.025542187033750451 -0.092597767916844667 -0.092987806047427721 -0.09282550691748305 -0.043589853261860011 -0.080535208455352544 0.047325305012886468 -0.0084981949300863974 0.075301025928471016 0.082160626088745622 -0.093169373813731138 0.042519909791614241 -0.020345105765726654 0.0078244015105302135 -0.090205486105578769 0.0014302394387501641 0.033120972556942588 -0.076130531022957665 0.039481339944942788 0.037661364332815951 0.0098160187145756184 -0.027892619517913525 -0.12807227630165829 0.037269043202296237 0.027337292405883486 -0.016453617727384112
leaf_weight=0.23210440107504737 0.15048633681726542 0.2482742526117363 0.29092205829874629 1.0775236319605026 2.1923443110863436 0.509661556348874 0.17306826573985745 0.34850722124974653 0.60461820336058758 0.47429370690952044 0.95260443110601045 0.48736748535884433 0.64034954376984388 0.19696463365107675 0.55218503152718768 1.7161153964698308 0.58060418907552946 0.28696812293492258 0.6631684687163204 40.75419202982448 0.33737557474523783 0.88192169126341358 0.36356186540797353 1.6248941738012934 1.0476751949754533 4.2517136163514797 0.94383737235330034 3.5488860013429067 5.4046172743546759 4.1496941798686748
leaf_count=182 45 44 38 98 119 163 39 79 25 54 47 30 19 5 62 62 27 12 59 1103 11 50 24 42 24 121 16 48 104 148
internal_value=0.000641739 -0.0380932 0.000889159 0.0298516 0.000408392 -0.048042 0.000899481 0.00105457 -0.0185885 -0.00742938 0.0120259 0.00179938 0.0390854 0.00119183 -0.047072 0.00171997 0.0266278 -0.0472268 0.000855356 9.32251e-06 -0.0486208 0.000782005 -0.0423829 0.00165298 0.000679446 -0.00947722 -0.0555334 0.0043011 -0.00283364 0.00831772
internal_weight=75.6865 0.480379 75.2061 1.22801 73.9781 0.973652 0.46399 73.0045 2.66699 2.31848 1.55722 70.3375 1.12772 69.2098 0.74915 68.4606 2.29672 0.761262 66.1639 63.9715 1.00054 62.971 1.24548 61.7255 60.1006 15.7975 1.99151 44.3031 13.806 9.55431
internal_count=2900 226 2674 143 2531 240 77 2291 217 138 72 2074 49 2025 67 1958 89 66 1869 1750 70 1680 74 1606 1564 413 40 1151 373 252
is_linear=0
shrinkage=0.0905731


Tree=756
num_leaves=31
num_cat=0
split_feature=9 6 18 6 15 9 19 12 5 15 6 4 16 16 13 8 13 15 9 16 13 16 9 18 10 3 0 3 15 17
split_gain=0.0909525 0.277532 0.27405 0.239397 0.189775 0.118091 0.400871 0.490478 0.476529 0.444247 0.43886 0.402998 0.333353 0.673908 0.287096 0.357942 0.26025 0.256934 0.241897 0.299753 0.2267 0.280321 0.206611 0.371125 0.969944 0.613842 0.708905 0.927318 0.403727 0.316542
threshold=37.256168974800005 2.7550643716500001 16.433295803950003 5.3251244207000008 5.4774945026000008 188.53841931785004 14.451165964200003 152.88762959770003 20.102686929350003 40.301031380450006 15.265356672600001 241.84804450315002 22.554947256700004 21.084950694200003 112.82921081865001 5.9453602998000008 117.50443950750001 38.469938489650012 186.14781787895004 18.934955721800005 117.47217800995001 19.304954856600002 193.06224578400005 13.451704604950001 62.030794443850006 92.539417308200015 89.219171517050015 86.729659288250005 41.403124198950003 177.83257937300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 7 8 10 12 18 -9 13 14 15 -10 20 -8 19 -2 21 -13 23 24 28 26 -25 29 -7 -28
right_child=5 3 4 -5 -6 22 17 11 9 -11 -12 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.05629511718623334 -0.067790222364030067 -0.084160061273623993 0.06532810942982728 -0.00057775363591029824 -0.091901571487481404 -0.079204370425863896 0.058857772744718428 0.064238244649236775 -0.092302896276098792 0.010894241301527567 0.092841812041255217 0.013605578481696749 -0.091386841017093545 0.093016624676881654 -0.1212445665807374 0.092448467155779757 -0.063512691687688555 0.0034699660564615226 0.052870377194035076 0.021257043040416649 0.094245629694069466 -0.058176390521467176 0.0014267890575218995 0.090242241317332425 0.03940768484935666 -0.10685335108065375 0.07538750084196319 -0.11278001016602267 -0.00029146915282929635 -0.017968218318769252
leaf_weight=0.58164007368031834 0.68254104768857649 0.64725352990353691 0.086944186434266157 0.49695727764628828 0.22843186231330037 1.1479869522154316 1.8402730748057359 1.1863515031509431 0.19003033729040975 0.97006737533956755 0.45511449128389347 5.710082206505831 1.3539966233074663 0.29372060298919678 0.39979840975138359 0.15718496590852737 0.40338835447619192 1.0963836596638428 0.40949744359386375 0.56833854969590902 0.26050614670384664 0.48413609305862326 48.002090345464239 0.43484164495021183 2.6412390728728496 0.78087896131910373 0.39400376577395979 0.8344992659986018 0.99094759848958336 1.2222076140315037
leaf_count=18 73 188 28 20 142 19 23 48 70 16 7 466 21 4 101 3 29 32 12 14 3 20 1375 7 39 15 16 13 29 49
internal_value=0.000568719 -0.018288 0.0194313 -0.0478583 -0.0485558 0.00109664 0.0078467 0.00126058 -0.0196368 -0.0408139 0.0140466 0.0154969 -0.0617601 -0.0232157 -0.0689174 -0.00866564 0.00706535 0.0381791 -0.00755137 -0.0273315 0.0114761 0.00799515 -0.000871794 -0.0139347 0.00269252 -0.0356126 -0.0163337 -0.035244 -0.0426448 0.00479026
internal_weight=74.9513 2.04123 0.897016 1.14421 0.315376 72.9101 16.4614 13.5248 5.48029 3.3648 2.11549 8.04446 2.39473 1.04073 0.747014 0.347215 6.85811 2.93666 1.66038 1.25088 6.45472 6.19422 56.4487 8.4466 4.78017 3.66643 2.88555 2.45071 2.13893 1.61621
internal_count=2900 396 188 208 170 2504 942 887 321 215 106 566 199 178 174 73 518 55 99 87 489 486 1562 187 87 100 85 78 48 65
is_linear=0
shrinkage=0.0905731


Tree=757
num_leaves=31
num_cat=0
split_feature=8 13 5 17 18 9 18 17 2 12 15 2 18 0 16 17 17 8 2 17 17 19 5 12 8 10 13 16 16 3
split_gain=0.0890593 0.141442 0.311023 0.300431 0.135664 0.203863 0.161918 0.216792 0.270435 0.238456 0.236477 0.231337 0.162371 0.141839 0.206535 0.138695 0.529669 0.248207 0.223542 0.212155 0.188516 0.433658 0.7088 0.285667 0.237077 0.306781 0.217187 0.20538 0.188907 0.212775
threshold=10.441851282850001 119.04223755815001 32.00428233840001 163.87835909345003 11.639306137250001 58.059373288650008 11.904475184000002 168.75790693355003 234.61110956795002 66.834523482800009 27.008040895250005 240.40082529430001 14.163996107200001 101.15323715815002 12.644970430600003 175.17291212335002 179.88087463185005 7.4441906275000003 127.74713841330002 181.27812760255003 183.58889821140002 14.251149826300002 13.999568943650003 78.909246879600019 8.8430989333000021 63.565904036300005 95.99139754765001 21.534949641950003 22.714946882600003 93.932038619750017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 8 10 -9 13 -10 -13 -8 -15 -11 17 18 -17 -18 21 22 26 -22 28 -26 -21 -27 29 -25
right_child=-2 2 -4 -5 6 -7 7 9 11 15 -12 12 -14 14 -16 16 19 -19 -20 20 23 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.10213831571669635 0.04071618320046768 0.048836404299931989 0.047214993625064941 -0.10426389874424653 0.041006550825455769 -0.1039609756694122 -0.11161975482119901 0.052861954691229479 0.10167582220254828 0.02316069772890289 0.066131154196760605 -0.10523112575881566 0.039768855845663531 -0.10264875913957378 0.10313480839278184 0.083340908346999351 0.046274984692719699 -0.090907617000422367 -0.053744438394107245 -0.037599745823679892 -0.075684207179472232 0.035169910113457027 -0.10542596680800698 0.0033591061846961097 -0.088613092999073939 -0.046153016683983777 0.072615732066321922 0.024097598508556126 0.031858045782199848 -0.030621125170612586
leaf_weight=0.059205077588557198 0.54829030428663728 0.16391070507233851 0.31705762696219608 0.58784260266111232 1.0016504093455285 0.25345052263674006 0.6262736796907109 0.88607570808380742 0.20874204952269793 2.6330547123725401 0.11279659543652087 0.15850269654765725 0.15060875946801389 0.11420407942114252 0.085126481950283051 0.18568034237250575 1.0229338859862753 0.93107727286405861 0.33100970307714306 0.32541109230078236 0.47593506681732733 0.7984793810173868 1.0629973194445481 54.222857341879717 0.63312198073981507 0.74630724686721783 0.3968160765216453 0.94072578847408295 2.233760029776021 1.9075830135843705
leaf_count=1 14 12 9 67 32 96 112 14 4 153 16 13 35 79 1 11 34 34 66 30 16 13 48 1768 22 24 13 20 40 103
internal_value=0.000562798 0.000263563 -0.0358493 -0.0708822 0.000795913 -0.0649336 0.00108058 0.00051882 -0.0376682 0.00131628 -0.0696808 0.0203419 -0.0345826 -0.0882359 -0.0147664 0.000652884 -0.000242149 -0.060063 -0.00448076 0.00109506 0.000370029 -0.0260887 -0.0534878 0.00148777 0.00209301 -0.0292558 0.0229564 -0.00697977 0.00333923 0.00220429
internal_weight=74.1215 73.5732 1.06881 0.751753 72.5044 0.312656 72.1917 71.1901 1.45625 69.7338 0.938401 0.517854 0.309111 0.825604 0.199331 68.8478 66.2147 1.44777 0.51669 64.7669 63.744 2.5837 1.78522 61.1603 60.6844 2.32016 0.722227 1.68703 58.3642 56.1304
internal_count=2900 2886 88 79 2798 97 2701 2669 260 2409 208 52 48 192 80 2395 2242 111 77 2131 2097 104 91 1993 1977 66 43 44 1911 1871
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=6 6 10 7 16 18 9 16 16 18 17 8 3 8 12 16 16 17 18 7 8 0 16 7 0 10 16 10 13 0
split_gain=0.341094 0.828986 0.485388 0.308735 0.276384 0.903578 0.898884 0.510745 0.664945 0.833149 0.562169 0.532981 0.520599 0.476172 0.468116 0.304926 0.534278 0.463874 0.933679 0.419805 0.352285 0.329001 0.903957 0.873232 0.806279 0.783577 1.32251 1.09478 1.04071 0.715473
threshold=13.075305502400001 12.380289263450001 67.316303128300021 29.973557588500004 14.524966034300002 17.140917755100002 66.750324551100007 15.919962772200003 17.844958270700005 13.809421053700001 183.58889821140002 4.9461400813500012 82.866344954800013 2.9476996444500005 211.56805207830004 18.094957686100003 18.594956516900002 191.89151741935004 14.752187928300001 25.823591744850003 7.943800736700001 94.047642319350018 19.214955067100004 24.861556163250004 92.313586825200005 66.697957758300021 19.974953289850003 66.318885161900013 113.92610173585001 89.738043936200015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 10 9 11 12 13 -6 -9 -12 -10 17 18 20 21 -17 22 24 -23 -18 27 -27 28 -24 -30
right_child=4 -3 3 -5 7 -7 -8 8 15 -11 14 -13 -14 -15 -16 16 19 -19 -20 -21 -22 23 25 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0013077759951041874 0.0012937438404134905 -0.0017328145195927931 7.6431839205941962e-05 -0.0019855312888154811 -0.0016388622725282825 0.0012622095292028951 -0.002182961368518315 0.0020162807303477719 0.0011182349168684512 -0.0020709007325385247 0.00058721352573904968 0.0020446997249965486 0.00080883331835969832 -0.0020555030987202015 0.001875723353984953 0.00045768797604842196 -0.00035350702767070078 -0.0020685820636495451 0.0021294586783620864 0.001182616822363159 -0.0023303682830962164 -0.0014959010638786957 -0.0014329137575110312 0.00048177204631647317 0.0016049304633835989 1.9679339846257412e-06 -0.0021964412878792906 0.0014178713447202838 0.00010189380178547964 0.001200174718435689
leaf_weight=1.1051662735408232 0.37381504510994945 1.2133257351233613 14.960601118429619 0.28448867455154037 0.69205525936558732 0.73619019452598866 1.2158100576634749 0.15427896380424444 1.198011863103601 1.1849874879117122 3.6718096942640841 0.41958115994930267 0.64585356011230033 0.3884341203229269 1.5381164795253424 0.25950819913123202 1.1206354778987577 0.77189575699594559 0.44797421572729945 1.4813578538596619 0.5303003714652732 1.6437193941092112 1.6376013159751881 1.7965994905680416 2.8989872140809894 3.6256344484863794 1.4821465993300078 2.5649054460227481 45.876973523001652 2.3997675310820332
leaf_count=43 14 76 944 165 14 16 107 2 20 80 50 4 39 97 24 29 36 62 4 25 40 53 17 30 31 45 37 31 739 26
internal_value=7.85912e-05 -0.000169053 -5.30086e-05 3.79535e-05 0.000132451 -0.000533671 -0.00136538 0.000152204 0.000104448 -0.000970265 0.000676471 0.000385079 -0.000457277 -0.000898003 0.000967618 0.000137541 0.000120398 -0.000875667 -0.000131751 0.000150487 -0.00141429 0.000126982 0.000159936 -0.000463123 0.00105894 9.71846e-05 -0.000635954 0.000168541 0.000104342 0.000156488
internal_weight=98.3205 17.5636 16.3503 15.2451 80.757 2.32582 1.58963 78.4311 71.8833 2.14728 6.54783 0.962294 1.33791 0.542713 5.20993 69.736 68.538 2.00968 1.23778 66.5283 0.789809 65.047 61.6067 3.44032 4.01962 57.587 5.10778 52.4792 49.9143 48.2767
internal_count=2900 1228 1152 1109 1672 137 121 1535 1408 183 127 103 53 99 74 1225 1205 135 73 1070 69 1045 962 83 67 895 82 813 782 765
is_linear=0
shrinkage=0.00196078


Tree=759
num_leaves=31
num_cat=0
split_feature=6 6 0 5 5 5 10 10 0 13 10 7 19 2 9 17 10 3 7 2 5 13 10 19 16 10 16 15 16 7
split_gain=0.511625 0.728038 0.486411 0.41686 0.726068 0.353499 0.69096 0.66963 0.609656 0.393733 0.340298 0.453625 0.808044 0.428319 0.413296 0.410205 0.390313 0.341246 0.311354 0.549755 0.505971 0.599299 0.710248 0.471924 0.440851 0.636617 0.471896 0.341544 0.310062 0.288814
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.579584939650001 16.892865140250006 17.671168838450004 70.026268923800004 71.090898343450007 96.055920542800024 107.89051323300002 78.220689305400015 22.940014114900002 12.851036860900001 243.75909071190003 214.76807342595004 204.75389752000004 78.433077497700012 80.043463917850019 24.101221167900004 224.18737221905002 14.515626273450001 98.238948544700023 82.570614560500005 12.150980378200002 9.6249774926000011 90.740838818900016 13.804967718000002 23.163629804900005 16.554961287300003 24.029932718600005
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 -8 -9 11 -1 -13 14 15 29 -12 18 19 -18 21 22 -20 -23 25 -24 27 -26 -25 -14
right_child=1 2 -4 4 5 7 8 9 -10 -11 16 12 13 -15 -16 -17 17 -19 20 -21 -22 23 24 28 26 -27 -28 -29 -30 -31
leaf_value=-6.1971655136826733e-06 0.0012926202220629949 0.00095947917551837984 -0.0011212167232547688 -0.0015696302818634135 0.001629430420592892 0.00015467191080483053 -0.00093402448740454466 -0.0002437915097719477 0.0010289511177069565 -0.0020481948897745827 0.0011141003548876393 -0.0021204333555068094 4.3100660208669951e-05 -0.0015120257234289779 0.0015083176599995102 0.00059435407779710216 -0.00097486172833258613 -0.0020984282691617327 -0.002047890347681245 0.0015168274323377599 -0.0020690205945247488 0.0012651811466319117 0.0011990861385056241 -0.0015775839162043357 -0.0020026727803684106 -0.0012943572975638873 0.00011171886524915076 0.0014190972549093738 0.00056964264156162238 -0.0021113118831478372
leaf_weight=4.4903756231651659 2.1692382320761672 2.4253039588220409 1.1569644620176394 0.95027821091934939 1.7924076411873091 63.545326112400289 1.2447340744547548 1.068083471385761 1.1896911077201364 0.82333482609828923 1.1877510776394036 1.4098470265744252 0.40104179910849846 0.89674889791058365 0.58592005586251605 0.88314542500302196 0.48426931050198341 0.30980409035692069 0.8725787844450642 1.1462542668450622 0.50129801689763631 1.8702585762366655 1.5235365343687592 0.46284607634879626 0.99195950222201668 0.53084417869831657 1.3319435941521076 0.12644773456850089 0.58578499243594706 0.59293482801876962
leaf_count=208 34 30 36 24 15 1284 35 38 12 58 35 100 15 37 12 32 36 26 81 26 44 35 50 22 223 229 69 4 22 28
internal_value=9.81426e-05 0.000172936 0.0001402 0.000160181 0.000132729 0.00015595 0.000705522 0.000120451 2.52716e-05 -0.00102925 -0.000171456 -0.000453471 -0.000874558 -0.000351759 7.06726e-05 -0.00037807 4.75243e-05 -7.04537e-05 -1.0205e-05 0.00077679 -0.000156066 -4.04759e-05 -0.00042875 0.00067482 -0.000115118 0.00055479 -0.000676771 -0.00161581 -0.000378103 -0.00124207
internal_weight=97.551 76.3654 74.1961 73.0392 70.6139 69.6636 4.22683 65.4367 2.43443 1.89142 21.1856 9.26001 4.76964 3.35979 2.46304 1.87712 11.9256 10.7378 10.428 1.63052 8.7975 8.2962 5.37731 2.91889 4.50473 2.05438 2.45035 1.11841 1.04863 0.993977
internal_count=2900 1566 1532 1496 1466 1442 62 1380 47 96 1334 432 224 124 87 75 902 867 841 62 779 735 656 79 575 279 296 227 44 43
is_linear=0
shrinkage=0.00196078


Tree=760
num_leaves=31
num_cat=0
split_feature=13 16 10 10 13 3 16 16 15 6 13 8 15 19 18 13 17 15 17 15 9 0 18 15 5 0 16 16 12 5
split_gain=0.512206 1.62523 1.2793 1.28293 0.713061 1.13445 1.11295 0.803696 0.976325 0.770342 1.31822 0.778989 0.731659 0.793182 0.705936 0.666648 0.640749 0.607248 0.568447 0.536627 0.481887 0.413939 0.398566 0.674078 0.377666 0.731792 0.351479 0.554782 0.43809 0.413571
threshold=112.82921081865001 19.974953289850003 66.318885161900013 65.727424373200009 109.72404167800001 86.130133125200004 19.214955067100004 18.684956306450005 29.049007317550004 14.775345223550003 107.97116697695002 7.943800736700001 27.992471162000005 12.851036860900001 14.025183600500002 103.58091484995002 212.33270692945004 26.410889167300002 200.23903127160003 20.044580420600003 213.24207352880003 93.972365491700018 14.371157440600003 28.129673635100001 20.206488238950005 88.76213363490001 13.534968349350001 13.039969506900002 176.04981466085005 11.340760943700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 16 6 -6 7 8 12 10 -9 -12 13 17 -10 19 24 26 -16 -15 -20 -17 23 -7 25 -2 27 28 -1 -28
right_child=2 -3 -4 -5 5 22 -8 9 14 -11 11 -13 -14 15 18 21 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0014386943982913373 0.001531605435441956 -0.0017218472308921835 0.0014988167518375031 -0.002010978908127202 0.0017755243548292956 0.00076643978041522566 -0.0016662522463619911 0.0013581006748726555 0.0011378737586866907 0.001779695108243957 0.00059034500722128091 -0.0021310374384424071 0.0012190761596927286 -0.0020885571328091964 -0.0023041969297366259 -7.6223503996188877e-05 0.0016765301845536502 -0.0021569455291903816 -0.0020431132844043404 9.8094835945291897e-05 0.00095071525667059481 -0.002144024552030362 0.00093638860875681549 -0.0012402571982175639 0.0001092225240199267 -0.00013301598110162651 -0.00057299792144879748 -0.002109847346316055 0.00011590030824826492 0.00043021002714011236
leaf_weight=0.79354766900725593 2.1189442302566013 2.1524510690942398 2.8635098580270997 1.0333275441080321 2.1899323766119769 1.092528619954465 1.6205537568312127 1.7732963375747197 0.41878929012454991 1.7252207957208154 0.66671241540461768 1.02785571035929 1.7367765865055833 0.50767811803962049 1.6010156133270359 0.48948105733143199 1.099806822836398 0.45903425879077886 0.35863590036751691 2.8753341376723256 0.48793188022682443 1.5534289067145435 1.2242234513978472 1.5662034209817646 43.474247712463693 1.9495166484266517 1.812685419077751 0.55837497592438001 5.7240069292602129 12.30211520566081
leaf_count=202 27 49 33 14 17 35 39 24 12 13 16 40 24 34 85 24 18 19 28 141 19 69 11 19 857 21 144 59 520 287
internal_value=9.16225e-05 -5.77506e-05 0.000224445 0.000150985 2.26232e-05 0.000647055 -7.58922e-05 -5.99443e-06 -0.000123202 0.000708995 0.000176335 -0.00106033 -1.46299e-05 -9.37663e-05 -0.00121456 -0.000764139 0.000196912 7.42443e-05 -0.00161707 -0.000230049 -0.000317576 -0.00164858 1.06134e-05 -0.000415663 0.000162684 0.000733956 0.000122576 -0.000234082 -7.338e-05 0.000301374
internal_weight=99.2572 46.7178 52.5394 49.6758 44.5654 6.07289 38.4925 36.8719 31.6788 5.19309 3.46786 1.69457 28.8125 27.0757 2.86637 5.42592 48.6425 21.6498 2.44758 3.38301 0.846568 2.04291 3.88296 2.65873 47.5427 4.06846 21.1907 7.07593 6.51755 14.1148
internal_count=2900 1930 970 937 1881 82 1799 1760 1667 93 80 56 1523 1499 144 268 923 1231 132 175 47 93 65 54 905 48 1212 781 722 431
is_linear=0
shrinkage=0.00196078


Tree=761
num_leaves=31
num_cat=0
split_feature=6 6 0 5 5 10 19 0 12 10 0 18 17 10 3 5 8 5 13 6 17 19 10 0 15 3 15 17 17 3
split_gain=0.350549 0.604426 0.414695 0.461718 0.752844 0.329152 0.506384 0.947656 0.748049 0.674563 0.660347 0.607166 0.531572 0.423603 0.389869 0.317261 0.473989 0.597723 0.525456 0.576865 0.630181 0.497524 0.446942 0.308803 0.695309 0.90613 0.584673 0.560305 0.548068 0.477042
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.579584939650001 16.892865140250006 78.220689305400015 12.651020723000002 95.897301513100004 212.36614019295004 72.496961945650014 99.983757871350008 13.601370067700001 207.79550897605 78.433077497700012 80.043463917850019 9.9970238968500009 5.5456722124000004 14.515626273450001 98.238948544700023 13.200308423050002 242.64190980425005 12.150980378200002 82.204984254750016 93.972365491700018 29.049007317550004 82.753429713350016 28.129673635100001 201.59899553070002 205.63493178080003 85.80214123330002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 11 9 -8 -11 -1 -10 -7 15 22 -17 18 19 20 -18 -20 -15 29 26 -26 -25 -27 -29 -6
right_child=1 2 -4 4 23 13 8 -9 12 10 -12 -13 -14 14 -16 16 17 -19 21 -21 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-0.002026527253140141 0.001189772452435808 0.00097084193392487619 -0.0010659996247113833 -0.0015887733520088705 0.0011305095352603448 0.0011454629619727312 0.00087156976578222701 -0.0021083663929395702 -0.0021312335411463423 -0.0020584284901160213 0.00089783952265719529 0.00072786482485906392 -4.2810139830652006e-05 -0.0020420193662797391 -0.0021118235678278113 0.0013939114245632908 -0.0020389828931121983 -0.0020605922726214211 0.0013256119970372793 0.0011866809541761084 0.00061798576305000864 -0.00028538271794116077 -0.00015462023069944233 -0.0002492522249776345 0.0012016299969573327 -0.0021771800874377839 0.0012654677090475418 0.0007049542284973901 -0.0017133472862267947 0.00014680739225926881
leaf_weight=0.41416166292038026 2.0805469062179318 2.4628687477670601 1.1198267808649678 0.99219552846625347 1.9578062740620215 1.2748356811935071 3.0171799570089206 1.6068051129113881 0.96015548874856882 0.71856174175627507 0.48764123884029686 1.1968968341680009 0.91524338960880414 0.57128954678773558 0.34122446441324505 1.1846414820756761 1.0289588880841622 0.48099568590987463 1.9868869921192529 0.54945043113548298 0.51496839616447676 1.1716513028368352 3.0992668676408357 2.6817341037094584 0.66320629150141064 1.4947868065937657 1.5437025101855395 0.74524659325834341 0.69755807600449771 59.411051264401976
leaf_count=43 34 30 36 24 27 35 45 112 50 73 18 60 31 56 26 25 148 44 34 13 21 42 458 46 10 98 17 17 30 1197
internal_value=8.48524e-05 0.000147519 0.000118124 0.000136377 0.000107095 -0.000136018 -0.000413557 -0.00104289 -8.15079e-05 0.000376096 -0.000863275 1.97815e-05 -0.00111203 7.5854e-05 -4.89089e-05 1.75729e-05 0.000264813 3.14975e-05 0.000223101 -0.000538729 -0.00115277 0.000728018 -0.000448377 0.000131412 -0.000235389 -0.000868498 0.000304129 -0.00133586 -0.000464231 0.00017819
internal_weight=97.3713 75.8505 73.77 72.6502 70.1873 21.5208 9.31665 3.21786 6.09878 4.22338 1.2062 1.61106 1.8754 12.2042 10.9293 10.5881 6.91755 5.73291 5.25192 2.09338 1.54393 3.15854 3.67056 69.1951 7.82623 3.6008 4.22544 2.93759 1.4428 61.3689
internal_count=2900 1566 1532 1496 1466 1334 432 215 217 136 91 103 81 902 867 841 327 302 258 182 169 76 514 1442 218 155 63 145 47 1224
is_linear=0
shrinkage=0.00196078


Tree=762
num_leaves=31
num_cat=0
split_feature=6 6 0 10 3 3 5 5 3 6 8 2 2 17 6 6 2 16 0 10 13 7 0 13 8 8 5 0 0 10
split_gain=0.100568 0.421497 0.252324 0.328169 0.343732 0.381071 0.699811 0.521012 0.366878 0.800469 0.477232 0.648133 1.04624 0.765737 0.265547 0.785515 0.34828 0.289685 0.391037 0.811681 0.870018 0.321638 0.297715 0.815858 0.219861 0.40872 0.217937 0.164317 0.275785 0.266132
threshold=13.665319288000001 13.775321858200002 97.835679825150024 75.465019721650009 85.54673771085001 86.302194445500007 18.613387752550004 17.886193876600004 84.968719212850019 14.980350013450002 7.943800736700001 147.87428232835001 106.46918899020001 184.59783591905003 14.815346158200002 15.025351064900002 201.92500828480004 18.564956587050002 92.031298721500022 66.697957758300021 113.13031812925001 19.152455927400002 90.437043050150024 113.85351336640001 8.1436447804000007 8.543332867800002 19.500380888400006 89.738043936200015 89.528344202050008 62.837331883000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 -2 3 4 8 6 -6 -7 10 -10 -3 12 13 -12 16 -16 -9 21 19 20 -19 -17 23 -22 -1 -26 -25 28 29 -28
right_child=1 2 -4 -5 5 7 -8 14 9 -11 11 -13 -14 -15 15 17 -18 18 -20 -21 22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.0021449809256076121 0.049997070052864773 0.054554228423534995 -0.046858512377956858 0.041634622159223943 0.060109342322056225 -0.072213644699526958 -0.023545094450320967 0.078262740831468142 -0.10357424585736726 0.044709460445195214 0.011406170206310887 -0.081744514470202589 0.06835003651645738 -0.089563320944021599 -0.082244312035625197 0.0030047091788094988 -0.0059345525046893624 0.092495823671442615 0.051877264389726868 -0.076121966928655097 -0.08163377131510291 -0.10776961446530349 0.043937717929903898 0.050659691076293978 -0.066621155739801638 0.035960035520089764 -0.00020048032967179459 0.036555086823551672 -0.042424982030830845 0.027741930769054894
leaf_weight=12.700417506290249 1.484918851405381 0.85765372542664309 0.88501227414235373 1.6542004476941645 2.4018725128844376 0.78116380819119413 1.2458821554901076 0.85203085202374385 0.99628251621106734 0.42649019288364798 1.3530346658080823 1.0475075364520305 1.2022565505467353 1.1313998068217186 0.90931832969727011 0.45703514017168245 0.76477388170314953 0.89863043650984664 1.348645772319286 1.054485878907143 0.95901181106455524 0.40607207711218507 1.361939439550041 0.77048552967607875 1.1399841310922045 0.44223940529627714 30.162735454032372 1.0922187920659769 1.1659924909472454 3.0818987201782866
leaf_count=1227 34 15 36 30 33 12 30 25 64 9 24 63 21 40 24 91 19 17 18 31 17 121 20 10 91 16 683 12 12 55
internal_value=0.000727379 0.00233512 0.00114099 0.0018686 0.000709028 0.00335734 0.0315374 0.00112591 -0.0180601 -0.0591247 -0.0076118 -0.0188739 -0.00101031 -0.0345749 0.00239101 0.00105646 0.0384361 0.00282794 0.00389796 0.00230212 0.0043961 -0.0491121 0.00234478 0.000823331 -0.00611135 -0.0379492 0.00300337 0.00196913 0.000871346 0.00238988
internal_weight=75.0356 60.7529 59.268 58.383 56.7288 49.7142 3.64775 46.0664 7.01462 1.42277 5.59185 4.7342 3.68669 2.48443 45.2853 43.6685 1.6168 42.7592 41.896 40.5474 39.4929 0.863107 38.5943 37.2323 14.2826 1.58222 36.2733 35.5028 34.4106 33.2446
internal_count=2900 1566 1532 1496 1466 1230 63 1167 236 73 163 148 85 64 1155 1111 44 1087 875 857 826 212 809 789 1334 107 772 762 750 738
is_linear=0
shrinkage=0.0905731


Tree=763
num_leaves=31
num_cat=0
split_feature=5 0 7 18 6 5 19 7 3 9 2 16 3 6 5 5 10 0 3 2 7 6 18 17 2 6 7 9 18 10
split_gain=0.0854217 0.357333 0.235816 0.3515 0.286239 0.281517 0.277576 0.179567 0.308219 0.436237 0.685182 0.184496 0.234948 0.324663 0.392185 0.438196 0.505952 0.323161 0.268306 0.862131 0.227579 0.217739 0.179105 0.943291 0.452505 0.313325 0.174227 0.827669 0.348805 0.722552
threshold=29.040033326300005 75.994645973400011 21.725272673150005 11.955585097900002 16.495385412050002 31.302824910800002 13.351077205700003 19.975862989550006 94.92945658615001 186.67271206880002 122.26439358135001 22.724946859200003 93.883646373400012 16.545386580300001 23.151456684850004 23.524801812050004 61.885617704800005 85.807518149550006 93.58791597905001 86.011634045550025 22.892948161350002 16.455384477450004 13.278511569200001 184.59783591905003 157.69206214580001 16.475384944750001 23.195026784100005 195.39349636155001 13.954623666350001 62.837331883000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 -7 -3 11 10 -10 12 17 14 -14 -16 -17 21 22 -20 -21 -9 23 -19 25 -25 27 -24 29 -28
right_child=2 7 -4 4 -6 6 -8 8 9 -11 -12 -13 13 -15 15 16 -18 18 19 20 -22 -23 26 24 -26 -27 28 -29 -30 -31
leaf_value=-0.099590921711960989 0.075291160975264199 0.033922166656702633 0.097432027749491348 0.059654295312969806 -0.10188525467139829 -0.089883421650023679 0.031221068919233753 0.0076590204256536867 0.09478990583945289 -0.10464139367780378 -0.10963481984422588 0.031328898040051296 -0.078727362846131146 0.016194686476652616 0.07038750939027591 0.098809427178825585 -0.10227484338315472 -0.046794335406782579 0.03608324719904743 -0.10546284343444605 -0.023710946875779862 0.062200728008722776 0.003373757249534193 0.072978711723361497 -0.012252027478865609 0.019624095448702441 0.00096745975811578352 -0.066614550627636424 -0.0034050259884674905 0.056557319708419825
leaf_weight=0.33055625240740383 0.69876650813966967 1.4611859348296992 0.30615130311343808 0.13645584479672823 0.39375832596124383 0.25966466273166589 0.53529690408322494 1.4123249499825754 0.36207002884293504 0.6199220028356649 0.26042413857067004 1.7740699250134628 1.3485693554721363 1.2471827613699131 0.45787289203144588 0.15283364802598953 0.47448141310815117 1.7311509020073561 1.0274575985968106 0.97731800664041635 0.46390861939289607 1.2973702317103741 6.5350898184406088 2.4035202250815928 1.4303816212341187 1.7624675184488294 7.6181163419969362 2.0508963577449322 31.479939521866072 3.0150294862687588
leaf_count=112 33 70 9 6 54 34 29 23 23 60 33 31 29 28 8 2 72 41 14 35 25 20 257 33 25 21 101 31 1602 39
internal_value=0.000701109 0.00011248 0.0188125 0.00692013 -0.0603115 0.0307847 -0.00833626 0.000574306 -0.000122772 -0.047569 0.00926761 0.000735777 -7.56695e-05 -0.0236812 -0.0441157 -0.00110356 -0.0532844 0.00129907 -0.000155491 -0.0311893 -0.0791482 0.0337729 0.00116481 0.0152111 0.0343915 0.0504064 -0.000865293 -0.013344 0.00167887 0.01673
internal_weight=74.0242 71.6941 2.33009 2.02394 0.530214 1.49373 0.794962 71.3636 69.9024 1.24242 0.622494 68.66 66.8859 3.68094 2.43376 1.08519 0.627315 63.205 60.4953 2.46868 1.44123 2.7097 58.0266 7.32752 5.59637 4.16599 50.6991 8.58599 42.1131 10.6331
internal_count=2900 2735 165 156 60 96 63 2623 2553 116 56 2437 2406 139 111 82 74 2267 2224 74 60 43 2150 120 79 54 2030 288 1742 140
is_linear=0
shrinkage=0.0961169


Tree=764
num_leaves=31
num_cat=0
split_feature=9 6 18 6 15 15 15 5 9 12 7 16 19 6 17 6 13 7 19 7 4 2 17 18 12 4 10 9 10 10
split_gain=0.0840643 0.258402 0.249706 0.221538 0.175705 0.107169 0.277304 0.256222 0.243476 0.223133 0.19193 0.178091 0.436194 0.286871 0.482705 0.379114 0.338709 0.411884 0.277923 0.275589 0.26897 0.213141 0.223539 0.208236 0.238603 0.329513 0.320555 0.294745 0.266436 0.17489
threshold=37.256168974800005 2.7550643716500001 16.433295803950003 5.3251244207000008 5.4774945026000008 11.896459116400001 12.389956812050002 9.180927113800001 48.745053608200003 373.49115436520009 22.726915405250001 13.534968349350001 11.850956171350001 13.665319288000001 199.41622983390002 13.775321858200002 99.962250206350021 19.701858966650004 10.550851274900003 24.437987282900004 181.76113425110003 292.80063980640006 172.46189488870002 18.645258535250004 195.51336019310003 277.92641379865006 76.919475570250015 199.82130058355003 78.433077497700012 80.468240302450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 9 -7 10 -9 -2 -8 18 29 14 16 -15 -14 -18 -10 21 -16 22 -20 24 -22 -26 -27 -28 -29 -13
right_child=5 3 4 -5 -6 6 7 8 11 -11 -12 12 13 15 20 -17 17 -19 19 -21 23 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.058089114967872474 -0.07999256855756659 -0.08946493886096471 0.066311916098486287 -0.0017969459043366449 -0.099378802188960447 0.065668004585305251 0.012670624017265444 0.047836463046080205 0.034505714113218844 0.051563991075294378 -0.10061419946512308 0.028461377548679737 0.0082768875035003527 0.052433375538191163 0.078131614005262709 0.0012420634858881902 0.041598603503697186 -0.10473102683120862 0.0026545134923729305 -0.10099237183614723 -0.067645222721792131 0.067111542114337161 -0.10688180584234135 0.058597952243124828 0.080385896419358588 -0.072451222882673236 0.069228915735784768 0.038931951858526277 -0.068167729857439685 0.095118005502060371
leaf_weight=0.5810299747390667 0.41206373547265585 0.62149487319766172 0.086201563593931496 0.49990586028434336 0.21481139752722811 0.64250276731763634 0.22066946187987824 1.0745355490362261 0.52210240356725934 0.17721184553374769 0.41237170761451125 1.1358635040960496 0.52631463424768243 1.4252841975539912 0.38030024478212032 57.005856618725375 0.21661008242517699 1.2625006834568919 0.44537017461607298 0.58972887255367823 0.69573035743087608 0.22707626806368353 0.29949958963334211 0.39499233994865779 0.38741336949169669 0.69642310199560631 0.50127377943135776 0.37894436065107584 0.54344254211173393 0.56729280203580845
leaf_count=18 141 188 28 20 142 30 19 38 69 16 114 44 22 33 7 1452 6 92 44 117 62 8 41 15 7 50 15 10 37 15
internal_value=0.000648369 -0.0191572 0.0205432 -0.0503837 -0.0519297 0.00120612 0.00155388 0.000964639 0.001532 -0.0404298 -0.0611247 0.000802469 0.00169185 0.000397018 -0.0200475 0.00249075 -0.0592673 -0.0833016 -0.0274175 -0.0481198 -0.000278324 -0.0160393 -0.0413882 -0.00856557 -0.0168475 -0.00275322 -0.0179456 0.00871727 -0.024168 0.0506636
internal_weight=73.1448 2.00344 0.882043 1.1214 0.301013 71.1414 70.5521 69.9096 69.2766 0.589276 0.633041 68.202 66.1182 64.4151 5.98395 58.4311 2.00543 1.47911 2.08378 1.56167 3.97852 0.971946 0.74487 3.59822 3.20323 2.5075 2.12008 1.42366 0.922387 1.70316
internal_count=2900 396 188 208 170 2504 2347 2317 2184 157 133 2146 1867 1808 323 1485 120 98 279 210 203 93 85 196 181 119 112 62 47 59
is_linear=0
shrinkage=0.0980392


Tree=765
num_leaves=31
num_cat=0
split_feature=19 8 17 6 8 10 15 9 9 2 8 6 15 17 2 0 18 0 18 4 2 17 17 17 2 4 9 8 3 0
split_gain=0.082658 0.173088 0.142308 0.152822 0.112013 0.415835 0.249072 0.166952 0.388521 0.442633 0.35773 0.896951 0.34907 0.388096 0.338114 0.38981 0.308635 0.202958 0.421933 0.1559 0.154654 0.190589 0.132262 0.958798 0.366383 0.702889 0.393207 0.494434 0.365032 0.283509
threshold=14.651182102100002 8.6432548896500023 157.96759137085004 20.305474434200004 8.8430989333000021 62.55235532115001 31.198916099800005 214.22994816675003 210.97856947250003 232.04188149755001 8.4434108459500017 14.185331438000002 24.673905035600004 208.46089438445003 223.36808516470003 92.851278451300018 16.601687687950005 98.851916998450022 17.383654746850002 167.53623354625003 357.36576196840008 207.18249964335004 201.37020668845003 202.72018094520004 198.68761053240004 205.67906899175003 203.64522440670001 8.4434108459500017 82.979260196300018 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=2 -2 -1 4 7 -6 19 8 20 10 11 -10 13 17 -14 -16 -17 -9 -19 -7 22 -22 -4 -24 25 -25 27 -27 -28 -26
right_child=1 -3 3 -5 5 6 -8 12 9 -11 -12 -13 14 -15 15 16 -18 18 -20 -21 21 -23 23 24 29 26 28 -29 -30 -31
leaf_value=-0.071562901742367291 0.034740919479856074 -0.009465544296875553 0.0031155728092198969 0.044385906562801801 -0.084999783099675347 0.0045938974534769032 0.027856024645977969 0.072880376538546315 -0.094906600440436792 0.037832566745621458 -0.11189223415939099 0.06611423288830931 0.063197531480491814 -0.097822295334438911 0.052704255370016086 -0.099042833872326388 0.024713376009214586 -0.098265579378912934 0.063606933724908887 -0.080248128344492645 -0.076835806052120717 0.034427105118096969 -0.082704589435671827 0.034116937161819239 -0.017392126663756946 -0.056419184111804285 -0.071983046482201635 -0.21273203991145781 0.030441579540874647 0.044980992892048786
leaf_weight=0.24676958240524882 1.7950399117544287 1.399818244972266 49.457947670399335 0.68580612703226407 0.64695602313440703 0.36379982146900181 1.2468711833935229 0.31681145867332705 0.73949540919420476 0.54758147820393777 0.70220573898404826 0.52546742648701183 1.7214868442388254 0.41689232071075821 0.67272950429469325 0.42254145417973632 0.31038577092112973 0.29995672928635031 0.27323666890879394 0.40800864337506937 0.47066311139042127 0.19267203916388098 1.3423666367598324 1.5754247525474054 0.89597839767884613 0.93902704049105545 0.51626755147299241 0.22220823913812637 0.76950014452449977 2.329606929088186
leaf_count=96 27 34 1740 18 43 16 30 7 38 19 18 18 46 78 19 33 18 32 29 24 58 18 61 40 27 106 32 2 18 155
internal_value=0.000552823 0.015372 -0.000130775 0.000124648 -0.000319613 -0.0192558 0.00181416 0.000449144 -0.000829572 -0.0370999 -0.0579582 -0.0280183 0.018106 -0.0227927 0.0351984 0.000908248 -0.0466336 0.0123524 -0.0211023 -0.040257 0.000723968 -0.0445184 0.00124097 -0.00955183 0.00399641 -0.0149758 -0.0465826 -0.0863304 -0.0106844 0.0276555
internal_weight=72.4535 3.19486 69.2587 69.0119 68.3261 2.66564 2.01868 65.6605 61.2264 2.51475 1.96717 1.26496 4.43404 1.3069 3.12714 1.40566 0.732927 0.890005 0.573193 0.771808 58.7117 0.663335 58.0483 8.59038 7.24801 4.02243 2.447 1.16124 1.28577 3.22559
internal_count=2900 61 2839 2743 2725 113 70 2612 2350 93 74 56 262 146 116 70 51 68 61 40 2257 76 2181 441 380 198 158 108 50 182
is_linear=0
shrinkage=0.0942322


Tree=766
num_leaves=31
num_cat=0
split_feature=15 5 0 17 7 0 12 9 12 18 16 8 6 2 2 7 5 5 17 17 19 5 16 12 17 13 6 17 4 15
split_gain=0.0800108 0.235314 0.295128 0.345416 0.404644 0.178906 0.114953 0.196346 0.10695 0.427031 0.393979 0.308994 0.418021 0.249873 0.277771 0.467181 0.302907 0.180064 0.15992 0.250673 0.238399 0.406477 0.347746 0.212958 0.520834 0.33226 0.582543 0.431047 0.287658 0.452513
threshold=46.074827201850006 24.375372008600007 86.692020874450009 200.07083195085002 23.282607548150004 79.882156430000023 399.32436702310002 218.56826805385003 327.98456567570003 13.919698996450002 22.624947093000003 5.5456722124000004 15.925372093750001 297.58713971970008 270.91232589630005 29.145624000550004 23.398433971250004 19.998562110200005 208.12573104970002 242.64190980425005 14.651182102100002 18.895511665650005 18.764956119400004 234.88438170465002 199.14656950540004 117.64961624655002 16.505385645700006 196.15688609640003 314.87422430460003 26.285853065250006
decision_type=2 2 2 2 2 2 2 2 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 -3 8 -8 13 -10 11 -11 -13 14 18 16 -16 -15 23 20 21 22 -20 -1 25 26 27 28 -25 -30
right_child=1 2 -4 -5 -6 -7 7 -9 9 10 -12 12 -14 17 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00090988920731415097 -0.077593909787623386 0.016703424222065048 0.077837739505875927 -0.10197784406253661 0.041886432761893265 -0.10053366471396109 -0.02265816155955919 0.094525119344075453 -0.096589051069075046 0.020984906681695979 0.080783124514170954 -0.098816802582210678 0.034201358447373376 -0.0083116955478394275 -0.085109860940549842 0.07544440846704277 0.020622602919884454 0.077438598646072554 -0.039407892797060702 0.054868548327111154 0.049944045617401192 -0.093101652628369808 0.044429839096613952 0.074760165534762224 0.052151210203864685 0.069314876937387596 -0.10696858883903296 -0.066069598916501562 0.026341886064543872 -0.079968915157752188
leaf_weight=52.887068103321326 0.45184213930042405 0.1710132993757727 0.33930450165644277 0.34965853845642403 0.87779112107818946 0.35659554640369606 0.21928482800785687 0.30158641148591414 0.49613364594551912 0.88901905183593066 0.43299071677029122 0.65290159604410292 0.30910441651940346 0.32646260703040653 1.0320458083697293 0.26959422488653206 0.31373831137898367 0.65118053676269483 1.4011248213500955 0.37725159010733467 0.32546789571642865 0.77980093786027271 0.6399891860783099 0.64174659631680731 2.5666852818685584 0.51917671193950798 0.48989324875583395 0.64489703589060798 1.5799668544168528 0.45876052223320574
leaf_count=1758 21 4 7 16 29 77 36 11 39 100 14 65 8 44 86 31 13 19 196 29 5 29 17 13 64 10 18 28 87 26
internal_value=0.000486314 -0.0159189 -0.00261299 -0.0181665 0.00268549 -0.0625337 0.00108989 0.0451914 0.000755447 -0.0173489 -0.000136397 -0.019065 -0.0560764 0.00151917 0.000807172 -0.0377793 -0.0604608 0.0488042 0.00179169 -0.0177167 -0.0264196 -0.0352302 -0.0131207 0.00294142 0.0185102 -0.00141075 -0.011035 0.00309792 0.019739 0.00241951
internal_weight=71.7521 2.54621 2.09436 1.75506 1.4054 0.527609 69.2059 0.520871 68.685 2.78015 2.28402 1.85103 0.962006 65.9049 64.9272 1.61538 1.34578 0.977643 63.3118 3.52363 3.14638 2.82091 2.04111 59.7882 6.90113 4.33444 3.81526 3.32537 2.68047 2.03873
internal_count=2900 154 133 126 110 81 2746 47 2699 226 187 173 73 2473 2410 130 99 63 2280 276 247 242 213 2004 246 182 172 154 126 113
is_linear=0
shrinkage=0.0942322


Tree=767
num_leaves=31
num_cat=0
split_feature=13 13 13 19 16 19 0 19 2 2 18 10 16 10 6 17 13 7 15 13 4 8 8 3 18 15 16 3 15 15
split_gain=0.084213 0.315133 0.271988 0.273446 0.230617 0.354542 0.289486 0.410766 0.365973 0.326939 0.314897 0.289456 0.27744 0.407386 0.298425 0.335828 0.254722 0.228487 0.223621 0.210891 0.301146 0.248368 0.203839 0.193015 0.170251 0.169682 0.445181 0.310234 0.302857 0.406434
threshold=95.99139754765001 96.429616222950017 92.692659421600013 10.850875481800001 13.534968349350001 11.850956171350001 98.615332683000005 13.351077205700003 219.74617996645003 76.773444779000016 16.366336611050006 79.215418813700012 15.054964794950001 75.465019721650009 13.665319288000001 207.79550897605 99.19872809730002 24.891451065550005 21.595769066000003 92.138837046750012 280.33545882855009 2.9476996444500005 0.84933718570000016 93.491131486350014 17.552559642400002 22.530191796700006 17.844958270700005 82.511468481600005 28.566186095050004 27.008040895250005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 16 10 8 9 -8 12 -10 17 18 15 -15 -6 -7 23 20 -1 22 -22 -14 -9 27 -27 -20 29 -28
right_child=1 4 3 -5 5 6 7 24 11 -11 -12 -13 13 14 -16 -17 -18 -19 25 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.099939979881814245 0.073677151873211624 -0.044417237143650257 0.0078368871912957577 -0.10055875703883908 0.093478489372281634 -0.0041288168059924468 -0.0065040201658219908 -0.018131640858474227 -0.057291942016475486 -0.10266059241854507 0.054535005925250513 0.073705825096364086 -0.10262895343304225 -0.10252078213696036 0.079331903386269831 0.10253927185568898 0.014387421865565334 -0.10914204926228156 0.096521329196948169 0.053323407015490286 -0.099612159664611205 -0.099036440240196477 0.0202571176303811 -0.0076783973238484862 0.06701587960418208 -0.043778937490732819 -0.0065359865289130771 -0.0059170715642756317 -0.0006055332872735821 0.044680112230325766
leaf_weight=0.3236818184122966 0.57309045194415276 1.0730589103404771 0.36156446873792436 0.58661215589745552 0.66174974106252082 0.39824550356570299 0.47779835038818408 0.42157548310933624 0.30700316003640171 1.1773016988299785 1.0681743073801033 0.34355815651360899 0.37200744345318426 0.20937180533655819 1.0617631175555287 0.12119963020086288 0.95800341462017968 0.39834102708846331 0.4991533183492709 0.5932097208315098 0.1468760921161455 0.21522438739339111 1.9035771359158387 0.46050360764547804 0.48579621594399214 2.1178945302017373 2.6129905612760913 0.65974164871840912 46.987286399198638 3.463056450120348
leaf_count=164 22 119 39 116 17 35 25 36 30 112 28 15 26 68 21 1 43 9 7 37 108 113 207 40 15 158 119 35 1050 85
internal_value=0.000450315 0.00128903 -0.0131349 -0.0592247 0.000663647 0.00140488 0.000252081 -0.0284231 -0.0504136 -0.0749019 0.00177673 0.0118873 0.000827382 0.00160906 0.054006 -0.0273382 0.0467001 -0.0566417 0.000333031 0.000596528 -0.0114829 0.00115431 0.0116708 -0.050107 0.0274553 0.00107836 0.000298648 0.0382047 0.0020579 0.0226547
internal_weight=71.0394 66.9087 4.13075 0.948177 66.3356 65.2625 63.6428 3.21303 2.30566 1.6551 60.4297 0.650561 59.3616 58.565 1.39233 0.330571 1.61975 0.796587 57.1726 3.18257 2.58936 2.26568 2.05045 0.832511 0.907372 56.3401 55.1812 1.15889 53.0633 6.07605
internal_count=2900 2116 784 155 2094 1975 1915 233 182 137 1682 45 1654 1610 90 69 60 44 1520 629 592 428 315 66 51 1454 1412 42 1254 204
is_linear=0
shrinkage=0.0980392


Tree=768
num_leaves=31
num_cat=0
split_feature=13 16 0 13 13 0 13 16 3 15 15 13 5 13 5 9 9 8 0 6 2 5 10 18 7 5 5 19 15 0
split_gain=0.47184 0.974155 0.606999 0.5273 0.854781 0.440206 0.385096 1.51406 1.05224 0.770511 1.24062 0.533144 0.67118 0.634287 0.622752 1.1249 0.893919 0.52832 0.566269 0.667504 0.750878 0.647434 0.631728 0.719074 0.541372 0.526839 0.642628 0.662402 0.850974 0.584178
threshold=109.57886493895002 19.214955067100004 93.442739239950015 109.34496908160001 108.84491586935002 94.109476856350014 112.82921081865001 19.974953289850003 89.227236891450005 35.194695975650014 28.129673635100001 113.92610173585001 20.206488238950005 115.25151159420001 21.042547594650003 197.19111486365003 190.24759545780003 8.543332867800002 86.280686780500005 16.395383075500003 112.95519936480001 22.598762435600005 62.079186690200011 13.340835220050002 23.789355599150003 21.788492303450003 21.893521430150003 14.351157895250003 42.914654887700003 86.780739992750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -3 7 9 -8 10 -2 -10 13 -13 15 16 -14 18 19 -16 -21 -22 -20 -24 -25 -19 -27 28 -28 -29
right_child=2 5 -4 -5 -6 -7 8 -9 11 -11 -12 12 14 -15 17 -17 -18 25 22 20 21 -23 23 24 -26 26 27 29 -30 -31
leaf_value=-1.5602662248201922e-05 0.00093425937766214646 -0.0023002631145451072 0.0010646874869242229 0.0009444898229732892 -0.0021108680294177188 -0.00038741200676143805 0.001213560107287385 -0.0021632745271310413 -0.0010129501043466562 0.0015151354408692679 -0.0015537748082732426 -2.402485969001974e-05 -0.00073995336412782805 0.0014886857799044642 -0.0011730678492187056 -0.0015023161878022202 0.0011912753700971314 -0.0012255061047479353 0.001207050510512201 0.0010079140738401559 -0.0013895943127257215 0.00013663398983079119 0.0012584846691858986 -0.00083709165891522619 0.00040921574899774126 0.0017022295889132914 -0.0022959350854648199 -0.00013259785873028583 0.00023901104735907935 0.0012564317966692121
leaf_weight=33.763021916634898 1.5548696112109603 1.0441751178586844 2.9843703112564972 2.1241030022792975 0.76554998244682693 0.83038520626723755 3.7357416721060863 1.3240224528126416 1.509304367682488 1.2719965633004902 1.5274648293852804 1.755161266773938 1.8818115014582866 2.7129320069216192 1.4872933815349849 2.4790231597144157 1.805715277791023 1.5314068389125157 4.777570638805626 3.3396646152832536 1.2555603056680391 7.1764345435803989 2.1884690746665001 2.1604982987046242 3.5284305447712541 0.79360110964625974 1.0994432906154528 5.9869674589426722 0.94828110869275395 1.4450448658317325
leaf_count=1667 44 24 35 31 52 20 48 36 43 9 18 15 23 32 38 33 18 26 48 62 20 262 19 21 34 6 39 133 27 17
internal_value=9.63108e-05 -7.42372e-05 0.000201846 -3.72618e-06 -6.20578e-05 -0.00145292 0.000158405 -0.000327148 0.000209846 0.000231163 -0.000298697 0.000134647 0.000170468 0.000894461 9.67561e-05 -0.000480921 0.000205734 0.000191199 0.000347825 6.46525e-05 0.000221033 -9.0628e-05 0.000644512 0.000303337 -6.40974e-05 -0.000152626 7.30354e-06 -0.000134588 -0.00112203 0.000137478
internal_weight=100.788 38.5272 62.2611 36.6527 34.5286 1.87456 59.2767 5.67835 53.5984 4.35433 3.08233 49.8626 48.3533 4.46809 43.8852 6.16655 3.68753 37.7187 25.9139 13.259 11.7717 8.43199 12.655 7.8774 5.68893 11.8047 10.2733 9.47974 2.04772 7.43201
internal_count=2900 1794 1106 1750 1719 44 1071 107 964 71 62 916 873 47 826 74 41 752 504 382 344 282 122 74 55 248 222 216 66 150
is_linear=0
shrinkage=0.00196078


Tree=769
num_leaves=31
num_cat=0
split_feature=10 7 5 16 7 16 19 7 7 17 3 18 10 16 15 6 15 18 16 6 9 16 3 0 10 10 2 0 10 15
split_gain=0.268129 0.239926 0.214228 0.137569 0.53281 0.448258 0.247947 0.328963 0.221298 0.372691 0.361319 0.250141 0.228519 0.348376 0.178452 0.604188 0.328224 0.319738 0.277968 0.398518 0.563507 0.296879 0.214061 0.570723 0.334087 0.41965 0.68829 0.42864 0.749486 0.618228
threshold=90.988176966900014 27.952168727600004 7.7286379265000011 9.6249774926000011 25.762580120700004 11.934972090850001 10.650859343850001 23.046547257250005 26.709562027450005 242.64190980425005 75.456954347300012 16.915500282450004 80.371455809750003 17.654958715000003 17.382777826050003 5.1551204485500008 16.353133686700001 15.078943968800003 14.479966139550003 11.260263094250002 67.42174726750001 14.694965636800001 79.47351079420001 101.99741301110002 75.403185184700007 72.953999827850012 63.69489481965001 95.762878606550018 70.182199495350019 29.049007317550004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 11 10 -10 14 13 -12 16 -16 17 -7 19 -17 -21 -20 23 -23 25 27 -27 28 -24 -30
right_child=1 -3 -4 5 -6 8 -8 -9 9 -11 12 -13 -14 -15 15 18 -18 -19 21 20 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0013675038316924802 -0.0019866504477642375 -0.0019936094679507831 0.0012787950085155131 0.00071415625803941641 0.0011854379148980687 0.0007656289144635063 -0.0020166735556962846 -0.0019948037510527893 -0.0020206875713688812 0.00079417447208418709 -0.0016690760309278853 0.0010300166522064867 0.00061575142319086722 0.00036633937962876259 -0.0020079579896887015 0.00044096627942593193 0.0013888359061547282 -0.0013127879535336801 0.0011129573025696652 0.00078216545979186173 -0.002111843119185245 -0.0021169215222131043 0.00012758129157767486 0.00055826763287583527 0.00066454788874842211 0.00063862574394752325 -0.0015929857757357741 0.00077649727894420206 -0.00011960263119839646 -0.0016207919152330676
leaf_weight=0.40431812722817895 0.11669196958246075 0.45446581180658541 0.2284757739471388 0.45819531447341322 1.4117681464413179 0.68992529447677886 0.58390463014075067 0.27625777659704909 0.65155378205236036 0.77326612826436747 0.76088143850211032 1.1165777557180252 0.64970120508223761 0.56215642194729298 0.52893276268150557 0.84198745351750348 1.1295451807673087 0.48434551921673119 1.1251492435112584 0.36016214685514547 0.91803656530100852 0.58430679631419369 63.999948105862131 0.64511211682111025 3.984239987214095 0.85387307498604004 1.4068501654546706 3.5064123574993564 2.6983298965351414 1.7315435730488387
leaf_count=61 48 244 27 21 55 34 111 63 88 23 41 37 28 20 142 23 31 20 21 14 67 35 1211 18 93 9 68 59 68 120
internal_value=7.29918e-05 -0.00105758 0.000174835 8.26984e-05 0.000617073 7.20714e-05 -0.00106299 -0.000304794 8.86978e-05 -0.000402187 -0.000754703 0.000107955 -0.000336575 -0.000804232 9.59122e-05 8.10036e-05 0.000634225 -9.16451e-05 9.43713e-05 -0.000606435 -0.00129639 0.000112821 9.86501e-05 -0.000713171 0.000111416 8.1714e-05 -0.000750108 0.000107855 7.35936e-05 -0.000706386
internal_weight=93.9369 0.799634 0.345168 93.1373 1.81609 91.3212 1.31836 0.734453 90.0028 3.39756 2.62429 86.6053 1.97274 1.32304 85.4887 83.1849 2.30382 1.17427 82.656 2.12019 1.2782 80.5358 79.4106 1.22942 78.1812 74.197 2.26072 71.9362 68.4298 4.42987
internal_count=2900 319 75 2581 116 2465 195 84 2270 200 177 2070 89 61 2033 1948 85 54 1806 104 81 1702 1681 53 1628 1535 77 1458 1399 188
is_linear=0
shrinkage=0.00196078


Tree=770
num_leaves=31
num_cat=0
split_feature=13 13 13 17 16 19 0 19 2 2 18 10 13 16 10 6 17 4 15 3 13 4 8 16 13 17 16 16 13 4
split_gain=0.0750379 0.272945 0.240233 0.26381 0.194508 0.305076 0.254608 0.362668 0.331492 0.321821 0.266496 0.250828 0.244624 0.240145 0.357748 0.259152 0.30609 0.232436 0.19279 0.188295 0.180071 0.278891 0.227223 0.189531 0.221186 0.157727 0.174155 0.153079 0.176428 0.152975
threshold=95.99139754765001 96.429616222950017 92.692659421600013 172.46189488870002 13.534968349350001 11.850956171350001 98.615332683000005 13.351077205700003 219.74617996645003 76.773444779000016 16.366336611050006 79.215418813700012 99.19872809730002 15.054964794950001 75.465019721650009 13.665319288000001 207.79550897605 227.97173202615002 21.595769066000003 93.491131486350014 92.138837046750012 280.33545882855009 2.9476996444500005 13.039969506900002 73.376087754350024 168.97717400795003 12.644970430600003 12.529970699500002 85.737618238150006 309.48890441440005
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 12 10 8 9 -8 13 -10 -6 17 18 16 -16 -7 19 -15 21 -1 23 24 -23 26 -3 28 -26 -20
right_child=1 4 3 -5 5 6 7 -9 11 -11 -12 -13 -14 14 15 -17 -18 -19 29 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.095899603887775783 0.067158240679636619 -0.056053216117325139 0.0443241162008923 -0.080670126793632682 0.088554947357508365 -0.10390664433387292 -0.005857372428830979 0.024423893550871909 -0.05112540627375034 -0.098292226444577344 0.048749806855014018 0.067409173992598867 0.01266527473059832 -0.09826375323867674 -0.098121174789567098 0.072906267749151835 0.098172364326536962 -0.0004327984961928266 0.0030629133691587309 -0.0062736406452780251 0.04740172749324123 -0.095572978411252507 -0.095113965978945531 -0.076744224821685691 0.029071441538565796 -0.074624580625837184 0.052390264657229804 0.081756778010187603 -0.0622415683484073 -0.011158002236721649
leaf_weight=0.29919798954506394 0.55394162883749132 0.26523896788239543 0.18944710240975826 0.71894723190780496 0.61758289858698734 0.37951904799410741 0.48350438999477763 0.90100704389624287 0.30303812780766737 1.0849813743261618 1.0513872919837002 0.33239873498678207 0.96886829820141429 0.34252593817654897 0.19269531359168368 1.0163278053514657 0.11127443611621857 0.39175940601853654 49.033941167814191 0.46694104795460589 0.58857446871115815 0.13737430840410603 0.1996394828747724 0.20119052278459992 1.1279470316949298 0.54497264230485598 0.26080107811139897 0.37700922955991689 0.22544154850766052 7.7829913455116175
leaf_count=164 22 44 24 131 17 25 25 51 30 112 28 15 43 26 68 21 1 19 1141 40 37 118 113 35 115 59 16 12 35 313
internal_value=0.00053245 0.00128573 -0.0118997 -0.0546024 0.000737272 0.00138899 0.000375165 -0.025945 -0.0465368 -0.0697981 0.00171996 0.0108804 0.042208 0.000891958 0.00157549 0.0500745 -0.0262639 -0.0513486 0.000464315 -0.0451993 0.000389929 -0.0103858 0.000892305 0.0101562 0.0195168 -0.0390961 -0.00228891 0.0286537 0.0138609 0.00111488
internal_weight=71.1505 67.0857 4.06477 0.908394 66.5318 65.4607 63.8743 3.10493 2.20392 1.56849 60.7694 0.635437 1.58645 59.718 58.9467 1.3203 0.30397 0.771278 57.6264 0.809467 3.15637 2.5678 2.2686 2.06896 1.86777 1.07101 0.52604 1.7304 1.35339 56.8169
internal_count=2900 2116 784 155 2094 1975 1915 233 182 137 1682 45 60 1654 1610 90 69 44 1520 66 629 592 428 315 280 119 60 162 150 1454
is_linear=0
shrinkage=0.0942322


Tree=771
num_leaves=31
num_cat=0
split_feature=13 16 12 5 18 7 14 18 10 18 6 6 0 9 15 15 3 9 9 15 0 6 5 16 0 16 8 6 9 9
split_gain=0.342416 0.393015 0.338254 0.936444 0.338114 0.340847 0.566373 0.462191 0.428389 0.311295 0.325317 0.64311 0.467556 0.747999 0.926369 0.888413 1.35344 0.734308 0.552167 0.610566 0.524119 0.87277 0.647564 0.462564 0.345302 0.668103 0.712162 1.06973 1.0518 0.83772
threshold=95.99139754765001 14.274966618900002 216.11788648010003 2.7861270712500006 14.708525021850003 24.122256664450003 315.57679249195007 17.248993197150003 90.740838818900016 17.108018746400003 13.665319288000001 13.775321858200002 94.047642319350018 206.50942114985003 18.737875933500003 28.777417478550003 83.605670940650015 214.22994816675003 202.89977928865002 23.969938375100003 93.262612545250008 14.855347092800002 18.152162791050003 18.764956119400004 87.181320254150009 22.654947022900004 8.1436447804000007 15.785368822600002 193.60452210450003 203.83507631320003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 -8 -9 10 -2 -12 20 15 -15 18 -17 -16 19 -14 22 -22 -13 -19 -24 26 -26 -28 -29 -30
right_child=9 -3 4 -5 5 6 7 8 -10 -11 11 12 13 14 17 16 -18 23 -20 -21 21 -23 24 -25 25 -27 27 28 29 -31
leaf_value=0.0011573385113833141 -0.00021347488602638335 -0.0017099151439672912 -0.0015588500269050399 -0.0020049152542572454 0.0011173481449420922 0.0014799219166227813 -0.0020304620772960478 0.00088495185805255027 -0.0012998742529721295 0.00081262649406234268 0.0012555210490680813 -0.0011626060487840441 -0.0010532792524209692 0.001352682160641815 -0.0022165372319541054 0.0016973464498638764 -0.0017312556826424826 -0.0013429692695360086 0.0013800054818492228 0.00064953759215894021 -0.00040310565506068035 0.0013632564664346884 5.1540961604490768e-05 0.00094825986442845613 0.0012747384519827926 0.0013868442990252743 -0.00050575483800329238 0.0018560249154504851 -0.00055939877721880821 0.00069176722398524716
leaf_weight=0.54252884197921858 10.974258090252986 0.71559353300835926 0.42290479766961642 1.0703583308859377 1.2828910760581496 0.65329211193602565 0.62005095719359848 0.84847501336480469 0.5815092550474219 2.4408144491026169 1.9612746033817519 1.4482859780546267 1.21820622589439 0.55975608807057176 1.7763597804878375 0.5845622252672914 1.8234267116058616 0.74770877967239335 1.9129364565014837 2.4134844522923231 1.5828982917591918 3.3549182671122253 37.940285897600916 0.61938471789471805 2.2846186617389383 2.1966916844248763 6.6581355086527791 1.8154678065329779 3.3212149105966073 5.4070208901539445
leaf_count=71 502 66 37 275 33 17 62 49 174 71 33 19 20 8 77 6 79 38 20 35 30 33 894 11 22 28 67 17 36 70
internal_value=9.07194e-05 -0.000336128 -0.000172882 -0.000941224 0.000108183 0.000285042 -0.000109938 -0.000616584 -3.51708e-06 0.00012163 0.000103014 0.000146633 0.00011863 -0.000243417 -0.000971322 9.55393e-05 -0.00089893 -0.00138516 0.00052743 7.83485e-05 0.00018256 0.00079702 0.000132879 -0.000304889 0.000164347 0.00036173 0.00024617 0.000109563 0.000498124 0.000215681
internal_weight=99.7793 6.7376 6.02201 1.61289 4.40912 3.98622 2.70333 2.05004 1.42998 93.0417 90.6009 79.6266 77.6654 11.6558 3.70321 7.95262 2.40799 3.14345 5.54463 3.63169 66.0095 4.93782 61.0717 1.36709 59.6234 21.6831 19.4865 17.2018 10.5437 8.72824
internal_count=2900 784 718 346 372 335 302 285 223 2116 2045 1543 1510 294 134 160 85 126 75 55 1216 63 1153 49 1134 240 212 190 123 106
is_linear=0
shrinkage=0.00196078


Tree=772
num_leaves=31
num_cat=0
split_feature=13 16 10 13 0 5 13 3 16 16 15 6 3 15 18 17 15 13 5 10 0 5 18 6 6 14 10 9 5 5
split_gain=0.0754745 1.17863 0.672281 1.20749 0.389144 0.386652 0.296665 0.804451 0.700127 0.493236 0.552164 0.528341 0.71584 0.499997 0.458852 0.450805 0.4262 0.428559 0.431585 0.411147 0.577516 0.373921 0.367291 0.308422 0.304725 0.448884 0.240049 0.845935 0.509134 0.417285
threshold=112.82921081865001 19.974953289850003 66.318885161900013 113.85351336640001 89.738043936200015 19.500380888400006 109.72404167800001 86.130133125200004 19.214955067100004 18.684956306450005 29.049007317550004 14.775345223550003 83.511574906150017 27.706191659600005 14.025183600500002 200.23903127160003 27.992471162000005 105.42250866925001 26.225713454500006 69.276189105400007 92.313586825200005 20.485565917300004 15.200392777800003 14.325334709150001 14.185331438000002 170.27070910270004 64.434276012450013 193.60452210450003 20.206488238950005 21.197160116700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 8 -8 9 10 16 12 -11 -14 -12 -16 17 23 -19 20 21 -9 -17 24 25 -1 28 -28 -7 -30
right_child=2 -3 -4 4 -6 26 7 19 -10 11 14 -13 13 -15 15 22 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10353416422064271 -0.10637292949248509 -0.085158257817343291 0.060361821624021705 0.070444081746849241 0.042048091621905898 0.061842905139688174 0.084703295672086898 -0.09047097019792702 -0.077641254363244594 0.07537923860545194 0.058794133962718667 0.086785730418631329 0.0165596873146821 -0.10159939531077147 -0.11089754747410713 0.10483657560963172 0.056036083825256509 -0.084824469949597331 0.031340874946363576 -0.056249065073164912 0.072659884263810398 0.026009553396952188 -0.060733191174180037 -0.089327803533256617 0.046236111286516342 0.0018909510323032988 0.037218938918706666 -0.091805188232425408 -0.024522603663044425 0.0043201358553461022
leaf_weight=0.40024053063827736 0.98914169599083734 1.5947861759923387 1.8949719741940487 0.74963327078148623 2.3436206211335948 1.2819430092349637 1.4489059024490405 0.51220607300638288 1.1468008577357967 0.8925068862736224 0.29242022227845055 1.2211020234972236 0.75711875548586227 0.63117543770931661 1.1027268640827967 0.1968775808927602 1.2262224362930272 1.1226715045559092 0.42331775503407687 0.98168319463729847 1.03677561879158 0.54862251339682189 0.37231654934294056 0.35339269390260675 1.4373296183184727 12.894239737879614 0.88587660901248355 1.0886282864375969 5.9624529331922558 25.189634198935892
leaf_count=37 34 49 33 12 40 21 17 8 39 16 12 13 13 51 85 2 24 97 30 13 11 33 45 59 22 1254 12 33 89 696
internal_value=0.000571024 -0.00310209 0.00335351 0.000546898 0.003367 0.000788543 0.0014106 0.0244623 -0.00285505 0.000822109 -0.00517042 0.0347415 0.00687789 -0.0371603 -0.0545064 -0.0743227 0.00025661 -0.00385603 -0.0530165 -0.00388308 0.0206243 -0.0302314 -0.00346455 0.00118212 0.00335331 -0.00128295 -0.00072899 -0.0339175 0.00129145 -0.00120031
internal_weight=70.9793 30.5934 40.3859 38.4909 37.5018 35.1582 28.9987 4.52819 24.4705 23.3237 19.8218 3.5019 2.2808 1.38829 1.96434 1.67192 17.8574 16.6312 1.54599 3.07929 2.0976 1.06083 0.569194 15.0852 14.7318 13.2945 34.4085 1.9745 32.434 31.1521
internal_count=2900 1930 970 937 903 863 1881 82 1799 1760 1667 93 80 64 144 132 1523 1499 127 65 52 41 47 1372 1313 1291 851 45 806 785
is_linear=0
shrinkage=0.0980392


Tree=773
num_leaves=31
num_cat=0
split_feature=10 7 5 6 5 13 14 16 15 15 6 6 9 17 9 10 0 5 17 17 7 12 3 10 3 5 7 3 13 9
split_gain=0.286752 0.263123 0.232289 0.180001 0.646394 0.613728 0.899926 0.911552 0.905968 0.703504 0.435927 0.510027 0.562802 0.734275 0.577671 0.407366 0.547592 0.653739 0.556301 0.455637 0.40567 0.360737 0.328173 1.21638 1.03059 0.458963 1.31041 0.916539 0.515768 0.900314
threshold=90.988176966900014 27.952168727600004 7.7286379265000011 14.835346625500001 17.671168838450004 107.97116697695002 161.53444867420004 19.134955254150004 37.576156502300009 28.777417478550003 13.665319288000001 13.775321858200002 206.08249486475003 201.96296776225003 202.89977928865002 78.220689305400015 97.671683879200017 14.624842172000003 195.44378352670003 166.83257850275001 24.176224535650004 254.30002952885002 85.80214123330002 68.961639504150014 85.54673771085001 19.385335982600001 23.302979953550004 89.227236891450005 113.85351336640001 215.80505313260002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 9 -9 -8 15 -12 14 -14 20 16 19 18 -18 -1 -13 -11 24 25 -6 26 -24 -27 29 -29
right_child=1 -3 -4 4 22 6 7 8 -10 21 11 12 13 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0021196076931872714 -0.0019920569142679954 -0.0019913236117961169 0.0013129679364479567 0.0013132858814244408 -0.00046556464970455005 -0.0023588471491679465 1.3543643787431673e-05 0.00099008520667312472 -0.00094569920078995708 -0.0021791441865394718 0.0013105168755969023 0.00074312836938676121 -0.0018327418481841903 0.00037623732611149298 0.0016070962354773439 0.00019173321489720103 -0.0020438573420044461 -0.0020582412742836285 0.00045019739424475522 0.00018568934804816305 -0.0005835355392755367 -3.1912146915358292e-05 0.00066920726469190533 -0.0019150455068038443 0.0016916677679562854 0.0010373603117397397 -0.0019142823351521265 -0.0014899430629794705 0.00012850077919310758 0.0020138898026309943
leaf_weight=0.35583603923442453 0.12304412643425067 0.49081742361158831 0.2436764323283569 1.781498422147705 1.5690503571531729 0.88284909678622892 1.468613652745262 2.7966610742732882 1.3922634148038922 1.608902760868659 2.0984236691147071 2.00538823925308 1.0164866438135507 1.3428195666056124 1.4956063311547039 10.62651508595445 0.47509521630127016 1.3595662164152598 1.2445869683288036 4.4755336782254744 1.5877771261148153 0.36998494104045665 1.5086747985333198 1.1506477172588336 1.8616346418857572 4.2417206368409088 1.5106671163812277 1.6478257102062333 48.6738147532742 0.34014639258384693
leaf_count=32 48 244 27 23 25 24 22 35 38 74 32 44 29 33 15 583 44 94 44 192 26 25 19 26 19 56 26 138 858 5
internal_value=7.65769e-05 -0.00105249 0.000204048 8.61738e-05 0.000148669 -2.35865e-05 -0.00048457 -0.000267884 0.000346693 -0.00101463 0.000116255 0.00045667 0.000216107 -0.000575482 0.000583111 -5.90572e-05 -0.00039595 -0.00104215 -0.000238833 1.59015e-05 0.000156891 -0.00177768 0.000115475 8.1236e-05 0.000705041 0.000120893 -0.00062339 0.000161823 8.85179e-05 -0.00089043
internal_weight=101.746 0.857538 0.366721 100.889 64.2857 36.6029 8.51927 7.63643 4.18892 3.4475 28.0836 9.5465 7.44808 2.35931 5.08877 18.5371 7.91062 3.07925 1.71968 4.83137 3.59317 1.97889 62.5042 59.0735 3.43068 57.9228 3.01934 54.9035 50.6618 1.98797
internal_count=2900 319 75 2581 1195 1386 218 194 73 121 1168 179 147 62 85 989 406 182 88 224 70 99 1172 1128 44 1102 45 1057 1001 143
is_linear=0
shrinkage=0.00196078


Tree=774
num_leaves=31
num_cat=0
split_feature=7 17 4 18 7 3 18 18 18 5 5 3 10 16 6 0 18 10 15 18 2 9 10 0 2 5 5 6 3 18
split_gain=0.0783472 0.505376 0.322215 0.309095 0.433614 0.298198 0.384394 0.476069 0.470261 0.427752 0.621576 0.472814 0.29113 0.911618 0.712851 1.19955 0.677741 0.55466 0.514725 0.470282 0.438214 1.34981 0.556035 0.76689 0.347404 0.345082 0.52034 0.347497 0.487395 0.941767
threshold=22.597569836950004 188.54236693505001 158.04546874885003 13.042786209850002 22.660992635700001 93.308316333450009 13.24392582145 13.3584252364 13.117211680300001 22.732890661650003 24.038949512150001 94.260030511650015 64.434276012450013 20.834951278800002 15.675366252400002 92.031298721500022 14.297806230850002 62.837331883000012 36.508287084250007 13.565012728250002 168.58119165855001 197.58039077460003 62.057679025150001 87.181320254150009 199.66651340635002 20.361635946650004 19.998562110200005 15.065351999550002 85.54673771085001 14.371157440600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 12 8 -8 -7 -9 -11 -12 17 14 15 -14 -16 20 19 -17 21 -6 24 -24 -22 26 27 28 -21 -30
right_child=3 2 -4 4 5 6 7 9 -10 10 11 -13 13 -15 16 18 -18 -19 -20 25 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0033852957761909388 0.043981933757763596 0.087448744235979856 0.021401940956807471 -0.064792218449481728 0.024438199142575331 -0.0047940920659864106 0.040986662857967357 -0.07829100743318973 -0.094844800486476713 0.038978944327653114 -0.095272672880619524 0.025882061724641445 -0.084897075558233892 -0.063175807709926049 0.086913533715446467 0.09835127780919134 -0.012765742488645685 0.053402864710709076 -0.10071672738687605 -0.0028978008681547584 0.082128222478185353 -0.078347709080216238 -0.060734552836178825 0.025706638909922586 0.022066132892680071 0.093655648515504494 -0.11128386471970154 -0.076752819656382976 -0.012558217946877259 0.083041270637900552
leaf_weight=11.169557244715177 1.3709138455524215 0.9070068066939706 2.7557207225981983 1.0045437734006544 2.8430373929440957 0.99796600137778968 1.4926509103679562 0.96630738931708071 1.1567437172634525 1.4631230150989725 0.83981562144617761 0.46090152207034407 1.5833479582070236 2.2003761022351673 1.6320692934095853 0.47241571173072472 1.0265135098015887 2.5695321006933218 0.44682981990626913 18.010714229119927 1.4456565938889983 2.0182316452264786 1.4996713311411438 2.578386708162725 2.3133478005183861 0.36918134643928979 0.38180532288970326 0.50741962529718776 1.9156748973764472 1.8924189496610777
leaf_count=647 46 12 109 22 28 30 34 24 37 25 46 16 52 43 24 8 30 49 56 1309 14 24 28 42 43 10 18 13 24 37
internal_value=0.000569536 0.00677455 0.0377572 -0.00108995 -0.00223233 -0.00104847 -0.0189795 -0.00488738 -0.0531373 -0.0232443 -0.00399857 -0.0523422 0.00184577 -0.0035871 0.00105614 -0.00386715 0.0484261 0.012677 0.00147941 0.00341848 0.00443606 -0.018235 0.0184987 -0.00608138 0.0451651 0.0014751 -2.35472e-05 0.00187914 0.00370781 0.0349496
internal_weight=70.2919 14.8323 3.66273 55.4596 54.0887 53.0841 7.37751 5.2228 2.15471 3.73015 2.76384 1.30072 45.7066 30.4388 28.2384 25.5798 2.65858 15.2679 23.9965 23.5496 12.6983 4.86127 7.83706 4.07806 3.759 23.0772 22.708 22.3262 21.8188 3.80809
internal_count=2900 768 121 2132 2086 2064 212 145 67 111 87 62 1852 1624 1581 1527 54 228 1475 1419 179 52 127 70 57 1411 1401 1383 1370 61
is_linear=0
shrinkage=0.0961169


Tree=775
num_leaves=31
num_cat=0
split_feature=13 16 10 13 17 13 3 16 16 15 18 15 6 3 15 17 9 10 0 15 9 7 7 16 15 6 6 18 3 13
split_gain=0.195882 1.20566 0.915078 0.929288 0.617939 0.340624 0.927427 0.723824 0.481051 0.652183 0.806405 0.670119 0.546313 0.915226 0.568183 0.50037 0.448615 0.435498 0.559118 0.405646 0.327848 0.470335 0.46775 0.406422 0.806595 0.711604 0.788861 0.953642 1.19487 0.736816
threshold=112.82921081865001 19.974953289850003 66.318885161900013 113.92610173585001 212.33270692945004 109.72404167800001 86.130133125200004 19.214955067100004 18.684956306450005 28.566186095050004 14.025183600500002 28.321365561200004 14.775345223550003 83.511574906150017 27.706191659600005 200.23903127160003 213.24207352880003 69.276189105400007 92.313586825200005 33.349666957650008 207.13025159505005 22.913946662950003 24.252468908850002 22.554947256700004 42.385947950200006 15.745367888000002 15.785368822600002 13.740383930250003 93.458869988800004 116.67639440335002
decision_type=2 2 2 2 2 2 2 2 2 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 20 7 -7 8 9 11 -11 -1 13 -10 -15 -12 -17 18 19 -8 23 -22 -23 24 25 -5 -27 28 -28 -30
right_child=2 -3 -4 4 -6 6 17 -9 12 10 15 -13 -14 14 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-2.3169118525031089e-05 -0.0014027729753830858 -0.0015604902575289143 0.0013319282256513407 0.0020900524797654147 0.0016613080727895121 0.0017083972039770971 -0.0015221443240604495 -0.001408145982003302 0.0015409596689894424 0.001190590654242193 -0.0022389577823014243 0.0018894936382652236 0.0016682618925181812 0.00022671387648591013 -0.0020420776320766599 -0.0020224532078175063 0.0010453540733579925 -0.0010532992831733781 0.0014273290005241033 0.0007046081908571014 0.0004081250443922399 -0.001669263731786521 -0.00019980826820910813 4.708277527791496e-05 -0.0013388254870462652 -0.0015033405175753679 0.0016059505905254793 -0.0006038979039844699 0.00061965208519439532 -0.0015579789379165875
leaf_weight=23.489819920239835 1.550198523342259 1.8948459443636227 2.3965032473206511 1.13614389451686 1.0044311638921488 1.6773409587331105 0.67034032841547808 1.4063079098705191 1.1204532179981463 0.52179239346878548 1.3639273906592282 0.72603086661547322 1.3604922480881212 1.0050240000709889 0.73456168011762191 0.31659169602789905 0.43516743084182963 1.1498922929167745 1.1163405813276766 0.59257108718156815 2.0297756891231975 1.3747420954750853 2.1128099951893091 30.679502175808011 0.87158770207315761 0.73473462462425132 4.222125278785823 1.9498845990747211 1.9677790901769188 0.85778618160111353
leaf_count=1509 45 49 33 9 18 17 34 39 16 13 88 7 13 13 51 31 19 13 11 7 54 39 40 472 14 6 33 21 90 96
internal_value=6.99963e-05 -3.43218e-05 0.000148068 9.18782e-05 0.000139221 4.24123e-05 0.00050801 -3.22217e-05 3.00484e-05 -6.66707e-05 -0.000992585 3.41756e-05 0.000645429 0.000158877 -0.000731312 -0.00153102 -0.000246605 -6.25137e-05 0.000416333 -0.000477329 0.000107328 -0.000342296 -0.000779046 0.000165809 0.000476068 0.000621612 0.000450187 0.000609711 0.00094548 -4.1434e-05
internal_weight=92.4695 39.5815 52.888 50.4915 48.9413 37.6867 5.20649 32.4802 31.0739 26.8533 2.63748 24.2159 4.22053 2.86004 1.73959 2.11569 0.751759 3.52914 2.37925 1.26291 47.9369 5.51733 3.48755 42.4195 11.74 10.8685 9.73231 8.99758 7.04769 2.82557
internal_count=2900 1930 970 937 892 1881 82 1799 1760 1667 151 1516 93 80 64 138 50 65 52 41 874 133 79 741 269 255 246 240 219 186
is_linear=0
shrinkage=0.00196078


Tree=776
num_leaves=31
num_cat=0
split_feature=10 16 3 0 4 0 4 5 3 10 7 3 2 0 16 14 5 13 15 5 7 18 18 2 5 6 9 17 6 4
split_gain=0.265596 0.584936 0.639436 0.460658 1.03407 0.598123 0.489994 0.397321 0.559076 0.733175 0.554959 0.712388 0.441823 0.361089 0.445411 0.467041 1.01617 0.717357 0.709351 0.835446 0.653967 0.982167 0.738417 0.423185 1.06672 0.752393 0.582738 0.538263 0.533288 0.840675
threshold=69.873026810350026 19.214955067100004 85.436510927550003 93.442739239950015 290.16639908380006 92.652332549650012 304.31890565600003 20.950952025950006 85.54673771085001 70.182199495350019 22.969987962250006 84.968719212850019 130.66276448315003 86.530713386650021 22.614947116400003 202.10410646750003 19.731257453750004 117.38883580790001 33.005488016050009 19.500380888400006 23.031046061850002 13.713893333650001 14.322090334300002 103.98563613345001 21.746930049350002 16.375382608200002 198.78883073475004 188.54236693505001 16.585387514950003 248.34582299520005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 5 -5 13 -6 8 9 -2 -11 -12 -10 23 15 18 -17 20 19 -15 -18 -22 -23 25 -25 -1 27 -27 29 -26
right_child=1 2 -4 4 6 -7 -8 -9 12 10 11 -13 -14 14 -16 16 17 -19 -20 -21 21 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=-0.0012080668344083216 -0.0023758203348020011 0.00013116933828487623 -0.0022721334888295172 0.0017345418349991384 0.00068146837378972092 -0.0010600150074938678 -0.0020573528447755101 -0.0013363398440757992 0.001667668190030796 0.00088963456165133497 -9.7910293503875751e-06 -0.0021603290043883299 -0.00035279700919941355 0.00074074507196436948 0.00075985353815140842 -0.0013700641395493929 -0.00061480512159658508 -0.0005394293307600242 0.0013519992023079952 -0.00094803034103801271 0.0018737689791468474 -0.00038006585684399378 0.0012622636759304872 -0.001361247337777654 0.00072735666639925443 0.00038838770186428373 -0.00025076947847662109 0.0014973194598692184 -0.00062462875086177034 -0.00019733499967505792
leaf_weight=1.0824309260642611 0.4965174011886252 0.79359797714277991 0.91799055773299187 2.0139161919360045 0.49758530352846697 1.5578201453317877 0.50708084984216839 0.80683423398295318 1.3907290957868088 2.5987732516805435 23.325105179534152 0.60764619044493784 0.59376112523023028 3.0659993261797416 7.0415675481781355 1.8680407753272437 1.6026320632081459 3.6270105824805787 2.8584867790341377 1.780163876886945 2.1380150684271939 2.7180626147892326 1.7177155995741484 2.3988153148238807 6.4672522467299158 4.4324501798691909 2.7645226670429111 2.7128053028136492 3.8918228825386896 9.0972072854419803
leaf_count=32 7 19 24 21 9 31 36 61 42 108 1245 58 35 42 84 38 33 46 24 23 15 34 29 41 102 77 59 25 248 252
internal_value=0.000104883 -4.30967e-05 -0.00115781 0.00017575 0.000923966 0.000139799 -0.000700885 2.08865e-05 5.86308e-05 -1.51239e-05 2.90547e-05 -6.43926e-05 0.00106314 0.000170307 0.000332147 0.000191256 -2.63208e-05 0.000186343 0.000577333 0.000120399 0.000508291 0.000782092 0.000255912 3.02921e-05 -0.000127546 0.000344111 0.000513653 0.000809411 2.45606e-05 0.000186887
internal_weight=97.3724 31.531 1.71159 65.8414 3.01858 62.8228 1.00467 29.8194 29.0125 27.028 26.5315 23.9328 1.98449 61.265 28.4177 21.3761 13.6715 11.8034 7.70465 4.84616 8.17643 6.57379 4.43578 32.8473 21.8551 10.9922 9.90978 7.14526 19.4563 15.5645
internal_count=2900 1599 43 1301 66 1235 45 1556 1495 1418 1411 1303 77 1204 368 284 195 157 89 65 111 78 63 836 643 193 161 102 602 354
is_linear=0
shrinkage=0.00196078


Tree=777
num_leaves=31
num_cat=0
split_feature=7 7 12 8 6 0 7 18 18 8 0 16 18 15 15 18 0 0 3 0 7 7 7 7 13 0 16 2 17 15
split_gain=0.0789513 0.233158 0.343989 0.254088 0.236347 0.278611 0.316685 0.306988 0.480999 0.24415 0.414349 0.232178 0.201034 0.425436 0.381665 0.348446 0.245369 0.363978 0.396389 0.428376 0.257962 0.403911 0.507773 0.629077 0.407279 1.17951 0.732341 0.787171 0.491657 0.449706
threshold=20.778835947700006 21.725272673150005 219.23896387120001 8.4434108459500017 18.155424198600006 84.280473931450004 21.943165609950004 12.752103815600002 12.903279561150002 8.8430989333000021 87.181320254150009 22.764946765650006 13.086509421050001 36.636904827250007 39.940798674500009 12.993406580100002 86.135510041400025 85.447264760050004 93.883646373400012 85.807518149550006 22.580174331950005 22.765858321950002 22.862300195000003 23.031046061850002 112.82921081865001 92.031298721500022 22.494947397000004 146.11720701395004 201.37020668845003 36.508287084250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 -3 -7 -8 -9 11 -11 12 13 -10 -15 -16 17 -14 19 -19 -18 -22 -23 -24 25 -25 28 -28 -26 -27
right_child=1 4 -4 -5 -6 6 7 8 9 10 -12 -13 16 14 15 -17 20 18 -20 -21 21 22 23 24 26 29 27 -29 -30 -31
leaf_value=0.012971270943951821 -0.10245999080356093 -0.10565554278147805 0.024115513346813527 -0.021043369659433722 0.050026787259554742 0.06591518017955332 0.072789815007180195 -0.050851829770154157 0.059850214492280979 -0.082510090490651167 0.0040461213409125132 0.054017266411845684 0.044442758562080263 -0.038262694998926532 -0.021000217113662768 0.061448590583017236 0.045428935965439086 0.04247295590831221 -0.082487259211006414 -0.035838735116979471 -0.04400543423611443 0.064228202142375443 -0.046085188620270161 -0.10407779308356872 0.073957364588046165 0.0015847835352700785 -0.076739816325139681 0.010308050021220538 0.0068716581773619109 -0.09830649967023683
leaf_weight=4.3382151579207848 0.63092047934878726 0.22009811454336059 0.66375820581015421 0.73912581527838483 0.85613671952159975 0.65133572451304544 0.50835168077901371 1.6550221587458498 1.5667189434170712 0.83289309072279083 1.1967246567655818 0.74575000628828902 0.65434141776131483 1.347859360277653 0.77450071251951147 1.1039129018172387 1.1557913429787721 0.85014318581670556 1.0112615918769732 2.2937698191963136 1.7532328465895251 1.1384881805279281 2.4320224171387954 1.0114576574560512 2.603475950658324 23.06280427917682 1.0053801741451014 11.185908429790286 1.54617821611464 0.40726246294070634
leaf_count=396 68 18 48 28 37 16 10 31 21 32 31 14 21 21 22 41 66 16 53 59 39 18 39 48 29 1399 13 181 29 56
internal_value=0.000659536 -0.000154598 -0.031562 -0.0585366 0.00085021 0.000178886 0.000551622 -0.00013679 -0.000741215 0.000648436 -0.0314739 0.00177932 0.00109473 0.0195629 -1.0919e-06 0.0274536 -0.000603893 -0.0208822 -0.0311693 -0.0146625 0.00145794 0.000356628 0.00210864 0.00047361 0.00324738 -0.00444242 0.014768 0.00312947 0.048961 -0.000148572
internal_weight=69.9428 65.6046 2.0338 1.37005 63.5708 62.7147 62.4946 61.8433 61.3349 59.6799 2.02962 57.6503 56.9045 4.79299 3.22627 1.87841 52.1115 4.80952 4.15517 3.14391 47.302 46.1462 44.393 43.2545 40.8225 24.4815 16.3409 12.1913 4.14965 23.4701
internal_count=2900 2504 144 96 2360 2323 2305 2289 2279 2248 63 2185 2171 105 84 63 2066 149 128 75 1917 1851 1812 1794 1755 1503 252 194 58 1455
is_linear=0
shrinkage=0.0942322


Tree=778
num_leaves=31
num_cat=0
split_feature=0 9 9 15 16 13 12 4 13 5 2 17 4 6 5 5 9 3 9 6 3 6 18 19 18 18 18 8 4 12
split_gain=0.078303 0.299108 0.544125 0.406697 0.306315 0.268892 0.246202 0.267118 0.286828 0.326811 0.400745 0.281209 0.615549 0.289353 0.3104 0.309866 0.261867 0.210677 0.199024 0.168933 0.347707 0.408363 0.281036 0.641746 0.332423 0.650014 0.528787 0.308152 0.162914 0.202342
threshold=85.716110573100011 190.24759545780003 199.02473417820002 35.054707749500004 22.744946812400002 121.87856088575002 90.17221166855002 375.86663358980007 117.64423933030001 23.052327720550004 151.19096455890005 187.59608338195002 195.32149859550003 16.505385645700006 36.806659819600007 30.690160697650004 70.238863950400017 93.770731131900007 202.80137809380003 18.155424198600006 93.58791597905001 16.475384944750001 13.278511569200001 14.351157895250003 13.057710350500001 13.197799034350002 12.903279561150002 9.1428649988500013 141.65724256140001 82.187369520450019
decision_type=2 2 2 2 2 2 2 2 2 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 18 -1 8 11 -10 -11 12 -8 -14 15 16 -15 19 -5 20 22 -22 23 24 26 -26 -2 28 -24 -30
right_child=17 2 3 5 -6 -7 7 -9 9 10 -12 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 27 -25 25 -27 -28 -29 29 -31
leaf_value=-0.1043407743636566 -0.023424861828330954 -0.084552460253827968 -0.10608906492782545 0.032536432472557102 0.051785421485075575 0.078702408882127137 -0.1063175661883078 -0.10063266461566879 -0.11329738460946666 0.058457966731954358 -0.10252630960340989 0.073012806806545483 0.068067281411205952 0.07536882676285335 0.098291252641260235 -0.10453383548253765 -0.052468958283271062 0.027122711169370466 -0.042324502265359269 0.051292571726178147 -0.10418966507956093 -0.010589319247829373 0.060026319989951185 0.054810360160720231 -0.089675819689054026 0.016134336569093646 0.073374148461171462 -0.065127194847565267 -0.051426744616117938 2.1694323957263758e-05
leaf_weight=0.22089989044070346 1.0830585589865216 1.140413461111166 0.29652351931144982 0.62718113840674028 1.0711273523047564 0.46071862988173951 0.39056980225268567 0.23191057437088591 0.35628122696652997 0.40716524168965407 0.22006966847402509 0.70771676077129075 0.85077001510944672 0.29621638145181328 0.21393930009071482 0.33190001674665837 0.2959203625068767 2.8998653832240953 0.68799415467947256 0.60023162793368001 0.61765005211054758 1.4220478350471237 0.41077059134840865 2.8307474506436847 0.95926042099017683 1.2166891902452333 1.00528266467154 0.68602621066383918 0.71728224476100777 45.802015076247699
leaf_count=19 25 61 31 19 18 9 76 37 6 44 26 24 50 15 8 37 49 47 51 11 28 39 6 36 22 20 24 25 36 2001
internal_value=0.000609281 -0.007856 -0.0312297 -0.00188717 0.00556718 0.0155116 -0.00537726 -0.000296203 0.00542025 -0.0397824 0.00197553 0.0198216 0.00400014 0.0256654 -0.0060349 -0.0301892 0.0114819 0.00184671 -0.0066248 0.000568672 3.2185e-05 -0.0389329 0.00148485 0.0193309 -0.00422127 -0.0305117 0.0231721 -0.0011743 -0.000239437 -0.00077159
internal_weight=69.0582 8.80732 3.21283 2.07242 5.59449 1.77589 4.52336 4.30246 4.07055 0.983516 0.627235 3.08703 2.37932 1.98875 1.13798 0.924037 0.592137 60.2509 1.31518 57.3511 56.7508 2.0397 54.7111 7.09504 4.26429 2.17595 2.08834 47.6161 46.9301 46.5193
internal_count=2900 580 171 110 409 79 391 372 335 76 70 259 235 159 109 101 64 2320 70 2273 2262 67 2195 127 91 42 49 2068 2043 2037
is_linear=0
shrinkage=0.0961169


Tree=779
num_leaves=31
num_cat=0
split_feature=13 16 10 13 17 13 3 16 16 15 15 6 3 15 18 17 13 5 19 6 6 14 0 0 9 5 6 6 6 2
split_gain=0.264465 1.24924 0.83358 1.25682 0.483019 0.430134 0.831508 0.783274 0.548902 0.66834 0.533311 0.508073 0.857284 0.641892 0.469579 0.493323 0.463729 0.494163 0.423384 0.36985 0.461215 0.524355 0.368996 0.837106 0.326588 0.390605 0.469086 0.497497 0.46485 0.553172
threshold=112.82921081865001 19.974953289850003 66.318885161900013 113.85351336640001 212.33270692945004 109.72404167800001 86.130133125200004 19.214955067100004 18.684956306450005 29.049007317550004 27.992471162000005 14.775345223550003 83.511574906150017 27.706191659600005 14.025183600500002 200.23903127160003 105.42250866925001 26.225713454500006 13.251069136700002 14.325334709150001 14.185331438000002 170.27070910270004 92.652332549650012 92.313586825200005 207.13025159505005 19.667938474250004 15.470361462550001 16.015374196650004 16.335381673600001 172.13023932170003
decision_type=2 2 2 2 2 2 2 2 2 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 24 7 -7 8 9 10 16 12 -10 -14 -11 -16 19 -18 -17 20 21 -1 23 -8 25 -5 -27 -28 29 -29
right_child=2 -3 -4 4 -6 6 22 -9 11 14 -12 -13 13 -15 15 18 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0020762488374200436 -0.0019740617563373595 -0.0016320136513271577 0.0013529056323154376 0.0013344556463837027 0.0016004246095775634 0.0017073994299627302 -0.00057485493576520867 -0.0015070776770302785 0.0015619133080608965 0.00092810670810799113 0.0011540368490865556 0.0016668582851461907 0.00040839410967289774 -0.0020371471635682904 -0.0022148756653623002 -0.0020269177299537082 -0.0016435089654776929 0.00049938396925323729 0.0011266612279042033 -0.001708202576950544 0.0010333930934662409 4.0988057792568353e-05 -0.00084090536453263495 0.0019298387762473827 -0.0003074895517241671 -0.0011571906744816515 0.00088709536918129596 -0.0015581779492932536 0.00021426267227399968 0.00025356892893937889
leaf_weight=0.46158057691357512 1.0545282088060037 1.7612370052374888 2.2944239620119324 1.1798667544499029 0.91664667427539726 1.6993051939643908 1.1744628284286598 1.3156704689608876 1.0966782756149762 0.37441410566680078 1.5194907018449146 1.3903163280338047 0.93725884705781914 0.73720457870513201 1.2298179178760618 0.272897657501744 1.3132812119292783 0.60404058833955776 0.40895910424296744 0.45447454390705289 1.7783973275218148 17.507699704141487 1.2129132933914659 0.91090976819396008 5.0330125359469085 0.96992506645619769 3.8891889427322885 1.2948599889350583 29.710033898511028 1.2968418601667506
leaf_count=37 34 49 33 14 18 17 42 39 16 12 24 13 13 51 85 27 97 30 20 59 22 1254 14 9 133 14 42 24 632 26
internal_value=0.000102425 -1.92052e-05 0.000199856 0.000141512 0.000191883 5.8832e-05 0.000593128 -2.62e-05 3.85581e-05 -6.75514e-05 3.03527e-05 0.000699599 0.000214314 -0.000668288 -0.00107991 -0.0014732 -4.68384e-05 -0.000968404 -0.000135487 4.06244e-05 8.0872e-05 -1.33978e-05 1.90456e-05 0.000519218 0.000162115 0.000223761 0.000188496 0.00022456 0.00014479 -0.000651612
internal_weight=85.8003 38.161 47.6393 45.3449 44.2904 36.3998 4.99759 31.4022 30.0865 25.9251 23.639 4.16146 2.77114 1.67446 2.28609 1.91167 22.1195 1.91732 0.681857 20.2022 19.7477 17.9693 3.29829 2.08537 43.3737 38.3407 37.1608 36.1909 32.3017 2.5917
internal_count=2900 1930 970 937 903 1881 82 1799 1760 1667 1523 93 80 64 144 132 1499 127 47 1372 1313 1291 65 51 885 752 738 724 682 50
is_linear=0
shrinkage=0.00196078


Tree=780
num_leaves=31
num_cat=0
split_feature=10 16 16 14 8 12 3 0 16 13 16 19 3 2 0 13 13 5 7 18 19 18 9 6 5 16 9 6 10 5
split_gain=0.341127 0.20675 0.537062 0.392289 0.766663 0.378044 0.347452 0.746469 0.865013 0.78189 1.18239 1.60711 0.975983 0.571417 0.450538 0.389917 0.38903 0.466789 0.364411 0.300167 0.279517 0.287055 0.49369 0.418582 0.857906 0.822236 0.768479 0.598164 0.44758 0.456447
threshold=90.988176966900014 18.594956516900002 18.484956774100002 169.50964292540002 8.3434888241000014 94.472960382900013 83.511574906150017 94.047642319350018 19.214955067100004 112.82921081865001 19.974953289850003 13.751109481500002 89.227236891450005 67.628418476450022 92.313586825200005 109.51703040195001 113.92610173585001 19.500380888400006 20.778835947700006 14.322090334300002 13.751109481500002 17.140917755100002 206.08249486475003 13.665319288000001 16.222050829800004 15.444963882950001 68.670253264700008 12.380289263450001 68.579878449600017 11.848158554650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 14 10 11 -10 19 -9 18 -15 -14 -18 -8 -11 21 22 23 27 -25 26 -26 28 -7 -30
right_child=-2 6 -4 5 -6 20 7 13 9 12 -12 -13 16 15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0018083268900860048 -0.0011879712665401416 0.001009578074977232 -0.0019014145501925562 0.0015460838887425749 0.00092849791048012697 -0.0020426498586834968 0.001214114971042137 0.00082775125869978495 -0.001643772582533558 0.00068968634147385257 -0.0021736303939565603 0.0010697858638288387 -0.00097717808946234117 -0.0017772890991197198 0.0015810103598197579 4.9402036621106286e-05 0.0013137502410787106 0.00011807890320086432 -0.00075873268922815179 0.0018381540262221716 -0.001592387587422119 0.00055012032738073588 -0.00063717316481077635 0.0020296302909694171 0.00079038314782642143 0.00074426661792971124 -0.0021870980856532568 -0.00126906036698541 -0.00038213834862966899 0.00059362688084516307
leaf_weight=1.1732787498695021 0.79031064394439354 1.8231616280972947 0.58305338062927958 0.64675446774345147 0.59212362478137937 0.36230232880917324 0.7029552361054805 0.62786554032936637 1.4031855044886463 2.0202825630549337 1.3645657831802962 2.087440696079284 1.2044532261788834 1.6658010050887244 2.4951066272333264 0.61517678014934052 1.2916461471468199 44.644622010790044 0.73775607813149691 1.5433546323329208 0.40304261804703756 3.7603743496583766 4.1917745939936131 1.1871497966349114 0.53245490082554148 2.920727247992545 0.89087235468286963 1.4853657782223306 3.1537344168318668 4.4352336817537434
leaf_count=67 319 31 51 15 14 32 28 12 30 26 39 18 16 69 32 9 16 747 13 25 36 208 214 15 20 145 84 95 306 168
internal_value=9.46596e-05 0.000105855 -4.05147e-05 1.64566e-06 -0.000890384 6.73447e-05 0.000165832 0.000141182 0.0001886 0.000125673 -0.000626024 -2.10287e-05 0.000197652 -0.000828681 0.0010769 -0.00128463 0.000122856 0.000151699 0.000203864 0.00118707 2.63388e-05 5.48037e-05 -4.24099e-05 0.000124155 0.000552446 0.000148759 -0.00107325 -0.000126885 8.64836e-05 0.00018813
internal_weight=91.3359 90.5456 26.3182 25.7352 1.7654 23.9698 64.2274 62.4042 59.4954 55.5596 4.85519 3.49063 50.7044 2.90884 3.93582 2.28098 47.1407 45.9363 1.44071 3.56364 23.323 22.92 19.1596 14.9678 5.5312 4.34405 1.42333 9.43664 7.95127 7.58897
internal_count=2900 2581 1470 1419 81 1338 1111 1080 990 917 87 48 830 90 73 78 779 763 41 51 1323 1287 1079 865 264 249 104 601 506 474
is_linear=0
shrinkage=0.00196078


Tree=781
num_leaves=31
num_cat=0
split_feature=16 15 18 15 19 12 15 9 15 6 17 16 7 13 2 18 0 8 6 15 15 16 10 0 3 0 2 0 2 14
split_gain=0.367331 0.649342 0.74225 0.642129 0.497917 0.640596 0.434489 0.770243 0.433119 0.414035 0.624196 0.670158 0.631984 0.574022 0.403694 0.382953 0.48918 0.602267 0.38073 0.343042 0.486232 0.339464 0.758003 0.52258 0.449946 0.968097 0.741688 0.62848 0.317022 0.882842
threshold=18.634956423400002 28.777417478550003 14.025183600500002 28.321365561200004 12.851036860900001 104.53648605375001 27.122924609850003 188.53841931785004 26.410889167300002 13.665319288000001 183.58889821140002 15.054964794950001 23.9444576715 101.53768667075001 201.25557642380002 14.371157440600003 102.65877371115 7.5441126493500006 15.545363214900002 17.047047148850002 15.867801003350001 18.984955604900005 70.026268923800004 94.776214472700005 83.511574906150017 94.047642319350018 67.628418476450022 93.679323555450011 103.98563613345001 186.41884102645002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -6 7 14 9 13 12 -12 18 15 -7 19 -17 -18 -11 20 -1 24 28 -24 -2 27 -27 -26 29 -23
right_child=21 2 -4 -5 5 6 -8 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0020158398205571866 0.0017499687083903433 0.00045824576834259829 -0.0018248497155921133 0.0016660103075408961 -0.0019738406978549805 0.00097447310394837964 0.0013224669336657216 -0.0013006565544401187 -0.0017537978768087362 0.00066867645045210931 -0.00020406285189069663 0.0013654229592795506 -0.0022400633896713976 -0.0015408494652610031 -0.0010543748065248788 0.00060452699931009244 -5.1617221121405531e-06 -0.0020187476254314662 -0.0019965504221627528 -0.0020427336577092292 0.0016709612347789204 0.00027181490153474285 -0.0016261613557045954 0.00029981527855584889 -2.8187606995961445e-05 0.00088424714472499003 -0.002152905625112288 0.0020211143374087525 9.4998852832597566e-05 0.0018049731958965655
leaf_weight=0.2413932790077673 1.1624216623604287 0.83033636034815517 1.6070757634806794 0.87081447192031092 1.0142287291819219 1.3830685998836996 0.58761607398628246 2.1033397866704036 0.47557097341632371 1.304984754577162 1.4910381944500839 3.5042106291512027 0.52573816594667722 0.94357779633719552 0.51838867271362676 5.0995039567351323 5.17083632500362 0.6420015433395746 0.24470833435407247 0.60633900301763788 0.31965092971222475 15.754364320077004 1.5245299240341403 0.84011876489967097 1.0380647882557248 0.49872065009549238 0.81320323771797121 1.290799814276397 40.052530293229211 1.5897141138557334
leaf_count=40 17 32 127 14 56 82 22 117 29 57 29 44 13 55 50 184 571 107 105 55 12 208 53 15 32 9 33 13 703 16
internal_value=0.000103568 -7.77669e-05 -0.00104708 9.58558e-06 -4.55194e-05 -0.000563503 -0.000252031 -0.000483055 9.56673e-05 0.000139439 0.000521423 0.000896945 -0.000382401 -6.79496e-05 0.000421354 4.71023e-05 0.000161291 -0.000227553 0.000247817 -0.00102029 8.46887e-05 0.000186378 0.00014607 -0.000941895 0.000687881 0.00034878 -0.000998349 0.00110766 0.000190893 0.00041234
internal_weight=94.0489 29.4844 2.43741 27.047 26.1762 5.60664 4.59241 4.0048 20.5696 20.094 7.07068 4.99525 2.07543 13.0233 1.90146 12.0797 10.9123 5.81284 1.54969 1.16738 0.561044 64.5645 59.7613 2.36465 4.80321 3.64079 1.31192 2.32886 57.3966 17.3441
internal_count=2900 1801 159 1642 1628 327 271 249 1301 1272 248 73 175 1024 132 969 862 678 162 107 52 1099 995 68 104 87 42 45 927 224
is_linear=0
shrinkage=0.00196078


Tree=782
num_leaves=31
num_cat=0
split_feature=6 5 14 15 0 15 13 17 12 4 8 17 7 0 16 13 15 15 18 3 4 5 5 14 3 5 16 6 19 8
split_gain=0.339329 0.732099 0.544635 1.2412 0.79713 0.565432 0.538054 0.528865 0.511728 0.541722 0.49629 0.419412 0.451436 0.838644 0.423122 0.413023 0.87341 0.959233 0.713697 0.473418 0.883554 1.01114 0.869681 0.55175 0.400258 0.396755 0.388987 0.385577 0.366047 0.868749
threshold=14.835346625500001 17.671168838450004 169.50964292540002 27.122924609850003 96.811377277450006 38.469938489650012 109.51703040195001 206.02826764000002 94.472960382900013 178.77399478955002 8.2435668022500028 166.83257850275001 20.778835947700006 94.550383989750017 18.764956119400004 104.27722550570002 28.129673635100001 28.566186095050004 14.117867417450002 80.941408933400012 257.27402154285011 16.222050829800004 14.515626273450001 207.15321654105003 79.892910262550018 19.585698137700003 17.654958715000003 10.435243817800002 12.050972309250001 7.3442686056500008
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -4 -10 -6 27 -13 25 15 19 -17 -18 -19 22 21 -21 23 -15 26 -14 28 -11 -25 -30
right_child=1 -3 5 -5 10 7 -8 -9 9 11 -12 12 13 14 -16 16 17 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0011159231097340946 0.001345788055059435 0.00012534351517461438 0.0015842404930940567 -0.0024589392527903696 -0.002191289682637139 -0.0023698291598944141 0.00095148255434831001 0.00013300081711776338 -0.0016322473665229414 0.00071276867662055713 0.00012861509772525882 0.0010483697571529909 -0.0021066626410859639 0.0014447379304629597 0.00093955785723114256 -0.0021384575667400142 0.0020790261584476902 0.0015395081418450498 -0.0016108117539987816 0.00069927030543905793 0.0013381284519942802 -0.0015814901919670107 -0.0014665522515182263 0.00018179646256344904 -0.0021024802822032706 -8.269112401835266e-05 0.0015787304930488101 -0.0020655527454167071 0.00021372029792260483 -0.0020561142613223431
leaf_weight=1.2381259518151635 1.9491649018600572 61.942709595721681 0.75071650632162956 1.1680306354537604 0.71271880378480978 0.72739782368444028 2.4044603657093822 0.58616626705043018 0.81412254431052389 0.26672673716530226 0.70544478856027126 1.5934915725374619 1.0503066880919529 1.0303775747888817 1.9566310658119608 1.0409538374515244 0.63136895187199149 0.37024542782455672 1.091724775964394 1.9761870093643659 2.8661436609982047 1.2018223423510788 1.6067513933812723 5.9579768733092298 0.35696203703992146 0.57689902113634151 0.57262974698096591 0.68590518168639392 1.6325088090961801 1.0752941627579273
leaf_count=21 23 1172 19 24 30 37 27 20 28 76 10 43 109 33 36 44 4 5 70 34 71 21 98 523 22 45 13 74 86 82
internal_value=7.63032e-05 0.000162576 -7.41038e-05 -0.000774387 -3.36519e-05 7.48674e-06 6.00311e-05 -0.00125296 -1.36128e-05 -5.59169e-05 -0.00103729 -9.31985e-06 3.64816e-05 -2.80293e-05 6.67489e-05 -1.30124e-05 -0.000670636 5.92667e-05 -0.00081299 9.97645e-05 0.00054871 -0.000163241 -0.000122062 8.12422e-05 -6.51737e-05 -0.0013891 1.35456e-05 -0.00128765 -8.98809e-05 -0.000687652
internal_weight=100.54 63.8919 36.6481 3.82432 2.65629 32.8238 31.5102 1.31356 29.1057 28.355 1.41816 27.5409 26.5883 24.9948 23.3676 21.4109 3.13429 2.09334 1.46197 18.2767 6.04415 3.17801 12.2325 10.6257 9.59537 1.62721 9.23841 0.952632 8.66578 2.7078
internal_count=2900 1195 1705 85 61 1620 1563 57 1536 1517 40 1489 1339 1296 1142 1106 123 79 75 983 126 55 857 759 726 154 704 150 691 168
is_linear=0
shrinkage=0.00196078


Tree=783
num_leaves=31
num_cat=0
split_feature=13 13 17 18 17 16 0 13 2 9 8 10 13 0 7 15 15 12 2 12 7 2 18 6 6 6 13 15 19 9
split_gain=0.081907 0.272831 0.310542 0.224267 0.199375 0.246285 0.180327 0.245315 0.271146 0.202288 0.194698 0.253032 0.165266 0.138065 0.128888 0.11022 0.0912197 0.083035 0.44263 0.374051 0.4553 0.366991 0.408679 0.307314 0.762596 0.383675 0.672394 0.33453 0.93373 0.303566
threshold=95.870416931800023 92.692659421600013 172.46189488870002 17.108018746400003 220.68978861510001 17.294959556900004 103.82556453975 92.138837046750012 169.65174180905004 72.638117411050018 1.8485574041500004 90.988176966900014 89.141206231250024 93.910530954700008 26.752366550650006 24.673905035600004 12.389956812050002 148.24135922650004 128.59294673040003 143.81891023950001 24.785467646950003 116.16618105335002 12.977936149500001 14.835346625500001 14.785345457250001 14.755344756250002 107.54907905045002 30.416602988400005 14.051133688400002 195.51131808980003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 14 -5 -6 13 8 -8 10 11 12 16 -1 17 -16 -10 19 -19 21 -21 23 -23 24 25 26 -2 29 -29 -25
right_child=3 2 -4 4 5 -7 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.027243544236325145 0.009375815102663743 0.042049263716044928 -0.10040802842101028 0.070129587065026464 -0.052609050445109287 0.056659687341397549 -0.099756972865526178 0.071782243214175118 0.057656140132044419 -0.098770803092423157 0.069210228514924255 -0.0993477191754574 -0.051374074171379035 -0.10040626702134869 -0.07636226114644909 -0.0011359264194882926 -0.0049226686046914322 -0.059153050157371628 0.000225303639402617 -0.0064125400201266499 0.098662723291126228 0.02941963949075499 -0.10113807315400469 0.0037350046897677656 -0.12159802014765407 0.074510981848997335 -0.065812451745757894 -0.07342213392624336 0.012741472031765861 0.057048177305641087
leaf_weight=0.11569038056040826 4.3696523199032624 0.19634036976640334 0.58621044391475152 0.85798265249468275 0.39715432655066252 0.39590573729947209 0.25683046297217593 0.48669856414198864 0.59968013968318723 0.16070012143609336 0.48889564210548986 0.21931182546904882 0.27972068710369058 0.27509901543089654 0.38353869377169658 0.36570847209077328 0.3572788059245795 1.2500852302182455 34.73442945712759 0.72154642417444737 0.87949988094624132 0.35477825625275616 0.65760480705648661 1.7160202481400144 0.56615248142043118 0.56139524281024922 1.5482664043083785 1.343076295335776 12.096038888674228 2.5550201684964122
leaf_count=19 181 23 121 32 27 14 167 22 28 101 15 152 36 53 23 26 36 27 1169 35 14 63 34 103 11 6 73 25 202 62
internal_value=0.000867952 -0.0127127 -0.0646658 0.00169874 0.0373751 0.0019393 -0.000164236 0.00840181 -0.00465564 0.00694441 0.0156793 -0.00229537 0.0149158 -0.0626165 0.000779856 -0.0396442 0.0342925 0.00125793 -0.00183747 0.00532773 0.0513083 0.00247081 -0.0553856 0.00483685 -0.0124817 -0.00294723 -0.0102952 0.0117265 0.00413047 0.035628
internal_weight=69.7763 4.02246 0.782551 65.7539 1.65104 0.79306 3.23991 2.84912 2.36242 2.10559 1.94489 1.45599 1.23668 0.390789 64.1028 0.749247 0.956959 63.3536 35.9845 27.3691 1.60105 25.768 1.01238 24.7556 7.04547 6.47931 5.91792 17.7102 13.4391 4.27104
internal_count=2900 773 144 2127 73 41 629 557 535 368 267 252 100 72 2054 49 64 2005 1196 809 49 760 97 663 271 260 254 392 227 165
is_linear=0
shrinkage=0.0980392


Tree=784
num_leaves=31
num_cat=0
split_feature=3 2 5 7 3 19 18 6 18 17 6 4 16 8 5 6 17 6 5 5 2 10 15 10 13 19 6 5 5 16
split_gain=0.0775914 0.167782 0.179169 0.13939 0.2278 0.216679 0.281139 0.274406 0.277892 0.18744 0.307103 0.179305 0.172764 0.189431 0.157342 0.31973 0.489976 0.48856 0.239613 0.216729 0.385805 0.187455 0.187435 0.187498 0.523486 0.233264 0.178675 0.177792 0.251556 0.487501
threshold=108.42013948475001 170.32456123625002 29.040033326300005 20.778835947700006 94.92945658615001 13.351077205700003 14.163996107200001 13.475314848550001 11.780121045600003 177.48499193625003 18.255426535100003 227.22863097060005 22.764946765650006 9.5425530862500008 23.721757872050002 16.405383309150004 199.30127897920002 16.505385645700006 24.375372008600007 22.963361893800002 173.31297745125002 61.917879202350001 42.133814420300006 61.966271448700006 117.61735474900001 14.651182102100002 16.445384243750002 22.782602051550004 21.850554661550003 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=3 2 -2 5 12 6 7 -1 -9 -6 -11 -10 13 14 19 18 17 26 -16 21 -21 -5 23 -23 25 27 -17 28 -25 -30
right_child=1 -3 -4 4 9 -7 -8 8 11 10 -12 -13 -14 -15 15 16 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10335101014616709 -0.1025351789447307 -0.10352061773636884 0.055517101458375732 -0.034446156483501633 -0.10555530637940808 0.045439316938688107 0.072620123758500396 -0.10863184801772779 -0.069244064709217248 -0.063726615663229416 0.049179259294360879 0.041605380069802203 0.042564485614230374 0.058300079915304351 -0.10463920649428754 0.06089444486650164 0.063606990757561252 -0.10734700629977596 -0.014969999174959364 0.051625742730735329 -0.011096464935904602 0.028884285163826896 -0.040310679145234646 -0.0020965925346234158 -0.099670296000561015 0.046798901459684954 -0.02436762261786957 -0.056374703912836423 0.0029148277228153783 0.069856385290529427
leaf_weight=0.33050556853413526 0.10256871375531673 0.22327829522055254 0.23849933021119796 1.595464283847831 0.33477309297995717 1.7546850481594445 0.38794569924357336 0.19705475647060644 0.17827851625770563 0.61085976799222386 0.39778479433152825 0.80405958359187935 0.97954807383939524 0.55694553472858288 0.63849469140404769 0.40271748317900369 0.81312458065804083 0.55669526504789235 0.55882649409977603 2.1899732798337932 1.7759456849307751 2.3387818811461321 1.1101480291617907 41.560196590546184 0.52235179021954437 1.0860347012057889 0.63071960715751629 0.55430992145556857 4.1594947561388826 1.4731892161071298
leaf_count=43 47 46 44 27 41 54 22 14 77 36 26 49 18 14 25 16 15 46 38 30 36 29 37 1879 9 18 54 11 78 21
internal_value=0.000797383 -0.0361303 0.00798635 0.00110162 3.10199e-05 0.0201089 -0.00331079 -0.0228201 -0.000252627 -0.0407188 -0.0191993 0.021488 0.00089309 0.000240229 -0.000281605 -0.0205695 0.000463936 -0.0318247 -0.0627878 0.000969953 0.0235386 -0.00067537 0.000344999 0.00121809 -9.29114e-05 0.000972233 0.00885794 -7.01187e-05 0.000591214 0.0204229
internal_weight=69.0633 0.564346 0.341068 68.4989 64.8464 3.65253 1.89784 1.5099 1.17939 1.34342 1.00864 0.982338 63.503 62.5234 61.9665 3.60058 2.40326 1.59013 1.19732 58.3659 3.96592 54.4 52.8045 51.6944 49.3556 48.8332 1.03344 47.7472 47.1929 5.63268
internal_count=2900 137 91 2763 2504 259 205 183 140 103 62 126 2401 2383 2369 194 131 116 63 2175 66 2109 2082 2045 2016 2007 70 1989 1978 99
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=16 15 18 15 3 0 16 13 16 3 19 15 0 13 5 16 16 13 18 12 13 8 7 18 6 3 3 10 10 9
split_gain=0.453499 0.813589 0.690533 0.687439 0.466453 0.94879 0.77688 0.863901 1.3555 1.20606 0.767956 0.672153 0.481195 0.479672 0.503323 0.463194 0.593808 0.610368 0.638969 0.570406 0.486808 0.807929 0.627659 0.496321 0.423448 0.339465 0.337962 0.292157 0.588825 0.337581
threshold=18.634956423400002 28.777417478550003 14.025183600500002 28.321365561200004 83.511574906150017 94.047642319350018 19.214955067100004 112.82921081865001 19.974953289850003 89.227236891450005 13.851117550450002 27.122924609850003 92.313586825200005 113.92610173585001 19.500380888400006 15.919962772200003 15.474963812800002 104.02719889955002 15.481271036150002 104.53648605375001 108.36905878025001 7.7439566930000003 22.372035319250003 17.552559642400002 13.475314848550001 84.807411725000023 97.300676657200015 62.837331883000012 64.434276012450013 197.58039077460003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 15 -2 6 12 8 10 -9 -8 -7 -6 -11 -15 16 -1 18 -18 -17 21 22 24 -23 -21 -13 -22 29 -29 -16
right_child=4 2 -4 -5 5 11 7 9 -10 13 -12 25 -14 14 27 19 17 -19 -20 20 26 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.2992864092914258e-05 0.0011329508977887743 0.00035750534717689231 -0.0018383472475812872 0.0016920786971995091 0.00015000472443769231 0.00079164272307941845 -0.00072716913463705449 0.0013089299747983927 -0.0021839861234847421 -0.001084383419136325 0.0011548803722873802 -0.00054284321740459811 0.001612768443182336 0.0013949589457339679 0.00024973581956619405 -0.0017654927472311238 -0.0021088667351187298 0.0015728674486189353 0.00086546518864067442 -0.0020366508574311219 0.0014124773271815105 -0.0020559718639982134 0.0009324999734291816 0.00030333907320159162 0.00061695462749386878 -0.0021491586937885812 -0.0010072064701436457 0.0010918664710139483 -0.00013576026436264144 -0.00014431364621975956
leaf_weight=16.611279524668149 2.0635309778153887 0.80741303385002483 1.7310881143348522 0.91411743512435251 1.3354678196919842 0.65458330139517729 1.9693994766566896 3.8592088043224058 1.4673462454229591 1.1500438004732121 1.4452695054933427 0.86171216703951392 2.4524438865482807 1.3110667886212457 20.781100207219424 1.106282785985967 0.43293051142245464 1.9503514939715385 0.77441755938343704 0.62161087000276927 0.96196684055030324 1.4543796600773928 1.6186514044238718 0.4485306842252611 0.3681142746063415 1.2247114228084681 0.28847964137275994 3.4427985455840817 2.664884714409709 13.982902931136776
leaf_count=1116 31 32 127 14 40 10 34 51 39 16 14 23 26 16 414 73 25 28 23 51 13 92 91 13 13 52 90 43 31 259
internal_value=0.000119087 -7.77226e-05 -0.00113992 2.01459e-05 0.000216701 0.000184438 0.000239703 0.000177339 -0.000607871 0.000258569 6.94143e-05 -0.000941872 0.00109706 0.000165024 0.000199087 -3.72308e-05 0.000115172 0.000894602 -0.00020107 -0.000475908 -0.000228301 -0.000528366 0.00018038 -0.00149986 -0.00104968 -0.00148574 0.000854253 0.000160726 0.000556232 9.12398e-05
internal_weight=90.7561 30.0896 2.5385 27.5511 60.6665 58.6029 55.8619 52.074 4.88202 47.192 3.41467 2.74101 3.78791 43.3328 42.1828 26.637 19.769 3.1577 1.20735 6.86802 5.76173 4.51129 2.60838 1.90291 0.989725 2.08642 1.25045 40.8717 6.10768 34.764
internal_count=2900 1801 159 1642 1099 1068 983 917 87 830 48 85 66 779 763 1628 1192 76 48 436 363 260 155 105 64 75 103 747 74 673
is_linear=0
shrinkage=0.00196078


Tree=786
num_leaves=31
num_cat=0
split_feature=0 9 9 15 16 4 13 15 8 13 12 6 5 15 18 9 19 16 9 3 2 15 6 8 6 3 10 9 18 19
split_gain=0.0802297 0.272912 0.463336 0.37699 0.290471 0.223942 0.265608 0.306641 0.220622 0.219842 0.571737 0.222465 0.285385 0.272608 0.272715 0.188166 0.166747 0.160006 0.194697 0.158527 0.149927 0.144862 0.143983 0.144957 0.13287 0.301514 0.323906 0.422243 0.225104 0.54487
threshold=85.716110573100011 190.24759545780003 199.02473417820002 35.054707749500004 22.744946812400002 375.86663358980007 117.64423933030001 42.133814420300006 10.242007239150002 117.59047016770002 115.61167718145002 16.475384944750001 36.806659819600007 25.918792046100005 11.780121045600003 202.80137809380003 14.451165964200003 19.254954973500002 104.11289958150002 93.770731131900007 195.12355368615002 39.283112803100003 16.395383075500003 3.5472317755000007 18.155424198600006 93.58791597905001 61.885617704800005 191.62448690950001 13.278511569200001 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 4 16 -4 5 6 9 -8 15 10 -1 22 13 14 -13 -5 -3 18 -16 24 -17 -21 23 -12 25 28 -27 -28 29 -2
right_child=19 2 3 8 -6 -7 7 -9 -10 -11 11 12 -14 -15 17 20 -18 -19 -20 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10421893216239479 -0.0038681656195372715 -0.03254705639452346 -0.1058207870583992 0.027808790623934508 0.050681892898878547 -0.10048366205800362 -0.087661537571487938 0.021592678688380072 0.066050381454009224 0.067297183732826435 0.065665866893200392 -0.10409519503882508 0.098169891151626179 -0.1033719974931311 -0.097200371001414612 -0.0039373162256300283 -0.1103806626168517 0.099179750849842846 0.096054200673162254 0.047735970920154906 -0.10161007160938303 0.0043194546122164671 0.096695033887231552 -0.032788214172219401 0.046539295266629081 0.02599244894332247 -0.10807034353047024 -0.0042216232298127746 -0.00055000933984021615 0.051142210216864083
leaf_weight=0.40041437889521958 4.1924395672540404 0.40625909221489587 0.28482269409141769 0.62382239154248942 1.0436675613746045 0.21936186260109014 0.59423485057777714 0.39514736464479938 0.5175109797855838 0.56684353708988044 0.31463371501377002 0.15050173316922133 0.1907721461757319 0.31491665910289157 0.11702632811648073 0.32160952966660261 0.67976523751713103 0.23764336481690407 0.081843697756994516 1.3037916533648961 0.26467467280599521 1.5588342566625213 0.42317219407414086 0.24631382401639712 0.5838262727484097 0.56090438552200739 0.78114988571905974 0.67363167442090344 47.998900545904689 2.7575165101443417
leaf_count=62 91 33 31 19 18 37 66 16 14 11 21 41 7 35 46 29 28 3 3 17 17 30 12 31 11 10 25 32 2068 36
internal_value=0.000793792 -0.00801067 -0.0306687 -0.00336433 0.00524436 -0.00590627 -0.000762628 -0.0440267 0.0135271 0.013299 0.000943084 0.0212185 -0.0086356 -0.0312266 0.00747737 -0.00893487 -0.0812647 0.0459455 -0.0176677 0.0020173 -0.0480311 0.0240936 0.0543665 0.0224344 0.000919153 0.000451595 -0.036059 -0.0599835 0.00179091 0.0179582
internal_weight=68.806 8.39496 3.09846 2.01244 5.29649 4.25283 4.03346 0.989382 1.72762 3.04408 2.47724 2.07682 1.0927 0.901932 0.587015 1.21011 1.08602 0.436513 0.19887 60.411 0.586284 2.86263 0.98412 0.560948 57.5484 56.9645 2.01569 1.45478 54.9489 6.94996
internal_count=2900 580 171 110 409 391 354 82 79 272 261 199 135 128 93 65 61 52 49 2320 46 47 64 52 2273 2262 67 57 2195 127
is_linear=0
shrinkage=0.0961169


Tree=787
num_leaves=31
num_cat=0
split_feature=5 5 5 2 5 6 0 7 0 3 9 13 16 10 13 3 16 16 15 18 15 6 13 8 9 16 12 13 6 7
split_gain=0.248662 0.368471 0.352243 0.525601 0.489134 0.551311 0.484156 0.45855 0.429437 0.342672 0.341885 0.27881 1.17248 0.706874 0.486432 0.779008 0.721147 0.505524 0.644824 0.768911 0.570826 0.488872 0.867044 0.738227 0.481726 0.468938 0.619796 0.465559 0.846837 0.501389
threshold=23.606333875400001 23.524801812050004 25.763052016400003 347.55895130095001 24.779543538450003 16.405383309150004 86.420486603250012 23.124786352450005 85.253695774650012 92.017856430850017 202.37225149245003 112.82921081865001 19.974953289850003 66.318885161900013 109.72404167800001 86.302194445500007 19.214955067100004 18.684956306450005 28.566186095050004 14.025183600500002 28.321365561200004 14.775345223550003 107.97116697695002 7.943800736700001 213.24207352880003 15.919962772200003 104.53648605375001 108.61908538635001 11.585270688000001 22.372035319250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 6 5 9 -4 8 -7 -2 -9 12 14 -13 16 -16 17 18 20 -20 25 22 -19 -24 -21 -1 -27 28 29 -28
right_child=2 -3 3 -5 -6 7 -8 10 -10 -11 -12 13 -14 -15 15 -17 -18 21 19 24 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00016082090469885876 -8.8652572835298311e-05 0.0015563129318261373 8.0382348294370006e-05 -0.0021159210512810365 -0.0015288177426761311 0.00034788984921394189 0.0016750573479887196 0.0012622386317724368 -0.0022217088786813293 -0.0022276376864107765 -0.00019018249949638059 0.00017938371981828549 -0.001557524571710905 0.0012837063116122294 0.0014808518497909863 -8.3312963371660987e-05 -0.0014220779133472929 0.0012798547433801276 0.0012824661222361805 -0.0021640973180974254 0.001843782575965458 0.0016554444907335214 0.00079272978453054908 -0.002120854383895387 -0.00017118449588467513 -0.0021232586969077006 -0.0020248265295825271 0.001434054417876054 -0.0017050735326358151 0.00062530086297630887
leaf_weight=16.839016366338928 0.48936688387766281 0.70357028115540643 4.2393056320943288 0.35360919121376344 1.3531474450137464 0.50322263137240975 0.88474780489923421 1.4502018615603449 0.49701885599642992 0.69963033922249451 1.0925003127194939 36.811688137007877 1.7499888716265548 2.3720835428684941 2.3311821036040774 2.5778312139445916 1.3218748285435129 1.4530762266367667 0.47107822471298222 1.3810792398653577 0.66865614056587119 1.359669644385576 0.57760819047689416 0.7938729734160006 0.70403555716620747 0.78501117460837022 0.3195119142765187 0.56305956095457066 1.360689533583354 1.9471944193792294
leaf_count=1113 11 11 311 27 88 28 14 23 29 36 27 456 47 32 23 34 37 24 13 99 7 13 16 40 39 45 34 10 94 119
internal_value=0.0001036 0.000143817 -0.000164537 0.000196171 -0.000489239 -0.00019196 0.000355728 0.000195758 -0.000928941 -0.00134728 0.00063819 0.000130807 9.2374e-06 0.000246237 8.65709e-05 0.000659474 -5.50149e-06 5.85748e-05 -4.68471e-05 -0.000980039 5.9251e-05 0.000689442 0.000224433 -0.00089378 -0.00149119 4.55168e-06 -0.000524327 -0.000224795 -0.000482288 0.000251742
internal_weight=88.6545 77.0918 11.5628 5.47766 6.08509 4.73194 5.12405 3.54294 1.00024 1.189 2.5427 76.3882 37.2044 39.1838 35.4544 4.90901 30.5454 29.2236 25.0393 2.55619 22.4831 4.18423 2.82456 1.37148 2.08511 21.8145 4.97547 4.19046 3.6274 2.26671
internal_count=2900 2306 594 352 242 154 325 107 57 47 50 2295 1807 488 1760 57 1703 1666 1573 151 1422 93 80 56 138 1415 302 257 247 153
is_linear=0
shrinkage=0.00196078


Tree=788
num_leaves=31
num_cat=0
split_feature=9 13 3 2 9 16 18 19 16 6 6 0 7 18 4 18 13 13 0 16 17 9 5 19 18 16 10 3 16 9
split_gain=0.0781768 0.243871 0.324139 0.155074 0.0941889 0.177223 0.292741 0.28418 0.251913 0.251056 0.410513 0.275467 0.512483 0.329363 0.295025 0.199617 0.421275 0.357629 0.3407 0.412022 1.0224 0.463639 0.420749 0.393692 0.539953 0.393732 1.24433 0.699669 0.64052 0.393005
threshold=37.256168974800005 96.209162656250015 66.676450093250011 270.91232589630005 52.394053035900008 12.644970430600003 17.248993197150003 11.850956171350001 9.6249774926000011 13.075305502400001 11.945279099550001 95.762878606550018 25.520256579150004 17.108018746400003 371.16724128940001 15.556223714900002 104.02719889955002 104.19119484555002 94.047642319350018 19.214955067100004 173.06150329755005 63.748083991300007 19.915533535850003 13.751109481500002 11.904475184000002 19.974953289850003 66.697957758300021 89.227236891450005 20.784951395750003 204.42645579255003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 -8 10 11 -9 -13 -14 -15 16 -11 -18 19 20 21 -19 -22 24 -21 -25 27 29 -29 -27
right_child=4 -3 3 -5 5 7 8 9 -10 15 -12 12 13 14 -16 -17 17 18 -20 23 22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0994015741663338 0.020599952657319356 -0.10150580029345281 0.033659445809123903 -0.052039243173592334 -0.065438214829729779 0.037664095453954646 0.043530908170186421 -0.061182524222488446 -0.099211188636558131 -0.068992108926790932 -0.080833424295935347 0.079105732415917188 -0.078181652993715614 0.044957064947240097 -0.059322262504525623 0.026617696729541219 0.060016217007246672 0.095932932258809056 -0.020794450993657839 0.025252191619186088 0.097117831130656848 -0.074525279114968965 0.017739242517755095 0.048724562124436287 -0.082325904617354714 0.014579982903391712 -0.10649080545618136 -0.078733059831250687 0.0023493284719348939 0.092683038716439597
leaf_weight=0.27992957731112156 2.3605397585961319 0.29059419895929739 1.0411621851089874 0.25208902152371582 0.98436217168000328 2.0230549368425264 0.60878414580474782 0.6923202605103137 0.14765876871388173 0.82243276372173468 0.91864910023286928 0.71102271822746876 0.60435854451498006 0.79552138736471512 0.38793998549226671 3.0011475919163777 0.99242338351905246 0.18459191313013368 6.2829514789700616 0.71137225441634555 1.6729179797694089 0.90680798858329581 1.0413403486381865 1.7195151124469692 1.2132975133426951 1.2261541392654174 1.012013054685666 0.96345504613418498 33.395872467928712 1.2510742917656896
leaf_count=197 204 67 89 43 200 84 97 46 80 47 70 21 66 42 34 113 15 4 224 24 28 182 49 25 47 14 36 30 692 30
internal_value=0.000812366 -0.0189916 -0.00374974 0.0169545 0.00136631 0.000659897 -0.0301949 0.00151888 0.0156674 0.000310362 -0.0230834 -0.00645873 0.00870285 -0.0192966 0.0107742 0.00201512 0.000632327 0.00172149 0.000599902 0.00356733 0.0344411 -0.0456951 0.0666638 0.000735628 -0.0425642 0.00284182 0.000757299 0.00370373 7.57323e-05 0.0540244
internal_weight=68.4954 1.86377 1.57318 1.29325 66.6316 64.271 1.74081 62.5302 0.756443 60.5072 4.10981 3.19116 2.49884 1.78782 1.18346 56.3974 53.3962 52.5738 51.5814 45.2984 3.80566 1.0914 2.71426 41.4928 1.92467 39.5681 37.8486 36.8366 34.3593 2.47723
internal_count=2900 396 329 132 2504 2300 377 1923 177 1839 279 209 163 142 76 1560 1447 1400 1385 1161 263 186 77 898 71 827 802 766 722 44
is_linear=0
shrinkage=0.0980392


Tree=789
num_leaves=31
num_cat=0
split_feature=19 16 3 10 18 12 13 5 6 3 5 2 9 7 7 5 15 6 10 7 7 17 16 3 4 5 7 4 16 10
split_gain=0.214661 0.205222 0.200687 0.342084 0.545347 0.48749 0.508159 0.39268 0.581968 0.333734 0.405207 0.683058 0.496096 0.314224 0.311749 0.749931 0.733908 0.348319 0.347629 0.54219 0.345296 0.461848 0.293255 0.340418 0.841408 0.848243 0.609888 0.641871 0.50726 0.409723
threshold=9.8507947922000021 8.3799804039500021 93.883646373400012 61.917879202350001 13.101381023200002 113.21840097485001 117.60660091645001 22.852794041600003 16.415383542800004 94.92945658615001 27.160544034850002 122.26439358135001 184.56123852025004 22.689595575850003 22.087764922150004 20.410615048800004 28.129673635100001 13.855323727400002 72.026481772850005 20.778835947700006 22.580174331950005 188.54236693505001 22.714946882600003 93.308316333450009 190.00198300580004 22.732890661650003 23.124786352450005 292.27430887770004 22.624947093000003 61.928633034850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 9 5 6 -5 -7 -9 -4 11 12 -11 14 16 -16 17 18 19 -2 21 -17 23 28 -25 -26 -27 -28 29 -15
right_child=2 -3 3 4 -6 7 -8 8 -10 10 -12 -13 -14 22 15 20 -18 -19 -20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0020167935077601462 0.00071646596185579706 0.00016053043176569634 0.00065518719945560243 -0.0021738305240792725 -0.0015376718263619346 0.0020417651477975135 0.00022235474900734401 0.0016149378732201116 -0.0021302536168014566 0.0011643865852256307 0.0001822049388521486 -0.0022967711862028669 -0.0014832528163551989 -0.0014801325762613042 0.0015444154179945927 3.2722764458499869e-05 -0.0014136510740295665 0.0016419881026001689 0.0009013369633588008 -0.0015582205100605328 -0.00040652154425444112 0.0014226744015242993 0.0010335219761931998 0.0010134054931666035 -0.0017130484227352767 -0.0013049357687880479 0.0013115697023394492 -0.00062214217922743282 0.00060844618604344227 4.816607327984164e-05
leaf_weight=0.36815216722970845 0.76376525883097179 0.30374984591617249 2.6307334218581655 0.62062863439496074 1.5377672101094502 0.56398408155655466 0.75323456525802612 0.32854751369450241 0.31006077960773837 0.657633153370625 3.8145924047312292 0.80666343386110373 0.4641037080436945 0.68391199634061095 2.4137440681224671 2.2790228768717502 1.0947716166847383 0.71831960807321582 1.2254803237156009 0.85260965389898047 2.0361619800096378 1.5402533980086444 1.1707331314682949 1.3920203484594811 2.0144502595067024 1.1941350661800245 1.3749307096004488 1.2691771815298123 6.5321551132947198 48.615198873885674
leaf_count=182 23 44 38 43 89 7 6 10 53 37 224 53 16 9 62 31 23 15 53 60 29 22 16 13 35 36 11 31 80 1549
internal_value=7.16808e-05 -0.00103248 7.99554e-05 -0.000150653 -0.000613637 -6.21231e-05 -0.000860097 0.000849497 -0.000203449 7.68231e-05 -0.000188112 -0.000920641 6.8961e-05 0.000117273 0.000396236 0.000624721 -9.65084e-06 0.000422086 0.000113739 -0.000483392 0.000245603 0.000593268 6.11554e-05 4.31076e-05 -0.000356775 -0.000682662 -0.000141878 0.000383384 9.49967e-05 2.69644e-05
internal_weight=90.3307 0.671902 89.6588 12.4879 4.11422 2.57646 1.37386 1.20259 0.638608 8.37373 5.74299 1.9284 1.12174 77.1708 12.9241 8.26918 4.65495 3.56017 2.84186 1.61637 5.85544 3.81928 64.2467 63.076 7.24471 5.85269 3.83824 2.64411 55.8313 49.2991
internal_count=2900 226 2674 576 208 119 49 70 63 368 330 106 53 2098 318 144 174 151 136 83 82 53 1780 1764 126 113 78 42 1638 1558
is_linear=0
shrinkage=0.00196078


Tree=790
num_leaves=31
num_cat=0
split_feature=4 4 17 17 7 2 12 15 15 13 5 10 16 18 12 9 9 9 19 10 0 3 8 17 9 7 2 9 5 0
split_gain=0.078354 0.403194 0.194522 0.4555 0.52854 0.400852 0.394303 0.361414 0.590782 0.581572 0.373665 0.371856 0.338518 0.724265 0.708667 0.445008 0.762737 0.52522 0.359672 0.317621 0.53321 0.492365 0.338521 0.302798 0.579775 0.285732 0.699565 0.253835 0.25072 0.22151
threshold=227.97173202615002 228.53067524955003 193.52305340940003 195.76335783930003 23.875242364300004 180.42199898520002 221.35139589120004 37.80636766060001 42.80317728375001 117.56896250265002 13.592434445950001 81.188747081400024 22.604947139800004 14.117867417450002 201.24780035400002 199.21354841250005 204.88165762580005 213.24207352880003 14.451165964200003 67.203387886850024 93.776108048200015 89.324021384150015 8.543332867800002 182.72552322705002 70.238863950400017 23.302979953550004 180.42199898520002 200.12618528045002 19.861308675400004 97.835679825150024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 -4 -6 10 9 -9 11 -3 13 14 -5 -14 -17 -18 -16 21 -21 -15 28 24 -12 26 -10 -28 29 -22
right_child=1 2 3 12 6 -7 -8 8 25 -11 23 -13 15 19 18 16 17 -19 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0044793921939742824 -0.097258735323727474 -0.0836227945539018 0.09348508137739206 -0.12750806397266326 -0.10999800152047122 0.013417678972485541 0.040125671620808781 -0.094548909193637107 0.04888798577950209 -0.018696294670379473 0.022045041932826265 0.00027168806625525282 0.063822748265549165 0.075672903082096885 -0.061470975134702538 -0.051584505324793528 0.07927154410640587 -0.014679310048178275 0.015471900102885426 -0.10553493601434102 0.03791326846380802 -0.0054873523998303841 -0.1092643974115278 0.038495976172201102 -0.06851850398602774 0.053265976906076602 -0.11163033578337662 -0.00026899269699458825 -0.078853218999247521 -0.0032967005953744711
leaf_weight=30.531172180383692 0.42414792778435995 0.81459205686405622 1.447303387045398 0.84007731638849081 0.34925666886556417 1.0277885985415194 0.32432030532800127 1.6800155112578061 0.8585388231003892 2.3038438882213086 2.3017410332104196 1.3484258932285227 1.5597302849637333 1.2975935741560518 1.1533138714003146 1.5446338043548169 1.2824474168010058 1.0322891967371104 1.1828277075546791 0.49796060193330038 1.7611249715555457 1.6097439982877402 0.26369047773187038 2.9891087428768515 0.96400238181013254 0.91695925746171258 0.5993993500887882 0.29285776666074526 0.33239983115345229 4.3510824820768903
leaf_count=972 12 100 20 13 33 38 23 29 35 35 137 233 29 31 28 29 25 28 25 31 69 37 15 116 131 24 67 10 39 486
internal_value=0.000795282 -0.00221614 -0.00112447 0.00478379 0.0392826 0.0602369 -0.037715 -0.00969412 -0.0267742 -0.0506838 0.00380221 -0.031323 -0.00102228 -0.00944341 -0.0502835 0.0196297 0.00176949 0.0373728 -0.0225135 0.0033826 -0.00765296 0.0307358 -0.000387131 0.015949 -0.00468807 0.00893074 -0.0142893 -0.0750792 0.00406774 0.00857723
internal_weight=67.8824 37.3512 36.9271 21.8576 3.14867 2.47509 0.673577 15.0695 6.65161 3.98386 8.41787 2.16302 18.7089 13.2898 3.17622 5.4191 3.85937 2.31474 2.33614 10.1136 7.20626 2.90734 6.7083 6.25485 3.26574 2.66776 1.7508 0.892257 6.44461 6.11221
internal_count=2900 1928 1916 999 114 58 56 917 200 64 717 333 885 774 66 111 82 53 53 708 640 68 609 384 268 136 112 77 594 555
is_linear=0
shrinkage=0.0980392


Tree=791
num_leaves=31
num_cat=0
split_feature=19 16 15 13 7 14 16 16 12 18 7 10 2 2 14 5 14 5 17 16 6 17 12 12 17 17 4 15 13 13
split_gain=0.0915968 0.134979 0.0872758 0.395409 0.281327 0.130394 0.166818 0.129059 0.115266 0.358239 0.364625 0.20281 0.202702 0.214236 0.264492 0.33297 0.310163 0.196073 0.14442 0.217152 0.238294 0.279981 0.340892 0.214 0.409005 0.354628 0.261247 0.506666 0.324012 0.286416
threshold=9.8507947922000021 8.3799804039500021 46.574831689400007 117.61735474900001 23.539316666200005 462.66931228825007 22.514947350300002 10.664975060650002 329.98224707875005 13.919698996450002 25.178984058200005 64.434276012450013 297.58713971970008 270.91232589630005 374.37301727345005 23.442459712300003 386.55805551320003 20.569643378550001 208.12573104970002 22.494947397000004 8.0101871567500016 209.52161856205001 195.51336019310003 234.88438170465002 199.14656950540004 197.71582798205003 305.29827728755009 26.285853065250006 117.57971633515002 103.32013441125001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 8 7 -7 12 -10 -11 -12 13 18 -15 16 -16 -14 23 20 -20 -22 -23 -2 25 26 -25 29 -29 -28
right_child=2 -3 3 4 -6 6 -8 -9 9 10 11 -13 17 14 15 -17 -18 -19 19 -21 21 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.10004277232979637 0.0011476820208422096 0.0099324477813178391 -0.088310638360897781 -0.057817105582604424 0.047499382664731901 0.074331117994560589 0.10014376399230472 -0.050105287051602068 -0.1004688457907023 0.043066559148075056 0.018565641198499846 -0.078838458369503525 -0.0090964535658777899 -0.10203894355681742 -0.1131159634026816 0.073974968643673492 0.0092658360830829706 0.083571919304998923 -0.099806624166362268 -0.080773766773675482 -0.087692130911112512 -0.03056219380912889 0.045474164540690497 0.064857251871636795 0.050968280843054922 -0.076024668242547472 0.0004135310564037897 -0.10564441641812174 -0.003339934688726415 0.084033979844285275
leaf_weight=0.2121321945960507 49.69946894667828 0.21700098694418557 0.55947874725825286 0.36330551401624667 0.74109079781919718 0.13209195961826381 0.29253553785383701 0.20357536686833555 0.435917224054719 0.89294796483591177 0.31406169850379229 0.59419373501441441 0.3591845144983371 0.41227768128737707 0.35167834442108847 0.32220588065683842 0.45862690013018437 0.56415312542230822 0.24680055226781394 0.45314049650914956 0.30262054578634012 0.99842905280820593 1.3107141831424085 0.70954152711055885 2.5219099655405444 0.50680458725400956 0.98838380680535942 0.5480393221369011 0.65103953646030277 0.65435798575344961
leaf_count=182 1678 44 76 38 18 9 6 38 37 45 10 76 34 26 31 5 45 17 81 12 17 85 68 13 60 17 55 39 18 20
internal_value=0.000717805 -0.0444313 0.00100877 -0.0211626 0.0128542 0.00157697 0.0460265 -0.00113702 0.00114268 -0.0207206 -0.00142036 -0.0451575 0.00193081 0.00124223 -0.0348035 -0.0103272 -0.0438488 0.0475233 0.00217664 -0.0177196 -0.00772427 0.000977121 0.0125975 0.00334742 0.0199621 0.000693558 0.0116418 -0.00164496 -0.0500982 0.0337223
internal_weight=67.0177 0.429133 66.5886 1.66388 1.1044 64.9247 0.628203 0.335667 64.2965 2.23712 1.8012 0.908255 62.0594 61.136 1.54479 1.13251 0.810305 0.923338 59.5913 3.3117 2.85856 2.61176 2.30914 56.2795 6.58008 4.05817 3.55136 2.84182 1.19908 1.64274
internal_count=2900 226 2674 132 56 2542 53 47 2489 168 131 86 2321 2270 107 81 76 51 2163 263 251 170 153 1900 222 162 145 132 57 75
is_linear=0
shrinkage=0.0980392


Tree=792
num_leaves=31
num_cat=0
split_feature=0 9 5 18 18 16 4 13 5 2 13 12 6 5 15 18 12 17 16 8 6 19 8 0 12 8 14 8 8 9
split_gain=0.0835143 0.241581 0.433005 0.336419 0.398101 0.250872 0.200896 0.227589 0.285468 0.322674 0.193313 0.5067 0.189973 0.241171 0.241882 0.243993 0.18611 0.161121 0.135888 0.175332 0.133614 0.129831 0.147214 0.246817 0.181239 0.377747 0.337991 0.539899 0.52617 0.399166
threshold=85.716110573100011 190.24759545780003 27.955576342550007 13.400856420150001 13.512826932300003 22.744946812400002 375.86663358980007 117.64423933030001 23.052327720550004 151.19096455890005 117.59047016770002 115.61167718145002 16.475384944750001 36.806659819600007 25.918792046100005 11.780121045600003 58.770113158150004 185.26837593205002 19.254954973500002 5.9453602998000008 16.395383075500003 14.651182102100002 8.8430989333000021 87.568458224950021 92.695913642950003 8.7431769115000026 195.11843500090001 8.6432548896500023 8.6432548896500023 183.38674815750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 7 10 -9 17 11 -1 20 14 15 -14 -2 -10 19 -17 -13 22 24 -24 -18 26 27 29 -28 -26
right_child=16 2 -4 4 -6 -7 -8 8 9 -11 -12 12 13 -15 -16 18 21 -19 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.10769216281776398 0.070700288169957146 -0.08595036484930367 0.02579660533186592 0.085226892228788598 -0.06601712485180454 0.04883930650132496 -0.10438813136925318 -0.11484573961423801 -0.025958389613639433 -0.10670070528560444 0.066284969434148314 0.021595971889959844 -0.10814678494175792 0.10136178131940665 -0.1068807478639688 -0.10092385488432505 -0.019001369324892381 0.10198910909911685 0.10278523106257076 0.10139862325320625 0.099846288447649062 0.026571971770592884 -0.063458166074188679 0.0069824943975575681 -0.071297095897309815 0.047432890316276455 -0.00024191616721891147 0.085573559052723097 -0.059167039196052623 0.015719794672366123
leaf_weight=0.36628378454224808 0.39125798922032018 1.3583223903569894 0.91597855380678073 0.30520913522559556 0.40493528666411294 1.0173690551891921 0.20049035244801405 0.35471721738576878 0.16759829805232584 0.1973360921110725 0.54466517342370924 0.52642967703650334 0.13401978150068317 0.16216889182396699 0.28222923244902631 0.10244825802510604 3.9605193823408618 0.23844913952052593 0.20999183878302574 0.073606820777058601 0.37270196023746394 1.9943927405402053 0.93672989908372883 1.0606647280801551 0.56459776569681341 1.860663087805732 37.112895526606735 1.0617818473838276 1.5799042189028103 7.9511434588021075
leaf_count=62 6 99 30 10 32 18 37 7 44 26 11 52 41 7 35 47 112 5 3 2 12 32 26 32 23 35 1817 16 44 177
internal_value=0.000656254 -0.00897043 -0.031443 -0.0567903 -0.00101478 0.00457729 -0.00687179 -0.00163393 -0.0436541 -0.00180195 0.0128764 -0.00016905 0.0209643 -0.00986323 -0.0323453 0.00810359 0.00196259 0.0491781 0.048461 -0.0163349 0.0540318 0.00149956 0.000608042 -0.0260525 0.00159251 0.0032195 0.00151522 0.0183342 -0.00264795 0.00995053
internal_weight=66.4095 7.93495 2.98445 2.06847 0.710144 4.95051 3.93314 3.73265 0.958101 0.603384 2.77455 2.22988 1.8636 0.964465 0.802296 0.520067 58.4746 0.406047 0.386047 0.176055 0.899132 58.0833 56.0889 1.99739 54.0915 50.131 48.2703 9.57752 38.6928 8.51574
internal_count=2900 580 171 141 42 409 391 354 82 75 272 261 199 135 128 93 2320 49 52 49 64 2314 2282 58 2224 2112 2077 216 1861 200
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=15 13 7 3 9 9 15 16 8 12 7 17 6 16 6 18 18 18 5 13 10 5 16 15 17 15 5 0 5 5
split_gain=0.0753307 0.340782 0.23108 0.0758886 0.252042 0.36547 0.331378 0.222425 0.181462 0.177866 0.169511 0.338747 0.286471 0.242969 0.312804 0.311381 0.352755 0.438959 0.372744 0.335283 0.575301 0.397731 0.374328 0.835093 0.450305 0.325541 0.680668 0.40456 0.316939 0.45579
threshold=46.574831689400007 117.61735474900001 23.539316666200005 93.883646373400012 190.24759545780003 199.02473417820002 35.054707749500004 22.744946812400002 10.142085217300002 90.17221166855002 22.580174331950005 189.37128582595003 14.055328400500002 22.624947093000003 16.545386580300001 12.903279561150002 13.042786209850002 13.101381023200002 24.225659292200003 117.38883580790001 62.305017173150013 22.732890661650003 22.554947256700004 38.842471172100005 195.24502669890003 39.283112803100003 21.495293572000005 89.872466842800023 20.361635946650004 20.717225865800003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 9 -8 -5 11 -1 -13 15 -15 -12 -17 -18 19 20 -19 25 -21 -24 -25 26 28 -27 -22 -30
right_child=1 2 -4 4 5 6 8 -9 -10 -11 13 12 -14 14 -16 16 17 18 -20 22 21 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=0.0051212939855674279 -0.087274294953166284 -0.055099527269703574 0.044359061177255694 -0.10638167865501698 -0.085939068394661644 -0.1091990031669819 -0.01617138705189573 0.047163716026362254 0.062433321850974721 -0.0016539652755702167 -0.12561460275264555 -0.0084257287362781152 0.085575280493783587 0.024877738254590095 -0.032558967881535242 0.078026136670496432 -0.074195472236576743 0.074989618680507381 0.074761780889434068 0.0091128069340983397 -0.002231648078925532 -0.10029331902390476 -0.096277399317904355 -0.040233045102851701 0.034491745751862972 0.10663152553705497 -0.087661826329762493 -0.011191817548898151 0.087821635799242043 0.0016659263454672796
leaf_weight=5.4558778908831291 0.52002104458188014 0.34834717030025764 0.70918351085856557 0.17027192216664788 0.88923833379521999 0.25031899517489353 0.69015539676183812 0.97856753133237351 0.5112465649144724 3.4080867329612374 0.20501812652946583 0.45921256726433046 1.1027103662490843 6.5988324334030031 1.107293404638767 0.54271452128887077 0.85116713214665551 1.0326946936547745 0.62876096565741946 2.5689853515941641 26.709692585193821 0.3971827704081069 1.6406536923022939 1.932777018286288 1.3838666211813686 0.62979976460337528 0.89185322829871339 0.54239998326011118 0.9880128198419692 1.6222581769397946
leaf_count=224 76 38 18 19 37 31 43 17 15 346 5 43 21 119 20 10 14 13 13 37 1520 14 28 33 16 5 26 42 25 32
internal_value=0.000594228 -0.0209943 0.0115977 0.0011248 -0.00878452 -0.0354542 -0.00453016 0.00491608 0.0172782 -0.00663731 0.00231787 0.0168766 0.0579385 0.000285599 0.0166247 -0.00267229 -0.0020773 -0.00311683 -0.00164011 -0.00283094 0.0015352 -0.000851616 -0.0218669 -0.0379213 -0.00905419 0.000406876 -0.00159926 0.0521123 0.00101858 0.0342767
internal_weight=65.7672 1.57755 1.05753 64.1896 6.89789 2.34096 1.45172 4.55693 1.2014 3.57836 57.2918 7.0178 1.56192 50.274 7.70613 42.5678 42.3628 41.8201 40.9689 40.3402 32.8139 31.7812 7.52628 4.9573 3.31664 31.384 30.2118 1.1722 29.32 2.61027
internal_count=2900 132 56 2768 508 126 89 382 58 365 2260 288 64 1972 139 1833 1828 1818 1804 1791 1677 1664 114 77 49 1650 1603 47 1577 57
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=9 9 0 3 10 2 6 16 17 17 15 18 10 18 5 9 17 17 17 14 12 12 15 13 0 3 15 15 9 18
split_gain=0.0715804 0.297221 0.511477 0.978383 0.433398 0.336897 0.236866 0.24201 0.20737 0.503094 0.261231 0.259306 0.227095 0.222271 0.270482 0.14727 0.182654 0.257463 0.393975 0.295496 0.17284 0.129716 0.120503 0.635811 0.87319 0.606361 0.430633 0.412372 0.336249 0.372946
threshold=207.37918994975004 212.35308743945004 88.576630023850015 88.396503329100014 80.468240302450013 73.935594769650024 14.215332138950002 18.714956236300004 203.08534335880003 200.23903127160003 41.863529088250004 14.531978590450002 78.962703749400006 17.140917755100002 17.949654459650002 213.24207352880003 198.47149978265003 196.44284117250001 194.04732099685003 193.50822769395003 217.64277969395002 148.24135922650004 28.566186095050004 109.57886493895002 95.762878606550018 86.130133125200004 27.008040895250005 26.557525034400005 196.26893085885004 13.765997214800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 -2 4 5 -4 -7 -8 9 15 11 -10 13 14 21 -3 17 18 19 -17 -21 -13 26 24 -24 -25 27 -1 29 -28
right_child=1 8 3 -5 -6 6 7 -9 10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 25 -26 -27 28 -29 -30 -31
leaf_value=0.0041615074130434884 -0.096474052311493239 0.049671935042559519 0.041300717274852988 0.089638405321178616 0.058256823180288873 -0.093456339907878619 0.014568903343613311 -0.080037202336970259 -0.089267376888134936 0.081695078273234717 0.051672374134524017 -0.014313509560068244 -0.085038006368219191 0.060430829714878086 0.020780001365793773 -0.050971260564027801 -0.070217657896705782 0.078207817651833475 -0.10728240473804102 0.07092049250131692 -0.012600432624298679 -0.1032704785517114 -0.081283446164352263 0.075378085214500817 0.041096311081475406 0.00018733491290913822 0.051484220075245245 -0.10829434567178554 0.066562306678626643 -0.063039472358175905
leaf_weight=13.824336775375741 0.81325851808651162 0.50706269962393014 0.33493753685616079 0.74772130511701096 0.40783411942174996 1.216471123043448 0.55425463349820325 0.48935506056295708 0.48949494247790504 0.98215303849428881 0.51243393495678891 0.27997446380322821 0.33550482022110362 0.4768927878467365 0.81472721949103288 0.51949615335615895 0.38716963925980952 0.36368394720921049 0.34082189539913077 0.64063998104938924 0.37906505621504039 0.3603337686508894 1.968235642241779 1.0651012875605363 0.78344957384979341 32.070684374342818 0.59439639724951054 0.3206892879825326 1.9573635304695924 0.5059518581838347
leaf_count=1339 37 21 12 19 33 57 32 19 12 24 15 16 86 16 36 26 19 15 20 46 23 32 120 14 29 668 36 22 34 22
internal_value=0.000534366 -0.00631986 -0.0259914 -0.0107082 -0.0356949 -0.0504603 -0.0640591 -0.0297925 0.00582953 0.0204595 -0.0126074 -0.0245552 -0.010585 0.0023447 -0.0166932 0.00129324 -0.00803104 0.00269976 -0.011907 0.00921176 0.0398724 -0.0643741 0.0020776 -0.00115625 -0.0464399 0.00260423 0.00882388 0.00161196 0.0421864 -0.00117499
internal_weight=65.0435 11.9533 4.56383 3.75057 3.00285 2.59502 2.26008 1.04361 7.38945 4.12009 3.26936 2.75693 2.26743 1.93193 1.45504 3.13794 2.63088 2.24371 1.88002 1.5392 1.01971 0.640308 53.0902 35.8875 2.75169 33.1358 17.2027 14.145 3.05771 1.10035
internal_count=2900 616 209 172 153 120 108 51 407 194 213 198 186 100 84 170 149 130 115 95 69 48 2284 831 149 682 1453 1361 92 58
is_linear=0
shrinkage=0.0980392


Tree=795
num_leaves=31
num_cat=0
split_feature=13 8 10 8 7 7 13 16 19 6 18 0 0 8 9 5 6 18 19 9 15 19 9 0 19 15 5 5 15 19
split_gain=0.239594 0.355393 0.329688 0.406395 0.396397 0.322668 0.318078 0.342639 0.421187 0.336885 0.253512 0.393625 0.332105 0.288955 0.252647 0.249498 0.293922 0.261589 0.260733 0.492003 0.530459 0.242858 0.232826 0.157936 0.577906 0.575395 0.481337 0.54049 0.466124 0.313999
threshold=95.99139754765001 2.9476996444500005 82.204984254750016 1.9484794260000002 21.061418062900003 25.658442496500005 96.429616222950017 12.644970430600003 11.350915826550002 6.9451622726000011 16.118666550000004 110.50907145210002 112.07913100025002 1.3489472949000001 210.39795333110001 13.264960807550002 10.715250360100002 14.011669459250001 12.050972309250001 194.29350362915002 23.707353846250005 13.051052998800001 216.74970536510003 98.615332683000005 11.850956171350001 23.304416445750004 16.579584939650001 16.823764825550004 24.857400662900002 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 4 10 -1 -6 -2 8 -8 21 -4 -12 -13 -14 -3 18 17 -17 -11 -20 -21 -9 -16 26 -25 -26 29 -28 -27 -18
right_child=6 14 3 -5 5 -7 7 9 -10 15 11 12 13 -15 22 16 23 -19 19 20 -22 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=0.00073300978927856684 0.0013419860544519782 -0.0020135769278799552 0.00093331678831156414 0.0016273135542548703 -0.0020360678353493773 0.0004190648993473367 -0.0020342640020797587 -0.0020470061598292259 0.00097332254541742096 0.0016501995029415508 -0.0020193423483445129 0.0014618802076499747 -0.0019837291303515772 0.00026186974171151395 0.0009501572751919572 -0.0017820789713888113 0.0011532877208147226 5.5971346426534387e-05 0.0011678538730180465 -0.002065523615239334 0.00097209103336630019 -0.00011917606300438135 -0.0019870854985020738 0.00082518090361030074 -0.0020942082441793111 0.00085664819866049431 -0.0014480151942860764 9.7886564814932784e-05 -0.001446980727396443 0.00010953678417559237
leaf_weight=0.45229360926896234 0.77293999271932889 0.71473945014804463 0.68813797505572516 0.67797989584505547 0.84985401530866489 0.27157743886345997 0.60943412506458017 0.47872270875086431 0.25347608711308567 0.771469675470143 0.46586748486151908 0.44385833665728547 0.35723176327883266 0.57476084966037888 0.28145334224245744 0.60772381554124766 2.750742904841899 0.5835295322467573 1.1419272013008597 0.51773162523750205 0.38567960844375193 0.52868140209466219 0.16433669222169556 1.1503503588028245 0.90546585188712958 0.82410734973382183 0.88115235231816669 65.910916093862397 0.5721674298401922 1.8557145590893922
leaf_count=14 22 167 30 14 99 22 68 91 19 17 81 18 198 40 31 28 34 23 21 34 13 34 70 23 58 27 20 1493 43 48
internal_value=6.24165e-05 -0.000317701 -8.1458e-05 0.000279166 -0.000816544 -0.00144151 9.01298e-05 7.81439e-05 -0.0011508 9.14219e-05 -8.21256e-05 -0.000461535 6.5944e-05 -0.000598866 -0.00129106 0.000105815 8.45883e-05 -0.000881719 0.000678858 0.000312483 -0.000768721 -0.00103529 -0.000132632 9.99672e-05 -0.000309648 -0.000876806 0.000119772 7.74923e-05 -8.73361e-05 0.000732812
internal_weight=87.444 5.94209 4.78156 3.20784 1.57373 1.12143 81.5019 80.729 0.86291 79.8661 2.52986 1.84172 1.37585 0.931993 1.16053 78.8587 76.0419 1.19125 2.81681 2.04534 0.903411 1.0074 0.44579 74.8506 3.45209 2.30174 71.3985 66.7921 1.39627 4.60646
internal_count=2900 784 516 381 135 121 2116 2094 87 2007 367 337 256 238 268 1882 1797 51 85 68 47 125 101 1746 151 128 1595 1513 70 82
is_linear=0
shrinkage=0.00196078


Tree=796
num_leaves=31
num_cat=0
split_feature=16 15 18 15 19 12 18 3 17 3 3 2 16 13 16 10 13 19 5 6 9 15 0 15 13 13 13 6 6 6
split_gain=0.24546 0.608194 0.702679 0.53222 0.403039 0.592309 0.399671 0.437172 0.390614 0.382976 0.537723 0.679331 0.635905 0.625998 0.984165 0.720018 0.630707 0.555652 0.414368 0.401187 0.369397 0.430036 0.355275 0.310768 0.299517 0.446404 0.415917 0.391564 0.831985 0.581794
threshold=18.634956423400002 28.777417478550003 14.025183600500002 28.321365561200004 12.851036860900001 104.53648605375001 14.163996107200001 82.866344954800013 173.06150329755005 83.511574906150017 85.54673771085001 67.628418476450022 19.214955067100004 112.82921081865001 19.974953289850003 66.318885161900013 113.92610173585001 13.851117550450002 19.500380888400006 15.365359009150003 201.97224908750002 26.135540888150004 89.738043936200015 20.044580420600003 98.238948544700023 96.429616222950017 95.99139754765001 12.380289263450001 13.665319288000001 13.825323026450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 8 24 -1 -2 11 -11 19 14 17 16 -15 -14 -18 -12 23 -22 -20 -7 25 26 -8 -26 -29 -30
right_child=9 2 -4 -5 5 20 7 -9 -10 10 12 -13 13 15 -16 -17 18 -19 22 -21 21 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.0001881412048427006 0.0010623361139086144 0.00050003284409917887 -0.0018275572216194024 0.0016335134985791839 -0.0019510119315479413 -0.0014460246562321183 -0.00017170107774817106 0.0013000941500499728 -0.0020295204419415952 0.00094683020530887728 0.0014575613338183363 -0.0014102872735325047 -0.00073601058852264581 -0.0012379313722045004 -0.0021398171235721508 0.0012899104830947355 0.0012519473560147843 0.00093686376736382864 9.6014541057083596e-05 -1.5603996882028419e-05 -0.0017694421690352185 0.00035062754852466916 0.00095247472289647416 0.00054443200578449481 0.0010445783462260118 -0.0016283833146664836 0.0017532334113004684 -0.0013615185328080979 0.0014556184335124548 -2.0102426385447736e-06
leaf_weight=1.7723896485331487 1.7621091925539065 0.75128369251615312 1.4829696878587126 0.76518437916092708 0.91307025244895967 0.35091613132317467 5.2186532236737575 1.3118147951463459 0.59047294049378241 0.64316971274092738 2.307149581611156 1.7468344474909825 1.7951476564048783 1.2554484969004978 1.1597753735259173 2.1663653403520575 1.324050910770892 1.3281602775678036 38.63645412868209 1.0271456762129672 0.95557502572773934 0.59806700644548982 1.9564215778373171 2.1446426611219067 2.3385602359194291 0.74319049128098402 0.47045791475102294 1.200685773626901 1.5434234901331363 3.3116893824189901
leaf_count=187 31 32 127 14 56 34 689 66 87 12 28 73 34 18 39 32 18 14 732 38 82 25 30 130 62 67 10 56 25 52
internal_value=9.01004e-05 -6.60061e-05 -0.00104489 2.42614e-05 -2.82188e-05 -0.000524431 0.000104871 0.000215144 -0.000648297 0.000162438 0.000133787 -0.000775968 0.000174845 0.000119148 -0.000597385 0.000186838 0.000131487 -2.46349e-05 0.000172502 0.00100375 -0.000202746 -0.000953332 0.000137293 0.000264541 0.000119151 -0.000199217 -1.25197e-05 0.000363105 9.9941e-05 0.000461365
internal_weight=83.5713 26.463 2.23425 24.2288 23.4636 4.96227 18.5013 16.1385 2.36286 57.1082 55.3461 2.39 52.9561 49.6218 4.28308 45.3387 43.1724 3.12331 41.9169 3.3343 4.0492 1.55364 40.5929 2.49556 14.8267 6.4323 5.68911 8.39436 6.0558 4.85511
internal_count=2900 1801 159 1642 1628 327 1301 1027 274 1099 1068 85 983 917 87 830 798 48 780 66 271 107 762 164 961 766 699 195 133 77
is_linear=0
shrinkage=0.00196078


Tree=797
num_leaves=31
num_cat=0
split_feature=19 16 16 7 7 17 3 19 10 18 10 3 10 2 7 19 8 18 16 17 16 9 10 2 2 15 15 2 16 4
split_gain=0.0812293 0.126424 0.0809875 0.164112 0.13904 0.241937 0.159902 0.200519 0.170125 0.22155 0.144528 0.585369 0.229745 0.217395 0.623637 0.415309 0.304037 0.181952 0.172067 0.159608 0.142068 0.565865 0.279722 0.251445 0.33021 0.348024 0.681229 0.229372 0.183943 0.170525
threshold=9.8507947922000021 8.3799804039500021 8.5099800999500008 27.821513740700002 26.752366550650006 242.64190980425005 75.456954347300012 9.9508028611500023 80.371455809750003 17.383654746850002 78.220689305400015 79.47351079420001 78.433077497700012 219.74617996645003 25.582719811950003 11.950964240300001 1.6487133604500002 15.103091397600002 14.374966385100002 200.96259924040001 14.524966034300002 66.290220196950017 75.465019721650009 189.32640726775003 138.50479637360004 20.937157557000003 23.969938375100003 234.61110956795002 13.434968583200002 309.48890441440005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 10 6 7 -6 9 -8 11 -4 -12 14 17 -16 19 -14 -17 -15 21 27 29 24 25 -24 -27 28 -13 -22
right_child=2 -3 4 -5 5 -7 8 -9 -10 -11 12 20 13 16 15 18 -18 -19 -20 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.1018674996708511 -0.044299368651319143 0.0085597194882220725 -0.10421308983973952 0.079195142866216983 0.073000671629875308 0.040208838001881082 -0.087311466046798236 -0.10153884673687752 0.025762306355138032 0.019908760572129994 0.076873291689074627 -0.10181314362650261 0.023423413408532965 -0.10270277589492867 0.061593363883532717 0.021628712745857578 0.075185439600595913 -0.1035777500099028 -0.10296946671265916 0.037036270258953431 0.0026995902284975212 -0.10742629274138474 0.10274879178599604 0.080470358826232047 -0.060731533626017777 -0.080139731798325287 0.086749833645574662 0.055963127940382808 0.037329389003409111 -0.013750572390116404
leaf_weight=0.19588306955392809 0.15601467574378958 0.22024463772686431 0.53178709461644658 0.34681883762823418 0.074865460970613085 0.48851569296675723 0.51653596558026016 0.54487984058869188 0.51953443430829793 0.30740804271772504 0.59832768840715189 0.22322662013175321 0.13698388193734068 0.17552599943155633 1.1071664891787802 0.18841921698185604 0.87566701031755656 0.63919060485932278 0.26916590670589358 0.15297070094675291 45.225078943687549 0.57495772318907257 0.51835262775421076 0.79674835679179512 0.45561853563413013 0.50054076210653875 0.47831546541419812 0.60184426605701447 0.16540895088110119 7.3217640823572756
leaf_count=182 32 44 62 31 9 46 44 205 36 15 30 48 11 32 63 14 29 112 29 11 1237 85 8 35 24 40 18 17 9 342
internal_value=0.000618404 -0.0434215 0.000902568 0.0408784 0.000588433 -0.0227649 -0.0384349 -0.0804544 -0.0190513 -0.0473083 0.00151887 0.000216735 0.0195557 0.00988186 -0.00787884 0.0284732 0.0444091 -0.0811638 -0.0516638 -0.0376306 0.00119339 -0.0285142 0.00203441 0.0331269 0.0138109 0.036495 0.00141041 0.0172929 -0.0425921 0.00040746
internal_weight=64.9078 0.416128 64.4916 0.502834 63.9888 2.45174 1.96322 0.619745 1.34348 0.823944 61.5371 57.3936 4.14342 3.54509 2.34093 1.56475 1.20416 0.776174 0.457585 0.328497 56.8619 1.56544 55.2964 2.74958 1.95283 1.49721 0.978856 0.99048 0.388636 52.5468
internal_count=2900 226 2674 63 2611 355 309 214 95 59 2256 1925 331 301 229 106 72 123 43 43 1863 159 1704 125 90 66 58 74 57 1579
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=9 13 3 18 5 0 0 10 16 18 15 16 2 7 9 6 10 19 2 9 0 19 5 3 6 10 13 0 3 18
split_gain=0.204437 0.422702 0.475296 0.271006 0.218386 0.217818 0.197513 0.315042 0.157624 0.445504 0.320453 0.31607 0.252846 0.220569 0.187524 0.398753 0.228373 0.212447 0.582909 0.196875 0.498879 0.606468 0.77073 0.394915 0.529447 0.457694 0.358836 0.370163 0.752119 0.385196
threshold=37.256168974800005 96.209162656250015 66.676450093250011 16.511813275700003 2.5966915737500007 110.74296730945001 100.13162306855001 82.204984254750016 11.934972090850001 16.915500282450004 10.643873581000001 9.6249774926000011 309.73785348360008 24.142338514450003 48.745053608200003 7.2051683476000008 80.677940036650014 13.051052998800001 198.05499231840002 187.70546222865002 89.738043936200015 14.451165964200003 21.197160116700001 93.932038619750017 16.395383075500003 61.885617704800005 98.362617618700014 85.716110573100011 94.093346107550005 12.777826849750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -6 -8 9 12 -11 -12 -2 -13 17 16 -16 18 -10 20 21 22 -17 24 -24 -25 -21 28 -28 -29
right_child=8 -3 3 5 6 -7 7 -9 14 10 11 13 -14 -15 15 19 -18 -19 -20 26 -22 -23 23 25 -26 -27 27 29 -30 -31
leaf_value=-0.0019960695104065929 -0.0020130992128095898 -0.0020715043321203092 0.0019425584705841355 -0.002021216974436379 0.0015485586705379186 0.00055289992368341809 -0.0020118013916017767 0.00073166888662638992 -0.0020392426662221197 -0.0019943570575772069 0.0011850747529362049 0.0020094730381767859 4.4637760598171779e-05 -0.0019912236832161936 -0.0020602224881474934 -0.0014052423686164812 1.5453888198044247e-05 0.0014347931905840897 0.00098249506267109889 -0.0011923073249583841 0.000953478948640739 0.00086882981770482095 -0.00024332323069402629 3.1107959473028526e-05 0.0014726337553869668 -0.0017635206982139842 -0.0017101412142002807 0.0014025713573285073 2.0082320619565367e-05 0.00010522488813998111
leaf_weight=0.41344268206012191 0.72094923889744611 0.50182769498496771 0.42348546534776665 0.28978081961395208 0.31285481015220284 0.22414464759640396 0.26333370013162494 0.41381385060958564 0.33561330492375352 0.20259219206855039 1.0064053477035484 0.06829015165567387 0.33684683337924071 0.236363617805182 0.51450597954681043 1.5627146926126423 0.33745231840293854 0.86501442652661342 0.91350783279631287 0.86352667593746346 3.564966927166096 2.9606178495450868 1.2754892017110253 3.0585414774486712 1.5093679391429757 0.66519694901216997 1.3053647951019218 0.89399445801973243 3.7145456900107092 55.778878910226922
leaf_count=197 155 67 6 51 8 12 42 13 49 90 48 1 19 81 36 28 30 22 26 81 88 47 30 245 22 77 57 8 133 1131
internal_value=7.85377e-05 -0.00043848 -8.83958e-05 0.000320813 0.000764152 -0.000898536 0.000260074 -0.00033523 9.63114e-05 -0.000381539 0.000300729 0.000655378 -0.00135783 -0.00109444 0.000111648 9.60312e-05 -0.00123807 0.000687864 0.000170616 0.000110763 0.00031581 0.000109748 -0.00016869 0.000128207 0.00068671 -0.000289479 6.29172e-05 8.04868e-05 -0.000429841 0.00012569
internal_weight=85.5334 2.84268 2.34086 1.92741 1.41349 0.513925 0.990002 0.677148 82.6907 2.57145 1.51365 1.31106 1.0578 0.304654 80.1193 78.0052 0.851958 2.11414 1.24912 77.1532 14.5969 11.0319 8.07131 6.5086 2.78486 3.72374 62.5563 61.6928 5.01991 56.6729
internal_count=2900 396 329 132 69 63 63 55 2504 394 220 130 174 82 2110 2013 66 97 75 1947 537 449 402 374 52 322 1410 1329 190 1139
is_linear=0
shrinkage=0.00196078


Tree=799
num_leaves=31
num_cat=0
split_feature=13 13 7 13 0 13 2 9 8 16 19 13 0 17 18 0 18 3 4 4 16 10 13 9 9 17 4 5 18 8
split_gain=0.064586 0.247508 0.256052 0.183288 0.154975 0.196037 0.235437 0.17681 0.171116 0.153996 0.248019 0.221808 0.200662 0.335568 0.251682 0.275439 0.372323 0.283358 0.224965 0.236144 0.207253 0.201297 0.641982 0.448208 0.428234 0.707042 0.197328 0.666899 0.370327 0.270769
threshold=95.870416931800023 92.692659421600013 21.061418062900003 96.429616222950017 103.82556453975 92.138837046750012 169.65174180905004 72.638117411050018 2.0484014478500003 13.534968349350001 11.850956171350001 99.19872809730002 98.615332683000005 246.44469320650003 15.312071772700003 96.249489528150022 15.379439136400002 81.796338618900009 181.76113425110003 274.46551068055004 14.869965227550002 71.090898343450007 107.97116697695002 206.08249486475003 199.21354841250005 177.83257937300002 309.48890441440005 21.377246852200006 14.531978590450002 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=1 4 -3 -2 -1 6 -6 8 -8 -5 11 -11 14 18 21 16 -16 -17 -14 -20 -21 26 23 24 25 -23 -12 28 -28 -29
right_child=3 2 -4 9 5 -7 7 -9 -10 10 12 -13 13 -15 15 17 -18 -19 19 20 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.063249164500871813 0.055755946873750122 0.038072860448506295 -0.10195473533273097 -0.038166054860350566 -0.10151099394441752 0.070215032087887388 0.00037641277018154562 -0.10066934556678467 0.077565803206232575 0.091897543689353878 0.0043742357302090735 0.011352772612845667 0.017475342272295871 0.087751402831586889 0.057310033637101077 0.0012521389743682613 -0.073677348607687668 0.062682253666549961 -0.10276524991381214 -0.10552527934263237 -0.0086977736938720681 0.077441024642725134 -0.1037387460154312 -0.083169310956395209 0.045451760226282702 -0.09360325640209001 -0.12077263190749354 0.013272379060923531 -0.021123359048429172 -0.04770524683880091
leaf_weight=0.33753001214790845 0.61378334846813132 0.1751545753359095 0.51322199126298074 0.99582425853441137 0.22038750642423188 0.4323385267634875 1.3891786624644735 0.13943786167874339 0.36203991901129473 0.5568575458601106 40.27236106986129 0.88572760961687891 0.60259834805037815 0.23930498608387996 0.3547871470800591 1.207168559310958 0.55875617274432443 1.9865778072271494 0.63164728955598537 0.2785462561296298 1.0710464034491449 0.36697962027392328 0.76866415565018531 0.56981129002087971 1.6992515800520775 0.70777494258072693 0.77854832039156352 4.2626983135069167 0.71583633366390131 0.87824746544356447
leaf_count=72 33 13 131 119 167 22 258 101 9 17 1023 43 32 6 7 40 50 52 89 23 83 13 68 27 24 83 36 182 35 42
internal_value=0.000620469 -0.0124542 -0.0663253 0.00138547 0.000417965 0.00886717 -0.00369677 0.0077051 0.0163342 0.00083286 0.00148674 0.0424442 0.000467173 -0.0255357 0.00179881 0.025613 -0.0228066 0.039463 -0.0360279 -0.052301 -0.0286823 -0.000118308 -0.0213321 -0.00238877 0.0142044 -0.0351994 0.00174154 -0.0142373 -0.0730389 0.00285534
internal_weight=64.5721 3.56929 0.688377 61.0028 2.88091 2.54338 2.11104 1.89066 1.75122 60.389 59.3932 1.44259 57.9506 2.82314 55.1275 4.10729 0.913543 3.19375 2.58384 1.98124 1.34959 51.0202 4.11248 3.34382 2.77401 1.07475 46.9077 6.63533 1.49438 5.14095
internal_count=2900 773 144 2127 629 557 535 368 267 2094 1975 60 1915 233 1682 149 57 92 227 195 106 1533 215 147 120 96 1318 295 71 224
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=10 7 16 13 0 6 9 7 9 18 9 10 17 5 8 13 13 7 13 9 19 10 3 15 15 18 7 12 8 15
split_gain=0.235181 0.212908 0.178302 0.468492 0.418029 0.714295 0.520643 0.615693 0.35027 0.602717 0.557724 0.367173 0.421705 0.421251 0.861365 0.314244 0.594545 0.448743 0.428526 0.743644 0.495226 0.668958 0.42108 0.42384 0.300664 0.263928 0.503023 0.473474 0.707847 0.508392
threshold=90.988176966900014 27.952168727600004 22.624947093000003 117.70876232545002 86.530713386650021 16.395383075500003 198.36365860590004 24.252468908850002 190.24759545780003 12.933745112000002 193.75542554275003 61.907125369850007 193.63201810280003 27.955576342550007 8.6432548896500023 117.38883580790001 117.30011668960002 22.862300195000003 117.54207792135001 197.19111486365003 14.451165964200003 61.971648364950006 93.491131486350014 39.283112803100003 39.940798674500009 13.482409244300003 23.031046061850002 136.61013685640003 8.1436447804000007 26.285853065250006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 -8 9 -7 -10 13 -13 14 -12 16 25 22 19 -19 21 -20 -17 -24 -21 26 27 29 -29 -1
right_child=1 -3 4 -5 6 8 7 -9 10 -11 11 12 -14 -15 -16 17 -18 18 20 24 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00071735478350107307 0.00022236699235353067 -0.0019866586611615908 -0.0016787710409104802 -0.0016451857939597694 0.001613182229084992 -0.00031346191213752693 -0.00053778889299596904 0.0010571972326943657 -0.0012426414500059883 0.0011051021482423465 0.00069755420326215165 0.0013221413780423706 -0.00030294776651718753 0.00056477794623238761 -0.0021698935538095035 0.00080496962660800658 0.0014575174965092395 -0.0020537626426085165 0.00048202780069136347 -0.0010144272476845758 0.00067485913805361421 -0.0015042477555571264 0.00045911810967319252 -0.0013561137429529892 0.00037460677543991311 3.139324781074415e-05 0.0014784253994703771 0.0002304443005017831 -0.0016075844025818069 0.0012266909911512066
leaf_weight=0.66166144141607075 0.290242859373392 0.39745113841308921 0.83599967887858184 0.62228254886576806 1.7243011072278012 1.8047406207770089 1.7491496503353121 1.9880703184753654 1.3089784905132544 3.1815306236967444 0.70087024150416277 1.6371342795755484 0.98227418088936236 1.233917102217674 0.94695472926832736 2.6139454827643922 1.2763359622331325 1.4671907498559433 1.170807781047188 1.1366384744178506 1.9708549393690189 1.4708638896699993 1.0537325408367904 0.93188753220601928 1.2669062437344107 38.724762738251229 1.4136605677776968 3.430316579688224 1.0527825376484541 2.3685513070668094
leaf_count=101 75 244 27 59 22 31 20 35 31 57 11 39 19 27 43 27 18 31 17 22 32 31 21 32 18 1516 16 206 18 54
internal_value=8.74681e-05 -0.00105433 9.71949e-05 4.76655e-05 0.000268644 7.26777e-05 0.000721909 0.000310688 0.000196801 0.000591664 -9.23114e-05 0.000181405 0.000712735 -0.000301556 -0.000950281 6.46534e-05 0.000136831 -0.000205281 -0.000472677 -0.000953748 -6.89714e-05 -0.000623916 0.000287894 -0.000392803 -0.000282269 0.000101457 0.000405388 0.000203491 -0.000201187 0.000802199
internal_weight=81.4148 0.687694 80.7271 62.6332 18.0939 12.6324 5.46152 3.73722 11.7964 4.98627 6.81013 5.50115 2.61941 2.88174 1.64782 62.0109 48.9281 13.0828 8.48326 3.87074 4.61253 2.64167 4.59957 1.98562 2.40354 47.6517 8.92697 7.51331 4.4831 3.03021
internal_count=2900 319 2581 2219 362 285 77 55 258 88 170 139 58 81 54 2160 1929 231 151 71 80 48 80 53 40 1911 395 379 224 155
is_linear=0
shrinkage=0.00196078


Tree=801
num_leaves=31
num_cat=0
split_feature=17 17 18 15 3 9 12 17 17 5 18 14 8 15 17 7 16 10 10 17 7 6 18 18 16 18 3 16 5 4
split_gain=0.0651369 0.362531 0.283496 0.8852 0.623069 0.392826 0.294046 0.706959 0.585374 0.483535 0.363581 0.294759 0.371658 0.242899 0.458275 0.232886 0.777638 0.354142 0.672575 0.354061 0.344516 0.332994 0.312894 0.854307 0.290429 0.28841 0.456996 0.386121 0.256628 0.401769
threshold=187.98346801990002 187.85189879645003 13.278511569200001 41.863529088250004 93.249170254600017 190.58777288605003 114.86856072930001 194.58701840130001 199.55131508320002 17.021905087450005 13.934548574650002 202.10410646750003 8.3434888241000014 36.282341310300005 189.57010944335005 23.124786352450005 22.514947350300002 62.057679025150001 62.106071271500007 201.18214207610001 22.940014114900002 16.515385879350003 13.482409244300003 13.5308213324 22.624947093000003 13.713893333650001 92.751805500450018 22.654947022900004 21.788492303450003 248.34582299520005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 10 -10 -9 12 -8 -6 -15 16 28 19 -19 21 -18 24 -20 -24 -17 -25 27 -27 29 -13
right_child=2 -3 6 5 13 -7 11 8 9 -11 -12 15 -14 14 -16 17 20 18 22 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0024422398415113091 0.091306618971804962 -0.10308296236817896 -0.074459111781401618 0.014509094162484122 0.05329626032009286 -0.11140653564617356 0.067906995878809759 0.081579749798948359 0.023237490311569863 -0.077994883147896099 4.524463154911631e-05 -0.079656226280224882 -0.0029849369821198981 0.036731366103739831 -0.045647615056390034 0.021944634695122707 -0.026573391213920119 -0.079141594159303191 0.07654418251971308 -0.02498225079089654 -0.11964661973003221 -0.010169992644033267 -0.13582258803235245 0.048755142783561398 0.079885238767522515 -0.0015111116506972752 -0.1112261647219167 0.069326039023420535 0.063937986014309667 0.03344023783425213
leaf_weight=17.563332205818373 1.5598104000091542 0.36537529675479063 1.7509985538927129 0.4043646334466755 1.2483637980803908 0.63977130709463381 1.5094396692002185 0.99038138613104854 0.77614454261492927 1.2034092936664817 1.221402348950505 0.50551890983479431 1.4498382676392791 1.5169700728729369 1.2171001341193912 1.6152555565349787 0.7493951858486978 1.088670517696303 0.54137786617502826 1.116911474149674 0.84743840841110796 1.0989383095293304 0.45584346656687813 1.2693792693316961 1.8628297322429714 16.807326103600651 0.36559377225057588 0.80640749633312125 0.74303598166079599 0.82955933210905641
leaf_count=1152 22 12 58 28 26 36 33 11 26 37 30 20 30 22 22 29 17 28 9 32 28 33 5 16 33 1006 11 21 16 51
internal_value=0.000622674 -0.00449323 0.00260836 0.0218191 0.0377314 -0.0626429 -0.00058642 -0.0210947 0.00119919 -0.0383036 0.0365544 0.00303381 0.0331749 0.0167475 5.94954e-05 0.000128732 -0.0234904 0.00334012 -0.00257334 0.0254972 -0.0759673 0.0378155 0.00154391 -0.000516702 0.0529771 0.00268758 -0.000564888 0.00173202 0.0168331 -0.00938302
internal_weight=64.1202 17.9287 46.1915 6.58638 5.54224 1.04414 39.6051 5.94234 4.19134 1.97955 2.21178 33.6628 2.95928 3.98243 2.73407 30.7035 3.67495 27.0285 21.3346 5.69394 1.59683 4.57702 20.2459 19.7046 3.47809 19.2487 17.9793 17.6137 2.07811 1.33508
internal_count=2900 1164 1736 156 92 64 1580 162 104 63 41 1418 63 70 44 1355 132 1223 1096 127 45 95 1068 1059 62 1054 1038 1027 87 71
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=19 3 18 2 12 8 9 4 9 8 9 17 15 8 8 19 15 2 2 14 17 2 15 5 4 6 6 5 14 12
split_gain=0.0661747 0.189964 0.367754 0.0936835 0.256513 0.119215 0.297469 0.213782 0.237267 0.197911 0.176478 0.141892 0.37379 0.472737 0.443815 0.150214 0.160726 0.166178 0.250962 0.229249 0.191471 0.176401 0.367525 0.172669 0.296603 0.164864 0.149412 0.167346 0.146976 0.280036
threshold=14.651182102100002 92.913112988300014 13.434779691800001 50.734033752200013 78.909246879600019 8.8430989333000021 226.28914430085004 229.01066513960004 208.21354399485003 8.7431769115000026 214.06274384885003 183.58889821140002 33.551906023850009 8.4434108459500017 8.2435668022500028 13.851117550450002 12.209425427750002 68.519383356500015 94.025623727450025 206.77392965295002 166.83257850275001 117.02022404625002 26.410889167300002 11.848158554650002 375.60734721795006 17.215402235100004 10.435243817800002 30.372394345600004 202.65261526855002 114.86856072930001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 8 -7 11 -10 12 13 14 15 16 -6 -18 -19 25 26 -22 23 24 -23 -20 -21 -28 29 -13
right_child=1 2 -4 4 5 6 -8 -9 10 -11 -12 28 -14 -15 -16 -17 17 18 19 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.023041642440516472 0.054383570965572087 0.039638975708967433 -0.049980570278277986 -0.07150774593452533 -0.073081777774715848 -0.079969996982326139 0.056701010930040575 -0.095315780522968824 0.055865172232429698 0.032428514122195835 -0.028398370636209192 -0.0005481336179222016 -0.06380956051732449 0.087566002553650976 -0.10252990072145718 -0.10145615956108028 -0.11170940885693997 0.071505002309469212 -0.1093478974733503 0.068212069287364105 0.087543498507632017 -0.10356922475004643 -0.077465419205249589 0.034086983472914459 0.072219979231491732 0.038595633585811827 -0.10311182096883097 0.0010139484729380659 -0.0018608847127500998 0.029317660901716322
leaf_weight=1.6982388042961236 0.86931517906486933 0.97736621601507045 0.8614611541852355 0.50837914156727393 0.28898493546421278 0.44499040863593053 0.39677697300794523 0.49162915177294042 0.43389268635655731 1.9062606132938515 0.5818518860032782 8.4468443084042502 1.2146592630306257 0.52532511274330307 0.49034400726668526 0.15159825916634861 0.12205343880486896 0.52918857110944362 0.30624154276847537 0.10856512977625232 0.31303482179646414 0.25289072372834276 0.42530457908287633 2.1700895006433711 0.15469574480084702 0.099894509972727974 0.36259324451066277 0.26874675566614314 32.834878222111001 4.9967289477644945
leaf_count=34 13 27 21 23 135 17 20 36 21 44 27 207 30 14 21 48 8 48 57 19 13 39 35 135 14 49 77 35 1535 98
internal_value=0.000570544 0.015864 -0.00234635 -0.000113752 -0.000782217 -0.000165677 -0.0222347 -0.0382767 -0.0190795 0.000760608 0.00759624 -0.000356009 -0.0128475 -0.00342495 -0.0113333 -0.00328168 -0.000526722 0.00357382 0.0063929 -0.00132923 0.00584338 0.0161067 0.00866001 0.0228703 -0.03685 -0.0729592 -0.0401534 -0.0587879 0.0017451 0.0105524
internal_weight=63.2328 2.70814 1.83883 60.5247 58.8264 58.3181 2.34914 1.95236 1.46073 55.9689 1.01574 54.0627 7.78421 6.56955 6.04423 5.55388 5.40228 5.1133 4.99125 4.46206 4.05592 3.31602 3.00298 2.57768 0.407586 0.406136 0.739905 0.63134 46.2785 13.4436
internal_count=2900 61 48 2839 2805 2782 121 101 65 2661 48 2617 777 747 733 712 664 529 521 473 367 236 223 188 53 106 131 112 1840 305
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=5 5 5 6 17 2 0 9 9 18 17 4 8 13 9 17 0 19 5 8 7 17 0 19 6 3 19 16 10 6
split_gain=0.059833 0.245247 0.217521 0.316998 0.323764 0.285292 0.263903 0.244752 0.265518 0.204431 0.213401 0.185006 0.228844 0.181738 0.168846 0.199564 0.183572 0.160578 0.137179 0.197015 0.116318 0.110776 0.168067 0.217006 0.113131 0.470479 0.437834 0.371608 0.364121 0.246762
threshold=23.606333875400001 23.398433971250004 25.763052016400003 16.395383075500003 199.14656950540004 347.55895130095001 86.420486603250012 200.63976601170003 197.89372115420002 13.3584252364 192.34053301495001 122.51844363470001 10.441851282850001 117.70876232545002 71.82068887245002 173.53196984515003 71.249517373150013 14.451165964200003 32.00428233840001 8.3434888241000014 19.975862989550006 168.75790693355003 92.464140480550014 10.750867412800002 16.455384477450004 93.017962855400015 14.451165964200003 22.544947280100004 62.025417527550012 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 20 3 17 7 6 11 8 9 10 13 -4 14 -5 16 -16 -13 -2 19 -17 -1 22 -22 -24 29 26 -26 -27 -29 -23
right_child=2 -3 5 4 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 18 -18 -19 -20 -21 21 24 23 -25 25 27 -28 28 -30 -31
leaf_value=0.046101343662014106 -0.10744356818089117 0.043121781744417727 -0.11229942313729252 -0.10324113065938266 0.048620701016054049 -0.10504522643089223 0.082984496073966366 -0.07761665101140143 0.064944659577806124 -0.077630907462324261 0.089233773151253012 -0.012271619746494367 0.092101771945429969 0.013693571760710019 -0.10249516301597091 0.025832404716123688 0.066806792529155792 -0.015509980695185692 0.058668969642829416 -0.10282492186807145 -0.116295493504554 0.0017655314249689657 -0.077639271578453017 0.051523485027637719 -0.084731804501188362 0.054501599131908857 -0.0039551627305884308 0.0077167144369163958 -0.04244448174219375 0.048986109274525187
leaf_weight=0.55518397924606588 0.58099503931953167 1.3889763703773486 0.12736695911735418 0.20656267504864512 0.74474724184256036 0.19961085235263443 0.52443318752921175 0.68032159227004729 0.39709405618486915 0.51283307315316051 0.21212195075349882 0.61404783706530064 0.30697137676179398 0.37275734555441886 0.27719812539908151 0.25729465849872213 0.56243997495039366 0.28231370099820197 0.24220353085547686 0.22147705769384629 0.20167376008248439 40.10234898174167 0.244149978936548 0.27839960603159852 1.3573373788967722 1.2097870450888857 1.3270958389621226 5.6273753803689033 1.948113127145916 1.1380679039284576
leaf_count=36 52 33 3 61 19 27 14 50 11 20 4 52 6 10 132 46 22 15 6 44 28 1831 127 13 32 26 25 99 41 15
internal_value=0.00050893 0.00163224 -0.00798609 -0.023739 -0.00892698 0.0108706 0.0182548 -0.026922 -0.00665082 -0.0284485 0.00342041 0.00524353 0.0112763 -0.0280007 -0.000132898 -0.030384 0.0255332 -0.07738 -0.00265888 -0.0336837 0.000564849 9.17241e-05 -0.0387522 -0.00882502 0.00062543 -0.00815932 -0.0447985 0.00303616 -0.00518274 0.00306863
internal_weight=62.7013 55.3785 7.32279 3.98975 3.12644 3.33304 3.13343 2.38169 1.70137 1.30428 0.791442 2.609 2.48163 0.57932 2.17466 0.998173 1.17649 0.863309 0.720975 0.478772 53.9895 53.4343 0.724223 0.52255 52.7101 11.4697 2.68443 8.78528 7.57549 41.2404
internal_count=2900 2306 594 242 175 352 325 156 106 95 75 311 308 71 302 228 74 67 96 90 2273 2237 168 140 2069 223 57 166 140 1846
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=0 3 9 8 7 7 7 18 0 12 7 6 9 6 9 7 2 3 16 0 0 15 8 16 19 5 13 3 16 3
split_gain=0.0641988 0.375258 0.232754 0.361144 0.381067 0.356831 0.228645 0.401279 0.264747 0.22593 0.234038 0.211385 0.50254 0.424672 0.586186 0.334131 0.285501 0.281525 0.244515 0.577751 0.56476 0.507688 0.525097 0.272853 0.810772 0.372075 0.408332 0.463066 0.387332 0.374313
threshold=86.530713386650021 93.017962855400015 201.78065190905002 9.5425530862500008 23.789355599150003 23.699538637550003 23.425421956250002 13.583580954200002 86.388225105700016 255.91119495340004 19.041006859700005 16.455384477450004 201.78065190905002 15.785368822600002 193.60452210450003 24.005763052250003 135.10547220710001 91.512426302350022 22.654947022900004 89.738043936200015 89.872466842800023 38.198215516250009 8.2435668022500028 19.974953289850003 14.251149826300002 20.950952025950006 109.57886493895002 86.302194445500007 19.214955067100004 85.622014538550019
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 -4 6 7 8 9 -1 -11 13 -13 18 -15 16 -16 -17 19 21 -21 22 -2 25 -25 26 28 -28 29 -22
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12 12 -14 14 15 17 -18 -19 -20 20 23 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0031347316362068302 -0.078120947154028106 0.075307917563895738 -0.096707141731443749 0.017482508689630187 -0.0063386211666205785 0.068423105250084978 -0.057300780513075189 0.086058435055871463 -0.05248592758344002 0.016180758257424814 -0.1072602590977972 -0.059124300377089226 0.020678315549489686 0.077760049742018944 0.022156453751571242 0.064266405347379957 -0.035219177725256484 0.002137849475566909 0.054401700163671157 0.1047420045534784 -0.0024663351493544386 -0.09770082331509955 0.057201006776053165 -0.085891289537785617 0.023124024560569192 -0.067167872531086872 0.072549753503056327 0.0011971243867226493 -0.068603910357288758 0.050749438972384597
leaf_weight=13.289362687088673 0.52529013445019435 0.69913405645638604 1.043484573849127 1.023060786676069 0.84407649555942033 0.7344509583490425 0.73593172525943451 0.52055282438414074 1.0180037627287664 0.25653156705675506 0.38275961331964936 1.7580363503657275 1.4317662543617187 1.6145594641566257 1.532085490645841 1.5671836696565153 1.9986265590414403 1.364255843684077 0.75120565574616094 0.51204322713602124 17.36645015950673 1.1686968822032211 0.63145098462700844 1.3609571165870868 1.3679365495918316 0.750698878957336 1.7322699436917894 1.9150642361491916 0.82057164702564378 1.4306534602219461
leaf_count=548 43 10 60 53 32 15 19 21 18 27 50 33 36 25 25 43 28 22 19 7 1442 15 9 36 31 85 22 24 25 77
internal_value=0.000451232 0.00265289 -0.00424075 -0.0303636 -0.0562963 0.0002483 -0.00284191 -0.000250746 -0.00325667 0.000341351 -0.0577265 0.00143183 -0.0233043 0.00348607 0.0238634 0.0103974 -0.0103221 0.0353525 -0.0019397 -0.00337043 0.000711559 -0.0512158 -0.00425033 -0.00128017 -0.0312442 0.00212463 0.00436051 0.0350854 -0.0013519 0.00158393
internal_weight=62.1472 42.2989 19.8482 2.91062 1.88756 16.9376 16.2031 15.4672 14.9467 13.9287 0.639291 41.5998 3.1898 38.41 8.07671 6.46215 3.53071 2.93144 30.3333 29.5821 27.2566 2.32544 1.15674 26.7446 2.72889 24.0157 23.265 3.64733 19.6177 18.7971
internal_count=2900 2057 843 145 92 698 683 664 643 625 77 2047 69 1978 143 118 53 65 1835 1816 1749 67 52 1742 67 1675 1590 46 1544 1519
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=9 9 17 9 7 9 19 17 5 16 10 7 5 13 16 6 17 3 3 16 16 10 4 2 4 18 18 16 10 19
split_gain=0.0649705 0.38786 0.945254 0.383533 0.312097 0.311047 0.381128 0.299369 0.372615 0.365443 0.260553 0.790606 0.560686 0.55184 0.424201 0.450221 0.341398 0.397192 0.430396 0.368887 0.342342 0.282321 0.267109 0.60612 0.25531 0.209114 0.206285 0.200594 0.181611 0.178684
threshold=202.37225149245003 203.09362050815002 195.89498576185002 201.2906445504 24.550696209100003 204.09084027260005 13.351077205700003 191.55545126530004 30.133297129900004 9.744977212000002 66.697957758300021 24.701534972700003 19.861308675400004 113.58197909515002 22.544947280100004 16.605387982250004 203.08534335880003 83.269613674350026 81.796338618900009 17.654958715000003 14.334966478600002 70.182199495350019 284.07317522340003 232.04188149755001 225.05241822990004 15.502113896900001 14.092183088000002 13.804967718000002 77.656113098000006 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=3 2 -2 29 -5 6 -3 8 9 -7 13 -12 16 -9 15 -15 21 18 19 20 27 -13 -16 -24 -23 -26 -25 -18 -27 -1
right_child=1 5 -4 4 -6 7 -8 10 -10 -11 11 12 -14 14 22 -17 17 -19 -20 -21 -22 24 23 26 25 28 -28 -29 -30 -31
leaf_value=0.0021398229162685406 0.021764958091447337 0.094618441912325962 -0.11839678998883985 0.057589862639145263 -0.0080506799993276725 0.070164863538339187 -0.0077616311615320956 0.09735328598167807 0.053312473792885499 -0.054196427323258523 -0.10875526909953465 0.10338150155901014 -0.10782407760934416 -0.09091732693562983 0.074578384555359548 0.01663422298247964 -0.10108004041446712 -0.10465613308043009 0.057549867258814308 0.047923242089186274 -0.10536808365298933 0.054469784518330525 -0.069248976394621867 -0.0032361845121579333 -0.075658551008952524 0.067595263467511338 0.063830995461833892 0.072622301239841841 -0.029481507212327854 -0.020263732939214241
leaf_weight=34.905615043852777 0.9810595565977589 0.74402060025022609 0.94428234448423609 2.1627319152466948 1.0891091994126325 0.2592009307572879 0.71117326441162731 0.77579860948025992 0.46315611619502295 2.6735548604556243 0.72435196151491243 0.50082238763570819 0.4306520955506129 0.77162308245897271 0.85693807800998945 0.78536828421056271 0.094918538557977383 0.41479347311542358 0.85853401850908984 0.40603733714669943 0.67673596247914247 1.1092133328202183 0.70342997228726778 0.72950459760613728 0.36244132026331477 0.36540128150954843 1.235035663587041 0.22191470323014073 0.40777230163803324 3.9643451883239313
leaf_count=1862 31 20 24 30 36 31 24 22 13 160 31 7 50 23 18 21 66 30 20 22 82 32 20 27 25 11 32 7 31 92
internal_value=0.000416963 -0.00440295 -0.0469773 0.00261486 0.0356055 0.000340038 0.0445839 -0.00372786 -0.0300415 -0.0432052 0.00346037 -0.010206 0.00199808 0.0187969 0.00680456 -0.0366668 0.0107264 -0.0147135 0.00180784 -0.0323849 -0.0652041 0.0354926 0.0260063 0.0104053 0.0203465 -0.0129834 0.0389265 0.0205837 0.0163969 -0.000145115
internal_weight=61.3295 19.2077 1.92534 42.1218 3.25184 17.2824 1.45519 15.8272 3.39591 2.93276 12.4313 6.57359 5.84924 5.8577 5.0819 1.55699 5.41858 2.67293 2.25814 1.39961 0.993569 2.74565 3.52491 2.66797 2.24483 1.13561 1.96454 0.316833 0.773174 38.87
internal_count=2900 880 55 2020 66 825 44 781 204 191 577 414 383 163 141 44 333 227 197 177 155 106 97 79 99 67 59 73 42 1954
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=9 9 0 3 10 12 6 4 7 12 2 2 14 10 10 10 2 17 15 16 2 9 3 15 13 0 0 13 17 5
split_gain=0.063622 0.252301 0.384854 0.766537 0.325009 0.308233 0.213901 0.170392 0.298055 0.245518 0.236254 0.12919 0.17266 0.324092 0.211297 0.178867 0.162883 0.153798 0.114007 0.109511 0.237704 0.21609 0.196171 0.176797 0.515004 0.722802 0.473089 0.310422 0.495357 0.299408
threshold=207.37918994975004 212.35308743945004 88.576630023850015 88.396503329100014 80.468240302450013 96.350437043050007 14.875347560100002 190.68865001715002 22.638073512250003 184.58092739055004 166.57119979220002 195.12355368615002 316.51983546505011 64.071334164850015 75.403185184700007 78.962703749400006 184.66468190290001 200.83528241485001 29.712811603950005 11.934972090850001 285.16564649850005 34.331904962550006 68.827216597650008 28.566186095050004 109.57886493895002 95.762878606550018 93.442739239950015 113.85351336640001 196.44284117250001 19.667938474250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 4 5 -4 -7 8 -3 18 -11 16 -13 -14 -15 -16 17 -12 -9 20 21 22 -1 -21 25 -25 27 28 -26 -29
right_child=1 7 3 -5 -6 6 -8 9 -10 10 11 12 13 14 15 -17 -18 -19 -20 23 -22 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=-0.10147680457132897 -0.093908198329667389 0.020379681598495535 0.046955217351567352 0.089026550333363735 0.053234629179259842 -0.082655164766934242 -0.0075458402695201881 0.025362623845367162 -0.085751263837585856 -0.077975802868161942 -0.045352964109244172 -0.049084064680668803 0.053099392344249721 -0.080738024147915061 0.046727001819141113 -0.06511039601802586 0.086426098250578537 0.049395519881706207 0.085095829298632977 0.012110372121620555 0.013163686649891046 -0.10168922938567504 0.057410792829809848 -0.079470874341185077 -0.079949478347311878 0.039979887459888432 0.072517052887824229 0.061501076574007732 6.0693140737703619e-05 0.0017863200826531388
leaf_weight=0.12024850832676637 0.700175766163737 0.54331617433490442 0.2898400981212047 0.60830953717231739 0.35687922296892782 1.4807291549004729 0.50967073603533197 0.7706153407871168 0.51585052529117092 0.35074044624343503 0.31007361927186161 0.64603298035217482 0.94388492638245258 0.43730305869030395 0.42808471876196563 0.21474491165645304 0.41149056001449935 0.38284642694270588 0.5458467117859982 14.231087933035722 0.89807309794196044 0.51106948154165366 0.21964049912639894 1.7612493566120968 1.2027803491801088 0.71109986217925314 0.93069429369643231 0.86722295591607945 2.169583510607481 26.411096463589274
leaf_count=121 37 24 11 19 33 89 20 68 27 15 22 38 32 43 20 60 18 23 17 946 128 233 25 120 19 29 14 14 39 596
internal_value=0.000377529 -0.00672061 -0.0266688 -0.0121624 -0.0355039 -0.0493923 -0.0634223 0.00538671 -0.0313097 0.0125293 0.00052996 0.00782508 -0.00407341 0.0102933 -0.0271133 0.00936638 0.0365912 0.00699668 0.0501299 0.00185953 -0.0227217 -0.060594 0.00119833 0.00274994 -0.00116179 -0.0451143 0.00227903 0.000146288 -0.0284756 0.00368475
internal_weight=60.4803 10.4464 3.9456 3.24543 2.63712 2.28024 1.9904 6.50083 1.05917 5.44166 4.1252 3.77446 2.67005 2.02402 1.08013 0.64283 1.10441 0.69292 1.31646 50.0338 1.74903 0.850958 0.339889 48.2848 34.0537 2.47235 31.5814 30.6507 3.37236 27.2783
internal_count=2900 616 209 172 153 120 109 407 51 356 271 256 193 155 123 80 63 45 85 2284 507 379 146 1777 831 149 682 668 58 610
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=12 17 5 8 2 16 10 6 7 4 2 5 18 10 17 7 16 9 12 10 19 0 2 5 17 5 16 15 18 16
split_gain=0.070027 0.284397 0.389041 0.224741 0.173887 0.256988 0.243285 0.179474 0.148058 0.143963 0.120243 0.123443 0.101069 0.278437 0.222856 0.222709 0.184365 0.276287 0.151668 0.141478 0.115655 0.238251 0.139863 0.247879 0.155544 0.302354 0.276361 0.148292 0.360633 0.234929
threshold=327.98456567570003 208.46089438445003 18.367178700250005 2.9476996444500005 308.2991537635001 22.674946976100003 74.986474174450009 16.475384944750001 23.9444576715 451.94366584265009 297.58713971970008 19.998562110200005 17.327266398450003 83.715897724050009 216.06858737515003 29.145624000550004 11.934972090850001 34.331904962550006 200.03640368750004 90.740838818900016 14.651182102100002 86.530713386650021 270.91232589630005 23.398433971250004 208.12573104970002 18.895511665650005 18.764956119400004 17.512831095650004 16.255760498500003 13.894967507500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 3 -3 -2 6 7 -6 -8 -10 12 -12 14 -14 16 -15 17 -1 -16 -17 22 -22 24 -24 27 26 -26 28 -18 -29
right_child=1 2 -4 -5 5 -7 8 -9 9 -11 11 -13 13 15 18 19 20 -19 -20 -21 21 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.031911867297719734 -0.11309192789874392 0.040533149769597022 0.076165754975204017 -0.10242616964669771 -0.094928587373771037 0.06110616235540766 0.068917433047919183 0.0060108228085220677 -0.10174862305596506 0.025958020523038978 -0.013232463846708252 0.067960101504809967 0.062604999393523264 -0.083562102206532138 -0.10311266889586684 0.071014804232260809 0.059759427549226612 -0.10161635441681177 -0.012694661318995305 -0.10042463913754557 -0.0015067291987976427 0.063847159481140434 -0.078751544838835508 0.018115408543370234 -0.050844221186363781 -0.089672512897967127 0.071973264122688965 -0.057448174962415534 -0.051099220897654486 0.0018189523989156583
leaf_weight=0.24722237503556144 0.25338012122665521 0.18582408010843188 0.65837861332693137 0.2693729485545191 0.75480539049749473 0.29355630401551014 0.24631102581042796 0.22977002633433585 0.16142941637372132 0.19478213101319852 0.28996770991579879 0.52864021288405638 0.87364554731175192 0.31715966853880673 0.3441237939405245 0.23990047696861438 1.1801723122043757 0.41520929417356456 0.40251326881116256 0.060218730534870701 1.4993001309921958 0.88831609860062588 0.59168009587483428 0.47725967751102871 0.37857223805622087 0.54626867981278338 0.35503464145585895 0.67871930295950633 0.39055396954063315 45.856405400068979
leaf_count=36 9 20 29 43 68 13 18 28 45 35 44 22 42 167 42 15 63 175 24 124 44 13 52 24 47 24 11 100 33 1490
internal_value=0.000332643 -0.0139473 0.0270185 -0.0440662 -0.035324 -0.0248463 -0.0407445 -0.0713724 0.00930432 -0.0319166 0.00115257 0.0392 0.00059382 0.0262797 -0.000112075 -0.0251321 0.000645048 -0.051783 -0.0543682 0.0366156 0.00130229 0.0228083 0.00028458 -0.0355024 0.00105918 -0.0333474 0.00859424 0.00197458 0.0321949 0.000954536
internal_weight=59.8085 3.24761 1.11358 0.455197 2.13403 1.88065 1.5871 0.984575 0.602523 0.356212 56.5609 0.818608 55.7423 1.49092 54.2514 0.617279 53.5047 0.662432 0.746637 0.300119 52.8423 2.38762 50.4547 1.06894 49.3857 1.27988 0.733607 48.1059 1.57073 46.5351
internal_count=2900 308 92 63 216 207 194 96 98 80 2592 66 2526 348 2178 306 2112 211 66 139 1901 57 1844 76 1768 82 58 1686 96 1590
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=0 0 9 8 10 3 7 13 7 9 7 3 9 9 18 16 18 18 18 4 18 18 19 3 2 6 13 4 0 5
split_gain=0.070741 0.214707 0.137215 0.363514 0.302179 0.202617 0.250324 0.257878 0.187038 0.256131 0.238775 0.159397 0.19118 0.211818 0.158342 0.151784 0.132122 0.15944 0.454925 0.131819 0.284246 0.181022 0.37161 0.233038 0.177527 0.305044 0.38709 0.177237 0.227405 0.655713
threshold=85.716110573100011 85.694602908050015 186.14781787895004 8.3434888241000014 61.993156030000002 93.964300117300013 19.617375644250004 117.68187774410002 22.477322886550002 199.68228938305 22.747724408400003 108.3367972827 65.407743180450012 66.290220196950017 13.415872650200003 21.084950694200003 12.777826849750001 12.949570119650001 13.030213775350001 155.77228353875003 13.5538556217 13.197799034350002 14.351157895250003 93.716961969300016 68.519383356500015 14.515339148550002 104.58102127445001 163.60960442095003 86.345209775600011 22.732890661650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 11 -8 9 -4 -10 -7 -13 -14 -12 -15 -2 -18 -19 20 -20 22 -21 24 25 26 -23 -26 29 -29
right_child=16 -3 4 -5 -6 6 7 -9 10 -11 14 12 13 15 -16 -17 17 18 19 21 -22 23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.053516596853532598 0.03849547417971607 -0.087300370615366565 -0.073830240555455021 0.099823511169894491 -0.10378545706739083 0.039781464739449539 -0.10855891306936982 -0.0055390406839434542 0.071134517368245054 0.0058769104690313519 -0.062735535596193409 -0.10608523218235787 0.076009119704363637 -0.10166493610320469 0.023692935451446843 0.073923284397744413 -0.027454362543231178 0.068928603381145634 0.074540899550586265 -0.060873407597921064 -0.0065107264710456518 -0.065405303997700767 0.0057206811116435226 0.054540580116311035 0.058085090880955294 -0.085109850194063405 0.059708474913497844 -0.072829409915134632 0.0032235795166215666 0.013567157213612003
leaf_weight=0.52863348636310536 0.95130845954554288 0.33415733079891641 0.7683102834744211 0.38964108325308178 0.37783772526381643 0.84257946096477121 0.46088879848412023 0.51392093527829275 0.52595979982288532 0.84824728779494762 0.37903837817430031 0.2046797736256849 0.24067677080165595 0.18559351880458053 0.48092911136336625 0.067004366777837276 1.9113185405876709 0.99457548097416193 0.7426014537923028 1.4551555330326658 1.0367652692366389 0.45296030798272002 1.9755725175928089 0.80799958191346277 0.54860410187393327 0.6507391557097435 0.54460923094302416 1.5273236065404483 36.468730507362125 2.0677425859030336
leaf_count=8 19 12 25 10 75 57 132 22 14 34 21 20 8 115 25 2 43 26 15 38 31 34 40 19 10 14 11 37 1937 46
internal_value=0.000290834 -0.00903827 -0.00520028 0.00887979 -0.0195023 -0.00276137 -0.0145889 -0.0542467 -0.008896 -0.0320059 0.0180596 0.0105055 -0.0248369 0.00887631 -0.0144012 -0.0550882 0.0015699 0.000883608 0.00198284 0.000603713 0.0273154 -0.000418447 -0.0225254 0.00134253 0.000325417 -0.0318463 0.00289883 0.00163115 0.00085811 -0.0231375
internal_weight=59.2841 7.1481 6.81394 3.43362 3.38032 3.04398 2.51534 0.97481 3.00248 1.61656 1.38593 1.54053 0.697954 0.493275 0.859967 0.252598 52.136 51.1847 49.2734 48.2788 1.77937 46.4994 3.43073 43.0687 42.2607 1.64831 0.99757 40.6124 40.0638 3.59507
internal_count=2900 580 568 374 194 364 356 154 119 59 60 202 145 125 46 117 2320 2301 2258 2232 46 2186 78 2108 2089 59 45 2030 2020 83
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=6 6 0 15 3 9 9 15 18 17 17 3 5 5 8 8 0 8 16 6 9 9 6 18 13 3 12 0 9 3
split_gain=0.256943 0.539957 0.311168 0.56753 0.76044 0.575693 0.547231 0.548914 0.517368 0.422008 0.370579 0.357637 0.539925 0.340815 0.294142 0.362225 0.251891 0.461176 0.401766 0.555337 0.727146 0.647048 0.388719 0.72397 0.827523 0.520928 0.444035 0.433358 0.415057 0.56877
threshold=13.665319288000001 13.775321858200002 93.972365491700018 29.049007317550004 82.753429713350016 206.08249486475003 202.89977928865002 23.969938375100003 15.711526640050002 201.59899553070002 205.63493178080003 86.302194445500007 18.092020786850004 18.152162791050003 8.1436447804000007 8.543332867800002 87.181320254150009 8.1436447804000007 22.654947022900004 15.785368822600002 193.60452210450003 205.20707599510004 16.375382608200002 13.544020937350002 117.38883580790001 92.751805500450018 121.97235442175001 86.692020874450009 198.78883073475004 93.206154924500012
decision_type=2 2 2 2 2 2 2 2 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 11 5 -5 6 7 -4 -7 -6 -11 12 -3 -13 -1 -16 22 -18 19 -19 -21 -22 23 24 26 -24 -15 28 -27 -30
right_child=1 2 3 4 9 8 -8 -9 -10 10 -12 13 -14 16 15 -17 17 18 -20 20 21 -23 25 -25 -26 27 -28 -29 29 -31
leaf_value=-3.448452624764111e-05 0.0012011737833763061 0.0015217806832937191 -0.0010203720732582509 0.0011867495582525288 -0.0021550105745630726 -0.0017124204449630157 0.00144117803803683 0.00061310517355295312 0.00023974174362227565 0.00061811417937810602 -0.001675224745998504 -0.00098324442743950705 -0.00014978540846055156 -0.0022204931310782715 -0.0014321124085795154 0.00065083369103960767 0.0013033540539812399 -0.00039473802587002693 0.0012550667861016634 0.0017859448324903002 -0.00045711854510593539 0.00081234876345709307 -0.001231313328402443 0.00074281124553891094 -0.0023675218750480302 0.00029556237356390195 0.00061560037506211375 0.001308248216291307 -0.0021937614223143834 -0.00011243401966639595
leaf_weight=15.964532548610807 1.8304959861561645 1.8030424946919077 1.225506734248482 0.5358349947491664 1.2939407609082993 1.0693539474159481 1.5337370634078977 2.2304196925833821 1.0196222324157131 0.55728767672553636 0.52713762415805832 1.0134753386955697 1.2635662081884218 0.27569958126696625 1.2489714333205473 0.4320077793963718 1.7944493182003487 4.7101336217019689 1.3635770678520192 1.3190721524879334 3.0653961673378944 3.1095804597716779 1.0172977907350311 1.1142038387570208 1.1466884450273935 16.775894635264201 0.92215731161195436 1.2866661027073849 0.5576888183131804 5.3223600093624555
leaf_count=1227 34 26 21 13 98 41 17 39 30 17 30 19 31 27 91 16 32 67 26 17 42 65 21 28 35 542 47 15 15 171
internal_value=9.12361e-05 0.000152692 0.000119518 -0.00019519 -0.000923464 0.000104633 0.000466444 3.38575e-05 -0.000759577 -0.00139889 -0.000496675 0.000185225 0.000833028 0.000140877 -0.000116632 -0.0008968 0.000166899 0.000369186 0.000245635 0.000132851 0.000464449 0.000182157 5.75489e-05 -0.00055849 -0.00117691 0.000142915 -3.71569e-05 0.000201304 0.000138439 -0.000309836
internal_weight=77.3298 59.6843 57.8538 9.99284 2.9142 7.07864 4.98966 3.45593 2.08898 2.37837 1.08443 47.8609 3.06661 44.7943 17.6455 1.68098 43.7809 15.3622 13.5678 12.2042 7.49405 6.17498 28.4187 3.45875 2.34455 24.9599 1.19786 23.9426 22.6559 5.88005
internal_count=2900 1566 1532 306 158 148 77 60 71 145 47 1226 57 1169 1334 107 1150 249 217 191 124 107 901 137 109 764 74 743 728 186
is_linear=0
shrinkage=0.00196078


Tree=810
num_leaves=31
num_cat=0
split_feature=5 5 2 5 6 17 0 17 18 4 6 9 3 16 0 5 8 0 7 15 7 12 7 2 16 7 7 17 18 7
split_gain=0.0655869 0.195952 0.174226 0.217279 0.269252 0.236483 0.214011 0.206281 0.362461 0.154043 0.210072 0.152464 0.287795 0.142018 0.141997 0.138918 0.190066 0.113053 0.103899 0.182562 0.161369 0.423488 0.371344 0.352276 0.360962 0.282973 0.287561 0.494311 0.326691 0.305404
threshold=23.606333875400001 23.398433971250004 357.36576196840008 25.763052016400003 16.395383075500003 199.14656950540004 86.420486603250012 193.63201810280003 13.278511569200001 122.51844363470001 22.585527707250005 71.82068887245002 101.23926781830001 22.744946812400002 71.249517373150013 30.133297129900004 8.3434888241000014 88.232507383150008 20.778835947700006 27.122924609850003 22.087764922150004 211.56805207830004 22.296968840150004 50.734033752200013 22.744946812400002 22.398098708400003 22.580174331950005 185.71388464605002 13.042786209850002 22.765858321950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 17 7 9 8 13 -5 11 14 15 -6 -11 16 -13 -2 19 -1 21 23 -22 -20 -25 -24 27 -27 -28 -30
right_child=2 -3 -4 6 5 -7 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 20 -21 22 -23 25 24 -26 26 28 -29 29 -31
leaf_value=0.0051865835393473374 -0.10698498692120523 0.040191029590558008 -0.091424500369880091 -0.11086776439487898 -0.10450402034324258 0.043279559716102173 0.075165510301369601 -0.06874383796799409 0.041404400867283531 -0.012839512805028298 0.088077651280521779 0.039619440116283787 -0.10330070349078833 -0.011382455967954945 0.059539474411805321 0.088731850799541712 -0.10297816748748828 -0.022898898983884971 0.016322994544367017 0.097741585552576338 0.052097865738935302 0.044020254179645724 -0.051100026575800817 -0.11116082283246449 0.0088089941599187992 -0.03706569380547315 0.047947478511411103 0.064462499576612528 -0.033639663242130663 -0.00016235015639496077
leaf_weight=0.7388665928665421 0.45921350466051025 1.2797711021848943 0.24684439683460357 0.11446381686255414 0.33184213874574264 0.67028045348706644 0.48522239457815874 0.71345240931259457 0.81305100039753597 0.56688529385428432 0.28653625678271044 0.21927115318248969 0.35935749976124498 0.32336147513706237 0.51940192420443054 0.16453425231156871 0.1629231407023326 0.24530932388734072 0.56252654874697272 0.29949933249736205 1.392734587585436 0.65667351024967491 1.0715568931918813 0.92751100413533982 0.34373968653380871 0.67476256944792057 1.3229249807700387 1.6574956640542948 2.9328113719602689 38.466783226680491
leaf_count=78 51 33 31 3 86 18 15 33 23 52 6 26 157 13 22 7 39 12 12 9 38 48 29 69 5 21 28 39 65 1832
internal_value=0.000351254 0.00154259 -0.00897831 -0.00581575 -0.0223472 -0.00867171 0.0146088 -0.0246326 -0.00319808 0.00233181 0.00801754 -0.00349643 -0.0337855 -0.0585459 0.0217681 0.0119059 -0.0211676 -0.0777069 0.00057367 0.0318825 -7.64076e-05 -0.0248894 0.00122403 -0.0495659 -0.0787216 -0.000312051 0.000895861 0.0350886 -0.000970752 -0.00253393
internal_weight=59.0096 52.3277 6.68195 6.43511 3.55651 2.85199 2.8786 2.18171 1.46825 2.39337 2.27891 1.99237 0.906086 0.655204 1.08629 0.546729 0.382194 0.704523 51.0479 1.03837 50.0095 2.49045 47.5191 1.83378 1.27125 46.1263 45.0548 2.33226 42.7225 41.3996
internal_count=2900 2306 594 563 236 173 327 155 122 312 309 303 229 99 74 72 65 63 2273 87 2186 134 2052 86 74 2014 1985 60 1925 1897
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=12 17 16 7 2 16 10 6 15 13 16 4 15 4 19 17 3 8 13 10 13 17 0 2 13 13 13 15 5 16
split_gain=0.0665425 0.249924 0.362036 0.292594 0.158691 0.214338 0.211049 0.15256 0.135436 0.0909459 0.251423 0.229867 0.202012 0.229934 0.123465 0.12437 0.517038 0.152541 0.152013 0.295136 0.15097 0.17777 0.171314 0.12178 0.168311 0.203022 0.305409 0.142151 0.421774 0.369647
threshold=327.98456567570003 208.46089438445003 22.514947350300002 24.550696209100003 308.2991537635001 22.674946976100003 74.986474174450009 16.475384944750001 11.325487309600001 117.99105042915001 22.744946812400002 269.13081826370006 43.376643616500012 168.72122291465004 14.651182102100002 207.79550897605 83.269613674350026 8.543332867800002 106.97106055245001 76.220476456350013 102.26088190785002 237.45530840880002 101.15323715815002 297.58713971970008 117.72489307420001 117.69263157665002 117.68187774410002 44.34858359035001 24.301614351200005 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=9 4 3 -3 -2 6 7 -6 -8 10 14 12 13 -11 15 23 18 -18 19 -17 21 22 -21 24 25 26 27 -1 -29 -30
right_child=1 2 -4 -5 5 -7 8 -9 -10 11 -12 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0026177704882748829 -0.1119762575857435 0.10141331831952571 0.095236518438645709 -0.061684372717833537 -0.09219579902344506 0.056934706870357024 -0.10164243260027435 0.0037916576957979123 0.029471863557388258 0.017918708584166974 0.056161709202937816 -0.091951505594850325 0.072901579986452691 -0.071071133038673337 0.027229265119884251 -0.10324844002812668 -0.11359599690320038 -0.025223564536882959 0.0555628154190888 0.0088065914649473019 0.071363833524537179 0.03310108441746442 -0.10162887042451996 0.043625923633317513 -0.045892038424834532 0.053996200877146364 -0.077690381174438522 -0.070902835769189473 0.084970677756295868 -0.067196871212271317
leaf_weight=43.618419518259088 0.23538148816442062 0.14320080168545224 0.4350142078474164 0.47434187099133851 0.69611515060387297 0.27279210935375875 0.094229497033666121 0.21726042395584955 0.48062463357928209 0.65831775753758737 0.83903458749409665 0.36401026933890523 0.28196480683982361 0.51945659253397025 1.7338722590939131 0.27124485740205262 0.58689797727856774 0.29275115067139268 0.49094194080680598 0.28047579841222592 0.31734619312919665 0.56031985914160032 0.28139426269626711 0.67173260466006368 0.7613405417650928 0.72546413878444482 0.49193843209650268 0.9451896653335996 0.45422707436591736 0.24615175595317851
leaf_count=1857 9 4 17 71 68 13 36 28 62 29 17 24 9 66 38 39 40 17 10 30 10 63 115 51 18 15 12 50 19 63
internal_value=0.000311775 -0.0140709 0.0253594 -0.023864 -0.0348596 -0.024552 -0.0394885 -0.0693637 0.00797974 0.00110344 0.00185108 -0.0208569 -0.00312829 -0.0213302 0.000986886 9.46383e-05 -0.0193792 -0.0841853 0.00651263 -0.00756328 0.0104662 -0.00675514 -0.0465014 0.001347 0.000745844 0.00150975 0.00067757 0.00152929 -0.0273226 0.0314906
internal_weight=58.4415 3.04896 1.05256 0.617543 1.9964 1.76102 1.48823 0.913376 0.574854 55.3925 53.5687 1.82375 1.45974 1.17777 52.7297 50.9958 3.08137 0.879649 2.20172 1.71078 1.43954 1.12219 0.56187 47.9145 47.2427 46.4814 45.7559 45.264 1.64557 0.700379
internal_count=2900 308 92 75 216 207 194 96 98 2592 2464 128 104 95 2447 2409 324 57 267 257 218 208 145 2085 2034 2016 2001 1989 132 82
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=0 0 9 8 16 7 7 9 9 2 7 8 15 7 18 19 6 8 0 6 6 18 16 17 13 6 10 6 18 18
split_gain=0.0656654 0.183331 0.11807 0.314263 0.272815 0.210831 0.244404 0.209505 0.193858 0.257639 0.177895 0.259826 0.299052 0.212828 0.175377 0.210025 0.105813 0.217444 0.227106 0.215125 0.277417 0.181363 0.209674 0.314922 0.610457 0.415546 0.285555 0.207995 0.174273 0.277097
threshold=85.716110573100011 85.694602908050015 186.14781787895004 8.3434888241000014 22.624947093000003 22.557405306150006 22.708075280250004 199.02473417820002 205.70977008025002 103.01387310010001 22.372035319250003 8.1436447804000007 30.807603489900004 19.468732114900003 11.780121045600003 13.451085274650001 18.080422446150003 8.8430989333000021 87.568458224950021 16.625388449550005 16.575387281250006 12.777826849750001 22.644947046300004 199.14656950540004 117.55283175385001 16.465384711100004 61.885617704800005 16.565387047600002 12.949570119650001 13.482409244300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 -7 -8 9 -6 11 12 13 14 15 -1 17 19 -19 20 21 -2 26 24 -24 -26 -23 28 -28 -30
right_child=16 -3 4 -5 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.10622800560230283 0.059193019765994163 -0.084317235813553326 -0.10480578975802227 0.09920222346729253 -0.10938692648622013 0.091829255875959193 -0.077581915058534609 0.030699062945762474 0.013017609851094392 -0.010419572319436991 0.054331562808732352 -0.071625982209617675 0.094918591526186757 -0.10235663841011743 0.031541060753183608 0.02757393716399871 0.04053052508792486 -0.086550452125724986 -0.0055023040900783428 0.05085534430235588 -0.063105456602596227 -0.082770795208182757 -0.060815637628314892 0.072784855825035674 0.071226918342196063 -0.0068504440329608604 -0.038566184614410422 0.068716522982385203 0.015968148569044101 -0.0039992806169288258
leaf_weight=0.25829162469153766 0.5495477491276678 0.30887593678198744 0.33255271197776926 0.33883831516141061 0.50389467342756711 0.36289849716558797 0.27587295373086818 0.50721038919436978 0.61240992241073389 0.55032279161605402 0.45881328016730538 0.58389689246541809 0.30762870721082425 0.22773344945881024 0.78904709401103901 0.21493384320638143 0.68471652921289106 0.56760590855264925 0.88448147966846591 0.88796281919348885 0.66199656360549752 0.42071430996293102 0.94768589918385204 0.9548165900632738 1.3690951466560366 1.3575979027664287 1.1805551941652073 0.4362447764724483 8.9213242334371881 31.453359305153754
leaf_count=70 14 12 61 10 19 14 22 30 26 22 24 12 16 125 70 47 15 26 29 14 12 10 29 32 23 27 27 5 186 1871
internal_value=0.00027178 -0.00909068 -0.00541668 0.00817354 -0.0191539 -0.00902673 0.0239906 -0.00744732 -0.0317297 -0.057724 -0.00268571 -0.0136704 0.00515444 -0.0133784 0.00267466 -0.0454566 0.0014829 0.000954433 -0.0371832 0.00208138 0.00118383 0.0020781 0.00141087 0.0216189 0.00832308 0.0323528 -0.000794793 2.65276e-05 -0.000694576 0.000412789
internal_weight=57.9109 6.63322 6.32435 3.17918 3.14516 2.81261 1.14598 0.783083 1.66663 1.05422 2.84034 2.38153 1.79763 1.49001 1.26227 0.473225 51.2777 50.593 1.45209 49.1409 48.2529 47.5909 47.0414 4.6292 3.67438 2.72669 42.4122 41.9915 41.5552 40.3747
internal_count=2900 580 568 374 194 133 66 52 67 41 364 340 328 312 187 117 2320 2305 55 2250 2236 2224 2210 111 79 50 2099 2089 2084 2057
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=6 6 0 5 0 15 15 3 17 17 18 7 2 3 5 17 17 7 10 10 12 13 17 5 0 17 18 7 7 10
split_gain=0.170662 0.48937 0.258912 0.284208 0.38603 0.559124 0.542486 0.649215 0.424835 0.369364 0.367391 0.373135 0.345366 0.292361 0.420906 0.283594 0.302823 0.249076 0.240772 0.265159 0.755892 0.415134 0.372707 0.366049 0.30951 0.798614 0.289513 0.28358 0.273878 0.236501
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.579584939650001 93.972365491700018 24.200063469100005 29.049007317550004 82.753429713350016 201.59899553070002 205.63493178080003 14.371157440600003 24.976928324600003 106.46918899020001 87.114108800950007 20.361635946650004 206.02826764000002 204.53341124495003 24.052187734100006 78.220689305400015 72.496961945650014 213.62869376460003 103.58091484995002 193.40041255380001 13.175707186950001 95.897301513100004 204.75389752000004 14.385463547100001 20.778835947700006 21.725272673150005 78.433077497700012
decision_type=2 2 2 2 2 2 2 2 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 -3 10 -6 12 -8 -9 -10 15 13 17 -12 -15 16 -5 -7 19 20 22 23 27 -21 -25 -26 -22 -1 -29 -20
right_child=1 2 -4 4 5 6 7 8 9 -11 11 -13 -14 14 -16 -17 -18 -19 29 21 26 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0010142908749048623 0.0012170366062183332 0.00087486257761889067 -0.000986157415605884 9.9726172838622172e-05 -0.0021682487086404191 0.00057222617100085367 0.0011947034583326673 -0.0021180605347142383 0.00072545062727762198 -0.0016166166229586857 0.0016399541973033634 -6.8642847112153804e-05 0.0011192797617261753 -0.00087561811297350207 0.001353492834107056 0.0012188572814590629 -0.0010786338058614425 -0.00076508368778598415 0.0010906007105955461 -0.002026220237504373 -0.0020717027826822644 -0.0020281888160391653 0.0015435534094781315 0.001310448814214784 -0.0020603701111320191 0.0012671435016988837 -0.00017263770759523786 -0.0021429325967478878 0.00019568719488630059 3.6502536674895954e-06
leaf_weight=0.56717466888949253 1.5530928773805488 1.8450406440533687 0.82878382760099967 43.753421659333981 0.5913028042705254 0.99281780840829092 0.49360053765121881 1.1463071299076548 0.54526873453869462 0.49293010504334234 1.6594027872197323 1.6593537417938931 1.3378441995009778 0.56608405988663413 0.76684300120541593 0.85243873368017276 0.85486276008668838 1.1623644917272029 0.85978862299816494 0.40805599211307786 0.72116997457487719 0.8054601652547716 0.98335575748933468 0.5133936201018513 0.60258360157604307 0.51370982523076236 0.53954508411698043 0.336433866788866 0.45011524237634148 7.3380183914687223
leaf_count=19 34 30 36 1077 17 15 10 98 17 30 27 42 22 23 26 16 14 32 35 75 67 73 21 28 55 16 32 23 23 867
internal_value=8.49063e-05 0.000130464 0.000102125 0.000117485 9.29154e-05 -0.00034683 -0.000172306 -0.000836246 -0.00129515 -0.000386548 0.000152257 0.000677106 0.000336737 0.00109065 0.000406806 9.85527e-05 7.71444e-05 -0.000149031 -0.000105249 -0.000388944 -3.5279e-05 -0.000836473 0.000624826 -0.000365422 5.04237e-05 -0.000529073 -0.00125896 -4.25443e-05 -0.00080462 0.00011765
internal_weight=75.7406 61.1018 59.5487 58.7199 56.8748 6.76244 6.17113 2.67811 2.18451 1.0382 50.1124 4.65168 3.49303 2.99233 1.33293 45.4607 44.6083 2.15518 14.6388 6.441 3.59779 2.8432 2.33708 2.03774 1.62969 1.11629 1.26072 1.35372 0.786549 8.19781
internal_count=2900 1566 1532 1496 1466 241 224 155 145 47 1225 118 69 76 49 1107 1091 47 1334 432 185 247 86 174 99 71 99 65 46 902
is_linear=0
shrinkage=0.00196078


Tree=814
num_leaves=31
num_cat=0
split_feature=6 13 10 5 5 6 5 7 17 12 18 13 5 9 2 0 18 15 10 17 0 7 18 7 7 13 17 17 15 18
split_gain=0.207773 0.421219 0.230604 0.385972 0.267377 0.167717 0.292787 0.230379 0.147954 0.139592 0.29804 0.346178 0.314344 0.538162 0.23671 0.21069 0.199565 0.421931 0.338678 0.256399 0.240239 0.327567 0.300968 0.318755 0.735051 0.460748 0.591748 0.391053 0.779111 0.379347
threshold=5.0951190466500007 92.504467352450021 90.740838818900016 5.2595069053500012 7.7286379265000011 3.6650856341500009 2.7861270712500006 25.138824731100005 212.86611723275004 322.29449443480007 14.371157440600003 117.30011668960002 20.361635946650004 76.828456629100017 296.01432942755008 86.780739992750014 17.327266398450003 15.867801003350001 83.715897724050009 216.06858737515003 102.65877371115 24.005763052250003 15.556223714900002 24.891451065550005 24.785467646950003 104.12129493415001 205.63493178080003 197.57625617845002 28.777417478550003 14.662165311550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -5 14 11 -11 13 -12 16 -13 17 -2 -18 20 22 -22 23 24 29 -25 27 28 -27 -19
right_child=9 -3 4 8 -6 -7 7 -9 -10 10 12 15 -14 -15 -16 -17 18 19 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0010751590181780079 -0.001408054151140992 -0.0019960869756396847 -0.0019890117263148903 -0.0020177121368463121 0.0017996420687000992 0.0017591926274455234 0.0010310764221074518 -0.0020152982992217433 0.0004301914821720677 -0.001991399592714192 0.00078578369109428214 -0.00089907333025700655 0.0009214211454701463 -0.0017461219958809413 0.0013068384716457626 0.00074383288000817054 0.0012656439823235078 0.0001393759793005338 -0.00071725457484803263 -0.00091104258743747847 0.00099618645603960759 -0.0015798608692333856 0.00059595089312404861 -0.0020830466622074979 0.00143136680429768 0.00080325913590229361 -0.0016939453528774936 0.00070912661323932382 -0.0021155840998640916 -0.00060533459329205688
leaf_weight=0.69797533948440127 0.71500492031554941 0.54062761682143889 0.39557964111008903 0.34295410841878027 0.087448368314653635 0.40897778043290589 0.14410410018172115 0.28262585325865075 0.13126100163208321 0.64820092060199286 0.65050857281312369 0.72927124076522865 1.2070315106611813 0.64060053239518311 0.63862573013466217 0.50997162610292435 1.3025708580389608 48.415104669738867 0.44406482587510243 0.93824286718154226 0.26327244285493989 0.6798575987922959 5.0362603230169034 0.54501345090102304 1.6428501177579153 0.71849083947017811 0.79833005182445038 2.1130947098608885 0.68851056737912586 2.7808405267423941
leaf_count=34 126 146 229 66 2 7 8 40 8 54 23 38 46 63 21 9 41 1230 135 59 7 62 140 43 27 17 19 58 46 96
internal_value=7.5629e-05 -0.000427233 -8.67308e-05 0.000205885 -0.00130311 0.000683917 0.000292914 -0.000986556 -0.00134014 9.6771e-05 -0.000242245 -0.000830309 0.000202061 -0.000470454 0.000118726 -0.000222987 0.000107415 8.99284e-05 0.000761512 0.000106503 0.000121495 -0.000860764 0.000136261 9.61393e-05 0.000140353 -0.00038422 -0.000169817 0.000175843 -0.000625065 9.89251e-05
internal_weight=75.1373 3.03155 2.49093 2.0079 0.483028 1.53368 1.12471 0.42673 0.474215 72.1057 4.38558 1.88744 2.49814 1.29111 67.7201 1.23924 67.0815 65.3349 1.74664 64.6199 63.6816 0.94313 62.7385 57.7022 52.8388 4.86344 4.31843 3.5201 1.407 51.1959
internal_count=2900 540 394 163 231 89 82 48 74 2360 233 101 132 86 2127 47 2106 1930 176 1804 1745 69 1676 1536 1353 183 140 121 63 1326
is_linear=0
shrinkage=0.00196078


Tree=815
num_leaves=31
num_cat=0
split_feature=12 19 18 3 7 13 2 3 18 10 7 17 12 4 5 6 10 2 18 18 0 6 16 15 18 17 2 2 7 18
split_gain=0.0633084 0.227523 0.351943 0.320823 0.30462 0.2142 0.139394 0.12463 0.142683 0.166285 0.169403 0.162591 0.163647 0.153843 0.398812 0.150512 0.279929 0.332548 0.184558 0.200243 0.198146 0.291371 0.43297 0.225718 0.113742 0.112669 0.281484 0.231695 0.456264 0.398036
threshold=322.29449443480007 14.351157895250003 14.643918747750002 92.913112988300014 26.185885009700005 82.390487865700024 296.01432942755008 66.243608334250013 17.327266398450003 83.715897724050009 29.467962229850006 216.06858737515003 200.03640368750004 371.16724128940001 23.398433971250004 2.7550643716500001 81.524804347700012 224.18737221905002 15.556223714900002 15.435145470700002 97.835679825150024 12.26528657645 14.994964935250001 20.742056627150003 15.353948930850001 200.83528241485001 91.18717909130001 122.26439358135001 24.292705381350004 14.339258036900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -4 -6 7 -1 11 -10 -11 13 -13 15 -15 -9 18 -18 19 24 -20 23 -23 -22 25 -17 -27 -28 -29 -30
right_child=1 3 4 -5 5 -7 -8 8 9 10 -12 12 -14 14 -16 16 17 -19 20 -21 21 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.065171541634859609 -0.082348074025025031 0.063856000222896725 0.045735560356164329 -0.042699747825922355 0.01914906830388732 -0.093631455827279567 0.050445125081165804 0.058968780504804655 0.059545375339781076 -0.074357520185217116 0.062205498961850896 -0.10287182749486826 -0.0034514316797103458 -0.10628547854113322 0.030442428491562718 0.0023484565595770866 -0.10283548182880797 0.074049618546472226 0.060480960369857756 -0.048443856028850742 0.080001259740840935 -0.07686516396382459 0.030182650239587494 -0.010626477519309197 0.046188456632845737 -0.070915230127748155 0.044576695885251025 -0.048330864126633712 0.072667887429097286 -0.02386837922554046
leaf_weight=0.28566046693867875 0.84754412533129642 0.72940549747727323 0.70317116585647432 0.46123724036806379 0.28473368926279363 0.41219231307331938 0.56937108632700884 0.45336757169570674 0.84371212089899816 0.22887467508917325 0.15060818707570434 0.3042589750548349 0.36318587278947234 0.44787685828487056 0.40736578658106737 39.51691437246609 0.49718962400038336 0.13518341397866607 1.0364304525137407 0.83102887464337882 0.74035877559799723 0.71042246191063874 0.80707352078752592 0.43704710120800883 0.55247004464035754 0.72972714889328827 0.8067861369345336 1.9064213358451527 0.82698822394013383 0.88331472827121615
leaf_count=210 80 29 59 26 64 83 44 25 42 107 27 40 23 58 15 1439 144 6 47 42 30 26 36 28 21 24 23 57 15 30
internal_value=0.000394344 -0.012766 -0.0314888 0.0225779 -0.000701276 -0.0475542 0.00122504 0.000705123 0.0010561 0.034818 -0.0201587 0.000267885 -0.0487729 0.000900681 -0.0411598 0.0016078 0.001092 -0.0650225 0.00193179 0.000198715 0.0233221 0.00903122 -0.0199323 0.0463607 0.00109259 0.000534855 -0.0133725 -0.00387994 -0.0146892 0.0228101
internal_weight=57.9099 3.43828 2.24764 1.19064 1.4001 0.696926 54.4716 53.9023 53.6166 1.22319 0.379483 52.3934 0.667445 51.726 0.855243 50.8707 50.4174 0.632373 49.785 46.0537 3.73133 2.6949 1.5175 1.17741 45.2226 44.6702 5.15324 4.42351 3.61672 1.7103
internal_count=2900 341 286 55 206 147 2559 2515 2305 176 134 2129 63 2066 73 1993 1968 150 1818 1651 167 120 62 58 1609 1588 149 125 102 45
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=5 5 10 13 17 9 10 10 9 16 10 5 10 7 15 12 18 5 3 7 9 17 17 17 13 19 19 18 9 10
split_gain=0.215566 0.489037 0.390487 0.241679 0.384587 0.189609 0.269623 0.732143 0.445327 0.332253 0.450637 0.514753 0.409503 0.338748 0.547067 0.27366 0.255791 0.352808 0.352076 0.378056 0.536488 0.245071 0.601066 0.374916 0.872797 0.731337 0.622611 0.32831 0.286846 0.262652
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 87.122174175350011 190.79973618785002 207.37918994975004 62.55235532115001 63.910026677050006 210.97856947250003 21.879948835150003 67.171126389250006 18.895511665650005 65.966697146800016 24.701534972700003 29.712811603950005 281.66997808940005 16.083212871900006 15.210950700600003 79.47351079420001 24.390191290350007 59.469124515800011 204.75389752000004 206.41783130310003 199.55131508320002 115.25151159420001 14.251149826300002 13.851117550450002 13.901940775400002 202.13708171315002 75.645146416450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 8 -8 -7 10 12 13 -9 -12 15 -15 18 -18 19 20 -2 23 -23 29 25 26 -25 -26 -24 -20
right_child=5 -3 -4 4 -6 6 7 9 -10 -11 11 -13 -14 14 -16 -17 17 -19 21 -21 -22 22 28 24 27 -27 -28 -29 -30 -31
leaf_value=0.00095640110074287233 -0.0013622801567284293 -0.0019886338625705242 -0.0019829640909962043 0.00066023893238199545 -0.0020077182949218239 -0.0021139391719606441 0.0014428611213607473 -0.00034139388275171174 -0.00019372989865680429 -0.0015412208218390983 -0.0014082695728293052 -0.0013754525374962752 0.0017650464480009145 -1.6763485208860014e-05 0.0014226193013572449 -0.0015711909222011857 0.00084519243167290774 -0.00086227727053043339 0.00017024018227179791 -0.0018113790004368098 0.001503169407873215 0.0014819578270705747 -0.0012214711568080028 -0.0015028050832512747 0.00096237203107324681 -0.0026647427436078601 0.00099289860855582171 -0.00032238299358549737 0.00045595905328938541 -0.00077902252887131218
leaf_weight=1.0262646045011932 0.51994200493208953 0.63127615553821659 0.33489155274583016 0.49667613151541434 0.35706836194731295 0.6493787487270305 1.2059203833341587 0.59426490942132371 1.6296301424154078 0.63900833274237889 0.63503318023867716 1.3339843843496053 0.88065754272975028 4.7367374351306353 1.0013830731040796 0.47952460721717205 3.4111739448999283 0.53873506048694242 46.697363768080322 0.7582266325916861 0.48603512049885467 1.6438387298949231 0.63897870597429562 0.91163911241892426 1.5038548396696572 0.9017948880791663 0.66441240999847651 1.5559171770000828 1.0137717272154985 1.1481977683433786
leaf_count=45 38 192 207 24 49 21 25 27 58 21 22 80 22 239 30 50 185 18 1228 69 13 21 28 47 19 13 11 25 26 47
internal_value=6.36093e-05 -0.000466205 -3.22927e-05 0.000315186 -0.000455602 8.34039e-05 -0.000124709 -2.67035e-06 -0.000740873 -0.000171903 -8.13375e-05 -0.00026108 0.000916335 -4.41492e-05 9.5174e-05 -0.00015966 0.000129385 0.000612308 9.67471e-05 -0.000765869 2.2154e-05 0.000123597 0.000642435 9.15567e-05 -0.000391451 -0.00125648 -0.000450697 0.000309064 -0.000192561 0.00014746
internal_weight=79.0256 2.84618 2.2149 1.88001 0.853744 76.1794 13.7855 11.5065 2.27901 10.3006 9.66159 8.18666 1.47492 6.85268 6.21765 5.21626 62.3939 3.94991 58.444 1.7642 1.00598 56.6798 3.29659 53.3832 5.53762 2.47785 1.57605 3.05977 1.65275 47.8456
internal_count=2900 517 325 118 73 2383 595 516 79 491 470 421 49 341 319 289 1788 203 1585 120 51 1465 75 1390 115 71 58 44 54 1275
is_linear=0
shrinkage=0.00196078


Tree=817
num_leaves=31
num_cat=0
split_feature=9 13 3 18 0 5 0 10 5 10 10 10 18 3 0 18 10 14 12 7 10 7 0 6 19 15 16 12 8 15
split_gain=0.0646394 0.208346 0.246922 0.120343 0.135032 0.119078 0.147041 0.162831 0.0702298 0.289962 0.242934 0.236001 0.219092 0.295553 0.252025 0.420003 0.245008 0.215921 0.215124 0.179354 0.174937 0.162572 0.172838 0.24659 0.183005 0.264786 0.232408 0.304614 0.378805 0.130902
threshold=37.256168974800005 96.209162656250015 66.676450093250011 16.511813275700003 110.74296730945001 2.5966915737500007 100.13162306855001 82.204984254750016 15.821180766350002 75.922057603850007 75.465019721650009 75.18810853425002 13.316069313700003 81.70761950055001 95.762878606550018 13.386548691950003 75.28220456885002 170.27070910270004 236.87735968945 24.918974924200004 76.42211081615001 25.256598800350002 98.615332683000005 13.400313096150002 12.050972309250001 11.325487309600001 17.654958715000003 96.350437043050007 7.3442686056500008 21.155167166400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 -8 12 10 11 -10 -2 16 15 -15 -14 -18 -11 -19 -21 -22 -23 24 25 -24 27 -26 -29 -27
right_child=8 -3 3 4 -6 6 7 -9 9 18 -12 -13 13 14 -16 -17 17 19 -20 20 21 22 23 -25 26 29 -28 28 -30 -31
leaf_value=-0.10112384832149841 -0.068599776118704436 -0.10335883989883188 0.097527302883909595 -0.10198697446352022 0.034682890345330862 0.080180620818070023 -0.10177126259626541 0.027304284073956936 0.00031626061586750289 -0.10585691810500793 0.051428815929351092 -0.063599003950501304 -0.10245352335776624 0.10341019356167772 0.076465312129420759 -0.10515202391700791 -0.10405815518766511 0.045928274510131234 0.0010263900076254886 -0.079611429971919376 -0.072206150070116479 0.067474760057190636 -0.10118872518638525 -0.10526414946427608 0.10522746907556534 0.051492352499738152 0.06928864861377286 0.01888172636870844 -0.10228196274842705 -0.016373491959099439
leaf_weight=0.21883722353777457 0.34301783004775455 0.24952941125229688 0.21915248734876491 0.16034384656813927 0.13164591055829078 0.20844925544224679 0.15999245643615723 0.25116287579294294 45.719298131110918 0.45054452326803485 0.91907749976962705 0.58509578939992835 0.21132107550511126 0.16820609942078579 1.1324944678926838 0.22667796323366929 0.16978365316754196 1.1393826400599207 0.32352886443550233 0.25050632545026008 0.24906277700938506 0.47911085630767036 0.14491907131832826 0.19684324588160951 0.1363631784915923 1.5499943936592897 0.2562733539380132 0.43222588028584119 0.6402433959665359 0.34802941373345664
leaf_count=197 16 67 6 51 12 8 42 13 1642 41 27 25 28 2 35 49 22 66 21 19 24 8 106 11 1 182 13 42 98 26
internal_value=0.000410193 -0.0194143 -0.00389354 0.0149238 -0.0403683 0.0341721 0.0117636 -0.0229228 0.000975568 -0.000475991 0.000519123 -0.000491364 0.00960417 0.0130738 0.0524789 -0.0163122 0.00337267 0.00710441 -0.0611844 0.0103456 0.00168938 0.00628358 0.0109559 0.00364693 0.00975814 0.0291003 -0.0172125 -0.0355509 -0.0534507 0.0390482
internal_weight=57.6711 1.59911 1.34958 1.13075 0.29199 0.838757 0.619605 0.411155 56.072 47.9975 47.2235 46.3044 8.07446 7.73144 1.52738 0.394884 6.20406 5.99274 0.774073 5.82295 4.68357 4.43307 4.184 3.70489 3.50805 2.04294 1.46511 1.20883 1.07247 1.89802
internal_count=2900 396 329 132 63 69 63 55 2504 1756 1694 1667 748 732 86 51 646 618 62 596 530 511 487 479 468 314 154 141 140 208
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=17 17 18 15 3 9 13 2 14 17 16 10 5 14 7 16 6 7 7 18 18 16 14 16 18 3 5 5 19 0
split_gain=0.0636751 0.280331 0.25399 0.751655 0.55625 0.336002 0.234326 0.473016 0.219 0.725682 0.359385 0.544034 0.371383 0.295467 0.217072 0.601359 0.309231 0.284544 0.401957 0.291125 0.625431 0.329997 0.482075 0.408654 0.445907 0.367413 0.280994 0.456906 0.275462 0.577806
threshold=187.98346801990002 187.85189879645003 13.278511569200001 41.863529088250004 93.249170254600017 190.58777288605003 117.64961624655002 108.54085696455002 186.41884102645002 194.58701840130001 20.784951395750003 66.697957758300021 17.671168838450004 202.10410646750003 23.124786352450005 22.514947350300002 16.495385412050002 23.147601011700004 23.162127797100002 13.482409244300003 13.5308213324 22.604947139800004 284.7527778226501 22.554947256700004 13.740383930250003 92.837836160650014 21.197160116700001 22.665750084250003 14.651182102100002 88.576630023850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 9 -4 11 -11 -13 -10 15 -15 -17 -16 -19 -20 -21 23 -23 24 -22 28 -24 -28 29 -26
right_child=2 -3 8 5 6 -7 -8 -9 13 10 -12 12 -14 14 17 16 -18 18 19 20 21 22 26 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0031018348341198413 0.090753440828970494 -0.097757734956240863 -0.07541677235704064 0.012278099362191574 0.034132197472163901 -0.11057896404144441 0.057651006310221568 -0.052945675387631355 0.038547041787638146 0.10259107322896749 -0.043828046057902623 0.023073954535270481 -0.064210298105893057 0.013099743900856942 0.084662991264601209 -0.12074035220935027 -0.027114760856096477 -0.12006633824870415 0.039078898391551063 -0.09177608868975401 0.077711308905003718 0.099242893823089706 -0.03723330169775476 -0.048670013486498936 -0.087672114557281772 -0.11045729725366947 0.10014341816620775 0.0022069091347058784 0.068543176196283598 0.002783518805412531
leaf_weight=15.69846246310999 1.3855073442682613 0.31924070768218449 1.618015152402221 0.37216891259595275 1.623753844760359 0.55394199702459446 0.99407894955947984 1.0130019432544939 2.138943147670946 0.64653184637427363 1.1824112413451073 1.8116923804627734 0.66692255961243052 1.8628810982809256 0.42179558984935539 0.69828761875396572 0.71295052819914417 0.26759341964498418 2.0602976942900595 0.72190980904270219 0.74116197880358115 0.77897796756587823 0.8633606196381155 1.7754981295729511 0.74957984169304381 0.3049283781510902 0.65927435504272613 1.7169720851816235 0.57056552916765291 12.19460764245923
leaf_count=1152 22 12 57 28 30 36 16 24 55 12 23 52 25 87 6 24 21 5 41 14 10 15 20 46 23 11 17 58 9 949
internal_value=0.000360121 -0.00498837 0.00244418 0.0215656 0.0368471 -0.0612074 0.0162767 0.000678188 -0.000787095 -0.0183173 0.0031306 0.0208976 -0.000411677 0.00276549 -5.85968e-05 -0.0242018 -0.0734412 0.00325904 0.001792 0.00320136 -0.000305738 0.00293836 0.0286104 -0.00337673 0.00214618 -0.00190645 0.0116265 0.0293788 0.000542743 -0.00245464
internal_weight=57.1253 16.0177 41.1076 5.94245 5.01634 0.926111 3.63083 2.63676 35.1652 5.92557 4.30756 3.12515 2.47861 29.2396 27.1006 3.27412 1.41124 23.8265 23.4047 23.1371 21.0768 20.3549 4.01859 16.3363 14.5608 13.8197 3.23961 2.37625 13.5148 12.9442
internal_count=2900 1164 1736 156 92 64 70 54 1580 169 112 89 77 1411 1356 132 45 1224 1218 1213 1172 1158 110 1048 1002 992 95 75 981 972
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=9 0 17 9 19 6 18 13 13 7 13 2 7 0 5 16 19 16 16 16 19 16 10 15 4 14 18 3 5 7
split_gain=0.228211 0.408325 0.371539 0.30604 0.37315 0.634192 0.367553 0.261594 0.487648 0.618387 0.246466 0.23405 0.209394 0.556794 0.431156 0.483091 0.630261 0.753071 0.419471 0.896629 0.360771 0.26343 0.824163 0.379439 0.266021 0.323295 0.786145 0.471151 0.737276 0.682728
threshold=181.61255275325001 103.44649194340002 242.64190980425005 187.70546222865002 14.451165964200003 16.425383776450001 13.340835220050002 116.67639440335002 117.60660091645001 22.169188248350004 73.376087754350024 118.29074621970001 25.926164922500003 98.615332683000005 16.222050829800004 15.444963882950001 12.651020723000002 17.844958270700005 18.384957008000004 18.634956423400002 11.950964240300001 18.934955721800005 70.085415002650009 30.046989284200006 148.04566182605001 168.39662374755002 13.713893333650001 93.308316333450009 22.852794041600003 22.940014114900002
decision_type=2 2 2 2 2 2 2 2 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 5 6 -2 10 -9 11 -1 -10 13 14 -5 -16 -17 -18 -19 -20 -15 23 24 -21 -23 26 -26 -27 29 -29
right_child=1 2 -4 12 -6 -7 -8 8 9 -11 -12 -13 -14 20 15 16 17 18 19 21 -22 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.0020210720881588999 0.0015867147922923924 -0.0020000993800860316 0.00042738153022297908 0.00091397625853699275 0.0012418975138492234 -0.00059703140847193492 9.4859443154053039e-05 -0.0019222734633762087 -0.00015450711373571032 0.0019643001627422693 -6.078689014270384e-06 -0.0021631241489077197 0.00047178855894704745 6.52073778769582e-05 -0.0010584944279937796 0.0012897913789559992 -0.0017107019012633999 0.0011223337205226046 -0.0016644494081024784 0.0011473124948300467 -0.0020499809167608923 -0.00063445023868676919 -0.0016460336079916363 -0.00029975798177408509 0.0015114985737312095 0.00021610035628342433 -0.00034666754429313128 -0.00029473880377277773 0.00015236114496134577 -0.0019252869026365365
leaf_weight=0.23863402767164998 1.3275638999184587 0.6606048091980472 0.38292819447815418 2.2669331054203203 1.9722022686910348 2.0261971647560131 1.2169649997958911 0.8813061552245921 0.58505413422244579 0.40948924235999584 10.606761625556826 0.36044458180549555 4.8450295692600767 0.5098293138144061 1.4941248592513137 1.5843086251988996 0.93400987389031698 1.405772275320486 1.1630307586456172 1.9712045406922691 0.79105740517843515 1.8791513480246056 1.0869884662097309 1.0774552458897231 1.9676384702324861 23.146587034541881 1.5769234225153921 2.559844736941157 5.9368649943098717 1.6071095718070862
leaf_count=133 18 190 39 46 33 37 23 40 23 6 934 48 199 41 29 23 42 38 72 33 72 33 50 26 22 346 19 42 208 35
internal_value=6.00865e-05 0.000107382 -0.00110933 0.000127113 0.000529041 0.000221453 0.000873209 -0.000176323 -0.000786942 -4.85035e-05 -5.04151e-05 -0.000920235 8.16184e-05 4.5923e-05 7.7828e-05 3.94507e-05 7.37007e-05 3.20994e-05 6.79708e-05 3.42638e-05 -0.00122102 8.04134e-05 3.78226e-05 0.00063589 8.51496e-05 0.0001219 0.000684828 6.1891e-05 -0.000291383 -0.000923608
internal_weight=78.472 65.3903 1.04353 64.3468 6.54293 4.57073 2.54453 13.0817 2.23629 1.35499 10.8454 0.945499 57.8039 52.9588 51.6579 49.391 47.8969 46.3126 45.3786 43.9728 1.30089 42.8098 39.7611 3.04866 38.6741 36.795 3.54456 33.2504 10.1038 4.16695
internal_count=2900 1716 229 1487 111 78 41 1184 117 77 1067 71 1376 1177 1064 1018 989 966 924 886 113 814 755 59 705 672 41 631 285 77
is_linear=0
shrinkage=0.00196078


Tree=820
num_leaves=31
num_cat=0
split_feature=6 13 19 13 8 10 5 9 9 0 3 16 16 13 12 15 13 0 0 3 18 13 2 5 15 15 7 10 12 16
split_gain=0.0630094 0.23777 0.13292 0.156215 0.119187 0.111396 0.143983 0.0708686 0.212667 0.302758 0.647509 0.259645 0.238635 0.264369 0.169112 0.143485 0.445822 0.589003 0.431014 0.342889 0.308249 0.821356 0.68549 0.419196 0.286105 0.349639 0.289563 0.322614 0.252178 0.401179
threshold=5.0951190466500007 92.504467352450021 11.750948102400001 85.737618238150006 0.84933718570000016 90.740838818900016 7.7286379265000011 207.37918994975004 212.35308743945004 88.576630023850015 88.396503329100014 18.934955721800005 18.684956306450005 99.19872809730002 132.42929831470002 28.566186095050004 109.57886493895002 95.762878606550018 93.442739239950015 85.678472159250006 14.405580508350001 113.85351336640001 88.427520302100007 19.500380888400006 27.008040895250005 26.557525034400005 24.005763052250003 69.276189105400007 236.87735968945 12.644970430600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 15 9 -9 11 12 13 -11 -15 24 17 19 20 -17 21 22 -18 -23 25 28 27 -26 29 -2
right_child=7 -3 -4 -5 5 6 -8 8 -10 10 -12 -13 -14 14 -16 16 18 -19 -20 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.10118072374465253 -0.091150240799469762 -0.10112480921291014 0.046799929602693954 -0.0817366642693656 0.046313019046710188 -0.10100762226954763 0.1017116959393424 -0.090641507944703034 0.0048310143223610014 0.048225671782856264 0.087088701494041521 -0.090940339673725445 0.063465528754075795 -0.00579166556267927 -0.082696123241418784 -0.1075825352292837 0.0017276427823866584 0.036083179256908529 0.070573353566864103 -0.011680801858245849 0.05601510545892216 0.08060923920856633 -0.10376907795569862 0.0014900874237951042 0.043726068664240253 -0.10873850669033942 0.070572450402366885 -0.062081290910936893 0.03240273064862817 0.0033532606924837243
leaf_weight=0.093462398514019496 0.47955572398040747 0.28939899314718776 0.4046030438330489 0.29885178236145293 0.45122376306972001 0.1312790676847726 0.047791428864002228 0.60351403192907893 5.8862719260059748 0.32329594931070538 0.53162515023723234 0.61405599219142448 0.31448066676966835 0.46064455749001332 0.7539211505863932 1.0976581107242958 1.1151699000038306 0.66946395277045656 0.89668212737887998 0.56458315881900478 0.95567291916813601 0.68833990488201635 1.3757687197066841 24.675067945549017 0.78458596187920127 0.26834026354481544 1.460590755799785 0.45545736490748823 2.8197270151244993 7.0970527906611096
leaf_count=122 200 146 51 63 55 102 1 37 397 33 19 24 9 26 61 93 23 24 14 23 21 12 23 589 46 18 29 11 190 438
internal_value=0.000390379 -0.0184756 -0.00171667 -0.0209126 0.00420266 0.0198293 -0.0469047 0.000980372 -0.00687989 -0.0260199 -0.0130113 -0.0345876 -0.0159066 -0.0321375 -0.0535288 0.0026229 -0.00100799 -0.0431132 0.00229689 -0.0750093 0.000171852 -0.00174411 -0.0565392 0.00363731 0.0113266 0.00396398 0.0404012 0.00486393 0.00687295 -0.00262827
internal_weight=56.6081 1.71661 1.42721 1.02261 0.723757 0.630294 0.17907 54.8915 9.48781 3.60154 2.99802 2.4664 1.85234 1.53786 1.21457 45.4037 32.0384 2.33171 29.7067 1.66224 28.81 27.8543 2.49094 25.3634 13.3653 10.6647 2.70063 1.24004 10.3963 7.57661
internal_count=2900 540 394 343 280 158 103 2360 606 209 172 153 129 120 87 1754 822 140 682 116 668 647 46 601 932 846 86 57 828 638
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=12 12 16 3 6 18 7 4 0 15 19 18 17 17 3 8 13 10 6 10 17 17 6 7 7 7 17 17 3 18
split_gain=0.05995 0.211111 0.19253 0.295452 0.338684 0.178338 0.221526 0.287297 0.107308 0.179268 0.076657 0.175496 0.280415 0.121424 0.42036 0.146646 0.139331 0.252355 0.132148 0.136763 0.119026 0.201636 0.145609 0.102008 0.329916 0.297338 0.275886 0.422803 0.446218 0.264912
threshold=327.98456567570003 333.35391135000003 22.674946976100003 92.913112988300014 16.015374196650004 14.371157440600003 25.000065600400003 451.94366584265009 92.031298721500022 13.612549286700002 14.651182102100002 13.622618370000001 196.91396350930003 207.79550897605 83.269613674350026 8.543332867800002 106.97106055245001 76.220476456350013 8.0101871567500016 104.14280259920001 242.64190980425005 214.76367417690003 11.175261108200003 24.785467646950003 24.891451065550005 24.373474566200006 201.37020668845003 198.29010168345002 89.579424906550017 14.322090334300002
decision_type=2 2 2 2 2 2 2 2 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 -7 -8 -9 -10 13 12 -12 23 16 -16 17 -15 19 -19 21 -20 -23 25 -25 26 27 -1 -29 -28
right_child=1 2 -4 -5 -6 6 7 8 9 -11 11 -13 -14 14 15 -17 -18 18 20 -21 -22 22 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.00060843083780371949 -0.088270895052081508 -0.10696282421530451 0.066303731847002043 -0.10347028833859971 0.10175074319153068 0.057288224092510109 -0.08956230087673972 0.10139261179866377 0.051818434936455472 -0.10153399061893734 0.037946150019736197 0.058489726958437828 -0.048917811837933887 -0.10293000290608062 -0.11199257374943557 -0.023204367390995219 0.053759670257256267 -0.1009809524276508 0.067311003165399744 0.094048406861908559 0.079192477596900984 0.0080830969490208685 -0.10239495770077219 0.057010555957566628 0.0030156414290390277 -0.02949632693020994 -0.053396749710054897 0.088834179337238792 0.010888613049016149 0.01876562001451661
leaf_weight=30.402279440808798 0.33634146045005708 0.19591843137459442 0.33785853079461947 0.32007929260589651 0.28041123971343029 0.39976242005650398 0.44205816387693631 0.12795746140182018 0.19934237059169391 0.1234287560582743 0.83716457802802258 0.75395769346505392 0.66832614794839174 0.24343825969845001 0.52498988147999615 0.28810318745672703 0.44979901984333981 0.17916099607464264 0.30304430983960606 0.044983448959101224 0.27595344002475031 0.29768903870353824 0.19907967140898108 1.3334799275617095 7.4750607407731877 3.2893695696839123 1.639680660411613 1.1456972704036155 2.0461343867355026 0.73755149263888586
leaf_count=1234 33 21 17 51 9 35 69 4 39 30 26 17 16 39 40 17 10 91 26 17 17 37 30 38 665 136 39 28 34 35
internal_value=0.000337415 -0.0140235 -0.00373332 -0.0150608 0.00093694 -0.0180553 -0.00457911 -0.0322814 0.0238976 -0.00682404 0.00108422 0.0191077 -0.000615002 0.000283775 -0.0199357 -0.0805323 0.00478432 -0.00948922 0.00800972 -0.0618406 0.0225636 0.00302535 -0.0361909 0.00146417 0.0111897 -0.000717842 0.00191378 0.00424343 0.0388669 -0.0310079
internal_weight=55.8981 2.76316 2.42682 2.08896 1.76888 1.48847 1.29255 0.892787 0.450729 0.322771 53.1349 2.25945 1.50549 50.8755 2.80624 0.813093 1.99315 1.54335 1.29991 0.224144 1.07577 0.799813 0.496769 48.0693 8.80854 39.2607 35.9713 33.5941 3.19183 2.37723
internal_count=2900 308 275 258 207 198 177 142 73 69 2592 59 42 2533 324 57 267 257 218 108 110 93 67 2209 703 1506 1370 1296 62 74
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=0 0 9 19 19 16 15 7 17 7 15 7 17 6 5 16 14 7 15 7 18 19 7 18 14 16 10 15 16 5
split_gain=0.0617383 0.163376 0.110872 0.161603 0.129168 0.179397 0.108942 0.189308 0.315824 0.267991 0.231238 0.223311 0.358483 0.180973 0.177116 0.19766 0.236551 0.212016 0.147297 0.178973 0.189162 0.191758 0.100186 0.0891434 0.115261 0.103502 0.225619 0.113035 0.248762 0.262559
threshold=85.716110573100011 85.694602908050015 229.57186039115001 14.651182102100002 13.851117550450002 18.054957779650003 43.132842597400007 22.227765484150002 187.59608338195002 20.696106785750004 35.054707749500004 22.477322886550002 189.27091549140002 17.495408777450006 23.524801812050004 22.824946625350005 201.15448414845005 23.738191650050002 30.807603489900004 19.468732114900003 11.780121045600003 13.451085274650001 21.841300704500004 12.777826849750001 129.42733769190002 22.714946882600003 61.82916008405001 44.34858359035001 22.614947116400003 24.301614351200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 23 5 -4 7 8 9 10 13 -9 -13 18 -8 16 -16 -18 19 20 21 -1 -11 -2 -25 26 -26 -28 29 -29
right_child=2 -3 4 -5 -6 -7 14 11 -10 22 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.10630781046407844 0.032085342175767168 -0.081245508239034273 -0.077574987685622057 0.034426432495533892 -0.1069556414944576 0.092905827849078332 0.10227756153460338 -0.074432227389041525 0.084653494289233439 -0.10773687681927915 0.10246707461354987 0.058251802986734935 -0.06696733713464488 -0.081197712743491912 0.10227268521662441 0.057297752690736531 -0.086064960270520685 0.028638355556908364 0.096565928205255655 -0.102546851746473 0.041605591400056215 0.026732587038485169 -0.010219555681690506 -0.068876974555079851 -0.11723580267610773 0.038294696655817473 0.0016009586769580549 -0.051806957671153953 -0.057962308059278045 0.054580984786109323
leaf_weight=0.22415947649278656 0.90184129415865655 0.29763295594602812 0.13471952061809034 1.4875878524035204 0.20311567003955133 0.11392142693512142 0.2138647325336932 0.87872698629507773 0.40646767801263184 0.3332311487397418 0.22031934186816204 0.46105339088535402 0.45351652330282377 0.27201974933268491 0.12501727417111375 0.45291849045315757 0.47087782378548582 0.24498453055275604 0.1651451060315593 0.16057612129225152 0.71897448587696999 0.20968120489851572 0.15405878508317983 0.23933414556085963 0.16328236443223332 0.72082141460850735 42.971374956999625 0.38048398013051954 0.99836026328557637 0.5943264928937424
leaf_count=16 19 12 46 30 11 6 4 22 15 54 4 14 29 118 2 16 78 11 5 83 45 40 12 4 6 18 2075 23 53 29
internal_value=0.000303033 -0.00888243 0.00151687 0.00197658 -0.047794 0.000535307 -0.00538923 -0.0129517 0.00299895 -0.010503 0.00591498 -0.0384316 -0.00384181 -0.00623676 0.0179752 0.00403999 -0.0246459 -0.0468109 0.00755449 -0.00363776 0.0101393 -0.0420075 -0.0769064 0.000948858 0.000339321 0.000700794 0.000100045 0.000526323 -0.0228769 0.0130561
internal_weight=55.3724 6.46323 48.9092 48.4574 0.451757 0.248641 6.16559 4.65793 2.86463 2.45817 1.97088 1.7933 0.91457 1.75056 1.50766 1.2938 0.84088 0.715862 1.47854 1.31339 1.15282 0.433841 0.48729 46.9698 46.068 45.8286 45.1078 44.9445 1.97317 0.97481
internal_count=2900 580 2320 2257 63 52 568 457 392 377 311 65 43 307 111 107 91 89 189 184 101 56 66 2227 2208 2204 2186 2180 105 52
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=13 13 16 12 5 18 13 7 9 3 6 6 19 5 6 16 19 9 0 15 5 16 0 7 19 7 15 16 13 16
split_gain=0.060171 0.196389 0.181245 0.140958 0.381669 0.133278 0.154398 0.132828 0.147579 0.201115 0.170557 0.132288 0.170824 0.126891 0.154866 0.206002 0.255335 0.225592 0.21072 0.307915 0.265185 0.373811 0.288233 0.280509 0.25481 0.272176 0.235394 0.180742 0.375194 0.18841
threshold=95.99139754765001 96.429616222950017 14.274966618900002 216.11788648010003 2.7861270712500006 14.708525021850003 73.376087754350024 21.725272673150005 38.559541491950007 73.962171626800014 2.7550643716500001 6.9451622726000011 13.051052998800001 13.264960807550002 10.715250360100002 13.534968349350001 11.850956171350001 54.761416764300009 98.615332683000005 23.304416445750004 16.579584939650001 15.444963882950001 97.32487278035002 24.199020305550004 12.651020723000002 25.256598800350002 24.857400662900002 17.844958270700005 106.00321562545001 18.384957008000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 10 -10 -9 12 -3 -13 -15 17 -17 -16 20 -20 24 23 27 -22 -18 -26 -21 28 -23 -29
right_child=1 11 -4 5 -6 6 7 8 9 -11 -12 13 -14 14 15 16 18 -19 19 26 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.052758214654698855 0.069411857043831543 -0.10370656457580932 -0.087394577804393775 -0.072968221907593722 -0.10127001859355914 -0.1017743258880161 0.095229799895125589 0.018231734834971806 0.05460840585482063 -0.056763886339913784 -0.10187263992094078 0.028524084297975871 0.003775938857132094 -0.046428157656923152 0.03558896067986779 0.050757332362179622 0.055865897692962588 -0.10318344122512886 -0.1033755301265817 0.042986857777096224 0.00093529886616704888 0.03329404498461485 0.06814199368002441 -0.10925462670895025 -0.053663603821433037 0.039428608784154523 -0.06852066177811994 0.04052454513675427 -0.085667831246266757 -0.00014770460997151725
leaf_weight=0.25501139509833581 0.41709408513270219 0.27733392974187054 0.29857316549168889 0.18568190911082672 0.43579565632990125 0.10524858001008386 0.22195028932765115 0.27543062737458957 0.85336721531712079 0.20017343189101666 0.20717062316543888 1.628865674138068 0.31675223053025547 0.70346620833151874 0.16978574529639345 1.0308664314106852 1.694202909828163 0.377818447294203 0.47561126464279257 0.47432262712391093 0.40070159368042269 0.43198643191135377 0.62906149902846564 0.54559206822887063 0.58239701762795426 0.68166754860430956 0.3150697861565277 1.1733358351593768 0.68633962758894995 38.873300521890997
leaf_count=71 22 91 66 37 275 99 9 54 91 30 52 91 34 51 16 48 34 90 58 27 34 25 24 16 19 29 43 60 142 1162
internal_value=0.000268691 0.00106965 -0.013409 -0.00534644 -0.0444105 0.00782361 0.0158745 0.0229176 0.0124695 0.0334476 -0.0333266 0.000515817 -0.0463995 0.00106367 0.000155379 0.000830462 0.00152631 -0.0601568 0.000445674 -0.0398147 0.00156014 -0.000443976 0.000963247 -0.0625955 0.0305151 -0.0034621 -0.00151908 -6.33431e-05 -0.0397153 0.00104396
internal_weight=54.924 51.8856 3.0384 2.73983 0.690807 2.04902 1.86334 1.75809 1.53614 1.05354 0.482601 51.4685 0.594086 50.8744 49.2455 48.5421 47.9945 0.547604 46.9636 1.265 45.6986 42.7403 41.794 0.946294 2.95827 1.26406 0.789392 41.165 1.11833 40.0466
internal_count=2900 2116 784 718 346 372 335 236 227 121 106 2094 125 1969 1878 1827 1721 106 1673 128 1545 1463 1413 50 82 48 70 1389 167 1222
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=7 7 16 16 4 16 16 8 16 6 16 10 2 9 9 0 16 8 4 6 16 6 5 2 3 4 12 0 2 0
split_gain=0.0609483 0.131334 0.122679 0.143008 0.144133 0.313998 0.122296 0.183301 0.227541 0.243618 0.166239 0.371853 0.351499 0.348777 0.284666 0.327664 0.342497 0.271437 0.190416 0.51049 0.501886 0.436511 0.506273 0.421959 0.224683 0.340804 0.178722 0.384051 0.25238 0.224476
threshold=26.752366550650006 26.452067539250002 11.934972090850001 13.039969506900002 310.49012963040008 12.644970430600003 14.524966034300002 7.943800736700001 13.534968349350001 11.060258421150001 15.919962772200003 72.953999827850012 187.77144079505004 191.87997069285004 199.21354841250005 97.32487278035002 15.474963812800002 3.0476216663000004 309.48890441440005 15.925372093750001 22.654947022900004 16.265380038000004 23.151456684850004 345.14327011615006 92.913112988300014 390.96858665540009 231.43584503760005 86.530713386650021 201.92500828480004 96.055920542800024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -5 -10 12 18 14 17 -8 -16 -17 -13 26 20 23 -21 -23 -20 -24 -26 28 -28 29 -12
right_child=-2 -3 3 6 -6 -7 10 -9 9 -11 11 13 -14 -15 15 16 -18 -19 19 21 -22 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.037060928771439509 -0.015792593917319138 0.038835548409677012 -0.10196768364517378 -0.10464782536928299 0.06371122795790686 0.082062102634405401 -0.048743297919990394 -0.095532175496688465 -0.057151054571914661 0.051638760152069342 0.00097338024720243206 -0.10109789793753104 0.061513946221087239 -0.10249496016556808 0.072255145681334357 -0.048833403290474309 0.048486159466734964 0.072312839830886919 -0.10890051840862845 0.066627011927180263 0.051353217457559733 -0.10207353597118476 0.078862584731633725 0.03100919788023751 0.019158279974544924 -0.09288542977788633 -0.01766081914461733 0.075222849920016571 -0.054241016175896883 0.039156320153854805
leaf_weight=0.86582216764349951 2.275703404225168 0.89811965050466724 0.19251989438634953 0.20423725467116927 0.70106474522617646 0.17884462102665566 0.84667349387564117 0.31926054265932169 0.32215156950405799 0.57013359578195377 33.019540089322618 0.13529750809902796 1.3701569201657546 0.6799326553591527 0.76891341346345177 0.86513853352516867 0.6213412918150425 0.27119097323156893 1.2363694037412631 0.87408053316175971 0.33223401335999359 0.53080282878363538 0.36676453053951252 0.26108317080070254 1.0904181152072849 0.36146723150454807 0.80402818168476986 0.99732793867588043 0.79476121598418004 1.6149894700210996
leaf_count=244 561 66 44 26 28 12 76 24 45 42 988 80 60 91 14 28 21 9 99 24 12 25 9 18 71 49 35 19 34 46
internal_value=0.000226525 0.000926305 0.000261278 0.00090332 0.0370293 -0.0133412 0.000116802 -0.0288483 -0.00943282 0.0123612 0.000973954 -0.000918934 0.0193306 -0.0586857 0.000698594 0.0192591 -0.0081543 0.014594 0.000565297 -0.0176497 -0.0598376 0.00629618 -0.016149 -0.084507 0.00892942 -0.00873657 0.00303758 0.0337646 0.0014753 0.00275383
internal_weight=54.3704 52.0947 51.1965 50.3307 1.07243 0.371365 49.2583 1.41578 1.09652 0.892285 47.8425 43.3703 4.47222 1.08642 3.10207 2.25539 1.48648 0.406488 42.2839 5.05322 1.82969 3.22353 2.34945 1.49745 1.81865 1.45189 37.2306 1.80136 35.4293 34.6345
internal_count=2900 2339 2273 2029 84 56 1945 137 113 87 1808 1609 199 180 139 63 49 89 1429 307 129 178 154 117 129 120 1122 54 1068 1034
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=6 8 17 6 19 6 17 5 18 0 5 5 8 9 3 16 16 10 16 16 18 13 17 18 7 16 19 18 3 17
split_gain=0.163675 0.241985 0.40677 0.275884 0.207946 0.182382 0.169553 0.211519 0.197123 0.228295 0.414862 0.364345 0.289705 0.260989 0.228829 0.191132 0.596006 0.498049 0.325146 0.34285 0.457569 0.767769 0.33979 0.609757 0.314449 0.404673 0.369866 0.507562 0.49758 0.303034
threshold=10.715250360100002 3.1475436881500003 239.21206428850002 8.1951914793500027 9.4507625164000029 11.175261108200003 219.29641589930003 17.369804050850004 17.108018746400003 98.615332683000005 14.232256078500003 16.222050829800004 7.7439566930000003 210.21807925850001 81.70761950055001 17.844958270700005 17.434959229500002 75.645146416450004 18.094957686100003 18.594956516900002 15.042884401850001 109.41218053485001 191.89151741935004 14.752187928300001 25.067667658500003 19.214955067100004 13.751109481500002 11.904475184000002 86.302194445500007 188.16174763880002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -2 8 -8 9 11 12 14 -11 -12 -7 16 17 -13 -17 22 21 -21 23 -20 25 -23 27 -27 -28 -30
right_child=5 2 3 -5 -6 6 7 -9 -10 10 13 15 -14 -15 -16 18 -18 -19 19 20 -22 24 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.0020040141749191587 0.0008987715825599955 -0.0018215321108417768 -0.0014608218748602706 0.0010775448551696171 3.6177375986981982e-05 0.00028452126753494481 -0.0020338993320415206 0.00012445350605182011 0.0010291121674934592 0.0010291806677985385 -0.0020392070667531442 0.00013322252534090571 -0.00087537713123201494 -0.00028193599812321784 0.0015579344007006083 0.0011874191890992357 -0.002146073987412591 -0.0018429975460426008 -0.001321908570412118 -0.0016356494504149546 0.0010045726983423 0.00082566841778754284 -0.0020482039789639517 0.0020634060883041017 -0.00099432526848166453 0.00047489415675196423 0.0013796025411410774 -0.0015983907007533279 -0.00021460261590013533 0.00017906705874160274
leaf_weight=0.1992135674408918 1.0382067123427976 0.85545551640643658 0.25486694212304428 0.46489094127900898 5.3593621684922255 1.1600994002073997 0.32902994781033967 0.3718600966676604 0.83196103718364511 0.79166608158266105 0.74411018344107993 4.8924821685168345 0.50163042719941586 0.57683557935524732 1.0191748626530168 1.0389617455075484 0.58602195565254067 0.54490689964586625 0.56813972652889677 0.99631990445777674 2.0913373841904095 2.9817198737000572 0.56499185446591582 0.31964826153125614 0.9819083757174657 0.75663959968369354 1.1672794092446555 1.1348952918197026 10.01344797790807 30.162936941080261
leaf_count=131 41 202 43 25 504 27 29 17 44 24 84 303 37 46 22 19 81 20 69 55 49 64 58 4 33 24 14 44 240 547
internal_value=5.29961e-05 -0.000229184 -0.000907568 0.000178707 -3.6941e-05 8.34197e-05 7.04222e-05 -0.000888776 8.08571e-05 6.84519e-05 -0.000498949 9.27763e-05 0.000290461 -0.00127184 0.000880055 6.35986e-05 -0.00026731 -6.4824e-05 0.000101364 7.95554e-05 0.000106685 6.7723e-05 -0.000859513 -0.000103025 0.00010368 0.000127007 7.88241e-05 -0.000769049 0.000117616 8.09499e-05
internal_weight=73.3 7.13379 1.57521 0.719758 5.55858 66.1662 65.128 0.70089 64.4271 63.5952 2.61424 60.9809 1.2933 1.32095 2.17927 58.8016 6.02341 5.43739 52.7782 51.7393 50.2865 48.1951 1.45278 0.887788 47.1988 46.2169 43.2352 1.89153 41.3437 40.1764
internal_count=2900 905 270 68 635 1995 1954 46 1908 1864 191 1673 61 130 49 1624 404 323 1220 1201 1070 1021 131 73 966 933 869 68 801 787
is_linear=0
shrinkage=0.00196078


Tree=826
num_leaves=31
num_cat=0
split_feature=9 9 0 3 16 16 19 4 4 7 12 2 2 2 14 10 19 16 7 17 2 15 0 3 2 18 16 2 16 9
split_gain=0.0544416 0.194007 0.251448 0.584268 0.225232 0.198099 0.24157 0.164389 0.150728 0.256459 0.218157 0.169141 0.104472 0.145711 0.127147 0.245011 0.156214 0.114203 0.10144 0.101283 0.0951675 0.0948652 0.0873786 0.229595 0.0829815 0.179677 0.20247 0.115753 0.141134 0.234514
threshold=207.37918994975004 212.35308743945004 88.576630023850015 88.396503329100014 18.934955721800005 18.684956306450005 12.851036860900001 214.97661128770002 190.68865001715002 22.638073512250003 184.58092739055004 166.57119979220002 195.12355368615002 184.66468190290001 316.51983546505011 64.071334164850015 12.951044929850001 14.479966139550003 28.297378269750002 200.83528241485001 156.90682228315003 29.712811603950005 94.776214472700005 81.266712367200014 325.75432260090003 13.954623666350001 22.604947139800004 308.2991537635001 11.934972090850001 41.133939724950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 -2 4 5 6 7 -4 9 -3 21 -12 13 19 -14 -16 17 -17 -18 -13 -9 22 -10 -24 27 -26 -27 28 29 -1
right_child=1 8 3 -5 -6 -7 -8 20 10 -11 11 12 14 -15 15 16 18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0062475293272710453 -0.087589094446169399 0.018976548401697158 0.046096625765920121 0.086815845233177508 -0.089058865149130903 0.05819261743879639 -0.10390162151053284 -0.076385966730126487 -0.034412762519541638 -0.084833263137938195 -0.071155590257490728 -0.042051912166657976 -0.047405857950050152 0.084448274109341692 0.049879783690036469 -0.048427786484208146 -0.088564693483962634 0.070534824093976212 0.0091388777109421629 0.041347142326968837 -0.0028843507440992487 0.082704845105995475 -0.047521855269563068 0.094321264216346401 -0.10511997359390937 -0.027789665905936484 0.1017409663980144 0.043655686587892734 0.0024735215648742487 -0.10141527860961752
leaf_weight=0.47955236457528272 0.55307210994942435 0.4873386526305693 0.36473999593363327 0.47812469862401474 0.57220197362767056 0.29346245108172286 0.35215736485406512 0.32466232300066622 0.18143133427656699 0.46510253474116325 0.31057536331354674 0.26717741886386681 0.54957867198390919 0.35651217035047011 0.75650688164751023 0.13081247331683699 0.38622839475465298 0.21063479201984592 0.14659806073177606 0.32005435386599856 0.3851048859905859 0.48997928030439653 0.17235786330547853 0.3377061866922304 0.22612394207544528 0.6672673799603217 0.14731635618954897 0.66696656385829456 42.554527322126887 0.3499680573081605
leaf_count=203 37 24 25 19 24 9 47 16 10 27 15 22 38 18 32 46 48 13 16 23 32 17 50 8 45 117 5 73 1633 208
internal_value=0.000243189 -0.00690802 -0.0260276 -0.013738 -0.0347111 -0.0166322 -0.0320235 -0.00846634 0.00450321 -0.0317166 0.0119764 -0.000773726 0.00622312 0.0340186 -0.00580784 0.00821084 -0.0278452 0.0249588 -0.0616832 0.00340242 -0.0365055 0.0490423 0.0251897 0.0463905 0.00165341 -0.0262563 -0.00436423 0.00231278 0.00167719 -0.0391746
internal_weight=53.9838 8.89212 3.32353 2.77045 2.29233 1.72013 1.42666 1.07451 5.56859 0.952441 4.61615 3.43468 3.1241 0.943744 2.18036 1.63078 0.874274 0.341447 0.532826 0.587232 0.709767 1.18147 0.691495 0.510064 45.0917 1.04071 0.814584 44.051 43.384 0.82952
internal_count=2900 616 209 172 153 129 120 73 407 51 356 271 256 63 193 155 123 59 64 45 48 85 68 58 2284 167 122 2117 2044 411
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=6 5 15 14 6 0 9 13 3 7 16 13 10 13 15 6 0 5 15 17 8 3 6 8 5 0 9 3 9 5
split_gain=0.198656 0.647468 0.401927 0.365215 0.848586 0.583275 0.39599 0.391856 0.373638 0.705404 0.359462 0.387866 0.982274 0.405037 0.373421 0.528007 0.278685 0.530861 0.941349 0.725092 0.509121 0.462819 0.576133 0.90399 0.541301 0.389796 0.366407 0.475362 0.351655 0.46538
threshold=14.835346625500001 17.671168838450004 38.469938489650012 169.50964292540002 14.515339148550002 96.811377277450006 199.82130058355003 109.51703040195001 84.431027586750005 21.510929955650003 18.764956119400004 104.27722550570002 71.090898343450007 104.02719889955002 28.321365561200004 14.355335410100002 87.181320254150009 19.915533535850003 31.385732506450001 199.55131508320002 8.4434108459500017 92.751805500450018 16.375382608200002 8.4434108459500017 25.763052016400003 86.692020874450009 201.78065190905002 93.356708579850007 203.31429194770001 21.269675393700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 10 -10 11 13 -13 -5 -14 -16 21 18 19 -18 -19 -3 23 24 -23 26 -24 -28 -22 -30
right_child=1 16 -4 7 -6 6 -8 -9 9 -11 -12 12 14 -15 15 -17 17 20 -20 -21 28 22 25 -25 -26 -27 27 -29 29 -31
leaf_value=0.001115654522035409 0.0014682299901646273 -0.0011434032649610458 -0.001354549594964168 3.2948489278386175e-05 -0.002359073264930376 -0.002238265210738691 0.0001422514223302482 0.00099960861222514095 0.00013121647660141819 -0.0017215606638482854 0.0011751809727743039 0.0019640266834871365 -0.002099042526954786 0.0010749819885818421 -0.0021003783884722183 0.00089328289600353506 0.0008024993185825317 0.0010148129139876001 -0.0012284388845047124 -0.000765423458813822 -0.00046727839228948996 -0.0023777543668459995 0.00017782618731633515 0.00066984985561571199 0.00025171391698774402 0.0011993042843110378 -0.0021098505131104972 -0.00018212764864616171 -0.00017608062300922562 0.0013617153195933378
leaf_weight=0.95296970249911073 1.3771648635156442 1.3372847742284673 0.90421209714986517 12.01840005122723 0.82596425572410215 0.5124697263818232 0.56469888752326369 1.5892927760723967 1.9552157404687016 1.3257328031759241 1.1268970570527006 0.43600564368534778 1.0351074771024285 1.6284601325169195 0.39532053581206117 0.53045996418222785 3.7520990734919932 5.2118876268214063 2.0664232885465026 1.6251289034262297 2.1189185120165348 1.2261834450455382 19.573669864028496 0.95702901037293475 0.39892246924864583 1.2485360652208317 0.59549493435770218 2.8245247976665269 1.5509089410770687 1.4773064365144817
leaf_count=20 23 26 57 1086 25 21 19 27 113 180 25 7 50 29 29 17 52 82 32 42 23 62 585 22 24 15 22 121 30 34
internal_value=6.80365e-05 0.000143475 -7.03827e-05 -2.37442e-05 -0.000683463 -1.7383e-06 -0.000990294 6.17434e-05 -1.11381e-05 -0.000617435 0.000104712 2.95239e-05 -0.000697937 0.000157293 -0.00128983 -0.00038505 0.000103784 0.000295811 -0.000103622 0.000328635 0.00058283 -1.76084e-05 3.85162e-05 -0.000841971 -0.00173229 0.0001323 7.43631e-05 -0.000517783 0.000145413 0.000574129
internal_weight=73.1427 47.3415 25.8012 24.897 2.8561 2.03014 1.07717 22.0409 20.4516 3.28095 17.1707 16.0438 2.39689 13.6469 1.96089 0.92578 45.9643 17.8027 7.44365 5.37723 10.359 28.1616 26.8244 2.58213 1.62511 24.2422 22.9937 3.42002 5.14713 3.02822
internal_count=2900 1195 1705 1648 85 60 40 1563 1536 293 1243 1218 103 1115 96 46 1172 295 126 94 169 877 851 108 86 743 728 143 87 64
is_linear=0
shrinkage=0.00196078


Tree=828
num_leaves=31
num_cat=0
split_feature=15 13 7 19 13 17 9 9 9 10 19 5 6 10 16 17 15 9 9 6 15 13 13 2 16 16 7 7 13 3
split_gain=0.0571701 0.217081 0.188589 0.0764574 0.39347 0.298975 0.310043 0.562461 0.461088 0.413711 0.35798 0.298237 0.287558 0.451247 0.298546 0.543774 0.539646 0.298084 0.515078 0.254789 0.234345 0.256117 0.486031 0.225173 0.216824 0.704778 0.541775 0.536712 0.243685 0.455477
threshold=46.574831689400007 117.61735474900001 23.539316666200005 14.451165964200003 114.65467388920001 188.16174763880002 196.57165974130001 201.2906445504 202.48520976110004 62.837331883000012 14.551174033150001 22.694406402050003 16.435384010100005 62.025417527550012 22.564947233300003 195.10209338440004 34.279674133750014 193.60452210450003 190.07378137140003 16.485385178400005 44.617051254100005 117.47217800995001 117.45604726115 135.10547220710001 20.394952307700002 19.974953289850003 23.031046061850002 23.425421956250002 109.57886493895002 86.130133125200004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 10 -8 -9 11 23 -10 20 17 15 16 -15 18 -14 -12 21 22 24 -7 25 28 -26 -28 -1 -30
right_child=1 2 -4 4 5 6 7 8 9 -11 19 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.0027132034283051543 -0.086092531837914293 -0.060749002639902544 0.04310379885302023 -0.058739799750808536 -0.027691403195005532 0.099610908167382925 -0.05340130253253849 0.091769408713590669 -0.097086204846467239 0.042418243748826953 -0.021661936424496459 0.0085197238924253262 -0.0014358066726167537 -0.068056056950284105 -0.070965794480022493 -0.089787056193851134 0.076980265046134366 0.027581298062450011 -0.1093039841754385 0.042853581589494337 -0.07080057298630156 0.032962421030417882 -0.10617172165701881 0.03616650215014551 -0.032711939941551423 -0.09072072282171062 0.099490828189764291 0.017946117499213689 0.076429992767127919 0.00077720748200032835
leaf_weight=17.87796197799755 0.36012398914317489 0.26494758901753812 0.51422960753552616 0.81969604309415345 1.5309656971949142 1.0826192758977398 1.3271963125152977 0.7653122674673799 0.52382979448884748 1.1956534055061636 1.1901350240223112 0.54629923118045554 2.7912545690321608 0.39137295042746723 1.9350647449609821 0.61403875184987544 0.74464723098208196 2.4256202387623489 0.52611508721020062 1.2604524414055047 0.42121777034480956 2.8338990821503094 0.41359128803014655 1.157523958594538 1.459395796060561 0.85112369083799322 1.0628275722265241 3.3550906841410324 1.1897428217343979 2.4035964987851912
leaf_count=1737 76 38 18 25 45 16 31 11 17 32 25 26 269 46 40 23 17 56 18 22 19 45 6 25 25 26 13 83 20 50
internal_value=0.000277209 -0.0218854 0.0077902 0.000756367 0.00800624 0.0131775 0.0200919 0.00088875 0.0246602 0.00199277 0.0379341 -0.0431745 -0.00124492 -0.0165866 -0.0438977 -0.013968 0.0270135 0.000938114 -0.0185431 0.0115214 0.00329385 0.0042863 0.00144618 0.066828 0.00302456 -0.00147479 0.0201134 0.0375635 0.00206292 0.0258256
internal_weight=53.8355 1.1393 0.779177 52.6962 11.3997 10.58 9.04902 4.35829 3.03109 2.26578 4.69073 1.07013 41.2966 9.42811 3.68512 1.75006 1.13602 5.74299 3.31737 2.45059 31.8684 31.4472 28.6133 2.24014 28.1997 22.3224 5.87731 4.41792 21.4713 3.59334
internal_count=2900 132 56 2768 275 250 205 117 86 75 88 43 2493 469 126 86 63 343 287 47 2024 2005 1960 41 1954 1833 121 96 1807 70
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=6 5 13 14 9 10 15 6 17 16 16 9 7 6 16 9 6 8 9 10 5 16 0 0 10 15 3 12 18 3
split_gain=0.237025 0.640715 0.295215 0.745328 0.677116 0.668139 0.559156 0.470276 0.458135 0.390391 0.280568 0.505748 0.566605 0.419782 0.405255 0.370966 0.33492 0.433682 0.394121 0.389634 0.299305 0.555325 0.734218 0.482379 0.647001 0.425851 0.298556 0.262171 0.255833 0.240244
threshold=14.815346158200002 17.671168838450004 107.97116697695002 161.53444867420004 200.41824001715003 70.085415002650009 27.471913688500003 14.135330269750002 187.85189879645003 18.714956236300004 15.919962772200003 191.87997069285004 22.372035319250003 13.475314848550001 17.654958715000003 205.88909726980003 11.060258421150001 3.2474657100000006 58.059373288650008 78.285212300550015 16.579584939650001 15.474963812800002 95.897301513100004 98.615332683000005 78.220689305400015 24.511023953300004 76.884525614550014 219.23896387120001 15.064837217800003 84.968719212850019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 -6 -9 10 16 12 13 -12 -13 -16 17 18 19 -1 23 22 27 -18 -25 -24 -26 -22 -21 -3
right_child=1 29 3 4 7 6 -8 8 -10 -11 11 14 -14 -15 15 -17 20 -19 -20 28 21 -23 25 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0020553154246869204 0.0014456760206942396 0.0012111177578934633 -0.0023350554904164223 0.0017289018107751709 0.00022780584830401959 0.0014816864043405156 -0.0020391236068466215 0.00065688149307213271 -0.0018337757727602746 0.0010007510214405896 -0.002042584074777178 -0.0020623643186936051 0.00095525990873656047 0.000918197668675482 -0.0020503236064700644 0.00026841726930299122 0.0010928849538634634 -0.0016319083673489707 0.0014232672926268873 0.001822793763749313 -0.00087372708945353619 0.0015238457176345521 -0.0021876914773933014 -0.0020910119559104535 -0.001239900998348483 -5.8231783794984359e-05 0.00060585575008626717 0.0012682278952964787 -0.00024938436602839798 9.2251138696081822e-05
leaf_weight=0.43743737711339381 1.4233594932593394 0.74987451994093035 0.72656005853786965 1.0743269602826329 1.126720051513985 0.28025504946708668 0.45494590618181974 0.34831210272386659 1.5363429582794195 1.466956412885337 0.56811881571775247 0.99681019768468138 1.3936680195038205 0.27237418154254556 0.37247164500877239 0.92168974806554615 3.1014160262420756 0.82979951122615592 0.57812917209230352 0.25079193757846985 0.30605536537768852 0.59055926027940575 1.0173840329516677 0.477456800930668 0.38701363431755487 0.55968690500594664 2.6034134267829359 0.77860833468730561 2.6442581846895337 45.927303641278741
leaf_count=45 24 12 23 16 32 2 38 13 83 34 64 95 96 10 23 45 47 224 18 6 60 13 44 30 47 19 101 33 431 1172
internal_value=6.81086e-05 0.000149744 -8.23303e-05 -0.000483722 -0.000204707 0.000743268 -0.000697008 -0.000774342 -0.00137347 2.60035e-05 -4.89115e-05 -0.000475367 0.000188428 -0.0010831 -0.0011227 -0.000398938 8.36092e-05 -0.000344419 -7.12251e-05 -0.000330494 0.000290198 -0.000196276 -0.00057792 0.000531039 2.85669e-05 -0.00143197 0.000366983 0.000663841 -6.98761e-05 0.000110226
internal_weight=74.2021 48.1005 26.1016 5.54746 4.8209 1.80953 0.735201 3.01138 1.88466 20.5541 19.0871 4.52513 2.23416 0.840493 2.29097 1.29416 14.562 4.74042 3.91062 3.33249 9.82159 3.25229 2.66173 6.5693 3.46788 1.57707 2.99043 1.08466 2.89505 46.6772
internal_count=2900 1208 1692 207 184 56 40 128 96 1485 1451 333 170 74 163 68 1118 724 500 482 394 169 156 225 178 63 148 93 437 1184
is_linear=0
shrinkage=0.00196078


Tree=830
num_leaves=31
num_cat=0
split_feature=6 15 12 18 18 10 5 5 6 16 5 18 7 8 5 3 0 0 7 0 5 5 19 15 2 19 7 3 10 10
split_gain=0.0516312 0.214296 0.103376 0.23518 0.192222 0.134777 0.115101 0.0933509 0.073354 0.112037 0.0842244 0.187638 0.157913 0.130261 0.0976359 0.297366 0.142818 0.325436 0.135647 0.416465 0.142094 0.195179 0.134171 0.215324 0.227567 0.191358 0.117282 0.198575 0.178239 0.316385
threshold=5.0951190466500007 17.382777826050003 235.75385747780004 16.480789591400004 17.327266398450003 90.740838818900016 7.7286379265000011 10.293758831600002 5.6401317807500009 16.554961287300003 11.848158554650002 17.248993197150003 20.696106785750004 7.1444245619500011 15.299679811400003 79.892910262550018 95.762878606550018 97.900202820250016 24.101221167900004 103.44649194340002 14.624842172000003 15.210950700600003 12.250988447150002 24.200063469100005 227.83308446245005 11.550931964450003 26.005367513800003 82.866344954800013 75.645146416450004 75.465019721650009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 -3 9 -2 11 12 -10 -13 16 -16 -12 -18 -19 20 22 -22 25 24 -24 -20 28 -28 29 -17
right_child=8 7 4 -5 5 6 -8 -9 10 -11 14 13 -14 -15 15 26 17 18 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.062528391950997284 0.086611270252489159 -0.10154884438350859 -0.10145256673450914 -0.10081362201802124 0.075860190863671448 -0.10087588254201448 0.1013300370483553 0.038523516955837354 0.043750558761979821 -0.0020282351325815687 -0.047309450600237279 0.048936341310026117 -0.10339277076511968 -0.071005183768704683 -0.082869348345815733 -0.00052615225655191307 0.088172798818737894 0.084220188039312152 0.012165073107176851 -0.10163491259490028 -0.084191383853700522 0.032509225907193781 -0.10296390931413624 0.052746319106129883 0.035287623425425248 0.08266680241899084 0.069737816198236643 -0.020039013265669477 -0.044614845173159792 0.06825481843086019
leaf_weight=0.48732677462248719 0.25063349616175301 0.33542085431690782 0.21342262710095383 0.1076105976285362 0.1891558759380132 0.11368933454468788 0.037415437400341034 0.055443376360926777 0.090775961056350662 0.33080258418340236 0.33938439935445686 0.32993060738954227 0.37109820805653726 0.12479710557636281 0.43280614573450193 42.786538275028988 0.60168165620416392 0.22267064236803014 0.86323016591632151 0.33791453915910086 0.30417813124950033 0.27098970266524702 0.30117266520392139 0.36562698881607503 0.19690049928613007 0.6949082478240598 0.61598527966998406 0.41060341824777424 0.89174980762618261 0.67939278145786275
leaf_count=35 19 186 53 125 16 117 1 7 2 25 13 48 65 80 66 1612 14 12 55 80 34 10 43 17 10 29 26 35 47 18
internal_value=0.000325285 -0.0177219 0.0040423 0.0329835 -0.0270553 0.0196091 -0.0508072 -0.0816798 0.000861502 0.0361807 0.000460665 -0.0295799 -0.0744735 0.0160192 0.00100791 -0.000372408 0.015066 0.0201556 0.00865213 0.0036065 0.0154725 -0.029208 0.0260838 -0.00553003 -0.0483097 0.0436079 0.000414322 0.0338299 -0.000359029 0.000548926
internal_weight=53.3533 1.53948 1.14862 0.594937 0.553683 0.340261 0.151105 0.390864 51.8138 0.581436 51.2323 0.916602 0.461874 0.454728 50.3157 45.8171 4.49866 4.15927 3.55759 3.33492 2.99701 0.575168 2.42184 0.8637 0.498073 1.55814 45.3843 1.02659 44.3577 43.4659
internal_count=2900 540 347 160 187 134 118 193 2360 44 2316 195 67 128 2121 1804 317 304 290 278 198 44 154 70 53 84 1738 61 1677 1630
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=7 12 7 10 17 18 3 2 17 12 17 17 7 9 18 6 17 9 8 6 7 19 7 7 15 16 7 6 5 12
split_gain=0.134564 0.248919 0.209946 0.205362 0.127623 0.25148 0.721854 0.51583 0.717902 0.334613 0.52272 0.563077 0.513963 0.591666 0.336345 0.232056 0.34503 0.291263 0.231311 0.249683 0.34383 0.59765 0.584753 0.4651 0.581521 0.324362 0.303078 0.234182 0.648446 0.333438
threshold=27.952168727600004 319.87149966510009 28.359442781600002 90.740838818900016 187.98346801990002 13.278511569200001 93.249170254600017 108.54085696455002 189.37128582595003 114.86856072930001 194.58701840130001 199.55131508320002 23.669449516850005 202.13708171315002 13.987466292050001 7.305170684150001 182.28951942140003 54.761416764300009 9.0429429770000009 16.575387281250006 23.124786352450005 14.251149826300002 22.862300195000003 22.660992635700001 23.584170344250001 22.694946929300002 23.147601011700004 16.485385178400005 22.120912517600004 148.24135922650004
decision_type=2 2 2 2 2 2 2 2 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 15 6 -6 -8 -9 10 -7 14 -13 -14 -12 16 -1 -17 19 20 21 23 -23 24 -11 26 -22 29 -29 -28
right_child=1 -3 3 -5 5 9 7 8 -10 18 11 12 13 -15 -16 17 -18 -19 -20 -21 25 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=5.2951707107932573e-05 -0.0019989486366617129 -0.0019909575126267169 0.00073181660094809526 -0.0019689097861985789 0.0015649171678777057 -0.0012189270477604365 0.00071440463521128697 0.00041591404060030266 -0.0016909254116259118 0.00068248305468775899 0.0015173250149685086 -0.0023726936491844223 0.0011177725515681414 -0.0013086213210985241 -1.6078677721013397e-05 0.00086432688088603491 -0.0020876963013341941 -6.721699202125773e-05 -0.0010013901249286325 0.00097431019890457655 0.001663191796516884 0.00020490845626585269 -0.0018986063843035915 0.001607704605703236 -0.0023933508312786594 0.0015253225013274428 0.00068137231072727862 -0.0017703376899665508 0.00033869704716515779 9.8812737599192379e-05
leaf_weight=0.65238380690061848 0.178386917701572 0.34102609437468334 0.74015939550008625 0.12679069254772912 1.7627011733129609 1.8406816502392747 2.658153454773128 1.3934836377411559 1.1228813023662949 0.65891863772413051 1.0590895377099516 0.5279878084547821 0.75003791786730267 0.79689823545049876 1.144024353881832 1.3943220897344897 0.52040875358215999 17.321091392688231 0.65464298194274206 1.4395578681796894 0.52082802541554585 0.82047856657300178 1.334486296334944 0.75330284831579764 0.36846984579460695 0.70883344206958909 4.6768120897468242 0.88097222649957929 1.5407103967736473 19.642191133771121
leaf_count=82 42 99 50 172 24 56 41 40 51 29 13 11 15 37 28 58 84 843 35 25 6 14 39 21 29 19 148 23 30 736
internal_value=6.83306e-05 -0.000536319 -6.17646e-05 0.000336838 8.08524e-05 0.00013651 0.000481222 0.00011206 -0.000524224 7.6904e-05 -0.000345217 3.07078e-05 -0.0007023 -0.000132175 0.000721065 -5.08358e-05 -0.000896928 2.18421e-06 0.00015287 0.00017553 0.00013949 -0.000403142 -0.00109772 0.000437421 -0.000420656 0.000215843 0.000181795 0.000152942 -0.000428539 0.000210845
internal_weight=68.3307 1.38636 1.04534 0.86695 66.9443 47.0561 6.93722 5.17452 2.51636 40.1189 6.11872 4.27804 2.07492 1.54694 2.20311 19.8882 1.17279 18.7154 34.0002 33.3456 31.906 3.93566 2.15496 1.78069 1.02739 27.9703 27.2615 26.7407 2.42168 24.319
internal_count=2900 363 264 222 2537 1470 156 132 91 1314 160 104 63 52 41 1067 166 901 1154 1119 1094 132 53 79 58 962 943 937 53 884
is_linear=0
shrinkage=0.00196078


Tree=832
num_leaves=31
num_cat=0
split_feature=7 3 16 5 15 19 5 15 7 10 5 18 18 2 13 7 16 0 18 17 5 19 16 19 2 18 18 3 9 6
split_gain=0.0534831 0.226172 0.174975 0.136924 0.145329 0.164011 0.160306 0.129497 0.119291 0.325677 0.431035 0.208906 0.34803 0.152925 0.11923 0.221929 0.118407 0.333461 0.598403 0.443664 0.509889 0.274673 0.248276 0.726412 0.681509 0.455288 0.512434 0.381325 0.256761 0.221391
threshold=20.778835947700006 94.92945658615001 22.764946765650006 20.884258922850005 35.054707749500004 13.851117550450002 22.553892743650003 42.914654887700003 22.087764922150004 72.026481772850005 22.553892743650003 12.868666868750003 12.903279561150002 50.734033752200013 106.00321562545001 19.468732114900003 22.624947093000003 85.939252597950016 13.064341268650002 188.73286619890004 21.964328598750004 14.251149826300002 22.554947256700004 14.451165964200003 173.78410684300005 13.512826932300003 13.373311100250001 93.168516510700016 197.58039077460003 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=3 2 8 -1 5 6 -5 -3 9 10 13 -10 -13 -2 -8 -16 17 19 -19 -14 -21 -18 25 24 -24 26 -20 29 -26 -27
right_child=1 7 -4 4 -6 -7 14 -9 11 -11 -12 12 16 -15 15 -17 21 18 22 20 -22 -23 23 -25 28 27 -28 -29 -30 -31
leaf_value=0.057119618292472418 -0.014693732112657638 -0.074620936479951758 0.048243534244628739 -0.10382409168469031 0.066718730672884571 -0.077972766685196399 0.062685546955350391 -0.0023224009769716252 0.048057147211252586 0.054818292756294774 0.05523968729033138 -0.088453362440571476 -0.09723743820036472 -0.094257035864207167 0.015388070647992037 -0.1017943381516665 -0.042465529462671028 0.096379633642926482 0.0084149084769073231 0.09384303793569744 -0.055705030445950293 0.017305860848592196 -0.10199872671234507 0.024817340132207998 -0.052800936023659477 -0.0025872925458716111 0.091540578021214125 -0.10779376775003553 0.013870205286081169 0.043886102319205395
leaf_weight=0.57702684943069416 0.33128073718398698 0.63715337924872872 0.75769027741625805 0.12723125801130741 0.30997834098525334 0.27933376127111831 0.37029064694797842 0.40535481204278767 0.91834613579703628 0.41173467018052168 0.3354747275225235 0.44167085937806305 0.8321322892934393 0.89212722839420167 1.113484602944254 0.18905846994312003 0.85410223465987467 0.63814998976886173 2.0945871554722575 0.37351090647280216 0.58518015052140981 7.7005381456838222 1.3996568908914917 2.2821126884664409 0.99308729212498326 23.351818247572744 1.1480769123882053 0.33609659224748512 1.3807612741366027 1.0721247525070783
leaf_count=43 7 87 18 22 8 53 29 16 20 31 14 11 26 73 144 97 27 14 35 7 52 215 22 41 23 1675 19 14 34 23
internal_value=0.000353464 -0.00041794 0.000560086 0.0134007 0.00284276 -0.0066793 0.00438401 -0.0465093 -0.00018681 -0.0242842 -0.0451769 0.000836569 -0.000116848 -0.0727125 0.012614 -0.00162045 0.00074936 -0.00173326 0.00043862 -0.0438125 0.00255966 0.0113382 -0.00135902 -0.0197192 -0.0466536 0.00261138 0.0378459 -0.00200306 -0.0140213 -0.000547275
internal_weight=53.1392 50.1728 49.1303 2.9664 2.38938 2.0794 1.80006 1.04251 48.3726 1.97062 1.55888 46.402 45.4836 1.22341 1.67283 1.30254 45.0419 36.4873 34.6965 1.79082 0.958691 8.55464 34.0583 6.05562 3.77351 28.0027 3.24266 24.76 2.37385 24.4239
internal_count=2900 2504 2401 396 353 345 292 103 2383 125 94 2258 2238 80 270 241 2227 1985 1900 85 59 242 1886 120 79 1766 54 1712 57 1698
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=9 9 0 10 16 12 10 10 4 7 12 2 19 3 17 15 13 0 0 0 15 15 9 18 13 2 5 16 17 7
split_gain=0.0513513 0.163281 0.213667 0.508727 0.298772 0.177596 0.281656 0.231104 0.127716 0.220554 0.190358 0.144333 0.10834 0.136898 0.0987123 0.0883047 0.383953 0.480168 0.349493 0.341328 0.269068 0.299726 0.281154 0.257691 0.725106 0.592873 0.226467 0.250187 0.421523 0.527685
threshold=207.37918994975004 212.35308743945004 88.576630023850015 67.004441985200017 18.934955721800005 98.183360147100004 70.284360904350009 80.468240302450013 190.68865001715002 22.638073512250003 184.58092739055004 166.57119979220002 13.551093343600002 81.430708313150021 203.77077094980004 28.566186095050004 109.57886493895002 95.762878606550018 93.910530954700008 93.442739239950015 27.008040895250005 26.557525034400005 196.26893085885004 14.405580508350001 113.85351336640001 84.67958245200002 19.812684199800003 22.554947256700004 195.76335783930003 23.031046061850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 -4 5 -5 -7 14 9 -3 12 -12 13 -10 -8 20 17 18 -17 23 21 -1 -22 24 25 -18 -26 28 29 -28
right_child=1 8 3 4 -6 6 7 -9 10 -11 11 -13 -14 -15 -16 16 19 -19 -20 -21 22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0040495076820697981 -0.083747104926197441 0.017784879497807628 0.073011950932922537 0.060654542654124954 -0.109134746815798 0.084390979823541948 -0.094997479681296501 0.037975033003283837 -0.001089041887216114 -0.081244202595456116 -0.067095771175012572 0.0054330759192687131 -0.0073732102590699511 0.089870241162110509 -0.028387422904657789 -0.0086247915962939289 0.0030005646072530263 0.032003382114518607 -0.10684903987305322 0.065899486245759406 -0.0058356318406480789 -0.10803433662595747 0.062533742211319784 0.05303463671102876 0.046623047401683916 -0.098553111828319773 0.0062828006196175464 -0.0047579323514637109 -0.017377443881986778 0.083664265385071934
leaf_weight=10.834495651834455 0.51583032259077155 0.46116823911870586 0.54137280117720399 0.25399523501982946 0.43855796579737205 0.18552239425480355 0.60110882540902799 0.24819595496774127 0.22832636573093601 0.43898008926771581 0.30173464116524007 3.0259210567419359 0.27733047242509201 0.60098257203935646 0.35320881105144508 0.56832471839152565 1.0080109508708219 0.63231210921367154 0.99898413664777763 0.80757182603701849 0.95116833136671575 0.24395412841113362 1.6360584086505694 0.88429088215343554 1.1503392662853027 1.3378490889444945 2.0175213520724387 17.370476010450147 1.9836340527981517 1.5647238329984245
leaf_count=1339 37 24 23 13 20 5 49 30 50 27 15 256 14 21 32 25 21 29 95 14 58 22 34 21 20 25 74 457 31 19
internal_value=0.000315205 -0.00681382 -0.0249148 -0.0133404 -0.0358095 -0.0162256 -0.0302938 -0.0479872 0.00383342 -0.0305092 0.0108049 -0.00114347 0.0467334 0.0648272 -0.070344 0.00168823 -0.0013195 -0.0415554 -0.0712318 0.00182736 0.00836235 0.00158135 0.0373984 -6.68125e-05 -0.0018433 -0.0549157 0.00332555 0.00115402 0.0196046 0.040083
internal_weight=52.462 8.47224 3.13779 2.62196 2.08059 1.64203 1.38804 1.20251 5.33444 0.900148 4.4343 3.32766 1.10664 0.829309 0.954318 43.9897 30.324 2.19962 1.56731 28.1244 13.6657 11.0784 2.58723 27.3168 26.4326 2.34586 24.0867 22.9364 5.56588 3.58225
internal_count=2900 616 209 172 149 129 116 111 407 51 356 271 85 71 81 2284 831 149 120 682 1453 1361 92 668 647 46 601 581 124 93
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=7 2 7 10 15 13 5 14 19 10 10 8 15 6 6 5 17 10 4 18 16 15 5 18 17 19 15 9 17 15
split_gain=0.123044 0.212455 0.18116 0.203595 0.123486 0.358568 0.150667 0.135606 0.148777 0.548933 0.531049 0.754909 0.970227 0.584794 0.504469 0.637238 0.912801 0.452689 0.394866 0.669711 0.639545 0.467286 0.392937 0.377323 0.503186 0.294445 0.284404 0.614792 0.596285 0.561929
threshold=27.952168727600004 297.58713971970008 28.359442781600002 90.740838818900016 46.574831689400007 117.61735474900001 25.556820288350004 462.66931228825007 14.451165964200003 64.434276012450013 62.837331883000012 8.4434108459500017 38.842471172100005 16.425383776450001 16.465384711100004 22.120912517600004 186.67336014325002 61.971648364950006 261.57690773345007 13.021216158500001 22.574947209950004 41.403124198950003 23.151456684850004 13.24392582145 197.32790877840003 14.351157895250003 40.128253618400009 202.48520976110004 190.94194574995001 39.104631750950013
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -7 8 14 10 11 13 -13 -10 26 16 -16 -15 19 22 21 -20 -17 -14 -25 -18 29 28 -28 -1
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 -12 12 23 17 15 18 25 -19 20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00011012191253651379 -0.0019948834352319709 -0.0019863278041058253 0.00076050908025279077 -0.0019712590727220189 -0.0017069196376230812 -0.00063154447939538639 0.00072538773587025479 0.00099975968876356812 -0.00029378227891952428 -0.00088079529973425052 0.0011867037097172575 -0.0013859127351729995 -0.00059334758161395181 0.00019411065931986555 0.00024063954731591214 -0.0022145308778449171 -0.0022857707750479515 0.0014508053974273546 -0.00037551144325145619 0.0012521485132963855 -0.0013977354948373263 0.0021558755235379589 3.2064651502085384e-05 0.001434304777696958 -0.00030247292626232951 -0.0010167962367883835 -7.2769845986070104e-05 0.00065234909005461902 -0.0016964678619521005 0.0011611797458216725
leaf_weight=36.087336193313604 0.15971050659572827 0.30571527162828716 0.62775768627761863 0.12593349351845973 0.58913842572292097 0.55264805183105614 0.73037924934760667 0.5974769648810242 1.8719149250537173 1.5675479404162604 2.3880196204408994 2.1327572609297931 1.3345525579061361 1.7209497373551128 1.6142853847413769 0.35887714335694942 1.3154886746779084 3.0644099146593362 0.81651908195271994 1.911926371292793 1.5366759416647253 0.42697597108781338 1.8035499505222103 1.4921580418595115 1.124828577507287 1.5099012784194201 1.9784827308030792 1.6878522819315547 1.5514468478504566 2.0676875768695018
leaf_count=1530 41 107 48 167 76 27 29 44 26 29 36 45 32 27 24 8 25 33 68 35 40 3 207 24 22 17 30 43 30 27
internal_value=4.63779e-05 -0.000571468 -9.79153e-05 0.000304061 5.65796e-05 -0.000440573 0.000140906 6.95136e-05 6.17253e-05 0.000223719 0.000338156 0.000179122 -0.000320117 0.000635392 1.22469e-05 -0.000356871 -0.000935588 0.000998863 1.79633e-05 0.000406715 -0.000551754 0.000493685 -0.000340781 0.000255122 0.000687806 -0.00160762 0.000108365 -0.000320996 -0.000786405 0.000167081
internal_weight=75.0529 1.21912 0.913402 0.753691 73.8338 1.87217 1.28303 71.9616 71.3641 16.6971 15.1296 12.7416 6.0843 6.65727 54.667 11.2942 4.43968 4.78536 6.85452 4.07435 2.78017 1.2435 2.16243 3.95154 2.61699 2.82539 43.3728 5.21778 3.52993 38.155
internal_count=2900 363 256 215 2537 132 56 2405 2361 274 245 209 123 86 2087 427 66 60 361 250 111 71 215 78 46 42 1660 103 60 1557
is_linear=0
shrinkage=0.00196078


Tree=835
num_leaves=31
num_cat=0
split_feature=5 5 17 10 3 0 0 3 9 18 17 9 6 10 9 3 7 15 9 5 8 7 19 6 5 6 6 16 10 18
split_gain=0.197821 0.331314 0.264055 0.277123 0.160318 0.145454 0.299181 0.313349 0.733123 0.38884 0.567935 0.402486 0.27262 0.260628 0.45977 0.420455 0.599047 0.322394 0.306579 0.538257 0.323329 0.257352 0.251168 0.236175 0.963939 0.789442 0.449269 0.280682 0.431897 0.266685
threshold=7.7286379265000011 5.2595069053500012 201.37020668845003 90.740838818900016 73.41103771005001 85.716110573100011 85.807518149550006 93.58791597905001 194.46727572990002 13.278511569200001 184.59783591905003 195.07922778810004 16.455384477450004 61.917879202350001 187.38923140910003 93.932038619750017 19.617375644250004 43.376643616500012 191.62448690950001 28.372909273050002 8.2435668022500028 19.152455927400002 14.451165964200003 16.455384477450004 22.963361893800002 16.565387047600002 16.445384243750002 22.654947022900004 62.106071271500007 13.685220395000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 13 -7 9 22 10 -8 12 -12 17 15 -15 -17 18 20 -20 21 -2 -9 26 25 -25 27 28 29 -11
right_child=5 -3 -4 -5 -6 6 7 8 -10 23 11 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012592685476627099 0.00011780602209740224 -0.001984229828100276 -0.0019868784795521407 -0.0019827849497780908 -0.00022130223396466827 0.00076676556875247413 -0.00036626824813299348 -0.0019562740949529717 0.00079275796218161536 -0.0015045700069973155 0.0016169186069167258 4.4676522572451088e-06 0.00060057289935596639 0.00099548270025294873 -0.0014281301671861882 0.0016047881842268512 -0.0016600641653726216 0.00094130821531820345 -0.0022199135756231772 0.00039185730312316406 0.0010957897705960896 -0.0014636796370863 -0.00047977815503961454 -0.0016010126819562794 0.0008828644987495495 0.00018390434256151188 0.0019802685331482849 0.0008340454480913217 0.00012720117105910603 -9.2654878107020362e-05
leaf_weight=0.64772483886917986 1.8609518597941122 0.45430032604781434 0.2373814179918553 0.18288795973967342 0.49687448338227114 2.8791926922276607 1.8935651308711374 0.96716592929442347 1.0374170907161895 1.0299070813343854 2.406114473938942 1.5029771523550151 1.7546571679413316 0.95198226347565729 1.3618560825925667 0.29530225822236367 0.80529615602426929 1.4436232943553475 0.6316953699570147 0.5836991909891367 1.0349922794848678 0.50240044102247328 0.81724560912698507 2.2380724147660653 1.8333330224268136 1.6587460257578639 0.50218933261930843 1.9623181913048018 32.182280240560431 1.0274138303939251
leaf_count=35 175 192 107 141 42 41 49 26 31 19 34 26 22 15 106 8 82 35 35 17 17 90 19 52 32 31 5 45 1350 21
internal_value=9.43235e-05 -0.000510117 -8.21637e-05 0.000258438 0.000616548 0.000113053 0.000151256 0.000117701 -0.000518004 0.000153584 0.000563355 0.000874157 0.00118831 -0.000111578 -0.000544796 4.12827e-05 -0.00078407 0.000132619 -0.000120417 -0.000965598 0.000181857 -0.000218386 -0.00128005 8.06058e-05 -0.000289617 -0.000841233 0.000138404 0.000112854 7.15213e-05 -0.000799468
internal_weight=67.1836 2.01917 1.56487 1.32749 1.1446 65.1644 55.6926 52.8134 2.82183 49.9916 7.55731 5.66375 4.16077 9.4718 3.41444 2.05258 1.1006 6.05736 4.61374 1.21539 3.39834 2.36335 1.78441 42.4343 5.73015 3.89682 36.7041 36.2019 34.2396 2.05732
internal_count=2900 517 325 218 77 2383 1803 1762 76 1686 131 82 56 580 211 105 90 369 334 52 282 265 45 1555 115 83 1440 1435 1390 40
is_linear=0
shrinkage=0.00196078


Tree=836
num_leaves=31
num_cat=0
split_feature=7 12 7 10 18 17 16 19 7 5 15 16 16 6 9 6 4 16 3 15 18 16 16 6 5 9 12 13 9 2
split_gain=0.052645 0.147703 0.135483 0.111 0.084315 0.104508 0.0878581 0.164853 0.13858 0.0975424 0.0868828 0.13529 0.135109 0.240222 0.308282 0.26599 0.168694 0.146296 0.172057 0.173778 0.120261 0.280789 0.870369 0.205309 0.495604 0.381611 0.295262 0.559116 0.328703 0.295277
threshold=27.952168727600004 319.87149966510009 28.359442781600002 90.740838818900016 17.140917755100002 181.49225329600003 11.934972090850001 10.650859343850001 22.765858321950002 3.8036965379500001 17.382777826050003 14.274966618900002 14.479966139550003 11.260263094250002 67.42174726750001 11.060258421150001 331.95656290250002 14.694965636800001 79.47351079420001 23.304416445750004 15.312071772700003 15.689963310050002 18.714956236300004 14.835346625500001 17.671168838450004 203.83507631320003 130.74068757200004 107.37432927200003 199.21354841250005 220.59538940565002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 7 8 -1 -10 11 -8 13 15 -15 16 -12 -14 19 -19 23 -22 -23 25 -25 26 27 28 -20 -28
right_child=1 -3 3 -5 5 -7 10 -9 9 -11 12 -13 17 14 -16 -17 -18 18 20 -21 21 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.051228739347033897 -0.10129118394345649 -0.10096287865863128 0.038128940559981894 -0.10024651887802859 -0.059871206713572482 0.033973479396153437 0.042175072689312233 -0.10139644368514983 0.06947052418723379 -0.1012948358311139 -0.1024023355194541 -0.040934711500827017 0.045984445519174577 0.039742173026902153 -0.10416681838531852 0.096045997615087864 0.016370090108612442 -0.10296101254822715 -0.034538580417813464 -0.0032359746804124286 0.057798723331400494 -0.095371136228789566 0.048053647150820798 0.075984487449081692 0.00094543169911244843 -0.049883046627891482 0.035322825933999234 -0.085702042679131785 0.051274668918102978 -0.054685022618509362
leaf_weight=0.24402805396721206 0.11122772285307192 0.19401476592247491 0.45126706596056465 0.066514826044112851 0.13103398271868982 1.2573683043447088 1.0321018205722783 0.24393322165701647 0.043266199412755668 0.14743172430371487 0.19791199508472235 0.24174466812473827 0.70894134292029676 0.19924495223676786 0.58863059639770654 0.24790488567668945 0.30214719712967053 0.32200887362705444 0.88428782122718919 0.38206471405283082 1.2002026108384591 0.6677474126627202 1.1549084346042944 0.90386941144242783 33.54900125059703 2.241537896097725 2.3993152488037599 0.96477149944985274 0.90135324629954994 0.42975974524597393
leaf_count=30 42 99 50 172 51 147 73 108 4 74 50 34 29 14 74 9 24 50 53 43 39 94 38 15 1097 130 136 45 16 60
internal_value=0.000407146 -0.0246848 -0.00115727 0.0203531 0.000807469 0.0251166 0.000135115 -0.0356012 0.00131785 -0.062551 0.000624877 0.0264029 -5.5749e-05 -0.0292397 -0.0677738 0.0113505 -0.0306373 0.000903835 0.000209075 -0.0488453 0.000971556 0.0202404 -0.00449139 -0.000406293 0.00291408 -0.0150331 -0.0010322 -0.024363 0.0087781 0.0216499
internal_weight=52.4095 0.823024 0.62901 0.517782 51.5865 1.3884 50.1981 0.678659 0.434726 0.190698 49.5195 1.27385 48.2456 1.53584 0.787876 0.747964 0.500059 46.7098 46.0008 0.704074 45.2968 3.02286 1.82266 42.2739 34.4529 7.82103 5.57949 2.75041 1.78564 2.82907
internal_count=2900 363 264 222 2537 198 2339 216 108 78 2123 107 2016 171 88 83 74 1845 1816 93 1723 171 132 1552 1112 440 310 114 69 196
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=6 6 0 18 3 3 5 9 9 2 9 5 10 10 0 8 17 0 15 18 5 5 9 8 19 9 0 6 13 10
split_gain=0.191869 0.545435 0.288314 0.467279 0.511377 0.45299 0.52171 0.414347 0.599963 0.508319 0.480179 0.356187 0.330325 1.10706 0.645875 0.602636 0.522229 0.473128 0.305443 0.40972 0.290613 0.345839 0.651985 0.901796 0.471309 1.00055 0.45067 0.350279 0.457805 0.38735
threshold=13.665319288000001 13.775321858200002 94.047642319350018 13.809421053700001 84.968719212850019 86.302194445500007 18.483418961650003 206.08249486475003 213.24207352880003 161.80523719825001 202.89977928865002 18.152162791050003 66.318885161900013 65.727424373200009 90.837623311600012 8.1436447804000007 194.30849344835002 89.99344745865001 23.969938375100003 14.767724047450001 19.500380888400006 21.197160116700001 196.26893085885004 8.6432548896500023 14.451165964200003 192.53043113735001 87.29692395375001 16.355382140900002 115.63864956495001 62.197478847950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 7 6 -3 10 -9 -10 18 -7 13 17 -14 -16 -17 20 -5 -20 -13 22 24 -24 25 -22 27 -23 -29 -30
right_child=1 2 3 4 -6 11 -8 8 9 -11 -12 12 14 -15 15 16 -18 -19 19 -21 21 26 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00013854791583793309 0.0013020889864867058 0.0014006837042269574 0.0015671799900873421 -0.0011021046081918558 -0.0016585243922919986 -0.0010530841581542205 -0.00028192081664998989 -0.0016820053687418616 0.0013010098115330629 -0.0013319193027765044 0.0011580392182406261 0.0012301782433707398 0.0014227381809389648 -0.0020998757112541985 0.0010952889823479697 0.00039351895956851838 -0.0019000759758738095 0.0015213634905787872 -0.00078125916478430206 0.0010279709140912166 -0.0015312776369192373 -0.00068692165230882876 -0.0017981040383113927 0.00027069546690586249 0.00078392104456744341 0.00083427250506402342 0.00075567342860867514 -0.0012607841279363746 0.00013267926415626961 0.0013755886856331469
leaf_weight=13.151423303896079 1.4721248545683909 2.2013272354379292 0.51554596424102594 1.037711645010859 1.0154023760696871 1.0058992432896037 1.0447026064503004 1.364078969912953 0.69446923024952389 0.47455746278865263 1.3734423576388506 0.83145472407340903 2.1121960156870037 0.8853112958240662 1.065646493341774 0.71864376682788111 0.8139600248541683 0.90192483738064666 0.87372218308155414 1.0712958606891332 1.4422117164358481 2.1982275417249246 1.9990356160560625 1.3620356381870804 2.4065234549343586 1.313540795817971 4.1991815629880866 0.86646644049960997 19.418609664677209 1.0143738438637218
leaf_count=1334 34 32 5 20 70 19 31 66 21 33 29 12 51 15 12 12 28 16 31 25 24 115 33 21 30 17 63 153 533 15
internal_value=7.51769e-05 0.000123896 9.30459e-05 -0.000241511 -0.000359474 0.000151978 0.000859154 -0.000168009 -0.000798604 0.000232192 0.000198682 0.000100458 0.000127102 6.76307e-05 0.000617459 -3.7177e-05 -0.000824601 0.00011819 -0.000243069 0.000215246 8.40337e-05 5.77234e-05 -0.00028766 -0.000959747 0.000149924 -0.000403728 0.000164011 5.82769e-05 0.000135186 0.000194382
internal_weight=70.845 57.6936 56.2215 8.42023 7.90468 47.8013 3.24603 6.88928 2.53311 1.16903 4.35617 44.5552 43.5493 38.8389 4.71045 2.59825 1.5326 37.9536 2.98273 1.94502 37.0517 36.2202 8.52335 3.36107 5.16228 2.75575 27.6969 23.4977 21.2994 20.433
internal_count=2900 1566 1532 300 295 1232 63 225 120 54 105 1169 1150 1047 103 52 40 1032 76 56 1016 1004 125 54 71 41 879 816 701 548
is_linear=0
shrinkage=0.00196078


Tree=838
num_leaves=31
num_cat=0
split_feature=9 19 9 12 12 9 9 7 4 8 14 14 4 17 8 17 8 8 15 9 18 2 6 13 14 8 2 15 6 3
split_gain=0.052532 0.066031 0.108461 0.0903779 0.100164 0.211786 0.340544 0.21717 0.200908 0.220922 0.18181 0.133742 0.316159 0.18833 0.143635 0.198027 0.135595 0.183643 0.511219 0.661609 0.490685 0.576277 0.461862 0.436629 0.298255 0.220612 0.28864 0.188513 0.181299 0.173172
threshold=231.85949239145003 14.651182102100002 201.2906445504 58.770113158150004 92.695913642950003 196.26893085885004 193.60452210450003 24.005763052250003 144.53986173305 8.2435668022500028 158.52715325430003 159.83069436635003 163.60960442095003 166.83257850275001 8.9430209551500024 183.00613681885002 8.7431769115000026 8.4434108459500017 38.842471172100005 214.57164835430004 13.24392582145 116.16618105335002 16.325381439950004 117.38883580790001 233.75954169405003 8.543332867800002 184.66468190290001 35.34809845485001 15.135353635100001 93.308316333450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 8 -7 -5 -10 -6 -12 -13 -14 16 -16 17 -15 19 22 21 -20 27 -24 -22 -26 -27 28 -19 -18
right_child=-2 2 -4 4 10 7 -8 -9 9 -11 11 12 13 14 15 -17 29 18 20 -21 24 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.044078007691560742 -0.037155072860268333 -0.0025988958626318986 0.043484270540609493 0.030134325658890751 0.061468973421498201 0.03167662898432793 -0.10763992346622005 -0.039741837565253388 -0.085247521153401548 0.0066996128697482428 -0.04943266677399747 0.061258308531165512 -0.050904933090948602 0.0043256921730750594 0.015283377340290005 -0.074112626249055957 0.061771412620599847 -0.096325629723727949 0.034900793201912007 0.053326424725968657 0.094304628344492228 -0.078450598863445714 0.026403817568788537 -0.060402853903847864 0.046248281718211791 -0.06690813155249184 0.027105419390511268 -0.11495785532641532 -0.020712947409593258 -0.00063045051482647871
leaf_weight=0.46009417762979765 0.36938707115768821 1.1302268674480722 0.93178742576856155 0.62453083864238523 0.4904675092548122 1.3199889927927868 0.51674359786557023 0.62850147660174105 0.54948092951144623 0.49827806279063225 0.5352966988721154 0.84980844338133366 0.72404357433333544 29.110770957329123 0.42701158129784633 0.59039298791321926 0.8310835976153601 0.58863103482872092 0.77330173458904017 0.75825770570372686 0.64648982370272312 1.0678944786868667 1.1727514857193457 1.1453197631053624 1.4446232358495765 0.53727808117400833 0.83270743728644447 0.92089080624282349 0.68744994164444506 0.95659252376572113
leaf_count=10 55 27 32 20 9 34 18 38 40 11 11 24 289 1850 26 44 25 27 13 41 9 48 22 29 36 15 35 13 19 30
internal_value=0.000422322 0.000690543 0.0182253 -3.71251e-05 -0.000449428 -0.0153403 -0.0366856 0.00864002 -0.0147605 -0.0415206 0.000916951 0.000251068 0.000854616 -0.000333188 0.000528541 -0.0365925 0.00143916 0.000225613 -0.0110604 -0.033107 0.0108656 -0.0308431 -0.0476227 -0.0164859 0.0330534 0.0189845 -0.00976462 -0.0804758 -0.0555916 0.0283799
internal_weight=52.1201 51.7507 2.06201 49.6887 49.2286 4.13752 2.18903 1.94849 1.67229 1.04776 45.0911 44.6006 44.0653 43.2155 42.4914 1.0174 41.474 39.6864 10.5756 5.2733 5.30229 1.8412 4.51504 2.31807 3.4611 2.81461 1.36999 2.19697 1.27608 1.78768
internal_count=2900 2845 59 2786 2776 161 89 72 71 51 2615 2606 2595 2571 2282 70 2212 2157 307 151 156 61 110 51 95 86 50 59 46 55
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=15 13 7 15 6 17 6 7 10 3 17 3 10 10 3 17 19 2 10 17 0 18 7 19 16 6 15 13 0 17
split_gain=0.0542685 0.201857 0.162403 0.0770796 0.24326 0.52461 0.151226 0.336591 0.267191 0.617035 0.62546 0.410169 0.303866 0.443783 0.235054 0.429069 0.373764 0.278576 0.412542 0.291016 0.321674 0.285795 0.250101 0.214015 0.263475 0.207814 0.428798 0.203901 0.189066 0.539004
threshold=46.574831689400007 117.61735474900001 23.539316666200005 42.80317728375001 16.405383309150004 203.93111730270002 16.455384477450004 23.875242364300004 64.654729579150015 92.359290613450014 197.22366780595004 92.751805500450018 62.068432857650002 62.025417527550012 93.206154924500012 195.53954078470002 14.551174033150001 121.41360778140002 61.960894532450006 188.54236693505001 86.135510041400025 13.021216158500001 20.861721588400005 14.351157895250003 19.314954833200002 16.445384243750002 42.385947950200006 116.20860268865 86.001087134900004 185.71388464605002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 25 8 9 -8 11 -11 13 14 -13 16 17 18 21 20 23 22 -16 24 27 26 28 -19 29 -1
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.033266206835241056 -0.084246869549757741 -0.056473468967431786 0.040287888524801044 -0.074122715908858758 0.027244087431915351 0.069902987043852227 0.088829364096222496 -0.086329969181478089 -0.068453628290399873 -0.11021406505964762 -0.11066225421792789 -0.065636812721620183 0.044343134791382771 -0.068838762150169 0.053335973789791262 0.10434530198031911 -0.054515242278595145 -0.10197792633828136 0.10178914588670784 -0.075170850290414273 0.10627817434898064 0.077050297517280042 -0.043050787042578011 0.068551541872157812 -0.10622303623703987 0.046897954023030076 -0.11396598533205345 0.032076491002103649 0.0046874177310445722 -0.069232307720373754
leaf_weight=0.88328009452652567 0.35096129029807233 0.26344904000143288 0.50778261222876608 0.76232349543170019 3.291658896865556 0.37846021074801683 0.69039471074938319 0.55336720909690562 0.65319136855760085 0.34146570600568971 0.56979265518020916 0.46240333095192721 1.3929985796021354 0.99124244402628381 0.38456709474485273 0.4320876970887183 0.99832178553333495 0.14521800122292938 0.68610716112016223 0.56266328893070738 0.27783473581075657 0.46962202666327346 0.89739089498448266 0.25795248663052917 0.33306274129427038 1.0445453279535275 0.31799848550872312 0.51888944980419183 30.936299812033667 1.2239959857133724
leaf_count=79 76 38 18 38 98 18 11 28 43 8 19 8 40 25 60 4 34 79 17 15 2 8 28 7 47 16 8 45 1942 41
internal_value=0.00037441 -0.0213758 0.00723467 0.000858146 0.0134527 -0.0263415 -0.00035478 -0.0102189 -0.00641264 -0.00252054 -0.00900788 -0.00267888 0.00148889 -0.00655924 0.00304751 0.00837302 0.000876418 0.0130747 0.036059 -0.0136613 0.00891544 0.0103121 -0.0141363 -0.0126368 -0.033639 0.00297624 0.00160105 0.00276329 0.00271323 -0.0262693
internal_weight=51.5793 1.12219 0.771232 50.4571 4.43244 1.14078 46.0247 11.6186 11.0652 10.412 9.72162 9.15183 8.81036 7.41736 6.42612 5.96372 5.53163 4.53331 2.43769 2.09562 1.53296 1.75158 1.28196 1.25512 0.99717 34.4061 33.3616 0.664107 33.0436 2.10728
internal_count=2900 132 56 2768 154 56 2614 528 500 457 446 427 419 379 354 346 342 308 113 195 180 96 88 178 171 2086 2070 124 2062 120
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=6 13 19 13 8 10 5 9 17 6 6 16 13 13 8 19 6 6 17 13 7 10 4 0 15 9 9 3 15 10
split_gain=0.0537325 0.185491 0.0998926 0.128697 0.0986551 0.0870569 0.102572 0.059976 0.114963 0.250331 0.10843 0.0985667 0.18994 0.155207 0.179812 0.132642 0.188042 0.352118 0.230627 0.187902 0.220008 0.172214 0.163196 0.144676 0.305714 0.403505 0.4052 0.398549 0.305205 0.299352
threshold=5.0951190466500007 92.504467352450021 11.750948102400001 85.737618238150006 0.84933718570000016 90.740838818900016 7.7286379265000011 54.761416764300009 193.40041255380001 7.2051683476000008 5.6401317807500009 12.644970430600003 96.429616222950017 95.870416931800023 2.7478556007500008 11.850956171350001 13.665319288000001 13.775321858200002 199.41622983390002 99.19872809730002 20.234873028950002 78.285212300550015 181.76113425110003 93.972365491700018 29.049007317550004 206.08249486475003 202.89977928865002 84.807411725000023 23.969938375100003 76.919475570250015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 -2 12 13 14 -9 21 18 -18 19 -17 -21 -13 -20 -19 25 26 28 -26 -25 -27
right_child=7 -3 -4 -5 5 6 -8 11 -10 -11 -12 15 -14 -15 -16 16 17 23 22 20 -22 -23 -24 24 27 29 -28 -29 -30 -31
leaf_value=-0.10094476848729224 -0.0055389242725208043 -0.1009241540641222 0.042229318934002232 -0.079983372896242647 0.044098874045300072 -0.10078486493018096 0.10119303504781614 0.025749714606111515 0.059869998022450924 0.030773350151836843 -0.10372501650769413 -0.030393301405538628 -0.10209143673561155 0.05472351612236627 -0.10106107204548519 0.017845189707619124 0.059896239718673208 0.0029553982606945286 0.071134406150903329 0.024344837958127589 -0.10401426324225323 0.05311668190781739 -0.013551042109286697 -0.052171446525875367 -0.011965999692862037 -0.083052609905870378 0.072264549554204527 -0.10787964002325422 0.022684078400155912 0.022557769064454419
leaf_weight=0.077512856914835337 0.21007208822993506 0.23051946434861736 0.34730104169284459 0.26050273139844649 0.38528089618193917 0.099437210903488449 0.033652465790510178 0.21394498184235899 0.49118396418634791 1.059147992840735 0.24208609684137627 0.32965650868572882 0.27257984289303749 0.27667799976188689 0.23424046637228457 0.24795516137964957 1.0183258606120933 34.088120148953976 0.25435797334648702 0.16341029340401292 0.73030533989367541 0.98415866773575544 2.1597047698960523 0.84647481096908439 1.164478032471379 0.82533397269435205 0.98583775851875532 0.68990444341761747 1.5277512711472807 0.39773002004949376
leaf_count=122 20 146 51 63 55 102 1 21 25 61 28 37 76 21 214 16 33 1159 7 6 88 39 209 20 85 50 17 73 39 16
internal_value=0.000335369 -0.0187456 -0.00300745 -0.0213529 0.00427863 0.0200129 -0.0497136 0.000889186 0.0178412 0.00418153 -0.0581079 0.000173188 -0.0309299 -0.00417013 -0.0405269 0.000841605 -7.08218e-05 0.00181826 -0.0221422 -0.0591757 -0.0805446 0.0321627 -0.00462815 0.000358881 -0.0133903 0.000471446 0.0183731 -0.0476497 -0.00400391 -0.048709
internal_weight=50.8476 1.43421 1.20369 0.856386 0.595883 0.518371 0.13309 49.4134 2.00249 1.51131 0.452158 47.4109 0.997443 0.724863 0.448185 46.4135 45.0997 41.544 3.55573 1.14167 0.893716 1.31382 2.41406 40.5256 6.43751 4.58313 3.36006 1.85438 2.37423 1.22306
internal_count=2900 540 394 343 280 158 103 2360 134 109 48 2226 332 256 235 1894 1818 1492 326 110 94 76 216 1459 300 142 76 158 59 66
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=0 9 6 8 17 8 0 7 17 5 3 10 7 17 6 9 15 9 5 0 3 3 9 18 17 2 6 4 7 9
split_gain=0.0534767 0.143115 0.323639 0.269618 0.16659 0.176873 0.214901 0.171821 0.21733 0.143935 0.32476 0.234752 0.169436 0.136884 0.125979 0.156122 0.13757 0.156417 0.167516 0.109236 0.109057 0.163555 0.408571 0.205845 0.419221 0.299057 0.282102 0.162369 0.21232 0.769324
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 190.40793214150003 8.2435668022500028 85.678472159250006 19.617375644250004 188.16174763880002 30.133297129900004 94.92945658615001 61.928633034850002 22.638073512250003 166.15778932085001 15.675366252400002 64.606296034500005 20.742056627150003 66.290220196950017 29.239824992700004 85.509099297050014 93.770731131900007 93.58791597905001 194.46727572990002 13.278511569200001 184.59783591905003 157.69206214580001 16.475384944750001 141.65724256140001 23.195026784100005 195.39349636155001
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 19 10 11 -4 -13 -12 -1 -16 -17 -18 -19 -9 21 23 -23 24 -2 26 -26 -25 29 -29
right_child=20 2 9 -5 -6 -7 -8 8 -10 -11 13 12 -14 -15 15 16 17 18 -20 -21 -22 22 -24 27 25 -27 -28 28 -30 -31
leaf_value=0.067962627139536699 -0.026621710528196015 -0.10525693917613399 0.032481006143603879 0.098474370141122203 0.07708467419205918 -0.078471820008176915 0.094585556503174933 -0.10864616016204694 0.082935986981627907 0.045448164023032075 0.0033075345117162189 0.0089751275437363262 -0.1056182476553504 -0.10558866060519004 -0.10395611901916083 -0.10627416011288862 0.070787839513179643 0.028141729021701319 -0.10168344339990687 -0.0071806863169026035 0.022779583881025876 -0.062873524540333944 0.038161823329616137 0.064763108544796277 0.07550686221289854 -0.011040061147096603 0.015914980879063324 0.00045435430535853199 0.0017137386341719149 -0.083502680383062994
leaf_weight=0.28981394972652275 1.4918194980782562 0.4219935090040966 1.0089591218711582 0.28986101149348531 0.23729498926786607 0.3326880165550391 0.21558007062412787 0.37290694523107948 0.097433191653180984 0.3870037736269295 0.15052736276993517 0.24902650750937017 0.26776687537130783 0.49511144163261633 0.14218199902097672 0.092858737587221185 0.36271468608174473 0.27818350024244864 0.15463748164620483 0.14829818368525594 2.2808845353429197 1.1995314381056221 0.60065807583305275 0.368195915594696 1.8548494940623643 1.0671887846838215 1.3894562022760508 4.766941722824412 27.90382447928414 1.4155233815545214
leaf_count=13 49 40 30 10 15 7 6 121 11 14 9 16 29 63 19 25 13 61 71 7 47 42 28 6 35 25 22 285 1751 30
internal_value=0.000284653 -0.00857989 -0.0241188 0.00678344 -0.00297128 -0.0106088 -0.000130272 -0.0106607 -0.0541497 -0.0107355 -0.020749 0.00440831 -0.0503993 -0.0802001 0.00971503 -0.0066651 0.00890573 0.0223501 -0.018242 -0.0797762 0.00148318 0.00032824 -0.0291617 0.00164693 0.0190702 0.0348801 0.0499851 -0.00128775 -0.00200122 -0.0187683
internal_weight=50.3337 5.99484 2.98039 3.01445 2.72459 2.4873 2.15461 1.93903 0.618638 2.5584 2.17139 1.52575 0.516793 0.645639 1.32039 1.03058 0.888394 0.795536 0.432821 0.521205 44.3389 42.058 1.80019 40.2578 5.80331 4.31149 3.24431 34.4545 34.0863 6.18247
internal_count=2900 580 201 379 369 354 347 341 139 161 147 75 45 72 202 189 170 145 132 128 2320 2273 70 2203 131 82 57 2072 2066 315
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=6 5 15 12 5 6 9 18 7 7 7 19 7 2 13 10 9 13 13 0 5 17 0 6 16 8 2 5 5 13
split_gain=0.183958 0.354609 0.351868 0.249863 0.603768 0.348852 0.451749 0.586942 0.336172 0.593656 0.302182 0.281294 0.384769 0.333592 0.332913 0.301824 0.250855 0.250093 0.232758 0.358786 0.563731 0.212727 0.208392 0.617859 0.407468 0.429901 0.372044 1.00059 0.366764 0.341
threshold=14.835346625500001 17.671168838450004 38.469938489650012 129.90914191640005 16.579584939650001 13.665319288000001 206.08249486475003 15.042884401850001 23.824098587650003 24.071745547300001 24.673428656250003 12.651020723000002 24.815630185550003 35.561888367500011 104.02719889955002 78.220689305400015 213.24207352880003 98.238948544700023 109.51703040195001 95.141844778450022 22.553892743650003 206.02826764000002 86.345209775600011 16.375382608200002 22.614947116400003 8.3434888241000014 100.60547560250002 22.382291025900006 21.850554661550003 117.38883580790001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 11 -5 18 -8 -6 -10 -11 14 13 -13 15 -1 -9 -17 19 20 -7 -4 23 29 -24 -26 -25 -28 -27 -3
right_child=1 22 21 5 8 6 7 16 9 10 -12 12 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 24 26 25 28 27 -29 -30 -31
leaf_value=-0.0015219009314973422 0.0012580321604605512 -0.00029340840437301044 -0.0021818708470945358 -9.6117734818194534e-05 -0.0023085365156857011 -0.0020371083817207372 -0.0021164708238014668 -0.00050252946312151145 0.0010898556244427432 -0.0021300267194076226 -0.00043784107686387422 0.00048872850227138682 0.00081438623826168388 -0.0021256319662217313 0.0018364911097230169 -0.0010915340854652307 0.0011241383882940881 0.001309040981768391 0.0020457984556032003 0.0011701113267817626 0.0011002822562326626 -0.00016721549126362653 0.00011755259275546722 0.00046125915569036527 0.0015924582817482807 -0.00037083475252546084 -0.0016521688236293319 9.4693074285743135e-05 0.0010365593617377943 -0.0021346836277891476
leaf_weight=0.32264644175302881 1.0843390682712186 0.76889712350385042 0.4734777564444802 10.856771163220403 0.61585349393863031 0.40482820390025143 0.48304697396815743 0.67531282835989237 0.5516124716959897 0.79330194729845949 0.83045015064999461 0.27818088978528954 0.56161202205112204 0.57658866414567456 0.65642301365733136 0.22407491000740265 0.79190981562715024 0.65336124389432371 0.60239011794328678 1.9756074347533283 0.482769293608726 0.3507933885557577 18.184500142422625 6.1097124084917622 1.6011217571794976 1.4449092615395787 1.4623176713794226 9.1418476062372047 1.4032694778870789 0.7779638630017871
leaf_count=19 23 59 37 1141 23 42 29 29 13 39 27 4 26 47 7 80 30 25 7 41 19 20 334 146 28 23 35 485 27 35
internal_value=7.39108e-05 0.000151309 -6.63713e-05 -1.99448e-05 -0.000359661 0.000106653 0.000513131 -0.000241763 -0.00102962 -0.000667558 -0.00126458 0.000211703 -0.000446413 -0.0012748 0.000713798 9.97059e-05 0.000375438 0.000695995 0.000937949 0.000704869 -0.000330664 -0.00132447 0.000121963 -3.3869e-05 0.000247687 0.000779554 7.58552e-05 -0.0001462 0.000322574 -0.00121944
internal_weight=65.1399 41.9789 23.161 22.3367 6.06411 16.2726 5.41586 1.95027 2.79122 2.17536 1.62375 3.27289 1.41638 0.85477 1.85651 1.20008 1.46722 0.877436 3.4656 2.8632 0.887597 0.824271 40.8945 18.2607 22.6338 4.4493 16.7139 10.6042 2.84818 1.54686
internal_count=2900 1195 1705 1648 310 1338 197 88 102 79 66 208 77 51 131 124 59 105 109 102 61 57 1172 760 412 78 666 520 50 94
is_linear=0
shrinkage=0.00196078


Tree=843
num_leaves=31
num_cat=0
split_feature=16 16 9 16 3 3 15 3 10 0 15 13 7 16 9 16 8 7 7 16 13 18 15 8 10 7 9 19 7 12
split_gain=0.0543144 0.272447 0.496536 0.2442 0.246459 0.514161 0.427063 0.309336 0.234526 0.35315 0.215564 0.227777 0.634277 0.174361 0.332653 0.427349 0.310749 0.279197 0.244165 0.168073 0.287154 0.277328 0.162074 0.258849 0.227564 0.273256 0.19234 0.163077 0.283403 0.190574
threshold=18.594956516900002 18.384957008000004 187.38923140910003 18.984955604900005 83.511574906150017 85.54673771085001 28.777417478550003 85.898925725950008 70.085415002650009 94.776214472700005 31.385732506450001 108.61908538635001 23.460228855750007 15.919962772200003 191.87997069285004 17.844958270700005 4.9461400813500012 22.372035319250003 22.689595575850003 15.474963812800002 104.02719889955002 15.481271036150002 21.981714531400005 8.3434888241000014 75.551050381850018 24.530747513950001 203.09362050815002 12.250988447150002 23.564264519350004 222.49441569665001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 -2 6 -6 -7 -5 -10 11 13 -13 19 16 -16 17 -15 -19 22 21 -21 23 27 -24 -26 -27 -1 -29 -30
right_child=3 2 -4 8 5 7 -8 -9 9 -11 -12 12 -14 14 15 -17 -18 18 -20 20 -22 -23 24 -25 25 26 -28 28 29 -31
leaf_value=0.0076035352125222392 0.090700849715012466 0.073716038415070601 -0.10940609029443514 0.0013871438716369653 0.025193721781526224 0.10028412174108062 -0.10844171932906846 0.0085715430837682832 -0.10404987526176453 0.013780805911317398 -0.10180313674664759 -0.10530342150719439 0.1016912485998116 -0.079295493808021297 -0.098965989306024182 0.012121033567680054 0.069787281587569097 0.093834987459906843 -0.071310471431093772 -0.10363627518092354 0.069683303923605042 0.03667216186607479 -0.090999325610730028 0.075950802281039079 0.076789308148377006 -0.089329964519064539 0.0033733089755175645 0.04153839577597615 -0.10206546259128953 0.0099215799413484209
leaf_weight=4.3368167475762132 0.54327512905001585 0.19900948101712934 0.57848722491326043 32.341065692497068 0.48365962877869639 0.71768024517223217 0.47301078436430544 0.75429979833643301 0.52850095607573055 0.4903525176923722 0.2111210901639432 0.19539082483902426 0.61077398464840371 0.46745412537711784 0.93410534187569261 0.55032596830278635 0.53812819346785545 0.25222275531268679 0.13878939172354876 0.23744178342167266 0.89875128965650219 0.34637203130114358 0.44887201482197259 0.47516980825457711 0.29124794807285048 0.37656914208491798 0.55171839048853144 0.32771806392702252 0.53172255119352485 0.21276442887028679
leaf_count=837 17 22 74 935 13 15 34 37 45 15 59 121 11 76 119 37 14 16 67 26 27 26 22 27 11 40 40 36 51 30
internal_value=0.000322108 -0.00504075 -0.0625338 0.00234595 0.0298137 0.0161936 -0.0408802 0.053287 -0.000101058 -0.0473405 -0.00158455 7.85281e-05 0.0515218 -0.00340176 -0.0248233 -0.0577825 0.0102089 -0.0271377 0.0352168 0.00342888 0.0342127 -0.0203924 -0.00261395 0.00518644 -0.0301246 -0.00771856 -0.0342327 -0.00103004 -0.0359508 -0.0700611
internal_weight=50.0428 13.711 0.777497 36.3318 2.97193 2.42865 0.95667 1.47198 33.3599 1.01885 12.9335 12.7224 0.806165 11.9162 2.88103 1.48443 1.39659 0.858466 0.391012 9.03516 1.48257 0.583814 7.5526 5.88419 1.66841 1.21954 0.928288 5.40902 1.07221 0.744487
internal_count=2900 1789 96 1111 116 99 47 52 995 60 1693 1634 132 1502 329 156 173 159 83 1173 79 52 1094 981 113 91 80 954 117 81
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=9 13 12 3 0 0 13 15 13 7 13 16 2 16 8 6 19 15 0 4 3 18 17 7 6 5 6 9 16 10
split_gain=0.0530568 0.162659 0.187037 0.152979 0.0681086 0.121597 0.12343 0.0525924 0.172458 0.143407 0.059419 0.149251 0.145906 0.12953 0.095212 0.133824 0.288767 0.118804 0.106602 0.358274 0.275797 0.212381 0.419577 0.175634 0.15099 0.679304 0.503291 0.477831 0.357635 0.328004
threshold=37.256168974800005 96.209162656250015 293.71849950985006 66.676450093250011 100.13162306855001 110.50907145210002 92.138837046750012 46.574831689400007 117.61735474900001 23.539316666200005 117.99105042915001 22.744946812400002 97.066378971950016 22.794946695500006 9.4426310644000022 16.705390318750002 14.451165964200003 23.584170344250001 86.001087134900004 150.90301220960004 93.733092718100025 13.057710350500001 184.59783591905003 22.940014114900002 16.455384477450004 22.852794041600003 16.565387047600002 189.78071820640002 22.604947139800004 62.036171360100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 10 -9 -10 11 14 -12 -14 15 18 17 -17 19 -2 -21 22 -20 -22 28 26 27 -26 29 -23
right_child=7 -3 -4 4 5 -7 -8 8 9 -11 12 -13 13 -15 -16 16 -18 -19 21 20 23 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10104108882939887 -0.11093857597982559 -0.10297889564964896 -0.1015054159110729 0.090488621652322104 -0.071952883055174957 0.07661445266964606 0.036039342907060394 -0.08121834762592367 -0.054750903172143144 0.037340872231633647 0.01436371472195814 0.044757764767979137 -0.10689351934041343 -0.018721432475693824 0.043518540904676446 0.0087533312226231712 0.034975657502910602 -0.11148516677903322 -0.0030552170973816074 -0.050277214521670943 0.011593379352537332 -0.075493807006964508 0.099084108979325347 -0.042788597804194826 0.013215743955901041 0.047182826775094194 0.02733599334901481 -0.079494157705202378 0.034172880791622721 0.002224038849222937
leaf_weight=0.10232597632784635 0.33503484175889653 0.19892329123831576 0.16678766217046359 0.14634919643867761 0.20468025907757692 0.21223695983644575 0.2191596327611478 0.33023085325385071 0.25826328371476848 0.48975532921031117 0.68018225452396908 0.79959205817431112 0.25852734882209916 0.46863253178889863 0.52467664176583539 0.10355715909395158 0.3195062349550426 0.39801118557261361 0.99059205609228118 1.1064098269562235 4.624330794387788 0.55480652340339176 0.67708455584943295 0.68138923072456226 0.74726823437958945 1.3564026909880338 0.97164200525730837 2.1712170687969774 3.604939116863533 25.621158415140599
leaf_count=135 10 67 95 6 45 18 30 76 38 18 36 17 52 34 42 81 10 61 32 39 217 12 15 39 14 22 17 57 87 1478
internal_value=0.000279521 -0.0200562 -0.00436939 0.0139421 0.0289796 0.0148275 -0.0161121 0.000808485 -0.0210277 0.00554497 0.00130949 0.00193425 -0.0189282 -0.0500693 0.00116973 0.00066775 -0.0393276 -0.0866599 0.00142368 -0.0101286 -0.0048613 0.00354781 0.0384138 0.00460935 0.00188782 -0.0137545 -0.0350021 -0.0557561 0.00464355 0.000576788
internal_weight=49.3237 1.25046 1.05154 0.884752 0.782426 0.636077 0.42384 48.0732 1.07825 0.748019 46.995 45.5876 1.40734 0.72716 44.788 44.2633 0.821075 0.501568 43.4423 6.74716 6.41213 36.6951 1.66768 5.30572 35.0274 5.24653 3.89013 2.91849 29.7809 26.176
internal_count=2900 396 329 234 99 93 75 2504 132 56 2372 2250 122 86 2233 2191 152 142 2039 305 295 1734 47 256 1687 110 88 71 1577 1490
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=6 6 0 9 15 0 9 9 2 15 3 5 5 3 10 8 19 18 16 18 6 2 18 4 5 9 12 8 8 16
split_gain=0.194063 0.597982 0.266316 0.428384 0.474287 0.602757 0.480958 0.367393 0.394082 0.34646 0.315098 0.442998 0.407999 0.281983 0.552119 0.567684 0.601407 0.319456 0.746416 0.701569 0.589063 0.782041 0.378039 0.598374 0.348172 0.299563 0.263684 0.25571 0.320785 0.247379
threshold=13.665319288000001 13.775321858200002 93.972365491700018 206.08249486475003 29.049007317550004 95.002044955650021 202.89977928865002 213.24207352880003 159.92742394165003 23.969938375100003 86.302194445500007 18.092020786850004 18.152162791050003 89.227236891450005 66.697957758300021 8.1436447804000007 13.551093343600002 13.713893333650001 22.604947139800004 13.601370067700001 16.565387047600002 210.09551210720002 13.512826932300003 249.88694723220001 20.361635946650004 202.37225149245003 251.26407571030003 8.1436447804000007 8.543332867800002 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=27 -2 10 4 6 -6 9 -5 -9 -4 11 -3 -12 14 -14 -16 -17 19 20 22 21 -19 24 -24 -15 -23 -20 -1 -29 -26
right_child=1 2 3 7 5 -7 -8 8 -10 -11 12 -13 13 17 15 16 -18 18 26 -21 -22 25 23 -25 29 -27 -28 28 -30 -31
leaf_value=-6.6646887563430004e-05 0.0013640581544762857 0.0014648788134518378 -0.00098005377626109364 -0.0016156583391359262 -0.0021146781905657052 0.00047368944980069204 0.0014146228873802506 0.00088546804000331201 -0.0013555993063161342 0.00045197680986072485 -0.0011640744276511003 -0.00013235535716981753 0.0012491531073558768 0.00091151945801600822 0.001030819667613511 0.00042090862812296147 -0.0021233465906513181 -0.0021822394348188384 0.0013067079627874817 0.0011367855083837396 0.00059408469011877369 0.0005361726830003618 -0.001430746116598031 0.00038488499401846633 0.00028305656480893878 -0.0010848803201649604 4.1052584062789262e-05 -0.0015330104495387931 0.00064957063902518046 -0.00013023247458931634
leaf_weight=10.837863383994771 1.4162424230016757 1.5526528507471078 1.0010459961194995 1.3588632100509133 0.75754715932998784 0.63655207483679987 1.233557431027293 0.66423405765090116 0.55268314278509934 1.8498446296434847 0.97427313216030498 1.1712114343536084 2.3369949267362236 2.045601683668802 1.0255741309374573 0.69807764841243602 0.73148790653795004 1.6270921922114205 0.95536231040023301 2.5366044355614568 0.88462424952012941 0.85483220836977103 1.563905801624059 1.2602414672292068 10.618452828915453 0.89942694501951337 1.8748093747999517 1.0046862573071837 0.34877822789712798 11.707495064503744
leaf_count=1227 34 26 21 83 56 26 17 24 40 39 19 31 42 29 12 12 30 32 19 40 20 23 23 33 482 22 46 91 16 285
internal_value=5.67431e-05 0.000106529 7.31605e-05 -0.000255382 5.46835e-05 -0.000932818 0.000391736 -0.000914875 -0.00013235 -5.08585e-05 0.000131551 0.000778098 9.02057e-05 0.000119566 0.000566986 -8.23552e-05 -0.00088095 6.1348e-05 -0.000312458 0.000150564 -0.00083043 -0.00120311 5.85765e-05 -0.000620543 0.000137272 -0.000294958 0.000468291 -0.000167 -0.000970575 6.63321e-05
internal_weight=66.9806 54.7893 53.373 8.05433 5.47855 1.3941 4.08445 2.57578 1.21692 2.85089 45.3187 2.72386 42.5949 41.6206 4.79213 2.45514 1.42957 36.8284 7.09615 29.7323 4.26598 3.38135 27.1957 2.82415 24.3715 1.75426 2.83017 12.1913 1.35346 22.3259
internal_count=2900 1566 1532 306 159 82 77 147 64 60 1226 57 1169 1150 96 54 42 1054 162 892 97 77 852 56 796 45 65 1334 107 767
is_linear=0
shrinkage=0.00196078


Tree=846
num_leaves=31
num_cat=0
split_feature=6 5 15 0 6 16 18 5 13 10 6 7 7 9 18 7 7 6 6 13 12 12 5 6 9 18 19 16 7 7
split_gain=0.234449 0.475321 0.346674 0.256923 0.512071 0.482383 0.46196 0.420073 0.342202 0.534277 0.330207 0.4048 0.635601 0.603621 0.755548 0.445381 0.560446 0.321629 0.307228 0.267662 0.249934 0.243291 0.642398 0.378793 0.554165 0.74435 0.332031 0.355475 0.350805 0.305256
threshold=14.835346625500001 17.671168838450004 38.469938489650012 86.530713386650021 16.375382608200002 22.614947116400003 13.5308213324 20.206488238950005 117.38883580790001 64.434276012450013 16.355382140900002 22.620341628000002 22.995933042550003 193.32717468205001 13.901940775400002 23.903127120600004 24.472706336050003 16.435384010100005 16.285380505300001 109.51703040195001 121.97235442175001 129.90914191640005 16.579584939650001 13.665319288000001 206.08249486475003 15.042884401850001 12.651020723000002 18.764956119400004 24.815630185550003 23.824098587650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 21 4 18 8 -7 -6 9 -5 11 -11 -13 -14 -15 -16 -17 -10 20 -18 -3 22 26 -23 -25 -26 -1 28 -28 -24
right_child=1 3 -4 5 7 6 -8 -9 17 10 -12 12 13 14 15 16 19 -19 -20 -21 -22 23 29 24 25 -27 27 -29 -30 -31
leaf_value=0.00072771354169722414 0.0013458829421087463 -0.0021053317057336267 -0.0013313126963420976 0.0010507796409006324 0.0013877639066223475 0.00023644193482771797 0.0015943291501860904 -2.6167630506277536e-06 9.7137539025003806e-05 0.0013039421293093907 -0.00095777878914295698 -0.0010912781620506368 -0.0010538664005964086 0.0020138469318431926 -0.000925190532810779 0.0013352772852859808 0.00034556451269809988 -0.0012019896279562849 -0.0021248637714401789 -0.0012372116246826439 0.00028212041316553853 -0.00012137134536869634 -0.0023049092911114097 0.00096451644837966977 -0.00217354384822422 0.00039354875932463374 -0.0021443426697262337 0.0009886127943402954 0.0001570401522508461 -0.00071935429272488324
leaf_weight=2.0170321005789513 1.2713625454343844 0.22929455823396228 0.81802422874898084 2.7015626365318957 0.87608413398266094 1.9429535008966916 1.9103007744997738 18.009671148793586 1.7043199511244886 1.1067597082001146 1.0733306969050307 1.5479593388736228 1.0605777627788482 1.1030392507091162 1.0355555750429628 1.721774251200259 1.1164938297588376 1.2851528115570543 0.66129825034295209 0.64987953763920803 0.63671649978823552 11.336121068299692 0.58162024238117771 3.6425891080434658 0.58589019143255461 1.6780184728559104 0.57486289022199322 0.43489399319514621 0.4571689345757477 2.365393428131938
leaf_count=131 23 23 57 38 12 24 41 695 23 17 33 21 19 13 19 34 31 30 32 22 45 1141 23 109 29 59 44 10 23 79
internal_value=7.58807e-05 0.000165411 -7.63506e-05 0.000128237 -2.64345e-05 0.000286421 0.000909632 6.18811e-05 0.000137326 0.00027377 7.22269e-05 0.000190567 4.09376e-05 0.000303019 0.000558777 0.000203979 0.000539205 -0.000461348 -0.00111849 -0.000236766 -0.000350008 -3.29862e-05 -0.000358466 8.84077e-05 0.000491029 -0.000270804 0.000211499 -0.000498299 -0.00112488 -0.00103228
internal_weight=66.1357 41.6441 24.4916 40.3727 20.4131 19.9597 3.85325 18.8858 16.1064 13.1169 10.4154 9.34204 8.23528 6.68732 5.62674 4.5237 3.48815 2.98947 1.52731 1.76637 0.866011 23.6736 6.43097 17.2426 5.9065 2.26391 3.48396 1.46693 1.03203 2.94701
internal_count=2900 1195 1705 1172 807 365 65 707 300 247 209 176 159 138 119 106 87 53 100 53 68 1648 310 1338 197 88 208 77 67 102
is_linear=0
shrinkage=0.00196078


Tree=847
num_leaves=31
num_cat=0
split_feature=12 12 16 3 6 13 13 8 8 3 17 15 17 18 0 13 18 6 8 16 17 17 12 4 17 9 9 17 4 6
split_gain=0.0554102 0.187044 0.167133 0.243487 0.250912 0.145868 0.176469 0.279538 0.124645 0.0776797 0.0754076 0.169191 0.154381 0.157656 0.184301 0.215917 0.173797 0.0977834 0.121499 0.173512 0.212152 0.0882924 0.288064 0.264448 0.238098 0.12008 0.301698 0.117125 0.158125 0.0885179
threshold=327.98456567570003 333.35391135000003 22.674946976100003 92.913112988300014 16.015374196650004 117.07428620665002 115.48003053525001 5.445750190600001 1.7486353823000003 61.205437797800009 208.12573104970002 38.198215516250009 209.52161856205001 14.462854835850001 96.249489528150022 107.24528328170003 16.601687687950005 8.0101871567500016 7.3442686056500008 17.654958715000003 214.76367417690003 204.75389752000004 234.88438170465002 261.08002863725005 204.13511856875002 219.38617924735004 215.80505313260002 192.34053301495001 191.71186625420003 14.835346625500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 5 6 7 8 9 -3 21 12 -12 -14 -15 16 -16 -18 -19 20 -20 24 23 -23 25 26 29 28 -27 -1
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 13 14 15 -17 17 18 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0059407392118053211 -0.08794824410183108 0.032914441886826427 0.066540959197666991 -0.10300379536379066 0.10117333997371535 -0.1074077213481146 0.081903573933768625 -0.10198138840603919 0.047561156315479081 -0.10108643889344114 -0.089377320165970137 -0.11619134889181647 0.10173620461856575 -0.06599412678262559 -0.10153494211148704 0.088197342365152975 -0.063634452082882223 0.090719577780336763 0.047011243727102164 0.064250849235420002 -0.10165092965300929 0.027484807998021801 0.087836533497739566 -0.06040355137585332 -0.059997960081911265 -0.072086180720353776 0.064375279364009608 -0.093360831607987541 0.029691248949144506 0.004493524641041538
leaf_weight=11.319149151373038 0.30317452962299229 0.068883996307704587 0.28999993256729784 0.26854534572453292 0.21204507537186135 0.15460699098184694 0.1975618302822113 0.29605180775979534 0.41124283376848325 0.11629847037329455 0.21645751357391407 0.15790628833929066 0.1403097398579124 0.42621751761180338 0.17603371531004075 0.27714094705879677 0.16744207698866354 0.1886809935385827 0.16114988690242171 0.25369688519276679 0.23742516993661411 1.1591484434247825 0.50553433492768807 0.48585411638487119 0.62946408783318375 0.25812065359786984 0.77929414079335302 0.24490841977967648 0.37358290939300787 28.859512144157634
leaf_count=1055 33 24 17 51 9 5 8 76 34 51 32 10 3 34 45 7 92 11 15 13 61 41 21 32 28 9 49 29 39 966
internal_value=0.000374556 -0.0147175 -0.00370055 -0.0155076 0.00062253 -0.0165079 -0.003615 -0.0225457 0.0168844 -0.0512409 0.00111874 -0.0161392 -0.0091005 -0.000532602 -0.00813373 0.00873931 -0.00985284 0.00615194 0.0200471 -0.000396142 -0.0415446 0.00204807 0.021816 0.00152684 0.00104695 0.00196547 0.00274926 -0.0346557 -0.0118961 0.00155398
internal_weight=49.3354 2.31841 2.01524 1.72524 1.45669 1.24465 1.09004 0.892477 0.596425 0.185182 47.017 2.40246 2.24455 2.0281 1.88779 1.46157 1.18443 1.0084 0.840953 0.652272 0.398575 44.6146 2.15054 1.645 42.464 41.8346 40.958 0.876612 0.631704 40.1787
internal_count=2900 308 275 258 207 198 193 185 109 75 2592 323 313 281 278 244 237 192 100 89 76 2269 94 73 2175 2147 2070 77 48 2021
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=7 7 9 18 0 16 18 14 8 0 10 13 7 0 5 18 5 9 7 2 5 6 5 6 9 3 3 7 9 3
split_gain=0.116007 0.462677 0.435049 0.359839 0.492586 0.417984 0.383734 0.487617 0.431524 0.612076 0.580187 0.563478 0.39123 0.529817 0.729174 0.474743 0.60583 0.962676 0.536218 0.403097 0.386916 0.445304 0.623325 0.708569 0.35139 0.323072 0.832668 0.413689 0.613684 0.468018
threshold=24.390191290350007 24.575790737200006 207.56260994255004 14.339258036900002 93.776108048200015 18.484956774100002 13.954623666350001 384.93581166080008 8.543332867800002 93.262612545250008 66.447931152150019 109.72404167800001 23.124786352450005 87.181320254150009 21.850554661550003 13.386548691950003 19.500380888400006 190.58777288605003 22.940014114900002 163.32842070695003 20.766972852450003 16.375382608200002 21.564786815050002 16.265380038000004 196.98862600660001 93.249170254600017 93.356708579850007 22.726915405250001 195.74493321760002 93.915907870950022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 7 12 9 10 -8 24 15 14 -14 20 -17 18 -18 -16 -1 22 -22 -24 -11 -23 -27 29 -29 -28
right_child=1 -3 -4 4 5 -7 8 -9 -10 11 -12 -13 13 -15 19 16 17 -19 -20 -21 21 25 23 -25 -26 26 27 28 -30 -31
leaf_value=0.00061146256491492442 -0.0016252358534848083 1.4843588060842167e-05 0.00055047020636084059 0.0013268437746452651 0.0004005181224186542 -0.0014970332862024149 -0.00058858993215134086 -0.0013789584336640682 0.0005542641480307946 -1.8553956325341328e-05 -0.0025555446589751916 0.0015206708758626996 -0.00086536054154968088 0.00088144535250652279 0.0013168316047230243 0.00046461602808141902 -0.00097303997264985712 -0.0019979031161756308 0.0017177952025784981 0.00014687686596890113 -0.0023441986584490314 0.00075273031464548497 0.00033336530718531979 -0.0019320127979063067 -0.0022075825241309015 -0.0025359443795791772 0.00083830156396343938 -0.0015743556050591633 0.0005861903652124975 -8.3133878047346194e-05
leaf_weight=4.7563516311638585 1.2950474944082113 18.479223757727596 0.4859247967833652 2.0673488056418128 3.097298674510967 0.52144266944378603 1.3898532074308598 0.83153169590332154 1.3059900494408792 0.94607697187166218 0.98527339121210378 0.67795956134796131 2.2234289739280921 5.4563512132008318 1.5346957860165273 1.406228772655594 0.59892004705398016 1.7906978827595592 0.54274709837045521 4.3173201886529569 0.6715930060017884 2.6524395346641532 2.0932136294832167 0.71119328631903034 0.40161490859463811 0.47953787259757419 3.563874189858323 1.2227086836319352 0.86163626406778338 5.2284690114956902
leaf_count=74 61 1265 16 72 168 31 30 74 33 50 28 6 33 70 14 46 46 34 7 96 15 28 88 19 15 6 52 40 28 355
internal_value=4.88326e-05 -7.7145e-05 -0.00103161 9.7601e-05 0.000563297 0.00012709 4.08378e-05 0.000107231 -0.0004355 -0.000729226 -0.00140454 6.25981e-05 0.000138041 0.00040944 9.05192e-05 -1.29503e-07 -0.000593448 -0.00110085 0.00030618 0.000453698 0.00011561 -1.92765e-05 -0.000647462 -0.000241131 -0.000670889 0.000136596 -7.31214e-06 0.000104172 -0.000681219 0.000290359
internal_weight=72.596 20.2602 1.78097 52.3358 5.68609 3.61874 46.6497 40.9429 5.70677 4.40078 2.37513 2.02565 40.1114 13.5318 8.07544 26.5796 4.33859 2.93237 1.14167 5.85202 22.241 17.4847 3.476 2.80441 1.34769 14.0087 11.3562 10.8767 2.08434 8.79234
internal_count=2900 1342 77 1558 271 199 1287 1125 162 129 58 71 1051 213 143 838 133 87 53 110 705 631 122 107 65 509 481 475 68 407
is_linear=0
shrinkage=0.00196078


Tree=849
num_leaves=31
num_cat=0
split_feature=6 5 15 16 13 18 16 18 18 0 6 16 8 13 12 5 0 17 9 9 10 2 17 3 0 6 5 16 16 9
split_gain=0.183319 0.452218 0.451106 0.250975 0.317777 0.490523 0.367173 0.339322 0.576708 0.235115 0.714153 0.398061 0.480756 0.387334 0.483085 0.31661 0.434618 0.314904 0.367236 0.519136 0.51454 0.491783 0.275235 0.316448 0.867555 0.416762 0.266391 0.224215 0.220758 0.418282
threshold=14.835346625500001 17.671168838450004 38.469938489650012 19.774953757550005 107.97116697695002 14.234745508550002 18.714956236300004 14.504139642200002 15.042884401850001 86.345209775600011 16.375382608200002 22.624947093000003 8.3434888241000014 117.38883580790001 121.97235442175001 20.206488238950005 86.232294534150014 191.06791329340004 193.06224578400005 194.46727572990002 62.106071271500007 81.219375828750017 199.01194954300004 88.727183679150016 90.337570099350003 15.065351999550002 21.850554661550003 20.914951091750002 15.919962772200003 191.87997069285004
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 -7 -9 10 13 17 -13 14 -3 -12 -17 -11 -19 -20 -21 -22 27 25 -25 -24 -14 -23 -1 -30
right_child=1 9 -4 -5 5 7 -8 8 -10 11 15 12 26 -15 -16 16 -18 18 19 20 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=9.4552590540107387e-05 0.001338545026836227 -0.0022397002512586361 -0.0014239496811222518 0.0009221677573333861 -0.0022338321833964142 0.00067447461145093903 0.0011086063660502321 -0.0020789622311197251 0.00032913390980597498 0.00054079887651296127 0.0012200137847419286 0.0016489103452264552 -0.00035193728464564064 -0.002165419557729472 0.00081639822578619505 0.00010539296669527692 -0.0011586026036079482 -0.00077568011455285771 0.0015193428263368307 -0.0010044931060187231 -0.00088862316347376269 0.00033171483385714478 0.00072196503866159745 -0.0003800413059273245 0.0018442293278540329 -0.001814910279056137 0.0008881142614683645 0.0013623507556744191 0.00019324546396237176 -0.0010746640990871301
leaf_weight=13.292808787391566 1.2065116832964111 0.31450412970480346 0.8971971217506497 1.0665756328962732 0.59566019664634895 0.94171003822702948 1.1686044707894314 0.73197121752309591 0.80051903604180552 5.1929833825270242 0.88726557791233318 1.5885760840028513 1.2940718401223423 0.87014332094258862 0.54081960078656266 14.915479724455965 1.1247331097256381 2.1246529920026651 0.9261837899684896 1.6853568757651363 1.395439668558536 1.7661326541565361 0.39537014193774644 2.0097366259433334 1.0145217124372718 0.67238330788677558 1.3723835877608506 1.5014892281033096 2.032737470304709 1.9696548509236889
leaf_count=1119 23 23 57 28 26 33 28 55 26 76 12 24 21 35 36 635 19 36 12 34 27 31 16 36 25 31 27 16 171 162
internal_value=7.87547e-05 0.000155153 -6.03988e-05 -6.26783e-06 -5.22538e-05 -0.000636416 4.48711e-05 -0.00025184 -0.000821057 0.000120825 -4.26609e-05 0.000253763 0.000795017 -0.00124436 -0.000307335 7.98314e-05 1.67621e-05 0.000130501 -2.74286e-05 0.000112435 -1.23736e-05 0.00017861 0.000380965 4.21201e-05 0.000366115 -0.00087555 0.000286298 0.000805297 -2.70035e-05 -0.000430717
internal_weight=66.2962 42.7987 23.4974 22.6002 21.5337 3.06986 18.4638 2.4742 1.53249 41.5922 18.6529 22.9393 4.25503 1.72547 0.855324 16.9275 16.0402 18.6843 13.4913 11.3666 10.4404 8.75507 7.35963 4.09201 3.02426 1.06775 2.66646 3.26762 17.2952 4.00239
internal_count=2900 1195 1705 1648 1620 140 1480 114 81 1172 760 412 72 94 59 666 654 340 264 228 216 182 155 108 61 47 48 47 1452 333
is_linear=0
shrinkage=0.00196078


Tree=850
num_leaves=31
num_cat=0
split_feature=7 13 13 17 10 3 10 18 10 0 3 0 10 2 19 7 8 18 19 5 5 6 10 5 0 9 12 4 17 7
split_gain=0.049913 0.110614 0.179174 0.126555 0.113089 0.0944712 0.137308 0.171043 0.0855736 0.244213 0.168376 0.339964 0.166039 0.155382 0.267152 0.298902 0.207266 0.146415 0.126225 0.111248 0.0939651 0.304496 0.303014 0.254266 0.248639 0.12001 0.0965553 0.0909422 0.0883967 0.0800413
threshold=26.752366550650006 81.98184222990001 92.284013785800013 242.64190980425005 91.28659581940002 75.456954347300012 80.371455809750003 17.383654746850002 78.220689305400015 98.615332683000005 79.47351079420001 99.983757871350008 78.820215468450016 219.74617996645003 11.950964240300001 25.582719811950003 1.6487133604500002 15.103091397600002 12.150980378200002 16.664129935850003 16.579584939650001 13.665319288000001 72.496961945650014 16.892865140250006 95.590817286200021 205.20707599510004 240.89943760205003 274.67316291360004 200.96259924040001 27.952168727600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 -3 5 -2 -4 7 -7 9 20 -11 19 18 14 15 17 28 -14 -10 -12 21 22 24 -22 -1 -23 -24 -17 -15 -6
right_child=1 2 3 -5 29 6 -8 -9 12 10 11 -13 13 16 -16 27 -18 -19 -20 -21 23 25 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.037405278001413293 0.059236958435614565 -0.10122968726793298 -0.10121038067663315 0.048954259871148056 0.068206894505233609 -0.086959070107117925 0.032509044477183828 0.02954468552157688 0.097775546459683949 -0.10247616159571381 -0.10217280294443998 0.09658699928053871 0.039886875498742098 -0.10195399695190571 -0.10190357866923246 0.070802906024475157 0.064017048240739977 -0.10249069576719333 0.011015907638626846 0.015220656955042178 -0.059040638058666974 0.063263894323504669 -0.10325822369886886 0.00082610056215736251 0.061499002647320528 0.012337777424911562 -0.0014020762058388047 -0.0090835926619272037 0.021053616181338598 -0.10055592298513301
leaf_weight=0.47852104563207765 0.33362857127212864 0.27149426904270502 0.14992101381358203 0.27058003231650207 0.040231305313682242 0.36466548624593997 0.36040562498965301 0.1925575421191752 0.39279796101618503 0.37318405043333669 0.28128904498589691 0.18247555510606617 0.097809579689055903 0.12586609865320486 0.29139752223272797 0.46513722066993068 0.68399432790465653 0.27615268399313209 0.29261270947245066 0.11321534670423716 0.72246442170580749 1.176261067856103 0.3914860087679698 39.360488656233429 0.54216232849285007 0.76283624535426486 0.12209364435693715 0.2054408765889093 0.10902677505509928 0.09322742353697322
leaf_count=31 25 182 57 20 10 42 31 15 10 71 58 5 8 41 63 51 33 95 42 18 31 25 69 1596 13 28 13 26 12 179
internal_value=0.000447616 -0.014727 -0.0271593 -0.0121311 0.028116 -0.0276137 -0.0155896 -0.0466993 0.0011118 2.02405e-05 -0.050133 -0.0162781 0.0176347 0.00453289 -0.0172383 0.00638095 0.0361852 -0.0652519 0.0607365 -0.0684831 0.00111431 0.0168927 -0.0163936 -0.000252951 0.0151303 0.0432297 -0.0790439 0.0463286 -0.0448594 -0.0496822
internal_weight=49.5234 2.07671 1.60962 1.33813 0.467087 1.06755 0.917629 0.557223 47.4467 44.5065 0.950164 0.57698 2.94024 2.25483 1.33594 1.04454 0.918887 0.373962 0.685411 0.394504 43.5563 3.47336 1.53426 40.083 1.02068 1.9391 0.51358 0.670578 0.234893 0.133459
internal_count=2900 561 347 165 214 145 88 57 2339 1958 152 81 381 329 243 180 86 103 52 76 1806 179 126 1627 44 53 82 77 53 189
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=16 16 16 10 0 3 3 9 13 15 14 19 8 13 13 3 12 9 18 16 16 16 15 16 5 2 14 3 6 10
split_gain=0.14822 0.309003 0.24059 0.318251 0.468141 0.277661 0.662706 0.443356 0.336298 0.228236 0.234928 0.565235 0.33175 0.29775 0.317892 0.282417 0.253437 0.211754 0.496127 0.254459 0.237124 0.217139 0.275345 0.39246 0.381601 0.333615 0.263636 0.248772 0.228902 0.269114
threshold=18.594956516900002 18.484956774100002 18.984955604900005 70.085415002650009 94.776214472700005 83.511574906150017 85.436510927550003 198.36365860590004 109.51703040195001 32.540328261750005 169.50964292540002 12.651020723000002 8.3434888241000014 108.36905878025001 107.97116697695002 97.300676657200015 94.472960382900013 206.08249486475003 15.532509816950002 18.324957148300005 17.694958621500003 11.934972090850001 23.4448654772 15.444963882950001 16.522781810950004 83.677637406800017 192.04981134545002 76.021530554700021 5.0951190466500007 66.499011856650014
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -7 -8 10 11 12 -1 14 16 -15 -12 19 -19 20 21 -18 26 -24 25 -25 -23 -27 -28 -30
right_child=2 -3 3 4 -6 6 8 -9 -10 -11 13 -13 -14 15 -16 -17 17 18 -20 -21 -22 22 23 24 -26 27 28 -29 29 -31
leaf_value=-0.00093098413048164777 0.0017646718903334654 -0.0017289234984864822 0.00013220946892454472 -0.002051746951437445 0.00036704083319521216 0.00058606617425911028 0.0019429286444537376 -0.0021067564732623585 0.00033351663304415178 -0.0020013964948474325 0.0015515099104078133 -0.0021191859732149999 0.0018246521426931756 0.0015611828659905776 -0.0020400658642551897 -0.0010716079814651518 -0.00047874738881515251 -0.0020739387176391829 -9.5779075704160191e-05 0.001895090114202709 -0.0020031830604448245 -0.0011449446429539632 -0.0017407495234384974 0.0020556272235508354 0.0011925053839108575 0.0011783974403789608 -0.00028578947033153159 -0.0020571198383534132 -0.00047728541525095188 0.0009334408630016092
leaf_weight=0.33347036481792247 0.6716175870969886 0.42005204754241177 39.789814505067625 0.63492615817813092 0.59680681908503175 0.40655979467555914 0.85130556998774443 0.55729104322381318 1.2067728971887843 0.2221413306760941 0.41132559070319707 0.63867790605581831 0.33843922322557773 0.85230839136056491 0.28967913336237039 0.19191787935824323 1.8888408856419072 0.58627730380976517 2.8917132624919759 0.30462856590747911 0.20653049738757623 0.36539302387973105 0.57290732805267941 0.12711888551712014 0.71611943456809968 0.1127297688217368 0.98499929317040358 0.48204861669364618 0.59561691840644915 4.0889743378647836
leaf_count=33 17 51 935 45 15 11 14 34 40 60 19 40 8 19 25 118 492 43 273 5 29 26 37 1 30 7 166 83 51 173
internal_value=8.49586e-05 -6.73452e-05 0.000144981 0.000101823 -0.000879781 0.000624301 0.000370856 -0.000970903 0.000999235 -2.67711e-05 -9.37615e-07 -0.00079842 0.000457023 6.57649e-05 -6.45953e-06 0.0010773 3.46346e-05 -1.01754e-05 -0.000429233 0.000129351 7.63108e-05 0.000119541 0.000259994 -0.000368385 0.000178367 -0.000827656 0.000469376 -0.00144388 0.000573416 0.000754076
internal_weight=62.337 17.6219 44.7151 41.0215 1.23173 3.69355 3.02193 0.963851 2.05808 17.2019 16.9797 1.31059 0.67191 15.6691 14.6249 1.04423 14.3352 13.9239 3.47799 10.4459 10.1413 9.93475 8.04591 2.01092 1.43802 0.721897 6.03498 0.594778 5.66959 4.68459
internal_count=2900 1789 1111 995 60 116 99 45 54 1738 1678 81 41 1597 1460 137 1435 1416 316 1100 1095 1066 574 158 121 91 416 90 390 224
is_linear=0
shrinkage=0.00196078


Tree=852
num_leaves=31
num_cat=0
split_feature=12 17 5 8 2 16 10 15 6 17 15 17 19 0 16 18 15 9 6 4 17 12 4 17 9 9 15 6 6 5
split_gain=0.0504999 0.174854 0.245209 0.141024 0.115558 0.154826 0.166831 0.0897265 0.0813329 0.0667637 0.154379 0.134147 0.151332 0.306291 0.196084 0.172774 0.117181 0.188995 0.0933776 0.0781372 0.0751765 0.257382 0.209569 0.191985 0.103517 0.267884 0.110434 0.08437 0.0760564 0.531132
threshold=327.98456567570003 208.75622138895002 18.367178700250005 2.9476996444500005 308.2991537635001 22.674946976100003 74.986474174450009 11.325487309600001 16.475384944750001 208.12573104970002 38.198215516250009 209.52161856205001 14.551174033150001 96.249489528150022 18.764956119400004 16.601687687950005 26.135540888150004 214.06274384885003 8.1951914793500027 433.86108355775008 204.75389752000004 234.88438170465002 261.08002863725005 204.13511856875002 219.38617924735004 215.80505313260002 35.194695975650014 13.915325129350002 14.835346625500001 17.671168838450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 -2 6 8 -8 -6 20 11 -11 13 -13 15 -15 17 18 19 -17 23 22 -22 24 25 28 27 -26 -1 -30
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12 12 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0054771613461020805 -0.10879934922798676 0.03864716446666247 0.07488751656851951 -0.10180898707762823 -0.092191065501830594 0.049869116707013411 -0.10121833858499057 0.027011898688861259 -0.0064406303326025073 -0.085818082987268271 -0.11480344769679048 -0.10425771714569437 0.071641798378931462 -0.10162693833871812 0.081625979822859324 -0.10100426796741742 0.076247486842577969 -0.081049638547964639 0.054972725892993769 0.0737439420908787 0.02455908809996963 0.084940577516874533 -0.054508828482672439 -0.053686898569321219 -0.020067230394965406 0.061341419326569557 0.0057334231075338998 -0.10656771501824597 0.088285347235027387 0.0020508987436761504
leaf_weight=11.21214680454568 0.18130602130258866 0.12167031306307752 0.42339180595445214 0.17330577417305904 0.48612767527083611 0.23506060765066639 0.064062587789521785 0.36819486496096943 0.14319017329785311 0.20384879353878194 0.14676371758105222 0.29275696792319639 0.25245235860347737 0.17654573242180027 0.28882338199764479 0.084284649825349334 0.19028937583789229 0.25423922427580692 0.32442545524099842 0.03674223949201405 1.1475672903907246 0.47832556294360973 0.47354503790847946 0.63018622744129871 0.21072937135704606 0.76284005421621159 0.40012454778479878 0.24253850973036606 0.73256148584187286 28.549084591091969
leaf_count=1055 9 20 27 42 70 14 36 62 28 32 10 31 6 46 9 67 13 72 34 3 41 21 32 28 36 49 26 15 13 953
internal_value=0.000472071 -0.0143497 0.0261216 -0.0438743 -0.0340211 -0.023565 -0.0398253 0.00800757 -0.0726801 0.00116336 -0.0156413 -0.00872559 -0.000456862 -0.0115007 0.00853487 -0.0112587 0.00666761 -0.0122555 0.0270084 -0.0479529 0.00200703 0.0204817 0.00146247 0.00109954 0.00191943 0.00263251 -0.0325541 -0.0663527 0.00152653 0.00420829
internal_weight=49.2871 2.19631 0.718368 0.294976 1.47794 1.29664 1.06158 0.432257 0.629318 47.0908 2.25117 2.10441 1.90056 1.64811 1.35535 1.06653 0.889981 0.699692 0.445452 0.121027 44.8396 2.09944 1.62111 42.7402 42.11 41.2566 0.853392 0.453268 40.4938 29.2816
internal_count=2900 308 89 62 219 210 196 98 98 2592 323 313 281 275 244 235 189 176 104 70 2269 94 73 2175 2147 2070 77 51 2021 966
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=16 15 3 3 16 2 13 16 3 0 16 16 7 0 9 16 3 6 16 19 6 15 17 5 15 18 3 17 15 6
split_gain=0.215351 0.389585 0.313984 0.553802 0.560675 0.498525 0.434221 0.791552 0.652842 0.383133 0.370755 0.335463 0.53828 0.301301 0.58136 0.553776 0.518231 0.393301 0.349886 0.329529 0.473803 0.399461 0.638815 0.36243 0.294499 0.293089 0.820249 0.513921 0.486864 0.432516
threshold=18.594956516900002 32.540328261750005 83.511574906150017 85.54673771085001 19.214955067100004 67.628418476450022 112.82921081865001 19.974953289850003 89.227236891450005 92.313586825200005 19.774953757550005 20.784951395750003 22.620341628000002 87.29692395375001 195.07922778810004 22.654947022900004 90.525762168450015 16.355382140900002 22.614947116400003 14.351157895250003 16.415383542800004 41.403124198950003 186.52991945525002 21.269675393700002 37.128521979500007 13.3584252364 93.249170254600017 195.10209338440004 42.133814420300006 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -4 7 10 -8 -5 -6 12 -10 17 -15 16 -16 18 -13 20 -19 22 23 -22 -18 26 -21 -27 29 -29
right_child=2 -3 3 4 6 -7 8 -9 11 -11 -12 13 -14 14 15 -17 24 19 -20 25 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-3.929519238779284e-05 0.0011366591296273661 -0.0020312701475372996 0.00092707280975033355 5.3727547932153537e-05 -0.00075117662936587213 -0.0013620322326696726 0.0011632323845417044 -0.0020983119029971461 8.6906634821776239e-05 0.0015122152156893682 0.00076461464627171588 6.6381283083056006e-05 -0.0021116044930877833 0.0013548522956666317 -0.0011150431374495561 0.0012814593339115748 0.0010838206135741788 0.00093288084876262233 -0.0017114827466135022 0.0016936796595566938 0.00085717691972425863 0.00014733175518833852 -0.0017183106513786663 -0.00088961379972872978 -0.0002080093646104116 -0.0013938622723894522 0.0002281842550121326 0.00059114601257671774 0.00086814899259246678 -0.0010570861688729773
leaf_weight=18.79325044306734 1.2506646565161634 0.38521736167967802 0.4725588802248234 1.0669371091062196 1.2008556679065803 1.6187161394627763 2.4671014670748255 0.91860763018485148 1.2165242696064513 1.9730243696831165 1.2834663242101667 0.82636083986290276 0.66070476546883572 2.2033009938895693 1.4778986452147362 1.3101105540990827 1.1465642470866444 1.1612123660161184 0.87752659755642526 1.7834606580436219 0.87501854076981567 2.6280945699436415 1.7218253243481738 0.95516784361097962 1.6618778677657244 0.94027163228019972 8.3112836146974569 1.0266922805458309 2.2007580643112306 1.515824449365027
leaf_count=1719 31 70 12 41 34 78 51 39 70 32 14 23 10 29 27 27 20 18 29 18 11 76 35 32 23 24 200 14 53 40
internal_value=9.56602e-05 -7.93059e-05 0.000167434 0.000140793 0.000188272 -0.00084477 0.000127123 -0.000543127 0.000188821 0.00100033 3.19212e-05 0.000119142 -0.000686876 0.000165522 0.000501691 0.000165804 -0.000175193 5.98949e-05 -0.000849244 0.000126897 -0.000216288 -0.000432212 -0.000861009 -5.4467e-05 0.000319388 0.000286575 0.000487097 -6.9579e-05 0.000192937 -0.000391514
internal_weight=65.9309 19.1785 46.7524 45.5017 43.4105 2.09128 40.3705 3.40293 36.9676 3.03996 2.48432 34.5005 1.87723 32.6232 7.79975 5.59645 4.28634 24.8235 1.70389 23.1196 7.34132 6.18011 3.55201 1.83019 2.80844 15.7783 10.0947 5.68355 4.74327 2.54252
internal_count=2900 1789 1111 1080 990 90 917 87 830 73 48 779 80 699 126 97 70 573 52 521 172 154 78 43 43 349 218 131 107 54
is_linear=0
shrinkage=0.00196078


Tree=854
num_leaves=31
num_cat=0
split_feature=6 5 15 12 5 14 7 7 0 6 16 18 9 16 3 0 5 10 5 7 9 3 18 0 18 7 7 17 18 12
split_gain=0.178368 0.455679 0.322018 0.306928 0.618772 0.330135 0.301284 0.611194 0.297711 0.560358 0.479295 0.42675 0.613733 0.482965 0.421016 0.374021 0.363899 0.353015 0.345736 0.334222 0.324639 0.452564 0.401482 0.40073 0.416412 0.316514 0.512642 0.307691 0.386442 0.30326
threshold=14.835346625500001 17.671168838450004 38.469938489650012 129.90914191640005 16.579584939650001 223.45180875365003 23.824098587650003 24.071745547300001 87.181320254150009 16.355382140900002 22.614947116400003 13.544020937350002 196.57165974130001 22.494947397000004 92.751805500450018 86.692020874450009 20.206488238950005 64.434276012450013 20.569643378550001 22.765858321950002 201.78065190905002 93.356708579850007 13.601370067700001 86.530713386650021 13.512826932300003 23.903127120600004 24.472706336050003 195.24502669890003 13.3584252364 96.350437043050007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 9 -3 11 19 -13 17 -11 16 -16 -14 -18 -10 22 -22 23 24 27 -19 -27 28 29 -20
right_child=1 8 -4 5 6 -7 7 -9 10 14 -12 12 13 -15 15 -17 18 25 20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00023524748003536135 0.001409255064130311 -0.0010077696858272484 -0.0012880230670738683 0.00088965493893308008 -0.0022609747750474956 3.738611065822052e-05 0.0010072730098074963 -0.0012859818475289329 0.00020622594864625921 -0.0011504165150998122 0.001155507367158607 -0.0008710178563241047 0.0016922387866097996 -0.00058747548308379005 0.0013334409484951843 0.0010696960315575942 -0.0012966855468015922 -0.00032273772006079129 0.0010689768741523227 0.0014051261748708576 -0.0021249846789828902 -0.00016255780623141973 0.0011392780211251993 0.0012954713101092892 -0.0012575935722355018 0.0013952488684278524 -0.00010320748096460803 0.0010991943319451135 -0.001269183093468995 -1.4294332336669512e-06
leaf_weight=3.1298544331130023 1.1152513036504377 1.9231362717273466 0.77140664287071459 2.0087562382686874 0.59665456481889156 13.431632760361024 0.59989576227963004 1.7510854536667464 1.8245878238230973 1.0075696329586232 2.4070649482309809 2.3596222691703579 0.86736945621669104 1.946351747959852 0.85386426374316826 1.5663125831633795 0.73149036677205259 1.8108734188135711 1.1215850382577635 1.7527775298804043 0.54845714312978033 2.5638495727034751 1.5274979830173823 0.98953389748931009 0.93821044541982779 1.8545629018917682 1.6665899284998884 1.0759972319210636 0.85101343243150118 10.97608354761678
leaf_count=208 23 101 57 89 23 1249 13 66 28 22 42 42 11 30 12 18 13 29 34 23 22 119 27 11 23 36 54 17 20 438
internal_value=9.97767e-05 0.000171788 -4.32795e-05 1.34403e-06 -0.000371919 0.000148264 -0.00101662 -0.000700816 0.000139815 1.17816e-05 0.000346927 0.000208722 9.54029e-06 0.000264616 9.09986e-05 0.000143678 7.8277e-05 0.000532138 2.80166e-05 0.000793643 7.50735e-05 -0.000508381 0.000178958 8.70039e-05 7.08484e-06 0.000343422 0.000686017 9.16882e-05 7.96738e-06 9.78088e-05
internal_weight=66.5689 44.2797 22.2893 21.5179 6.07749 15.4404 2.94764 2.35098 43.1644 26.6746 16.4898 14.0827 10.5054 8.14575 24.7515 23.7439 22.1776 6.1994 21.3237 3.57737 20.5922 3.11231 17.4799 15.9524 14.9629 5.33203 3.52115 14.0247 12.9487 12.0977
internal_count=2900 1195 1705 1648 310 1338 102 79 1172 877 295 253 202 160 776 754 736 130 724 51 711 141 570 543 532 119 90 509 492 472
is_linear=0
shrinkage=0.00196078


Tree=855
num_leaves=31
num_cat=0
split_feature=3 10 18 12 5 6 13 15 9 5 17 17 17 18 18 16 4 18 2 6 13 3 5 4 2 16 9 16 18 16
split_gain=0.0492977 0.140883 0.211013 0.294458 0.162283 0.254572 0.159271 0.158294 0.210131 0.356888 0.208568 0.192456 0.159317 0.115225 0.103835 0.211886 0.125704 0.214815 0.150922 0.226615 0.257336 0.136995 0.243465 0.629962 0.386394 0.448311 0.335305 0.24233 0.219433 0.205374
threshold=93.883646373400012 61.917879202350001 13.101381023200002 113.21840097485001 22.852794041600003 16.415383542800004 117.60660091645001 43.376643616500012 191.62448690950001 28.372909273050002 188.84204146815003 185.71388464605002 183.40283206635004 12.777826849750001 12.903279561150002 22.714946882600003 155.77228353875003 13.5538556217 68.519383356500015 14.515339148550002 104.58102127445001 93.308316333450009 22.782602051550004 190.00198300580004 156.02689307135003 22.594947163200004 202.37225149245003 22.624947093000003 13.075178189100003 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=13 7 3 6 -5 -6 -3 8 10 -10 11 12 -2 -1 -15 16 17 -16 19 20 -18 28 23 -23 -24 -26 -27 -25 -20 -30
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12 -13 -14 14 15 -17 18 -19 21 -21 -22 22 24 27 25 26 -28 -29 29 -31
leaf_value=0.038421986495183323 -0.0038771101629316998 -0.10463197719055731 -0.073401706564795707 0.1019213178791669 0.085779656280060596 -0.10616170425859635 -0.0080753709116130491 0.038699909662983034 -0.1117483929081617 0.01780288671016261 0.092046825343257713 -0.11106978607510797 0.098917269067671509 -0.030059137163280222 0.066289250758887044 0.059941616862668072 -0.060899649664011818 -0.0056821850019890281 0.0726774025850212 -0.082058689425560827 0.053339000208498667 0.010212419906860261 0.066709324078292151 -0.11009889042415921 0.049841099422945921 -0.10786899924847414 0.013365904723490949 -0.035560300934902998 -0.00033267988624481528 0.024822356363305754
leaf_weight=0.84073299020383174 1.477829195671575 0.29331498887768226 0.70962575693374663 0.283813999267295 0.1450276305549778 0.13198337524772796 0.40910873562097549 0.94296172315080173 0.44750249636126671 0.40516696404665709 0.26281653897240165 0.15178889030357812 0.16790235397638742 1.0473644434678124 0.77641218714415916 0.6179395611397912 0.36274913832767086 0.89019127629580908 0.45325236255303281 0.55535668111406267 0.43203122029080987 1.9471588134765618 0.83993284031748805 0.86530539538944118 0.60651757632149361 0.57882462453562766 0.37653416013927199 0.87944757007062435 27.843937673191252 3.6738341450691214
leaf_count=19 257 43 89 7 10 53 6 35 34 17 13 7 5 27 18 19 34 31 18 14 11 32 14 28 21 38 14 20 1886 80
internal_value=0.00060514 -0.00803196 -0.0297667 -0.00525494 0.0487773 -0.00567183 -0.0483951 0.00308846 -0.00843923 -0.0501889 0.00883885 -0.00332704 0.00661027 0.00176016 0.0010391 0.0018202 0.000945944 0.0278468 -0.00019152 -0.0330478 0.00119884 0.000973874 -0.0127674 -0.0288895 0.0120144 -0.017399 -0.0600869 -0.0725275 0.00359298 0.00259949
internal_weight=49.4164 5.82884 1.97287 1.26325 0.560825 0.277011 0.702424 3.85597 2.91301 0.852669 2.06034 1.79752 1.64573 43.5875 42.7468 41.6994 41.0815 1.6666 39.4149 1.35014 0.79478 38.0647 6.09372 3.69191 2.40181 1.56188 0.955359 1.74475 31.971 31.5178
internal_count=2900 576 208 119 70 63 49 368 333 51 282 269 262 2324 2305 2278 2259 49 2210 59 45 2151 167 80 87 73 52 48 1984 1966
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=12 19 18 7 3 13 2 17 7 16 15 2 6 4 12 16 15 15 19 15 4 19 6 6 6 16 4 19 5 18
split_gain=0.0484349 0.14834 0.253676 0.191792 0.180552 0.149854 0.0945621 0.0848469 0.0861707 0.075548 0.0665858 0.0649883 0.202511 0.192953 0.0884496 0.094907 0.260644 0.134932 0.123779 0.190451 0.193067 0.115335 0.105016 0.264653 0.293362 0.10389 0.296677 0.289923 0.090447 0.506869
threshold=322.29449443480007 14.351157895250003 14.643918747750002 26.185885009700005 92.913112988300014 82.390487865700024 296.01432942755008 209.52161856205001 22.765858321950002 22.654947022900004 18.871799531050005 270.91232589630005 16.245379570700006 385.08236174150005 273.64044797740007 13.534968349350001 17.382777826050003 16.353133686700001 10.350835137000002 13.029010608550001 339.28228210615003 11.950964240300001 11.125259939900001 12.745297791850001 13.855323727400002 14.994964935250001 233.74578482015002 12.250988447150002 20.717225865800003 14.297806230850002
decision_type=2 2 2 2 2 2 2 2 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 9 7 -3 -5 11 8 -4 -2 -8 14 13 -13 15 16 17 18 -1 -20 -21 22 -17 -24 -25 26 -23 -28 -27 -30
right_child=1 4 3 5 -6 -7 10 -9 -10 -11 -12 12 -14 -15 -16 21 -18 -19 19 20 -22 25 23 24 -26 28 27 -29 29 -31
leaf_value=-0.10146379810888254 -0.10005636035735338 0.057915877933835784 0.064595751995721068 0.022805693731932971 -0.034483887429275072 -0.091084557132832755 0.0049641775015107116 0.090494906489663532 -0.038786007642800435 -0.019637291019747174 0.082498702375656513 -0.10228345886433071 0.041747265001895066 0.012337458132643364 0.036079821475313016 -0.0069613426520105347 -0.10205681840173264 0.044524299888421603 0.038605038852872878 -0.10125718500923193 0.088564930338501824 -0.10585792708731011 0.093498114644299649 -0.10389139062951414 0.071929666071521986 0.0067983506668002729 0.056957788957503065 -0.073569120335123958 -0.00021312291277770205 -0.093654656149736004
leaf_weight=0.16940790060470934 0.47724824105148345 0.51958421470771998 0.15045985417236785 0.19251666538548307 0.35662497644261748 0.28889917687774869 0.20391966514034621 0.2125487708253786 0.17370907300210092 0.15467727137729526 0.24245608522323892 0.38136539520564738 0.30168207904353039 0.23884890729823383 0.72225490454184083 0.51093929074704536 0.331000408183172 0.41356576415637392 0.41292535618958937 0.2660452143306884 0.067094335084220802 0.34794303057787945 0.55410030763596296 0.18746387003920972 0.19219125352901756 18.083784532329446 0.44145509309601039 0.27691226714523509 21.392768572827666 0.59671041828550997
leaf_count=181 72 29 12 64 26 83 31 12 35 8 13 39 22 71 66 37 124 41 78 132 6 41 21 14 31 735 24 30 776 46
internal_value=0.000538824 -0.0129449 -0.030603 0.000287182 0.0203083 -0.0455402 0.00127399 0.0413926 0.00919763 -0.0803721 0.0470783 0.000828429 -0.0254543 -0.0581421 0.00136727 0.000800616 -0.0226571 -0.00288241 -0.0242984 -0.0067766 -0.063027 0.00171506 0.0294864 0.0494302 -0.0148862 0.000739811 -0.0300667 0.006643 0.00155954 -0.00274877
internal_weight=48.8611 2.52627 1.65006 1.01813 0.876209 0.481416 46.3348 0.536718 0.324169 0.631926 0.446376 45.8885 0.921896 0.620214 44.9666 44.2443 1.66004 1.32904 0.915473 0.746065 0.33314 42.5843 1.44469 0.933755 0.379655 41.1396 1.06631 0.718367 40.0733 21.9895
internal_count=2900 341 286 206 55 147 2559 59 47 80 44 2515 132 110 2383 2317 562 438 397 216 138 1755 103 66 45 1652 95 54 1557 822
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=6 5 15 16 13 18 18 18 16 7 10 9 12 16 12 13 16 19 13 10 7 7 18 3 6 15 15 16 10 18
split_gain=0.163019 0.399817 0.389995 0.283211 0.469561 0.525635 0.451358 0.530072 0.369818 0.249471 0.894329 0.389978 0.462243 0.376641 0.265831 0.251036 0.331703 0.336443 0.349969 0.34033 0.260229 0.32233 0.464199 0.317492 0.307769 0.382784 0.405088 0.378023 0.248228 0.222662
threshold=14.835346625500001 17.671168838450004 38.469938489650012 19.774953757550005 107.97116697695002 14.234745508550002 14.504139642200002 15.042884401850001 18.714956236300004 24.052187734100006 75.28220456885002 199.21354841250005 139.31809447045003 18.324957148300005 66.834523482800009 98.238948544700023 9.6249774926000011 11.550931964450003 92.504467352450021 87.33187390945001 24.639960683050003 24.918974924200004 15.502113896900001 81.871615446550024 12.380289263450001 20.937157557000003 24.673905035600004 15.164964537700001 90.740838818900016 17.248993197150003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 11 13 12 14 -11 -1 16 28 -18 19 -19 -17 -22 -23 24 25 -24 -27 -26 29 -12
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 15 -13 -14 -15 -16 20 17 18 -20 -21 21 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.00057568205409269668 0.0012971622954521026 0.00011483728497499995 -0.0013647945506397893 0.00099554833088477961 -0.0022461531325797999 0.00067156156853838596 -0.0020827447596593108 0.00014508208962214558 0.0011231030260928573 -0.0021107807781188142 -0.00056901269495587565 0.0018161334437023005 0.00041735173894285915 9.715176490410054e-05 -0.0021640177964479534 -0.00094847930504371892 -0.0020031966184370724 0.0013148308205993317 -0.0014912402781182843 -0.0012828679470511663 0.0014389095363830711 -0.0017234565558127051 0.0015151400691391786 0.0017224559427508753 -0.001225823652116867 -0.0015852828869807171 0.00089629996931256579 0.00059212909641459522 -0.0012532221089848403 0.0013807397935095571
leaf_weight=0.19243319705130346 1.1290739050600667 42.168412503013315 0.84628572003930358 1.0297978753224004 0.69556940169422832 1.0478663137182596 0.82611423273920059 0.81639107340015471 1.1955239605158556 1.1608206774690177 0.31876499953068405 0.6181420967914163 3.7913251127029071 0.39918817626312364 0.46565246878526523 0.60245243807003124 0.67184070037910748 0.58802737249061443 0.59357255803479347 0.28929809880355606 0.96784047089749936 0.43888379912823428 1.0697965853032663 0.59570414386689652 0.98604321852326371 0.43952875712420769 0.59561347760609351 0.79375898418948054 0.28308468541490572 0.76709789910819381
leaf_count=3 23 1172 57 28 26 33 55 26 28 76 44 6 296 15 63 34 205 29 111 66 23 35 38 15 36 38 28 34 229 28
internal_value=7.4717e-05 0.000145669 -5.83501e-05 -8.63698e-06 -5.73919e-05 -0.000726767 -0.000333944 -0.000975425 6.97633e-05 -5.96599e-06 -0.000164968 0.000356789 0.000154047 -0.0015458 -0.00136289 5.04138e-05 -0.000371887 -0.000853563 -0.000328462 0.00045824 0.000278931 0.000404535 0.00020103 0.000389544 0.000185149 0.000692639 -0.000157398 -0.00041505 0.000382055 0.000808372
internal_weight=66.3839 43.2975 23.0864 22.2401 21.2103 3.38594 2.69037 1.64251 17.8244 16.6289 11.5613 5.06755 4.44941 1.56001 0.658086 10.0013 3.51169 2.14274 1.4709 0.877325 6.48962 5.88717 4.91933 4.48045 3.88474 2.10494 1.03514 1.7798 1.36895 1.08586
internal_count=2900 1195 1705 1648 1620 140 114 81 1480 1452 1084 368 362 91 66 993 712 411 206 95 281 247 224 189 174 104 66 70 301 72
is_linear=0
shrinkage=0.00196078


Tree=858
num_leaves=31
num_cat=0
split_feature=6 6 5 7 0 7 5 16 2 6 9 0 9 15 0 9 18 9 2 15 2 2 3 7 18 5 18 15 8 17
split_gain=0.154939 0.568518 0.256924 0.291455 0.405826 0.325571 0.393883 0.554574 0.32992 0.329888 0.310175 0.224448 0.436597 0.456807 0.611873 0.466568 0.419381 0.418839 0.391556 0.368032 0.354957 0.666911 0.31278 0.231789 0.367047 0.614156 0.43154 0.475706 0.222058 0.450999
threshold=13.665319288000001 13.775321858200002 20.950952025950006 20.778835947700006 94.047642319350018 24.005763052250003 14.624842172000003 18.844955932300003 69.280267125550012 11.060258421150001 216.18094582280003 93.972365491700018 206.08249486475003 29.049007317550004 95.002044955650021 202.89977928865002 14.371157440600003 213.24207352880003 159.92742394165003 23.969938375100003 193.30716668855004 256.81022870250007 87.114108800950007 24.605072964550004 13.954623666350001 19.221712148250003 14.117867417450002 34.761639995350009 1.8485574041500004 194.76181357870004
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 9 8 -8 -7 -5 16 13 15 -15 19 23 -14 -19 -13 22 -22 -18 24 25 -3 -26 -28 29 -6
right_child=1 11 -4 4 5 6 7 -9 -10 -11 -12 12 17 14 -16 -17 20 18 -20 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0010889089845069837 0.0013578902423289909 0.0013000235650575053 -0.0011741803436662453 -0.0020322825960912456 -0.0014588065400538074 -0.00039398979239676813 0.00070547368819455839 0.00096430353465101304 -0.0020371858067591646 0.0004925978234392803 0.00077975787318757548 -0.0010009888442938728 -0.001653260659974442 -0.0020942938074197193 0.00058644417278260223 0.0014591762319695783 0.0015848015412126201 0.00090558711995480229 -0.0014038299719030989 0.00050015837151846313 -0.0018037915201361285 0.0010362612322872466 0.00022458827304157225 0.00098519854129003131 -0.0012240005757266615 5.3562864413409266e-05 0.00069220505853673144 -0.0010114139482968476 0.001068854353743583 0.0011461703157763657
leaf_weight=0.79551152719068063 1.3583141928538669 1.5898528101388354 0.849057710758644 0.68881314268582983 0.49639710367773593 3.6120178070086677 0.19712498760782171 0.40829357504844654 1.1663612218108026 2.9163227467797697 0.19308009557425976 0.95779241045238439 1.3446008121609341 0.74062987416982629 0.58663642869214527 1.1696269251406191 1.8512118675280356 0.6843175273388622 0.48041705538344104 1.8231053212657569 0.53742475339095086 0.77819018992158817 1.0016237226955125 1.0292323336470861 1.8152178888994956 34.483006909478718 1.5932122425001582 1.0425064469454808 1.4878799954676649 0.52657916420139372
leaf_count=42 34 27 66 86 57 689 8 9 119 154 6 21 83 56 26 17 30 24 40 39 23 32 34 24 41 961 30 24 69 29
internal_value=5.90808e-05 0.000105158 -0.000130469 -5.9509e-05 -0.00013764 -3.33091e-05 -0.000220459 -0.00104037 -0.00164067 2.06424e-06 -0.00141662 7.33573e-05 -0.000234357 8.57796e-05 -0.000909438 0.000420145 0.000125766 -0.000907687 -4.69761e-05 -1.68644e-05 0.000718675 -0.000123892 0.00110723 6.62876e-05 4.29489e-05 0.000108499 -0.000488303 1.83722e-05 0.00058535 -0.000117889
internal_weight=68.2044 54.8669 13.3374 12.4884 11.6929 10.811 8.30012 1.77178 1.36349 6.52834 0.881893 53.5086 7.78713 5.27779 1.32727 3.95052 45.7215 2.50934 1.16473 2.7809 4.16845 1.31561 2.85284 41.553 40.5238 36.0729 4.45094 2.63572 2.51086 1.02298
internal_count=2900 1566 1334 1268 1226 1134 979 136 127 843 92 1532 306 159 82 77 1226 147 64 60 119 55 64 1107 1083 988 95 54 155 86
is_linear=0
shrinkage=0.00196078


Tree=859
num_leaves=31
num_cat=0
split_feature=6 5 15 12 5 14 7 7 2 19 7 7 2 6 13 10 8 13 9 6 6 10 9 12 3 10 0 5 18 3
split_gain=0.0483667 0.306316 0.274819 0.192685 0.403322 0.252777 0.240868 0.443309 0.22861 0.21905 0.285784 0.210727 0.196013 0.221402 0.194579 0.197297 0.181594 0.165324 0.153024 0.289166 0.271372 0.190148 0.145722 0.173078 0.143281 0.601699 0.437843 0.16712 0.546871 0.534389
threshold=14.835346625500001 17.671168838450004 38.469938489650012 129.90914191640005 16.579584939650001 227.57315983240002 23.824098587650003 24.071745547300001 135.10547220710001 12.651020723000002 24.815630185550003 24.673428656250003 136.84471102895003 14.615341485100002 104.02719889955002 78.220689305400015 2.8477776226000002 115.63864956495001 205.20707599510004 13.665319288000001 14.135330269750002 68.214248143850014 211.72643673420001 281.66997808940005 85.80214123330002 68.961639504150014 93.972365491700018 19.385335982600001 13.901940775400002 89.227236891450005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 -7 14 16 -9 -10 17 15 -1 -11 18 19 21 22 -14 -20 -24 26 27 -3 28 -26 -29
right_child=1 24 -4 5 6 8 7 11 12 10 -12 -13 13 -15 -16 -17 -18 -19 20 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.074017451081089786 0.062935727413408291 0.089208038564664735 -0.071198993221263593 0.040500673189107432 -0.11387689985283792 -0.1045018112980924 0.054230506383822076 -0.10635166343585969 0.07238541170609164 0.0076034883705755618 0.041657248817147254 -0.024066751319941317 -0.073984714828592535 -0.10379705466082162 0.089974964729721024 0.038480900726219271 -0.10778187809545572 0.081468589699248389 -0.041279147666314964 0.056270587733708403 -0.10635510783949327 0.0027761006572981392 0.032191847169421001 -0.057870259316595 0.024141968245578287 -0.097088920450590963 -0.018091493933934957 0.049930404102544693 -0.091073019164542912 -0.00048411949831373606
leaf_weight=0.21295520849525684 0.82487054134253313 0.70196219638455548 0.58537909428378121 1.7582985928020196 0.46314957427966907 0.20822381647030752 0.43702391162514675 0.58780718978960045 0.37367404603901277 0.20873246330665995 0.39500706450780854 0.6614459496922791 0.34925251467211094 0.20689189005497688 0.46146972477436066 0.58179678706346749 0.39357658545486629 0.24729225505143482 0.84403333815134907 1.0003676237683974 0.33310621661075845 4.2463601933850441 0.97624888504833485 0.27306705862611125 0.8912683892995179 0.62862812931416456 0.82991267801844515 2.2853723284788456 0.76607430912554264 26.282944403962119
leaf_count=19 23 16 57 111 23 53 13 39 12 25 26 27 54 30 7 105 26 8 64 45 29 752 116 64 18 26 28 56 27 1001
internal_value=0.00059174 0.00275875 -0.00396176 -0.0013757 -0.0190115 0.00580294 -0.0500018 -0.032458 -0.000932042 0.010547 -0.024444 -0.062784 0.00150468 -0.00161995 0.0383263 0.00833677 -0.0677946 0.000936315 -0.0015461 0.00754832 -0.02252 -0.00305749 -0.00917964 0.0125067 0.00122606 -0.000256012 0.0310772 0.0017579 -0.0291139 0.00354888
internal_weight=49.0162 33.211 15.8052 15.2198 4.40296 10.8168 2.14943 1.68628 9.05852 2.25354 0.997316 1.24925 8.85029 8.47662 1.25622 0.794752 0.602309 8.26973 8.02244 5.59598 2.42646 4.59561 2.09335 1.24932 32.3862 30.8543 1.53187 30.2257 1.65734 28.5683
internal_count=2900 1195 1705 1648 310 1338 102 79 1227 208 77 66 1174 1162 131 124 51 1132 1124 851 273 806 244 180 1172 1128 44 1102 45 1057
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=19 15 15 16 18 16 4 5 6 7 10 3 9 8 15 4 16 18 12 17 4 8 8 15 13 13 3 13 6 10
split_gain=0.11884 0.170379 0.410456 0.368425 0.511725 0.463866 0.310699 0.255167 0.202908 0.538484 0.334928 0.789043 0.410172 0.538817 0.437279 0.783328 1.00652 0.619601 0.563357 0.449899 0.441899 0.353584 0.324333 0.297246 0.278924 0.421632 0.443948 0.285884 0.489847 0.47296
threshold=14.651182102100002 44.34858359035001 43.376643616500012 22.674946976100003 13.415872650200003 22.594947163200004 373.81957258215004 24.301614351200005 16.455384477450004 23.824098587650003 64.654729579150015 92.171098544300023 201.63419974125003 8.7431769115000026 40.301031380450006 172.73046293330003 22.554947256700004 11.780121045600003 98.870599058600007 188.16174763880002 211.12522916715002 9.4426310644000022 9.0429429770000009 29.049007317550004 117.68187774410002 117.54207792135001 93.308316333450009 117.38883580790001 15.785368822600002 62.116825104000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 -5 7 -7 -3 24 10 11 -10 13 14 15 18 17 23 -13 -16 -18 -14 -12 -17 25 27 -27 28 -1 -29
right_child=-2 3 -4 4 -6 6 -8 -9 9 -11 22 12 21 -15 19 16 20 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=2.7570439572743129e-05 0.0004518876738918722 -0.00084098027999372749 0.001057402875395391 -0.00068544666060993788 0.0017623212320253601 -0.0018153508490147507 -0.00020266520478141558 0.0011836171118226437 0.0020544124567172107 -0.0017236319795133196 -0.002356417743559235 -0.00019592654430564702 -0.0021544819814732891 0.0014488911209573534 -0.00042905250622821947 -0.0021465851987981072 -0.0023657530624215748 0.00090643787233739639 0.001780030478016366 0.0010053560599574873 -0.0008077049400182989 -0.000184212673563993 3.0200242776504696e-05 0.001148736887351942 -0.0011306337259620932 0.0015411403469440352 0.00010545396269150218 9.2095186545728969e-05 0.0006469902223762427 -0.0012936287533547178
leaf_weight=30.710587129631676 2.8002386869629836 0.39698600221890901 1.5644611752359185 0.66087229926779378 0.65263601392507553 1.3174230277436438 0.70514505630126212 0.60267905815635459 0.68737089633941195 0.79627614491619247 0.46859366152057269 1.4807696346833803 0.65481830877251812 0.93308511213399548 1.3590962179005148 0.48663722290075417 1.4187681442126634 1.4517919527834235 0.88705341446620867 2.2039322344935499 1.3812365289777515 0.75274720182642341 0.41087408803286962 0.13427883107215166 0.68902875203639169 1.6017417404800647 1.714405179955065 2.5525174271315327 5.8422944266385448 1.5054721729829905
leaf_count=1872 61 20 31 34 13 87 29 27 6 31 10 37 23 13 19 93 21 121 23 29 19 20 32 7 10 18 25 31 116 22
internal_value=5.62533e-05 3.94734e-05 6.58804e-05 -0.00033624 0.000530763 -0.000713052 -0.00125311 0.000379611 4.00802e-05 -0.000153132 -6.81245e-05 6.47869e-06 -0.000100617 1.93349e-05 -0.000104133 -0.000380859 -0.000830438 0.000205336 0.000544323 0.000458209 -0.00159717 -0.00110081 -0.00124143 -0.00143394 0.000107236 0.000126652 0.000798909 7.17582e-05 0.000126573 -0.000421994
internal_weight=68.8238 66.0236 61.6878 4.33574 1.31351 3.02223 2.02257 0.999665 60.1234 15.5073 14.7111 13.8316 13.1442 11.7366 10.8036 7.24054 4.87271 2.07271 2.36782 3.56303 2.8 1.40757 0.879468 0.620916 44.616 43.927 3.31615 40.6109 36.5529 4.05799
internal_count=2900 2839 2629 210 47 163 116 47 2598 504 473 431 425 382 369 321 261 221 60 48 40 43 42 100 2094 2084 43 2041 1988 53
is_linear=0
shrinkage=0.00196078


Tree=861
num_leaves=31
num_cat=0
split_feature=16 13 3 9 18 13 18 16 0 17 5 2 0 18 3 18 5 0 5 15 6 0 0 10 15 6 15 5 5 16
split_gain=0.0499667 0.239018 0.208522 0.349961 0.271627 0.1864 0.154414 0.291236 0.228678 0.27209 0.453306 0.221873 0.180078 0.357711 0.329018 0.288855 0.177387 0.165983 0.163419 0.533174 0.665193 0.548118 0.520118 0.585557 0.48346 0.412894 0.347241 0.536031 0.779369 0.371828
threshold=22.624947093000003 117.70876232545002 93.308316333450009 197.19111486365003 13.878370392300001 117.54207792135001 12.868666868750003 21.534949641950003 85.939252597950016 188.73286619890004 21.964328598750004 145.11127223590003 86.232294534150014 12.903279561150002 93.308316333450009 13.075178189100003 22.852794041600003 85.775256651950016 22.334016245700003 39.283112803100003 16.455384477450004 88.576630023850015 88.232507383150008 62.837331883000012 38.469938489650012 16.475384944750001 37.80636766060001 20.950952025950006 20.361635946650004 21.534949641950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -4 7 -1 9 11 -11 -8 16 -14 15 -15 -10 -12 19 20 22 -22 -17 -24 26 -20 27 28 29 -25
right_child=2 -3 5 4 -6 -7 8 -9 12 10 17 -13 13 14 -16 18 -18 -19 25 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0046327923638231011 0.068554973741969741 -0.081331214663529106 -0.055259881357828805 -0.020859409047099757 0.044870098337544767 0.0013822487300784935 -0.11024767427769169 0.089268547194803038 2.7165235572551742e-05 0.092517569212300227 -0.1036649605835701 -0.0022941760232299906 -0.11733756455489562 0.074667483015898567 -0.082409169413351524 0.054824043290595738 0.06072834885211769 0.0062665895169754827 -0.043144516443187397 0.061899020045646652 -0.11298851677909137 0.00032139349255471631 -0.12537422637419388 0.00043739206420428625 -0.11981865731227566 0.034099120245290208 0.08758742660616628 -0.10829984879021091 0.096400193730154252 -0.12490421584566612
leaf_weight=1.6673313514063459 1.2558772717602535 0.36848391256353252 0.63617117002286239 1.6306836667936297 1.0232125471811739 6.6977091054359335 0.60576690665857202 0.53768260357901443 0.99063415790442266 0.34153405488177668 0.30362468157181866 0.27764342610043968 0.26647442881949501 0.5138845848850967 0.48832923220470448 1.7750441492826343 0.93657408677972853 0.25079557043500245 2.4679829413853436 1.3944005866323994 0.94137507927371078 0.78117189864860848 0.3749089371413018 18.85439830213274 0.32769929064670478 0.96165469684638072 0.46986047638347272 0.44191083176701695 0.85596609240746957 0.23968350095674296
leaf_count=248 24 59 37 30 36 235 48 9 28 8 46 40 7 20 9 35 20 13 95 43 33 18 6 1635 12 27 10 32 32 5
internal_value=0.00056622 -0.00118963 0.00641218 0.0250636 0.00448267 -0.00353112 -0.000392927 0.0252708 -0.00201619 -0.0369385 0.00189105 -0.0763194 -0.000137835 -0.00197284 -0.000977585 0.000330491 0.0295264 -0.0539367 -0.000947718 0.0017147 -0.00163384 -0.0616027 0.00279211 -0.00149083 0.000701058 -0.0214858 0.00259419 0.000635824 0.00304884 -0.00113599
internal_weight=48.6785 37.4348 11.2437 3.90977 2.6539 7.33388 37.0663 2.20501 34.8613 1.77936 0.895954 0.88341 33.082 31.1547 30.8883 30.3999 1.92721 0.55442 29.8861 26.4564 25.062 1.72255 23.3395 21.5644 21.1895 3.42964 20.8618 20.392 19.95 19.0941
internal_count=2900 2538 362 90 66 272 2479 257 2222 155 67 88 2067 2019 2012 2003 48 59 1983 1861 1818 51 1767 1732 1726 122 1714 1704 1672 1640
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=16 16 9 0 6 3 5 0 5 2 9 10 9 10 16 5 0 0 9 6 2 8 9 18 18 8 7 0 15 19
split_gain=0.177146 0.333707 0.571546 0.287472 0.510029 0.4275 0.405466 0.385248 0.315111 0.552261 0.336233 0.308402 0.684704 0.657183 0.575546 0.479408 0.307602 0.421881 0.387742 0.303601 0.357104 0.363495 0.392948 0.720757 0.508296 0.337415 0.328981 0.437103 0.326698 0.282213
threshold=18.594956516900002 18.384957008000004 187.38923140910003 87.181320254150009 16.355382140900002 92.751805500450018 20.206488238950005 86.530713386650021 21.125470787600005 77.807238814800016 186.67271206880002 64.434276012450013 197.89372115420002 62.837331883000012 21.014950857900004 21.893521430150003 85.509099297050014 85.253695774650012 179.80632259800004 16.245379570700006 202.77941723725004 8.1436447804000007 197.6620677562 13.987466292050001 13.583580954200002 8.0437227585500022 25.334697901700004 93.972365491700018 29.593577021650002 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 -1 -3 4 -2 -6 -7 8 9 -8 16 12 -5 15 19 -14 17 18 29 20 21 25 24 -24 -23 28 27 -25 -13 -10
right_child=3 2 -4 11 5 6 7 -9 10 -11 -12 14 13 -15 -16 -17 -18 -19 -20 -21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-3.1135381331376238e-05 -0.001058939509105492 0.0012012132969786448 -0.0021593369981713763 0.0020079273042118767 -0.0012132967685230241 0.0014108318845496035 0.00017687542337134338 0.00071090597680243967 0.00032122197007595311 -0.0016693894188829705 -0.00010351615330906483 0.00090001757497479545 -0.00097620416248586162 0.0013417207431229885 -0.0013117365997438542 0.00051907204755808267 0.001020715255965028 -0.0020345122310686326 0.0019032255196113556 0.00097544858551468997 -0.0010943267703828604 0.00015316828886796928 0.0019653893123348885 0.00018289703058450296 -0.0013381770144896127 0.0014545140777761625 0.0011599390913368253 -0.0017105664773110962 -0.00074081297716987397 -0.0017482311509250444
leaf_weight=16.26006415266102 1.6442239244352119 0.27029128608410147 0.69460876420635032 1.1927776020020271 0.96008876815904187 0.90185282379389065 1.3398332614451711 3.1112814228981724 1.1234735384205152 1.1640887563116846 12.437223286196966 1.1153072048909889 1.4947069790214302 1.7168613020330665 0.96605543559417206 1.8381623923778532 2.3139182431041263 0.33299054441158649 0.47035138960927714 1.9273679452016956 0.84247105935355726 2.0805457350797956 0.89485035650432143 1.4546417177189148 1.5210131469648329 1.5029949953313917 0.65540875867009152 0.69159337488235895 0.80200427700765442 0.32712120268843126
leaf_count=1693 51 22 74 18 22 12 20 40 70 21 324 22 25 39 25 32 34 14 9 42 43 30 9 33 27 28 15 29 37 40
internal_value=7.23988e-05 -9.76188e-05 -0.00121797 0.000134944 -1.80041e-06 6.9197e-05 0.000121544 7.01408e-05 -3.20479e-05 -0.000681464 6.35757e-05 0.000307562 0.000671775 0.000356167 0.000150265 -0.000151521 0.000518529 2.97805e-06 0.000356171 0.000254977 0.000134864 0.000231479 -1.57185e-05 0.000433383 -0.000476658 0.000758934 -5.59431e-05 -0.000427244 0.000213664 -0.000145457
internal_weight=64.0482 17.225 0.9649 46.8232 26.1264 24.4822 23.5221 22.6203 19.509 2.50392 17.0051 20.6968 6.24251 5.04973 14.4543 3.33287 4.56785 2.25394 1.92095 13.4882 11.5608 10.7184 7.29805 3.69649 3.60156 3.42031 2.80164 2.14624 1.91731 1.45059
internal_count=2900 1789 96 1111 657 606 584 572 532 41 491 454 114 96 340 57 167 133 119 315 273 230 143 86 57 87 77 62 59 110
is_linear=0
shrinkage=0.00196078


Tree=863
num_leaves=31
num_cat=0
split_feature=6 15 17 10 8 10 3 19 8 9 16 15 15 8 19 6 6 0 15 9 3 9 16 17 6 9 19 18 15 17
split_gain=0.135044 0.267653 0.137067 0.22891 0.125346 0.120112 0.101424 0.105614 0.100094 0.194593 0.174884 0.191219 0.212761 0.164194 0.161114 0.273053 0.386945 0.244381 0.401286 0.488705 0.478926 0.408528 0.348126 0.692179 0.458994 0.322245 0.305099 0.375302 0.293411 0.267088
threshold=5.0951190466500007 17.382777826050003 201.37020668845003 90.740838818900016 2.2482454915000001 54.884872733100003 73.074980443700014 11.750948102400001 1.6487133604500002 52.394053035900008 12.644970430600003 13.612549286700002 10.643873581000001 2.8477776226000002 11.850956171350001 13.665319288000001 13.775321858200002 93.972365491700018 29.049007317550004 206.08249486475003 82.753429713350016 202.89977928865002 19.214955067100004 173.06150329755005 14.655342419750001 213.24207352880003 13.751109481500002 11.904475184000002 23.969938375100003 201.59899553070002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -2 -1 -8 -7 -10 11 12 -11 -13 -12 -16 -17 22 19 21 -20 28 23 24 -18 -21 27 -24 -19 -22
right_child=5 -3 4 -5 -6 8 7 -9 9 10 14 13 -14 -15 15 16 17 18 20 25 29 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011531161510432162 -0.001973829074766331 -0.0016491060765541246 -0.0019853443001167314 -0.0019785130779437802 0.0013747090065430194 -0.000815634528269704 -0.0011062947268581159 0.0008131636267125138 0.00076950745395959529 -0.0019963881992177777 0.00069568993096389353 -0.00013727380729306761 0.00069872966354647215 -0.0019969871859084739 -0.00037618236844918422 0.0012372585783036831 0.0020100401306763337 -0.00091951040571204524 0.0010745228175629983 -0.0016619413452851214 -0.0020851142872187049 0.0014569698360307746 0.00030631810460080347 0.0013578019106360026 -0.0012824211796508942 0.00030467412541011237 0.00015690863748091176 -0.0015697584698176204 0.00049086607314142668 -0.00053573462727229916
leaf_weight=0.59326737190713064 0.10602843723290689 0.50084892232553091 0.2037088445140397 0.1486824263974994 0.054000548800104298 0.44096645998069917 0.20758454606402665 0.23494853510055691 1.7316243179957371 0.14035756876910344 1.8077809929964122 0.30521322222193703 0.56975544715896831 0.45407821585195052 4.250721286633051 1.2093743006698776 0.20553447678685133 0.84624799340963353 0.37255760643165592 0.85086111573036738 0.93610241405622197 1.0934140868484972 0.76001937617547699 2.3526837814279133 0.78274238786980277 0.51375927776098251 35.412218395566015 0.89006254509149585 1.7192559656687079 0.78770553207141347
leaf_count=53 91 193 96 149 8 37 23 18 69 71 83 35 79 158 333 33 3 20 13 42 98 17 24 75 116 24 808 45 39 47
internal_value=9.43507e-05 -0.000414202 1.46588e-05 0.000296617 -0.00128128 0.000111231 0.000623197 -8.72208e-05 0.000115014 0.000122091 0.000102164 -0.000565392 0.000166025 -0.00124944 0.000120067 0.000100427 0.000141999 0.000114127 -0.000220825 7.98859e-05 -0.00094142 0.000453375 0.000173152 0.000779358 -0.00059768 -0.00092154 0.000118506 -0.000705647 2.56443e-05 -0.00137711
internal_weight=60.4821 1.94304 1.44219 1.18448 0.257709 58.5391 1.0358 0.442533 58.433 57.9921 56.2604 1.4694 0.710113 0.759291 54.791 52.9833 48.7325 47.5232 7.1199 5.02354 2.09637 3.65892 40.4033 3.34096 0.988277 1.36462 37.0623 1.65008 2.5655 1.72381
internal_count=2900 540 347 243 104 2360 94 41 2269 2232 2163 343 150 193 1820 1737 1404 1371 300 142 158 76 1071 194 119 66 877 69 59 145
is_linear=0
shrinkage=0.00196078


Tree=864
num_leaves=31
num_cat=0
split_feature=7 7 10 3 10 6 8 0 5 15 4 17 5 15 3 3 6 7 2 17 8 17 5 8 8 15 0 5 5 13
split_gain=0.0533746 0.231663 0.234361 0.171584 0.341276 0.134214 0.141213 0.209551 0.116942 0.12018 0.141742 0.128172 0.131341 0.115128 0.114939 0.148671 0.159862 0.110283 0.100295 0.300985 0.220204 0.157098 0.235925 0.349259 0.282903 0.161929 0.153917 0.156324 0.251362 0.134436
threshold=20.778835947700006 21.725272673150005 72.953999827850012 93.491131486350014 63.431481129800005 18.155424198600006 8.8430989333000021 87.181320254150009 20.884258922850005 35.054707749500004 227.22863097060005 166.83257850275001 30.372394345600004 20.742056627150003 112.71898403535002 102.78244278520002 17.215402235100004 22.638073512250003 59.615984903700003 181.49225329600003 8.7431769115000026 183.58889821140002 21.324133279950001 8.4434108459500017 8.2435668022500028 12.209425427750002 94.230457472250009 18.310380701750002 15.094471190800002 117.69263157665002
decision_type=2 2 2 2 2 2 2 2 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 18 17 -1 10 14 12 -12 -13 15 16 -10 -8 19 -3 21 22 23 24 25 -20 -27 28 -28 -23
right_child=1 5 -4 4 -6 -7 7 -9 9 -11 11 13 -14 -15 -16 -17 -18 -19 20 -21 -22 29 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.056655146684836059 -0.10653668739069631 0.030311798068490426 0.044489190250407797 -0.082097343911137766 0.062516331279713885 0.053074529580380128 -0.022349205505661707 0.0043888751226421096 -0.10097421793447946 0.062665703582172813 -0.10262603512984068 -0.016360094154838144 0.018252112244096352 0.053398710522438587 0.083100234137220896 -0.10485573119289385 0.087842846712397601 -0.1061955035176871 -0.10242009442553748 -0.062978779465560381 0.040870564382134655 0.0014571870789194404 -0.086352793161127026 0.069797479060320231 -0.10048271998379694 -0.066853423041704621 0.024996718214357533 0.072499352205724038 -0.075232070156897202 0.02705772111224657
leaf_weight=0.52387367562187082 0.46232943347422295 0.58883884554233989 0.26780959845927998 0.43593354962240483 0.26082454549396061 0.4916111224447367 0.26355780284211394 0.78903158164030174 0.077483166453021446 0.3051177340093999 0.17188236453625894 0.35849027793119581 0.18843300460321188 0.69570629727422784 0.060226774658076465 0.31501802584898542 0.1064329619257478 0.38753053236359847 0.16982258292046104 0.83801775600295514 1.4422243564331427 33.831999914281369 0.45780699502392952 0.46987360389903177 0.40675474295858283 0.2924416709684009 0.84805256409890695 0.33682528349163465 0.3549402502758312 2.1836453070864073
leaf_count=43 57 17 24 39 24 37 8 31 32 8 34 36 32 56 5 132 18 34 110 38 45 1746 25 14 22 15 128 19 22 49
internal_value=0.000657959 -0.000165652 -0.0398232 -0.0593038 -0.0279626 0.00111597 0.000530931 -0.0302623 0.0140524 0.00425839 -0.00477102 0.0120781 -0.0394108 0.0296765 -0.0473943 -0.0631464 0.00829493 -0.0722549 0.00158125 -0.0244794 0.00249277 0.00108626 -0.0196724 -0.00906814 -0.0244519 -0.00900498 -0.000346823 0.0122841 -0.00457555 0.00300936
internal_weight=48.3825 45.5799 1.4269 1.15909 0.696758 44.153 43.6614 1.44012 2.80266 2.27879 1.97367 1.41451 0.360315 1.0542 0.559161 0.498934 0.183916 0.651088 42.2212 1.42686 40.7944 39.3522 3.33652 2.87871 2.40884 2.00208 1.83226 1.53982 1.20299 36.0156
internal_count=2900 2504 144 120 63 2360 2323 73 396 353 345 158 66 92 187 182 50 42 2250 55 2195 2150 355 330 316 294 184 169 150 1795
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=6 6 0 9 15 0 9 9 2 0 9 7 15 18 16 3 5 17 6 9 17 5 9 6 13 12 3 4 2 10
split_gain=0.211896 0.464657 0.280631 0.354677 0.57652 0.445498 0.389844 0.386696 0.334483 0.31919 0.357887 0.655367 0.311409 0.290626 0.324387 0.278007 0.288134 0.252371 0.504798 0.368513 0.322563 0.382821 0.324721 0.238259 0.417584 0.438051 0.334829 0.247692 0.522564 0.299232
threshold=13.665319288000001 13.775321858200002 94.047642319350018 206.08249486475003 28.777417478550003 95.002044955650021 202.89977928865002 213.24207352880003 159.92742394165003 87.181320254150009 188.53841931785004 22.940014114900002 23.969938375100003 13.482409244300003 22.654947022900004 92.751805500450018 20.206488238950005 200.83528241485001 15.925372093750001 205.20707599510004 192.34053301495001 20.717225865800003 195.74493321760002 16.355382140900002 117.38883580790001 121.97235442175001 92.837836160650014 285.80603333175003 206.09225218925002 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 9 4 6 -6 12 -5 -9 15 -11 -12 -4 -13 17 -3 -17 20 -19 -20 -15 22 -22 24 25 -18 -25 -28 -29 -30
right_child=1 2 3 7 5 -7 -8 8 -10 10 11 13 -14 14 -16 16 23 18 19 -21 21 -23 -24 26 -26 -27 27 28 29 -31
leaf_value=-0.00014266821287115696 0.0012693951271786161 -0.00094272599762560479 -0.0009055695315253133 -0.0015913001799492256 -0.0021045993874585656 0.00018094616691491158 0.0013821853421745098 0.00090194439983243464 -0.0013150581724841893 0.0013499441475726443 -0.00091154779799448632 0.0012986408346191247 0.00051763688811032381 -0.00042247319875411997 0.0014696234067947591 0.0012257073291602548 -0.0021478604259016817 -0.0010816846546628897 -0.00034853978237855981 0.0011552802460406974 0.00022466606023679105 -0.00017790745579227804 0.0013682877603585553 0.0015340513906808252 -0.0018628539402234701 0.00080036657253807245 0.0001604323089849195 -0.0022690657891709922 0.00051480206305600808 -0.00067431837374752309
leaf_weight=12.58314678602437 1.3681971514597524 1.0783846058911901 0.90859836098388758 1.2875066476481154 0.71831809956347548 0.60325154669408221 1.1725341062992809 0.64189812965923898 0.44165843752853107 1.3626594171801141 1.5382886071456585 1.3617682922631491 1.6915156121831385 1.2689751747529916 0.90594246238470155 0.80857429932803171 0.25387205943570978 1.423056604457088 1.2925728973932566 1.2157768819015471 1.4586327783763406 1.5079100175062192 2.7622374827042222 0.6026137662120189 0.67904368484960276 0.81829603292135289 15.299235014036642 0.49934797955938792 1.5353468953185259 1.7307853887523377
leaf_count=1334 34 26 21 82 54 27 17 24 40 30 26 18 35 23 25 14 28 49 27 36 21 33 43 9 37 54 532 19 87 95
internal_value=8.39333e-05 0.000143045 0.000110164 -0.000238414 5.31653e-05 -0.00106133 0.000443575 -0.000864869 -1.70745e-06 0.000176205 0.000388546 0.000299639 2.03037e-05 0.000440821 0.000342119 2.9535e-05 7.67058e-05 0.000248657 -0.000148865 0.00038035 0.000471989 0.00067012 0.000973079 3.33297e-05 -0.000659717 0.000102274 9.50397e-05 4.95542e-05 -0.000400946 -0.000115335
internal_weight=60.8199 48.2368 46.8686 7.46528 5.09422 1.32157 3.77265 2.37106 1.08356 39.4033 16.0978 14.7352 2.60011 13.1969 11.8351 23.3055 22.2271 10.9292 3.93141 2.50835 6.99776 5.72878 4.22087 21.4185 1.75121 1.07217 19.6673 19.0647 3.76548 3.26613
internal_count=2900 1566 1532 300 154 81 73 146 64 1232 331 301 56 275 257 901 875 232 112 63 120 97 64 861 119 82 742 733 201 182
is_linear=0
shrinkage=0.00196078


Tree=866
num_leaves=31
num_cat=0
split_feature=7 7 18 15 18 4 17 9 0 9 13 6 5 18 5 5 10 17 17 15 8 7 6 18 10 4 7 13 17 5
split_gain=0.0508598 0.374412 0.217592 0.370147 0.330859 0.251669 0.266745 0.289046 0.237615 0.516497 0.315139 0.263594 0.225752 0.220684 0.218052 0.471218 0.193144 0.182388 0.427445 0.380309 0.292742 0.301306 0.556799 0.422068 0.302807 0.357548 0.34822 0.291732 0.287767 0.419206
threshold=24.390191290350007 24.575790737200006 14.322090334300002 33.005488016050009 13.954623666350001 331.03504650000008 187.85189879645003 201.2906445504 93.262612545250008 206.08249486475003 109.72404167800001 16.395383075500003 16.579584939650001 14.767724047450001 19.221712148250003 18.152162791050003 68.214248143850014 188.16174763880002 186.52991945525002 39.940798674500009 8.543332867800002 23.031046061850002 16.455384477450004 13.159487726550003 62.245871094250013 257.27402154285011 23.477153707700001 117.69263157665002 184.59783591905003 21.495293572000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 7 13 9 11 12 -6 -10 -4 15 16 -1 18 28 -20 27 22 -22 -24 25 -23 -27 -19 -16 -30
right_child=1 -3 3 -5 8 -7 -8 -9 10 -11 -12 -13 -14 -15 17 -17 -18 20 19 -21 21 24 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.048051594382972122 -0.056815216096118018 0.0008280166243977143 -0.10697734437336766 0.076934880977643935 -0.1077977610486532 0.045837319674883324 -0.053180560728175764 0.09748205850951544 0.036782362849608001 0.026589056140482559 0.070872287309515988 -0.021541030972401606 -0.064939717530450011 0.033565642019743262 -0.009633493998058176 0.093176700778128244 0.02572140069054454 0.010177528405979502 -0.088937065099402704 -0.0040268647894471021 -0.12301391035758209 -0.073814353772944916 0.052777481446372565 -0.05953858566252293 0.058249566377292408 0.065880026115737053 -0.038885434528221907 0.061786693907904477 0.087665330618571846 -0.017770760461501826
leaf_weight=0.5433475868630987 1.2455849091056723 11.817553567870162 0.19251706525392343 1.0162912294617852 1.0662378368760981 1.0111806693639662 0.93345396123186219 0.32835846476518782 0.3362055731777216 0.65021746539423464 0.46831060945987701 0.5305804387317038 0.62144508778874297 0.26622940679590101 5.0912912834344315 0.83415201769093972 1.0231426322679906 10.581752132769909 1.1444757132958332 0.97847857655870019 0.61219312909815826 0.66242971806786988 0.61826303896668811 0.72918412287253886 0.82093095965683449 0.67669466221559538 0.5973001164093148 1.2217544545419503 0.83281632722355403 0.6891224552418862
leaf_count=30 77 1265 30 28 43 79 97 9 24 25 6 12 43 37 498 32 42 242 25 41 13 18 19 27 15 18 28 30 15 32
internal_value=0.000657943 -0.00466833 0.00264144 0.0254125 -8.26451e-05 0.00624454 -0.0170243 0.0258546 -0.0282817 -0.0485433 0.00364681 -0.0791369 -0.0292278 -0.0254145 0.00366229 0.0324628 0.000132745 0.00092481 -0.0107611 -0.0498016 0.0071044 -0.013953 -0.0439328 -0.00800345 0.00735358 -0.0142233 0.0167618 0.0155195 0.00177159 0.0399247
internal_weight=48.1415 13.0631 35.0784 3.74803 31.3303 2.73174 1.72056 0.787105 3.673 2.24704 1.42596 1.59682 0.957651 0.458746 27.6573 2.40064 1.56649 25.2567 8.73618 2.12295 16.5205 4.717 1.95964 1.34745 2.75736 1.93642 1.27399 11.8035 6.61323 1.52194
internal_count=2900 1342 1558 280 1278 252 173 76 153 80 73 55 67 67 1125 104 72 1021 611 66 410 138 59 46 79 64 46 272 545 47
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=15 7 2 3 19 13 6 10 16 17 15 9 18 7 18 18 8 10 15 6 10 6 3 7 8 17 15 16 16 13
split_gain=0.0536419 0.143001 0.156931 0.0984051 0.0626661 0.309074 0.230684 0.37939 0.256467 0.434381 0.360827 0.255104 0.400257 0.424485 0.339858 0.222715 0.215489 0.323889 0.401368 0.297026 0.320787 0.202132 0.338329 0.454469 0.294632 0.401585 0.217577 0.286149 0.333294 0.29134
threshold=46.574831689400007 23.539316666200005 287.56973319225006 100.32250359580001 14.451165964200003 114.65467388920001 16.435384010100005 62.025417527550012 22.564947233300003 195.10209338440004 34.279674133750014 194.46727572990002 13.138633165750003 22.535351262400003 12.848040995400003 12.713853232350003 8.4434108459500017 62.837331883000012 38.842471172100005 16.425383776450001 61.971648364950006 15.785368822600002 93.077108934250006 22.806258769100005 8.543332867800002 198.80447714770006 40.128253618400009 22.614947116400003 21.979948601300006 114.01213239605002
decision_type=2 2 2 2 2 2 2 2 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 21 11 9 10 -9 12 13 14 15 -8 19 18 -18 -7 -21 26 24 -24 25 -23 27 28 29 -1
right_child=1 2 -4 -5 5 16 7 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00065592090893371599 -0.10263618944060943 0.058066465887244505 -0.039132610690482621 0.010958629647877399 -0.053331605344291391 -0.012385218568556343 -0.0093104592428210654 -0.058369893200728031 -0.067800974299885769 -0.085239549921546198 0.07173032911689281 0.0297834789099246 -0.081326964142028724 0.085260275886073378 -0.079340955124494156 0.092747077074005799 -0.059328040523354955 0.04091105071387463 0.0086608830719042875 0.002051136289368359 0.06933879838674474 0.086060752721735467 0.026609898208861948 -0.0690656941191303 -0.0032479870530781885 0.010923209586738565 -0.053812530086005506 0.089626495001925072 -0.11574222325925487 0.10446699788685243
leaf_weight=19.808665015767037 0.27279767652453191 0.31038526809425093 0.35734103014692664 0.10585141740739346 0.75977176503511046 1.2236495353281478 1.1556416466573858 0.31950485646666515 1.7700356239802202 0.51727111889340449 0.64058969917823561 1.9715198660851454 0.7246447916550095 0.50237567466683675 0.61691743701157964 0.26237148127984244 1.3658597052562984 1.3567850845865903 2.3835287555266405 1.090572454268113 2.0223963843309321 1.6368111912161105 1.1637841697811384 0.86586562142474566 1.3440618966706095 1.2580235330387948 0.7539749751376793 0.35702352877706189 0.24867415660992165 0.26719221594976161
leaf_count=1798 84 16 29 3 25 31 202 46 40 23 17 51 27 12 36 15 45 34 78 27 35 25 41 25 38 25 47 13 8 4
internal_value=0.00060137 -0.0217892 0.00604932 -0.0708807 0.00110644 0.00802834 -0.000845231 -0.0152762 -0.0421266 -0.011366 0.028435 0.00138456 -0.0157797 0.00294032 -0.0173825 0.009573 0.0129654 -0.000956257 -0.0161067 0.0293575 0.0457658 0.00357244 0.0193678 -0.0142061 0.0354435 0.0534078 -0.00104671 0.000876942 -0.000682045 0.000743174
internal_weight=47.4339 1.04638 0.667726 0.378649 46.3875 10.2026 36.1849 8.48087 3.2474 1.47737 0.960095 5.23347 3.26195 2.53731 2.03493 1.41801 9.44279 5.10617 3.74939 4.33662 3.11297 27.7041 6.26855 2.02965 4.2389 2.89483 21.4355 20.6816 20.3245 20.0759
internal_count=2900 132 45 87 2768 275 2493 469 126 86 63 343 292 265 253 217 250 157 123 93 62 2024 154 66 88 50 1870 1823 1810 1802
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=7 7 13 3 10 8 3 16 6 5 18 18 2 6 5 2 15 10 7 7 9 18 13 18 6 19 6 6 7 3
split_gain=0.0556061 0.190586 0.199237 0.165185 0.316898 0.122488 0.152748 0.170825 0.142323 0.126953 0.172234 0.185334 0.21823 0.247263 0.156466 0.328642 0.218652 0.202872 0.150793 0.220887 0.186601 0.180791 0.407897 0.453735 0.469585 0.41234 0.366333 0.339245 0.315216 0.273076
threshold=20.778835947700006 21.725272673150005 98.050756475600011 93.491131486350014 61.614083433650009 9.5425530862500008 94.92945658615001 22.724946859200003 17.130400249100003 23.606333875400001 13.278511569200001 13.3584252364 217.08409765600001 16.455384477450004 22.963361893800002 173.31297745125002 42.133814420300006 61.917879202350001 22.296968840150004 22.372035319250003 184.56123852025004 12.949570119650001 117.64961624655002 13.064341268650002 16.455384477450004 14.351157895250003 16.535386346650004 16.445384243750002 22.620341628000002 93.308316333450009
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -11 -12 -13 -14 16 -16 17 -3 20 -20 -19 -21 23 -23 27 -26 -27 28 -25 -30
right_child=1 5 3 4 -6 -7 -8 -9 -10 10 11 12 13 -15 15 -17 -18 18 19 21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=0.01446802165458639 0.041773966807827301 -0.041207286460519361 -0.10568621030102401 -0.10555881790557353 0.034392747420956937 0.051009663691415234 -0.058876999980691562 0.039486655746843832 -0.063341489809515913 -0.10219034352693362 0.046849522565608114 -0.085876754632873531 -0.05713037735043236 0.036014002134524117 0.057786003154646361 -0.017826875294509811 -0.054840932706803916 -5.7318805115347921e-05 -0.09145829922020482 -0.042809518799483137 0.074237310330604836 0.070324079223153882 0.077029913194968769 0.069021786258720283 -0.081701922111755851 -0.045115531255932241 0.028046029216689378 0.099505024850508564 0.0029486423873119495 -0.055143300165384372
leaf_weight=2.7078882728571889 0.25607375796607712 1.0911171880870814 0.41647866214043439 0.28209819865014651 0.3793908575153182 0.48166309978114341 0.43180231982841988 1.1169839119975211 0.35335867828689416 0.24250161804593462 0.41216981586330836 0.46768989038537245 0.5085390168296724 0.64836235003531328 1.3954107477329665 0.97747932779748214 0.70945894372016383 0.71073803531180491 0.25504272160469454 0.87703477777540584 0.64473272021859884 0.92791335005313769 0.73133810237049957 0.70014679699307691 1.1997549961088219 1.4879320650943557 1.2673310111276803 0.3684291047975411 23.87953775602637 0.83757349476218124
leaf_count=396 43 22 40 27 34 23 41 31 18 83 15 24 40 29 27 28 37 42 14 20 11 22 10 36 36 39 22 6 1663 21
internal_value=0.000559095 -0.000295773 -0.0375164 -0.0563521 -0.0252909 0.000866428 0.000294676 0.000905777 -0.000153216 0.000400279 -0.0225239 -0.0130387 -0.0282327 -0.00492946 0.00177308 0.0266383 0.000119802 0.00123455 0.0026011 0.00123947 0.0352811 0.00197194 0.00322273 0.00146269 -0.000685792 -0.0327704 -0.0114636 0.00423536 0.0028544 0.000980117
internal_weight=46.766 44.0581 1.33404 1.07797 0.661489 42.724 42.2424 41.8106 40.6936 40.3402 2.27926 2.03676 1.62459 1.1569 38.061 2.37289 35.6881 34.9786 33.8875 32.532 1.35547 32.277 31.4 30.6686 29.7407 3.95502 2.75526 25.7857 25.4173 24.7171
internal_count=2900 2504 144 101 61 2360 2337 2296 2265 2247 191 108 93 69 2056 55 2001 1964 1942 1889 53 1875 1855 1845 1823 97 61 1726 1720 1684
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=2 12 9 2 9 7 6 9 19 7 18 13 7 15 18 19 9 7 3 9 9 5 16 4 5 9 6 10 6 5
split_gain=0.135741 0.459174 0.133593 0.381524 0.301904 0.348274 0.503662 0.415378 0.394395 0.352237 0.413419 0.462214 0.402602 0.815538 0.455827 0.551486 0.661754 0.414933 0.320594 0.276179 0.432535 0.360826 0.451177 0.694357 0.582299 0.316319 0.285398 0.553418 0.516213 0.432499
threshold=50.734033752200013 78.909246879600019 181.61255275325001 92.716362671650018 184.56123852025004 22.296968840150004 16.685389851450001 185.50567866740002 14.551174033150001 22.446731871300006 13.042786209850002 117.61735474900001 23.124786352450005 42.385947950200006 13.386548691950003 14.351157895250003 195.29234479735001 23.147601011700004 76.220476456350013 195.97407267990005 196.98862600660001 13.999568943650003 22.614947116400003 222.56810966585002 19.302881570050001 190.77452831370002 16.485385178400005 62.175971182900007 14.835346625500001 19.812684199800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -7 -8 -9 11 -11 13 14 15 -12 -17 -14 -19 21 -21 -20 23 24 25 -23 28 -28 29 -22
right_child=1 2 4 -5 5 7 8 9 -10 10 12 -13 17 -15 -16 16 -18 18 19 20 26 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0005860807235948931 -0.0016922889464857334 -0.0014604490623179359 0.00087134491689078045 -3.5107601155872736e-05 0.0017937031478681364 -0.0013934360585829584 -0.0014514095920750269 -0.0010515340039566024 0.0011384636567369811 0.0017242349773169837 -0.00074610167906471049 -1.3321385092028927e-06 0.0015082228083625334 -0.0019479124975374856 -0.0008323973727735912 0.0011831322136942061 -0.0004700675115317259 -0.0012663250468240429 0.0010589040469495491 0.0014583390045655924 5.546492587564656e-05 0.0003055391951174797 0.00068217984543841425 -0.0016552406778177692 0.0013436383113766904 -0.0014916055030606593 -0.0010996204146813049 0.00058790496568312362 0.00052462533478603161 -0.0013527106794196152
leaf_weight=1.8331306374748226 0.5796630815602829 0.78235423951082239 1.8846213075157709 9.360741993528789 1.0655519672436629 0.76577717327745531 0.46616728014487296 1.0673650795433776 0.43891495314892381 1.2231274117511923 1.7055054772645215 1.1655170951707985 0.83230179734527965 1.0492511935372011 2.3791767460061237 2.5691295694559813 1.4598845241125671 0.64124802070546039 0.71090009738691051 1.0359389579389269 10.702491231408207 0.65486617889837384 1.1041393566410986 1.7712166175479067 0.78884940780699242 0.88598920241929591 1.7898589729447842 1.2825403688475487 12.035495728341628 0.90984155877231465
leaf_count=36 24 47 42 1119 20 17 40 27 18 33 26 29 10 66 37 32 22 215 27 23 437 20 24 55 10 32 61 27 248 76
internal_value=6.00977e-05 4.48193e-05 6.09229e-05 -0.000145047 0.000100803 7.2048e-05 0.000880109 3.92357e-05 -0.000195464 6.22048e-05 8.76616e-05 0.00088226 4.48254e-05 -0.000321226 -0.000110865 0.000188489 0.000584107 0.00014026 0.000107079 0.000133234 0.000215216 -0.000251409 -0.000430369 -0.000729914 -2.64114e-05 -0.000727816 0.000167021 -0.000395181 0.000240064 -5.48675e-05
internal_weight=64.9416 63.1084 62.5288 10.1431 52.3857 50.501 1.97063 48.5304 0.905082 47.7646 46.6973 2.38864 44.3086 9.16295 8.1137 5.73452 4.02901 35.1457 34.3134 33.6721 27.7562 5.91596 5.20506 4.10092 2.3297 1.54086 26.7202 3.0724 23.6478 11.6123
internal_count=2900 2864 2840 1166 1674 1632 78 1554 58 1537 1510 62 1448 183 117 80 54 1265 1255 1040 872 168 141 117 62 52 849 88 761 513
is_linear=0
shrinkage=0.00196078


Tree=870
num_leaves=31
num_cat=0
split_feature=13 8 18 10 7 9 5 13 17 15 7 15 16 13 0 14 6 12 16 6 5 6 5 5 4 7 9 17 15 5
split_gain=0.051037 0.171107 0.13095 0.125971 0.164058 0.148447 0.126807 0.0990973 0.0936413 0.105107 0.0834399 0.125283 0.11349 0.200155 0.0823674 0.310201 0.269391 0.12286 0.132719 0.113653 0.104453 0.232947 0.279858 0.228018 0.191208 0.207606 0.133082 0.124583 0.103359 0.0928404
threshold=95.870416931800023 2.9476996444500005 17.108018746400003 82.204984254750016 20.562096111400006 58.059373288650008 5.2595069053500012 74.940770386250009 220.68978861510001 24.673905035600004 24.575790737200006 17.183237161800005 14.184966829400002 81.98184222990001 98.615332683000005 267.54022483715011 12.26528657645 232.70218114660003 15.164964537700001 11.125259939900001 16.579584939650001 13.665319288000001 15.094471190800002 16.823764825550004 248.34582299520005 20.778835947700006 205.88909726980003 184.18061320350003 23.304416445750004 14.515626273450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 -1 7 -6 -5 -4 -10 -9 12 13 -12 20 16 19 -17 -19 -16 21 22 24 -22 25 -2 -23 -27 -18 -26
right_child=2 -3 8 5 6 -7 -8 10 9 -11 11 -13 -14 -15 15 17 28 18 -20 -21 23 26 -24 -25 29 27 -28 -29 -30 -31
leaf_value=0.057924476102576908 0.056996864697749332 -0.075053650429504418 0.06724970630919673 -0.10130277303446084 0.02230109372646949 0.10060246594927641 -0.090458722401337455 0.052727885746035541 -0.04545539166283958 0.051965042468651461 0.031692411844595154 -0.10122159011829351 0.079962167115341765 -0.10165588747643302 -0.013233048555119413 -0.10296034159809009 -0.10197290260021752 -0.10324105380407921 0.018792500275236559 0.057510675329627309 -0.066063413729919238 0.064586324064375575 -0.10284886685265915 0.00098781152682713715 0.020509321959057226 0.0011761555150266521 0.0084398179031547043 -0.1048076464282377 -0.0046310133648162655 0.10276582782132455
leaf_weight=0.14273920818231989 0.20576249482110076 0.38129156840614076 0.50945665477774937 0.085252699985176039 0.13232084206538275 0.17742116161389265 0.4049369187123375 0.33044168472406432 0.2164299855066929 0.22680189326638356 0.32553147296130192 0.11998491136910161 0.17126648308476433 0.17205464635480894 0.32564128370722689 0.44187582697486494 0.23543931642780069 0.14020725153386593 0.24458502983907238 0.75040325436930289 0.51423908583819766 1.1029089279472826 0.26819654554128636 36.90953025866861 0.36385106843954418 0.18152852507409989 0.68395077774766821 0.28511512836848851 0.20324656396405771 0.22028651833534241
leaf_count=10 5 260 32 133 17 6 105 34 24 17 57 62 11 78 36 52 43 16 35 61 20 26 24 1564 58 16 27 44 24 3
internal_value=0.000554814 -0.0135132 0.00133546 -0.00213324 -0.0373694 0.0152049 -0.0626872 0.00262628 0.0380068 0.00439468 0.0105423 -0.00712912 0.00975005 -0.0144166 0.000524436 -0.0177147 0.00917477 -0.0669851 -0.025673 0.0361016 0.00157279 0.0185955 -0.0101161 6.64623e-05 0.00967682 -0.0266817 0.0430953 -0.063579 -0.0568737 0.0515294
internal_weight=46.4727 2.44324 44.0295 2.06195 0.679997 1.38195 0.537258 1.20453 0.952689 0.443232 1.11928 0.788838 0.668853 0.497586 43.0768 2.3414 1.51473 0.826668 0.384792 1.07604 40.7354 3.3116 1.52474 37.4238 1.25654 0.672406 1.78686 0.466644 0.438686 0.584138
internal_count=2900 773 2127 513 132 381 122 375 73 41 242 208 146 135 2054 267 164 103 51 97 1787 203 150 1584 126 65 53 60 67 61
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=6 15 18 6 6 9 15 0 6 6 9 5 7 6 18 4 5 5 2 12 15 16 3 15 2 17 7 3 13 14
split_gain=0.137613 0.387875 0.249516 0.26269 0.251256 0.22371 0.186252 0.143614 0.426636 0.505443 0.525036 0.493602 0.418883 0.441334 0.589748 0.316284 0.385242 0.305844 0.28554 0.434211 0.27525 0.508188 0.582251 0.433265 0.515266 0.510436 0.307539 0.497055 0.342166 0.347203
threshold=5.0951190466500007 17.382777826050003 16.433295803950003 3.6650856341500009 2.7550643716500001 39.766203790800006 5.4774945026000008 86.530713386650021 15.785368822600002 16.455384477450004 193.60452210450003 22.443872254700004 23.302979953550004 16.245379570700006 13.809421053700001 181.76113425110003 20.950952025950006 20.206488238950005 56.184788788300004 88.918697887850016 38.198215516250009 22.614947116400003 90.367143138750023 39.466660082200001 154.60082690140004 201.78545703200004 22.689595575850003 89.125075482450015 105.64833915220002 224.07668108470003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -6 -4 17 20 10 -10 15 -12 -14 -15 -11 -17 -2 -19 -20 21 22 26 -22 -25 -26 28 -28 29 -9
right_child=7 -3 3 -5 5 -7 -8 8 9 11 12 -13 13 14 -16 16 -18 18 19 -21 23 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0015380419265336944 0.0010032616674773827 -0.0017342205518845997 0.00095291336157298314 0.00076964492319153298 -0.0019975638129229576 0.001070887276681537 -0.0019908895133235413 -0.0020565423213829643 0.0015388367789004637 -0.0015569602506058555 -0.00054735653222438493 0.0009773395408620596 -0.0001579976475226712 0.0020629566580683853 0.00048497897224889452 0.00084138648095860059 -0.00093828309980348063 0.00097463576734632066 -0.0021419231235737368 -8.8970689512876154e-05 -0.0019456534451766315 0.001857854583111933 -0.0022007761069410595 0.0013956511622025655 -0.0020038631417375837 0.00029096072654512473 5.0593484343208804e-05 -0.0015109627935610589 0.0017945200277117153 0.0005228258941819972
leaf_weight=0.59372614568564974 1.0417536512941321 0.62023402166960284 0.10007760365806462 0.30686631190837943 0.19066106900572777 0.1753757351252716 0.47398632841577637 0.22127926714166779 2.1456365529447776 0.88872581836767484 1.3575595356523988 1.0657336111180482 1.7627423347439615 1.3726884722709654 2.7049811368342489 0.84921967098489393 1.040766871999949 0.94573494419455784 0.40303637306715501 23.007463212079529 0.66989743232261334 0.60220721829682489 0.43992916314164077 0.60319883003830943 0.68175501961377427 0.82191183930262923 20.464940576563098 0.81490385714277991 0.75932633271440853 2.1510498801944777
leaf_count=14 18 193 45 42 33 11 202 21 26 15 15 18 39 12 55 20 21 18 29 778 17 14 30 5 36 34 988 10 15 126
internal_value=6.21722e-05 -0.000393188 5.86815e-05 -0.000694846 0.000750316 -0.000527406 -0.00147769 7.89437e-05 0.000150129 0.000441287 0.000687514 -0.000157146 0.000433744 0.000661793 0.00101618 -0.000592261 -0.000138632 -3.71433e-05 -8.1643e-05 -0.000124314 1.41117e-05 7.806e-05 3.49315e-05 -0.000572081 -0.000135341 -0.000749501 7.52221e-05 -9.20574e-06 0.000648916 0.000282235
internal_weight=69.2774 2.46093 1.84069 0.88093 0.959763 0.366037 0.574064 66.8164 41.4185 13.1881 9.34361 3.84445 7.19797 5.84041 4.07767 2.77871 1.88999 25.398 24.3562 23.4105 28.2304 25.4536 24.8514 2.77676 2.10687 1.50367 24.4115 21.2798 3.13166 2.37233
internal_count=2900 540 347 289 58 44 247 2360 1517 221 147 74 121 106 67 56 41 843 825 807 1296 1204 1190 92 75 70 1160 998 162 147
is_linear=0
shrinkage=0.00196078


Tree=872
num_leaves=31
num_cat=0
split_feature=16 16 9 3 3 16 2 0 13 16 3 17 13 15 13 7 16 16 9 7 8 7 7 5 7 7 5 13 5 9
split_gain=0.0502191 0.258307 0.426526 0.200683 0.280409 0.504745 0.396221 0.281302 0.269188 0.575136 0.471933 0.278135 0.215532 0.197084 0.203268 0.558953 0.181358 0.229372 0.437572 0.353574 0.249725 0.205028 0.201757 0.16596 0.154077 0.134467 0.132018 0.350924 0.25924 0.454984
threshold=18.594956516900002 18.384957008000004 187.38923140910003 83.511574906150017 85.54673771085001 19.214955067100004 67.628418476450022 92.313586825200005 112.82921081865001 19.974953289850003 89.227236891450005 196.65693750130004 113.92610173585001 31.385732506450001 108.61908538635001 23.460228855750007 18.324957148300005 15.919962772200003 191.87997069285004 27.698174638300006 4.9461400813500012 22.372035319250003 22.689595575850003 18.367178700250005 23.903127120600004 19.617375644250004 20.206488238950005 115.25151159420001 21.042547594650003 197.19111486365003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -2 6 7 -5 -6 9 11 24 -7 -12 14 16 -16 17 -1 20 -20 21 25 -23 -8 -10 -19 27 -14 29 -28
right_child=3 2 -4 4 5 8 23 -9 10 -11 12 -13 26 -15 15 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0033281917488066841 0.049901006675120436 0.069700834015453517 -0.10869244212297524 0.051990089212296677 0.00043711628701753233 -0.038257962932582504 -0.1068681226294282 0.07834373495116681 0.025861928803459361 -0.10608297097735209 -0.052331055478083525 0.038003101378670023 -0.021566853666948521 -0.10164220125152768 -0.10393157984087327 0.1014242156144935 0.10512409879823137 0.030780281479470019 -0.10352320096921951 0.029542757124843361 0.067191970637827197 0.091299003582483967 -0.066913136728285263 -0.032268947283514635 0.08517449143554659 -0.10251993178755064 0.0037069421386599932 0.060606513420948284 0.0033157162799673963 -0.072690085107748437
leaf_weight=8.2001480778442239 0.87135123601183195 0.17946786152606442 0.52931866263133998 0.3587074518436556 0.70923845278412345 0.99746386759216255 0.57008365262299754 1.3375083471182732 0.95807294268161303 0.72841887490358193 0.77806765213608997 0.91874601446033921 0.9170671422034532 0.19271542516071427 0.17490418283887343 0.54727701336378232 0.1526164559763864 0.098464420065283109 0.93340658396482445 0.25403077941155061 0.47126123239286244 0.21553315006167395 0.12875198864276172 0.62534424749901518 0.80677384650334716 0.32696362159913406 1.919569901190701 1.1993786883540449 19.007602851200318 1.3126063570380209
leaf_count=1173 31 22 74 12 41 25 36 32 15 39 16 23 15 59 121 11 2 7 131 24 14 16 66 42 36 69 41 32 642 33
internal_value=0.000542552 -0.00490403 -0.0635225 0.00252879 0.00128341 0.00332353 -0.0401855 0.0513475 -3.50391e-06 -0.0304461 0.0029895 -0.00169383 -0.000520369 -0.00135172 0.000328439 0.0516893 -0.00311199 -0.00466616 -0.0316611 -0.0750561 0.00986177 -0.025239 0.0321326 -0.0678443 0.0529758 -0.0716679 0.00113474 0.0250004 -0.00113643 -0.0273184
internal_weight=46.4209 12.4049 0.708787 34.016 33.1447 31.5905 1.55414 2.04675 29.5438 2.64463 26.8991 1.91621 25.1343 11.6961 11.5034 0.722181 10.7812 10.6286 2.42841 1.18744 1.24097 0.769713 0.344285 1.19543 1.76485 0.425428 24.3562 2.11645 22.2398 3.23218
internal_count=2900 1789 96 1111 1080 990 90 73 917 87 830 48 779 1693 1634 132 1502 1500 327 155 172 158 82 78 51 76 763 47 716 74
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=6 5 13 14 9 13 17 15 16 17 8 16 9 10 18 7 6 5 13 16 5 13 16 4 6 18 18 13 7 6
split_gain=0.132423 0.329037 0.248515 0.452264 0.455988 0.435309 0.342126 0.325694 0.30744 0.214798 0.231939 0.19396 0.428075 0.389664 0.44972 0.387854 0.413849 0.227728 0.589246 0.190126 0.304176 0.326568 0.429933 0.301943 0.370159 0.331194 0.308221 0.228261 0.180428 0.664082
threshold=14.815346158200002 17.671168838450004 107.97116697695002 161.53444867420004 200.41824001715003 109.51703040195001 209.52161856205001 27.706191659600005 18.714956236300004 190.40793214150003 8.543332867800002 15.919962772200003 191.87997069285004 71.666228383350017 17.552559642400002 22.372035319250003 13.475314848550001 12.294714844000003 92.692659421600013 15.474963812800002 14.828620505300002 98.238948544700023 10.489975469900001 299.77885738725007 14.185331438000002 15.7619177074 16.433295803950003 104.02719889955002 23.974509389900003 15.135353635100001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 -5 11 -6 -11 17 15 -14 -15 16 -13 18 -1 20 21 22 -19 24 26 -25 -22 -21 29 -3
right_child=1 28 3 4 6 -7 -8 -9 -10 10 -12 12 13 14 -16 -17 -18 19 -20 27 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=7.5493289471141627e-05 0.0012493070619309407 -0.0017487802829132819 -0.0022123367751493623 0.0010991384454843078 0.0003876986204648129 0.0016650739444375221 0.00071266034203337444 -0.0020123718345225173 0.0010571927531016834 -0.0018563485791384298 -2.2042638342893474e-05 -0.0020127492975515826 0.0014846427836013728 -0.0020305335524756088 0.00039955230329992393 0.00099226465524392777 0.0010965238756594775 0.0011264455050161155 -0.002014792547920276 -7.6931756007650416e-05 -0.0017365942797432747 0.0011234943142969345 -0.0017548197632736679 0.00085942363360161009 0.00025665063405743381 -0.0011471566385298287 0.00040265066845134728 0.00133708875508575 0.00038634463306359086 9.2841069018794505e-05
leaf_weight=2.6002569253687464 1.0047867379616935 0.77182226089280703 0.51014752453192969 0.22840387932956241 0.29315908010903546 0.74683875299524516 0.47953610029071558 0.29820072362781502 1.0980579848401237 1.1820044170453909 0.34162580166594114 0.4486371137463715 0.19878195505589236 1.1829057382128665 0.38910127943381656 1.087303401356621 0.25994293752592057 0.37882335350150098 0.64763436082284886 0.6938480008393525 1.1640029648697239 1.7629975979216395 0.41971286956686527 1.4149828870504277 1.0528395531291606 0.40727467503165815 0.33302503317827348 1.194592897663824 7.4834394484496434 30.547734509883867
leaf_count=561 24 28 23 3 17 16 20 37 34 78 13 64 4 137 22 96 10 21 112 37 101 56 72 76 23 20 15 24 205 951
internal_value=7.52335e-05 0.0001415 -5.15009e-05 -0.000485416 -0.000238626 0.000702425 -0.000760493 -0.000662818 5.42875e-05 -0.00114933 -0.00144506 -1.61398e-05 -0.000417872 -0.00110196 -0.00142904 0.00025666 -0.000872111 0.000102572 -0.000341313 0.000265989 0.000115767 0.000652313 -0.000387956 -0.000198584 -0.000634188 0.000410953 -0.0012607 0.000817552 0.000112814 4.74571e-05
internal_weight=60.6224 39.8078 20.8146 4.07992 3.56977 1.27344 2.29633 0.526605 16.7347 1.81679 1.52363 15.6367 3.56667 1.77079 1.57201 1.79588 0.70858 12.07 3.24789 8.8221 6.93366 2.56153 0.798536 4.37213 2.54987 1.82226 1.49703 1.88844 38.803 31.3196
internal_count=2900 1208 1692 207 184 56 128 40 1485 108 91 1451 333 163 159 170 74 1118 673 445 384 149 93 235 139 96 116 61 1184 979
is_linear=0
shrinkage=0.00196078


Tree=874
num_leaves=31
num_cat=0
split_feature=14 14 12 14 10 6 18 17 13 18 0 17 5 17 14 7 4 15 7 7 10 9 17 18 16 7 0 6 10 10
split_gain=0.0493239 0.217911 0.177063 0.303844 0.251741 0.412512 0.22829 0.308516 0.199751 0.232293 0.193795 0.180603 0.378369 0.271668 0.168013 0.165804 0.215899 0.180965 0.300572 0.438843 0.220286 0.186649 0.257652 0.157183 0.173207 0.151793 0.128852 0.128085 0.240292 0.462844
threshold=202.65261526855002 204.50376127325003 114.86856072930001 181.38224455095002 61.998532946250002 16.525386113000007 12.977936149500001 181.85746889350003 108.61908538635001 15.150044688000003 86.388225105700016 199.55131508320002 17.501078540900004 196.65693750130004 204.90168356435001 24.052187734100006 169.78633280640003 29.458779840750001 22.620341628000002 22.398098708400003 61.998532946250002 195.51131808980003 177.83257937300002 12.903279561150002 18.984955604900005 25.451258541350004 78.626646483100004 16.515385879350003 62.057679025150001 62.106071271500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 5 -4 7 26 9 -6 -10 13 -13 15 -3 17 -17 21 19 20 -19 22 23 24 -1 -5 -7 28 -16 -30
right_child=1 14 4 25 8 6 -8 -9 10 -11 -12 12 -14 -15 27 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.1115149438507923 -0.065754360821566535 0.082408709763326427 -0.08589372874893246 -0.10729099909231871 -0.082724507521110185 -0.028752473495091142 0.08238503089425972 -0.11625533426379953 0.0097680785557280828 0.036473141488134159 0.062029540445721787 0.027094785672194185 -0.082359822886107242 0.058123236573559216 0.019158114857992688 -0.10547454459803232 0.0020986593817526648 0.0090154583620280487 -0.054392490682739339 0.054900737144967487 -0.053345107322356214 0.055573600110814261 -0.078190771986742069 0.074694561920099586 0.045943646772516958 -0.0029239055783665544 0.10170790048941343 -0.017574580144797399 -0.06762689065523432 -0.00027300545621376901
leaf_weight=0.12575345978256747 0.52356764041815296 0.2414151201373923 0.52775596667197422 0.39825013595600545 0.29367416454624651 0.13617625166079961 0.39517773188708816 0.19840493792435154 1.0815707854344512 0.36882649688050151 2.062829839065671 0.57314095803303711 0.7034646404790692 0.92994491488207121 5.8184200119712903 0.3227876089804339 0.44210492431739112 1.3017205775831833 0.98584801563993085 1.280172925442457 1.0028590802394317 1.2165854193881385 0.31137040645262459 0.37485240321166202 0.1571805098792538 0.21436758604068018 0.17048918455839157 4.1805674310783152 1.0797943666148082 18.503253681795286
leaf_count=40 36 12 16 39 31 43 11 8 29 23 42 25 24 21 223 34 33 44 26 27 25 38 23 19 10 25 4 281 43 1645
internal_value=0.000548416 -0.00179947 0.00512305 -0.00246327 0.0201082 -0.0156968 0.025455 -0.0190883 0.0335389 -0.0163649 0.0440533 0.00183846 -0.0332194 0.00713418 -0.000676705 0.000829767 -0.0432976 0.00582548 -0.00549212 0.00795604 -0.0181213 0.0294917 -0.00324901 0.0322255 -0.0240407 -0.0707708 0.0437763 -0.00135475 0.0013147 -0.00398685
internal_weight=45.9223 30.347 15.5753 10.3404 5.23491 1.428 0.900248 0.50507 3.8069 0.662501 3.1444 9.72779 1.27661 8.45118 29.8235 7.52124 0.764893 6.75634 4.5706 3.58475 2.30458 2.18574 0.969157 0.657786 0.282934 0.612618 0.306665 29.582 25.4015 19.583
internal_count=2900 2240 660 453 207 82 66 55 125 54 71 389 49 340 2204 319 67 252 122 96 69 130 92 69 50 64 47 2192 1911 1688
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=13 8 10 7 5 9 18 7 13 7 6 0 14 6 7 5 16 10 15 10 10 10 10 5 4 0 3 0 18 18
split_gain=0.0467039 0.150681 0.110392 0.151836 0.140771 0.138239 0.108361 0.0971299 0.0906448 0.081205 0.100748 0.0742831 0.27213 0.229879 0.134195 0.10675 0.285268 0.299992 0.172824 0.118032 0.231538 0.256202 0.203572 0.177805 0.175136 0.167172 0.384604 0.41544 0.197503 0.342125
threshold=95.870416931800023 2.9476996444500005 82.204984254750016 21.061418062900003 5.2595069053500012 58.059373288650008 17.108018746400003 26.565321014450003 74.940770386250009 29.467962229850006 8.5201990730500015 98.615332683000005 267.54022483715011 12.26528657645 24.071745547300001 16.222050829800004 15.644963415300001 72.187789260650007 21.155167166400002 70.182199495350019 70.73871032835001 75.645146416450004 75.465019721650009 17.671168838450004 144.53986173305 94.047642319350018 85.80214123330002 93.063666643600016 14.322090334300002 14.504139642200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 11 -8 -4 -3 -11 15 13 -13 -14 16 18 -18 -2 23 -21 22 24 -17 -22 26 -25 28 -28 -30
right_child=6 9 5 4 -6 -7 7 -9 -10 10 -12 12 14 -15 -16 19 17 -19 -20 20 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.038854152186167258 0.019669946300855879 -0.10105581911205884 -0.10119783517206848 0.019644527315983321 -0.10173466830984611 0.10034073049269597 0.081869527813998907 0.012554060711577423 0.0096858323495011417 -0.10050553035365946 0.097013501147752604 0.033254855368535077 0.031544175698868512 -0.055217719003884703 -0.082639695946764916 0.042143519725974549 0.017595919105270894 -0.10199077131176149 0.096169913512491517 -0.075562761941804696 0.08185215836269101 -0.08405277696179822 0.063186230837998805 0.073954237680133136 -0.012205880767864037 -0.052372891286009929 -0.00011232941007316828 -0.075352552926504682 0.069489467794836682 -0.010752676202050934
leaf_weight=0.19258681801147703 0.61439965292811327 0.26618830783718284 0.079070051595408475 0.13428780797403306 0.33121751073485939 0.16356228274526063 0.30041955644264717 0.6180747396138031 1.0903697301619102 0.049133305566556373 0.054432165987236658 1.0437949417319026 0.12195832647557825 0.40866923495195795 0.65954635664820671 1.0924065114959365 0.76854258932144126 0.28852009995171102 0.56862191122490913 0.54243706093075061 0.20942735159769688 0.3908565082529093 0.46245889831334341 0.72729615874414477 3.6161273450652516 0.57389739184873079 27.169254158181282 0.70765745856624462 1.1223202653927722 1.0090931328213626
leaf_count=14 22 184 133 17 101 6 20 53 242 69 7 97 19 67 84 25 36 90 22 64 5 23 14 26 240 20 1082 29 34 55
internal_value=0.000495031 -0.0131993 -0.00231235 -0.035824 -0.0667195 0.0142321 0.00124662 0.0352256 0.00218859 -0.0718245 0.00330695 0.000505253 -0.0172393 0.00836197 -0.0648206 0.00149967 0.0227073 -0.0150447 0.0564398 0.00023697 -0.013716 -0.00654591 0.000518911 0.00248538 -0.00705674 0.00110169 0.00210017 0.000358677 0.00218722 0.0314997
internal_weight=45.3766 2.36085 1.99109 0.658092 0.465505 1.333 43.0158 0.918494 1.16944 0.369754 0.103565 42.0973 2.23397 1.45246 0.781505 39.8633 2.24008 1.05706 1.18302 37.6232 5.22131 4.67887 4.28801 32.4019 3.82555 31.3095 30.7356 30.0083 29.3007 2.13141
internal_count=2900 773 513 132 118 381 2127 73 375 260 76 2054 267 164 103 1787 170 126 44 1617 346 282 259 1271 245 1246 1226 1200 1171 89
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=19 5 2 12 3 0 18 19 18 10 9 2 18 18 3 15 5 17 12 5 0 5 6 5 6 0 5 6 19 0
split_gain=0.0472932 0.0913176 0.0796068 0.212103 0.0817351 0.246747 0.230822 0.346548 0.264998 0.217269 0.227349 0.215216 0.205153 0.200745 0.179555 0.214128 0.450113 0.401818 0.409262 0.345942 0.437023 0.340169 0.201729 0.228137 0.164822 0.501474 0.355711 0.274125 0.152399 0.138223
threshold=14.651182102100002 22.334016245700003 50.734033752200013 78.909246879600019 93.58791597905001 85.807518149550006 13.278511569200001 14.351157895250003 13.064341268650002 61.885617704800005 191.62448690950001 121.41360778140002 13.373311100250001 12.903279561150002 93.458869988800004 38.842471172100005 21.564786815050002 195.44378352670003 231.43584503760005 21.495293572000005 86.530713386650021 21.964328598750004 14.835346625500001 22.598762435600005 16.435384010100005 88.028184565250015 21.072315829300003 16.245379570700006 14.451165964200003 85.716110573100011
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 7 8 13 -7 -11 -10 -8 -5 15 16 19 -17 -19 20 -14 -18 -20 -24 25 -22 27 -27 -25 -6
right_child=1 -3 3 4 5 9 12 -9 11 10 -12 -13 14 -15 -16 17 21 18 22 -21 24 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=0.025429915466374565 0.040599103520776295 -0.0040128638683285872 -0.077566196006832247 -0.013300094575587632 -0.0094821411766060834 0.016055809638612587 -0.03350444637533611 0.052859912780706092 -0.071182388024886911 -0.10918095714345066 -0.02097321362815498 0.0040757571926703842 -0.11135436697998596 0.074161177165811762 -0.06091257650917007 0.06194561420136277 -0.12604840648459656 -0.063325927318821501 -0.044608396229702092 0.1018403010949889 0.086251170851157036 -0.0050159802715234285 0.089739436563165229 -0.022754513208650847 -0.035317139398017706 -0.00078610758285080199 -0.092007754510320006 0.052591061579364308 0.048221818502055341 0.023837759431547971
leaf_weight=1.1763631725916628 0.83510915347142045 1.0183216864243148 0.35821066923381195 0.46090879834082377 4.6412801777926225 0.43321788869798172 1.8701623363595015 2.0830591679841746 0.66508169984444954 0.60868666844908126 0.56197606445493875 0.88644608989125118 0.35182103049011715 0.60941462218761444 0.46419184515252609 1.5992762416171888 0.50285535863076702 0.76358427311060983 0.37492523751188889 0.33332096337107842 0.70178197884525317 0.43146185683872318 0.54769654141273338 0.61854121659416683 1.1742147262557399 17.105707759603781 0.409715392110228 1.0194823266938318 0.59211501851677895 1.7014065768889848
leaf_count=34 22 39 23 18 535 10 41 35 15 25 35 28 11 25 14 33 21 29 35 5 17 37 18 28 37 1630 16 28 18 38
internal_value=0.000447423 0.0160882 -0.000226006 -0.000946816 -0.000285666 -0.00940523 0.00187336 0.0224119 -0.00177904 -0.0444471 -0.0668369 -0.0281846 -0.00147484 0.0364981 0.00074446 0.00182341 -0.00223547 0.0217113 -0.000500976 0.000772659 -0.000849862 -0.0701564 0.0219866 0.0361863 0.00105489 0.00327506 0.000133356 0.00221618 0.011959 -0.000544178
internal_weight=44.9003 1.85343 43.0469 41.8705 41.5123 7.94657 33.5658 4.70491 2.62185 1.60388 1.17066 1.55153 28.8609 1.07032 26.9907 26.5265 22.0304 4.49614 2.89686 21.096 20.7627 0.934317 2.13328 1.75835 20.4109 19.2367 18.5349 18.1252 1.21066 6.34269
internal_count=2900 61 2839 2805 2782 643 2139 121 86 70 60 43 2018 43 1977 1963 1802 161 128 1744 1739 58 99 64 1728 1691 1674 1658 46 573
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=7 7 15 17 0 8 8 0 3 5 5 19 16 18 3 16 19 10 16 19 12 18 10 18 10 13 19 6 16 2
split_gain=0.0475975 0.140642 0.187415 0.147625 0.225383 0.112673 0.144687 0.245677 0.102588 0.279184 0.128336 0.145653 0.0937522 0.145835 0.268845 0.0872203 0.139685 0.139329 0.134947 0.182823 0.122586 0.121938 0.115716 0.122887 0.174397 0.142629 0.104114 0.184536 0.251259 0.179747
threshold=20.778835947700006 21.725272673150005 16.757571343250003 178.84025369870002 86.950112854950021 9.5425530862500008 8.8430989333000021 86.950112854950021 103.44111502715002 29.040033326300005 30.690160697650004 13.351077205700003 16.744960843000005 14.163996107200001 93.547589107050015 14.184966829400002 11.950964240300001 80.288113607700012 14.994964935250001 12.250988447150002 176.04981466085005 15.103091397600002 74.986474174450009 15.042884401850001 82.204984254750016 98.362617618700014 12.651020723000002 13.705320222600003 15.444963882950001 69.280267125550012
decision_type=2 2 2 2 2 2 2 2 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 15 -8 12 -10 -11 -12 13 14 -1 20 17 -17 19 -18 21 -3 -22 -24 25 -25 27 29 -29 -20
right_child=1 5 3 4 -6 -7 7 -9 9 10 11 -13 -14 -15 -16 16 18 -19 26 -21 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10196786340085051 0.066391664937047914 0.046615994643450419 -0.10340035978746956 0.030197975844817978 -0.080352080144896976 0.049488905334958283 -0.085282748961083107 0.005344888238191927 -0.10323485995883952 0.061970241155299755 -0.10511747015271122 0.01695377122932077 0.053860099721909631 0.071023446571507262 0.040155461725031712 0.0024957587641273719 -0.0046686688022254917 0.081156145485591913 0.094804703895875767 -0.1044223985854363 -0.10171735992109424 -0.091831063547965192 0.075850883718827797 -0.10244441682646055 0.0095262991115816174 0.0092859330578980662 0.00091422301659930399 -0.0020926071007742273 0.079307751104383956 -0.051520949599839883
leaf_weight=0.24162971047917314 0.16282249336086252 0.078125953001289772 0.33852216011655378 0.37863802358515386 0.35952763755631167 0.46591882255597639 0.52763686714024405 0.69064619837445207 0.24879637982212421 0.36558761694323039 0.13415174679221309 0.36016970816126559 0.79664725699694827 0.23303359831334092 0.29632162919551774 0.45722839501104218 0.53635877177293778 0.44369280539103784 0.10259850020520334 0.27945128601277247 0.12168258133351662 0.34254422436697496 0.18724339149775948 0.30384214725927439 1.3286867575425274 0.1831052980851382 32.386186197751158 0.70021877251565434 0.8271264549694024 0.46186342927103397
leaf_count=45 32 13 57 15 40 23 55 29 110 49 40 39 47 22 44 22 37 28 4 37 45 205 14 54 412 13 1248 21 26 74
internal_value=0.00040991 -0.000420487 -0.0336003 -0.0487216 -0.023646 0.000596894 2.68058e-05 -0.0339058 0.0133371 -0.00994346 0.0170484 -0.0161746 0.0298022 0.00494344 -0.0236816 0.00109391 0.00235217 0.041235 0.00135963 -0.0388388 -0.0167993 -0.066119 -0.00703384 -0.00128145 -0.00923598 -0.0604308 0.0023108 0.0239331 0.0419894 -0.0249243
internal_weight=44.34 41.6637 1.23951 1.07669 0.738166 40.4242 39.9582 1.21828 2.67634 1.10871 0.859909 0.494321 1.56763 0.770985 0.537951 38.74 36.1947 0.900921 35.2938 0.81581 2.54523 0.42067 2.12456 2.00288 1.81563 0.486947 34.478 2.09181 1.52735 0.564462
internal_count=2900 2504 144 112 55 2360 2337 84 396 238 128 79 158 111 89 2253 1497 50 1447 74 756 218 538 493 479 67 1373 125 47 78
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=10 18 17 17 16 18 7 6 7 7 0 7 18 5 5 7 18 6 0 6 15 17 2 4 8 5 5 13 4 14
split_gain=0.128502 0.164853 0.106752 0.268146 0.364966 0.226363 0.287088 0.30009 0.267493 0.541557 0.389182 0.817253 0.564702 0.387966 0.52153 0.326731 0.337446 0.309409 0.350006 0.415781 0.293842 0.259871 0.357966 0.210409 0.188769 0.373341 0.45175 0.283703 0.229232 0.314801
threshold=90.988176966900014 16.751363923150002 187.45953903175004 186.83097010915003 22.594947163200004 13.086509421050001 22.660992635700001 16.525386113000007 22.580174331950005 22.398098708400003 86.345209775600011 22.832271203950004 13.278511569200001 22.732890661650003 24.779543538450003 23.368583030350006 13.465147564100002 16.485385178400005 89.738043936200015 15.610364733650002 22.200736796650002 193.01551328760004 198.05499231840002 161.23541642690003 8.3434888241000014 21.893521430150003 23.151456684850004 114.04708235175001 143.35918460430003 159.83069436635003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 24 -5 6 7 -4 9 20 11 -10 -12 -13 21 17 -17 18 -14 -20 -7 -15 -23 -18 28 27 -27 -26 -1 -30
right_child=1 -3 5 4 -6 8 -8 -9 10 -11 12 13 15 14 -16 16 23 -19 19 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0011823713088577753 0.0016544402556372081 -0.0014898647142643697 -0.00040652507785613758 0.00014170151753629316 -0.002274354293983804 0.0011399276683612142 0.0016815746885918263 0.0011659299624956398 -0.0018979158362066298 0.0015078042339140966 0.0012945719931524962 -0.00085158949853571914 -0.0012483502125833846 -0.00014565540534050415 -0.0012640933516530522 0.0014536516134703299 -0.00085377671864990943 0.00035668839257079236 -0.00097141665987668575 0.0009993411631119642 -0.0012667108425579456 0.0017842197139091933 6.021237280768764e-05 0.0001657621051771964 0.00014913972984164953 -0.0014283043530469368 0.00038414048667184621 0.0014443193178921441 -0.0015178552099593162 -0.00012887981684941096
leaf_weight=0.45959957619197211 0.076958764702793725 0.38389729946993612 1.0898019461747019 0.47946080705878635 0.48206586607557256 0.2929590838393773 0.77587799111643097 0.81598410049809889 1.1390150355291542 1.3820335214841177 1.5442477390170122 1.6580344040412454 1.9514692887314624 1.0266261211363605 0.67222659238905169 0.76585071533918636 0.80536388838663953 1.5701051932992411 0.85363044397672616 0.79480178840458393 0.58364264172269031 1.1289920229755805 0.78500973439076904 23.111435948416329 1.2567737945646524 0.82364499475806985 1.4765900992169916 1.3472713620867578 0.68132259445155607 7.9185446947926721
leaf_count=14 5 314 35 30 13 18 22 17 33 36 19 39 27 34 45 8 31 28 30 12 47 23 26 1068 44 22 86 29 36 709
internal_value=6.64803e-05 -0.000964794 7.47212e-05 -6.80452e-05 -0.0010696 0.000124568 0.00067609 0.00026674 8.7654e-05 0.00074314 4.84943e-05 -0.000391796 0.000138383 -6.63301e-05 0.000294046 7.85742e-05 0.000172456 -0.000369638 -0.000686427 -2.12036e-05 -0.000462416 0.000650236 0.00107713 0.000131431 9.20597e-07 0.000310775 -0.000264841 0.000819235 -0.000166817 -0.000238921
internal_weight=58.1332 0.460856 57.6724 14.9253 0.961527 42.7471 2.68166 1.90579 40.0654 2.25864 37.8068 6.4099 31.3969 5.27089 3.61285 29.8527 24.6827 5.17001 3.5999 1.64843 0.876602 2.94063 1.914 23.9168 13.9637 4.90428 2.30024 2.60405 9.05947 8.59987
internal_count=2900 319 2581 983 43 1598 74 52 1524 101 1423 200 1223 167 128 1204 1107 97 69 42 65 83 49 1099 940 181 108 73 759 745
is_linear=0
shrinkage=0.00196078


Tree=879
num_leaves=31
num_cat=0
split_feature=9 15 18 13 15 9 19 2 6 3 6 7 17 16 10 0 9 5 10 3 10 9 12 14 10 16 7 9 7 0
split_gain=0.0471647 0.131922 0.160195 0.208358 0.107834 0.0603375 0.101977 0.215916 0.0895407 0.1572 0.105159 0.112959 0.135725 0.117058 0.0819992 0.0805924 0.150971 0.142677 0.162987 0.161233 0.151325 0.152988 0.135092 0.118117 0.107704 0.165411 0.445387 0.210885 0.283819 0.133465
threshold=37.256168974800005 6.9561856507500011 16.118666550000004 96.209162656250015 16.353133686700001 52.394053035900008 13.051052998800001 198.05499231840002 10.715250360100002 76.446306939300015 9.6852262937500022 24.390191290350007 242.64190980425005 8.3799804039500021 70.133807249000014 102.21786657775002 209.18175024895001 15.941372635650001 75.922057603850007 81.70761950055001 78.220689305400015 199.68228938305 236.87735968945 287.24487179220006 75.465019721650009 17.844958270700005 24.029932718600005 201.2906445504 23.608704471050004 96.055920542800024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 14 9 10 11 -7 13 -13 -2 17 -17 19 24 20 21 -10 -20 -23 25 26 27 28 -19 -27
right_child=5 2 -4 -5 -6 8 -8 -9 15 -11 -12 12 -14 -15 -16 16 -18 18 22 -21 -22 23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.07523858408194864 0.028829519248345377 -0.040564948217221876 -0.089809572610013502 -0.10238427265239043 0.060177386733664628 0.099299584499873333 0.062874750630637508 0.032383434502558449 0.044764365180298381 -0.062073293931654949 -0.1015225643674323 0.036536807435182686 0.046727712562611774 -0.10110057044957169 -0.10178240681259404 0.0094353626645190293 -0.10584642685723973 0.0098303470214657074 -0.10340163781596323 0.075194059681515157 0.033871438153318681 -0.079361930541614084 0.0071626575741342794 0.0042471670807475237 0.043835526305441339 0.00070578036028160276 -0.088966145678759614 0.096012005752213692 -0.1090572173243891 0.037277411429326161
leaf_weight=0.12868162939957872 0.062298507313242935 0.15515656540083 0.32528355795420794 0.1617985352386313 0.33708103862591088 0.13759989850222953 0.41567002647207107 0.72776887097279541 0.2771755137364379 0.62199542229063809 0.082038860492502863 0.095494546583722695 0.28073831266374327 0.17507810498682375 0.21040712318790611 0.26296110032126208 0.19999648454540875 1.199368128781088 0.27627354142896265 0.49388492479920376 1.350767025753157 0.3909032852970995 0.184183316945564 0.29761319392127916 0.56963634624844317 32.49296440431317 0.75462907223118225 0.21540051301417396 0.24118133756564919 1.0295003826322489
leaf_count=52 8 31 208 67 38 7 25 77 17 82 44 50 48 99 94 39 37 291 40 21 102 41 15 24 22 1196 63 8 12 42
internal_value=0.000419538 -0.0199518 -0.0324597 -0.00393692 0.0284227 0.000943901 0.021243 0.00394608 0.000253369 -0.0246727 0.00550185 0.0182468 -0.00198286 -0.0525235 -0.0719446 0.00111628 -0.0403661 0.00159913 -5.23588e-05 0.0233204 0.0122606 -0.0179677 -0.0591758 -0.0432217 0.000693444 9.52438e-06 -0.0252918 0.00372516 -0.0100742 0.00182892
internal_weight=44.1535 1.108 0.97932 0.654036 0.492238 43.0455 1.41614 1.00047 41.6294 1.39295 0.77095 0.688911 0.551311 0.270573 0.272706 40.2364 0.462958 39.7735 36.9631 2.81034 2.31646 0.965692 0.460457 0.688516 36.5027 35.933 2.41058 1.65595 1.44055 33.5225
internal_count=2900 396 344 136 69 2504 204 179 2300 330 248 204 197 149 102 1970 76 1894 1689 205 184 82 55 65 1634 1612 374 311 303 1238
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=15 16 6 16 16 6 15 16 6 16 4 6 2 16 6 18 18 16 0 3 4 18 13 4 13 10 15 3 7 18
split_gain=0.0442273 0.141529 0.263106 0.137846 0.248498 0.118358 0.0862816 0.243099 0.215336 0.124789 0.308464 0.335983 0.226303 0.129174 0.104706 0.103129 0.233731 0.219925 0.136882 0.212575 0.125561 0.117566 0.124964 0.101322 0.0944912 0.317039 0.116756 0.139539 0.400772 0.331608
threshold=45.49682449725001 22.824946625350005 16.505385645700006 22.674946976100003 22.614947116400003 16.415383542800004 42.80317728375001 22.624947093000003 16.455384477450004 22.674946976100003 254.49455531690003 16.555386813950005 72.843776848050013 22.654947022900004 16.515385879350003 12.868666868750003 12.949570119650001 21.534949641950003 89.528344202050008 93.770731131900007 376.98468903265001 11.639306137250001 120.78166996855002 141.65724256140001 117.64961624655002 61.998532946250002 42.385947950200006 93.249170254600017 23.031046061850002 13.809421053700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 9 8 -8 13 11 -11 -13 15 -9 17 -17 18 19 -1 21 22 -21 -18 25 -25 27 29 -29 -27
right_child=1 -3 -4 -5 -6 -7 7 14 -10 10 -12 12 -14 -15 -16 16 23 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.11086000102733085 -0.03485650806485608 0.056618004351011365 -0.10563223767668291 0.061975193091694691 -0.090042588557975534 0.05296793765786998 -0.049256800599709244 0.065825647040778423 0.027017931956306796 -0.08706498578577869 0.040039568831828506 0.038711109318704251 -0.041912404366763911 0.028584271765209918 0.016833383269167616 -0.055981585305978014 0.062303252789821711 0.075863502723426401 0.076073088914503817 -0.077201874918058647 -0.10235845020234838 0.031733900432477112 0.10171276787267243 -0.057301184269357923 0.025002828276322567 0.022122941710588609 -0.050154357551577933 -0.0034766602309019346 -0.10826990574205747 -0.0036849465620737037
leaf_weight=0.17731664922030121 0.26645087504857545 0.23872277530608688 0.32785717453225505 0.24708051346533466 0.34365866167172499 0.36183039597563038 0.77934651198393046 0.89749738009413682 0.70490793022327125 0.85537344869226206 0.66158241539960716 0.60354226059280314 0.82275063882116228 1.6595831683371205 0.84878643986303359 0.76674683481906214 0.25807989016175525 0.54742975020781148 0.22185468632596883 0.21258378904531106 0.098779514868624463 0.92321649243604043 0.047820243984460831 0.99487541509007016 1.3756305652495928 6.789834880029967 0.45447149204846837 2.1738590969471256 0.43857659772766044 18.665583601221897
leaf_count=8 30 10 44 20 47 25 36 30 20 18 30 22 34 38 24 37 6 12 8 107 23 144 1 44 31 201 9 92 18 1731
internal_value=0.000365874 -0.0150479 -0.0261077 -0.00471952 -0.0216742 0.015722 0.00102149 0.0167227 -0.0130321 -0.000287518 -0.020081 -0.0375133 -0.0077962 0.00133949 0.0420128 1.53491e-05 -0.00143695 0.0208112 0.00288911 -0.00823373 0.00595634 0.0149958 -0.0443462 -9.4391e-05 -0.000615663 -0.0018096 0.000125982 0.000940116 -0.0210694 0.0031989
internal_weight=43.7656 1.7856 1.54688 1.21902 0.97194 0.628281 41.98 3.23054 1.48425 38.7495 2.94325 2.28167 1.42629 35.8062 1.74628 34.1467 31.9177 2.229 1.68157 1.45972 1.2824 1.18362 0.260404 31.1509 30.8928 29.5172 28.5223 28.0679 2.61244 25.4554
internal_count=2900 176 166 122 102 55 2724 110 56 2614 104 74 56 2510 54 2472 2169 303 291 283 275 252 108 2132 2126 2095 2051 2042 110 1932
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=6 5 13 14 9 13 15 3 8 17 16 7 10 10 13 18 17 16 8 19 19 9 4 17 17 6 16 19 10 2
split_gain=0.14882 0.287103 0.249299 0.424142 0.435197 0.411664 0.435917 0.322738 0.224251 0.280552 0.221752 0.179447 0.585435 0.307624 0.269127 0.296779 0.294287 0.265752 0.290961 0.298446 0.249731 0.301874 0.289557 0.259634 0.223526 0.214856 0.228137 0.221606 0.20685 0.199802
threshold=14.815346158200002 17.671168838450004 107.97116697695002 161.53444867420004 200.41824001715003 109.51703040195001 27.471913688500003 82.979260196300018 8.543332867800002 192.00356210945003 18.714956236300004 24.052187734100006 75.28220456885002 71.787208999250012 98.238948544700023 15.064837217800003 180.19381692845005 9.6249774926000011 7.1444245619500011 11.550931964450003 12.751028791950002 205.70977008025002 274.46551068055004 192.15389660515004 166.83257850275001 5.0951190466500007 11.934972090850001 10.650859343850001 90.740838818900016 181.83510701155004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 9 -9 11 24 13 -13 16 -16 -14 28 19 -19 21 -17 -22 -23 -1 -26 27 -27 -18 -28
right_child=1 -3 3 4 7 -7 -8 8 -10 -11 -12 12 14 -15 15 20 17 18 -20 -21 22 23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.0011205770420707566 0.0012132772003644167 0.00011615872304158778 -0.0022084075606195169 0.0015341076978263729 0.00064730412965544742 0.0016054211682724824 -0.0020247235541549025 0.00029328358425429472 0.00012674337439135322 -0.0019908425625871557 0.00089402164926496346 0.0003149091131228906 -0.0020073105303139833 -0.0020456187729873403 -0.0015629381109008248 0.0011211492387041711 0.0010130278056212161 -0.0019847254942400336 -0.0020276921954422459 0.00029470012386548754 -0.001430709138207194 -0.0010638491028489229 0.00042948143522675855 0.00054177899475726975 -0.0011512026095566068 0.00046557807714812455 0.00030206796903002782 -0.0019979570425394341 -0.0011381993987609467 0.0012874543143759113
leaf_weight=0.38436343443027254 0.94029502384364505 37.086204770665063 0.49230001936666612 0.21739136800169967 0.47125818277709219 0.73342289484571666 0.33817631064448506 0.25479710983927351 0.39062028621265188 1.0962380592936822 1.0993365170434106 0.27979562681866699 0.40574005833695848 0.87932115930016153 0.32108557154424477 2.1498654167662612 0.82357532239984743 0.28345221575727897 0.45911673016962584 0.99973687472811434 0.55897680736961752 0.56839793524704862 0.75797628259169869 1.2145662321127018 0.3004660348597098 0.33679918016423505 1.63547266763635 0.24072623025131179 0.2171595672298281 1.5323846467072142
leaf_count=62 24 1184 23 2 12 16 38 18 20 78 34 13 175 79 37 66 46 103 102 139 48 28 51 51 99 22 66 57 147 60
internal_value=7.19405e-05 0.000143288 -6.76032e-05 -0.000504259 -0.000264688 0.000640998 -0.000632167 -0.000792238 -0.00118175 -0.00156007 4.52952e-05 -1.97293e-05 -0.000166274 -0.00147582 7.0107e-06 0.000267036 -0.000447259 -0.000219819 -0.000688111 -0.000208817 0.000378961 0.000626434 -0.000360071 2.99147e-05 0.000308369 0.000444121 0.000572103 -0.000561282 0.000564153 0.000778728
internal_weight=57.469 38.0265 19.4425 3.9942 3.5019 1.28899 0.555568 2.21291 1.74166 1.35104 15.4483 14.349 9.91877 1.15912 8.75965 5.57087 3.18878 2.78304 1.74231 1.28319 5.24978 3.93283 1.31695 1.78296 4.43021 4.04585 3.74538 0.577525 1.04073 3.16786
internal_count=2900 1208 1692 207 184 56 40 128 116 96 1485 1451 1085 92 993 281 712 537 344 242 244 145 99 79 366 304 205 79 193 126
is_linear=0
shrinkage=0.00196078


Tree=882
num_leaves=31
num_cat=0
split_feature=6 5 13 14 9 13 3 17 8 16 15 16 9 16 18 7 6 10 13 12 5 6 5 12 4 9 7 3 9 0
split_gain=0.159414 0.300295 0.269716 0.376529 0.369752 0.511369 0.317296 0.295307 0.362692 0.285893 0.256117 0.214617 0.352023 0.446813 0.544874 0.376131 0.350535 0.350514 0.277729 0.343499 0.376935 0.326119 0.281222 0.471635 0.462512 0.303128 0.203777 0.285748 0.194464 0.194213
threshold=14.815346158200002 17.671168838450004 107.97116697695002 161.53444867420004 200.41824001715003 109.51703040195001 82.979260196300018 188.07781354100004 8.543332867800002 18.714956236300004 28.887316431450003 15.919962772200003 191.87997069285004 17.654958715000003 17.552559642400002 22.372035319250003 13.475314848550001 71.787208999250012 98.238948544700023 216.11788648010003 2.7861270712500006 13.265309941850001 16.069922422900003 211.56805207830004 169.46043282405003 210.97856947250003 22.426784932800004 77.769028339500025 201.11092673680002 87.181320254150009
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 -8 -9 11 -5 18 15 -14 17 16 -13 -15 19 20 -1 -22 25 24 -24 -20 -21 -28 -26 -3
right_child=1 29 3 4 6 -7 7 8 -10 -11 -12 12 13 14 -16 -17 -18 -19 22 26 21 -23 23 -25 28 -27 27 -29 -30 -31
leaf_value=0.00071671855488267852 0.001221312607454061 9.761339514835991e-06 -0.00215088077512421 0.00053740710466602926 0.00058664377571134539 0.0015955690517322544 0.00075893934881263788 -0.0020019104959569816 0.00022334479801131547 0.0010077866857486281 -0.0020241308779902225 -0.0020267171753206937 -0.0020382610717513752 0.00080468990685938319 0.0019942172394139409 0.00091035905137842063 0.0010554139744136852 -0.0020127034518910179 0.0010279854284313379 0.00095927831754282454 -0.0020114080811908228 0.0008641300702678412 0.00063013972054674146 0.0010700114910403692 -0.00053774253976686967 -0.00031624485070141424 6.0339207115650578e-05 -0.0020345925813526713 -0.0021032405943711197 0.00029590318452086124
leaf_weight=0.36690380297296155 0.97902489465195586 23.336931214901142 0.47577219712547858 0.2815389381721618 0.51747582247480783 0.75247993171797134 0.26561892963945855 1.1945029139678807 0.36847052903613065 1.1150266123004247 0.32137803587829694 0.42080982358311247 0.88036992246634316 0.2565522758523 0.31911692023277283 1.0918731873825889 0.21402404821128584 0.50191661989083514 2.9021581327542667 0.81640536765917238 0.97576386415130378 0.17953370067698415 0.70079300738871131 0.91431074426509429 0.57575710909441091 0.82925951958168287 2.3657280434654244 0.27994639083044592 0.64887170738074929 14.969220360479083
leaf_count=74 24 879 23 5 12 16 12 86 18 34 35 64 95 9 8 96 10 51 106 48 344 21 12 38 31 32 353 36 23 305
internal_value=7.58074e-05 0.000148986 -6.42072e-05 -0.000508885 -0.00029783 0.000517504 -0.000768873 -0.00115247 -0.00147731 4.93674e-05 -0.000827992 -2.07544e-05 -0.000432816 -0.00100196 -0.000155325 0.000212554 -0.000987626 -0.00105972 0.000110639 -0.000238394 -0.00101468 -0.00156455 0.000375384 -8.95936e-05 -0.000640247 0.000729248 0.000102923 -0.000161332 -0.00136722 0.000121579
internal_weight=59.8175 39.2852 20.5324 4.17724 3.70147 1.3554 2.34607 1.82859 1.56297 16.3551 0.602917 15.2401 3.68466 1.95796 1.07759 1.72671 0.634834 0.758469 11.5554 4.98428 1.5222 1.1553 6.57115 2.83973 1.92542 3.73142 3.46208 2.64567 1.22463 38.3062
internal_count=2900 1208 1692 207 184 56 128 116 104 1485 40 1451 333 163 68 170 74 60 1118 876 439 365 242 104 66 138 437 389 54 1184
is_linear=0
shrinkage=0.00196078


Tree=883
num_leaves=31
num_cat=0
split_feature=0 9 6 8 5 7 2 15 17 7 9 19 17 16 10 16 5 19 12 2 12 6 2 4 7 4 6 6 3 16
split_gain=0.128299 0.20606 0.438111 0.377292 0.3031 0.485585 0.319812 0.309396 0.222598 0.190881 0.460124 0.561789 0.278163 0.268495 0.281411 0.190898 0.254082 0.230343 0.195971 0.182426 0.221604 0.215728 0.542887 0.227365 0.178007 0.560488 0.211593 0.42563 0.273839 0.323186
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 30.133297129900004 22.446731871300006 136.00952513250002 44.34858359035001 190.40793214150003 22.580174331950005 181.61255275325001 14.351157895250003 187.98346801990002 22.714946882600003 61.885617704800005 14.184966829400002 14.828620505300002 11.950964240300001 176.04981466085005 156.02689307135003 214.84291680595001 16.525386113000007 120.54857872840002 207.32835501420001 22.747724408400003 194.78797560380002 13.665319288000001 13.775321858200002 85.622014538550019 19.214955067100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 -4 -7 -8 19 10 11 -2 -12 14 -11 16 18 -17 -16 21 -21 23 -23 -1 25 -19 -26 -28 -29 -30
right_child=9 2 4 -5 -6 6 7 -9 -10 13 12 -13 -14 -15 15 17 -18 24 -20 20 -22 22 -24 -25 26 -27 27 28 29 -31
leaf_value=-0.0021968332313913506 0.0001918820386806757 -0.0020936875275684068 -0.001455245951113122 0.0019369707414889643 0.0011628655999645933 0.0013249713071927711 -0.0021101296606025476 0.00021594917875137262 0.0015259390088664061 -0.0013031532285947332 0.00044509838483187709 -0.0022856127496346866 0.001586986247731246 0.001215420269151828 -0.0012592865335820918 0.00092707035590847966 -0.002038172427274311 0.00052077853366785357 1.2911278735502267e-05 0.00098784045208805994 -0.0005108111301930174 0.00116036558851037 -0.0021204280087379081 -7.6868086636871678e-05 -0.00035171146621290741 -0.0011603646726595352 0.0013710685238947724 -0.00024782833216572246 0.00095872754142580635 0.00014127646239147249
leaf_weight=0.50205917659150168 2.8988497134778295 0.55800620155059766 1.1453217965899973 0.4075375145766883 0.51737987282103848 0.61580458318348963 0.30722717760363571 0.77301215477200458 0.31160472765986913 0.59566642428398964 1.9683607858605685 0.40050753974355746 1.4060744618764145 0.75408574752509494 0.56759715663065424 1.2345019808853965 0.32440007274271909 1.4132689963589649 2.5886725891559763 0.80476010301572365 0.71761168377543072 0.56319282032927731 0.29574362843777635 0.31751008526043734 3.4780477730164412 1.6557184916746335 1.0741361887194241 6.3106108276224431 2.0366751607507494 21.37132859932899
leaf_count=43 228 40 68 10 14 12 20 47 15 14 31 8 24 18 200 49 53 27 472 64 85 70 78 14 345 36 32 294 46 443
internal_value=6.65849e-05 -0.000166709 -0.000484791 0.000151109 -0.000217497 -0.000468845 0.000197262 -0.000445603 -5.6097e-05 0.000103093 0.000411815 -0.00010886 0.000920905 5.56246e-05 3.51188e-05 5.40741e-05 -0.00038571 9.37571e-05 -0.00021587 -0.000210108 0.00028141 -0.000655905 3.07432e-05 -0.00137554 6.62066e-05 -0.000386198 0.00010672 0.0001585 0.000114673 0.000212401
internal_weight=57.9153 7.83677 3.91675 3.92002 3.35875 2.84137 1.69604 1.08024 3.51248 50.0785 6.67379 3.29936 3.37444 43.4047 42.6506 42.055 3.48067 38.5743 3.15627 3.20088 1.52237 1.67851 0.858936 0.819569 37.3398 3.06899 34.2708 30.7928 29.7186 23.408
internal_count=2900 580 201 379 161 147 79 67 369 2320 291 236 55 2029 2011 1997 725 1272 672 354 149 205 148 57 1223 63 1160 815 783 489
is_linear=0
shrinkage=0.00196078


Tree=884
num_leaves=31
num_cat=0
split_feature=6 5 15 0 6 18 13 3 12 10 16 0 15 9 13 7 4 10 3 10 15 5 18 17 18 9 5 10 6 9
split_gain=0.189325 0.382929 0.268803 0.230765 0.443862 0.609412 0.563535 0.466657 0.351566 0.350984 0.971291 0.499539 0.519087 0.344283 0.342053 0.646561 0.313016 0.611072 0.687456 0.533187 0.315123 0.289702 0.532947 0.270149 0.637926 0.607445 0.536208 0.363021 0.383343 0.518184
threshold=14.815346158200002 17.671168838450004 38.469938489650012 87.181320254150009 16.375382608200002 13.544020937350002 117.38883580790001 92.751805500450018 121.97235442175001 66.697957758300021 19.974953289850003 90.437043050150024 39.283112803100003 196.57165974130001 115.02030419500001 23.856905110850004 248.34582299520005 62.057679025150001 93.308316333450009 61.944763783650011 45.169600924000008 18.553574773300003 14.504139642200002 188.54236693505001 13.086509421050001 195.39349636155001 22.000536998450006 61.944763783650011 16.435384010100005 193.60452210450003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -3 11 13 12 14 -11 -5 -16 23 18 -18 -20 -21 -15 -23 24 27 -25 -27 -9 -29 -30
right_child=1 3 -4 9 7 -7 -8 16 -10 10 -12 -13 -14 21 15 -17 17 -19 19 20 -22 22 -24 25 -26 26 -28 28 29 -31
leaf_value=-3.7101266265768334e-05 0.0013079547084558581 -0.0021319649840541724 -0.0012296057015820467 -0.00054345169784480931 -0.0013618979184572113 0.00070618148612992197 -0.0023878970688483792 -0.00017068379193429048 0.00077238704727697826 -0.0006367270971378181 -0.0020834693664024042 0.0015034663038360797 0.00093494560927251066 0.0012267949717309214 0.0013112071037831548 -0.00056155461080056705 0.0010232899420243317 -0.0015102266239641646 9.40918119361889e-05 -0.0021376891238566982 -0.0002646725652342319 0.0011301987105862819 -0.0011205731512038183 0.0011075866409871742 -0.0016929380123985628 -0.0012297194881200413 0.0007686983905707956 0.0019300753320119033 -0.00049474663528042008 0.0014451906976446095
leaf_weight=18.889109119578283 1.0718204396544013 0.23284862143191565 0.75581060287367918 2.6921811029314977 0.81866422307212161 0.73797813863166073 0.99306901753152488 3.342600829962068 0.51386064855614677 1.2000910800416011 0.81183733686339099 1.6417906321585167 3.3546526897698641 1.4812331099528822 1.5089561361819508 1.3365604579448698 1.9894510637968768 1.11211896005625 3.1226967432253332 0.82659691150547565 0.59317223793186713 0.82500450033694483 0.79346993274521083 3.8161523938179016 0.70632340427255247 1.0141458106227221 1.0513348178938029 0.80163186229765448 1.2270877735572869 0.9310458868567365
leaf_count=1636 24 23 56 38 21 23 35 215 34 23 37 34 56 24 20 25 25 57 155 32 60 15 33 56 21 22 20 12 35 33
internal_value=7.50059e-05 0.000151548 -8.29812e-05 0.00012015 -1.32129e-06 -0.000786892 -0.00142022 8.98345e-05 -0.000133286 0.000305169 -0.000116425 0.000509745 0.000326275 0.000254969 -4.24487e-05 0.000431557 0.000147712 -0.000166659 6.20954e-05 -0.000358876 -0.00135515 0.000600201 2.67399e-05 0.000334136 7.41025e-05 0.000643999 -0.00021252 0.00027214 0.000772241 0.000342167
internal_weight=60.1933 40.5484 19.6449 39.4766 23.8308 2.47776 1.73978 21.353 0.746709 15.6458 5.11164 10.5341 8.89235 4.2998 5.5377 2.84552 20.5344 7.64404 6.53192 4.54247 1.41977 3.09971 1.61847 12.8903 7.00869 5.88163 2.06548 6.30237 2.95977 2.15813
internal_count=2900 1208 1692 1184 879 115 92 764 57 305 132 173 139 95 83 45 743 329 272 247 92 72 48 414 316 98 42 295 80 68
is_linear=0
shrinkage=0.00196078


Tree=885
num_leaves=31
num_cat=0
split_feature=16 0 6 3 9 6 9 9 14 2 9 7 2 2 16 5 0 5 5 2 5 0 3 5 15 7 16 14 19 13
split_gain=0.151012 0.323986 0.450837 0.411121 0.353856 0.301404 0.688787 0.420204 0.474064 0.348934 0.396676 0.553958 0.520104 0.605442 0.381025 0.270731 0.307105 0.453065 0.266062 0.303338 0.583432 0.40665 0.355947 0.469251 0.261097 0.223585 0.208443 0.242526 0.457502 0.287015
threshold=18.594956516900002 87.181320254150009 16.355382140900002 92.751805500450018 194.04304600165003 15.785368822600002 193.60452210450003 203.09362050815002 257.53512067470007 215.60007756200005 196.26893085885004 22.620341628000002 128.59294673040003 101.14502893930002 22.634947069650003 20.361635946650004 86.530713386650021 21.893521430150003 21.005083245250002 100.60547560250002 21.746930049350002 85.678472159250006 93.308316333450009 22.382291025900006 32.540328261750005 20.861721588400005 18.484956774100002 169.50964292540002 12.651020723000002 108.36905878025001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 4 -4 -2 9 -7 8 -8 10 11 -3 13 -13 -11 -5 18 -18 -17 21 -21 25 -22 -24 26 -20 27 28 -1 -29
right_child=1 5 3 15 -6 6 7 -9 -10 14 -12 12 -14 -15 -16 16 17 -19 19 20 22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00038209696250405531 -0.0019625774399662293 0.0011124988981229056 -0.0011902757616105326 0.0010491257287351295 -0.00020379046337242704 0.0017901385653511465 -0.00084507211542753438 0.00078493383042864341 0.00074948968710074131 -0.0013952712676637447 0.00056666068498532841 -0.00030065809525461711 0.00066134183223164999 -0.0023716151658728694 0.00043933251411623132 -0.00084862222075194433 0.0013137380810472911 -0.00017607333144905034 0.00061145551580096824 -0.0012656937352684325 0.00080706789253142341 0.00099336400041492748 -0.0015819298657608694 1.0349253081894199e-05 -0.0020059432824314299 -0.00084128256258465036 -0.0015696214101760392 -2.5375344397830922e-05 -0.0020972703334738775 0.0010618866746370189
leaf_weight=0.55885630255943286 0.7692511628119999 0.93984079780057239 0.96996181097347545 1.1291259489953542 1.0269319975050164 1.5470548057928661 1.7935390472412112 3.6327970093116164 1.1940555945038793 1.0956353034707706 6.4666927966754884 1.4134490739088512 0.90224336995743204 0.88104153820313502 0.72208791878074396 1.4080093697411999 1.7134878085926168 1.4479963704943655 0.68731975241098797 1.4850373854860652 1.9362260070629407 2.5302141332067549 0.76986060873605211 9.4003685754214512 0.26729805867944456 0.99981104815378785 0.34046108793700192 13.456544444374229 0.58634381867523189 1.0030395424137157
leaf_count=41 23 17 22 15 28 23 25 80 20 54 140 30 19 27 19 26 21 19 21 24 25 33 19 348 70 33 41 1460 40 137
internal_value=7.90371e-05 0.000135469 -8.85368e-06 6.07244e-05 -0.000957026 0.000319644 0.000612212 0.000336954 -0.000207772 0.000127265 0.000263336 -0.000210849 -0.000599914 -0.00109587 -0.000666478 0.000112343 6.50765e-05 0.000631387 -2.80909e-05 3.67823e-05 -0.000105766 0.000496181 3.65166e-05 -0.000110182 -8.40777e-05 -0.000249452 -5.18606e-05 -1.87465e-05 -0.000887342 5.00464e-05
internal_weight=63.0746 46.862 26.2736 24.4774 1.79618 20.5884 8.16745 6.62039 2.98759 12.421 10.6033 4.13657 3.19673 2.29449 1.81772 23.5075 22.3783 3.16148 19.2168 17.8088 13.5915 4.21734 12.1065 10.1702 16.2125 1.68713 15.9452 15.6048 1.1452 14.4596
internal_count=2900 1111 657 606 51 454 148 125 45 306 233 93 76 57 73 584 569 40 529 503 416 87 392 367 1789 54 1719 1678 81 1597
is_linear=0
shrinkage=0.00196078


Tree=886
num_leaves=31
num_cat=0
split_feature=6 15 17 10 8 5 3 5 5 17 19 5 13 5 10 14 6 6 7 19 8 8 6 19 0 16 5 15 5 6
split_gain=0.117696 0.282596 0.144912 0.237352 0.12414 0.100536 0.0931671 0.0879278 0.316281 0.282063 0.29978 0.22022 0.256422 0.438039 0.30475 0.320634 0.307742 0.195544 0.583043 0.325494 0.367624 0.312652 0.369312 0.302343 0.263724 0.475569 0.314023 0.472258 0.271662 0.349803
threshold=5.0951190466500007 17.382777826050003 201.37020668845003 90.740838818900016 2.2482454915000001 10.293758831600002 73.074980443700014 23.606333875400001 22.963361893800002 192.70224472390001 14.351157895250003 25.763052016400003 117.67112391160002 24.225659292200003 62.009286778800011 267.54022483715011 16.435384010100005 16.455384477450004 23.282607548150004 14.351157895250003 8.4434108459500017 8.2435668022500028 16.565387047600002 14.551174033150001 86.001087134900004 22.604947139800004 21.850554661550003 37.80636766060001 22.382291025900006 15.785368822600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -3 -1 8 17 10 -10 12 14 -14 -9 -16 -17 24 19 20 -19 -21 23 -23 -2 28 27 -27 29 -26
right_child=7 5 4 -5 -6 -7 -8 11 9 -11 -12 -13 13 -15 15 16 -18 18 -20 21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0011438431684437107 -0.00054589877992838876 -0.0019962358551954464 -0.001984137642858244 -0.0019785066283342246 0.0013932423590034564 0.00040315794144538472 -4.3953761986748077e-05 -0.0017887390203999536 0.000922697213431621 0.0012100381372997023 -0.00059881787749471098 0.00024957900326455897 0.0013479822910897501 -0.00086676871982445066 -0.0021304571343462755 -0.00098399982467222455 0.0011175086608996348 -0.0014655450063612164 -0.0012334899407910344 0.0011865052873641024 0.00016229747097677114 0.00016098307202237788 0.00074429771971585559 -0.0011691985529062837 3.6985556556114189e-05 0.0012399122663887476 0.0015396292613953106 -0.00065977966700908239 -0.00070609776239269112 0.00060070127086952487
leaf_weight=0.6237310846481694 2.0280229132004015 0.44428146706923133 0.20401948265134695 0.14969264335377364 0.052636907988926396 0.079091450985288247 0.42816871067043394 0.84864025506976748 0.97587826674862244 1.8478574893961193 1.0164003183599559 3.271806750149608 0.6697741671814581 0.70445473532890901 0.28901095251057984 0.47829113737679996 0.60906661668559536 1.0092746677109956 1.6597615266218779 1.1879535615444181 1.1312035172231842 1.5448818781878801 1.7930308923823757 1.1430315896868704 22.129485096849756 1.0830258214846251 1.5077301408164201 0.93962586228735734 1.5228659409622185 5.2329406337812534
leaf_count=53 65 186 96 149 8 7 41 75 34 32 22 352 18 32 56 32 29 21 49 13 28 27 42 21 1198 22 27 21 42 102
internal_value=7.17619e-05 -0.000397658 4.5943e-05 0.000331612 -0.00129148 -0.00163364 0.000660358 8.87913e-05 0.000118632 0.000658253 0.000146466 -0.0001186 -0.000453284 0.000212661 -0.000864591 -0.00029478 0.000193128 7.14429e-05 -0.000178106 4.61989e-05 -0.00060526 0.000292179 5.50816e-05 -0.000404675 0.000140048 0.000182963 0.000862302 0.000357408 9.99337e-05 0.000144794
internal_weight=56.6056 1.98162 1.45825 1.20159 0.256656 0.523373 1.0519 54.624 47.753 3.84014 1.99228 6.87104 3.59924 1.37423 2.22501 1.37637 1.08736 43.9128 9.46914 7.80938 2.14048 5.6689 4.48094 2.68791 34.4437 32.4157 3.53038 2.02265 28.8853 27.3624
internal_count=2900 540 347 243 104 193 94 2360 1766 88 56 594 242 50 192 117 61 1678 201 152 49 103 90 48 1477 1412 70 43 1342 1300
is_linear=0
shrinkage=0.00196078


Tree=887
num_leaves=31
num_cat=0
split_feature=17 9 7 7 10 3 10 8 9 7 7 7 8 7 7 4 8 18 7 17 18 19 18 18 7 6 0 17 16 3
split_gain=0.0510933 0.10971 0.0519055 0.132415 0.192241 0.139234 0.27622 0.111473 0.196545 0.10491 0.25346 0.138288 0.18909 0.166378 0.148146 0.386091 0.383537 0.189446 0.335548 0.263873 0.14887 0.418595 0.185287 0.42609 0.367909 0.328475 0.453882 0.288493 0.179027 0.238161
threshold=159.06578391905001 58.059373288650008 20.778835947700006 21.725272673150005 72.953999827850012 93.491131486350014 61.614083433650009 4.9461400813500012 71.82068887245002 21.943165609950004 22.087764922150004 22.296968840150004 8.3434888241000014 22.398098708400003 22.580174331950005 212.51885705880002 8.2435668022500028 13.042786209850002 22.660992635700001 185.01807150455002 13.197799034350002 14.351157895250003 13.3584252364 13.373311100250001 22.892948161350002 16.395383075500003 86.345209775600011 191.19232825540004 22.694946929300002 93.458869988800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -7 8 -2 -5 -11 12 -12 -13 15 -15 -17 19 -19 -16 21 -20 25 -24 -25 -22 27 -27 29 -26
right_child=2 -3 3 9 -6 6 -8 -9 -10 10 11 13 -14 14 17 16 -18 18 20 -21 22 -23 23 24 28 26 -28 -29 -30 -31
leaf_value=0.05867638240361911 0.015201705820652884 -0.10337974061629279 -0.10435524818734124 0.041253634361601822 0.045467224038264198 -0.10516967293196063 0.030229889276351701 0.055977034505443807 -0.086148409827641548 -0.082039435896834004 -0.010928851116762577 -0.044624883641096819 0.070007514803682072 0.052806484664068634 -0.020714229510876796 0.044789057726792203 -0.11048435449380878 -0.061294529700845674 -0.083139417092434206 0.077444036588145485 -0.022452199397292157 0.010048038853691056 -0.122716591873942 -0.065584651926589937 0.0026000907444057864 -0.042794435060477254 0.087862568203959379 0.056399535107044846 0.047245834724292328 -0.046203391458428229
leaf_weight=0.061766757101394343 1.7305904124368674 0.12906736317154355 0.33890644961502292 0.63944347713549987 0.2512625617091544 0.25367336695580889 0.37105319036072615 0.52356042256724311 0.21512881489149993 0.36926504327129706 0.50893735400313633 0.81193232076839095 0.66691417276160792 1.5766029682417859 0.44702989588404196 0.2939051013199786 0.3467731009795898 0.92164970779413025 0.79206102287571356 0.70700642321207852 1.0759015616204153 1.23151656088703 0.28531989688053983 0.82706613657501549 25.094954318475182 0.67135745431733107 1.1883182460442183 0.52052932597871404 0.85163383948383753 1.04142664874871
leaf_count=36 156 84 56 24 22 30 31 31 149 24 25 36 23 40 21 22 20 28 34 31 22 38 7 39 1716 22 17 19 35 62
internal_value=0.000705335 -0.0509275 0.00092649 9.97114e-05 -0.0324343 -0.0527468 -0.0247498 0.0150174 0.00399591 0.00106682 0.000428068 0.00119204 0.0349763 0.000165145 0.00112537 0.0262058 -0.0392541 -0.00043428 -0.00176739 0.0394212 -0.000133592 -0.026427 0.00155249 -0.0011348 0.00011235 0.0234019 0.0441289 0.000526266 0.00212568 0.000655474
internal_weight=44.7446 0.190834 44.5537 42.0844 1.2149 0.963633 0.624727 2.46928 1.94572 40.8695 40.2301 39.8608 1.17585 38.685 37.8731 2.21728 0.640678 35.6558 34.5017 1.15404 33.5801 2.02358 31.5565 28.1004 27.8151 3.45611 2.38021 1.19189 26.988 26.1364
internal_count=2900 120 2780 2444 139 117 61 336 305 2305 2281 2257 48 2209 2173 82 42 2091 2039 52 2011 72 1939 1859 1852 80 58 41 1813 1778
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=6 13 13 16 16 7 15 7 9 8 16 9 12 0 4 12 2 4 6 2 4 8 3 17 10 17 17 6 17 5
split_gain=0.0479532 0.170159 0.098307 0.163887 0.10764 0.140386 0.0949519 0.0986354 0.0599325 0.198351 0.213784 0.268745 0.260296 0.326898 0.155603 0.288325 0.261894 0.523173 0.284995 0.18745 0.14376 0.133504 0.131058 0.137966 0.130125 0.165604 0.127891 0.223754 0.12649 0.129232
threshold=5.0951190466500007 92.504467352450021 92.138837046750012 12.644970430600003 12.294971249000001 27.577198718850003 12.389956812050002 29.973557588500004 187.70546222865002 8.3434888241000014 22.674946976100003 186.14781787895004 98.870599058600007 89.665455566700004 165.01827963435002 114.00770670190001 100.60547560250002 207.98441978950004 16.525386113000007 137.64628208855001 195.32149859550003 1.6487133604500002 76.220476456350013 242.64190980425005 79.535345331150026 195.76335783930003 193.40041255380001 8.655202227400002 166.83257850275001 30.372394345600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 10 11 12 13 -2 -14 -16 -17 18 -18 -19 -20 -21 23 -10 25 26 27 -23 29 -29
right_child=8 -3 -4 -5 -6 6 -8 -9 22 -11 -12 -13 14 -15 15 16 17 19 20 21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10091033191303576 -0.10970302912365026 -0.10093206890785443 0.068639240011930364 -0.10194821480968419 0.075510298157946174 0.054895761524040833 -0.10120128681871639 -0.10052811525426285 -0.10109109074772811 0.074444002822819128 -0.043397004831662964 0.062305085010314509 0.081177593681358046 0.017732740584682143 -0.10891514190649886 0.083085820547220898 -0.12046198766962733 0.067768503645142239 -0.10586950067816246 -0.077272795954995227 0.064175817096180823 -0.10343655888290156 -7.9972611324647519e-05 0.027828407489834967 0.055878873564504897 -0.082132733628904053 0.084837486611938087 -0.10157864023573016 0.021604026179221612 0.018495206782613731
leaf_weight=0.14309259649962658 0.42799162573464489 0.2091989247346645 0.1651335844071582 0.17567579320893856 0.1693157393601723 0.30419772791083233 0.060921062024135608 0.047162165824829572 0.25574026249341741 0.43288546483381729 0.82346467846946314 0.87808773017968622 0.29710871767019842 0.38002889405470341 0.20703296501665125 0.46573732048273075 0.46870080245571433 0.63280356661925896 0.070638663710269611 0.17106622428400475 0.16786639272686443 0.1775349919335002 33.373908919057612 0.12290435804607114 0.59694283536373394 0.20416511277926463 0.2172651657310779 0.18196702302987011 2.2058557820400893 0.17664905355377414
leaf_count=94 40 146 13 65 13 67 39 103 161 18 23 33 9 18 40 8 30 43 36 29 34 20 1374 35 56 29 9 62 216 37
internal_value=0.000637681 -0.0184763 -0.00228708 -0.0152955 0.00571047 -0.0155693 0.0140505 0.0340336 0.00120514 0.00836758 0.00509895 0.0101365 0.0036382 -0.0497673 0.0105522 0.00702218 0.0112059 0.00485526 -0.0751778 0.0172559 0.0138131 0.00912547 -0.000743702 -0.0592451 0.0130559 0.00497514 0.0109849 0.00513309 0.0126492 -0.042432
internal_weight=44.211 1.2747 1.0655 0.900365 0.724689 0.555374 0.412281 0.35136 42.9363 9.18379 8.75091 7.92744 7.04936 0.808021 6.24133 5.94423 5.73719 5.27146 0.707206 4.56425 0.238505 3.93145 33.7526 0.378645 3.76038 3.16344 2.95927 2.74201 2.56447 0.358616
internal_count=2900 540 394 381 316 303 209 170 2360 790 772 749 716 58 658 649 609 601 100 501 70 458 1570 196 429 373 344 335 315 99
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=5 5 17 19 15 5 5 13 10 4 4 8 0 2 5 6 18 18 0 6 7 9 19 0 8 6 19 3 13 15
split_gain=0.0461492 0.198506 0.258338 0.216521 0.166096 0.130261 0.201685 0.292417 0.343287 0.308167 0.131085 0.133802 0.135819 0.155892 0.127986 0.171998 0.140887 0.200844 0.12315 0.111316 0.34049 0.204433 0.182282 0.3107 0.231143 0.274742 0.214528 0.15136 0.342742 0.187011
threshold=23.606333875400001 22.963361893800002 192.70224472390001 14.351157895250003 42.133814420300006 25.763052016400003 24.779543538450003 117.67112391160002 62.009286778800011 266.97556800805006 122.51844363470001 10.441851282850001 86.780739992750014 317.41815758785003 36.806659819600007 16.475384944750001 11.780121045600003 11.955585097900002 78.626646483100004 16.455384477450004 23.282607548150004 198.12670160920004 14.351157895250003 86.232294534150014 8.2435668022500028 16.565387047600002 14.551174033150001 93.58791597905001 117.53132408880002 39.283112803100003
decision_type=2 2 2 2 2 2 2 2 2 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 19 6 7 8 -2 -10 -7 12 13 14 15 -12 -17 -18 -19 27 22 -22 23 -21 -24 26 -26 28 -1 -29
right_child=5 2 -4 -5 -6 10 -8 -9 9 -11 11 -13 -14 -15 -16 16 17 18 -20 20 21 -23 24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0023116588344189509 -0.10605381057881021 0.038685450626157587 0.057622594535769039 -0.037775023074179064 -0.049194115099979292 -0.10816912437139173 -0.07615566490994044 0.039454529450581831 -0.10779800041333661 0.02892279536614625 0.053250857001683749 0.092561387439657195 0.072595376587628005 -0.10240344439259226 0.098465709839869506 -0.078564094988468877 0.077873885835348045 -0.081540721249398818 0.014899743870109975 0.01181815742272261 -0.0058582520184899331 -0.087523949124610118 0.05464231525989223 -0.076348646163877987 0.003858829881507043 0.033221037574577152 -0.060576071556180111 -0.0016528070653642661 0.048615450490117666 -0.075164698781557016
leaf_weight=24.535639988289638 0.47276666946368073 0.69384247383277331 1.40840229713649 0.79439779493259266 0.68136457989930832 0.091547193471342658 0.56764340691006498 0.78966646443586785 0.21250713520930731 0.73529614208382554 0.39457293519080927 0.19723379611968983 0.26819140859879542 0.14694319557690949 0.13479738355090365 0.32826934435979616 0.22995978273684159 0.2688390191506187 0.26091435280250153 0.86144095148483646 0.49286126904189564 0.81078831589547917 0.92640083096921433 0.74568457674467936 1.1816029665060348 1.3720990467700174 0.91824311716482032 1.0030917219401079 1.7099929340183724 0.52833169791847456
leaf_count=1888 38 34 32 22 37 3 88 35 44 37 44 6 14 36 10 101 13 87 38 28 11 38 13 20 27 42 21 48 31 14
internal_value=0.000566184 0.00174548 0.0269239 -0.00212787 -0.000293607 -0.00837577 -0.0229863 -0.00933104 -0.03645 -0.0017314 0.00910872 0.0139239 0.00629285 -0.00378582 0.00517399 -0.00330831 -0.0238203 -0.000165732 -0.0340418 0.000656028 -0.0103245 -0.0566492 -0.000268435 -0.0290901 0.0102628 -0.00157877 -0.024318 0.00354538 0.00532851 -0.027014
internal_weight=43.7633 38.6642 2.89664 1.48824 35.7675 5.09915 2.77788 2.21024 1.42057 0.947803 2.32127 2.22972 2.03249 1.7643 1.61735 1.48256 1.08798 0.759713 0.529753 35.0862 7.30912 1.30365 6.00547 1.60713 4.39835 3.47195 2.09985 27.7771 26.2456 1.53142
internal_count=2900 2306 88 56 2218 594 242 154 119 81 352 349 343 329 293 283 239 138 125 2181 200 49 151 48 103 90 48 1981 1919 62
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=6 5 13 14 9 13 17 2 16 18 7 6 15 2 19 7 4 4 2 5 0 5 18 5 7 18 12 13 4 4
split_gain=0.168163 0.386393 0.291742 0.49491 0.519618 0.422474 0.339758 0.298317 0.241634 0.176966 0.171208 0.609753 0.289721 0.310113 0.382818 0.448522 0.289032 0.436143 0.27727 0.705745 0.384927 0.995328 0.595901 0.393542 0.365122 0.325724 0.67998 0.282273 0.277314 0.416187
threshold=14.815346158200002 17.671168838450004 107.97116697695002 161.53444867420004 200.41824001715003 109.51703040195001 209.52161856205001 95.580212559300023 18.714956236300004 14.356876324550003 23.789355599150003 15.265356672600001 29.049007317550004 192.77055391600001 14.251149826300002 24.472706336050003 309.48890441440005 317.66566527840007 103.98563613345001 19.731257453750004 86.345209775600011 22.782602051550004 13.117211680300001 23.663981639800003 22.398098708400003 13.482409244300003 189.43538326625003 117.64961624655002 183.81532008410002 169.78633280640003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 -5 -1 -6 11 -3 -12 14 15 -14 -15 -18 24 -20 21 22 -21 27 -13 -22 -27 -23 29 -26
right_child=1 10 3 4 6 -7 -8 -9 -10 -11 12 18 13 16 -16 -17 17 -19 19 20 25 23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-2.9241246352669594e-05 0.0012997300240657785 -0.0017295156728664659 -0.0022713823672948462 0.00088452280590015672 -0.00056101919814201815 0.0016291560200882914 0.00062955723186573895 -0.0020230575912799152 0.00092454780134422617 -0.0017718107298930349 0.0014094325985124852 -0.00016797835330288307 0.00084628894461474704 0.001329536218468406 -0.0010229877649096226 -0.00070801169431263932 -0.0014771135321837185 0.00058188254192866225 -0.0024067448468829385 -0.00022326436833462068 0.0006121117298600818 -3.4315798935088089e-05 -0.0021930165762259349 -0.00034912777690574852 0.00083402876107252814 -0.0014464611012471396 0.00050289939813112487 0.0011568465963052884 0.0015045845015929323 -0.00029681299466840393
leaf_weight=14.605561547883555 1.0667940946295846 0.74027709219081117 0.55348811275325616 0.26141204312443755 0.86008361307904158 0.77720246600802056 0.48365939845098171 0.28203849494457245 1.0979720400646318 1.0080261204238921 0.87018654425628383 3.6234403649596079 1.83206449379213 1.3953838121960869 1.3300543726654721 1.1694126939401028 0.47391152649652246 2.3914121668203734 0.4858669694513108 1.021225175820293 4.9586843345314255 1.397065577330068 1.399973507155664 3.4007379515423963 3.4678077488206327 1.0839558904990556 1.8832452809438107 1.6902543529868124 1.1027616970241068 1.957588556455448
leaf_count=1451 24 35 23 6 27 16 20 34 34 81 22 141 32 22 33 28 16 90 7 20 65 31 42 410 61 17 37 24 15 36
internal_value=6.074e-05 0.00013603 -8.56208e-05 -0.000542941 -0.000282439 0.000701796 -0.000835143 -0.000624445 3.74465e-05 -0.00121436 0.000103079 2.653e-05 0.000331316 0.000222129 -0.000147322 0.000240714 0.000597721 0.000241334 7.38484e-05 -7.69553e-05 -9.71688e-06 -0.000289366 -0.0013622 0.000110993 0.000331155 0.000304629 -0.000209226 0.000617825 0.000608198 0.000425999
internal_weight=58.6715 38.7421 19.9294 4.22591 3.67242 1.32065 2.35177 0.543451 15.7035 1.86811 37.6753 28.2129 9.46243 8.59224 4.33153 3.00148 4.26071 2.86532 27.4726 17.321 16.8351 8.90926 2.4212 6.48806 10.1516 7.92589 2.9672 3.08732 6.52816 5.4254
internal_count=2900 1208 1692 207 184 56 128 40 1485 108 1184 941 243 221 93 60 128 106 906 653 646 527 62 465 253 119 54 55 112 97
is_linear=0
shrinkage=0.00196078


Tree=891
num_leaves=31
num_cat=0
split_feature=19 8 15 15 16 18 16 4 5 10 13 13 17 17 17 7 3 3 15 15 17 3 10 16 0 19 8 10 16 8
split_gain=0.0507804 0.0961162 0.0655573 0.170505 0.152323 0.245106 0.218951 0.204617 0.118141 0.0848396 0.0707448 0.300746 0.211652 0.278797 0.13553 0.178754 0.189723 0.0929482 0.0733585 0.117903 0.100436 0.446086 0.27075 0.398603 0.280888 0.464657 0.200376 0.184263 0.202003 0.189702
threshold=14.651182102100002 8.6432548896500023 44.34858359035001 43.376643616500012 22.674946976100003 13.415872650200003 22.594947163200004 373.81957258215004 24.301614351200005 61.923256118600001 117.68187774410002 117.69263157665002 188.31851043910004 186.67336014325002 183.40283206635004 20.861721588400005 103.44111502715002 112.71898403535002 42.670190152050004 42.385947950200006 201.37020668845003 91.851172026750007 64.321360770950022 20.719951547750004 90.837623311600012 14.151141757350002 1.7486353823000003 68.579878449600017 19.559954260300003 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 10 6 -6 8 9 -4 -8 18 -12 13 14 15 16 -13 -18 19 20 -1 22 -22 24 -24 26 -26 -28 29 -29
right_child=1 -3 4 -5 5 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0034240929585027842 0.035662188112465167 -0.011264876741876626 -0.035279024332255146 0.042336469316556699 -0.034713068528206895 0.083131637966852509 -0.023193231554150432 -0.0017352057240681746 0.057113307664161228 -0.10590180524333144 -0.10642136819018776 0.10146318553456607 0.043166606064803138 -0.1142009935921094 0.059927126593388162 -0.072593123905281887 -0.10235561229410742 0.053474828689066604 0.029947529917728585 -0.049587724057675628 0.045636954712607987 -0.10854892356920101 0.076013183063881357 -0.10440476922580938 -0.10096889670817276 -0.12381085122543629 -0.080604134272753925 0.0070582484426358356 0.084024247150508602 -0.10291980856270017
leaf_weight=28.165530471564352 1.092240287514868 0.72696448391070578 0.23595836159074624 0.9654859771108012 0.35942084987982514 0.34678610414266586 0.15734250612149459 0.43037191544317466 0.3347275338774125 0.58563428163961362 0.32486251520458553 0.17323458567261674 0.6661319367121904 0.28161078260745853 0.26412973587866873 0.36577774700708687 0.10907806958857691 0.058970264275558293 0.84659615177588321 0.47006319835781951 0.95104202348738809 0.4319058435048645 0.40121836273465294 0.43176051380578417 0.19413231867474712 0.33919093777512888 0.24536743946373496 3.049007323981642 0.32590810302644957 0.16534646948639409
leaf_count=1767 27 34 20 31 34 13 9 29 27 78 7 5 24 6 11 22 48 8 27 9 28 23 14 29 137 14 11 379 7 22
internal_value=0.000555658 0.0169099 -0.000158211 0.000833031 -0.0160272 0.0231551 -0.0318932 -0.0566036 0.0189124 -0.0883864 -0.000214279 -0.0174422 -0.00237861 -0.0265956 -0.00119318 -0.0240253 0.0280284 -0.0476728 0.000858987 0.000158791 0.000832673 -0.0103364 -0.00338595 -0.0124355 -0.00402299 -0.0114581 -0.00188241 0.00319888 0.00900708 0.00140097
internal_weight=43.4958 1.8192 41.6766 39.2264 2.45024 0.706207 1.74403 1.17335 0.570686 0.742977 38.2609 2.2438 1.91893 1.2528 0.97119 0.707061 0.341283 0.168048 36.0171 35.1705 34.7004 6.53488 6.10297 5.15193 4.72017 4.31895 3.97976 3.78563 3.54026 3.21435
internal_count=2900 61 2839 2629 210 47 163 116 47 87 2598 131 124 100 94 83 61 56 2467 2440 2431 664 641 613 584 570 556 419 408 401
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=6 5 13 14 9 13 5 17 16 18 7 6 15 16 18 17 17 6 3 2 10 0 5 18 4 2 18 13 2 18
split_gain=0.0473607 0.247098 0.187026 0.327816 0.354089 0.332208 0.238659 0.21906 0.204233 0.150722 0.117718 0.542616 0.248095 0.312766 0.189893 0.416733 0.173447 0.34003 0.34033 0.156289 0.436491 0.275903 0.768859 0.435776 0.265098 0.204902 0.48793 0.323398 0.196758 0.251958
threshold=14.815346158200002 17.671168838450004 107.97116697695002 161.53444867420004 200.41824001715003 109.51703040195001 17.450855014100004 209.52161856205001 18.714956236300004 14.356876324550003 23.974509389900003 15.135353635100001 29.049007317550004 22.644947046300004 14.117867417450002 196.27545234990001 200.83528241485001 15.925372093750001 90.988176966900014 103.98563613345001 65.727424373200009 86.345209775600011 22.782602051550004 13.117211680300001 181.76113425110003 167.29597799085005 13.316069313700003 117.54745483760001 125.31286365695001 13.258783262950002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 -1 -6 11 -3 -12 14 -14 -16 -17 -18 -19 24 21 22 23 -21 -13 26 -23 -27 -24 -30
right_child=1 10 3 4 7 -7 -8 -9 -10 -11 12 19 13 -15 15 16 17 18 -20 20 -22 25 28 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0018676501079803332 0.059680178432179536 -0.09275401353002842 -0.11123222820739501 0.048777591347925149 -0.023002289869513495 0.082968212841007416 -0.10282524662311571 0.029598297114557665 0.052253919010616851 -0.089420245916767366 0.07415791940947003 0.0039825353917407992 -0.038149884085316943 0.071250290929038215 -0.071460986738901069 0.064215167751307548 -0.046144249010679352 0.094541905954035332 -0.015257011582376767 -0.011511136367961597 -0.07477486547363435 0.044452562625254516 0.055210016092065474 -0.10924512867712188 0.053948315605473876 0.00064542224857115508 -0.029930012205211867 0.064031185520219094 -0.02642281300822711 0.022168637322936793
leaf_weight=9.8222107020656004 0.74310960900038736 0.63892178891729301 0.39336868445388917 0.19025847851298783 0.63119185133837141 0.5785408983938396 0.22861109687073622 0.35051256962469768 0.75052264519035894 0.74487163894809783 0.61611398949753393 6.3763214497203107 1.1289746164984533 0.65495639422442753 0.52852773526683483 0.81383406557142768 0.69844015760463651 0.59645244153216459 0.5359612483298406 0.76798254100139818 0.85234948820289069 1.3871071711182597 0.68296714877260445 1.1238176558254052 1.274006087973248 1.6576665551401677 2.4212940284051001 1.5647083525545893 2.176365956175232 2.0936693112462308
leaf_count=1451 24 28 23 7 27 16 33 20 34 81 22 234 31 34 13 21 37 23 24 22 21 25 67 41 28 38 37 30 308 100
internal_value=0.00048419 0.0027508 -0.00437243 -0.0258977 -0.0135746 0.0338615 -0.0339644 -0.0409776 0.00197426 -0.0589547 0.00127111 -0.00188636 0.0143112 0.00687302 -0.00292765 0.00960381 0.0258042 0.00873013 0.0425751 0.000708008 -0.0053151 -0.00104832 -0.0153397 -0.0695697 0.0123033 0.012865 -0.00283817 0.031424 0.00537345 -0.00259762
internal_weight=43.0236 29.3335 13.6901 3.11736 2.72399 0.99741 0.41887 1.72658 10.5727 1.37606 28.5904 23.0172 5.57326 4.95715 4.30219 3.17322 2.64469 1.83085 1.13241 22.3783 14.7279 13.8756 6.8448 1.8918 7.65033 7.03078 3.8084 3.22237 4.953 4.27004
internal_count=2900 1208 1692 207 184 56 40 128 1485 108 1184 979 205 183 149 118 105 84 47 951 689 668 538 63 262 130 62 68 475 408
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=6 3 6 5 13 14 9 13 5 3 17 8 16 3 10 16 7 15 18 16 17 18 14 5 18 4 16 6 7 4
split_gain=0.137263 0.285185 0.441132 0.413561 0.281769 0.38871 0.380703 0.454401 0.301399 0.299658 0.297713 0.412585 0.251247 0.266733 0.302334 0.240316 0.240239 0.214025 0.199651 0.834972 0.634751 0.541993 0.293668 0.271294 0.265978 0.619933 0.275596 0.391905 0.353419 0.394384
threshold=14.815346158200002 86.302194445500007 15.185354803400001 18.152162791050003 107.97116697695002 161.53444867420004 200.41824001715003 109.51703040195001 17.450855014100004 82.979260196300018 188.07781354100004 8.543332867800002 18.564956587050002 89.227236891450005 66.697957758300021 18.714956236300004 19.152455927400002 34.098324821200009 13.713893333650001 22.604947139800004 202.56512036810003 13.601370067700001 314.01641298495002 24.635572506200003 13.512826932300003 249.88694723220001 22.554947256700004 16.375382608200002 23.031046061850002 203.63782228400004
decision_type=2 2 2 2 2 2 2 2 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 17 -2 15 -6 7 8 -7 -8 -11 -12 16 14 -14 -1 -4 -3 21 20 -20 22 24 -24 26 -26 28 -28 29 -15
right_child=1 2 12 -5 5 6 9 -9 -10 10 11 -13 13 18 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-7.9652944627528592e-06 0.0015179030147692383 -0.0015870222024421329 2.6653979799944195e-05 0.00012790399342346237 -0.0022071996117765456 0.0007542953224267397 0.00054086925769667121 0.0015313668812572136 -0.0020316193889053135 0.00083372587086024666 -0.0019957303853612991 0.00032168232335830774 0.0012040187015482837 0.00099485668661269521 -7.6285220223709337e-05 0.00097438272912701331 -0.0022619343696588215 -0.00015049759108746533 -0.0016294902112238487 0.00074790832958790247 5.4120143785111594e-05 0.0011597775722678287 -0.0021018008350312174 -0.00011729018852548827 -0.0013573006871661626 0.00074318408587966984 -0.00086428035019377105 0.00019472969085187317 0.0017830007069408352 -0.00028818162418442548
leaf_weight=14.072778081370418 1.3553351572481909 0.86069645649513293 0.38473341980079467 2.0950082088820636 0.4639011521358033 0.27647487120702885 0.52221204759553108 0.75998540013097227 0.32458378371666186 0.25476593431085337 1.2438307361153418 0.38735411272500631 1.8509851386770599 1.9108961553429424 1.14949823054485 1.0273355157114554 0.32558117583084822 0.74293891456909478 1.8060474646335927 2.0712390029802918 1.6452563968487082 1.9804525048821222 0.43466574052581453 0.67789251295471331 1.3211167985573404 0.91392144188284863 1.5015456427936431 12.765044250627396 0.84387048799544562 1.77821751718875
leaf_count=1451 34 38 91 50 23 7 12 16 33 12 86 18 39 74 34 34 116 14 37 56 44 31 20 61 23 22 35 308 11 70
internal_value=6.82883e-05 0.000136106 8.30342e-05 0.000673912 -6.64639e-05 -0.000513544 -0.000305094 0.000523811 -0.000750155 -0.000773574 -0.00113754 -0.00144542 0.000131322 0.00015642 0.000713529 5.88687e-05 -0.00102235 -0.000921503 0.000100042 -0.000236268 -0.000826903 0.00017702 8.91394e-05 -0.000892619 0.000141066 -0.000498399 0.000217091 8.32698e-05 0.000638264 0.00037641
internal_weight=57.7482 38.4149 34.9646 3.45034 19.3332 4.23311 3.76921 1.36104 0.601059 2.40816 1.88595 1.63118 33.361 32.6506 3.00048 15.1001 0.710315 1.60364 29.6502 5.52254 3.4513 24.1276 22.1472 1.11256 21.0346 2.23504 18.7996 14.2666 4.53298 3.68911
internal_count=2900 1208 1124 84 1692 207 184 56 40 128 116 104 1072 865 73 1485 207 52 792 137 81 655 624 81 543 45 498 343 155 144
is_linear=0
shrinkage=0.00196078


Tree=894
num_leaves=31
num_cat=0
split_feature=6 5 13 14 9 13 4 17 6 6 9 9 17 7 8 18 0 6 3 5 5 10 16 3 15 13 7 0 5 10
split_gain=0.135548 0.338448 0.265292 0.424363 0.538512 0.422672 0.346233 0.30039 0.217477 0.379871 0.249888 0.281534 0.270917 0.269518 0.220531 0.204768 0.185746 0.344177 0.384035 0.343808 0.370913 0.307082 1.01541 0.458243 0.46505 0.412273 0.726604 0.301355 0.276704 0.433351
threshold=14.815346158200002 17.671168838450004 107.97116697695002 161.53444867420004 200.41824001715003 109.51703040195001 173.95266242615003 209.52161856205001 13.665319288000001 13.775321858200002 206.08249486475003 202.89977928865002 201.96296776225003 24.176224535650004 8.1436447804000007 14.356876324550003 87.181320254150009 16.355382140900002 92.751805500450018 20.361635946650004 20.569643378550001 66.697957758300021 19.974953289850003 89.227236891450005 39.283112803100003 114.65467388920001 23.633329316050006 86.530713386650021 18.483418961650003 69.276189105400007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 15 14 -10 11 13 -12 -11 -1 -6 17 -3 -19 -20 -21 23 28 -18 25 -25 -27 -22 -23 -30
right_child=1 16 3 4 7 -7 -8 -9 9 10 12 -13 -14 -15 -16 -17 21 18 19 20 27 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-3.4335342143723674e-05 0.0012585980271431936 -0.0008870808484841543 -0.0022193384586014823 0.0010471296627479248 -0.00047249446727128705 0.001605966743482205 -0.0020188676969935667 0.00051843341740258949 0.001383234510361545 0.00070915508825139528 -0.0016650512071744999 0.0014277938667637104 0.00021724413279814676 -0.000751858425590478 -0.0012339098867527943 -0.0017623754881645989 0.0012851585677891336 -0.0012782338153598507 0.0012221792483232442 -0.0015821187370656086 -5.9919978504929634e-07 0.00085078077560839379 -0.0020956528690423012 -0.00081595084018016868 0.00087992822913616608 0.0013704866149448925 -0.00050791158113965213 0.00073923908323763883 0.00067819610642138543 -0.00099154182525585332
leaf_weight=9.1198571782006184 1.0074559373315413 1.5909212239548676 0.48631470976397295 0.2642925698310139 0.8547093924134973 0.81546484801219776 0.30505345965502784 0.50127813208382566 1.1439271243289102 1.0423578831396305 0.54743887000950031 0.77174181584268797 0.63496513006975874 0.90858688764274109 0.6299151304629057 1.0600015907220948 2.1006505899131289 0.79226710717194038 1.0206944048550237 0.51830148731824266 15.510154972064358 1.8020049754413765 0.83631926414091129 1.9262575749307851 2.9312910456210375 1.4320734534412625 1.7706848010420797 2.4512604470364741 1.1809364650398495 1.2097695359698262
leaf_count=1220 24 103 23 4 27 16 36 20 32 42 29 15 33 26 88 81 40 22 16 10 690 33 37 28 55 19 31 38 20 42
internal_value=6.96565e-05 0.00013725 -6.52093e-05 -0.000494712 -0.000274045 0.000700814 -0.00059562 -0.000832821 5.92149e-05 0.000389522 9.84309e-05 0.000425298 -0.000654236 2.87372e-05 -0.000111838 -0.00118658 0.000106778 -8.85355e-06 5.99984e-05 0.000114368 5.31804e-05 0.000273364 -0.000122917 0.000469498 0.000256923 -9.91312e-05 0.000331991 0.000100369 0.000270584 -0.000166742
internal_weight=57.1669 38.081 19.0859 4.28711 3.8008 1.38481 0.569346 2.41599 14.7988 5.04902 3.90509 2.72269 1.1824 1.95094 9.74977 1.91471 37.0736 21.8836 20.2927 19.5004 18.4797 15.19 5.02903 10.161 8.06031 5.12902 3.20276 17.9614 4.19271 2.39071
internal_count=2900 1208 1692 207 184 56 40 128 1485 177 145 83 62 68 1308 108 1184 879 776 754 738 305 132 173 133 78 50 728 95 62
is_linear=0
shrinkage=0.00196078


Tree=895
num_leaves=31
num_cat=0
split_feature=5 10 17 3 7 7 15 5 6 19 17 12 8 15 0 6 5 5 17 7 0 10 6 7 17 18 18 13 15 17
split_gain=0.0465082 0.252193 0.153744 0.191071 0.116776 0.195148 0.11182 0.113364 0.167478 0.0775467 0.107155 0.0922515 0.0859344 0.14045 0.210582 0.1363 0.144268 0.188304 0.295975 0.331614 0.164367 0.158553 0.131416 0.1418 0.156244 0.206611 0.134359 0.187297 0.111388 0.127782
threshold=29.040033326300005 60.474177186300004 167.56787829315002 103.44111502715002 21.725272673150005 20.778835947700006 30.807603489900004 31.302824910800002 16.495385412050002 14.651182102100002 198.64683373915003 58.770113158150004 8.8430989333000021 31.198916099800005 87.568458224950021 16.770391837550005 23.803605515150004 22.963361893800002 192.70224472390001 22.806258769100005 85.40693788805001 61.86411003975001 16.555386813950005 24.225158517200004 199.88268747760003 13.482409244300003 13.278511569200001 106.77211465075001 42.133814420300006 201.37020668845003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -11 -3 15 -14 -15 16 17 21 19 20 -19 -13 23 24 25 26 27 -18 29 -23
right_child=4 9 -4 -5 -6 -7 -8 8 -10 10 -12 12 13 14 -16 -17 22 18 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.084121719076262799 0.049679778325811975 0.058465066180527728 -0.10328556963142788 -0.10315180158604331 0.1007242282875872 -0.1029609770570704 0.093808981635730163 0.065097153830198012 -0.073711209936609706 0.050970455888277838 -0.00093670159823091041 -0.055278665041002407 -0.081440083455348075 -0.043926287336741338 0.052877796004287596 0.063878584001331659 0.09873362308237274 -0.018201930969318738 0.056387216664745325 -0.068153578144092855 0.066573711116424947 0.0039821141875675727 -0.087872130999180884 -0.089676325929559694 0.072919055591640775 -0.080608613636987472 0.039392672533443723 -0.10165951856199805 -0.041749679483605563 -0.012253922016987905
leaf_weight=0.12384644995108729 0.33764579899070557 0.26858563162386317 0.37708347384818808 0.097269962472068983 0.15564048854503187 0.13796168948010745 0.18611419768058113 0.12811788939870894 0.27031984208952053 0.72445269254967459 0.88176993918023072 0.52616628643590857 0.33520413067162624 0.57489184699625184 0.36892250366508961 0.33651181810273456 0.062701424911209669 0.40340648738492679 1.5178223098337182 0.54842152762284968 0.52810012083500624 25.483234963902309 0.29884887964544748 0.22183634049724776 0.22378849757660635 0.36384163578622974 0.52458821146865375 0.1820848411298357 0.62470142969141207 5.9860719547577892
leaf_count=8 54 7 97 53 9 20 14 5 63 20 27 17 39 37 12 16 4 25 38 17 20 1417 35 16 12 32 33 77 36 640
internal_value=0.00056013 -3.52095e-06 -0.0644645 0.00173938 0.0198388 0.00796407 0.0245586 0.00704903 -0.0290773 0.000937303 0.0224749 5.88255e-05 -0.000342264 -0.0258355 -0.00608706 0.000519605 -4.90227e-05 0.00137518 0.0253602 -0.00646118 0.02986 -0.000829013 -0.0270648 -0.0155549 -0.00343795 -0.018517 0.0108465 -0.0503293 6.36632e-05 0.000893705
internal_weight=42.8 41.5842 0.5982 0.221116 1.2158 1.06016 0.922198 0.736084 0.398438 40.986 1.60622 39.3797 39.1111 1.27902 0.943814 37.8321 37.4956 35.6179 2.99775 1.47993 0.931507 32.6202 1.87769 1.57884 1.357 1.13322 0.769374 0.244786 32.094 31.4693
internal_count=2900 2735 158 61 165 156 136 122 68 2577 47 2530 2523 88 49 2435 2419 2210 100 62 45 2110 209 174 158 146 114 81 2093 2057
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=19 13 3 16 16 7 17 19 13 16 3 7 16 4 17 9 15 6 18 6 5 7 17 17 7 13 6 7 0 3
split_gain=0.0455399 0.0810626 0.070856 0.054421 0.166772 0.131985 0.116464 0.16259 0.0659624 0.086415 0.0811864 0.0546352 0.154115 0.129718 0.147764 0.164028 0.108822 0.136275 0.113072 0.218656 0.309201 0.281087 0.263478 0.285405 0.234245 0.225335 0.204737 0.186071 0.251031 0.368191
threshold=9.8507947922000021 81.048947258600009 59.772489614250013 9.6249774926000011 11.934972090850001 25.762580120700004 177.48499193625003 10.650859343850001 95.870416931800023 8.5099800999500008 63.587411701350007 26.709562027450005 17.654958715000003 371.16724128940001 189.73320545960004 219.79476616820003 17.382777826050003 5.0951190466500007 15.269763541350001 14.815346158200002 17.671168838450004 24.176224535650004 198.12422587605002 193.40041255380001 24.605072964550004 106.77211465075001 7.2051683476000008 24.918974924200004 96.249489528150022 81.796338618900009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -2 7 -5 9 -7 -11 16 13 14 -13 -16 -6 -18 19 21 -21 22 23 25 -23 26 -19 -20 -29 -30
right_child=3 2 -4 4 11 8 -8 -9 -10 10 -12 12 -14 -15 15 -17 17 18 27 20 -22 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10122000186719311 -0.10108698115238131 0.10190164373142335 -0.042300373261483767 0.059505672735292184 0.034107949430544508 0.059696588091605968 -0.10148195670355803 -0.10172554059180967 0.10096646628907778 0.056648736409755332 -0.10121182020580706 -0.10805654779072656 0.041035775309520059 -0.10125733686309285 0.028810262581481855 -0.10212572041523563 -0.075579423098347517 -0.073573867650342517 0.056477932459044103 0.070588589177177391 0.0014195895090330277 -0.083417522089465915 -0.081941632587534119 0.072562994098112274 -0.021149455591082798 -0.067708666132819326 0.027387978919904368 -0.073026558183584653 -0.012452997208984747 0.060854709886055548
leaf_weight=0.12102795659029553 0.067858811089535176 0.052896887063980103 0.095762789295804396 0.15058854832841362 1.0108914196251806 0.24700523578212596 0.26969052126878523 0.10697700429091128 0.15912988968193531 0.053550418713712133 0.083189502132881898 0.14649747002113034 0.32502356969052915 0.24618259956332622 0.49827389111669618 0.11841160183030297 0.23175827210434263 0.23523773159831796 0.92320130943698941 0.66165413823910313 27.805649665171586 0.89638920119614374 0.32694309615180817 0.62101764896942757 1.8530556256437192 0.44582107185851771 1.3741886280768083 0.36088256391667561 1.8032449914753672 1.1049506166018543
leaf_count=176 45 1 49 38 99 42 163 39 7 10 39 11 28 74 79 25 145 30 43 15 1123 72 19 27 147 40 71 40 161 42
internal_value=0.000504062 -0.0404578 0.00901037 0.000766289 0.000330359 0.0304 -0.055552 -0.00745993 0.0468357 0.024389 -0.0393901 0.00104919 -0.0188533 -0.0381381 -0.0177775 0.00366886 0.00171891 0.000871642 0.00133291 -0.00056611 0.00302726 -0.0183481 0.0028022 0.0131548 -0.0414504 -0.00479604 0.0126311 0.0168338 0.00563817 0.0153998
internal_weight=42.397 0.269688 0.14866 42.1273 41.5165 0.610734 0.527256 0.257566 0.542875 0.383745 0.13674 40.9893 1.33439 1.00937 0.763183 0.616685 39.6549 38.644 38.4122 34.22 28.4673 5.75265 3.00321 2.67627 2.74944 2.05525 1.60943 4.19228 3.26908 2.9082
internal_count=2900 226 50 2674 2531 143 240 77 98 91 49 2291 217 189 115 104 2074 1975 1830 1544 1138 406 187 168 219 141 101 286 243 203
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=9 12 13 3 15 12 7 15 16 2 15 17 15 13 18 17 12 17 17 17 12 8 17 17 19 3 3 10 13 8
split_gain=0.114984 0.179032 0.220895 0.209542 0.118803 0.184303 0.159824 0.152375 0.209421 0.195509 0.108401 0.201064 0.295601 0.193533 0.23443 0.183542 0.200963 0.286503 0.255349 0.437228 0.263334 0.294773 0.218321 0.194857 0.165323 0.339225 0.844705 0.357972 0.528034 0.439205
threshold=37.256168974800005 293.71849950985006 96.209162656250015 66.676450093250011 11.896459116400001 373.49115436520009 20.234873028950002 12.603008525650003 11.934972090850001 313.37633693555006 17.183237161800005 171.14418113535001 22.332985174250002 106.77211465075001 11.904475184000002 174.35320691475002 66.834523482800009 179.88087463185005 182.28951942140003 183.23782055230001 82.187369520450019 8.8430989333000021 196.65693750130004 173.06150329755005 12.651020723000002 85.622014538550019 84.807411725000023 72.496961945650014 104.27722550570002 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=1 2 3 -1 5 6 -2 -6 9 -9 -10 12 -12 -14 -15 23 -17 -18 -19 -20 -21 24 -23 -13 -22 26 27 29 -29 -26
right_child=4 -3 -4 -5 7 -7 -8 8 10 -11 11 15 13 14 -16 16 17 18 19 20 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0019881991650924709 0.0018109291321443586 -0.0019944477995116278 -0.0020285523835858062 0.00052128456399317042 0.0011775134939400651 0.0012413798069747582 -0.0020146998821666613 -0.0017413911301861935 0.00070502222010589415 0.00043644308918611819 -0.001762084411036553 0.00021267790773475044 0.0012581248249936485 0.00016378751855107364 -0.0016072140032743693 0.0013310089206369237 -0.00080534723253747353 0.0009375054672794682 -0.0013346599038331071 -0.0011589856197337807 0.00053134159544478349 -0.0014767902541545645 -3.5025660270178055e-05 0.0017962060872129197 0.0016446064008520491 0.00020924907756097449 -0.0018428085668499719 -1.6710720073988379e-05 -0.0020670827594371699 9.7086073226521067e-06
leaf_weight=0.14780135022192442 0.048048287571872517 0.24425563655313443 0.20603212769492518 0.9513517688610591 0.49721975230204307 0.12153238592691196 0.33271822325241374 0.45362540743917534 1.118802084901289 0.24357826033519814 0.53455445493091192 0.73088924583680526 0.33043355554400466 0.86767979140495277 0.42966671498470532 0.49999755062162776 1.3602998520073004 1.3829795822457516 0.82214285374357032 0.62069363216869433 4.1457898281369117 0.74036185553268186 0.88826896841783309 0.50531513581518084 0.892430198960937 29.613767637338242 1.1073057608227825 2.0867170852579879 0.62829668509948522 2.1627900220410083
leaf_count=135 3 114 48 99 39 16 138 185 84 20 100 36 16 104 78 11 88 40 27 28 205 49 38 20 18 755 94 162 52 98
internal_value=7.27952e-05 -0.000453735 -0.000165402 0.000183838 8.81401e-05 -0.000860937 -0.00153195 9.71923e-05 8.68953e-05 -0.000980533 0.000101355 8.7941e-05 -0.000496988 -8.15372e-05 -0.000422748 0.000114188 9.45527e-05 8.12438e-05 0.00010799 8.17434e-05 0.000108896 0.000127516 -0.00069044 0.000859966 0.000160297 0.000118143 -0.000274149 2.68763e-05 -0.000491199 0.000487262
internal_weight=54.7153 1.54944 1.30519 1.09915 53.1659 0.502299 0.380767 52.6636 52.1664 0.697204 51.4692 50.3504 2.16233 1.62778 1.29735 48.188 46.9518 46.4518 45.0915 43.7086 42.8864 42.2657 1.62863 1.2362 40.6371 36.4913 6.87754 5.77023 2.71501 3.05522
internal_count=2900 396 282 234 2504 157 141 2347 2308 205 2103 2019 298 198 182 1721 1665 1654 1566 1526 1499 1471 87 56 1384 1179 424 330 214 116
is_linear=0
shrinkage=0.00196078


Tree=898
num_leaves=31
num_cat=0
split_feature=17 17 3 4 12 8 4 4 16 18 7 6 7 7 7 15 12 14 17 5 18 9 15 2 7 8 14 7 15 9
split_gain=0.0403192 0.167392 0.311562 0.155614 0.23529 0.173901 0.297729 0.174545 0.134871 0.132462 0.217653 0.209641 0.138839 0.339176 0.216516 0.200048 0.127158 0.389641 0.325222 0.393064 0.308003 0.263938 0.30658 0.251926 0.171747 0.383979 0.329082 0.197847 0.16706 0.151764
threshold=187.45953903175004 186.83097010915003 90.127870365150017 165.01827963435002 98.870599058600007 8.3434888241000014 143.35918460430003 144.53986173305 18.564956587050002 13.086509421050001 22.660992635700001 16.445384243750002 22.580174331950005 22.398098708400003 22.765858321950002 22.200736796650002 121.97235442175001 202.65261526855002 194.58701840130001 17.671168838450004 13.849588037450003 194.29350362915002 27.992471162000005 78.841504018200013 23.124786352450005 8.2435668022500028 272.25308883805008 23.147601011700004 26.744537432900007 195.97407267990005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -8 10 11 -2 13 15 -14 -11 18 -18 19 -16 -20 -22 28 -24 25 -19 -27 -26 -23 -29
right_child=9 2 -4 -5 -6 7 8 -9 -10 12 -12 -13 14 -15 16 -17 17 24 20 -21 21 22 23 -25 27 26 -28 29 -30 -31
leaf_value=0.056250178407125623 -0.044014144005351918 0.029762694395656066 -0.11068020026528896 -0.009133764753007206 0.087093674835843515 8.061578390690529e-05 -0.10768917954583899 0.07766426149050433 -0.018651480815910462 0.054508545597822068 0.08047285542560241 0.035963498857368513 -0.038607259736676676 0.068801471491733948 0.0029821205013246446 -0.066453784514776695 0.050832830932901786 0.04285672974336352 0.079064030812111316 -0.094920310599518221 0.057527836780855691 -0.031374097523998633 -0.10887226052014305 -0.013278957026073077 0.074386817050720699 -0.076496054407514669 0.0084423704162105446 -0.015291028387008668 0.058611183202764754 0.0073010147694590397
leaf_weight=0.31017628550762033 0.5183711158606481 0.26552931748665365 0.38991231769614387 7.268698428858329 0.42816226580180217 0.71329742387752026 0.33115061880744179 0.48862157309849863 0.34986813913565129 0.20292363673252356 0.5552188459332682 0.89125782608698501 1.449486908881229 0.91103145617671544 0.76349571169339714 0.41907009849091992 1.658416013931858 0.65523654001299592 0.48121328535489771 0.88594462641049176 0.48486046947073225 0.35841348403482687 0.53511295851785667 0.56866031372919679 0.39005423057824629 1.2507765305199425 0.71796794843794476 3.8026211328815434 0.48616604506969452 13.635904711450165
leaf_count=14 17 30 18 938 11 27 41 27 10 20 22 35 45 36 40 47 46 30 10 31 17 31 23 23 8 36 28 485 15 739
internal_value=0.000510213 -0.00484443 -0.0537847 -0.001601 0.0192871 0.00604917 -0.0249592 0.031621 -0.0619467 0.00229589 0.0274409 0.00655285 0.000629992 0.029936 -0.000967443 -0.0269902 0.00107787 0.00421465 -0.0141192 -0.0496031 0.00596321 -0.00849384 -0.0249238 -0.0596229 0.000434568 -0.0234517 -0.0455204 0.00395011 0.0204242 0.00237462
internal_weight=42.1676 10.5454 0.655442 9.88997 2.62128 2.19311 0.991195 1.20192 0.681019 31.6222 1.96485 1.40963 29.6574 1.53303 28.1243 0.621994 26.6748 22.111 4.56387 1.64944 2.91443 2.43321 1.94835 1.10377 20.4526 2.62398 1.96874 17.8286 0.84458 17.4385
internal_count=2900 1116 48 1068 130 119 65 54 51 1784 74 52 1710 103 1607 67 1562 1372 190 71 119 109 92 46 1326 94 64 1232 46 1224
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=6 6 0 0 9 7 18 16 9 0 17 9 2 3 5 2 18 6 7 0 5 5 2 19 9 9 9 17 10 9
split_gain=0.161992 0.520328 0.261983 0.399739 0.349645 0.608782 0.401014 0.364 0.340338 0.47808 0.492369 0.432149 0.395635 0.298728 0.311296 0.288567 0.269402 0.486017 0.259245 0.244472 0.44641 0.426529 0.36798 0.213662 0.204641 0.353613 0.290798 0.324177 0.312351 0.270301
threshold=13.665319288000001 13.775321858200002 94.047642319350018 87.181320254150009 188.53841931785004 23.031046061850002 13.482409244300003 22.654947022900004 206.08249486475003 94.964406541850011 192.15389660515004 213.24207352880003 159.92742394165003 92.751805500450018 20.361635946650004 317.41815758785003 14.117867417450002 16.265380038000004 24.785467646950003 86.530713386650021 21.788492303450003 21.446355970350002 90.278415124550008 14.251149826300002 186.67271206880002 181.61255275325001 66.290220196950017 190.74753769255003 61.885617704800005 193.60452210450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 13 -5 -6 -7 16 9 10 -4 -10 -13 -3 -15 19 17 23 -11 21 -21 22 -16 -8 25 26 -23 28 -28 -26
right_child=1 2 8 4 5 6 7 -9 11 18 -12 12 -14 14 15 -17 -18 -19 -20 20 -22 24 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-0.00013429861130858406 0.0013746485277203234 -0.0010313180465904446 0.00053387919486345959 0.0013577655165867425 -0.00072834921191071683 0.0014936163590605611 -0.0012789045167052519 0.0014905465536108507 -0.001641008354195804 -6.5202318279152468e-05 -0.002066101275364972 0.00094690487564812122 -0.0013928104676226079 0.0011766080674323709 -0.00018646367332410634 -0.0015333010564062962 0.00049767028389736414 0.00070030984009547071 0.0010317598534069713 0.0013706286875794129 -0.00021768897683844873 0.00094387492960952676 -0.0016210436739819373 -0.00014354594372191403 -0.00061267158170576588 0.0013381129496970552 -0.00015326976177370259 0.0017453869878408363 -0.002110597880154112 0.00012484741502414976
leaf_weight=11.612206179186613 1.2463553447742004 1.0641577537026048 0.46794522582786047 1.3235841057321511 1.9028591330279585 1.2988128541037429 1.2103917347267237 0.96899963077157814 1.2708999736678381 1.8100823147833582 0.69735230936203152 0.69722765980986856 0.46196507158310851 0.87775902494468283 1.7304109460674326 0.47093260250767244 6.0189618231670465 1.586999502032995 1.5271082802210001 1.3403832265175872 1.3815534655004738 0.91205204298603337 1.1405408693535717 1.3458507405593989 2.622827586690617 1.2074910393421303 0.98855610312966724 0.22719575835435524 0.45899378624926612 7.0353986474983685
leaf_count=1334 34 26 13 30 33 16 22 25 82 56 51 24 40 18 35 48 156 25 34 19 21 36 31 24 97 35 206 8 71 250
internal_value=7.23155e-05 0.000125286 8.99347e-05 0.00015529 0.000393519 0.000304475 0.000462586 0.000342283 -0.000259956 5.92146e-05 -0.00102203 -0.000851317 1.44743e-05 -1.85279e-05 3.43192e-05 -1.70559e-05 0.000232792 -0.000152001 0.000436771 2.0436e-05 0.000564458 -7.02796e-05 -0.000756378 -0.000681143 7.61433e-05 0.000461984 5.30156e-05 -0.000432139 -0.000773906 -7.54363e-05
internal_weight=56.9059 45.2936 44.0473 37.1147 15.6565 14.3329 12.43 11.1312 6.93258 4.50249 1.1653 2.43009 1.15919 21.4583 20.3941 19.5163 10.1622 4.14324 3.33719 19.0454 2.72194 16.3235 2.87095 2.55624 13.4525 3.79429 2.5868 1.67475 1.44755 9.65823
internal_count=2900 1566 1532 1232 331 301 268 252 300 154 64 146 64 901 875 857 227 71 90 809 40 769 66 46 703 356 321 285 277 347
is_linear=0
shrinkage=0.00196078


Tree=900
num_leaves=31
num_cat=0
split_feature=5 10 17 19 4 17 2 12 2 17 17 8 17 17 8 12 8 16 3 19 0 7 0 18 0 4 17 18 4 7
split_gain=0.0425321 0.154761 0.222633 0.142104 0.0885554 0.0810003 0.165729 0.135447 0.124528 0.101583 0.314682 0.149956 0.14288 0.364551 0.181292 0.16236 0.138032 0.1308 0.133757 0.130536 0.125348 0.240897 0.302711 0.193073 0.307892 0.304198 0.320573 0.345036 0.292832 0.213737
threshold=30.133297129900004 60.474177186300004 168.75790693355003 13.351077205700003 122.51844363470001 168.75790693355003 234.61110956795002 66.834523482800009 240.40082529430001 176.11179263395005 179.88087463185005 7.4441906275000003 182.28951942140003 183.23782055230001 8.4434108459500017 78.909246879600019 8.8430989333000021 22.714946882600003 94.147115270150024 12.951044929850001 85.678472159250006 22.477322886550002 85.447264760050004 13.278511569200001 86.597924839850023 248.34582299520005 188.84204146815003 13.030213775350001 299.42191931745009 23.195026784100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 -3 -7 -8 19 11 -11 14 -14 -12 -15 17 20 -19 -9 21 -17 -23 24 25 26 27 -22 -27 -25
right_child=3 5 -4 -5 -6 7 8 9 -10 10 12 -13 13 15 -16 16 -18 18 -20 -21 23 22 -24 29 -26 28 -28 -29 -30 -31
leaf_value=-0.061521237685738785 -0.054454046140570846 -0.065764437538369039 -0.10213009482616059 0.041222841861308285 0.041561193945456404 0.055966744207046497 0.10122590610787925 0.01075040073425397 -0.035659364466440267 -0.0067566149360470534 -0.0045877768758025381 -0.10112462737210909 -0.072668339520044756 -0.076289664220383413 0.075130031111744836 -0.090292496293680011 -0.03127345574311171 0.068327076158221298 0.0039927859389535967 0.082892245540861387 0.029940776463113536 0.083033885444428579 -0.041810137227223966 -0.021111037420399766 0.069956635256956293 -0.10822425618929804 0.055764465639880724 -0.048404230965060323 0.015690445816321726 0.003609718120553516
leaf_weight=0.12368043093010683 0.19561567100026778 0.49349692459645567 0.35658131553395833 0.75201228676451137 0.25549989786782135 0.45131529960781236 0.13174601679202169 1.120635109806243 0.1341111877682124 0.26961481183752667 0.56069485873740521 0.44850137695539161 0.67668022569341602 0.26669949293136497 0.58076886781782378 0.42437689531743561 1.201232376788538 0.61220735998358466 0.68450119532644749 0.32314098304777861 1.3316056770272586 0.29883530904498912 0.55478843222408614 4.1908028500329264 1.0118497987277804 0.39633014218270535 1.5429041601601055 0.97280406858772028 0.36758966679190053 21.140776921434735
leaf_count=5 58 197 108 63 78 14 4 111 43 50 53 29 47 16 13 29 67 20 21 20 31 27 49 193 28 23 32 22 21 1428
internal_value=0.000528143 4.3155e-05 -0.0454057 0.0214726 0.00793793 0.000875232 -0.0314751 0.00149827 0.0321744 0.00086758 -0.000133673 -0.0656944 0.00114514 3.07835e-05 0.0359721 0.00143644 0.0020333 0.00322656 0.0343666 0.0268969 0.00197381 -0.028717 0.00189507 0.00324092 0.0200035 0.00904222 0.0204872 -0.00313248 -0.0485979 -0.000480031
internal_weight=41.8714 40.9238 0.735762 0.947628 0.37918 40.188 0.759354 39.4287 0.265857 38.9773 37.5336 0.718116 36.8154 35.674 1.14146 34.9973 34.7306 33.5294 1.29671 1.44378 32.2327 1.278 0.853624 30.9547 5.62308 4.61123 3.84731 2.30441 0.76392 25.3316
internal_count=2900 2779 191 121 83 2588 244 2344 47 2330 2199 79 2120 2054 66 2007 1991 1924 41 131 1883 105 76 1778 157 129 85 53 44 1621
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=15 13 7 19 13 14 16 15 17 5 3 17 12 19 9 0 18 16 9 2 7 7 9 17 17 3 15 5 5 17
split_gain=0.0433877 0.132721 0.101551 0.0511098 0.140173 0.0494472 0.110877 0.0928474 0.0748481 0.164228 0.269075 0.18598 0.154328 0.145354 0.108087 0.106651 0.197322 0.170917 0.232783 0.0802697 0.0831994 0.271068 0.254891 0.228886 0.273275 0.338871 0.226967 0.220519 0.25291 0.18132
threshold=46.574831689400007 117.61735474900001 23.539316666200005 14.651182102100002 117.62273166525001 462.66931228825007 22.514947350300002 15.735822416950002 206.41783130310003 21.850554661550003 82.979260196300018 212.33270692945004 327.98456567570003 14.251149826300002 62.308883479750001 98.615332683000005 17.166139419800004 17.654958715000003 210.97856947250003 297.58713971970008 24.639960683050003 24.373474566200006 208.96517297070002 201.37020668845003 198.29010168345002 89.579424906550017 29.198705243000003 21.746930049350002 20.102686929350003 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=3 -2 -3 5 -5 8 7 -7 12 10 15 -12 19 14 -14 -10 -17 18 -18 20 21 23 26 24 -1 -26 -23 28 -25 -22
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 16 17 -19 -20 -21 29 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.00042376808207910679 -0.079011435858512238 -0.051799180280775584 0.034256744335734078 0.042647432304627086 -0.016493855937521066 0.037686814273033532 0.10109029246071542 -0.10102548144393064 0.035708004535930718 0.074215512279452292 -0.094485370806230609 -0.0034016424398855142 -0.062584484419037564 -0.10643957528457998 0.040233030541646508 -0.086382916589688774 0.026567238045887082 0.098972592750761632 -0.10136423229595158 0.04369126819117386 -0.055369216280654159 -0.018432208830440458 0.026356919699036609 -0.057761314980274529 0.087264467877149851 0.008068091825648287 -0.10605026902972643 -0.088444824679921763 0.038328548988324447 0.015068173337557981
leaf_weight=21.847312205141986 0.27557084452928293 0.20902546451907256 0.39865938085131347 0.96875027986243256 0.6835187996039167 0.14037382609910665 0.154923758469522 0.073531941430701409 0.60910031769890327 0.1905366526916622 0.65364212451822812 0.34118910437973682 0.19960608608198427 0.25215709494659677 0.20961587851934382 0.29555801609239984 0.44659012037845969 0.16765564470551908 0.20869866589237063 0.45670781740045541 0.38672743981965041 0.56173248376580776 0.41688913642428804 0.54491166214574949 0.83905042649712358 1.5173394291196016 0.62414717218780424 0.52180886007226934 0.55076758947689086 6.6456668250766597
leaf_count=1126 76 38 18 26 28 43 6 32 39 18 50 36 56 14 51 87 119 9 76 50 160 40 18 32 27 30 34 15 17 529
internal_value=0.000478118 -0.0214477 0.00465607 0.000956194 0.0181816 0.000223725 0.0366644 -0.00999673 -0.00012549 -0.0155365 -0.0218181 -0.0632471 0.00113642 -0.0467179 -0.00991824 0.00203866 -0.0162966 0.00887472 -0.0141768 0.00204296 0.00149092 -0.000997431 -0.0409024 0.00147954 0.00391343 0.0362679 -0.064547 -0.0349406 -0.0094596 0.0111947
internal_weight=41.3918 0.883256 0.607685 40.5085 1.65227 38.8562 0.36883 0.213906 38.4874 2.91297 2.72243 0.994831 35.5744 0.661379 0.409222 1.7276 1.1185 0.822944 0.655289 34.9131 34.4564 27.424 1.60277 25.8212 24.2037 2.35639 1.18588 1.61749 1.09568 7.03239
internal_count=2900 132 56 2768 54 2714 81 75 2633 434 416 86 2199 121 107 330 291 204 195 2078 2028 1339 92 1247 1183 57 74 64 49 689
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=5 5 17 18 15 18 0 2 5 6 17 14 9 3 6 6 18 6 19 7 5 13 0 7 10 5 2 5 17 16
split_gain=0.101729 0.241899 0.181875 0.328878 0.296008 0.198872 0.165017 0.233831 0.163666 0.287553 0.475812 0.310976 0.171206 0.144395 0.130511 0.130012 0.525189 1.04958 0.398475 0.336885 0.273235 0.320938 0.660996 0.655202 0.577452 0.47999 0.370488 0.507716 0.318161 0.478381
threshold=23.953129400350004 25.763052016400003 199.01194954300004 13.465147564100002 45.824117984750011 13.278511569200001 86.780739992750014 317.41815758785003 22.963361893800002 16.015374196650004 192.70224472390001 211.52473808970004 70.238863950400017 108.48197402175002 16.475384944750001 16.455384477450004 13.316069313700003 16.565387047600002 14.351157895250003 22.398098708400003 22.852794041600003 112.82921081865001 92.031298721500022 20.778835947700006 66.318885161900013 20.950952025950006 189.76529655395004 21.005083245250002 195.44378352670003 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=8 2 3 4 -2 -6 7 13 15 12 11 -11 -10 14 -3 20 18 -18 -17 -20 21 22 23 -1 26 -24 28 -28 29 -23
right_child=1 6 -4 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 24 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00080755320341911762 -0.0020248607412987223 0.0012399026247942836 0.00021288746915663711 -0.0021034146610283168 -0.0009175090996447684 0.0011895912809174896 0.0014090649143061425 -0.0020204740819500149 0.00056883230544205329 0.0011373353752492921 0.0013370826116234479 -0.00053159353601246577 -0.0015203706549471964 -0.0012560465617358423 7.8362399326663214e-05 -0.00050880675753429267 -0.0017175021654872754 0.00043858225144213645 -0.00016492666276737158 0.00099998445998817926 -0.0015464576823411263 0.00076585278577828166 0.00011270453214799673 -0.0021114602351551882 0.0014482172130157217 -0.0020521114150571277 -0.00041926226846803009 0.0011530301657033284 -0.00072635668205717327 -0.00026182722409221225
leaf_weight=0.41117170004145265 0.27878083071118387 0.48075120064823007 0.64541511771858484 0.64766598836285993 0.28518976638042659 0.43471468117786571 0.36781311884988088 0.2019395359225199 0.23707959486637165 0.6184846095288784 1.9475615257106254 1.402937682403717 0.41440952102129813 0.24240375171575568 1.6427186962609992 2.0071330433711392 1.9292362259002405 1.5781008821941211 1.5352915774565188 2.5228664921596646 0.37780194033984926 3.0831112479791027 20.690092750338412 1.0521641549621561 1.6517143948003639 0.4014161943232456 1.0921274175634601 2.8506150329485536 1.8572964761406181 4.0019565136171877
leaf_count=29 60 39 26 38 47 16 14 36 17 25 35 36 30 119 144 40 54 37 31 39 13 40 1579 93 32 61 27 54 24 65
internal_value=6.87259e-05 -0.000191937 -0.000669324 -0.00101517 -0.000309431 0.000354865 0.000180745 4.80099e-06 9.51007e-05 0.000447245 0.000645425 -2.09596e-05 -0.000760101 0.000177669 0.000341334 6.05131e-05 -0.000143426 -0.000747388 0.000205823 0.000559273 0.000112615 0.000129514 -1.69118e-05 -0.00129127 0.000356703 7.15035e-05 0.000216784 0.00071751 -3.98905e-06 0.000185374
internal_weight=56.89 5.22739 2.29177 1.64635 0.998685 0.719904 2.93563 2.56781 51.6626 4.62047 3.96898 2.02142 0.651489 2.36587 2.12347 47.0421 9.57263 3.50734 6.06529 4.05816 37.4695 37.0917 22.5548 1.46334 14.5368 21.0915 12.8851 3.94274 8.94236 7.08507
internal_count=2900 539 187 161 123 63 352 338 2361 143 96 61 47 302 183 2218 201 91 110 70 2017 2004 1762 122 242 1640 210 81 129 105
is_linear=0
shrinkage=0.00196078


Tree=903
num_leaves=31
num_cat=0
split_feature=19 9 13 5 7 8 5 5 10 9 6 17 10 16 6 9 6 19 13 10 19 15 2 9 9 0 7 9 6 2
split_gain=0.0938572 0.412301 0.637694 0.454532 0.381967 0.39967 0.357568 0.519305 0.424268 0.547889 0.249587 0.460504 0.278919 0.582717 0.249972 0.242074 0.232812 0.328059 0.428079 0.227961 0.269129 0.384171 0.615752 0.45451 0.470791 0.401515 0.340209 0.543168 0.253885 0.24353
threshold=14.451165964200003 188.53841931785004 114.65467388920001 19.812684199800003 22.786890330450003 9.3427090425500019 22.782602051550004 24.375372008600007 62.399113207700005 196.57165974130001 16.435384010100005 199.55131508320002 62.025417527550012 22.554947256700004 16.495385412050002 197.58039077460003 16.285380505300001 14.251149826300002 117.47217800995001 61.960894532450006 14.251149826300002 31.385732506450001 119.40000354470001 204.88165762580005 212.35308743945004 92.031298721500022 23.903127120600004 205.07255049940002 14.925348728400001 183.32965447860002
decision_type=2 2 2 2 2 2 2 2 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 -5 8 -8 9 -6 16 12 -12 15 -15 -14 19 -18 -19 -1 21 -21 25 29 -25 -23 -22 -28 -26 -24
right_child=1 2 3 4 6 -7 7 -9 -10 -11 11 -13 13 14 -16 -17 17 18 -20 20 26 22 23 24 28 -27 27 -29 -30 -31
leaf_value=-0.0012116717433236928 0.0009167871809825309 -0.0017644317826148663 0.0016930403494849445 -0.0012260303182370553 0.00033384900342379331 0.00036628848336722991 0.0013239608380531029 -0.00065793399451865978 0.00078630886257802495 -0.0014385169930376672 6.4449520229971846e-05 -0.0022135162126930368 0.0014816850590894739 -0.002019731896391725 -0.00067752999897778164 -0.00027040490151609005 0.0012239781095228542 -0.0007373558737057515 0.00066108066068498684 0.00010020871340458402 0.0011718866867546837 -0.0022974705524912787 0.0011230166299798171 -0.0019879593271382662 -0.0008861247861101523 -0.00050070423736057036 -0.0013861685150867412 0.00084272600904596127 0.0014911608662370435 -0.00035212609758983955
leaf_weight=0.56755652285937941 2.4684761186799724 0.71235687861917441 0.68845655303448339 1.555074782139853 1.359458886086941 0.99304919037967909 2.0552364146860786 0.67532154594300653 1.4157881806604562 1.3233180488459764 6.6041203473878305 0.44342518274788822 0.51125378718279557 0.90778300820966285 1.29380515671437 0.74491761928948108 1.5553922323597351 1.3303463266347537 2.2906920389650622 18.936586377758438 1.7248630067915649 0.942611789330839 1.27910982928006 0.69299900517216861 0.34635338893713197 0.97045343625359237 0.70421340130269516 1.0428346089174736 0.34451812018232886 0.64837708718550846
leaf_count=43 55 22 10 45 22 32 44 40 29 31 375 18 20 27 30 45 43 21 45 1608 35 13 29 47 36 35 13 35 8 44
internal_value=4.92945e-05 0.000193948 2.83979e-05 0.000155278 4.23786e-05 -0.000605475 0.00028411 0.000833799 -8.21055e-05 -0.000540396 5.62854e-06 -0.000257953 -0.000171772 -0.000622942 -0.00123096 0.000442685 8.85903e-05 0.000470819 0.000147304 1.84292e-05 4.36944e-05 -2.96596e-05 -0.000500384 1.12694e-05 -0.000846058 -0.00138601 0.000554164 -5.57138e-05 0.00029936 0.000626801
internal_weight=57.1287 13.2465 10.7781 10.0657 9.37725 2.54812 6.82912 2.73056 4.09857 2.68278 43.8822 10.5053 10.0619 3.45776 2.20159 1.25617 33.3769 5.17643 3.62104 28.2005 27.6329 24.161 5.22442 3.31136 1.38387 1.91307 3.47191 1.74705 0.690872 1.92749
internal_count=2900 330 275 253 243 77 166 84 82 53 2570 515 497 122 57 65 2055 109 66 1946 1903 1820 212 164 91 48 83 48 44 73
is_linear=0
shrinkage=0.00196078


Tree=904
num_leaves=31
num_cat=0
split_feature=6 0 6 3 3 6 2 10 15 0 18 18 17 7 5 15 5 5 15 17 3 15 16 5 6 2 13 2 5 13
split_gain=0.161903 0.316538 0.27315 0.269929 0.317651 0.309896 0.410139 0.452169 0.471998 0.311586 0.380744 0.381228 0.369818 0.514735 0.306956 0.256915 0.324244 0.426679 0.809131 0.459109 0.344759 0.309168 0.231935 0.225352 0.213907 0.211779 0.312375 0.203161 0.175699 0.156071
threshold=14.815346158200002 87.181320254150009 16.355382140900002 92.751805500450018 92.837836160650014 16.375382608200002 199.66651340635002 61.944763783650011 45.169600924000008 86.530713386650021 13.668531103750002 13.512826932300003 195.24502669890003 22.969987962250006 23.881206071300003 39.283112803100003 20.950952025950006 20.102686929350003 31.385732506450001 201.96296776225003 88.727183679150016 37.80636766060001 22.634947069650003 20.206488238950005 14.785345457250001 219.74617996645003 117.38883580790001 112.15964652650003 24.437854605800002 117.61735474900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 25 -4 -5 -6 9 14 -9 10 11 12 13 23 -8 16 17 18 19 27 -21 -18 -15 -7 -1 26 -2 -3 -10 -25
right_child=1 15 3 4 5 6 7 8 28 -11 -12 -13 -14 22 -16 -17 21 -19 -20 20 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-1.7865462649148639e-05 -0.00014090754221767412 0.0011545814229890312 -0.0010702940197118162 0.0015873950761233497 -0.001573515649287623 0.0013115789198496197 0.0015470289868302692 -0.001860952370212584 0.0010374730190109698 0.0012265272050075344 0.0016475569245393811 -0.0012353929716160401 0.0013934944282235464 -0.0016599990241544238 -0.00028564652388845347 0.00089127702975213435 -0.001015563519906431 0.0012489336116027672 -0.00083884190426486828 -0.0015351039065030032 0.00074296364382239689 0.00032863175777259588 -0.00012296792475878577 0.00045755682502550345 -0.0013569258409576303 0.00039310055824544544 -0.0022451014810364748 0.00020619298980320268 -0.0010182340586800281 -9.1783071232606902e-05
leaf_weight=18.479835963039481 0.51676658976976131 3.1502632605843228 0.75526788283605384 0.55440868111327546 0.42523120809346693 0.7347723692655509 0.5041204616427416 1.2135694887001589 0.39133103913627554 1.2048955801874388 0.64689668643404807 0.76566080638440404 0.90899308305233795 0.83251635490160036 1.1596165620835561 3.1063242709496981 1.3276807492075016 1.9374012424377722 2.0319247175648343 0.59417191788088508 0.44798479788005352 1.3039491972886024 0.69052565192396287 3.8887032515990541 0.47032632556510989 0.42056233080256777 0.57091431922162883 1.1989143178798256 0.27022905199919478 4.0689202267385554
leaf_count=1676 48 57 22 9 9 12 8 40 14 18 15 20 14 19 90 73 30 39 39 34 10 23 28 235 16 29 26 24 55 168
internal_value=9.53286e-05 0.000173224 1.46915e-05 7.83975e-05 0.000125909 8.01466e-05 0.000120839 -0.00047442 -0.00113462 0.000274132 0.0001826 0.000102897 0.000195007 8.83631e-05 0.000269663 0.000388722 0.000258546 0.000429498 0.000215633 0.000613051 -0.000555847 -0.000349527 -0.000963131 0.000272601 -5.10998e-05 -0.000788503 -0.00124538 0.000893144 0.000197773 0.000176666
internal_weight=54.5727 35.6225 20.5239 19.0157 18.2604 17.706 17.2808 3.53887 1.87513 13.7419 12.537 11.8901 11.1244 10.2154 1.66374 15.0986 11.9923 9.36066 7.42326 5.39133 1.04216 2.63163 1.52304 8.6924 18.9502 1.50824 1.08768 4.34918 0.66156 7.95762
internal_count=2900 1208 879 776 754 745 736 207 109 529 511 496 476 462 98 329 256 203 164 125 44 53 47 415 1692 103 74 81 69 403
is_linear=0
shrinkage=0.00196078


Tree=905
num_leaves=31
num_cat=0
split_feature=6 0 6 5 16 7 15 17 6 13 6 17 16 13 6 16 0 8 7 10 6 3 5 17 10 6 9 3 3 5
split_gain=0.0401988 0.195095 0.33064 0.322556 0.150712 0.168098 0.149797 0.154195 0.148018 0.169802 0.252026 0.157661 0.155913 0.229944 0.306213 0.176715 0.139587 0.325127 0.320797 0.433961 0.344011 0.304531 0.372306 0.279506 0.247712 0.195345 0.327863 0.242655 0.250941 0.211028
threshold=14.815346158200002 93.262612545250008 15.025351064900002 18.152162791050003 18.564956587050002 19.152455927400002 38.469938489650012 206.02826764000002 14.785345457250001 109.51703040195001 14.515339148550002 186.67336014325002 18.714956236300004 105.42250866925001 14.355335410100002 18.984955604900005 87.181320254150009 8.1436447804000007 23.031046061850002 66.697957758300021 15.785368822600002 89.227236891450005 21.269675393700002 193.27174326030004 62.197478847950002 16.355382140900002 194.04304600165003 92.751805500450018 92.837836160650014 20.206488238950005
decision_type=2 2 2 2 2 2 2 2 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 -4 8 -8 9 10 12 -12 13 -1 -15 -14 25 -18 20 21 -19 -20 -23 -21 -24 26 -6 -27 -29 -30
right_child=1 3 4 -5 16 -7 7 -9 -10 -11 11 -13 15 14 -16 -17 17 18 19 23 -22 22 24 -25 -26 27 -28 28 29 -31
leaf_value=0.0011090069969100951 -0.07048533583722702 0.076087268771953945 0.0079227633044084804 0.0013234081843545072 -0.11121066103496025 -0.1128937966496137 -0.10765725530878137 0.002572632892604117 -0.065629822921974043 0.043583139381635112 0.0059333693126306713 -0.10272175630651011 0.068528244787572606 -0.10277034620947799 0.011372202815184796 -0.008218968368165146 0.070956374893765842 -0.070145103441816112 0.071786331283546084 0.017560604696284253 0.013316223538825184 -0.017199878821617897 0.0036927636733501005 -0.10424815893174758 0.074062273493610539 -0.060835302675432794 0.0074206660557256405 0.07778794076927717 0.062125449977045083 -0.0019006071381308821
leaf_weight=8.9519629924957265 0.64549959055785322 0.93028855451848302 0.2223895765567957 1.5197976855997692 0.42894296015402034 0.2388453312476031 0.27618425386208478 0.23478280127164908 0.35336397289938837 0.8343446302169476 0.20092147832474516 0.39822786887816619 0.66946183471009024 0.51519223264767866 0.43220797047251835 0.54365644417703152 0.87649856647476365 0.98126183450221993 1.2496006335131822 0.33104296121746291 0.99425113433972001 1.8685356304049494 0.86282045627012882 0.43712675815913826 1.1904017459601162 0.62342851504217733 0.5099038167973049 0.43384881876408954 0.53535721637308498 13.396299325082508
leaf_count=1369 26 34 91 50 20 124 36 20 13 26 27 56 25 62 26 32 22 18 35 10 22 41 22 30 22 22 27 9 12 571
internal_value=0.000604268 0.00274281 0.000184378 0.029711 0.00199599 -0.0546407 -0.00390494 -0.057008 -0.00180142 -3.66292e-06 -0.00310882 -0.0662849 0.000297432 -0.00384909 -0.050698 0.0341341 0.00305276 0.0131674 0.00676791 0.0183785 -0.0281401 0.0287962 0.0150982 -0.0517546 0.0444911 -0.00253012 -0.0467799 0.000241508 0.0028921 0.000559747
internal_weight=41.6864 28.2761 25.8261 2.45009 25.1806 0.461235 13.4103 0.510967 12.8993 12.546 11.7116 0.599149 11.1125 9.89936 0.9474 1.21312 24.7193 8.79154 7.91504 5.93953 1.97551 5.17136 3.92176 0.76817 2.05322 15.9278 0.938847 14.9889 14.3655 13.9317
internal_count=2900 1208 1124 84 1098 215 1692 56 1636 1623 1597 83 1514 1457 88 57 883 222 200 160 40 120 85 40 44 661 47 614 592 583
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=19 18 17 5 5 5 17 7 7 6 18 6 5 8 9 6 16 0 7 5 16 2 17 2 5 6 0 6 15 13
split_gain=0.0946087 0.118572 0.343795 0.0980188 0.246691 0.204 0.352745 0.372436 0.343055 0.177751 0.337814 0.630002 0.294283 0.242965 0.242144 0.273664 0.241727 0.617255 0.630831 0.431242 0.376297 0.367292 0.502802 0.444245 0.529907 0.394044 0.430316 0.419667 0.324481 0.283514
threshold=14.651182102100002 13.622618370000001 197.32790877840003 23.803605515150004 25.763052016400003 22.963361893800002 192.70224472390001 22.765858321950002 22.446731871300006 16.455384477450004 13.278511569200001 16.565387047600002 22.852794041600003 8.3434888241000014 195.51131808980003 16.515385879350003 20.394952307700002 92.031298721500022 20.778835947700006 20.950952025950006 20.674951653000004 189.76529655395004 192.34053301495001 218.28588289425002 21.623222698850004 16.375382608200002 86.280686780500005 15.925372093750001 36.869704283850005 109.57886493895002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 9 7 8 -7 12 14 13 16 -12 15 -11 17 18 -1 29 -18 22 25 -23 -25 27 -27 -22 -24 -19
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 11 -13 -14 -15 -16 -17 20 19 -20 -21 21 23 28 24 -26 26 -28 -29 -30 -31
leaf_value=0.00073657333730676978 0.00094611637757638432 0.0010659951877316977 -0.0010075457117154137 -0.00073462941991937476 0.00018335154622529365 -0.00024614546243478477 0.0010975846221512539 -0.0013129470689027898 0.0018153494624277566 -0.00084488152901087874 -0.0006530746524161309 0.00022988149747043209 -0.001594549952591693 -0.0021707818545107036 0.00077981531900004892 0.00025278207798402067 0.0012893655275636961 -3.1233532500114596e-06 -0.0022009431753351833 -0.0020450526390094199 0.00051105294529531979 0.0014832224431507962 4.273367986772648e-05 -0.00090241908798602158 0.0011770386875100218 0.00013855110094483322 0.0017462052843434091 -0.0010493919063327593 -0.0012346832384641415 0.00064635799433219088
leaf_weight=0.40173660861910565 0.80984714953228765 0.7721291601192205 0.60502886475296691 2.1064924183697249 2.4168006295640225 0.85645172541262515 1.8826690462155964 0.64385411252442271 0.48673502868041396 1.4699966106563791 0.67898185097146813 1.3720102211227638 0.39941381329845072 1.006960852188058 1.3513489393517373 2.1511296285316348 1.3485116611700494 17.29950768203981 0.93575081174640218 0.36896994428025109 1.48651712364517 1.6167191835120314 1.3977368280757221 0.99410492938477524 0.89562705345451832 1.3700011763721707 1.2015210911631582 1.1955465571954844 1.6875196227338163 3.0378080387599757
leaf_count=29 27 19 15 197 338 45 39 19 11 26 19 32 13 32 29 42 33 1519 84 61 23 24 30 36 22 27 16 20 24 49
internal_value=4.84483e-05 0.000447965 0.000110692 3.1665e-05 -0.000244151 5.79097e-05 0.000489397 -8.68447e-05 0.000500885 1.96723e-05 -0.000243863 -0.000756689 7.90572e-05 -0.00155955 7.1513e-05 -0.000192815 9.80273e-05 -2.76137e-05 -0.00131861 5.57761e-05 0.000307944 0.000196216 -2.76791e-05 0.000728669 8.31274e-05 0.000341293 0.000889713 -0.000184525 -0.000655965 9.38904e-05
internal_weight=54.2474 2.18701 1.41488 52.0604 4.52329 47.5371 3.86971 1.98704 1.34319 43.6674 8.03043 3.05795 35.637 1.68594 4.97248 3.62113 35.2376 22.0438 1.33749 20.7063 13.1938 11.8453 8.33884 3.50645 1.88973 5.25359 2.57152 2.68206 3.08526 20.3373
internal_count=2900 61 42 2839 535 2304 114 75 56 2190 180 83 2010 51 97 68 1997 1742 113 1629 255 222 140 82 58 86 43 43 54 1568
is_linear=0
shrinkage=0.00196078


Tree=907
num_leaves=31
num_cat=0
split_feature=13 10 8 6 6 6 3 0 9 7 18 16 15 15 3 16 9 10 18 3 18 6 5 7 7 7 18 17 15 18
split_gain=0.128811 0.241625 0.209523 0.379166 0.179015 0.467159 0.263522 0.334153 0.401641 0.505877 0.307161 0.319513 0.279463 0.445378 0.40811 0.398207 0.357031 0.405786 0.273722 0.263311 0.25323 0.353449 0.533127 0.33703 0.291525 0.259764 0.228756 0.607944 0.440651 0.697824
threshold=98.238948544700023 80.288113607700012 7.1444245619500011 13.200308423050002 13.665319288000001 13.775321858200002 85.622014538550019 87.181320254150009 188.53841931785004 22.940014114900002 13.482409244300003 22.654947022900004 29.049007317550004 28.129673635100001 84.807411725000023 19.134955254150004 205.88909726980003 76.919475570250015 15.150044688000003 82.753429713350016 14.371157440600003 15.925372093750001 18.483418961650003 23.764169255700004 24.976928324600003 25.396105459650006 13.3584252364 191.89151741935004 36.508287084250007 13.400856420150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 -6 12 26 -9 -10 -11 20 13 16 15 19 18 -18 -7 -14 21 22 -12 -23 -22 -26 27 -8 -28 -30
right_child=1 -3 3 -5 5 6 7 8 9 10 11 -13 14 -15 -16 -17 17 -19 -20 -21 24 23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-3.0236316433658512e-05 -0.0002690795728868265 0.0010756214743697799 -0.0020136202783540497 0.00071207579545543964 0.0013794286798475917 -0.00036808264253292361 -6.579682177506623e-07 0.0014238181277426527 -0.00078011486069271506 0.0013095946256047697 0.00039745046369737226 0.0014225050609213633 0.00087678905505342167 0.0012307916151089813 -0.0020873925519944029 0.0017595053543673941 -0.0019780931277849812 0.0003037979226738263 0.0010516404993333903 -0.0015069684693664648 0.0011386311427345728 0.0010060097921751872 -0.0012264815301536529 -0.00017353030035954011 -0.00097185090917536457 0.00082814861350001664 -0.0015913881408539448 0.0011443746592888372 -0.0018864096960748632 0.00011646474325313011
leaf_weight=3.7403057302881271 4.8168180521461172 0.97581588150933285 0.58195164363860374 0.29602730050828541 1.1193315563723434 1.4159610003698615 13.766045625090557 1.3079920737072814 1.5200091046863224 1.3279515299946059 1.4267285070382025 0.91168408188968975 0.24493765289662384 0.89586201962083567 0.7040183955868996 0.29772406257688999 0.81531175662530564 0.4736944125033915 0.82708306936547149 0.65345194002293283 1.9517670501954856 1.8315746728330853 1.707358863786794 1.8948126519098876 0.62159612838877343 0.61145893158391118 0.85441205922143026 2.0479539696825659 0.74955040903296311 6.2082806935941335
leaf_count=713 387 44 198 17 34 40 627 22 26 18 25 25 11 17 73 4 48 19 19 70 58 30 35 37 21 20 49 46 23 144
internal_value=8.12398e-05 0.000109122 -0.000232582 -0.0010946 9.0631e-05 0.000128145 9.70673e-05 0.000157667 0.00038536 0.000286968 0.000418998 0.00031106 -0.000273911 -3.98209e-06 -0.000902931 -0.000205771 -0.000317168 -0.00113953 0.000155415 -0.000857059 0.000210189 -1.92633e-06 -0.00048722 0.000406231 0.000667109 -7.92502e-05 1.20186e-05 0.000147627 -0.000262487 -9.93001e-05
internal_weight=56.5975 51.9792 4.61828 0.877979 51.0034 46.1866 45.0672 38.7392 15.1129 13.8049 12.2849 10.957 6.32804 4.42791 1.90013 1.19611 3.53205 1.28901 2.24304 0.89839 10.0453 6.86047 3.13409 3.72639 3.18482 1.23306 23.6262 15.814 7.81224 6.95783
internal_count=2900 1972 928 215 1928 1541 1507 1206 317 295 269 251 301 143 158 85 126 67 59 81 226 127 60 67 99 41 889 673 216 167
is_linear=0
shrinkage=0.00196078


Tree=908
num_leaves=31
num_cat=0
split_feature=16 19 10 17 13 7 7 13 6 5 10 8 10 3 18 16 10 6 6 9 17 18 2 10 0 8 3 18 10 3
split_gain=0.173605 0.387585 0.35473 0.200177 0.19604 0.311148 0.382986 0.100498 0.216234 0.316679 0.0995384 0.463638 0.238211 0.209806 0.355572 0.192639 0.152378 0.142715 0.728123 0.318919 0.322106 0.301125 0.290926 0.232817 0.422862 0.375275 0.348898 0.286272 0.246752 0.241355
threshold=11.934972090850001 10.650859343850001 90.740838818900016 237.45530840880002 95.870416931800023 27.577198718850003 20.562096111400006 89.141206231250024 5.1551204485500008 2.7861270712500006 81.524804347700012 7.1444245619500011 80.288113607700012 77.478674861400023 17.629805838300005 14.034967180100002 78.285212300550015 13.665319288000001 13.775321858200002 54.761416764300009 199.41622983390002 13.326324856250002 187.03662689815005 71.090898343450007 96.055920542800024 7.943800736700001 82.234557294150008 15.287416123250003 70.865067860500019 85.54673771085001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 9 -9 12 -12 13 14 -10 -14 17 19 -19 -15 21 -21 -22 28 25 -25 27 -26 29 -20
right_child=7 3 -4 -5 -6 -7 -8 8 10 -11 11 -13 15 16 -16 -17 -18 18 23 20 22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0016428618573296706 0.00090172568689132488 -0.0020140199702901253 -0.0019842437381384003 0.00047332649447659025 0.0016032343370813251 0.0011509749782557988 -0.0016056620256978951 0.0003839537561559223 -0.002076767297516869 -0.0019901802875430326 0.00074460893819580903 -0.0020307555949001456 6.8251225603710471e-05 0.0004545825237398974 0.00076575515396670973 0.0015391421584052183 0.00090965029069534206 0.0014926612533360155 -0.00062888055677598411 5.4905928696081507e-05 0.00060023132324449053 -0.0019019685442816891 -0.00098071296933418596 0.00040030421509771631 -0.0016477602395560049 -0.0020332847632308776 0.00055675349350626233 -1.6970635388613636e-05 0.0012979271776063792 0.0001267256353095969
leaf_weight=0.18557337668607876 0.56032871149363828 0.67222991521475695 0.28278069749831036 0.15263981244061142 0.39220510842824285 0.5423612792219501 0.56237911659991369 0.39861362939700384 0.43959437492594489 0.47152637966792099 0.4948193974851155 0.43473839249782031 0.60927559854462632 1.6646676514064882 0.2750557423569262 0.78132375981658697 0.85141262982506205 1.4137303582392622 1.7008953404874763 0.43621233268640958 1.073579648742452 0.98504224012140185 0.76740758580854151 0.33901355625130125 0.67585933092050288 0.86579656856338261 1.9586778566590508 1.0675345065537838 0.66492914363334321 36.553011869475085
leaf_count=8 45 176 238 32 16 31 108 32 40 182 32 73 24 62 12 27 39 33 84 18 46 81 53 17 22 86 48 34 14 1187
internal_value=5.15292e-05 -0.000425716 4.77361e-05 -0.00155374 0.000389251 2.02469e-05 -0.000799676 7.55292e-05 6.71002e-05 -0.000902583 8.27102e-05 -0.000553382 9.38407e-05 7.23134e-05 -0.000982732 0.000894688 8.70924e-05 7.31321e-05 0.000107645 -0.000243774 -0.000600133 -0.00130136 -5.87785e-05 6.29676e-05 -0.000339518 -0.00134851 -1.11478e-05 -0.000649177 0.000113713 9.31289e-05
internal_weight=58.2732 2.79017 1.9653 0.82487 1.68252 1.29031 0.747952 55.483 54.9227 0.87014 54.0526 0.929558 53.123 51.7324 0.71465 1.3906 51.0178 50.1664 45.2394 4.92691 3.26224 1.42125 1.84099 43.8257 4.90688 1.20481 3.70207 1.74339 38.9188 38.2539
internal_count=2900 609 401 208 163 147 116 2291 2246 214 2032 105 1927 1876 52 51 1824 1785 1525 260 198 99 99 1492 207 103 104 56 1285 1271
is_linear=0
shrinkage=0.00196078


Tree=909
num_leaves=31
num_cat=0
split_feature=6 6 0 9 15 0 9 2 9 15 0 9 7 18 16 3 17 18 17 6 12 13 6 4 3 19 15 12 10 13
split_gain=0.141476 0.484087 0.222397 0.316294 0.383202 0.492925 0.368169 0.320935 0.314363 0.340444 0.235448 0.316453 0.481231 0.32832 0.328058 0.232266 0.210331 0.2535 0.402932 0.243553 0.337417 0.278136 0.277344 0.295187 0.322627 0.299519 0.249316 0.245129 0.300773 0.239395
threshold=13.665319288000001 13.775321858200002 93.972365491700018 206.08249486475003 29.049007317550004 95.002044955650021 213.24207352880003 159.92742394165003 202.89977928865002 23.969938375100003 87.181320254150009 188.53841931785004 22.940014114900002 13.482409244300003 22.654947022900004 92.751805500450018 200.83528241485001 13.601370067700001 197.22366780595004 16.375382608200002 121.97235442175001 117.41840884735002 16.415383542800004 248.34582299520005 92.913112988300014 14.251149826300002 37.80636766060001 192.61644708960003 62.025417527550012 117.54207792135001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 8 -6 -5 -8 9 -4 15 -12 -13 -14 -15 -3 17 18 19 20 -17 -22 -21 24 -24 26 -26 -25 -29 -27
right_child=1 2 3 6 5 -7 7 -9 -10 -11 11 12 13 14 -16 16 -18 -19 -20 22 21 -23 23 27 25 29 -28 28 -30 -31
leaf_value=-0.00010913785528295795 0.0013854732049945623 -0.0009124210218504345 -0.0010591533422360745 -0.0016207471381273779 -0.0020859389102219229 0.00059993472761441413 0.00096928439137237705 -0.001368313966665714 0.0013941430839350326 0.00057532200673384283 0.0013623816674884 -0.00087199629348400369 0.0013784974126815192 0.00017878289725864902 0.0014557091587286703 -0.0020877328597916083 -0.00099605037429504554 0.00079608354853478243 -0.0014051281548954288 0.0010439679509438215 0.00080503057420898807 -0.0011696723532055588 0.0020111823717010261 -0.0022428782160442756 -0.00020094370109336428 0.00098484125448064486 -0.0023559198903419796 4.767056317418688e-05 -0.0014494355867422167 0.00015301594734273738
leaf_weight=11.289875408366241 1.1636871872469772 0.95801817020401614 0.74114947332418513 1.1263227692106741 0.61354725970886625 0.45941654395574005 0.56801116641145188 0.37480701809909078 0.90746018383651961 1.4455423349281771 1.1241150087298581 1.2609036767971691 1.1921868976205576 8.9740274689393082 0.84649709612131196 0.43860665162356305 0.67587367520536545 1.8962738032514597 0.71092693094397041 1.3167358523314749 0.62775727221378452 0.48694522659934592 0.40058950707316299 0.25085007082088795 0.80951784765670509 1.7518413412035441 0.27704805135726929 2.743091068956574 0.63545248981336033 5.5263648312538862
leaf_count=1334 34 26 21 83 56 26 24 40 17 39 30 26 18 226 25 34 33 61 19 31 47 27 6 20 188 33 6 177 49 144
internal_value=8.4862e-05 0.000139205 0.000102152 -0.000237352 7.38133e-05 -0.000935914 -0.000864017 3.99978e-05 0.000423958 2.13388e-05 0.000166498 0.000366633 0.000275435 0.00040681 0.00028885 2.90348e-05 7.7662e-05 0.000118267 3.78122e-05 0.000105014 -0.000630844 -5.75961e-05 0.000188376 9.74837e-05 0.000292195 0.000209873 -0.000750411 -0.000372764 -0.000233912 0.000353234
internal_weight=51.5934 40.3036 39.1399 6.23626 4.16712 1.07296 2.06914 0.942818 3.09415 2.18669 32.9036 13.3977 12.2736 11.0127 9.82052 19.5059 18.5479 17.872 15.9757 15.2648 1.55331 1.1147 13.7115 12.3948 8.76536 8.36477 1.08657 3.62939 3.37854 7.27821
internal_count=2900 1566 1532 306 159 82 147 64 77 60 1226 325 295 269 251 901 875 842 781 762 108 74 654 623 377 371 194 246 226 177
is_linear=0
shrinkage=0.00196078


Tree=910
num_leaves=31
num_cat=0
split_feature=5 6 7 10 12 17 17 9 7 5 13 16 6 6 18 8 9 13 7 16 6 6 19 16 0 9 9 15 0 9
split_gain=0.153359 0.16547 0.123044 0.171665 0.21481 0.21656 0.2344 0.123072 0.139265 0.120271 0.187683 0.190461 0.170835 0.311511 0.18778 0.262733 0.253344 0.16718 0.223563 0.204942 0.146803 0.332388 0.296201 0.311056 0.228181 0.364576 0.400729 0.385107 0.468093 0.317486
threshold=12.294714844000003 9.3352181158500027 29.973557588500004 82.204984254750016 223.75709202500002 194.76181357870004 182.28951942140003 20.252602603300002 24.142338514450003 13.264960807550002 98.362617618700014 15.549963637400003 13.075305502400001 12.380289263450001 13.901940775400002 7.7439566930000003 217.83997408180002 101.09946799550001 21.061418062900003 13.534968349350001 13.775321858200002 13.665319288000001 10.550851274900003 15.604963508800003 94.047642319350018 206.08249486475003 213.24207352880003 28.777417478550003 95.002044955650021 202.89977928865002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 10 -2 -12 13 14 -11 17 -17 18 -16 -20 21 22 -14 -24 -22 27 -27 29 -29 -26
right_child=9 -3 -4 7 -6 -7 -8 8 -10 12 11 -13 20 -15 15 16 -18 -19 19 -21 24 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.00040822149548115362 -0.00057633687089192064 -0.0020208567909471313 -0.001974620088336839 -0.0019861516106692259 -0.0019997016969068022 0.00084193695297689547 -0.0020208734675819218 0.0014945646960913264 0.00011198765551333778 -0.00099691292690017399 0.0018430607940346018 0.00019507475347469328 0.0017356118189951651 -0.0015759912200881607 0.0015095913067296866 -0.0013787973167232351 0.0005564746410944869 0.0015984574143685713 -0.0012747018431091418 0.00075719658612813162 0.00017072146483835437 0.0013737398353719011 -0.0020275309804747947 0.00019493113111431531 4.2675042330105154e-05 -0.0016169119864377069 3.5556162866922493e-05 -0.0020674241597700579 0.00050838109719811124 0.0013839577488139784
leaf_weight=0.27221876222756713 0.34545692568644781 0.2009251050876627 0.14274515827128187 0.089881374093238153 0.33922170488222025 0.44165221971343271 0.34795686347206356 0.34200405201409001 1.5476695232900963 0.65128908489714366 0.58469834155403055 0.50035369489341974 0.28753079741727505 0.60805367799912335 0.36604736174922459 0.62993777474184731 0.4429301047930494 0.51106287539005268 0.42015923044527881 0.34968233814288396 38.036935774949598 1.1575132161378858 0.35060749278636627 0.78246963320998475 2.1934966566623184 1.2319278294125982 1.0409739289680144 0.59425352199468739 0.49902962204942014 0.98234876617789257
leaf_count=18 28 57 161 59 85 41 85 20 284 58 18 31 13 75 13 67 34 16 61 19 1232 34 47 45 56 82 63 54 27 17
internal_value=9.43771e-05 -0.000290126 -0.000191428 -0.000116133 -0.000641341 -0.000207386 -0.000954651 0.000255587 0.000362214 0.000121619 0.000682373 0.00108312 0.000105932 -0.000284218 -5.12179e-05 0.000175239 -0.000579826 0.000667108 0.000248072 -0.00035176 0.000138853 0.000593775 -4.17413e-05 -0.000492764 0.000112544 -0.000225717 -0.000860093 0.000112028 -0.000891697 0.000457559
internal_weight=56.291 3.72427 3.52335 3.3806 1.40105 1.06183 0.620176 1.97955 1.88967 52.5668 1.43051 1.08505 51.1362 3.97916 3.37111 2.71982 1.07287 1.64695 1.13589 0.769842 47.1571 2.57812 1.42061 1.13308 44.579 6.54203 2.2729 4.26913 1.09328 3.17585
internal_count=2900 810 753 592 229 144 103 363 304 2090 77 49 2013 343 268 210 101 109 93 80 1670 139 105 92 1531 299 145 154 81 73
is_linear=0
shrinkage=0.00196078


Tree=911
num_leaves=31
num_cat=0
split_feature=13 8 18 7 10 10 8 7 7 10 10 18 2 7 0 18 16 10 2 5 3 18 18 16 16 18 7 6 6 18
split_gain=0.043809 0.151157 0.124344 0.106613 0.142115 0.0984869 0.129087 0.123746 0.133422 0.10502 0.106774 0.290269 0.0755228 0.0718726 0.0963417 0.0597169 0.184908 0.16025 0.242901 0.16004 0.131622 0.104144 0.0699311 0.211162 0.557262 0.101333 0.312673 0.343692 0.183599 0.114618
threshold=95.870416931800023 2.9476996444500005 17.327266398450003 26.752366550650006 80.468240302450013 82.204984254750016 1.6487133604500002 21.061418062900003 25.658442496500005 90.988176966900014 89.264875305300009 16.118666550000004 237.82463207520001 29.467962229850006 107.54101367610001 16.083212871900006 15.689963310050002 76.220476456350013 71.847610775600018 14.828620505300002 74.260590479250013 16.556821279000005 15.312071772700003 15.794963064500001 18.714956236300004 14.905453256700001 24.639960683050003 13.955326063950002 14.815346158200002 14.752187928300001
decision_type=2 2 2 2 2 2 2 2 2 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 15 -5 7 9 -1 -9 10 11 -7 -4 -3 -15 17 19 22 -19 -17 -20 -18 25 -24 -25 29 -27 -28 -29 -2
right_child=2 13 12 4 -6 6 -8 8 -10 -11 -12 -13 -14 14 -16 16 21 18 20 -21 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.031252745258937321 0.00088203964795098534 -0.10106299094147292 0.070144057505635016 -0.085650506501619553 0.027106506916320272 0.055255239664708813 0.059606687114440941 -0.1014521942953832 0.024565988519549314 -0.1004991464220876 0.052647234665879554 -0.10179735633392149 0.0011140158719492531 0.095739535288938568 -0.10051282772357428 0.068083071319751262 -0.1022865444257558 0.0543564065276812 0.061393358609744264 -0.0017454912719679144 -0.081647615563684744 0.015198582666172479 0.075934032920980707 -0.10196556138963558 0.044944310572856166 -0.10639611345729759 0.069878023437222742 -0.087320544615153761 0.0013734508537377749 0.033855392522312698
leaf_weight=0.19336690567433779 31.640488742941443 0.25363637091413682 0.42099753045476873 0.3145216515622441 0.17340175330173224 0.23224614421633283 0.42007198154351499 0.29589537048741477 0.11733018328959588 0.10735572353769385 0.29198078411718598 0.2385663912173186 0.25417870515957475 0.050752701514284126 0.049324025067562616 0.7228327288685239 0.16934510080318421 0.21065617726708197 0.071332929655909538 0.60121238848660141 0.65517589266164578 0.13608461222611368 0.5020623043874356 0.37694797439326044 0.81962460943032056 0.35566503228619595 0.45682903408305697 0.39928656781012251 0.56173302681418136 1.090538955075316
leaf_count=14 1434 184 30 44 15 21 48 96 22 195 33 84 24 4 72 41 34 18 5 26 162 15 18 57 33 20 22 48 25 56
internal_value=0.000841695 -0.0127331 0.00160674 0.000874941 -0.0455781 -0.00154172 0.0140823 -0.034774 -0.0656709 -0.00789496 0.00513818 -0.0243252 0.0441568 -0.072748 -0.000985815 0.00145956 0.0201966 0.000637501 -0.0401889 0.0363758 -0.067603 -0.0499409 0.00169435 0.0215028 -0.00133569 0.00071919 -0.0225617 -0.00153197 -0.0354773 0.00198065
internal_weight=42.1834 2.25053 39.9329 39.2577 0.487923 1.89681 1.29022 0.606592 0.413226 0.870149 0.762793 0.470813 0.675176 0.353713 0.100077 38.7698 1.62947 37.1403 0.937165 1.32405 0.726509 0.30543 36.2032 1.69863 1.19657 34.5045 1.77351 1.41785 0.96102 32.731
internal_count=2900 773 2127 2073 59 513 381 132 118 333 138 105 54 260 76 2014 116 1898 185 67 167 49 1713 108 90 1605 115 95 73 1490
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=19 9 13 0 6 17 9 7 16 16 16 5 9 5 18 13 9 12 14 18 5 5 8 15 15 15 13 3 16 16
split_gain=0.163259 0.417749 0.649781 0.431954 0.326122 0.423637 0.288924 0.751148 0.267933 0.642409 0.452464 0.292221 0.68948 0.480294 0.528922 0.382912 0.267521 0.258163 0.269961 0.278717 0.248642 0.252617 0.234664 0.269624 0.230537 0.204213 0.211772 0.522497 0.312339 0.235472
threshold=14.451165964200003 188.53841931785004 114.65467388920001 87.181320254150009 16.435384010100005 199.55131508320002 195.74493321760002 23.031046061850002 20.394952307700002 19.974953289850003 20.674951653000004 21.269675393700002 199.82130058355003 22.782602051550004 13.415872650200003 117.56358558635002 197.58039077460003 98.870599058600007 164.00076642740001 11.639306137250001 23.151456684850004 23.721757872050002 7.943800736700001 23.214301336750001 38.567335632300008 36.508287084250007 109.57886493895002 86.130133125200004 19.274954926800003 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=4 24 -3 -4 8 6 7 17 9 25 -10 12 -12 14 -13 -15 -8 -6 -19 -20 -18 -22 23 -21 -2 26 28 -28 29 -1
right_child=1 2 3 -5 5 -7 16 -9 10 -11 11 13 -14 15 -16 -17 20 18 19 22 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.6954660112722523e-05 0.0013813195497868285 -0.0017571215170160419 -4.3204078591653403e-05 0.00084440943420607513 -0.0013758690792505324 -0.0021958938754201027 0.0011737640764219004 -0.0022291674172607843 0.0014178232687000482 -0.0017508537765838666 0.00045623042323000688 0.00024225688365226951 -0.001441854769560832 -0.0014463762584858858 0.0015660303031735795 0.00043864881064894563 -0.00056582538792859371 0.0018881051135552283 -0.0020533204836720785 -0.0010147769260106969 0.0018354380846262908 2.689435816084317e-06 -0.00033851937282763835 0.0010914139225259452 0.00013783785172567529 -0.001550053418680608 0.0017439039444472333 1.1168488606615549e-05 -0.0016061080274584081 0.00052946556213721938
leaf_weight=16.366185581902773 1.7041228823363774 0.69009364501107384 7.4581350320077018 2.9383674734272063 0.65324659500037885 0.43007774845318714 0.86607471632305566 0.80972619296517212 1.3444547203835089 0.79459784564096381 1.8586935875937327 3.0632653320208192 1.2179034496657548 0.80481443261669461 1.868142075370997 0.85387216974049807 1.6820378413467554 0.25779020600020874 0.2847380644034273 0.29942566512727342 0.41558849392458774 0.95034792985825334 3.2878171500997269 1.0642567729664731 0.86377008818089951 0.30571706749833438 0.95734541583806221 2.2220718112803297 0.46166031295433541 3.0136860636994234
leaf_count=1578 25 22 201 52 29 18 14 26 31 27 31 35 32 37 29 21 40 5 99 53 10 57 83 81 30 53 15 49 18 99
internal_value=6.20867e-05 0.000250422 8.5363e-05 0.000207662 6.34373e-06 -0.000288266 -0.000210655 -0.000459218 9.85958e-05 -1.70966e-05 0.000352034 0.000203803 -0.000295147 0.000436739 0.000743736 -0.000475988 0.0002121 -0.000214117 -6.80048e-05 -0.000170161 -6.11543e-05 0.000560306 -5.48845e-05 0.000628955 0.000963046 4.19619e-05 6.31038e-05 0.000532908 -1.21778e-05 2.57923e-05
internal_weight=59.788 13.6545 11.0866 10.3965 46.1335 11.0011 10.571 6.657 35.1324 24.1213 11.0111 9.66669 3.0766 6.59009 4.93141 1.65869 3.91405 5.84727 5.19403 4.93624 3.04797 1.36594 4.6515 1.36368 2.56789 23.3267 23.0209 3.17942 19.8415 19.3799
internal_count=2900 330 275 253 2570 515 497 376 2055 1839 216 185 63 122 64 58 121 350 321 316 107 67 217 134 55 1812 1759 64 1695 1677
is_linear=0
shrinkage=0.00196078


Tree=913
num_leaves=31
num_cat=0
split_feature=6 6 5 5 8 13 0 17 7 6 18 9 19 5 5 13 5 15 2 5 7 17 5 8 0 13 13 5 0 6
split_gain=0.0993534 0.521629 0.237356 0.4063 0.229614 0.222484 0.295459 0.2705 0.261654 0.217836 0.458082 0.322283 0.18007 0.324725 0.232799 0.384537 0.198825 0.210785 0.295173 0.169425 0.224968 0.341746 0.165916 0.39474 0.165573 0.15421 0.376553 0.426253 0.274078 0.523631
threshold=13.665319288000001 13.775321858200002 15.299679811400003 16.579584939650001 8.1436447804000007 98.238948544700023 95.590817286200021 174.35320691475002 20.778835947700006 14.185331438000002 15.150044688000003 206.50942114985003 12.651020723000002 17.239531617500003 17.671168838450004 108.36905878025001 16.579584939650001 24.200063469100005 178.89104431090001 20.950952025950006 22.398098708400003 200.83528241485001 13.592434445950001 7.1444245619500011 99.983757871350008 117.38883580790001 117.47217800995001 22.120912517600004 87.29692395375001 16.355382140900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 7 8 -1 -7 10 -3 -12 16 -14 -15 -16 -11 18 -18 20 -5 -22 23 24 -9 -17 27 -27 29 -28
right_child=1 9 3 19 -6 6 -8 22 -10 12 11 -13 13 14 15 25 17 -19 -20 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0020152550283775218 0.0014295859369782516 -0.0016134069755493908 -0.0020281993455245474 0.00084901685392504934 -0.0012598873015393277 0.00077470824900925292 0.00071664945376478137 -0.0019819911017411613 -0.0020282399381504534 0.0017413549690879348 0.0010285084302945645 -0.00082960475637580298 -0.0011557282623381644 0.00086019999212800125 -0.0014041600359805727 0.00025328112157926131 -0.0020461547128983052 0.0012345358017560766 0.00095054280248673133 -0.0010795488025259843 -0.0020939268731630591 0.00044917951576506018 0.0012872539658490203 -0.0020244128444844708 0.00020549441268323282 -0.0018806672913199781 -0.0015916080172256157 -7.393604897078094e-05 0.0010918123764945482 0.00010190717298299091
leaf_weight=0.28432255976986054 1.1309208595193911 0.88507679058238808 0.58988046128069926 0.82606431142630776 0.46374296434805717 0.21887503378093276 3.2646957146935165 0.14016419157269533 0.30854386694409186 0.53424438834190258 0.78376174438744761 0.66201999533222988 0.79011318398988706 1.5434496673988167 0.6566442058665406 16.035595265080701 0.26511055651553761 0.44258337763676536 0.24147961914513871 0.6181492563773644 0.34398707737273071 0.49623052537208423 0.33427841946831893 0.38541759027430078 2.6148602312587172 0.83224746445194187 0.73363039916512818 1.2653421109716871 0.98663307819515367 16.256087686049796
leaf_count=140 34 47 63 62 60 5 159 44 79 10 19 31 37 32 84 533 81 24 28 66 39 23 29 106 459 21 31 29 21 504
internal_value=7.36674e-05 0.000115129 -9.4039e-05 -0.000577447 7.93212e-05 0.000161567 0.000496664 -0.000176479 -0.000865037 8.04893e-05 -0.000502432 0.000177683 0.000113969 8.85285e-05 0.000114191 8.2873e-05 0.000784522 0.000245966 -0.0006177 -0.000202837 0.000122401 -0.000591974 -2.60188e-05 -0.000165808 9.42042e-05 0.000109914 -4.6108e-06 -0.000790781 8.71244e-05 2.87798e-05
internal_weight=54.9342 44.0449 10.8892 2.87431 8.0149 7.55116 3.79211 3.75904 0.527419 42.914 2.33086 1.44578 40.5832 39.0997 38.3096 36.7662 1.48342 0.949174 0.50659 2.28443 1.66628 0.840218 3.47472 3.14044 2.75502 36.1095 20.0739 2.09759 17.9764 16.9897
internal_count=2900 1566 1334 253 1081 1021 243 778 84 1532 97 50 1435 1292 1255 1223 143 133 109 190 124 62 638 609 503 1139 606 50 556 535
is_linear=0
shrinkage=0.00196078


Tree=914
num_leaves=31
num_cat=0
split_feature=5 6 7 10 12 17 17 9 7 5 6 6 18 8 17 2 6 6 18 16 0 18 3 9 9 9 15 2 0 9
split_gain=0.131526 0.18212 0.149636 0.156311 0.247596 0.242973 0.247622 0.142451 0.146087 0.130676 0.140205 0.310688 0.277163 0.217747 0.197344 0.217002 0.167885 0.348665 0.261048 0.276518 0.254922 0.352657 0.475431 0.316892 0.465774 0.313628 0.305442 0.287608 0.28236 0.390274
threshold=12.294714844000003 9.3352181158500027 29.973557588500004 82.204984254750016 223.75709202500002 194.76181357870004 182.28951942140003 20.252602603300002 24.142338514450003 13.175707186950001 13.075305502400001 12.595294287050001 13.901940775400002 7.7439566930000003 189.90635174060003 188.32206997295003 13.775321858200002 13.665319288000001 17.327266398450003 15.604963508800003 93.972365491700018 13.809421053700001 84.968719212850019 206.08249486475003 213.24207352880003 202.89977928865002 23.969938375100003 161.80523719825001 87.181320254150009 188.53841931785004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 -2 11 12 -11 -14 -15 -16 17 18 19 -12 28 -22 23 25 -25 26 -23 -26 -18 -30
right_child=9 -3 -4 7 -6 -7 -8 8 -10 10 16 -13 13 14 15 -17 20 -19 -20 -21 21 22 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.00042663557212161508 0.00069949224889534522 -0.0020149617804189322 -0.0019788759978836617 -0.0019871999244914338 -0.0019981642648995001 0.0008852295866713419 -0.00201903795921618 0.0014585894529877451 0.00011169349156764957 -0.0011795461489521619 -0.001703217137889568 -0.0020212863984490877 0.00052770625221890816 -0.0020618863389450042 0.00064241873311414422 -0.0010777954416756478 1.0346029897267911e-06 0.0013706896548847359 0.001656067877525964 0.00024321090136700295 0.0014750468671917876 -0.0011503921515613785 -0.0015774927502644229 -0.0015751189062748745 0.00114928312130515 0.0010758725716759037 0.00032593941668447167 -0.0011022252543730986 0.0013618743420029482 0.00025056640800936146
leaf_weight=0.28678496694192268 1.3340304972953152 0.21806558973366907 0.1687414985608483 0.1047243921857447 0.35883418671437528 0.5054483386920765 0.35767937026685104 0.37835977313807267 1.703658769958565 0.75521524973737442 0.42855652823345669 0.35123823724279635 2.1061474067028034 0.24697049072710786 0.62905386998318114 0.51094868435757235 22.248688072559162 1.2036245367489753 0.28368361103639461 0.81286364467814565 0.42276817560195823 0.82342970580793995 1.0573688066469911 1.1613376936584248 0.57164730184013013 1.11434214876499 1.5586609472375128 0.35271918156649917 1.3241207128885459 14.736759154242462
leaf_count=18 66 57 161 59 85 41 85 20 284 66 50 43 125 28 43 48 901 34 11 45 5 20 76 66 21 29 56 32 30 295
internal_value=6.77912e-05 -0.000271575 -0.000173192 -9.07421e-05 -0.000576231 -0.000132512 -0.00093072 0.000244222 0.000356461 9.34304e-05 7.80888e-05 -0.000248967 -0.000102438 0.000130433 -0.000472833 -0.000128581 0.000109363 0.000581724 -4.09337e-05 -0.000428725 8.09548e-05 -0.000261357 -0.000371922 -0.000143562 -0.000748446 0.000217265 -0.000184392 0.000290154 0.000144059 0.000342187
internal_weight=58.1165 4.0823 3.86423 3.69549 1.50875 1.14991 0.644464 2.18674 2.08202 54.0342 52.7001 4.59957 4.24834 3.49312 1.38697 1.14 48.1006 2.72873 1.5251 1.24142 45.3718 7.06227 6.63951 5.58214 2.0857 3.49643 2.38209 0.924366 38.3096 16.0609
internal_count=2900 810 753 592 229 144 103 363 304 2090 2024 353 310 244 119 91 1671 140 106 95 1531 305 300 224 119 105 76 53 1226 325
is_linear=0
shrinkage=0.00196078


Tree=915
num_leaves=31
num_cat=0
split_feature=19 10 5 5 6 3 8 9 6 17 8 16 16 15 16 8 16 15 3 3 16 16 16 5 9 5 18 10 15 19
split_gain=0.0452761 0.264404 0.290589 0.224231 0.251107 0.34396 0.319858 0.213848 0.179933 0.301932 0.213295 0.229792 0.420811 0.25737 0.342569 0.242152 0.182825 0.182101 0.175463 0.402911 0.158809 0.537095 0.330967 0.28536 0.49558 0.372512 0.411791 0.251203 0.158337 0.164189
threshold=14.451165964200003 65.461267018300006 19.812684199800003 20.569643378550001 16.425383776450001 92.751805500450018 8.4434108459500017 194.04304600165003 16.435384010100005 199.55131508320002 8.7431769115000026 22.574947209950004 22.624947093000003 41.403124198950003 22.554947256700004 8.4434108459500017 22.494947397000004 34.279674133750014 94.187442142150019 93.458869988800004 20.394952307700002 19.974953289850003 20.674951653000004 21.269675393700002 199.82130058355003 22.852794041600003 13.415872650200003 62.116825104000007 36.508287084250007 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=8 2 -2 -4 5 -5 -6 -7 20 10 11 13 15 14 16 -13 -10 -12 19 -14 21 28 -22 24 -24 26 -25 -27 29 -1
right_child=1 -3 3 4 6 7 -8 -9 9 -11 17 12 18 -15 -16 -17 -18 -19 -20 -21 22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=0.0038803484717989073 0.084083351384137528 -0.054991381160059576 -0.041269340882381024 0.020654805348223317 0.05101858773788473 -0.11022947966599134 0.0022148939930130532 -0.018091848289198052 -0.0073456393415401063 -0.10920163849920823 -0.033905085889905352 -0.11198260483639107 0.023943026179595043 0.099117335222329267 -0.11818686788953679 -0.029078715820291864 0.073283773192695231 0.055759675035052608 0.034145684831169608 -0.062354297086037104 0.068331483477544419 -0.091117389533145396 0.016899907949433936 0.010645113739463436 -0.077405470256228487 0.0034987940363825545 0.080734971913961506 -0.099711203037463739 -0.080014970462782387 -0.07154950624226579
leaf_weight=15.955777805152149 0.51755968527868113 0.64395245851483274 0.86758900614222323 1.1817480588797482 2.418350285908673 0.44912051134633635 3.0198805286345305 0.57364928565948503 1.0491469072558164 0.32083750742094697 0.31658651539328253 0.78215872103464767 1.0052187535911805 0.28481830446980883 0.226057950494578 0.64110501935283537 0.38420743122696865 0.79597906510753091 0.73016885188735603 1.1715792474096813 1.0120011381804932 0.65326184406876464 1.3636507210321727 2.2415971150621776 0.94229400623589743 0.71763708905382351 1.3389203951228408 0.35123971468419768 0.23583334070553874 0.2938889263095924
leaf_count=1742 11 24 23 33 66 21 131 21 254 18 35 27 19 6 7 21 8 35 31 54 31 27 31 36 32 36 30 20 53 17
internal_value=0.000903529 0.00691647 0.0113323 0.00690793 0.0123769 -0.0160924 0.0239176 -0.0585515 -0.000868774 -0.0142331 -0.0101084 -0.0172637 -0.030087 0.0112964 -0.00377698 -0.0746388 0.0142669 0.0302451 -0.00827423 -0.0225032 0.00323424 -0.00218845 0.0148991 0.00712474 -0.0216367 0.0213895 0.0368549 -0.0304167 0.00133549 0.00251614
internal_weight=42.4858 9.67185 9.0279 8.51034 7.64275 2.20452 5.43823 1.02277 32.814 7.70786 7.38703 6.27446 4.33023 1.94423 1.65941 1.42326 1.43335 1.11257 2.90697 2.1768 25.1061 17.1388 7.96734 6.95534 2.30594 4.64939 3.58052 1.06888 16.4855 16.2497
internal_count=2900 330 306 295 272 75 197 42 2570 515 497 427 152 275 269 48 262 70 104 73 2055 1839 216 185 63 122 66 56 1812 1759
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=19 13 3 7 16 16 17 4 7 13 16 3 9 17 8 17 6 6 17 9 15 15 7 6 17 6 0 15 13 0
split_gain=0.0446347 0.082139 0.0640375 0.0585224 0.0498322 0.170073 0.107551 0.162095 0.0795307 0.0648204 0.0809781 0.0908093 0.0588289 0.203513 0.319788 0.180876 0.319875 0.251271 0.231262 0.228868 0.170554 0.255336 0.12953 0.118832 0.10078 0.107157 0.10647 0.10009 0.302011 0.335919
threshold=9.8507947922000021 81.048947258600009 59.772489614250013 20.562096111400006 9.6249774926000011 11.934972090850001 177.48499193625003 342.29488559810005 25.852307279700003 95.870416931800023 8.3799804039500021 62.630320606900007 207.37918994975004 196.65693750130004 9.5425530862500008 198.29010168345002 16.375382608200002 15.925372093750001 203.08534335880003 212.62588569420004 29.049007317550004 23.969938375100003 21.725272673150005 15.065351999550002 206.02826764000002 14.685343120700002 97.152811460000024 28.566186095050004 109.57886493895002 95.762878606550018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -10 -12 27 14 20 -15 17 18 19 -17 21 -14 -16 24 -20 26 -26 -7 29 -29
right_child=4 2 3 -5 5 12 -8 -9 9 -11 11 -13 13 15 22 16 -18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10125919159550911 -0.049773163375236899 0.10180242619406621 0.056998827060999152 -0.1013027069894781 -0.072791764074699547 0.011733968339809072 -0.10131014251502329 0.089903793760698403 0.061246239838631755 0.10090973335734539 0.071473760193607114 -0.10106287580783038 -0.080566419205812756 0.068071736689291465 -0.019556834848229825 -0.015636263620751944 -0.075756591844038268 0.063559068558188714 -0.064181344932906559 0.078244409031886841 -0.095113235205320834 0.030816388138492995 0.075480720571081641 -0.081470779139487401 -0.061826297427749158 0.068356061966420523 0.0060084496368293903 -0.071842472881442992 0.0026153701082694894 0.029933954947672953
leaf_weight=0.12016578038492198 0.10375111021130479 0.050234884023666382 0.039200953207910061 0.057768169120208768 0.15977081637288293 9.583812241101894 0.26185923686443857 0.099296643194975331 0.20787322564137867 0.1517924377694726 0.047712474181025755 0.084581774615799077 0.42938965783105165 0.40814266416418821 0.27422235165795417 0.48867751037323681 0.51158869027858589 0.67920271714683611 0.31697712547611434 0.5541384629013919 0.66963903692521853 0.39527903136331588 0.30062933945737313 0.30433366517536331 0.3210556532430926 0.18876746189926041 0.82835372899717186 1.1275387627029001 22.603028134850319 0.45522211922798295
leaf_count=176 48 1 2 47 70 946 163 7 37 7 8 43 36 22 31 25 37 34 21 25 64 27 17 22 31 14 108 120 682 29
internal_value=0.000814514 -0.039913 0.0101653 -0.0373074 0.00107655 0.000658942 -0.0561151 -0.010433 0.0297911 0.0465707 0.022323 -0.0388368 0.00139028 -0.0071915 -0.0332386 0.00452181 -0.00166394 0.00863211 -0.00379386 0.0342507 -0.0576219 -0.0271786 0.0301448 -0.0240407 -0.013481 -0.00147152 -0.0129393 0.0030854 -0.000341659 -0.0425703
internal_weight=41.824 0.26737 0.147204 0.0969691 41.5566 40.9609 0.520927 0.259067 0.595711 0.49196 0.340167 0.132294 40.44 6.6704 2.06916 4.60124 4.1931 3.68151 3.0023 1.04282 1.49431 0.824669 0.574852 1.95949 1.65515 1.33818 1.14941 33.7696 24.1858 1.58276
internal_count=2900 226 50 49 2674 2531 240 77 143 95 88 51 2291 514 175 339 317 280 246 50 127 63 48 196 174 153 139 1777 831 149
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=16 16 9 3 3 16 13 16 3 19 3 0 7 14 8 15 13 6 12 18 12 5 2 10 6 6 8 7 18 16
split_gain=0.117416 0.268596 0.504829 0.229494 0.296273 0.513471 0.368354 0.636896 0.617532 0.366036 0.33998 0.312945 0.245986 0.227903 0.419602 0.242781 0.316265 0.262745 0.213261 0.211221 0.207709 0.353974 0.31413 0.304407 0.212556 0.255799 0.210668 0.207163 0.20674 0.850205
threshold=18.594956516900002 18.384957008000004 187.38923140910003 82.979260196300018 85.54673771085001 19.214955067100004 112.82921081865001 19.974953289850003 89.227236891450005 13.851117550450002 84.807411725000023 92.313586825200005 24.176224535650004 169.50964292540002 8.3434888241000014 31.385732506450001 108.36905878025001 15.185354803400001 94.472960382900013 14.322090334300002 206.66000365515004 16.069922422900003 175.40496222385005 72.953999827850012 13.665319288000001 13.825323026450002 8.1436447804000007 22.372035319250003 13.713893333650001 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 13 -3 -2 10 11 7 9 19 -7 -5 -6 -12 14 -1 16 18 -18 -15 -8 21 22 27 -23 26 -26 -22 -20 -10 -30
right_child=3 2 -4 4 5 6 8 -9 28 -11 12 -13 -14 15 -16 -17 17 -19 20 -21 24 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0017729886822511127 0.0011399273537178957 0.0013481802594957075 -0.0021191804843735873 0.00019711730512899584 -2.6758838305747414e-05 -0.00070511144207942961 0.00062704916574453232 -0.0020767931318711606 0.00014920993442860754 0.00096859135685296274 6.58090721699132e-05 0.0015160300732727529 -0.0020790258168056379 0.0014843103887473897 0.00092498608953831148 -0.0019927575529550046 0.0019638392332071973 -0.00078532076375587934 -0.0019953604534588753 0.0018645096655028584 0.00012393697066805386 -4.2608894797379783e-05 -0.0020053399557431184 -0.0015736821745682781 0.001864907110834739 6.0577253391268694e-05 -0.0020006873228498342 0.00030634879659229648 -0.0008682946891053427 0.00062889476099279998
leaf_weight=0.69338548027007785 0.83510319399647315 0.22179327074263788 0.59325173181059654 0.93977409275248536 0.73860510901431498 1.2249235724011667 1.2553293056553223 0.80109278589952726 23.939862665161858 0.85166294639930118 0.29107478377409279 1.6016271463595328 0.69992527016438544 0.36595595198286446 0.32574400366138434 0.21942220297933168 0.57431583679863329 0.17419787103926865 0.15714201316586596 0.91822031512856472 4.3060449337735918 0.84441531582115237 0.26483217578061147 1.2213951948288011 0.60352822626009561 0.60480578657370643 0.18723097942711309 3.4723668342830933 3.5707430343973092 2.4648553678998724
leaf_count=63 26 22 74 35 41 34 26 39 625 14 15 32 45 19 13 59 11 110 38 25 595 100 70 83 19 39 33 441 85 69
internal_value=6.77011e-05 -8.13862e-05 -0.00117563 0.000122792 0.000101177 0.000139877 8.04652e-05 -0.000591622 0.000140624 -1.86817e-05 -0.000647803 0.00102911 -0.00144905 -1.77493e-05 -0.000910636 5.22716e-05 8.73934e-05 0.00132404 1.04339e-05 0.00114982 -3.58176e-05 -0.000291762 5.62667e-05 -0.000947845 0.000231733 0.000961788 3.54057e-05 0.000206695 6.74466e-05 -0.000256863
internal_weight=54.9626 14.8298 0.815045 40.1328 39.2977 37.3669 35.0267 2.87768 32.149 2.07659 1.93077 2.34023 0.991 14.0148 1.01913 12.9957 12.7762 0.748514 12.0277 2.17355 11.6618 5.96015 3.89434 2.06581 5.70161 1.20833 4.49328 3.62951 29.9755 6.0356
internal_count=2900 1789 96 1111 1085 990 917 87 830 48 95 73 60 1693 76 1617 1558 121 1437 51 1418 732 549 183 686 58 628 479 779 154
is_linear=0
shrinkage=0.00196078


Tree=918
num_leaves=31
num_cat=0
split_feature=15 5 3 17 7 10 19 9 10 7 5 10 9 6 10 16 17 15 16 16 16 5 9 9 15 9 18 7 18 6
split_gain=0.102816 0.157247 0.214176 0.208974 0.242992 0.34677 0.122114 0.358004 0.487872 0.44682 0.329234 0.582501 0.625464 0.317356 0.406676 0.33064 0.444784 0.45844 0.306133 0.5355 0.341947 0.326478 0.572714 0.322478 0.592473 0.289277 0.590521 0.382185 0.274325 0.33818
threshold=46.074827201850006 24.375372008600007 92.913112988300014 200.07083195085002 23.282607548150004 57.729261435100007 14.451165964200003 188.53841931785004 64.434276012450013 22.786890330450003 22.782602051550004 62.399113207700005 196.57165974130001 16.435384010100005 62.025417527550012 22.554947256700004 195.10209338440004 34.279674133750014 20.394952307700002 19.974953289850003 20.674951653000004 21.269675393700002 199.82130058355003 202.48520976110004 40.128253618400009 195.74493321760002 13.1493823129 22.535351262400003 12.848040995400003 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=6 -2 -3 4 5 -4 13 -8 9 -9 11 12 -11 18 25 16 17 -16 19 -1 -20 22 -22 24 -23 26 27 28 29 -15
right_child=1 2 3 -5 -6 -7 7 8 -10 10 -12 -13 -14 14 15 -17 -18 -19 20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.05039946912598e-05 -0.0016443125506001393 0.0015001096495305282 0.0019890867770036213 -0.0020708452082540078 0.00067669412789699381 -0.0020697845949628757 0.00096641192375346763 -0.00048806511430956521 -0.0012636645248171852 0.00062251068811315473 0.0011486164597693397 0.0011983471571647899 -0.0011828760785074527 0.0017194863973250042 -0.0010210016771169655 -0.0013104321768443235 -0.001509050703987836 0.0017638396644331284 0.0013855646688666844 -0.0016665241882309304 0.00043758591077708867 0.00094858620672051404 -0.0013345525889118905 0.0013562493627893057 -0.00052836864614913439 0.00065502128164814989 -0.0018157464357988718 0.0011505100921617363 -0.0012607739527734231 -0.00031017949074288193
leaf_weight=22.314690612938652 0.31749775329080776 0.2588308302219956 0.10404935106635071 0.24873999245392031 0.66408512365887873 0.36415811938422848 2.1959535153582683 2.4178224962670321 0.92616896907566193 1.4359130626544359 2.0534655365336221 1.4909969405271111 1.5174177037551997 0.39518219465389748 0.36820471497048879 2.0918464764836244 0.55287951786885969 0.59375985397491604 1.212030303897335 0.72089605871587892 1.7903963932767495 2.2953513218089938 1.1524439030326901 1.4233442889526484 1.9157622609054668 1.919273648643866 0.77133148763095949 0.93951974646188308 0.80497828123952775 1.5675557764493531
leaf_count=1809 21 7 3 16 29 78 40 66 27 23 46 30 34 10 46 43 21 13 30 26 31 28 32 27 36 39 25 16 38 210
internal_value=6.03171e-05 -0.000381266 -0.000136725 -0.000443498 -8.60053e-05 -0.00116779 7.60704e-05 0.000250554 9.08279e-05 0.000231535 0.000499297 0.000199285 -0.000305095 2.70297e-05 -0.000278698 -0.000805222 -0.000107578 0.000697905 0.000120211 -3.23021e-06 0.000410684 0.000272927 -0.0002564 0.000549391 0.000276675 1.81219e-05 -0.000254819 6.99492e-05 -0.000296854 9.84781e-05
internal_weight=56.8245 1.95736 1.63986 1.38103 1.13229 0.468207 54.8672 12.0377 9.84178 8.91562 6.49779 4.44433 2.95333 42.8294 10.0045 3.60669 1.51484 0.961965 32.8249 23.0356 9.78933 8.5773 2.94284 5.63446 4.21111 6.39784 4.47857 3.70724 2.76772 1.96274
internal_count=2900 154 133 126 110 81 2746 266 226 199 133 87 57 2480 461 123 80 59 2019 1835 184 154 63 91 64 338 299 274 258 220
is_linear=0
shrinkage=0.00196078


Tree=919
num_leaves=31
num_cat=0
split_feature=16 16 9 3 15 3 16 3 0 13 16 19 3 7 16 15 15 12 7 10 12 18 9 8 7 17 18 3 10 5
split_gain=0.120252 0.306605 0.545779 0.293889 0.269034 0.25859 0.49882 0.346517 0.342954 0.278395 0.567169 0.7969 0.428862 0.274483 0.253476 0.616606 0.425877 0.255471 0.443574 0.253563 0.251969 0.349144 0.384229 0.353857 0.244806 0.240681 0.238509 0.217333 0.252526 0.259368
threshold=18.594956516900002 18.384957008000004 187.38923140910003 82.979260196300018 31.385732506450001 85.54673771085001 19.214955067100004 84.807411725000023 92.313586825200005 112.82921081865001 19.974953289850003 13.751109481500002 89.227236891450005 24.176224535650004 17.844958270700005 26.870208776000002 26.410889167300002 207.71672397260002 26.302865891850004 66.499011856650014 194.62888214220001 15.946034773700001 203.64522440670001 8.3434888241000014 18.853220637450004 203.08534335880003 14.322090334300002 82.511468481600005 75.645146416450004 13.922841871800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 14 7 8 -5 -7 10 11 -8 26 -9 16 -16 17 20 19 -19 21 22 23 27 -22 -23 -11 28 -1 -30
right_child=3 2 -4 5 -6 6 9 13 -10 12 -12 -13 -14 -15 15 -17 -18 18 -20 -21 24 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00056624300330238703 0.0012125562298088885 0.0013110023578931673 -0.0021193617406205876 0.00020216310991568752 -0.0019997754561729684 -7.2842822922819735e-06 -0.0015488425182210931 0.0001885910041413011 0.0015110743858540317 0.00043850449696757049 -0.0020626157596626152 0.0010158968061036494 6.4825839541451716e-05 -0.0020917765095885008 -0.00064189164925329838 0.0018168410005971595 -0.0014839974809847348 -0.0010653537883222497 -0.00048656821208167172 0.0008271527451440896 0.0015390842992690271 0.00079949418735116452 -0.0020496218261013789 0.0018118135338063372 -0.0020259335896060018 -0.00052937293028597625 0.0018410711864826756 -0.0011119883078484698 3.6973760212703186e-05 -0.0020495082479460199
leaf_weight=1.1392403462668856 0.92421362572349508 0.24461988924304101 0.65790450356871588 1.0325852625537657 0.25808172200049817 0.88317874189669909 0.77074373458162826 0.28676669928245235 1.6229152190499005 1.1261784151429299 0.69458858284633596 1.1771523319184778 31.437120477865392 0.69423649384407327 0.68879323167493456 0.91051953775604488 0.76964393731759706 0.29379596839362454 1.7901584114624709 3.7011036862895708 0.08747843196033489 1.912156034602049 0.5230346013631787 0.29368779528886069 0.48262926537609019 0.72181349497259351 0.79534452967345703 1.1701438242439506 0.5699056422599823 0.38299251950229518
leaf_count=35 26 22 74 35 59 41 30 15 32 26 39 18 779 45 53 16 82 61 337 241 5 213 48 5 86 111 25 233 67 41
internal_value=6.278e-05 -7.82511e-05 -0.0011896 0.000119259 -1.4345e-05 9.43231e-05 0.000130142 -0.000590665 0.000975986 7.12615e-05 -0.000541371 1.08046e-06 0.000119791 -0.00142518 1.88479e-05 0.000757912 -6.657e-05 1.69089e-05 0.000324517 0.000687973 -0.000227428 -0.000121145 -0.000480482 -0.000249683 -0.00147891 0.000435331 0.00101905 -0.00043527 -5.67782e-05 -0.000801633
internal_weight=58.0427 16.5977 0.902524 41.445 15.6952 40.5208 38.5072 2.01359 2.50609 36.0011 2.64248 1.9479 33.3586 0.981003 15.4371 1.59931 13.8378 13.0681 5.78506 3.9949 7.28308 6.71297 4.079 3.55597 0.570108 2.63397 1.92152 3.26228 2.09214 0.952898
internal_count=2900 1789 96 1111 1693 1085 990 95 73 917 87 48 830 60 1634 69 1565 1483 639 302 844 753 429 381 91 324 51 376 143 108
is_linear=0
shrinkage=0.00196078


Tree=920
num_leaves=31
num_cat=0
split_feature=16 15 3 3 16 13 16 19 3 3 0 18 18 16 9 16 15 15 12 7 16 10 18 9 12 19 17 9 16 12
split_gain=0.150569 0.262592 0.214866 0.288402 0.408891 0.329894 0.554569 0.671171 0.478944 0.299909 0.294191 0.276634 0.187353 0.18172 0.498662 0.19618 0.475424 0.365391 0.211357 0.374642 0.273163 0.255204 0.254008 0.403595 0.33691 0.29142 0.240949 0.236558 0.228725 0.425487
threshold=18.594956516900002 32.540328261750005 82.979260196300018 85.54673771085001 19.214955067100004 112.82921081865001 19.974953289850003 13.751109481500002 89.227236891450005 84.807411725000023 92.313586825200005 14.339258036900002 14.322090334300002 18.384957008000004 187.38923140910003 17.844958270700005 26.870208776000002 26.410889167300002 207.71672397260002 26.302865891850004 11.934972090850001 66.499011856650014 15.946034773700001 203.64522440670001 194.62888214220001 12.350996516100002 203.08534335880003 40.406378633400003 14.184966829400002 176.04981466085005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 9 10 6 7 -6 12 -4 -5 -11 -7 15 -15 17 -17 18 22 20 -20 -22 23 25 26 -1 28 -23 29 -24
right_child=2 -3 3 4 5 8 -8 -9 -10 11 -12 -13 -14 14 -16 16 -18 -19 19 -21 21 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010652778756747873 0.0011636551467165206 -0.0020055021382078793 0.00016822432108779223 4.8219381978886523e-05 -0.0014702142295375995 0.00061258089496556579 -0.0020616986093856711 0.00098641285441361201 0.00011490659003565449 0.00028866077428825601 0.001528684619581824 -0.0020532819214797732 0.001858897994046105 0.0016458643398688073 -0.0021020848472775855 -0.00058249828775816135 0.0017146245361365088 -0.0014103992656827441 -0.00052408324215597502 -0.00047604770858120782 -0.0010641608123164374 -0.00041069675862791054 -0.0020200952781830998 -0.0020452530611769857 -0.002010691078687247 0.00012081424422422316 -0.00054591535605188297 0.001209632151535873 0.0013159490338589485 0.0012276637054596648
leaf_weight=1.1985294486962561 0.80407339218072493 0.26450896192727746 0.96526346786413231 0.80981655554205589 0.70890148113540208 1.1144324283814082 0.68676240660715837 1.0774395195767281 27.052378060338015 0.2715523864608258 1.4225830519571898 0.67825954826548696 0.79420946538448323 0.19087372387730361 0.47896221614792012 0.61725009515794116 0.78939876453296165 0.73165296157822091 0.66832734853778664 1.7069738918726214 0.24823151409236777 0.39731990067230105 0.26708074988710073 0.57642532316822315 0.23330874835119164 2.3738081452975166 0.68096299555691064 2.70353256422095 1.2174996010726316 0.36985464468307327
leaf_count=207 26 70 35 41 30 26 39 18 779 7 32 53 25 20 52 53 19 92 107 337 43 59 135 53 49 211 111 93 31 47
internal_value=9.20461e-05 -6.83497e-05 0.000161319 0.000138668 0.000180771 0.000123185 -0.000564204 1.15113e-05 0.000181883 -0.000601486 0.000991637 -0.00138372 0.00113119 -3.5185e-05 -0.00103408 1.00851e-05 0.000706627 -6.31783e-05 1.47927e-05 0.000293496 0.00062047 0.000848872 -0.000215841 -0.000522785 0.000244098 -0.000277123 0.000451585 0.00100202 0.000817875 -0.000134192
internal_weight=52.1002 15.7145 36.3857 35.5816 33.6665 31.4341 2.4731 1.78634 28.961 1.91508 2.2324 0.949812 1.90864 15.45 0.669836 14.7802 1.40665 13.3735 12.6419 5.72439 4.01741 3.34908 6.91747 4.14876 2.76871 3.57234 2.5354 3.10085 1.85443 0.636935
internal_count=2900 1789 1111 1085 990 917 87 48 830 95 73 60 51 1719 72 1647 72 1575 1483 639 302 195 844 471 373 418 324 152 213 182
is_linear=0
shrinkage=0.00196078


Tree=921
num_leaves=31
num_cat=0
split_feature=6 6 3 9 15 0 9 9 15 2 0 9 7 18 16 3 5 18 18 6 2 15 12 17 0 15 5 2 10 4
split_gain=0.111587 0.487312 0.206857 0.348139 0.370875 0.452834 0.367862 0.317735 0.312625 0.311693 0.279417 0.396119 0.622852 0.303028 0.334689 0.302254 0.248252 0.236561 0.3668 0.22404 0.202955 0.329772 0.352158 0.305307 0.20285 0.555016 0.271042 0.573215 0.362736 0.281181
threshold=13.665319288000001 13.775321858200002 85.54673771085001 206.08249486475003 28.777417478550003 95.002044955650021 213.24207352880003 202.89977928865002 23.969938375100003 159.92742394165003 87.181320254150009 188.53841931785004 22.940014114900002 13.482409244300003 22.654947022900004 92.751805500450018 20.206488238950005 14.117867417450002 13.934548574650002 16.180378051950004 91.18717909130001 34.279674133750014 273.64044797740007 200.07083195085002 86.530713386650021 39.104631750950013 21.495293572000005 103.98563613345001 62.00390986255001 248.34582299520005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -5 8 -3 -8 15 -12 -13 -14 17 -4 -17 18 19 -15 -19 23 -23 -22 26 -26 27 28 -18 -28
right_child=1 2 10 6 5 -7 9 -9 -10 -11 11 12 13 14 -16 16 24 20 -20 -21 21 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.00011402042965653414 0.0013804852409450335 -0.0010514190263679335 -0.0010255023254811366 -0.0016444963625821811 -0.0020711379114618368 0.00048668947867007222 0.00094490797228693948 0.001401751851275862 0.00054725974019786906 -0.0013296415907020648 0.0014014621193245758 -0.0009583402546399206 0.0012990922256906603 -0.00029530399444455786 0.0014298923521722149 0.0011910450833930515 0.00069762731730055468 -0.0004600320320889588 -0.0010522321024664485 0.0007533030549965765 0.0019666744763443987 -0.00042633919113972636 0.0010845113528842986 0.00049123816573215355 0.0013828417808941565 -0.00038964927575625534 0.00029541848084258004 -0.0019019307696138464 -0.00082394055141724151 -0.00025484174854818975
leaf_weight=10.6557796325078 1.1301463241688896 0.70563258277252305 1.0672253779484915 1.1578945553264932 0.58692374004749559 0.48683450942917261 0.5575547219486906 0.90602271910756815 1.4100310748908667 0.39624851847474929 1.239344925910699 1.4775655852281477 1.263142518699168 1.6590427435003188 0.89904173184186298 0.70135932508856313 1.1847123773768613 0.80416076560504723 1.2602863144129512 1.4841222604736684 0.99507158389315042 1.6170304784318434 0.93673592667619221 1.1769952474860472 1.3690784820355468 1.3478833315894005 7.8335248103362556 0.9108408850734121 1.2254838544758966 6.5604181054345645
leaf_count=1334 34 21 26 82 54 27 24 17 35 40 30 26 18 26 25 14 21 24 30 20 20 42 33 37 21 23 384 25 28 359
internal_value=6.61518e-05 0.000109441 7.62046e-05 -0.000255043 7.84027e-05 -0.000911437 -0.000901731 0.000430143 1.4056e-05 -3.20912e-08 0.000131755 0.000340322 0.000243432 0.000390236 0.000284257 -7.40384e-06 4.40098e-05 0.00018057 -0.000158522 0.000199821 0.000450584 0.000605536 0.000127849 0.00116717 4.63599e-06 0.00050351 -7.18767e-05 -0.000576806 -7.60262e-05 4.46229e-05
internal_weight=55.0061 44.3504 43.2202 6.20714 4.09544 1.07376 2.1117 3.02169 2.11566 0.953803 37.0131 14.8125 13.5732 12.0956 10.8325 22.2005 21.1333 9.93345 4.40345 3.14317 5.52999 4.72583 2.55377 2.17207 20.4319 2.71696 17.715 3.32104 2.4102 14.3939
internal_count=2900 1566 1532 300 154 81 146 73 56 64 1232 331 301 275 257 901 875 232 76 46 156 132 75 57 861 44 817 74 49 743
is_linear=0
shrinkage=0.00196078


Tree=922
num_leaves=31
num_cat=0
split_feature=16 15 14 16 8 13 3 13 3 3 16 3 0 13 16 3 19 7 12 12 5 10 16 0 16 7 3 2 0 9
split_gain=0.116828 0.264182 0.222515 0.293832 0.292626 0.218838 0.298753 0.248801 0.213208 0.223492 0.439677 0.29328 0.293005 0.264375 0.59675 0.511661 0.272624 0.231486 0.19187 0.201945 0.364257 0.386745 0.289451 0.260626 0.318183 0.246599 0.229634 0.216755 0.208646 0.290503
threshold=18.594956516900002 32.540328261750005 169.50964292540002 18.484956774100002 8.3434888241000014 108.36905878025001 97.300676657200015 107.97116697695002 82.979260196300018 85.54673771085001 19.214955067100004 84.807411725000023 92.313586825200005 112.82921081865001 19.974953289850003 89.227236891450005 13.851117550450002 24.225158517200004 94.472960382900013 206.66000365515004 16.069922422900003 71.666228383350017 16.744960843000005 98.615332683000005 16.064962433100003 22.372035319250003 81.70761950055001 175.40496222385005 97.483491810050012 68.670253264700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 7 -7 18 -2 11 12 -10 -11 14 16 -15 -12 -13 -4 20 25 22 -22 24 28 -20 27 -27 29 -21
right_child=8 -3 3 -5 -6 6 -8 -9 9 10 13 17 -14 15 -16 -17 -18 -19 19 23 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0015085660083508203 0.0011382601748447885 -0.002005543314004737 0.0014228957386470842 -0.0021954282241781219 0.00067981771787188389 0.0015506159951278707 -0.0011720661527161865 -0.002022811073881347 0.00019482662322092549 6.8169181301962854e-05 -0.00057706017457322123 5.4023701223963241e-05 0.0015129994982982886 0.0011153346353331389 -0.0020633327312665475 7.4208068393581114e-05 0.00091928833736367474 -0.002076246191880622 -0.0020006678627922554 0.0010473027749062849 -0.00078777493327668432 -0.0014642646971876382 0.0019545427809463385 -8.7726590524427378e-05 -0.0010211454170141897 9.4165719813988299e-05 0.0011416586902465008 -0.0020034085573840824 0.0018317166382078305 -0.0011573216934385544
leaf_weight=0.80516410992367748 0.79297024733386834 0.26648233442392744 0.37338153088602943 0.22398900783446229 0.3317046954180114 0.74257192132063288 0.19580138565606831 0.22926335473312143 0.96221199841238447 0.86134259308164418 1.1093605506757733 0.29351734870579094 1.4448349433951078 1.9346314652357275 0.69753163319546718 29.306291069595318 0.809861575718969 0.59100263740401715 0.20663490024162268 1.0271792566782103 0.34147673019651881 1.471673188061686 0.26114616962149739 3.5358480106751813 0.33790136306197371 2.8862697587828743 0.78915528980724037 0.20270809438443382 0.78179196221753944 0.29601888546494581
leaf_count=72 26 70 19 26 24 19 118 25 35 41 34 18 32 51 39 779 14 42 41 55 72 100 4 516 60 389 63 57 22 37
internal_value=7.47564e-05 -7.03102e-05 -3.60206e-05 3.2181e-05 -0.00087006 6.86578e-05 0.0009825 1.35053e-06 0.000131978 0.000110985 0.000144961 -0.000554355 0.000973365 8.85357e-05 -0.00051014 0.000138681 5.43598e-05 -0.00136934 3.84426e-05 -4.14574e-06 -0.000253332 -0.000922484 0.000400606 0.000252556 0.000745082 8.64722e-05 0.000197679 -4.34835e-05 0.0010286 0.000554096
internal_weight=54.1097 15.3062 15.0397 13.9028 1.13687 13.6788 0.938373 12.7404 38.8036 38.0106 36.1639 1.84673 2.30618 33.8577 2.61675 31.2409 1.91922 0.88452 12.5112 12.1378 6.15906 2.0743 0.602623 5.97874 2.44289 4.08477 3.87813 3.08898 2.10499 1.3232
internal_count=2900 1789 1719 1623 96 1597 137 1460 1111 1085 990 95 73 917 87 830 48 60 1435 1416 726 176 76 690 174 550 509 446 114 92
is_linear=0
shrinkage=0.00196078


Tree=923
num_leaves=31
num_cat=0
split_feature=6 6 0 8 8 5 5 5 13 0 7 17 18 6 18 17 16 5 8 2 15 9 4 5 8 0 6 18 19 16
split_gain=0.0475637 0.331375 0.145582 0.12549 0.222928 0.117023 0.339951 0.177802 0.130633 0.181277 0.216212 0.164998 0.111241 0.177131 0.233873 0.119663 0.155025 0.10055 0.120771 0.114093 0.167942 0.11276 0.0982335 0.0980565 0.227322 0.105026 0.100264 0.0935005 0.306923 0.239343
threshold=13.665319288000001 13.775321858200002 97.835679825150024 8.1436447804000007 8.543332867800002 15.299679811400003 18.152162791050003 20.950952025950006 98.238948544700023 95.590817286200021 20.778835947700006 174.35320691475002 15.556223714900002 14.185331438000002 15.150044688000003 206.99440818355001 18.764956119400004 11.976288766350002 7.7439566930000003 91.18717909130001 23.900317844600004 202.13708171315002 385.08236174150005 13.592434445950001 7.1444245619500011 99.983757871350008 1.8100422913500003 14.905453256700001 13.251069136700002 18.744956166100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 5 -5 8 -7 -8 11 10 -10 -1 13 14 -3 -14 -17 -11 -19 -20 21 -21 -9 24 25 -13 -27 -15 -29 -30
right_child=1 2 -4 4 -6 6 7 22 9 17 -12 23 15 27 -16 16 -18 18 19 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.10220524847431625 0.064764716672779193 -0.07767639422189293 -0.053926510075120337 -0.075609757960863 0.043892897768631534 -0.10244234717327708 0.034676840311569139 -0.083276659371075312 0.044844873971706799 -0.02302164492949248 -0.10312884324069838 -0.10082879138597441 0.085309790237547201 0.0034789431643863057 0.01624256451322546 -0.071131601922147389 0.065413245613038518 0.064553968750766175 0.073423969172169465 0.019263738524896087 0.054382394428182358 -0.075264186893582247 0.023646509614524108 0.061032124953942661 -0.102357102648717 -0.10074193578472478 0.011938934130969928 -0.10458161809147928 0.071180313726902519 -0.034998565585893558
leaf_weight=0.18498179620109967 0.83710371563210983 0.63688107454799936 0.47443267749622364 0.58399751837714564 0.21305125139770098 0.42219471971839073 0.6762460269146684 0.27251791471644538 0.16907860897481475 0.3040948512789331 0.23737296181570855 0.095770023704972895 0.32828867854550381 30.770592208567678 0.45424539316445589 0.15905672746157506 0.17422454385086894 0.96018847869709167 0.26553437300026395 0.21259819739498198 0.32853014496504329 0.31049119407543913 0.12549149341066368 0.21038961307203852 0.23918398301248078 0.082832315780251409 1.6921304757961477 0.34546740495534212 0.34814655911759473 0.5440613294049399
leaf_count=140 34 41 36 91 16 69 75 46 5 32 79 44 11 1297 13 31 10 45 14 14 21 33 16 29 106 102 357 41 17 35
internal_value=0.00104977 0.00260278 0.00108283 -0.00612964 -0.0436667 -0.00172309 -0.0264142 0.00346578 0.0052574 0.0201496 -0.0415737 -0.0113147 0.00185586 0.00104434 -0.0385771 0.0424579 0.000247938 0.0306843 0.0385461 0.0161924 -0.00165235 -0.0368454 -0.049564 -0.00406864 -0.0105601 0.00117664 0.00668045 0.00239499 -0.0245539 0.00643327
internal_weight=42.6592 35.0725 34.2354 7.58668 0.797049 6.78963 1.49645 1.07426 5.29318 2.78789 0.406452 2.50529 33.761 33.0994 1.09113 0.66157 0.333281 2.38144 2.07734 1.11715 0.85162 0.523089 0.398009 2.32031 2.10992 1.87073 1.77496 32.0083 1.23768 0.892208
internal_count=2900 1566 1532 1334 107 1227 206 137 1021 243 84 778 1496 1444 54 52 41 159 127 82 68 47 62 638 609 503 459 1390 93 52
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=15 16 6 5 15 15 16 15 16 4 17 17 16 18 12 18 2 6 10 14 19 17 0 15 2 4 14 9 5 19
split_gain=0.048546 0.138636 0.226052 0.124266 0.127779 0.0767308 0.206969 0.186581 0.120835 0.277271 0.307599 0.282656 0.164347 0.105483 0.383668 0.378272 0.254956 0.44425 0.512139 0.309087 0.276079 0.252485 0.25116 0.243181 0.425114 0.48016 0.353137 0.495195 0.311957 0.247003
threshold=45.49682449725001 22.824946625350005 16.505385645700006 24.301614351200005 46.574831689400007 42.80317728375001 22.624947093000003 43.938093326450009 22.674946976100003 254.49455531690003 189.46592532740002 187.07782946595003 22.794946695500006 13.954623666350001 247.85609524425004 14.011669459250001 189.76529655395004 16.455384477450004 61.966271448700006 241.54317565595002 14.351157895250003 190.74753769255003 92.313586825200005 39.283112803100003 103.98563613345001 182.98359720335003 220.41932288610005 195.39349636155001 20.950952025950006 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=5 2 3 -2 -5 8 7 -7 13 10 11 12 -10 14 16 -15 19 -18 -19 22 21 -21 23 24 25 29 28 -28 -26 -1
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 15 -16 -17 17 18 -20 20 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.058597830952701872 -0.064343999700125165 0.057497279065977271 -0.1049679935691686 0.076570828753286829 -0.01144023440036919 0.018593339458181129 0.041150805116883009 -0.055898334890101903 -0.088932773389387251 0.038555031442728399 -0.094617138129805933 0.047101695185810213 -0.0071309808289983737 -0.10803415124866428 -0.053044391568664244 -0.0015839723529674672 0.076791301079914442 0.062997264052372534 -0.066696893859441747 -0.090960676284182501 0.0052408935465217271 -0.0027901656835410942 0.057678767445938584 0.039445750340079799 0.0070503896820114072 0.093041008536694725 0.062486744018212664 -0.059805323076028961 -0.084070394340985205 0.014267352061391944
leaf_weight=0.52576110627388128 0.28070130312698782 0.22184935369295988 0.29751244658928033 0.22702291919267736 0.60344202655869594 0.83861218365109313 1.6297829460818318 0.56129084423082531 0.44217923097312428 0.63397601066390041 0.64320791407953937 0.52672314271330833 0.55246790952514857 0.34081778305699373 0.99714451090130651 16.255779283759011 1.4418155431922053 0.57920035303141026 0.6419077004538849 0.82873080159697499 1.5557074211537836 0.53408984118141234 1.1288353057752818 1.9939586212858547 0.53221897350158576 0.73352517737657752 0.77528453052946111 0.57795390905812383 1.2777019919260508 4.0404268129495904
leaf_count=79 27 10 44 13 82 28 54 28 13 30 15 10 36 18 100 1681 60 34 21 69 30 15 40 38 13 15 47 11 145 94
internal_value=0.000938827 -0.0159796 -0.0275513 -0.00682313 0.0126192 0.00161847 0.0169273 -0.0112741 0.000383601 -0.0196065 -0.0366412 -0.0121301 -0.0434967 0.00199298 0.00725856 -0.00376997 0.0107612 0.0392027 -0.0051799 0.00553947 -0.0235457 -0.0564066 0.0128663 0.00802868 0.000626428 0.0179417 -0.0283844 0.0102571 -0.0572757 0.00587749
internal_weight=42.2196 1.63053 1.40868 1.11117 0.830465 40.5891 3.02969 1.3999 37.5594 2.79855 2.16458 1.52137 0.994647 34.7609 18.1643 16.5966 17.1671 2.66292 1.22111 14.5042 2.91853 1.36282 11.5857 10.4568 8.46287 5.29971 3.16316 1.35324 1.80992 4.56619
internal_count=2900 176 166 122 95 2724 110 56 2614 104 74 59 49 2510 811 1699 711 115 55 596 114 84 482 442 404 188 216 58 158 173
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=6 5 10 9 17 0 10 3 10 0 9 9 5 5 7 13 7 6 12 17 16 17 16 16 19 17 5 18 13 6
split_gain=0.132962 0.31698 0.534281 0.379172 0.324662 0.30627 0.488459 0.458708 0.588479 0.227691 0.38339 0.487128 0.306237 0.317659 0.346337 0.278037 0.269663 0.269046 0.237808 0.27008 0.249961 0.45125 1.01577 0.449974 0.381839 0.454531 0.331899 0.310258 0.28179 0.268457
threshold=14.815346158200002 18.483418961650003 68.961639504150014 207.97320095065001 197.22366780595004 92.031298721500022 66.697957758300021 89.227236891450005 65.727424373200009 87.181320254150009 195.07922778810004 201.78065190905002 20.206488238950005 21.042547594650003 22.620341628000002 115.63864956495001 19.152455927400002 16.355382140900002 266.39085111275006 193.11174173740002 22.554947256700004 190.02287710315002 22.624947093000003 22.604947139800004 14.351157895250003 187.45953903175004 22.782602051550004 13.159487726550003 117.59047016770002 20.305474434200004
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -3 9 12 -11 -12 -9 14 -14 16 -15 -17 19 20 27 23 -23 -22 26 29 -25 -19 -24 -26
right_child=1 2 3 -5 -6 -7 -8 8 -10 10 11 -13 13 15 -16 17 -18 18 -20 -21 21 22 28 24 25 -27 -28 -29 -30 -31
leaf_value=-6.8728461391703296e-05 0.001148295872614311 0.0011340202512228183 -0.0021637346105818998 -3.5722343059217401e-05 -0.00023689718749907656 0.0012941923385391063 -0.0015874474448060866 0.0012274615305265758 -0.001907032581331402 0.0010388985605089094 -0.00077254813397129225 0.00054556895489102906 -6.4843613723822321e-05 0.00012988625056668441 -0.0016235415526433519 -0.00080311656946911161 -0.0020619174217656826 0.00016498557807805294 -0.00063761110681058756 0.00064625789409784732 0.001416941988515775 -0.0020854762353378219 0.0011435446532775699 -0.0012782884732573875 -0.0010821994883773829 0.0011589742345397317 0.00031615428440344347 0.0019259404181394262 -0.00054683961202445404 0.00065310948911309369
leaf_weight=18.183511978637398 2.1819325033575292 1.6692869383841813 0.67972893972910131 0.61155087690713117 0.92687923012999807 0.84645942924544115 0.64674273203126986 0.7711009896593265 0.56356772832077595 2.4951676321215919 1.6467952998355029 3.120561249088496 1.2885606167838006 0.40769406163053901 0.95371767767937843 1.1638693958957471 0.45854247305851459 1.1524638048504154 1.2831373810877256 4.4633901185588902 1.0261376224880203 1.1898340461775663 0.79146585904527433 1.269227044656873 0.83215231118083488 1.5960256526232113 0.83028195878978284 0.57738872285699461 0.7278107917518355 0.58280125795863569
leaf_count=1692 38 36 23 28 34 13 30 16 12 36 24 62 24 83 25 47 120 116 84 96 19 28 15 29 35 43 37 9 26 20
internal_value=6.84146e-05 0.000136264 8.09126e-05 -0.00115591 0.000735306 0.000130275 9.90062e-05 0.000134349 7.71838e-05 0.000116245 0.000416175 9.02497e-05 1.42934e-05 -3.11301e-05 -0.000727811 5.39905e-05 -0.00103035 0.000107707 0.000172655 0.000241787 7.1082e-05 -6.22246e-05 -0.000728759 0.000232028 -5.89186e-06 0.000441661 -0.000647742 0.000752756 0.000333765 -0.000367448
internal_weight=54.9378 36.7543 33.6455 1.29128 3.10881 32.3542 31.5077 30.861 29.1917 28.6281 7.26252 4.76736 21.3656 20.5945 2.24228 18.3522 0.866237 17.486 16.3221 15.039 10.5756 8.84574 2.70911 6.13663 5.11049 3.01098 2.09951 1.72985 1.51928 1.41495
internal_count=2900 1208 1136 51 72 1085 1072 1042 1006 994 122 86 872 856 49 807 203 604 557 473 377 252 69 183 164 98 66 125 41 55
is_linear=0
shrinkage=0.00196078


Tree=926
num_leaves=31
num_cat=0
split_feature=6 6 0 5 5 0 13 9 10 5 9 6 2 5 5 7 2 15 5 18 8 2 6 17 7 17 6 10 2 9
split_gain=0.151032 0.363141 0.1806 0.158929 0.199644 0.150296 0.390138 0.546092 0.640178 0.496089 0.449058 0.28722 0.319672 0.271395 0.305049 0.371575 0.305311 0.218507 1.03068 0.57775 0.522823 0.415749 0.296689 0.389997 0.38745 0.497141 0.209328 0.284154 0.376629 0.486467
threshold=13.665319288000001 13.775321858200002 97.835679825150024 20.950952025950006 20.410615048800004 87.181320254150009 115.02030419500001 197.89372115420002 62.837331883000012 21.269675393700002 184.56123852025004 16.425383776450001 217.08409765600001 20.206488238950005 21.042547594650003 22.620341628000002 317.41815758785003 31.385732506450001 19.812684199800003 14.445615684650003 8.2435668022500028 132.99388411665004 14.815346158200002 200.07083195085002 24.673428656250003 188.73286619890004 14.515339148550002 62.041548276350007 182.48209946165005 200.12618528045002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 13 10 -8 9 -9 -7 12 17 -3 15 -15 26 22 19 -19 -20 -22 24 -24 25 -12 -16 -28 -29 -30
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 11 -13 -14 14 16 -17 -18 18 20 -21 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.00011236948787548343 0.0012471153432407993 0.0011555552606927297 -0.00096087056695951683 -0.0010841170549058415 0.0015366932852837834 0.0017414900776582774 0.0019793205655869212 -0.0012803370317085686 0.0014083657354989616 0.00044057498506774054 0.00028311199919830022 -0.0012111524023020648 -0.0012685248254010306 -4.2286389581874913e-05 0.0016723391144986524 -0.0016383212621602214 -0.0015089376367200488 -0.0023551772595135616 -0.00065644655734273705 -0.00015189594643103682 0.0017722916500611523 0.00010589906597634056 0.0010276533746172375 -0.00035803325471566816 0.00063398024326417131 -0.0016142654109253501 0.00024009688747531952 1.1862455902820767e-05 -0.0022899546315366471 -0.00012109777457886236
leaf_weight=9.2228289481263293 1.1114374520257104 0.77408092340920376 0.59485022426815604 0.62305432565335728 0.29116605491435699 0.60598675448273098 1.0357281202450384 0.98631120286881957 1.5545687908306716 1.8557679364457724 1.1276489989831997 0.69503880559932518 0.64482451910953464 1.3645767681446188 0.31767551762459945 0.9521253176499157 0.46813782854815045 1.0009791554184619 1.0748005441273565 0.84286863895249542 1.2395841171965005 1.0746535995276643 3.2889306014403701 1.0240273224189875 1.754592388984747 1.003298684954643 12.213487389917193 4.5471757645809694 0.71997188184650418 0.88800408287352184
leaf_count=1253 34 18 36 66 15 21 18 17 32 36 32 23 71 27 7 25 48 27 35 38 19 29 59 39 55 44 551 160 44 21
internal_value=9.13824e-05 0.000140325 0.000112144 -0.00012473 -6.19016e-05 0.000126968 0.000246747 0.000698448 0.00039671 -0.000156648 8.71728e-05 1.93049e-05 8.0061e-05 1.49199e-05 -2.62025e-05 -0.00069823 5.50782e-05 0.000144805 -0.000168234 -0.001348 0.000473633 0.000998475 0.00034461 0.000698649 -4.83749e-05 -0.000610216 9.42606e-05 6.69686e-05 -0.000276565 -0.0010922
internal_weight=54.8982 44.7611 43.6497 10.137 9.514 43.0548 20.8096 5.43238 4.39665 2.84208 15.3772 14.7712 14.0762 22.2452 21.4712 2.3167 19.1545 13.4314 5.23289 1.84385 3.38904 2.31424 8.1985 4.31296 3.88554 2.13095 18.6863 18.3686 6.15515 1.60798
internal_count=2900 1566 1532 1334 1268 1496 595 103 85 53 492 471 448 901 883 52 831 377 148 65 83 48 229 98 131 76 783 776 225 65
is_linear=0
shrinkage=0.00196078


Tree=927
num_leaves=31
num_cat=0
split_feature=6 10 7 3 6 17 6 6 16 5 7 10 13 19 17 0 5 19 5 16 0 18 17 3 15 7 17 10 16 10
split_gain=0.107763 0.201884 0.208454 0.217219 0.205587 0.170449 0.200323 0.168005 0.147174 0.238463 0.138348 0.137223 0.127616 0.175075 0.146835 0.118445 0.32881 0.302523 0.297523 0.189768 0.161841 0.313379 0.271166 0.357972 0.371508 0.421765 0.287885 0.272028 0.271159 0.297941
threshold=10.715250360100002 67.316303128300021 24.052187734100006 77.478674861400023 5.0951190466500007 193.40041255380001 7.305170684150001 11.175261108200003 17.924958083650004 11.976288766350002 23.824098587650003 90.740838818900016 92.504467352450021 13.551093343600002 180.19381692845005 98.615332683000005 14.515626273450001 12.050972309250001 16.222050829800004 14.479966139550003 93.972365491700018 14.371157440600003 174.35320691475002 84.968719212850019 23.969938375100003 24.176224535650004 191.40027208745002 75.465019721650009 17.844958270700005 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 -1 4 8 10 6 -6 -2 9 11 -3 12 14 -14 -4 18 17 19 -9 -17 21 -20 -22 24 25 -24 -25 28 29 -26
right_child=7 2 3 -5 5 -7 -8 15 -10 -11 -12 -13 13 -15 -16 16 -18 -19 20 -21 22 -23 23 26 27 -27 -28 -29 -30 -31
leaf_value=-0.0017323870526097477 0.0009827323521238978 -0.0019954405194950106 -0.0019896653378398553 -0.002004617707360639 -0.00067817847079036306 0.001486182482610403 0.0010053876362359098 0.00088189982098906081 0.0014319147147723139 -0.0020077037782676188 0.0012511232983835477 -0.0014400681404210273 -0.0019916716647533886 0.0011320148104451324 0.00047215266068922489 0.00017369286902677145 -0.0011911693103365607 -0.0012483322470885929 5.7636782787754655e-05 0.0017976922216436555 0.00095030681646553639 0.00065453120812213918 0.00016952910247026906 7.2618449676385432e-06 -0.0020979014577763785 -0.0021153475362015286 -0.0020638400580022752 0.0014078601056936432 0.00024156291502341098 0.00039783837036214945
leaf_weight=0.31535037342109618 0.79063976259203528 0.20562214886012942 0.10012585851655043 0.30867252221651131 0.53484750119969227 0.58995024365140114 0.55233438056893647 1.7771394692827005 0.18288120254874218 0.30624765819811717 0.066877560486318544 0.27517829182124831 0.22984837877447706 0.098566744709387422 1.3368160748614171 0.91032053148955971 1.0438589409022823 0.41839717526454467 36.036467187524067 0.39740508608520031 0.70467147339513658 3.7319037027336881 0.57850558107020311 0.39861784459208116 0.4500500569265572 0.67070927983149886 0.73163803081115475 0.58004865702241648 2.8059061563835712 0.31097948737442493
leaf_count=35 41 100 37 65 36 19 15 53 11 56 10 305 65 6 145 67 131 49 1159 10 37 137 17 14 38 24 67 15 127 9
internal_value=5.92043e-05 -0.000212774 -0.000112687 -0.000451768 0.000380958 0.000637613 0.000177144 8.57244e-05 -0.000262287 -0.000394314 -0.00119866 -0.000152173 4.85799e-05 -0.00105416 0.000300614 7.19658e-05 -0.000322451 0.0002029 9.43644e-05 0.00066721 6.45862e-05 0.00011365 -0.000205245 -0.000330012 -0.000119847 -0.00105723 -0.00133341 0.000162525 -3.9989e-05 -0.00107807
internal_weight=57.4406 5.10332 4.78797 2.83834 1.94963 1.67713 1.08718 52.3373 2.52966 2.34678 0.2725 2.04054 1.76536 0.328415 1.43694 51.5466 2.76998 1.72612 48.7766 1.30773 46.9995 39.7684 7.23113 6.52646 5.3962 1.24921 1.13026 4.14698 3.56694 0.76103
internal_count=2900 905 870 690 180 70 51 1995 625 614 110 558 253 71 182 1954 257 126 1697 77 1644 1296 348 311 230 41 81 189 174 47
is_linear=0
shrinkage=0.00196078


Tree=928
num_leaves=31
num_cat=0
split_feature=19 2 12 0 3 16 18 7 4 17 13 5 17 7 7 6 6 18 9 6 0 13 17 15 7 19 7 0 0 15
split_gain=0.131626 0.131647 0.35722 0.151567 0.431456 0.419867 0.401945 0.706657 0.589312 0.692111 0.399933 0.364895 0.361258 0.279677 0.391599 0.277808 0.819917 0.437809 0.27161 0.482206 0.535849 0.472436 0.375008 0.334263 0.286411 0.27537 0.438662 0.398526 0.392452 0.311619
threshold=14.651182102100002 50.734033752200013 78.909246879600019 87.181320254150009 92.751805500450018 22.614947116400003 13.544020937350002 23.124786352450005 198.95919911430005 187.07782946595003 117.38883580790001 20.361635946650004 200.83528241485001 23.699538637550003 23.608704471050004 15.925372093750001 15.545363214900002 13.685220395000002 66.290220196950017 16.375382608200002 86.530713386650021 117.38883580790001 190.79973618785002 35.194695975650014 19.617375644250004 14.451165964200003 22.832271203950004 85.509099297050014 81.648473421750012 39.104631750950013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 -5 -10 15 -6 13 14 18 16 17 -8 -13 21 23 22 24 -21 -20 26 29 28 -27 -25
right_child=-2 2 3 5 11 -7 10 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.00060795397403841562 0.00048760588803624334 -0.0015735950324250166 -0.0014669745773689025 0.00157942896520945 0.001259542000465065 0.00083343106796997181 -0.0018985333258136725 0.0020298658003480305 -0.0017594530429744183 0.00050304455155255321 -0.0015953706146759805 0.00081860242776929935 -0.0016715878958511407 0.00068297151018061096 -0.0018185401945323514 0.00049994191966746366 -0.0022777190315307829 2.4840793971161928e-05 0.00081059334907759351 -0.0010139487911932437 0.0011553116237508596 -0.0022743870670568845 0.0018064178150438695 -0.00065345418589911916 -0.0020844643958802542 0.00060508236569363244 -0.00086666510856116101 0.00069157116270931866 -0.0018402064847070152 0.00050677308996700755
leaf_weight=1.5128864940779738 2.6073106413241467 0.53444206592393939 0.84307062008884059 0.80728382826783063 0.80342543479491979 2.8889292306266716 0.46469665503538138 1.0318703845114212 0.85337154855369624 1.3299763463437555 0.61586669669486482 1.2264897522400264 0.53906138902311695 1.8396027300041158 0.50721625844016571 3.7192742875777176 0.63334864238276978 21.818738195770493 0.20644999685464316 1.5103933718783071 1.3406165465712536 0.76396220271271886 0.26138430810533464 1.3065185321029256 0.3613195247562544 0.46771237393841125 2.8313984135602368 3.2761837355792522 0.54799266639747657 2.7918640243042319
leaf_count=34 61 23 23 17 20 62 32 14 49 22 13 46 24 43 12 80 16 1636 11 253 18 33 5 27 56 13 86 73 27 71
internal_value=5.66851e-05 3.71911e-05 2.18051e-05 3.71438e-05 -9.21459e-05 0.000118225 5.21584e-05 0.000630746 0.000148001 -0.000381263 -3.32436e-05 -3.58297e-05 -8.84501e-05 -4.40921e-05 -0.000120963 2.87518e-06 -7.77962e-05 -1.52691e-05 -6.99902e-05 -0.000139559 -2.38132e-05 -0.00116199 -0.000137057 -0.000147969 -0.00103178 -3.1411e-05 -0.000273137 0.000358886 -0.000714199 0.000136906
internal_weight=60.2427 57.6353 56.1225 55.588 21.4247 34.1634 31.2744 4.0225 2.99063 2.18335 27.2519 20.5816 19.7782 19.2391 17.3995 26.6361 22.9168 22.2834 16.8923 15.6658 14.0727 1.59312 0.829154 12.7321 0.56777 11.2217 6.92978 4.29189 1.01571 4.09838
internal_count=2900 2839 2805 2782 841 1941 1879 102 88 71 1777 818 798 774 731 1764 1684 1668 719 673 568 105 72 550 67 297 184 113 40 98
is_linear=0
shrinkage=0.00196078


Tree=929
num_leaves=31
num_cat=0
split_feature=19 5 5 5 6 17 18 7 6 4 16 0 13 16 18 5 18 3 3 0 19 2 12 7 9 5 5 6 15 14
split_gain=0.147665 0.130794 0.318782 0.222789 0.310526 0.45828 0.249864 0.495517 0.199708 0.425784 0.31385 0.472891 0.282128 0.269808 0.354907 0.325201 0.387068 0.603545 0.379394 0.372787 0.79254 0.387352 0.517537 0.482981 0.679943 0.309869 0.307856 0.491288 0.248203 0.246194
threshold=14.651182102100002 23.803605515150004 25.763052016400003 22.963361893800002 16.445384243750002 192.70224472390001 13.919698996450002 22.806258769100005 16.455384477450004 253.68334227400001 22.674946976100003 86.232294534150014 117.56896250265002 22.634947069650003 13.5308213324 22.382291025900006 13.809421053700001 89.805255389500005 88.727183679150016 86.280686780500005 14.251149826300002 141.08665706260004 200.90818438210002 22.995933042550003 185.04294426330003 21.042547594650003 20.361635946650004 15.065351999550002 35.885292828950007 181.81034871985003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 -5 13 10 11 -10 -11 15 -15 16 19 18 25 -1 21 23 -23 24 -21 26 27 28 -18 -13
right_child=-2 2 -4 4 5 -7 -8 -9 9 12 -12 29 -14 14 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00040830767998008125 0.00054659790552485119 -0.00079643027105520702 0.00018229504956602247 0.00060727679984008698 0.00011322164830978664 0.0017822040535229791 0.00080876480289642047 -0.0022579146797353264 0.00079987725154081275 -0.00210250105941958 -0.00089127387187297143 -0.00112516365783961 -0.00044597269035540261 7.5864938781942468e-06 0.0013236223867284234 -0.00076251350881481627 4.9833686538296409e-05 -0.0013241604748596462 0.0010868738739495275 0.00112190697558119 0.0015081764660983552 -0.002333342079310807 0.00058820373028433879 0.0013872227784115475 -0.0011613615438456307 -0.0016764608185556851 0.0013350874269695053 -0.0018597685491198951 -0.0016783730986701282 6.4799915185911132e-05
leaf_weight=1.5724540146384258 2.3426957950578062 2.3016935636542248 2.8809499404883354 0.46592168905044562 1.282505596871488 1.2481162819312883 0.59394415667338762 0.46235493011772633 2.5570893046096881 0.67924317013239466 1.2896862130146471 1.0314092289772818 0.94552842574194074 1.622723447158932 1.5312921255826948 1.8068540180611297 18.038791125420197 1.3255002374571621 1.2515720870142093 0.90055807604221705 2.5790262147784233 0.50403516026563 0.43371090530854417 1.2828427609056232 1.1314307767897842 0.42796631740929925 0.65177214844152231 0.5510429727146392 0.32526392742874932 1.8995245769619939
leaf_count=46 61 197 338 30 32 16 24 12 45 32 32 22 18 27 38 55 1473 37 47 29 36 27 42 18 17 36 28 35 19 31
internal_value=6.47416e-05 4.36712e-05 -0.000252372 7.53765e-05 0.000515429 0.000936373 -0.000184371 -0.000819814 3.51535e-05 -0.000236991 -2.08804e-05 0.000183662 -0.00113849 9.87842e-05 0.000646529 4.6086e-05 9.32523e-05 -4.04909e-05 3.95934e-05 0.000452464 0.000650591 0.000130498 -0.000982117 0.000445251 -0.000149439 -2.59609e-05 1.01389e-05 -3.55159e-05 1.92237e-05 -0.000353954
internal_weight=55.9175 53.5748 5.18264 48.3922 4.05284 2.53062 1.52222 0.928277 44.3393 8.40248 6.77771 5.48802 1.62477 35.9368 3.15402 32.7828 30.976 22.5719 21.2464 8.40406 6.8316 4.25258 0.937746 3.31483 2.03199 19.9948 19.5669 18.9151 18.3641 2.93093
internal_count=2900 2839 535 2304 114 48 66 42 2190 180 130 98 50 2010 65 1945 1890 1675 1638 215 169 133 69 64 46 1591 1555 1527 1492 53
is_linear=0
shrinkage=0.00196078


Tree=930
num_leaves=31
num_cat=0
split_feature=13 16 12 5 18 7 14 3 9 7 17 17 17 18 7 17 6 5 5 5 19 13 0 2 6 5 9 5 17 17
split_gain=0.124536 0.225203 0.16073 0.446115 0.133776 0.167092 0.166328 0.198067 0.162 0.177349 0.164736 0.129158 0.182282 0.101163 0.139178 0.124699 0.119432 0.098471 0.221103 0.192 0.201615 0.308044 0.186633 0.250566 0.158391 0.194717 0.220817 0.156608 0.270806 0.465703
threshold=95.99139754765001 14.274966618900002 216.11788648010003 2.7861270712500006 14.708525021850003 21.725272673150005 315.57679249195007 73.962171626800014 38.559541491950007 27.952168727600004 183.23782055230001 200.96259924040001 201.37020668845003 17.327266398450003 26.752366550650006 211.47438991805004 11.125259939900001 23.803605515150004 25.763052016400003 24.779543538450003 14.451165964200003 117.67112391160002 86.780739992750014 317.41815758785003 16.475384944750001 36.806659819600007 65.407743180450012 22.963361893800002 192.70224472390001 196.44284117250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 8 11 -10 -11 -8 -13 14 17 -15 -16 27 19 20 21 -19 23 24 -20 26 -26 -2 -29 -30
right_child=13 -3 4 -5 5 6 7 -9 9 10 -12 12 -14 15 16 -17 -18 18 22 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.001038326487013553 8.0092482690145305e-05 -0.0017692433518542384 -0.0014065406274280164 -0.0019856479832887405 0.0017933509736033227 0.0013961841394435934 -0.0019973006797977611 -0.0019957154880224622 0.0011703065516259256 0.0016829728275209522 -0.0019802315147918795 0.0019306481978755136 -0.0019833320428628036 0.0017710494470216747 -0.0020812752059351843 0.00020668080754680893 -0.00025122085170944123 -0.001617386507550242 0.0011077311804190701 -0.0013945860305947092 0.0004771175515804444 0.00051018610965283264 0.0016293673526812434 -0.0020257040455307772 -0.0021171747592434067 0.0018855405183283306 3.0563516829680578e-06 -1.5337441061679274e-05 0.0019447642211383657 0.00010953845196099125
leaf_weight=0.2966283716214092 40.41581829626557 0.36008531975676294 0.19280914395130855 0.51012957495095179 0.25270151521544892 0.30570587234979019 0.20689224542002171 0.2021233697014394 0.58634035583963851 0.067483213297236944 0.15701756420821766 0.10666015138849616 0.080105204113351647 0.30086142057552834 0.20267783020972174 0.56156925624236465 0.42376754063297994 0.6735426667846689 0.58341410674256744 0.76440791557979526 0.8573334056418388 0.42783189995680004 0.31686223065480579 0.20860638920521513 0.21358915307791937 0.18159106402890746 1.6307734366018847 2.16196529186709 1.0000250603770839 1.134923439734848
leaf_count=71 1335 66 37 275 13 17 87 43 28 17 77 3 50 13 26 39 32 64 44 85 40 15 12 36 14 10 234 75 15 27
internal_value=6.29552e-05 -0.00030497 -0.000127117 -0.000873795 0.000152046 0.000304975 8.53237e-05 -0.00019957 0.000101836 0.000602879 -0.0008791 -0.000930194 0.00025191 8.64521e-05 7.52337e-05 0.000752415 -0.00084331 8.66122e-05 -0.000152432 -0.000561154 -0.000235898 -0.000790925 0.000202611 4.21818e-05 0.000207499 -5.17406e-05 -0.00024248 0.00011793 0.000473822 0.000969171
internal_weight=55.3842 3.32468 2.9646 0.806758 2.15784 1.96503 1.71233 1.40662 1.2045 0.810841 0.224501 0.393658 0.186765 52.0596 51.1971 0.862431 0.626445 50.5707 5.85795 2.72312 1.95871 1.10137 3.13484 2.81797 2.60937 2.02595 1.84436 44.7127 4.29691 2.13495
internal_count=2900 784 718 346 372 335 322 305 262 122 94 140 53 2116 2064 52 58 2006 554 204 119 79 350 338 302 258 248 1452 117 42
is_linear=0
shrinkage=0.00196078


Tree=931
num_leaves=31
num_cat=0
split_feature=19 18 17 15 16 18 18 18 17 15 6 18 6 6 7 3 0 3 4 9 9 13 12 9 9 16 16 6 17 15
split_gain=0.0523858 0.101169 0.221766 0.0717249 0.157262 0.195553 0.209711 0.11251 0.100804 0.0971345 0.163505 0.24415 0.211731 0.10118 0.219674 0.15263 0.330193 0.362029 0.238658 0.266497 0.301461 0.250339 0.247659 0.225116 0.370344 0.222181 0.234863 0.221454 0.197982 0.167373
threshold=14.651182102100002 13.622618370000001 196.91396350930003 44.920183738100008 22.674946976100003 13.465147564100002 13.278511569200001 13.386548691950003 199.88268747760003 42.670190152050004 16.455384477450004 13.934548574650002 16.505385645700006 16.455384477450004 23.824098587650003 90.525762168450015 87.29692395375001 92.751805500450018 172.73046293330003 201.63419974125003 195.51131808980003 117.52594717255 98.870599058600007 186.67271206880002 185.90443620030001 22.624947093000003 22.554947256700004 16.575387281250006 166.83257850275001 23.214301336750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 6 -5 -6 -7 13 11 -11 -12 -1 15 -15 17 -17 22 20 21 25 27 24 -23 26 28 -19 -20 -30
right_child=1 -3 -4 4 7 8 -8 -9 -10 10 12 -13 -14 14 -16 16 -18 18 19 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.002855291812368941 0.039401812282010153 0.049586595865751898 -0.046171704716895509 -0.10163686717360756 -0.02188516855571775 -0.1041906024744413 0.048512866728498777 0.060536230313293173 -0.031456832189704943 -0.051020830150395262 0.080493102952012174 0.049062495562592935 0.0068139626740189559 -0.073936683572957101 -0.078051055153682714 -0.10754105983571847 0.070160422833384986 -0.054136910027699693 -0.10261606249726417 -0.097912272578728587 0.036947507448386575 -0.061182332784794763 0.080404202536923472 -0.070364270549864272 0.088882387709121893 0.10280367160649898 -0.11321487885742619 0.031024445406603027 -0.049663820013952656 0.058380943872269601
leaf_weight=28.198621882858788 0.66815854527521767 0.64427135966252524 0.55389479506993666 0.12494994494318123 0.31902936626647704 0.4148020962238661 0.36399697168417333 0.34442075155675411 0.35245978636703512 0.61282448493875497 0.71361596562201135 0.40471274940682633 0.86013938536052592 0.31590691849123498 0.44478395982878272 0.35360776633024205 0.57063417136669148 0.45904712990159147 0.12811183424446448 0.36523922189371649 1.0762364533729849 0.39996818458894257 0.58122361558343971 1.3161352165043352 0.27929195202887058 0.21606158465147007 0.17811563750728965 0.91199188738755765 0.19052725179767549 0.57935765250476834
leaf_count=2075 26 19 16 59 33 37 24 12 24 17 16 29 26 13 30 11 9 11 75 31 21 59 32 33 5 3 5 54 46 49
internal_value=0.00113518 0.0175209 0.000615677 0.000390682 -0.0184818 -0.0392823 0.0101422 0.0209027 -0.0707786 0.00131592 0.0200253 -0.0112139 0.0402236 -9.98575e-06 -0.00966748 -0.00582779 -0.00299879 -0.00893307 -0.00371425 -0.0158576 -0.00898988 -0.0240282 0.0257012 -0.0462343 0.000519902 0.0102628 -0.00831747 0.00251098 0.0124887 0.0316426
internal_weight=42.9421 1.86632 1.22205 41.0758 1.91966 1.25621 0.488947 0.66345 0.767262 39.1562 2.59129 1.01754 1.57376 36.5649 8.36624 7.92146 7.60555 7.03492 6.68131 4.72904 4.36381 3.28757 1.95226 1.9954 0.67926 1.29217 1.07611 1.37104 0.897997 0.769885
internal_count=2900 61 42 2839 189 144 83 45 61 2650 88 46 42 2562 487 457 444 435 424 327 296 275 97 97 64 178 175 65 170 95
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=16 15 3 3 16 13 16 19 3 2 0 5 14 8 16 13 13 13 12 17 16 12 18 9 16 2 7 6 10 16
split_gain=0.186831 0.292692 0.226219 0.382551 0.486856 0.421146 0.512805 0.756977 0.488929 0.321265 0.253654 0.23685 0.222895 0.429361 0.302096 0.23286 0.278455 0.243248 0.21337 0.207648 0.19308 0.253451 0.458119 0.573785 0.474956 0.333826 0.284466 0.279451 0.272995 0.272953
threshold=18.594956516900002 32.540328261750005 83.511574906150017 85.54673771085001 19.214955067100004 112.82921081865001 19.974953289850003 13.751109481500002 89.227236891450005 67.628418476450022 92.313586825200005 18.367178700250005 169.50964292540002 8.3434888241000014 18.484956774100002 108.36905878025001 107.97116697695002 108.93901190390001 94.472960382900013 177.83257937300002 18.324957148300005 207.71672397260002 15.974481919500002 202.13708171315002 15.474963812800002 175.40496222385005 26.153845577000002 13.475314848550001 76.763544998700013 17.654958715000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -2 9 10 6 7 -6 -7 -4 -5 -11 13 19 15 16 18 -17 -14 -1 21 22 23 24 -20 28 -23 -26 -24 -28
right_child=2 -3 3 4 5 8 -8 -9 -10 11 -12 -13 14 -15 -16 17 -18 -19 20 -21 -22 26 25 -25 27 -27 29 -29 -30 -31
leaf_value=-4.0557595995014251e-05 0.0010886505617026868 -0.0020149386551324353 0.0007673616924047499 0.00018814932883854838 -0.0015487285394014069 0.0011490642518232092 -0.0020640905549952813 0.00089497470790126038 0.0001308110595188466 -0.0020816512060244903 0.0015182248800262475 -0.0004437839425864696 0.001444980158714506 0.00091597811126099967 -0.002188291239983541 0.0019113849033809017 -0.0020322315040937206 -0.00010641314643395419 -0.0012573022799845519 -0.002107706381139413 0.0015334533986667322 0.00052941156451172559 -0.0020490462755814094 -0.0020721672775247031 -0.00039153175431868339 -0.0020143539350391728 -0.00061333025426785724 0.0012259933264465086 0.00066546442706025982 0.0017925557161771249
leaf_weight=0.25837829074953933 1.0100813640747208 0.29441627755295385 0.41775826388038595 0.85599983252177425 0.82732595449488133 1.9412933486164572 0.69365395209752012 1.1859894040971992 27.430318386115687 0.62879713322035946 1.5483937419485299 0.73767870466690511 0.40084455996474666 0.389378365885932 0.23304094183549828 0.51505186969734573 0.2550459985504866 0.41458851290235543 1.1902409636804776 0.67467496202152688 0.30531016306486058 4.1970230447241192 0.15159753692569289 0.95242309528111935 0.8744548704853512 0.22059913557495736 1.7926750836049903 0.77420822912245058 2.3579692642788359 0.20169828459620465
leaf_count=35 31 70 12 41 30 51 39 18 779 36 32 42 19 24 26 11 25 126 180 37 8 319 17 62 98 57 354 26 288 7
internal_value=9.656e-05 -7.74737e-05 0.000173376 0.000147884 0.000193692 0.000129907 -0.000610143 -0.000109209 0.000198112 -0.000737423 0.0010447 -0.00119746 -4.21736e-05 -0.000813527 2.65787e-05 6.19228e-05 -2.63571e-06 0.00101151 3.59393e-05 -0.00153528 -7.44656e-06 -4.44525e-05 -0.000314211 -0.000755217 -0.000313394 0.000298205 0.000239688 0.000368054 0.000501487 -0.000370014
internal_weight=53.7309 16.4536 37.2773 36.2672 34.483 32.0786 2.70697 2.01332 29.3716 1.78423 2.40439 1.36648 16.1592 1.32243 14.8368 14.6037 13.6741 0.92964 13.419 0.933053 13.0182 12.7129 6.52149 3.79133 2.8389 2.73017 6.1914 1.64866 2.50957 1.99437
internal_count=2900 1789 1111 1080 990 917 87 48 830 90 73 78 1719 96 1623 1597 1460 137 1435 72 1416 1408 728 366 304 362 680 124 305 361
is_linear=0
shrinkage=0.00196078


Tree=933
num_leaves=31
num_cat=0
split_feature=6 6 3 9 9 15 0 9 2 15 0 5 5 0 15 12 15 4 7 16 2 6 17 18 5 17 6 6 18 8
split_gain=0.0481835 0.29172 0.134072 0.234957 0.327922 0.296145 0.37554 0.288983 0.258557 0.258129 0.215608 0.390559 0.228272 0.128045 0.251672 0.593768 0.543697 0.408287 0.382853 0.36147 0.32517 0.308291 0.213259 0.17371 0.504635 0.440065 0.361278 0.516809 0.325848 0.309869
threshold=13.665319288000001 13.775321858200002 85.54673771085001 206.08249486475003 213.24207352880003 28.777417478550003 95.002044955650021 202.89977928865002 159.92742394165003 23.969938375100003 93.262612545250008 18.613387752550004 17.886193876600004 87.181320254150009 33.005488016050009 133.59172866980003 31.506101402100004 256.08338064055005 23.460228855750007 22.654947022900004 185.26507771735001 15.925372093750001 191.75198759630004 13.3584252364 21.042547594650003 191.89151741935004 16.375382608200002 15.675366252400002 13.400856420150001 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=-1 -2 3 5 -5 7 -7 9 -6 -3 12 -12 -4 23 16 -16 18 22 -15 20 -19 -22 -17 25 -25 26 27 -14 -26 -30
right_child=1 2 10 4 8 6 -8 -9 -10 -11 11 -13 13 14 15 17 -18 19 -20 -21 21 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.0060928487818970294 0.060922426822949384 -0.055325168185108846 -0.07064592191472889 -0.084660884046743934 0.050200465536886542 -0.10539322317521922 0.025516619743554316 0.071108880046253153 -0.067216775728884584 0.0249201006314239 0.069189736003157615 -0.030004453115246313 0.034300429368651894 0.050248699977000294 0.099402738996421561 0.010516796423893568 -0.078684434339318862 0.07945472450175492 -0.03912749649444227 0.10136761963315927 -0.042426960316706619 0.032752792481190493 -0.048894601928069249 -0.11080369880466966 -0.079660468581789434 0.056113710446508917 0.0037991982011503183 -0.11164422130624814 0.013309219032742618 -0.053906339887529998
leaf_weight=7.6383034853988638 0.83917070087045331 0.61545795235724643 0.42992972474895097 0.91676057758013463 0.47118790209060535 0.50071005642530497 0.38967639577458613 0.74793432094156731 0.31153528469440062 1.1496896501630542 1.2315358016639937 0.58570701099233691 0.38225502333262429 1.2419001934904361 0.87474473193287838 1.1595471045002343 0.87261521955952037 0.66042890702374357 0.78048702646628942 0.63292395975440729 0.97827570402296293 1.2328530657105146 1.2614722771104423 0.51702092852792603 0.5555769708007573 1.4555823366681568 8.8359161435821516 0.66429329195307218 3.8505673627669239 0.8345077797785051
leaf_count=1334 34 21 12 82 24 54 27 17 40 35 33 30 43 37 16 18 20 15 35 24 31 36 24 24 23 46 549 46 125 45
internal_value=0.00110268 0.0026739 0.00124218 -0.0137065 -0.0440724 0.00145634 -0.0481007 0.0190144 0.00346668 -0.0030592 0.00386915 0.0372189 0.00164275 0.00280281 0.011983 0.0224953 -0.0127101 0.011142 0.0157563 0.0329596 0.0178817 -0.00050919 -0.0204395 -0.00240341 -0.0165488 0.00477988 -0.00278105 -0.0583375 -0.00725 0.00133675
internal_weight=42.6186 34.9803 34.1411 5.10295 1.69948 3.40347 0.890386 2.51308 0.782723 1.76515 29.0381 1.81724 27.2209 26.791 9.69525 6.80025 2.895 5.9255 2.02239 3.50448 2.87156 2.21113 2.42102 17.0957 5.75767 11.338 9.88246 1.04655 5.24065 4.68508
internal_count=2900 1566 1532 300 146 154 81 73 64 56 1232 63 1169 1157 256 164 92 148 72 106 82 67 42 901 217 684 638 89 193 170
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=16 16 9 16 13 3 18 0 13 15 0 13 3 8 16 7 16 5 10 5 5 9 9 0 6 9 9 14 8 13
split_gain=0.045961 0.205528 0.380685 0.174761 0.235779 0.234634 0.427484 0.239731 0.210592 0.182317 0.175744 0.31237 0.337665 0.197604 0.162897 0.358232 0.169985 0.196991 0.190339 0.293777 0.220768 0.489373 0.520973 0.230953 0.242763 0.177634 0.171984 0.161245 0.339026 0.219437
threshold=18.594956516900002 18.384957008000004 187.38923140910003 19.214955067100004 109.72404167800001 85.54673771085001 15.042884401850001 92.313586825200005 109.23743075635001 28.777417478550003 93.442739239950015 112.82921081865001 89.227236891450005 8.1436447804000007 20.784951395750003 22.620341628000002 20.874951185300002 19.500380888400006 64.654729579150015 20.206488238950005 21.197160116700001 197.19111486365003 190.24759545780003 87.29692395375001 16.355382140900002 186.67271206880002 181.61255275325001 169.50964292540002 8.3434888241000014 108.61908538635001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 -3 5 8 6 9 -7 -5 -2 11 13 -13 -6 15 -14 -16 -18 19 -19 21 22 -21 24 -22 26 -26 28 -1 -29
right_child=3 2 -4 4 10 7 -8 -9 -10 -11 -12 12 14 -15 16 -17 17 18 -20 20 23 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.085100590728455036 0.0065916026334529032 0.069664170557444074 -0.10688640832116761 0.0067405045074277947 -0.0014381144822260801 -0.00057909140129252547 0.042306996892065719 0.075631174267240503 -0.10504009649194451 -0.10556523255053324 0.050716437308268796 0.049536941967493198 0.0077206629318672913 -0.076137189821936568 0.048638542956030595 -0.10060389887845061 0.069984297498452155 0.058780348503053748 -0.045578268559713996 -0.0362401402856573 -0.047588827657680133 -0.065722259704175334 0.061358534907942422 0.039030077265341516 -0.0076819925665811313 -0.0017409741790677124 0.05381469324565457 -0.0012634434151798488 0.051824030012856862 0.062247011357371998
leaf_weight=0.58833996747580108 0.22260354040190866 0.16624461099127152 0.46026484459798667 0.29402486863546329 0.61415471695364121 0.63546412138748554 0.83427689387463033 1.1777660252992062 0.39492189240991138 0.41539825568906963 0.71813498612027515 1.4805020182393516 0.78640701010590663 0.83643117494648322 0.76408223545877518 0.49900615308433771 0.40122176217846828 0.85070820152760163 0.90577490162104268 1.2239167029038105 1.0015221436915442 1.562850334565155 0.98877114336937655 1.6879534432664502 0.71892363077495147 9.9553305629106017 1.2376459160805096 9.6007106489287217 0.26107173140917439 0.57670375709403821
leaf_count=63 10 22 74 17 13 41 38 32 28 41 23 48 70 41 18 10 12 23 20 31 46 40 21 48 31 368 41 1482 13 135
internal_value=0.00101122 -0.00432365 -0.0600386 0.00306926 0.000412161 0.0248422 -0.00481468 0.0489225 -0.057335 -0.0664329 0.00192873 0.000555583 0.00327213 -0.0445108 0.00023924 -0.0343317 0.00232565 0.000602376 -0.000780279 0.00133007 -0.00132944 -0.022884 0.00737322 0.00424402 -0.000302977 0.0036727 0.0312183 -0.0011581 -0.043016 0.00233538
internal_weight=41.8611 11.6533 0.626509 30.2078 26.9223 3.28551 1.47228 1.81323 0.688947 0.638002 26.2333 25.5152 24.0646 1.45059 22.5841 1.28541 21.2987 20.5346 20.1334 19.2276 18.3769 3.77554 2.21269 14.6014 12.9134 11.9119 1.95657 11.0268 0.849412 10.1774
internal_count=2900 1789 96 1111 949 162 89 73 45 51 904 881 827 54 779 80 699 681 669 649 626 92 52 534 486 440 72 1693 76 1617
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=19 18 17 2 12 6 15 3 5 2 15 6 6 16 5 16 6 5 19 4 5 5 2 2 10 13 6 18 8 9
split_gain=0.0492916 0.0954634 0.166178 0.0719416 0.167513 0.0941968 0.145841 0.206636 0.217991 0.158306 0.126374 0.169532 0.15174 0.143714 0.231006 0.233537 0.129967 0.164554 0.302816 0.160468 0.184181 0.184085 0.146458 0.24843 0.141227 0.133129 0.154453 0.28603 0.477277 0.246624
threshold=14.651182102100002 13.622618370000001 196.91396350930003 50.734033752200013 78.909246879600019 16.705390318750002 34.279674133750014 94.92945658615001 30.372394345600004 56.184788788300004 45.169600924000008 16.505385645700006 16.625388449550005 22.674946976100003 24.301614351200005 22.614947116400003 16.585387514950003 22.963361893800002 14.451165964200003 288.82295348255008 23.442459712300003 23.881206071300003 144.32995034690001 125.31286365695001 61.86411003975001 117.69263157665002 16.455384477450004 13.278511569200001 8.3434888241000014 193.75542554275003
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 9 -8 -9 -7 12 13 16 14 -12 -16 17 24 19 22 -21 -22 23 -19 -6 26 -26 29 -29 -28
right_child=1 -3 -4 4 5 6 7 8 -10 -11 11 -13 -14 -15 15 -17 -18 18 -20 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.026389490089459969 0.034383226748030037 0.04886308459876014 -0.040785532058525503 -0.071228708925190398 -0.054273782077068337 0.10201343194554696 0.063116619179368116 -0.081204983585242321 0.035769043711086308 -0.07376293499093528 -0.10385758244420773 -0.10458227044911479 0.053134381756191867 0.058159303440828009 0.040921345086382815 -0.10335483279235154 -0.05276861240388641 0.048104231689374888 0.070145485841770466 -0.085824837780410723 0.068231598495304968 -0.032873949935065573 0.042714365018547265 -0.10701203552227811 0.0028382427986342967 0.067558929365362272 -0.024316274405614593 0.0044476425688474343 -0.10819036135664216 0.037863823835308563
leaf_weight=1.0199627801339364 0.65164815983734914 0.62018666096264485 0.536020077241119 0.33213780244113777 0.4766121659222361 0.055884018540381386 0.34960520430468001 0.37963951972778887 0.27451868163188919 0.6160181065715733 0.28967416387604206 0.24223298934612092 0.57809170676045951 0.22992123426956823 0.44952691977050563 0.14950696628147853 0.43614771430202282 0.21560501438580093 0.9672957258298992 0.33663824792893116 0.27688709282665513 0.51507738437430817 1.2140822959554496 0.19813173408329021 25.423902229465064 0.29395333491265674 1.5094888638705009 0.74064256047131471 0.76447124860715121 1.1046776524744926
leaf_count=34 26 19 16 23 22 1 14 34 12 214 29 40 30 20 40 36 21 28 24 16 12 47 55 18 1951 6 34 22 32 24
internal_value=0.000917112 0.0170634 0.000457958 0.000177003 -0.000518871 9.77341e-05 -0.0230845 0.00105259 -0.0321166 -0.0591431 0.00116455 -0.0287341 0.00232535 -0.0123095 -0.0305408 0.00491288 0.00147333 0.00216837 0.0220068 0.00511376 -0.0238632 0.00247463 0.0252041 -0.0261784 -0.000268568 0.0005941 -7.21969e-05 -0.0180352 -0.052763 0.00195939
internal_weight=41.2482 1.80785 1.18767 39.4403 38.4204 38.0882 1.67567 1.00376 0.654158 0.671902 36.4126 1.36086 35.0517 1.11863 0.888708 0.599034 34.4736 34.0375 3.72372 2.75642 1.1286 0.791964 1.62782 0.413737 30.3137 29.8371 29.5432 4.11928 1.50511 2.61417
internal_count=2900 61 42 2839 2805 2782 275 60 46 215 2507 165 2342 125 105 76 2312 2291 200 176 75 59 101 46 2091 2069 2063 112 54 58
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=7 7 7 7 18 18 7 7 18 7 15 2 0 9 13 8 4 17 16 10 18 5 7 5 9 17 10 2 18 5
split_gain=0.0457755 0.243244 0.157959 0.334784 0.151882 0.197943 0.138095 0.266003 0.218602 0.243871 0.216521 0.169624 0.137605 0.407096 0.256012 0.234566 0.340431 0.262556 0.341566 0.418512 0.238535 0.177806 0.146521 0.36948 0.3503 0.252107 0.301339 0.564706 0.428519 0.358345
threshold=24.390191290350007 24.575790737200006 24.252468908850002 24.176224535650004 14.322090334300002 14.255915995100002 23.974509389900003 23.903127120600004 13.954623666350001 23.789355599150003 30.505324983850006 73.935594769650024 86.530713386650021 201.2906445504 117.47217800995001 8.543332867800002 194.78797560380002 195.76335783930003 20.784951395750003 68.579878449600017 13.601370067700001 20.206488238950005 22.296968840150004 21.495293572000005 201.78065190905002 195.24502669890003 61.987779113750001 145.11127223590003 13.086509421050001 22.963361893800002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 12 11 -10 21 14 15 16 20 18 19 -18 -14 -1 -23 -24 25 26 -25 -28 -29 -30
right_child=1 -3 -4 -5 -6 -7 -8 -9 10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 23 24 -26 -27 27 28 29 -31
leaf_value=0.051909630467457085 -0.052472587353951716 -0.00012187949291016573 0.037984848346589314 -0.083464360219938194 0.027152007059185492 -0.065772445893694034 0.035435861041976206 -0.067292327082455597 -0.068791253577375922 0.05414442216242437 -0.10548295378892443 0.022764298263643016 0.085534583628093672 0.070460440308063962 0.038122991637759056 -0.050465680670852602 -0.08601989681916368 -0.079374454383105295 0.04064062391406098 0.023634790027116201 0.0036199973193702033 0.0099720836375293657 -0.055106055387370158 -0.036034163668605818 -0.070306735189695851 0.042457644548868433 0.061350578722943208 0.073363886438777989 -0.094739498567734032 0.021362881681900935
leaf_weight=0.53248224749771367 0.96865865214931446 10.600774718712726 1.231041116057894 0.45741784916390216 2.3422470516743479 0.44236967460892529 1.1576613993092895 0.57215364277362724 0.32880454656333202 0.92956530157243733 0.35358129083761014 0.52619558576589043 0.68722554233681676 1.0383477816358206 1.6323498282581566 1.0120952706784008 0.74441138900147119 0.53991056232189283 1.0540145039558408 0.65371083671925589 0.73644553785561584 3.5599247629215816 1.7550055594183485 2.0383183501762687 0.70994975409121241 1.3292609769123371 1.3485875777842014 0.32935176701266744 0.78735030462848932 0.40135072378870973
leaf_count=16 77 1265 55 33 229 25 39 14 14 20 21 43 23 27 34 18 58 14 20 64 21 427 51 81 51 40 32 27 22 39
internal_value=0.000819169 -0.00450498 0.00292642 0.00138506 0.0027942 0.000530272 0.00171495 6.08498e-05 0.00173429 0.00402732 -0.039664 -0.0124449 0.00179722 0.0119974 0.00339911 -0.00704368 0.00290877 -0.0162441 -0.0023441 -0.0347494 0.0431613 -0.00466062 -0.00711778 -0.0141114 -0.00375078 0.00382858 -0.00664004 0.0142606 -0.0275726 -0.0555389
internal_weight=40.8006 11.5694 29.2311 28.0001 27.5427 25.2004 24.7581 23.6004 23.0282 21.8197 1.20858 0.855 20.8901 8.09851 7.06016 5.42781 4.41572 2.99205 2.45214 1.39812 1.42367 12.7916 12.2591 8.69918 6.94417 6.23422 4.90496 2.86664 1.51805 1.1887
internal_count=2900 1342 1558 1503 1470 1241 1216 1177 1163 1085 78 57 1065 279 252 218 200 156 142 122 44 786 770 343 292 241 201 120 88 61
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=5 5 2 5 15 10 2 5 7 7 6 15 5 17 2 19 3 3 9 6 4 5 2 15 18 17 18 6 6 15
split_gain=0.0459453 0.1326 0.125997 0.135711 0.180382 0.160901 0.208067 0.127956 0.111417 0.203439 0.133508 0.141356 0.102116 0.102195 0.117834 0.100709 0.0965148 0.0830022 0.216515 0.207622 0.184104 0.117523 0.450948 0.106198 0.123902 0.404912 0.330731 0.313928 0.412961 0.204123
threshold=23.606333875400001 23.524801812050004 357.36576196840008 26.225713454500006 43.132842597400007 61.917879202350001 217.08409765600001 24.301614351200005 21.725272673150005 20.778835947700006 15.710367070250003 20.742056627150003 29.040033326300005 164.23677531195003 127.74713841330002 14.451165964200003 103.44111502715002 93.964300117300013 190.24759545780003 16.525386113000007 193.80606919430002 22.963361893800002 173.31297745125002 42.133814420300006 13.278511569200001 187.98346801990002 13.042786209850002 16.455384477450004 16.565387047600002 41.211223942950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 -2 -6 7 -7 9 10 -5 -12 16 14 -14 -8 -13 21 19 20 -19 23 -23 24 25 26 -1 29 -29 -26
right_child=2 -3 -4 8 5 6 15 -9 -10 -11 11 12 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0084392966027669221 -0.083973610646820157 0.066203154887613982 -0.093855172564655656 0.088020301617328697 0.025494192117370935 -0.10609978989690848 -0.028598685941707631 -0.0049091571712998397 0.06221289387943927 -0.10325864398500531 -0.10544272857360207 0.010151715377708544 0.086060706736837772 0.051724684831303769 -0.10238049978987979 0.046370579255484913 -0.10264220284992352 -0.11014166650239504 -0.082347035898433729 0.040457848301447642 0.026063049417373169 0.075484459989044739 -0.02546505998975759 -0.040654280110142382 0.00074248534825696773 0.040149457514611825 -0.06156678553429739 -0.070113278304298962 0.013516514250109489 0.063525922414211011
leaf_weight=2.7039209554714065 0.3828334281886322 0.31842439109459419 0.16722950167104489 0.21129062399268139 0.81497585657052729 0.40928140199684981 0.40226602250913857 0.17988636739119102 0.38997838442264754 0.16302036518754892 0.11149831104012253 0.19099987492882042 0.049402780645323219 0.59539557536209031 0.10107341302500572 0.32311305476468988 0.12584504477126757 0.23324558356762171 0.4220731269524548 0.59839230123907328 0.17272793907250161 0.92961543845012673 0.84448732673263294 0.60084887674747633 21.742516576353417 3.1263960655778646 0.89928691514069203 1.429736362100811 1.0058534142153801 0.53048265399411221
leaf_count=80 105 11 31 9 32 33 38 40 50 24 33 10 11 53 42 20 63 20 27 18 24 20 30 36 1842 72 24 58 32 12
internal_value=0.000743053 0.00196176 -0.00864065 -0.00543894 -0.0207773 -0.00941617 -0.0310594 -0.075204 0.0144399 0.00240888 0.0148419 0.00167398 0.0129125 0.0331161 -0.0405134 0.00479564 -0.034648 0.00138128 -0.0222477 0.00300829 -0.0521912 0.00237809 0.0274317 0.000990792 0.00178672 0.013816 -0.00903279 -0.00148956 -0.0355757 0.00223782
internal_weight=40.1761 35.558 4.61809 4.45086 2.51236 2.12952 1.31455 0.589168 1.9385 1.54853 1.38551 1.17421 1.06272 0.745872 0.150476 0.725379 0.316845 35.2396 1.42644 1.00437 0.405974 33.8131 1.7741 32.039 31.4382 6.7296 3.60321 24.7086 2.43559 22.273
internal_count=2900 2306 594 563 268 163 131 73 295 245 221 212 179 106 53 58 73 2295 89 62 44 2206 50 2156 2120 176 104 1944 90 1854
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=6 13 19 10 10 9 5 13 13 6 0 6 6 19 13 3 18 3 8 17 2 7 5 3 6 13 19 10 2 3
split_gain=0.0441899 0.170261 0.101988 0.0950436 0.134538 0.118777 0.0895324 0.0487447 0.329212 0.244357 0.188545 0.374095 0.22192 0.31525 0.216814 0.291479 0.267761 0.244539 0.172884 0.279932 0.323768 0.240333 0.229788 0.167889 0.159614 0.136424 0.218044 0.178348 0.223408 0.393216
threshold=5.0951190466500007 92.504467352450021 11.750948102400001 89.264875305300009 90.740838818900016 22.956698556650004 7.7286379265000011 117.38883580790001 117.47217800995001 16.425383776450001 87.29692395375001 16.355382140900002 16.415383542800004 14.351157895250003 117.60122400020002 93.431985407450014 13.042786209850002 93.82450029455002 8.4434108459500017 187.45953903175004 164.41964690330002 23.124786352450005 22.000536998450006 94.507368659650012 16.515385879350003 115.25151159420001 14.551174033150001 62.837331883000012 167.29597799085005 91.851172026750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 25 9 -9 11 -10 -13 14 16 -16 -14 -17 19 -15 -21 -22 -20 -19 -24 26 -2 28 29 -27
right_child=7 -3 -4 4 6 -7 -8 8 10 -11 -12 12 13 18 15 17 -18 23 22 20 21 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.02542910295614061 0.0019739813440615948 -0.1008614231695167 0.045712643322848412 0.055006651348502106 -0.10055424472184869 -0.10170210514223532 0.10094801312909395 -0.085749819703407143 -0.081279174814555571 -0.00723168638509223 0.051751440663509021 0.04252531476439065 0.0073086120779289679 -0.038657672213127992 0.062489114982067565 -0.077067865757382156 -0.093055619392245201 0.050602153458972988 -0.043994304311620443 0.064650230586071153 -0.064494274483555228 0.028688547967934408 0.040578848923921315 -0.046538406278949312 -0.0087929804635805391 -0.1209509743544037 -0.077678396530599755 0.04833581492503275 0.025362518321017904 0.015341602562866914
leaf_weight=0.10805204432108328 19.237259501230263 0.20617621612836945 0.31922376104921568 0.25491736218464212 0.1229190701906191 0.22975518097518943 0.026871034875512123 0.7888742924114911 0.55365772997174367 0.79658729791844962 0.71852173563093025 1.2580012026774046 0.38791625268458874 0.58242644547135602 0.45174311008304346 0.61054732115007915 0.8445584408036666 0.41351986529298301 1.1110968573484572 1.7677605575881901 0.4107210005604427 0.84877192237763666 1.0496640424717045 0.31227637931442587 1.7406814908099475 0.33706317096948568 0.34992544021224503 1.4806914122309534 1.8293089850158137 0.56907511884855921
leaf_count=13 1555 146 51 24 224 81 1 28 32 22 22 37 17 18 9 22 43 22 39 41 32 27 40 70 87 4 14 53 81 45
internal_value=0.000664633 -0.0177038 -0.00155562 -0.0218773 0.0108095 -0.0610375 -0.0644065 0.00127033 -0.00326858 -0.0462998 0.00195459 -0.000944146 0.00282848 -0.00191327 -0.029196 -0.00695291 -0.0614664 -0.0304274 0.00905833 0.0248309 0.0370458 -0.0016984 -0.00553476 0.00880709 0.00977957 0.00406334 0.00055099 0.0203809 0.00524897 -0.0353562
internal_weight=39.7186 1.26791 1.06174 0.742515 0.404707 0.337807 0.14979 38.4506 14.6473 1.58546 13.0619 12.3433 11.7897 10.5317 3.02056 1.78809 1.23247 1.33634 7.51112 3.60968 3.02725 1.25949 3.90144 0.725796 2.79035 23.8033 19.5872 4.21614 2.73545 0.906138
internal_count=2900 540 394 343 249 94 225 2360 608 50 558 536 504 467 183 123 60 114 284 118 100 59 166 92 127 1752 1569 183 130 49
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=9 13 18 5 19 6 6 2 6 0 2 6 18 19 5 15 15 10 12 0 6 7 16 6 13 6 12 9 7 0
split_gain=0.107943 0.215899 0.245193 0.220809 0.28925 0.225026 0.339294 0.250754 0.26601 0.334389 0.216549 0.180382 0.611571 0.198586 0.327325 0.198573 0.189189 0.439261 0.268683 0.180644 0.273528 0.247371 0.290417 0.38008 0.321463 0.395494 0.310224 0.291971 0.279916 0.456438
threshold=181.61255275325001 98.238948544700023 17.327266398450003 13.361597395450001 12.350996516100002 13.665319288000001 13.775321858200002 187.03662689815005 12.26528657645 97.013011637200023 69.280267125550012 14.185331438000002 15.150044688000003 12.651020723000002 17.239531617500003 23.969938375100003 28.566186095050004 70.284360904350009 97.055914627000007 85.716110573100011 16.545386580300001 22.580174331950005 22.624947093000003 16.545386580300001 117.38883580790001 15.925372093750001 101.62436419600002 191.07475275385002 24.390191290350007 93.679323555450011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -10 -11 12 -8 -13 -15 -14 18 19 -16 20 -18 -21 24 -24 25 27 -27 -23 -29 -30
right_child=1 3 -4 5 -6 6 11 -9 9 10 -12 13 15 14 16 -17 17 -19 -20 21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.00013181923065729316 -0.0020180914130142418 0.0017620714348199138 -5.255769791902891e-05 0.00081011530576442228 -0.00017935500341266554 0.0012481351669503705 -0.0020877334702237866 -0.0012445225001805336 0.0014659356732970581 0.0003763583953303966 -0.0020158457711620466 0.00096708841083215764 -0.00048147545964638138 -0.0011815605703485385 -5.3676583523067809e-06 0.0010566149842169217 -0.00086339950793955353 -0.0013900497975613229 0.0013277990273547939 0.00075534374315967476 0.0001514551573546748 -0.0010534274202717347 0.00070536747307940793 -0.00067581516703350104 -0.00031879482704642837 -0.00053613822424872888 0.00092734664660262909 0.00049236218287071769 -0.001850939297141515 0.00031560250999225606
leaf_weight=9.0675156646511805 0.38552761882965458 0.70577769121155032 0.66473482536457595 0.82436317054089092 0.50699271669145674 1.0345664625056077 0.61462688155006517 0.96732871003041498 0.20903973979875445 0.20166884537320584 0.52221773384371772 1.0857901410781767 0.64454608480446018 0.73218018922489037 1.1258817629422986 0.6463095432263799 1.6323252069851211 0.73937743781425425 1.2013985941011922 2.7807495617307749 2.7266816788105643 1.0338691823417372 5.1838436096877549 0.89882308732194349 6.9912331899395204 0.66380336042493571 3.4571061465248931 2.6836856756126508 0.62394969837623626 0.93273596500512213
leaf_count=1184 96 20 177 37 41 32 38 84 6 13 56 32 19 37 35 26 104 113 39 51 115 18 129 21 162 14 91 54 26 30
internal_value=6.23668e-05 0.000103874 -0.000774061 0.000126162 0.000950468 0.000101268 0.000140867 -0.000442779 -1.4469e-06 -0.000718569 -0.0013494 0.000109395 -0.000477889 0.000141837 0.000115016 0.00028862 0.000144069 0.000102752 0.000682845 0.00014003 -0.000228579 0.000203665 0.000135389 0.000501273 -4.27401e-07 0.00023648 0.000691606 -0.000119122 0.000108676 -0.000552789
internal_weight=51.4887 42.4211 1.05026 41.3709 1.21277 40.1581 37.4335 2.72462 1.75729 0.932926 0.723887 36.3989 1.90548 34.4934 33.4076 1.29086 32.6755 30.3482 2.32728 29.6088 4.35901 25.2498 22.469 6.08267 16.3864 9.39515 4.12091 5.27424 4.24037 1.55669
internal_count=2900 1716 273 1443 61 1382 1186 196 112 75 69 1154 83 1071 1039 45 1002 928 74 815 219 596 545 150 395 233 105 128 110 56
is_linear=0
shrinkage=0.00196078


Tree=940
num_leaves=31
num_cat=0
split_feature=19 8 17 16 18 8 19 3 18 3 8 10 16 13 0 18 16 8 2 18 2 15 15 10 16 17 10 6 8 10
split_gain=0.0445391 0.0913165 0.0655873 0.284525 0.29582 0.171732 0.13786 0.180688 0.325446 0.171246 0.131587 0.137888 0.167046 0.310979 0.172707 0.251083 0.164125 0.243716 0.118025 0.136864 0.0986112 0.123027 0.222152 0.168677 0.268706 0.119674 0.213133 0.296713 0.345353 0.313508
threshold=14.651182102100002 8.6432548896500023 201.37020668845003 22.644947046300004 14.163996107200001 1.7486353823000003 14.451165964200003 88.727183679150016 14.481714598550003 90.025708956200006 8.543332867800002 68.579878449600017 18.684956306450005 103.58091484995002 100.67200315280002 17.383654746850002 17.654958715000003 7.1444245619500011 325.75432260090003 14.117867417450002 309.73785348360008 44.34858359035001 43.376643616500012 61.917879202350001 22.604947139800004 193.73902333365001 61.960894532450006 16.455384477450004 8.4434108459500017 62.132955852800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 18 4 -4 -6 7 8 -7 -9 11 -10 13 14 -13 -16 17 -17 20 -20 21 22 25 -23 -25 -1 -27 29 -29 -28
right_child=1 -3 3 -5 5 6 -8 9 10 -11 -12 12 -14 -15 15 16 -18 -19 19 -21 -22 23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.0022598475854581227 0.035481771849038349 -0.01184028111557324 -0.067421768809247176 0.076480797010063245 -0.10088488957855135 -0.12536314508477397 -0.057826328662739179 0.086333098813187847 -0.086542896584141327 -0.00092907935427757643 -0.062298916554074768 0.045909980889433426 0.04050449445845853 -0.085863818080784568 -0.10197160771058045 0.042265395360160121 0.10084939686816288 -0.10122549638472983 -0.1038196301068048 -0.0020606922551011115 0.054503059645970964 0.014970936848597741 0.061919405160503517 0.0061824185079343208 -0.10413642827460656 0.077541335676207676 0.07782003721169517 0.017473196542415512 -0.082008087170808541 0.0092335734971060023
leaf_weight=19.084050547165379 1.0160055739688676 0.68116250546881918 0.89042874974529596 0.3678803453221916 0.18158721432700975 0.21761055459501255 0.4079001270874868 0.45457709417678405 0.15382968843914646 0.44507912656990811 0.30718788223384752 0.80209480211488038 1.1782156756744369 0.4001419502601492 0.25484503259212943 0.30208135199791286 0.16616768203675747 0.19463454061951779 0.2258818132977457 0.31859815315146989 0.36303478539957623 0.60139852525025961 0.63711797754513 0.40746434538414178 0.48192657849267562 0.46714619605336238 0.74586680298670938 0.67534835590049602 0.72206774749793112 6.2597595819352136
leaf_count=1374 27 34 34 21 137 9 26 22 9 21 33 58 52 78 59 56 8 85 50 70 44 33 19 36 92 16 16 15 27 339
internal_value=0.000641853 0.016489 -7.12836e-05 -0.0090238 -0.0139724 -0.0052653 -0.00197951 0.00269189 -0.00646364 0.0431626 0.000419157 0.00600032 0.0103166 -0.00646095 0.0120133 -0.0176124 0.0148194 -0.0139605 0.00187127 -0.0442762 0.00269657 0.00207136 0.00353164 -0.0259349 -0.0535951 0.0022009 0.0117981 0.00814329 -0.0339304 0.0165358
internal_weight=39.4111 1.69717 37.7139 6.72426 6.35638 5.46595 5.28437 4.87647 3.97681 0.899656 3.7592 3.45201 3.29818 2.11997 1.71982 0.917729 0.662884 0.496716 30.9897 0.54448 30.4452 30.0821 28.5914 1.49079 0.889391 27.9542 8.87019 8.40304 1.39742 7.00563
internal_count=2900 61 2839 708 687 653 516 490 447 43 438 405 396 344 266 208 149 141 2131 120 2011 1967 1806 161 128 1787 413 397 42 355
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=0 9 6 8 5 3 7 10 3 6 3 9 9 17 18 19 9 6 18 6 6 16 10 13 18 13 6 4 6 6
split_gain=0.0463966 0.13958 0.251119 0.200855 0.128525 0.243841 0.180949 0.178559 0.102222 0.0967766 0.152565 0.306419 0.17825 0.155079 0.142873 0.243435 0.212209 0.158671 0.117862 0.137116 0.303475 0.232644 0.225271 0.201027 0.449073 0.274829 0.272749 0.258231 0.149546 0.475287
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 30.133297129900004 94.92945658615001 22.446731871300006 61.928633034850002 93.82450029455002 18.080422446150003 93.58791597905001 193.60452210450003 196.26893085885004 187.73134645290003 13.340835220050002 14.351157895250003 193.75542554275003 16.705390318750002 13.373311100250001 16.555386813950005 16.525386113000007 22.644947046300004 62.057679025150001 117.38883580790001 13.482409244300003 117.30011668960002 16.405383309150004 232.62504358260003 15.925372093750001 15.545363214900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -4 -8 9 10 14 13 -13 -12 15 -2 -17 18 -16 20 21 23 -23 24 -20 26 28 -25 29 -26
right_child=8 2 4 -5 -6 -7 7 -9 -10 -11 11 12 -14 -15 17 16 -18 -19 19 -21 -22 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.0012529110628676193 -0.00045902202388439724 -0.10421136603166006 -0.056858254707233727 0.095652214116188211 0.047119769281459598 -0.082517038780905008 0.062906656421916174 -0.031733248460646131 0.036482844583762261 0.047581385037854841 -0.10628538022451493 0.058909799092247708 -0.026404925935550601 -0.030928675696737101 -0.042534747941592795 0.071800820793211206 0.007890036097450915 -0.075461483171989224 0.073570057849095469 0.041143961476596179 -0.10821171536771695 0.094832606126579941 0.0075182172589560716 -0.087612246973115301 -0.0014813882324605909 0.076203802013219593 -0.11283947696953039 -0.011565988821901813 0.025837529267639534 -0.096536505232165629
leaf_weight=2.1849364686812573 3.1345680977101464 0.34918659604591118 0.37519595153571594 0.23709929024334986 0.30782960256328795 0.49164559289783927 0.51994701800867915 0.32332925852824701 0.83227264741435547 0.44014363363385101 0.45204838830977612 0.48091954638948653 0.49899914499837905 0.6898386549364659 0.63762410607888043 1.1733790226280691 0.93235081499733485 0.28242311661597241 0.84172943123850785 0.82288600574247439 0.25814344082027574 0.50060588819906005 0.72113231080584228 0.55321938637643997 15.565831221951168 0.44867291301488776 0.22338263737037678 2.3154780956974719 1.7817415300523851 0.54442111344542432
leaf_count=369 112 40 18 10 14 72 21 36 22 15 19 17 25 30 16 23 21 17 30 19 12 20 32 14 1711 10 9 69 58 19
internal_value=0.000573338 -0.0086439 -0.0259126 0.00823338 -0.0123638 -0.0230711 0.00091496 0.0266198 0.00186665 0.00100146 0.000377538 -0.025557 0.0154654 -0.0607608 0.00216779 0.0172065 0.0435031 -0.00092301 -8.81305e-05 0.00101309 -0.000377102 0.000807634 0.0432952 -0.00152278 0.00212981 -0.00110943 -0.00302429 -0.0262313 -0.00165324 -0.00469363
internal_weight=38.921 4.78917 2.36713 2.42204 2.01795 1.71012 1.21847 0.843276 34.1318 33.2995 32.8594 2.12181 0.979919 1.14189 30.7376 5.2403 2.10573 25.4973 25.2149 24.5772 23.7544 23.4962 1.22174 22.2745 19.4058 18.564 18.1154 2.8687 17.892 16.1103
internal_count=2900 580 201 379 161 147 75 57 2320 2298 2283 91 42 49 2192 156 44 2036 2019 2003 1984 1972 52 1920 1837 1807 1797 83 1788 1730
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=0 9 6 8 5 3 10 18 17 6 9 12 7 0 6 19 15 15 9 6 16 17 9 13 9 7 17 2 3 17
split_gain=0.144382 0.222362 0.380504 0.2953 0.202566 0.371323 0.301395 0.210701 0.16305 0.161288 0.285239 0.361929 0.379563 0.311767 0.382121 0.292241 0.239798 0.620279 0.23417 0.249703 0.326332 0.333935 0.369375 0.356094 0.271016 0.287026 0.267096 0.233328 0.219779 0.463488
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 30.133297129900004 94.92945658615001 61.928633034850002 13.117211680300001 166.15778932085001 14.815346158200002 181.61255275325001 133.01805689090003 23.124786352450005 86.232294534150014 16.445384243750002 14.651182102100002 32.895435401150003 30.416602988400005 191.62448690950001 16.515385879350003 22.624947093000003 199.01194954300004 205.20707599510004 117.38883580790001 200.80358209610003 24.252468908850002 194.30849344835002 86.011634045550025 93.249170254600017 189.57010944335005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -4 -8 -7 -2 -11 13 28 27 16 18 17 -15 -14 20 21 23 -23 26 -22 -26 -20 -12 -13 -30
right_child=9 2 4 -5 -6 8 7 -9 -10 10 11 12 15 14 -16 -17 -18 -19 19 -21 24 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-4.2408413125795459e-05 -6.1053797582272227e-05 -0.0020884103842319156 0.00058978381118545179 0.001842359443432763 0.0008185788380926847 -8.3272670043336666e-06 9.338048669570284e-05 -0.0020848479340838466 -0.0020799720682543816 -0.00093171121358172739 0.0016889283677177592 -2.8505413352553011e-05 -0.00097651254394662138 0.00097705920137435964 -0.00051394836011094754 0.0014011874112389653 0.0014430027284433762 -0.0008103831599777882 0.0016118878020261313 -0.00056450596515439161 0.0017277705922781872 -0.0010165688462551181 0.00035756582605631288 -0.00019118209092960786 -0.0002633134744761347 0.0013015273853057708 0.00031033004197916525 0.00053056147384977618 5.0383278186617881e-05 -0.0017200569887576113
leaf_weight=3.4924530773314468 16.433658118735366 0.52555011324511758 1.1596268563298515 0.35179359919857223 0.53040118605713349 0.18979401310207311 0.32502112385373028 0.35966649583133403 0.63397157232975587 0.85263503614987968 1.3317377222701927 2.9177091456949737 0.65007381560280642 2.1245225591119383 1.6106949629611333 0.78728853282518763 1.0073723196983335 1.1506987600587306 1.2195111596956834 1.3309492923144706 0.99644015170633826 1.6186813575914132 1.4048011009726904 1.7734534251503644 0.98168945556972154 0.83308144006878138 1.2052878208924083 1.3425098415464161 1.1283624158240857 1.1457958703831534
leaf_count=369 1666 40 30 10 14 9 19 26 63 21 21 46 16 51 39 14 16 26 20 42 21 42 66 38 22 24 27 23 36 43
internal_value=4.93716e-05 -0.000200728 -0.000542204 0.00013007 -0.000288143 -0.000508153 -1.92864e-05 -0.00105084 -0.00160267 9.25404e-05 0.000184617 0.000220452 6.25108e-05 0.000552154 0.00030019 0.000243876 0.000606389 0.000349069 0.000168036 0.00023351 0.000339373 0.00011874 -0.000378104 0.000476555 0.00090616 0.000455036 0.000964926 0.00110741 -0.00038467 -0.000841623
internal_weight=51.4152 7.56828 3.72403 3.84425 3.19848 2.66808 1.84431 0.684688 0.823766 43.847 27.4133 26.5607 17.9931 8.56754 5.89329 12.8013 4.28259 3.27522 12.014 11.3639 10.0329 7.22173 3.02348 4.19825 2.81121 1.81477 2.4248 2.67425 5.19187 2.27416
internal_count=2900 580 201 379 161 147 75 45 72 2320 654 633 457 176 132 332 93 77 318 302 260 193 108 85 67 46 47 44 125 79
is_linear=0
shrinkage=0.00196078


Tree=943
num_leaves=31
num_cat=0
split_feature=10 10 10 13 5 6 4 16 19 0 7 8 9 6 2 0 6 6 18 7 18 18 16 13 17 6 5 9 9 9
split_gain=0.148598 0.374197 0.265274 0.434507 0.399994 0.396753 0.29224 0.259228 0.904966 0.381303 0.336758 0.30449 0.483456 0.258249 0.250624 0.263351 0.256166 0.486364 0.33601 0.605605 0.269485 0.304834 0.279493 0.745265 0.248217 0.241007 0.244398 0.479099 0.48203 0.227604
threshold=70.343506983200015 70.73871032835001 62.837331883000012 115.63864956495001 19.915533535850003 15.365359009150003 292.63970905640002 19.214955067100004 13.751109481500002 92.313586825200005 20.778835947700006 8.1436447804000007 197.89372115420002 15.785368822600002 45.36220315740001 94.550383989750017 14.755344756250002 14.515339148550002 14.752187928300001 24.005763052250003 14.827897399500001 15.008481731450003 18.714956236300004 104.27722550570002 169.61846646075003 15.745367888000002 21.042547594650003 196.16158123080001 190.24759545780003 202.37225149245003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -6 7 9 -9 10 -4 -10 13 -13 -3 24 17 18 19 -17 -20 -22 23 -23 -16 -7 27 28 -27 -14
right_child=1 14 3 -5 5 25 -8 8 11 -11 -12 12 29 -15 15 16 -18 -19 20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016919068653517898 -0.0020190098323814424 0.0019198846841109081 0.00094451358826743315 0.0013492188633351084 -0.001691142451474902 0.0012658774737175284 -0.00055359421447154287 -0.0015992405415812174 0.0012887930741790361 0.0010763787555081832 -0.0012824563650593532 -0.00075273008828319961 0.0014248665846079813 0.00035869631049789214 0.00086182656865848336 5.5668990802001645e-05 0.0012073534537802649 -0.002042877784614225 0.0014454966203418301 -0.002107332377982878 -0.00207551569177076 0.00012730492973417844 0.0009926697928893005 -0.0020151903959901023 -0.0020589622316871583 -0.00095698978260021813 4.3868603619089751e-05 -0.0016481659096427308 0.00093682203528466952 0.00033566195742991612
leaf_weight=0.51949629435694333 0.38124580678413877 0.24366767378524201 0.47064436359505524 1.4302722550928582 0.5514036988097385 0.55717179502244363 1.6758820953891689 1.0308644794858972 1.1477917358279226 3.0409634870302398 0.58626569579791976 2.06716400384903 1.1875295881181958 1.3151549152098594 0.14777036434497759 1.3610583430272485 0.61392865152447562 0.47232237822027023 0.55181773082585905 0.78451714444963716 0.25539166072849084 9.3889082500745609 1.1823513326235104 0.66866532608401108 0.46037507828441449 1.030949788168076 18.833643165523426 1.0235078630503265 1.0359669085592029 1.9467952165286986
leaf_count=17 56 4 59 33 30 15 120 32 15 58 43 31 16 24 9 85 17 42 13 49 30 1022 29 70 101 24 753 26 18 59
internal_value=5.71836e-05 -9.89929e-05 0.00012255 0.000318241 -9.55533e-06 -4.79314e-05 0.000216328 0.000317187 0.000125577 0.000723765 -0.000290782 0.000357564 0.000193545 -0.000320572 -5.36139e-05 -8.38824e-05 -3.3517e-05 -8.54641e-05 -2.03229e-05 -0.00073522 0.000106999 4.27462e-05 9.0877e-05 -1.51362e-05 -0.00134925 -7.62795e-06 -3.99924e-05 -0.000551058 -7.78541e-06 0.000748339
internal_weight=55.9635 16.512 39.4515 15.8993 23.5521 23.0326 14.4691 12.7932 8.6953 4.09787 1.05691 7.66444 6.51664 3.38232 16.1308 15.8871 15.279 14.665 14.1927 2.14558 12.0471 11.4953 11.2399 10.0576 0.608145 22.4812 21.9241 3.09042 2.06692 3.13432
internal_count=2900 1527 1373 490 883 866 457 337 177 160 102 145 130 55 1471 1467 1357 1340 1298 134 1164 1151 1121 1092 110 836 821 68 42 75
is_linear=0
shrinkage=0.00196078


Tree=944
num_leaves=31
num_cat=0
split_feature=6 0 9 16 9 5 5 15 17 18 6 2 5 6 18 18 8 17 10 15 13 5 13 13 17 2 18 6 6 3
split_gain=0.169941 0.313591 0.323131 0.373038 0.437942 0.47887 0.584161 0.710574 0.353414 0.352151 0.268566 0.324222 0.282984 0.264968 0.244747 0.524027 0.303333 0.259363 0.242801 0.491007 0.376693 0.499085 0.226682 0.322331 0.432713 0.393928 0.296498 0.235044 0.315119 0.303742
threshold=14.815346158200002 86.530713386650021 184.56123852025004 22.614947116400003 197.89372115420002 21.377246852200006 19.915533535850003 31.385732506450001 191.27887671285004 13.5308213324 16.375382608200002 116.16618105335002 21.495293572000005 16.285380505300001 13.24392582145 13.086509421050001 8.6432548896500023 187.45953903175004 62.837331883000012 40.128253618400009 112.82921081865001 18.553574773300003 107.97116697695002 109.51703040195001 205.63493178080003 190.89843378335004 14.561733809950001 13.665319288000001 13.775321858200002 82.234557294150008
decision_type=2 2 2 2 2 2 2 2 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 10 -3 4 5 6 7 -4 -6 -5 13 -12 -13 -2 15 17 -16 -14 19 -10 21 -20 27 24 -24 -25 -27 -1 -29 -30
right_child=1 2 3 9 8 -7 -8 -9 18 -11 11 12 14 -15 16 -17 -18 -19 20 -21 -22 -23 23 25 -26 26 -28 28 29 -31
leaf_value=-0.00012202243457939754 -0.00020737500662544852 0.0018076009983333974 0.00024099194684583933 0.00023915128696835148 0.0014329798562830551 -0.0013733111992436501 0.0010334264325225502 -0.0017789724534586332 -0.0012304495359422914 0.0015638851110880315 0.00041739206097479996 -0.0016519961632998849 -0.00034976939316783178 -0.0020755898539113471 0.00048963754584770982 -0.001638372073318476 -0.00088187230651448514 0.0010210237113589796 0.00079879560788868994 0.00068397313916780385 0.0011277735632095414 -0.0012716687269172318 -0.0017480884423619015 0.00097786215226079807 0.00032877509985961158 -0.0018816646017350046 0.00033495698258696288 0.0013146730516233648 -0.00054062363510730524 0.00058900052038580932
leaf_weight=10.216308131943153 0.79490970852930576 0.57549983559875073 1.918272139562758 1.4921218184754246 1.2473080139607189 1.1514756951946763 1.5172089077532289 1.0285491216927765 1.0157952239969747 1.5974378632381556 5.6402717340961308 0.47941162413917382 2.2135584029956581 0.46123387494662893 3.3346884667116683 1.0474412908952215 0.76157730228442222 0.69800500981182256 1.0503908742684873 1.0449218256399033 2.1425471901893616 0.77999064058531065 1.221589335924363 0.9283482036553321 0.56366073031676922 0.4878668028395623 0.44237920954765286 1.1182339219376434 1.54080984153552 2.2537883425393375
leaf_count=1308 70 13 40 24 24 25 25 20 31 42 211 17 244 32 107 52 40 36 35 18 55 47 126 18 21 21 21 32 59 86
internal_value=8.98143e-05 0.000176717 0.000364102 0.000312136 0.000165531 -0.000245905 4.49037e-05 -0.00046405 0.000482855 0.000924097 -2.43947e-05 5.26096e-05 -0.000188462 -0.000893351 -0.00010136 -0.000449015 0.000234647 -2.11417e-05 0.00028644 -0.000259709 0.000569722 -8.35029e-05 -5.82847e-05 -0.00049732 -0.00109236 7.42351e-05 -0.000827548 4.74566e-05 0.000399891 0.000130313
internal_weight=50.7656 31.9926 16.5615 15.986 12.8965 5.61551 4.46403 2.94682 7.28095 3.08956 15.4311 14.175 8.53468 1.25614 8.05527 3.959 4.09627 2.91156 6.03365 2.06072 3.97293 1.83038 18.773 3.64384 1.78525 1.85859 0.930246 15.1291 4.91283 3.7946
internal_count=2900 1208 399 386 320 110 85 60 210 66 809 707 496 102 479 332 147 280 186 49 137 82 1692 207 147 60 42 1485 177 145
is_linear=0
shrinkage=0.00196078


Tree=945
num_leaves=31
num_cat=0
split_feature=15 13 7 19 13 2 12 6 5 3 14 16 8 12 15 4 6 3 14 15 16 9 12 7 7 15 5 18 13 15
split_gain=0.0471219 0.114035 0.10316 0.0533364 0.0924687 0.0571409 0.146442 0.102505 0.111301 0.118713 0.157312 0.0737731 0.0761009 0.230694 0.0978677 0.091215 0.238195 0.338483 0.186573 0.313471 0.295025 0.183847 0.420567 0.196634 0.26973 0.211734 0.204325 0.176717 0.36195 0.330711
threshold=46.574831689400007 117.61735474900001 23.539316666200005 14.651182102100002 117.62273166525001 50.734033752200013 78.909246879600019 16.705390318750002 23.721757872050002 101.23926781830001 169.50964292540002 22.764946765650006 8.7431769115000026 121.97235442175001 39.466660082200001 241.03469907380003 16.525386113000007 93.915907870950022 255.20937898730003 41.863529088250004 22.654947022900004 185.50567866740002 150.89336347300005 22.169188248350004 22.509653697550004 33.349666957650008 13.697488545350001 13.512826932300003 117.57433941890001 31.385732506450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 -7 11 -9 -10 -11 12 15 -14 -15 21 18 -18 19 -17 -20 22 23 -8 -25 26 -26 28 -23 -29
right_child=1 2 -4 4 -6 6 7 8 9 10 -12 -13 13 14 -16 16 17 -19 20 -21 -22 27 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.02415401657386199 -0.07948407354872028 -0.053962679775982028 0.033384650723428187 0.039553551562204602 -0.0094644935435132353 -0.068631385230727593 -0.085835589482813612 -0.060938692283654096 0.027125713491351414 0.048887563109079678 -0.10115441116885347 0.050440276589281047 -0.041426698865559511 0.067750715823340052 0.011222573908884592 -0.055868894143506764 -0.10687265195426493 0.005767601334844559 -0.0021637084318678408 0.043592483954637343 0.056889025875518764 0.047156450945181866 0.05582751499699308 0.016376959629340635 -0.07129826059155378 -0.11576975569919981 0.093486513849056263 0.014349568181392942 -0.0095611666813824221 -0.028725186923858836
leaf_weight=0.98704583646030997 0.24914968776192736 0.21348749707613024 0.36876783962361515 0.92508883960544952 0.65898342127911747 0.31033613458566733 0.62046394172421759 0.55593405546824104 0.5040256368995415 0.10478864812830579 0.20973994715473054 0.30458310712128778 0.43007286647116316 0.7133971378461863 0.53668040357297286 1.3567757896926185 0.53877321018080582 0.52843812712853833 12.109934264195541 0.41343192105705373 0.90955981565639454 2.9535561718512318 0.60782311566072156 0.90842623106436782 0.18737760203475773 0.38635117653757334 0.12574184965342283 5.9806843434043895 1.8175516817718742 2.5391110674245283
leaf_count=34 76 38 18 26 28 23 104 37 39 21 168 8 19 29 20 113 26 32 1290 15 38 76 32 29 71 8 5 347 49 81
internal_value=0.000684215 -0.022868 0.00135822 0.00119649 0.0191618 0.000419801 -0.000237265 0.000363279 -0.0264092 -0.0029579 -0.0511663 0.00144658 0.0010033 0.0217478 0.0434822 -8.64279e-05 -0.00547204 -0.0510979 -0.00217972 -0.0326397 0.0019618 0.00520896 -0.0179042 -0.0380158 -0.0195629 -0.0662391 -0.00512434 0.0101412 0.0255499 0.00151222
internal_weight=39.0561 0.831405 0.582255 38.2247 1.58407 36.6406 35.6536 35.3432 1.37449 0.818554 0.314529 33.9687 33.6642 1.68015 1.25008 31.984 15.8569 1.06721 14.7897 1.77021 13.0195 16.1271 2.83618 2.22836 1.6079 0.699471 0.313119 13.2909 4.77111 8.5198
internal_count=2900 132 56 2768 54 2714 2680 2657 265 228 189 2392 2384 68 49 2316 1514 58 1456 128 1328 802 249 217 113 84 76 553 125 428
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=16 19 10 17 13 7 7 7 16 4 18 10 15 6 17 15 19 3 7 17 17 16 2 17 10 13 17 17 7 19
split_gain=0.129039 0.261364 0.239152 0.170778 0.145572 0.194883 0.323356 0.0977369 0.203504 0.187663 0.223422 0.286495 0.18297 0.201658 0.1789 0.408774 0.234147 0.228837 0.334595 0.149812 0.186492 0.144471 0.137022 0.261413 0.207062 0.26157 0.18413 0.283478 0.623482 0.200808
threshold=11.934972090850001 10.650859343850001 90.740838818900016 237.45530840880002 95.870416931800023 27.577198718850003 20.562096111400006 26.709562027450005 13.804967718000002 368.42487879595006 17.383654746850002 80.468240302450013 17.382777826050003 5.0951190466500007 171.14418113535001 22.332985174250002 11.750948102400001 87.114108800950007 20.179048202600004 174.35320691475002 173.06150329755005 17.614958808600004 45.36220315740001 179.88087463185005 70.77903720030001 114.65467388920001 181.49225329600003 183.58889821140002 22.426784932800004 12.751028791950002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -9 10 11 -10 -2 -14 15 -15 -16 -17 -19 20 -18 -11 -21 24 25 -24 -25 28 -28 -29
right_child=7 3 -4 -5 -6 -7 -8 8 9 21 -12 -13 13 14 16 17 19 18 -20 22 -22 -23 23 26 -26 -27 27 29 -30 -31
leaf_value=0.0015278840274923365 0.00076538407976530301 -0.0019945670906833229 -0.0019757226702307078 0.00059973649313922782 0.001533359652238204 0.0010230124839964089 -0.0016259183160160175 -0.0019957923745886354 -0.0016519774091229918 -0.0020029146612568212 0.0012539649137183761 0.00080031107632436334 -0.0014054301739070615 -0.0017367398766714155 0.0011663260611216235 0.0017473992120650187 0.00017372723149311408 0.00021237326547241371 -0.0022322825719470413 0.0010876182341568153 0.001770742197019238 0.0003985094645567916 0.00094399443531606789 0.0011232670977483223 -0.0021057229049697606 -0.001333813423954301 0.00042857733235173102 0.00053062575257857266 -0.002162132076870161 6.8181421901822699e-05
leaf_weight=0.17534433475520861 1.588394036579756 0.49144389924367704 0.19763091581717152 0.12171695902725332 0.30173757435113646 0.41357148347015027 0.43522937399757211 0.2481376834330139 0.36319832858862333 0.29043879074743006 0.53219221923791338 0.36949980020290241 0.34476933799305598 0.65904356717146528 0.81998502867645484 0.26700023679586582 0.72028603129183355 1.1981491312108117 0.26238904264573637 0.52153708366677065 0.46108741441275924 0.1441066030820366 0.35737928812159114 0.66814390069339324 0.3503314299887279 0.42353122375789098 0.77217389081488252 4.0434279121691352 0.66448273124660773 33.6887435563076
leaf_count=8 99 176 238 32 16 31 108 79 29 50 26 20 145 98 30 11 31 144 43 13 19 13 18 22 22 38 22 146 30 1143
internal_value=7.32429e-05 -0.000398593 3.64654e-05 -0.00147958 0.000336394 -1.62602e-05 -0.000720211 9.3504e-05 -0.000337064 -9.48706e-05 0.000287037 -0.000415288 0.000111043 8.85573e-05 9.97846e-05 -0.000422907 0.000128467 7.83105e-05 -0.000226815 0.000108523 0.000797039 -0.00120654 8.89188e-05 7.62051e-05 -0.000853264 -0.000291388 0.000102599 8.51884e-05 -0.000769678 0.000117738
internal_weight=51.8951 2.13667 1.52351 0.613161 1.32588 1.02415 0.610574 49.7584 1.94757 1.69944 1.26489 0.732698 47.8109 46.2225 45.8777 2.38658 43.4911 1.72754 1.46054 42.6711 1.18137 0.434545 41.4898 40.9682 1.13124 0.780911 39.837 39.1688 1.43666 37.7322
internal_count=2900 609 401 208 163 147 116 2291 217 138 75 49 2074 1975 1830 296 1534 198 187 1504 50 63 1454 1441 78 56 1363 1341 52 1289
is_linear=0
shrinkage=0.00196078


Tree=947
num_leaves=31
num_cat=0
split_feature=6 0 9 2 5 7 13 9 18 10 2 14 13 14 9 13 17 17 5 16 16 9 7 8 0 7 0 10 17 2
split_gain=0.124976 0.239885 0.257721 0.255745 0.426145 0.25075 0.327849 0.235166 0.2727 0.705012 0.233672 0.226946 0.220278 0.310344 0.380383 0.35657 0.281063 0.253064 0.221892 0.214479 0.245094 0.37416 0.459025 0.301927 0.237066 0.212267 0.231034 0.419184 0.347866 0.271443
threshold=14.815346158200002 86.530713386650021 188.53841931785004 100.60547560250002 21.495293572000005 23.031046061850002 114.07934384930002 192.33792147965002 13.954623666350001 62.837331883000012 189.76529655395004 186.41884102645002 107.97116697695002 161.53444867420004 200.41824001715003 109.51703040195001 209.52161856205001 188.07781354100004 17.450855014100004 18.324957148300005 15.919962772200003 191.87997069285004 27.698174638300006 4.9461400813500012 95.762878606550018 23.903127120600004 88.76213363490001 66.697957758300021 200.83528241485001 122.26439358135001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 -3 -2 -5 6 -4 -7 9 10 -9 -6 19 -14 15 18 17 -16 -15 20 -1 23 -23 -22 -21 -10 -27 -28 -29 -30
right_child=1 2 5 4 11 7 -8 8 25 -11 -12 -13 13 14 16 -17 -18 -19 -20 24 21 22 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0001028828495042678 0.0003340271279286485 0.001164481235601949 -0.0010859053479423469 -0.0016501161183757346 -0.0022395001804184043 -0.000456294911068298 0.00041245716361089921 -0.00018086050397363491 -0.00063693222799197252 0.0017699072502892993 0.00083954232019048814 -5.894569795209047e-05 -0.0021131674771076095 0.00079914895331537723 0.0006560254032945865 0.0015867792222902899 0.00051037650718301758 -0.0015006582774750065 -0.0020139463932754001 -0.00028695638972340204 -0.00053826929545339728 -0.0020220666996313649 0.00059924764889194031 0.0013010701309259453 0.0013628730409463209 -0.00048804514370320948 0.0013924256791132462 0.00053063032630699058 0.00012998950067142606 -0.0020903788572091296
leaf_weight=10.526813735567886 4.8407340442445301 1.2382887031417364 1.1751390802091912 0.73604874484590155 0.18717595812631671 1.2893676105886687 1.0750537663698194 2.0388569305650877 1.0816470412537453 1.7596909599378703 1.4958629254251716 9.3578055772809403 0.40553884138353113 0.20026497542858146 0.24684671428985927 0.64108359266538173 0.50007502373773594 1.3707796762028008 0.23349492458510213 0.52712673757923656 0.95779914500599195 0.95429999823681988 0.35141627061238978 0.53463803324848413 0.91799086605897173 1.0973041486577129 1.4182179598137734 2.0269205546937887 0.42895840271376062 0.41792083749896847
leaf_count=1118 178 29 25 25 38 26 18 31 31 32 33 568 23 7 14 16 20 94 33 28 154 116 27 12 30 33 44 45 17 35
internal_value=6.62787e-05 0.000140916 0.000304084 -3.7589e-05 -0.000212561 0.000234471 -0.000370047 0.000338669 0.000425789 0.000755812 0.000250965 -0.000101706 -6.23894e-05 -0.000497439 -0.000292198 0.00065782 -0.000774381 -0.00117155 -0.000715153 4.35912e-05 -3.42212e-05 -0.000550015 -0.00131657 0.00012064 0.000761075 0.00015577 0.000314867 0.000520141 8.96697e-05 -0.000965725
internal_weight=50.0332 31.665 16.5432 15.1218 10.281 15.3049 2.25019 13.0547 11.7654 5.29441 3.53472 9.54498 18.3682 3.59808 3.19254 1.07484 2.1177 1.61763 0.43376 14.7701 13.325 2.79815 1.30572 1.49244 1.44512 6.47097 5.38932 4.29202 2.8738 0.846879
internal_count=2900 1208 399 809 631 370 43 327 301 96 64 606 1692 207 184 56 128 108 40 1485 1427 309 143 166 58 205 174 141 97 52
is_linear=0
shrinkage=0.00196078


Tree=948
num_leaves=31
num_cat=0
split_feature=12 19 18 7 3 13 2 17 7 3 16 19 19 15 18 16 16 18 17 3 18 10 15 16 6 2 4 2 17 15
split_gain=0.0485321 0.127686 0.250533 0.193752 0.145923 0.129454 0.0727201 0.0695069 0.0718103 0.0684325 0.067275 0.214908 0.186615 0.0793273 0.253415 0.145728 0.240318 0.0983694 0.110813 0.117933 0.151943 0.253316 0.115805 0.134607 0.166872 0.111977 0.104178 0.184352 0.218755 0.265468
threshold=322.29449443480007 14.351157895250003 14.643918747750002 26.185885009700005 92.913112988300014 82.390487865700024 296.01432942755008 209.52161856205001 22.765858321950002 81.968399939250006 11.934972090850001 10.650859343850001 10.250827068050002 17.382777826050003 16.255760498500003 13.734967881700001 12.149971588050002 17.140917755100002 213.85098605320005 76.884525614550014 15.556223714900002 75.645146416450004 20.609775022200004 15.164964537700001 13.565316951450002 173.78410684300005 309.48890441440005 229.52120806975003 199.14656950540004 26.135540888150004
decision_type=2 2 2 2 2 2 2 2 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 7 -3 -5 10 8 -4 -8 11 12 -1 14 -12 16 -15 18 19 -17 21 26 -22 -24 -25 -20 -21 -28 29 -29
right_child=1 4 3 5 -6 -7 9 -9 -10 -11 13 -13 -14 15 -16 17 -18 -19 25 20 22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.07627144979923875 -0.086912887585633633 0.055670404152870015 0.067688180968160344 0.019196564348889666 -0.033411084903193909 -0.091464464659321509 0.00095432381622899019 0.089803291293572618 -0.031788737320713606 0.083152258640001087 0.05290115353150672 -0.10115456002959942 0.046322903279686273 0.064224005585183361 -0.055304694706128421 -0.059412109866081669 -0.090632248923403269 0.040216382097041987 -0.10216918093850642 0.0034965514045300463 0.057501856847474588 -0.063853460553222996 -0.042547521744748233 -0.019531273722958178 0.069196081883286562 -0.00050661773605421379 -0.063085544774736033 0.048104117695612618 0.037565507310902191 -0.067127955233782177
leaf_weight=0.18155943336796454 0.5171298286988979 0.45239610497083038 0.13123879046179354 0.1741757957606751 0.30981804437396931 0.26893804343126249 0.19481274325153108 0.19416403071954846 0.1623224983777618 0.21096573807153618 0.90884273739356902 0.26599934391560964 0.39279934661226434 0.13442720627062854 0.28409161616582423 0.3135166478168675 0.39375411295986851 0.65084204896265774 0.20806652642204326 27.355311571761384 0.82619515254918896 0.6007084223383562 0.35779045126400866 0.37649612175300717 0.48505003210448194 0.22605642204871401 0.66286325070541297 0.28312477664439917 0.79649475387122948 0.68032695252804842
leaf_count=217 80 29 12 64 26 83 30 12 35 14 68 177 87 8 43 57 112 54 40 1214 34 110 14 37 34 27 47 20 42 73
internal_value=0.000725447 -0.0136669 -0.0311057 -0.000101887 0.0194614 -0.0479667 0.00159007 0.0433848 0.0126832 0.0436893 0.00112056 -0.0268448 0.00756984 0.00178174 0.0271324 0.000901365 -0.0512198 0.0017153 0.000959896 0.00162546 0.00221564 0.000439322 0.0285964 0.00901065 0.0304222 -0.0492315 0.00173629 -0.0181384 -0.00120956 -0.0332653
internal_weight=39.0003 2.21018 1.44797 0.930839 0.762214 0.443114 36.7901 0.487725 0.293561 0.405778 36.3843 0.840358 0.574359 35.544 1.19293 34.351 0.528181 33.8228 33.172 32.7379 32.4244 30.3788 2.04553 1.21934 0.861546 0.434123 29.7781 2.42281 1.75995 0.963452
internal_count=2900 341 286 206 55 147 2559 59 47 44 2515 481 304 2034 111 1923 120 1803 1749 1682 1625 1506 119 85 71 67 1396 182 135 93
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=6 13 17 13 0 5 16 16 2 17 16 15 9 19 16 9 10 15 0 6 13 2 12 10 6 16 2 15 16 10
split_gain=0.139602 0.35251 0.344973 0.455848 0.287276 0.334861 0.28547 0.493704 0.38096 0.304093 0.57303 0.445106 0.409156 0.393452 0.312667 0.283983 0.527528 0.545552 0.283596 0.260551 0.328458 0.29627 0.275067 0.267848 0.284516 0.252062 0.292462 0.43414 0.241799 0.231356
threshold=14.755344756250002 107.97116697695002 205.32027903760002 109.96062599345002 86.345209775600011 20.206488238950005 22.604947139800004 22.554947256700004 167.29597799085005 196.79617445730003 21.534949641950003 29.334060236450004 196.98862600660001 14.051133688400002 19.214955067100004 202.37225149245003 63.154569942350008 29.712811603950005 86.232294534150014 16.375382608200002 117.38883580790001 125.31286365695001 152.88762959770003 61.944763783650011 16.515385879350003 22.654947022900004 162.53466164215004 45.169600924000008 18.714956236300004 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 28 3 -3 5 -2 7 9 -8 10 11 -6 -11 14 -13 -14 -17 -18 19 20 -7 29 -23 24 -24 26 -25 -28 -1 -21
right_child=4 2 -4 -5 6 18 8 -9 -10 12 -12 13 15 -15 -16 16 17 -19 -20 21 -22 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=-3.2779542335023908e-05 0.0012682906317170956 -0.0020374405434528601 0.00016719601663901394 -9.0149874860659876e-05 0.00095771791364146746 -3.7952540685061155e-05 -5.8047149057927244e-05 -0.00071480875179625019 0.001139113721090456 -0.0008925594907454932 0.0016241484296423312 -6.0543517382514215e-06 0.00087090478864648615 0.00049147706755695204 -0.001568171864669091 -0.0022285763609095695 -0.0015290284570687121 0.00077801798340591463 -0.0011609058501633291 0.0002008467160579884 -0.0021037369261696724 -0.0018210822799479057 0.001038799396183736 0.00040727364011771978 -0.00021265638113841491 -0.0020808971143710425 -0.0020815044100989271 0.00038782180430160405 0.00096265907507182228 0.0014614879846649549
leaf_weight=14.423793132725224 0.66512699797749419 1.0894164376586553 1.1059003911213947 0.80276150890858833 2.35864328834578 0.67381902682245598 1.5895079523324955 2.1892971844063132 2.8621530530508608 1.6070133408065883 1.5141584333032367 1.0513773000566287 1.766718319384381 2.0252040112391114 0.92693727830192063 0.39701954560587216 0.51704345201142166 1.6570232329104326 1.0013798074796785 4.7292385106125021 0.52763341840181965 0.41643667700554932 1.0618042647547556 0.97932247351855117 2.0410201389963731 0.39642761171853624 0.66002358518744564 0.46771573305886704 1.0034436141140748 0.63483652959985182
leaf_count=1446 12 111 43 22 49 65 26 46 69 35 21 23 37 33 21 13 33 72 22 179 32 63 37 25 160 36 42 56 34 37
internal_value=5.03566e-05 -8.75925e-05 -0.000702813 -0.0012113 0.00012357 -9.01294e-05 0.000272443 0.000150321 0.000711656 0.000287359 0.000540038 0.000282026 -4.74161e-05 -0.000116053 -0.000737983 0.000265682 -0.000150197 0.000229349 -0.000156615 -7.67255e-05 -0.000945169 1.49061e-05 -0.000283579 -0.000169373 0.000215599 -0.000646507 -0.000376638 -0.00105738 3.19674e-05 0.000350043
internal_weight=53.1422 18.4253 2.99808 1.89218 34.7169 14.2548 20.4621 16.0104 4.45166 13.8211 7.87632 6.36216 5.94482 4.00352 1.97831 4.3378 2.57109 2.17407 13.5897 12.5883 1.20145 11.3868 6.02275 5.60631 3.10282 2.50349 2.10706 1.12774 15.4272 5.36408
internal_count=2900 1656 176 133 1244 766 478 383 95 337 147 126 190 77 44 155 118 105 754 732 97 635 419 356 197 159 123 98 1480 216
is_linear=0
shrinkage=0.00196078


Tree=950
num_leaves=31
num_cat=0
split_feature=7 7 5 9 15 7 6 7 8 7 6 17 7 12 16 5 13 17 9 17 17 7 5 3 17 7 17 7 7 9
split_gain=0.0452513 0.196654 0.136762 0.237932 0.295659 0.281612 0.201835 0.236363 0.201573 0.182124 0.171281 0.17123 0.165851 0.185784 0.329416 0.161545 0.153694 0.287798 0.263417 0.236661 0.560573 0.305242 0.185486 0.188761 0.207699 0.341566 0.308018 0.303463 0.205183 0.169088
threshold=24.390191290350007 24.575790737200006 20.766972852450003 200.80358209610003 35.054707749500004 22.689595575850003 15.415360177400002 22.343045670750005 8.543332867800002 23.699538637550003 15.710367070250003 172.46189488870002 22.343045670750005 197.02116758845003 18.934955721800005 21.042547594650003 117.55283175385001 195.24502669890003 199.21354841250005 196.27545234990001 202.15076634215004 23.633329316050006 21.269675393700002 93.077108934250006 189.73320545960004 23.302979953550004 188.07781354100004 22.726915405250001 22.580174331950005 186.67271206880002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 12 7 -4 11 -5 -8 -7 13 14 -1 -12 19 22 -19 21 -21 -17 -18 -24 26 -26 27 28 29 -25
right_child=1 -3 6 9 -6 8 10 -9 -10 -11 15 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10239770101483898 -0.04884672618125703 -0.00071076468778901185 -0.011187325496382442 0.081157911464144306 0.056287964783270486 0.062402203373572711 0.050537735819683287 -0.11046023261753922 -0.085010389652270035 0.017832385228709901 -0.040454702900529924 -0.016144034951569988 0.063837532193596905 0.05410992015092872 0.016655151768676556 -0.0084849683504251878 0.06472047601123064 0.076553238199535772 -0.00072050948805144413 -0.092315576527836785 0.023908530213846521 0.065654846495924679 0.051015101038861414 0.017353734371304316 -0.070844986169153565 0.03654146322624937 0.046265452716482053 -0.10581241212504167 0.061305975559553333 -0.046069608820270468
leaf_weight=0.31533989084710101 0.92348851680435373 10.482615532865109 0.71746562493263144 0.78324517246801306 0.98136083513963956 0.29878474599536264 0.65175545348393171 0.36027073043169366 0.39811002672649909 1.0809371560462748 1.0105076730251301 3.9038819854285975 0.75336761599100999 0.5844257537210068 0.88381462031975389 4.5405431166715271 0.41093302518129338 1.0865381048060951 0.74267780996160571 0.96779713909927501 0.72652790198480943 0.63269745837897051 0.54516600631177414 0.74451701506768697 1.1029090025876938 0.40494439248868719 1.0993953669130858 0.33546321722133132 0.39749593808664929 0.96544316020481347
leaf_count=69 77 1265 99 20 25 17 24 30 9 54 28 229 47 60 23 374 10 31 31 39 27 11 11 79 57 23 39 26 14 52
internal_value=0.000685322 -0.00460806 0.00288674 0.0122209 0.00482346 -0.00225236 -0.00245551 -0.0443727 -0.0170021 0.0444389 0.000304948 -0.0105599 0.0244965 0.00787922 -0.014652 -0.00177857 0.000879553 0.0104513 0.0451794 -0.0100413 -0.0424786 0.000582476 -0.000125126 -0.00488752 -0.0109222 -0.0420056 0.00230902 -0.0174728 -0.00341101 -0.0184551
internal_weight=38.8324 11.4061 27.4263 9.98327 8.11909 7.13772 17.443 1.07774 4.60078 1.86418 16.3653 4.20267 2.53695 1.78358 1.19915 15.7136 14.703 7.83548 1.82922 6.86757 1.69433 5.17324 6.00627 5.59533 5.05017 1.50785 3.54231 2.44292 2.10746 1.70996
internal_count=2900 1342 1558 553 479 454 1005 129 255 74 876 246 199 152 92 852 824 373 62 451 66 385 311 301 290 80 210 171 145 131
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=12 19 18 7 3 13 17 17 17 18 7 6 12 19 7 5 6 13 16 7 4 0 10 16 9 16 15 16 2 7
split_gain=0.039135 0.110583 0.218207 0.16829 0.118727 0.117655 0.064565 0.0619298 0.124581 0.136637 0.20333 0.138419 0.116856 0.096231 0.0593272 0.0588333 0.128131 0.142845 0.102797 0.130734 0.0836572 0.141763 0.161983 0.1633 0.217103 0.11844 0.143284 0.112312 0.093612 0.0945241
threshold=322.29449443480007 14.351157895250003 14.643918747750002 26.185885009700005 92.913112988300014 82.390487865700024 209.52161856205001 208.12573104970002 209.83020864525002 14.481714598550003 25.308871412700004 8.0101871567500016 195.51336019310003 13.351077205700003 22.765858321950002 2.7861270712500006 5.0951190466500007 87.122174175350011 12.294971249000001 29.145624000550004 373.81957258215004 102.65877371115 78.220689305400015 14.524966034300002 66.290220196950017 14.184966829400002 17.512831095650004 12.024971880400001 224.18737221905002 27.198839780950003
decision_type=2 2 2 2 2 2 2 2 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 6 -3 -5 14 15 -9 -10 -11 -12 13 -13 -4 -1 17 18 19 -17 21 22 23 24 27 26 -24 -18 29 -23
right_child=1 4 3 5 -6 -7 -8 8 9 10 11 12 -14 -15 -16 16 20 -19 -20 -21 -22 28 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.043284022610505339 -0.083407261415960013 0.051678315931024746 0.064685879355725284 0.017385466754422051 -0.029816339330087416 -0.08951396318558405 0.08793263177562391 -0.085255169880206705 0.10139100879662077 -0.089378568678586179 -0.10097492965437314 -0.078333457971179424 0.037928813651982834 0.019690567255854108 -0.027877782314153006 -0.10106137628773187 -0.065364626057347053 -0.10119192417527863 0.066859233217949662 0.08327842674320074 0.039661377832309164 -0.10144838301105111 0.034565075297864532 0.002514443829163859 -0.10407244522093638 0.059639872176205512 -0.062775485830301583 0.034601399123437702 0.022007295555947215 0.027664606103528611
leaf_weight=0.34781290403634457 0.4842310569704289 0.43970950715447532 0.12082681976244203 0.17504274159364286 0.30123996562087996 0.25001202866405947 0.18242826370988041 0.2299019123583993 0.10924967378377903 0.29240751742327109 0.11544611882254674 0.2004395120002298 0.72574396150594112 0.20015993691049516 0.16218774803564884 0.13405548833907133 0.17233829569522896 0.25250762806172133 0.1324474744105828 0.053957847992023744 0.60295412097911949 0.29673742832983308 0.48334256387897656 29.879615640634256 0.33853553162975913 0.84618300921283662 0.22007284316350706 0.32308650435879827 0.12990171107594506 0.07009722089060233
leaf_count=114 80 29 12 64 26 83 12 41 3 29 90 50 76 23 35 83 50 151 8 18 49 93 37 1411 93 28 37 20 12 43
internal_value=0.000624125 -0.0125952 -0.0293796 -6.91832e-07 0.0185459 -0.0454915 0.0415427 0.00139764 -0.016307 -0.00666188 -0.0143563 0.00330941 0.0139982 -0.0293557 0.0116402 0.00236507 0.00194568 -0.0449426 -0.00062089 -0.0481578 0.00275094 0.00207159 0.00288783 0.00129626 -0.0423495 0.0344333 0.00411079 -0.000172747 -0.0509436 -0.0767766
internal_weight=38.2727 2.11568 1.37473 0.890498 0.740949 0.425055 0.465443 36.157 1.87335 1.64345 1.5342 1.24179 1.12634 0.400599 0.283015 34.2836 33.9358 0.572968 0.320461 0.188013 33.3629 32.7599 32.2632 30.7136 0.83396 1.5496 0.703415 0.495425 0.496736 0.366835
internal_count=2900 341 286 206 55 147 59 2559 312 271 268 239 149 73 47 2247 2133 260 109 101 1873 1824 1676 1574 163 102 74 70 148 136
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=7 7 5 10 8 18 5 18 13 12 5 10 17 17 10 2 10 0 0 13 16 7 16 3 0 16 17 5 7 9
split_gain=0.0391436 0.084446 0.144701 0.105088 0.110606 0.0701792 0.206662 0.13911 0.114734 0.339617 0.268878 0.229443 0.1975 0.183851 0.159237 0.285546 0.158789 0.194877 0.29029 0.127001 0.20063 0.222213 0.162227 0.204534 0.30084 0.252709 0.509955 0.21622 0.21025 0.362449
threshold=26.752366550650006 27.198839780950003 14.320088925450003 90.740838818900016 8.1436447804000007 15.946034773700001 15.299679811400003 16.671733559250004 104.02719889955002 211.56805207830004 13.922841871800001 75.403185184700007 194.76181357870004 183.40283206635004 72.953999827850012 63.69489481965001 68.579878449600017 99.515966156650009 104.62941352080001 106.77211465075001 17.844958270700005 19.468732114900003 18.094957686100003 82.979260196300018 94.047642319350018 19.214955067100004 173.06150329755005 19.731257453750004 24.861556163250004 206.50942114985003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 8 -7 -8 9 10 12 14 13 -1 19 -16 -11 -18 -19 -10 21 -21 -22 -24 25 26 -25 -28 -26 -30
right_child=1 3 -4 -5 -6 6 7 -9 11 16 -12 -13 -14 -15 15 -17 17 18 -20 20 22 -23 23 24 28 -27 27 -29 29 -31
leaf_value=0.0084972141745611567 -0.090141354602552182 0.02382942581673933 0.015254530868741921 -0.072368831533675848 -0.076475570766874446 0.032048330553214092 -0.084941255841313748 0.017795022470323368 0.046134884625745984 -0.082016137059235494 -0.092981752230406819 0.060594111180784387 0.061763294357020632 -0.10222968268340427 0.031585154763097992 -0.077273027232411792 0.067088101522818411 -0.081126166290155288 0.065715331801203591 0.021181791898668909 0.058665695414797873 -0.1040783316249697 0.063507694024254005 -0.063681876429646719 -0.077356480943592543 0.00013217284881800079 0.099686052066335601 0.018761836459320256 0.044005586514278022 -0.070835711993616879
leaf_weight=0.32442517721938136 0.31816670711668749 0.94144492007217173 0.22056932395207696 0.17082295416093973 0.1244694846245693 1.999784238645588 0.28916194051271293 0.24218635103898123 0.63691772222592646 0.14053422568304075 0.75819038833583363 0.65113478619605203 0.25867444294271991 0.27883873913015123 0.37803292600437888 0.66458223400695715 0.6543635610178169 0.29437745035102125 0.24808473029406741 0.2291596745360519 0.49997494772833562 0.37077354326902423 0.51657536905259149 0.37648282102691766 0.80027567121578513 23.070221139458226 0.83325129281729438 0.54686002455127891 0.58410017815185689 0.5190244331570284
leaf_count=43 67 175 21 274 24 246 39 13 42 47 149 20 34 91 9 60 61 60 16 83 16 97 19 73 74 913 24 24 28 58
internal_value=0.000549721 -0.0139469 -0.0469902 0.000447111 0.0121166 0.00126139 0.0173194 -0.0381145 5.29774e-05 -0.0187575 -0.0495456 0.00186642 -0.0113376 -0.0426826 0.000592879 -0.0378031 0.0185404 0.030348 -0.013971 0.00197408 0.000981838 -0.0562321 0.0022189 0.00118311 -2.13447e-05 0.00291611 0.039479 0.0676204 -0.0383358 -0.0100277
internal_weight=37.9415 1.77547 0.538736 1.23674 1.06591 36.166 2.53113 0.531348 33.6349 2.95749 1.62013 30.6774 0.861938 0.603264 30.0262 1.04262 1.33736 1.19683 0.542462 28.9836 28.3467 0.599933 27.7468 27.2468 26.7302 24.8268 1.75659 1.38011 1.9034 1.10312
internal_count=2900 561 88 473 199 2339 298 52 2041 501 317 1540 168 134 1520 69 184 137 76 1451 1409 180 1229 1213 1194 1034 121 48 160 86
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=6 6 0 9 15 0 9 9 2 0 5 5 15 0 8 7 10 16 3 18 16 18 10 10 12 0 2 17 18 5
split_gain=0.129575 0.398101 0.216793 0.253713 0.321829 0.391954 0.304131 0.279819 0.258939 0.243955 0.30661 0.234535 0.231604 0.217581 0.253858 0.274394 0.398204 0.336657 0.261882 0.272948 0.529284 0.292721 0.188586 0.241043 0.500576 0.281181 0.348676 0.313854 0.186881 0.467957
threshold=13.665319288000001 13.775321858200002 93.972365491700018 206.08249486475003 29.049007317550004 95.002044955650021 213.24207352880003 202.89977928865002 159.92742394165003 93.262612545250008 18.092020786850004 18.152162791050003 23.969938375100003 87.181320254150009 8.1436447804000007 22.940014114900002 66.697957758300021 19.364954716300002 89.227236891450005 13.713893333650001 22.614947116400003 14.117867417450002 78.220689305400015 72.496961945650014 213.62869376460003 95.897301513100004 206.83709544035003 204.75389752000004 13.3584252364 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=22 -2 9 4 7 -6 -5 12 -8 11 -11 -3 -4 28 -15 -16 18 -18 -17 -20 21 -21 23 24 -1 26 -25 -27 -13 -30
right_child=1 2 3 6 5 -7 8 -9 -10 10 -12 13 -14 14 15 16 17 -19 19 20 -22 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=0.00064907175223218006 0.0013345014475101735 -0.0010333956426593191 -0.0010028623035060458 -0.0016115022956857167 -0.0020553885571926388 0.00046047589423550819 0.00087707726198166713 0.0013598218929733836 -0.0013164265433315988 0.0015102304136260663 -9.705228622149539e-05 0.00013850284437521334 0.00044199469387011086 0.0012549364137979635 -0.00048727590217089443 0.0013109669460236279 0.00033904012134229595 -0.002060735211132596 0.0010104903244818166 -0.0013964517137018486 0.0010595813395254596 0.00020165051514799224 0.00010221007449592875 -0.0019805912707081389 -0.0012530035657006243 -0.0020274000029612978 0.0015321390937419982 -0.00010022761302194573 -0.0021260003605238493 -0.00011701694599287803
leaf_weight=1.5101423835658336 1.0034334724768985 0.68267453426961466 0.63440593925770361 0.98618648300180189 0.5416596759459934 0.42478870200284291 0.50883177184732631 0.77961240429431189 0.34870682537439279 1.0825155288912345 0.78882439981680352 12.903142842102175 1.3017715780297292 1.1024193079501845 1.5631701704114656 1.5094607248902319 0.47639652097132046 0.42549136391608045 1.6270608603954313 0.95650038775056623 1.1240696432068942 0.8171018329448998 5.5240320160100964 0.16451853975013353 0.82123855035752047 0.97424354447866768 0.31986523259547539 0.48745840677293018 0.48619709769991359 5.3613031964123365
leaf_count=86 34 19 21 83 56 26 24 17 40 26 31 684 39 32 31 38 16 27 26 25 34 20 902 61 99 114 18 54 24 193
internal_value=6.3575e-05 0.000116122 8.25652e-05 -0.000275143 2.21529e-05 -0.000949576 -0.000868895 0.000367955 -1.48823e-05 0.000146523 0.000832714 0.000102297 -3.14257e-05 0.000129642 0.000369681 0.000254856 0.000422109 -0.000793122 0.000603741 0.000367808 6.93854e-06 -0.000660203 -0.000137124 -0.000446205 -2.09421e-05 -0.000955664 0.000339058 -0.00138471 6.72529e-06 -0.000284056
internal_weight=47.2372 37.4357 36.4323 5.52596 3.68224 0.966448 1.84373 2.71579 0.857539 30.9063 1.87134 29.035 1.93618 28.3523 9.60167 8.49925 6.93608 0.901888 6.03419 4.52473 2.89767 1.7736 9.8015 4.27747 2.33138 1.94609 0.484384 1.4617 18.7506 5.8475
internal_count=2900 1566 1532 306 159 82 147 77 64 1226 57 1169 60 1150 249 217 186 43 143 105 79 45 1334 432 185 247 79 168 901 217
is_linear=0
shrinkage=0.00196078


Tree=954
num_leaves=31
num_cat=0
split_feature=13 13 16 19 12 5 10 13 6 6 12 10 10 2 10 13 6 0 0 9 7 18 16 19 16 3 10 6 7 17
split_gain=0.124934 0.195153 0.207567 0.234604 0.194024 0.41475 0.179203 0.264109 0.209071 0.463812 0.213407 0.314817 0.297699 0.209707 0.207626 0.185371 0.214146 0.169927 0.315952 0.320671 0.483628 0.271899 0.287515 0.255861 0.416132 0.361964 0.220851 0.307805 0.4484 0.383513
threshold=95.99139754765001 96.429616222950017 12.644970430600003 11.350915826550002 216.11788648010003 2.7861270712500006 80.288113607700012 98.238948544700023 13.665319288000001 13.775321858200002 212.36614019295004 72.496961945650014 75.922057603850007 172.77856529855003 74.292851976800009 100.85481830565001 12.315287744750002 93.972365491700018 87.181320254150009 188.53841931785004 22.940014114900002 13.482409244300003 22.614947116400003 13.051052998800001 18.684956306450005 84.807411725000023 62.837331883000012 16.015374196650004 23.824098587650003 200.83528241485001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 8 -8 10 -10 11 13 -13 -4 -12 -14 -17 18 -11 -20 -21 -22 26 -19 -25 -26 -23 28 -28 -30
right_child=1 2 6 -5 -6 -7 7 -9 9 17 14 12 15 -15 -16 16 -18 23 19 20 21 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.00074903161948943256 0.0014307004200258744 -0.0020154995784323177 0.00014624484220474479 0.0010263392129044938 -7.1140045058696764e-06 -0.0019881197672678257 -0.00055879148485306362 0.0014313010981907952 0.001399544165489666 -2.3088118237657905e-05 -0.0016830602198663451 -0.0020125251070029423 -0.0016770093061020436 0.0017437571312666569 -0.00030646738873353982 0.0010223393060357995 -0.00079623190287102057 0.00011803941714056498 0.0013883937748666638 -0.00084763383585813637 0.0013360955995780851 -0.00059880970014337595 0.0010230557232834246 -0.0020392812218172794 0.0005188772361740257 -0.0013264704602325729 -0.00088375802542086117 0.00089690087603824277 0.00093520085447581624 -0.00072905746156102461
leaf_weight=0.32302142185471838 0.41331766860093822 0.35865250575716245 0.96328498088405401 0.13386635498136457 2.4123394214875589 0.62396574659578619 0.36669745543622301 0.85228611039929092 1.0572020551189769 18.748499793168779 0.70461330982652715 0.41913621523417521 0.23429743932501867 0.47010196640621871 1.0474243853022924 0.59139108673843999 0.42992721474729478 3.4021436933544456 1.1003572931513179 1.2973960999515828 1.1166546391323198 1.2748665423132459 1.77098698541522 0.6631543012481419 1.0352803606074301 0.6751909558661281 1.4750114002963526 2.1538114814320579 1.8911125295562672 0.74092182006279461
leaf_count=77 22 68 50 19 410 297 34 36 33 873 73 51 37 13 94 64 32 125 22 26 18 26 48 86 31 58 32 62 44 39
internal_value=6.25099e-05 8.95155e-05 7.71899e-05 -0.00118873 -0.00030236 -0.00105447 9.12066e-05 0.000832637 7.03159e-05 0.000118807 -0.000312838 -4.35677e-06 -0.000581675 0.000670174 -0.000860089 -0.000104043 0.000256806 8.25512e-05 0.000139125 0.000376331 0.000281317 0.000421838 0.000312142 -0.000226673 -0.000720752 -0.000209555 0.000145068 0.00029654 -1.82997e-05 0.00046671
internal_weight=48.7469 45.3876 44.9743 0.492519 3.35933 0.946987 44.4818 1.21898 43.2628 38.4026 4.86018 3.10814 1.67475 1.43339 1.75204 1.25562 1.02132 37.3454 31.5696 12.8211 11.7208 10.4234 9.30671 5.77577 2.37363 1.71047 7.53572 6.26086 4.10705 2.63203
internal_count=2900 2116 2094 87 784 374 2007 70 1937 1523 414 247 184 63 167 133 96 1490 1190 317 295 269 251 300 175 89 203 177 115 83
is_linear=0
shrinkage=0.00196078


Tree=955
num_leaves=31
num_cat=0
split_feature=6 5 13 14 9 13 3 17 8 5 16 19 5 15 16 0 2 7 6 10 7 6 7 18 18 10 10 13 10 2
split_gain=0.0393941 0.161285 0.150216 0.253284 0.296963 0.285524 0.169497 0.173483 0.243892 0.154459 0.136951 0.160131 0.224125 0.181991 0.16884 0.156484 0.120742 0.168136 0.118623 0.236771 0.246297 0.231805 0.216655 0.334986 0.204757 0.178082 0.118646 0.243239 0.171458 0.140625
threshold=14.815346158200002 17.671168838450004 107.97116697695002 161.53444867420004 200.41824001715003 109.51703040195001 82.979260196300018 190.40793214150003 8.543332867800002 17.450855014100004 18.324957148300005 12.851036860900001 13.697488545350001 20.044580420600003 16.859960574100004 95.762878606550018 185.83358638795002 25.284494767250006 13.665319288000001 78.220689305400015 22.708075280250004 13.775321858200002 24.176224535650004 15.287416123250003 14.371157440600003 78.494912034700022 80.288113607700012 98.238948544700023 82.011415269350024 146.11720701395004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 -8 -9 -5 11 14 13 -13 18 -12 -14 -18 19 20 24 -20 -23 -24 -1 -21 -27 28 -28 -30
right_child=1 -3 3 4 6 -7 7 8 -10 -11 15 12 16 -15 -16 -17 17 -19 21 25 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.047352575287590876 0.053089712887005015 0.0016150662477094305 -0.10705405143435105 0.037041476985525255 0.024734227438640018 0.082327697480272827 0.031524552486901038 -0.1007363360862199 0.014521679900309323 -0.10222824719421038 -0.013221054018205128 -0.10240345214706539 -0.10280323228420514 0.024713127342243891 -0.10449850148172726 0.067859571098769972 0.042400006025153446 -0.10140550738140618 0.079796950335844608 0.064013750598103644 -0.10233186901845513 0.04980320469644528 -0.082767897605052931 0.02384256263635531 0.056051539422964161 -0.05567735768132881 -0.088669870064765552 0.061610224436864348 -0.074482053969151599 0.011940371736216622
leaf_weight=0.5105935319843391 0.6242912679445024 24.379938313901789 0.32983478449750636 0.14669471839442882 0.32264679297804821 0.49946652783546597 0.18716003422741767 0.77069803831545847 0.24100367401115363 0.17419964421424083 0.38681269003427476 0.13350218484993071 0.45230751263443381 0.72030984456068836 0.14066810354051984 0.61886135145323351 0.1785040929535171 0.14931016446644207 0.56840793089941177 0.52112045150715891 0.42637862569608842 0.74782143362972409 0.48840702162124194 0.74325076339300722 0.30641990360891214 0.3322976545459827 0.24007422137219769 0.63581272412557144 0.21438646790284099 1.5462960984259551
leaf_count=112 24 1184 23 7 12 16 14 84 18 33 28 25 62 109 45 30 15 35 23 18 88 38 24 28 22 50 64 38 142 489
internal_value=0.000594613 0.00290026 -0.00393297 -0.0250108 -0.0134556 0.0350402 -0.0396034 -0.0569185 -0.07328 -0.038562 0.00166396 -0.00222392 -0.0305649 0.00483716 0.00401531 0.0366735 -0.0693109 -0.0230994 0.00611171 -0.00325279 -0.0407231 0.0235088 0.00734561 -0.0184332 -0.00857099 0.0100969 0.000632957 0.00772998 -0.00939242 0.00141729
internal_weight=37.7375 25.0042 12.7332 2.6717 2.34187 0.820361 1.52151 1.19886 1.0117 0.320894 10.0615 9.05587 1.63393 0.853812 7.42193 1.00567 0.780122 0.327814 7.28127 4.73338 1.24339 2.54789 1.97948 1.23166 0.817013 3.48999 2.96887 2.63657 2.00076 1.76068
internal_count=2900 1208 1692 207 184 56 128 116 102 40 1485 1427 246 134 1181 58 112 50 1136 1023 222 113 90 52 134 801 783 733 695 631
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=6 13 13 16 8 19 13 19 16 3 3 7 0 6 7 5 7 19 5 18 7 12 16 6 7 15 9 6 10 0
split_gain=0.0977017 0.222447 0.180268 0.22612 0.155885 0.136966 0.181628 0.105071 0.117666 0.0963244 0.269679 0.221753 0.262516 0.310826 0.459882 0.25857 0.418781 0.308616 0.249421 0.213069 0.203531 0.258368 0.287889 0.19523 0.47452 0.194167 0.209899 0.267407 0.370822 0.22756
threshold=5.0951190466500007 92.504467352450021 92.138837046750012 12.644970430600003 0.84933718570000016 11.450923895500003 81.98184222990001 9.8507947922000021 9.1949784981000011 93.58791597905001 93.716961969300016 22.862300195000003 86.232294534150014 16.565387047600002 22.765858321950002 20.950952025950006 22.689595575850003 14.251149826300002 10.399809962700003 13.197799034350002 22.124753953150002 211.56805207830004 18.934955721800005 16.375382608200002 19.617375644250004 20.742056627150003 186.67271206880002 16.455384477450004 62.00390986255001 85.656964494200011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 11 -11 12 -2 14 15 16 20 -17 -13 -20 21 22 -14 24 -12 -25 27 -27 29 -29
right_child=9 -3 -4 -5 5 -7 -8 -9 -10 10 23 18 13 -15 -16 17 -18 -19 19 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0019933185302032095 0.0013624403592618186 -0.0019824397219688835 0.0013489511720130535 -0.0020077113964814316 -0.0019854886279665192 0.0016345159496271666 -0.0019801294568999772 0.0011206773190035569 0.00096911720983762343 -0.0010085953553661256 0.00099198646073924584 -0.0015760636261210315 -0.002003924087593591 -0.0011399587851381784 0.0018379900079334988 -0.0012425897922162428 -0.0010531090245271902 0.00061466207985248387 -0.0013166683767656582 8.9860483461087485e-05 0.0013784294190392716 0.0011482620172326556 0.00045280214793522145 -0.0020686518877859271 -0.0015159404635301885 0.0018968147014094942 -8.0885513960109141e-05 0.00025083178636763282 -0.0016610146939013536 0.001686198698756
leaf_weight=0.13007224598186329 1.0081164466100734 0.28271920696715813 0.27496436587534834 0.26692916455795046 0.11581894146002014 0.22360090147412848 0.15761452645529062 0.32163718415540643 0.093784079304896295 1.0961997647391388 0.4336388386436727 0.35805861683184304 0.29322489040350841 0.53858446393860493 0.75934210000559677 0.86186221084790282 0.561286050826311 0.57246191240847111 0.41995407560171116 29.595397889523156 1.280863562307786 0.74044082273030654 0.48957938561215997 0.15172415649158111 0.87602141002753342 0.48992578855540925 4.9772946359080379 1.7959717567300693 0.31952479643587128 0.55614531412720669
leaf_count=124 22 146 13 65 81 14 57 36 4 46 21 123 55 16 12 66 9 13 20 1244 34 39 10 61 88 16 235 205 18 7
internal_value=5.98294e-05 -0.000380254 -9.43654e-05 -0.000397438 1.48569e-05 0.000301126 -0.00013169 0.000416727 -0.00066349 7.68858e-05 -8.72335e-05 0.000123725 0.00043555 0.000282308 0.000420103 0.000195786 0.000492895 -0.000501331 5.07745e-05 7.01813e-05 0.000802352 0.000317941 -0.000467445 1.79718e-05 -0.000685546 0.000129106 0.000170077 0.000565169 0.000320972 0.000590217
internal_weight=50.0428 1.86714 1.58442 1.30946 1.04253 0.912456 0.688855 0.53124 0.209603 48.1756 10.6964 37.4792 7.10576 6.09765 5.55906 4.79972 3.36539 1.43432 30.3734 30.0154 2.80411 1.52325 0.782804 9.60025 1.30966 8.29059 8.13886 3.16157 2.67164 2.35212
internal_count=2900 540 394 381 316 192 178 121 85 2360 697 1663 276 254 238 226 147 79 1387 1264 138 104 65 651 109 542 481 246 230 212
is_linear=0
shrinkage=0.00196078


Tree=957
num_leaves=31
num_cat=0
split_feature=10 18 15 5 15 16 13 2 16 17 9 5 19 16 12 8 6 8 12 2 18 8 17 12 2 4 13 16 17 18
split_gain=0.0857678 0.137709 0.0756203 0.197174 0.167029 0.0945428 0.0833157 0.190343 0.151012 0.112536 0.104695 0.0985937 0.157551 0.123965 0.102334 0.0959599 0.0954161 0.194782 0.0984889 0.2635 0.200449 0.412441 0.235698 0.158552 0.141563 0.298081 0.111418 0.3161 0.306484 0.379149
threshold=90.988176966900014 16.751363923150002 46.574831689400007 25.556820288350004 51.067537391750008 22.644947046300004 117.99105042915001 181.83510701155004 22.744946812400002 161.95900874150001 58.059373288650008 30.133297129900004 14.551174033150001 22.794946695500006 120.99131110445002 9.4426310644000022 17.495408777450006 9.3427090425500019 92.695913642950003 71.847610775600018 12.949570119650001 8.3434888241000014 179.88087463185005 90.17221166855002 74.86597289860002 165.01827963435002 117.38883580790001 22.624947093000003 187.45953903175004 13.101381023200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 8 11 9 10 -1 12 13 14 -8 16 18 -18 20 -20 -11 22 -22 -24 -21 -26 -27 -28 -29 -30
right_child=1 -3 3 4 -6 -7 7 -9 -10 15 -12 -13 -14 -15 -16 -17 17 -19 19 24 21 -23 23 -25 25 26 27 28 29 -31
leaf_value=0.00042939146629357997 0.0017285542529981062 -0.001457153460832983 -0.0020412949021282128 0.0010450225420687127 -0.0010788375707502626 -0.0003855196495147899 0.00060230432845949995 -0.0017034763085849365 0.00093883876341729661 -0.0013121262801988535 -0.0019936223392713151 0.0010471939260543676 -0.001622254422165929 0.00081961813352347411 -0.002085663479446706 0.00091264835467133609 -0.0020712433558135726 0.00066081897579441942 0.0010914341262655833 -0.00062575771087317262 0.0006182995684502052 0.00086408780963754791 -0.0018021958663382441 -0.00029910853558913204 0.0015137896742998106 0.00016040247573062734 -0.00034583723260631967 -0.0006710952176386955 0.0017567408666394719 0.00024512028500598337
leaf_weight=0.10691491522447805 0.06329731279583839 0.29673099965293659 0.29725070917447627 0.41372411308111623 0.21705246837518644 0.23933056131500052 0.092466382920973755 0.32606767205288623 0.79485426936298509 0.56046746344509246 0.19111605418765976 0.26318026019725949 0.25505853065988049 0.42474321369081736 0.13246265583438799 0.53147784242173557 0.22823087688311616 0.17902910523116589 1.0257315213093523 1.0498229925578915 0.38575376896187696 1.1449700868688522 0.63370151410344966 0.46987021432141773 0.56807738254428741 23.682411029429886 6.9018359052424767 1.0159704072866587 0.78596634604036797 3.3874108169984538
leaf_count=18 5 314 40 22 43 27 12 27 17 21 113 16 21 18 28 38 43 4 28 30 15 33 47 10 15 1592 168 30 15 90
internal_value=5.62591e-05 -0.000897068 6.36714e-05 -0.000429051 0.000314195 -0.00130277 7.64143e-05 -0.000378901 9.20003e-05 7.62913e-05 -0.0011244 -9.09439e-06 -0.000316362 0.000196326 -0.000980663 8.4701e-05 7.42288e-05 -0.000870245 8.34724e-05 0.000110981 -0.000247322 -2.07761e-05 -0.000701046 -0.00116222 8.40852e-05 0.000104591 8.2213e-05 -7.09329e-05 0.00029469 0.000529802
internal_weight=46.665 0.360028 46.3049 1.16736 0.630777 0.536581 45.1376 1.49398 43.6436 42.8488 0.298031 1.16791 0.904731 0.649672 0.224929 42.5507 42.0192 0.40726 41.612 38.4172 3.19476 2.6343 1.48933 1.10357 37.3915 36.3417 35.7736 12.0912 5.18935 4.17338
internal_count=2900 319 2581 132 65 67 2449 122 2327 2310 131 95 79 58 40 2179 2141 47 2094 1968 126 105 72 57 1940 1910 1895 303 135 105
is_linear=0
shrinkage=0.00196078


Tree=958
num_leaves=31
num_cat=0
split_feature=16 15 0 4 10 3 16 9 18 4 6 16 18 7 9 9 12 15 9 10 15 6 0 16 6 4 6 6 5 6
split_gain=0.14052 0.244111 0.21326 0.242642 0.552941 0.332269 0.228787 0.406859 0.397371 0.337824 0.355748 0.347358 0.281544 0.373073 0.36903 0.368524 0.226087 0.356554 0.578804 0.224111 0.254484 0.205927 0.171132 0.215406 0.436165 0.222107 0.33424 0.472615 0.230427 0.191618
threshold=18.594956516900002 32.540328261750005 86.530713386650021 248.34582299520005 62.041548276350007 93.308316333450009 22.614947116400003 198.36365860590004 13.788608055100001 310.49012963040008 15.925372093750001 22.554947256700004 13.809421053700001 22.995933042550003 188.53841931785004 196.57165974130001 103.44931853055 34.279674133750014 202.64563922830004 61.944763783650011 45.169600924000008 16.375382608200002 86.232294534150014 22.674946976100003 16.555386813950005 169.46043282405003 16.435384010100005 16.535386346650004 22.694406402050003 16.585387514950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 21 5 -5 9 -8 -9 11 -11 12 13 14 -4 -14 -17 -18 -19 -7 -21 -2 23 25 -25 -23 -27 -28 -29 -26
right_child=2 -3 6 4 -6 19 7 8 -10 10 -12 -13 15 -15 -16 16 17 18 -20 20 -22 22 -24 24 29 26 27 28 -30 -31
leaf_value=-4.1451078338913956e-05 -0.00083390262646262697 -0.0020018710424037096 0.0011777174174655998 0.00090680250175463617 -0.0017705497296755062 -5.0490603465280953e-05 0.0015409296459592688 -0.00089229993181614902 0.00083030366106152833 -0.0015528262824687715 0.00023762466716226811 -0.00062715421861366666 -0.00053697575338213302 0.0013921355787943372 -0.00030395024813021531 -0.00054614044547544589 0.00093636552431810433 0.0010057338420507672 -0.0012383895772884535 -0.0021027326710504756 -0.00010906295056004958 0.0012145988499429768 -0.00030866066987306028 -0.0013061148210311976 0.0013617042972195017 -0.00099463744738694198 0.0012349306356743393 0.00030100419291954867 -0.001780340906402446 1.5980061644723161e-06
leaf_weight=14.05756245500697 0.73468818234687105 0.24851901267538856 1.0739486590027874 1.0234155883081246 0.88513186499221763 2.484441746710218 1.4463481837883585 0.80802382249385152 1.4190273811109362 0.83292615691607241 0.87471919797826558 1.4376860409975041 2.1153214826481399 2.0742636267095804 1.6229093614965675 0.81328058947110538 3.4108431893400848 0.85914191830670439 0.90980146557558328 0.51778278028359626 0.46923736229291535 1.6176365400897319 1.7321363566443322 0.77796620689332519 0.5946727730333804 0.6009718450950462 1.6757144698640334 0.49085763655602921 0.35055703965190332 1.2056617542402817
leaf_count=1719 25 70 23 16 72 124 27 14 45 52 33 26 72 31 28 30 96 17 29 21 57 38 34 19 8 17 39 10 54 54
internal_value=8.81254e-05 -7.55066e-05 0.000155279 -1.95351e-05 -0.000353998 -7.50499e-05 0.000289827 0.000731188 0.000205305 0.000188653 -0.000635691 0.000286974 0.000389014 0.000766943 0.000286083 0.000166634 0.000414981 0.000565887 -0.000148462 -0.000364508 -0.00115493 0.000164438 0.000245518 0.000376761 -7.9284e-05 0.000625047 0.000319195 0.000632876 -0.000566143 0.000450858
internal_weight=49.1652 14.3061 34.8591 15.1609 5.38001 4.49488 19.6982 3.6734 2.22705 16.0248 1.70765 14.3172 12.8795 4.77112 2.69686 8.10839 5.99307 5.17979 1.76894 3.47146 0.98702 9.78086 9.04617 7.31404 2.5783 4.73574 3.1181 2.51713 0.841415 1.80033
internal_count=2900 1789 1111 588 290 218 523 86 59 437 85 352 326 82 51 244 172 142 46 202 78 298 273 239 81 158 120 103 64 62
is_linear=0
shrinkage=0.00196078


Tree=959
num_leaves=31
num_cat=0
split_feature=5 5 5 13 10 12 9 5 0 2 6 15 6 10 10 13 9 3 12 8 9 18 8 14 16 16 5 15 7 15
split_gain=0.106155 0.207981 0.241218 0.258076 0.31456 0.337916 0.174629 0.156911 0.153805 0.17809 0.210256 0.189141 0.160459 0.176835 0.226338 0.188239 0.13652 0.327004 0.107947 0.199667 0.244604 0.196666 0.147289 0.123021 0.250128 0.224877 0.632733 0.749135 0.422623 0.382495
threshold=23.606333875400001 25.763052016400003 24.779543538450003 117.67112391160002 62.009286778800011 202.12526968910001 227.14331114760003 23.524801812050004 86.780739992750014 317.41815758785003 16.475384944750001 20.742056627150003 16.525386113000007 56.229101798300007 55.583871847050013 120.78166996855002 211.72643673420001 103.44111502715002 58.770113158150004 8.8430989333000021 208.21354399485003 13.583580954200002 8.7431769115000026 227.57315983240002 14.034967180100002 22.554947256700004 20.206488238950005 31.385732506450001 22.726915405250001 31.000143748900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 8 18 9 10 -3 -12 -13 14 15 -14 17 -15 -1 22 -21 -22 23 24 -20 26 27 29 -27 -26
right_child=1 6 -4 -5 5 -7 -8 -9 -10 -11 11 12 13 16 -16 -17 -18 -19 19 20 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.0011424605873903047 -0.0020757824079695852 0.0010790905593942588 -0.0015226467047987421 0.0005526148081497923 -0.0021146210046039176 0.00045671878901467158 0.0019826154131085171 0.0012778456099293003 0.0014254922849931471 -0.0020105351432032478 -0.0021942664757210626 -0.0020903168404955326 -0.0019788226680384239 0.0010289677436734594 0.0015211572109384559 0.0020061390316534512 -0.0014222333936548634 -0.0020243275919296188 -0.0012882253821133213 -0.0015635539347795221 0.0010956540828366971 -0.00065873293031430897 0.00069624534576196166 -3.6380045102140122e-05 0.00026632084654114622 0.00024174253775069996 0.0012318076834978028 -0.0011005441804138173 -0.00085538735831845888 0.0019733425963722804
leaf_weight=0.35854088887572189 0.47247266690237655 0.58134803876237295 0.73790418533462787 0.95846804266329844 0.25819002962089121 0.82230328502191696 0.19092401862144459 0.41811907384544511 0.28397531097289164 0.17390869959308464 0.17699888737843172 0.14036319710430678 0.15937718767963793 0.44003129320481094 0.52010045084170997 0.063825428485870361 0.35721710597863421 0.19445119398005772 0.43586920345660729 0.63204029167536546 0.38515116536291294 0.67831341124110622 1.4806940536946047 21.205382670816107 7.5832317509557488 4.5976100245025 2.5877893836732246 1.5676545028109092 1.9109530709683893 0.54065116820856918
leaf_count=8 38 44 88 35 44 37 7 11 12 36 38 18 89 22 12 1 21 52 117 22 11 38 35 1490 317 89 63 57 39 9
internal_value=4.79944e-05 -0.000185387 -0.000537053 -0.000247468 -0.000741267 -0.000157717 0.000162723 8.2342e-05 5.03342e-05 -8.87554e-05 3.81431e-05 -0.000256713 -7.38451e-05 8.92892e-05 0.000812344 -0.000839311 -0.000452658 9.32178e-05 7.09722e-05 6.2162e-05 -0.0005975 -2.33529e-05 8.88492e-05 6.66037e-05 0.000180203 0.00021427 0.000370448 0.000140451 -8.03814e-05 0.000379925
internal_weight=50.9139 6.53186 3.24934 2.51143 1.55297 1.08049 3.28252 44.382 3.0916 2.80762 2.63371 2.05236 1.87537 1.735 0.743303 0.223203 0.9917 0.634482 43.9639 43.6053 1.6955 1.06346 41.9098 40.4291 19.2238 18.7879 12.2793 9.69154 6.50856 8.12388
internal_count=2900 594 242 154 119 81 352 2306 345 333 297 253 215 197 102 90 95 74 2295 2287 71 49 2216 2181 691 574 446 383 128 326
is_linear=0
shrinkage=0.00196078


Tree=960
num_leaves=31
num_cat=0
split_feature=19 13 3 7 16 16 17 4 7 17 13 7 15 15 15 2 9 0 5 15 15 16 19 3 9 7 2 18 16 10
split_gain=0.0455825 0.076331 0.0590209 0.0471194 0.0465331 0.159712 0.0937401 0.131414 0.0752941 0.0617124 0.0827128 0.0578042 0.119662 0.137469 0.143691 0.182206 0.116597 0.105853 0.076428 0.0632901 0.166296 0.153439 0.149233 0.156948 0.143891 0.132812 0.156039 0.122116 0.203271 0.142371
threshold=9.8507947922000021 81.048947258600009 59.772489614250013 20.562096111400006 9.6249774926000011 11.934972090850001 177.48499193625003 342.29488559810005 25.852307279700003 197.05557773135004 75.935499894550006 26.709562027450005 19.112687623850004 20.310401204950004 24.673905035600004 237.82463207520001 24.706437889750003 105.70748523110002 9.9970238968500009 17.183237161800005 15.867801003350001 13.894967507500002 11.850956171350001 79.47351079420001 54.761416764300009 25.926164922500003 87.122651665300012 16.366336611050006 15.054964794950001 75.403185184700007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -10 -11 17 16 -14 -15 -16 -13 19 -19 20 -7 24 -23 25 -21 -24 -27 28 -25 -30
right_child=4 2 3 -5 5 11 -8 -9 9 10 -12 12 13 14 15 -17 -18 18 -20 21 -22 22 23 27 -26 26 -28 -29 29 -31
leaf_value=-0.10127992196644175 -0.049679327570873399 0.10164214171272599 0.05625832290600738 -0.10108375159743033 -0.068954321600029359 -0.035054184026556023 -0.10120220576446058 0.088078609455308834 0.069538872505196303 0.0541950970287704 -0.1007466627924639 0.042421074620322852 0.07634234765498854 -0.074554119063309762 0.07700753285336763 -0.04948784987947253 -0.10214034572186503 0.012738295437984774 0.090003042466755334 0.013130130858346127 0.060287141030954422 0.05915375230332514 -0.10232051091212731 -0.073783120043055386 -0.10313804143461754 0.07182049372944925 -0.060344469559640547 0.050340215888574957 0.00048530747750337222 0.036579495564778665
leaf_weight=0.1155622598885192 0.099816953053958879 0.045912168920040131 0.030956782400608063 0.049414577103561896 0.14649802267388068 0.27342643868507721 0.23936205620157125 0.083761466637952253 0.3315176034157048 0.084287033081636764 0.058274253424315248 0.07095558506261912 0.18307090453163255 0.29588536766095785 0.23208718358364422 0.22355680733744521 0.26109768993410398 0.28970988653600116 0.22939253691583872 0.17518695903709058 0.55284249778196681 0.44305356848053534 0.265774201550811 0.36008347300594223 0.27125004148183507 0.14407452545128763 0.23510047774470877 0.50807418017211503 30.545371465451357 1.1333648500913103
leaf_count=176 48 1 2 47 70 47 163 7 36 19 40 12 19 59 17 42 68 38 11 21 40 34 59 49 53 6 40 27 1523 126
internal_value=0.000723815 -0.0425517 0.0111905 -0.04048 0.00100116 0.000564782 -0.0573825 -0.0118305 0.0292588 0.0458792 -0.00913988 0.00130642 -0.0196841 -0.00136346 -0.0202924 0.0149439 -0.0712494 0.00205692 0.0468818 0.00139034 0.0287371 0.000727347 0.00150037 0.000730801 -0.0575131 -0.048118 -0.010126 0.00169879 0.000927429 0.00177664
internal_weight=37.9787 0.241846 0.126284 0.0803714 37.7369 37.163 0.469622 0.230259 0.573896 0.474079 0.142561 36.6934 1.26665 0.9346 0.751529 0.455644 0.332053 35.4267 0.519102 34.9076 0.826269 34.0813 33.6349 33.1918 0.446437 0.644949 0.379175 32.5469 32.0388 31.6787
internal_count=2900 226 50 49 2674 2531 240 77 143 95 59 2291 217 137 118 59 80 2074 49 2025 87 1938 1864 1830 74 105 46 1725 1698 1649
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=19 13 3 7 3 2 5 7 0 6 9 17 5 18 16 19 7 17 0 3 2 17 16 6 9 7 3 10 3 16
split_gain=0.0407184 0.0692538 0.0530863 0.0422125 0.0410606 0.112713 0.0947843 0.0769195 0.0903914 0.289812 0.128736 0.243016 0.232627 0.237822 0.153248 0.117901 0.169606 0.0916957 0.0831237 0.131626 0.354565 0.235406 0.0917473 0.292219 0.289257 0.252774 0.248023 0.232178 0.167027 0.415003
threshold=9.8507947922000021 81.048947258600009 59.772489614250013 20.562096111400006 108.42013948475001 170.32456123625002 29.040033326300005 19.874819532250005 85.716110573100011 16.395383075500003 190.24759545780003 187.45953903175004 30.133297129900004 13.400856420150001 22.744946812400002 14.451165964200003 22.597569836950004 189.15434684240003 85.807518149550006 93.58791597905001 86.011634045550025 192.84209122775002 22.604947139800004 16.545386580300001 198.36365860590004 24.252468908850002 93.308316333450009 62.030794443850006 93.356708579850007 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=1 -1 -3 -4 7 6 -6 -2 9 -9 11 14 13 15 -11 16 -12 -13 -10 22 -21 -22 28 24 26 27 -24 -26 29 -20
right_child=4 2 3 -5 5 -7 -8 8 18 10 12 17 -14 -15 -16 -17 -18 -19 19 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10115948296836928 0.024935144760990676 0.10148342881292859 0.052257589787951732 -0.10098092305405271 -0.10135619633592455 -0.10258944884657102 0.054399946138408907 -0.10343348739707033 0.024390248276415401 -0.075639008729880608 0.049334259207293223 0.080165859700676259 0.049343796636490855 0.014059629305144788 0.015976514735805195 -0.10714514894417115 -0.10281032848691418 0.01634722417372422 0.0023240924193204727 0.030285710856547739 -0.10519771329646928 0.0019607577106205963 0.078636153635652753 -0.043322624416058088 0.011341974982417413 0.04296403078167526 0.0044011248720035546 -0.065564973983947533 0.039042795951901486 -0.043500793639668335
leaf_weight=0.10468322144242748 1.318966811584686 0.041604712605476379 0.030044044833630323 0.044755372930922022 0.052750775937964955 0.13996387364852581 0.15065083189256256 0.3343842672807108 1.5777927133603942 0.35712965979769273 0.14498675208687906 0.45823425733397016 0.32335941078054009 0.43007376318200841 0.37356460932642221 0.50983672401343938 0.1481281390751974 0.44259978114223486 20.691006673572716 0.62232589814811834 0.5878070377111726 0.31479350186418742 1.283881778595968 0.75323726516216982 0.88730634462262992 0.92901688104029734 0.69299273320939381 0.70399001438636333 1.0336886073637277 2.1849765770311924
leaf_count=176 116 1 2 47 47 46 44 76 41 67 29 16 14 39 10 45 29 27 1696 14 45 17 33 20 25 44 24 23 29 58
internal_value=0.00064796 -0.0421414 0.0109341 -0.0394309 0.000900586 -0.0335212 0.0140057 0.00121913 0.000345005 -0.0148657 -0.00557575 0.0140515 -0.0261506 -0.0459489 -0.0288009 -0.0780904 -0.0275533 0.0488103 0.00200564 0.000854646 -0.0277857 -0.0678248 0.00235239 0.0143223 0.0239773 0.00151609 0.0526131 -0.0226817 -0.000276136 -0.00205283
internal_weight=37.6685 0.221087 0.116404 0.0747994 37.4474 0.343365 0.203402 37.1041 35.7851 3.5223 3.18791 1.63153 1.55638 1.23303 0.730694 0.802952 0.293115 0.900834 32.2628 30.685 1.52493 0.902601 29.1601 5.25043 4.49719 2.52031 1.97687 1.5913 23.9097 22.876
internal_count=2900 226 50 49 2674 137 91 2537 2421 352 276 120 156 142 77 103 58 43 2069 2028 76 62 1952 169 149 92 57 48 1783 1754
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=7 7 9 17 17 9 17 6 13 14 18 9 17 9 7 5 5 17 17 13 3 17 17 15 7 12 6 5 17 0
split_gain=0.0414268 0.15898 0.173792 0.127443 0.198407 0.192866 0.139871 0.202294 0.325691 0.420041 0.178174 0.171157 0.302806 0.156729 0.133892 0.130813 0.171972 0.127129 0.13886 0.124212 0.111994 0.109152 0.109668 0.179083 0.19511 0.138528 0.147485 0.326173 0.126973 0.130346
threshold=24.390191290350007 24.575790737200006 207.56260994255004 206.02826764000002 201.59899553070002 202.37225149245003 193.73902333365001 16.375382608200002 117.55283175385001 241.54317565595002 13.601370067700001 192.33792147965002 196.79617445730003 195.39349636155001 23.856905110850004 11.848158554650002 13.264960807550002 198.29010168345002 196.15688609640003 105.64833915220002 63.587411701350007 180.19381692845005 206.02826764000002 41.863529088250004 25.138824731100005 319.87149966510009 14.955349429350003 19.861308675400004 205.32027903760002 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 14 15 11 9 -9 13 12 -8 -10 -6 19 -17 18 -13 20 -1 -3 25 24 -24 26 27 28 29 -23
right_child=1 21 -4 -5 5 -7 7 8 10 -11 -12 17 -14 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.05848295715098243 -0.072203948917518274 -0.053880924591770643 0.028909380466821611 0.049446909903304838 -0.039317315290879604 -0.07224315372379797 0.043245920158164003 0.0019866722158814287 0.041031264163351913 -0.10481866254978763 0.065382872199212669 0.056024606122946768 -0.062420716412568515 -0.03541625370375643 0.035659338773874276 0.073095465248363314 -0.00093645678326922249 0.070166914354803545 -0.0058781000063937508 0.046550105461425836 -0.10225184910601144 0.064500808202568954 -0.10112108444718615 0.0681399190910741 -0.013642644552552919 -0.049400629339028224 0.053080992237610841 -0.10636552396905022 0.080987265500467517 0.0031571296628703895
leaf_weight=0.050254512825644748 0.64438171764049812 0.37582512375024535 0.23089537752093747 0.57024024090787762 0.48943711827587211 0.69000998028786853 0.64632838810211912 1.0947178904898467 0.51881071296520509 0.55484587512819405 0.73624320188537229 0.74461578275077067 0.46726244446472265 0.55512731615453959 0.4639569470382412 0.31988623965299012 16.427426027456249 1.1736241690814493 0.70591781008988619 0.098113850690424442 0.31545118154099328 0.37409012811258247 0.28923132980708111 0.23085195792373259 2.1519525981047991 0.39667344582812791 0.75213469436857838 0.24729090973960399 0.24801548174582411 4.6766996289734379
leaf_count=16 61 183 16 37 31 30 44 25 16 33 20 26 38 26 18 11 1022 29 21 4 111 13 28 18 403 82 28 43 6 461
internal_value=0.000574886 -0.00470634 -0.0455306 0.00268125 0.00165762 -0.0319748 0.00392205 0.015628 -0.00179745 -0.0339383 0.0274915 0.0317574 -0.00109178 0.00151492 -0.00283089 -0.00097324 0.000477609 0.0456973 0.025899 -0.0533596 -0.080164 -0.00103874 0.00108142 -0.016046 -0.0240071 0.00791723 0.0115272 0.00589188 0.0111308 0.00770059
internal_weight=37.2403 10.618 0.875277 26.6223 26.052 1.6434 24.4086 7.19749 3.45974 1.64956 1.81018 3.73775 1.11359 1.07394 0.953394 17.2111 16.7473 2.62416 1.45053 0.46382 0.365706 9.74277 9.36694 2.67204 2.44118 6.6949 6.29823 5.5461 5.29881 5.05079
internal_count=2900 1342 77 1558 1521 79 1442 278 120 58 62 158 82 42 49 1164 1033 76 47 131 127 1265 1082 449 431 633 551 523 480 474
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=12 2 14 9 9 18 18 15 17 19 12 14 14 8 12 17 17 8 9 9 15 10 17 6 17 2 17 17 15 16
split_gain=0.088215 0.233553 0.197909 0.197653 0.27188 0.221842 0.247502 0.254854 0.142336 0.160071 0.224303 0.142425 0.187539 0.146955 0.317273 0.287989 0.249223 0.20652 0.14564 0.314304 0.269243 0.243453 0.279848 0.236184 0.228668 0.208544 0.245042 0.19205 0.191499 0.524001
threshold=92.695913642950003 71.847610775600018 159.83069436635003 201.2906445504 204.42645579255003 13.934548574650002 13.030213775350001 32.188927121800006 166.83257850275001 13.451085274650001 254.30002952885002 161.53444867420004 168.39662374755002 8.8430989333000021 113.21840097485001 186.67336014325002 199.71712621985003 8.7431769115000026 207.37918994975004 214.57164835430004 24.673905035600004 80.468240302450013 197.05557773135004 14.185331438000002 208.46089438445003 223.36808516470003 209.52161856205001 200.83528241485001 28.777417478550003 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 3 5 -5 6 7 -1 9 10 -3 -10 -13 17 -15 -16 -17 18 28 21 24 22 -20 -24 -21 -22 -27 -25 -14 -30
right_child=1 8 -4 4 -6 -7 -8 -9 11 -11 -12 12 13 14 15 16 -18 -19 19 20 25 -23 23 27 -26 26 -28 -29 29 -31
leaf_value=0.00040719598515017797 0.00090000732816859503 -0.0019999611212875136 -0.0010357795617744101 0.0017873580675911958 -0.00021791765124942215 -0.001348445318513919 0.00092852368780955519 -0.0013204364661200407 -0.00090026550489007032 0.00061310431463199977 0.00041777668538849869 0.00087740856104492784 0.00031452647421730136 -0.002160842329000546 0.00096019012991385494 -0.0018054119001290846 0.00014629958129203682 0.00081968031690998386 -0.0018265545274285596 0.00011261260480406988 0.0014189306732254818 0.00082900268361399225 -0.0013040213103612999 0.0011392831816652918 -0.0020166169162100945 -0.0016176882869520168 0.0007412365652443904 -0.00046736613819081685 -0.0012904410293526876 6.7053222171253491e-05
leaf_weight=0.62539879184623737 1.2552060717716802 0.4556702233676323 0.91387546021178412 0.48146270122379042 0.56500271317054285 0.6017099207456339 0.72259079401555926 0.69100213004276156 0.58753304090350766 0.2525670540635474 0.21816041687043253 1.0826815280015569 10.781908524669232 0.35129983292426814 0.60894138979347179 0.46334999326791126 0.55028955692978343 1.3883372131967906 0.79128518375364354 0.57897676437278311 0.85642249090597011 0.38385096827551013 0.78968253816128742 0.42375234157589126 0.29157762983231805 0.24271639117068844 0.5597772611072287 0.88019682043523062 1.1546919335960435 20.542353483049737
leaf_count=30 30 205 44 10 31 26 21 18 12 46 46 20 1077 14 33 38 28 41 52 57 35 42 51 19 75 25 40 52 82 600
internal_value=3.97941e-05 6.59627e-05 -0.000218939 -1.64822e-05 0.000704679 -0.000302266 6.46306e-06 -0.000499669 4.22965e-05 -0.000718191 -0.00121719 5.85634e-05 7.17496e-05 5.08014e-05 -0.000471373 -0.000105592 -0.000745857 7.67864e-05 4.98412e-05 -0.000236414 0.000282546 -0.000638 -0.000833192 -0.000457752 -0.000600537 0.000745964 2.77733e-05 5.47565e-05 0.000100944 -5.19107e-06
internal_weight=50.0923 45.4912 4.60104 3.68717 1.04647 2.6407 2.03899 1.3164 44.236 0.926398 0.673831 43.3096 42.7221 41.6394 1.97388 1.62258 1.01364 39.6655 38.2772 5.79824 2.52947 3.26877 2.88492 2.09363 0.870554 1.65892 0.802494 1.30395 32.479 21.697
internal_count=2900 2720 180 136 41 95 69 48 2690 297 251 2393 2381 2361 113 99 66 2248 2207 448 232 216 174 122 132 100 65 71 1759 682
is_linear=0
shrinkage=0.00196078


Tree=964
num_leaves=31
num_cat=0
split_feature=9 9 0 0 18 4 6 15 5 4 3 12 3 6 7 18 15 3 10 9 9 6 6 15 13 9 7 0 7 2
split_gain=0.0390992 0.130702 0.169049 0.354565 0.173221 0.192155 0.120267 0.103321 0.154667 0.129118 0.121591 0.115654 0.0951127 0.0909049 0.0826116 0.12781 0.101209 0.0747256 0.101276 0.0719907 0.216763 0.156534 0.21845 0.373179 0.215531 0.158264 0.181671 0.147263 0.128258 0.0732086
threshold=207.37918994975004 212.35308743945004 88.576630023850015 91.410264893400026 15.914538559100002 208.43801132360002 14.875347560100002 29.712811603950005 18.725555412050003 190.68865001715002 87.114108800950007 281.66997808940005 89.324021384150015 15.025351064900002 25.884549244650003 17.383654746850002 20.609775022200004 76.884525614550014 81.320481529800006 203.09362050815002 202.89977928865002 16.485385178400005 14.980350013450002 28.566186095050004 117.41840884735002 204.09084027260005 25.027970878050002 98.201310130900012 25.159995955100005 325.75432260090003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 -4 6 -6 -5 9 -9 -3 -10 13 -12 14 -11 16 -16 18 -17 20 29 22 23 25 -24 -21 -27 -28 -25 -1
right_child=1 7 3 4 5 -7 -8 8 10 11 12 -13 -14 -15 15 17 -18 -19 -20 21 -22 -23 24 28 -26 26 27 -29 -30 -31
leaf_value=0.0020467696164440594 -0.084651709044925416 -0.10279412306925079 0.080285720034258656 -0.088131404574319464 0.082919934467011541 -0.031205563410665438 -0.010437411176028916 0.074628673718860755 -0.055243906953325483 0.070150436683522444 0.061405160249245888 -0.079514016119554415 0.0039737869680654455 -0.06775175186244535 -0.10300448634246206 0.10050209962336559 0.0010071254776684486 0.080741614719992486 -0.10093373254940584 0.086565104943384055 -0.077614701304348929 -0.038830205824131526 0.091450154821117763 -0.10556069063959515 0.009876893927870738 -0.06101312554710342 0.087417465214417608 -0.015865237784300885 -0.013000744036606886 -0.034093094223343549
leaf_weight=26.320174532190673 0.40002867094881311 0.15558916339068707 0.33485183818265785 0.59270426270086296 0.21586254256817483 0.46607054652849911 0.30012433882802725 0.3912440715794222 0.27976603484148688 0.22499417784274534 0.3622082364745437 0.18490448791089864 1.4144207347417248 0.14520707073825179 0.14655034687893931 0.041071152314543724 0.2586943831120152 0.21974098635837436 0.063625421003962401 0.37942082318932058 0.35284390090964635 0.46377807515091252 0.71610972002963513 0.3276760749722597 0.59139767372289498 0.25789080915274099 0.30396008770912886 0.25292057801448209 0.27563454704068135 0.57271415753984811
leaf_count=1907 37 25 19 69 18 46 20 20 39 17 19 57 85 16 21 3 38 13 54 22 11 29 20 26 29 14 8 41 20 157
internal_value=0.000547147 -0.00670014 -0.0255418 -0.0131593 -0.0330292 0.0049203 -0.0620146 0.00449257 0.0169979 -0.0167578 0.00603322 -0.00633869 0.0156825 0.00596302 0.0171751 0.000840396 -0.036607 0.0476148 -0.021913 0.00200478 0.000255448 0.0153599 0.023454 0.00083198 0.0545538 0.033218 0.00837542 0.0405092 -0.0632728 0.00127713
internal_weight=37.0122 6.19766 2.30964 1.90961 1.57476 0.681933 0.892829 3.88802 2.44764 1.44038 2.0564 1.28479 1.77663 1.09988 0.954676 0.729682 0.405245 0.324438 0.104697 30.8145 27.2457 3.56879 3.10501 1.7975 1.30751 1.19419 0.814771 0.556881 0.603311 26.8929
internal_count=2900 616 209 172 153 64 89 407 163 244 143 219 104 162 146 129 59 70 57 2284 2075 209 180 131 49 85 63 49 46 2064
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=6 13 16 16 8 6 14 8 6 10 2 0 12 2 18 8 17 4 16 8 4 8 14 17 15 18 17 3 5 2
split_gain=0.0411005 0.0797182 0.114093 0.076564 0.170924 0.150291 0.0879084 0.0724856 0.0869713 0.156422 0.146481 0.0843099 0.0781794 0.202804 0.142795 0.366808 0.235649 0.119655 0.0968065 0.0940795 0.177263 0.139189 0.0971663 0.0868991 0.325914 0.163675 0.219568 0.207829 0.387994 0.345664
threshold=22.585527707250005 117.99105042915001 22.744946812400002 22.794946695500006 8.6432548896500023 20.305474434200004 181.81034871985003 9.4426310644000022 16.705390318750002 64.321360770950022 121.41360778140002 86.458125017100016 92.695913642950003 71.847610775600018 12.949570119650001 8.3434888241000014 177.83257937300002 160.78932789135004 18.714956236300004 8.8430989333000021 169.78633280640003 8.7431769115000026 173.24670297025003 184.59783591905003 37.434800281900003 13.086509421050001 187.45953903175004 93.249170254600017 22.732890661650003 112.15964652650003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -6 -3 8 12 10 -10 -12 14 -14 -1 16 -16 -15 -18 20 -19 22 -22 24 -24 26 -25 -27 29 -29
right_child=-2 3 -4 4 5 -7 -8 -9 9 -11 11 -13 13 17 15 -17 18 19 -20 -21 21 -23 23 25 -26 27 -28 28 -30 -31
leaf_value=-0.067399683598849819 0.040419355829506162 0.026053831106329257 0.044321198429249031 0.053405346168394478 -0.10323323240238469 0.0061802432200851352 -0.10496441680342883 0.041786530536769145 0.048592545510424592 -0.10969299271304445 -0.10272984261940599 0.063429214207318216 0.051163547422814648 -0.048916869865492922 0.036525343538673948 0.042692476550213937 -0.10537516895162501 0.041319789756381939 -0.03972259294408334 -0.037683001113351003 -0.045893960026127625 0.039429936865595344 -0.0047378661062034855 -0.0014728014842665174 -0.10705916481797587 0.0045612779074353776 0.082052836756970837 -0.0033195010180446516 0.0061988729225555496 -0.10614712493012701
leaf_weight=0.45014808663836392 0.2560973335057487 0.068162123003274955 0.59829754155361925 0.26952387625351548 0.23690376168815419 0.26707359869033098 0.20593148406624096 0.41566664414858578 0.24177614037841877 0.20150969472706493 0.15033636368082171 0.038321353495121002 0.81247641437221574 0.4814808130904592 0.29925974147590773 0.91205533675383765 0.36800060686437064 1.1110870824195505 0.57634738378692418 0.60538588544295535 0.46718636553487769 0.89349686860805277 3.5633114927259188 0.67572893406395695 0.34109263007030666 18.280151832681444 0.5891010644409107 0.55517015233635836 1.9054137075140714 0.79513259429950267
leaf_count=21 8 13 19 10 35 17 49 42 42 13 96 2 28 12 21 33 39 36 22 38 19 35 553 34 23 1429 33 12 132 34
internal_value=0.000498699 0.000217643 0.00102379 -0.0269678 -0.0108749 -0.0452516 -0.0723825 0.000277888 -0.000224932 -0.0369796 -0.00293848 -0.0689786 0.000464661 0.00185976 -0.0161729 -0.00547566 -0.0408019 0.000536122 -0.0653066 0.00133561 0.0021452 0.000594334 -0.000682684 0.000108255 -0.0136768 0.00246881 0.0374297 0.000415509 -0.0228621 -0.0638701
internal_weight=36.6316 36.3755 35.3279 1.04759 0.773501 0.503977 0.274094 34.7296 34.314 0.631944 0.430434 0.188658 33.682 31.0762 2.60581 2.15566 1.24361 30.2637 0.944348 29.7823 29.1769 28.0658 27.1723 26.7051 3.9044 22.8007 1.26483 21.5359 3.25572 1.3503
internal_count=2900 2892 2768 124 62 52 62 2749 2707 153 140 98 2554 2418 136 115 82 2390 61 2378 2340 2304 2269 2250 576 1674 67 1607 178 46
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=9 9 14 0 0 13 6 4 7 2 6 7 7 7 6 6 12 0 18 9 2 3 2 16 9 15 12 15 14 14
split_gain=0.038139 0.114652 0.150417 0.181872 0.333684 0.120517 0.107505 0.0937447 0.1785 0.126317 0.0809727 0.187134 0.150159 0.219509 0.128614 0.0793515 0.103804 0.089734 0.159505 0.0708173 0.0719203 0.11016 0.0822373 0.109808 0.158028 0.102723 0.0838667 0.128232 0.0751541 0.121666
threshold=207.37918994975004 212.35308743945004 181.38224455095002 89.219171517050015 91.410264893400026 99.19872809730002 14.875347560100002 190.68865001715002 22.638073512250003 138.50479637360004 18.080422446150003 24.292705381350004 25.113507579400004 25.308871412700004 14.925348728400001 14.135330269750002 281.66997808940005 98.201310130900012 17.383654746850002 206.65653280825003 325.75432260090003 70.523633677900008 308.2991537635001 11.934972090850001 41.133939724950004 17.183237161800005 161.55002974485004 15.105253432850002 384.93581166080008 372.9814472906001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 -4 -5 -6 -7 8 -3 -9 11 -11 -13 -14 15 16 17 -15 -19 20 22 -22 23 24 -1 26 -25 -28 29 -27
right_child=1 7 3 4 5 6 -8 9 -10 10 -12 12 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 25 -26 28 27 -29 -30 -31
leaf_value=0.0036023803938680108 0.029364808243321456 0.01969481798928558 -0.10427253743570782 0.096679013770017044 0.034380718222304284 -0.072097999139796004 0.00077215774617504242 0.059273659855384603 -0.084492944904757686 -0.10431833806513663 0.05362489060997562 0.060939784019088672 -0.10807070861185526 0.071924173742884137 0.071756970179636753 -0.059141137093869395 -0.042993889953411475 -0.066731321372372893 0.046652715821538425 0.043762525192567743 0.026999370547120274 -0.062948705109877753 0.044312645315960415 -0.023810268317347942 -0.10099601233724559 0.00098406633938053585 -0.014645326172274915 0.07771813592953826 -0.043050109503278859 0.059620823747994801
leaf_weight=0.33597079043421629 0.41482245423685471 0.34169643400673555 0.3319912036822642 0.20306086633354414 0.17989404440595524 0.81504977882650542 0.26936608459800482 0.46287752631178625 0.31698477336612996 0.17055966444604642 0.27797700450173568 0.38686108961701426 0.1944699641317128 0.25917290663346626 0.2410855900379828 0.24410560499927658 0.33062989527570608 0.21178093977505341 0.2995791284729421 0.39821550462511268 0.20522024585079535 0.40458790359377872 0.4526566725144211 0.19088850900152721 0.25336505094196582 26.572494758727778 0.21253007461928064 0.51346245185413864 0.37947394420188985 0.35863300654818786
leaf_count=203 35 24 27 15 29 84 19 50 27 15 21 20 11 12 16 37 75 39 60 33 52 111 72 28 204 1446 29 38 38 30
internal_value=0.000431545 -0.0068863 -0.024919 -0.0374335 -0.0223112 -0.0414223 -0.0539972 0.00379589 -0.0304447 0.0111206 0.00260111 -0.00346473 0.00447072 -0.00779646 0.00449608 -0.00755774 0.00387726 0.0239893 -0.000305542 0.00187009 0.00131177 -0.0326783 0.00201993 0.00135559 -0.0413662 0.00224754 0.035171 0.0506793 0.00114222 0.00176491
internal_weight=36.2295 5.95196 2.21418 1.79936 1.46737 1.26431 1.08442 3.73778 0.658681 3.0791 2.61622 2.33824 2.16769 1.78082 1.58635 1.34527 1.10116 0.770533 0.51136 30.2775 29.8793 0.609808 29.2695 28.8168 0.589336 28.2275 0.916881 0.725993 27.3106 26.9311
internal_count=2900 616 209 174 147 132 103 407 51 356 306 285 270 250 239 223 186 111 99 2284 2251 163 2088 2016 407 1609 95 67 1514 1476
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=19 8 2 12 6 5 3 18 6 4 15 18 5 4 7 9 5 2 6 2 6 9 0 15 13 10 15 18 17 15
split_gain=0.0337876 0.0716188 0.0573003 0.1283 0.0640018 0.109767 0.113864 0.124582 0.122021 0.112715 0.0927848 0.16724 0.146303 0.208788 0.194685 0.186844 0.172486 0.166041 0.132556 0.130488 0.120446 0.126988 0.133668 0.117755 0.127803 0.117558 0.120658 0.0806692 0.0992037 0.360838
threshold=14.651182102100002 8.6432548896500023 50.734033752200013 78.909246879600019 16.705390318750002 23.721757872050002 101.23926781830001 13.075178189100003 22.585527707250005 159.66984649465005 44.34858359035001 13.278511569200001 22.963361893800002 261.57690773345007 22.446731871300006 199.21354841250005 23.398433971250004 145.11127223590003 16.505385645700006 122.26439358135001 16.475384944750001 200.63976601170003 87.393708446500014 20.742056627150003 116.43981008785001 61.917879202350001 42.133814420300006 12.868666868750003 185.01807150455002 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=2 -2 -1 -4 10 -6 7 -7 9 -8 12 -12 25 14 17 16 -15 19 20 -14 21 -13 -23 -18 -25 -5 27 -27 29 -29
right_child=1 -3 3 4 5 6 8 -9 -10 -11 11 18 13 15 -16 -17 23 -19 -20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.024265665335933207 0.032613453085702841 -0.011553271873381087 -0.066395145922306373 -0.03477602210269206 -0.057013632943520944 0.068324741294159927 0.06011427484216722 -0.027730400284733787 0.07412957895952936 -0.10214183797645067 -0.10311690148135975 0.027739835896572546 0.024685198982585907 -0.094148457953543277 0.080845299151539873 0.057113809116494385 -0.0641704177715227 0.057821727791492354 -0.073540054413489514 -0.10740310037853236 0.062857677033324469 -0.10309563261462956 0.0021780468966369477 -0.029919034912925836 0.062178272722207807 0.036455240548050015 -0.051619484920923053 -0.0037975422587328781 0.0033027341527493877 -0.10882374475631706
leaf_weight=0.92668847308959712 0.91689440896152408 0.61233776676817797 0.29682796186534588 0.96209170911152853 0.53257166868570383 0.32508620430803603 0.052309463397250511 0.23095154512338922 0.070450324565172195 0.23583647798091079 0.22253466770780406 0.41113189123370808 0.1394558561878505 0.26777045462222282 0.84882937837392092 0.3785402183420955 0.22225134484278897 0.31389038630732102 0.26673892555118062 0.16128778265556321 0.27210469462443143 0.22984939851448871 0.25378022783115739 0.27324344025691971 0.33591221708593366 0.65082474394876655 0.43157806593717296 3.0698319484211001 21.622644828006742 0.36614458326948796
leaf_count=34 27 34 23 37 37 26 11 21 3 177 84 34 32 15 22 12 31 24 21 22 15 23 17 26 22 24 29 479 1528 10
internal_value=0.000383953 0.0149281 -0.000263143 -0.000942794 -0.000356687 -0.0209221 9.32384e-05 0.028428 -0.0438425 -0.0726862 0.000582177 -0.0224608 0.00185238 0.0230357 0.0498087 -0.00347901 -0.0243463 0.0069462 -0.00994076 -0.0461533 0.00459768 -0.0131197 -0.0478542 -0.00186515 0.020867 -0.000446398 0.000817066 0.00169731 0.000794569 -0.0149893
internal_weight=35.9004 1.52923 34.3712 33.4445 33.1476 1.44721 0.914634 0.556038 0.358596 0.288146 31.7004 1.65614 30.0443 2.94118 1.46346 1.47772 1.09918 0.614634 1.43361 0.300744 1.16687 0.894762 0.48363 0.831407 0.609156 27.1031 26.141 25.7094 25.0586 3.43598
internal_count=2900 61 2839 2805 2782 275 238 47 191 188 2507 194 2313 206 100 106 94 78 110 54 89 74 40 79 48 2107 2070 2041 2017 489
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=6 6 8 8 0 0 9 7 18 16 19 16 3 9 5 5 4 5 9 3 6 5 15 17 10 15 10 15 18 18
split_gain=0.115058 0.470604 0.189353 0.251906 0.181002 0.267327 0.322896 0.430638 0.236656 0.290727 0.235278 0.351733 0.372093 0.240628 0.208298 0.228777 0.40713 0.217051 0.205318 0.192149 0.27875 0.343705 0.538724 0.295738 0.240467 0.215654 0.191806 0.17536 0.1513 0.326833
threshold=13.665319288000001 13.775321858200002 8.1436447804000007 8.543332867800002 93.972365491700018 87.181320254150009 188.53841931785004 22.940014114900002 13.482409244300003 22.634947069650003 13.051052998800001 18.684956306450005 84.807411725000023 206.08249486475003 20.206488238950005 21.042547594650003 156.87360773940003 21.269675393700002 202.89977928865002 85.80214123330002 16.180378051950004 17.708776378750006 33.202295547750005 198.47149978265003 62.55235532115001 38.567335632300008 76.919475570250015 24.511023953300004 13.878370392300001 13.601370067700001
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -7 -8 -9 19 13 -12 -13 18 -3 16 -16 -17 27 -10 21 -21 -23 -24 -22 -25 -15 -6 29 -19
right_child=1 4 3 -5 10 6 7 8 9 -11 11 12 -14 26 15 17 -18 28 -20 20 24 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-4.4488923038948455e-05 0.0014279097806021736 0.0010473630814059793 -0.0015332507569209169 0.00075967822444713087 -0.00068434863780032469 0.0013773573148469925 -0.00080298620637359389 0.0012519065474444868 0.001058140453791603 0.0012265490329811852 -0.0020354191459197356 0.00051971399687907895 -0.0014030046257432847 -0.0015847395002785917 0.00061289652745283069 0.0008303437899793443 -0.0012641740768290458 -0.00011257635301320776 0.0012787933605727798 0.00090231345996598725 -0.00031202906712682083 -0.0017085712225701252 -0.0010552177260385815 0.0010910974443086752 0.00088919792050354371 -0.00037577210365264259 0.0002374079785661943 0.00058556188411770804 -0.0010400699722699651 0.00081360187700487481
leaf_weight=8.2631433221263215 1.003296082606538 0.67564049566863715 0.73252171966305546 0.24610011327604298 0.75097336119506486 1.0699056382582046 1.3186005552997802 1.088919905014335 0.80786119989352112 1.1038289177231488 0.60208817239254164 0.93449619680177398 0.66047249140683562 0.51125976317416633 0.64694472774863543 1.1699965959414864 1.4179649811485431 12.918893969363802 0.70985625288449217 0.76818417804315675 0.93846036819741163 1.0589971935842188 0.72362270799931172 0.89508616086095549 2.0194749771617353 0.67660868279926945 0.39270284085068852 0.94306589174084365 0.56687162306389005 1.6522037669401477
leaf_count=1227 34 18 91 16 21 30 26 18 26 34 86 31 58 46 14 21 38 720 20 15 20 34 16 16 57 33 19 25 38 52
internal_value=5.51542e-05 0.000102845 -0.000141077 -0.000956634 6.69372e-05 0.000124234 0.000347425 0.000250761 0.000388592 0.000284047 -0.000261113 -0.000758504 -0.000276479 6.9251e-05 -2.18713e-05 -6.11911e-05 -0.00067608 1.66659e-05 0.000393551 0.00015216 4.87898e-05 -0.00028076 -0.0005517 -1.79513e-05 0.000508086 0.000459616 -0.000793155 2.26062e-05 -4.62223e-05 -7.55783e-06
internal_weight=47.268 38.0263 9.24177 0.978622 37.023 31.5181 12.4696 11.3996 10.081 8.99212 5.50491 2.19706 1.59497 3.30786 19.0485 18.3729 2.06491 16.308 2.4039 7.8883 7.08043 4.1225 3.35431 2.29532 2.95794 1.57169 0.903963 1.69404 15.138 14.5711
internal_count=2900 1566 1334 107 1532 1226 325 295 269 251 306 175 89 131 901 883 52 831 66 217 191 114 99 65 77 49 65 46 810 772
is_linear=0
shrinkage=0.00196078


Tree=969
num_leaves=31
num_cat=0
split_feature=5 5 17 10 13 13 6 13 13 13 16 17 0 6 19 17 5 17 10 3 13 2 5 18 5 0 6 7 4 6
split_gain=0.0813153 0.235962 0.184846 0.185353 0.0927044 0.418693 0.284126 0.261358 0.657198 0.317459 0.509334 0.212059 0.344758 0.344755 0.310795 0.382965 0.632925 0.332173 0.300562 0.269403 0.3549 0.211891 0.402324 0.241335 0.206104 0.218685 0.199471 0.413069 0.254971 0.219817
threshold=7.7286379265000011 5.2595069053500012 201.37020668845003 90.740838818900016 117.38883580790001 117.47217800995001 16.425383776450001 113.85351336640001 113.58197909515002 112.82921081865001 19.974953289850003 201.37020668845003 87.29692395375001 16.355382140900002 14.351157895250003 186.52991945525002 22.732890661650003 180.19381692845005 61.950140699950005 93.308316333450009 117.58509325145 163.32842070695003 23.151456684850004 13.583580954200002 22.073674782200005 85.775256651950016 16.435384010100005 22.426784932800004 198.95919911430005 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 -1 7 6 -6 8 9 10 -2 12 13 -7 15 17 -17 -15 -18 20 -16 26 -23 -24 -19 -26 -21 29 -29 -28
right_child=4 -3 -4 -5 5 11 -8 -9 -10 -11 -12 -13 -14 14 19 16 18 24 -20 21 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=0.00065411123942276913 7.7097188227407535e-05 -0.0019750448255753845 -0.0019790645864906711 -0.0019754516133082527 -0.0017071735888635872 -0.0014954742689757999 -0.00017949703009094629 0.00043400303664972115 -0.0022014942421521495 0.000990399116266415 -0.0014472161929354461 -0.00085050031094297787 0.0015182528089886442 -0.0014553595256905998 0.0015776585332835582 -0.0021754472097865146 0.0010454607763495307 0.0012365898496022123 -0.0010031632607998462 -0.00066240932537666255 0.00012732269063005157 -0.0021216238644365748 -0.00040240925039734295 0.0014917714913750882 0.00086970178927968009 -0.0011427408122106366 -0.00083703721571126743 0.0017222351616997622 0.00035977004061704784 0.0003837157768505584
leaf_weight=0.82723411493498022 17.872850735293255 0.29475227508100932 0.15572647987573873 0.1177276175658335 0.91356597717094945 0.53481250925687618 0.95984555478207767 7.9757166932286045 0.50135469145243305 1.3478897696368211 0.88448607904137944 0.93478258805407755 0.64164816960692483 0.36732153745833729 1.2778755715116843 0.90109956718515638 0.56112320296233498 0.91727681830525376 0.5406195502873743 0.70423029165249307 1.317437872290611 0.43171985633671273 1.1256688803114228 0.33573526395048237 0.42576459963675006 0.40515413085813634 0.9439064767211679 1.1344119817949834 0.98800648696487758 1.420637846633326
leaf_count=77 1366 192 107 141 28 26 22 295 22 45 47 40 14 66 20 26 15 17 28 19 22 15 85 12 24 17 21 19 26 46
internal_value=4.94281e-05 -0.000416932 3.13584e-07 0.000326508 6.34641e-05 -4.76926e-05 -0.000924466 0.000132621 1.59718e-05 7.12677e-05 5.2195e-06 5.5553e-05 0.000112113 4.91637e-05 0.000109034 -0.000342122 -0.000956636 0.000239664 4.02114e-05 0.000300986 0.000841436 0.000102994 -0.000458547 3.27498e-05 0.000595813 -0.000111561 0.000307776 0.000460047 0.00108799 -0.000103599
internal_weight=47.7604 1.39544 1.10069 0.944962 46.3649 17.7826 1.87341 28.5823 20.6066 20.1052 18.7573 15.9092 14.9745 14.3328 13.798 4.11836 2.00284 2.11552 1.10174 9.67963 2.59531 7.08432 1.89312 1.4614 1.7482 0.830919 5.19119 4.48696 2.12242 2.36454
internal_count=2900 517 325 218 2383 608 50 1775 1480 1458 1413 558 518 504 478 193 69 124 43 285 42 243 112 97 58 41 131 112 45 67
is_linear=0
shrinkage=0.00196078


Tree=970
num_leaves=31
num_cat=0
split_feature=6 5 13 14 13 2 17 18 6 6 3 10 7 17 17 0 16 7 16 10 13 5 6 5 5 5 5 16 13 10
split_gain=0.155272 0.234197 0.224405 0.326162 0.336829 0.738444 0.43821 0.284942 0.208977 0.336539 0.284056 0.192516 0.2553 0.242952 0.23751 0.170884 0.253458 0.246465 0.177222 0.733042 0.227298 0.359631 0.32529 0.289764 0.315079 0.226818 0.308814 0.297592 0.225359 0.270115
threshold=14.815346158200002 17.671168838450004 107.97116697695002 161.53444867420004 109.51703040195001 190.89843378335004 205.63493178080003 14.597307883300003 13.665319288000001 13.775321858200002 82.234557294150008 78.220689305400015 23.974509389900003 166.83257850275001 202.15076634215004 94.614906984850009 18.564956587050002 19.152455927400002 18.984955604900005 67.203387886850024 117.38883580790001 19.731257453750004 15.785368822600002 20.206488238950005 21.042547594650003 21.005083245250002 21.269675393700002 21.979948601300006 117.47217800995001 62.106071271500007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 11 -10 -11 12 13 -1 -14 16 17 -3 -18 20 21 22 -20 -22 -25 -23 -27 -28 -26 -30
right_child=1 15 3 4 5 7 -8 -9 9 10 -12 -13 14 -15 -16 -17 18 -19 19 -21 23 25 -24 24 28 26 27 -29 29 -31
leaf_value=-0.0020449554013737795 0.0012101941205653203 0.00019975556998205022 -0.0021084699812397535 -0.0017354082047497752 0.0018113162332398741 -0.0019259360381367779 0.0004165145562168021 0.00032012720667460968 0.0013590572723773549 -0.00058273000193275078 0.00054992724109836932 0.00011496435838436655 -0.0020170831821705025 0.00012064735727257398 -0.00039482124789025369 0.0012576513524431732 0.0007665752380791879 -0.0021098725376964981 -0.0012081071657864145 -0.0012743896986619849 0.0013071250479043432 0.0011105146102672254 0.00049425500316157048 -0.0007817957297249485 -0.00063379498447215324 -0.00082333376855893284 0.00016751744645506666 0.0012333556579060493 0.00010998588205630628 0.001382316440816149
leaf_weight=0.21872366346360905 0.8085644247476037 0.33274429083167589 0.42714943864848409 0.97469878716583502 0.72541909199207999 0.46045988338300958 0.58050488342996687 0.41097512069973163 1.0629093428142358 1.4085891587310473 2.1515125571750104 5.56627290140068 0.62899961965740636 2.2277568260105909 0.77386135683627799 0.517314014286966 1.6845561746085902 0.38106981177315902 0.87783887563273821 1.3921278984053049 0.67275330756092699 2.4498827909119427 0.8488298156298697 1.7867634007707227 1.4624114012985945 0.70239028800278891 2.6008018792490475 1.6436705539526881 11.552630397233767 0.67923497569791003
leaf_count=35 24 92 23 108 13 23 21 19 32 59 86 902 87 209 75 12 63 141 21 49 16 49 22 48 41 14 83 42 472 19
internal_value=8.41597e-05 0.000169056 -6.23002e-05 -0.000500567 -0.000282673 0.000349883 -0.000932168 -0.000866676 4.94377e-05 0.00039085 0.00010178 -0.000118194 -0.000455348 -7.29649e-05 -0.00112219 0.000140602 0.000120722 -0.00103324 0.000149773 0.000110813 0.000187102 0.000434514 -0.000371226 4.73674e-05 -7.37735e-06 0.000622603 0.00038097 0.000580263 9.3665e-05 0.000180638
internal_weight=48.0114 30.3936 17.6178 3.57921 3.15206 1.59685 1.5552 0.871435 14.0386 4.62301 3.5601 9.41561 3.84934 2.44648 1.40286 29.585 29.0677 0.713814 28.3539 26.6693 25.2772 9.12341 1.72667 16.1538 15.481 7.39675 4.94686 4.24447 13.6943 12.2319
internal_count=2900 1208 1692 207 184 55 129 42 1485 177 145 1308 406 244 162 1184 1172 233 939 876 827 231 43 596 580 188 139 125 532 491
is_linear=0
shrinkage=0.00196078


Tree=971
num_leaves=31
num_cat=0
split_feature=7 18 15 4 9 18 9 0 13 7 18 0 15 18 5 7 18 8 13 9 18 5 2 15 5 5 4 15 17 17
split_gain=0.0359592 0.119536 0.212327 0.210041 0.228463 0.175586 0.196857 0.415271 0.1961 0.171439 0.270946 0.230554 0.220636 0.217768 0.341783 0.202426 0.168856 0.165294 0.302277 0.137913 0.259334 0.310749 0.279913 0.135892 0.201964 0.162482 0.152403 0.145593 0.139412 0.207146
threshold=24.373474566200006 14.322090334300002 33.202295547750005 331.03504650000008 199.21354841250005 13.954623666350001 206.08249486475003 93.262612545250008 109.72404167800001 23.124786352450005 13.386548691950003 87.181320254150009 37.576156502300009 13.668531103750002 19.667938474250004 23.074695113900002 13.3584252364 8.2435668022500028 111.26990510300001 201.78065190905002 13.601370067700001 22.665750084250003 188.32206997295003 41.657300687350009 22.963361893800002 23.334907547600004 207.32835501420001 41.403124198950003 188.54236693505001 186.52991945525002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 9 7 -7 -9 10 15 12 -11 17 -15 16 23 18 -12 20 21 -14 -23 27 -25 -26 -27 28 29 -1
right_child=-2 2 -4 -5 -6 6 -8 8 -10 11 13 -13 19 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0085935829221838733 -0.0044319601951952892 -0.059493180291234363 0.072178677665055743 0.047009311256120012 0.024015265565032709 -0.082597784426866092 0.034472393921137295 -0.022852839594067954 0.070007038931966456 -0.052084410992945085 -0.085865773318620525 0.038261239111942541 -0.055841295195112023 0.062465940447339774 -0.072064174101038478 -0.06342058514136012 0.069872263333551995 -0.088007972549667177 0.06563096216420726 -0.023483146505557953 0.06825032816975414 0.092548788591286499 -0.010235676745533807 -0.08027748045599159 0.05332579404940755 0.03759975800493668 -0.046386854197174393 0.07707951762335967 0.023948938733574732 -0.035074233172820178
leaf_weight=3.9760588834406043 10.472021044835854 0.65757803212181876 0.64939671452157188 0.80507651242805867 0.65287294721929356 1.0359537678814374 0.46175319750909682 0.71539092807870452 0.33340056240558624 0.65786686162755259 0.28775682278910542 2.7897754954137781 0.62322132941335517 0.45213525820872735 0.32430178369213536 0.44292975289136016 0.39330299929133694 0.82879644984495826 0.24285787651024293 0.85974412759242103 0.84225450502708543 0.45499823096906744 0.6343373519484885 0.44232144486158986 0.3776422906666993 0.29975420981645562 0.77382228986880364 0.29853423126041967 2.8469503037485993 1.4946726836205924
leaf_count=447 1353 139 24 78 34 53 27 62 6 26 55 73 11 32 26 15 14 31 9 58 21 11 34 12 12 10 100 5 80 42
internal_value=0.000506153 0.00252179 0.022162 0.00680852 -0.0178889 0.000149468 -0.0246056 -0.0376908 0.00666641 0.0032481 -0.00330118 0.0161152 0.000944209 -0.0359752 0.00627548 0.00284961 0.00554179 -0.060107 -0.016527 0.011161 0.0228194 0.000476 0.0326958 0.00313438 -0.0211217 -0.00309148 -0.0229369 0.00846502 0.00600234 -0.00333701
internal_weight=36.1275 25.6555 2.76492 2.11553 1.31045 22.8905 2.5465 2.08475 1.04879 20.344 13.4818 6.8622 4.07242 2.13585 0.776437 11.346 10.9031 1.35941 0.530615 3.41456 2.55481 1.71256 1.08934 10.5098 1.89354 1.45122 1.07358 8.61622 8.31768 5.47073
internal_count=2900 1547 275 251 173 1272 148 121 68 1124 890 234 161 153 58 737 722 95 64 135 77 56 45 708 134 122 110 574 569 489
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=3 2 5 7 17 15 17 17 16 12 18 2 12 3 5 16 10 3 7 0 2 7 17 12 2 6 12 2 18 7
split_gain=0.03478 0.0995698 0.0844352 0.0565306 0.0881852 0.0888788 0.0847313 0.114876 0.105591 0.0891507 0.0795678 0.0790107 0.0670434 0.0752276 0.176785 0.101371 0.113175 0.121081 0.284353 0.271317 0.119396 0.115224 0.18683 0.1948 0.182812 0.166549 0.157326 0.126183 0.118208 0.227315
threshold=108.42013948475001 170.32456123625002 29.040033326300005 19.874819532250005 166.83257850275001 20.742056627150003 168.75790693355003 167.56787829315002 18.594956516900002 247.01970978410003 11.257534840550003 71.847610775600018 66.834523482800009 94.92945658615001 30.133297129900004 22.724946859200003 61.82916008405001 93.932038619750017 22.446731871300006 85.447264760050004 136.00952513250002 22.580174331950005 189.37128582595003 98.870599058600007 83.677637406800017 14.055328400500002 131.64402048350004 130.66276448315003 13.042786209850002 22.660992635700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 10 -6 7 8 9 11 -1 -5 -8 15 -15 16 -14 21 -19 -20 -21 22 23 -18 -25 -24 -26 -28 -23 -30
right_child=1 -3 -4 6 5 -7 12 -9 -10 -11 -12 -13 13 14 -16 -17 17 18 19 20 -22 28 25 24 26 -27 27 -29 29 -31
leaf_value=0.03511201041417205 -0.10132383997490968 -0.10238648850045927 0.053495219885257531 0.019138679213616394 -0.010831772022160999 0.05853801414972231 0.040962078716010195 -0.10697967502198258 0.098541548058939707 0.052717724912045398 -0.056379177589365607 -0.10144265576855567 -0.068371338531893866 -0.066461614299294564 0.032780629279015122 0.035140361508344202 -0.030613385872962112 -0.10840582805876148 0.083587431369798473 0.004661888515044052 -0.10270140067103545 0.042529638182217 -0.012763687428039204 0.0871064373900199 -0.065643457368364286 0.08495482788379842 0.080063972334350808 0.0045335497720273314 -0.062983060048713055 -0.00025472619632221531
leaf_weight=0.16271222829527576 0.047452963497561451 0.12371545662495009 0.13672610624780646 0.079359186132022752 0.25957314597326331 0.64027694214018993 0.40725689986720581 0.17001401863581123 0.074396012583747506 0.089612315375234175 0.22860713136105915 0.17237075433763493 0.24051176593275414 0.49664141002403894 0.28108389003591583 0.84112267792806861 0.9681428163057787 0.33790842302550916 0.26200763079896205 0.21793828997761011 0.19740059724517778 0.61907925002015218 0.23949123512284121 0.37542337551712979 0.23746818435756711 0.6419041013577953 0.29599534563021712 0.87515213315782603 0.59118927447707648 25.315133603658069
leaf_count=7 47 46 44 9 28 46 15 29 4 37 47 142 16 102 23 32 27 24 27 6 39 28 41 8 17 25 10 94 22 1858
internal_value=0.000463438 -0.0330006 0.0136067 0.000755172 0.0212934 0.0385274 -2.4169e-05 -0.0377288 -0.00940895 -0.0329369 -0.0183368 -0.0634288 0.000636267 0.000139108 -0.0305937 0.00088011 -3.72005e-05 0.000490003 -0.0334773 0.00390233 -0.0463653 0.00163346 0.0183339 0.00550165 0.0251002 0.0584029 0.00857429 0.0236231 -0.000654245 -0.0016862
internal_weight=35.6257 0.307895 0.184179 35.3178 1.29117 0.89985 34.0266 0.585752 0.415738 0.341342 0.391319 0.25173 33.4409 33.0336 0.777725 32.2559 31.4147 31.1742 1.01525 0.677347 0.415339 30.159 3.63358 2.75218 1.78404 0.881395 1.40862 1.17115 26.5254 25.9063
internal_count=2900 137 91 2763 128 74 2635 221 192 188 54 151 2414 2399 125 2274 2242 2226 96 72 45 2130 222 156 129 66 121 104 1908 1880
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=19 18 17 16 0 10 16 3 10 8 16 10 5 12 0 18 16 8 17 9 7 16 15 16 9 7 16 5 5 18
split_gain=0.0341969 0.0686921 0.0505264 0.230661 0.227422 0.160708 0.312655 0.250973 0.33969 0.207582 0.190738 0.231383 0.163781 0.160547 0.116162 0.221899 0.123924 0.208481 0.087274 0.0863491 0.0742332 0.0671591 0.216235 0.329055 0.378533 0.314918 0.2839 0.18941 0.180113 0.252941
threshold=14.651182102100002 13.434779691800001 201.37020668845003 22.644947046300004 88.576630023850015 64.321360770950022 20.719951547750004 88.727183679150016 68.579878449600017 8.543332867800002 18.684956306450005 75.465019721650009 7.7286379265000011 310.47677677450002 100.67200315280002 17.383654746850002 17.654958715000003 7.1444245619500011 200.96259924040001 203.64522440670001 27.952168727600004 22.554947256700004 42.385947950200006 20.784951395750003 193.60452210450003 23.031046061850002 20.719951547750004 20.206488238950005 21.446355970350002 13.042786209850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 18 4 13 -6 7 8 -7 10 11 -10 -13 -4 19 -16 17 20 21 -14 -17 22 23 26 -25 -26 -1 -23 29 -29
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 -12 12 14 -15 15 16 -18 -19 -20 -21 -22 27 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0011864042813298898 0.041923867694571772 -0.0021213651344019961 -0.10635964025425655 0.074243099064493251 0.043226634767443456 -0.10023696999224717 -0.10381729253179094 0.082938949499681613 -0.10136224481762555 -0.10289541111190253 0.039428487030973347 -0.10058903841053624 0.068654059797298203 -0.012895194575192627 -0.10167926662883203 0.087773908564409142 0.10071912121975 -0.10099305835024786 0.058209568307477672 0.0036275879375704079 -0.019400675089711952 0.052345972593865614 -0.080450228829761647 0.078182094610683456 -0.035612363073934963 0.042326495496246896 -0.11732436979040979 0.010905560075475169 -1.0202009919292494e-05 -0.051442275839888064
leaf_weight=12.782038148242361 0.585577301098964 0.89569061138899997 0.41308333897995808 0.31814829283393908 0.59591420600190748 0.38598167616874057 0.34268958325264964 0.30472639785148192 0.25786242075264576 0.18846616210794298 1.0650299108019678 0.14785093091541046 0.40414670144673415 0.33108884547436901 0.22600409683946054 0.15692782032783725 0.13133384753018618 0.15910073833947536 0.26926147443009441 0.41278526652604342 0.10987778027629247 0.54585742577910323 0.29092624449367477 1.2445762593852117 0.91261745826341245 1.2002531304024158 0.20538709175889458 1.0041466562543049 7.5658918110402738 1.8485977149102835
leaf_count=1524 28 33 25 21 22 18 29 14 71 27 51 154 25 20 57 17 8 82 21 36 31 18 28 43 24 26 8 28 360 51
internal_value=0.000418696 0.0152907 -0.000232664 -0.00859713 -0.013276 -0.00543645 -0.0121917 -0.00424279 -0.0115306 -0.0010258 0.00522607 -0.0129338 0.000110889 -0.0647765 0.00941523 -0.0181013 0.0157961 -0.010391 0.00155341 0.035797 0.0436365 0.00100069 0.00500537 0.00652641 0.0344326 0.00866217 -0.000687761 -0.00507539 -0.00808383 -0.0294963
internal_weight=35.3018 1.48127 33.8206 5.95102 5.63287 4.8887 4.29278 3.95009 3.64537 3.25939 3.07092 2.00589 1.74803 0.744172 1.60018 0.783244 0.55724 0.425906 27.8696 0.816932 0.266806 27.6003 16.6358 16.3449 3.35745 2.11287 12.9874 10.9645 10.4186 2.85274
internal_count=2900 61 2839 708 687 642 620 591 577 559 532 481 410 45 256 195 138 130 2131 61 48 2110 1653 1625 93 50 1532 457 439 79
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=6 0 5 16 18 16 5 13 14 13 2 17 18 9 7 5 10 16 0 17 18 3 9 6 6 3 6 6 18 15
split_gain=0.0911672 0.235881 0.257039 0.22291 0.331007 0.255283 0.21689 0.209599 0.325844 0.273622 0.625213 0.282689 0.205083 0.49455 0.328828 0.200755 0.366212 0.329972 0.216358 0.270178 0.191735 0.184613 0.18011 0.152146 0.238525 0.181752 0.174445 0.24483 0.15598 0.143579
threshold=14.815346158200002 86.530713386650021 20.361635946650004 22.614947116400003 13.5308213324 22.554947256700004 21.005083245250002 107.97116697695002 161.53444867420004 109.51703040195001 190.89843378335004 205.63493178080003 13.583580954200002 196.57165974130001 22.765858321950002 18.483418961650003 67.203387886850024 18.984955604900005 90.437043050150024 202.56512036810003 14.531978590450002 92.243686913800005 201.63419974125003 13.665319288000001 13.775321858200002 82.234557294150008 12.380289263450001 13.075305502400001 15.287416123250003 17.382777826050003
decision_type=2 2 2 2 2 2 2 2 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 5 -5 12 -4 23 -9 11 -11 -10 14 -14 -3 22 18 -18 19 -17 -12 -7 -15 26 -25 28 -1 -28 -26 -29
right_child=1 3 6 4 -6 21 -8 8 9 10 20 -13 13 15 -16 16 17 -19 -20 -21 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=2.4181741751913476e-05 0.0010440524452637592 4.4361312706255432e-05 -0.00094540338580311313 0.00012101048737139263 0.0015140175717038096 0.00016059261730410606 -4.7898243467837675e-05 -0.0021386346936279701 -0.001670270627434352 0.0018280425597620837 -0.0018631437839819241 0.00030127535699877038 -0.00077129255713937817 0.0016514650697229156 0.0012872342988453731 -0.00074222216194146323 0.00016350129629098036 -0.002062187949715097 0.0011525505906267073 0.00085157775441573828 6.5342119527176675e-05 -0.0011498466873820872 0.00035047753346123848 0.0012202145648596704 -0.0013977386440969341 0.0004864494572633979 -0.0019989937240471102 0.00098781185192468586 3.4581338430146307e-05 -0.00066184249474960234
leaf_weight=6.7167982413998271 0.76777343776120943 1.5519109566084792 1.1281484126229759 1.3253090409561985 1.2982847066596148 0.77921094559132942 12.564862027536718 0.41749057476408724 0.77149820455633766 0.60100603057071544 0.36635698383906856 0.43855652865022421 1.8353104341658761 0.79176759906113126 1.7315896302461622 0.81352723715826936 0.5689836150704648 0.46571854199282825 1.2098902988946063 0.82221062033204362 0.43186494075052906 0.88022818876197562 0.84654400160070509 0.94250195985659857 0.453583251568489 1.8583892099413786 0.41478103297413316 0.27852915906987596 0.82215550602995791 0.74650265424133977
leaf_count=1137 16 34 29 24 42 16 764 23 108 13 19 21 46 13 31 19 25 27 36 25 23 26 35 32 22 86 71 24 37 76
internal_value=5.46579e-05 0.000118517 -5.9941e-05 0.000291477 0.00081034 0.000180775 -0.000121842 -6.8295e-05 -0.00053028 -0.00027294 0.000317538 -0.000955729 0.00029236 0.000110438 0.000699804 0.000403672 0.000160669 -0.000838279 0.000523898 5.89082e-05 -0.000819768 -0.000534513 0.000979222 4.60102e-05 0.00035532 9.52268e-05 -0.000108581 -0.000727926 -0.000474674 -0.000213586
internal_weight=44.6413 29.3813 14.4608 14.9205 2.62359 12.2969 13.693 15.26 3.02677 2.60928 1.39923 1.21005 10.6375 7.35395 3.2835 5.51864 3.88033 1.0347 2.84563 1.63574 0.798222 1.65944 1.63831 12.2332 4.07663 3.13413 8.15661 1.43981 1.27574 1.02503
internal_count=2900 1208 809 399 66 333 793 1692 207 184 55 129 291 226 65 180 132 52 80 44 42 42 48 1485 177 145 1308 171 59 100
is_linear=0
shrinkage=0.00196078


Tree=975
num_leaves=31
num_cat=0
split_feature=6 6 10 7 19 17 2 2 0 10 3 10 13 7 15 19 0 3 15 16 17 7 10 0 16 5 10 4 15 16
split_gain=0.0355401 0.277556 0.120255 0.132467 0.19652 0.13351 0.118892 0.245123 0.111388 0.102369 0.102116 0.097578 0.18405 0.121023 0.153365 0.0970636 0.177364 0.298082 0.212559 0.158641 0.454869 0.220108 0.205636 0.351061 0.349124 0.196829 0.164519 0.140079 0.323507 0.277418
threshold=13.665319288000001 13.775321858200002 78.220689305400015 22.940014114900002 12.851036860900001 166.83257850275001 187.03662689815005 172.77856529855003 97.835679825150024 78.433077497700012 80.043463917850019 75.465019721650009 104.51649827935002 23.9444576715 19.215947067900004 12.651020723000002 94.047642319350018 84.968719212850019 27.008040895250005 19.214955067100004 173.06150329755005 24.955394454050005 66.697957758300021 90.437043050150024 19.974953289850003 18.092020786850004 65.727424373200009 178.77399478955002 29.049007317550004 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=2 -2 3 5 -5 -1 7 -6 11 -4 -11 12 13 14 -3 -14 19 18 -18 20 -17 -22 23 26 25 -24 -21 -20 -29 -30
right_child=1 8 9 4 6 -7 -8 -9 -10 10 -12 -13 15 -15 -16 16 17 -19 27 22 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10205412551841642 0.063316701044972112 -0.10205820956565553 0.054607070681418748 -0.10207974074372628 -0.043195435672424128 0.009058466355659732 -0.057996812021971982 0.086052380428842626 -0.052873175413639277 0.0032716421253198044 -0.10189320728177119 0.038307138068415486 0.038399298986646721 -0.10723233038983011 0.087149356831521294 -0.055979718233276236 -0.076010284090684402 -0.089291239601198114 -0.047126488433011433 0.0022247255821778882 0.084336782058009804 -0.0049862986418419374 0.030805301541726789 0.063494761548589587 -0.10425657968949331 -0.044968690333625452 -0.05223497439813516 0.090139848602794156 -0.055622505245505598 0.080770822075195023
leaf_weight=0.11760561667324454 0.7183625206816967 0.078946029956805996 0.38687387863319633 0.40123325284366718 0.36322584467416141 1.3435668895654087 0.46805872779077617 0.24619469384197146 0.38761587256158136 3.1305250682380579 0.09513772800710274 0.68756886608025425 0.68395654886626545 0.26195045188069344 0.093670444344752468 0.45121663642169707 0.35555932356510256 0.56186480570613628 0.33737778209615488 17.863897297823325 0.99924122127049464 0.38108151219785213 0.71499289153143653 0.93028614344075222 0.48447914677672077 0.65855150899005821 0.57248794008046289 0.47318039275705792 0.51531420717219589 0.20985281560570002
leaf_count=32 34 41 35 100 56 176 58 10 36 841 26 30 102 9 5 136 25 70 19 758 54 16 16 36 37 29 17 12 79 5
internal_value=0.000417721 0.00194833 -0.00622138 -0.0212387 -0.0423394 0.00011533 -0.0200932 0.00901831 0.000357003 0.0059997 0.000169909 0.00111236 0.000151938 -0.0643936 0.000615402 0.0012228 0.000226021 -0.0253372 -0.00633763 0.00294591 0.0311834 0.0596763 0.000509214 0.003558 -0.0312691 -0.00552485 0.000533639 0.00979335 0.0258183 -0.0161523
internal_weight=34.9739 28.4215 6.55242 2.93989 1.47871 1.46117 1.07748 0.609421 27.7031 3.61254 3.22566 27.3155 26.6279 0.434567 0.172616 26.1933 25.5094 2.45315 1.89128 23.0562 1.83154 1.38032 21.2247 19.3667 1.85802 1.37354 18.4364 1.53573 1.19835 0.725167
internal_count=2900 1566 1334 432 224 208 124 66 1532 902 867 1496 1466 55 46 1411 1309 210 140 1099 206 70 893 811 82 45 775 115 96 84
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=6 13 13 16 8 19 13 0 16 9 18 16 0 18 7 18 19 13 10 10 18 10 16 3 5 5 3 7 13 16
split_gain=0.095516 0.22907 0.143368 0.204999 0.139928 0.112808 0.166019 0.108186 0.273474 0.322908 0.318556 0.223685 0.283654 0.268008 0.482408 0.253173 0.218907 0.423824 0.298174 0.404237 0.360585 0.284402 0.441505 0.427276 0.507602 0.256888 0.327675 0.181884 0.168101 0.25301
threshold=5.0951190466500007 92.504467352450021 92.138837046750012 12.644970430600003 0.84933718570000016 11.450923895500003 81.98184222990001 86.530713386650021 22.614947116400003 198.36365860590004 13.788608055100001 22.554947256700004 87.393708446500014 13.5538556217 21.725272673150005 13.373311100250001 14.651182102100002 117.38883580790001 62.305017173150013 63.154569942350008 13.668531103750002 64.321360770950022 20.719951547750004 88.918064206450012 20.950952025950006 20.361635946650004 87.240466333050009 20.778835947700006 109.72404167800001 19.214955067100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -2 11 -10 -11 13 -13 14 27 -16 17 18 -15 -20 -21 -22 23 24 25 26 28 -9 29 -23
right_child=7 -3 -4 -5 5 -7 -8 8 9 10 -12 12 -14 16 15 -17 -18 -19 19 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019856688797417312 -7.2740432755513551e-05 -0.0019829945485137055 0.0012614360655555216 -0.001997737518890872 0.00047024460602434977 0.0016275856581840151 -0.0019764443013371648 -6.5098438890267302e-05 0.0013672286235850055 -0.00080425726179859491 0.00075443732637316856 -0.0012682506416117421 0.00020644830608024286 0.0020339349708308166 0.00047161488424909661 0.0015788762959021399 0.001392125765447981 -0.0021156942113663619 -0.0023637494519498665 -0.0015012602045807394 0.0015644181540083275 9.6598830155570113e-05 -0.0012699146859799226 0.0013423266169130363 -0.0018124591255873092 0.0015811148183566717 -0.0013158541269477633 -0.0020697960692810046 0.00068563232229824596 -0.0012300754504206658
leaf_weight=0.11446788727425772 16.626280163631463 0.29702694535080798 0.24911173345753912 0.23857468727510422 0.46974042786314385 0.19539592739602085 0.1379350854549557 0.41250726366707624 1.4029699382372194 0.8184037879109386 1.3126579769887028 1.0625874788966023 0.94962206599302579 0.27972962707282079 2.2711036244363645 1.2206182684967641 0.43446412775665422 0.36247075308347021 0.27537638926878827 0.57434281938185705 0.48091634167940611 12.199234878298739 0.94256431655958195 1.015125882506253 0.55463879832859753 0.43552909651771265 0.64311836234992448 0.30094744336383883 1.7429690677672631 0.57890078192576844
leaf_count=124 843 146 13 65 121 14 57 32 27 14 45 28 20 3 46 21 9 14 5 27 15 933 34 33 70 26 30 27 32 26
internal_value=3.77724e-05 -0.000418489 -8.77944e-05 -0.000378518 4.25052e-05 0.000331596 -8.51246e-05 5.43336e-05 0.000124129 0.000636749 0.000155843 5.63718e-05 -0.000572296 0.000107536 0.000558487 0.000858686 1.51194e-05 -1.46671e-05 2.39468e-05 -4.97167e-06 2.89168e-05 7.61844e-05 3.66684e-05 0.000108397 3.08577e-05 9.63956e-05 5.37532e-05 -0.000910714 0.000114411 3.64952e-05
internal_weight=48.5993 1.70225 1.40523 1.15611 0.917539 0.803071 0.607676 46.8971 30.2708 3.53403 2.13106 26.7368 2.01221 24.7246 4.20518 3.49172 20.5194 20.0849 19.7224 19.4427 19.1673 18.593 18.1121 17.1695 16.1544 15.5998 15.1642 0.713455 14.5211 12.7781
internal_count=2900 540 394 381 316 192 178 2360 1517 86 59 1431 48 1383 126 67 1257 1248 1234 1231 1226 1199 1184 1150 1117 1047 1021 59 991 959
is_linear=0
shrinkage=0.00196078


Tree=977
num_leaves=31
num_cat=0
split_feature=0 3 5 5 16 18 10 10 13 13 2 6 9 3 9 9 7 17 15 18 18 17 18 17 17 5 7 17 18 7
split_gain=0.0389182 0.203909 0.110004 0.110599 0.09584 0.229469 0.193889 0.237577 0.230808 0.251398 0.193581 0.123537 0.309779 0.302828 0.287293 0.143751 0.0948782 0.0947926 0.278448 0.253767 0.191083 0.162552 0.135668 0.132054 0.171366 0.224841 0.171324 0.296725 0.241819 0.446391
threshold=86.530713386650021 93.017962855400015 20.361635946650004 21.042547594650003 22.614947116400003 13.5308213324 62.106071271500007 62.116825104000007 117.38883580790001 117.30011668960002 226.19683278270003 15.785368822600002 193.60452210450003 90.127870365150017 203.09362050815002 207.37918994975004 24.355397875400005 198.80447714770006 44.617051254100005 13.668531103750002 13.512826932300003 195.24502669890003 13.3584252364 192.34053301495001 190.02287710315002 21.893521430150003 22.806258769100005 188.16174763880002 13.042786209850002 22.535351262400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 6 -6 -2 -8 9 11 -7 13 -13 -9 -14 -16 -17 19 -19 20 21 22 23 24 26 -26 27 28 29 -5
right_child=1 -3 3 17 5 10 7 8 -10 -11 -12 12 14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.038543197457162504 -0.052332566970279285 0.075832825851423813 -0.037019864328579559 -0.007636480412000689 -0.015803659149899476 0.093751327574971538 0.099792193083185599 -0.0010651251832878457 -0.058977330596922589 0.083315890329091521 0.015757964350566589 0.088217382913143128 -0.033494755843091827 -0.097883436029599855 0.089445512347681153 0.04413592651557402 -0.022993555797360364 -0.10607735520841235 0.026963581530622685 0.068970289424444303 -0.062342017451373244 0.049962008832220683 -0.053646545583417193 0.043180960880778191 0.015382716138802145 -0.078125292819229308 -0.037510598500192095 0.067462357131303038 -0.075445023988630802 0.095734896679921674
leaf_weight=0.56926517321698966 0.69963353368803893 0.37585825729183753 1.0742205011192698 2.9257126332168975 0.97118605300784056 0.54680323647335149 0.24159162258729594 15.308601398808385 0.64142474438995023 0.37287065014243026 0.76130918599665165 0.53364693885669057 1.0947305453300944 0.33002338161895828 0.36651983158662893 0.4782277203630656 0.37614042981294915 0.32063426419881658 0.30885222827691905 0.49493479642842508 0.53843068959940943 0.58482592354630458 0.52798087120572734 0.61506993090733875 0.42149462457746245 0.65947880678140791 0.91783584181030153 0.74724602189780842 0.39583877979566739 0.48733173506661831
leaf_count=22 31 10 36 390 21 22 5 1757 16 9 39 15 29 35 11 31 26 22 22 25 35 20 37 27 8 44 58 37 38 22
internal_value=0.000406278 0.00277886 -0.00432257 -0.00653693 0.00157047 0.0210205 -0.000598068 0.00123518 1.42603e-05 0.00202047 0.0483599 0.000380875 0.0195317 -0.00310829 0.0037027 0.0370564 0.0145818 -0.0032445 -0.0408019 -0.000706772 -0.00461615 -0.000863638 -0.00472493 -0.00112247 -0.00527959 -0.0416645 0.00190554 0.00984595 -0.00145753 0.00712341
internal_weight=34.6877 23.0986 11.5892 11.0199 22.7227 2.2793 20.4434 19.7438 19.5022 18.8608 1.30811 18.4879 2.84927 15.6386 2.31562 1.22089 0.854368 9.94567 0.629486 9.31618 8.82125 8.28282 7.69799 7.17001 6.55494 1.08097 5.47397 4.55613 3.80888 3.41304
internal_count=2900 2057 843 821 2047 82 1965 1934 1929 1913 61 1904 112 1792 97 68 57 785 44 741 716 681 661 624 597 52 545 487 450 412
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=0 16 2 16 7 18 13 17 17 6 17 0 10 6 8 0 4 5 17 17 9 15 6 2 2 12 5 7 4 5
split_gain=0.0336787 0.155108 0.382065 0.235479 0.225885 0.404229 0.181292 0.356911 0.426279 0.163609 0.161345 0.140924 0.164461 0.160865 0.261411 0.169808 0.161583 0.262454 0.229347 0.304312 0.1963 0.269717 0.123389 0.118303 0.172187 0.150539 0.134232 0.189758 0.11431 0.10349
threshold=86.345209775600011 22.604947139800004 136.84471102895003 22.554947256700004 23.856905110850004 13.878370392300001 115.02030419500001 196.91396350930003 202.56512036810003 16.425383776450001 198.29010168345002 86.232294534150014 63.431481129800005 16.395383075500003 8.4434108459500017 80.828493691950015 248.34582299520005 22.732890661650003 187.45953903175004 186.34046889365004 188.53841931785004 40.452545866750008 16.495385412050002 122.26439358135001 111.23922738415001 163.66964307765002 20.361635946650004 20.778835947700006 122.51844363470001 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=11 3 -3 6 -4 -6 9 -8 -9 29 -5 12 13 14 15 -1 18 -18 19 22 -20 -22 -15 24 26 -25 -24 28 -28 -2
right_child=1 2 4 10 5 -7 7 8 -10 -11 -12 -13 -14 16 -16 -17 17 -19 20 -21 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.0086239037169935986 0.0028136982524888522 -0.056137482701006915 0.061784715879804532 -0.064612809418209197 -0.082353298235650005 0.0414705713035812 0.072695147389998022 -0.072087608060781655 0.046854364561238426 -0.064729882649147349 -0.0010092227791842904 -0.046215285277481505 0.049030448251015546 0.059021025381068182 0.032122774549093527 -0.10524732460738087 -0.10435383024548206 -0.0077108324156432125 0.067703901593424362 -0.086556534116893138 -0.041693826489329788 0.050115280099181272 0.063195727709221786 -0.10507323351462908 0.083042324361250697 0.043199390184083718 -0.048371464189390645 -0.069117170021173346 0.063301268663301949 -0.023777404329587113
leaf_weight=0.17502400886223213 15.204423435822962 0.5256047230213875 1.5879438635893168 0.93053825711831339 0.37262263440061338 0.90146114770323038 1.018572029192 0.5555787314660845 0.65839672696893103 0.39656622486654569 0.69800131811643951 0.75054304883815426 0.60975996089291662 0.3648041693086278 0.32452078878850443 0.52013588204908956 0.3201674658339474 2.2972814226001219 0.99132849043235216 0.42680469565675583 0.58480428601615109 0.70665056974394247 0.20685638301074483 0.22335009114249249 0.24825757788494218 0.098748571192118106 0.14110938087105751 0.47557513724416367 0.26158006084369845 1.6195147064117907
leaf_count=27 1706 14 42 26 13 48 21 15 31 25 24 24 85 16 18 45 21 251 28 14 24 22 6 78 25 18 7 35 49 142
internal_value=0.000388372 0.00236704 0.0222285 -0.000824527 0.0366202 0.00525664 0.00223342 0.0290447 -0.00757971 -0.00124252 -0.037352 -0.004589 -0.00110865 -0.00476262 -0.0419828 -0.0765774 0.00040289 -0.0195322 0.0114347 -0.00983343 0.0342337 0.00854173 0.00637509 -0.00522607 0.00791268 -0.059616 -0.00927573 -0.0263448 0.0241692 0.000253972
internal_weight=34.1965 24.4692 3.38763 21.0816 2.86203 1.27408 19.4531 2.23255 1.21398 17.2205 1.62854 9.7273 8.97676 8.367 1.01968 0.69516 7.34732 2.61745 4.72987 2.44709 2.28278 1.29145 2.02028 1.65548 1.33338 0.322099 1.08512 0.878265 0.402689 16.8239
internal_count=2900 2107 117 1990 103 61 1940 67 46 1873 50 793 769 684 90 72 594 272 322 248 74 46 234 218 122 96 97 91 56 1848
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=3 2 6 7 0 6 9 9 17 16 17 19 3 3 9 18 17 2 6 7 9 2 18 9 13 0 4 2 7 7
split_gain=0.036187 0.0847343 0.075898 0.0520553 0.0735944 0.230144 0.119726 0.190035 0.142548 0.137324 0.105523 0.0859032 0.0777098 0.137677 0.25207 0.107436 0.310227 0.170921 0.146747 0.0889598 0.34195 0.262743 0.173249 0.166116 0.386989 0.315221 0.210357 0.173947 0.158891 0.277065
threshold=108.42013948475001 170.32456123625002 16.950396043250006 19.874819532250005 85.716110573100011 16.395383075500003 190.24759545780003 199.02473417820002 187.45953903175004 22.744946812400002 189.15434684240003 14.451165964200003 93.770731131900007 93.58791597905001 194.46727572990002 13.278511569200001 184.59783591905003 157.69206214580001 16.475384944750001 23.195026784100005 189.54401862130001 139.80186571705002 13.954623666350001 192.53043113735001 116.55003687120002 88.028184565250015 232.62504358260003 173.31297745125002 23.824098587650003 23.699538637550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 8 11 9 -7 -10 -8 13 15 -15 16 -6 18 -18 20 -17 -22 23 -21 -25 26 -26 -28 29 -24
right_child=1 -3 -4 4 12 6 7 -9 10 -11 -12 -13 -14 14 -16 19 17 -19 -20 22 21 -23 28 24 25 -27 27 -29 -30 -31
leaf_value=0.020811019762379462 0.049768778000682495 -0.10217834546385796 -0.10040722561500003 -0.10263531888002531 -0.033886202224852641 -0.073642943845372108 -0.021254266603276534 0.0017469413137834698 0.078337463909080127 0.021356259606029486 0.005430204949174706 -0.10726767337320944 0.023552972068370037 -0.064935698432953937 0.033116860896452813 0.015785687049538772 0.074208440759755412 -0.0067606007783306381 0.019636195430564919 -0.033562533920975454 -0.00893039165930299 -0.078821453608559161 -0.002376443583232515 0.078905937966102457 -0.034105191754059072 -0.054943023148448303 0.079019176760146026 0.018165754222780311 -0.00027936969986535183 -0.10096275487494928
leaf_weight=1.2335873785214051 0.12487114565010315 0.11344048816954455 0.046069322395851486 0.27260266085431739 0.87971204983115159 0.28092281243368711 0.18166579931221327 0.82421308456650877 0.3983946392982034 0.33197776228189468 0.39569849985036853 0.32177548524850863 1.5038110267632863 0.80513513539335579 0.38878505826141918 1.9961334464005656 1.0942251498345288 0.73619269164919376 0.89642470888793457 0.55219197622500615 1.1498877994599754 1.0106181355658916 0.79243935136764665 1.0117204268462954 0.52143780072219748 0.63727952726185311 0.6711166147142652 1.5653383862227199 12.500049809015534 0.4452336638350971
leaf_count=128 22 46 69 76 42 67 31 102 16 10 27 23 47 42 28 226 34 25 22 14 33 31 74 30 15 18 14 58 1500 30
internal_value=0.00034927 -0.0351717 0.00929558 0.000651723 -0.000121423 -0.0150158 -0.00628149 -0.0278216 0.014044 -0.0221866 0.0420076 -0.0762299 0.00141474 0.000210875 -0.0330061 0.00170968 0.0177499 0.0344083 0.0496336 -0.000821658 -0.0140539 -0.0416233 0.00212011 0.0181418 0.0246204 0.008444 0.0230911 0.0364267 -0.00366344 -0.0378413
internal_weight=33.683 0.284381 0.17094 33.3986 32.165 3.00725 2.73465 1.32765 1.40699 0.612901 0.794093 0.503441 29.1577 27.6539 1.19392 26.46 3.60655 2.72684 1.99065 22.8534 4.15664 2.16051 18.6968 4.95908 4.40689 3.39517 2.75789 2.23646 13.7377 1.23767
internal_count=2900 137 91 2763 2635 352 276 156 120 77 43 54 2283 2236 70 2166 123 81 56 2043 290 64 1753 149 135 105 87 72 1604 104
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=5 5 17 10 8 5 6 16 19 19 10 9 15 16 10 0 8 15 10 15 3 0 5 6 19 15 15 15 2 19
split_gain=0.111894 0.291737 0.216581 0.202409 0.0870004 0.296341 0.143989 0.103915 0.255521 0.24945 0.188457 0.185022 0.172829 0.155853 0.145258 0.133587 0.298818 0.246011 0.220489 0.193312 0.189293 0.224134 0.181191 0.275053 0.17604 0.159376 0.117295 0.278819 0.463492 0.269073
threshold=7.7286379265000011 5.2595069053500012 201.37020668845003 90.740838818900016 1.6487133604500002 8.494960530800002 5.6401317807500009 13.534968349350001 10.550851274900003 11.850956171350001 80.468240302450013 188.14427954665004 11.896459116400001 13.039969506900002 68.579878449600017 98.615332683000005 7.3442686056500008 23.304416445750004 76.42211081615001 21.595769066000003 93.491131486350014 84.95796538030001 13.697488545350001 13.135306904350001 12.050972309250001 20.742056627150003 28.566186095050004 27.008040895250005 187.03662689815005 12.751028791950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 8 12 10 -9 13 -8 14 -10 18 -17 24 19 20 -11 25 -19 -24 -18 -22 27 28 29 -21
right_child=4 -3 -4 -5 6 -7 7 9 11 15 -12 -13 -14 -15 -16 16 17 22 -20 26 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059437840961919686 0.0012747253444573706 -0.0019801982697976125 -0.0019838375573343189 -0.0019761220835751024 0.0011696248409873689 -0.0020152868999357525 -0.0012762041394939717 0.00038442344710667021 -0.0019947249774419722 -0.0020536973329917893 0.0019147452179690658 -0.001998870173624575 0.0008904695640530024 -0.0020771080307104201 0.00029758137286696343 0.00088110886975619103 5.6116412743910736e-06 0.00090221144633936042 0.0010939610322292358 0.00022796447388452869 -0.0020447203554964451 0.0019948345579821674 -0.0020116363423927576 0.00047170630550351903 -0.0020151164498870516 0.0010511368450357634 2.7532125391322444e-05 0.00083465531348083353 0.0010842061390653704 -0.00088708779569426216
leaf_weight=1.0181634336186096 0.16740338673116539 0.37345058572827827 0.18590110608784005 0.13318050417274196 0.45452408722485316 0.28354044359730324 0.17585433338172096 0.91561173283116548 0.12563750729623258 0.32372719325940025 0.46728942357003689 0.39957803154538851 0.72544523298893182 0.17877535482693929 0.68982331995357526 0.56278058525640462 0.22115517070051272 0.41551380121381931 0.81302499468438227 1.5954017593248857 0.1971666602271398 0.1376081109046936 0.33444100046472158 0.35190674124169163 0.66162512055598199 0.094610594329424202 29.229646364090513 2.5029341388562898 1.162624640859576 1.7388958740484666
leaf_count=77 15 192 107 141 21 47 46 49 55 32 15 122 93 15 76 29 12 24 22 90 49 3 44 31 90 10 1083 99 81 130
internal_value=4.42362e-05 -0.000447952 -2.00443e-05 0.000297038 6.29776e-05 -0.000793939 7.1666e-05 6.03294e-05 -0.000345871 8.26722e-05 0.000901527 -0.000871977 0.000467726 -0.000419085 -5.55927e-05 5.46031e-05 -0.000380006 -0.000737617 8.38957e-05 6.16904e-05 -0.000921554 -6.79962e-05 -0.000119703 -0.000738368 -0.00150888 -0.00104087 8.21294e-05 0.000310114 1.81605e-05 -0.000353555
internal_weight=46.6372 1.7107 1.33725 1.15134 44.9265 0.450944 44.4756 44.0211 2.29511 41.726 1.3829 1.39381 0.9013 0.994236 0.815461 40.3431 2.54742 1.98464 37.7956 36.9826 0.753113 0.429385 1.10186 0.686348 0.88278 0.291777 36.2295 6.99986 4.49692 3.3343
internal_count=2900 517 325 218 2383 62 2321 2300 407 1893 64 268 139 146 131 1829 230 201 1599 1577 94 62 99 75 102 59 1483 400 301 220
is_linear=0
shrinkage=0.00196078


Tree=981
num_leaves=31
num_cat=0
split_feature=19 8 2 12 3 0 18 9 6 6 4 18 18 0 0 5 15 2 15 15 16 2 6 14 5 15 3 17 14 19
split_gain=0.0384514 0.0776851 0.0460858 0.11606 0.0580785 0.192194 0.168775 0.161821 0.142637 0.129148 0.104786 0.103034 0.142198 0.0919332 0.0891055 0.328075 0.35816 0.270679 0.227134 0.212505 0.152889 0.0931854 0.14 0.120585 0.273094 0.569276 0.269759 0.258633 0.240594 0.187661
threshold=14.651182102100002 8.6432548896500023 50.734033752200013 78.909246879600019 93.58791597905001 85.807518149550006 13.075178189100003 187.38923140910003 16.475384944750001 16.535386346650004 155.77228353875003 13.197799034350002 13.278511569200001 85.716110573100011 87.29692395375001 22.732890661650003 39.940798674500009 199.66651340635002 37.434800281900003 36.168474401900006 22.634947069650003 68.519383356500015 14.515339148550002 227.57315983240002 20.206488238950005 31.385732506450001 85.54673771085001 199.55131508320002 228.98450747040002 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=2 -2 -1 -4 6 13 7 -5 -7 -10 -8 -12 -13 -6 15 16 18 -17 19 -14 21 22 -16 24 25 26 29 -28 -25 -23
right_child=1 -3 3 4 5 8 10 -9 9 -11 11 12 14 -15 20 17 -18 -19 -20 -21 -22 23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.022148945138937712 0.036366162852373589 -0.012030868449397842 -0.066045709696889582 -0.0045674200255581719 -0.0089692939494762074 -0.10374123702303953 0.046526066478266084 0.077656810569368101 0.013950719985477325 -0.067579817271922138 -0.032686409671544743 0.033004738484692972 -0.10609267354591015 0.022985409761790462 0.0020447150234310873 0.075683890003696935 -0.10614198135172709 -0.012864111688402784 0.021756586926669555 -0.0032973011169687067 0.041406440922608943 0.021430608798866085 -0.078312067519589412 -0.11712440541527286 0.058106991102783181 -0.068137733654850943 0.0744557791348089 -0.017194288016154181 -0.0038337593412093095 -0.029937718214410325
leaf_weight=0.8854912600654633 0.81731049745576345 0.55817284641670994 0.27180608960043429 0.41901270508606714 3.4422704430847935 0.31663730499712961 0.47483175515663134 0.55822228104807436 0.4155886366716004 0.36486438756037387 0.97881651640637102 1.2669058276223975 0.39049455130589528 1.2192219400894826 0.50786021034128381 0.5607905047945676 0.59643480792874459 0.89806759764906019 0.81397865596227348 0.41464932129019871 0.90895159938372572 1.6421221647387967 0.37832070188596845 0.19129682103039058 1.0557011544005943 0.94235169689636666 1.1744591732276601 0.41731135887675908 9.334329647612547 1.2544947248243259
leaf_count=34 27 34 23 28 535 29 21 20 25 16 35 33 27 38 38 13 17 44 22 13 43 170 14 15 27 52 56 26 1333 92
internal_value=0.000354037 0.0167266 -0.000347629 -0.000985907 -0.000414323 -0.00947429 0.00165771 0.0424012 -0.047132 -0.0241651 1.25687e-05 -0.00091826 0.00044865 -0.000611482 -0.00147139 -0.0156496 -0.0398966 0.0211741 -0.0154938 -0.053153 0.00145421 -0.000694804 -0.0322605 0.00105219 0.0115686 0.00252179 0.017357 0.0504281 -0.0061089 -0.000816481
internal_weight=33.4708 1.37548 32.0953 31.2098 30.938 5.75858 25.1794 0.977235 1.09709 0.780453 24.2022 23.7273 22.7485 4.66149 21.4816 3.67442 2.21556 1.45886 1.61912 0.805144 17.8072 16.8982 0.886181 16.0121 6.48644 5.43074 4.48839 1.59177 9.52563 2.89662
internal_count=2900 61 2839 2805 2782 643 2139 48 70 41 2091 2070 2035 573 2002 136 79 57 62 40 1866 1823 52 1771 423 396 344 82 1348 262
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=9 17 5 10 13 10 17 6 7 9 14 9 17 9 17 9 4 7 15 17 7 16 2 7 15 13 0 0 6 7
split_gain=0.0349282 0.0996136 0.184335 0.243418 0.140517 0.201244 0.180913 0.113678 0.134257 0.112077 0.145503 0.0995017 0.110364 0.0836354 0.0818853 0.066155 0.142372 0.0595909 0.106938 0.0823962 0.0785749 0.114752 0.078295 0.0865536 0.0677265 0.223975 0.265066 0.191352 0.165645 0.155355
threshold=207.37918994975004 196.65693750130004 30.133297129900004 80.468240302450013 117.07428620665002 63.431481129800005 203.93111730270002 15.925372093750001 26.038885134450002 212.89864875025003 174.50762857905002 211.98908248575003 192.84209122775002 209.92140100750004 185.45203303005005 214.57164835430004 191.71186625420003 27.952168727600004 6.4443874091500009 180.67147619190004 27.198839780950003 11.934972090850001 309.73785348360008 19.771475517600006 28.566186095050004 109.57886493895002 95.762878606550018 93.442739239950015 15.025351064900002 23.124786352450005
decision_type=2 2 2 2 2 2 2 2 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 11 5 -3 9 8 -8 10 -7 -2 15 -12 -5 -13 -17 20 -19 -20 21 22 23 -1 -23 26 -26 28 -27 -30
right_child=1 4 -4 14 -6 6 7 -9 -10 -11 13 12 -14 -15 -16 16 -18 18 19 -21 -22 24 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.021819544385948044 -0.096165471745002479 0.10077910549184413 0.048897485548142189 -0.015060121432832242 -0.046419777232312429 0.071794660633778762 -0.068420613788760756 0.041292675428045843 -0.0045174573351880413 0.061181466607510337 0.014440484483704823 0.031730274390527627 -0.093629472880039949 -0.074144604758325447 0.082047391920908597 -0.105495488923668 0.030100266466362324 0.058535365202738603 0.032703217970686864 -0.10072568499276249 0.048541535845327305 0.010270108984479238 0.0063436105620350448 -0.10121334220339576 -0.072191139489940589 -0.049644350291965733 0.024582740725247187 0.06203014651391886 -0.006255611994123441 0.013714458047278619
leaf_weight=0.073394034967359967 0.46948187869202118 0.22907194145955223 0.280483376700431 0.1690978364363217 0.50255670998012636 0.20140078384429239 0.54989317281433592 0.26548192783957336 0.81758763629295572 0.64054908643538511 0.20629301491862861 0.20941201005189214 0.24050463133607991 0.22049255780439125 0.17850108401398757 0.162801063455845 0.14767275944905123 0.08468197917136322 0.059792590297547576 0.20481640652360511 0.3624918285804587 7.9965247753930297 0.19079349136336532 0.25882537181837506 0.87480162477004586 0.63576619827654823 0.41840324083750602 0.51975810993462701 8.9749828164940464 6.8830617715357212
leaf_count=20 58 14 13 42 36 7 55 26 170 47 21 18 28 22 15 20 24 55 44 161 64 872 29 211 120 23 26 14 396 249
internal_value=0.000315696 -0.00696659 -0.0258012 -0.0390831 0.00266477 0.0105439 0.00342037 -0.0185889 -0.0302143 0.031748 0.00173537 -0.0599667 -0.0376167 -0.0313257 0.0348071 -0.0117047 -0.0410012 0.00176783 -0.0392738 -0.0705753 0.00229509 0.00167018 -0.0447118 -0.0740329 0.00259244 -0.000761221 -0.0408809 0.00228829 0.000405683 0.00241224
internal_weight=33.0294 5.49128 1.85795 1.57747 3.63333 3.13077 2.9017 1.63296 1.36748 1.26874 0.628186 1.22987 0.76039 0.426786 0.347599 0.519886 0.310474 27.5381 0.349291 0.264609 27.1888 26.8263 0.523013 0.332219 26.3033 18.3068 1.2932 17.0136 16.4938 15.858
internal_count=2900 616 218 205 398 362 348 251 225 97 50 148 90 43 57 62 44 2284 260 205 2024 1960 260 231 1700 828 146 682 668 645
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=6 6 0 13 12 19 10 2 0 0 13 13 5 10 19 10 7 16 19 10 15 12 2 16 18 6 18 17 16 17
split_gain=0.0917454 0.39901 0.148846 0.147041 0.201432 0.348952 0.198805 0.181516 0.140747 0.269598 0.150766 0.197842 0.195014 0.20108 0.193335 0.178224 0.138462 0.197702 0.246531 0.185103 0.165551 0.161652 0.165885 0.164554 0.134086 0.202917 0.379526 0.129188 0.16089 0.127045
threshold=13.665319288000001 13.775321858200002 97.835679825150024 101.34142922725002 212.36614019295004 13.051052998800001 68.214248143850014 172.77856529855003 95.897301513100004 97.32487278035002 98.238948544700023 97.518441765750012 13.487843791950002 78.494912034700022 12.250988447150002 80.468240302450013 24.101221167900004 9.6249774926000011 11.650940033400003 90.740838818900016 16.353133686700001 229.23536747820003 203.55719022600002 14.184966829400002 15.556223714900002 14.185331438000002 15.150044688000003 206.99440818355001 18.764956119400004 207.79550897605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 24 6 5 -5 -1 -7 -8 -10 11 16 14 -14 -12 -15 20 19 -19 -18 -11 22 23 -20 25 26 -3 -26 -29 -6
right_child=1 2 -4 4 29 7 8 -9 9 10 12 -13 13 15 -16 -17 17 18 21 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0019900012995134422 0.0012918353728490828 -0.0016031264288862734 -0.00093560467263352801 -0.0012948179852655304 -0.0018192949702700559 1.0596921339277911e-05 0.0009890625851405059 0.0017137977142581856 -0.0020433140005085785 -0.001154868053859337 0.0018095906666358119 -0.0020052873068362792 0.0010791732094471314 -0.0020544280388198502 0.00021467567121601831 0.00013416296640495959 0.00084849207938233117 -0.0019994769532579301 -0.0019905188388261376 -0.0012863391371982652 0.00099896785516516212 -0.0014260996496235424 0.0018361167627671743 0.00051656691763179324 0.0016962717528457864 9.8731156631063887e-05 0.00050812639269698552 -0.0012554754094935242 0.0012802531649021367 -0.00032773783766290587
leaf_weight=0.17968467571335889 1.0577826106455166 0.75125085590116103 0.55795287174987507 0.61541518010926699 0.56697803815040959 0.76916675886604913 0.61981687073784986 0.35005847411230206 0.23673593800049264 0.16785985587921537 0.60503128962591313 0.20927974882943079 0.31611393543425936 0.26362100838741753 0.56516749117872678 0.31278187315911055 0.74121828841816784 0.42980015316061304 0.15085645422368543 0.19782750214199041 0.75128300071810372 0.28936336509650573 0.19731570553267375 0.30246036396420095 0.38554289541207154 30.733789657074567 0.58015891630202532 0.18104655074421316 0.20528182224370539 0.35829691722756252
leaf_count=48 34 41 36 75 62 55 88 10 26 45 21 45 15 29 49 17 73 187 60 229 50 75 8 37 11 1390 13 31 10 30
internal_value=5.97534e-05 0.000106197 6.8642e-05 -0.000114245 -0.00050291 -0.000108824 4.39226e-05 0.000543305 0.000101417 5.51232e-06 9.37001e-05 -0.000157786 0.000512771 -0.000177571 0.0010393 -0.000866801 -3.80074e-05 -0.000294234 -0.0007693 0.00039875 0.00060562 -0.000206818 0.000335448 -0.00031775 8.57057e-05 6.62658e-05 -0.000683153 0.000893282 9.19249e-05 -0.00124171
internal_weight=43.6489 34.4528 33.395 9.19613 2.65992 1.73464 6.53622 1.11923 6.35653 5.73672 5.49998 3.43726 2.06272 0.892517 1.1702 0.576403 3.22798 2.30884 1.3698 0.939046 0.919143 0.939996 0.650633 0.453317 32.8371 32.0652 1.33141 0.771871 0.386328 0.925275
internal_count=2900 1566 1532 1334 232 140 1102 65 1054 966 940 809 131 61 70 46 764 669 367 302 95 180 105 97 1496 1444 54 52 41 92
is_linear=0
shrinkage=0.00196078


Tree=984
num_leaves=31
num_cat=0
split_feature=6 6 8 8 0 18 6 18 17 16 10 13 8 6 19 5 5 15 9 2 3 5 17 17 15 9 18 17 8 0
split_gain=0.0344167 0.236644 0.104124 0.148286 0.090542 0.10021 0.120117 0.227117 0.0890171 0.0962057 0.0737919 0.0947786 0.156372 0.194281 0.138155 0.133264 0.108158 0.137354 0.100474 0.118339 0.0930263 0.205982 0.132157 0.114556 0.0772178 0.0756261 0.089099 0.0873142 0.0836417 0.0978162
threshold=13.665319288000001 13.775321858200002 8.1436447804000007 8.543332867800002 97.835679825150024 15.556223714900002 14.185331438000002 15.150044688000003 206.99440818355001 18.764956119400004 78.220689305400015 98.238948544700023 7.1444245619500011 13.200308423050002 12.250988447150002 13.487843791950002 9.9970238968500009 17.991885019200001 210.21807925850001 222.38716625935004 81.968399939250006 14.624842172000003 195.44378352670003 166.83257850275001 18.871799531050005 57.214511140150002 13.849588037450003 183.40283206635004 3.0476216663000004 95.762878606550018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 -10 20 12 16 -14 15 -13 17 -12 19 -16 21 22 -1 -22 -18 26 27 -25 -27 -30
right_child=1 4 3 -5 -6 8 -8 -9 9 -11 11 14 13 -15 18 -17 24 -19 -20 -21 23 -23 -24 25 -26 28 -28 -29 29 -31
leaf_value=-0.10103692109274182 0.059547466282768892 -0.080277483668846919 -0.071803462946664884 0.036964557162500314 -0.048285923760251065 0.086628187438775428 0.0015422782423808509 0.020956161463758019 -0.06295436049320785 0.060693564186459728 0.0055377407963763912 0.093593246419546347 -0.10174863088646698 0.049058828621310238 -0.1019908263061432 0.014255447835369781 -0.0037615651487946573 -0.089780595085598838 0.042662628563821858 0.031037933887872737 -0.10192787112655775 -0.10180777315977906 0.030685514408982428 0.038767993253407351 0.073189901620840978 -0.08028015703171075 0.055785129337728945 -0.04858245869903885 -0.039677948609234404 0.058539242990781275
leaf_weight=0.097848041026736055 0.69399362220429139 0.50313052889033372 0.48911095856601594 0.16853094564794446 0.37684056258876708 0.25577721814624865 23.933711854655144 0.39607663662172854 0.11805264605209231 0.13475271803326905 0.93369349370209487 0.40977743733674266 0.30733672822179858 0.11830953446042258 0.17850926329265349 0.43802348081953824 0.20948142631095823 0.18038514528598171 0.1836553496614215 0.10692667927287403 0.10623577463047684 0.34283765108557418 0.34376421342312824 0.21789609004917998 0.34543420802219771 0.17495540421077749 0.44245093921927037 0.24100284092492075 0.2379912275573588 0.17667378857731819
leaf_count=37 34 41 91 16 36 11 1390 13 31 10 376 20 180 8 37 25 42 102 22 21 32 67 38 24 25 31 67 17 47 9
internal_value=0.000326159 0.00192548 -0.0062221 -0.04393 0.000370582 0.00109413 0.000194203 -0.0356868 0.0450354 0.00295363 -0.0019415 0.00748846 -0.00572756 -0.0598313 0.0285098 0.0526027 0.0080706 -0.00989565 -0.015034 -0.0521571 -0.0154492 -0.04365 0.00149977 -0.00159868 0.0441406 0.00555005 0.0237655 -0.00710639 -0.0222959 0.00216885
internal_weight=32.8632 26.4123 6.45083 0.657642 25.7183 25.3415 24.8329 0.899207 0.508583 0.252805 5.79319 3.41153 2.09464 0.425646 1.31689 0.847801 1.66899 1.11408 0.469091 0.285436 2.38166 0.78445 0.441612 1.59721 0.554916 1.49097 0.90135 0.458899 0.58962 0.414665
internal_count=2900 1566 1334 107 1532 1496 1444 54 52 41 1227 858 733 188 125 45 545 478 80 58 369 142 75 227 67 195 108 41 87 56
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=19 6 18 15 15 16 16 18 4 18 19 7 4 6 13 16 10 17 13 16 8 9 18 7 9 19 9 8 10 12
split_gain=0.0331821 0.0725092 0.106742 0.0478865 0.0941972 0.0863039 0.17517 0.171459 0.150267 0.0982219 0.0542578 0.142256 0.0712229 0.131625 0.0954804 0.0855123 0.179686 0.257594 0.210441 0.157423 0.199849 0.372278 0.173315 0.442325 0.277062 0.324695 0.244343 0.22255 0.209655 0.143029
threshold=14.651182102100002 16.465384711100004 13.434779691800001 44.34858359035001 43.376643616500012 22.674946976100003 22.594947163200004 13.415872650200003 373.81957258215004 13.5308213324 14.551174033150001 22.892948161350002 141.65724256140001 16.730390902950003 112.82921081865001 22.624947093000003 62.025417527550012 190.74753769255003 117.61735474900001 22.554947256700004 8.4434108459500017 197.6620677562 13.5538556217 23.031046061850002 193.60452210450003 14.251149826300002 185.04294426330003 4.9461400813500012 62.175971182900007 82.187369520450019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 10 6 9 -7 -8 -5 12 -12 -1 15 -15 19 18 -18 -17 22 -21 -22 23 24 25 26 27 -14 -24 -30
right_child=1 2 -4 5 -6 7 8 -9 -10 -11 11 -13 13 14 -16 16 17 -19 -20 20 21 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.031779803636734563 0.049191832351751417 0.032202957089062748 -0.036065674315603195 0.068328867918087288 0.037610500597815899 -0.032649746116486626 -0.088734256482337154 0.083060357458142303 -0.0011587889174363073 -0.026636285037401366 -0.046892119664325584 0.01082858288933668 -0.0040981737025366921 0.03266100743430541 -0.064625259871504193 0.070282258140896225 -0.068165980017640654 0.019045534850754067 0.0088180005737960605 -0.045276186158710242 0.050163719382841455 -0.043684674601844609 -0.10413025826413234 0.085243507070621227 -0.083617918282097525 0.086822595493849533 -0.087717842042814506 0.10150912435130266 -0.078459034415090181 0.00017666288234002525
leaf_weight=0.72303027391900698 0.43595680984435492 0.4805239443667233 0.43760341973393224 0.22011437380569876 0.6715906370736765 0.29171666026013543 0.53602198395765299 0.22827070439234376 0.30880458544197609 0.21558471497974097 0.84020389171200693 0.86817698687082157 1.4028869195281148 0.126096952527745 0.50448412516379904 0.88917315052822221 0.53316806722432353 0.9284412635024637 1.4912787312641738 1.7060118110384785 0.84530698321759679 0.84542129212059081 0.20016319696151086 0.8456361147800634 0.3285854838322847 0.49131225934252132 0.29667298682034005 0.23263397254049767 0.23508649903669621 14.380190156763545
leaf_count=29 14 26 21 19 31 34 87 13 29 28 35 34 206 56 177 23 19 36 47 57 20 29 16 20 10 17 6 7 32 1722
internal_value=0.0002851 0.0156101 -0.000335651 -0.000380303 0.000589665 -0.0162108 -0.0301623 0.0181462 -0.0567233 0.0213399 -0.000276215 -0.0175592 0.000817112 -3.46683e-05 -0.045171 0.00107488 0.0148311 -0.0127676 0.0317768 -0.00134843 -0.0211291 0.00323635 0.00230057 0.0219883 0.0025519 0.014235 -0.00422231 0.0109232 -0.00248034 -0.00108819
internal_weight=32.5401 1.35408 0.918127 31.1861 29.3856 1.80051 1.28053 0.519987 0.844827 0.435699 28.714 1.70838 27.0056 26.2825 0.630581 25.652 3.84206 1.46161 2.38045 21.8099 3.39674 1.69073 18.4132 3.59773 2.75209 2.42351 1.93219 1.63552 14.8154 14.6153
internal_count=2900 61 47 2839 2629 210 163 47 116 47 2598 69 2529 2500 233 2267 125 55 70 2142 106 49 2036 266 246 236 219 213 1770 1754
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=10 18 10 6 13 14 9 13 4 17 0 16 16 0 18 5 18 9 7 4 7 16 7 7 17 5 6 6 10 7
split_gain=0.102528 0.122183 0.0783548 0.0712672 0.211309 0.285936 0.268332 0.277654 0.263933 0.174406 0.161414 0.212469 0.233613 0.228556 0.228484 0.178815 0.168133 0.453255 0.307039 0.410661 0.189858 0.17918 0.172133 0.254635 0.160043 0.159724 0.135564 0.218986 0.195255 0.230036
threshold=90.988176966900014 16.751363923150002 104.14280259920001 14.815346158200002 107.97116697695002 161.53444867420004 200.41824001715003 109.51703040195001 172.73046293330003 209.52161856205001 86.530713386650021 22.614947116400003 22.554947256700004 87.393708446500014 13.5308213324 20.361635946650004 13.583580954200002 193.32717468205001 23.031046061850002 203.63782228400004 24.620903395300001 19.214955067100004 23.974509389900003 23.699538637550003 188.07781354100004 21.005083245250002 13.665319288000001 13.775321858200002 78.220689305400015 22.940014114900002
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 -6 7 8 -7 24 15 12 16 -14 -13 -5 18 -18 19 -12 22 -22 23 -19 -8 -17 28 -28 29 -1
right_child=1 2 -4 10 5 6 9 -9 -10 -11 11 14 13 -15 -16 25 17 20 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=6.5463964289726758e-06 0.001617763403436587 -0.0019752827755857012 0.00050950003397941962 0.0009874882877558837 -0.0020967023222519714 0.0012530518547875351 0.00054395738439566327 0.0014835087341999701 -0.0020101320624915566 0.00038988758644995203 0.0010059798987681235 0.00019950543629263813 -0.0012470033467511378 0.0003077071393873626 0.0014484160028422645 -0.00088017065336607934 -0.0012271495321706212 0.0006689072574304931 0.0015171193717491167 -0.00093436086727498671 0.00019215561046295832 -0.0012226015394315448 0.00095639878256026183 -0.00065808895954319298 -0.0014487578518675452 -2.5726697281964672e-05 0.0012447638236157421 0.0001181381644708981 0.00018143237485535439 -0.0010293754537116322
leaf_weight=1.9238336836970105 0.05825004809866996 0.24506684669267997 0.06092116424224514 0.62126209505368279 0.38552659866400008 0.16020797565579448 0.18304230307694513 0.52963822809397243 0.2351928877615137 0.37510472285794083 0.97246926620573348 1.1294908607378595 0.82816803592140675 0.64799044327810407 1.1232733088545499 0.91166678629815479 0.85489328252151597 1.456043881364167 1.0480421921238301 0.73731276113539934 1.0124392208017523 0.52144726674305264 1.8922681029653174 0.89934687642380584 1.0098416529799576 10.871073886173233 0.85709734982810859 2.9337364811726729 4.7009176599385682 1.44177569738531
leaf_count=204 5 225 89 16 23 3 14 16 37 20 26 24 28 14 42 29 22 38 22 17 47 31 62 26 94 764 32 145 583 202
internal_value=5.05508e-05 -0.000985076 -0.00148057 5.99196e-05 -4.86564e-05 -0.000525205 -0.000282186 0.000555331 -0.00068796 -0.000776281 0.000122597 0.000274183 0.000160605 -0.000564531 0.000822237 -3.77789e-05 0.000274549 0.00010545 0.00068147 0.000169243 0.000302496 -0.000288793 0.000516019 0.000162227 -0.00114299 -9.18376e-05 6.7033e-05 0.000372865 -7.66917e-05 -0.000437227
internal_weight=40.6273 0.364238 0.305988 40.2631 14.7359 2.87855 2.49303 0.925039 0.395401 1.56799 25.5272 13.1232 10.8704 1.47616 2.25276 12.404 9.39426 6.63644 2.75782 1.70978 5.78155 1.53389 4.24766 2.35539 1.19288 11.7827 11.8574 3.79083 8.06653 3.36561
internal_count=2900 319 314 2581 1373 207 184 56 40 128 1208 399 333 42 66 809 291 226 65 43 204 78 126 64 108 793 1166 177 989 406
is_linear=0
shrinkage=0.00196078


Tree=987
num_leaves=31
num_cat=0
split_feature=6 13 13 16 8 19 13 19 16 15 8 19 16 7 19 4 10 7 6 6 5 16 12 15 0 10 10 18 10 15
split_gain=0.0326815 0.14094 0.0979238 0.145912 0.0933917 0.0733543 0.104391 0.0527517 0.0613677 0.0428301 0.0608848 0.0600806 0.0915097 0.197822 0.150859 0.136702 0.10585 0.0978242 0.0643828 0.204345 0.163587 0.115178 0.142272 0.183151 0.0977904 0.105064 0.0964349 0.0775005 0.103156 0.0819583
threshold=5.0951190466500007 92.504467352450021 92.138837046750012 12.644970430600003 0.84933718570000016 11.450923895500003 81.98184222990001 9.8507947922000021 9.1949784981000011 11.896459116400001 2.5480115570500002 10.550851274900003 13.534968349350001 24.437987282900004 11.850956171350001 323.29283506040002 80.468240302450013 24.252468908850002 13.665319288000001 13.775321858200002 13.264960807550002 15.604963508800003 212.36614019295004 32.393814985100008 99.983757871350008 72.026481772850005 76.919475570250015 13.316069313700003 70.343506983200015 21.073645951400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 10 -2 -11 13 15 16 17 -14 -13 20 -20 27 -22 23 24 25 -23 -24 -16 -29 -30
right_child=9 -3 -4 -5 5 -7 -8 -9 -10 11 -12 12 14 -15 18 -17 -18 -19 19 -21 21 22 26 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10095764859871706 0.016491703628949719 -0.10072390114326031 0.070290580096773844 -0.10160382894388482 -0.1006328913667115 0.086040827037989917 -0.10052589883160137 0.058135518941671176 0.04981700189149485 0.037374592616615882 -0.10198131394474459 -0.10106006895215192 0.019636262711269736 -0.10159741546911094 -0.055570180346974862 0.038608623440413575 0.095768912510699619 0.052763335212889687 0.056467483022234269 0.00052041848594527223 -0.084151136549449002 -0.0024216709963629859 -0.083247141695056523 0.080066557881125586 0.028599585942310459 -0.10156494138140613 0.0088149985593362502 0.082583560578194992 0.035367178631425293 -0.026474130695342542
leaf_weight=0.070868027588402382 0.079179863329048028 0.16881888957504998 0.15814281746861525 0.15811224787103129 0.056958208358537377 0.13116052810983092 0.082139024172647623 0.19231483990733977 0.051738954905886203 0.4519759645527327 0.095935710809044394 0.16108982920525505 0.60120612856371991 0.27428499051166 0.13918681716313885 0.36649577931848398 0.26229514088481665 0.055616687051951885 0.67028456693515437 25.090735591710541 0.34708337568736158 0.21853082836605586 0.42758230616163928 0.23731934884563088 0.24227137590060011 0.20922395031084307 0.15503791297669522 0.23375265137292423 0.47956273441377562 0.3874499552330235
leaf_count=124 8 146 13 65 81 14 57 36 4 98 87 77 48 135 11 31 16 2 33 1453 64 13 73 9 25 39 19 9 40 70
internal_value=0.000313716 -0.0168686 -0.00116429 -0.016367 0.00666347 0.0214928 -0.000603328 0.0266632 -0.02902 0.000903382 -0.0484128 0.00118187 0.000646565 -0.0315596 0.00157636 0.00137974 0.0427621 -0.061582 0.000343131 0.00197612 -0.0133285 -0.0322717 -0.0201865 0.00457508 -0.0221636 -0.0509148 -0.058749 0.0147368 0.0236267 0.00773158
internal_weight=32.2564 1.07025 0.901435 0.743292 0.58518 0.514312 0.383151 0.301012 0.108697 31.1861 0.175116 31.011 30.559 0.857487 29.7015 0.583202 0.863501 0.216707 28.838 25.761 3.077 1.83705 1.48997 0.907346 0.670026 0.427755 0.58262 1.23995 1.10077 0.867013
internal_count=2900 540 394 381 316 192 178 121 85 2360 95 2265 2167 245 1922 110 64 79 1858 1486 372 242 178 86 77 52 92 130 119 110
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=15 5 15 16 10 14 16 15 12 18 7 10 5 10 17 19 17 3 13 10 6 17 0 16 18 17 16 12 17 2
split_gain=0.0313721 0.0975397 0.101273 0.0693507 0.0544018 0.0424282 0.0770268 0.0798764 0.0593202 0.113615 0.116634 0.0770011 0.0727049 0.151743 0.126346 0.0775814 0.0768487 0.244691 0.100681 0.131244 0.0801493 0.0809993 0.120797 0.140198 0.0758253 0.124554 0.0723812 0.065188 0.061536 0.118031
threshold=46.574831689400007 25.556820288350004 51.067537391750008 22.644947046300004 54.884872733100003 462.66931228825007 22.514947350300002 15.735822416950002 327.98456567570003 13.919698996450002 25.178984058200005 64.434276012450013 29.040033326300005 60.474177186300004 167.86887396990002 14.651182102100002 207.79550897605 82.979260196300018 106.97106055245001 76.220476456350013 8.0101871567500016 242.64190980425005 100.67200315280002 17.654958715000003 11.955585097900002 174.0368807394 8.7049796440000016 325.25099387990002 168.75790693355003 234.61110956795002
decision_type=2 2 2 2 2 2 2 2 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 8 7 -7 12 -10 -11 -12 13 14 -6 16 28 18 19 -18 27 22 -22 -24 -14 -26 -13 -21 29 -15
right_child=1 2 -4 -5 5 6 -8 -9 9 10 11 26 24 15 -16 -17 17 -19 -20 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10044481215586459 -0.10232671659427539 0.049674381271465645 -0.05543811870415765 -0.01080503034037841 0.0041129982840755952 0.041918950180957253 0.10084984852032597 -0.10081296848072224 -0.095058489106242941 0.033500372331977737 0.023373262215649712 0.024448380017619592 0.050448525729247087 -0.060225540703901508 -0.10264830050740217 0.027511778741260252 -0.10171526769591838 -0.077597387263241349 0.079062872037920978 -0.10077073470061322 0.049366490399634519 0.083743475914459187 -0.10120558896991411 0.070985928639548265 -0.10248845333890473 0.045409147053102228 -0.10141433783189922 0.084455859745776629 0.0024308431131980549 0.034484601844086075
leaf_weight=0.053031620529856549 0.17970978019184158 0.26237958186902688 0.14087429536812124 0.15352650165004889 0.19387109554783322 0.12594244784577213 0.11900610383599997 0.056932163763121935 0.18241655013298341 0.36444469958223635 0.11449939897283912 0.058164730769931339 0.57454714784398575 0.41043849693620416 0.25885440649415159 1.096032283414387 0.12498692978988291 0.51515528290474311 0.16174760833382607 0.09927959836932132 0.25643556425347924 0.16315100569045171 0.1611199377621233 0.0669251405633986 0.098687487174174748 0.13461453049967531 0.21305865627437015 0.023497268790379167 25.406951167404713 0.19367417529520026
leaf_count=91 40 22 43 27 34 41 6 32 37 49 11 24 30 191 86 39 39 61 8 104 25 17 62 6 27 22 70 2 1619 35
internal_value=0.000271603 -0.0201282 0.012954 -0.0601614 0.000752726 0.000924876 0.0382324 -0.00251607 0.000560072 -0.0242768 -0.00706497 -0.0453926 0.0013337 0.000513095 -0.0569298 0.00141987 0.000383105 -0.0210856 0.00645307 -0.00666344 0.00875726 0.022801 0.00227838 -0.050672 0.0309259 -0.017152 -0.0744227 -0.0653217 0.00168083 -0.0298622
internal_weight=31.964 0.73649 0.403254 0.333236 31.2275 31.1744 0.301881 0.182875 30.8726 0.932584 0.750167 0.385723 29.94 29.1321 0.452726 28.6794 27.5834 1.5723 1.05714 0.895395 0.770409 0.647632 0.484481 0.228045 0.807849 0.233302 0.271223 0.122777 26.0111 0.604113
internal_count=2900 132 65 67 2768 2677 79 73 2598 191 154 105 2407 2328 120 2208 2169 324 263 255 216 110 93 68 79 49 94 106 1845 226
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=6 13 6 9 17 6 9 7 0 3 15 15 15 16 13 16 4 13 9 16 17 0 5 5 19 16 18 9 9 2
split_gain=0.0306067 0.110291 0.0853663 0.0718943 0.1903 0.118105 0.100981 0.0822795 0.164339 0.0942641 0.0808904 0.0829061 0.0831752 0.0976333 0.118542 0.0869817 0.0992469 0.0885753 0.107962 0.131868 0.105844 0.0539186 0.193201 0.181592 0.116982 0.137443 0.14158 0.103892 0.0894959 0.0977496
threshold=10.715250360100002 107.54907905045002 11.175261108200003 74.362486003100017 239.21206428850002 8.1951914793500027 66.750324551100007 20.778835947700006 95.590817286200021 83.799239926100014 23.516184833950003 23.163629804900005 22.530191796700006 16.064962433100003 92.692659421600013 14.184966829400002 280.33545882855009 74.940770386250009 38.559541491950007 8.0849810938000015 199.71712621985003 98.615332683000005 14.320088925450003 16.222050829800004 12.050972309250001 12.644970430600003 17.327266398450003 208.21354399485003 210.39795333110001 219.74617996645003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -6 7 -1 -9 10 11 12 13 14 15 16 -10 -18 19 -19 -21 23 24 -4 25 26 -23 -24 -29 -30
right_child=2 -3 21 4 5 -7 -8 8 9 -11 -12 -13 -14 -15 -16 -17 17 18 -20 20 -22 22 27 -25 -26 -27 -28 28 29 -31
leaf_value=0.052142716701734787 0.045575211957816414 -0.10309057354473113 0.043273040158443826 -0.10118632560737423 -0.075264678065330701 0.064365250426782053 0.063736113285012247 -0.10311479242061034 -0.10096946797978995 0.10166665347937215 -0.078145023527005766 0.10123408793325493 -0.10384868926937199 0.098548548450177409 -0.10128504068144102 0.071304853192172474 -0.10113311248947372 0.081565522088184572 0.057775551396067916 -0.10155735116429726 0.02690462976080853 -0.1019515204437175 -0.10210563738006269 -7.57133638668072e-06 -0.050257814018959172 0.062908390222984348 0.045254134660599341 0.056320524976849022 -0.1015864913532748 0.030451202681323265
leaf_weight=0.22422419822396911 0.42742543671920685 0.12078121976810496 1.0073698816122547 0.25363371546450242 0.089884313509173808 0.18579044548096135 0.23899998300475989 0.1786922438750479 0.1035459945005639 0.083099404349923023 0.14731324740569096 0.076136934454552718 0.081639488151267758 0.093615031044464447 0.12096419766021416 0.15926038154066191 0.073260519830000703 0.092704257007426349 0.3137090377167624 0.18092889122999622 0.099361894877802115 0.12906644580652826 0.30305663796389126 25.731428917769904 0.23520392444333993 0.47339872887823731 0.13231823673413601 0.10276175930630416 0.15840519194898661 0.086787537555210292
leaf_count=23 41 11 53 187 44 25 21 86 90 2 48 3 10 4 53 18 117 8 45 69 41 29 72 1644 40 28 16 15 47 10
internal_value=0.000228811 -0.0095309 0.00121794 -0.00549043 -0.0386749 0.0188386 0.00225605 -0.00498776 -0.0120878 -0.00208133 -0.00767079 -0.000229319 -0.00608616 0.000364142 -0.00767228 0.0033994 -0.00912465 0.00338931 0.0145402 -0.0218231 -0.0560181 0.000549413 -0.0171597 0.001623 0.0111232 0.0307712 -0.027433 -0.0593004 -0.0220185 -0.0548509
internal_weight=31.7048 2.91755 28.7872 2.79676 0.529308 0.275675 2.26746 2.02846 1.80423 1.62554 1.54244 1.39513 1.31899 1.23735 1.14374 1.02277 0.863511 0.759965 0.686704 0.372995 0.280291 28.3598 1.621 26.7388 0.969987 0.734783 0.261385 0.651011 0.347954 0.245193
internal_count=2900 905 1995 894 256 69 638 617 594 508 506 458 455 445 441 388 370 280 163 118 110 1954 257 1697 113 73 45 144 72 57
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=6 13 8 17 6 19 9 6 3 18 0 5 6 13 10 3 15 7 10 14 4 18 7 15 7 9 6 15 2 2
split_gain=0.100191 0.154686 0.148611 0.250418 0.146651 0.137257 0.130414 0.121963 0.121196 0.112168 0.139989 0.222884 0.187707 0.169656 0.151841 0.243033 0.215839 0.430897 0.218665 0.271358 0.337898 0.289469 0.192407 0.151609 0.222295 0.119766 0.202368 0.123237 0.118175 0.20025
threshold=10.715250360100002 95.870416931800023 3.1475436881500003 239.21206428850002 8.1951914793500027 9.4507625164000029 66.750324551100007 11.175261108200003 85.014423001050019 17.108018746400003 98.615332683000005 16.222050829800004 12.26528657645 98.362617618700014 70.182199495350019 84.968719212850019 23.969938375100003 24.176224535650004 75.465019721650009 245.89181903565003 212.51885705880002 15.502113896900001 22.747724408400003 23.304416445750004 25.967949918250003 196.98862600660001 14.325334709150001 28.129673635100001 116.16618105335002 120.54857872840002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 5 -4 -5 -1 -7 -3 -2 10 11 -9 13 -12 28 16 17 -16 19 20 25 -21 -17 -14 -25 -18 -27 -28 -13 -30
right_child=1 7 3 4 -6 6 -8 9 -10 -11 12 14 23 -15 15 22 18 -19 -20 21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.0019921500318806624 -0.0020064195485829293 0.00099632202232212397 -0.0018224892137630889 -0.0014103228969561117 0.0011621798651419118 -7.5616315748850503e-05 0.0012442795541769711 0.00091997090973444955 0.00032153398011936771 0.00096561269754543637 -0.0011398162323543956 0.00030578576437162371 -0.0020157824858714267 0.00077594565815848279 0.00029892883701705913 0.00011964521687336391 0.00074790800270353817 -0.0020828772610321641 0.0014678478259628914 -0.0020713937523236538 0.0015331210177469499 0.00052573561039289047 -0.0020219104569036139 -0.0020007913908426018 0.001210485096719391 0.00063904510052622632 -0.0020526075718469835 -0.00030543950491291406 -0.0013381206392041054 7.311778353310664e-05
leaf_weight=0.13039112911610518 0.2350243566725102 0.59840990684460749 0.51093049023029369 0.12952411463993485 0.24895995024417061 2.7681787978326615 0.3212058467324822 1.2760296391788859 0.13558046270100022 0.57103349867975239 0.26157287870591861 10.455917905814209 0.40169107346446253 0.55442528356797993 0.65206360726733581 0.24563703626699851 0.37732679804321445 0.52888495638035238 0.45787530881352712 0.42176094699243538 0.64759850513655681 0.27102332144568209 0.46975574825955846 0.15025544684613124 0.18481665811850689 0.35013212263584137 0.32738579588476568 0.29514289903454483 0.39614309761964506 16.00062688440471
leaf_count=131 65 30 202 43 25 488 16 50 38 39 36 385 53 46 34 27 15 23 15 45 19 35 75 29 16 15 17 23 20 845
internal_value=7.26358e-05 0.000105514 -0.000217539 -0.000927014 0.000281823 -2.15569e-05 6.16143e-05 0.000118526 -0.00115477 0.000103645 8.94705e-05 0.000116405 -0.000485957 0.000161837 8.42587e-05 -0.000227866 -5.29145e-05 -0.000767757 0.000215233 2.04938e-06 0.000368775 -0.00105537 -0.00128659 -0.00120342 -0.000229539 -0.00018977 -0.000553526 -0.00122427 0.000142895 3.90225e-05
internal_weight=40.3753 36.2661 4.10919 0.889415 0.378484 3.21978 3.08938 35.8955 0.370605 35.2971 34.7261 33.1733 1.55276 0.815998 31.8973 5.04459 4.32919 1.18095 3.14825 2.69037 1.99759 0.692784 0.715393 0.736763 0.335072 1.34999 0.972661 0.622529 26.8527 16.3968
internal_count=2900 1995 905 270 68 635 504 1892 103 1862 1823 1643 180 82 1593 343 241 57 184 169 89 80 102 98 45 70 55 40 1250 865
is_linear=0
shrinkage=0.00196078


Tree=991
num_leaves=31
num_cat=0
split_feature=6 15 18 5 6 15 19 0 3 6 6 9 9 17 19 18 2 7 18 5 15 18 13 5 9 17 0 16 0 0
split_gain=0.0757555 0.172009 0.115836 0.140455 0.125189 0.101144 0.0972608 0.0706961 0.212927 0.187496 0.336346 0.415065 0.293693 0.226072 0.215063 0.291728 0.400901 0.166418 0.31343 0.571219 0.38719 0.295182 0.369555 0.295689 0.195062 0.173696 0.137649 0.133896 0.212491 0.357436
threshold=5.0951190466500007 17.382777826050003 16.433295803950003 2.5966915737500007 3.6650856341500009 5.4774945026000008 11.850956171350001 86.530713386650021 93.017962855400015 16.455384477450004 15.785368822600002 193.60452210450003 206.08249486475003 192.00356210945003 14.251149826300002 13.713893333650001 206.09225218925002 22.726915405250001 13.24392582145 21.495293572000005 41.018034898650008 13.3584252364 117.55283175385001 23.803605515150004 197.19111486365003 197.05557773135004 87.181320254150009 22.654947022900004 89.738043936200015 89.872466842800023
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 17 9 10 27 -12 26 -13 -15 -16 -17 -2 20 -20 -19 -21 24 -24 -23 -25 -11 28 -9 -30
right_child=7 -3 4 6 -6 -7 -8 8 -10 12 11 13 -14 14 15 16 -18 18 19 21 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.0018928791104187326 0.00013258414731435092 -0.0016601479528409607 0.00077642399419492185 -0.0011349867466338265 0.00064413723195574186 -0.0019787921284497765 0.00098881026693702859 -0.0007199969888599929 0.0014123354206867086 -0.0014635106547742356 0.0016262135297106307 -0.0005918568479701317 0.0007727024846797268 0.0013568014512850392 0.0012019367917130242 -0.0012101403678476744 0.00062986571622339739 -0.00028658579980810956 -0.0021374717300051476 0.0010398730629930376 -0.0021084312638819007 -0.002182437471019788 0.0010888127191671154 -0.0011753245093390147 -0.00031468184433287746 0.00039426836043841184 -0.00030542619393560886 0.0011349403266494263 0.0020293545443200189 1.7892223443538178e-05
leaf_weight=0.20382040506228694 8.696818398534786 0.32227369179963705 0.063985851686084061 0.1828362230444327 0.17194365338218631 0.25687008562454139 0.15167875349288806 1.4623507849755863 0.48266191384754975 0.79680759523762323 1.1381569169461716 0.87849145242944349 0.55100296175805841 0.88481122325174544 0.83648406155407462 0.82479962799698103 1.0161170829087494 1.2502301428175986 0.43613427854143072 1.2038162366661707 0.69939425253687648 0.40530682323787948 1.0213033719628586 0.5358807804295791 0.45779416931327432 0.54852894964278676 0.78171710827155039 0.40645442670211096 0.34672768227756279 16.643151192964979
leaf_count=6 573 193 45 36 42 202 16 60 10 21 25 14 27 29 14 23 38 30 18 37 57 23 22 32 24 27 21 19 6 1210
internal_value=4.68657e-05 -0.000409785 -1.89935e-05 0.000609791 -0.000705879 -0.00142934 -0.000171996 6.14748e-05 0.00012167 9.82212e-05 0.000146847 0.000569785 -0.000459788 0.000299022 0.000518725 0.000241762 -0.000194526 -4.52597e-05 -0.000281091 -2.29628e-06 -0.000940142 0.000220878 -0.000111214 0.000331689 -0.00119177 -0.000381374 -0.000890004 2.17316e-05 -2.78946e-06 5.89419e-05
internal_weight=43.6584 1.35341 1.03113 0.538335 0.4928 0.320856 0.334515 42.3049 27.0497 26.5671 24.4375 5.57886 2.12953 4.4407 3.56221 2.6774 1.84092 15.2552 6.55839 4.60876 1.94962 4.17263 2.96881 2.10571 0.863101 1.08441 1.57852 18.8587 18.4522 16.9899
internal_count=2900 540 347 58 289 247 52 2360 1517 1507 1438 143 69 118 104 75 61 843 270 183 87 165 128 81 47 59 42 1295 1276 1216
is_linear=0
shrinkage=0.00196078


Tree=992
num_leaves=31
num_cat=0
split_feature=16 16 9 15 16 10 0 5 3 0 5 14 19 13 6 8 16 13 7 10 6 6 10 10 17 7 7 6 0 15
split_gain=0.0962284 0.27814 0.345496 0.198343 0.189256 0.305824 0.320132 0.201558 0.228493 0.4115 0.218892 0.181192 0.413554 0.303932 0.270129 0.182829 0.168387 0.255796 0.576105 0.222674 0.156695 0.233881 0.199646 0.247596 0.405717 0.195731 0.236813 0.158966 0.126551 0.264112
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 18.984955604900005 70.085415002650009 94.776214472700005 19.091524133650005 85.54673771085001 96.249489528150022 20.302496186500004 169.50964292540002 12.651020723000002 108.36905878025001 15.185354803400001 8.3434888241000014 18.324957148300005 104.27722550570002 23.587720440700004 68.214248143850014 14.185331438000002 13.955326063950002 76.42211081615001 78.220689305400015 207.79550897605 24.639960683050003 22.708075280250004 13.705320222600003 86.530713386650021 33.005488016050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 7 28 -7 8 9 -2 -9 12 15 16 -15 -1 17 19 -19 -13 21 22 25 24 -24 26 -21 -27 -6 -30
right_child=4 2 -4 -5 5 6 -8 10 -10 -11 -12 13 -14 14 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.00068599062157579846 -0.00059894924780699713 0.0011098088162653839 -0.0020931782156520641 -0.0019976645102514697 -3.7128967529881578e-05 -0.0020424352807168022 0.00015638213965152162 0.0010077302846593834 0.0016438437155630178 0.0017646121549865883 -0.0015215829669982994 -0.0014732821609197266 -0.0021032981163338154 0.0019731175655465184 -0.00095509481004797149 0.0017287963522801843 0.0020554880012203978 0.00051513615215356256 -0.0020460521990842066 0.00062312187562997014 0.0014188722368753577 -0.0013813702258370785 -0.0020193248827822161 0.00014397677215886547 0.0011792926599928136 0.00039234643808953255 -0.0014401195472746738 0.0019923274186484504 -0.00019174160117959731 0.00041439947364653511
leaf_weight=0.25107388637115491 0.72023202734999692 0.17221112365950908 0.52176671230699867 0.1919240021597951 12.329859469158697 0.53110310618649126 0.48892767773941159 0.22799218632280815 0.89189712982624758 0.46671965345740318 0.31097714370480389 0.3347749168724431 0.47504423090140335 0.55068445223150853 0.15527583911784859 0.23186788612656528 0.15047998254885975 0.64512249883045913 0.70847977240919136 0.91958395723849962 0.36233900644583616 0.38929955119965587 0.5218969699108128 4.3458904198187156 0.21537944264127873 0.40993098885519419 0.27869650479988195 0.57171463221311569 3.8970353070180854 9.5038613603974209
leaf_count=33 36 22 74 59 567 45 15 9 22 15 34 92 35 11 110 8 2 67 64 92 14 19 99 886 16 35 34 17 106 262
internal_value=5.2567e-05 -9.22465e-05 -0.00129835 -2.07648e-05 0.000113727 6.44875e-05 -0.000988484 0.000616893 0.000893926 0.000330424 -0.000451645 1.21775e-05 -0.000804335 8.62534e-05 0.00132906 0.000473386 -2.78735e-06 -3.4708e-05 -0.000825398 9.34768e-05 0.00015892 9.92618e-05 0.000178623 -3.42654e-05 -0.00108492 0.000675039 0.000143252 0.00132418 0.00010623 0.000238131
internal_weight=41.772 12.4034 0.693978 11.7095 29.3686 26.7508 1.02003 2.61782 2.07885 1.18695 0.538969 11.5175 0.957986 10.5595 0.70596 0.482942 9.85359 9.70311 1.3536 8.34951 8.01473 7.65239 7.26309 5.08317 0.737276 2.17993 1.19828 0.981646 25.7308 13.4009
internal_count=2900 1789 96 1693 1111 995 60 116 73 51 43 1634 76 1558 121 41 1437 1435 131 1304 1212 1198 1179 1001 115 178 126 52 935 368
is_linear=0
shrinkage=0.00196078


Tree=993
num_leaves=31
num_cat=0
split_feature=13 19 16 16 17 12 7 16 13 7 16 4 17 0 17 6 8 6 2 6 9 15 10 0 6 8 17 9 7 7
split_gain=0.0360337 0.0562088 0.0420963 0.108272 0.0787135 0.10741 0.0768598 0.0628989 0.0750689 0.0503125 0.0887036 0.0953511 0.0991092 0.0875544 0.0841175 0.100197 0.0896756 0.0662002 0.178207 0.110515 0.100678 0.0881619 0.101827 0.0964811 0.0938636 0.169227 0.0888162 0.0838607 0.080073 0.0701087
threshold=78.890115379850016 10.250827068050002 9.6249774926000011 11.934972090850001 177.48499193625003 255.91119495340004 19.468732114900003 9.4649778668000017 83.635243980150008 26.709562027450005 17.654958715000003 371.16724128940001 189.73320545960004 105.70748523110002 190.58288855405002 8.1951914793500027 7.6440346712000009 10.715250360100002 197.03438354685002 11.260263094250002 48.745053608200003 18.871799531050005 66.499011856650014 98.327667663000014 13.075305502400001 7.7439566930000003 210.90690361435003 186.14781787895004 18.742910346600002 22.557405306150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 -4 8 -2 13 11 12 -11 17 -14 -16 -17 18 20 -19 29 22 28 -24 25 27 -27 -23 -21 -5
right_child=2 -3 3 9 -6 -7 -8 -9 -10 10 -12 -13 14 -15 15 16 -18 19 -20 21 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10087735181248295 0.039718029873417209 0.012255628293827519 0.099591889663130942 -0.010337429357303579 -0.10102231130419635 0.081343975864106591 -0.10122463481725195 0.087195120391538136 -0.0594517796092962 -0.10527335283215888 0.035049381760513448 -0.10097442027334534 0.10128857016854234 0.046976698544026911 -0.10125308363872432 0.068856860623977931 -0.040648295432727702 0.063225982869948627 -0.084455569060591928 0.044450326250972824 -0.04329017906127014 -0.034252872103770544 0.077380533800081128 0.0039362256905673175 0.0012822337351179429 -0.10207441546864596 -0.0031341807645920423 0.056852300609617878 -0.10199700698125291 0.060371984330428945
leaf_weight=0.088622442318867622 0.23264515457140333 0.087056686905270908 0.023104015839637948 0.26566925060252333 0.17887794964303794 0.079033583780983463 0.10886007850274382 0.13716041792213218 0.11360486636749556 0.10589850853284488 0.21587169665872352 0.18085751118633198 0.071978460997343063 0.41812905982078419 0.10282752280909335 0.14705969218630344 0.15216092780974577 0.29060424939962359 0.33172725309668749 0.063382962393009445 0.31971523723041173 0.18885459500598045 0.4395567060673784 0.30158822337398306 26.195736620248681 0.3254374270363769 0.12580137071199715 0.21727444855787326 0.090851396511425264 0.29696057881665183
leaf_count=176 67 30 2 37 159 9 77 21 68 11 28 74 2 49 55 12 35 21 98 9 45 23 28 34 1520 62 21 20 42 65
internal_value=0.000349264 -0.044815 0.000599394 0.00014622 -0.0522221 -0.0108506 -0.0660661 0.0298833 0.00718035 0.000808083 -0.0215267 -0.0375801 -0.0178097 0.00153833 0.00172981 -0.0160941 0.0131708 0.000893266 -0.0219715 0.00187628 0.00152008 0.00123838 0.0321105 0.0474944 0.000216599 -0.0323425 -0.0744908 0.0144874 -0.0418141 0.0269836
internal_weight=31.8969 0.175679 31.7212 31.2378 0.389876 0.210998 0.131964 0.48341 0.34625 30.8479 0.976654 0.760783 0.579925 29.8713 0.474027 0.402048 0.299221 29.4532 1.21407 28.2391 0.882345 27.9485 0.895379 0.741145 27.0531 0.857368 0.451239 0.406129 0.154234 0.56263
internal_count=2900 206 2694 2538 247 88 79 156 135 2291 217 189 115 2074 104 102 47 2025 245 1780 147 1759 113 62 1646 126 83 43 51 102
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=16 16 9 15 14 19 16 13 15 3 16 10 0 3 7 3 9 9 3 9 13 13 5 3 18 18 7 16 2 10
split_gain=0.0950119 0.258052 0.352059 0.190294 0.192179 0.388239 0.320141 0.318187 0.251323 0.239725 0.178696 0.327096 0.314835 0.223333 0.353074 0.261538 0.197942 0.175436 0.226894 0.217085 0.157521 0.300707 0.280096 0.210513 0.35101 0.322345 0.259099 0.263929 0.242915 0.359163
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 169.50964292540002 12.651020723000002 17.844958270700005 107.89051323300002 26.410889167300002 80.941408933400012 18.984955604900005 70.085415002650009 94.776214472700005 83.511574906150017 25.067667658500003 85.54673771085001 197.33595066125002 210.70699256735003 77.360382703650018 216.18094582280003 117.38883580790001 117.47217800995001 22.120912517600004 93.308316333450009 13.3584252364 13.5308213324 23.477153707700001 22.604947139800004 162.53466164215004 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 3 -3 4 5 -1 8 9 17 -8 13 20 -13 -2 15 -15 -17 -6 -19 -20 -12 22 -22 24 -23 -26 -27 -28 -25 -30
right_child=10 2 -4 -5 6 -7 7 -9 -10 -11 11 12 -14 14 -16 16 -18 18 19 -21 21 23 -24 28 25 26 27 -29 29 -31
leaf_value=0.0003703816289654376 0.0017413159437563545 0.001036891137226297 -0.0020964570534030601 -0.0019982122226178726 0.00015417592869255238 -0.0020976778522794051 0.0011896983293770791 0.0018225883428773615 -0.0012926913025381186 -0.0019955047983871823 0.00026360124004708288 -0.0020441905161468869 0.00016735808698008534 -0.0003052667668237203 -0.0012613599208714747 0.00032010646157232654 0.0019882745879258941 -0.0020253697596058304 -0.0010185906635833044 0.00066877681077448633 -0.0018054290804842567 0.0010303505972656085 -0.00016112355032222829 9.7644046040749598e-05 -0.0010226649357095495 0.0015197176173439456 -0.00087335290570597223 0.00069049823344955548 -3.1538599105711374e-06 -0.0013339129295420352
leaf_weight=0.50107894211668735 0.51477039605379049 0.18828601301356762 0.51484380647889338 0.18702082274830978 7.8026771568829609 0.47957570296421181 0.17943986260797717 0.72988321486991481 0.58139272144762877 0.18399536440847442 11.944811232766375 0.55028065940132254 0.44976293027866632 0.63315981789492104 0.44124151219148178 0.47908236275543437 0.63722374208737165 0.32597425292806281 0.58705825184006222 0.58549156828667037 0.66748834820464498 1.9662504368461657 0.98758628401265014 7.0288016498670896 0.89302528090775046 0.56429304182529483 0.757274917559698 0.91774477995932102 1.8873399203730516 1.3286800084279091
leaf_count=41 17 22 74 59 1205 35 16 23 79 25 335 45 15 30 24 30 15 126 39 45 21 35 28 221 18 10 28 29 91 119
internal_value=4.03434e-05 -0.000102504 -0.0012574 -3.56339e-05 -4.93588e-06 -0.000836589 6.93691e-05 0.00107617 -4.20136e-05 -0.000422866 9.65512e-05 5.29473e-05 -0.00104956 0.000579145 0.000306059 0.000701386 0.00127235 3.61628e-05 -0.000578321 -0.000176034 9.1041e-05 -3.02169e-05 -0.000824269 5.54365e-05 0.000381 -2.66148e-05 0.000370604 -1.65175e-05 -0.000106588 -0.000552949
internal_weight=45.4955 12.8467 0.70313 12.1436 11.9566 0.980655 10.9759 1.09332 9.88259 0.363435 32.6488 29.9433 1.00004 2.70548 2.19071 1.74947 1.11631 9.3012 1.49852 1.17255 28.9433 16.9985 1.65507 15.3434 5.09859 3.13234 2.23931 1.67502 10.2448 3.21602
internal_count=2900 1789 96 1693 1634 76 1558 64 1494 41 1111 995 60 116 99 75 45 1415 210 84 935 600 49 551 120 85 67 57 431 210
is_linear=0
shrinkage=0.00196078


Tree=995
num_leaves=31
num_cat=0
split_feature=13 19 16 16 17 12 7 16 4 7 15 15 15 2 0 2 9 7 5 12 5 6 9 16 0 8 19 5 10 5
split_gain=0.0312729 0.0527453 0.0357846 0.0977966 0.0725116 0.095782 0.0618556 0.0569292 0.0671289 0.04412 0.0848596 0.0969804 0.103025 0.120322 0.0733821 0.0798482 0.0727963 0.062492 0.06803 0.103972 0.0855185 0.0810331 0.072235 0.177866 0.169229 0.176495 0.113938 0.112733 0.182522 0.303087
threshold=78.890115379850016 10.250827068050002 9.6249774926000011 11.934972090850001 177.48499193625003 255.91119495340004 19.771475517600006 9.4649778668000017 280.33545882855009 26.709562027450005 19.112687623850004 20.310401204950004 24.673905035600004 237.82463207520001 105.70748523110002 224.18737221905002 24.706437889750003 26.452067539250002 11.976288766350002 167.86002060340005 13.175707186950001 10.715250360100002 187.70546222865002 14.524966034300002 89.738043936200015 8.3434888241000014 13.051052998800001 21.005083245250002 62.116825104000007 22.204885925350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 -4 8 -2 14 16 -12 -13 -14 17 -16 -11 18 19 -5 -20 -22 24 -24 25 27 -26 -23 -29 -30
right_child=2 -3 3 9 -6 -7 -8 -9 -10 10 11 12 13 -15 15 -17 -18 -19 20 -21 21 22 23 -25 26 -27 -28 28 29 -31
leaf_value=-0.10080510102244232 -0.10168518108296523 0.011183459548673384 0.079902772749003037 -0.0057164044644796705 -0.10093336075920248 0.078253930455955203 -0.10113000574652189 0.084741909041490635 0.024777906286942653 0.028925860071994526 0.075533681081342521 -0.074216919642637963 0.073628689720406634 -0.045413556509740188 -0.0077205571094496371 0.081205425696803821 -0.10149718201981327 0.03995163838744567 0.041060336215177705 -0.10079506100282475 -0.046778041262289433 -0.045957930021473442 -0.074588510245435682 -0.00051422092011505437 0.020055019646870658 0.071451823299146608 0.08989690554570301 0.016024287532077564 -0.11280510394960377 0.018384576848587197
leaf_weight=0.080954578170806424 0.049011650300147092 0.087529170768902986 0.023440875229428282 0.37589546355231007 0.16332898222731274 0.074781736417207867 0.096877165435444113 0.12835479884961387 0.29232366896940221 0.055526415322673439 0.12861239849735284 0.21923777014308143 0.16870909001590917 0.17093165190453874 0.17600481618137465 0.23685924851452 0.18665904083536589 0.40300942483008739 0.5222924398258354 0.16571874028159073 0.36211137798091186 0.53430105210282208 0.32894930157636082 22.259071383543414 0.55495295711443748 0.34373602483537968 0.40334934205748141 2.5610627493645102 0.32295623837853771 0.38728357279251213
leaf_count=176 52 30 3 81 159 9 76 21 83 12 19 59 17 42 30 19 68 43 34 102 42 22 60 1164 37 18 15 321 13 73
internal_value=0.000343082 -0.0426258 0.000571493 0.000159396 -0.0517748 -0.0106214 -0.0658604 0.0279683 0.00661933 0.000762453 -0.0206917 -0.00275985 -0.0207772 0.0137181 0.00142869 0.0432961 -0.0715948 0.000843226 0.000302012 -0.0348078 0.00096737 0.000221044 0.000835541 -0.00159296 0.0115754 0.00282776 0.0494515 -0.00337062 0.00358516 -0.0412693
internal_weight=31.8638 0.168484 31.6953 31.2257 0.358429 0.1951 0.120318 0.46969 0.341335 30.8672 0.929676 0.687491 0.558879 0.339641 29.9376 0.412864 0.242185 29.5247 29.1217 0.541614 28.5801 28.0578 27.6957 22.588 5.10764 4.14934 0.958302 3.8056 3.2713 0.71024
internal_count=2900 206 2694 2538 247 88 79 156 135 2291 217 137 118 59 2074 49 80 2025 1982 183 1799 1765 1723 1224 499 447 52 429 407 86
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=6 15 18 0 15 6 6 9 5 16 5 13 5 4 10 6 3 10 3 9 9 4 12 5 15 13 8 14 6 18
split_gain=0.0823452 0.225174 0.126655 0.139759 0.151419 0.121724 0.116607 0.154277 0.0739689 0.164215 0.165824 0.245961 0.270563 0.173133 0.204376 0.184234 0.138317 0.205604 0.116821 0.190395 0.176769 0.14915 0.121863 0.115008 0.097912 0.115677 0.0821953 0.183793 0.254503 0.116732
threshold=5.0951190466500007 17.382777826050003 16.433295803950003 118.45077676945002 5.4774945026000008 3.6650856341500009 2.7550643716500001 40.406378633400003 23.606333875400001 23.359945374300004 25.763052016400003 117.67112391160002 24.225659292200003 266.97556800805006 62.009286778800011 16.435384010100005 101.23926781830001 57.729261435100007 108.3367972827 65.407743180450012 66.290220196950017 159.66984649465005 171.05377706560003 23.398433971250004 50.243466369800011 117.62273166525001 8.8430989333000021 168.39662374755002 16.355382140900002 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 6 4 -4 -5 -1 -8 23 10 11 13 -13 -10 -15 -16 24 18 22 -20 -21 -22 -18 26 -12 -26 29 -28 -29 -2
right_child=8 -3 3 5 -6 -7 7 -9 9 -11 16 12 -14 14 15 -17 17 -19 19 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0014268803430417393 0.0002992987909339862 -0.0017203772978461483 0.0016067065783074755 -0.0019670069349741037 -0.0019809980080997217 0.001637158316658295 -0.0019809826423470654 0.0014167266518012591 -0.0020979370337627658 -0.0020592619856711837 0.001256270060709642 0.0013306998854110174 -0.00067865403570428707 -0.0015594750149118554 -0.0010828174424476196 0.00080037585372078686 -0.00023075138527306333 -0.0020451915963063823 -0.0021052718285148359 0.0015150659692410252 0.0019635463033630908 -0.0019993814030079349 0.0013266221081636382 0.00076703304641720165 -0.0020021217491197688 0.00090438977295527814 0.00036879607117599409 0.00020073031111948574 -0.0020677609394658598 3.0694344580230432e-05
leaf_weight=0.33454342617187538 8.250436927772169 0.3749573799977951 0.053919300553388894 0.048525818722282565 0.2805880376836285 0.13986900148483983 0.11360881551081548 0.093800211121561006 0.35774818009963327 0.16804175754077721 0.68178403753336203 0.51680792839033507 0.51376393807004206 0.49318323594707159 0.3364861051322805 0.49142402276265784 0.33221935919573276 0.18011898948680016 0.18826511385850608 0.2134021490928717 0.048025105817941949 0.15232794796429516 0.46154453763665515 0.95428597890713618 0.087237960200582165 0.13276714508538134 0.66906536967144237 0.34837427031743573 0.41862994075927418 25.282349947714465
leaf_count=14 237 193 4 150 121 14 37 7 84 11 44 17 30 46 32 30 28 60 20 8 3 102 31 33 32 16 22 14 35 1425
internal_value=4.73114e-05 -0.000413635 4.64954e-05 -0.000641946 -0.0014027 0.000708815 0.000710737 -0.000444377 6.33895e-05 -0.000151589 -8.9788e-05 -0.000425044 0.00032899 -0.000887915 -0.000560245 3.49928e-05 0.000276823 -7.36313e-05 0.000180789 -0.000470571 0.000273244 -0.00104946 0.000674804 9.54368e-05 0.000889251 -0.00024812 7.71092e-05 -0.000382258 -0.00103741 9.6782e-05
internal_weight=42.7181 1.43981 1.06485 0.522902 0.334507 0.188395 0.541952 0.207409 41.2783 5.35515 5.18711 2.70941 1.03057 1.67884 1.32109 0.82791 2.47769 1.5759 1.39578 0.60202 0.413755 0.200353 0.793764 35.9231 0.901789 0.220005 34.9689 1.43607 0.767004 33.5328
internal_count=2900 540 347 289 125 164 58 44 2360 594 583 239 47 192 108 62 344 252 192 133 113 105 59 1766 92 48 1733 71 49 1662
is_linear=0
shrinkage=0.00196078


Tree=997
num_leaves=31
num_cat=0
split_feature=3 9 9 16 16 15 16 9 16 15 15 12 13 8 19 9 12 5 15 8 3 3 15 5 10 16 10 0 5 3
split_gain=0.0876947 0.178919 0.243208 0.154424 0.090442 0.22608 0.164728 0.423086 0.207415 0.386809 0.290191 0.19238 0.255071 0.288371 0.235811 0.389889 0.323463 0.233605 0.396732 0.208391 0.208014 0.202868 0.20223 0.173928 0.161421 0.157368 0.254488 0.311093 0.19649 0.191415
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 18.594956516900002 32.540328261750005 18.384957008000004 187.38923140910003 17.844958270700005 26.870208776000002 26.410889167300002 206.66000365515004 102.26088190785002 7.6440346712000009 12.751028791950002 186.98623176200002 194.62888214220001 16.579584939650001 24.200063469100005 1.3489472949000001 75.236500780600025 89.805255389500005 6.9561856507500011 23.234643166550004 68.579878449600017 18.984955604900005 70.085415002650009 94.776214472700005 19.091524133650005 85.54673771085001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 8 -8 10 -10 11 14 13 19 16 -16 17 20 23 -13 22 -14 -1 -19 -21 28 -27 -28 29 -6
right_child=1 2 3 -5 25 -7 7 -9 9 -11 -12 12 21 -15 15 -17 -18 18 -20 24 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0019172028137676908 -0.0021279495552534878 0.0015973437420100289 -0.0020061170946153143 0.0017517974990726949 0.00035869936099890387 -0.0020062387858935798 0.0015836878753076452 -0.0020938597196921188 -0.0005733513838064758 0.001743266750565552 -0.0013943402435126714 -0.00085686581468969098 0.0018642306020434172 -0.0012475217089302001 0.00022306080040278574 -0.0020624047762653297 -0.0020206147355504916 -0.0020601005390085323 0.00087845152982454929 -0.0014456382445746561 0.00057677419166414729 2.1907044163062698e-05 -0.0019786869735900982 0.00019245684586948467 0.00073246557384301148 0.00011306055961997672 -0.0020383877891256221 0.00023561243973350753 -0.00045171766762358378 0.001612738979806566
leaf_weight=0.065323063834505368 0.21456387132638965 0.21072029793867841 0.2061258939520485 0.052813725546002388 1.1041635496076225 0.2296756945470414 0.16788457166694648 0.42411111842375249 0.46733479212707496 0.68077001367055345 0.60629929220886047 0.46962721406362185 0.62982631617342111 0.54345906924208964 0.52708876439282881 0.62997963875204732 0.29218369033787883 0.54950285355880601 0.41882712145161349 0.14013942218753106 2.6815061675442848 0.36180045027140295 0.23737743456240423 0.17336757142697934 1.9663465065968919 27.141235755245365 0.47552764898864452 0.45034330326598138 0.53710777638480056 0.812184419017285
leaf_count=24 20 8 117 2 51 70 19 52 46 19 83 211 27 78 70 77 74 80 18 43 195 36 204 56 242 866 45 15 30 22
internal_value=5.19218e-05 -0.0006445 3.32134e-05 -0.00123965 6.30596e-05 -7.91691e-05 -4.23861e-05 -0.00105094 9.80101e-06 0.00080029 -7.83749e-05 3.9955e-06 0.000325787 5.04254e-05 -0.000233298 -0.00102129 -2.69282e-05 0.000114258 -0.000640052 0.000324241 0.000402843 0.00119205 -0.00113795 -0.00151986 0.000587562 0.000120204 7.8576e-05 -0.000932315 0.000596417 0.000890185
internal_weight=43.4672 0.684224 0.46966 0.25894 42.783 12.2624 12.0328 0.591996 11.4408 1.1481 10.2927 9.68636 4.1112 3.11957 5.57516 1.15707 4.41809 4.1259 1.1417 2.57611 2.98421 0.991627 0.3027 0.72287 2.10649 30.5206 28.0671 0.925871 2.45346 1.91635
internal_count=2900 147 127 119 2753 1724 1654 71 1583 65 1518 1435 637 574 798 147 651 577 154 496 423 63 228 136 285 1029 926 60 103 73
is_linear=0
shrinkage=0.00196078


Tree=998
num_leaves=31
num_cat=0
split_feature=3 9 9 16 7 7 13 0 10 8 8 0 17 17 5 3 16 3 7 0 7 17 10 8 3 0 7 3 18 7
split_gain=0.0350789 0.124192 0.14511 0.096312 0.0623173 0.0961863 0.138049 0.118592 0.214359 0.10743 0.119433 0.189285 0.065294 0.0952809 0.0891141 0.0634522 0.138293 0.0870772 0.187166 0.216118 0.167961 0.135858 0.131628 0.140294 0.125551 0.130438 0.0996857 0.119537 0.0793512 0.13318
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 20.778835947700006 21.725272673150005 98.050756475600011 86.950112854950021 61.614083433650009 9.5425530862500008 8.8430989333000021 86.950112854950021 166.83257850275001 162.59969366065002 28.372909273050002 94.92945658615001 22.714946882600003 93.915907870950022 22.477322886550002 85.447264760050004 22.580174331950005 188.54236693505001 61.885617704800005 8.7431769115000026 93.58791597905001 85.807518149550006 22.296968840150004 93.733092718100025 13.075178189100003 22.660992635700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 12 6 -6 8 -8 10 15 -12 13 14 -1 16 17 20 -19 -20 21 26 -22 24 28 -26 -7 -28 -24 -30
right_child=1 2 3 -5 5 9 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 19 -21 22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.028479122646946194 -0.10537635296959809 0.07676141908241696 -0.10147308695030871 0.08060954525636084 0.048280689646173519 0.038771042658442945 -0.10374573637420959 -0.10340234417412469 0.032619601105085154 0.055545984516750552 -0.085775989774912131 0.0044359738714266047 0.03248439509461995 -0.084618817514521383 0.083479620891142983 -0.04910471638791275 0.040966890424555841 -0.087776750008299487 0.077643420185045969 -0.039721388389349632 -0.067354099365850767 0.06630379522966813 0.042442416639254618 0.04223752796471774 -0.0042433545997290949 -0.082210407733933261 -0.049336255034147021 0.024519442779453046 -0.073657571014602519 2.4895337125506556e-06
leaf_weight=0.17043039920463954 0.1404600501555241 0.15492077919770963 0.12362644154165991 0.037972626276314259 0.1744107790436854 0.75637327124424947 0.18944910052903197 0.2709405928835622 0.29442419024462652 0.35382482221757428 0.41186568266129953 0.53433823170416872 1.1536819784196266 0.13020051175408298 0.12197402317542583 0.2475388750754054 0.87077832053182547 0.34752216834840399 0.24469983532708284 0.43726180884004862 0.29448310022053448 0.64680197752022639 0.43167371116579545 0.75792613718658586 0.48474064833135244 0.38500429931809776 0.41951396359218052 0.45883102109655738 0.24840621247858763 20.671333493654402
leaf_count=48 20 8 117 2 43 39 27 40 34 23 55 29 149 43 9 20 35 25 26 50 13 47 16 35 26 41 32 13 11 1824
internal_value=0.00038787 -0.0271194 0.00760817 -0.0586872 0.00078682 -0.000233743 -0.0319038 -0.0504315 -0.020771 0.000780932 0.000104568 -0.0348317 0.0201663 -0.0134612 0.0182235 0.00129783 0.00175226 0.000467786 -0.0280468 0.00239117 0.00161649 0.0275097 -0.00092183 -7.04824e-05 -0.00151354 -0.0387565 0.0121601 -0.0107554 3.54727e-06 -0.000872168
internal_weight=31.9654 0.45698 0.31652 0.161599 31.5084 29.9321 0.929225 0.754814 0.483873 29.0029 28.6491 0.946204 1.57629 0.422605 0.292404 27.7029 27.4553 26.5846 1.02948 0.681962 25.5551 2.28152 23.2736 22.9791 22.2212 0.869745 1.63472 0.878345 21.3514 20.9197
internal_count=2900 147 127 119 2753 2504 144 101 61 2360 2337 84 249 100 57 2253 2233 2198 101 76 2097 131 1966 1953 1918 67 84 45 1851 1835
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=6 6 6 18 16 10 0 8 3 10 10 0 17 16 5 18 10 3 0 19 17 4 13 18 5 6 6 6 16 15
split_gain=0.104685 0.287739 0.132175 0.220541 0.295779 0.125403 0.359303 0.34762 0.258255 0.1897 0.186241 0.313604 0.183938 0.180504 0.351167 0.361324 0.350554 0.435448 0.435276 0.41138 0.347722 0.238977 0.171346 0.169212 0.16397 0.151004 0.181561 0.23899 0.189173 0.144781
threshold=13.665319288000001 13.775321858200002 12.380289263450001 17.327266398450003 18.844955932300003 71.090898343450007 96.055920542800024 7.943800736700001 82.234557294150008 70.865067860500019 70.284360904350009 95.429509798400019 191.06791329340004 19.214955067100004 19.915533535850003 14.582524213600001 66.697957758300021 89.227236891450005 92.031298721500022 13.751109481500002 172.11348093270001 254.49455531690003 113.92610173585001 14.752187928300001 19.500380888400006 15.185354803400001 16.135377000500004 16.335381673600001 22.604947139800004 39.283112803100003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -7 12 10 13 -12 -8 14 -3 20 17 -15 -18 -20 21 -16 -19 -10 -24 -26 29 28 -28 -27
right_child=1 5 3 -5 -6 6 8 -9 23 -11 11 -13 -14 16 15 -17 18 22 19 -21 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-1.5089064639350805e-05 0.0011366966643138086 0.0011277151086206982 -0.0012556721980691576 0.0013383797333334404 0.00089799858748309744 0.00051734724459841469 -0.0015413306991374379 -0.0020251727899918809 -2.3827349016027078e-05 0.0012995194801464494 -0.0020515588896281617 0.00071345192974268446 -5.0995673838817605e-05 0.0011276795495291504 -0.0020253366925667357 -0.0021949689284647277 -0.0021109615909613885 -0.00089468197218224447 -0.0013784103417005568 0.00046763851647513689 0.0013598317464917631 0.00046848350429166177 0.0010777505956040807 0.0012308923473449615 -0.0012321920328862287 0.00011117064184342237 -0.0016027776345211707 8.6937631819600881e-05 -0.0001356600735237889 0.0010964669311955843
leaf_weight=6.5857202985653185 0.99921678379177947 1.8083327596832632 1.3114774637215303 0.19826054591976561 0.30154094623867411 0.29290641541592677 0.4653706738026816 0.70283390922122635 0.82159001147374489 0.50942052451864483 0.39240680680904816 0.26367510517593473 1.0081234813260378 1.5911403391510308 0.29171154322398229 0.27387386142800085 0.5844808630063193 0.69275973457843321 0.72092060776776667 1.3028108773287383 0.59634852819817752 0.29932972118876933 0.63485730905086057 0.83140704449033365 0.33885613782331603 1.1401595603674679 0.59034936717944464 16.152253475960606 0.79017978125921218 1.1534079164266584
leaf_count=1152 34 39 155 14 13 19 24 87 18 14 56 7 40 44 168 12 32 16 34 28 63 48 13 30 12 24 17 622 34 31
internal_value=5.26459e-05 9.95155e-05 -0.000144102 -0.000613188 -0.000853061 6.92561e-05 -0.000251497 -0.00127727 7.51949e-05 0.000113144 9.27385e-05 -0.000940319 -0.000521685 0.000116141 0.000550065 -0.000164785 6.09194e-05 0.000137907 -0.000620462 -0.000189986 0.000303481 -0.000762355 6.46333e-05 0.000607258 9.65839e-05 6.56941e-05 8.78765e-05 2.00107e-05 -0.000763037 0.000606664
internal_weight=43.6457 35.2487 8.397 1.81128 1.61302 34.2495 4.12223 0.99574 3.12649 30.1273 29.6179 0.656082 1.47349 28.9618 3.2696 1.46126 25.6922 23.084 2.60821 2.02373 1.18739 0.591041 21.4928 1.653 20.8001 20.1652 19.8264 17.5328 1.38053 2.29357
internal_count=2900 1566 1334 182 168 1532 218 106 112 1314 1300 63 64 1237 330 291 907 813 94 62 279 216 769 48 753 740 728 673 51 55
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
atom_area_sasa_Hs_min=2790
atom_area_sasa_Cs=2583
atom_volumes_sasa_Cs=2420
atom_v_bur_3_5_Cs=2029
atom_p_int_times_area_Cs=2016
atom_p_int_Cs=2005
atom_v_bur_3_5_Hs_min=1952
atom_p_int_times_area_Hs_min=1948
atom_p_int_Hs_min=1927
atom_volumes_sasa_Hs_min=1868
atom_v_free_3_5_Hs_min=1842
atom_v_free_3_5_Cs=1447
atom_v_distal_3_5_Cs=1181
atom_areas_Hs_min=1153
atom_areas_Cs=1050
atom_v_molecular_3_5_Cs=753
atom_v_distal_3_5_Hs_min=740
atom_v_molecular_3_5_Hs_min=296

parameters:
[boosting: dart]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 10]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
