tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=23
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 lst_pka_pred_nshell3 lst_pka_pred_diff_nshell3 cm5_Cs cm5_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] [13.582188368100001:54.915453171400003] [0:29.2393367116] [-0.77633000000000008:0.79020000000000001] [-0.79553000000000007:0.70690000000000008]
tree_sizes=3336 3354 3365 3362 3342 3364 3357 3371 3367 3358 3361 3376 3357 3364 3373 3366 3399 3364 3375 3386 3393 3386 3373 3385 3396 3391 3385 3389 3397 3386 3390 3379 3392 3420 3404 3383 3380 3397 3399 3372 3393 3377 3398 3380 3380 3381 3386 3381 3383 3390 3375 3389 3382 3394 3401 3383 3377 3384 3419 3380 3377 3382 3386 3365 3384 3379 3388 3390 3402 3398 3403 3393 3376 3419 3378 3399 3377 3413 3390 3410 3399 3403 3389 3373 3413 3420 3396 3383 3397 3383 3387 3409 3389 3401 3397 3412 3409 3406 3398 3386 3427 3408 3418 3406 3416 3443 3424 3427 3401 3404 3407 3443 3402 3446 3427 3413 3455 3416 3431 3424 3422 3415 3430 3415 3437 3427 3394 3415 3439 3387 3454 3440 3424 3408 3424 3437 3453 3421 3434 3432 3434 3438 3433 3427 3455 3456 3461 3429 3404 3450 3447 3437 3467 3430 3444 3443 3431 3444 3461 3447 3435 3423 3449 3431 3455 3438 3442 3453 3434 3435 3453 3438 3447 3466 3469 3456 3433 3434 3444 3458 3447 3459 3448 3441 3450 3463 3443 3455 3491 3436 3456 3455 3459 3447 3448 3447 3453 3458 3455 3445 3448 3479 3481 3470 3463 3448 3455 3447 3479 3458 3457 3467 3483 3471 3472 3466 3445 3468 3459 3490 3491 3484 3448 3465 3468 3487 3501 3454 3458 3476 3486 3488 3477 3449 3481 3475 3479 3470 3480 3451 3444 3505 3438 3488 3461 3476 3498 3481 3435 3472 3464 3519 3508 3507 3475 3495 3491 3481 3499 3516 3488 3516 3477 3495 3507 3491 3481 3511 3514 3513 3531 3502 3511 3511 3503 3477 3500 3505 3520 3518 3537 3517 3491 3517 3492 3498 3503 3527 3515 3528 3510 3506 3500 3541 3536 3511 3514 3519 3525 3535 3492 3510 3514 3542 3553 3519 3535 3508 3516 3499 3553 3505 3528 3535 3493 3509 3535 3520 3489 3520 3530 3527 3537 3535 3519 3519 3535 3541 3533 3562 3543 3530 3537 3552 3512 3531 3569 3530 3529 3546 3513 3510 3544 3538 3549 3537 3534 3555 3549 3522 3555 3548 3532 3533 3543 3542 3533 3525 3520 3539 3576 3562 3534 3540 3546 3523 3540 3539 3543 3565 3561 3551 3549 3560 3548 3573 3561 3558 3536 3545 3553 3544 3570 3544 3535 3558 3553 3562 3566 3546 3561 3566 3597 3581 3561 3575 3557 3571 3531 3601 3560 3559 3570 3597 3565 3570 3566 3583 3572 3584 3576 3593 3595 3570 3568 3605 3564 3581 3559 3598 3587 3588 3618 3581 3584 3601 3603 3581 3570 3573 3585 3610 3593 3588 3598 3576 3614 3605 3602 3580 3626 3604 3629 3612 3575 3578 3597 3614 3608 3593 3590 3609 3606 3625 3602 3614 3611 3587 3610 3601 3626 3615 3608 3650 3624 3631 3604 3581 3624 3634 3600 3620 3628 3642 3620 3600 3603 3639 3626 3607 3606 3599 3613 3619 3632 3616 3633 3640 3614 3620 3634 3635 3615 3630 3619 3622 3637 3636 3619 3606 3629 3637 3608 3624 3635 3648 3642 3607 3626 3616 3621 3603 3638 3649 3647 3630 3628 3686 3620 3613 3647 3615 3630 3662 3631 3642 3622 3642 3624 3650 3672 3633 3656 3655 3648 3643 3637 3635 3657 3657 3633 3682 3667 3659 3637 3662 3665 3649 3671 3670 3657 3674 3653 3686 3666 3668 3665 3656 3677 3646 3641 3680 3656 3669 3649 3679 3670 3688 3665 3679 3655 3677 3659 3659 3666 3677 3707 3677 3685 3678 3671 3685 3695 3684 3688 3669 3683 3684 3697 3673 3684 3695 3703 3703 3700 3682 3699 3700 3682 3679 3698 3706 3700 3702 3683 3699 3708 3692 3700 3697 3705 3683 3684 3686 3687 3690 3679 3705 3698 3699 3707 3691 3701 3693 3704 3729 3698 3698 3690 3714 3692 3716 3715 3712 3712 3720 3697 3713 3682 3701 3710 3703 3692 3701 3701 3724 3711 3711 3718 3710 3707 3698 3717 3695 3585 3581 3450 3599 3711 3604 3469 3350 3344 3347 3474 3588 3137 3252 3130 3237 3135 3146 3019 2788 3251 3020 2900 2895 2903 2900 2687 2997 2665 2789 2657 2902 2693 2780 2680 2787 2688 2441 2791 2456 2574 2565 2796 2680 2458 2463 2569 2567 2688 2341 2438 2450 2561 2203 2342 2440 2331 2446 2576 2427 2233 2334 2344 2339 2213 2428 2106 2231 2228 2226 2218 2125 1986 1995 1981 2097 2221 1876 2210 2105 1977 2099 2112 2097 1867 2213 2221 1995 2105 2104 2116 1876 2108 1982 2113 1865 1978 2088 1983 1980 1977 1763 1866 1976 1980 1875 1873 1889 1868 1870 1982 1759 1875 1743 1870 1756 1859 1878 1637 1649 1761 1880 1862 1764 1875 1649 1659 1756 1652 1651 1637 1759 1532 1648 1747 1760 1757 1645 1780 1655 1524 1646 1762 1651 1528 1637 1525 1626 1641 1648 1539 1639 1532 1636 1637 1528 1761 1536 1527 1529 1629 1637 1643 1528 1418 1526 1523 1531 1407 1523 1529 1525 1522 1417 1408 1424 1525 1419 1530 1542 1531 1521 1415 1527 1419 1648 1416 1425 1530 1296 1538 1421 1414 1525 1180 1408 1534 1413 1298 1296 1301 1298 1532 1517 1420 1407 1431 1411 1299 1295 1305 1411 1534 1532 1529 1537 1405 1300 1413 1302 1414 1415 1303 1413 1412 1411 1296 1416 1302 1413 1293 1419 1303 1413 1295 1300 1302 1413 1307 1304 1414 1311 1312 1291 1305 1077 1421 1294 1301 1417 1417 1413 1191 1186 1297 1296 1068 1188 1304 1292 1421 1293 1304 1303 1305 1307 1174 1188 1299 1192 1188 1179 1178 1177 1299 1184 1174 1298 1296 1188 1178 1301 1185 1182 1173 1176 1191 1180 1185 1300 1297 1178 1177 1181 1182 1186 1303 1304 1073 1178 1177 1186 1299 1303 1181 1305 1185 1180 1297 1184 1196 1064 1189 1080 1186 1082 1069 1182 1066 1068 1287 1283 1186 1073 1071 1188 1196 1073 1174 1188 1072 1071 1063 1066 1185 1190 1294 1074 1073 1183 1180 1075 1183 1184 953 1077

Tree=0
num_leaves=31
num_cat=0
split_feature=16 5 5 10 20 21 10 9 0 0 16 6 17 16 18 17 17 20 0 2 23 13 20 21 22 17 16 13 6 17
split_gain=382.135 107.401 100.039 100.323 61.9891 44.0824 34.8374 33.5064 30.4576 43.5558 30.4218 29.9863 35.2366 27.1615 27.0038 24.0011 22.2783 19.9228 20.3459 23.1932 18.6891 25.7635 23.1981 18.4645 16.7719 15.6126 17.854 12.3059 11.9434 14.7262
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 38.238138001450004 18.904039828500004 83.715897724050009 226.28914430085004 93.972365491700018 96.249489528150022 15.794963064500001 15.675366252400002 193.52305340940003 11.934972090850001 17.166139419800004 182.72552322705002 197.05557773135004 41.941595803500007 86.20003303655001 158.68292856370002 -0.17732499999999998 108.61908538635001 47.833738492450003 2.1194692063500002 -0.033594999999999993 174.35320691475002 22.694946929300002 116.59305220125002 16.435384010100005 195.10209338440004
decision_type=2 2 2 2 2 2 2 2 2 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 11 -5 -1 10 16 17 -10 15 12 13 -4 -12 24 23 -2 19 -19 -15 22 -22 25 -6 -3 -27 -25 -20 -30
right_child=1 7 3 4 6 -7 -8 -9 9 -11 14 -13 -14 20 -16 -17 -18 18 28 -21 21 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=-0.16112546676369788 0.13191350053750991 0.10174064809127091 -0.15779840928332969 -0.13071166659514308 0.063973917241607156 0.039536507766569688 -0.1336009988113461 0.18221907183947428 -0.09075882021104302 0.14118089938260009 -0.1450567095071634 -0.19033882790285103 -0.200000001890906 0.089974679589229167 0.091510769891784818 0.13596670788987697 0.055067616837240874 0.043852248564655583 0.13326686407242122 -0.200000001890906 -0.16309633928881379 0.096537508269087982 0.11703850401681837 -0.00048257134532537208 -0.14505670950716343 -0.20000000189090605 0.071920621615610761 -0.14505670950716343 0.096537508269087982 -0.13121055851037233
leaf_weight=118.88281401991844 173.17789594829082 8.6153512895107287 13.688802495598791 20.843669563531876 14.224815249443056 12.058480501174925 8.7002701759338361 6.8013395369052878 18.508701577782631 14.392243951559065 10.514281928539278 29.897467270493507 16.62844106554985 15.93764705955982 8.9176865816116315 57.602702453732491 15.853932708501814 20.136614501476291 39.868509232997894 4.8373646736145011 15.65398189425469 8.7665189355611783 3.644284561276435 7.238581418991088 5.2571409642696372 5.5932029038667661 4.2489551454782486 31.542845785617828 8.7665189355611783 4.1989674419164649
leaf_count=726 394 23 83 119 45 42 50 11 96 31 62 194 110 45 25 128 52 69 90 32 96 24 9 29 31 37 13 186 24 24
internal_value=-2.08e-09 0.0723444 -0.0728575 -0.0331739 0.0268403 -0.142646 0.0580517 -0.0300791 0.101169 0.0107013 0.0753278 -0.105767 -0.071745 -0.0347778 -0.0364916 0.103516 -0.0498336 0.113029 0.0709961 -0.003381 0.00349292 -0.045619 -0.110196 -0.0788889 0.0075677 0.00343916 -0.0826092 -0.118072 0.106153 0.0227796
internal_weight=725 363.781 361.219 230.278 126.061 130.941 105.217 79.8942 283.887 32.9009 96.5166 104.217 74.3197 57.6912 19.432 77.0847 73.0929 250.986 77.808 24.974 44.0024 28.0648 19.2983 57.2389 19.482 18.4575 9.84216 38.7814 52.834 12.9655
internal_count=2900 1111 1789 1021 460 768 341 351 760 127 291 561 367 257 87 204 340 633 239 101 174 129 105 288 76 73 50 215 138 48
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=16 5 5 10 20 21 10 8 18 9 22 20 10 5 16 6 20 16 21 17 0 2 5 13 23 21 20 16 10 17
split_gain=311.139 87.3785 81.5972 81.8628 50.435 36.0659 28.3441 27.6632 26.778 25.8519 31.6963 25.0806 24.803 36.9555 24.7515 23.741 21.3234 20.814 30.8078 19.5812 17.5488 18.9568 17.1539 38.1261 14.9419 14.7847 13.6672 13.5065 13.4754 12.7606
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 38.238138001450004 18.904039828500004 83.715897724050009 9.5425530862500008 13.278511569200001 66.290220196950017 -0.24103499999999997 44.921040431000009 66.697957758300021 20.766972852450003 15.794963064500001 11.175261108200003 41.941595803500007 18.934955721800005 6.338788634150001 182.72552322705002 86.20003303655001 158.68292856370002 19.385335982600001 108.61908538635001 0.079095000000000013 12.151864830850002 41.21013581150001 11.934972090850001 61.917879202350001 176.76352991180002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 5 9 -5 -1 14 8 11 10 -4 -3 16 17 19 -16 -2 -14 -19 24 21 -18 23 -11 -6 -24 -10 -12 -28 -26
right_child=1 7 3 4 6 -7 -8 -9 26 22 27 -13 13 -15 15 -17 20 18 -20 -21 -22 -23 25 -25 29 -27 28 -29 -30 -31
leaf_value=-0.14599114481453332 0.13189116074937438 -0.16643908541329616 -0.18835907291849346 -0.11816236577379031 0.095341924987197985 0.035597274131686299 -0.12079817115836947 0.10083747664419634 0.093863135553056212 -0.14131400833543606 -0.070564258174579703 0.015863048456574325 0.12016325408669096 -0.20664234847493021 0.066982309057531539 -0.15566686982840131 0.039486704999756733 0.058769092245146398 -0.16697782089166383 0.12295748050059128 0.10028661640781578 -0.18187306443752263 -0.17908181425037109 0.10491358140169332 -0.19260899497667575 -0.018925664310237053 0.097956606889695819 0.12406530441432527 -0.10031742021361052 0.035468385724847236
leaf_weight=118.11454623937607 137.74650318920612 25.340248212218285 6.761076673865321 20.754890739917755 9.6261147558689135 12.053769707679747 8.6615623235702497 13.924362495541571 12.831179201602938 19.400482758879665 5.0396732091903713 10.74732621014118 31.614895939826965 5.5726194232702246 10.667137607932093 8.6910718232393247 20.126936972141269 26.862871319055557 7.8008088022470465 57.337297543883324 48.239498093724251 4.7893118858337393 44.205529600381851 9.3045078665018064 4.9687611013650876 6.6282901167869559 4.8107198178768185 12.18968130648136 11.923559218645094 4.8449781984090805
leaf_count=726 292 161 45 119 26 42 50 36 36 118 26 41 74 37 33 54 69 84 48 128 124 32 291 24 33 29 13 28 64 17
internal_value=-5.73576e-06 0.0653795 -0.0659519 -0.0300268 0.0242568 -0.129176 0.0524627 -0.027188 -0.0543409 -0.0958575 -0.00486921 -0.112147 0.0914315 0.040689 0.0680731 -0.0329784 0.108719 0.0614843 0.00796639 0.0935518 0.0650868 -0.00306228 -0.123301 -0.0615012 0.00682041 -0.158199 0.0162174 0.0671352 -0.0433182 -0.0800087
internal_weight=721.58 362.331 359.249 229.081 125.552 130.168 104.797 79.5774 65.653 103.529 23.9904 36.0876 282.753 71.8512 96.1354 19.3582 210.902 66.2786 34.6637 76.7772 73.1557 24.9162 79.5388 28.705 19.4399 50.8338 29.5655 17.2294 16.7343 9.81374
internal_count=2900 1111 1789 1021 460 768 341 351 315 561 99 202 760 243 291 87 517 206 132 204 225 101 462 142 76 320 113 54 77 50
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=16 5 5 10 20 21 0 21 16 16 22 0 0 5 9 22 16 19 5 13 20 0 2 21 5 6 10 22 15 15
split_gain=255.319 71.6136 67.3963 67.4928 41.3371 30.3271 25.0521 25.8105 23.9381 28.3278 25.3242 22.7885 33.2645 22.3072 21.4265 26.5394 18.2352 16.7905 14.382 31.3513 13.7993 13.6568 15.7334 12.5626 12.3466 16.1676 32.9345 11.6515 10.4402 10.3498
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 38.238138001450004 20.770927814650005 86.692020874450009 2.1194692063500002 13.534968349350001 15.689963310050002 -0.16297999999999999 93.972365491700018 96.249489528150022 13.809011005350003 66.290220196950017 -0.23955999999999997 22.694946929300002 13.551093343600002 19.385335982600001 108.61908538635001 41.941595803500007 86.20003303655001 158.68292856370002 12.151864830850002 7.7286379265000011 6.2951470851000009 84.906884675850009 -0.092864999999999989 29.049007317550004 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=2 11 5 14 -5 24 7 16 10 27 -6 20 28 -11 15 -4 17 -3 19 -16 -2 22 -22 -20 -1 26 -26 -10 -13 -27
right_child=1 6 3 4 8 -7 -8 -9 9 13 -12 12 -14 -15 18 -17 -18 -19 23 -21 21 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.15557555140610171 0.10935495879141061 0.11853691741746933 -0.1455883786018016 -0.10760103812166733 0.073411831651133144 0.064501721030116574 0.12004359281348401 -0.091149793935587461 0.046101950165421235 0.062723375454189684 -0.12867257809033314 0.014599084975374871 0.11960937775733738 -0.14921815655121642 -0.12931165658172009 0.074827281448249058 0.11864383219190577 -0.14529244225657142 -0.16494682745156874 0.094942530704935413 0.03558489129167984 0.087349948436936081 -0.16825817514173899 -0.017048042775380842 -0.12320915084395825 -0.17355649596243322 0.15361010025572663 0.14140676828679374 -0.14156333179748484 -0.020454458213598186
leaf_weight=75.783690482378006 170.45164760947227 3.6160455346107501 8.5318809747695941 20.524216592311859 11.305338814854624 8.4859285950660688 10.386652514338492 44.910101145505905 19.050359860062599 11.765819549560549 13.734825789928435 6.7712962627410915 14.188518732786177 8.5929180383682233 19.09602423012257 15.18547563254833 12.819519460201262 7.2458535879850388 43.240671277046204 9.2557479888200742 20.101690590381626 52.224469497799873 4.6652092933654776 6.6227744072675696 11.166037738323213 20.081539392471317 6.9874561727046958 39.272495463490486 11.641063541173933 5.6598456501960746
leaf_count=494 394 9 54 119 34 26 24 244 60 37 81 26 31 54 118 45 29 45 291 24 69 138 32 29 68 136 17 75 70 27
internal_value=-2.28246e-05 0.0594114 -0.0602419 -0.0274124 0.0220663 -0.118178 -0.0246887 -0.0466052 0.0477246 0.074826 -0.0374339 0.0831294 0.00453935 -0.0267319 -0.0877222 -0.00446318 0.0378704 -0.0574608 -0.112969 -0.0561014 0.0934837 0.0583463 -0.00281194 -0.145303 -0.131131 -0.0889276 -0.0166587 0.110277 -0.0841333 -0.139893
internal_weight=713.365 359.022 354.343 226.179 124.246 128.164 78.9782 68.5915 103.722 78.6816 25.0402 280.044 32.6009 20.3587 101.933 23.7174 23.6814 10.8619 78.2152 28.3518 247.443 76.9914 24.7669 49.8634 119.679 43.8949 18.1535 58.3229 18.4124 25.7414
internal_count=2900 1111 1789 1021 460 768 351 327 341 226 115 760 127 91 561 99 83 54 462 142 633 239 101 320 742 248 85 135 96 163
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=16 5 5 10 20 21 9 10 10 5 9 0 22 19 18 0 23 9 6 20 17 22 23 17 6 13 23 20 21 23
split_gain=210.78 58.9724 56.404 56.0994 34.0351 25.7777 21.5297 21.2509 19.0665 29.6337 18.7891 18.649 18.0173 17.6426 18.6502 16.8412 16.7936 15.5907 15.5657 15.3147 15.126 13.7809 14.2673 13.5541 12.468 12.3305 13.1946 17.2376 11.8672 11.5895
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 38.238138001450004 18.904039828500004 226.28914430085004 83.715897724050009 66.697957758300021 20.766972852450003 58.059373288650008 92.031298721500022 -0.060760000000000002 12.851036860900001 17.552559642400002 87.181320254150009 -0.16319499999999998 202.64563922830004 14.815346158200002 42.178283198950005 197.05557773135004 -0.067574999999999996 0.07933500000000003 182.72552322705002 3.3750788582000006 116.59305220125002 0.092290000000000025 41.621607100200002 7.4475783437000009 -0.13743499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 29 20 13 15 11 16 -10 18 23 -15 17 -4 19 -13 -2 25 22 -21 28 -7 -3 -27 -28 -6 -1
right_child=1 6 3 4 7 24 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.06441129819046286 0.10421967939332158 0.031549180820248067 0.10880905388409878 -0.098501054180121672 0.04900555285855511 0.11484482622233799 0.15087095091802064 -0.10784572646387945 -0.12191906118863183 -0.19153844416223884 -0.099582583178652415 -0.067444542103524616 0.11227659153179244 -0.11198356703822042 0.10476456189639392 0.1224205131038936 -0.10092845034436482 -0.048627807259757981 0.095477353915381105 -0.19915101016453662 0.048280883828175629 -0.11101639753250525 0.074837363207334737 0.10206769869238899 -0.092535400178009389 -0.12759154560786742 0.071043479698063669 -0.13650241296003865 -0.13573938081500822 -0.14108696890448494
leaf_weight=25.424339905381203 68.072303116321564 11.112441822886465 8.9977055639028531 20.19527068734169 14.565202817320825 7.1075152009725553 6.5642766654491416 8.5023391097784025 5.7556158751249304 5.5121346414089194 84.070427089929581 14.14060513675213 35.179490134119987 11.051944836974146 6.1951105147600165 94.27714715898037 6.6310905069112769 10.897151842713354 10.019240871071814 2.0649992078542736 15.727629393339155 6.3823171257972708 23.864399909973145 57.516399830579758 4.8961959779262543 28.27944453060627 9.6487662792205828 6.8375632315874091 4.5672747343778601 87.749758645892143
leaf_count=142 156 40 23 119 49 17 11 50 31 37 500 69 80 64 15 194 38 48 26 14 52 36 69 136 25 174 31 43 27 584
internal_value=-5.09379e-05 0.0542187 -0.0553928 -0.0251587 0.0201444 -0.109083 -0.0224611 0.043544 0.0759234 0.0310908 -0.0808651 0.0499427 0.0666124 0.0572525 -0.034128 0.0913229 0.0198202 0.0649771 0.000120198 0.0773095 -0.0383509 0.0206167 0.0530171 0.0778144 0.0302565 -0.0627345 -0.086139 -0.0150344 0.00490353 -0.123862
internal_weight=701.806 354.336 347.471 222.293 122.594 125.178 78.1701 102.398 276.165 70.6071 99.6992 65.095 59.3393 93.8959 17.2471 205.558 15.6288 111.281 24.1598 100.384 71.6058 32.3117 25.9294 76.6489 12.0037 55.8782 44.7658 16.4863 19.1325 113.174
internal_count=2900 1111 1789 1021 460 768 351 341 760 243 561 206 175 291 79 517 61 323 95 275 340 119 83 212 42 288 248 74 76 726
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=16 5 5 10 20 21 16 22 22 9 0 21 6 17 13 23 21 0 0 16 13 16 2 8 20 6 19 5 0 18
split_gain=174.363 48.7941 48.177 45.0829 29.9586 28.2782 24.8149 24.4721 24.2349 23.7116 18.0773 20.1539 17.041 24.4395 19.9221 19.8114 19.8605 16.9302 26.1326 13.6623 14.2191 13.1131 11.2137 10.4826 10.7127 10.6692 15.6808 14.6955 10.8402 9.97708
threshold=18.594956516900002 23.803605515150004 10.293758831600002 74.986474174450009 38.238138001450004 18.904039828500004 13.534968349350001 -0.094344999999999998 -0.13324 207.97320095065001 86.692020874450009 2.1194692063500002 15.675366252400002 191.89151741935004 108.61908538635001 -0.17732499999999998 13.915737982950001 93.972365491700018 96.249489528150022 22.694946929300002 117.57971633515002 12.149971588050002 250.56088660660001 8.8430989333000021 40.621691032550004 16.435384010100005 14.351157895250003 22.782602051550004 91.144107538500023 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 17 5 12 22 -1 8 9 -6 -8 11 19 13 14 15 16 21 23 -19 20 -3 -4 -5 24 -2 28 27 -27 -26 -28
right_child=1 10 3 4 6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.12566521282209542 0.10805307530317253 0.067846555565600195 -0.16631373558864715 -0.11922144862674203 0.045225875035246735 0.04252947117929648 0.041675121024244866 0.099616809976138504 -0.13567514819411211 -0.16931292207759524 0.1038815687549179 -0.079116964163964507 -0.14413146080126257 -0.14833261884802132 0.1132891727554719 -0.10723687937102017 0.15004917065658263 -0.077550619064521098 0.10514619081295805 0.1068026549755292 -0.16407827429964847 0.038027916157888218 0.071185957056902324 0.0017830655622496873 0.1022049873355857 -0.15753648640662868 0.10106149749136394 0.067247772954268661 -0.020034052478220772 -0.0089938964086225363
leaf_weight=93.028014332056046 103.0240752696991 5.3151721656322497 5.5697400569915789 20.177731379866604 14.85693170130253 11.199401363730429 19.063626021146778 55.443951219320297 14.765686750411986 7.3919141739606848 10.14720083773136 43.921346992254257 27.253272414207458 19.269610092043877 9.6200403869152051 23.982777446508408 7.9737270176410666 18.166442304849628 13.759006336331366 12.546534165740011 5.2591139227151871 7.200250968337059 3.6529556810855857 16.49464462697506 64.043611019849777 7.4827563017606717 22.65252223610878 4.7575329393148422 8.1814680397510511 12.944155752658842
leaf_count=630 227 17 39 130 52 37 63 140 95 47 24 244 194 133 23 150 16 96 31 29 37 26 14 61 149 44 54 14 33 51
internal_value=-5.43845e-05 0.0496477 -0.0509603 -0.0259727 0.0117403 -0.107592 0.0334881 0.0618573 -0.044946 -0.0172768 -0.0205093 -0.0393366 -0.0765784 -0.0515697 -0.0172606 -0.04534 0.0262218 0.0695934 0.00118677 0.036232 -0.0475011 -0.0510974 -0.0900343 0.078709 0.0843967 0.0640975 0.0274684 -0.0701678 0.0883581 0.0610416
internal_weight=689.145 348.696 340.45 236.222 135.353 104.227 111.522 81.8995 29.6226 26.4555 77.1894 67.0422 100.869 73.6161 54.3465 44.7265 20.7437 271.506 31.9254 23.1208 10.5743 12.77 23.8307 239.581 223.086 120.062 47.837 12.2403 72.2251 35.5967
internal_count=2900 1111 1789 1122 541 667 397 250 147 110 351 327 581 387 254 231 81 760 127 83 54 65 144 633 572 345 163 58 182 105
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=16 10 5 20 3 22 22 20 22 9 22 10 16 15 20 13 21 23 16 17 18 9 23 0 10 18 18 3 10 9
split_gain=144.906 42.5027 40.3866 33.3418 32.1876 18.9833 18.109 17.1593 16.2892 16.2374 15.6199 14.829 27.1858 15.0749 13.8581 13.7722 24.8372 31.5774 21.2582 21.6304 20.7207 18.0778 13.045 12.8769 13.2167 11.559 15.4885 14.5188 11.2534 10.4058
threshold=18.594956516900002 90.988176966900014 23.803605515150004 38.238138001450004 84.146051024900018 -0.15352999999999997 0.68694500000000025 41.395309858300003 -0.23771499999999998 226.28914430085004 -0.58180999999999994 66.697957758300021 19.974953289850003 30.046989284200006 41.941595803500007 95.870416931800023 18.904039828500004 -0.115385 15.794963064500001 168.75790693355003 17.552559642400002 188.14427954665004 0.087725000000000011 96.249489528150022 70.343506983200015 13.278511569200001 12.217612716800001 108.48197402175002 62.197478847950002 208.21354399485003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 6 8 15 -7 10 25 -6 14 13 -13 -2 16 17 -5 19 -17 21 22 -20 24 -15 26 27 -4 -16 -27
right_child=2 -3 9 4 5 7 -8 -9 -10 -11 -12 12 -14 23 28 18 -18 -19 20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.10566389017856265 0.097343964771254454 -0.13881292805343207 0.047615715197007621 0.056231029088987673 0.10391005516171768 -0.0010102327975705383 0.13768652875773912 -0.1555785887959876 0.062088999336586972 0.13632188412256918 -0.12435020992781554 0.090845629652024737 -0.1488168685265174 0.0046025819743937633 0.0067886025654180608 -0.16940872190205766 0.11329098115893779 -0.12769770871341499 -0.067771684075736735 0.071243293162815705 0.1046196207037111 -0.13549061378372557 0.16583246598350929 0.10783867932760101 -0.17178722346447745 0.039604941535962064 -0.1340572973538687 -0.12292047600236951 0.087628830652761017 -0.13527964791507693
leaf_weight=52.021193638443947 127.88835448026657 43.911867395043373 14.664708182215692 13.350626468658445 3.7491299510002127 9.4085358232259733 10.03189931809902 30.352386072278023 14.686991304159163 6.199932485818862 14.961360186338426 34.04517662525177 8.0505503416061384 13.539036154747015 39.52668921649456 3.9867317080497733 8.6028237640857679 31.026832818984985 5.6112002879381198 59.13910274207592 7.8276655972003928 19.076919689774513 4.1646865606307983 6.9154567271471015 6.1900551915168753 25.00342191755772 18.62682694196701 7.5689144879579535 30.512598544359207 3.9381616860628119
leaf_count=347 292 319 50 52 11 44 23 224 50 11 101 86 47 52 150 28 20 216 33 163 20 128 10 15 43 91 126 50 75 23
internal_value=-7.66399e-05 -0.0471694 0.0455374 -0.0331963 -0.0172207 -0.0723179 0.00753578 -0.119003 -0.0167371 -0.0187689 -0.0786124 0.0638651 0.0238506 0.0467551 0.0777621 -0.00100986 -0.0422179 -0.0723641 0.0208646 0.0560448 -0.0396793 -0.0788271 0.0317475 -0.00958185 -0.0507402 -0.0325443 -0.0667924 -0.0104393 0.0420066 0.0158079
internal_weight=674.58 331.91 342.67 287.998 235.977 73.1584 162.818 39.7609 33.3975 76.002 18.7105 266.668 68.7403 60.6897 197.928 152.787 52.9803 44.3775 99.8063 63.1258 36.6805 28.8528 9.77589 26.6445 19.7291 69.802 40.8604 22.2336 70.0393 28.9416
internal_count=2900 1789 1111 1470 1123 430 693 268 162 351 112 760 243 196 517 670 288 268 382 191 191 171 43 110 95 340 226 100 225 114
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=16 5 5 6 16 19 22 8 2 21 6 15 8 19 20 20 10 5 16 21 0 9 16 3 20 23 23 10 7 20
split_gain=120.738 38.2649 33.5452 32.2374 21.7161 30.1524 27.6992 26.326 29.1363 20.1876 16.7511 22.9543 14.6926 14.2794 14.1436 13.3077 12.4628 22.7019 14.203 20.1148 13.2009 12.3178 18.2044 12.8239 12.1764 11.2172 10.8365 10.41 10.0094 13.1924
threshold=18.594956516900002 7.7286379265000011 23.803605515150004 15.675366252400002 12.644970430600003 11.850956171350001 0.13860000000000003 2.7478556007500008 223.36808516470003 20.770927814650005 13.665319288000001 31.385732506450001 8.0437227585500022 13.051052998800001 41.621607100200002 39.893178577750007 66.697957758300021 20.766972852450003 18.934955721800005 6.338788634150001 87.181320254150009 193.75542554275003 17.654958715000003 83.960547413900017 39.56957118270001 0.092290000000000025 0.11906000000000001 61.987779113750001 23.724432465350002 44.921040431000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 16 4 7 -6 10 8 -3 -1 21 13 -9 15 25 -12 20 18 -18 -20 24 23 -23 -7 -2 -4 -26 28 29 -16
right_child=2 3 14 -5 5 6 -8 12 -10 -11 11 -13 -14 -15 27 -17 17 -19 19 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.12454282180495818 0.11264693475724 -0.15379896309987628 -0.020172220013571843 -0.13200329420133128 0.099455824255571618 0.02626284248306486 0.096110370287286639 -0.13750429720594501 0.10601631094443176 0.054588204069848892 -0.039263867743180941 -0.14992561280709579 0.011672438640012982 -0.092020619672302295 -0.1285933228905268 0.090323286372519462 0.089364089409971884 -0.17661660309232474 0.035906730444322958 -0.15052307140793181 0.10041972866729371 -0.15745811812319932 0.01930422849204964 -0.12729209315888063 0.041297930879492212 0.09312755195100654 -0.087204012093932234 -0.14138908800073605 0.09202157226697269 0.02494924413193841
leaf_weight=66.055152252316475 22.835238203406334 6.1267635226249721 20.423392176628113 25.381305605173111 28.594393104314804 18.073950305581096 19.576974458992481 33.881547279655933 14.605901017785071 6.9536357074975959 10.800415888428686 8.0962742492556554 8.2002460062503797 7.7875833362340918 11.923613712191587 29.761934757232666 29.335516780614853 5.313423514366149 25.623995259404182 7.4759275168180457 87.439441606402397 23.346372783184055 7.7639188468456259 7.7796989455819121 76.166117504239082 15.272855773568152 7.1812466830015174 10.968372009694574 5.6826130747795096 10.544420644640921
leaf_count=494 47 46 97 197 78 76 56 248 41 21 55 62 36 50 80 80 74 37 84 48 194 161 34 54 240 42 36 75 16 41
internal_value=-0.000113613 -0.0437975 0.041829 -0.0251828 -0.0131004 0.00629578 -0.0137351 -0.0629945 0.0292376 -0.107482 -0.0326968 0.00591134 -0.108435 0.0320065 -0.0172126 0.0558185 0.0587292 0.0218141 0.038701 -0.00620019 0.0716459 -0.070954 -0.113345 -0.0199438 0.0479513 0.0283038 0.0302261 -0.0587465 -0.0265464 -0.0565346
internal_weight=658.972 322.786 336.186 249.777 224.396 161.582 132.987 62.8145 20.7327 73.0088 113.41 56.4462 42.0818 48.3499 74.8153 40.5624 261.371 67.7489 62.4354 33.0999 193.622 56.9639 31.1103 25.8536 106.183 35.6962 83.3474 39.119 28.1506 22.468
internal_count=2900 1789 1111 1274 1077 706 628 371 87 515 572 247 284 185 351 135 760 243 206 132 517 325 195 130 323 139 276 212 137 121
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=16 10 5 6 20 15 6 10 23 20 0 21 16 2 7 13 21 16 7 19 22 21 23 14 7 0 0 16 13 8
split_gain=100.704 33.623 28.0032 25.1581 22.7048 20.6609 21.0943 21.3937 15.1167 17.6177 14.1544 18.9809 13.7315 12.8821 12.5888 16.5183 20.447 18.6806 21.9121 15.5719 15.3639 12.1782 14.6708 12.0802 12.5047 11.8307 19.0566 9.82141 11.9077 9.68281
threshold=18.594956516900002 90.988176966900014 23.721757872050002 15.675366252400002 37.572218886150004 30.046989284200006 13.665319288000001 78.285212300550015 -0.21013499999999999 45.90502654165001 86.420486603250012 2.1194692063500002 14.524966034300002 313.37633693555006 22.806258769100005 98.238948544700023 20.770927814650005 9.6249774926000011 24.101221167900004 12.150980378200002 -0.081844999999999987 5.1659621353500009 0.087725000000000011 193.50822769395003 24.052187734100006 93.972365491700018 96.249489528150022 22.694946929300002 117.57971633515002 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 3 25 4 13 6 7 8 9 -6 11 27 -8 -1 -9 16 17 -16 -19 -17 -21 22 -10 24 -14 29 -27 28 -4 -2
right_child=2 -3 10 -5 5 -7 12 14 21 -11 -12 -13 23 -15 15 19 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.11575522956086377 0.06808137613385766 -0.12655313017478315 0.072628073894978024 -0.1260324192625572 0.078799121269748612 -0.13046568243982179 -0.074358690768472374 0.13507485484322124 -0.1545511057434748 -0.15391515495238534 0.078612176910133169 -0.075996451630659434 0.068441552501432801 0.095958552486334919 0.054899942098660573 0.1167891419085221 0.14348081378355909 0.085787991464451901 -0.12355320297788182 -0.14288315595826317 0.070336541646821446 -0.14244132063873022 0.068206944045689194 0.10211927216931488 -0.13628376662122482 -0.071830105913425021 0.088230918923266288 0.096794370733611038 -0.14857242193326556 -0.012962404770982722
leaf_weight=30.199479579925537 207.5848873257637 39.843028590083122 4.9235725849866885 23.997038468718529 11.423219814896582 12.753897458314894 7.3249250873923293 7.3946343660354605 4.9492529779672605 4.5484591871500006 13.349411889910696 40.129319965839386 7.5888824760913831 3.1762955635786048 11.697617046535013 18.23804642260075 5.7872071713209143 5.9542578160762778 31.200225703418255 6.0776838436722773 7.6120788604021037 25.778023570775986 7.343175895512104 35.810762889683247 4.9163602069020271 17.577318832278255 12.895307689905165 12.697399392724035 4.8122797831892967 15.869182601571081
leaf_count=226 565 319 15 197 36 95 43 17 38 34 37 239 24 11 48 41 10 21 231 40 23 187 27 88 33 96 31 30 37 61
internal_value=-0.000152134 -0.0407233 0.0384235 -0.0282322 -0.0188361 -0.00699548 0.000737232 -0.0189964 -0.0691285 0.0125261 -0.0148673 -0.0348137 0.0532283 -0.0956069 0.0098371 -0.00086081 -0.0342525 -0.0553075 -0.0900049 0.0562837 -0.0243241 -0.103385 -0.0214813 0.0725711 -0.012045 0.0543548 -0.004096 0.0388555 -0.0367079 0.0623258
internal_weight=643.453 313.615 329.839 273.772 249.774 216.399 203.645 148.004 54.0421 15.9717 75.912 62.5626 55.6409 33.3758 93.9618 86.5671 54.6393 48.8521 37.1545 31.9278 13.6898 38.0705 12.2924 48.316 12.5052 253.927 30.4726 22.4333 9.73585 223.454
internal_count=2900 1789 1111 1470 1273 1036 941 753 322 70 358 321 188 237 431 414 310 300 252 104 63 252 65 145 57 753 127 82 52 626
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=16 5 6 5 16 15 20 21 22 21 6 22 14 18 9 20 18 2 8 10 0 17 23 20 4 20 23 20 22 13
split_gain=84.2237 30.4415 24.7815 23.167 15.8796 19.8797 22.1483 15.6009 23.523 13.0059 16.6305 14.6604 12.8683 12.8122 12.3758 12.232 10.9288 10.8157 15.8536 10.0903 23.3776 9.74949 9.56275 9.12991 8.75405 15.6264 13.8391 13.2927 8.73719 8.67866
threshold=18.594956516900002 7.7286379265000011 15.675366252400002 23.721757872050002 11.934972090850001 28.452330424200003 37.186372654950006 17.650944895250003 -0.156745 3.2821610579500002 13.665319288000001 -0.093604999999999994 193.50822769395003 14.117867417450002 226.28914430085004 43.968221017800005 16.873483924050003 309.73785348360008 8.0437227585500022 70.182199495350019 95.590817286200021 197.05557773135004 -0.15959999999999999 41.941595803500007 376.98468903265001 48.315732392000008 0.092290000000000025 41.621607100200002 -0.11420499999999999 99.19872809730002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 19 17 6 -6 -1 -9 15 11 22 -12 -7 21 -8 29 18 -3 23 -21 24 -11 -2 25 26 -5 -28 -25 -13
right_child=3 2 -4 14 5 13 9 8 -10 10 12 16 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-0.11973619011013681 0.070571338473392642 -0.1196479512652215 -0.12082247341153783 -0.10329588339557577 -0.10418187916948259 0.053085337549416571 0.044514000773011347 0.12300360336799238 -0.17110145023426004 0.020960616237638383 -0.068064479311104098 0.023810796376382108 0.092935793705189451 -0.13550288624457985 0.12670261540821798 0.1696978677304487 0.088454213302921303 0.034943850226391703 0.050524415130691891 -0.11064129477720422 0.083223031713476406 0.042644685966336783 -0.13398544230726803 0.087183205437751751 -0.17115748056398361 0.11391349082582883 0.077921652861688118 -0.11089104325923388 0.0073501807495098747 -0.10659666897161564
leaf_weight=55.268378540873528 151.6288932710886 29.339453555643559 22.600940428674221 24.489063270390034 13.924097925424574 4.7278254628181484 39.359461188316345 6.9885966777801514 4.4518397077918035 5.347395911812785 6.1464775949716595 12.109857656061651 25.813975811004639 15.133776798844336 5.7918758243322364 9.7363797649741155 12.033090196549891 8.9453603699803335 6.7304072752594939 12.040100254118444 12.868194214999674 16.073460385203362 15.611921325325964 18.328587651252747 5.0770847275853148 6.2818372994661322 11.13246561586857 5.6064169704914084 54.391892045736313 8.8202281370758993
leaf_count=466 402 232 197 168 102 20 149 16 33 20 34 49 67 118 11 19 33 37 27 74 33 54 111 46 36 16 33 40 198 59
internal_value=-0.000193827 -0.0380769 -0.0212411 0.0352761 -0.0107133 0.00336253 0.0158974 -0.097734 0.00855792 0.0282845 0.00481488 -0.0290634 0.061973 -0.0906116 -0.0136727 0.0693397 0.0125144 -0.0634845 -0.0878949 0.0498969 -0.0104866 -0.0255141 -0.0944537 0.056601 -0.0463472 -0.0330095 -0.0553959 0.0146819 0.0274714 -0.0311447
internal_weight=626.799 303.089 236.381 323.71 213.78 168.764 148.903 66.7088 11.4404 134.979 85.8829 53.9225 31.9605 19.8616 74.4522 49.0958 32.9632 45.0152 36.0699 249.258 24.9083 68.6603 20.9593 224.349 52.5869 47.5098 41.2279 16.7389 72.7205 20.9301
internal_count=2900 1789 1274 1111 1077 781 643 515 49 541 373 272 101 138 358 168 141 296 259 753 107 347 131 646 293 257 241 73 244 108
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=16 10 22 5 20 21 18 17 17 20 22 18 16 16 5 20 10 10 16 2 0 9 20 22 15 21 15 10 6 22
split_gain=70.4123 27.1176 19.7071 19.1958 17.9716 15.7931 19.2278 11.0204 11.3928 10.9987 10.5449 11.3505 10.22 24.4436 9.88799 9.86173 9.4222 9.11507 21.6661 12.1092 12.0269 11.4317 9.49851 8.79388 8.80838 15.3844 8.62886 12.7722 16.438 12.07
threshold=18.594956516900002 90.988176966900014 0.68694500000000025 23.721757872050002 38.828362408050005 3.2821610579500002 15.453654363050001 201.78545703200004 180.19381692845005 41.621607100200002 -0.092864999999999989 17.166139419800004 9.744977212000002 13.804967718000002 11.976288766350002 43.968221017800005 61.987779113750001 66.697957758300021 19.974953289850003 170.32456123625002 87.181320254150009 202.64563922830004 39.646013290900008 -0.092289999999999997 19.215947067900004 17.123843457500005 46.574831689400007 59.74022811670001 22.460524786550003 -0.10965999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -1 15 14 8 -8 26 -9 -12 -10 -14 -7 -6 -11 20 19 -19 21 22 -2 24 25 -16 27 28 -5 -28
right_child=3 -3 -4 9 5 6 7 10 12 16 11 -13 13 -15 23 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0831582646009566 0.10856498825476427 -0.11723432754807739 0.10070094726510388 -0.15958645424910767 0.008698872617422658 -0.1429541220490167 -0.10384280053095825 -0.11752632137857835 0.16203066562987178 -0.01913345846742669 -0.0895874076429026 0.068837712289496963 -0.16309355151799243 0.073305748331400758 -0.147431386243949 0.11675730022511162 -0.13098355046168647 0.055133059762523987 -0.1427050062248903 -0.071907820336229125 0.086067542256179436 -0.064328037678165376 0.028773290681156367 -0.10076716578869996 0.015758095038042725 0.10653536778320141 0.057219422155185586 0.10565033379682361 0.10381211862911975 -0.17937223951138204
leaf_weight=51.043777205049992 18.962282687425613 35.680961802601814 12.038746014237402 5.1422668248415011 39.012832216918468 14.573106318712233 5.0468841269612303 11.538497909903528 7.3284621313214293 26.714984074234962 7.653214372694495 11.054754085838793 5.3562354296445873 23.850189581513405 9.9561229273676854 10.77925895154476 10.488334454596041 47.572263471782207 7.7999199032783499 8.9078069850802404 80.705135457217693 10.545964017510412 69.967660471796989 22.076007843017578 23.507292300462723 3.1366624683141699 4.3517400249838829 17.480806484818459 4.3937239497900009 4.2741506025195104
leaf_count=384 40 319 38 41 184 123 35 87 15 137 51 36 43 75 83 29 78 149 46 47 194 48 229 164 115 8 17 45 10 30
internal_value=-0.000233617 -0.0355245 -0.0242221 0.0324242 -0.0303377 -0.016502 -0.0331799 0.00358378 0.0369908 -0.0126331 -0.042343 0.00402782 0.0564453 0.0299519 -0.0692304 0.0320919 -0.0506662 0.0458507 0.0135217 0.0350967 0.0573841 0.0341132 0.0457871 -0.05092 -0.0208538 -0.0865881 0.0270653 0.0548673 -0.0382251 -0.0600123
internal_weight=610.94 293.633 257.952 317.307 245.913 194.87 145.077 71.8282 41.5818 72.846 30.2465 18.708 36.5349 29.2064 73.2492 49.7921 37.2033 244.461 64.28 56.4801 180.181 99.4759 88.9299 58.6761 36.6001 13.0928 35.6427 27.0168 9.53599 8.62589
internal_count=2900 1789 1470 1111 1432 1048 835 342 168 358 174 87 133 118 493 213 215 753 242 196 511 317 269 370 206 91 143 96 51 47
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=5 3 13 15 3 23 20 20 9 6 20 3 5 0 2 21 7 10 20 21 20 23 22 22 20 2 6 19 15 9
split_gain=59.6285 28.0614 22.5241 22.4265 16.4643 16.3659 14.9058 14.4796 25.7748 13.9583 19.8753 13.3937 14.868 14.5035 13.9645 12.5641 12.1569 14.0544 10.7216 10.6711 9.79505 9.48144 8.43725 14.5122 8.16585 12.5998 11.2896 7.83735 16.1626 7.48137
threshold=11.848158554650002 94.92945658615001 109.41218053485001 46.574831689400007 84.146051024900018 -0.21013499999999999 41.621607100200002 44.710446918150005 38.136666659400014 20.305474434200004 48.315732392000008 81.430708313150021 13.999568943650003 103.44649194340002 201.25557642380002 20.770927814650005 23.539316666200005 61.982402197500001 44.710446918150005 11.848943982500002 43.411469133450005 0.10211000000000002 -0.072569999999999982 -0.085734999999999992 43.19689381845 184.06044473220001 16.355382140900002 12.050972309250001 24.200063469100005 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=7 2 4 6 11 18 22 -1 15 10 21 12 13 27 -14 -9 -5 -18 -6 -16 -15 -3 23 -4 25 -8 -27 -2 -29 -13
right_child=1 9 3 16 5 -7 24 8 -10 -11 -12 29 14 20 19 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.1052621873296391 0.099861214538149112 -0.11260019920574971 0.061592739633177601 -0.1404401407028304 0.097396597194849666 -0.092528771450822445 0.031060733172371471 -0.10654114994230801 0.092614421057638646 0.070839679178734141 0.052337808399451874 0.081349393698813388 -0.10992596038302985 -0.147104336293609 0.050709385709354862 0.055394388898813318 0.10533380374015772 -0.12307199961228935 -0.093431607148061313 -0.13258124964042925 0.076441021867416872 0.022829612442263711 0.09063531340250891 -0.083519731777135425 0.065079292598470714 0.00097431322830279332 -0.14945249765985449 -0.11002777231571131 0.12051700590152142 0.003460595697327143
leaf_weight=55.008097052574158 20.266998834908009 39.449610784649849 49.061090208590031 9.486561946570875 9.3728783875703794 33.269282929599285 38.941102147102356 25.830820821225647 12.589237824082373 8.7080831080675107 11.497016124427317 33.94583435356617 21.461416862905025 6.5113110318779928 14.041505374014379 5.8823141306638709 6.6932612210512143 4.5087362974882126 4.292663760483264 4.1049127951264373 2.804243266582489 5.9490282610058776 87.44790992885828 8.017976872622965 25.991962604224682 11.156099997460844 9.0254430249333364 6.4637827202677709 5.7424142509698868 19.367977350950241
leaf_count=482 56 330 139 80 28 229 130 225 52 25 39 106 152 53 51 18 17 27 32 28 9 25 213 39 75 41 58 41 12 88
internal_value=-0.000246892 0.0138735 0.0231281 0.0425795 -0.00367832 -0.0546833 0.0515633 -0.0709948 -0.0284466 -0.0470646 -0.0651103 0.0140925 -0.0114267 0.030182 -0.0553266 -0.0765045 -0.0571411 0.0134018 0.037453 0.00924709 -0.0798109 -0.0948535 0.0711149 0.0412086 0.0183643 -0.00217288 -0.0662985 0.0617355 -0.00156781 0.0530538
internal_weight=596.89 497.579 431.975 250.33 181.645 46.9348 229.642 99.3105 44.3024 65.6037 56.8957 134.71 81.3966 41.7888 39.6078 31.7131 20.6886 11.202 13.6655 18.1464 9.31555 45.3986 144.527 57.0791 85.1146 59.1226 20.1815 32.4732 12.2062 53.3138
internal_count=2900 2123 1704 819 885 289 695 777 295 419 394 596 402 171 231 243 124 44 60 79 62 355 391 178 304 229 99 109 53 194
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=5 17 23 20 9 13 22 8 20 0 7 19 6 8 6 13 13 21 21 16 22 8 21 9 16 0 3 5 17 17
split_gain=50.4961 24.4529 14.1395 12.8212 21.3943 12.5534 11.3386 23.7165 16.4854 13.3941 11.5026 11.9091 13.0397 15.394 14.5675 22.3754 23.5409 10.8578 10.8196 10.6942 11.3851 9.1519 8.99377 8.78644 8.42736 13.2859 8.25896 7.56986 9.15598 7.50024
threshold=11.848158554650002 166.83257850275001 -0.27223499999999995 44.710446918150005 38.136666659400014 95.870416931800023 -0.065399999999999986 8.9430209551500024 41.495754733000005 86.345209775600011 22.708075280250004 11.850956171350001 13.665319288000001 7.6440346712000009 13.825323026450002 109.72404167800001 117.38883580790001 2.0547139412000006 20.770927814650005 22.624947093000003 -0.088514999999999996 3.0476216663000004 15.294585115650001 228.32597408415003 20.394952307700002 92.313586825200005 93.883646373400012 10.293758831600002 242.64190980425005 218.56744384050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 -3 27 18 21 10 8 24 -10 26 -12 13 -13 -14 -16 -17 -2 -5 22 -21 -4 -18 -9 25 -8 -7 -1 -29 -15
right_child=1 2 5 4 -6 6 7 23 9 -11 11 12 14 29 15 16 19 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.12143506105099174 0.012480811115396763 -0.083399586097921752 0.013824648748646568 -0.10127625978167905 0.082010456707502496 0.076296151047384519 -0.10390995084938444 -0.16831790040578007 -0.084424421458944507 0.036568994896556885 0.092454753333334166 0.043207603311359928 0.11381487763260754 -0.1661474249482382 -0.076198312973708063 0.067791163838008275 -0.11009943952896935 -0.10879054280174415 0.050617128923861623 -0.083167374494569429 0.066562596547496841 -0.13709061375925199 0.062613447349501944 0.033266060640073043 0.10229765782083283 0.063139590959278985 0.010345419250900323 -0.082536240007484413 0.1142073468403465 -0.0316815424569298
leaf_weight=39.789669908583164 10.929683849215506 13.124087721109388 7.7193805277347591 24.524773031473163 12.784002073109148 39.116662867367268 5.2365874946117392 6.8226237371563894 12.45137472450733 34.500943653285503 12.350327804684637 7.9984950423240688 10.937636673450468 12.726783268153669 33.74329849332571 47.745336838066578 18.689977101981643 22.750668279826641 5.7982865571975699 7.7133854553103474 14.865181118249891 8.3811113461852056 3.5949677824974051 3.1654045954346657 56.555961601436138 52.427188985049725 36.901144430041313 9.185811519622801 3.1857387274503699 6.1538851931691161
leaf_count=395 57 90 37 225 52 119 34 47 79 125 33 29 24 103 215 132 105 192 18 44 46 74 12 11 131 172 180 74 13 32
internal_value=-0.000265694 0.0127691 0.0188821 -0.0668434 -0.026489 0.0219343 0.0252277 0.0450983 0.0543649 0.00448252 0.0117601 -0.00224536 -0.00936959 -0.0730637 0.00310071 -0.00648323 0.0189184 -0.0694365 -0.0722317 -0.0330937 0.0154112 -0.0647343 -0.0822377 -0.104432 0.0748701 0.0479694 0.0442818 -0.100193 -0.0318737 -0.12232
internal_weight=581.87 486.602 452.922 95.2683 43.1071 439.798 423.697 171.16 161.172 46.9523 252.537 176.519 164.169 26.8792 137.29 126.352 92.6088 33.6804 30.3231 44.8635 22.5786 16.1005 22.2849 9.98803 114.22 57.6638 76.0178 52.1612 12.3716 18.8807
internal_count=2900 2123 1874 777 295 1784 1673 599 541 204 1074 775 742 164 578 554 339 249 243 207 90 111 117 58 337 206 299 482 87 135
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=5 17 7 16 16 10 5 15 13 15 0 20 21 7 10 18 16 20 17 9 13 23 22 4 12 2 19 4 5 3
split_gain=43.308 22.2192 13.0807 12.7577 11.8376 11.7945 24.9881 12.8737 12.6095 17.673 15.307 11.5397 11.3619 11.12 11.3352 10.8286 11.2029 12.9559 11.7524 10.1403 9.6475 9.47584 10.0956 9.22908 9.01749 8.06511 7.20427 6.94156 12.4522 14.874
threshold=7.7286379265000011 168.45154159730004 26.752366550650006 17.654958715000003 21.084950694200003 60.474177186300004 30.133297129900004 46.574831689400007 109.57886493895002 28.566186095050004 95.762878606550018 41.621607100200002 12.953111773950001 23.539316666200005 61.982402197500001 16.915500282450004 11.934972090850001 38.238138001450004 206.58076374065004 213.24207352880003 108.17011287860002 0.074640000000000026 -0.15895000000000001 274.17744294440007 204.22716155630005 215.60007756200005 10.650859343850001 274.17744294440007 21.377246852200006 92.837836160650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 4 5 -4 25 6 -3 8 9 15 19 -10 -1 -9 -15 16 26 20 -19 -11 -18 -14 -23 -17 -12 -2 -7 -13 -29 -30
right_child=1 2 3 -5 -6 7 -8 13 11 10 24 27 21 14 -16 23 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.11711193037405516 -0.098169507367740882 -0.13911962059206059 -0.072654259414830807 0.076507463391707928 0.13923662040276827 0.014510293937815725 0.05967985584075735 -0.13590684833487407 0.062631596547304547 -0.13336238426768479 0.11270953410471679 0.035142656790224117 0.07815296415059024 0.096802662496288439 -0.11030306986503183 -0.016727956348440438 -0.11020068783739063 0.050972901132919336 -0.064459736861867067 0.033080251812698136 0.077444003305571579 0.051916657647257419 -0.13779087952050553 0.13806988099379089 -0.059391101313887654 0.0057650498409204561 -0.13654332058142024 -0.14599549635566758 0.074688902569388829 -0.10267521271029237
leaf_weight=36.365293763577938 30.994109809398651 13.526431791484358 28.734698131680489 7.1634935289621344 2.8050210252404204 5.3653671070933324 11.872169762849806 9.0844073966145533 131.87486398220062 19.129209935665134 6.8252442181110364 56.680469378829002 6.3427716419100788 6.5785172879695875 4.417116791009903 5.3663524016737965 10.969760715961455 79.654430463910103 9.9182824715971929 4.5264841169118872 3.6521592363715163 4.2900780364871034 8.1046239435672724 13.643766127526758 5.4962404370307922 9.8352043852210027 7.6724130809307098 6.587442189455035 13.352886475622656 7.3202536776661864
leaf_count=390 269 115 219 23 7 28 45 82 382 144 19 188 31 17 27 29 95 289 63 22 11 18 78 32 36 50 71 38 35 47
internal_value=-0.000271926 0.00877625 0.0151211 -0.042889 -0.059481 0.0199248 -0.046194 0.0240396 0.0280798 0.00790022 -0.0544383 0.044183 -0.084517 -0.0540356 0.0136051 0.0243618 0.0130091 0.0239441 0.0381912 -0.101514 -0.0633321 -0.0212574 -0.0721289 0.0943721 0.0359407 -0.0731331 -0.074381 0.0151996 -0.0262662 0.0118852
internal_weight=568.15 513.047 469.412 35.8982 43.6343 433.514 25.3986 408.116 388.036 172.22 35.9772 215.816 55.1028 20.08 10.9956 136.243 117.232 104.195 89.5727 23.6557 14.6219 18.7375 12.3947 19.0101 12.3215 40.8293 13.0378 83.9411 27.2606 20.6731
internal_count=2900 2383 2057 242 326 1815 160 1655 1529 839 221 690 517 126 44 618 557 458 352 166 106 127 96 61 55 319 99 308 120 82
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=5 3 16 9 20 22 8 20 7 9 0 19 22 19 0 22 23 13 7 3 6 20 15 16 20 2 6 19 13 5
split_gain=37.3539 17.6239 13.4958 12.1244 11.2624 10.3476 19.8788 12.501 11.9093 10.6938 10.2669 10.154 9.23405 8.26752 10.7539 13.639 12.2881 14.4753 8.47949 8.16817 20.3439 12.4308 15.4096 13.915 10.0271 7.74489 9.42764 10.1938 7.27714 8.36621
threshold=11.848158554650002 103.44111502715002 13.534968349350001 66.290220196950017 40.742467179200005 -0.065399999999999986 8.9430209551500024 41.495754733000005 22.708075280250004 186.67271206880002 86.345209775600011 10.550851274900003 -0.101965 9.4507625164000029 103.82556453975 -0.16297999999999999 0.074640000000000026 92.138837046750012 25.906270527550003 92.913112988300014 15.925372093750001 39.788107623550012 28.777417478550003 22.664946999500003 34.823977857500005 79.817946638700008 13.665319288000001 12.050972309250001 113.96105169155001 20.302496186500004
decision_type=2 2 2 2 2 2 2 2 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 11 -3 -1 8 7 28 -4 -10 -9 12 -2 -6 15 -15 -16 18 -18 20 21 24 25 -24 -11 -23 27 -27 29 -7
right_child=1 3 5 -5 13 6 -8 10 9 19 -12 -13 -14 14 16 -17 17 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.11485418049357646 0.06783733548480686 0.040661607799420012 0.044456462346775576 -0.10177937676095046 -0.12706493525050658 0.057976805150683014 -0.096155337250995426 -0.074352927188968368 0.080205347633411181 0.045057138681924444 0.033972483434099747 -0.080365643259423719 -0.094429448208716515 0.068531004979922316 0.099713627655009518 -0.1351986914786702 0.04430834896280636 0.079699575316441174 -0.12654962878726375 -0.05976414018509945 0.058983640067299982 -0.10588704768248561 -0.1153273966347813 0.10027294121234268 -0.10822049057557276 0.099793564451737649 0.092983556948071672 -0.088728306896716763 0.097261935817836098 -0.06290398209908564
leaf_weight=26.413925088942051 12.051072396337988 8.2113689333200472 64.907371938228607 21.948323287069798 8.678522586822508 53.713774189352989 9.932768374681471 11.821664333343504 13.239982701838015 5.1715159118175533 33.6671247407794 24.041727669537067 4.9464400112628928 4.3592635169625309 10.720953479409216 13.347391940653322 3.8396691307425526 8.0742683559656125 11.928566381335257 30.525227032601833 37.892269492149353 3.4338506236672393 15.49725576490164 3.710230164229869 24.427537441253662 4.600078418850897 20.735437259078026 7.6184172257781029 48.150312960147858 6.4086237698793402
leaf_count=292 45 35 245 213 98 175 62 76 38 24 124 184 39 19 47 133 22 33 133 164 111 23 114 9 168 11 54 51 118 40
internal_value=-0.000301468 0.0109335 0.0160419 -0.062998 -0.0603139 0.0217064 0.0409538 0.0498109 0.00811167 -0.00602689 0.00582079 -0.0385413 0.0206161 -0.0366772 -0.0216699 -0.0850418 0.0107951 -0.0291878 -0.0849446 -0.0134594 -0.00197586 -0.0290891 -0.00121735 -0.0736808 -0.08144 0.0370329 0.0519253 -0.0177527 0.0682925 0.0450918
internal_weight=554.015 466.652 436.493 30.1597 87.3626 395.453 163.694 153.761 231.759 166.852 45.4888 41.0392 16.9975 60.9486 52.2701 17.7067 34.5635 23.8425 15.7682 153.612 123.087 85.1943 55.5953 19.2075 29.5991 36.3878 32.9539 12.2185 108.273 60.1224
internal_count=2900 2123 1875 248 777 1607 595 533 1012 767 200 268 84 485 387 152 235 188 155 729 565 454 262 123 192 139 116 62 333 215
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=5 17 23 21 13 8 10 13 22 20 6 10 15 20 2 9 9 23 8 9 2 21 21 2 17 5 5 19 5 10
split_gain=32.888 17.0947 10.8364 9.90768 9.88493 19.8376 15.8017 9.65091 9.0875 15.1959 11.4922 9.57807 13.9255 15.2165 13.7417 11.9305 15.957 11.2998 9.16225 8.97171 8.82121 8.7244 12.2675 8.08199 9.67076 7.887 7.60777 8.03279 7.31955 10.5212
threshold=7.7286379265000011 166.83257850275001 -0.27223499999999995 12.953111773950001 95.99139754765001 2.5480115570500002 84.600400448950026 96.429616222950017 -0.065399999999999986 41.590548329450009 16.555386813950005 69.873026810350026 28.566186095050004 40.823855932350007 115.23517099855002 66.290220196950017 204.88165762580005 0.09254500000000003 8.8430989333000021 93.169089829900017 71.847610775600018 5.1659621353500009 10.738578069800001 132.99388411665004 188.07781354100004 17.501078540900004 21.269675393700002 14.551174033150001 5.2595069053500012 90.049905079400006
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -1 5 6 -4 -6 11 18 -11 14 13 17 -9 -16 23 25 19 -10 -2 -15 -23 -17 -25 -13 -26 -28 29 -5
right_child=1 2 4 28 7 -7 -8 8 9 10 -12 12 -14 21 15 16 -18 -19 -20 -21 -22 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.11164909475316293 0.071904600693158099 -0.077515495932977019 -0.071397086470609425 0.070453663281882323 0.1361142759450652 -0.0938215958650086 0.14390088312304616 0.057021288822476618 -0.13563157560110548 0.0049802411083326335 -0.15722468664099692 -0.053051129683590742 -0.09282513450526246 0.094046719557935768 0.09525542491253762 0.029839803201313561 0.039673794451677125 -0.14462823491524049 -0.051330672503020175 0.067232217314441498 -0.082696816661303463 -0.099677648559186191 0.054418946991032072 -0.16043266772132619 -0.1618418265417394 0.11617476305327928 -0.0038839902841931451 -0.15257925011968715 -0.134133654467161 -0.13186418589441831
leaf_weight=31.670231252908707 4.2439855709671965 13.007464110851286 5.6929921954870215 9.9151373133063334 6.9781088083982459 22.226308286190033 8.4969287738203985 60.457874149084091 2.2263033241033545 43.461018264293671 4.8559597656130782 9.26532891392708 20.960695967078209 16.722622461616993 10.792831324040888 10.320070989429949 31.892508774995804 9.7757676616311056 7.4974887967109671 104.92783157527447 28.30568016320467 8.1047277674078959 14.248640686273573 9.0716189593076688 4.7408630549907675 3.9189983159303656 25.178150296211246 4.2456843778491011 4.140536628663539 3.4699130728840819
leaf_count=390 17 98 42 47 17 214 22 185 22 194 42 57 167 52 30 42 111 78 36 324 253 57 54 85 30 10 113 31 41 39
internal_value=-0.000310394 0.00749054 0.0124559 -0.0782655 0.0150796 -0.0348486 0.0575234 0.0195181 0.0174975 0.0357166 -0.0113217 0.00511031 -0.0223567 0.00145309 0.0196584 -0.00381256 -0.0163256 -0.0631574 0.0555398 0.0630174 -0.0625391 0.0394166 -0.00145232 -0.0496729 -0.0686518 -0.00274928 -0.0442815 -0.0253398 -0.0179386 0.0180052
internal_weight=540.812 491.616 459.067 49.1958 446.059 36.4162 14.1899 409.643 402.665 162.969 48.317 239.696 82.9968 62.0361 156.7 96.2417 85.4489 22.9601 114.652 107.154 32.5497 39.076 22.3534 53.5564 43.2363 13.1843 34.1647 29.4238 17.5256 13.3851
internal_count=2900 2383 2113 517 2015 278 64 1737 1720 618 236 1102 475 308 627 442 412 145 382 346 270 163 111 301 259 67 174 144 127 86
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=5 17 16 21 7 16 18 15 9 8 20 3 7 6 6 19 10 0 0 16 16 10 20 3 18 6 15 6 18 17
split_gain=28.4253 14.376 9.42032 9.10466 8.1551 10.2115 8.50766 9.27985 7.90282 7.46189 8.29771 13.6212 10.2071 11.2104 12.5538 11.4826 10.639 12.8736 12.3346 10.4735 10.7039 16.1079 17.1056 14.4936 14.6096 12.0435 12.3113 9.66743 10.0348 9.53298
threshold=7.7286379265000011 168.45154159730004 21.084950694200003 12.953111773950001 26.752366550650006 17.654958715000003 17.267778657600005 15.867801003350001 56.039380217300014 1.6487133604500002 47.480720532750006 101.23926781830001 20.234873028950002 13.665319288000001 13.775321858200002 11.950964240300001 70.182199495350019 86.530713386650021 96.055920542800024 22.614947116400003 19.214955067100004 66.697957758300021 38.175120519550006 89.227236891450005 13.713893333650001 16.625388449550005 40.128253618400009 14.755344756250002 14.504139642200002 199.41622983390002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 7 8 -3 -9 11 12 -11 15 -15 -14 17 -16 27 20 -19 23 -23 -22 -25 26 -26 -18 -29 -17
right_child=1 4 -4 -5 5 -7 -8 9 -10 10 -12 -13 13 14 16 29 18 19 -20 -21 21 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.10884573548737758 -0.063459171492021405 0.025957995847138007 0.13344078584872351 -0.016867300364810215 -0.063992329466053988 0.072050689105982405 0.10058530236454395 -0.097485845825338591 -0.13634789666457783 0.1504916148451686 0.083390023190865414 -0.098106674097689084 0.036020424939019059 0.11625769097796781 0.0019591656148066471 -0.13872335365763186 -0.12624923546841829 0.096934630070624528 0.025608395955369852 0.099471142841011759 0.11138554382895759 0.019831472259366319 -0.17885409097581295 0.054423640398998219 -0.2239983274313643 0.073717974652636173 -0.0048213572174437584 0.10484810116491619 -0.09455176577319363 -0.023372133273082261
leaf_weight=29.356655396521091 37.287251107394695 5.0044699385762197 2.5991990640759459 16.990626379847527 26.34942577034235 6.9787099137902251 11.538481578230856 5.6846349388360968 7.4896248281002045 5.7152570560574523 18.428713738918304 10.414164409041403 17.416657604277134 13.774426274001597 106.74473265558481 11.288418121635916 14.477393053472044 20.298593081533909 25.301208667457104 31.155825465917587 19.258291490375996 9.7186785861849803 7.8196151480078688 22.79610450565815 6.0007743239402753 3.9928577691316596 4.4732125774025917 4.8545093685388547 5.2567878291010857 19.61124387383461
leaf_count=390 319 28 7 127 219 23 34 49 77 12 54 104 76 31 466 93 129 50 105 75 43 35 51 68 40 11 17 12 41 114
internal_value=-0.000328397 0.00686799 -0.0506282 -0.075127 0.0120583 -0.0355057 0.0159388 0.0134785 -0.0713368 0.0162346 0.0179412 0.0145943 0.0179481 0.0157475 0.0230394 -0.028913 0.0184885 0.0274883 -0.0234093 0.0491998 0.0326009 0.014968 -0.0687544 0.0409467 0.00454237 -0.074058 -0.130393 -0.0738475 0.0011816 -0.0655128
internal_weight=528.077 481.729 39.8865 46.3473 441.843 33.3281 408.515 396.976 12.4941 384.482 378.797 360.369 349.955 344.239 295.923 48.3163 282.149 232.259 49.8899 125.514 94.3581 74.0595 17.5383 56.5212 37.2629 14.4668 10.474 24.5887 10.1113 30.8997
internal_count=2900 2383 326 517 2057 242 1815 1781 105 1676 1627 1573 1469 1457 1174 283 1143 856 287 390 315 265 86 179 136 68 57 182 53 207
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=5 17 21 23 21 23 16 22 6 23 5 7 9 23 22 21 6 0 12 16 4 20 6 23 22 18 5 13 22 22
split_gain=24.3287 12.2327 8.63294 8.54598 7.95102 7.84279 15.0377 12.4147 9.15115 9.14885 12.5695 13.9998 7.57187 6.8892 7.73923 6.75462 8.7361 11.9429 9.41819 9.05452 11.0934 7.7055 8.06186 7.62111 10.1775 7.53573 7.49519 12.1144 15.8105 14.051
threshold=7.7286379265000011 166.83257850275001 12.953111773950001 -0.27223499999999995 2.0547139412000006 -0.15684499999999998 12.644970430600003 -0.23955999999999997 13.200308423050002 1.0000000180025095e-35 20.717225865800003 24.918974924200004 192.09062119805003 0.074640000000000026 -0.15895000000000001 6.9984086918000008 14.855347092800002 86.530713386650021 191.59589549940003 16.344961778400002 279.28405572430006 42.102795028150005 16.505385645700006 0.083415000000000031 -0.29600999999999994 13.042786209850002 15.941372635650001 106.33120751740002 -0.093604999999999994 -0.071129999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -2 7 8 -5 -7 10 11 -8 -9 -4 -15 23 18 21 -17 -20 -21 22 -18 24 -11 -23 -25 -28 -29 -30
right_child=1 3 13 5 -6 6 9 12 -10 15 -12 -13 -14 14 -16 16 17 -19 19 20 -22 25 -24 26 -26 -27 27 28 29 -31
leaf_value=-0.10622726372552849 0.014158315119618648 -0.071057704384962325 0.068943361625092542 -0.089228342749871542 -0.092267712229021151 -0.10591150966000483 0.05807911739820161 0.10133830318868796 0.031170160761342155 -0.15478031466566988 -0.11581531591884336 -0.12934810508320149 0.00019161007072781829 0.047958881309862089 -0.12814952692608286 -0.10663451421001469 0.066209313635817682 0.059289566114267146 0.048196446627657485 0.065398947287345119 -0.15101694967468238 0.01974834838375749 -0.066029457768390115 0.05830672872019789 0.070680893536391468 -0.12295434470830952 -0.1078770409086062 0.061576949407223185 -0.080633156467459707 0.015097399988534134
leaf_weight=27.184308454394341 10.855179332196714 12.455399453639982 6.1735479980707195 5.3281477093696585 19.868267096579075 17.501782801002268 15.809067234396936 27.29626378044486 6.7472980916500083 2.0837799310684195 12.453953374177216 5.3285082131624213 10.154455967247484 3.9390604496002206 6.8086394630372498 13.648646295070646 13.096113763749601 36.635174348950386 14.378248386085035 3.6657916307449323 6.693276222795248 5.7031031809747246 7.1147584542632094 36.321847192943096 51.11236634105444 10.538496844470499 8.590438209474085 45.212312936782837 21.926442984491587 50.982088688760996
leaf_count=390 67 98 31 39 203 187 53 85 35 18 103 39 50 18 78 106 40 113 56 14 65 27 38 148 167 79 64 152 134 203
internal_value=-0.000299815 0.00634381 -0.0713221 0.0105963 -0.0546654 0.0129708 0.00846336 0.0535938 -0.0677686 0.0135798 -0.0361226 0.0108311 0.0739132 -0.0152463 -0.0636053 0.0186746 -0.00132083 0.0189671 -0.0399494 -0.00315632 -0.0744333 -0.0215576 0.0196578 0.028983 0.0618492 -0.0728455 0.0182591 0.00677938 0.0151179 -0.0136925
internal_weight=515.607 471.501 44.1056 440.778 30.7234 428.322 385.543 42.7789 24.2491 361.294 33.5915 21.1376 37.4507 16.9212 10.7477 327.703 111.474 73.0876 38.386 24.7373 10.3591 36.4525 20.2109 216.229 53.1961 16.2416 163.033 126.711 118.121 72.9085
internal_count=2900 2383 517 2113 270 2015 1841 174 222 1619 195 92 135 127 96 1424 538 297 241 135 79 184 78 886 185 106 701 553 489 337
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=5 3 16 12 8 8 21 19 6 6 22 19 20 23 13 0 2 5 8 2 6 16 16 10 20 0 18 17 17 20
split_gain=21.0205 10.3066 10.1397 16.1008 15.4146 8.74439 7.94839 6.8113 10.2148 10.0277 7.83137 7.59966 7.93159 9.37089 7.45157 12.7375 10.7733 9.22162 12.1392 11.85 10.5113 9.01928 9.4486 13.6016 13.8368 12.4084 12.2498 8.23513 7.26078 8.65687
threshold=7.7286379265000011 108.48197402175002 12.644970430600003 247.01970978410003 2.8477776226000002 8.0437227585500022 12.953111773950001 11.850956171350001 13.665319288000001 13.775321858200002 0.20327000000000003 13.351077205700003 47.833738492450003 0.088005000000000014 109.41218053485001 86.530713386650021 317.41815758785003 30.133297129900004 8.8430989333000021 56.184788788300004 16.375382608200002 22.614947116400003 19.214955067100004 66.697957758300021 38.175120519550006 90.337570099350003 13.713893333650001 192.15389660515004 187.45953903175004 39.646013290900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 -1 -4 10 -10 11 12 -9 -14 -11 16 17 18 20 -20 27 22 -17 25 -25 26 -24 -16 29 -22
right_child=1 -3 7 4 -6 -7 -8 8 9 14 -12 -13 13 -15 15 21 -18 -19 19 -21 28 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.1037531343119945 -0.11614659509234171 -0.093452290055985002 0.063645639224682055 0.095740534083721962 -0.099056955582076528 0.020228923967361864 -0.01433270659463089 -0.093880119640543436 0.10363575278455245 -0.019399181564197593 0.055426304705472697 0.0098830845962273525 -0.066964017571168308 0.13513980949739376 -0.21068343238994794 0.089437495158607161 -0.15906136020411493 0.085816211430955192 0.051040205492142013 -0.14288658146424985 0.051761573260935549 0.092884890913067286 0.049209650233998453 0.015565393909332263 -0.16430100672396564 0.103153906849193 -0.070035419212755703 -0.002053689859102151 0.037063406925312105 -0.072028629285046317
leaf_weight=25.154026743024588 21.098205760121349 10.230707727372645 25.000890344381332 12.929817765951158 5.9231613092124453 6.0499436482787123 16.435456808656454 27.607216339558363 12.91255686432123 55.646803315728903 10.140668921172617 19.954463943839073 5.918370593339203 3.7464980334043503 3.7156521528959265 20.147810749709606 4.1830551847815505 12.41285829246044 4.4154140800237647 11.003023035824297 8.8310088180005568 28.989365249872208 21.922009520232677 9.5050413012504595 7.7758386507630339 18.449168920516968 14.191955015063284 3.8548533692955971 60.672498174011707 15.679315283894537
leaf_count=390 250 127 99 39 62 32 127 226 33 344 37 92 44 9 33 52 33 42 13 86 43 75 68 35 51 45 67 18 232 96
internal_value=-0.000315695 0.00580268 0.00804588 -0.036454 0.0345398 -0.0857554 -0.0684157 0.0130795 0.00976724 0.017341 -0.025569 -0.0399216 -0.0665856 0.0113797 0.0136439 0.0211262 -0.0012922 0.00418078 -0.005187 -0.0873513 0.00847122 0.0442462 0.0289187 0.0119469 -0.0653687 0.0364337 0.00234909 -0.10445 0.018507 -0.0274273
internal_weight=504.498 462.908 452.677 46.0011 18.853 27.1481 41.5895 406.676 381.675 314.308 67.3672 57.2265 37.2721 9.66487 301.396 245.749 124.768 120.585 108.172 15.4184 92.7533 120.981 91.9918 71.844 17.2809 54.5631 36.114 7.57051 85.1828 24.5103
internal_count=2900 2383 2256 383 101 282 517 1873 1774 1366 408 371 279 53 1333 989 596 563 521 99 422 393 318 266 86 180 135 51 371 139
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=10 8 9 23 2 20 3 17 21 9 10 4 0 10 5 3 3 23 16 7 19 6 22 16 21 6 20 5 0 9
split_gain=18.2979 10.6092 20.5619 13.9816 22.4425 18.0334 13.5704 16.3185 11.2832 10.4375 9.78631 9.70341 9.32605 14.6685 8.32994 16.0521 10.0577 8.32542 7.26287 6.8718 8.07734 10.6926 8.66136 10.6912 7.58312 7.36749 15.3344 13.6464 9.01657 8.4368
threshold=90.988176966900014 4.9461400813500012 75.115715165350011 -0.17732499999999998 187.03662689815005 44.710446918150005 76.884525614550014 242.64190980425005 3.3559787654000002 186.67271206880002 80.677940036650014 244.33475329615001 85.716110573100011 61.993156030000002 30.133297129900004 94.92945658615001 94.187442142150019 -0.23472499999999999 22.664946999500003 22.597569836950004 12.651020723000002 14.815346158200002 -0.033594999999999993 18.714956236300004 5.977284140550001 16.465384711100004 38.771633980050005 22.852794041600003 86.162394622750014 200.94207221650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -3 -7 -8 11 -10 13 14 15 16 -11 -6 19 -14 24 22 -22 -24 -21 -23 -27 29 -29 -28
right_child=-2 6 -4 5 17 8 9 -9 10 12 -12 -13 18 -15 -16 -17 -18 -19 -20 20 21 25 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.11027133299434753 -0.092567447809544554 -0.12163727637635087 -0.12531210536544632 -0.12476739788217045 0.047828198056064301 0.1031693437273123 0.065804939717825459 0.088277527317014812 0.024086267229211346 -0.073428436638977024 0.045895263148402823 -0.11131466776556929 0.079194823606195522 -0.15771366537720422 0.1093777884976167 -0.16024046839132688 0.099136159183900521 0.1647441371050633 0.073097361312668016 0.072685351551192809 -0.068347304981127788 0.029506038823461103 -0.071850927847055213 0.062237459032688291 -0.012067775524367504 0.10325975277816989 -0.070977259004602208 -0.091266423402351748 0.089771489097578261 -0.23195875771746746
leaf_weight=7.2936836853623381 20.595315739512444 14.697428707033398 16.764686688780785 16.122068386524916 18.078464027494192 8.3909936025738698 38.440713845193386 4.9507931619882575 8.1387597061693686 5.6786398440599504 12.442941360175608 15.135714411735533 14.30590335279703 7.9589529894292346 5.2954592630267134 6.5689581483602515 8.3349125832319242 9.184970438480379 21.057399589568377 31.793308690190315 35.11504839733243 92.27618458122015 9.8816500455141085 14.930794350802897 15.804884318262337 7.2569413706660262 9.5727523639798182 4.4851805791258794 7.1155205816030502 4.9333164244890204
leaf_count=84 319 149 216 211 85 25 125 23 45 34 73 151 40 79 13 49 24 20 65 118 262 342 68 45 83 19 47 31 20 35
internal_value=-0.00030127 0.00372463 -0.0232251 -0.00516936 0.0455346 -0.0342607 0.0120649 -0.0687447 -0.00117958 0.0167238 -0.025694 -0.0639668 0.0104839 -0.0389907 -0.00247661 -0.0312545 0.0292087 0.0872168 0.0167182 0.0119208 0.00779323 -0.00163318 -0.0363901 0.00883625 0.0445432 0.0149451 -0.0253269 -0.0610703 0.0197768 -0.125725
internal_weight=492.602 472.007 111.552 94.7876 34.5571 60.2305 360.455 19.6482 44.1084 340.807 35.7174 23.2745 302.366 33.8369 25.878 20.5825 14.0136 27.2634 268.529 247.471 233.166 185.567 59.9275 24.8124 47.5982 125.64 33.3637 26.1068 11.6007 14.5061
internal_count=2900 2581 910 694 189 505 1671 172 294 1499 269 196 1374 199 120 107 58 105 1175 1110 1070 869 375 113 201 494 152 133 51 82
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=5 17 21 23 13 21 21 23 23 23 23 22 16 16 13 23 5 7 9 23 6 22 3 10 22 16 23 15 17 17
split_gain=16.3508 8.12102 7.25465 7.9716 7.18314 6.77332 6.24973 6.22889 6.15729 5.8317 5.72303 9.69651 9.50826 7.66857 10.2752 6.98799 8.90575 10.9713 5.63965 5.23614 7.57992 5.64351 7.07456 14.4604 7.78611 11.9837 8.95362 6.76417 5.18576 5.08837
threshold=7.7286379265000011 166.83257850275001 8.8712712239000009 0.074640000000000026 120.78166996855002 2.0547139412000006 20.770927814650005 -0.22125500000000001 -0.27223499999999995 -0.49570500000000001 -0.15684499999999998 -0.23955999999999997 12.644970430600003 9.6249774926000011 95.870416931800023 1.0000000180025095e-35 20.717225865800003 24.918974924200004 192.09062119805003 0.088165000000000021 6.9451622726000011 -0.23557500000000001 84.146051024900018 69.64719632740001 -0.117115 22.634947069650003 0.084535000000000013 36.869704283850005 192.00356210945003 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=2 4 -1 7 5 -2 -5 -4 9 -3 11 -10 13 14 -12 16 17 -14 -13 20 -17 -22 -23 24 -24 26 27 -26 -20 -21
right_child=1 8 3 6 -6 -7 -8 -9 10 -11 12 18 15 -15 -16 19 -18 -19 28 29 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.11215131690339825 0.0095308676474668286 -0.016199928695222743 -0.054091915818666327 -0.11802692437269967 0.13540229073303217 -0.099008411216483752 0.031488439325677742 0.12720300727340952 -0.083865394875848931 -0.17051219247289143 -0.093001761645868875 0.089328602817718358 0.049647584865146616 -0.10673167436157971 0.12883981790334975 -0.074575225157556782 -0.10445119034596546 -0.12092330641158258 -0.093344978852819477 0.0022026194538071839 -0.053477898651263095 0.085426580130311014 0.093043640948863526 -0.12665725014855375 0.083069109803272312 0.06750058399170028 -0.093761575092073099 -0.043045285298330321 0.05684127049397434 0.11086897974641477
leaf_weight=16.887822512537241 8.7483624182641559 7.9874590374529362 3.1457578800618649 9.0747955590486509 1.9911787137389172 16.772362563759089 4.0404458716511717 4.7669163309037712 5.0136583037674418 3.5319642163813096 4.2370880655944365 25.672976408153772 14.805403575301176 12.867165781557558 4.1161814965307713 6.4033034741878501 11.474637165665625 5.0596309080719939 3.6954574808478338 183.49310440570116 6.481201820075511 28.479997627437115 19.724020961672068 5.6609323099255553 8.5872377380728775 27.103052206337452 11.452473118901251 8.4258904084563238 6.0843424499034882 4.412750616669654
leaf_count=312 62 61 32 137 6 202 17 19 39 37 52 85 53 160 10 56 103 39 26 885 41 94 57 51 26 89 71 40 24 14
internal_value=-0.000318168 0.00508464 -0.0633412 -0.0241411 -0.0475291 -0.0618018 -0.0719653 0.0551275 0.00857454 -0.0635135 0.0106338 0.0463038 0.00665506 -0.0582958 0.0163135 0.0106903 -0.0343116 0.00620312 0.064712 0.0152365 0.031339 0.0371898 0.0425596 0.0274788 0.0390676 0.0199089 -0.0254048 0.0206099 9.09379e-05 0.00475452
internal_weight=480.198 442.282 37.9157 21.0279 27.5119 25.5207 13.1152 7.91267 414.77 11.5194 403.251 40.4664 362.784 21.2204 8.35327 341.564 31.3397 19.865 35.4528 310.224 122.318 115.915 109.434 80.9536 75.2927 55.5687 28.4656 17.0131 9.7798 187.906
internal_count=2900 2383 517 205 270 264 154 51 2113 98 2015 174 1841 222 62 1619 195 92 135 1424 525 469 428 334 283 226 137 66 50 899
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=5 10 21 23 16 12 8 8 22 8 20 10 20 15 4 21 20 9 0 22 0 13 6 3 22 7 18 22 14 6
split_gain=14.1975 7.4206 6.78955 6.80554 6.7015 13.4387 11.9199 7.86164 7.13599 11.5809 8.92213 9.84217 7.62493 12.4237 15.5094 12.4177 8.31934 9.70264 7.48314 7.1733 6.95425 9.35585 8.63881 6.26109 5.74379 5.27911 6.49798 5.97833 10.4709 5.53189
threshold=7.7286379265000011 54.884872733100003 8.8712712239000009 0.074640000000000026 12.644970430600003 235.75385747780004 2.8477776226000002 8.0437227585500022 -0.062629999999999991 8.9430209551500024 41.495754733000005 80.468240302450013 40.21994457600001 29.712811603950005 270.61361078405008 1.1877328917500003 38.938637541200009 208.47660979520001 98.031937268650012 -0.58350999999999986 95.502098167950024 112.82921081865001 16.415383542800004 93.794927255050013 -0.15895000000000001 26.153845577000002 15.269763541350001 -0.11600999999999999 395.69074682820002 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 -1 -4 5 7 -7 -3 12 10 -10 18 13 19 16 -14 -15 -18 20 -6 21 -12 -23 -24 -5 26 27 28 -17 -29
right_child=1 4 3 24 8 6 -8 -9 9 -11 11 -13 15 14 -16 25 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.11090992583429074 -0.11336013650623045 -0.12008006462881962 0.049872179248075577 0.023289602262829952 0.013152597308984028 0.081569970128793412 -0.09349086400170592 0.018346512266454586 0.051704132157741757 -0.081013715208254344 -0.15064123398221513 0.11813164421028416 0.088276501088816683 0.069278081895810473 -0.098441873525237214 0.034678549820208286 -0.13947920342403475 0.072723716112054429 -0.14858707249724024 -0.10431575318357711 0.089867104308601134 0.0572963339484482 -0.12652236828326718 0.019627496960294855 -0.11947283930354911 -0.063336797515838636 0.064460372316812772 -0.088176199210003761 -0.12493084837410813 -0.0090974157908711491
leaf_weight=15.443001680076121 5.2642035111784926 16.481847591698173 7.8634231090545681 4.3523563519120225 6.7323642112314728 13.150544226169588 5.5230179131031027 5.4624879620969287 95.42722974345088 9.2829407677054387 4.9813964255154159 5.9363171830773345 18.604765348136425 24.774852190166712 10.727506857365368 52.231537517160177 4.8056218884885293 3.9060695618391037 4.0578070431947699 22.816834628582001 6.3225624859333029 12.620710968971254 6.5927310287952405 5.2779156230390072 7.9950909316539738 11.55021110549569 17.230899855494499 10.724005490541456 4.4613221585750571 50.518092326819897
leaf_count=312 91 238 51 31 33 45 68 30 353 64 50 15 54 91 76 237 30 13 37 215 20 40 43 32 123 84 62 90 37 235
internal_value=-0.000319165 0.00464809 -0.0609877 -0.0228424 0.00609211 -0.0325617 0.0297928 -0.0856223 0.0101221 0.0271804 0.0342926 -0.00199389 -0.000615757 -0.0273511 0.00619934 0.0113131 0.0397214 -0.0443336 -0.0198872 -0.0775523 -0.00529758 -0.0257125 -0.000302768 -0.0615414 -0.0691505 0.00155353 0.00709855 -0.00128231 0.0221184 -0.0229448
internal_weight=471.12 435.466 35.6539 20.2109 430.202 40.6179 18.6736 21.9443 389.584 150.5 141.217 45.7894 239.084 73.7632 44.2141 165.321 33.4865 8.71169 39.8531 29.5492 35.7953 29.4728 24.4914 11.8706 12.3474 146.716 135.166 117.935 56.6929 61.2421
internal_count=2900 2383 517 205 2292 381 113 268 1911 654 590 237 1257 458 210 799 134 43 222 248 185 165 115 75 154 745 661 599 274 325
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=10 20 10 15 22 13 15 0 2 5 10 20 5 7 18 17 18 7 5 16 13 6 21 0 16 22 7 6 16 22
split_gain=12.6743 6.84972 6.65186 6.05839 5.75534 7.29213 8.69448 8.67329 8.85954 7.76259 9.01165 8.99153 7.36638 7.99749 7.81223 7.35188 6.76485 7.03567 6.62419 6.34544 7.0778 6.0662 11.2576 6.6474 5.56591 8.96412 5.42129 9.23214 8.29428 8.76835
threshold=90.988176966900014 32.785955158400007 54.884872733100003 36.282341310300005 0.68694500000000025 109.72404167800001 36.168474401900006 86.530713386650021 317.41815758785003 29.040033326300005 60.474177186300004 38.771633980050005 24.779543538450003 23.738191650050002 13.3584252364 188.16174763880002 17.327266398450003 19.468732114900003 22.963361893800002 22.614947116400003 117.50443950750001 5.1551204485500008 20.770927814650005 85.716110573100011 9.744977212000002 -0.094344999999999998 24.101221167900004 11.060258421150001 12.644970430600003 0.06041500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 8 9 10 -7 -12 13 14 15 -13 17 -4 -16 20 -9 22 -19 -23 -18 -26 -25 -28 -29 -30
right_child=-2 2 4 -5 -6 7 -8 19 -10 -11 11 12 -14 -15 18 -17 24 21 -20 -21 -22 23 -24 26 25 -27 27 28 29 -31
leaf_value=-0.10866200259432564 -0.085314529213186871 -0.11197925038920337 0.094261788312558603 0.10054453769513404 0.082709838665772972 -0.11697493642275288 -0.14149287773429053 0.030966593185470227 -0.1468085144898191 0.072330109144499263 0.08478674950989519 -0.035016086683902541 -0.091258365431436672 0.11418932778134892 -0.14944218384730143 0.039650722098485414 0.11357056265647503 -0.11801393311806943 -0.0039449059728663954 0.077747193447377683 -0.088605702339966494 -0.12262651516034294 0.06618824123792226 0.021680892975388107 -0.094108598315914768 0.053854946004103559 -0.12118654019276752 -0.13130021691259749 -0.020385561258174485 0.061616641362505276
leaf_weight=8.9850190877914411 16.90537241473794 4.8189736753702155 5.7775624580681315 1.6363147273659695 9.6033726632595044 6.8697594143450251 4.8813554905354968 70.603264816105366 4.0664637610316268 14.296168576925991 11.429997731000183 22.95220373570919 9.7961832359433156 5.7598445862531653 6.5322830229997617 30.994385626167059 7.4053316675126579 13.53158136457205 6.0062896087765694 28.746401943266392 5.3236307203769675 5.1406762003898612 4.3956390172243109 44.671564776450396 5.6954052262008235 14.566364552825686 8.3380350433289987 5.3229280151426783 58.602117404341698 16.771556086838245
leaf_count=129 319 91 24 4 36 59 53 250 36 58 40 112 93 14 42 112 25 217 29 86 28 75 16 252 65 71 86 58 357 63
internal_value=-0.000332624 0.00290657 0.00485317 -0.0764318 0.00616837 0.00441187 -0.00971291 0.0167486 -0.00175509 0.00339031 -0.00643195 0.00169252 -0.00988419 0.00114988 -0.00864312 0.00788286 -0.0063312 -0.0141114 -0.0797454 0.0377326 0.0225828 -0.0181052 -0.0728487 -0.011037 0.0393793 0.0122637 -0.00674666 -0.0210097 -0.0106588 -0.00213908
internal_weight=460.426 443.521 432.899 10.6213 428.08 418.477 195.1 223.377 118.704 114.637 100.341 93.4712 82.0412 72.245 66.4852 53.9466 190.219 162.552 12.5386 104.673 75.9269 156.774 17.9272 138.847 27.6671 20.2618 133.706 89.0346 80.6966 75.3737
internal_count=2900 2581 2448 133 2357 2321 1362 959 595 559 501 442 402 309 295 224 1309 1148 71 364 278 1124 233 891 161 136 816 564 478 420
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=16 22 6 21 10 21 13 18 23 12 20 8 20 9 9 21 22 22 3 16 5 13 2 16 21 21 8 5 20 23
split_gain=11.57 7.25884 8.62267 6.75839 5.91151 5.87793 5.78268 7.91149 5.26434 5.86656 4.82168 10.1206 9.15469 9.09478 8.2548 7.77009 7.27172 11.5567 9.55738 10.6591 7.70524 9.87221 8.58806 6.8133 7.64914 6.71429 6.65565 6.21089 6.09825 4.99563
threshold=11.934972090850001 0.68694500000000025 4.9151148409000003 20.770927814650005 54.884872733100003 16.589865017350004 95.870416931800023 17.327266398450003 -0.15684499999999998 316.7844411196001 43.19689381845 4.9461400813500012 42.599563320500003 187.70546222865002 60.983947735000008 3.3208308644500009 -0.065399999999999986 0.23643500000000003 93.620177476600006 22.704946905950003 27.5699840079 117.68187774410002 289.81495968035006 22.564947233300003 10.865174920000001 6.450325770250001 8.4434108459500017 21.042547594650003 49.275256100300005 0.087725000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 8 -8 9 -1 11 14 13 25 -6 -12 20 18 23 -20 21 22 -15 24 27 -13 -19 -18 -17 -14
right_child=1 -3 4 -5 10 -7 7 -9 -10 -11 15 12 29 16 -16 28 17 26 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.077438938560116119 -0.11387999477484001 0.095699979883908742 -0.1107447910923441 0.046889838219412894 0.02847376372257647 0.032984609271198284 -0.084982120682465009 0.11883454026563217 -0.11374476913640404 0.084844656208200142 0.095494054254899541 0.097455751293779147 -0.0079287109298002475 -0.0034239930854937013 -0.12594066382787247 0.023862088977316884 0.052484787395761116 -0.14120776896694001 -0.16848526839235853 0.028492948999809677 0.096722125482126803 -0.14444362858573773 -0.11504427587900475 0.086580937218841358 -0.089753265537350302 0.0046334155652896112 0.011325980513409653 -0.053922057698205718 -0.089514571811130372 -0.089317153889444459
leaf_weight=6.9715373292565364 10.539518143981693 8.6384082548320276 4.2988328970968714 3.4775216951966277 5.1072980500757685 7.4400412105023852 3.9385572373867026 3.6876650229096413 19.988231241703033 3.2735757790505886 14.5587494187057 19.963649563491344 16.062432840466503 99.911534268409014 10.746952552348374 54.986063331365585 42.122891753911972 6.1830706745386106 4.5681581236422044 6.8915351144969463 6.1710686907172194 5.8574911803007117 7.4038079492747775 28.885498657822609 5.1328625604510298 12.782468780875204 5.3235710561275482 6.306791588664054 5.1921167671680442 14.216605007648466
leaf_count=99 204 29 89 14 32 36 49 9 400 16 42 63 87 526 150 286 155 54 37 32 17 38 60 86 37 54 23 34 41 101
internal_value=-0.000342451 0.0050143 0.00303951 -0.0739942 0.0058612 -0.0482732 -0.0642417 0.0135736 -0.0838703 -0.0255852 0.00718599 0.00158548 0.00587061 0.0119866 -0.0761975 0.0299395 0.0048132 0.0239518 0.035542 -0.0500281 -0.0120916 -0.018025 -0.0111248 0.0474357 0.0263252 0.0612225 -0.0706377 0.0386279 0.0140801 -0.0461422
internal_weight=450.629 405.329 396.69 14.017 382.673 45.2996 37.8596 7.62622 30.2333 10.2451 378.375 303.638 287.783 257.504 15.8543 74.7369 224.758 105.414 93.9077 11.4597 119.344 113.173 107.315 82.448 53.5625 32.7461 11.5066 48.4297 60.1782 30.279
internal_count=2900 2291 2262 218 2044 609 573 58 515 115 1955 1586 1404 1216 182 369 1099 458 381 69 641 624 586 312 226 117 77 189 327 188
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=16 20 22 23 13 2 10 22 23 2 10 22 23 20 21 16 2 12 22 22 18 8 21 6 18 20 20 21 19 19
split_gain=9.94193 6.3016 5.90183 5.44329 9.72799 8.34878 5.12951 4.49896 12.8232 7.42151 6.33085 11.0757 5.53065 6.56525 6.56739 6.91837 6.54064 6.45076 6.43829 6.111 11.256 5.69267 5.0364 5.99443 7.96536 4.73733 5.17302 4.87144 6.73637 4.51008
threshold=11.934972090850001 51.779769178100004 0.68694500000000025 0.075065000000000021 95.99139754765001 285.16564649850005 54.884872733100003 -0.24103499999999997 0.083905000000000021 127.00089009170001 71.464594023550021 -0.59511499999999995 0.088165000000000021 42.178283198950005 6.0479909019000013 20.784951395750003 68.519383356500015 310.47677677450002 -0.08725999999999999 0.25677000000000011 13.512826932300003 7.6440346712000009 3.5085246469500002 14.855347092800002 15.606027545000002 39.344049039350004 41.134354310300004 14.261941558400002 14.251149826300002 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 6 5 -5 -1 -2 8 9 -8 -10 -12 19 16 15 -15 -14 21 29 -9 -21 -18 -23 24 -24 -25 27 28 -27 -16
right_child=1 -3 -4 4 -6 -7 7 12 10 -11 11 -13 13 14 18 -17 17 -19 -20 20 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.068162460862490379 -0.10965556257794429 -0.11993611185245451 0.088851002074583796 -0.11456541490133726 0.060042635115494784 0.05582588182059825 0.0037672613745142573 0.025400281969323868 0.047837313113625518 -0.14702893987964336 0.03548876787188255 -0.15271584536418567 -0.084129306927742897 -0.0011333740604624054 -0.030879634747751274 -0.17350425010725218 -0.081534193278794187 -0.1125761013134749 0.017322619535715077 0.06409731148691232 -0.16021166348939322 0.050435363028251183 -0.12422091928491096 0.083131503671335483 0.022772222289272601 0.019876093158007809 0.04129664271567017 0.059779560436265179 -0.1285682562697377 -0.18523776561209321
leaf_weight=11.78671804815531 3.9264041371643534 4.0225415416061869 8.3873287402093393 17.218540597707037 3.9165377616882315 10.071036268025635 4.7629077807068816 171.6755128800869 19.523804157972336 10.368717368692158 7.5488476939499343 5.3379751592874545 7.4021359942853442 3.6677380762994272 4.9169490300118914 6.3769934847950935 5.487788710743188 3.9453215077519408 18.2382373996079 4.0771333687007409 4.9570842497050762 40.289326466619968 7.3651328682899457 10.099087014794348 7.3807802498340607 5.2807021662592906 18.900579068809748 4.0762618109583846 7.2596996575593948 3.0777287930250168
leaf_count=167 89 66 29 364 18 60 34 887 75 118 37 58 46 28 34 48 65 33 97 15 52 164 70 31 38 21 73 13 41 29
internal_value=-0.000337565 0.00459315 0.00586347 -0.0460234 -0.0822088 -0.0110344 0.00405998 0.00522876 -0.0235556 -0.0995636 0.0119304 -0.0424693 0.00932018 -0.00462005 -0.0418055 -0.110565 0.00686209 0.0129804 -0.0154772 0.0211818 -0.0589812 0.0176475 0.0230551 0.00477991 -0.0506464 0.022697 0.00551283 -0.0351894 -0.0660591 -0.0903032
internal_weight=441.346 398.353 394.33 42.9928 21.1351 21.8578 385.943 382.016 47.5423 15.1316 32.4106 12.8868 334.474 153.764 36.2776 10.0447 117.487 110.085 26.2329 180.71 9.03422 106.139 100.652 60.3622 14.7459 45.6163 35.5172 16.6167 12.5404 7.99468
internal_count=2900 2291 2225 609 382 227 2196 2107 322 152 170 95 1785 831 236 76 595 549 160 954 67 516 451 287 108 179 148 75 62 63
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=19 20 7 15 10 20 22 23 17 22 17 6 17 6 19 16 3 16 20 15 5 15 23 20 22 4 23 21 2 18
split_gain=8.94381 5.75295 5.03967 4.93788 4.77318 4.26155 4.6728 13.9102 9.88955 9.5546 7.68631 6.11382 4.64788 8.18111 12.4963 8.43517 8.19907 6.76934 5.29352 6.53584 4.9001 7.41784 4.61862 6.22545 5.76088 12.0964 7.31273 6.39627 7.12985 5.41786
threshold=9.4507625164000029 32.785955158400007 29.973557588500004 36.282341310300005 54.884872733100003 51.779769178100004 -0.23771499999999998 0.091705000000000023 195.76335783930003 -0.15895000000000001 203.77077094980004 16.485385178400005 234.67375690460003 13.075305502400001 12.050972309250001 12.594970547500003 68.827216597650008 14.274966618900002 34.997818021800008 46.810838056050009 25.763052016400003 51.067537391750008 0.087605000000000016 42.178283198950005 -0.071129999999999985 186.12253940095005 0.093295000000000031 12.650480313250002 166.06829399045003 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 4 -2 -3 6 7 -6 -9 11 -10 -8 13 14 15 16 -11 -15 -19 22 -21 -22 -20 24 27 -26 -27 28 -24 -30
right_child=1 2 -4 -5 5 -7 9 8 10 12 -12 -13 -14 17 -16 -17 -18 18 19 20 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.1014426319025708 -0.10436719256549465 -0.10876078854187886 -0.11614666562734277 0.092869401446884631 -0.07179031216961497 -0.082538782172237285 0.078754624269146617 0.062145396581528158 -0.19155220963668329 0.044006735217145619 0.011575893660585222 -0.02405579863927575 0.075175766502899963 -0.11383904221395549 -0.082719906993911047 0.055177394726631392 -0.11836735280875872 0.088596567567284873 0.03072969876666324 -0.12186938867213389 0.10772885743875245 -0.10227261266390292 -0.0090832131398843868 -0.044248853482633216 -0.07995756233370295 -0.028638334348429825 0.073531167375428461 0.061660933963334809 -0.20913835591439917 -0.042606642611742435
leaf_weight=8.5788465403020364 8.2793576065450889 3.6886167805641881 3.4926048498600712 1.4991351515054692 27.02894052490592 5.4242817610502234 30.012050068005919 21.728684607893232 3.0945984944701186 5.3320985473692435 4.6801509074866772 7.1650223508477202 9.2310045510530454 4.2602212913334361 25.653409287333488 18.2765131033957 7.4614813253283501 8.9934301525354368 97.119933191686869 6.2912798821926099 3.3061308525502682 3.4240423366427422 25.799124047160134 23.923495776951313 7.8718729503452911 8.63543578609824 37.114356558769941 8.6988730318844301 3.5583946965634814 4.3317790366709232
leaf_count=183 144 91 75 4 269 84 124 81 28 59 36 49 42 47 238 91 124 38 412 58 11 35 127 145 46 47 120 32 28 32
internal_value=-0.000351989 0.00168677 0.00347062 -0.074129 0.00448438 0.00550716 0.00669226 -0.0199652 0.0275133 0.011042 -0.0692756 0.0589403 0.00528442 0.00313423 -0.0310655 0.0115836 -0.0506932 0.0111067 0.0133333 0.0103913 -0.0584216 0.000888527 0.0145195 0.00139275 0.0127656 0.0345447 0.0542463 -0.0147852 -0.0345243 -0.117711
internal_weight=433.955 425.376 415.598 9.77849 412.105 408.417 402.992 56.5324 29.5034 346.46 7.77475 37.1771 309.283 300.052 56.7235 31.0701 12.7936 243.328 239.068 230.075 13.0215 6.73017 217.053 119.933 96.0098 53.6217 45.7498 42.3882 33.6893 7.89017
internal_count=2900 2717 2569 148 2494 2403 2319 414 145 1905 64 173 1732 1690 512 274 183 1178 1131 1093 104 46 989 577 432 213 167 219 187 60
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=13 20 15 10 13 16 10 13 20 18 10 14 7 23 15 22 7 7 22 5 5 0 15 23 20 13 15 0 12 23
split_gain=7.96866 5.01533 4.2715 4.16183 4.2632 10.7237 8.80327 7.35887 8.23638 6.57998 9.57816 7.85321 6.17028 6.08345 6.0433 5.74369 7.1697 7.76935 7.25264 13.7588 6.54605 5.70206 6.24614 7.65619 5.91221 5.58372 7.37868 5.86568 5.37116 10.9326
threshold=73.376087754350024 32.785955158400007 36.282341310300005 54.884872733100003 112.82921081865001 19.974953289850003 66.318885161900013 113.96105169155001 38.592454371550012 14.643918747750002 63.910026677050006 151.37567628355004 20.940097048150005 0.25847000000000003 44.920183738100008 -0.079824999999999993 22.708075280250004 22.426784932800004 -0.10282499999999999 21.746930049350002 21.623222698850004 86.530713386650021 42.80317728375001 0.08784500000000002 42.131954243650007 109.72404167800001 31.506101402100004 95.762878606550018 206.66000365515004 -0.15684499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 13 7 -6 -9 10 11 -10 -12 25 15 16 17 -13 20 -20 -18 22 23 -17 -25 26 28 -28 -5 -30
right_child=1 3 -4 4 6 -7 -8 8 9 -11 12 14 -14 -15 -16 21 18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.11772936886761626 -0.09991413567957852 -0.10788415781178624 0.088100997742989851 -0.013609773009309043 -0.10826282329020331 -0.12334494942099361 0.098888392943741438 0.070743162495681591 -0.13953160118998617 0.10860508405726421 0.01227276794500675 -0.013288144345871826 -0.19895247327802806 -0.13747718789202001 -0.035429337253732977 0.057100816206862332 0.087355605625256294 0.093405070212472477 -0.2067386758059136 -0.013250041533165511 -0.058654688039977643 0.081862942364657798 0.09767960905689263 -0.014946038446974836 -0.15926026148837835 0.054201115392709637 -0.11680561906600993 0.0045599793665247962 0.072065151246872114 -0.0068775868337430579
leaf_weight=5.7056341748684636 7.9142361208796483 3.3633320499211541 1.4260948300361631 99.419682340696454 5.1659039892256251 7.473292000591754 11.705866254866121 21.495412010699511 3.6248760521411887 5.8338109999895087 2.1554297357797614 15.510316837579007 3.8589765429496765 3.2388414144515982 24.300186265259981 9.8463428206741934 6.6286209449171967 12.188566759228705 5.712897442281256 10.303145177662371 5.7202819585800171 22.294241949915886 7.0462691299617282 9.2782729826867563 4.0902194529771796 17.803129073232412 9.9259385541081446 6.6503015905618659 27.502251356840134 48.44326588138938
leaf_count=145 147 91 4 810 31 47 33 79 23 16 21 83 27 34 175 35 18 30 40 45 28 70 21 41 33 68 107 40 127 431
internal_value=-0.000345022 0.00124993 -0.0712077 0.00289828 0.00381327 -0.00560422 0.01493 0.00931564 0.0128909 0.00451074 0.000250976 0.00569104 -0.123254 -0.00147286 0.00965144 0.0197369 -0.00252743 0.0336609 -0.037866 -0.0822671 0.0197204 0.0434875 0.0152152 -0.00981479 -0.0591004 0.000627292 -0.00434184 -0.0681144 0.00168621 0.0217101
internal_weight=425.626 419.92 9.34033 410.58 407.216 220.457 186.76 175.054 169.888 148.392 142.559 136.544 6.01441 212.983 132.919 108.619 56.0638 27.6989 28.3649 16.016 12.3489 52.5553 30.2611 23.2148 13.3685 209.745 191.941 16.5762 175.365 75.9455
internal_count=2900 2755 151 2604 2513 1664 849 816 785 706 690 642 48 1617 619 444 244 113 131 85 46 200 130 109 74 1583 1515 147 1368 558
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=7 17 20 15 20 23 12 23 23 16 16 19 23 23 7 4 10 20 0 13 23 9 9 15 19 6 17 20 6 8
split_gain=7.30517 4.90137 4.2494 3.64442 3.59733 3.55253 7.13774 4.45458 7.72089 7.50373 6.99696 7.77202 6.17146 7.11826 6.178 5.15381 4.69339 3.76796 4.22253 7.34085 4.29514 4.30311 4.126 5.30439 4.05623 6.30247 7.89982 11.3681 7.25183 5.71294
threshold=29.973557588500004 157.96759137085004 32.785955158400007 36.282341310300005 51.779769178100004 -0.27223499999999995 197.53682473415003 -0.21013499999999999 -0.22831499999999999 12.644970430600003 9.6249774926000011 10.250827068050002 1.0000000180025095e-35 -0.10585499999999999 19.041006859700005 215.80501386120002 93.464246905050018 34.542090938800008 85.716110573100011 117.60122400020002 0.091705000000000023 185.50567866740002 186.14781787895004 40.452545866750008 11.950964240300001 13.665319288000001 242.64190980425005 47.480720532750006 13.775321858200002 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 -1 3 -3 5 6 -4 8 -7 10 11 -9 13 -11 -14 -15 -12 -16 19 20 -19 -22 -21 -24 -20 26 27 29 -27 -26
right_child=-2 2 4 -5 -6 7 -8 9 -10 12 16 -13 14 15 17 -17 -18 18 24 22 21 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=-0.099627404251540277 -0.11072682781869854 -0.094937705554902246 -0.12930417341650954 0.083564726066522266 -0.077769485346404973 0.011516019052220239 0.021473424294253893 -0.11694732411599223 0.11304403175991209 0.016744750619996741 -0.12077661754006262 0.073041030873297066 0.13788368402326298 -0.027414465832331099 0.076725669175136735 -0.13327331829871186 0.090867605205077029 -0.15665264093869033 0.056248123377530435 0.075819269332725203 0.074579659295890943 -0.10847683254924219 -0.11407675852316262 0.011717122342054347 -0.084891370292937446 0.10508943232968414 0.098333655380979004 0.058628704352151652 0.012641895074261398 0.079817731781158405
leaf_weight=4.7571020200848571 5.9050943702459326 7.284566428512333 5.7541690506041032 1.3568129763007162 5.3126076720654956 27.14019213989377 6.910100432112813 3.1988078691065329 10.345383595675228 15.634536772966383 11.5488313306123 6.5870347302407026 3.8419346474111071 10.27516380697489 8.2698134854435903 8.325611921027301 1.1523366924375285 5.3576190210878831 19.873853769153357 6.2746222317218807 2.2636484652757645 2.9676581844687462 4.3870644941926029 14.208994105458258 26.222516266629103 8.9338865131139737 4.5633260048925868 8.7519911751151067 168.9110866561532 2.2897136956453314
leaf_count=86 165 142 81 4 87 170 46 69 36 102 201 40 15 63 41 94 14 63 90 20 12 32 32 70 248 26 17 42 783 9
internal_value=-0.000289257 0.00129093 0.00246775 -0.0669104 0.00396918 0.00507135 -0.0470343 0.00680184 0.039536 0.00323315 -0.052612 0.0109374 0.00714097 -0.0329915 0.0119263 -0.0747963 -0.101575 0.010218 0.008218 -0.0239885 -0.0937192 -0.0292661 0.00570003 -0.0179594 0.0129855 0.00907148 -0.0258552 -0.0410632 0.0172859 -0.0716642
internal_weight=418.606 412.701 407.944 8.64138 399.303 393.99 12.6643 381.326 37.4856 343.84 22.487 9.78584 321.353 34.2353 287.118 18.6008 12.7012 283.276 275.006 35.4596 10.5889 5.23131 24.8707 18.5961 239.546 219.673 41.8275 37.2642 177.845 28.5122
internal_count=2900 2735 2649 146 2503 2416 127 2289 206 2083 324 109 1759 259 1500 157 215 1485 1444 229 107 44 122 102 1215 1125 316 299 809 257
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=16 5 5 21 23 21 20 20 23 21 23 7 18 13 20 15 9 0 21 7 16 6 22 9 15 0 0 16 22 17
split_gain=6.69052 4.00556 6.04173 5.77333 5.12448 6.93002 3.67173 6.92062 7.3859 4.12839 3.64626 5.89084 7.35167 5.34769 7.1281 5.25108 4.83519 5.41652 9.08667 5.14464 4.6467 4.6356 4.51538 4.53864 4.42502 4.90525 8.48501 5.64722 8.05466 4.46017
threshold=7.4549825670500001 7.7286379265000011 5.2595069053500012 8.8712712239000009 -0.17732499999999998 20.770927814650005 49.275256100300005 48.852845034800005 -0.27223499999999995 5.6596500893500012 -0.22125500000000001 22.087764922150004 12.657095015500003 95.870416931800023 45.027406014450008 23.163629804900005 188.53841931785004 85.716110573100011 2.1194692063500002 22.689595575850003 22.674946976100003 17.495408777450006 -0.23955999999999997 59.469124515800011 19.215947067900004 98.615332683000005 101.47316367565001 17.654958715000003 0.06041500000000001 181.27812760255003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 7 8 -3 -8 22 12 15 14 -13 -12 -15 18 -18 -19 24 -17 23 -10 -21 29 -27 28 -28 -26
right_child=1 6 -4 4 5 -7 9 -9 10 -11 11 13 -14 16 -16 21 17 19 -20 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.096045644140560951 -0.10733794516506012 -0.081511217935905808 -0.11399294210848408 0.14529288898459761 -0.11503330494768987 0.086857895692444675 0.052504098123787472 0.091011463490872607 0.054024589028018016 -0.1160895813669815 -0.11661495180828985 -0.095848607725425014 -0.086769856439855367 0.04239022505059014 0.06762684415125049 0.10135351714135162 0.041828672526178973 0.066834105818958253 -0.10555526688821751 0.051697803912001454 0.066428915787189 -0.014923993583550708 0.051175489118778686 -0.16253305404811441 0.069989751145472331 -0.1076957902196823 -0.096837458741032501 0.11107137110940279 0.086822714834464645 -0.001059840454135326
leaf_weight=7.1715872865170232 3.7504177596420076 10.074402404949067 7.380049690604209 3.0846201255917549 3.2700924761593324 3.5415234565734863 2.0391303151845923 9.1421774178743345 1.7822720520198339 5.0481779612600803 2.8308670036494759 10.360231744125484 15.933962283655999 38.876273117959499 3.5920749995857468 5.7940524145960799 6.7950313463807133 14.205467365682123 10.88289839029312 15.818255046382545 11.489392071962355 8.3980719186365587 28.434413392096758 2.117713974788785 9.410626143217085 11.514214236289265 6.6277482472360116 3.8576678223907939 3.732793141156435 144.55531172454357
leaf_count=183 116 132 175 8 67 10 11 30 10 54 62 188 170 167 20 26 25 46 98 77 43 65 132 30 34 106 60 10 18 727
internal_value=-0.000303188 0.00139495 -0.0411012 -0.00168166 0.0383593 -0.0100652 0.00372608 0.00506939 0.00292901 -0.0675825 0.00531182 0.00212254 -0.0379524 0.00665002 -0.0537612 0.00774208 0.00968451 0.00436206 -0.0489039 0.00861876 0.00462383 0.0325473 0.0373359 -0.0635674 0.000991894 -0.00347158 -0.0438855 0.00778955 -0.0306666 0.00328282
internal_weight=411.512 404.34 21.0267 13.6467 9.89624 6.81162 383.313 376.226 367.084 7.08731 357.009 324.675 32.957 291.718 13.9523 17.023 277.766 238.889 17.6779 221.211 207.006 14.1921 32.3344 3.89999 195.517 179.698 25.7324 14.2182 10.3605 153.966
internal_count=2900 2717 376 201 85 77 2341 2276 2246 65 2114 1942 323 1619 208 153 1411 1244 123 1121 1075 91 172 40 1032 955 194 88 78 761
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=13 16 6 15 7 10 12 23 23 10 7 16 15 13 0 15 22 9 18 16 20 23 22 13 14 22 22 2 21 13
split_gain=6.10202 3.41959 5.96141 6.20645 5.20639 5.28097 6.30327 7.74369 6.58422 7.2506 6.72076 7.17635 5.1239 4.77879 6.82327 5.82375 4.59489 7.35433 8.14238 6.53861 5.92291 5.88914 5.00159 4.56413 3.95854 3.65036 3.52681 3.89206 3.21473 6.10595
threshold=73.376087754350024 18.594956516900002 15.675366252400002 32.540328261750005 19.152455927400002 66.499011856650014 207.71672397260002 0.070195000000000021 -0.15684499999999998 75.085947125300024 26.153845577000002 17.654958715000003 20.310401204950004 108.61908538635001 95.762878606550018 27.838459342350003 0.06041500000000001 205.70977008025002 17.327266398450003 14.184966829400002 40.380906245900007 0.076580000000000023 0.19122000000000003 92.284013785800013 173.24670297025003 -0.5422499999999999 -0.14380499999999999 210.98514341730004 9.4882736102500029 115.02030419500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 7 -7 -8 -10 26 12 23 14 -9 16 17 19 -19 21 24 -16 -18 -12 -21 -4 27 -11 -3 -30
right_child=1 28 25 -5 5 6 8 13 9 10 11 -13 -14 -15 15 -17 22 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.11601554540157594 0.10909614912829846 0.015476939097197884 0.085202416249073598 -0.11984536086213959 -0.089070141712228379 -0.092574564737399778 0.065425306750596671 -0.12053191473683716 -0.10866831637619781 0.094997200584431812 -0.082338948296853828 0.11182781656380375 -0.13584928010653258 0.089882931534816399 0.08104945571143321 0.14696130090734258 0.092405811170488128 -0.14110874602590226 0.024411692336524654 0.048712176331209292 0.065427658229213551 -0.12447388243310398 -0.044521168012063427 0.04812589505416813 -0.15190369543515367 -0.11110314023483379 0.075830486937713881 -0.11643876466861072 -0.088463102101629887 0.0023635990920025489
leaf_weight=4.5070970822125664 4.1121185235679141 176.175397220999 1.0725084431469429 4.5955845899879924 7.1108160745352498 12.436898857355116 22.703566478565335 5.4688856732100239 5.4647256396710864 1.4361264221370249 5.214436490088703 3.0822238624095908 5.2439130935817948 4.7751382440328589 1.8433603383600736 2.4613535907119504 7.6267466079443675 9.0536799021065217 4.4243457149714223 1.6516021788120294 14.654401028528808 5.7220580577850342 4.1026817075908184 5.5201051812618971 2.4317067340016365 8.1116120200604183 15.93877626955509 2.2108910977840424 8.8211856670677644 45.993156371638179
leaf_count=145 11 812 6 66 84 171 113 84 69 5 129 8 64 13 12 9 37 91 46 8 65 126 47 33 34 191 75 47 59 240
internal_value=-0.000310536 0.000994961 -0.00983894 -0.00532202 -0.00191973 -0.00495144 -0.000782189 -0.0203516 0.0216687 -0.000852334 0.0143932 -0.0278791 -0.0548284 -0.00636397 -0.0140959 -0.00331092 -0.0104914 -0.0267091 -0.0867744 0.00406901 0.0357499 -0.0743969 0.0445119 -0.015249 -0.0707593 -0.0881789 0.0555321 -0.0331793 0.00889657 -0.012253
internal_weight=403.967 399.46 168.47 159.286 154.691 150.578 143.468 76.6529 66.8148 44.1112 38.6465 19.0607 15.9785 64.216 59.4408 53.9719 51.5106 39.7812 13.478 26.3031 18.7377 7.56542 11.7294 10.7345 4.08331 9.18412 19.5858 3.64702 230.99 54.8143
internal_count=2900 2755 1644 1447 1381 1370 1286 743 543 430 361 234 226 572 559 475 466 382 137 245 107 138 84 162 42 197 127 52 1111 299
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=19 20 8 20 15 8 22 16 16 16 13 0 23 16 21 18 23 2 0 6 2 15 23 23 23 21 20 2 23 20
split_gain=5.53436 3.06581 3.24414 3.00775 3.63554 3.49225 3.07931 3.68985 11.302 7.51116 10.88 4.79439 7.16512 5.37573 7.43238 9.93229 7.18085 4.71101 6.83718 4.65155 4.97402 10.514 4.61139 4.21296 8.37731 6.77 7.46629 4.11638 4.32281 4.24785
threshold=9.4507625164000029 32.785955158400007 7.943800736700001 34.542090938800008 51.067537391750008 8.0437227585500022 0.68694500000000025 20.394952307700002 19.974953289850003 20.674951653000004 113.85351336640001 86.530713386650021 0.11614000000000002 22.614947116400003 5.7587983756000005 13.5538556217 0.090865000000000015 330.71431012540006 109.87728379140002 16.375382608200002 100.60547560250002 39.283112803100003 0.25847000000000003 0.091975000000000015 0.087265000000000023 2.6720444286000005 42.280042771400005 296.01432942755008 -0.15684499999999998 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -3 7 8 17 -9 -11 12 19 14 15 -13 -17 22 -19 -12 -21 -22 27 24 25 -23 -27 29 -29 -5
right_child=1 3 -4 4 -6 -7 -8 9 -10 10 11 13 -14 -15 -16 16 -18 18 -20 20 21 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.094495511140846186 -0.11259812718640586 -0.033538992232360058 0.020618145060161346 -0.040878265497942434 -0.098311242245916905 0.087547577375251082 0.064474516301646967 0.090486179715419154 -0.18816863001332562 -0.13389664533074039 -0.074962338639643633 0.035223748932058374 -0.086981035131730555 0.069951981624499948 0.055347190769402727 -0.21832100524752104 -0.029817297304562736 -0.10860688775666111 0.073745419227241635 0.048443822767765453 -0.12095224716118952 0.08492775218305372 -0.13443429258269965 0.045630073422400955 -0.1501490503223824 0.022343300060373734 -0.15551907891544198 0.1074991483539765 -0.0053717740419105958 0.0029874736331936681
leaf_weight=6.1453969217836848 4.7430331073701373 3.3496204502880564 2.9744261987507343 26.282457469031215 3.6616421081125727 8.2439250089228135 7.6818600017577401 11.229259043931959 3.4504707455635062 5.3827581107616416 6.5228777714073649 8.6632473096251505 9.2246937155723554 23.711409129202366 16.468455798923969 3.8264651671051961 4.2826345339417458 9.0293594934046251 2.66243434511125 25.966837994754314 6.813680760562419 7.3427314013242784 2.5753472801297894 20.344183161854744 3.9148567430675021 6.6579727940261346 3.6561885923147202 7.0571539551019669 6.535424552857874 137.92922853864729
leaf_count=183 134 45 14 258 43 32 36 36 27 34 40 32 60 83 54 28 19 108 21 90 54 23 29 87 35 28 35 23 73 1136
internal_value=-0.00033573 0.00114728 -0.0612545 0.00240643 0.000838532 0.0525631 0.0018272 0.000488654 -0.00878973 0.0115498 0.00574802 0.0108477 -0.00346392 0.0335755 0.00762739 -0.0392278 -0.118767 -0.00556727 -0.0670819 0.00602176 0.0130937 -0.00574353 -0.00158003 0.0129843 -0.0178037 0.0115397 -0.0407058 0.000344254 0.0532299 -0.00403334
internal_weight=396.33 390.185 7.71746 382.467 370.874 11.5935 367.212 359.53 195.522 164.008 152.779 147.396 90.444 56.9522 33.2408 16.7723 8.1091 192.071 11.6918 81.2193 74.6965 48.7296 180.38 41.9159 21.5717 17.6569 10.3142 177.804 13.5926 164.212
internal_count=2900 2717 148 2569 2492 77 2449 2413 1675 738 702 668 452 216 133 79 47 1648 129 392 352 262 1519 208 121 86 63 1490 96 1394
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=7 17 20 8 21 7 7 2 13 6 12 12 18 22 22 6 5 3 7 0 22 23 21 17 19 23 23 16 0 13
split_gain=5.29394 3.61551 2.6533 2.95983 2.73231 4.75074 5.94483 5.43049 5.28253 4.2001 3.89773 3.80196 3.75299 3.55089 6.34964 4.74622 4.89428 4.39169 6.01736 7.38724 7.231 4.5622 8.57976 4.27253 3.63754 4.08206 4.7204 5.17721 5.43507 7.61181
threshold=29.973557588500004 157.96759137085004 32.785955158400007 7.943800736700001 2.9845679401500003 25.027970878050002 25.256598800350002 283.48757570455001 95.99139754765001 18.255426535100003 58.770113158150004 82.846568806150017 15.793187706400001 -0.079824999999999993 -0.082314999999999985 11.995280267800002 2.7861270712500006 108.3367972827 19.468732114900003 85.716110573100011 -0.088099999999999998 -0.22588499999999997 12.807136552050002 237.45530840880002 14.351157895250003 -0.22831499999999999 -0.17732499999999998 13.534968349350001 93.679323555450011 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 -1 3 -3 5 12 -7 8 -8 10 -6 -12 -4 14 15 16 -13 18 -17 20 -20 22 -21 24 25 -15 -27 -28 29 -29
right_child=-2 2 4 -5 9 6 7 -9 -10 -11 11 13 -14 23 -16 17 -18 -19 19 21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.094192286647305334 -0.1089415885401081 -0.11169223222228773 0.021445222882918526 0.018721540562100285 0.12700524412300584 -0.16010888332419454 -0.11174955953571289 -0.13267341230488691 0.027055411638254978 -0.099734859040487123 -0.11761041187166742 0.045286609670950828 0.11093739361784039 -0.095589944715258002 -0.1237991565674163 0.09598954786696097 -0.062582319549121829 -0.098968599220533554 -0.12611112338675612 -0.16552439812411393 0.037862360156340036 0.018297133467847372 0.060414256203352112 0.11344809894522385 0.035124948898458096 0.11110618469591654 -0.098843921741058091 -0.14165758909591314 0.031851211746526407 -5.9152113640692443e-05
leaf_weight=3.9536431971937409 4.4346182979643336 4.2447513304650775 90.574621250852942 2.9495480135083199 2.346380576491355 2.7241681125015047 3.1319069433957401 2.9955007601529351 22.010632298886776 4.4094813559204331 2.8359019607305518 5.1148559674620655 4.9417235236614934 4.6437761094421139 4.8698254749178878 7.0123498681932679 23.678701536729932 4.0962058771401635 8.226650891825555 3.8594718128442613 3.9955606423318377 72.968458479270353 2.9772381782531738 4.0654519684612742 34.193451628088951 3.7020470686256877 5.3684909436851731 5.0568617656827 29.578483873978257 15.230678297579287
leaf_count=86 165 132 468 14 5 25 84 44 126 74 21 52 23 53 39 30 304 52 87 41 22 375 13 13 146 12 92 64 160 78
internal_value=-0.000304214 0.00094467 0.00192983 -0.0582247 0.00308509 0.0150543 -0.0190547 -0.00539859 0.00976502 -0.00300868 -0.00125939 -0.00250572 0.0260753 -0.00113786 -0.0116627 -0.00752344 -0.0434206 0.00249836 0.00669495 -0.000109167 -0.0725066 0.0109785 -0.067133 0.013 0.00882332 -0.00532167 0.00179081 -0.00553596 0.00450942 -0.0353539
internal_weight=390.191 385.757 381.803 7.1943 374.609 126.379 30.8622 28.138 25.1425 248.23 243.821 241.474 95.5163 238.639 136.799 131.929 28.7936 103.136 99.0397 92.0274 12.2222 79.8052 6.83671 101.839 97.7738 63.5803 58.9366 55.2345 49.866 20.2875
internal_count=2900 2735 2649 146 2503 770 279 254 210 1733 1659 1654 491 1633 1015 976 356 620 568 538 109 429 54 618 605 459 406 394 302 142
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=7 17 9 15 3 0 10 18 16 4 7 0 3 4 13 21 7 22 6 20 5 0 0 0 10 17 21 6 13 22
split_gain=4.75028 3.10066 2.55772 5.01213 5.85756 4.40257 3.85838 3.50899 4.78198 5.45778 3.90424 3.90339 6.23454 2.8207 3.19205 2.74231 4.05758 2.51538 2.46691 6.85309 3.43669 8.24868 5.76313 4.37716 7.00521 10.5945 6.05779 4.46222 4.86281 7.57578
threshold=29.973557588500004 157.96759137085004 37.256168974800005 21.073645951400003 66.676450093250011 116.05267211710002 88.436830201100022 17.248993197150003 11.934972090850001 402.10236428955005 26.752366550650006 105.70748523110002 76.884525614550014 371.16724128940001 95.99139754765001 20.770927814650005 23.875242364300004 0.06041500000000001 10.715250360100002 47.833738492450003 13.999568943650003 98.851916998450022 101.47316367565001 96.055920542800024 70.284360904350009 191.40027208745002 3.2025200283000004 16.455384477450004 117.64961624655002 -0.048664999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 -4 11 12 -10 14 -9 16 -6 -12 19 -14 -20 23 -23 24 27 26 -26 -22 29 -29
right_child=-2 2 5 -5 15 -7 -8 13 10 -11 17 -13 18 -15 -16 -17 -18 -19 20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.08966079713937096 -0.10818851016654402 -0.11587027118612181 -0.1175688922590018 -0.12656935186242052 0.073489122023209411 0.1202614166671794 -0.10897750715264765 -0.01960618193844138 -0.13957927184631055 0.036376093659952452 -0.11727382378493784 0.097108278159028061 -0.10576565935225685 -0.015835766334893663 0.094330281138841302 0.11910580769162459 -0.071668232181113914 0.020409160650937966 0.066764037289461564 0.045793994443505993 0.021413741108952954 -0.12216611988299163 0.07211684897429306 0.041041359043389181 0.10927626260446698 -0.11760260286434324 -0.038210008385822697 -0.0042178585878987788 0.021365516472387186 -0.086119784556079701
leaf_weight=3.748971357010304 4.0391183579340568 3.5566388694569495 6.8590798079967481 4.4830160513520232 3.9258834514766914 3.206234158948063 3.0749631430953732 3.1791266649961498 3.0174762476235619 3.4670090824365616 4.3282455727457991 4.5157141089439383 6.8088364880532009 5.5246609188616267 10.854052349925039 2.718467116355896 3.7796970866620541 1.9135602023452518 9.2216254472732526 5.310281177982688 122.19391465932131 7.9913729075342399 1.8874375596642492 34.92327332124114 4.4632401764392871 11.442123483866451 7.4060123711824417 44.620197363197789 36.536115624010563 15.1210502870381
leaf_count=86 165 97 144 83 23 21 93 38 39 16 54 19 93 39 39 7 88 19 43 23 557 91 12 159 13 127 65 283 211 153
internal_value=-0.000313471 0.000832924 0.00173442 -0.0345603 -0.00505683 0.003607 0.00255241 0.00352785 0.0011032 -0.0658815 0.0032533 0.00480292 0.00346241 0.0446904 0.0685187 0.0327522 0.00228737 -0.0750641 0.00486412 -0.0393562 0.00667582 0.00474232 -0.0850466 0.00794792 0.00316788 -0.048941 0.0172498 0.00872801 -0.00737256 -0.024948
internal_weight=384.117 380.078 376.329 18.4637 13.9807 357.866 354.659 351.584 332.027 10.3261 321.7 315.459 310.943 19.5578 14.0332 10.424 7.70558 6.24181 307.925 12.1191 295.806 286.585 9.87881 276.706 241.783 23.3114 11.8693 218.471 96.2774 59.7412
internal_count=2900 2735 2649 298 215 2351 2330 2237 2121 160 1961 1888 1869 116 77 118 111 73 1830 116 1714 1671 103 1568 1409 205 78 1204 647 436
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=13 10 7 3 21 13 3 17 16 19 5 16 20 13 0 16 16 7 13 22 16 20 7 13 22 7 20 21 20 18
split_gain=4.37632 2.60051 2.6523 4.80779 3.55632 2.42821 8.41459 7.11495 5.62301 11.3576 5.47227 5.54211 5.13774 9.24284 8.67151 8.03627 4.8205 5.01436 6.40572 4.80488 8.61552 4.78462 6.27068 6.10101 5.71724 7.68015 6.79516 6.64611 4.73321 4.42842
threshold=73.376087754350024 54.884872733100003 19.041006859700005 103.44111502715002 12.567475366050003 109.34496908160001 84.146051024900018 191.19232825540004 19.214955067100004 13.751109481500002 19.915533535850003 18.884955838800003 38.592454371550012 112.82921081865001 90.337570099350003 21.979948601300006 18.764956119400004 24.052187734100006 104.27722550570002 0.06041500000000001 12.594970547500003 41.941595803500007 22.426784932800004 117.38883580790001 -0.069554999999999992 22.862300195000003 41.261521012900012 7.7850244945500009 38.703421923500009 12.993406580100002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 16 -8 10 -10 -7 -12 -11 -14 15 -15 17 -4 19 28 -21 23 -23 -17 25 26 29 -27 -19 -25
right_child=1 2 3 -5 -6 8 7 -9 9 12 11 -13 13 14 -16 21 -18 18 -20 20 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.11429357725663497 -0.10552614134894092 0.074269534359913 0.039068533229005942 -0.10433115273348109 -0.04739099970571381 0.096024771058653841 -0.019375655736880663 -0.11374176465034996 -0.14806425807272663 0.044682231077301744 -0.1207684382641655 0.082144702993996108 -0.13209844460092759 -0.12807308654198918 0.079660373478340832 0.098524243934550837 0.079320811227097429 -0.082220937548630454 -0.086860928223027975 -0.09477988315042235 0.073037782480526448 -0.12206505676490038 -0.0093549918014900844 -0.11901580046985179 0.03945137631130205 -0.15237809444838915 0.090058027123313192 -0.0043352492442656817 -0.0044324946414406041 0.031673285690690417
leaf_weight=3.3395569976419202 2.2908201664686194 10.08875075355172 24.605905755423009 4.3861563429236403 3.1538093499839297 13.053842276334764 24.121134550310671 11.947270720265804 4.8409638702869406 30.219919249415398 2.8140813112258902 2.5801777243614197 5.1610974743962279 5.022235967218875 13.710365250706671 8.4937213808298093 8.0097127705812436 9.2446694923564774 10.112051127478479 3.7922506788745549 15.825669810175894 5.496607393026351 48.411425910890102 3.8713942319154757 27.849758852273226 6.5667906589806062 7.5314877554774284 5.6342592686414719 50.834216283634305 3.9299512542784214
leaf_count=145 91 60 155 86 23 39 260 159 35 115 42 8 37 29 46 29 27 194 103 81 91 41 263 24 114 47 21 26 491 18
internal_value=-0.000326899 0.000691832 0.00134715 -0.000278201 0.0452952 0.00101221 -0.00818295 -0.0506334 0.00847868 0.00299508 0.0610138 -0.0237112 0.00724916 -0.000735249 0.00423097 -0.00419004 0.0043237 -0.000926546 -0.0118844 -0.0023713 0.0405977 0.00109219 -0.0208472 0.0196075 0.00750472 -0.0248084 0.0223043 -0.0840142 -0.0164022 -0.0431057
internal_weight=376.94 373.6 371.31 358.067 13.2426 353.681 158.493 36.0684 195.188 176.74 18.4481 5.39426 171.899 141.679 136.518 122.808 122.424 114.415 89.8089 79.6968 19.6179 117.785 53.908 63.8774 55.3836 27.5339 15.3328 12.201 60.0789 7.80135
internal_count=2900 2755 2664 2581 83 2495 1561 419 934 845 89 50 810 695 658 612 1142 1115 960 857 172 583 304 279 250 136 63 73 685 42
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=7 17 20 15 2 20 16 15 23 12 23 23 19 23 23 20 0 23 13 13 16 19 20 17 0 9 19 19 0 10
split_gain=4.03255 2.52022 2.24495 2.50275 2.53347 2.18373 2.69963 2.0326 2.06992 4.62175 2.75897 5.20415 4.49834 3.54536 5.16269 4.98202 5.88291 4.46284 5.20211 4.48445 3.38672 4.93008 4.0007 3.72954 6.86361 4.19825 3.21215 3.19143 3.16414 10.6778
threshold=29.973557588500004 157.96759137085004 32.785955158400007 36.282341310300005 58.396949525950006 51.779769178100004 8.7049796440000016 51.067537391750008 -0.27223499999999995 197.53682473415003 -0.21013499999999999 -0.22831499999999999 10.250827068050002 1.0000000180025095e-35 -0.093074999999999991 41.468518788800004 105.70748523110002 0.079785000000000009 95.99139754765001 96.429616222950017 13.534968349350001 11.750948102400001 34.997818021800008 239.21206428850002 98.851916998450022 192.53043113735001 13.351077205700003 12.451004585100002 96.055920542800024 71.090898343450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 8 9 -4 11 -10 -12 14 15 26 -17 -15 27 -20 -21 -22 -23 24 28 -26 -14 -19 29 -24
right_child=-2 2 5 -5 -6 6 -8 -9 10 -11 12 -13 13 17 -16 16 -18 18 19 20 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.084533089604165168 -0.10729395408268966 0.046715047622785187 -0.11245868315850514 0.073429418889026335 -0.12333396476200752 0.082641513987038118 -0.11411903388307065 -0.069535413183814093 0.0093427003026587945 0.018627606845356044 -0.11397173944094284 0.099441375998863213 -0.020480534834516621 0.046428462355466826 -0.07682555287962492 -0.096435305299760271 0.081903077909599303 -0.11783348106704597 0.12642120775936125 -0.079555592069338807 0.092792760197115604 0.071655936699650688 0.0044368689323406969 0.10351005919574281 0.038326238830751744 -0.093631888206835934 0.094087965399758264 0.020578723151702106 0.035882428164413317 -0.12254180268771311
leaf_weight=3.4345705201849333 3.4889587191864839 1.1140430644154538 4.7738889753818494 1.1948764473199842 4.1024612262845039 0.89592025335878034 3.1455775005742908 3.777283899486064 24.38244647718966 6.1604547221213579 3.2733350433409205 8.6976576242595893 3.8739108964800852 26.756571804173291 12.773652227595447 6.855841249227522 2.5331456884741783 5.5480416007339945 3.0565216168761244 4.6964696384966365 6.3949722405523053 8.3396729752421361 158.91877466440201 3.4932784661650649 3.0364307966083279 11.705150779336689 6.6446690410375595 2.3806706462055445 27.305263491347432 6.9104757104068986
leaf_count=86 165 5 81 4 137 6 81 44 169 46 99 35 38 169 123 94 15 133 9 55 24 41 808 11 17 115 22 22 139 107
internal_value=-0.000294232 0.000725271 0.00153253 -0.0571158 -0.0870181 0.00258778 -0.0705011 0.00342626 0.00421705 -0.0386041 0.00560405 0.0330321 0.00262431 0.00389133 -0.0272074 0.00462994 -0.0483197 0.00767601 0.00338757 0.00608842 0.00449484 0.00624068 0.00372144 0.00104106 -0.000680894 -0.0664515 0.0518933 -0.0762739 0.00433925 -0.000854616
internal_weight=369.665 366.176 362.741 6.41138 5.2165 356.33 4.0415 352.289 348.511 10.9343 337.577 33.0801 304.497 301.224 32.6812 19.9076 9.38899 268.542 241.786 233.857 230.8 226.104 219.709 211.369 207.876 14.7416 10.5186 7.92871 193.135 165.829
internal_count=2900 2735 2649 146 142 2503 87 2416 2372 127 2245 204 2041 1942 292 169 109 1650 1481 1326 1317 1262 1238 1197 1186 132 60 155 1054 915
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=7 9 21 22 18 12 15 7 15 6 0 16 23 19 0 18 0 6 5 9 10 0 2 23 19 6 5 20 5 10
split_gain=3.62356 2.28829 2.45227 2.49662 2.00064 4.2802 3.71216 3.2773 2.97833 5.13113 3.99517 4.71982 3.56924 3.24248 4.99528 4.34852 4.59145 4.40556 6.4934 6.37131 4.4904 4.35509 5.66579 5.02452 5.45727 4.84995 11.2049 10.0774 4.84722 5.30902
threshold=29.973557588500004 28.686210334850006 21.991168361800003 0.68694500000000025 17.248993197150003 172.01106897260004 15.867801003350001 26.752366550650006 17.183237161800005 5.0951190466500007 105.70748523110002 13.894967507500002 -0.15684499999999998 11.850956171350001 98.851916998450022 15.312071772700003 96.249489528150022 14.815346158200002 18.483418961650003 203.83507631320003 68.961639504150014 86.530713386650021 317.41815758785003 0.12064000000000002 13.251069136700002 16.455384477450004 22.443872254700004 40.823855932350007 29.040033326300005 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=1 2 3 -1 6 -6 -3 8 -8 -10 11 12 -11 -13 15 17 -17 19 -19 -15 21 22 23 24 -20 -23 27 -27 29 -26
right_child=-2 4 -4 -5 5 -7 7 -9 9 10 -12 13 -14 14 -16 16 -18 18 20 -21 -22 25 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.11307219158953141 -0.10666689471375357 -0.05564095728304589 0.065323997977320025 0.082155409353575112 -0.11955667410215731 0.03997213344041603 0.061390325410035834 -0.072611814669814354 -0.11289064064341113 0.0037961579433905923 0.10766786376564175 0.078166192904357751 -0.13373647210546452 -0.0016419891407204715 -0.057267231785811196 -0.044897830057466309 0.065921824128868434 0.065842618964379929 -0.097500391362180583 -0.081537325434161034 -0.08546630648860977 0.03937295396981462 -0.1377382849832304 -0.080118661954338616 -0.090783425280508465 -0.0027686390373219839 0.084936942686649072 -0.21497895771659536 0.06682028457656812 0.0068343415103554314
leaf_weight=4.7434248467907301 3.1745552690699688 11.710301144979892 1.3272014781832693 0.75999337621033181 1.8099097926169658 23.769226322881877 8.5216709673404676 5.8262933958321801 3.8748351382091633 3.2741018384695053 3.5979096740484229 5.7347345706075421 4.4538606759160748 32.051428586244583 13.445609224960206 4.5965988878160742 20.030814118683338 17.493687734007835 5.1350067341700187 14.495315458625553 5.68197370879352 51.783962056040764 3.2459273245185605 7.9171801619231692 6.0381901403889051 5.1987780034542066 5.6638221219182006 3.9289846643805504 12.302211897447703 72.053394988179207
leaf_count=140 165 208 7 5 53 212 66 81 111 27 15 30 61 215 131 43 89 61 136 119 41 208 37 55 78 23 17 30 76 360
internal_value=-0.000296105 0.000640682 -0.0566879 -0.0861123 0.00174801 0.0286843 -0.000352262 0.00169438 0.00308859 0.00144345 0.0029295 0.00165002 -0.0754681 0.00372802 0.00220921 0.00519742 0.0452378 0.00113926 0.00769365 -0.0265225 0.00200914 0.00487773 -0.00764594 -0.00356391 0.00278075 0.0249478 -0.0255534 -0.0941132 0.00847743 -0.00071365
internal_weight=363.641 360.466 6.83062 5.50342 353.636 25.5791 328.057 316.346 310.52 301.998 298.123 294.526 7.72796 286.798 281.063 267.617 24.6274 242.99 196.443 46.5467 178.949 173.267 106.692 103.446 95.5288 66.5755 14.7916 9.12776 90.3938 78.0916
internal_count=2900 2735 152 145 2583 265 2318 2110 2029 1963 1852 1837 88 1749 1719 1588 132 1456 1122 334 1061 1020 742 705 650 278 70 53 514 438
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=7 22 23 17 17 12 15 22 9 18 12 20 16 0 3 23 7 3 20 8 3 16 17 2 22 23 8 20 16 0
split_gain=3.2584 2.02531 10.3614 5.84707 5.68524 4.68726 5.26455 4.02114 4.80968 4.37962 7.12972 5.6421 5.55294 4.28054 6.68013 3.41302 3.19611 3.82673 2.69563 8.61807 6.15558 5.85085 5.5693 3.60146 3.31491 6.67797 5.65499 4.44095 4.79219 5.08118
threshold=29.973557588500004 -0.24103499999999997 0.091705000000000023 195.76335783930003 203.77077094980004 209.21482242480002 31.768637582200004 -0.15895000000000001 40.406378633400003 14.708525021850003 325.25099387990002 41.21013581150001 13.624968138900002 110.50907145210002 66.676450093250011 0.093925000000000022 24.639960683050003 81.430708313150021 44.921040431000009 4.9461400813500012 73.962171626800014 12.644970430600003 175.17291212335002 95.580212559300023 -0.033594999999999993 0.11614000000000002 8.8430989333000021 41.495754733000005 22.534947303500005 93.262612545250008
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -5 6 16 9 13 10 11 -3 -13 -9 -15 -4 -1 -18 19 -10 -20 -21 -23 -22 25 -24 27 28 29 -26
right_child=-2 7 3 4 -6 -7 -8 8 18 -11 -12 12 -14 14 -16 -17 17 -19 20 21 23 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.13011989349734349 -0.10609107307862145 -0.094246286714239624 0.12683775245754284 -0.17136355617070642 0.018265724299957719 -0.13364192909372466 0.064886517975077815 -0.11810861822391777 -0.094767403812277828 0.086062245355308292 -0.14623489483277741 -0.062695615279701716 0.075045242104901877 -0.11379096146843425 0.10190663052550596 0.027404786411017387 -0.12086753089692992 0.094250370765910682 0.13246698572980095 -0.096474539632625617 0.11408084923438595 0.078070050047033768 -0.00036162792423728463 -0.057286323782621495 -0.050904400081921965 -0.085022685801226724 -0.073244556564337079 -0.0087786148731052345 0.087392920705662458 0.043366598240981019
leaf_weight=4.890680471435191 2.8872543573379508 3.1759370910003843 4.5678312750533285 2.6428634272888294 3.9350776886567473 7.8244767906144252 3.7073913030326358 6.4392300955951196 9.2465414674952608 11.388049314729868 2.577928762882947 3.5920119807124165 15.80502434261143 2.7091369861736894 3.0547931808978319 14.132217507809399 1.5116339018568399 1.8256856724619863 5.0340453386306745 5.7011643582954994 1.6335475239902733 10.267975656315683 135.34622786380351 4.9201371874660254 7.4374149516224852 10.005807541310785 6.0884447433054438 23.36154136992991 16.855564590543509 24.724624186754227
leaf_count=105 165 68 12 29 38 124 14 163 246 72 28 42 62 94 20 74 42 8 11 140 6 46 755 55 41 76 43 143 63 115
internal_value=-0.00028816 0.000573796 -0.0192389 0.0231684 -0.0579229 -0.0734888 -0.0340543 0.00345816 -0.000714126 0.0346115 0.0113151 0.029308 0.0495379 -0.0620741 0.000525402 0.0516931 -0.0786352 -0.00318696 0.00215893 -3.48419e-05 0.049306 0.00361816 0.0060559 -0.014572 0.00275217 -0.00618956 0.0193157 0.0271017 0.0442021 0.0215666
internal_weight=357.29 354.403 45.0379 25.278 6.57794 19.7599 11.9354 309.365 272.826 36.539 25.1509 22.573 19.397 12.2032 5.76393 18.7 8.228 3.33732 260.623 249.035 11.5877 239.789 234.088 6.55368 223.82 145.352 78.4676 72.3791 49.0176 32.162
internal_count=2900 2735 446 153 67 293 169 2289 2017 272 200 172 104 277 114 86 155 50 1740 1668 72 1422 1282 61 1236 831 405 362 219 156
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=7 9 21 22 20 23 8 20 15 19 15 18 12 6 6 17 6 21 20 10 7 16 15 20 6 16 9 22 0 13
split_gain=2.93139 1.85616 2.00302 2.08021 1.77557 2.42886 4.19792 2.04081 2.66126 2.47039 5.02927 2.14149 3.50368 3.41477 8.48014 7.52417 4.35317 3.96589 3.32146 4.04962 3.11128 4.15284 6.67719 3.09074 2.97786 2.76013 3.43252 2.61627 6.17475 3.19588
threshold=29.973557588500004 28.686210334850006 21.991168361800003 0.68694500000000025 32.785955158400007 0.088500000000000023 7.943800736700001 34.542090938800008 51.067537391750008 13.951125619400001 23.304416445750004 17.140917755100002 172.01106897260004 13.400313096150002 12.380289263450001 205.10400128480003 13.775321858200002 5.977284140550001 41.792045663550006 80.677940036650014 26.565321014450003 17.654958715000003 20.310401204950004 49.110028829250005 13.665319288000001 14.524966034300002 66.750324551100007 -0.15726999999999999 98.031937268650012 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 3 -1 5 6 -3 9 11 10 -6 13 -13 14 15 17 24 27 -19 23 -14 22 -22 -20 -15 26 -18 -9 -29 -30
right_child=-2 4 -4 -5 7 -7 -8 8 -10 -11 -12 12 20 16 -16 -17 25 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.11147735765356187 -0.10556238266902032 -0.10604967572003268 0.060523815411243513 0.074353739913174996 -0.12065029722317969 -0.15675360130925342 0.10427995151503285 0.079324926305090193 -0.090406410514873969 0.1064104630961035 0.070222250771571335 -0.11896614801304142 0.091911790311056549 -0.0032792840604272521 -0.11093694451477086 -0.11419818545082808 0.073140985188396498 -0.1136771844384747 -0.0090468756256858445 0.074800824741809144 0.030245566217515764 0.11931836099406493 -0.13373988582103952 -0.13006288169761071 0.096280634712705052 0.003090977544861232 -0.12670036253317871 -0.15044917148536024 -0.025697920942657455 0.086455523521003233
leaf_weight=4.0573328016325823 2.624914886429905 2.1090753600001331 1.202953442931175 0.70740472525358189 2.0740838218480331 1.6424490073695777 1.7250952478498218 9.1463801944628376 3.1534981951117507 4.1028924435377121 4.127707052975893 1.4958588611334587 7.5677133314311531 4.667210314422845 9.1022462686523777 5.6466200463473788 1.1533351764082898 3.3446258613839772 10.361537572927775 4.6766609316691747 10.335601105354728 3.0872641280293456 3.2681889552623025 2.6502726944163433 8.4315510392189008 222.05827429052442 3.3735263366252184 2.0347817363217464 4.3418117184191924 6.1250964887440205
leaf_count=140 165 92 7 5 41 40 7 47 43 13 20 48 34 36 111 83 6 54 112 36 123 9 38 52 31 1306 72 30 71 28
internal_value=-0.000282206 0.00051243 -0.0547775 -0.0838876 0.00147776 -0.0550036 -0.0114168 0.00239748 0.0010126 0.0462128 0.00638816 0.0019055 0.0295672 -0.000492291 -0.0223936 -0.00571695 0.00475541 0.00863487 -0.0222902 -0.00501024 0.0387261 0.0146118 -0.00915047 -0.0336957 0.0608065 0.00151513 -0.0757856 0.0386814 0.00894612 0.0399328
internal_weight=350.396 347.771 5.96769 4.76474 341.803 5.47662 3.83417 336.327 326.022 10.3047 6.20179 322.869 25.7546 297.114 57.43 48.3278 239.684 42.6812 21.0331 17.6885 24.2588 16.6911 13.6038 13.0118 13.0988 226.585 4.52686 21.6481 12.5017 10.4669
internal_count=2900 2735 152 145 2583 139 99 2444 2370 74 61 2327 252 2075 624 513 1451 430 254 200 204 170 161 164 67 1384 78 176 129 99
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=13 10 18 17 13 5 16 15 5 18 21 16 18 17 22 15 18 4 10 2 15 0 21 12 2 2 21 20 5 7
split_gain=3.04002 1.90682 2.85764 3.59483 1.82455 10.0755 2.93548 4.16855 4.19839 5.18728 3.43345 2.18928 7.98678 3.77518 3.56013 2.80995 2.6116 3.91287 3.40582 3.02003 5.01474 4.20357 2.87108 4.79401 4.76936 5.12922 4.43167 4.42208 4.39521 4.37535
threshold=73.376087754350024 54.884872733100003 11.257534840550003 161.95900874150001 119.04223755815001 30.133297129900004 22.724946859200003 45.49682449725001 24.301614351200005 13.278511569200001 6.5365111340500013 22.624947093000003 12.933745112000002 200.07083195085002 -0.088099999999999998 44.34858359035001 13.340835220050002 330.30235111835003 61.982402197500001 68.519383356500015 27.576031546750006 96.811377277450006 8.9353283289500016 200.90818438210002 125.31286365695001 131.42729508740004 10.738578069800001 49.275256100300005 3.0506950448000008 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 6 -6 7 11 -9 -10 -11 15 -13 14 -14 16 17 -5 -18 20 21 -20 24 28 29 -26 -25 -28 -24 -21
right_child=1 2 3 4 5 -7 -8 8 9 10 -12 12 13 -15 -16 -17 18 -19 19 22 -22 -23 23 26 25 -27 27 -29 -30 -31
leaf_value=-0.11426013579888039 -0.10421188029088338 0.099065476313684578 -0.091052292655171882 0.029078272496091497 -0.14213809981543815 0.072674760627454871 0.05499332372932423 -0.14821236865290499 -0.11784850708822359 -0.052782497587428603 0.063512978460650488 -0.099861742794529529 -0.046935763680811898 0.096984536763044304 0.03990711901842231 -0.10218872630825732 -0.13856125008023967 -0.078007233253899133 0.05303677190113143 -0.072769225315368641 -0.15052958548572928 -0.084610935587329517 0.083092467798050476 -0.096951438366448692 -0.13184369475552302 -0.00059604739973163922 0.032704515826973209 -0.093231742449602695 -0.070707169488458607 0.043783364938583924
leaf_weight=2.3242629612796 1.7305288026109327 2.9472595751285544 4.2654824201017609 47.465498730540276 4.7604432106018049 4.0334736704826355 10.334407340735195 3.2862856909632709 4.1335893962532273 4.3846102356910688 6.029989555478096 4.5999939218163481 5.9165215864777556 8.8204025700688344 23.353952631354336 2.6559725739061824 1.8617824874818314 3.676487309858202 4.8260353803634626 3.4903871202841392 3.5650292374193659 4.1063776975497603 2.0567986415699151 3.7428987566381684 3.0867236899211994 84.235104994848371 25.269638016819957 3.1340107433497897 19.233922461047769 41.706176697276533
leaf_count=145 91 13 92 298 60 18 43 28 66 33 29 25 30 33 90 22 14 37 22 33 26 39 15 52 39 781 175 87 199 265
internal_value=-0.000280311 0.000492702 0.0010241 0.000169285 0.00133508 -0.0436107 0.00255134 0.00082886 -0.0461272 -0.0230672 0.0145519 0.00365037 0.0246041 0.0396351 0.0223533 0.00013015 0.00121088 0.0213801 -0.00393849 -0.00267553 -0.0502606 -0.0102422 0.000522499 -0.0190449 0.00841295 -0.0052355 0.00533067 0.0188089 -0.0558493 0.0347824
internal_weight=345.034 342.71 340.979 338.032 333.767 8.79392 324.973 314.638 17.8345 14.5482 10.4146 296.804 42.6909 38.0909 29.2705 254.113 251.457 51.142 200.315 198.453 12.4974 8.93241 185.956 53.4373 132.518 87.3218 32.1465 28.4036 21.2907 45.1966
internal_count=2900 2755 2664 2651 2559 78 2481 2438 156 128 62 2282 178 153 120 2104 2082 335 1747 1733 87 61 1646 528 1118 820 314 262 214 298
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=7 22 23 17 17 12 15 22 9 18 14 20 13 20 0 3 23 7 3 22 20 8 3 16 17 15 22 23 8 20
split_gain=2.51452 1.70641 8.60083 4.56174 4.68636 3.97703 4.55941 3.47791 3.76461 3.47098 5.76917 4.42246 3.83421 4.28263 3.43384 5.39069 3.08956 2.71925 2.99717 2.50423 2.42014 6.73389 5.11904 4.74127 4.43118 2.98106 2.56449 5.20448 4.36032 3.59302
threshold=29.973557588500004 -0.24103499999999997 0.091705000000000023 195.76335783930003 203.77077094980004 209.21482242480002 31.768637582200004 -0.15895000000000001 40.406378633400003 14.708525021850003 395.69074682820002 41.21013581150001 99.739108181550009 46.177190236600005 110.50907145210002 66.676450093250011 0.093925000000000022 24.639960683050003 81.430708313150021 -0.59087999999999996 44.921040431000009 4.9461400813500012 73.962171626800014 12.644970430600003 175.17291212335002 27.008040895250005 -0.033594999999999993 0.11614000000000002 8.8430989333000021 41.495754733000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 16 -5 6 17 9 14 10 11 -3 13 -13 -9 -16 -4 -1 -19 -18 21 -10 -22 -23 -25 -24 27 -26 29 -28
right_child=-2 7 3 4 -6 -7 -8 8 20 -11 -12 12 -14 -15 15 -17 19 18 -20 -21 22 23 25 24 26 -27 28 -29 -30 -31
leaf_value=-0.12868662269547035 -0.10491617837550674 -0.087277322621248279 0.12200945504051015 -0.16131086037240094 0.016731254853256827 -0.13029809763875241 0.060060761342324014 -0.11555661810296047 -0.08947682686676911 0.080616415994327117 -0.1398717731080675 0.076718399496764372 0.070726037411044065 -0.12602741323994163 -0.11286657576899517 0.094208128451330128 0.059324968842668462 -0.11762696152395194 0.083705148189624323 -0.02793193669268388 0.12822561434086419 -0.092280135016670692 -0.079203629091510658 0.070811225689782625 -0.00079936848493360017 0.05879489393522308 0.039788210316794421 -0.076236189310450689 -0.065632443209748523 -0.0086646425225532474
leaf_weight=4.3547954438254255 2.2805182621814302 2.8850990273058477 4.1497530955821338 2.4337560981512061 3.7661529937759042 6.9315983871929339 3.5284598767757416 5.3530413089320046 8.2062772093340737 10.605195748619733 2.2684810757637015 1.8469859324395681 14.224961182102559 2.3900296930223703 2.3205587547272444 2.7433859221637249 7.993113430216912 1.3213304104283454 1.6789286658167837 5.5888058636337465 4.577989310026167 5.1404440980404607 3.1627383148297668 9.7447198480367643 132.77439005672932 3.0994604285806417 46.528175354003906 9.8221217263489944 5.9096401482820502 22.806283777579665
leaf_count=105 165 68 12 29 38 124 14 163 246 72 29 9 56 38 94 20 36 42 8 38 11 140 46 46 755 15 219 76 43 143
internal_value=-0.000263209 0.000442568 -0.018486 0.0206762 -0.0531587 -0.0710939 -0.0333873 0.00310849 -0.000804874 0.0330915 0.0117492 0.0278614 0.0458544 -0.0376471 -0.0597144 -0.000684104 0.0464927 -0.0782174 -0.00496261 0.0234197 0.00163248 -0.000447152 0.0478541 0.00269217 0.0048373 -0.0109016 0.00188607 -0.0059955 0.0168226 0.0238505
internal_weight=340.437 338.157 41.7467 23.9316 6.19991 17.8151 10.8835 296.41 262.189 34.2208 23.6156 21.3471 18.462 4.23702 10.417 5.06394 17.7317 7.35505 3.00026 13.5819 251.772 240.932 10.8402 232.726 227.585 6.2622 217.841 142.597 75.2441 69.3345
internal_count=2900 2735 446 153 67 293 169 2289 2017 272 200 171 103 47 277 114 86 155 50 74 1740 1668 72 1422 1282 61 1236 831 405 362
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=8 8 8 7 10 18 16 8 0 3 4 21 20 17 18 2 17 18 12 5 5 16 20 4 7 12 10 20 16 18
split_gain=2.11644 1.65368 4.94845 4.13122 3.76902 2.81461 2.33791 2.88704 2.3245 12.6097 3.93318 4.48822 4.06086 3.66066 3.62848 4.05573 4.49245 5.17565 3.02823 2.94056 3.86048 3.01637 2.52245 3.34051 5.04673 3.66515 4.47008 4.26689 2.16155 2.48218
threshold=0.84933718570000016 9.5425530862500008 8.8430989333000021 21.725272673150005 62.55235532115001 11.639306137250001 22.724946859200003 8.7431769115000026 86.001087134900004 93.733092718100025 385.08236174150005 6.415941214150001 43.968221017800005 189.90635174060003 13.278511569200001 103.98563613345001 188.07781354100004 13.057710350500001 90.17221166855002 20.485565917300004 22.963361893800002 22.644947046300004 42.233786329550007 327.25961048935005 22.726915405250001 125.41921396985002 62.106071271500007 48.852845034800005 22.654947022900004 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 -4 -3 7 8 9 13 11 12 19 -2 15 -10 17 -17 -13 -11 -21 -22 -20 24 25 -24 27 -27 29 -16
right_child=1 3 4 -5 -6 -7 -8 -9 14 10 -12 18 -14 -15 28 16 -18 -19 22 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.088184054367684186 -0.24680395999396249 0.056512213073680186 -0.12754447035302588 0.091813487843704675 -0.018346823274703258 -0.10448077219460544 0.048954668683828702 0.053403265184728911 0.090939114265843543 0.071827545992910427 -0.12435062339066266 -0.20655827889971526 0.035412796902281642 -0.08286311997872825 -0.013934595701995787 0.024604546367579062 0.056538637949928743 -0.15603784932077511 0.068560878166176994 -0.21573856048032411 -0.10298337103205524 0.020093375637927496 0.079095365244073138 0.11949365262877934 -0.14744883773358358 -0.13538642273503748 0.10494148018659298 0.047675870103459084 0.046961964782781057 0.0083665716442623828
leaf_weight=2.715914659202098 2.7173020057380191 1.9179031848907451 5.1446896698325864 6.2147211581468582 8.1969307735562307 2.5033759046345949 10.147577427327631 9.8409492392092925 9.3584278747439402 1.2981977090239549 2.5797609388828269 0.54647876322269695 5.2370745902881017 2.7308309227228165 108.45976894395426 3.5598989147692901 7.9643452614545822 2.8605937846004963 10.998001281172039 1.9251607786864031 5.6015130095183832 3.0896028093993664 5.2084769345819968 2.3026226796209803 2.2640166059136382 3.7838747538626194 1.854375150054693 1.918971190229058 8.8001774996519071 92.451055540237576
leaf_count=142 25 7 48 23 43 37 45 44 32 5 43 6 28 23 751 25 31 25 57 21 168 21 19 8 26 86 7 8 41 1055
internal_value=-0.000266954 0.000453385 -0.000832622 0.0392465 -0.0604548 -0.0346438 0.00175423 0.000143446 -0.00167954 -0.0203655 -0.00419594 0.00253839 -0.0379795 -0.16463 0.00264719 0.0396984 0.0063624 -0.0558791 0.0266042 -0.0702395 -0.087612 -0.0592308 0.0311018 0.0073327 -0.00985089 0.0145523 -0.0299311 -0.0737871 -0.00154771 -0.0036725
internal_weight=334.193 331.477 320.841 10.636 13.3416 4.42128 307.499 297.351 287.511 54.0563 48.6081 46.0284 17.1515 5.44813 233.454 23.7433 14.3848 6.42049 28.8768 11.9145 10.6163 8.69112 28.3303 17.3323 15.0297 12.7657 7.55722 5.70285 209.711 200.911
internal_count=2900 2758 2691 67 91 44 2600 2555 2511 551 503 460 243 48 1960 113 81 50 217 215 210 189 211 154 146 120 101 94 1847 1806
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=7 17 12 12 7 9 20 21 20 15 20 22 23 2 15 5 15 17 12 23 22 16 20 20 23 22 6 23 18 0
split_gain=2.21552 1.43115 1.65131 2.05391 2.92966 4.17275 4.39682 5.77053 2.02173 2.85576 2.22335 2.27161 6.79549 4.16201 3.1555 4.17763 4.06734 2.69444 4.9957 2.52694 4.96433 3.77436 3.46061 5.18377 8.15126 3.38497 4.50763 5.23341 4.32938 3.33332
threshold=29.973557588500004 157.96759137085004 58.770113158150004 88.918697887850016 24.005763052250003 201.2906445504 38.052786106700005 3.2821610579500002 32.785955158400007 36.282341310300005 34.542090938800008 -0.24103499999999997 0.083905000000000021 127.74713841330002 46.810838056050009 25.763052016400003 51.067537391750008 195.76335783930003 195.51336019310003 0.088165000000000021 0.20327000000000003 22.634947069650003 42.178283198950005 43.673409002000007 0.11467000000000002 0.15675000000000003 14.755344756250002 0.09254500000000003 12.918470885650002 85.694602908050015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 9 -5 -10 12 13 -12 19 -16 -17 -14 -19 21 22 -13 25 24 29 26 27 -21 -28 -24
right_child=-2 2 3 8 -6 -7 7 -9 10 -11 11 14 17 -15 15 16 -18 18 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.074483820096748699 -0.10437366999066633 0.075487245597413211 0.025493634668232054 -0.1238801898440981 -0.12141587999045809 0.069024630675951035 -0.02339466787449555 -0.22447125967706438 0.053582856236592181 0.067747094983299325 0.020790782150052402 0.0091148558130203401 0.029593742447609223 -0.12794300663709246 -0.11181183059118201 0.091875354572418522 -0.082650634046942451 -0.1402894669992121 0.017705110145175888 0.024975493144179226 0.05969438854915942 0.054619556554914253 0.0013206194849946608 0.038375584799430137 0.049290133948704233 -0.090209702301847758 -0.068081329729468551 -0.080212983294096304 0.030388219823077534 -0.12565202359623831
leaf_weight=2.5325314518995574 2.0307418438605955 2.9478105250746003 4.5756909623742121 2.7585218418389554 3.0781812835484734 4.2812415771186343 3.5150214713066816 2.4028850179165602 8.494939854834227 1.0830196589231489 2.4970782445743662 115.17316696234047 16.418015523813668 7.6308236252516508 5.2548271026462299 2.9717174619436264 2.4250101391226053 3.1309097493067366 5.5469338321126997 8.157156106084587 10.997761425562201 21.654782576486468 2.4863988878205481 5.9653967409394673 4.5144477235153309 3.9526050910353652 4.9521006103605023 11.257339986972509 45.393250038847327 12.273566439747809
leaf_count=86 165 11 26 135 36 19 21 23 69 4 26 994 100 168 59 11 36 39 48 65 63 90 21 45 29 24 35 144 199 109
internal_value=-0.000244825 0.000399232 0.000981335 0.000301037 -0.0326661 -0.0141761 -0.0481208 -0.105039 0.00223082 -0.069856 0.00315038 0.00168646 -0.0221313 -0.091272 0.00494542 -0.0483453 0.0134524 0.00577171 -0.0392983 0.00724558 -0.00404285 0.0163166 -0.0111267 -0.0430856 -0.0682977 -0.00018375 0.00491714 -0.0360172 0.0207025 -0.104263
internal_weight=330.354 328.323 325.791 322.843 17.853 14.7748 10.4936 5.91791 304.99 3.84154 301.148 292.653 35.2238 10.1279 257.43 10.6516 5.39673 25.0959 8.67784 246.778 109.95 136.828 98.9523 25.2398 19.2744 73.7125 69.7598 19.4145 50.3454 14.76
internal_count=2900 2735 2649 2638 125 89 70 44 2513 139 2374 2305 381 194 1924 106 47 187 87 1818 734 1084 671 204 159 467 443 209 234 130
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=19 0 22 9 21 20 5 20 18 9 14 3 16 9 8 9 21 0 22 21 22 8 9 21 17 16 21 21 3 16
split_gain=1.86427 1.60407 1.4762 1.91481 2.22349 2.08904 5.03632 4.69377 5.68645 4.18322 6.3738 3.60707 3.94711 3.18052 3.87944 7.56075 4.26119 3.9402 3.69821 4.56683 3.91454 6.4715 4.40964 4.29535 3.36252 4.01269 3.06504 3.1899 2.97694 3.70361
threshold=9.4507625164000029 95.141844778450022 0.68694500000000025 28.686210334850006 21.991168361800003 43.19689381845 10.293758831600002 42.718072821900002 13.197799034350002 201.63419974125003 394.08259815765007 70.523633677900008 11.934972090850001 187.70546222865002 4.9461400813500012 60.983947735000008 5.2714636949000004 85.872041144650012 0.23643500000000003 0.25448588140000006 -0.062629999999999991 9.0429429770000009 215.80505313260002 14.866510415300002 203.08534335880003 17.654958715000003 6.655069997600001 6.415941214150001 93.620177476600006 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 -1 3 4 -2 6 -5 13 -9 -10 -11 -7 -13 14 15 -8 -16 -18 20 -20 22 23 -15 28 -24 -26 27 -14 29 -22
right_child=2 -3 -4 5 -6 11 7 8 9 10 -12 12 26 18 16 -17 17 -19 19 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.069065995991649171 -0.110142936726359 -0.11177242371835139 0.050052112622922078 -0.1089240932216054 0.055809753737778522 0.090513546382579704 0.081735722586934456 -0.16012428731570394 0.027641745572068117 -0.15048372893223902 0.041453090718751667 -0.080114430345496854 0.026714778878040819 -0.021816660857424244 0.090317934425058741 -0.091902031533181452 0.059797146248523537 -0.047070663618597276 0.015863946655928007 -0.12849223806487151 0.026542196393801794 -0.097868264180064737 0.068377424713841131 -0.073874671385286056 -0.12180420580310081 0.031844147330787893 -0.0040053560846712742 0.1237687653175948 -0.038304298710971643 0.090480969766219083
leaf_weight=0.60793684795498792 3.1307200929149976 2.5393002801574767 5.9016090203076592 4.4752713167108586 1.0879112519323824 5.9335657344199708 4.1666592610999924 3.7357464330270913 7.9684715103358013 4.5223254971206188 2.8022045902907848 4.6110591245815149 20.370078205130998 85.871850222349167 12.93488395214081 6.2983912630006671 7.4864563439041358 6.3989041186869144 3.8669117558747512 5.0581204481422901 45.747326638549566 4.5029417257755986 10.705739529803397 4.043901562690734 2.5188390770927063 5.2268456742167473 32.57612762786448 4.0617573112249366 5.4267664588987818 11.296358704566954
leaf_count=5 127 178 39 209 7 45 21 62 48 43 14 102 144 585 56 198 31 39 25 54 243 37 64 28 45 29 324 10 38 50
internal_value=-0.000248901 -0.0768407 0.000498021 -0.000425037 -0.0673466 0.000478069 -0.00381396 -0.0018587 -0.0495197 -0.0225014 -0.0770529 0.0160479 0.00887728 0.00223485 0.0288706 -0.0227682 0.0490197 0.0105484 -0.00315478 -0.0659476 4.14488e-05 0.018151 -0.0122865 0.0260054 0.0320664 -0.0181212 0.0160753 0.0428499 0.0324709 0.039204
internal_weight=325.875 3.14724 322.728 316.826 4.21863 312.608 245.055 240.58 19.0287 15.293 7.32453 67.5526 61.619 221.551 37.2853 10.4651 26.8202 13.8854 184.266 8.92503 175.341 71.0173 104.323 66.5144 18.4514 7.74568 57.008 24.4318 62.4705 57.0437
internal_count=2900 183 2717 2678 134 2544 1919 1710 167 105 57 625 580 1543 345 219 126 70 1198 79 1119 396 723 359 138 74 478 154 331 293
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=15 21 15 6 6 18 9 13 10 19 0 10 15 7 12 10 0 7 5 16 16 23 17 22 6 5 20 20 22 5
split_gain=1.68594 4.61665 2.73662 3.36777 2.64724 3.363 2.20918 4.11493 3.99299 3.92013 3.36842 7.94876 5.33115 3.10799 3.44045 2.9079 3.88348 4.7627 4.41504 4.23251 3.4874 5.33803 3.43995 3.24171 3.38072 6.61816 5.75437 4.73489 7.72369 4.72854
threshold=11.896459116400001 17.123843457500005 12.389956812050002 5.0951190466500007 2.7550643716500001 16.118666550000004 187.70546222865002 98.238948544700023 75.922057603850007 14.451165964200003 85.716110573100011 61.928633034850002 42.670190152050004 22.689595575850003 82.187369520450019 80.288113607700012 98.615332683000005 25.967949918250003 16.222050829800004 15.474963812800002 17.654958715000003 0.11467000000000002 181.27812760255003 0.25677000000000011 16.465384711100004 22.852794041600003 40.621691032550004 38.115457128050004 -0.033594999999999993 21.746930049350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 8 -8 9 -5 11 12 -9 -12 -15 16 18 -18 -16 -20 21 -19 -21 24 27 26 -26 28 -24 -28
right_child=2 -3 3 6 -6 -7 7 10 -10 -11 13 -13 -14 14 15 -17 17 20 19 22 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=-0.11027811835948809 0.08215214133904214 0.048133743223580848 0.10383851424555116 -0.0055983910049833387 -0.094987367049987337 -0.10675386299993367 -0.077721148963048423 -0.066153403807741137 0.066819727817005375 0.059477335824284765 0.046355087936947953 -0.12717052422777064 0.052426275359768973 -0.0868988271856138 0.069148872030897687 0.06790963652344674 -0.12889488811966493 -0.097652690993904556 -0.094691548375626655 0.07234877407962402 0.068006722747635681 0.090395222644354734 -0.092515876729144686 -0.090781196946651876 0.005796966316560976 0.029952253782691042 -0.19852358212527815 0.020732164870404312 0.040470294001613338 -0.056248296405349812
leaf_weight=4.5768501679413012 4.0913401325233272 3.0762617224827409 1.8396952622570082 51.907839940860868 6.4714795337058604 1.2900407854467628 7.1937536876648656 6.5906129106879261 13.022777780424802 11.265888351947067 15.495244808495043 6.8650174541398874 8.9267100561410171 4.4761428050696841 9.8454790208488685 6.4257828891277304 4.936677040532234 5.8699949923902732 4.5781026519834986 6.8077018633484832 3.7313593551516533 2.0321206673979759 10.288613963872196 3.8652933463454238 5.8326738066971329 10.822870939970015 4.2632327750325185 81.994215041399002 7.5883849598467341 5.1673504151403904
leaf_count=281 36 22 11 593 243 65 163 51 102 48 62 96 43 31 48 34 69 72 27 29 19 10 86 27 27 55 35 454 31 30
internal_value=-0.000229675 -0.0466025 0.000902421 -0.000171999 -0.0584712 0.0170348 0.00169509 -0.00331607 0.0164003 0.00600668 -0.000842673 -0.0375754 0.00206238 0.00339482 -0.000333933 0.00189231 -0.000638433 -0.0465947 0.00440283 -0.000111458 -0.0116706 -0.049294 0.00305766 -0.000575863 0.0021923 -0.0298636 -0.0722778 0.0105652 -0.0360662 -0.120566
internal_weight=321.14 7.65311 313.486 309.395 9.60122 3.12974 299.794 223.597 76.1965 63.1737 216.404 22.3823 15.5173 194.021 178.526 174.05 167.624 16.5702 151.054 141.208 11.6335 7.90212 136.63 129.823 125.957 26.0861 15.2633 99.8712 17.877 9.43058
internal_count=2900 303 2597 2561 319 76 2242 1499 743 641 1336 190 94 1146 1084 1053 1019 170 849 801 101 82 774 745 718 147 92 571 117 65
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=10 18 18 5 22 20 13 16 22 12 7 5 0 9 23 7 0 6 9 0 5 10 3 17 6 16 10 22 17 23
split_gain=1.54406 1.97768 1.92698 2.36325 3.1095 3.33666 2.22144 2.16077 3.60779 3.53284 2.1564 2.09364 1.8318 5.30672 3.45341 5.19601 2.27954 3.41433 5.96485 4.01214 3.54346 4.80181 9.12442 7.66302 3.40014 3.22269 3.54525 3.85253 3.11191 2.90963
threshold=90.988176966900014 16.751363923150002 17.248993197150003 11.848158554650002 -0.15726999999999999 47.833738492450003 87.122174175350011 9.744977212000002 -0.094344999999999998 288.67761128475007 26.752366550650006 13.264960807550002 98.615332683000005 186.98623176200002 0.10017000000000002 25.967949918250003 96.055920542800024 14.815346158200002 197.6620677562 93.063666643600016 18.483418961650003 66.697957758300021 89.227236891450005 188.84204146815003 15.025351064900002 18.324957148300005 74.986474174450009 -0.22089 188.07781354100004 0.096845000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 -4 -9 -10 11 -5 16 -14 -15 -16 17 18 -13 -20 24 22 -22 -23 -19 26 -18 -28 -21 -25
right_child=1 -3 7 10 6 -7 -8 8 9 -11 -12 12 13 14 15 -17 25 20 19 28 21 23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-0.12121134968667152 0.10844914358619635 -0.079926992136464592 0.085980628903865472 0.053141222978039963 0.0082428761707712545 0.054406091007365043 -0.10935406164693431 -0.082042578059017046 0.071181250722573405 -0.058642438435042368 -0.06685938220156773 0.0043120669831205605 0.051733332049062754 -0.11593937556028706 -0.12640634320094679 0.068883983489399073 -0.075997379662985087 0.079618621209142246 0.00058111418455432048 -0.0058491672430399108 0.094553082460785517 0.061810161557918519 -0.0015196766573712306 -0.14627388588780421 -0.019390912831080916 0.08488175852912215 -0.045713171533099985 0.055924175508013874 -0.14106284124058729 -0.027081389144357589
leaf_weight=1.4060661564581085 0.63995396252721448 4.3161732233129442 5.242651549633595 7.7294550184160462 2.1493227304890734 4.6922596525400877 6.3587395283393562 3.2304055509157488 8.2278143172152287 2.8126778388395914 4.6469224486500016 21.852994075976312 5.4208379499614265 6.6419022567570192 2.2791284117847681 3.3872193284332752 3.9984539961442414 11.268220521509649 4.5121376365423194 2.1559728831052771 10.636820808053015 3.7912575975060454 139.98269391572103 6.2091660499572736 5.0109372101724139 7.5525477528572074 5.1575082466006341 13.468475647270674 8.0852949209511262 3.0560722164809704
leaf_count=52 5 314 31 50 43 48 219 72 61 28 58 213 34 107 38 17 44 38 22 20 38 20 1005 53 29 26 37 54 107 17
internal_value=-0.000226397 -0.0556032 0.000656194 -0.0013807 -0.0405837 0.0139147 -0.0796465 0.0310789 0.0109098 0.0381073 0.000687659 0.00184082 0.000341486 -0.0307061 -0.0670143 -0.00966604 0.00257237 -0.00101563 -0.0288554 -0.0779836 0.00464752 0.0002221 0.00526503 -0.057953 0.0491422 0.0283212 0.00944003 0.0277809 -0.112598 -0.106959
internal_weight=315.92 4.95613 310.964 291.45 14.6064 6.09833 8.50806 19.5135 14.2709 11.0405 276.844 272.197 264.468 17.7291 12.3082 5.66635 246.739 216.562 36.6064 14.7534 179.955 163.676 150.62 13.0565 16.2792 30.177 22.6244 18.626 10.2413 9.26524
internal_count=2900 319 2581 2389 362 100 262 192 161 89 2027 1969 1919 196 162 55 1723 1562 362 149 1200 1133 1043 90 67 161 135 91 127 70
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=16 6 12 8 15 10 15 8 16 22 22 0 3 9 7 4 12 6 18 17 18 17 20 17 20 18 7 23 6 9
split_gain=1.5052 1.31862 1.6736 2.46399 3.9618 5.64851 4.83636 1.8296 2.01665 2.13273 4.69335 3.03637 9.04431 3.80822 7.62912 4.13649 3.84683 4.0997 2.9202 3.39076 6.70836 2.71814 2.51532 2.21479 2.10547 1.91296 5.02302 4.33015 4.05994 4.28177
threshold=7.4549825670500001 22.585527707250005 58.770113158150004 8.8430989333000021 31.198916099800005 62.55235532115001 42.670190152050004 8.7431769115000026 22.724946859200003 -0.59309999999999985 -0.5422499999999999 86.001087134900004 93.733092718100025 201.2906445504 22.726915405250001 375.86663358980007 90.17221166855002 16.950396043250006 13.278511569200001 188.16174763880002 13.057710350500001 189.90635174060003 38.175120519550006 198.80447714770006 36.735256530150004 14.732667293750003 25.113507579400004 0.09254500000000003 14.215332138950002 75.115715165350011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 -6 8 9 23 24 12 21 14 15 16 -14 22 19 20 -13 -12 -18 -4 -11 26 28 -27 29 -20
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 11 18 13 -15 -16 -17 17 -19 25 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.07377990228613078 0.079183397178750559 0.074591025568697442 0.061073686807035114 -0.13861584415208592 -0.15283060621509106 0.04475937396138327 0.009170363160251006 0.0441852062455673 0.046921714214160998 0.039847347321677593 -0.21911154521234219 0.053226320501228143 -0.16050384765234876 0.1073881467086832 -0.11733446264486974 -0.14028447007229114 -0.10910077407389662 -0.1058338170470694 -0.023491368175585867 0.07921931053124627 -0.11373422033885626 -0.075347737513927676 0.036129151454469863 -0.040067950721388586 -0.12136992309978108 0.022963756076446112 -0.13011839144406775 -0.02974345816803561 0.0039462986321924911 -0.14799762263135977
leaf_weight=2.7572044068947426 2.6367530059069386 2.3794156089425078 9.7605544785037619 3.1421531597152379 3.9654543381184322 7.702006034553051 3.4427182488143444 9.6783987730741483 8.845441021025179 0.97906751045957108 2.6567368917167178 7.5409392379224318 1.2506149113178278 2.6406444497406474 6.3199318293482056 1.9098592186346639 1.2493510264903367 2.4357940796762696 11.958745795767753 10.520727045834063 3.534456430003047 2.6043581236153841 26.235141456592828 2.7822286039590827 4.6932836920022964 65.40602645650506 3.3715234361588946 20.463777353987098 74.215828562155366 3.5916814864613107
leaf_count=183 10 8 61 41 41 38 26 49 40 14 25 40 20 10 70 32 44 133 164 38 28 23 176 48 73 742 27 263 382 51
internal_value=-0.000222495 0.000436173 -0.000141324 -0.000831854 -0.0364494 -0.015204 -0.0775457 0.00145206 -5.20842e-05 -0.00161342 -0.0036044 -0.00154651 -0.0243374 -0.00886901 -0.0166606 0.0025727 0.0113256 0.0185078 0.0038276 0.038564 -5.52755e-05 -0.147945 0.0295275 0.0386385 -0.0935433 -0.000363127 -0.0102891 0.010403 -0.00578848 -0.0522486
internal_weight=310.671 307.914 305.534 302.897 18.2523 15.1102 7.40817 284.645 274.967 266.121 253.578 247.906 47.3024 42.0413 39.4007 33.0808 31.1709 29.9203 200.604 21.5961 11.0754 5.2611 27.4845 12.5428 5.67235 179.008 93.1378 85.8698 89.7663 15.5504
internal_count=2900 2717 2709 2699 146 105 67 2553 2504 2464 2355 2268 533 485 475 405 373 353 1735 106 68 48 220 109 87 1629 624 1005 597 215
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=15 21 15 6 6 18 9 16 10 19 0 10 4 6 8 16 18 14 17 3 19 15 22 9 9 16 18 9 2 7
split_gain=1.37147 3.99555 2.08033 2.87447 2.67919 2.84084 1.64173 3.53176 3.15102 3.15344 2.65793 6.44312 4.15988 2.55011 3.0575 3.02367 3.08869 2.76827 6.5706 6.91785 2.62606 5.15902 3.85476 7.24097 5.93519 4.23046 5.30471 2.86773 2.84157 2.46452
threshold=11.896459116400001 17.123843457500005 12.389956812050002 4.9151148409000003 2.7550643716500001 16.118666550000004 187.70546222865002 13.534968349350001 75.922057603850007 14.451165964200003 85.716110573100011 61.928633034850002 195.32149859550003 18.080422446150003 9.0429429770000009 22.664946999500003 13.5308213324 372.28674812565004 203.93111730270002 87.963661570150023 12.651020723000002 23.900317844600004 0.06041500000000001 205.70977008025002 216.74970536510003 15.444963882950001 16.366336611050006 214.22994816675003 201.25557642380002 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=1 -1 -2 4 5 -4 8 -8 9 -5 11 12 -9 14 15 17 -17 20 -19 -20 22 28 23 25 -25 26 -12 29 -22 -23
right_child=2 -3 3 6 -6 -7 7 10 -10 -11 13 -13 -14 -15 -16 16 -18 18 19 -21 21 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10986784237259131 0.074384747497444739 0.044298949649365184 0.10003541586076344 -0.0055957260762250988 -0.10942656103739311 -0.10635039772104973 -0.081712295912047858 -0.080245676626735707 0.058918341864981807 0.053922870953570325 -0.083459938778218709 -0.119755327298568 0.035268550716199928 0.079617628255421916 -0.080817592097621738 -0.0067617797500145807 0.094818912117730192 -0.14977882638135184 -0.097490120582725437 0.060970570937052673 -0.11519151169104602 0.057909734816199314 0.094564943928262091 -0.14936804498349157 0.045290829098849503 0.11258880770108831 0.094840867925012215 0.051196488426188014 0.023224983091934704 -0.006112430725047498
leaf_weight=3.9565339868422589 3.7928505167365065 2.9231149107217789 1.6293975352309638 51.15916804689914 4.5343250101432204 1.1291024703532455 5.5588403930887571 4.4259288460016277 12.997619611211119 10.777073986828325 3.6551750265061909 6.2510408814996472 10.545640453696249 4.2304346635937682 4.447168603539466 5.2505519744008762 6.962703712284565 4.067914403975009 4.5681981043890101 6.9412596151232719 5.9273172160610548 6.4047462344169608 7.2238820269703856 4.1346899885684243 2.5215936414897442 6.1713172141462564 3.0701538808643818 11.13040088675916 1.9781081806868313 98.238058339804411
leaf_count=281 36 22 11 609 219 65 148 34 110 48 30 94 60 15 34 29 32 41 56 30 84 25 30 44 21 20 13 60 15 584
internal_value=-0.000218377 -0.0443634 0.000794894 -0.00014828 -0.0621513 0.0155581 0.0014183 -0.00304756 0.0141546 0.00476067 -0.000946703 -0.0344834 0.00111998 0.00286093 0.00108355 0.00312695 0.0511488 -0.000405497 -0.040535 -0.00192378 0.0037493 -0.00239794 0.0321426 0.00908054 -0.0756256 0.0527995 -0.00206453 0.00293903 -0.0805567 -0.0021939
internal_weight=306.604 6.87965 299.725 295.932 7.29283 2.7585 288.639 213.705 74.9339 61.9362 208.146 21.2226 14.9716 186.924 182.693 178.246 12.2133 166.033 15.5774 11.5095 150.455 123.679 26.7768 19.5529 6.65628 12.8966 6.72533 115.773 7.90543 104.643
internal_count=2900 303 2597 2561 295 76 2266 1499 767 657 1351 188 94 1163 1148 1114 61 1053 127 86 926 768 158 128 65 63 43 669 99 609
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=8 6 7 22 8 8 21 7 21 18 18 3 0 9 22 17 23 0 13 18 20 23 17 6 16 20 16 10 10 0
split_gain=1.33021 3.48867 2.53703 2.45528 3.17427 3.82296 2.34704 2.25434 4.44651 2.94034 4.12106 2.2767 3.12069 2.24093 3.21341 4.92719 4.22095 2.05228 3.29599 2.80034 2.85623 2.1881 1.92091 1.74331 6.25579 3.48326 2.7472 2.17953 3.22163 1.492
threshold=9.5425530862500008 17.495408777450006 21.725272673150005 -0.075840000000000005 9.3427090425500019 8.543332867800002 1.2781961269500002 19.041006859700005 12.854630460200001 12.903279561150002 12.868666868750003 94.92945658615001 85.253695774650012 194.46727572990002 -0.042409999999999996 181.49225329600003 0.086945000000000022 85.678472159250006 117.59047016770002 13.057710350500001 42.072181850200003 0.083415000000000031 164.78131450820004 16.515385879350003 22.554947256700004 41.169697216150006 22.674946976100003 61.885617704800005 61.944763783650011 85.807518149550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 4 5 -3 -2 8 -1 10 13 12 -11 14 15 16 22 18 -14 20 -19 -20 -9 26 -25 -26 27 -21 -29 -30
right_child=2 3 -4 -5 -6 -7 -8 9 -10 11 -12 -13 17 -15 -16 -17 -18 19 21 23 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.080446578064859331 0.065398627927348477 0.040784227883002733 0.081886596322582647 -0.13088582045152916 0.088691529858676371 -0.16855960831164107 -0.092248545576377558 0.021887726245445688 -0.080128202989814809 0.084092566997992627 -0.16588183937382017 -0.092065393782956098 -0.13722014947700154 0.072815371820780669 0.053434854690441992 -0.1883978927094897 0.088216783983139549 0.076802202389700605 0.052770165564845019 -0.14282239567629712 -0.023851980317886764 -0.06538722795692449 -0.15888956715941316 0.043092507335431601 -0.017380233789885846 -0.14982134996979041 0.068141141761595567 0.074712485993533043 0.053672552481105952 -0.0025746386212672457
leaf_weight=8.1336859154980612 1.6547406315803512 1.5636615958064797 5.339073458686471 3.3548618261702341 1.7489915341138838 1.9730286821722982 2.199886473827064 0.87253869511186932 2.1885134233161798 4.5687014413997522 2.3634217819198957 2.5888346387073389 2.7580261975526792 2.0847847759723654 2.6415037494152784 2.5234264545142651 2.1537729455158114 9.4461043272167426 3.1488053314387798 1.0610686670988787 4.0185861866921178 3.1204221779480577 1.8010898679494856 5.9950855188071719 3.5350668691098672 4.5312503017485142 6.1136308945715419 5.7442554645240298 4.8312348425388327 197.59263222734444
leaf_count=73 6 33 23 97 6 19 38 13 25 18 23 67 43 7 29 20 13 40 17 9 23 30 45 25 18 38 34 21 24 2023
internal_value=-0.000202068 -0.00137946 0.0372516 -0.0639755 -0.0215071 -0.0760033 -0.0245727 0.000526218 0.0464015 -0.0012052 -0.0451217 0.00124285 0.00218473 -0.0214897 -0.0411653 -0.0751597 -0.0159667 0.000699153 -0.0461192 0.00243935 0.0467616 -0.00604106 -0.0998929 -0.000162102 -0.0342765 -0.091779 0.00206549 0.000134772 0.00086345 -0.00123219
internal_weight=301.651 292.457 9.1937 8.64054 5.28568 3.53669 3.85463 283.816 10.3222 273.494 14.4405 259.054 256.465 12.0771 9.99233 7.35083 4.8274 251.896 9.02725 242.869 13.4647 6.26923 2.67363 229.404 14.0614 8.06632 215.343 209.229 208.168 202.424
internal_count=2900 2833 67 155 58 52 44 2678 98 2580 150 2430 2363 127 120 91 71 2345 90 2255 63 47 58 2192 81 56 2111 2077 2068 2047
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=8 7 17 21 3 7 3 5 9 23 3 0 21 13 0 3 2 5 18 17 2 6 5 9 20 20 6 15 13 16
split_gain=1.32764 1.18165 1.90769 1.69841 1.40929 2.55145 2.60571 5.42138 2.64827 3.46604 2.32928 3.33097 3.51633 2.72499 2.44667 3.02223 8.99812 3.44466 2.28522 2.60449 2.21123 2.04616 8.18418 5.16448 5.3776 4.86066 3.79665 3.6265 5.11992 3.6106
threshold=0.84933718570000016 17.715895715150005 161.95900874150001 0.12836581325000004 108.42013948475001 19.468732114900003 94.92945658615001 30.133297129900004 186.67271206880002 0.091705000000000023 94.260030511650015 85.716110573100011 15.031613344500002 117.56358558635002 85.807518149550006 93.58791597905001 86.011634045550025 22.963361893800002 13.075178189100003 184.59783591905003 136.00952513250002 16.455384477450004 22.852794041600003 190.77452831370002 40.621691032550004 42.508878681700004 15.785368822600002 38.198215516250009 113.92610173585001 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 -3 5 -4 10 8 9 -8 11 12 13 -7 -13 18 -17 -18 19 -16 -15 26 23 -23 -25 -26 27 29 -29 -20
right_child=1 2 4 -5 -6 6 7 -9 -10 -11 -12 14 -14 20 15 16 17 -19 21 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.084144047491219801 0.072881993884537796 0.018610928210661987 0.056337861107803616 -0.11456276684155645 -0.072423065329740258 -0.15146768920739156 -0.12025433233099357 0.059364846369361041 -0.14085444581452905 0.051006222317168393 0.057022258683948536 0.051011942853304404 0.06417712885038368 0.0016125488992910397 -0.00084234174472378831 0.06347990472389374 -0.21292649604825731 -0.063269650808368286 -0.0007235592469243986 0.10307156720835886 -0.10899320801084192 0.03176222582617784 0.052843556965369812 -0.018621051664090612 -0.20748964077839904 -0.043925147028441934 0.031628328400053217 -0.15319149762652143 -0.0090703293521145027 0.10679582346264993
leaf_weight=1.8713642619550217 2.2292258450761429 1.485127992928027 8.2210041643120331 2.6962706022895873 2.6072771092876783 3.1216419786214811 2.3254295997321588 3.6155191715806714 4.4260052079334855 2.4027657993137836 7.4588816324248901 10.155384622514246 2.2717689480632535 4.7340574637055397 4.8414814434945566 4.0967793911695463 2.6773402839899063 3.6140911672264338 134.28487532632425 4.806609183549881 2.9238496571779251 4.2132361680269304 8.9591313041746599 5.41340399160981 5.0075655430555344 2.8513797745108604 41.31569716334343 3.7272418588399869 7.2783795334398746 3.1976182386279097
leaf_count=142 48 24 57 105 63 38 88 27 67 18 40 41 16 22 34 14 22 40 1496 18 43 18 39 29 40 21 186 51 39 14
internal_value=-0.00017927 0.000349856 -0.00019875 -0.0672628 0.000766396 0.00142912 -0.000184655 -0.0443138 -0.0852624 -0.0332235 0.00192629 0.000342596 -0.0488899 -0.0727186 0.00294992 0.000884242 -0.0518545 -0.126957 0.00330952 0.0509268 -0.0406176 0.00118504 -0.0248751 -0.064696 -0.0953161 -0.148145 0.0048159 -0.00264445 -0.0578794 0.00177717
internal_weight=298.83 296.959 294.73 4.1814 290.548 287.941 279.72 12.7697 9.1542 4.7282 266.95 259.492 13.0513 10.7795 246.44 236.285 10.3882 6.29143 225.897 9.64809 7.65791 216.249 26.4447 17.4856 13.2723 7.85895 189.804 148.488 11.0056 137.482
internal_count=2900 2758 2710 129 2581 2518 2461 200 173 106 2261 2221 119 103 2102 2061 76 62 1985 52 65 1933 147 108 90 61 1786 1600 90 1510
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=2 18 10 9 2 16 19 13 23 17 17 17 12 20 21 20 18 14 16 16 16 7 10 9 15 15 3 17 21 9
split_gain=1.17695 3.89594 3.95994 3.5631 2.48294 2.54397 2.92746 2.72913 2.81416 1.97816 3.77361 2.05946 2.92044 4.01928 2.35069 1.96155 1.96138 2.53752 2.34428 3.64051 2.80562 3.5406 2.22994 6.95375 3.69547 3.87223 3.36495 2.77122 2.20804 2.07199
threshold=325.75432260090003 13.954623666350001 64.434276012450013 72.638117411050018 309.73785348360008 11.934972090850001 10.650859343850001 95.870416931800023 0.074640000000000026 242.64190980425005 208.12573104970002 209.83020864525002 196.16582281515002 41.495754733000005 7.5091558130000005 46.650420857800007 15.353948930850001 384.93581166080008 18.714956236300004 15.919962772200003 14.184966829400002 24.252468908850002 70.343506983200015 206.08249486475003 28.452330424200003 28.321365561200004 84.807411725000023 181.27812760255003 5.2269517379000012 199.68228938305
decision_type=2 2 2 2 2 2 2 2 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 15 5 6 7 8 -1 10 16 -12 -13 -14 -15 -4 17 22 19 20 21 -18 26 24 25 28 -7 -26 -24 -30
right_child=1 2 3 -5 -6 9 -8 -9 -10 -11 11 12 13 14 -16 -17 18 -19 -20 -21 -22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=0.017376038311012101 -0.13240548385970669 0.066847014666315693 0.050707031181801879 -0.11615900323337336 0.055269724738602602 0.0923226694026138 -0.11069428950196541 0.085659401105578542 -0.11259581213742478 0.081206639826676336 -0.11478454675920746 -0.080715425682395175 0.052120822524470894 -0.15638700199881542 -0.0082265830879704356 -0.089794606001896038 0.08020750366714946 -0.095992468930459734 0.10983293709296876 -0.087985652579063267 0.053831264307470872 -0.067483488518735299 0.030757970971704313 -0.11122435997555785 0.057396439891323286 0.1512314332321768 0.004769088557896109 -0.12375148383584772 -0.071196919823790616 0.035439516788070856
leaf_weight=3.6357600521296245 2.8514769170433309 5.0227309409528962 3.586961353896184 3.8779787332750857 8.2912203455343825 4.5130331367254248 4.3117910362780085 2.2232802417129278 3.0747652179561555 3.1084597744047633 3.1235732035711434 6.3744140691123929 6.8183316937647742 1.8477044114843009 2.5469818115234375 1.3743921583518384 2.3952361177653172 2.6602739458903661 3.1583677306771269 2.8565126475878051 16.925477866549045 5.0358316889032722 13.03994887555019 6.8214074419811359 1.1118366066366423 1.9858707115054119 160.56743815308437 3.5123642142862082 5.4447539858520013 2.7386113163083792
leaf_count=90 49 27 40 67 77 13 182 15 218 17 35 86 46 22 25 48 16 30 11 54 114 114 98 89 8 4 1117 62 111 15
internal_value=-0.00018076 -0.0259543 -0.00405686 -0.0443462 0.00136807 -0.000288181 -0.0430238 -0.0103635 -0.0421771 0.00191793 0.000945598 -0.0399587 -0.0266694 0.00405485 -0.0705192 0.0117853 0.00458515 0.00102923 0.0282819 0.018817 0.0313427 -0.0198786 0.00232146 -0.0207399 0.00143601 0.0177005 0.00716266 -0.0801965 0.00520596 -0.0355104
internal_weight=294.837 16.7135 13.8621 8.83933 278.123 269.832 13.2456 8.93381 6.71053 256.586 253.478 20.711 17.5874 11.213 4.39469 4.96135 232.767 202.396 30.3714 27.2131 24.3565 7.43107 199.735 34.6548 27.8334 23.2092 165.08 4.6242 21.2233 8.18337
internal_count=2900 231 182 155 2669 2592 505 323 308 2087 2070 214 179 93 47 88 1856 1547 309 298 244 130 1517 387 298 228 1130 70 224 126
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=15 5 18 6 23 23 15 19 6 18 20 15 17 17 17 3 10 3 5 23 7 20 23 13 3 16 5 22 19 9
split_gain=1.11185 2.77343 2.29478 3.35503 2.18734 1.56994 1.41683 3.12776 1.36735 4.22654 5.70096 6.27378 4.10697 4.39952 2.66599 2.64557 8.36292 5.01358 4.4114 3.51614 3.06062 3.4519 4.25733 3.24693 7.82184 5.24333 5.21195 3.01793 4.7647 2.93493
threshold=45.49682449725001 24.301614351200005 13.278511569200001 16.770391837550005 0.090390000000000012 0.082620000000000013 43.132842597400007 14.351157895250003 16.455384477450004 13.303774303900001 38.441102963850007 37.434800281900003 188.07781354100004 186.67336014325002 185.98603786385004 88.727183679150016 67.649671936450019 89.227236891450005 20.950952025950006 0.25847000000000003 22.969987962250006 45.90502654165001 0.089580000000000021 109.34496908160001 84.968719212850019 19.214955067100004 18.092020786850004 0.048530000000000011 10.750867412800002 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=6 -2 3 -3 5 -4 8 -8 15 12 -11 -12 13 14 -10 16 -1 -17 19 20 21 -18 -23 24 27 -25 -27 29 -29 -22
right_child=1 2 4 -5 -6 -7 7 -9 9 10 11 -13 -14 -15 -16 17 18 -19 -20 -21 23 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.1006934085109791 -0.11010950054064346 -0.11678755614718117 0.029139425653081391 0.060639345127045385 0.070340945447501566 -0.079623437629353783 -0.032998755136806605 0.061088938503013307 -0.015756323839962113 0.055132175312760545 -0.16871631818335497 -0.029300010649227742 0.046042871779785832 -0.14650682932681652 0.1177877693031622 0.09225351516901581 0.086993464515547736 0.0093724414770277199 -0.099922164943168898 -0.12901412514132368 0.0063220683066186993 -0.064580706681364869 0.10271565432897099 0.086784956538104904 -0.1338355414096927 0.050044618877774484 -0.11003754043103955 -0.10830645234400536 0.049409785126415029 -0.038525968601347493
leaf_weight=8.4235141389071924 3.110382096841934 3.4431851273402563 2.7686741482466442 1.543512776494026 4.7567492444068193 2.5490132952108979 5.2564400751143721 10.777389498427508 22.492601088713862 3.6419479865580824 5.4395849490538222 7.9381198603659868 14.608952747657893 2.4899054616689673 1.6013179123401631 8.4707995937205833 9.4784490379970538 52.740786714013666 4.0976942898705593 1.9124136792961497 38.541366164339706 4.3960394475143394 2.3259538284037262 10.354239754378797 4.5797554585151365 4.6462768763303739 3.6171945072710514 2.1334856802132007 18.747675926424563 23.482372497906908
leaf_count=79 30 71 19 8 23 25 39 49 329 22 49 50 66 19 5 39 62 349 57 38 626 76 9 36 86 18 24 111 167 319
internal_value=-0.000192504 -0.0241419 -0.00638816 -0.0618693 0.0210742 -0.0229956 0.00140634 0.0302438 -0.000398673 -0.0138713 -0.0557911 -0.0859889 0.00344878 -0.0199585 -0.00688078 0.00356334 -0.00417164 0.020842 0.00216484 0.00553256 0.00763642 0.0481206 -0.00669258 0.00145502 -0.00661494 0.0393757 -0.0200286 0.000412863 0.0332955 -0.0106575
internal_weight=290.366 18.1715 15.0611 4.9867 10.0744 5.31769 272.194 16.0338 256.16 58.2124 17.0197 13.3777 41.1928 26.5838 24.0939 197.948 136.736 61.2116 128.313 124.215 122.303 16.2004 6.72199 106.102 87.4847 18.6177 8.26347 82.9049 20.8812 62.0237
internal_count=2900 176 146 79 67 44 2724 88 2636 540 121 99 419 353 334 2096 1708 388 1629 1572 1534 147 85 1387 1309 78 42 1223 278 945
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=19 7 20 5 20 7 21 21 18 6 17 5 16 20 9 9 22 2 7 15 18 21 6 18 18 21 5 5 3 16
split_gain=1.06249 1.1949 1.10618 4.36453 3.67171 4.66539 3.66666 2.56575 1.86261 2.60739 2.15808 1.85659 3.97458 2.43717 2.72156 2.35344 3.22767 4.9832 7.61851 6.72847 5.04526 5.74263 3.97292 3.84411 3.84399 3.83741 3.44969 3.34625 4.90815 4.40986
threshold=9.4507625164000029 21.061418062900003 43.19689381845 10.293758831600002 42.718072821900002 22.660992635700001 1.8881760204500002 8.2405299936000009 16.873483924050003 10.855253631250003 213.85098605320005 13.922841871800001 14.994964935250001 41.590548329450009 68.670253264700008 215.80505313260002 -0.071129999999999985 130.66276448315003 24.176224535650004 26.135540888150004 13.373311100250001 14.941253073700002 15.545363214900002 14.047116609550001 12.903279561150002 3.6826023594000006 24.437854605800002 22.963361893800002 93.249170254600017 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 -1 3 -2 8 -6 -7 -8 9 -5 11 -11 13 14 -13 16 17 18 24 -19 21 -21 -22 -24 25 -14 27 28 29 -18
right_child=2 -3 -4 4 5 6 7 -9 -10 10 -12 12 15 -15 -16 -17 26 19 -20 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.064395001945871916 -0.10704989664778689 -0.1107179868551099 0.011903593940071778 -0.08720872496962144 -0.16542176309789705 0.084355052377683065 -0.094780064164429634 0.00031562816450723794 0.035935628077341825 0.063489860184839736 -0.062303635986707032 0.063487419425627217 0.01405368380022653 0.055319660976385493 -0.11223972081386438 0.043584358565750242 0.010870729684419302 0.061017540576511667 -0.078455805478480245 -0.18364672085100858 -0.11955947473296197 0.0077171300733840861 -0.048466139261957225 0.054276328122751641 0.046207144298284257 -0.14531741517941749 -0.074374441184719906 0.069224348746148565 -0.056390707175948976 0.094906812704607671
leaf_weight=0.5085386936552817 3.9598952990490934 1.6670525523368267 64.249738752376288 3.3757269587367764 2.740938143804672 2.6019042767584315 5.6779914665967208 5.6708644852042198 15.528887707740067 4.9918374493718138 5.1492768023163071 1.0255472864955644 4.7302084285765735 1.4282550513744352 6.2675003916956484 14.515646532177923 37.099703732877984 5.3430747608654192 7.9914103569462887 5.5884520262479809 4.3741247626021531 2.1798442471772432 10.242583854123948 5.650656182318925 28.1069569690153 2.2198806935921311 3.9071370870806268 12.363297878764568 8.880894383415578 7.5081667341291896
leaf_count=13 254 170 735 54 56 10 60 41 157 39 53 8 50 15 122 94 210 41 74 77 72 12 63 25 136 20 83 61 58 37
internal_value=-0.000169201 -0.0697858 0.000365284 -0.00301794 -0.0011033 -0.0461485 -0.0227147 -0.0472621 0.00268511 -0.00013736 0.00149954 0.00338321 0.00161224 -0.0641352 -0.087529 0.00518036 0.00136702 -0.012829 0.00965561 -0.0418274 -0.0614278 -0.129949 -0.0351644 -0.0119373 0.029741 -0.03685 0.01692 0.0223367 0.0114992 0.0250152
internal_weight=285.546 2.17559 283.37 219.121 215.161 16.6917 13.9508 11.3489 198.469 182.94 179.564 174.415 169.423 8.7213 7.29305 160.702 146.186 76.4272 43.0485 33.3787 28.0357 7.7683 20.2674 15.8932 35.057 6.95009 69.7592 65.8521 53.4888 44.6079
internal_count=2900 183 2717 1982 1728 167 111 101 1561 1404 1350 1297 1258 145 130 1113 1019 570 280 290 249 89 160 88 206 70 449 366 305 247
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=9 21 22 20 5 20 7 9 14 18 4 16 21 22 13 12 4 9 8 9 21 0 3 4 16 12 18 16 17 17
split_gain=1.01478 1.02257 1.16103 0.998408 3.95761 3.07781 4.13806 3.53396 4.56743 2.07217 4.94686 2.72177 3.50408 2.71912 5.36035 3.88462 2.28869 1.91799 4.26116 3.68853 2.71827 2.77036 2.4377 2.31819 3.36671 2.42445 2.15897 2.44268 2.46348 6.4746
threshold=28.686210334850006 21.991168361800003 0.68694500000000025 43.19689381845 10.293758831600002 42.718072821900002 22.660992635700001 201.63419974125003 394.08259815765007 14.752187928300001 403.46457168010005 13.624968138900002 16.589865017350004 -0.10282499999999999 117.60122400020002 197.02116758845003 165.01827963435002 60.983947735000008 4.9461400813500012 187.70546222865002 5.2714636949000004 85.872041144650012 71.201125126800022 393.03778236725003 22.624947093000003 78.909246879600019 17.267778657600005 14.184966829400002 182.28951942140003 184.18061320350003
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -7 -8 -9 10 11 -5 13 -13 15 16 -15 -6 22 20 -20 -22 -19 25 -25 -21 27 -27 -29 -30
right_child=3 -3 -4 9 5 6 7 8 -10 -11 -12 12 -14 14 -16 -17 -18 18 19 23 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.10695000831184687 -0.10634390040244271 0.042923749601641338 0.062356979191267536 -0.070024954521287305 0.070069472874612251 -0.15887872442357198 0.026642539707554432 -0.13927590812117147 0.035138922654918428 0.040526731081844028 -0.13669272368900226 0.054225739244808446 -0.083562262134736442 -0.0043180326930970679 0.078222947427992781 0.029140735406454052 -0.12837798194435665 0.12611312515109491 0.077372651759355676 -0.065662816812205621 0.054526359088146119 -0.038372727747612807 -0.1121068612875576 -0.10705742088113882 0.024561799180708031 -0.077203191182890332 0.052253448281607634 0.046399078228289981 -0.1413218743310323 0.0021771498589062735
leaf_weight=2.4819763998966664 3.6203403945546588 0.88950077444314946 0.48402513889595855 4.005871948786079 4.1229057060554615 2.5769512411206987 7.3367889914661628 4.0643712291494012 2.3810006603598595 17.808251782786101 2.4939771620556703 17.117239976301786 3.1889155213721088 2.1791608748026245 5.5941265774890772 4.6860289839096367 4.6820375337265432 0.47424474358558555 10.827788075432183 5.2778721451759329 6.6024021590128523 6.2476587779819965 4.5589217129163444 4.8217506073415262 3.2556089600548148 3.947754382621496 8.4966837358660978 11.732176176272331 3.2274878323078147 121.8970301495865
leaf_count=200 274 8 8 93 25 56 51 46 15 218 42 128 37 13 22 32 82 1 56 32 32 40 200 73 25 88 80 71 30 822
internal_value=-0.000167482 -0.0511177 -0.0793206 0.000541106 -0.00267169 -0.00090001 -0.0425668 -0.0208191 -0.0748449 0.0117508 9.02363e-05 0.00831957 0.0167003 0.0260331 -0.00211983 -0.0410424 -0.0889757 0.00258677 0.00113289 0.00358537 0.0404614 0.00935912 -0.0896608 -0.00178267 -0.0540078 0.000946296 0.00330096 0.00034698 0.00258398 -0.00152429
internal_weight=281.081 3.8555 2.966 277.225 215.47 211.849 16.3591 13.7822 6.44537 61.7556 43.9474 41.4534 37.4475 34.2586 17.1414 11.5472 6.8612 195.49 191.367 186.334 23.6778 12.8501 5.03317 162.656 8.07736 154.579 149.301 140.804 136.857 125.125
internal_count=2900 216 208 2684 2017 1743 168 112 61 667 449 407 314 277 149 127 95 1575 1550 1349 128 72 201 1221 98 1123 1091 1011 923 852
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=20 15 15 21 15 16 23 18 15 19 23 5 13 16 23 13 19 16 19 18 2 16 10 6 0 4 22 7 6 10
split_gain=0.938865 1.34007 1.1061 1.58882 1.18428 1.64954 2.83014 2.25646 1.53228 2.04275 1.53447 1.29528 1.86342 2.87189 2.7317 1.78244 1.77077 2.2026 2.50898 2.17374 1.50834 3.11902 3.64769 6.60092 6.11697 2.89704 2.77385 2.72664 2.66039 2.54932
threshold=51.779769178100004 7.712282214750001 11.325487309600001 17.123843457500005 12.389956812050002 11.934972090850001 -0.22253999999999999 14.732667293750003 17.382777826050003 11.950964240300001 -0.17732499999999998 7.9505457906000006 92.692659421600013 13.894967507500002 -0.21013499999999999 106.33120751740002 11.850956171350001 14.994964935250001 12.250988447150002 16.366336611050006 220.59538940565002 22.674946976100003 75.28220456885002 15.925372093750001 88.76213363490001 450.1940107082001 -0.058529999999999992 26.233880563250004 16.505385645700006 62.084563606450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 7 -6 9 -7 -11 15 -13 14 -14 -10 -15 18 19 -18 -19 22 23 25 26 -22 28 -24 -25 -28
right_child=1 -3 4 -5 5 8 -8 -9 11 10 -12 12 13 16 -16 -17 17 20 -20 -21 21 -23 27 24 -26 -27 29 -29 -30 -31
leaf_value=-0.10563450810179348 0.082125745071133141 -0.10772905296468294 0.05321843539032578 0.026026853846723309 -0.077434211247005641 0.069889556430498392 -0.095602658795551451 0.079934333532636778 -0.10783147108359109 0.036370401768412247 -0.11997599395616383 0.071207212332468448 0.04011426470525719 0.05689715478347869 -0.12519929400878385 0.12048843621425026 -0.0834332199798688 0.0057157986750363318 -0.14044383988696049 0.056904694743830746 -0.11840611767794092 0.059856727425124427 0.098267239087354463 0.020891166607244487 0.11399611019520815 0.025581179396913997 -0.042167873115642004 -0.030622690920730618 -0.089862463388670016 -0.20384391844348554
leaf_weight=2.2963320720009501 0.47707631625235025 1.6844206275418399 4.2896232488565138 1.5253929374739525 1.4691866254433992 6.8201698740012926 4.651114054489879 2.3988966224715114 2.1207564703654493 1.3684835946187379 1.159732691477984 3.7150620440952471 1.4157289694994686 5.6121987188234916 3.4005020670592776 0.40764528512954701 2.1696194959804407 182.31949197035283 2.3218658696860075 2.2465841490775347 10.087931418791415 4.923506428487598 3.7877778466790906 9.1696393173187989 3.6071852073073378 1.622033480554818 2.7694294359534988 2.8963470496237278 2.840761681087316 1.5054470682516692
leaf_count=243 9 89 54 13 35 66 210 29 131 19 32 31 15 40 67 1 31 1336 39 13 127 37 21 62 14 14 37 32 39 14
internal_value=-0.000176809 -0.0658251 0.000339339 -0.0530835 0.00109246 0.000254395 -0.0430404 0.0201622 0.0016824 0.0414286 -0.0353482 0.000189819 0.000920499 -0.000155413 -0.0766054 -0.0710203 0.00139243 5.12916e-05 -0.0562875 -0.0120414 0.00173451 -0.0150641 -0.0246986 -0.038894 -0.00382886 -0.0984614 -0.0299271 0.042417 -0.00530485 -0.099104
internal_weight=277.08 2.1615 274.918 3.82173 271.097 266.807 8.5192 3.86808 258.288 9.34839 2.52822 248.94 246.411 242.696 4.81623 2.5284 237.88 232.268 6.73807 4.4162 225.53 43.2101 38.2866 31.6024 19.8925 11.71 16.2853 6.68412 12.0104 4.27488
internal_count=2900 98 2802 256 2546 2492 274 64 2218 117 51 2101 1969 1938 82 132 1856 1816 83 44 1733 397 360 307 166 141 152 53 101 51
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=20 23 8 20 15 23 23 23 20 17 23 22 19 23 16 17 17 23 16 16 10 17 9 19 18 6 6 23 23 6
split_gain=0.918403 1.96565 2.39044 1.26271 3.22912 2.21136 1.5681 4.1096 1.71382 1.76519 1.6374 3.26 3.21883 2.64664 2.09572 2.76934 3.24478 3.55292 1.86197 3.82752 1.77724 1.61177 1.56155 1.55066 3.29537 3.14073 5.73118 3.30947 3.19242 6.19793
threshold=32.785955158400007 0.088500000000000023 7.943800736700001 35.461062230100005 23.304416445750004 -0.397505 -0.27223499999999995 -0.54481999999999997 48.919835655300012 191.40027208745002 -0.17732499999999998 -0.24103499999999997 10.250827068050002 -0.23472499999999999 22.624947093000003 174.35320691475002 193.52305340940003 -0.25276999999999999 9.6249774926000011 12.644970430600003 93.464246905050018 162.59969366065002 62.308883479750001 11.950964240300001 14.804191144800003 13.665319288000001 13.825323026450002 0.096845000000000028 0.086230000000000015 11.585270688000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 9 -5 11 -8 -12 14 15 22 17 -17 -14 20 -20 -9 -13 24 -21 27 -27 28 -25 -30
right_child=3 -3 -4 6 -6 -7 10 21 -10 -11 12 13 18 -15 -16 16 -18 -19 19 23 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.10345366208152949 0.11963924353162068 -0.14827622144717237 0.099539714133352733 -0.12352517870193883 0.053824313443562172 -0.11471074257688355 -0.12746344236614998 0.023913250840848714 0.10721598495086367 0.062436614980985586 -0.11127833989614953 0.10169187291042568 0.066623851672931972 0.083414712864444851 0.092774121811740551 -0.0095037207306709181 0.03148402134671574 -0.18824199045117465 -0.11134547122290182 -0.068103181730840151 0.066197760425092261 -0.1553864560680604 -0.0036045881620083704 -0.057315561266806203 0.058109835503706325 0.089294825841871095 -0.0011981754815371748 -0.10524772762261608 0.050197844418895438 -0.12109293533732962
leaf_weight=1.086396279511973 0.49770442023873274 1.3066381009994072 1.2448262106627224 1.0408919737674303 11.020968865603207 2.1083056491333991 1.330851456150415 0.60606349771842305 1.5463718473911283 1.0016251169145105 2.6851744132582089 2.7584953852929193 3.9831592708360395 7.2830310356803212 2.6009937934577474 2.2005614116787933 3.2607016963884234 2.2484185711946316 4.3888719868846229 2.5797771932557216 0.64692324097268272 2.9018079028464854 2.8776564793661237 10.862001218367373 10.442030788632108 7.312232729047536 163.19666546792723 5.1857761181890956 10.547810602467505 2.6414088513702145
leaf_count=108 2 53 7 38 61 81 34 16 5 7 211 20 60 51 10 23 29 34 180 46 23 63 30 219 100 35 1158 78 77 41
internal_value=-0.000181684 -0.0500914 0.00494074 0.000491384 0.0301531 -0.0699538 -0.00108672 -0.0474373 0.0277962 -0.0323318 0.000234144 0.0247479 -0.00244804 0.0334681 0.0106572 -0.00534673 -0.044295 -0.0998342 -0.00113043 -0.00236951 -0.0885374 -0.124408 0.0479305 -0.000330085 0.0331055 -0.00250981 0.00268259 -0.0327917 -0.0171692 0.0158934
internal_weight=273.394 3.63786 2.33122 269.756 13.627 2.60601 256.129 7.09676 3.58889 2.04252 249.033 24.5607 224.472 23.2299 15.9468 13.3458 7.70968 4.44898 221.787 217.803 5.0358 3.50787 5.63615 212.768 13.0218 199.746 170.509 29.237 24.0512 13.1892
internal_count=2900 168 115 2732 144 83 2588 129 50 45 2459 231 2228 197 146 136 86 57 2017 1957 203 79 50 1754 146 1608 1193 415 337 118
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=6 8 22 8 23 12 17 8 20 20 15 23 23 23 23 20 17 22 20 6 7 21 22 23 23 22 23 9 23 23
split_gain=0.91775 1.11951 3.22308 2.92536 2.23027 1.32859 3.69937 2.79819 1.45769 2.22785 2.63235 1.97381 1.85231 1.41269 4.37681 1.43712 1.58782 1.32756 4.50238 4.97924 5.26229 3.65892 2.57773 3.23336 5.14385 5.4864 3.35315 3.67772 3.21811 3.09561
threshold=22.585527707250005 8.8430989333000021 -0.087910000000000002 9.3427090425500019 0.094415000000000013 88.918697887850016 189.73320545960004 8.7431769115000026 32.785955158400007 35.461062230100005 23.304416445750004 -0.49570500000000001 -0.397505 -0.27223499999999995 -0.54481999999999997 48.919835655300012 191.40027208745002 -0.063985 38.175120519550006 15.785368822600002 23.195026784100005 0.61177024580000017 -0.055714999999999994 0.083795000000000022 0.086520000000000027 -0.036264999999999999 0.070195000000000021 208.74040644455002 0.09721500000000001 0.09495000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -1 8 11 10 12 -7 -10 14 15 16 -11 18 19 20 -15 -20 -19 26 -25 28 27 -24 -26 -27
right_child=-2 2 4 -5 -6 7 -8 -9 9 13 -12 -13 -14 17 -16 -17 -18 22 21 -21 -22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=0.0045566379985821888 0.065702600973002109 -0.04666656284354842 -0.12373849448512808 0.066581116581150721 -0.01583833527385518 0.07378967862929868 -0.11068463017601736 0.061460196870355158 0.11530634704655439 -0.12178465156585501 0.069948208001443898 -0.12641879353702515 -0.11310636034335347 -0.35353182697740204 -0.14451602551036111 0.10060216523992371 0.060282765393130988 0.062880048421036547 0.055671247685981376 0.050920182368007244 -0.082391541968988402 -0.0054827148414809453 0.018816930007214454 -0.13470833014357686 -0.0045388990181514819 -0.02500302919398617 0.073164303707577094 -0.13969358323869543 -0.17448519672895402 0.035378676491353823
leaf_weight=9.3584742592647654 2.0976715832948676 4.2311620796099323 4.1027937131002536 4.9488672195002437 3.5934548559598625 0.66549119632691178 3.9660487677901974 7.8381609907373777 0.46639409102499385 0.95461549935862444 8.6556836944073421 1.8935373532585789 1.486994983977638 0.80418224795721283 2.6541345091536632 1.4864184781908987 0.96141260908916593 8.5598352758679521 10.720598703250287 2.514694232493639 6.5123393514659256 111.95210009266157 12.691400991752745 3.1684219002490854 1.8859873563051213 14.213704132474957 11.414614512817932 1.654559364542364 2.7229523740243167 21.086539130308665
leaf_count=78 8 35 45 33 37 20 38 43 2 38 44 139 72 12 73 5 6 47 84 26 138 1161 167 66 18 152 113 19 25 156
internal_value=-0.000183704 -0.000701016 -0.0256301 0.0143842 -0.0733588 0.000979879 -0.029745 0.00270754 0.000697674 0.00154536 0.0462848 -0.0743533 -0.0585702 -0.000652491 -0.0482663 0.0268148 -0.030428 0.000721374 -0.00535674 -0.0704711 -0.112193 -0.000138355 0.011127 0.00469165 -0.012068 -0.00233147 0.0327176 0.000535473 -0.104943 0.0110659
internal_weight=269.263 267.166 16.8763 9.18003 7.69625 250.289 13.3245 236.965 229.127 226.568 10.6091 2.55903 1.95339 215.959 6.05658 3.40245 1.91603 209.902 132.504 9.83122 7.31652 122.673 77.398 68.8382 43.0776 39.9092 25.7606 14.346 4.60894 35.3002
internal_count=2900 2892 150 68 82 2742 116 2626 2583 2424 118 159 74 2306 122 49 44 2184 1421 176 150 1245 763 716 417 351 299 186 43 308
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=17 6 15 5 18 23 6 16 20 3 16 17 6 18 9 21 6 15 23 23 22 17 22 5 6 6 22 9 17 10
split_gain=0.909123 1.20772 1.08192 2.08562 2.42663 1.80526 1.61023 1.28531 1.75489 1.96446 1.31055 3.52147 3.94351 2.67073 2.04871 2.98634 2.3787 1.89166 1.59264 2.09931 1.97682 2.7889 2.58995 2.68234 3.98585 3.29748 2.84708 3.57804 2.62893 3.13808
threshold=157.96759137085004 22.585527707250005 45.49682449725001 24.301614351200005 13.278511569200001 0.090390000000000012 16.770391837550005 22.824946625350005 37.858673296900008 100.32250359580001 22.624947093000003 199.01194954300004 16.395383075500003 12.903279561150002 188.78154115175002 5.6596500893500012 16.495385412050002 44.34858359035001 0.11467000000000002 0.11614000000000002 -0.096499999999999989 231.54192420735004 -0.23771499999999998 17.369804050850004 16.385382841850003 16.575387281250006 -0.156745 216.18094582280003 169.94681044690003 64.434276012450013
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 10 -9 -10 17 12 -12 -14 -15 -16 -17 18 20 -20 21 22 28 26 -25 -26 -24 -28 -2 -30
right_child=1 -3 3 4 5 -7 -8 8 9 -11 11 -13 13 14 15 16 -18 -19 19 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-0.073196707467819894 -0.1093189424862191 0.080202016265282394 -0.10327619294734042 -0.1139257210480475 -0.02265364614128617 0.065266088146437001 0.031846138763778301 0.035542365985599754 -0.15870958064733776 -0.010957324774293759 -0.083820112859789325 0.080718835689342336 -0.048281462785725891 0.071591141023701496 0.058114131116292628 0.016193256604610597 -0.10333203485093323 -0.09529411482397615 0.11445068743480023 0.014978302831783977 -0.011706472697411534 -0.11965462249399586 0.034815651713030894 0.059901901617453596 -0.044887051484951417 0.052524897062084866 -0.092756412896249821 0.082468172072693219 0.074340771417449422 -0.02181135605576108
leaf_weight=1.6936194024747226 2.6353423220571157 1.8784307613968838 2.8328893017023828 2.8527451902627941 4.9538116957992298 4.418495275080204 1.0318743623793123 1.7318473011255253 1.8528148019686344 1.7495876951143143 4.3499344699084785 7.5258253477513781 4.8401658460497883 8.6565088629722613 6.3398461826145631 3.7041026391088963 3.0246075838804245 2.0950311683118334 2.4806432612240341 14.660225107218137 102.70207695930731 1.6455111295217637 6.253388696117324 26.461960641667247 8.5821444210596365 5.8395195198245338 5.7657128525897869 1.460549348965287 4.1834520460106459 17.99289572739508
leaf_count=96 103 7 30 71 44 23 7 12 29 13 29 41 27 33 29 20 21 22 7 132 1117 52 131 167 58 86 184 13 29 267
internal_value=-0.000163983 0.000303649 -0.000267829 -0.0253921 -0.00874892 0.0187954 -0.0752042 0.00137188 -0.0471812 -0.0869504 0.00244566 0.0193746 0.00444133 0.0188937 0.0338598 0.00886688 -0.0375343 -0.000763905 0.000223039 0.029374 -0.00249964 0.00919988 0.0118779 0.0240966 0.0368513 -0.00544369 -0.0145881 -0.0573406 -0.0148938 -0.00367276
internal_weight=266.196 264.502 262.624 16.0898 13.2569 9.37231 3.88462 246.534 5.33425 3.6024 241.199 38.441 30.9152 26.5652 21.7251 13.0686 6.72871 202.758 200.663 17.1409 183.523 80.8205 79.175 54.3633 40.8836 14.4217 13.4797 7.22626 24.8117 22.1763
internal_count=2900 2804 2797 175 145 67 78 2622 54 42 2568 200 159 130 103 70 41 2368 2346 139 2207 1090 1038 639 311 144 328 197 399 296
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=15 5 5 3 9 6 21 21 3 3 9 8 0 8 17 3 0 21 6 6 7 8 18 23 7 2 16 22 23 15
split_gain=0.829103 0.99864 4.03625 2.32509 2.59965 2.64501 1.75288 1.33894 1.3019 2.90288 2.57462 1.89375 1.67114 3.13363 2.87274 1.78041 2.13963 5.60867 2.43682 1.92603 1.77147 3.36568 3.3375 2.4091 1.95962 1.90986 2.81402 2.66009 2.34697 3.11983
threshold=51.067537391750008 25.763052016400003 24.779543538450003 101.23926781830001 71.82068887245002 22.585527707250005 9.2412132874500035 11.790993765850002 94.92945658615001 94.260030511650015 186.67271206880002 8.3434888241000014 85.716110573100011 8.2435668022500028 188.54236693505001 93.770731131900007 86.001087134900004 3.8005420560000007 16.910395108650004 16.505385645700006 22.689595575850003 8.2435668022500028 14.255915995100002 0.092095000000000024 21.725272673150005 68.519383356500015 18.884955838800003 -0.054494999999999995 0.11467000000000002 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 8 -3 7 -6 -4 -5 9 12 11 -10 13 -1 -15 16 17 -14 20 -19 21 22 23 24 -18 26 27 -22 -27 -30
right_child=-2 3 6 4 5 -7 -8 -9 10 -11 -12 -13 15 14 -16 -17 18 19 -20 -21 25 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.0489347801881918 -0.062573810861136864 0.065807969319425966 -0.13880094646740571 0.056894482748729269 -0.12114603419284425 0.04067364706616397 -0.021095253885529588 -0.037303654369701247 -0.053268909206384885 0.071640889779385555 -0.13534309214307386 0.1103968067538733 0.059727667226305882 -0.17438152549158781 -0.035213620521313556 0.044350515324870679 -0.044465184757030346 -0.17778939025714552 -0.089267644508186306 -0.052136425965290972 -0.095931226469208195 0.086429208203120209 0.060182350144279501 -0.15437748680885199 0.048303786562378631 -0.0018948390335517861 -0.11472571610292535 0.032628058516325054 0.058600158862612141 -0.052087466376176755
leaf_weight=2.8668091055005771 2.1100367642939082 7.5004137991927591 2.9751017703674725 5.4341756622306985 2.937528271228075 1.5394580215215681 2.2013425873592496 2.0890428684651852 1.8359183869324618 5.7723423503339282 2.0712375286966562 1.1497116684913633 2.84615709260106 2.0638005696237087 5.2729688556864858 9.3610472828149778 6.3936396734789067 2.5164837371557951 2.8971350900828829 2.367569413036108 2.3124371059238911 7.063750632107257 6.8328686491586259 1.3377270344644774 3.536498577799648 142.40777646400966 3.5069831162691116 5.2946892874315363 13.529188253567556 3.1368519868701688
leaf_count=17 44 58 54 59 163 7 33 22 54 24 39 5 15 21 43 38 100 25 22 17 31 30 77 15 42 1652 25 38 108 22
internal_value=-0.000141266 0.000363368 -0.001394 0.0221315 -0.00516732 -0.0655027 -0.0887452 0.0307376 0.000518942 0.00161625 -0.0496751 0.00975577 -0.00017589 -0.0397196 -0.0743609 0.00169783 -0.000240586 -0.0518545 0.00177196 -0.116878 0.00312211 0.0278865 0.00504041 -0.0283978 -0.0114266 -0.00053963 -0.0406169 -0.00645178 0.00226047 0.0377667
internal_weight=263.161 261.051 241.55 19.5006 12.0002 4.47699 5.17644 7.52322 236.374 231.317 5.05687 2.98563 225.544 10.2036 7.33677 215.341 205.98 7.73021 198.25 4.88405 195.352 25.1645 18.1007 11.2679 9.93014 170.188 11.1141 7.60713 159.074 16.666
internal_count=2900 2856 2547 309 251 170 87 81 2460 2362 98 59 2338 81 64 2257 2219 57 2162 42 2140 264 234 157 142 1876 94 69 1782 130
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=9 18 6 20 5 20 18 5 2 20 17 0 23 15 3 6 6 17 22 21 15 22 20 7 9 22 0 16 22 18
split_gain=0.790034 0.801856 1.54195 0.791056 3.06587 2.37986 3.82765 3.21874 2.55386 2.34651 1.67653 1.79792 3.50022 2.19914 1.95516 1.80979 4.68622 2.98735 2.52343 2.57794 2.04002 2.76571 1.64479 1.59678 2.11384 1.51621 1.83467 1.82773 1.65353 3.14973
threshold=28.686210334850006 16.433295803950003 2.7550643716500001 43.19689381845 10.293758831600002 42.718072821900002 13.197799034350002 22.120912517600004 90.278415124550008 43.061965423550006 242.64190980425005 102.65877371115 -0.21013499999999999 18.978014882100002 77.769028339500025 13.665319288000001 13.775321858200002 212.86611723275004 -0.50001499999999999 5.2269517379000012 46.574831689400007 -0.10965999999999999 34.997818021800008 26.233880563250004 186.98623176200002 0.11970500000000002 105.70748523110002 22.664946999500003 0.049235000000000008 11.639306137250001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 8 -8 -10 11 13 -13 -6 -15 22 -17 18 19 -18 -20 -22 -16 24 -24 27 -27 28 29 -5
right_child=3 -3 -4 25 5 6 7 -9 9 -11 -12 12 -14 14 15 16 17 -19 20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.080340101791704172 -0.10570120998550572 -0.10564091028002663 -0.10752538498382758 -0.12431619449696769 0.047341832759096869 -0.14857336425682502 0.045324808305577682 0.04694852760776963 -0.15167107525008791 -0.024880610404684148 0.080055590938316143 0.070849300334350024 -0.098044744606468906 0.079658614737348726 0.050400198691514797 0.094655919559503587 -0.094837969743374162 -0.10275732156750959 0.0063744703551704392 0.03411690876917256 0.04419598316896324 -0.097809844166696747 0.011021659781244315 0.0137255633056695 -0.10209282224428069 -0.08265933496086407 0.057091640425337764 0.11011878701708258 0.095167897623844852 0.013213937318777812
leaf_weight=0.9658569709863507 2.8346395838307208 1.4180167188169432 0.7977434832137078 1.7289850153028954 10.468175121815873 2.6327658672817043 1.8684171624481658 4.9425116409547627 2.9528532009571791 2.8865176942199469 2.7247694809921077 1.6875136336311696 4.4970577661879352 3.029193438589572 1.8609172794967879 5.236498035490512 5.1988250333815804 2.8645279360935083 125.69597241142765 2.2089063040912151 2.0239138621836901 4.2546175187453619 2.2353801820427162 2.8593679517507544 6.3315494293347001 3.3588730888441196 1.3041268792003391 1.9829000774770964 2.2900091386400154 45.171131398295984
leaf_count=12 274 162 42 56 126 62 10 30 40 26 18 12 133 22 15 27 46 35 886 16 21 60 19 30 109 75 9 9 21 497
internal_value=-0.000128899 -0.0496544 -0.00463859 0.000483906 -0.00243733 -0.0009624 -0.0388738 -0.0160432 -0.0564358 -0.088996 0.00220067 0.00102509 -0.0519605 0.00290549 6.56304e-05 -0.00143404 0.00175057 -0.00166953 0.000407984 -0.056385 0.00359578 -0.0520336 -0.0367821 -0.0509808 -0.0725777 0.0110153 -0.0435744 0.0159896 0.0121952 0.00814385
internal_weight=260.313 3.18162 1.7636 257.131 201.295 198.46 15.2831 12.6503 7.70779 5.83937 183.177 180.452 6.18457 174.268 163.8 160.77 147.483 142.247 139.382 7.40773 131.975 6.27853 13.2872 11.4263 8.56693 55.836 4.663 51.173 49.1901 46.9001
internal_count=2900 216 54 2684 2017 1743 168 106 76 66 1575 1557 145 1412 1286 1264 1091 1064 1029 62 967 81 173 158 128 667 84 583 574 553
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=15 21 15 6 6 18 9 13 5 0 5 7 15 22 0 10 16 13 16 10 10 10 20 20 17 13 10 6 5 23
split_gain=0.762161 2.52207 1.30274 1.81893 1.8253 1.84379 0.999578 2.12228 2.29007 2.91965 2.65232 2.44068 2.42621 4.00114 2.9281 4.34262 3.27209 3.07143 3.20801 5.93665 5.85728 5.7824 5.15587 3.58304 2.75302 4.53493 3.52672 2.9428 4.09316 2.60218
threshold=11.896459116400001 17.123843457500005 12.389956812050002 4.9151148409000003 2.7550643716500001 16.118666550000004 187.70546222865002 98.238948544700023 13.361597395450001 98.615332683000005 16.069922422900003 25.967949918250003 23.969938375100003 -0.053019999999999991 96.055920542800024 71.090898343450007 18.094957686100003 109.34496908160001 19.214955067100004 66.697957758300021 66.318885161900013 65.630639880500027 38.175120519550006 37.572218886150004 212.33270692945004 115.63864956495001 62.837331883000012 16.575387281250006 30.690160697650004 0.093295000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -5 -8 -9 10 -10 -11 13 -12 15 16 -14 -18 -19 20 21 23 -21 -20 25 -25 27 29 -29 -27
right_child=2 -3 3 6 -6 -7 7 8 9 11 12 -13 14 -15 -16 -17 17 18 19 22 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.10917076015687549 0.065149997682518834 0.036107024842072809 0.096924868002199113 0.012119590947139592 -0.10803760153849795 -0.10438490301446053 -0.066911948065774718 0.056316629909073546 0.060186000407333309 -0.12077037058121649 -0.1586891912854404 -0.020583207876355949 0.099770181304815284 0.022380520157747785 0.045637030478523966 -0.089102040034502908 -0.091465851018526417 0.051877962419372148 0.072742551016534082 -0.013196058302561776 0.089927835940071241 -0.13025038122090382 -0.14283004422721388 -0.11007013499037584 0.080215136172706231 -0.019054460650193721 0.086132999207512509 -0.10792344434346275 0.052972158137759622 0.022120380989418636
leaf_weight=2.4976020727772257 3.0890723955817512 2.2911967020481825 1.1432324552442867 60.935388587648049 3.0549845311325043 0.75571909581776697 5.0014180324506006 6.7393459035083643 7.078771509230136 3.5654614744707924 2.5412697847932577 7.6459366166964173 3.1644958145916453 2.3478699899278572 12.769670636393128 5.8011842500418416 3.8214795384556046 10.701766477897761 6.4428493604063979 6.9321336057037097 7.1472467035055152 3.4926736876368514 5.504103060811758 4.1734135225415221 3.6494329944252959 34.79356565605849 4.1939862743020049 5.929300361312924 2.1560960859060287 27.464289227500558
leaf_count=281 36 22 11 767 219 65 163 57 45 74 28 83 10 12 81 94 64 66 31 38 31 22 54 31 18 245 21 67 10 154
internal_value=-0.000142194 -0.0396627 0.000608714 -0.00019215 -0.0601807 0.0168103 0.00102583 -0.00266701 -0.000862431 -0.00311177 0.000342783 -0.0524448 -0.00242547 -0.0717356 -0.000137953 -0.00445604 -0.000666131 -0.00318057 -0.000428256 -0.00543159 0.00271459 -0.00403909 -0.0705702 0.000924879 -0.00469326 -0.00863005 -0.00295032 -0.00826162 -0.0650181 -0.000890684
internal_weight=256.825 4.7888 252.036 248.947 4.95394 1.89895 243.993 183.058 178.056 171.317 160.106 11.2114 153.027 4.88914 148.138 135.368 129.567 126.402 122.581 111.879 99.4429 92.2956 12.4362 88.8029 82.3601 78.7107 74.5372 70.3433 8.0854 62.2579
internal_count=2900 303 2597 2561 295 76 2266 1499 1336 1279 1122 157 1077 40 1037 956 862 852 788 722 630 599 92 577 546 528 497 476 77 399
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=21 21 8 9 20 8 9 12 22 22 20 5 23 2 22 6 23 9 7 23 21 23 16 23 2 17 20 21 20 9
split_gain=0.768524 2.40487 2.37556 2.09108 1.8102 3.47947 3.49853 2.24588 2.08125 5.65929 2.99957 2.67989 4.4984 3.17751 2.42995 4.23092 2.70454 3.54706 2.1367 1.79375 2.48169 3.69298 3.98538 4.21196 1.71683 1.7208 2.79436 4.43036 2.51751 1.99774
threshold=3.3559787654000002 3.8005420560000007 8.2435668022500028 203.31429194770001 43.812290675100009 4.9461400813500012 185.04294426330003 78.909246879600019 -0.063985 -0.093604999999999994 42.072181850200003 22.073674782200005 0.079785000000000009 168.58119165855001 -0.50001499999999999 13.775321858200002 0.091885000000000022 208.74040644455002 23.974509389900003 0.10721500000000002 2.1194692063500002 0.084795000000000023 21.979948601300006 0.096995000000000012 35.561888367500011 187.98346801990002 39.646013290900008 6.5006332158500006 40.421032462050007 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=4 2 -2 -4 5 -1 -7 -8 9 14 19 12 -11 -13 15 -9 17 -16 -14 20 21 -10 23 -23 -3 26 -26 28 -28 -29
right_child=1 24 3 -5 -6 6 7 8 10 11 -12 13 18 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.076501303458412606 0.0028365494315999423 0.10431942777710833 -0.18441024169051451 -0.039387722563136954 0.052017639768926087 0.085139593628621432 -0.076001170596114609 0.054152630474256738 0.04842209760756231 0.044048292254437543 -0.060335636111670955 0.04582913890005208 -0.23786353846878161 -0.08995400224328956 -0.042643656630750953 -0.096783837918947624 0.088195578766810556 0.086978954772063341 -0.10389396542692307 0.090241659855746462 0.082926859224815755 -0.15884219459407167 0.053708616253784952 0.012679187571779396 0.038549806966464234 0.0042856143399698831 -0.25047214526724121 -0.0051640682127252454 -0.079049248798195346 -0.077876747544058419
leaf_weight=5.2014783440390593 3.2362881157314396 1.5126057863235463 2.0064149796962742 1.9709334149956701 8.1735108208376896 5.4642196053173384 3.4964794637635341 3.4553644135594324 10.032695802161479 1.6427267265971801 3.708177327644079 3.8391836890950799 1.6955329310148952 3.127307971008122 5.6603515271563101 4.0151773151010275 7.0996263693086794 3.3667647291440517 3.9969095827545971 4.9144794249441466 5.5372035237960509 3.4561823024414462 3.0038095153868198 2.4441434859763831 7.1048966037342316 104.82313331577461 1.0350718847475935 27.82484016334638 4.9716301816515625 4.3722342103719702
leaf_count=322 49 5 19 22 58 41 26 47 62 15 39 20 13 31 52 41 47 24 71 28 38 48 18 21 80 1037 12 419 129 66
internal_value=-0.000137256 -0.00436856 -0.0607813 -0.112546 0.0070648 0.00275019 0.00790581 0.00224048 0.00609382 -0.00990635 0.0244156 -0.0595433 -0.101729 -0.0151249 0.0201772 -0.0269709 0.0420181 0.00570056 -0.143798 0.0351093 0.0240385 0.00681935 -0.0400564 -0.0877914 -0.00168504 -0.00275306 -0.0190373 -0.0297469 -0.108589 -0.0150382
internal_weight=252.189 158.858 7.21364 3.97735 93.3313 85.1578 79.9563 74.4921 70.9956 37.8989 33.0967 14.3017 7.33517 6.96649 23.5973 7.47054 16.1267 9.02712 5.69244 29.3885 24.474 18.9368 8.90414 5.90033 151.644 150.132 45.3087 38.2038 6.0067 32.1971
internal_count=2900 1838 90 41 1062 1004 682 641 615 361 254 150 99 51 211 88 123 76 84 215 187 149 87 69 1748 1743 706 626 141 485
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=20 20 21 10 23 19 21 15 10 23 22 8 20 9 20 7 0 17 22 2 9 5 22 22 8 5 22 20 13 18
split_gain=0.757359 1.89144 1.87553 2.0889 1.72305 1.87224 1.79791 2.33107 1.24179 1.2361 3.33767 2.42798 4.91324 2.09163 1.83869 2.35296 1.72022 3.37965 1.9289 2.43269 4.58655 3.5798 4.0179 3.47915 2.50766 2.31684 1.72124 2.77472 3.48692 3.45963
threshold=49.275256100300005 48.852845034800005 3.4240268213500005 86.858705278550005 -0.27223499999999995 10.350835137000002 5.0287037994000015 36.282341310300005 90.740838818900016 -0.15684499999999998 -0.24103499999999997 5.9453602998000008 44.710446918150005 192.09062119805003 45.154229826150008 22.087764922150004 103.44649194340002 242.64190980425005 -0.10098 122.26439358135001 202.13708171315002 17.501078540900004 -0.58892999999999995 -0.22699 8.7431769115000026 21.324133279950001 -0.065399999999999986 41.590548329450009 117.50981642375002 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=1 4 -2 -4 5 -1 7 -7 -5 10 -6 12 -11 -12 -14 -16 18 -18 19 21 23 22 -13 25 -23 -21 -20 -28 29 -29
right_child=2 -3 3 8 9 6 -8 -9 -10 11 13 16 14 -15 15 -17 17 -19 26 20 -22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.084312809425078697 0.09087032564669642 0.05809557221006692 -0.098692140625257122 0.056466703433447299 -0.12144957552492359 -0.08840896258334778 -0.13429123446184379 0.1215249738053962 -0.10769051467393667 -0.11158306090764347 0.052924914655467552 0.07922070676603124 0.088872474695854298 -0.018108843082015325 -0.074708658887422438 0.036428188397427418 -0.11255089084499835 0.047949193833042712 -0.016054015947955583 -0.09009700670798218 0.029882264448563151 0.074769485012834314 -0.097571697404895574 -0.14358232699480511 -0.0027849152855850784 0.035790342859117988 0.018971127171274436 0.059820552183082965 -0.090421335275863046 -0.036621482570240511
leaf_weight=0.83164756360929359 1.0732068358920503 5.6388703458942464 3.8355914882849902 1.9614563607610764 1.4892090620705882 1.4787247804924848 2.634381660958752 0.82345876097679127 0.60232337750494469 5.8868724231142542 15.164553442271428 2.0240976735949516 2.0312032185029221 5.7047061976045361 3.7466259789653122 3.8756133625283837 3.5355229153065002 2.086055075051263 58.840055875014514 2.4448619419708848 15.261028507724403 17.612732000648979 3.5228540240786996 3.2040820159018057 5.4622308276593676 3.6363842338323593 53.506947197951376 6.0745480372570482 5.7257427275180808 9.5946759311482293
leaf_count=12 10 45 116 36 53 57 88 2 57 406 159 13 20 53 65 78 182 37 474 25 135 77 60 31 38 23 352 37 74 85
internal_value=-0.000110349 0.000858495 -0.0314654 -0.0519817 -0.000507949 -0.0544913 -0.0778752 -0.0133185 0.0179003 0.000843381 0.0231864 -0.0015575 -0.0395797 0.0335075 0.00432946 -0.0181999 0.00151148 -0.0529925 0.00315076 0.0192626 -0.00383531 0.0390716 -0.0330597 -0.0592523 0.0564111 -0.0148205 -0.0032544 0.00680049 -0.0236372 0.00076657
internal_weight=249.31 241.838 7.47258 6.39937 236.199 5.76821 4.93657 2.30218 2.56378 230.431 22.3585 208.072 15.5403 20.8693 9.65344 7.62224 192.532 5.62158 186.91 53.1683 24.5464 28.6219 5.54695 9.28533 23.075 6.08125 133.742 74.9019 21.395 15.6692
internal_count=2900 2681 219 209 2636 159 147 59 93 2477 265 2212 569 212 163 143 1643 219 1424 402 214 188 73 79 115 48 1022 548 196 122
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=2 0 10 8 14 20 5 5 12 21 21 22 5 21 22 3 18 20 7 16 13 13 15 18 21 22 15 17 7 6
split_gain=0.742677 2.68406 3.55822 1.90853 1.59728 1.35924 1.23298 2.3651 2.37695 1.58349 1.53183 2.42585 1.46817 2.09681 1.33181 1.23043 1.17979 2.24899 2.51598 2.12602 2.09597 3.18882 2.7674 2.13956 1.85038 1.86119 2.1298 2.75253 2.34217 2.45344
threshold=325.75432260090003 86.780739992750014 64.434276012450013 2.8477776226000002 414.62864134155001 46.650420857800007 26.225713454500006 24.779543538450003 281.66997808940005 15.440607301650003 9.3294251869500027 -0.013805 32.00428233840001 3.5085246469500002 -0.29600999999999994 63.038966242750007 12.949570119650001 39.646013290900008 22.296968840150004 22.624947093000003 117.64961624655002 117.61735474900001 41.403124198950003 13.057710350500001 8.5501791199000028 -0.23955999999999997 41.018034898650008 202.89085588380001 25.762580120700004 12.185284707250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 6 -4 7 15 -9 10 11 12 13 14 -8 -1 17 -17 19 -19 21 23 -22 -18 -25 -26 27 -27 -29 -30
right_child=1 2 3 -5 -6 -7 9 8 -10 -11 -12 -13 -14 -15 -16 16 20 18 -20 -21 22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=-0.10650390936727475 -0.12964403334325122 0.07544816037997118 0.042289830037015835 -0.10159829270542123 0.075348804407812525 -0.089764992766339313 -0.063578955092821299 -0.12519469457854457 0.0043323461758073521 -0.070477966003956352 0.086171757156778828 -0.11422644699681186 0.10405973547701733 -0.08608141150923658 0.065971531405181624 0.019772999093038691 0.058083757403644715 0.028003381154098367 -0.13059277062628605 -0.095090971930826523 -0.016777523344910072 -0.083701420753634487 0.070658904616648727 0.006131653778652886 -0.088533265804941336 0.0074251221673995414 -0.078514622266845746 -0.12784643309645577 -0.084322910862073566 0.091005508707944507
leaf_weight=1.0799480089917768 2.0112024671398094 3.7088174615055305 2.6263333231909205 3.2617945622187108 2.866975115844979 1.1083996506640685 0.97333383932709505 3.0657184971496454 2.6340524386614561 1.5213637147098769 4.3959599861409506 1.2613857360556746 2.240431563463062 1.6861413153819738 4.2956766609568149 6.2828689529560497 6.4818528699688605 3.618858175352214 3.1311414684168994 2.2916084062308073 5.7828620560467234 4.483661798760294 9.6775699183344823 118.57967484509572 3.4113320750184348 32.307150518987328 4.3033420993015161 3.0464591216295949 1.7771377936005595 1.4487833045423029
leaf_count=165 45 23 40 74 61 49 10 90 22 23 48 68 16 51 68 53 42 47 26 18 35 34 46 1193 80 343 37 44 39 10
internal_value=-0.000117342 -0.0236493 -0.00373623 -0.0457114 0.00116893 0.0030984 0.000243381 -0.00178572 -0.065336 0.0266884 0.036641 0.015819 0.0336577 0.0109794 0.0420399 -4.17891e-05 0.000514649 -0.0261832 -0.0581175 -0.0197228 0.00265334 -0.000450418 0.0379539 0.00172791 -0.000487662 -0.0174426 -0.0117874 -0.00434429 -0.064965 -0.00558171
internal_weight=245.362 12.7165 10.7053 6.99653 232.645 3.73473 229.778 213.404 5.69977 16.3743 14.8529 10.457 9.19558 6.95515 5.26901 207.704 206.624 15.3245 9.04161 5.91047 191.3 175.839 15.4604 171.356 164.874 46.2942 42.8829 38.5795 6.27238 3.22592
internal_count=2900 231 186 163 2669 89 2608 2324 112 284 261 213 145 129 78 2212 2047 144 91 65 1903 1822 81 1788 1746 553 473 436 93 49
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=20 23 8 23 7 23 23 19 9 22 7 18 23 2 3 23 20 9 23 22 16 7 18 16 2 16 16 17 7 5
split_gain=0.695219 1.42103 1.59433 0.885252 2.10177 1.45201 1.1411 2.63236 1.94957 3.29479 1.66534 1.97198 1.98854 2.03601 1.95198 1.61665 2.04865 2.33652 1.52545 1.50074 2.58412 1.35578 2.49259 3.56697 1.51475 1.44987 1.99228 2.30792 1.89989 1.38297
threshold=32.785955158400007 0.088500000000000023 7.943800736700001 -0.27223499999999995 20.696106785750004 -0.54481999999999997 -0.17732499999999998 10.250827068050002 192.09062119805003 -0.079824999999999993 22.087764922150004 12.657095015500003 -1.0000000180025095e-35 92.716362671650018 76.884525614550014 -0.23472499999999999 46.377258487500008 64.606296034500005 -0.11050499999999999 -0.13324 18.934955721800005 22.726915405250001 13.176060655350001 22.604947139800004 180.42199898520002 9.6249774926000011 12.644970430600003 176.11179263395005 22.969987962250006 20.410615048800004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 15 -10 11 12 18 -14 -13 16 -5 -18 -9 20 -16 24 23 -23 29 -24 28 -28 -27 -12
right_child=3 -3 -4 6 5 -7 7 10 9 -11 21 14 13 -15 19 -17 17 -19 -20 -21 -22 22 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10255613465214142 0.026384926902153733 -0.13716200803522835 0.089435735553057394 0.048872039415669942 -0.0087633774567131163 -0.14441211819995789 -0.1105058145699705 0.026837440481606745 -0.12953851610378875 0.026324738910760453 0.070909628312978493 0.094611886060113837 -0.034680305711682492 0.07587102056669949 -0.09210920000187181 0.08396212418357886 -0.13444213056071649 0.033791103798186693 -0.12649965907784158 -0.12007124494269172 0.049671525977771643 0.031080908688201715 0.067406495803208039 -0.1159499550623458 -0.044806117499358054 0.11821369630081367 0.07362572491219789 0.00018125010407327643 -0.10737071717275609 0.017640049105599583
leaf_weight=0.7584062007372262 2.8199188166763625 1.1176891730283385 1.0066058970987795 6.830633134348318 1.2997997882775965 2.0084374947473407 2.1648653977317727 1.0538083722349258 2.0151985222473741 4.1477007204666725 6.2854555328376653 0.76726801693439384 2.7260311529971677 4.2837856339756399 3.3600860545411697 5.7524759441148499 1.588506010361016 1.7188551761209963 1.6880732860881833 3.7517597666010252 2.0820985613390803 2.6912053152918807 3.3304453346645451 4.2647049548104405 3.0320861316286019 0.43111255532130544 4.4128776071593157 140.61818123492412 2.7862365946639329 21.698081190697849
leaf_count=108 71 53 7 74 20 48 229 34 30 32 46 4 27 40 93 55 38 15 54 76 11 17 55 50 53 2 27 1237 173 121
internal_value=-0.000116069 -0.0489323 0.00693895 0.00047123 -0.037047 -0.091116 0.00145597 -0.000801865 0.0231021 -0.0246408 0.000333041 -0.0273295 0.00463677 0.032879 -0.0586233 0.0416185 0.0175919 -0.0470103 -0.0675664 -0.0714114 -0.037866 0.00320989 -0.000530874 -0.0590645 0.0223306 0.00215522 0.000689327 0.00241595 -0.0771433 0.0296051
internal_weight=242.492 2.8827 1.76501 239.61 6.12816 3.30824 233.482 211.428 22.0534 6.1629 209.263 19.7129 9.7517 7.00982 9.96121 15.8905 10.138 3.30736 2.74188 9.19394 5.44218 189.55 158.535 6.95591 31.0156 151.579 148.248 145.031 3.21735 27.9835
internal_count=2900 168 115 2732 139 68 2593 2349 244 62 2120 339 155 67 184 182 127 53 88 180 104 1781 1561 67 220 1494 1439 1264 175 167
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=19 21 18 15 16 22 18 21 16 15 23 8 6 18 6 21 17 15 8 0 12 21 19 18 6 6 19 16 13 17
split_gain=0.656264 0.967641 2.09477 0.855212 3.16529 4.3007 2.9018 2.67835 2.43476 1.82577 1.3957 2.00249 1.34999 3.37527 4.4594 3.00696 2.29043 3.07927 2.02936 3.91612 2.01626 1.90476 2.26293 1.71187 1.59699 1.42663 2.14043 3.53776 2.15149 3.63786
threshold=14.651182102100002 1.0652877397500002 13.622618370000001 44.34858359035001 22.674946976100003 -0.063985 13.415872650200003 14.673280803050002 22.604947139800004 42.670190152050004 0.095290000000000027 8.543332867800002 16.455384477450004 13.303774303900001 16.565387047600002 6.415941214150001 188.07781354100004 37.576156502300009 8.3434888241000014 85.694602908050015 192.61644708960003 15.568130226050002 13.251069136700002 13.159487726550003 16.525386113000007 16.445384243750002 14.451165964200003 22.564947233300003 112.82921081865001 193.73902333365001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -5 -7 12 11 -11 25 16 20 -16 17 18 19 21 -15 22 -14 -18 -24 26 28 -28 -1 -30
right_child=1 2 -4 4 6 8 -8 -9 -10 10 -12 -13 13 14 15 -17 23 -19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0018618233388098229 0.071415439053080051 -0.053611207573180733 0.061808925376150681 -0.13053381725120802 -0.042822623745427522 0.079914074606979801 0.10378967790194411 0.022819887033810639 -0.051754427567487417 -0.045342777741167573 0.078175367600032131 0.074406442088412766 -0.084241974122298904 -0.19833955993603231 -0.065086093718966273 0.078778345044091869 0.076759318420201825 -0.097881590926741702 0.044856667484294087 -0.2028159573701408 -0.077738450242803125 -0.1364328868753949 -0.061613673677439265 -0.0067298682127933497 0.07213441400084751 0.06228798878088343 -0.11066284464726478 0.0029410454281807645 -0.0082728463139297628 0.060975530875412166
leaf_weight=113.70169039617758 3.1092341020703298 3.1933512417599559 3.0978449769318104 5.7819968983531007 2.3498254017904392 2.910253271460534 3.1726851277053356 1.4182303571142254 2.7142060333862901 3.2324178209528309 5.168121837079525 2.4586023390293121 1.810280965641146 2.2920163795351964 3.308573906077072 2.5902828807011247 5.4950768435373885 3.990924176760017 6.2189212180674067 1.1365942806005467 3.5078958254307508 0.97062378586269904 1.1229120232164858 4.4404507651925087 4.3554383516311646 3.9093698011711231 4.4137825043871981 7.233787938952446 14.451310178730639 15.969430917873977
leaf_count=1825 16 31 14 97 34 17 13 15 34 30 22 15 127 18 37 13 24 36 52 8 33 20 13 25 81 16 30 43 79 82
internal_value=-0.000120518 0.0257778 0.00322277 -0.00117844 -0.0218899 -0.0491462 0.0414062 -0.100328 0.0163746 0.000615872 0.0405547 0.0063906 -0.00154271 -0.0176721 -0.0631331 -0.00191291 0.000331094 -0.019491 0.000544628 -0.0287846 -0.125398 -0.00483535 0.0126894 0.0394458 0.0447197 0.002623 0.00112558 -0.0401085 0.00445801 0.0280792
internal_weight=239.526 9.40043 6.2912 230.126 18.3472 12.8247 5.52251 7.20023 5.62446 211.779 10.8591 5.69102 200.919 41.24 11.6988 5.89886 29.5412 19.6057 15.6148 9.39585 5.79991 8.25926 7.28863 9.93553 5.47835 159.679 155.77 11.6476 144.122 30.4207
internal_count=2900 61 45 2839 210 163 47 112 51 2629 67 45 2562 487 101 50 386 337 301 249 51 241 221 49 94 2075 2059 73 1986 161
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=2 0 10 8 14 20 6 6 3 17 17 12 9 17 9 9 15 16 21 15 13 0 20 2 16 20 16 7 15 16
split_gain=0.621058 2.36024 2.90121 1.68921 1.26745 1.10343 1.07229 2.21251 1.3214 0.996524 1.96425 2.35426 1.82669 1.59086 1.4231 2.36794 2.99701 3.54362 2.19928 1.78885 3.12958 6.07496 2.58227 3.16546 2.27252 2.36084 2.58672 2.05205 1.96098 1.86728
threshold=325.75432260090003 86.780739992750014 64.434276012450013 2.8477776226000002 414.62864134155001 46.650420857800007 5.0951190466500007 2.7550643716500001 68.555682326450011 242.64190980425005 213.85098605320005 196.16582281515002 208.47660979520001 234.67375690460003 215.80505313260002 207.37918994975004 34.761639995350009 22.604947139800004 10.906115243900002 28.566186095050004 109.57886493895002 95.762878606550018 37.858673296900008 63.69489481965001 11.934972090850001 37.511241581900002 18.714956236300004 20.562096111400006 27.992471162000005 20.914951091750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 6 -4 7 8 -1 10 14 -12 -13 -14 15 19 18 -18 -17 24 21 -21 29 -24 27 26 -26 -8 -27 -22
right_child=1 2 3 -5 -6 -7 9 -9 -10 -11 11 12 13 -15 -16 16 17 -19 -20 20 22 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=-0.10503943818963538 -0.12836689345748861 0.071381044608153019 0.040017637388298208 -0.097560454402982583 0.069443131621558685 -0.083923709747868655 0.042140657587335935 -0.092155893257112251 0.068902871145701594 0.060246915702303755 -0.11772811288418812 0.056546150448377935 -0.11357559802973059 0.021637433277223832 0.03117666890092835 0.0072326700795213158 -0.15848163302933693 -0.011086602584231151 -0.0911507001406998 -0.11044025604159771 0.015672178574196175 0.054823219187906683 -0.10734938382103716 -0.00068362254884382894 -0.11270476277027895 0.025264882191308027 0.023365705237473128 -0.10782558349443441 0.096080484781231046 0.091431147761463924
leaf_weight=0.56138949020532836 1.7863247590139497 3.4007733892649394 2.5085991806117822 3.007559840218164 2.679032669751904 1.0065121563384307 1.422097121831029 3.5456747015705332 1.9669655074831096 2.8409719611518076 2.9825814319774491 2.4888176983222365 2.015884968452156 1.5310078125912694 16.10256976808887 15.04609953903128 3.3575381701812139 3.1721442942507565 2.6763014057651153 6.7657820368185622 9.6152047291398031 3.3136612121015787 2.8824817743152371 79.960295882774517 2.496682393597438 42.681475423974916 3.1721119577996433 2.5459262343356386 4.3047396740876129 4.9172518327832213
leaf_count=119 45 23 40 74 61 49 27 262 41 38 68 24 34 17 163 149 44 26 34 107 65 21 23 536 107 479 29 150 20 25
internal_value=-9.68466e-05 -0.02255 -0.00350183 -0.0425441 0.00107146 0.00452844 0.000247726 -0.0411907 0.0302812 0.00141142 0.000628339 -0.045045 -0.0091282 -0.0552112 0.00264316 0.000203493 -0.0289624 -0.0868766 -0.00762443 0.00451447 -0.00306514 -0.0561092 0.00242552 -0.00439502 0.0188984 0.024398 -0.0365632 -0.0540793 0.0317528 0.0413062
internal_weight=236.754 11.7098 9.92344 6.52267 225.045 3.51511 222.366 6.07403 2.52835 216.292 213.451 9.01829 6.03571 3.54689 204.432 188.33 24.2521 6.52968 17.7224 164.078 107.455 10.0794 97.3752 82.8428 56.623 52.655 5.66879 3.96802 46.9862 14.5325
internal_count=2900 231 186 163 2669 89 2608 422 160 2186 2148 143 75 51 2005 1842 253 70 183 1589 777 128 649 559 812 635 136 177 499 90
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=20 23 8 10 20 19 15 22 9 7 18 5 7 18 7 20 22 7 16 7 20 4 14 22 13 20 17 8 19 7
split_gain=0.591404 1.20253 1.37273 0.815674 0.693221 1.33561 1.74364 0.661645 1.02104 0.717176 2.56865 2.99218 2.23571 1.98442 1.55518 2.07688 2.90519 2.73022 2.16991 1.53156 1.4947 1.35667 1.25053 1.17316 1.5207 1.73755 1.17156 2.83348 1.59322 1.6491
threshold=32.785955158400007 0.088500000000000023 7.943800736700001 64.221887820150016 34.542090938800008 13.951125619400001 23.304416445750004 0.68694500000000025 93.169089829900017 22.726915405250001 13.197799034350002 22.553892743650003 22.446731871300006 14.708525021850003 19.874819532250005 41.872669623500009 -0.13978499999999996 22.087764922150004 22.744946812400002 21.118786167550002 44.421469061800003 375.86663358980007 168.39662374755002 -0.24103499999999997 99.739108181550009 45.90502654165001 189.46592532740002 8.3434888241000014 14.351157895250003 22.620341628000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -2 9 -9 12 11 -11 13 14 21 17 23 18 19 -16 -18 -6 -14 -17 25 -25 28 -28 29 -24
right_child=4 3 -4 -5 7 -7 -8 8 -10 10 -12 -13 22 -15 15 16 20 -19 -20 -21 -22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10220808852023021 -0.11207335884093961 0.011666258927696715 0.086236697673817031 -0.1817331986831735 0.029721388230337206 0.089401500119687616 0.036771659285401569 -0.011237527909791389 0.09488572172268335 -0.013182558814568972 -0.0017443465641465016 -0.13756101771365717 0.075644600211309365 0.068908325314702437 -0.011660443180036287 -0.082591313974647473 -0.15080616554808313 0.04624791408047299 0.014631446282904463 -0.15635644271594645 -0.034275888671238423 -0.076855828298602158 -0.04832501488185395 0.050287373117827695 0.057880005562278541 -0.11854536125477716 0.04603678045974656 -0.088246457735945597 0.094152419018718889 0.078156903349209536
leaf_weight=0.65823345328681104 1.0787334888009348 0.30206655524671056 0.9365948336198926 0.78428513073595241 10.612822097726164 2.5302219092845917 2.9103910271078348 1.8121248087845736 1.8143109986558554 5.2757955053821188 151.59463479398983 3.0537223652936518 5.5888116247952011 3.3012766344472757 1.1489770191255977 1.9020816767588229 3.4431074790190914 6.7068820842541754 3.0304966308176517 2.0133296893909574 1.6179640931077299 1.3458522455766786 2.4900888800621015 1.0433514313772323 2.9101653010584414 1.4661623914726076 3.6409263534005731 2.7644501505419612 3.6445364682003856 1.7590436991304157
leaf_count=108 51 7 7 46 190 13 20 25 15 31 1781 54 23 36 45 54 68 39 22 27 28 24 31 8 22 40 27 25 18 15
internal_value=-0.000118482 -0.0468132 0.00845988 -0.127957 0.000424671 0.0325689 -0.0034788 -0.000510943 0.0418561 -0.00120819 -0.00471508 -0.0587815 0.00807252 -0.00539907 -0.0119861 -0.0260405 -0.0552938 0.00204076 -0.0458361 -0.103783 -0.113553 0.017727 0.0355351 -0.0150229 0.00869074 -0.0483517 0.0198582 -0.0119176 0.0456429 0.00403561
internal_weight=233.181 2.68118 1.59483 1.08635 230.5 6.51935 3.98912 223.981 3.62644 220.354 159.924 8.32952 60.4303 40.5425 37.2412 25.2825 12.3828 12.8997 6.1928 3.16231 5.06107 11.9587 19.8879 7.32176 5.41968 2.50951 14.299 6.40538 7.89367 4.24913
internal_count=2900 168 115 53 2732 84 71 2648 40 2608 1866 85 742 603 567 353 220 133 94 72 96 214 139 124 70 48 116 52 64 46
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=2 18 10 7 0 2 9 17 20 17 12 23 22 14 18 6 10 0 20 6 9 20 0 6 5 6 7 17 19 4
split_gain=0.546944 2.07943 1.85302 1.50067 1.40466 1.06331 1.12754 1.05991 2.17564 2.76509 2.29013 2.23267 1.04944 1.7502 1.03495 2.17164 2.09677 1.87191 3.72666 1.70974 3.54789 3.07732 2.84148 4.81336 2.22668 1.73655 1.57949 2.35041 1.68207 3.03374
threshold=325.75432260090003 13.954623666350001 64.434276012450013 22.426784932800004 113.66800975535001 309.73785348360008 199.46724415935003 208.12573104970002 42.526729949000007 209.83020864525002 195.51336019310003 0.089185000000000028 -0.081844999999999987 300.04156750970009 15.353948930850001 13.665319288000001 78.220689305400015 102.65877371115 45.027406014450008 14.815346158200002 203.83507631320003 43.411469133450005 93.262612545250008 15.185354803400001 18.152162791050003 13.775321858200002 23.789355599150003 201.59899553070002 14.251149826300002 292.27430887770004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 7 -7 14 9 -9 11 -11 13 -12 19 16 -16 -18 -19 20 -1 25 23 -21 -24 -22 27 -25 -28 -30
right_child=1 2 3 4 -6 6 -8 8 -10 10 12 -13 -14 -15 15 -17 17 18 -20 22 21 -23 24 26 -26 -27 28 -29 29 -31
leaf_value=-0.0028519861244580545 -0.12347737486455293 0.05461263305475525 0.056633061089557138 -0.093007431091919751 0.043025234068092229 0.074716502800473136 -0.018777150489825211 -0.10314267359237446 -0.08360317946288115 0.02212950858986833 0.074888250560218514 -0.12477538132944821 0.078199937139531495 -0.061552876693041006 -0.081568202774059143 0.061281390067073518 0.047150445254712486 -0.089462094098600953 0.042887455635655464 -0.10882479947954682 -0.026014321941864496 0.03869989698013418 0.094705845418103646 0.0014002897240022001 0.010724989641486575 -0.1347548684359163 0.072295320616009712 -0.083194995414099748 -0.055292290849514952 0.047221863486590965
leaf_weight=31.234684239840135 1.7020219089463342 3.4739028522744757 1.3168480022577567 3.6212131951469928 0.96038848848547775 3.8388562052277839 1.9427277726354075 2.36386893806048 4.4784117287490508 2.2452755187405264 1.8761871458264061 1.9185664632823316 4.4701128050219259 1.8844400402158497 2.6426168861799004 8.7063423031941038 8.5733510509599018 3.9952275492832978 4.5510215960675851 3.9413309739902607 2.0548388808965665 1.9216169510036705 5.8824597597122175 87.434699989040382 6.8146227952092886 5.1476953756064177 6.2865833491086986 3.4125550705939522 4.6232966482639295 7.6856119986623526
leaf_count=451 49 27 11 99 45 53 24 34 92 42 18 46 40 53 51 59 87 283 139 43 23 15 24 837 40 81 31 27 32 44
internal_value=-0.000108779 -0.021793 -0.00332709 -0.0374508 -0.0644925 0.000983126 0.0433008 -0.000159383 -0.0225533 -0.00402783 0.0148751 -0.0455596 0.0454484 0.00651797 0.00205082 0.0196702 0.00133812 0.0141357 -0.0189837 -0.000962858 -0.0188768 -0.0737346 0.00477144 -0.000252252 0.0496327 -0.103732 0.00365774 -0.00177742 0.0302109 0.00871696
internal_weight=231.001 11.0744 9.37235 5.89845 4.5816 219.927 5.78158 214.145 19.2369 14.7585 12.3946 4.16384 8.23074 3.76063 194.909 28.4686 19.7622 17.1196 8.54625 166.44 40.3588 9.12415 126.081 113.384 12.6971 7.20253 109.443 90.8473 18.5955 12.3089
internal_count=2900 231 182 155 144 2669 77 2592 325 233 199 88 111 71 2267 619 560 509 422 1648 570 119 1078 1014 64 104 971 864 107 76
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=16 19 10 13 2 22 6 20 21 10 10 21 22 21 4 20 9 9 9 21 21 10 6 23 6 22 21 22 0 5
split_gain=0.583517 1.92386 1.58448 1.17965 1.15506 0.888189 1.04957 1.20785 1.85432 1.83843 2.0831 1.71214 1.9209 3.3108 2.02578 1.60498 1.58156 2.06717 1.89496 2.33749 1.96603 1.54788 2.78917 2.87647 2.20277 1.51528 2.70979 1.74432 1.43864 3.91126
threshold=11.934972090850001 10.650859343850001 90.740838818900016 74.940770386250009 156.90682228315003 0.68694500000000025 4.9151148409000003 43.19689381845 6.655069997600001 74.784839814650013 70.343506983200015 6.415941214150001 -0.08459499999999999 4.6354459407500004 208.63771838305004 43.082598263550004 104.11289958150002 60.983947735000008 187.70546222865002 9.6192228234500021 15.031613344500002 62.197478847950002 16.575387281250006 0.090390000000000012 14.055328400500002 0.23643500000000003 0.25448588140000006 0.20327000000000003 85.716110573100011 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 4 -3 -1 6 -2 15 11 10 21 12 14 -14 -9 16 17 -8 19 -18 -21 22 23 -10 -23 27 -27 28 29 -20
right_child=5 3 -4 -5 -6 -7 7 8 9 -11 -12 -13 13 -15 -16 -17 18 -19 25 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10698724063834096 -0.060062259066644509 0.098966035196808425 -0.10336655078099743 -0.10291977094646095 0.035694937024296255 0.053282964854428572 0.022232372926877412 -0.017919196956710844 -0.11615745374700553 0.065782251391833649 -0.10106624038035915 0.11000976225203721 -0.13569100849103055 0.051741670909199379 0.073652915056003881 -0.069596632757534568 0.054343576514845476 -0.11046171007868069 -0.16483716408847054 -0.06848586206085007 0.035889265425873139 -0.03635619741968165 0.043821529722241861 0.034955117867650203 0.077578728131899449 0.020876528551584006 -0.11180661002147599 0.065324632407225261 -0.00025149834000244147 -0.0090904343689958665
leaf_weight=0.62352068681502526 2.8441795876133247 0.31875075469724778 1.1615580529905853 3.14619631820824 6.300096497638151 3.2089950619265428 1.9601531671360124 3.4155901204794654 4.1355115501210182 3.3175175841897717 2.4444165714085093 2.9402645807713261 1.7558805043809127 2.0342257751617581 8.2533707101829332 3.5033144804183385 13.050568288657816 2.9272867721738294 1.9965277146548022 3.6284110499545923 3.5904363188892603 2.7889843666926017 3.3626513597555459 1.811441136524081 4.3335431725718081 2.8066931976936749 3.4085132391192019 3.8086830601096144 120.53837536321953 8.3811595658771676
leaf_count=54 218 8 238 200 109 29 32 30 57 25 56 10 22 24 59 50 85 198 24 32 19 31 52 12 25 23 55 19 995 109
internal_value=-0.000104906 -0.0220044 0.00471314 -0.0843477 0.0228454 0.00106479 0.000278222 0.0010947 0.0165894 -0.00287082 -0.0149365 0.0400631 0.0267595 -0.0350921 0.0468491 -0.00261392 -0.00120112 -0.0572435 0.000497941 0.0290871 -0.0165728 -0.00212394 -0.0289695 -0.0701286 0.032965 -0.00361363 -0.0518889 -0.00138657 -0.00332737 -0.039054
internal_weight=227.797 11.5501 8.08518 3.46495 6.92362 216.247 213.038 210.194 40.5934 22.1941 18.8765 18.3993 15.4591 3.79011 11.669 169.6 166.097 4.88744 161.209 20.2694 7.21885 16.4321 9.3096 5.94695 7.12253 140.94 6.21521 134.725 130.916 10.3777
internal_count=2900 609 401 208 163 2291 2262 2044 403 258 233 145 135 46 89 1641 1591 230 1361 136 51 177 121 69 56 1225 78 1147 1128 133
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=3 23 7 0 13 21 3 3 20 2 21 22 22 9 22 18 17 2 23 10 6 22 16 6 19 21 2 21 18 6
split_gain=0.505308 2.25747 1.39952 0.884994 2.56021 3.93696 1.731 1.72086 5.37445 1.87357 1.36851 2.69773 1.73618 1.36117 1.25068 1.05248 2.72986 2.10801 1.94219 1.36633 1.22074 1.0248 2.65145 3.7874 3.82024 3.59601 3.50283 2.34467 2.52609 2.93887
threshold=108.42013948475001 0.070195000000000021 19.041006859700005 85.716110573100011 117.59047016770002 14.673280803050002 93.770731131900007 93.58791597905001 39.091773401050006 86.011634045550025 4.1402214890000009 -0.087910000000000002 -0.082074999999999995 188.14427954665004 -0.091779999999999987 13.278511569200001 184.59783591905003 151.19096455890005 0.088395000000000015 66.499011856650014 16.705390318750002 -0.068524999999999989 22.554947256700004 16.180378051950004 14.451165964200003 7.7850244945500009 190.89843378335004 15.205825075850003 13.809421053700001 16.305380972600002
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -9 -10 12 -12 -6 -13 -8 16 19 18 -18 -5 21 22 23 24 -17 26 -24 28 -23 -30
right_child=1 -3 3 6 10 -7 14 8 9 -11 11 13 -14 -15 -16 20 17 -19 -20 -21 -22 27 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.053935801048920963 -0.096534428770640834 0.091345243772252907 -0.10455362765623975 -0.090632104394749169 0.056107339378928991 0.066262567575341241 0.089643912222521216 0.11451570774533602 -0.0069843482846755388 -0.13369348549021109 -0.11658498665932793 0.074843146487469994 -0.027575759716317844 -0.035778758043386309 0.014305263036775607 -0.0058298665454746979 0.10958548105474022 -0.024331573965986883 0.026674442498734203 0.017668030916785132 -0.066325685794620559 0.052165690354750972 -0.18561411000514197 0.052959635845914954 -0.18710442373173886 0.018096943870286666 -0.04666436162063739 -0.074659446302277541 0.0092401125393481286 -0.09410049570201065
leaf_weight=4.7865013701375565 2.1441538842627774 0.91136053577065457 6.0077141979709294 2.6410420411266413 6.7335445741191515 1.7400909522548316 3.6206003203988075 1.5683427602052677 1.6751967892050741 3.846327475272119 2.4339995859190822 2.0270534493029109 3.9240581234917054 2.4649291490204632 5.6297081578522903 59.796748460968956 5.2757674418389779 3.4236262869089833 6.0828239470720291 2.0842686798423529 2.8377015087753525 13.33269691467285 2.4844148904085142 11.610858643427489 1.1856153635308135 5.4909051768481723 6.7260806877166033 3.1653171693906179 46.236557630734751 2.9260916840285054
leaf_count=60 125 12 212 30 52 17 14 6 9 55 34 12 40 30 33 1108 23 27 32 19 24 74 18 62 11 26 50 41 620 24
internal_value=-0.00010692 -0.040496 0.000449584 -0.000730346 -0.0182967 -0.0661898 0.00159161 -0.000548725 -0.0488485 -0.0952507 0.00280623 -0.0318004 0.0252958 0.0141405 0.0437931 0.00140471 0.0233019 0.0444521 0.0651844 -0.0428624 -0.00133713 -0.000131433 -0.00723041 0.000612535 -0.0093542 -0.0459577 -0.0841443 0.00930653 0.0135593 0.00308943
internal_weight=224.814 3.05551 221.759 216.972 25.3314 7.74781 191.641 182.39 7.08987 5.52152 17.5836 6.92598 10.6576 4.49198 9.25031 175.301 19.5075 14.7822 11.3586 4.72531 155.793 152.955 87.2946 72.5932 60.9824 14.7014 9.2105 65.6607 62.4953 49.1626
internal_count=2900 137 2763 2703 397 229 2306 2259 70 64 168 76 92 42 47 2189 131 82 55 49 2058 2034 1275 1181 1119 94 68 759 718 644
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=19 8 12 12 21 9 5 17 4 23 17 2 8 9 8 8 20 15 16 18 15 18 23 16 4 20 22 15 23 18
split_gain=0.557479 0.89434 0.725383 0.879577 2.94337 2.30873 3.07986 1.28232 0.966193 1.54011 1.46259 1.46161 1.21231 2.97047 1.49897 1.26669 1.45825 1.25436 3.3104 3.22509 2.75471 2.44077 2.05127 2.32593 4.27608 4.38019 4.30923 3.91799 5.16799 3.18599
threshold=14.651182102100002 8.6432548896500023 58.770113158150004 92.695913642950003 1.0000000180025095e-35 201.2906445504 17.886193876600004 189.90635174060003 163.60960442095003 0.085765000000000022 166.83257850275001 167.29597799085005 8.9430209551500024 226.28914430085004 9.6424751081000029 8.7431769115000026 39.945535567850008 28.777417478550003 18.684956306450005 15.042884401850001 27.992471162000005 14.025183600500002 0.093295000000000031 22.654947022900004 248.34582299520005 41.289992964000007 -0.10282499999999999 39.283112803100003 0.081815000000000013 13.622618370000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 -5 11 -10 15 14 -14 17 -17 20 21 22 -12 -19 23 24 26 -26 -20 28 -28 -25
right_child=1 -3 3 8 5 -7 -8 -9 10 -11 12 -13 13 -15 -16 16 -18 18 19 -21 -22 -23 -24 29 25 -27 27 -29 -30 -31
leaf_value=0.062054832451330658 0.055611985597969274 -0.0090725449161364827 0.083452119035459141 0.089137754067473485 -0.18629189287681527 0.012190455350904364 -0.043414518232978254 -0.014874567613505552 -0.10924482137628307 -0.0075048322660368066 0.004630262967061545 -0.0062462401661737207 -0.13325998364510111 0.05650731061149708 -0.0099334826439140024 0.095903358423483881 0.0080917352593055467 0.027430491330381904 0.064318018533679203 0.067374609491739748 0.079049695468484504 -0.097584200095382226 0.01049894775376318 -0.026150850997681021 -0.011824335167843182 -0.11488519613827029 0.037520649327697636 0.039105347509116761 -0.133163503754851 0.086429065053381826
leaf_weight=1.8039413522928942 4.5047967741265875 4.0674293241463602 2.76376747584436 3.1009865363594136 2.1910133827477676 3.4262666322756559 4.8447275047656149 2.5501656224951148 2.456796759448479 3.5216377438046038 64.633917844592361 3.1368594018858857 2.7850925307720891 2.054059817455709 1.5253128209151325 3.000293539837001 5.1156873148865998 2.0677270926535112 6.6666506063193109 6.3163243015296748 5.3886695015244177 6.3818861657637171 38.044729171320796 6.0020489552989584 7.3341239364817765 9.421377368969841 2.6423079278320056 4.5434738602489224 5.3976891608908772 4.3252142295241356
leaf_count=10 27 34 31 21 32 38 38 22 172 23 1328 117 42 20 19 17 38 21 46 44 36 134 254 52 60 112 15 25 44 28
internal_value=-8.45702e-05 0.0249199 -0.00108879 -0.00162701 -0.0243423 -0.0551263 -0.0879082 0.036265 0.000202613 0.0377472 -0.00111129 -0.0514844 0.000423011 -0.0424582 -0.0896187 0.00196245 0.0405537 0.000110986 -0.00712572 -0.00154825 0.0103573 -0.0669915 -0.00670767 -0.0208363 -0.0328358 -0.069774 -0.00068437 -0.0351223 -0.0770689 0.0209993
internal_weight=222.015 8.57223 213.443 211.639 15.7759 10.462 7.03574 5.31393 195.863 6.62262 189.24 5.59366 183.647 6.36447 4.31041 177.282 8.11598 169.166 99.1436 90.6939 70.0226 8.44961 84.3776 46.3329 36.0056 16.7555 19.2501 12.5835 8.04 10.3273
internal_count=2900 61 2839 2829 161 108 70 53 2668 44 2624 289 2335 81 61 2254 55 2199 835 680 1364 155 636 382 302 172 130 84 59 80
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=20 15 17 9 7 23 3 23 12 7 18 8 8 0 18 7 18 7 15 22 18 22 2 18 21 15 16 15 2 9
split_gain=0.519125 0.989706 0.612621 0.788817 0.717828 1.41914 1.30234 2.01751 1.25125 1.18927 2.47764 1.40424 1.80802 2.19032 1.30587 1.60615 1.48139 1.84196 2.74195 2.3181 5.14004 2.1712 3.48246 2.55345 3.71244 2.97139 1.92134 1.49616 3.54691 1.70722
threshold=32.785955158400007 36.282341310300005 157.96759137085004 43.506455664950003 19.874819532250005 -0.27223499999999995 108.3367972827 0.070195000000000021 198.76868305175003 21.725272673150005 14.339258036900002 9.5425530862500008 8.8430989333000021 86.950112854950021 12.949570119650001 22.597569836950004 13.042786209850002 23.124786352450005 42.385947950200006 -0.085734999999999992 13.316069313700003 -0.065399999999999986 70.507592614000018 13.849588037450003 12.488762019500003 17.991885019200001 22.624947093000003 36.168474401900006 279.29267393065004 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 3 -2 6 8 -4 -8 -6 10 -7 12 14 -14 -11 -16 -17 18 19 -18 26 22 -19 -23 27 -26 -21 29 -29 -25
right_child=2 -3 4 -5 5 9 7 -9 -10 11 -12 -13 13 -15 15 16 17 21 -20 20 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.092676303010497577 0.068121784804494642 0.045401568318438841 0.048032033150158332 -0.11692032027108211 -0.13010206955804368 -0.052007787051932035 -0.072949302267705365 0.099225382945570331 -0.006347417516464381 -0.035597421693382182 0.080934076979960384 0.066520834378481872 -0.10181492038918744 0.0053156846213679478 0.037866929959149039 0.06791392761439885 0.022382613137535923 -0.1315777763746748 -0.10983510745143821 -0.049853106293492218 -0.16411092289724549 0.05819927905046085 -0.0021552192507016993 -0.015338627423496305 0.052457868372248542 -0.1457358446536795 0.055055447644867798 -0.089893654209437124 0.05517309571484167 0.038450349134215911
leaf_weight=1.5659466409415466 0.30815977510064729 0.77652446180582035 7.7970277211861667 0.91267513349885121 1.5735187198733904 9.1754664725158346 2.491753442678601 0.93631211691535998 1.6993075660429893 8.2533819396048766 1.6547091691754747 3.3523033475503317 3.6902697472833088 3.9525127299129963 13.777795450761912 3.3630688511766484 10.085008994676176 2.1412564632482676 3.285181133542209 3.7614140319637954 2.6730438792146742 13.428774559870375 71.571539515338372 7.6852731776889405 1.0673577492125326 2.5969276609830558 3.2577219940721989 3.7944135256111613 3.0324155855923891 25.411317973746918
leaf_count=164 25 4 89 65 46 209 98 8 27 66 15 23 55 28 133 24 61 41 58 25 36 76 1007 168 21 39 17 38 26 208
internal_value=-8.02142e-05 -0.0469038 0.000425866 -0.0702125 0.000826025 -0.000526842 0.0254467 -0.025923 -0.0658465 0.000536681 -0.031696 0.00237223 0.00122119 -0.0464117 0.00325287 0.00512873 0.00225857 0.000822837 -0.0252332 -0.01118 -0.046103 0.00541947 -0.00591477 0.0200727 0.00832649 -0.0880046 -0.00116294 0.017168 -0.0254563 0.0259602
internal_weight=219.072 2.34247 216.73 1.22083 215.509 204.284 11.2251 3.42807 3.27283 201.011 10.8302 190.181 186.829 7.64278 179.186 170.933 157.155 153.792 23.0624 19.7772 9.69218 130.729 73.7128 57.0165 43.5877 3.66429 7.01914 39.9234 6.82683 33.0966
internal_count=2900 168 2732 90 2642 2447 195 106 73 2374 224 2150 2127 83 2044 1978 1845 1821 197 139 78 1624 1048 576 500 60 42 440 64 376
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=2 17 9 5 10 22 21 5 21 5 7 20 21 5 15 22 10 5 9 9 9 20 6 5 15 5 16 18 12 2
split_gain=0.511825 2.29246 0.960147 0.690262 2.30716 1.46517 1.20063 0.948767 0.879037 0.867208 2.76306 2.4236 1.9641 1.93148 1.99211 1.79952 1.72431 1.31521 0.861987 2.27248 2.00138 2.42737 2.71897 1.77905 1.70395 1.61449 1.55856 1.22072 2.52487 3.14972
threshold=357.36576196840008 207.18249964335004 53.944017839150007 29.040033326300005 60.474177186300004 -0.23557500000000001 0.73131419490000016 26.225713454500006 11.790993765850002 23.721757872050002 23.124786352450005 38.115457128050004 6.5365111340500013 22.963361893800002 42.133814420300006 -0.068524999999999989 61.923256118600001 23.334907547600004 219.38617924735004 216.18094582280003 210.97856947250003 41.558544840500012 14.925348728400001 19.500380888400006 24.673905035600004 14.828620505300002 9.6249774926000011 15.103091397600002 261.40539695100006 308.2991537635001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -1 9 -7 13 11 -11 16 14 18 17 -12 -15 19 20 27 22 25 24 26 -22 -20 28 -6 -30
right_child=1 -3 -4 5 7 8 -8 -9 -10 10 12 -13 -14 15 -16 -17 -18 -19 23 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0046441113332452251 0.0013136468532128709 0.049220895363528444 -0.14074861554580206 -0.092762906284627675 0.0014186585426207345 0.06239156262631184 -0.11440252238969187 0.052201899523166062 -0.023459204693116603 0.064031326060019433 0.032643435479788339 -0.12904551803831862 0.04429543046388959 0.053394653398431073 -0.084757029688108554 0.078293005041745856 -0.091152754938737673 -0.037657337496249478 0.065923181252112134 0.060110041455856036 0.023967199172117589 -0.11666327764758871 0.051712750513912456 -0.1404497027503944 0.031740984939230311 -0.09582651180611218 -0.09839616095550402 0.019057420637569971 -0.12293709383754706 0.029448111277518386
leaf_weight=1.2412281117867672 0.664748588460497 1.8238824160653164 1.6733322662184944 0.87561666755937029 97.746945438557304 5.6509447005810198 2.6685481905005872 3.5486613460816434 1.511724292533472 0.80461222724988957 1.8380208797752837 3.3861667457967997 5.6120070442557335 2.847970271948725 2.7863678904250255 6.164817867567761 2.9008576290216297 3.5813142918050289 0.73282306990586077 6.4977165132295331 1.6165641699917594 3.0367470515193409 3.7593283648602664 1.2498822975903747 4.1206505228765309 3.7001248858869076 2.7185730529017746 35.685372563719284 3.6570241153240195 2.156097068451345
leaf_count=40 19 35 45 28 816 97 117 57 23 13 12 106 40 22 32 40 33 36 20 59 27 45 25 24 38 47 78 840 55 31
internal_value=-7.98097e-05 -0.0348088 -0.100358 0.000601675 -0.00053058 0.0293449 -0.076609 0.000955564 0.0442722 3.05595e-05 -0.0234694 -0.0919756 0.00426673 0.00190759 -0.000900325 0.0396905 -0.0431372 0.00267582 0.000501515 0.00220157 -0.000284408 -0.0392724 -0.0133782 -0.0299185 -0.0116737 -0.0594027 -0.0635068 0.0031071 -0.00238916 -0.0664171
internal_weight=216.259 4.16196 2.33808 212.097 204.058 8.03829 3.90978 200.149 7.16267 196.6 14.5417 4.19078 10.3509 182.058 169.464 12.5941 4.73888 6.42928 166.678 157.856 151.358 12.1128 9.07602 8.82193 7.57205 5.31669 3.4514 139.245 103.56 5.81312
internal_count=2900 99 64 2801 2653 148 157 2496 120 2439 204 119 85 2235 2137 98 45 58 2105 1945 1886 144 99 160 136 74 98 1742 902 86
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=13 23 13 9 18 15 9 16 19 13 20 16 7 10 22 9 21 0 10 7 7 23 23 16 23 8 2 9 10 10
split_gain=0.523538 2.04836 1.67784 2.0957 1.56312 1.5488 1.41576 1.13593 1.82681 1.31493 1.3088 1.05373 0.921829 1.30763 1.25177 1.1965 1.22346 0.841383 2.64789 2.54532 3.84145 3.3493 3.24474 2.79551 2.38761 2.24146 2.2318 1.72451 1.31898 3.04076
threshold=95.99139754765001 0.079785000000000009 96.429616222950017 38.136666659400014 14.708525021850003 20.203197038850004 70.238863950400017 13.534968349350001 11.850956171350001 99.19872809730002 38.771633980050005 14.524966034300002 21.403954852200005 84.600400448950026 0.23643500000000003 31.056962594150004 21.991168361800003 95.762878606550018 71.090898343450007 24.071745547300001 24.639960683050003 0.090720000000000023 0.10818500000000002 18.194957452300002 0.082975000000000021 7.943800736700001 72.843776848050013 204.42645579255003 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=1 4 -2 -4 -1 -3 12 10 9 -9 -5 -10 -6 14 -14 16 -15 18 28 -19 -21 24 23 -23 27 26 -20 -22 29 -13
right_child=2 5 3 7 6 -7 -8 8 11 -11 -12 17 13 15 -16 -17 -18 19 25 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.093127927660692306 0.08547223627640034 -0.11006750599946168 -0.11797113583901331 0.031972656248378292 0.10440942814727766 0.013350157571112714 -0.07528592520844922 0.10710267440893931 -0.061672514317613114 0.013610480357230613 -0.090670437071588603 0.0018165454719950764 -0.11619693615412652 -0.10371760275610079 0.036388202220743744 0.07518744219373269 0.08350961577320308 0.075715072046386139 0.13402427266388006 -0.11748403978630167 0.05757708375296669 -0.11020834801967723 0.033001525610950475 0.045157687223806704 0.070236660345043472 -0.11690588279175709 -0.07078472686977369 -0.061113423889834574 0.075234642825926901 -0.10015942395537797
leaf_weight=1.4201171474996979 2.342149657662957 3.3239944398228536 1.4861124184681092 1.2786780688911665 1.5147328344173709 1.4649418677436186 1.3866113573894825 2.7718304935842744 2.680643356870859 3.2898833171930164 2.7234203040134162 133.70624391018646 1.1783834224333989 0.89879539032699518 0.98880154686048616 3.8156275219516829 0.57059536129236221 5.8239843463525167 0.88545542955398504 2.4143922701478031 2.0629417889285859 4.9564182726899144 5.0601897547021508 1.5112179549178106 10.862340632709673 3.5887501044198871 1.3330918248975647 3.0106729292310774 2.3443616651929906 2.989436241798102
leaf_count=54 22 333 70 28 11 38 66 17 55 42 91 1217 63 103 14 97 5 29 2 31 19 90 56 14 71 78 60 45 13 66
internal_value=-9.66269e-05 -0.0171728 0.00133815 0.00032647 0.00525582 -0.0723139 0.0187504 0.00123598 0.00235065 0.0563615 -0.0514857 0.000563837 0.0332918 0.0188364 -0.0465783 0.0456605 -0.0310133 0.00148787 -0.00190128 0.015238 0.00344954 0.014081 -0.0269783 -0.0739058 0.0437828 -0.0680585 0.0109576 -0.0128536 0.000861913 -0.000413596
internal_weight=213.685 16.5626 197.122 194.78 11.7737 4.78894 10.3535 193.294 189.292 6.06171 4.0021 183.23 8.96694 7.4522 2.16718 5.28502 1.46939 180.549 144.847 35.7022 29.8782 27.4638 11.5278 6.46764 15.936 5.8073 2.21855 5.07361 139.04 136.696
internal_count=2900 784 2116 2094 413 371 359 2024 1905 59 119 1846 293 282 77 205 108 1791 1436 355 326 295 160 104 135 140 62 64 1296 1283
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=15 15 15 22 15 22 17 22 17 10 8 8 15 9 16 15 18 9 10 17 0 9 18 0 12 0 6 23 22 23
split_gain=0.523444 0.600776 1.08537 0.627788 2.01072 1.18597 2.17211 1.70228 1.41117 1.05516 1.03061 0.784961 2.22506 1.14789 1.01326 1.51205 1.14668 1.04185 1.00696 0.989103 1.04821 1.47301 1.25839 1.10244 3.4435 1.68113 2.20659 1.85612 2.13063 1.94697
threshold=51.067537391750008 49.670466410250008 47.90801194005001 -0.62958999999999998 27.288673764350005 -0.59309999999999985 197.05557773135004 -0.50001499999999999 190.40793214150003 72.496961945650014 7.6440346712000009 1.7486353823000003 17.991885019200001 44.114531459200009 13.534968349350001 17.183237161800005 13.849588037450003 216.74970536510003 90.988176966900014 242.64190980425005 102.84427732220001 184.56123852025004 17.108018746400003 98.851916998450022 112.39744750840002 95.762878606550018 11.685273024550002 0.09495000000000002 -0.026349999999999998 0.076825000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 -7 -10 -8 12 18 -13 15 16 -15 -18 -9 20 22 -22 23 25 -25 26 -16 29 -29 -27
right_child=-2 -3 -4 5 -6 7 10 11 9 -11 -12 13 -14 14 19 -17 17 -19 -20 -21 21 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.029485020357827831 -0.060383361649955836 0.052639713057656128 -0.078298074502785212 0.080434967985720821 -0.1390830091740845 -0.12695940315272028 0.035315603116876697 0.026913641121660215 0.024720445978866114 -0.075043650393543215 -0.12274809059143646 0.073808519144401882 -0.11182846820248418 -0.11448788387030723 -0.089081375594920811 -0.083401081616306133 0.027038425162198343 -0.10967014535708096 -0.10323489436448888 0.069570256874305819 0.049287876775333264 -0.097508331150259309 0.063179638399046723 0.048731425402531857 -0.091319743973073464 -0.017320143088905001 0.0022600280118527873 -0.10896765707388532 0.042394919402064551 0.067128347056847143
leaf_weight=1.5784673850284883 1.4308069711551059 2.1709273206070057 1.7661657324060787 4.4982595079927696 1.2826111270114777 1.7906585880555201 0.73811653896700569 4.0533358979155301 2.3037768993526697 1.9639176072669213 0.93510483577847481 2.23975632386282 2.3098905248916708 0.79767573229037037 2.6987412960734209 3.3894525283249095 5.4467722981935367 0.62102134322049085 0.6966443518467712 2.2437811857089391 0.97656946745701079 2.2782056401483715 3.4983814321458331 2.9236916237277901 4.3942142251180485 3.5541266866493997 132.21170470298966 1.8093655258417132 1.913443500176071 11.774812933523206
leaf_count=32 44 22 33 40 15 53 23 136 15 65 20 21 154 56 62 113 185 45 165 14 12 49 29 29 83 30 1241 28 21 65
internal_value=-0.000104913 0.000308028 -0.000241631 0.000431114 -0.0460834 0.00108973 0.0442523 -0.000270094 -0.0524516 -0.0211892 -0.0530207 0.00139524 -0.0313234 0.00265906 0.00177635 -0.0287514 -0.00177112 0.0130467 0.00782572 0.00361488 0.00273417 -0.0534633 0.0038442 0.00255714 -0.0353657 0.00435963 0.000432839 0.0321663 -0.0311706 0.0475483
internal_weight=210.29 208.86 206.689 204.922 2.86108 202.061 6.17148 195.89 6.05835 4.26769 1.67322 189.832 7.05987 182.772 180.532 10.2549 6.86547 6.06779 4.74998 170.277 168.033 3.25478 164.778 161.28 7.31791 153.962 134.91 19.0517 3.72281 15.3289
internal_count=2900 2856 2834 2801 47 2754 83 2671 133 80 43 2538 455 2083 2062 399 286 230 301 1663 1649 61 1588 1559 112 1447 1303 144 49 95
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=19 8 15 16 22 21 18 16 15 6 22 13 10 20 9 15 0 21 21 20 6 21 22 13 6 19 16 13 16 10
split_gain=0.478758 0.715084 0.57646 2.12663 3.2829 2.44113 2.16137 1.93657 1.4847 0.854668 2.91002 3.41506 2.27768 2.39729 2.93478 2.19636 1.62182 1.83839 1.8326 1.90123 3.8854 1.57902 1.98365 1.5524 1.4231 0.980741 1.90191 1.80799 2.963 2.78884
threshold=14.651182102100002 8.6432548896500023 44.34858359035001 22.674946976100003 -0.063985 15.031613344500002 13.415872650200003 22.604947139800004 43.132842597400007 16.455384477450004 -0.054494999999999995 117.66037007905001 64.654729579150015 38.771633980050005 201.44620319810005 40.301031380450006 86.530713386650021 4.0847671134500008 5.5487347714000004 40.580626202750004 16.575387281250006 4.9951517063000006 -0.016334999999999999 117.68187774410002 16.445384243750002 14.451165964200003 22.564947233300003 112.82921081865001 19.974953289850003 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 -2 8 4 5 -4 -5 -6 9 23 12 21 13 -11 15 16 17 -15 -19 -20 -21 22 -12 24 25 27 -27 28 -1 -29
right_child=1 -3 3 6 7 -7 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.001544428788590018 0.05175217946679303 -0.0075036919619505815 -0.12459601877510235 -0.039850499317984803 0.079179922839348035 0.041083058605376567 0.099023693074928462 -0.046871509195941879 0.049377305595397325 0.082412186450924588 0.046109059838772531 0.026179693293667618 -0.0997541532361651 0.073686019081094137 -0.10385459400932134 0.061607999335000864 -0.09815894756387894 -0.13658872584484008 0.11399894188764702 -0.1142821974304446 0.042670239920404245 -0.14184695127107858 -0.11619814843432746 -0.10248530867939805 0.067989400459410113 -0.077577462781322021 0.0064767100991424383 0.012300424067171278 -0.089509522524313642 0.095859094389656674
leaf_weight=93.354622616432607 4.2893216786906105 3.8776208623312414 4.8180580567568532 2.0078535987995556 2.4644882800057522 1.0906199095770714 2.5363968294113874 2.4113564342260361 6.0037964340299359 3.9038713246700416 1.3284316458739343 3.1333196107298136 2.0313654318451873 2.7484302744269433 2.5337684797123066 5.8759499862790099 1.8675305470824231 1.1690637129358927 1.1899383962154386 2.7281433064490557 3.7387938338797539 3.8904640293912962 1.7383200097829083 1.3967067785561074 3.336537091061472 4.4129145140759629 6.9028919376432896 22.385282077826563 3.7160888593643895 4.8618033975362769
leaf_count=1791 27 34 100 34 17 12 13 34 41 81 11 30 33 25 32 25 17 11 4 37 55 98 41 10 15 31 46 132 36 27
internal_value=-0.000113381 0.0236178 -0.00108449 -0.0197173 -0.0438954 -0.0940151 0.0376628 0.016841 0.000465687 -0.0011818 -0.0145119 -0.060508 0.00219116 0.0102317 -0.00266361 0.0106088 -0.0116848 0.00226783 -0.0199721 -0.00216685 -0.0235417 -0.0995495 -0.0458912 0.00241527 0.00346956 0.0018824 -0.0263026 0.00444788 -0.00194132 0.0272101
internal_weight=207.744 8.16694 199.577 15.3288 10.7845 5.90868 4.54425 4.87584 184.248 178.244 37.8774 10.0905 27.7869 25.7555 21.8516 19.3179 13.4419 11.5744 8.82594 7.65688 6.46694 6.95722 3.06675 140.367 138.97 135.634 11.3158 124.318 97.0707 27.2471
internal_count=2900 61 2839 210 163 112 47 51 2629 2588 500 180 320 287 206 174 149 132 107 96 92 150 52 2088 2078 2063 77 1986 1827 159
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=13 8 18 7 10 18 22 10 7 13 0 2 23 5 22 5 16 14 19 6 15 2 14 6 6 22 6 18 16 15
split_gain=0.47756 1.82765 1.31457 1.46761 1.43519 1.31285 1.24927 1.16814 1.15008 1.42962 1.13244 1.06982 0.985252 0.750158 1.77492 0.87609 1.07103 1.4004 1.06399 1.24707 1.99938 1.61524 1.65478 1.54396 2.031 2.9157 0.886379 3.5099 1.18558 1.0611
threshold=95.870416931800023 7.1444245619500011 14.708525021850003 21.725272673150005 85.371987932400017 17.327266398450003 0.23643500000000003 87.33187390945001 26.752366550650006 99.381543250150017 110.50907145210002 234.61110956795002 0.07870000000000002 11.976288766350002 -0.16297999999999999 13.264960807550002 13.534968349350001 329.33647766945006 11.850956171350001 13.075305502400001 23.900317844600004 184.66468190290001 413.48318267920007 13.825323026450002 13.665319288000001 -0.019444999999999997 14.185331438000002 15.200392777800003 15.259964315550002 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=1 2 -1 -4 6 8 -5 -6 13 -10 -9 -7 -12 14 -2 -15 17 -17 -18 20 -20 -22 -23 24 25 -21 27 -25 -28 -30
right_child=5 -3 3 4 7 11 -8 10 9 -11 12 -13 -14 15 -16 16 18 -19 19 23 21 22 -24 26 -26 -27 28 -29 29 -31
leaf_value=-0.091777442391804159 0.036041455140215825 -0.11187816204684371 0.095916327572057425 -0.10121065098129259 0.089209635603034659 0.082503930902495443 0.022979842016626395 -0.10519849479067012 0.046298187825141453 -0.11082078934451384 0.041751546845624543 -0.0057734884133948542 -0.10458349184096888 0.044271273001530942 -0.1110973215476254 -0.10902101068490261 0.054956044506752282 0.029952276799177887 -0.11269391997179577 -0.10080381493254405 0.045115334781859695 -0.12491163891508186 0.023178757700913676 -0.11843064709264646 0.080419714017915908 0.06530751423560234 0.070645759092891378 0.027100603006046772 -0.049372202153914913 0.0018533960699807818
leaf_weight=1.5180173885310058 1.4650472864741462 1.7987370089977037 1.6054113910649892 2.3216174650005983 1.8146238204790277 3.5316344900056711 1.2440200755372641 0.91404677490936581 0.82392516429535989 1.9490419613430274 3.0306770430761394 2.2457989412359893 0.54244983411626879 4.6918322499841443 1.8615379520924751 1.96184558130335 3.6492899588774881 1.1501879800343884 2.4694190109148604 1.9613573499955235 3.0691161025315523 1.662297632545233 1.3817453281953929 2.909356794320046 5.5822917204350233 2.2909093303605896 2.4392113285139194 3.8506085532717407 4.1684568605851373 135.16260710323695
leaf_count=68 21 145 23 129 29 29 30 73 15 44 139 25 137 39 118 101 42 15 66 47 29 29 15 39 41 17 36 31 96 1232
internal_value=-9.67299e-05 -0.0174061 -0.00432534 0.00724579 -0.00718072 0.00124867 -0.0578817 0.0215065 -0.000221217 -0.0641364 -0.00587278 0.0481888 0.0195359 0.000754063 -0.0462966 0.0016314 0.000479709 -0.0576574 0.00154025 0.000372637 -0.0367532 -0.00607689 -0.0576908 0.00238467 0.0407571 -0.0113113 -0.000156058 -0.0355332 0.00153081 0.000320847
internal_weight=205.067 14.7896 12.9909 11.4728 9.86744 190.278 3.56564 6.3018 184.5 2.77297 4.48717 5.77743 3.57313 181.727 3.32659 178.401 173.709 3.11203 170.597 166.947 8.58258 6.11316 3.04404 158.365 9.83456 4.25227 148.53 6.75997 141.77 139.331
internal_count=2900 773 628 560 537 2127 159 378 2073 59 349 54 276 2014 139 1875 1836 116 1720 1678 139 73 44 1539 105 64 1434 70 1364 1328
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=22 17 20 20 23 9 12 7 17 17 18 3 4 2 21 6 20 13 13 20 16 13 21 22 20 21 16 19 19 16
split_gain=0.479038 1.43908 2.17822 3.51787 2.62663 2.3459 2.08833 2.06488 1.95222 1.84457 2.0801 3.27798 2.5507 1.81124 1.52039 1.3211 1.31383 2.94115 1.9983 1.49096 2.11639 2.12695 1.946 1.30816 1.25445 1.80464 1.34045 1.71349 2.02786 1.91594
threshold=-0.11600999999999999 188.16174763880002 42.448133449100006 44.921040431000009 0.09660500000000001 196.57165974130001 84.164147923250013 24.122256664450003 189.46592532740002 191.40027208745002 13.326324856250002 93.249170254600017 222.56810966585002 95.052090232450013 3.7393195618000008 16.445384243750002 37.186372654950006 113.96105169155001 113.74059812490002 38.238138001450004 22.684946952700002 117.59047016770002 0.3574524998000001 -0.060760000000000002 43.633733172900008 6.655069997600001 13.624968138900002 12.651020723000002 13.251069136700002 18.764956119400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 16 -3 15 -8 10 11 -10 -12 -13 -9 -7 17 18 -2 -18 21 22 -21 -24 26 -26 -11 -28 29 -29
right_child=1 6 3 -5 -6 7 8 14 9 24 12 13 -14 -15 -16 -17 19 -19 -20 20 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0074278271700898612 -0.078632045056986954 -0.10540933594902598 -0.14466866171313883 0.025962776461021034 0.0097649868574275888 0.097577818435380145 0.050332209573777646 0.037237109574270524 0.080042971258034293 -0.075514804970682914 -0.22389429068323652 0.017107492859766964 -0.031936532427837047 -0.11805452905917727 -0.10162193963740512 0.015952656970394476 0.066158245468408081 0.058768347081696884 -0.32360950673745176 0.051985004294840299 -0.14798292573269531 0.043426308078638037 -0.16606784631204208 -0.045996445584645197 0.092602414436735239 0.0010787799259060582 0.046133867593671996 -0.07350673716719347 0.0038588229013304673 0.054408788620648046
leaf_weight=59.50085817227955 0.70172066366649521 1.7698891762411211 4.563743314763995 2.9468552522012033 1.451629015849903 3.8322811638936383 8.4194846174796094 1.4198830854147675 2.4721323922276479 2.2430944715742944 1.2041064929217102 1.6259500607848165 1.6283392920740878 2.5405797781422734 1.7732483987929297 4.1086850414285436 1.6837276548612852 0.69513601786456991 0.63364333659410477 1.2107269731350223 1.433870784472673 3.478881074115634 1.5042042197892391 2.2868155422038452 3.7842029597959463 5.0021804523421451 8.2030797869374492 6.403014672920107 62.35095356835518 1.4329967778176067
leaf_count=1113 55 26 148 74 24 16 71 37 12 139 17 9 33 33 33 43 15 12 5 17 13 22 23 77 27 86 74 133 502 11
internal_value=-0.000110777 -0.0032518 -0.0213056 -0.0635497 -0.107401 -0.00601644 0.00233001 0.0280365 0.00410698 0.000171396 -0.0417934 -0.0111821 -0.11354 -0.0653088 -0.0398758 0.0553447 -0.0338363 -0.108042 -0.194876 -0.0208451 -0.0356205 -0.0166227 -0.0583887 -0.0936385 0.00461621 0.040497 0.000706374 0.00288741 -0.00216701 -0.0501144
internal_weight=202.306 142.805 33.7251 8.96223 6.01537 24.7628 109.08 11.1341 107.31 98.8906 9.47111 6.63866 2.83245 4.16653 3.19313 7.94097 13.6287 2.0305 1.33536 11.5982 9.9145 8.48063 5.00175 3.79102 89.4195 8.78638 80.6331 78.39 70.187 7.83601
internal_count=2900 1787 614 246 172 368 1173 129 1147 1076 104 54 50 42 70 59 239 72 60 167 152 139 117 100 972 113 859 720 646 144
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=23 22 23 19 16 9 23 20 23 9 8 15 9 23 0 5 2 23 13 22 2 20 16 13 15 8 20 18 18 23
split_gain=0.470564 2.62526 1.6463 1.46696 1.37532 1.93374 1.32655 2.62885 2.17297 2.22114 2.05757 1.5965 2.47835 1.33053 1.306 1.23169 1.25928 1.12851 1.23435 1.41635 2.12899 1.68322 1.88963 1.97995 2.88129 1.76933 1.55384 1.40014 2.91675 2.1763
threshold=-0.15684499999999998 -0.24103499999999997 -0.23958499999999999 10.250827068050002 22.624947093000003 193.75542554275003 1.0000000180025095e-35 41.43512228960001 -0.093074999999999991 203.64522440670001 8.3434888241000014 26.285853065250006 203.09362050815002 -0.072169999999999998 71.249517373150013 18.725555412050003 315.70263843430001 0.079785000000000009 95.99139754765001 -0.11600999999999999 59.615984903700003 41.468518788800004 22.644947046300004 106.33120751740002 18.978014882100002 8.4434108459500017 40.922041107600009 14.752187928300001 14.424014050250003 0.093295000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 14 7 8 11 10 13 12 -5 -10 -3 16 -16 -8 -19 21 -21 22 23 24 -20 -25 -26 28 29 -22
right_child=3 2 -4 6 -6 -7 17 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 19 20 27 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.11081565733083031 -0.10755239292492613 -0.11987455692302061 0.063606059719073946 -0.17177713207898374 0.06661144191364847 -0.072946760511074432 0.028889551612832083 -0.089164053425159664 0.017485892520602373 -0.13796307080313652 0.090475222209183248 0.079380654960431729 0.081166007167094337 -0.13610868126318948 -0.086735417456121358 0.045221709429185603 0.059553082174690034 -0.06162002222020968 0.079302272808965346 -0.091407271941804202 -0.02330380926112427 0.042451589369320426 -0.090806534616546711 0.061658307061194795 -0.1261762041631084 -0.013118808780383788 0.025354048328913664 0.016109429174787838 -0.077745852990621478 0.012270143475757798
leaf_weight=1.6065737871686021 1.3050911552854803 0.68638421606739086 6.5999998417100825 0.74985742312855996 2.9365177601575843 3.4973539388738564 13.847815133223774 4.9493098997045299 1.0957617555977779 1.7592272015754131 1.4691652418114243 3.7777170843910426 0.80129356402903795 1.1621582077350452 1.6876487605040877 6.8450215733610094 0.90344749647192646 3.2820555356738614 1.3851944656344191 2.8020130074582985 32.379047949798405 15.480087246745823 2.1155766621232024 7.4425104684196395 2.8145596141694118 5.5045591685920954 0.89092531986534584 27.794903861999046 5.8855275490786871 36.676761122536846
leaf_count=95 241 46 89 38 16 54 259 162 18 27 12 24 5 25 70 98 9 219 17 36 317 131 23 51 63 37 13 345 81 279
internal_value=-0.000105134 0.0127989 0.0213752 -0.00192723 0.00454041 -0.00884245 -0.00113528 -0.0287988 -0.00117406 -0.0453501 -0.0016357 0.0443072 -0.0411118 -0.0615697 0.0133058 0.0229933 -0.0357284 0.00161959 -0.000994598 0.000414863 -0.0054053 0.0176529 -0.00139539 0.0090913 -0.0437452 0.0298662 -0.0897431 -0.00305969 -0.0101693 -0.00440985
internal_weight=200.134 24.7629 23.1564 175.371 16.5564 13.6199 174.066 15.7645 10.8152 5.48631 3.72709 5.32887 1.55115 2.25792 10.1225 9.43612 2.5911 158.302 144.454 141.172 105.538 35.6334 20.1533 18.0377 5.09068 12.9471 3.70548 102.736 74.9413 69.0558
internal_count=2900 477 382 2423 293 277 2182 311 149 82 55 67 43 43 223 177 79 1871 1612 1393 1058 335 204 181 93 88 76 1022 677 596
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=20 20 15 22 23 19 21 15 23 22 8 20 10 4 9 10 17 0 17 22 15 9 9 8 17 20 0 9 7 4
split_gain=0.443654 1.26569 1.11225 1.09657 0.817684 0.966029 1.36212 1.53997 0.876991 1.81279 1.41743 2.87537 1.07473 1.13864 0.966957 1.18024 0.998852 0.945085 2.04943 1.02235 1.62902 2.27219 1.68585 1.19534 1.09341 2.00917 2.54375 2.41183 1.92447 1.76495
threshold=49.275256100300005 48.852845034800005 25.787346793900003 -0.15726999999999999 -0.27223499999999995 10.350835137000002 5.0287037994000015 36.282341310300005 -0.15684499999999998 -0.24103499999999997 5.9453602998000008 44.710446918150005 81.188747081400024 160.78932789135004 192.09062119805003 62.057679025150001 194.94351320275004 103.44649194340002 242.64190980425005 -0.10098 38.469938489650012 189.78071820640002 194.04304600165003 8.543332867800002 188.16174763880002 40.08085804200001 85.807518149550006 196.57165974130001 22.620341628000002 163.60960442095003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 7 -7 9 -6 11 -10 13 -13 -11 -16 -17 19 -19 20 21 -12 -22 -24 25 -21 29 -28 -26 -27
right_child=2 -3 -4 -5 8 6 -8 -9 10 14 17 12 -14 -15 15 16 -18 18 -20 24 22 -23 23 -25 28 26 27 -29 -30 -31
leaf_value=0.076748922299012257 0.033219738243733116 0.056082192588439272 -0.12763367020321648 -0.071950579233256193 -0.112921445789125 -0.075823749228138046 -0.12540076246364318 0.11589628130928538 -0.10814351316650313 0.04700472810044503 0.087757956651201341 0.10698369965425958 0.067456010315494988 -0.039689088111821237 0.05476624515011326 -0.10411763169841382 0.012751467915452775 -0.1098186944089997 0.038363332640256653 0.010468343941524488 -0.084571636120474206 0.014694101015120326 0.037124342287451165 -0.045972976786226263 0.056027395456944531 -0.09065376879313336 -0.1577874491426407 -0.030264927346973499 -0.0020612750371274374 0.020901835613194392
leaf_weight=0.56611637817695637 2.584721898951102 4.0351401017396702 0.93695009488146741 1.6082783575402562 0.93440991610987367 1.0820689443498852 1.7888609602814538 0.68367597460746754 3.7054332921688893 10.852824040688573 5.0439417101442805 0.59998527169227589 1.8020103333110453 4.4914004961028695 1.8896570680662979 1.4864848651923241 1.439511969219893 2.247843398712575 1.5960555643541736 10.516388433286922 2.8776214607059938 27.259721088921651 4.5773590477183461 2.7839269954711199 6.1373966862447551 1.9266952958423624 3.0937943523749709 2.8487367586931214 80.641087236115709 5.3741716560907662
leaf_count=12 76 45 31 112 53 57 88 2 406 159 30 3 53 107 11 24 18 182 37 97 24 278 37 33 50 22 41 41 708 63
internal_value=-0.00010733 0.000666992 -0.0291307 -0.00711967 -0.000520851 -0.0445763 -0.0638989 -0.00159197 0.000465104 0.0223874 -0.00170756 -0.0371016 0.00108589 -0.0224047 0.0304567 -0.00683686 -0.0466212 0.000682977 -0.0482909 0.00191272 0.0150857 0.0261024 -0.0196719 0.00569819 -0.00315712 -0.0221644 -0.0480776 -0.0966556 0.00204704 -0.00853764
internal_weight=197.412 192.282 5.12995 4.193 188.247 4.12072 3.55461 1.76574 184.126 16.6029 167.524 10.5988 6.8934 5.09139 15.6685 4.81565 2.926 156.925 3.8439 153.081 42.5426 32.3037 10.2389 7.36129 110.538 23.7598 13.2434 5.94253 86.7785 7.30087
internal_count=2900 2681 219 188 2636 159 147 59 2477 265 2212 569 163 110 212 53 42 1643 219 1424 402 308 94 70 1022 264 167 82 758 85
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=15 21 15 8 15 16 9 16 19 13 15 21 15 0 22 5 0 10 6 9 9 23 9 23 6 3 3 22 0 15
split_gain=0.438147 1.42797 0.653598 0.968908 0.869941 1.29592 0.704936 0.762164 1.12916 1.09572 1.09341 1.04264 1.36676 0.788144 2.33031 2.10129 1.4891 2.53884 1.87454 2.39671 1.99305 1.76987 1.69077 1.47333 1.27368 1.33271 2.97833 2.36935 1.67542 3.88299
threshold=11.896459116400001 17.123843457500005 12.389956812050002 1.6487133604500002 21.073645951400003 14.184966829400002 44.114531459200009 13.534968349350001 11.850956171350001 99.19872809730002 17.183237161800005 16.589865017350004 16.353133686700001 98.615332683000005 -0.094344999999999998 13.697488545350001 95.762878606550018 71.090898343450007 13.825323026450002 206.50942114985003 213.24207352880003 -0.084259999999999988 202.48520976110004 0.11308000000000003 13.075305502400001 84.968719212850019 85.54673771085001 -0.11420499999999999 93.262612545250008 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 -1 -2 4 5 -4 -5 10 9 -9 11 12 -8 16 -15 -16 17 24 -18 22 -21 -19 -20 -17 -10 -26 27 -27 -28 -30
right_child=2 -3 3 6 -6 -7 7 8 13 -11 -12 -13 -14 14 15 23 18 21 19 20 -22 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.10735558287279884 0.058182163733106022 0.032016459878952234 -0.067529068028857692 0.049183147165807628 -0.11299086855229423 0.073148420764735073 -0.073560915134756003 0.09380970823053239 -0.062444810749637647 0.0033095495164057764 -0.078392209712165498 0.10452024544733074 0.051986449645777623 -0.10229511997906736 0.041136342503077745 -0.090240028919582077 0.063252093257547368 0.022651805896737764 -0.0077178082342132682 -0.1127116986509938 0.016330232163964668 -0.11232157466168793 0.086834484328190784 0.026623679297634761 0.059746970906986767 0.033236864170811044 -4.5909882126747879e-05 -0.13821834110024953 0.089305866071153539 -0.052341422485695982
leaf_weight=1.4862601692584569 1.9427548532839853 1.4546302433591334 1.7837518129963421 2.9822320563253006 1.3715112784702794 1.0346711003221569 2.1332140787853855 2.568891627714037 3.1068454626947632 2.7916802561376244 2.9569005747325718 0.7874717186205088 1.4609719656873492 2.9169416548102154 5.494221259839831 3.1052958951331675 8.4485508955549466 1.3622913723811505 3.9806358814239484 2.5870041456073523 2.2274351585656404 3.3867232622578731 3.6030223667621613 1.653095402754843 3.922219142317771 1.155302473343909 111.62109714047983 2.6656504622660568 6.1648157984018308 2.8208462661132216
leaf_count=281 36 22 147 45 94 35 164 21 56 40 122 7 32 100 58 63 79 23 25 30 26 105 19 17 37 9 1104 44 30 29
internal_value=-0.000112763 -0.0384191 0.000473869 -0.00011591 -0.0476711 -0.015885 0.000955901 0.000169634 0.00148928 0.046679 -0.0314042 0.000304977 -0.0225282 6.61786e-05 -0.0234319 -0.000994707 0.0020366 -0.00177283 0.0269263 0.00217241 -0.0530095 -0.0736034 0.0372043 -0.0496408 0.000822124 0.00235357 0.000544408 -0.0863772 0.00329818 0.0448389
internal_weight=194.977 2.94089 192.036 190.093 4.18993 2.81842 185.903 182.921 175.583 5.36057 7.33856 4.38166 3.59419 170.222 13.1696 10.2526 157.052 136.206 20.8466 12.3981 4.81444 4.74901 7.58366 4.75839 131.457 128.35 124.428 3.82095 120.607 8.98566
internal_count=2900 303 2597 2561 276 182 2285 2240 1915 61 325 203 196 1854 238 138 1616 1437 179 100 56 128 44 80 1309 1253 1216 53 1163 59
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=8 8 22 23 22 8 16 22 22 12 20 21 0 3 20 20 21 18 17 22 5 6 22 20 16 0 17 20 5 20
split_gain=0.432841 1.2201 1.31595 1.51127 0.931228 0.851335 0.712295 0.64448 1.50332 1.16575 1.79354 1.1195 1.05467 3.37223 1.97052 1.86145 1.84011 1.29135 1.68798 1.49406 1.16775 2.33044 1.01279 1.57236 1.96143 2.84394 0.946011 1.80385 1.68023 1.19969
threshold=9.5425530862500008 8.8430989333000021 -0.053019999999999991 0.093295000000000031 -0.01762 8.7431769115000026 22.724946859200003 -0.59309999999999985 -0.5422499999999999 190.49103260480004 40.580626202750004 2.4018027644000006 86.001087134900004 93.770731131900007 40.259171735100004 42.207998345450008 0.61177024580000017 13.278511569200001 184.59783591905003 -0.053019999999999991 23.334907547600004 16.465384711100004 -0.012769999999999998 48.008184682100008 22.654947022900004 85.775256651950016 176.11179263395005 45.673096293200011 17.608325347600005 38.771633980050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -2 6 7 9 11 -1 -11 -9 13 -10 -15 20 -17 18 -14 -20 -16 -22 23 24 25 -18 27 28 29 -19
right_child=4 2 -4 -5 -6 -7 -8 8 12 10 -12 -13 17 14 15 16 22 26 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.066031281735541167 0.059729574441152282 0.03620715144157894 -0.099476928032841652 -0.069872169632654024 -0.027614234464236356 0.037100122753913674 0.035626555564916305 -0.0056730826747601083 -0.099035335622797982 0.039041511819889699 -0.11259234653890411 -0.12324926238451449 -0.034137816223987427 -0.10972755600454343 0.078577613512982369 0.10019102166452604 -0.13269398793397966 0.055337852636720544 0.072302143659221663 -0.0066197072440957877 0.076485291843494285 -0.14161762319418128 0.04571527481383645 0.016365536394103996 -0.0025742921465151877 0.078215124726355487 -0.0037041675935166728 -0.063894155710873007 0.095235631792757375 -0.10716108466107691
leaf_weight=3.763347979343961 3.3713910330552608 2.9742785817943513 2.4925329596735528 2.4487143158912659 1.9134334858972568 6.2305898852646342 5.2832613885402671 1.4779971606330939 4.4481127434410181 2.2010704640997578 1.2082300588954238 1.7912821861100381 3.1743212125729761 1.6420344541547844 4.346261844038966 1.275631560711189 4.1753571475856024 0.97155771870165952 7.9051333218812934 3.4435985721647731 1.1885953708551826 0.83342703420203168 1.7642988209845434 4.0035946283023813 3.5079486968461424 0.75493288785219181 107.18264680309221 1.510084491164889 3.9790892142336816 0.85339414409827441
leaf_count=56 41 25 36 30 26 49 40 33 60 32 31 57 38 120 22 8 130 44 45 26 12 49 58 41 37 4 1553 82 37 78
internal_value=-0.000116562 -0.000914875 -0.0393349 -0.0116922 0.0281057 0.000784889 -0.000525387 -0.00166635 -0.00297914 0.0276598 -0.0146964 -0.0700947 -0.00158121 -0.019196 -0.00407884 0.00386068 -0.0148591 0.00223341 0.0303241 0.0483545 0.0493698 -0.0134113 -0.0251899 -0.0352446 -0.0597314 -0.100399 -0.00132968 0.0334666 0.0587977 -0.0206508
internal_weight=192.116 186.831 7.91553 5.42299 5.28482 178.916 172.685 167.402 160.229 7.17265 3.4093 3.26928 156.96 27.9402 23.4921 21.85 15.4818 129.02 14.5231 11.3487 6.36828 2.02202 14.2061 12.4418 8.43824 4.93029 114.497 7.31413 5.80404 1.82495
internal_count=2900 2833 91 55 67 2742 2693 2653 2534 119 63 90 2444 541 481 361 278 1903 109 71 83 61 270 212 171 134 1794 241 159 122
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=15 22 5 5 3 21 4 9 8 3 5 22 22 23 22 23 12 4 23 9 22 23 23 23 7 23 21 2 12 20
split_gain=0.404144 0.641507 0.537238 1.84687 1.41643 1.36132 1.28373 1.05219 1.38492 0.744908 0.585255 0.561458 2.27677 1.98281 4.62103 4.22762 2.70288 2.36597 2.12929 2.99027 2.48258 1.6589 1.60142 2.38589 3.9631 1.58559 1.38061 1.35802 1.32388 1.28183
threshold=51.067537391750008 -0.10965999999999999 25.763052016400003 24.779543538450003 93.249170254600017 9.2412132874500035 376.98468903265001 71.82068887245002 5.9453602998000008 108.3367972827 30.133297129900004 -0.062629999999999991 -0.053019999999999991 0.084795000000000023 -0.036264999999999999 0.086520000000000027 252.77140434755003 167.53623354625003 0.076080000000000023 208.47660979520001 0.098830000000000015 0.11467000000000002 0.088395000000000015 0.094415000000000013 25.823591744850003 0.10273500000000002 6.9100674136500011 299.31602032135004 66.834523482800009 40.21994457600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 -4 -5 7 9 -9 -6 -10 28 26 18 -15 -16 17 -17 19 -14 -20 22 -19 24 -24 -25 -13 -18 -1 -30
right_child=1 -3 4 5 6 -7 -8 8 10 -11 -12 12 13 14 15 16 27 21 20 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.079817937715012124 0.035260401677093579 -0.11167837382183754 0.096712748888832578 -0.13103158587440381 0.087285078232054295 -0.0031426258148358251 -0.11806923194360973 -0.10694092902208018 -0.022310634871796853 0.0057535804289612271 0.057909920103091976 0.013384955443660571 0.015572322825103674 -0.13125603821810672 -0.15538361229628189 -0.11008436448507689 -0.11659321371608676 0.068830018351479033 0.089975196770606558 -0.13405430639028343 -0.046455493872670416 0.065869916815228302 -0.12449089336372193 0.064972168800357596 0.048903431781911338 -0.01441307054078623 0.09281388540222274 0.0068403778019306962 -0.023280189826822447 0.0013061353758710185
leaf_weight=1.8396807089447964 0.47622555727139115 0.78999962774105259 2.0345592284575096 1.880146354902535 2.4731713978107983 1.493488260079175 0.77860834798775691 1.2592471931129692 1.9745278600603344 2.0490242295200005 1.6859768405556677 4.1834242549666651 12.686243430711331 3.0865905498503698 1.7317149031441648 1.4063190009910673 2.5127484472759529 3.5449439213844078 6.7996736642089655 1.4928208994679142 1.659226170129841 6.7171575359097906 3.4416060243383972 4.8072233699203917 2.1364011180703528 5.2788634495809674 4.5885966825298965 1.3813116268720476 29.763154703075998 73.748766694276128
leaf_count=12 11 33 15 54 22 33 30 152 33 46 11 35 204 42 48 26 40 36 67 24 56 53 50 53 40 58 27 21 541 1027
internal_value=-0.00010844 -0.0564149 0.000269922 -0.00113834 0.0205151 -0.0744159 0.0053468 0.015524 -0.0164812 0.0503428 0.0146378 0.000292233 0.00741572 0.000312626 -0.0142548 -0.00329743 0.00513673 0.0162416 0.0235073 -0.000180886 0.0632141 0.0230939 0.00813567 -0.00560008 -0.0580801 0.0234235 0.0549338 -0.0728085 -0.00426881 -0.00576326
internal_weight=189.701 1.26623 188.435 176.18 12.2551 3.37363 10.2206 9.44195 4.91975 4.5222 3.6605 172.806 67.4549 58.6828 36.0449 32.9583 31.2266 27.3325 22.638 14.1791 8.4589 25.9262 19.209 15.6641 5.57801 10.0861 8.77202 3.89406 105.352 103.512
internal_count=2900 44 2856 2547 309 87 294 264 196 68 44 2460 880 818 467 425 377 316 351 228 123 290 237 201 90 111 62 61 1580 1568
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=21 21 23 22 7 22 2 23 5 7 20 21 4 7 6 12 22 15 20 20 5 5 6 10 22 6 6 6 16 13
split_gain=0.441424 1.51984 1.52762 2.52308 2.41444 2.4442 1.85146 2.76179 2.08541 1.98348 1.62024 1.46094 2.68976 2.31176 5.1196 1.40559 1.22973 1.65854 1.18982 1.86053 1.16118 1.26349 1.15953 1.83373 1.0797 1.07053 1.75347 1.29561 2.1265 2.18772
threshold=2.9845679401500003 2.1194692063500002 0.083415000000000031 -0.092864999999999989 25.067667658500003 -0.23771499999999998 68.519383356500015 0.10721500000000002 21.964328598750004 23.345877066950003 38.703421923500009 4.3636502323000004 169.78633280640003 22.597569836950004 16.315381206250006 72.692757749350008 -0.12835499999999997 34.761639995350009 39.995120105550008 35.131296350900008 13.264960807550002 12.513307626850002 14.475338213950002 77.52437864960001 0.68694500000000025 13.200308423050002 12.380289263450001 16.465384711100004 22.634947069650003 117.56896250265002
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -1 -5 8 9 -8 -10 12 -2 -14 -15 -13 18 -18 19 -4 21 -11 23 -7 -6 26 -17 -27 29 -29
right_child=11 -3 3 6 24 22 7 -9 10 20 -12 15 13 14 -16 25 17 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.076724151081252148 -0.1175368429537431 0.037655533035351789 0.067315195216996901 -0.13635877243454739 -0.097662637778859043 -0.078284242928261111 -0.18347334425622272 0.050008922034228943 0.063866043615694243 -0.1091791386882378 -0.04602692005845397 0.092763387746959441 0.066044222487545531 0.0096431225610821604 -0.13019738684628232 -0.011818834821893897 0.09325478980471881 -0.02048578990371595 0.036972156354250704 -0.093591725213725246 -0.079944305893742837 0.094797732434501417 0.06167438694319341 0.068176481520962007 0.068989117683177795 0.013294553164130538 -0.1151981155576817 -0.026205373799211347 -0.054044045264882518 0.043738069829924023
leaf_weight=1.7787575693801088 2.9222430635709342 12.679687411582561 0.99953821650706265 1.7383134100819067 2.1886677901202343 1.6926741951610904 1.5543724603194293 3.5803092643473056 2.224796685623005 0.46184564536088124 3.3798368731513619 1.6425353595986951 2.9906431235140181 8.8365545763517712 3.7201742879115036 19.068629463115943 3.7446089084260148 1.9494345467537639 3.0222600501729175 2.5566881464619655 4.8577947154990397 0.88671176694333553 12.026231768890282 1.7270945718046276 0.47273250145371992 55.891957103973255 1.7951635683421034 9.6660160181345471 8.7093762217555177 8.3222029134631139
leaf_count=37 32 150 31 30 134 35 16 36 28 59 38 9 44 138 46 669 44 17 33 63 66 5 138 25 7 537 61 187 102 83
internal_value=-9.30142e-05 0.00668169 -0.0010429 -0.0149358 0.020584 0.0342806 -0.0380736 -0.0279913 -0.048886 -0.0824542 -0.00240417 -0.00357574 -0.0295134 -0.0129688 -0.0317873 0.000982559 0.0202897 0.0543141 -0.00916036 -0.0483661 -0.0571541 0.024941 0.0470638 -0.00431681 -0.068061 -0.000474651 -0.0207138 0.00463817 -0.0134842 0.00615378
internal_weight=187.088 63.5224 50.8427 30.9565 19.8862 17.2248 18.684 16.9457 13.3654 7.76072 5.60463 123.565 18.4696 15.5474 12.5567 105.096 12.2725 5.69404 6.57849 3.55623 6.20635 1.34856 15.446 3.41977 2.6614 103.453 20.8638 82.5896 26.6976 17.9882
internal_count=2900 992 842 466 376 235 278 248 212 146 66 1908 260 228 184 1648 188 61 127 94 130 64 198 60 141 1639 730 909 372 270
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=19 9 15 16 22 21 18 16 15 21 6 22 18 6 16 21 19 16 13 17 17 17 4 13 3 10 3 5 18 20
split_gain=0.395347 0.600468 0.486267 1.85841 2.55759 2.00469 1.71519 1.43982 1.23044 0.667286 0.58028 2.05957 1.73466 2.43752 1.80838 1.54829 1.42096 1.51976 1.7737 1.96135 1.30915 1.24341 1.53966 1.21536 1.25118 3.47937 2.78143 1.76479 1.91033 1.65023
threshold=14.651182102100002 201.2906445504 44.34858359035001 22.674946976100003 -0.063985 15.294585115650001 13.415872650200003 22.604947139800004 43.132842597400007 4.1402214890000009 16.455384477450004 0.13860000000000003 13.303774303900001 16.565387047600002 22.614947116400003 6.415941214150001 14.351157895250003 22.674946976100003 117.62810858150002 186.83097010915003 166.83257850275001 184.84480138465003 172.73046293330003 117.68187774410002 88.727183679150016 68.214248143850014 89.227236891450005 20.950952025950006 13.544020937350002 37.797539186950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 5 -4 -5 -6 10 -10 23 12 16 14 -14 -15 17 18 19 20 -12 22 -20 24 25 29 -26 28 -27 -1
right_child=1 -3 3 6 7 -7 -8 -9 9 -11 11 -13 13 15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=0.028052320374810064 -0.011958220941967987 0.045395295773682627 -0.1202958960671823 -0.034822907740869803 0.071659101311943987 0.041756252567212319 0.096499227448866659 -0.043215404705683233 0.081749695984086712 0.012491060109863559 -0.11195286127005924 -0.11860397021815297 -0.14431039462244644 -0.042771670963512996 -0.022416157409216587 0.073715403377535738 0.033281465433892043 -0.15059148564088848 0.094545744353976419 -0.14547760580648 0.011132130665807011 0.12023962688431758 -0.11417338331999607 -0.090798147979601077 0.08474998514376994 0.091386838202791587 0.0072656305782280405 -0.090171666567724879 0.0015988284560697408 -0.096976119321024401
leaf_weight=1.3086041283095244 3.0586733091622582 4.52751922653988 4.2245975250843903 1.7999468049965788 2.1365142576396456 0.93173528462648381 2.2227878421545029 2.2298391591757536 2.7472876543179146 2.8180888677015901 1.0385635897982863 1.7442327928729344 2.8032336458563787 2.5358143425546587 2.1509905308485031 2.0744769633747637 11.246999984607099 0.79163647815585214 0.70998330763541184 1.2813559886999426 5.1448763314401731 1.5543985590338705 0.70375244109891355 1.3954783752560604 5.3096918313531196 2.4527162639424196 36.338663313887082 2.0178682091645888 69.906047386975843 5.4616722748614848
leaf_count=10 27 34 103 34 17 9 13 34 20 21 96 31 35 35 14 11 75 8 12 16 113 5 49 10 39 20 334 48 1541 86
internal_value=-8.37193e-05 0.022271 -0.00104139 -0.0192494 -0.0433238 -0.0910135 0.03774 0.0129942 0.000466738 0.0466798 -0.00116137 -0.0127823 -0.0070208 -0.0426883 -0.0913872 0.00964362 0.00816027 -0.0170111 -0.00687524 -0.032875 -0.00954109 0.0585137 -0.00935387 0.00199958 0.00305416 -0.0041774 0.017144 0.00206999 0.00464234 -0.0728098
internal_weight=184.668 7.58619 177.082 13.5454 9.52269 5.15633 4.02273 4.36635 163.536 5.56538 157.971 33.7803 32.0361 9.56452 4.95422 4.61029 22.4716 11.2246 10.4329 7.4648 6.18344 2.96813 1.41374 124.191 122.795 81.1469 41.6484 74.3766 72.3588 6.77028
internal_count=2900 61 2839 210 163 112 47 51 2629 41 2588 500 469 95 49 46 374 299 291 225 209 66 61 2088 2078 1705 373 1609 1561 96
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=6 20 23 15 8 22 8 5 21 8 20 15 15 13 16 5 22 12 21 0 22 22 21 21 16 22 0 18 16 23
split_gain=0.373808 0.499153 1.16327 0.802484 0.46482 1.50596 1.26879 1.24971 0.802062 0.654034 0.825292 1.64833 0.649447 2.28859 2.59749 2.19877 2.47318 3.22816 2.47197 1.96017 2.3416 3.28483 3.21599 1.92689 1.83533 1.70635 2.05683 3.63724 4.41688 2.74137
threshold=22.585527707250005 32.785955158400007 0.088500000000000023 27.838459342350003 8.8430989333000021 -0.053019999999999991 9.3427090425500019 20.837651832150005 2.4018027644000006 8.7431769115000026 35.461062230100005 23.304416445750004 28.566186095050004 112.82921081865001 19.974953289850003 20.302496186500004 -0.071129999999999985 123.93044755685001 0.89219292875000011 90.337570099350003 -0.088099999999999998 -0.11911999999999999 7.9012669525000012 10.611794729750002 22.654947022900004 -0.085734999999999992 86.345209775600011 13.788608055100001 22.644947046300004 0.10872000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 7 -6 -7 10 11 -3 -12 14 15 16 18 -18 -14 20 21 22 -15 24 -23 -22 29 -28 -29 -27
right_child=-2 4 -4 -5 5 8 -8 -9 -10 -11 12 -13 13 19 -16 -17 17 -19 -20 -21 25 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.10366739076817143 0.053455049016814984 -0.074236310696737737 -0.15079865567804995 0.080208710182609111 0.033689019268201149 -0.024941298983319038 0.051959152365364074 -0.083695728874044195 -0.11687382860444846 0.034259262753765611 0.0065542545348169258 0.053203585927231428 0.033288217974924504 0.045397800283587975 -0.12839910042364058 -0.12239111863264029 -0.079567230223546004 0.061295281812303662 -0.09685769250122811 0.055851618491336047 0.074104167798822299 -0.12638592897865428 -0.070916095429104722 -0.0091154035737275926 -0.022140147164702393 -0.0062917997455485559 0.054845126054862005 -0.082940895564334177 0.082067883042345385 -0.12522280743269809
leaf_weight=0.36918396819964872 1.2950207367539395 1.2106990254542314 0.7231085157545748 0.66465329588390887 1.5956652211025359 1.9030239731073364 3.3465048195794225 2.1013190317898989 1.8930329085560513 5.8299168040975919 61.754212031984935 6.2763029197230935 2.1448062234558192 7.7538291513919848 2.674440285190939 1.954237326979636 2.1770929861813801 6.4377902927808464 4.5670826595742255 6.0868031606078139 3.8074333863332859 5.482374176848678 3.428088404238224 3.9978922861628234 2.4407656383700669 16.311438236618418 14.150238927453758 5.1701459661126128 2.3638795278966427 2.1994385281577697
leaf_count=92 8 82 52 23 14 22 41 31 42 49 1501 52 22 50 35 60 20 46 115 45 25 58 36 35 22 156 76 42 20 28
internal_value=-7.97329e-05 -0.000463155 -0.0535049 0.0145464 5.72973e-05 -0.0200141 0.00734956 -0.033031 -0.0707866 0.00135064 0.000169188 0.0325957 -0.00139811 -0.00667029 -0.0366895 -0.0224964 -0.00975935 0.0256975 -0.0552691 0.00151428 -0.00341438 -0.0291944 0.00973895 -0.0657138 -0.0942725 0.010121 0.00406033 0.0249607 -0.0311677 -0.020423
internal_weight=182.11 180.815 1.75695 1.03384 179.058 10.8395 7.04349 3.69698 3.79606 168.219 162.389 7.487 154.902 93.1478 19.9554 17.281 15.3268 8.61488 6.71189 73.1923 67.1055 23.1029 11.1819 11.921 7.92314 44.0026 40.1951 21.6843 7.53403 18.5109
internal_count=2900 2892 167 115 2725 150 86 45 64 2575 2526 134 2392 891 298 263 203 66 137 593 548 201 86 115 80 347 322 138 62 184
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=20 20 22 17 19 22 6 4 7 20 9 17 0 18 0 2 5 16 7 8 9 0 13 19 16 16 3 16 5 19
split_gain=0.355095 0.928981 0.870895 0.903571 0.835566 0.77784 0.699915 1.27133 2.04578 1.17157 1.03658 0.828402 2.10537 0.898088 0.816508 1.95164 1.35306 1.62051 2.78305 1.51734 1.41165 1.22527 2.20222 1.28668 2.94534 0.98183 0.920972 0.793148 3.00314 2.7329
threshold=49.275256100300005 47.833738492450003 -0.15726999999999999 172.11348093270001 9.5507705853500013 -0.23557500000000001 8.1951914793500027 310.49012963040008 27.952168727600004 45.90502654165001 58.059373288650008 240.19365715775004 102.84427732220001 17.267778657600005 98.615332683000005 95.580212559300023 16.316541761950003 15.444963882950001 24.176224535650004 8.2435668022500028 63.748083991300007 96.055920542800024 108.17011287860002 12.651020723000002 18.324957148300005 15.549963637400003 78.419635207050007 18.744956166100003 19.221712148250003 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 6 3 -2 -4 -3 7 -1 -9 10 -8 12 13 14 16 26 25 18 19 20 -18 22 -19 -23 -25 -12 -16 28 -24 -29
right_child=2 5 4 -5 -6 -7 9 8 -10 -11 11 -13 -14 -15 15 -17 17 21 -20 -21 -22 23 27 24 -26 -27 -28 29 -30 -31
leaf_value=-0.093037903977847905 -0.11248149486590278 -0.035556540356512428 0.057756138192152501 0.035224999501424492 -0.11300090244678958 0.050983320000386662 0.056562507423696562 0.044192326033648976 -0.10892700019943956 -0.077153392413745636 0.073056484300694613 0.065927654472206151 -0.094908284009836197 0.051648964265258494 0.082196570471755603 -0.060167056054124902 0.092213587995505136 -0.088143675711990707 -0.14888532347090647 0.1168827961785701 -0.12538005211295256 0.094145327209664273 0.055899387526786082 -0.085045274240521981 0.062229332208060456 -0.007203138597165858 -0.022240545834754953 -0.065018690214642877 -0.056166609140271585 0.0022483048809594027
leaf_weight=2.2883117515739277 0.50719933898653868 1.2590125139686277 0.35412383344373566 2.2576365976128727 1.5020960710244251 5.9333034583250983 3.3315329351462415 2.9906482816149946 1.2320280775602439 1.9230517274700094 4.4141472652554503 1.8935955797787745 2.3322708221967323 3.3996447157114735 1.8072709250263854 6.5016905234660953 0.44895050814375215 2.8464955931995055 1.9550942014902828 0.87873820750974108 0.8876180755905807 2.7509638713672739 8.7299235686659795 2.0694686509668827 3.9495054516009986 2.3280853964388371 1.5848250007256863 6.4397489679395212 3.2933735008118665 97.237571781966835
leaf_count=260 20 23 25 67 107 77 45 75 159 74 28 24 146 35 17 158 4 82 21 6 82 18 63 34 27 37 30 111 186 859
internal_value=-8.0873e-05 0.000642836 -0.0274419 0.00812877 -0.0804244 0.0358345 -0.000868136 -0.0330114 -0.000482495 0.00043174 0.00136963 0.000189033 -0.000620053 0.000831248 -0.000335091 -0.0280867 0.00165123 -0.000589136 -0.0619283 0.0148147 -0.0522908 0.00142009 -0.00124815 0.0374879 0.0115928 0.0453429 0.0334024 0.00088967 0.0252027 -0.00192988
internal_weight=179.328 174.707 4.62106 2.76484 1.85622 7.19232 167.515 6.51099 4.22268 161.004 159.081 155.749 153.855 151.523 148.123 9.89379 138.23 131.487 4.1704 2.21531 1.33657 127.317 118.547 8.76994 6.01897 6.74223 3.3921 115.701 12.0233 103.677
internal_count=2900 2681 219 87 132 100 2581 494 234 2087 2013 1968 1944 1798 1763 205 1558 1493 113 92 86 1380 1301 79 61 65 47 1219 249 970
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=15 21 22 8 15 13 10 9 22 21 3 6 15 23 23 19 12 5 17 15 22 3 22 22 8 8 3 0 15 5
split_gain=0.370261 1.19155 0.55291 0.622633 0.87013 0.886996 0.768574 0.672177 1.14264 1.7318 0.985935 2.67641 1.38457 1.32716 1.11185 0.818012 1.24734 1.76706 1.97808 1.82505 2.14021 1.66026 1.48752 1.6698 1.64623 1.24115 1.02122 0.996585 0.927117 0.846582
threshold=11.896459116400001 17.123843457500005 0.68694500000000025 1.6487133604500002 21.073645951400003 92.138837046750012 90.235408690400007 187.70546222865002 0.23643500000000003 0.25448588140000006 93.862138708350017 16.465384711100004 43.376643616500012 0.087405000000000024 0.093295000000000031 14.451165964200003 152.88762959770003 20.102686929350003 186.34046889365004 37.576156502300009 -0.5775499999999999 112.71898403535002 -0.23771499999999998 0.049615000000000013 2.5480115570500002 3.6471537973500001 108.3367972827 105.70748523110002 38.469938489650012 12.294714844000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 15 10 -10 -9 -12 13 -13 -14 16 17 25 19 20 -19 -22 24 26 -18 29 -24 -25 -17 -5
right_child=2 -3 -4 7 -6 -7 -8 8 9 -11 11 12 14 -15 -16 28 22 18 -20 -21 21 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.10665468519326847 -0.10501056891736332 0.027312659087869964 0.04917247188039485 0.016069728053942609 -0.11146188345405755 0.068404779822739958 0.042690077760801338 0.0019946711585110805 0.014690636826286855 -0.10521374160372672 -0.13420110779209113 0.010641058603368848 -0.014907924358380207 -0.085854166049478889 0.092774730008283623 0.079266834607151102 0.031254348613690357 0.097494551484206271 -0.13203362148987149 0.067342596327539445 -0.12530638276197759 0.10652486064307337 0.056745940497915974 -0.11282038798160694 -0.11253677741552762 0.061470478344247376 -0.028116831641985064 0.063251299018215676 0.00020393794263601006 -0.1238533387904231
leaf_weight=1.279036316671408 1.019830411794828 1.3805169435217974 2.3012689377646884 1.0549750720383615 1.1836050701676866 0.95512198033975426 0.53824745264137153 114.38995631167199 2.2234217426739624 2.6286411576438695 1.9892172445543099 2.831252930685876 1.8885680076200517 2.8702957024797797 1.947771221399307 3.5360002741217604 1.6168068997503753 0.70877057686448086 2.0923537509515882 1.722802724689245 2.5004340310115376 0.35245252889581014 12.075048010330645 1.1171199579257507 1.568752293824218 3.433193250792101 1.6067072530859139 0.45134725514799345 2.5547396312467754 0.73272961424663652
leaf_count=281 89 22 39 49 93 43 48 1234 23 59 39 33 43 56 17 19 38 5 18 10 172 4 176 62 101 34 40 10 29 14
internal_value=-8.51074e-05 -0.0371151 0.000481242 -0.000171777 -0.0407668 -0.00747264 -0.0539865 0.000722076 -0.00264925 -0.0502685 -0.000814304 -0.0286894 -0.00668387 -0.0379369 0.0397643 0.0125975 0.00602136 -0.0182315 -0.0497392 -0.0171552 -0.0580275 -0.0966654 0.022594 0.0355765 -0.0395567 0.0262871 0.0467801 -0.0621534 0.0461042 -0.0412808
internal_weight=176.551 2.65955 173.891 171.59 3.6968 2.5132 1.55808 167.893 130.769 4.85206 125.917 11.5271 9.53789 5.70155 3.83634 37.1242 31.0335 12.5977 7.37681 5.28446 3.56166 2.85289 18.4358 15.2502 3.18556 5.2209 13.6818 1.56847 6.09074 1.7877
internal_count=2900 303 2597 2558 273 180 137 2285 1504 82 1422 188 149 89 60 781 733 306 209 191 181 176 427 288 139 97 216 72 48 63
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=9 23 15 22 19 9 20 6 5 3 3 2 22 6 20 23 2 16 10 7 21 18 18 7 22 4 16 10 13 5
split_gain=0.382054 1.67877 1.4329 1.11041 1.07886 1.07121 2.14272 1.85185 1.18032 0.949196 0.901164 0.800394 1.23012 0.767142 1.12221 1.03487 0.747293 0.74291 1.0415 0.643714 1.57136 0.803135 1.72454 1.35626 1.2652 1.06058 0.746615 0.680458 0.60438 0.751279
threshold=215.80505313260002 0.072890000000000024 24.673905035600004 -0.10098 12.551012654050002 210.97856947250003 41.558544840500012 14.925348728400001 14.828620505300002 82.081315180750025 77.938401201700017 357.36576196840008 -0.037524999999999996 17.495408777450006 36.514114975300011 0.082325000000000023 35.561888367500011 20.514952027100005 62.55235532115001 19.152455927400002 13.296557277800002 12.903279561150002 12.868666868750003 22.087764922150004 0.11061500000000003 128.88186563570002 22.724946859200003 61.82916008405001 117.69263157665002 23.606333875400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 10 11 7 8 -7 -5 -3 13 -13 19 -15 16 -16 -11 -19 20 -1 22 23 24 25 -21 27 -23 29 -29
right_child=1 2 3 9 -6 6 -8 -9 -10 17 -12 12 -14 14 15 -17 -18 18 -20 21 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.06888969961020279 -0.093227950366591969 -0.11120812193545326 0.085510359540390074 0.068684068066128409 -0.11168003990207023 0.03564205537477836 -0.10321427301797065 0.046323715939591038 -0.086337417758356738 -0.069794341508670685 0.043449937942516628 -0.12479570626673933 0.029349551205721067 0.036444816136825937 0.10820488696420216 -0.12694972076741942 -0.102180102435337 -0.040895446893693253 0.05225028648994437 0.057962385407042322 -0.071072173846845763 -0.08258911774530274 -0.11689043414890364 0.045436568771466512 0.064206858167289771 -0.10881488785336327 0.053803761093748841 0.0038666968962642366 0.043289370964668977 -0.025771989295044668
leaf_weight=3.7318392815068355 1.3460869714617754 0.49135538196424011 3.5822218311950556 2.7579084374010545 1.1916053183376787 1.1039381554583072 3.0406447569839656 3.7418243689462543 2.8189236358739436 1.2760913375532252 1.6153539826627819 1.2373943702259569 0.8901293434901153 1.1449831046047614 0.39668236672878299 1.6643124341499058 0.29394025861984119 1.9779225061647592 3.0537659972906113 0.46074936538934608 1.0217843900900332 0.94051568256690998 1.7550599484238771 2.9057759993011132 0.78694660705514241 2.2113550148205832 2.8622161820530883 111.26922600553371 3.578734913840889 9.264378624269737
leaf_count=75 35 60 31 28 38 24 62 32 47 32 20 55 24 29 2 38 75 27 26 4 22 28 23 22 14 76 23 1718 23 187
internal_value=-9.46113e-05 0.0140133 0.023066 0.0383739 -0.0356346 -0.00164729 -0.0321835 -0.00400496 -0.052011 0.0197484 0.00737848 0.000585392 -0.0603033 0.00148319 -0.0447631 -0.0842469 0.0186616 -0.00164746 0.0156353 0.00263284 0.0388051 0.00136884 -0.029128 -0.00492808 -0.0472369 -0.0800576 0.00330474 0.00214891 0.00279105 0.00158863
internal_weight=174.414 17.2923 15.9462 12.6479 3.29831 157.121 10.7053 7.66469 3.92286 9.06569 2.10671 146.416 2.12752 144.289 3.49992 2.35494 0.690623 6.30778 5.03169 140.789 4.75362 136.035 8.11989 6.36483 3.45905 2.6721 127.915 125.053 124.112 120.534
internal_count=2900 297 262 144 118 2603 165 103 71 113 80 2438 79 2359 144 115 77 85 53 2215 97 2118 139 116 94 80 1979 1956 1928 1905
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=7 7 12 8 3 16 23 18 8 0 6 13 21 5 3 8 7 18 9 4 18 7 22 9 18 18 16 6 7 18
split_gain=0.348075 1.30751 1.56457 0.999826 1.12548 0.975989 0.908225 0.902813 0.873591 2.14072 0.788933 0.996077 1.40347 0.967132 0.779318 0.629472 0.67913 1.83187 1.64421 1.57747 1.15303 1.48586 4.09179 2.34868 1.14721 4.13007 1.47758 1.26948 1.35862 1.41916
threshold=20.778835947700006 21.725272673150005 219.23896387120001 9.5425530862500008 94.92945658615001 22.704946905950003 0.099780000000000021 13.415872650200003 8.8430989333000021 86.950112854950021 15.675366252400002 116.20860268865 11.790993765850002 29.040033326300005 103.44111502715002 8.7431769115000026 22.708075280250004 13.197799034350002 188.53841931785004 203.63782228400004 13.3584252364 23.195026784100005 -0.085734999999999992 190.58777288605003 13.482409244300003 13.5308213324 22.634947069650003 16.565387047600002 23.399310583750005 13.5538556217
decision_type=2 2 2 2 2 2 2 2 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 8 10 -7 15 -10 -1 -12 13 14 -13 16 -3 18 -18 -20 -19 22 23 -22 -23 -26 27 28 -27 -30
right_child=1 3 -4 -5 -6 7 -8 -9 9 -11 11 12 -14 -15 -16 -17 17 20 19 -21 21 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.03429543467056681 -0.089214686490494619 0.01696714031561573 0.022408427008041618 0.061716525154618264 -0.081301209967116053 0.0065316494061652495 0.10393312437927121 0.087228605477054577 -0.1325819306239728 0.0055218758561365851 -0.1063479872091368 0.048322405386718281 -0.11804768783767611 0.072509957655558829 -0.11610965638873177 0.034259400886509028 0.010105273823714612 0.031761371278245187 -0.018387558985384706 -0.15292636359433123 0.080486077475833903 0.052146931817057568 -0.13941427480496993 -0.056959539851381517 -0.21456957317587233 -0.093001597053637489 0.049083780840246394 0.092123845518697511 0.11702346212503355 -0.0053320482699504984
leaf_weight=5.3927398750092816 3.5163195785135022 17.88452551694354 1.9532110791769808 2.6139361625537267 1.711177092976867 3.2485279724933198 1.0811599532607932 2.4185580741614103 1.723739455686881 3.2173842769116163 1.0699857550207523 0.52744182199239753 0.78066087292972941 2.0620148453162983 0.63553169101942331 5.2021474726498118 2.178355684503912 9.7463941827882064 1.4418361485004427 2.2031585723161697 2.403357716742903 3.9304280849173656 2.938832025974988 2.5756523152813315 0.91370881348848243 1.7474498465307977 5.5511163882911196 1.3464302942156781 0.95936495065688987 79.640495035375352
leaf_count=110 96 212 48 23 41 27 14 20 29 29 151 4 28 48 41 43 16 68 10 44 28 24 39 23 10 32 45 6 3 1588
internal_value=-9.49906e-05 -0.00129747 -0.0493532 0.000391789 -0.000656036 0.000256219 0.0166744 0.0409709 -0.00132844 -0.0426564 0.00766239 -0.0206346 0.00226113 0.0313838 -0.041535 0.000123299 -0.00118764 -0.00394915 -0.0586295 -0.0997074 -0.00109982 -0.00423959 -0.0458441 0.00938517 -0.000738456 -0.00304397 -0.000878328 -0.00419214 -0.00576697 -0.00387567
internal_weight=172.616 161.066 5.46953 155.597 152.983 151.271 11.5495 5.66709 145.604 4.94112 10.4684 5.07563 4.00565 3.22499 1.16297 140.663 135.461 117.577 5.82335 3.64499 111.753 102.007 7.91784 4.97901 94.089 90.1586 89.2449 83.6937 82.3473 80.5999
internal_count=2900 2504 144 2360 2337 2296 396 47 2249 58 382 272 121 93 45 2191 2148 1936 70 54 1866 1798 90 51 1708 1684 1674 1629 1623 1591
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=20 20 12 6 17 0 18 17 21 17 17 22 16 21 21 21 7 0 17 12 20 23 23 19 5 19 8 4 14 23
split_gain=0.333156 1.17132 1.72079 1.13765 0.969463 1.18087 0.931511 0.950879 1.78199 0.860999 1.77591 1.65845 1.14648 0.989329 1.7315 1.38658 1.42047 1.069 1.2948 1.57527 1.10498 0.733811 1.44153 0.747169 1.27634 0.743175 0.886932 0.733036 0.698531 0.710594
threshold=43.19689381845 43.061965423550006 316.7844411196001 8.0101871567500016 242.64190980425005 102.65877371115 17.267778657600005 213.85098605320005 1.2781961269500002 188.07781354100004 185.45203303005005 -0.11911999999999999 11.934972090850001 6.655069997600001 7.5091558130000005 4.592422409250001 23.302979953550004 86.001087134900004 193.52305340940003 208.33288250865004 48.852845034800005 1.0000000180025095e-35 -0.1444 12.451004585100002 29.040033326300005 13.351077205700003 2.4480895352000007 398.10712430820007 434.07096652535 -0.22588499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 5 6 7 -5 -9 10 12 -12 -2 15 -15 16 -11 -16 -19 -20 27 22 23 -14 -25 26 -23 -21 -1 -30
right_child=9 2 -4 4 -6 -7 -8 8 -10 13 11 -13 21 14 17 -17 -18 18 19 20 -22 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10500937400074964 -0.059638127452378134 -0.10821425601549867 0.049129460739100253 0.0010187841531902359 0.076776009129714023 -0.068147617129530089 0.056103098865612433 0.045571736658900373 -0.098465438289564958 0.061211030290493976 0.0072562639891660431 -0.1500541111219415 0.06321094462843399 -0.13631606697813201 -0.11586778810576226 0.087356128151951484 -0.05852419392289622 0.071886140956990183 -0.12366903550879099 -0.0038227209931076707 -0.08641371325970397 0.076646174070244141 -0.11185528571677038 -0.12081552946227787 0.032299911254692518 0.092660068894604694 -0.04069247579591196 0.076756218035398921 0.096296735876545136 -0.10458808947847667
leaf_weight=1.6617582250182743 2.1536093878967213 2.3197316214209418 0.99244295223616052 119.07469906535698 1.6407000448089082 2.5356795883562873 2.97151342825964 1.300024711992591 2.531459518475458 2.1430843053385638 1.178435870446265 1.5538297885213967 2.1333221830427611 0.82546358404215325 0.59560057800263067 4.3826898806146346 1.8427555500529704 3.4037847103318182 0.94508989897440177 2.2707353162113577 0.87716925004497159 1.1934931258438157 1.0142078080680237 0.80683459283318404 1.6738507430418392 2.1667238234076649 1.3996167068835346 2.245288081059698 0.42288717161864042 0.30172165637486603
leaf_count=292 158 53 13 1397 23 145 31 19 53 20 35 30 28 18 16 50 39 52 46 28 69 30 53 35 29 14 38 26 5 55
internal_value=-9.30619e-05 -0.00233095 -0.0610686 -0.000861991 0.000393463 -0.000582454 0.000778578 -0.000559007 -0.0495935 0.00863539 -0.00915032 -0.0822056 0.00676515 0.022544 0.00305754 0.0485377 0.00585438 0.0141865 0.0221377 -0.00457827 0.0162909 0.0205316 -0.00391032 0.0198171 -0.0175004 0.0494327 0.0133133 0.0362397 -0.0692827 0.0126498
internal_weight=170.558 135.753 3.31217 132.44 130.054 128.413 125.878 122.906 3.83148 34.8056 15.2739 2.73227 12.5417 19.5317 11.1631 8.36853 3.98584 10.3377 9.74207 6.33828 5.39319 10.388 5.62822 4.61401 2.48069 4.75983 2.59311 4.51602 2.38637 0.724609
internal_count=2900 2086 66 2020 1668 1645 1500 1469 72 814 450 65 385 364 255 109 59 237 221 169 123 227 145 92 64 82 68 54 352 60
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=19 21 17 15 22 5 16 5 15 15 13 6 22 13 10 20 9 21 22 8 15 6 17 13 20 21 6 5 15 23
split_gain=0.351157 0.532466 0.850201 0.374772 1.2382 2.23819 1.66582 1.08603 0.94529 0.631393 0.630126 0.486384 1.76859 2.07214 1.75558 1.98344 2.98317 1.27438 1.39247 1.2298 1.24522 1.77413 1.11466 1.08561 1.05998 1.03172 0.936737 0.73544 2.13843 1.80852
threshold=14.651182102100002 2.4018027644000006 200.23903127160003 44.34858359035001 -0.063985 25.556820288350004 22.694946929300002 24.544200699650002 43.132842597400007 50.243466369800011 117.57971633515002 16.455384477450004 -0.054494999999999995 117.66037007905001 64.654729579150015 38.771633980050005 202.48520976110004 4.9951517063000006 -0.016334999999999999 8.6432548896500023 40.301031380450006 16.565387047600002 190.14686213645004 117.68187774410002 42.508878681700004 6.6145699112000012 16.445384243750002 21.850554661550003 38.469938489650012 0.087725000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 5 6 -5 -6 11 -7 -10 23 14 17 15 -13 19 18 -14 20 21 22 25 26 -23 -17 27 28 -1 -30
right_child=1 2 -4 4 7 9 -8 -9 10 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015552286492856095 0.058265719423263987 -0.041790091815768038 0.046047206114703365 -0.11812227845093604 0.051885094208497642 0.097753513575273177 0.012981771677949838 -0.046851451321434388 0.0071482548676723243 -0.010705274751142361 0.07773605056727062 0.08494517076793863 0.053119100207073201 0.023936966874601083 -0.092482484874989168 0.033718733551749973 -0.12352578381771473 -0.12683248879715411 -0.099966331121958352 0.087959597832624276 0.045997474354738388 -0.050411261833416349 -0.1402652110548617 -0.088139050763624244 0.051335497874789374 -0.085799499863109918 0.060180203308125763 0.021480896347310333 0.013674416255973425 -0.11454443528624658
leaf_weight=89.673366697679739 2.5504123931750646 2.2691610490437597 2.1423031352460384 3.5629888116382062 3.4203020995482785 1.0045889290049674 1.3312792354263363 1.6520903818309305 2.5027951318770638 1.1525512821972368 2.5563427433371544 3.0510947482253057 1.0859451903961601 2.4715864498866722 1.7973467380506907 1.3289373563602587 1.8221472511067975 3.2358384651015513 1.312108363781588 1.8631895575672377 4.2627141773700705 1.4484350660350171 1.3833163166418669 1.3258775733411301 3.4932942033046857 1.5821380543056873 2.7824601093307129 15.685433487175031 1.7393860523588944 2.9929658998735249
leaf_count=1810 21 27 13 86 24 8 17 39 23 36 18 81 11 30 33 13 31 98 41 12 23 19 17 10 63 28 15 200 18 35
internal_value=-9.63985e-05 0.0218936 0.000865614 -0.00104421 -0.0179533 -0.045058 -0.082461 0.0197264 0.000327991 0.0398044 0.0428157 -0.00116124 -0.0124611 -0.0524003 0.00223191 0.0106447 -0.00254757 -0.0858894 -0.0306424 0.0118021 0.0012904 -0.0193431 -0.0663581 0.00182089 0.0215132 -0.0312381 0.00287761 0.00142934 -0.00190221 -0.0674173
internal_weight=168.482 6.96188 4.41146 161.521 12.1238 7.05141 4.89427 5.07239 149.397 2.15714 5.05914 144.338 30.1381 8.10548 22.0326 20.2353 17.1842 5.63389 2.39805 15.362 13.4988 9.23612 4.29439 114.199 4.94173 2.91108 112.874 110.091 94.4057 4.73235
internal_count=2900 61 40 2839 210 147 103 63 2629 44 41 2588 500 180 320 287 206 150 52 175 163 140 58 2088 82 41 2078 2063 1863 53
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=2 17 10 18 7 0 14 5 3 18 17 16 7 23 10 7 19 17 12 2 4 10 16 15 5 15 16 7 18 17
split_gain=0.318626 1.50599 1.88765 1.31302 0.642751 0.764827 0.62717 0.626231 0.596884 0.615029 1.15351 1.45985 1.0349 1.06502 0.951874 1.26653 0.861195 0.592008 0.555521 0.855669 0.79296 1.22185 0.722217 0.659664 1.16792 0.725967 1.58516 0.981133 1.83388 1.76662
threshold=325.75432260090003 203.93111730270002 67.316303128300021 14.804191144800003 22.426784932800004 113.66800975535001 414.62864134155001 9.7886620791500025 66.243608334250013 17.267778657600005 208.12573104970002 18.764956119400004 25.520256579150004 0.096085000000000018 83.715897724050009 29.467962229850006 12.851036860900001 215.30533467345003 327.98456567570003 297.58713971970008 372.30986956315002 62.079186690200011 13.534968349350001 15.105253432850002 5.4048074218500011 17.512831095650004 13.894967507500002 24.785467646950003 14.662165311550002 197.57625617845002
decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -6 8 -4 -1 10 18 16 13 -13 17 -16 -12 -11 19 20 23 -22 -23 24 -10 -25 -27 28 -28 -29
right_child=1 2 7 4 5 -7 -8 -9 9 14 11 12 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 25 -26 26 27 29 -30 -31
leaf_value=-0.071179452446958211 -0.12427513216438274 0.076788418834666652 0.038871418269066843 0.09306193988090132 -0.11510517037249822 0.043646298840015835 0.061937265418026688 -0.11116318108603657 0.073770474196967639 0.1032143872390488 -0.012517353378044186 -0.085338036574236956 0.052586679571768651 0.023651169601483356 -0.091494188380228048 0.06823852831092507 -0.11385205486380541 0.027177527014555676 -0.050169328369195326 0.065624566237834386 0.054543615477763908 -0.0044555930419287468 -0.13819409829808368 0.04792039740543097 -0.11289428460091507 -0.083961682094244094 0.0026087717652283748 -0.01270666970572178 -0.056747794942141799 0.044575182079577287
leaf_weight=1.1626766105473496 1.8869910424691618 2.4204232953488831 0.3850882663973606 0.49254921282408748 0.66125722212018423 0.5608980928955134 1.6631409593101114 1.0022337455302475 0.46714469348080356 1.7414711299352337 1.2304592207656226 1.9388296632096174 2.1600219989195466 1.6678491458296774 1.1865459752152676 0.85343531303806219 2.633825822500512 2.4852058173855767 2.0310884896898633 2.1153127478901288 0.7549056345596904 0.58894971688278008 1.2843522710027171 3.5617576703079967 1.1865941490978 2.102619844255968 98.263684168254258 8.7807378013967554 5.4963109715608871 13.918216643563936
leaf_count=212 66 24 33 6 36 27 61 39 14 17 33 27 19 13 110 29 80 31 36 32 6 21 35 120 101 114 1169 142 109 138
internal_value=-9.27501e-05 -0.0203637 0.0234832 -0.066719 -0.00337983 -0.0422475 0.000850249 -0.0695171 0.000205652 0.000736161 -0.000544603 -0.0340245 -0.00215391 -0.0349378 0.0314301 -0.0246693 -0.0815852 0.0585062 0.00174953 0.0025108 0.00153206 -0.0528644 -0.0961479 0.00260075 -0.0601656 0.00338637 0.00215257 0.00358438 -0.000535428 0.0224166
internal_weight=166.685 7.40944 3.80775 3.6017 1.7147 1.22216 159.275 1.38732 157.612 156.449 150.183 9.63099 5.7667 3.60668 6.26666 2.03998 3.86429 4.22668 140.552 138.521 136.405 2.62821 1.8733 133.777 1.65374 132.123 128.562 126.459 103.76 22.699
internal_count=2900 231 96 135 69 63 2669 72 2608 2396 2209 172 59 40 187 139 113 48 2037 2001 1969 62 56 1907 115 1792 1672 1558 1278 280
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=21 21 18 13 20 0 21 21 9 18 22 9 17 6 18 12 21 8 5 15 16 14 21 19 5 13 23 9 18 3
split_gain=0.304964 1.52446 1.5563 2.26839 1.39558 1.23045 1.08127 1.45133 3.55249 4.21918 1.15987 1.26029 1.4811 1.89083 1.84369 1.07986 1.04352 1.01889 0.941631 0.901325 1.4708 1.42797 1.12512 1.47278 1.26196 1.106 1.0588 1.14669 1.05757 1.90874
threshold=3.3559787654000002 4.3636502323000004 15.064837217800003 113.17333345935002 41.590548329450009 97.900202820250016 1.9231529451500002 1.2219980417000003 194.46727572990002 13.849588037450003 0.049235000000000008 194.81758439455004 188.07781354100004 16.395383075500003 14.424014050250003 72.692757749350008 4.0344380320500006 8.2435668022500028 21.446355970350002 23.707353846250005 17.204959767300004 192.04981134545002 11.904919354350001 10.650859343850001 13.809011005350003 98.741690215100007 0.080375000000000016 205.88909726980003 15.200392777800003 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=6 2 3 17 -5 -4 7 -1 -9 -10 11 18 -13 14 -14 -3 -7 -2 -8 20 21 -17 23 -23 -25 -24 -26 -28 29 -21
right_child=1 15 5 4 -6 16 10 8 9 -11 -12 12 13 -15 -16 19 -18 -19 -20 28 -22 22 25 24 26 -27 27 -29 -30 -31
leaf_value=0.0058641645207614902 -0.079685061870985771 0.088996388079292305 0.10154619941565618 0.010606789252217407 -0.078504904186483357 -0.095663346725327905 0.077818582805453645 -0.15181313983761752 0.086400800021368476 -0.082271484606073669 0.078889859313340083 0.049357502336054432 0.050565972809773499 -0.13203355727267815 -0.077350810186076341 -0.11779431700131858 0.052876531062363889 -0.22204665074161892 -0.0033709855896121802 -0.051501220577076734 -0.11265256274787988 0.042317965216342651 -0.0056080996752689485 -0.11941604316652964 -0.10293479428548452 0.070161581002152376 0.05789924736115859 -0.063059519884880483 0.040640480621243806 0.006423601015911772
leaf_weight=32.955562967836158 1.0000139508629202 1.3747282417025406 1.2412573725450777 3.7754121625330299 3.2880409123608842 1.0152194438560398 3.9717489166650948 2.1424668023828399 2.8418975356034935 3.1014220536453649 3.3507239885511799 2.8741763223079015 2.5899515002965927 1.5767985950224099 1.9944485545274799 1.1762591197621137 0.88543861656216893 1.0109959319233892 2.2308633119682781 6.3042470121872602 1.5546963285014488 2.1549817942868703 5.187855488737112 1.9881701710983177 1.2168614346301181 3.0644213889027014 1.8484090508427473 1.360678741475567 7.4162975812214418 58.266487657034304
leaf_count=682 30 9 10 36 45 32 50 40 22 58 46 36 18 24 54 33 26 11 32 154 92 144 203 118 74 33 31 23 119 615
internal_value=-0.000100562 -0.00334072 -0.0365503 -0.0575524 -0.0308747 0.0241078 0.00561198 -0.00345052 -0.0414148 -0.00161801 0.0256208 0.0139073 -0.00992067 -0.0375737 -0.00508437 0.00102569 -0.0264647 -0.151255 0.0486175 -0.000295446 -0.0193353 -0.0112743 -0.00382573 -0.0292055 -0.0532355 0.0225284 -0.0235067 0.00661177 0.00487596 0.000768216
internal_weight=164.761 105.13 12.2164 9.07446 7.06345 3.14192 59.6301 41.0413 8.08579 5.94332 18.5887 15.238 9.03537 6.1612 4.5844 92.9141 1.90066 2.01101 6.20261 91.5394 19.5523 17.9976 16.8214 8.5691 6.41412 8.25228 4.42595 3.20909 71.987 64.5707
internal_count=2900 1838 190 122 81 68 1062 802 120 80 260 214 132 96 72 1648 58 41 82 1639 751 659 626 390 246 236 128 54 888 769
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=15 21 22 8 15 13 10 20 20 21 0 10 3 5 21 21 12 12 22 20 21 2 13 16 21 23 23 23 5 15
split_gain=0.287721 0.986669 0.443048 0.448042 0.686648 0.642988 0.668467 0.515745 1.01009 2.24165 1.40472 1.93557 1.77709 1.41736 0.908304 0.988484 0.856926 1.75752 1.26151 1.22744 0.953743 0.828838 0.738303 1.55903 1.60498 0.720767 1.64671 2.06811 1.99551 1.51982
threshold=11.896459116400001 17.123843457500005 0.68694500000000025 1.6487133604500002 21.073645951400003 92.138837046750012 90.235408690400007 43.19689381845 42.718072821900002 1.8881760204500002 86.20003303655001 62.132955852800002 89.579424906550017 17.949654459650002 6.655069997600001 6.415941214150001 197.02116758845003 155.27099795600003 -0.09715 43.812290675100009 15.440607301650003 190.89843378335004 117.34850893595002 18.324957148300005 2.9845679401500003 0.10236000000000002 0.099010000000000029 0.098200000000000023 21.495293572000005 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 3 4 5 6 -2 8 25 -10 -11 -12 13 -13 15 22 17 18 19 -16 -21 -18 23 24 -9 26 27 -5 -28 -27
right_child=2 -3 -4 7 -6 -7 -8 14 9 10 11 12 -14 -15 16 -17 21 -19 -20 20 -22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=-0.10590442118860222 -0.10403640074831405 0.025572985007434074 0.04650770718032201 0.0030010521640514323 -0.10791682948805342 0.063399044436904584 0.041371849266302697 0.046824378516469839 0.068136618681087044 -0.12663221705509028 0.035296712950216608 -0.11197402525989777 -0.1501634789673689 0.055765898191127719 0.098494324632122723 0.1000118610399694 0.086004840693103921 -0.12175145485430272 -0.084090286069205461 -0.083490094164422782 0.044836231500308805 0.0036523661613312506 -0.021746019450959192 0.08238891450115253 -0.095994784765097388 0.0038282380344769468 -0.017196991060441529 -0.11602231674185973 0.090520581795764901 -0.044981415596540501
leaf_weight=1.0621746890246861 0.83506930936709955 1.2337725351098923 2.0573021308518937 81.161954057170078 0.96309652450145211 0.81956272153183807 0.50877993936592247 1.905930986860769 1.8338621899019916 2.0177032461506297 2.6158927753567696 0.85894742497475896 1.7605934734456239 1.2181310597807167 1.5025373658863816 1.901186043396591 1.4896855470724384 1.5825193064520133 1.3589656398398804 1.1268932888051497 1.1915574548766015 6.8044244929915294 2.8414648391772062 3.7725992898922414 1.3401240493694784 17.95278948429041 2.7462282498017876 1.4865951486863185 4.6014138970058411 9.8958147992379946
leaf_count=281 89 22 39 1187 93 43 48 28 15 75 18 38 18 17 14 12 18 64 46 30 12 136 38 29 64 223 44 17 33 109
internal_value=-0.000103384 -0.0352524 0.000400516 -0.000199483 -0.0376789 -0.00641068 -0.048985 0.000556671 -0.00208239 -0.0321051 -0.0538054 -0.0310362 -0.076251 -0.0136007 0.0131675 0.0339903 -0.00309801 -0.0295185 -0.00134053 0.0280901 -0.0175373 0.0184435 0.0212603 0.0386712 -0.0121381 0.000542991 0.00489342 0.000860185 0.0502604 -0.0135159
internal_weight=162.448 2.29595 160.152 158.094 3.12651 2.16341 1.34385 154.968 128.15 10.3051 8.47127 6.45356 3.83767 2.07708 26.8179 11.7613 15.0566 6.76247 5.17995 3.82099 2.31845 8.29411 9.86012 7.01865 3.24606 117.845 89.9962 82.6485 7.34764 27.8486
internal_count=2900 303 2597 2558 273 180 137 2285 1794 181 166 91 73 55 491 171 320 166 102 56 42 154 159 121 92 1613 1281 1204 77 332
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=19 8 22 22 22 23 23 17 13 23 0 12 6 15 22 8 6 20 16 16 15 7 20 17 15 9 6 6 21 9
split_gain=0.289563 0.518651 0.379099 1.42171 1.33896 1.15314 1.74363 1.0763 1.35878 1.75574 2.70206 1.39035 1.04321 1.00085 1.66933 0.846563 1.089 1.61514 1.30826 0.782853 0.742056 1.4941 1.33077 1.99867 0.983234 1.00589 2.52145 2.56271 1.89153 1.70966
threshold=14.651182102100002 8.6432548896500023 0.090855000000000033 0.11529000000000002 0.06041500000000001 0.11467000000000002 0.10273500000000002 216.92268020535002 117.54745483760001 0.075065000000000021 93.910530954700008 236.87735968945 14.185331438000002 26.285853065250006 0.68694500000000025 9.4426310644000022 16.665389384150004 38.115457128050004 21.534949641950003 16.954960351900002 44.34858359035001 23.124786352450005 43.022303514600004 193.63201810280003 43.132842597400007 197.58039077460003 16.405383309150004 14.815346158200002 6.338788634150001 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=2 -2 4 -4 15 6 7 8 9 11 -11 13 -12 14 -5 16 20 18 -18 -19 24 -22 23 -23 25 29 27 -27 -28 -1
right_child=1 -3 3 5 -6 -7 -8 -9 -10 10 12 -13 -14 -15 -16 -17 17 19 -20 -21 21 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0054839219561254246 0.046125811771663569 -0.0092918085353057202 -0.1112017715892437 -0.12283676400632507 0.068028874983131357 0.045093305362027047 -0.13496782061106166 0.090692978901270385 0.050669173743116441 -0.14179959088261057 -0.042946930487410682 -0.064606866994626019 0.089281830575506496 0.1014176545623232 0.10455573033005737 0.0542004541630196 -0.09020405259534911 0.049288558777608488 0.0797117744041686 -0.12426551323006313 -0.11531753188519403 0.0357897034053649 0.073558726461993712 -0.081798792326781972 0.054024770706086904 -0.021055662028840266 -0.12679777316683333 0.027390656037723018 -0.023021037047019386 0.082769161263559696
leaf_weight=56.271668938745279 3.5992174493148914 3.1817038552835584 1.3971175256301673 0.6781381361070109 2.9073232570081009 3.4961556707421542 1.1877428792358831 1.010230713902273 2.4195404675556338 2.7170625107828528 1.9015568065515256 1.5368738916877189 0.86946484073996533 1.7487336184130979 0.61619185283780098 2.7614589894656083 0.71372860745759581 0.29475620272569392 1.2410605940967796 2.1979855873796623 1.598734448896719 2.5637252633459866 1.5535602271556852 3.3139382181689143 3.5414074826985589 26.008170034445357 2.8968204148113719 18.819934683851898 4.4612226970493793 3.0156990592367938
leaf_count=1116 27 34 41 60 32 33 24 17 28 65 89 38 8 15 5 43 63 24 12 132 86 27 16 52 28 559 30 146 34 16
internal_value=-0.000100354 0.0201231 -0.000992337 -0.0139911 0.000904643 -0.00652128 -0.0188091 -0.00858763 -0.0166193 -0.0327901 -0.0709386 0.0129229 -0.00145745 0.0520786 -0.014582 -0.000582185 -0.00175953 -0.0503785 0.0176725 -0.103743 -1.63373e-05 -0.0276198 -0.0087527 -0.0305089 0.00215084 0.000502856 -0.00962212 -0.000716713 -0.0638774 0.0094151
internal_weight=160.521 6.78092 153.74 19.5788 134.161 18.1817 14.6855 13.4978 12.4876 10.068 5.48808 4.57994 2.77102 3.04306 1.29433 131.254 128.492 4.44753 1.95479 2.49274 124.045 9.02996 7.43122 5.87766 115.015 111.474 52.1861 44.8281 7.35804 59.2874
internal_count=2900 61 2839 423 2416 382 349 325 308 280 162 118 97 80 65 2384 2341 231 75 156 2110 181 95 79 1929 1901 769 705 64 1132
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=2 17 5 13 7 19 20 17 16 19 21 17 3 10 8 16 10 22 15 19 9 18 13 9 14 5 16 23 23 23
split_gain=0.267668 1.48513 0.393745 0.5245 1.06706 0.542475 0.51316 0.430268 1.85074 1.61506 1.93409 1.51914 1.48943 1.93875 1.57881 2.31619 1.92554 1.26156 1.20994 1.54958 1.53982 0.879383 1.1256 1.69658 1.10913 1.77253 1.01701 1.14833 0.946549 1.24162
threshold=357.36576196840008 207.18249964335004 32.00428233840001 118.63896883855001 20.861721588400005 14.651182102100002 40.982542372850013 201.78545703200004 22.644947046300004 14.451165964200003 7.362244800500001 202.72018094520004 88.727183679150016 68.579878449600017 8.543332867800002 18.684956306450005 75.465019721650009 0.13860000000000003 23.969938375100003 12.250988447150002 184.56123852025004 15.502113896900001 104.02719889955002 190.77452831370002 314.01641298495002 22.204885925350002 14.184966829400002 0.07968500000000002 -0.21013499999999999 0.089580000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -7 21 9 11 -11 -9 13 -13 15 16 -15 18 19 -18 -21 22 23 28 -24 -26 27 -23 -1 -30
right_child=1 -3 -4 4 -6 6 -8 8 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 20 -22 26 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.038476099802240038 -0.097568755341971902 0.048762786904581426 0.049646154257612485 0.024537117613226713 -0.085736759998199547 0.060318800335131401 0.0010469080753567231 -0.091808413703230687 0.095442720577103179 -0.14088845034442052 -0.0088440593535427572 -0.11515464401463514 0.058496901652441619 -0.11225212374883189 -0.11806547186099731 0.068097512961527898 0.037346891864643003 0.080574514434822456 0.037717258640049656 0.043379210447944877 -0.11242171571198314 0.034192939134991128 0.0060444481580545044 -0.1100001449357636 -0.11829302543934384 -0.0069656311832819659 0.053973173264436347 -0.052423092355133372 -0.077490921829250936 0.03332195819675883
leaf_weight=2.5685707326047122 1.5193005279870697 1.2761221631662918 1.6102176228596352 1.5491021738271222 2.0239767308812588 2.9241333976387969 2.9185895137488842 1.9261342518730185 1.5525979474186886 2.1288123009726396 2.3161500538699329 1.6240522135049165 3.724481292651034 1.7799664451740742 1.0773362615145732 4.4782001562416545 1.6618960090563613 1.6489297559892282 2.8297308273031376 0.80957663105800781 2.9308653517509811 3.666431297286179 83.682865255628712 2.228498085110914 1.8654014652129252 6.1298851419705898 6.7199778224457987 2.6275464754289715 2.8306859110016358 1.5730199945101047
leaf_count=86 64 35 52 47 49 19 24 42 17 26 22 20 33 61 25 43 146 40 43 28 94 193 953 62 37 101 89 223 189 37
internal_value=-9.85377e-05 -0.0307678 0.000453131 -6.19067e-05 -0.0379277 0.00083873 0.030711 -0.000370117 -0.0109211 -0.0166281 -0.0720837 -0.00656338 0.000713071 -0.0107099 -0.000857491 0.00696648 -0.0165099 0.000737166 -0.0152547 -0.0430013 -0.0787004 0.00245434 -0.000701719 -0.0340453 0.00264462 -0.0329397 0.0269188 -0.00196665 -0.00976837 -0.0379082
internal_weight=158.203 2.79542 155.408 153.797 3.57308 150.224 5.84272 144.382 30.4887 28.9361 4.44496 24.4912 22.565 18.8406 17.2165 16.1392 11.661 9.881 8.23207 5.40234 3.74044 113.893 100.879 9.20077 91.6782 7.99529 13.014 6.29398 6.97228 4.40371
internal_count=2900 99 2801 2749 96 2653 43 2610 640 623 48 575 533 500 480 455 412 351 311 268 122 1970 1465 374 1091 138 505 416 312 226
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=9 7 9 9 23 9 20 6 21 3 15 13 0 15 23 20 2 7 2 3 16 10 22 3 23 23 22 2 5 17
split_gain=0.277978 0.571924 0.476261 1.06889 1.29047 0.81437 1.35571 1.69707 0.934702 0.690708 0.650268 1.69275 2.81326 1.27892 1.04633 1.03538 1.68425 3.04734 1.54649 1.24864 2.42874 2.39915 2.2193 2.23863 1.70858 2.47046 1.70355 3.78877 1.69492 2.51515
threshold=233.97947574895002 28.835073444300004 216.18094582280003 216.74970536510003 0.076825000000000018 210.97856947250003 41.558544840500012 14.835346625500001 4.413275124550001 77.360382703650018 28.566186095050004 109.57886493895002 95.762878606550018 28.321365561200004 0.25847000000000003 37.858673296900008 107.21413536925002 23.031046061850002 61.427631630050008 88.727183679150016 19.774953757550005 66.318885161900013 -0.088099999999999998 92.171098544300023 0.083415000000000031 0.085880000000000026 -0.16187499999999996 143.15549947900004 22.665750084250003 192.70224472390001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 10 7 8 -7 -6 13 12 -12 14 -1 16 -13 -18 -17 20 -20 22 23 -21 28 -26 -25 -28 -24 -30
right_child=1 -3 3 4 9 6 -8 -9 -10 -11 11 15 -14 -15 -16 18 17 -19 19 21 -22 -23 24 26 25 -27 27 -29 29 -31
leaf_value=0.0084059918348719214 -0.11790949903515302 0.027423904108834163 0.10369188513660675 -0.097108075912331573 -0.06602879390238757 -0.1090811544063342 -0.088117229461151053 0.038516649655368627 -0.0011085843616370466 0.026887542429000329 -0.089276629357631213 0.071460391891799951 0.038491584548671604 0.084105194090655547 -0.11385852462773288 -0.10043108455005308 -0.092275990745860501 0.046621692359900109 0.015809754893469287 -0.13626134427263678 -0.13840031437404027 0.093623327685615973 0.080461096648334424 0.032758918640266636 -0.10058488976033107 0.0067308238898455405 -0.0024482011917144691 -0.12463155787181442 -0.09313417994448081 0.066908856095916097
leaf_weight=43.475377030415984 0.58350253081880399 0.50522328156512231 1.3241462066071097 1.0457439383026201 0.87120561991468903 1.7470611816679578 2.7937473061901983 3.8948201236198656 1.4817858398891983 9.7937483696732652 5.4040950131602576 4.9784512890037131 2.5301518984342692 2.2269768974510944 0.71140652247413427 1.6526075303554524 2.5196341152768582 4.2334917755797505 2.1991755738854399 1.848310295492406 1.9068615008145569 2.6827434077858916 5.8737771473825031 4.4356362237595066 2.3310332964174476 26.895452576223761 8.3009051084518379 3.6555284700589263 1.7645249368506486 2.2140804035589099
leaf_count=1479 15 29 11 27 57 40 66 38 32 147 137 37 40 19 24 20 35 28 15 17 25 19 37 54 21 250 58 68 32 23
internal_value=-0.000114703 -0.0504675 0.000239451 0.0185317 0.00890254 -0.00144255 -0.0290777 -0.00592373 -0.0595303 0.0192973 0.000636248 -0.00454041 -0.0485326 0.0101641 0.00643754 -3.6151e-05 0.0273308 -0.00520191 -0.00491836 -0.00245618 -0.0558061 0.00119464 -0.00313135 -0.0319326 0.0103119 -0.00182842 -0.0201689 -0.0398042 0.0463253 -0.00407077
internal_weight=155.881 1.08873 154.792 13.0348 11.7107 141.758 9.91741 7.12367 3.22885 10.665 131.84 85.4265 7.93425 46.4138 44.1868 77.4922 11.7316 6.75313 65.7606 64.108 4.10604 60.002 57.3192 18.2404 39.0789 29.2265 16.3921 11.9564 9.85238 3.97861
internal_count=2900 44 2856 242 231 2614 176 110 72 204 2438 916 177 1522 1503 739 100 63 639 619 40 579 560 197 363 271 180 126 92 55
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=9 18 6 18 16 15 18 9 21 7 21 22 16 17 4 20 6 20 7 16 6 3 3 0 20 18 0 18 21 21
split_gain=0.275674 0.371401 0.528894 0.319387 0.888279 1.25404 0.912746 0.667676 0.706322 0.613348 0.896559 0.833179 0.808086 0.797996 0.892113 0.580327 1.2381 0.858715 1.79966 0.971537 0.853234 1.88084 1.17238 1.65749 1.03556 0.927784 2.24774 0.798984 0.788179 1.11367
threshold=28.686210334850006 16.433295803950003 2.7550643716500001 17.327266398450003 17.654958715000003 23.214301336750001 17.629805838300005 212.89864875025003 2.8209976849000005 26.752366550650006 16.589865017350004 0.06041500000000001 11.934972090850001 177.48499193625003 323.29283506040002 43.19689381845 10.855253631250003 42.178283198950005 22.509653697550004 16.064962433100003 15.265356672600001 90.808050272150012 93.82450029455002 86.20003303655001 42.852084787850011 13.057710350500001 85.447264760050004 14.682853263650001 6.655069997600001 6.338788634150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 6 -5 8 -8 12 11 -11 13 14 -2 16 -14 -18 -19 -20 -21 -22 23 -23 -25 -24 -27 28 29 -17
right_child=3 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13 15 -15 -16 27 17 18 19 20 21 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.071415357495127729 -0.10433308927862678 -0.10300095555235629 -0.10278609964297797 0.085183114253011352 0.10598230516668056 -0.11167937990522475 -0.10415785376213958 -0.072055770661367272 0.041171245589865707 -0.115392334930788 0.084271792217338687 0.01576369411871956 -0.096437645758065071 -0.11745764729696102 0.050301816086730927 0.010916028229410395 0.0035239921445853911 -0.10311496316106483 0.062249374815161088 -0.061631341186543058 0.066733616500878001 -0.12315329539876758 0.1060369846323732 -0.050925602300137124 0.034045836505540286 0.097564640444396278 -0.1196108175652547 0.051549929944513344 -0.011693270084827269 0.10105984188680478
leaf_weight=0.44244350586086401 0.59822178276954152 0.6083599978373968 0.28756381559651345 1.6652472403657146 1.0451618805527685 0.78674756921827782 0.38646201483788978 1.0358739709045037 2.4836257292045048 1.5239814485685199 0.42806571093387891 0.71000846693641495 1.3651427389704611 1.1426419819181317 0.99132484244182706 6.9212096336414159 92.468344187393086 2.2614171725872465 1.7502972781658197 3.3030474414117661 2.8873195014894 1.9822688300628195 1.0379906427115195 3.6722182240337133 2.3534471578896046 0.94932930648792513 0.95697353989817202 4.8483357751974827 10.891370297787942 1.7089176208246497
leaf_count=12 85 162 42 33 8 22 77 85 119 96 7 27 84 83 26 112 1143 75 14 72 22 39 11 34 17 12 28 103 237 13
internal_value=-0.000108967 -0.0452955 0.00279408 0.000288497 0.0205476 0.0065033 0.0231927 -0.00323602 0.0216024 -0.000747624 -0.0483046 -0.0737082 0.000143357 -0.0537155 -0.00789463 0.00119929 -0.00177149 -0.000634109 -0.0188097 -0.00871867 -0.0159647 -0.00506552 -0.0239938 -0.0438325 -0.0177383 0.0299637 -0.0114585 0.0152168 0.00619314 0.0287661
internal_weight=153.493 1.33837 0.730007 152.155 7.40312 6.35796 5.57121 3.90596 2.87009 144.752 2.66206 2.23399 142.09 2.73219 1.58955 139.358 114.988 113.623 21.1543 18.8929 17.1426 13.8395 10.9522 8.00793 6.02567 2.94429 1.9063 24.3698 19.5215 8.63013
internal_count=2900 216 54 2684 344 336 314 281 196 2340 130 123 2210 194 111 2016 1551 1467 324 249 235 163 141 90 51 51 40 465 362 125
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=7 3 21 7 0 13 21 0 9 9 7 3 2 20 18 18 15 6 22 5 23 20 6 22 16 3 5 23 5 6
split_gain=0.274694 0.566691 0.742213 0.47275 0.424568 1.2307 1.93711 1.18327 1.00964 0.877092 1.70954 0.875916 2.38074 1.07466 0.869573 1.76857 0.825645 0.663672 2.04974 2.44393 1.76102 1.59898 1.55185 1.1671 1.70728 2.26818 1.79962 1.68442 1.64171 2.14331
threshold=17.938678131200003 108.3367972827 2.2747687716500002 19.041006859700005 85.716110573100011 117.59047016770002 14.673280803050002 85.807518149550006 186.14781787895004 199.02473417820002 22.477322886550002 93.58791597905001 86.011634045550025 40.259171735100004 13.075178189100003 12.903279561150002 42.670190152050004 16.455384477450004 -0.054494999999999995 22.443872254700004 0.088565000000000019 41.169697216150006 16.445384243750002 -0.062629999999999991 22.534947303500005 86.302194445500007 19.915533535850003 0.070195000000000021 19.861308675400004 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=-1 3 -3 -2 5 6 -5 -6 -7 10 -10 14 -13 -14 15 -9 -11 22 19 20 -19 -20 23 -16 25 28 27 -27 29 -25
right_child=1 2 -4 4 7 8 -8 11 9 16 -12 12 13 -15 17 -17 -18 18 21 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.050859137097036572 0.05257912816376014 0.04544260521562709 -0.11529692682112387 -0.095492524100789927 0.044319956859812631 0.048868869942107818 0.055762554916114704 -0.027305184193662749 -0.12291330990562953 -0.038358526561425244 0.011477168642938258 0.042140645183842002 -0.0050327752397821574 -0.13267539268186745 -0.0086620265499918764 0.089144454343600771 0.047270923705685058 0.0038199536261781459 -0.026490788863233489 0.061187997636277386 -0.10875529155874553 -0.14280042299202264 0.092684428558137993 0.0095521493887502466 0.052936630820858178 -0.019957141399762707 0.001460796476184632 -0.15848911784449937 -0.090268246222948004 0.089330092398869423
leaf_weight=1.0499828556930868 1.6979184384690587 0.41724556125700363 0.92214161640731618 3.5320032454910715 6.1249197169672689 3.2601263262331477 1.1136905165622009 2.2422706893412387 1.8020788931753471 1.8991589283104984 1.9937970351893453 2.0963025651872149 0.93426382658071849 2.2435773087199777 57.252351059054483 3.1174415149725974 2.7659977554576471 3.8781502246856672 2.9299081852659574 4.4416408203542233 2.1654538484290242 1.9812762057408688 1.8605612777173508 18.304476141864161 8.6495129242539388 1.5810883125523099 3.9093375615775585 1.9729408428538588 1.3263312457129348 4.1268334509804836
leaf_count=84 37 25 52 211 41 39 17 28 25 39 32 14 13 49 1273 29 33 37 28 29 25 28 9 472 69 22 35 46 33 26
internal_value=-0.000111957 -0.000467462 -0.0652234 0.000113847 -0.000490075 -0.0156764 -0.0592328 0.00140526 0.00158727 -0.0166308 -0.0523242 -0.000697299 -0.040581 -0.0951493 0.00105945 0.040427 0.0124117 -0.00078527 -0.0200993 0.00487207 -0.0365163 -0.0734126 0.00221894 0.000485917 0.013622 0.00273018 -0.0453593 -0.0968601 0.0178373 0.0242294
internal_weight=151.593 150.543 1.33939 149.203 147.505 16.3669 4.64569 131.139 11.7212 8.46103 3.79588 125.014 5.27414 3.17784 119.74 5.35971 4.66516 114.38 15.3964 10.4852 6.0436 4.91118 98.9834 97.1229 39.8705 31.221 7.46337 3.55403 23.7576 22.4313
internal_count=2900 2816 77 2739 2702 396 228 2306 168 129 57 2265 76 62 2189 57 72 2132 147 91 62 56 1985 1976 703 634 103 68 531 498
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=15 22 13 22 15 22 17 9 22 18 10 21 21 7 7 5 5 12 8 22 3 10 5 22 22 23 17 20 17 9
split_gain=0.275687 1.74786 0.789756 0.451379 1.36653 0.607536 1.17968 0.787245 0.75204 0.868331 1.57506 0.438041 1.66816 1.34389 1.5833 1.38045 0.90076 0.895576 0.887772 0.882687 0.827811 1.32759 0.901012 1.6188 3.00434 2.38173 1.98898 1.50123 1.71844 1.30533
threshold=46.810838056050009 -0.082314999999999985 117.62273166525001 -0.62958999999999998 27.288673764350005 -0.59309999999999985 195.53954078470002 199.68228938305 -0.50001499999999999 13.919698996450002 75.551050381850018 3.4703576882500005 4.3636502323000004 24.122256664450003 22.689595575850003 21.964328598750004 30.133297129900004 72.692757749350008 8.8430989333000021 -0.085249999999999992 94.383699585650007 61.767325547050007 21.964328598750004 -0.10098 -0.057185 0.079785000000000009 210.48525482865003 38.238138001450004 189.57010944335005 210.70699256735003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -5 -8 9 -7 -11 16 13 14 15 -13 20 -14 -19 -20 22 -22 23 27 25 -25 -27 28 -10 -26
right_child=1 -3 -4 5 -6 8 7 -9 11 10 -12 12 17 -15 -16 -17 -18 18 19 -21 21 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=0.031313842044122485 -0.05414950018263251 -0.09100503646954626 0.072512307296356035 0.079309292844402204 -0.13067727636498636 -0.12643286619244448 0.036488766750799033 -0.11738463749981361 0.071138497056152314 0.035180314185676992 -0.11128288658792984 -0.090228769932312616 0.089523071130493001 0.00090554660270280554 -0.1255611552125924 0.066069003303639448 0.088778449122537462 0.0024588861943612992 0.0030657493820144583 -0.12978202509619549 -0.0011134467365954488 -0.15465309579008191 0.035488245498115238 0.038754627599895779 0.027120685674379794 -0.12191657872504763 0.010704279271430351 0.064450346174780848 -0.091657367429197709 -0.044804422473389421
leaf_weight=1.0980951961537351 0.7024059854447845 2.0965260257944456 1.6454543909057973 2.5991717758588488 0.99048205511644472 0.93705232441425224 0.70211456544348017 0.6315873910789378 1.1010397460340704 2.0614638410042976 1.1404422593332126 1.158676038787233 1.1520152024459083 3.9165761307231151 2.9078351650387049 1.1030372410314155 1.3801074911607418 74.390714573906735 0.97580589074641499 1.0260455830721174 1.8795751948200625 0.8040518455673008 10.60699045518413 1.8444781579310054 13.195834688180193 4.7796679766761372 1.481328544396092 6.3925576026376802 1.5772552686248671 3.1197995273250845
leaf_count=32 39 55 27 36 15 33 21 26 33 30 70 17 8 76 31 27 32 1397 10 34 80 49 109 28 232 98 34 93 66 62
internal_value=-0.000108271 -0.0246409 0.0346191 0.000643917 -0.0455085 0.00131863 0.0400773 -0.0363795 0.000221453 -0.0417648 -0.0169864 0.00151068 -0.00273984 -0.0432785 -0.0767534 -0.0140024 0.00915614 0.00201019 0.000690481 -0.0650252 0.00680725 -0.0471161 0.0100887 0.00204464 -0.0113542 -0.061117 -0.090539 0.0381179 -0.0247324 0.0133675
internal_weight=149.398 4.44439 2.34786 144.954 2.08858 142.865 3.93287 1.3337 138.932 4.13896 3.20191 134.793 86.6307 9.08612 5.16955 2.26171 48.1627 77.5446 76.3926 2.00185 46.7826 2.68363 44.099 33.492 24.4211 8.10547 6.261 9.07085 2.6783 16.3156
internal_count=2900 121 66 2779 47 2732 83 47 2649 133 100 2516 1600 151 75 44 916 1449 1441 44 884 129 755 646 454 160 132 192 99 294
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=20 20 23 7 5 7 5 22 19 2 23 23 17 23 2 9 16 20 22 10 13 20 0 9 23 22 23 10 6 7
split_gain=0.277118 0.578031 0.555168 0.744618 0.844941 0.60238 0.577695 0.541781 0.588201 0.492619 0.443096 0.999923 1.23836 1.56506 1.99345 0.677663 1.39937 1.87282 0.6998 0.927614 0.642781 0.986361 0.867551 0.678026 0.83114 2.0888 1.90799 2.34545 1.32994 1.32911
threshold=49.275256100300005 48.852845034800005 -0.27223499999999995 23.564264519350004 20.361635946650004 20.696106785750004 23.606333875400001 -0.15726999999999999 9.5507705853500013 174.79146691255002 -0.10585499999999999 1.0000000180025095e-35 183.58889821140002 -0.064204999999999998 138.50479637360004 192.09062119805003 22.624947093000003 40.580626202750004 -0.23771499999999998 70.284360904350009 95.99139754765001 42.508878681700004 107.15656416340002 215.80505313260002 0.084365000000000009 -0.055714999999999994 0.085495000000000029 66.499011856650014 16.245379570700006 24.005763052250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 9 -9 -2 15 12 -12 14 -14 18 17 -17 19 -4 21 -13 -23 24 25 28 27 -26 29 -22
right_child=7 -3 10 4 -6 -7 -8 8 -10 -11 11 20 13 -15 -16 16 -18 -19 -20 -21 23 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.078806272384318463 0.046733473894194591 0.046033116374897404 -0.11213861393097846 -0.058851143405352024 0.10188185601182692 -0.13696018485659886 -0.10174949722999199 0.049868926053590702 -0.11033832663035728 -0.052742500942491589 -0.12019936339302753 -0.10597191535085365 0.066438175106349168 -0.099617257799991865 -0.081153331092693043 0.014463999907653916 0.079642331848321701 -0.10937973281677492 0.045900329499424151 0.047440696373232664 -0.11553696708006583 -0.10779662978521312 0.046970679485038185 0.024215803407672053 -0.17291951676048056 0.068941949198694369 -0.001926660735476014 0.0025109506301050932 0.021306816898827987 -0.0052938181645629766
leaf_weight=0.33649216115008973 1.1727502417052171 2.7415924372617146 0.70434789577848167 0.7257282340142408 0.59534669108688831 0.98917385970707983 0.3743436936638318 0.29021108099550375 1.0895990278222596 0.8650148925371467 1.4507020193268534 1.4096344736826716 2.6958551864372557 1.6284519698820084 1.3854195401945615 3.2493089367635539 1.4289751867763696 1.9562468354124574 7.7356587778776875 0.75441943347686902 1.7416100257542 0.49601421796251077 1.3424422407842937 12.323248094937297 1.478982875705696 5.685313810245133 78.68942722628708 1.572302716609556 7.6824501903029159 2.9391722095897421
leaf_count=8 26 45 48 40 4 31 76 25 107 61 79 296 21 41 55 45 13 36 195 37 29 45 89 198 19 76 1000 34 77 44
internal_value=-0.000112508 0.000554913 -0.00032704 -0.0427343 0.0135837 -0.0864989 -0.0162788 -0.0282564 -0.0766424 0.00450672 0.000598988 -0.00143515 -0.0376959 -0.0167338 0.0163371 0.0163438 -0.00801396 -0.0320765 0.03392 -0.0296102 0.000815556 -0.0430391 0.00521457 0.0020861 -0.000646758 0.0187752 -0.00493518 -0.0825216 -0.00429428 -0.0463127
internal_weight=147.53 144.113 141.371 3.02108 1.32107 1.70001 0.710836 3.41758 1.37981 2.03777 138.35 122.521 7.16043 5.70973 4.08127 15.829 6.63453 5.20556 9.19443 1.45877 115.361 3.24809 1.83846 112.113 99.7893 18.0485 81.7407 3.05129 12.3632 4.68078
internal_count=2900 2681 2636 159 44 115 84 219 132 87 2477 2103 196 117 76 374 94 81 280 85 1907 430 134 1477 1279 226 1053 53 150 73
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=12 9 18 9 15 9 14 14 4 3 8 9 6 8 17 21 7 18 21 18 18 20 7 9 5 7 16 18 23 3
split_gain=0.268997 1.17743 1.59396 1.12952 0.723698 0.538371 0.490206 0.472696 0.958545 0.574995 0.583985 0.999134 0.971707 0.916687 0.641584 0.513011 0.500196 0.981624 1.40133 0.971931 0.81746 0.719536 0.705694 3.07557 1.62388 1.08698 0.979037 0.934797 1.63764 1.64765
threshold=88.918697887850016 201.2906445504 13.5538556217 204.09084027260005 32.188927121800006 193.75542554275003 158.52715325430003 161.53444867420004 163.60960442095003 108.42013948475001 8.8430989333000021 215.36411506960005 18.080422446150003 8.7431769115000026 183.23782055230001 2.2747687716500002 19.617375644250004 12.933745112000002 15.697044644950003 13.030213775350001 12.848040995400003 40.79983011445001 23.124786352450005 196.16158123080001 23.663981639800003 23.147601011700004 22.694946929300002 14.339258036900002 0.080375000000000016 89.896662965950014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -2 -8 -9 10 13 14 -13 16 -12 -11 -10 18 20 -19 21 -18 23 24 27 -24 -27 28 -21 -30
right_child=6 3 5 -5 -6 -7 7 8 9 15 11 12 -14 -15 -16 -17 17 19 -20 22 -22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.039152671186101148 0.045862506065010827 0.098340048455101914 -0.050655731539978245 -0.025936640508695909 -0.04979291448311042 -0.1421084022757152 -0.039056325185012744 0.070201494962425379 0.038523576514630592 0.044736660510711207 -0.000487645472893424 -0.052108681395212852 0.04861284640822542 0.049619465186427569 -0.10822101214280833 -0.1117155506673129 0.027779017404621034 0.046613067639086903 0.045860816303606375 -0.05791813639981206 -0.13747277440234448 -0.1157418175301439 0.083069379234291876 -0.12354431496736676 -0.094391008089704312 0.00035148442378786054 0.071477292177912433 0.056076395599147323 -0.050706578980023988 0.033301728721363576
leaf_weight=2.13343127950793 2.3928710419568224 1.4546918543055656 1.1705160939309283 1.4707140756654551 1.6014067102223632 1.4302543836529364 2.9989235334796822 1.9769679927267123 3.3834036607004228 0.28128585964441188 0.78864243032876347 1.7261282827239486 2.151971293380484 3.9478272628039113 1.8483143524499608 0.82223344586964231 0.84302864782512121 4.5358576013823031 1.1275503057986496 4.3231392514426394 1.4832960310159249 0.59647738112835214 1.6942128767259408 2.3812593820039174 1.8185245406930324 77.688265564385802 1.9847248196601857 2.9704031244036733 3.0671576627064487 9.7754606294911337
leaf_count=33 21 10 27 34 18 22 32 17 86 22 15 29 33 41 42 104 31 66 8 124 30 40 11 32 89 1664 22 76 43 78
internal_value=-0.000119019 -0.0166121 -0.0408412 0.0358614 0.00101499 -0.100949 0.000999089 0.000199236 0.00109642 3.93166e-05 0.000658316 -0.0285099 0.00378205 0.00222082 -0.0760009 -0.0718361 0.000630634 -0.000491142 -0.0488405 0.00128529 -0.0853741 -0.0316906 -0.000659784 -0.0156003 -0.0038924 0.00380874 0.00212329 0.00428066 -0.0046822 0.0132383
internal_weight=145.869 9.26101 6.33561 2.92541 3.73484 2.60077 136.608 134.215 131.216 129.239 128.136 6.51506 3.8781 121.621 2.63696 1.10352 117.673 114.289 4.05035 110.239 2.9228 1.43951 105.703 24.3359 21.9547 81.3672 79.673 20.1362 17.1658 12.8426
internal_count=2900 144 100 44 51 49 2756 2735 2703 2686 2560 119 62 2441 57 126 2400 2314 109 2205 101 71 2139 442 410 1697 1686 321 245 121
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=13 22 18 2 18 7 13 0 19 9 21 8 10 0 9 18 17 9 21 18 23 9 3 22 23 23 6 3 6 5
split_gain=0.271457 0.810284 0.706332 0.664461 0.621815 0.770046 0.746407 0.582108 0.578605 0.65034 0.843681 0.589721 0.850296 0.564581 1.12734 1.15821 1.52905 0.962514 0.713304 0.590328 1.6321 1.53072 1.16255 0.770056 0.403784 0.613575 0.544064 1.41264 2.10925 1.49932
threshold=95.870416931800023 -0.24103499999999997 17.267778657600005 237.82463207520001 14.708525021850003 21.725272673150005 92.692659421600013 103.82556453975 9.4507625164000029 38.559541491950007 18.904039828500004 5.2459061469000003 87.184008712350007 98.615332683000005 191.40721473735002 15.606027545000002 199.55131508320002 210.70699256735003 8.3174718251500028 15.312071772700003 0.088990000000000027 208.47660979520001 82.753429713350016 0.048530000000000011 0.43162500000000009 0.4172550000000001 14.835346625500001 86.302194445500007 15.185354803400001 18.152162791050003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 7 -7 -9 10 -10 -11 -13 19 18 -16 17 -17 -15 24 22 -22 -21 -24 25 26 -2 29 -29 -28
right_child=2 4 3 -5 5 6 -8 8 9 11 -12 12 -14 14 15 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10575229886976859 -0.014172486395375114 -0.090722920805224039 0.077139922113259207 -0.0083918084708365231 0.09172866805176573 -0.108027997339503 -0.1051509215803062 -0.10995729608724536 -0.07831547317689018 0.087785171189594682 0.054033232852321339 0.1074544134504174 -0.10577663054504455 0.061585955998081088 -0.11201841248257727 0.059167573606353385 -0.094327768420639974 -0.051437938708467516 -0.046902229327039031 0.088189052847700455 0.017715163703394918 -0.1136840730778669 -0.052640400146490518 0.06147604302757799 0.042158053207094953 -0.067219681966322137 0.093194414707326867 -0.082686418923679922 0.0025312928581950138 0.0028385116117330307
leaf_weight=0.92521366213622958 22.913485473196488 0.78953720905701441 2.3065225491300221 1.4982594456523655 0.85591741278767575 0.43103274574968953 0.72033034591004241 0.35357783690415079 1.1018946650001451 1.7804258020332784 0.85569960996508587 0.32046660734340537 0.44907465876895003 2.0431319273193354 1.8729915064177474 2.1751783939544116 1.8218715107068417 1.232635047053918 0.86163817776832718 4.0495930146425945 2.6817907113581896 1.3243934132624415 1.2792136254138315 1.0996399197611024 2.1758773932233444 1.3959567137062538 3.443227916955947 3.0219753730343646 74.700210977491224 3.9354677656665444
leaf_count=146 458 48 33 27 21 30 82 133 155 55 17 4 82 43 72 35 79 22 27 36 36 31 35 15 20 19 23 42 1039 35
internal_value=-0.000109479 -0.0173568 0.000980363 0.043459 -0.00667707 0.00298416 -0.00964918 0.00334979 0.0132256 0.0228882 -0.0204635 0.0561689 -0.016979 -0.000243783 -0.0230779 -0.0445419 -0.0203755 0.0191606 0.0294052 0.00162894 0.0243745 -0.0257237 0.0555955 0.000110639 -0.000498035 -0.00134635 -0.000495016 0.00318766 -0.000782122 0.0450026
internal_weight=144.416 8.58317 135.833 3.80478 7.65796 6.86842 6.0125 5.29217 4.86114 4.50756 1.95759 2.54997 0.769541 132.028 10.0074 7.10268 5.22968 3.40781 2.90477 122.021 10.4346 4.00618 6.42845 2.37885 111.586 109.41 108.014 85.1009 77.7222 7.3787
internal_count=2900 773 2127 60 627 579 558 476 446 313 172 141 86 2067 278 208 136 57 70 1789 153 67 86 50 1636 1616 1597 1139 1081 58
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=19 13 17 0 23 10 16 20 20 23 18 9 22 6 6 15 8 13 6 23 5 6 5 3 16 13 16 13 13 3
split_gain=0.245626 0.373 0.386244 0.266302 1.101 1.06931 1.71019 1.55523 1.507 1.56245 1.17742 1.05609 1.44796 0.865469 0.811189 1.25688 1.0436 1.1794 2.60741 1.05458 0.984895 0.93331 0.829208 0.784986 0.771226 1.26525 1.81284 1.3021 1.55393 0.928727
threshold=9.8507947922000021 81.048947258600009 172.46189488870002 86.530713386650021 0.12064000000000002 64.434276012450013 21.014950857900004 41.322103772800006 43.124157941850008 0.099425000000000027 13.5308213324 205.20707599510004 -0.079074999999999993 16.525386113000007 16.245379570700006 42.133814420300006 8.6432548896500023 113.85351336640001 15.545363214900002 0.25847000000000003 20.950952025950006 16.325381439950004 23.234643166550004 93.136255013150006 19.974953289850003 109.57886493895002 19.214955067100004 109.34496908160001 108.84491586935002 86.302194445500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 7 14 10 9 11 -5 12 -9 -6 15 16 17 18 19 20 24 -16 -22 -2 25 26 27 28 -7 -27
right_child=3 2 -4 5 13 6 -8 8 -10 -11 -12 -13 -14 -15 21 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.10750584768375174 -0.08163127356939065 -0.1034198230355492 0.082186314802585786 0.0063924632662572881 -0.10476757319350263 0.0040744604728212919 -0.087168644098691808 -0.11533840347609475 0.056766529221275203 0.050367230340796071 0.08429783034314807 0.010666729653235755 -0.0095575282640465564 -0.006041044195292603 0.082881377572781745 -0.10368856506132124 -0.071731714137076782 0.058148682648165341 -0.16262390242146318 -0.11028880016664136 -0.11299825268704139 -0.0031201632958649892 0.012555977407314354 0.000859036705670598 -0.050537553666585001 0.082601761750588212 -0.095697599785843301 0.067766049079981502 -0.11415220538853639 0.0094630829874836654
leaf_weight=0.52617702455608995 1.1876532535534341 0.17693075496936217 0.30607237038202584 3.0299557745456713 1.9301431378116825 40.274279861740069 2.3174793804064384 2.7582622226327649 3.7266955361119463 2.5846858089789748 5.3928069490939379 2.7783776978030801 2.4376307586207977 1.6444503013044593 2.4590880498290053 1.2127823082264502 2.0182830663397899 3.4519525133073321 0.99342299532145162 0.8430872142635043 1.3282338718418025 2.5918675754219294 0.87093211920000602 40.235360395017779 2.3968416145071378 3.5900126919150344 1.8432051707059134 3.1235758773982516 1.1432964205741871 3.362158976495266
leaf_count=176 12 34 16 23 31 1207 27 26 28 18 47 26 18 27 18 29 36 21 12 33 65 31 17 773 29 22 24 19 33 22
internal_value=-9.83389e-05 -0.0492581 0.0141962 0.000252204 -0.00610114 0.00321386 -0.00262367 0.0221905 0.00209581 -0.0171998 0.0562726 -0.0391001 -0.0657118 -0.0593496 0.000116511 -0.00282 -0.000944876 0.00131494 -0.00196748 0.000747924 0.00236383 0.0387502 -0.0632752 -0.00150607 0.00495386 0.00744754 0.00148473 0.00550634 0.000810915 0.047231
internal_weight=142.536 1.00918 0.483003 141.527 44.9976 96.5289 73.8205 22.7084 14.2857 10.559 8.42276 7.97427 5.19589 3.57459 71.503 66.4521 65.2393 63.221 59.769 58.7756 57.9325 5.05096 2.19917 41.423 55.7334 53.3365 46.3844 44.5412 41.4176 6.95217
internal_count=2900 226 50 2674 843 1831 1645 186 116 88 70 70 44 58 1618 1569 1540 1504 1483 1471 1438 49 82 785 1356 1327 1283 1259 1240 44
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=15 22 7 18 21 21 12 21 21 9 18 19 23 7 22 18 23 9 5 4 16 23 20 10 23 23 21 18 12 17
split_gain=0.264952 1.52745 0.683079 0.550718 0.343463 1.76695 1.77908 0.969597 0.976491 2.61123 2.70623 0.74576 0.671741 0.781496 2.34519 1.53622 1.82184 1.44561 1.1736 1.03351 0.898435 1.62141 0.881497 0.733855 0.618808 0.974827 0.853938 0.757519 0.750687 0.580437
threshold=46.810838056050009 -0.082314999999999985 23.539316666200005 12.885811969150001 3.5085246469500002 3.8005420560000007 195.51336019310003 1.9231529451500002 1.2219980417000003 194.46727572990002 13.849588037450003 14.651182102100002 -0.093074999999999991 23.162127797100002 -0.033594999999999993 14.255915995100002 0.077775000000000025 188.99238851175002 19.998562110200005 169.78633280640003 17.654958715000003 0.099010000000000029 39.852039223600009 78.220689305400015 0.089850000000000027 0.08784500000000002 2.9845679401500003 13.258783262950002 130.74068757200004 193.73902333365001
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 8 11 -10 -11 12 29 14 17 22 -17 -14 19 -18 21 -21 -15 -23 25 26 -9 -28 -26 -1
right_child=1 -3 -4 -5 5 -7 -8 24 9 10 -12 -13 13 15 -16 16 18 -19 -20 20 -22 23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.006202508100624885 0.075728122552531696 -0.088627965376296566 0.073337345428344622 -0.10585278733936546 -0.16212003841299114 -0.00072826458418804685 0.010359250346145016 0.043763789212866083 -0.14140706865808553 0.081967227635070028 -0.070916670585159866 0.073042786765497567 0.059762463701462265 0.089008265838708245 -0.17222399759121337 -0.12589784182058078 -0.12035612186592504 -0.061291210634657346 -0.099128360615407307 -0.10158323759601413 0.051272213984669093 -0.043897190327838016 0.010207832438708216 0.091270953747781686 -0.010393620751690757 -0.065565904368339437 0.045037088706973816 -0.080895452423181746 0.066360575358161006 0.07594023978356032
leaf_weight=2.8908461706450934 0.25196339841932092 1.9758906057104457 1.4288684818893669 0.49549141043098643 1.3761574335512698 83.517315553370281 1.0576349252660291 5.6990268352674338 1.7579352422035288 2.2051293905824423 2.437804048837279 1.5538905970752228 1.842439447224024 2.6226148285204571 1.0644141975062726 1.364193180008441 0.55309673878946153 2.123464266769588 1.0912660090252755 1.356379044831556 4.2531352007063106 0.61879238532856096 3.0947378017008305 1.144689777815074 1.6478561683325086 1.442799451673636 0.78058283918653648 1.2308433081489054 5.6202963461400941 2.0326952263276326
leaf_count=122 6 55 18 42 25 1663 32 100 37 18 56 15 59 19 32 56 19 25 22 141 35 12 27 45 28 33 12 38 68 40
internal_value=-8.95428e-05 -0.0249742 0.0328173 -0.0446427 0.000668093 -0.00317586 -0.087167 0.00721974 -0.00241574 -0.0376069 0.00169449 0.00574368 0.00172969 -0.00602155 -0.0404266 0.00472877 -0.0181954 -0.00505332 -0.00190167 0.0114845 0.0213748 -0.0193828 0.0463545 0.0438415 0.0271741 0.00987606 0.023993 -0.0320243 0.0489586 0.0349939
internal_weight=140.532 4.15221 2.17632 0.747455 136.38 85.9511 2.43379 50.4289 34.0075 6.40087 4.64293 27.6067 26.0528 21.1292 5.03032 16.0989 10.3816 3.9659 9.01736 7.92609 7.373 3.11986 5.71735 1.76348 16.4214 9.15325 7.71045 2.01143 7.26815 4.92354
internal_count=2900 121 66 48 2779 1720 57 1059 780 111 74 669 654 492 116 376 330 84 274 252 233 198 46 57 279 183 150 50 96 162
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=20 20 23 9 20 22 16 16 22 6 2 20 21 23 21 15 23 23 20 2 4 23 9 22 22 16 10 22 15 5
split_gain=0.245871 0.573339 0.562489 0.893263 0.47393 0.618468 0.431852 0.426039 0.511378 0.483691 0.898256 0.692253 0.450499 0.57176 0.740002 1.08465 0.484296 2.11555 0.935729 0.829297 1.46287 2.15945 1.45504 1.57135 1.29134 0.953659 1.34356 1.61322 1.22462 1.16808
threshold=49.275256100300005 47.833738492450003 -1.0000000180025095e-35 64.606296034500005 49.49736495185001 -0.15818499999999999 9.2749783111000017 9.2749783111000017 0.68694500000000025 7.5651767591500008 224.18737221905002 44.710446918150005 20.076345264900002 -0.27223499999999995 5.0287037994000015 36.282341310300005 0.088565000000000019 0.089335000000000012 41.811877919650009 125.31286365695001 222.56810966585002 0.083415000000000031 182.75300319265003 0.11529000000000002 -0.11420499999999999 22.624947093000003 66.318885161900013 0.072320000000000023 45.49682449725001 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 7 3 -3 -2 -6 -7 -1 9 10 -9 -12 13 14 15 -11 19 18 -18 22 21 -21 23 -15 -24 26 29 -28 -27 -22
right_child=4 2 -4 -5 5 6 -8 8 -10 12 11 -13 -14 16 -16 -17 17 -19 -20 20 25 -23 24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.05971003446228023 -0.11538831601524394 -0.082528241966749349 0.064704456211852321 0.044645030233440061 0.035653762991007358 0.022436831178867331 -0.105647670582606 -0.10573279629668431 0.056304017908937659 -0.081500575522471405 -0.061176475933849297 0.08196941089158849 0.047797180013826934 -0.1356195668676059 -0.11979645983200067 0.11078470780419186 -0.1646573953783767 -0.0022552867415907146 -0.03884407010186313 0.037513301003562906 -0.10485547473495097 -0.17616132998822262 0.074211335331380274 0.090418110557735867 0.01515623497085509 0.054983341194653583 0.024624317730897276 -0.092908810623849494 -0.034505163906646673 -0.018951896790766674
leaf_weight=1.2136908194297564 0.51706618448952157 0.87190444511361453 2.7033421171072396 1.5068341678706927 1.3600418531277687 0.39404310686222699 0.79294976513483562 1.2263641156750957 1.5829427014105011 0.69746871895040319 0.65686427414766491 0.69559152377769351 1.9411874607903872 1.1085346094478179 0.91872161791252427 0.5063188374042511 1.1244133458822028 61.796232828171924 1.2464647747110573 0.80927961532142845 1.9475307019311063 1.1381533618550745 4.7134865499101606 0.42563169077038754 17.267639462952502 5.9111143024638286 11.863505443034226 1.2953179175965477 2.0628818861441687 8.4539735173748323
leaf_count=235 22 28 51 21 57 36 104 217 32 49 58 13 27 72 63 2 22 872 22 39 33 15 57 4 189 60 255 31 50 164
internal_value=-8.86791e-05 0.000543911 0.0334969 -0.00196915 -0.0281012 -0.0103813 -0.0631278 -0.000738368 -0.000185207 -0.000884851 -0.0437542 0.0124459 -2.04078e-06 -0.000754655 -0.0522077 -0.00062446 0.000146681 -0.00581184 -0.0985123 0.00685477 -0.00325404 -0.0873662 0.021248 -0.0729088 0.0278196 0.00194039 -0.00817662 0.0130547 0.0318326 -0.0350361
internal_weight=138.749 135.685 5.08208 2.37874 3.0641 2.54703 1.18699 130.603 129.39 127.807 2.57882 1.35246 125.228 123.287 2.12251 1.20379 121.164 64.1671 2.37088 56.997 33.4818 1.94743 23.5153 1.53417 21.9811 31.5343 23.5603 13.1588 7.974 10.4015
internal_count=2900 2681 100 49 219 197 140 2581 2346 2314 288 71 2026 1999 114 51 1885 916 44 969 647 54 322 76 246 593 483 286 110 197
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=20 15 20 22 4 16 22 22 16 0 22 6 5 4 16 12 20 20 15 20 5 16 16 21 7 18 13 20 22 23
split_gain=0.255824 0.547157 0.396459 0.807427 0.465875 0.404784 1.12242 0.426842 1.65493 1.55895 0.930198 0.765163 1.00092 0.849007 0.581175 0.530576 0.435281 1.44966 1.27392 1.25692 1.10622 1.52493 1.00866 0.984295 1.30239 1.43197 1.28828 1.45053 2.95338 1.05503
threshold=32.785955158400007 36.282341310300005 34.542090938800008 -0.093604999999999994 185.29521033610004 22.824946625350005 -1.0000000180025095e-35 0.20327000000000003 20.394952307700002 92.313586825200005 0.18145000000000003 14.855347092800002 16.522781810950004 287.26954497730009 13.804967718000002 93.660658182900008 40.166811829450005 40.036761086100007 43.758818131150008 40.621691032550004 18.310380701750002 22.644947046300004 21.534949641950003 8.8712712239000009 22.940014114900002 13.340835220050002 113.85351336640001 38.238138001450004 -0.033594999999999993 0.095845000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 10 9 -9 16 12 13 15 -15 -11 17 18 22 20 -18 -22 23 24 25 -4 27 28 -26 -29
right_child=2 -3 5 4 -6 6 -8 8 -10 11 -12 -13 -14 14 -16 -17 19 -19 -20 -21 21 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.090955329949477914 0.076936065658968864 0.040357010756945276 -0.02205291335782535 0.036867546536441857 -0.062477240489702046 0.0093640507881634447 -0.11006147824054882 -0.10161329392741701 0.093715960916152516 0.05311382323723967 -0.083077959634242929 0.09922938623530668 -0.11184347423107491 -0.0039076526151049732 0.10015406880632881 -0.095262100456032298 -0.028934410631591731 -0.098469431290751655 -0.10290377064903376 -0.000501035097881148 0.094756387900611111 -0.0047409823724428903 0.033697657418174251 -0.061569627846850619 -0.097198671923508451 -0.18637197813000683 0.11252361847441897 0.038922845062984913 0.029503256384767498 -0.039501120227396595
leaf_weight=0.87055919899284961 1.9603489168512171 0.49932996183633804 1.8548374743550184 0.91015990846790262 0.98062647428014316 2.1304484170395885 1.2479707754682738 1.3170401587267386 2.3343131467700005 0.35316704743308969 1.3727474372135464 0.99358391202986229 0.65523476572707284 0.891352449107217 1.34884263202548 0.7588288540719077 1.8257670090097216 1.7470421319012519 1.2774744888301928 75.268864279620175 4.2739884660113603 2.4083578223362565 6.6115272659808388 3.248026978923007 3.6971659638002254 0.74270195106510062 1.0797336250543583 8.6707143998064549 3.661902643143546 2.1384872300404814
leaf_count=164 44 4 57 15 25 37 28 27 24 7 18 8 22 37 16 45 45 27 34 1622 34 26 53 88 155 21 4 130 45 38
internal_value=-9.35217e-05 -0.0430915 0.000340346 0.0319672 -0.0146561 -0.000583005 -0.0347511 0.000315094 0.0217654 -0.00481801 -0.00123309 0.0206735 0.0011967 0.0232921 0.0587489 -0.0481383 -0.000285025 -0.00969798 -0.00499588 0.0036171 0.0400491 0.0588969 -0.00105094 -0.0102063 -0.00256955 -0.0690359 0.00640015 9.3276e-05 -0.0341513 0.0234075
internal_weight=137.131 1.36989 135.761 3.85114 1.89079 131.91 3.37842 128.532 8.65236 6.31805 119.879 5.00101 4.00743 3.35219 2.2402 1.112 118.507 34.7296 32.9826 83.777 8.50811 6.68235 31.7051 25.0936 21.8455 2.59754 19.248 18.1683 7.35907 10.8092
internal_count=2900 168 2732 84 40 2648 65 2583 186 162 2397 135 127 105 53 52 2379 652 625 1727 105 60 591 538 450 78 372 368 200 168
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=3 23 7 7 12 22 15 22 7 18 5 21 23 5 6 10 17 17 2 13 0 13 15 18 20 15 23 22 22 23
split_gain=0.237615 0.593213 0.452379 0.911634 1.03211 0.780911 0.539006 0.715964 0.501014 1.18608 1.33275 0.757185 1.71849 0.887412 0.898335 0.6343 0.617274 0.789141 0.831782 0.587176 2.59403 1.56004 1.26897 1.047 1.02222 1.07852 1.66823 1.60686 1.60189 1.34996
threshold=108.42013948475001 0.070195000000000021 20.778835947700006 21.725272673150005 219.23896387120001 -0.082074999999999995 21.850732508700002 -0.23557500000000001 22.726915405250001 13.197799034350002 22.553892743650003 1.9498618639500001 0.098525000000000015 20.410615048800004 16.375382608200002 61.614083433650009 189.73320545960004 187.45953903175004 111.23922738415001 112.82921081865001 92.031298721500022 113.13031812925001 36.508287084250007 13.544020937350002 41.028010303750008 38.842471172100005 0.10970500000000002 -0.048664999999999993 -0.095714999999999995 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 7 -1 11 10 -10 12 -5 -13 -15 -11 17 18 -16 20 -17 -21 23 -22 -23 26 28 29 -26 -27
right_child=1 -3 3 8 -6 -7 -8 -9 9 15 -12 13 -14 14 16 19 -18 -19 -20 21 22 24 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.08733107165383637 -0.087096727211572703 0.061946988462828895 -0.085047070735300073 0.041964809688258851 0.020464959186031337 -0.063226533449906613 0.058104408354176323 0.037722858224923904 -0.013346916809625601 -0.090616781898646651 -0.11895903613536159 0.064103103391401101 -0.087833132264198199 -0.050657534930724051 -0.037078557761429688 -0.10495137211455284 -0.023592923455760417 0.063399745134171029 0.04418911695917406 0.093326942769720256 0.10465379393585438 0.027496021004254731 -0.11114262375104847 -0.00098003743693364162 0.021724266488146404 -0.038143001572545104 0.044398550508359141 -0.043597748288719512 -0.084937186744161022 0.042981509771932012
leaf_weight=0.69205734960269216 0.90141785913146921 0.37945827702060342 2.6188922587316474 1.9842126474977728 1.4351159024517981 0.8800162412080671 4.1585379358148202 1.3526501831074709 3.6424338177312157 0.76467605133075167 1.7781939087435601 4.0569448716123615 2.0991308465600014 2.022494504461064 2.3888917565345746 2.533079875749535 2.4299662898993111 4.484191702445969 2.6637782972538844 2.1147445328533641 0.95699180662631889 13.583040050230919 1.0287017808295775 48.030515233367623 1.9188737682998178 2.5695829465985307 2.1184579776600003 4.3799603313673297 5.2892219871282595 10.16873562557157
leaf_count=43 125 12 96 41 48 73 96 47 32 19 54 72 24 32 25 65 32 41 33 18 8 116 56 1418 15 38 16 58 59 88
internal_value=-7.60125e-05 -0.0429427 0.0003333 -0.00103782 -0.0476959 0.0249287 0.0374348 -0.00460324 0.000499916 -0.00248925 -0.0479921 0.014126 -0.0247606 0.0229249 0.010983 9.46876e-05 0.0214008 0.0328651 0.00576593 0.00082722 -0.00622466 0.00962049 -0.00122463 0.00108356 0.00519813 -0.00625489 -0.0336147 0.00865155 -0.0565427 0.026617
internal_weight=135.425 1.28088 134.144 127.061 4.05401 7.08326 6.20325 2.04471 123.007 100.877 5.42063 22.1296 4.08334 18.0463 13.9893 95.4566 11.9668 9.53686 5.05267 94.6919 52.5493 42.1426 50.0162 48.9875 40.0279 26.4448 9.32655 17.1183 7.2081 12.7383
internal_count=2900 137 2763 2504 144 259 186 90 2360 2060 86 300 65 235 163 1974 131 99 58 1955 1547 408 1482 1426 390 274 90 184 74 126
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=0 0 9 6 8 20 3 2 20 4 5 3 3 8 20 18 18 9 6 5 20 9 6 22 13 21 6 6 22 15
split_gain=0.234565 0.899804 0.820613 1.46382 1.00643 0.843852 0.797679 1.74463 0.806619 0.740945 0.731989 1.0002 1.50172 0.641375 0.626593 0.618431 1.39278 0.55043 0.516196 1.50391 1.84142 2.04437 1.24082 0.782607 1.32021 1.65268 1.24628 1.56743 1.7645 1.30934
threshold=85.716110573100011 85.807518149550006 186.14781787895004 16.465384711100004 8.3434888241000014 43.812290675100009 93.58791597905001 86.011634045550025 40.259171735100004 375.86663358980007 30.133297129900004 94.383699585650007 94.260030511650015 8.2435668022500028 40.79983011445001 13.075178189100003 12.903279561150002 178.29644791375003 16.455384477450004 22.852794041600003 38.938637541200009 197.58039077460003 16.445384243750002 -0.062629999999999991 117.45604726115 12.488762019500003 16.405383309150004 16.245379570700006 -0.069554999999999992 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=2 -2 4 -4 9 10 15 -8 -9 13 11 12 -5 14 17 16 -3 -1 22 20 -20 -22 23 26 25 -25 27 28 29 -17
right_child=1 6 3 5 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 18 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.089029320422640917 0.040870954546951554 -0.025746401445773344 -0.12436999003556014 -0.06864419080853866 0.10316598584276382 0.075877207660791687 0.033393368355264352 -0.0076810895979336907 -0.12731231941356649 -0.11253111584367353 0.047814682523007593 -0.090179971808957538 0.076484053566583221 -0.074479112793910174 0.031966320848857366 0.0073352683331387239 0.085651526326023852 0.10223240685715294 0.05000638526342685 0.030479575935640005 -0.021594366013604083 -0.12856540018166127 0.089234214308418644 0.013260541272509467 0.064931371381470954 -0.06226978685589446 -0.072887053736746463 0.042796009261102955 -0.14159726182752666 -0.029097019598079817
leaf_weight=0.82410191965755231 5.5436309770448124 1.9819439316634078 1.4486227779998424 1.5702570410212504 1.0394191797822712 0.90835424768738438 1.8593350313603867 0.79701564379502121 1.9245784757658837 0.55913490358216211 1.0807335643330587 2.4002626148285344 1.3059941381216047 0.84999554674141098 5.2493104706954909 24.960690980653446 2.5877731102518737 0.18407857045531273 1.8020384814590196 4.3200859976932398 4.6748940851539373 2.8917377996258438 1.6206772793084372 27.352973317494627 4.2192546539008609 3.2401617064024313 2.713167550507932 6.4183789715170851 0.9984742880333205 16.310717979053152
leaf_count=115 41 28 40 47 10 9 14 13 49 36 14 77 14 8 207 899 29 3 16 39 44 48 9 583 31 96 23 58 32 268
internal_value=-6.65465e-05 0.00155548 -0.0108877 -0.0325816 0.0108266 -0.0142808 -0.000413822 -0.04127 -0.0922785 -0.00169257 -0.027163 -0.0425199 -0.00274708 0.00702693 0.0180984 0.00135029 0.0373368 -0.0541078 -0.000269524 -0.0183319 -0.0408399 -0.0624755 0.00254545 0.000915841 0.0124931 0.00526102 -0.006925 -0.00324925 -0.0102409 -0.007063
internal_weight=133.638 116.218 17.4203 8.71422 8.70604 7.2656 110.674 4.58093 2.72159 7.66662 6.35725 5.27651 2.87625 7.10749 6.25749 106.093 4.56972 1.00818 101.523 13.6888 9.36867 7.56663 87.8345 86.2138 34.8124 30.5931 51.4014 48.6883 42.2699 41.2714
internal_count=2900 2320 580 201 379 161 2279 76 62 369 152 138 61 333 325 2203 57 118 2146 147 108 92 1999 1990 710 679 1280 1257 1199 1167
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=0 10 16 21 20 4 23 16 17 21 9 2 15 21 6 2 22 21 3 6 23 3 22 22 21 20 8 13 22 5
split_gain=0.230547 0.9101 1.36321 1.3177 1.18191 1.46562 0.904664 0.822788 2.18284 0.740485 1.15895 1.14478 0.836447 0.785807 0.904941 1.27846 0.741901 0.747897 0.705908 0.676686 0.67165 0.607564 0.58891 1.66586 1.12738 0.947903 2.22275 1.76687 0.890922 1.08077
threshold=86.530713386650021 64.434276012450013 21.014950857900004 7.080793571600001 41.468518788800004 258.85278816515006 0.12064000000000002 22.634947069650003 195.24502669890003 8.9353283289500016 204.17620834730005 194.22594225160003 42.133814420300006 9.3294251869500027 14.855347092800002 127.74713841330002 -0.23955999999999997 10.738578069800001 92.539417308200015 13.705320222600003 0.25847000000000003 93.136255013150006 -0.053019999999999991 -0.036264999999999999 16.027392061700002 41.028010303750008 8.6432548896500023 117.69263157665002 -0.063985 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 3 9 4 5 -2 21 8 -6 12 13 -12 -3 -11 15 -15 -17 -18 -5 -13 -8 -1 28 -24 25 26 -25 -27 29 -23
right_child=1 2 -4 18 7 -7 20 -9 -10 10 11 19 -14 14 -16 16 17 -19 -20 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.073430659992281197 -0.038690537600718215 0.0075547590292306347 -0.081204114459827573 0.071734168759098424 0.034501496451191195 0.078441708873641297 -0.1136442736800299 0.025625581611149167 -0.10176573370004578 -0.096951049786450028 -0.10548088810689085 -0.068511668016026359 -0.084206193969820889 -0.090096736001376049 0.064644159144488719 -0.10519972276677157 -0.10903475326294468 0.025996691683565627 0.014906693021885079 0.050323918668311513 -0.020761127936918478 0.099158051208999856 -0.12353636558682855 0.086997425732902742 0.094354518308936375 -0.11053942331331668 -0.071367970049033724 0.042993304667715469 0.057392360443677772 -0.0033286039797857693
leaf_weight=1.1518639535643149 1.6384344128891841 49.720800742594292 2.1463811183348289 5.5752472391468455 1.9139042531605808 3.0695428898907267 1.267463615338783 2.0884620472788811 3.0471192277036607 0.81710044760257261 2.5790508094360112 0.87841556553030375 1.0136491516605008 1.598010707704814 2.0494652865454546 0.53214850870426644 0.43817112472606901 6.4203833250649041 3.59566855058074 1.0542884003370998 2.0181119274348021 1.0760948375391333 1.3645197093719614 2.0090478208730951 1.0176647494081406 2.1524381388298939 1.5858722086995838 1.1500404372345654 3.1825485860463223 23.491856268257834
leaf_count=12 16 1237 27 39 14 40 33 19 36 22 75 38 25 67 14 50 37 258 25 18 25 12 22 34 14 130 23 22 28 488
internal_value=-6.95213e-05 0.00276832 -0.00275453 0.0210423 -0.00111873 0.0376782 -0.00624075 -0.0270292 -0.0491954 -0.00024516 -0.0187403 -0.0618753 0.00572142 -0.00232448 0.00468024 -0.00899178 0.00854465 0.01737 0.0494536 -0.00368695 -0.0565923 -0.00190797 0.000316826 -0.0214913 -0.00389921 -0.0183959 0.0171357 -0.0570739 0.00760932 0.00116039
internal_weight=131.644 90.1762 69.2479 20.9284 11.7575 4.70798 41.4675 7.04949 4.96102 67.1015 16.367 4.51175 50.7344 11.8553 11.0382 8.98871 7.3907 6.85855 9.17092 1.9327 3.28558 38.1819 37.0301 9.27958 7.91506 6.8974 3.59492 3.30248 27.7505 24.568
internal_count=2900 2057 1868 189 125 56 843 69 50 1841 579 131 1262 448 426 412 345 295 64 56 58 785 773 245 223 209 57 152 528 500
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=9 15 17 9 20 10 21 23 20 7 18 2 22 17 18 18 20 21 3 13 3 2 6 15 13 12 13 15 22 16
split_gain=0.234416 0.947802 0.865517 0.826346 1.3006 1.18767 0.881946 0.682065 1.05656 1.00256 0.525955 0.478578 0.810267 0.436009 0.419881 1.37019 0.880222 1.24311 1.43706 1.34182 1.2739 1.09525 0.745124 0.692924 1.06216 0.604433 0.991873 0.569843 0.485882 0.454247
threshold=214.22994816675003 24.673905035600004 208.46089438445003 210.97856947250003 41.558544840500012 66.447931152150019 2.3083050893000006 0.082975000000000021 41.755948821900006 25.520256579150004 17.140917755100002 357.36576196840008 -0.037524999999999996 200.69710494525003 14.752187928300001 14.662165311550002 41.840895355800008 6.750392208550001 84.678365734750017 98.238948544700023 85.622014538550019 207.83068032845003 5.0951190466500007 24.673905035600004 107.54907905045002 327.98456567570003 117.55283175385001 17.382777826050003 -0.22089 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=3 2 10 11 5 -5 -7 9 -9 -3 -2 14 -13 -10 15 25 17 18 19 -16 21 -19 27 28 -25 29 -27 -18 -21 -1
right_child=1 7 -4 4 -6 6 -8 8 13 -11 -12 12 -14 -15 16 -17 22 20 -20 23 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.079997325435622726 -0.047900421153076703 -0.084221801130740875 -0.11030225741514943 0.07890136950265321 -0.11318065584436109 -0.11990590356323133 -0.002363745011446536 0.062179458166573158 -0.072169680054981061 0.038060552168262943 0.053740678030825884 -0.11706768294900632 0.037604460035899533 0.014738995293086915 -0.069549549367689964 -0.097123987709703596 0.012260968879767482 -0.11288497420961928 -0.082385980734148323 0.0201188890178687 0.046910343614385841 0.0040684040588756807 0.051523583032739864 -0.065280040631092245 0.057426592752008988 -0.11602808308000381 0.026905260415530603 -0.10436650118537456 0.08417981961676671 0.0014522300867149448
leaf_weight=0.69077500341518216 1.0565382691565899 1.2475551590323442 1.0605898822250308 1.1297346991486841 1.6624167856789425 0.96661931199196294 1.8796260086237451 6.0095576585736108 0.86352386244107071 1.4494675599271429 0.98257555949385267 0.8746904045692645 0.55270593073509988 1.7412917641922829 1.2009242019266846 1.4989721457823169 2.3578699900317575 2.4303681742167096 1.3093154996167857 1.7208089448395183 1.1384310766588894 1.1941816608887164 7.4549109424697235 1.2572072078473868 1.6073099793866275 1.1394697829382483 0.84592928364872921 0.50946216256124888 3.7952626707847212 78.155643615464214
leaf_count=92 39 22 82 13 46 29 33 76 32 32 34 55 24 24 273 36 188 92 36 24 13 33 159 27 15 41 16 70 45 1199
internal_value=-6.74454e-05 0.0119576 -0.0370325 -0.00156948 -0.0389051 -0.00784931 -0.0422825 0.0253825 0.0391225 -0.0185033 0.00107677 0.000348904 -0.0571767 -0.0140721 0.00110704 -0.00239032 0.0121919 -0.00275622 0.0158798 0.0293078 -0.0453685 -0.0743523 0.0348609 0.0434739 0.00357191 -0.000633547 -0.0551277 -0.00846118 0.0641952 0.000738649
internal_weight=129.784 14.4111 3.0997 115.373 5.6384 3.97598 2.84625 11.3114 8.61437 2.69702 2.03911 109.734 1.4274 2.60482 108.307 82.3308 25.9761 15.6538 10.8908 9.58151 4.76298 3.62455 10.3222 8.38059 2.86452 80.8318 1.9854 2.86733 5.51607 78.8464
internal_count=2900 341 155 2559 121 75 62 186 132 54 73 2438 79 56 2359 1384 975 558 420 384 138 125 417 111 42 1348 57 258 69 1291
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=20 20 23 9 15 22 13 13 23 19 21 15 23 8 20 22 23 16 23 2 0 17 5 0 0 20 6 6 16 22
split_gain=0.216247 0.470395 0.423508 0.561663 0.397485 0.470038 0.380867 0.34057 0.336128 0.527283 0.641635 0.927304 0.500336 1.21371 0.842818 0.848219 0.750615 0.730591 0.845309 1.76938 0.510282 1.02124 0.487862 1.05614 1.22035 0.906748 0.650088 2.54794 1.04558 0.668033
threshold=49.275256100300005 47.833738492450003 -1.0000000180025095e-35 65.407743180450012 25.787346793900003 -0.15818499999999999 81.543623554650011 99.739108181550009 -0.27223499999999995 10.350835137000002 5.0287037994000015 36.282341310300005 -0.21013499999999999 5.9453602998000008 44.710446918150005 -0.088944999999999996 -0.22831499999999999 22.624947093000003 -0.25215499999999996 226.19683278270003 103.44649194340002 242.64190980425005 13.999568943650003 99.378854792050006 101.47316367565001 41.24714903835001 13.825323026450002 13.665319288000001 18.844955932300003 -0.50001499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 -2 -7 -4 9 -1 11 -11 16 14 -14 -16 17 18 -10 -20 22 -22 25 26 -25 -15 27 28 -24 -28
right_child=4 2 7 -5 -6 6 -8 -9 12 10 -12 -13 13 20 15 -17 -18 -19 19 -21 21 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=0.079118494805176978 0.029421139657089548 -0.054343738950479094 0.013105768007859503 0.047600658625042647 -0.11162991489263246 0.019818580101241452 -0.10518125094590942 0.089539631920951254 0.033165957260715154 -0.081104517634699086 -0.11739645166103502 0.10885435278983824 -0.10450177387738023 0.059626645823274531 -0.081403278580935781 0.034512067380958286 0.080321455602829009 0.076503897299463844 -0.10082034174771115 0.061043396382254568 -0.10626766813076885 0.03888255048446361 -0.096556849547917337 -0.10955342822671849 0.0058015119150798822 -0.022486920434890048 -0.041122916979794741 0.09928434034055568 0.02401709581146615 0.0014779660125522264
leaf_weight=0.32928046889719498 1.3051268401613929 1.0216802780050787 0.9466667490487447 1.1473730053985489 0.46779332344885904 0.3805325164430533 0.67816292046336457 1.5173048023134468 2.7051367014209968 0.63504714128794171 0.94489806874480553 0.43166089057922363 1.8525221556046734 3.673236086848191 1.1188722572405825 1.4486226013104895 1.8156550529820359 1.2751881249714641 1.9279847235156928 1.0394381915684787 1.2334765794148546 0.79851308741490346 1.3597791499923908 1.8683041550102637 1.8012874347623435 2.1214890119154006 3.849779743817634 2.9576392550952733 1.5266852965578435 83.93932396924356
leaf_count=12 59 32 38 17 31 38 91 13 80 57 82 2 418 68 75 58 41 11 67 26 183 38 53 77 36 45 69 31 21 1031
internal_value=-8.05253e-05 0.000537112 0.0318063 -0.000417793 -0.0274083 -0.0107411 -0.0602519 0.0601735 -0.000663605 -0.0381875 -0.0573893 -0.00423455 7.88255e-05 -0.00176045 -0.0530941 -0.0160019 0.0230712 0.00810998 -0.00726494 -0.0441222 0.000397802 -0.0492278 0.00137589 -0.000302826 -0.0529293 0.0295643 0.00175967 0.0340545 -0.0327839 -0.000390193
internal_weight=128.118 125.287 4.63302 2.16905 2.83162 2.36382 1.0587 2.46397 120.654 2.34089 2.01161 1.06671 118.313 109.55 4.42002 2.56749 8.7634 6.94775 5.67256 2.96742 105.13 2.03199 103.098 97.3028 3.66959 5.79473 93.6332 5.8441 2.88646 87.7891
internal_count=2900 2681 100 49 219 188 129 51 2581 153 141 59 2428 2203 551 133 225 184 173 93 1652 221 1431 1318 113 113 1205 105 74 1100
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=3 2 20 7 18 9 20 17 7 7 7 18 18 19 2 16 8 0 7 7 21 4 18 0 6 18 7 12 4 15
split_gain=0.211463 0.471229 0.446052 0.432923 0.515558 0.927963 0.971952 0.970389 0.671312 1.09594 0.862343 0.728899 1.41319 0.855154 0.693419 1.02572 1.11282 1.53762 0.619573 1.42452 0.716301 0.597088 0.563178 0.855996 0.549255 0.52958 1.12363 1.8686 1.80203 0.873756
threshold=108.42013948475001 170.32456123625002 44.921040431000009 19.874819532250005 12.949570119650001 195.51131808980003 41.941595803500007 177.48499193625003 22.597569836950004 22.372035319250003 22.296968840150004 13.057710350500001 13.197799034350002 14.351157895250003 68.519383356500015 18.884955838800003 8.3434888241000014 96.811377277450006 22.372035319250003 22.087764922150004 0.94945978800000008 180.40874149915001 14.708525021850003 95.897301513100004 16.415383542800004 13.278511569200001 23.124786352450005 172.01106897260004 267.88310861120004 39.940798674500009
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -7 9 10 22 -10 13 -13 15 16 17 -14 19 20 -5 -11 23 -6 -23 -16 27 -27 -29 -30
right_child=1 -3 -4 4 8 7 -8 -9 11 21 -12 12 14 -15 25 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.031751001470096706 -0.10105812455822215 -0.11289646552883195 0.076976866748768219 0.042661309288470756 0.0096044496870884843 -0.06057008373417222 -0.12404123565232467 0.062728302195510705 0.049961072487105143 0.0819590814563812 -0.11032515282465259 -0.10776653491617685 0.031916992371091156 -0.022041783180137692 0.037106703064551813 -0.088431705583409098 0.075826674124700469 -0.12780169200260216 -0.075494634768175126 0.08593499818826153 -0.083853548797120925 0.068601205110722499 0.071583653357833718 -0.11091311237447804 -0.016173347556932376 0.0095001472551760752 0.0039939513157244673 -0.19519210099466186 0.0079566275484191616 -0.11338704054943274
leaf_weight=4.230415665988402 0.21435107360593864 0.52251943618466612 0.40970984229352325 0.61953155673108895 3.7930044601089303 0.94000720256008241 1.2466697799973188 1.9887953671859575 2.6599239190109065 3.2556976824998856 0.71395569050218899 1.9076022051740427 1.3244125319179145 2.983934550662525 4.0834078611806026 2.1561595238745213 1.2341470764949916 1.106186286502634 1.6731935683637855 1.2123797591775654 1.6118239159113725 1.3522849062137541 1.070841808686964 0.69776380935218174 1.7575951624894512 4.1494552603980983 73.927611354771216 1.1065127053298058 1.4556967943208294 1.0017890072776934
leaf_count=128 85 46 6 32 148 39 48 29 35 25 18 32 17 39 40 27 13 38 19 12 30 31 27 33 30 42 1755 20 33 23
internal_value=-8.5463e-05 -0.0428355 0.0158258 0.000305851 -0.000793262 -0.0234255 -0.0448641 0.0231553 0.00108889 0.0227908 -0.00686375 -0.00167948 -0.00310383 -0.0554727 -0.000305611 -0.0337049 -0.00150623 -0.0407723 -0.0255736 -0.00131871 -0.0487269 0.0520261 0.00641781 -0.00912125 0.0206896 0.00196228 0.000204477 -0.0361148 -0.0892228 -0.0415089
internal_weight=126.407 1.14658 0.624061 125.261 121.03 9.2924 6.3636 2.9288 111.738 12.6411 6.27557 99.0968 96.4369 4.89154 91.5454 5.82091 3.66475 2.4306 5.11693 3.44374 2.23136 6.36558 5.56161 4.49077 3.10988 85.7245 81.6411 7.71345 3.564 2.45749
internal_count=2900 137 91 2763 2635 209 141 68 2426 312 226 2114 2079 71 2008 95 68 55 93 74 62 86 208 181 61 1913 1873 118 76 56
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=9 17 9 22 10 19 9 22 22 13 2 17 8 9 18 2 18 2 16 15 7 10 16 19 3 0 10 21 15 16
split_gain=0.220454 0.343098 0.315695 0.77969 0.61964 0.637026 0.532719 0.895358 2.28208 1.85251 1.31957 0.888636 0.792327 0.557348 0.44383 0.413781 0.66516 0.503262 0.552909 0.635596 0.556534 0.600221 0.530335 0.831149 0.901598 0.833848 0.87241 0.899656 0.788453 1.13611
threshold=233.97947574895002 239.21206428850002 215.80505313260002 -0.084239999999999995 70.343506983200015 12.350996516100002 207.37918994975004 -0.060760000000000002 -0.090694999999999998 112.82921081865001 207.83068032845003 194.42005702145002 8.1436447804000007 206.65653280825003 14.047116609550001 325.75432260090003 14.117867417450002 308.2991537635001 11.934972090850001 17.382777826050003 27.894561215200003 90.740838818900016 13.894967507500002 11.850956171350001 79.47351079420001 95.762878606550018 71.090898343450007 0.25448588140000006 21.073645951400003 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 6 4 -4 -6 13 8 9 12 11 -9 -8 15 -11 17 -17 18 20 -20 -1 -22 -21 -24 -25 26 -26 -28 -27 -30
right_child=1 -3 3 -5 5 -7 7 10 -10 14 -12 -13 -14 -15 -16 16 -18 -19 19 22 21 -23 23 24 25 28 27 -29 29 -31
leaf_value=-0.085979073926738828 -0.11361854449903874 0.013801804606426039 0.071949100983317194 -0.012182102239834576 0.054462088391351166 -0.044038606027916795 0.0047234647501019468 -0.044142649127817221 -0.12710833178140299 0.0036252264086737603 -0.078510459071881977 0.054834769734085242 -0.10214159200459663 0.053996436466989331 0.078783747456527053 -0.11695437025930969 -0.006346260100526982 0.048956811794363203 0.049245186728200392 -0.051525577719469896 0.083997327037710262 -0.10201085883794768 0.073412915690748523 -0.065673907133957307 -0.00030638361069955161 0.10117396403986137 0.03609028256325976 -0.097272698679732386 -0.04325322753888055 0.037590749010615959
leaf_weight=1.4353236933311557 0.42985567796858859 0.41566348090418614 3.1157545068999752 5.0140821348977607 1.3348621927871138 1.2920979544578584 1.0663542698457598 1.1761440353147907 2.2312519188271827 1.4489387210924181 1.3619583499385042 3.9653161547612399 1.9858354441821573 1.972491513355634 1.7165023647248743 0.77068074936687425 1.8459527677550793 2.1730261455231803 2.7021472634660304 1.9528824337467074 0.50084560756658891 0.26540984995517647 1.5637311063474033 2.0497634764615205 68.166515286880895 1.2817285156343121 0.70048470719484557 1.8203020844084674 2.3123810534598288 7.0017433998873457
leaf_count=253 25 19 40 125 35 53 47 33 58 27 37 50 51 33 16 47 116 72 102 125 21 133 36 93 968 15 11 116 33 110
internal_value=-8.87439e-05 -0.0509778 0.000257626 0.0166305 0.0417874 0.00601349 -0.00129453 -0.0188823 -0.0403515 -0.00921803 0.00900928 0.032193 -0.0648058 0.00137488 0.0443809 0.000299752 -0.0389238 0.00139246 0.000265973 0.00148313 -0.0492432 0.0195692 -2.89041e-06 0.00118229 -0.000173109 0.00147866 -0.00244273 -0.0602133 0.0276392 0.0175199
internal_weight=125.07 0.845519 124.225 10.7568 5.74271 2.62696 113.468 14.9523 8.44888 6.21763 6.50342 5.14146 3.05219 98.5154 3.16544 96.5429 2.61663 93.9263 91.7533 89.5517 2.20158 0.766255 86.8495 84.8966 83.3329 81.2832 70.6873 2.52079 10.5959 9.31412
internal_count=2900 44 2856 253 128 88 2603 319 199 141 120 83 98 2284 43 2251 163 2088 2016 1609 407 154 1507 1382 1346 1253 1095 127 158 143
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=15 22 7 17 22 4 22 17 22 17 0 8 21 21 18 5 6 0 12 21 21 21 21 9 16 7 3 21 18 19
split_gain=0.218706 1.11522 0.575917 0.339181 0.289737 0.925724 0.505914 0.929178 0.707403 0.569745 0.861776 0.393984 0.315776 0.927111 1.22267 1.48945 0.946519 1.56684 0.641775 0.625392 0.657841 0.755462 0.83371 1.33386 0.79438 0.753803 0.668344 1.42072 1.34454 0.950726
threshold=46.810838056050009 -0.082314999999999985 23.539316666200005 184.59783591905003 -0.62958999999999998 252.43360528775003 -0.59309999999999985 197.05557773135004 -0.50001499999999999 205.32027903760002 98.031937268650012 7.6440346712000009 3.2025200283000004 4.3636502323000004 15.116851934050002 19.667938474250004 16.315381206250006 85.40693788805001 72.692757749350008 1.9231529451500002 1.8462237188500004 1.8061804516000002 1.2219980417000003 195.51131808980003 22.634947069650003 24.530747513950001 87.544262101800015 1.0652877397500002 14.073076155300003 14.151141757350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 7 -6 9 10 -8 -9 19 14 15 -14 -17 -18 -15 20 21 22 24 -24 26 -25 28 29 -10 -28
right_child=1 -3 -4 -5 6 -7 8 11 12 -11 -12 -13 13 18 -16 16 17 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.043037026226571039 0.046692519697010354 -0.084137041522851341 0.067284114305212583 -0.10607907063018521 0.074730088274410023 -0.10470891583380365 -0.11490968085245501 0.030174801290122177 0.073375510298569563 0.013020879247877835 0.027788864817468412 -0.11056455043081291 -0.15110733643543389 0.086743513733718053 0.033839655716393455 0.022294338789969361 0.045449993427897281 -0.092697007637301931 0.00098265466055455302 0.030727825268097447 -0.078051132383675392 0.090513084083257991 -0.14711073843125977 0.052315385165427747 0.056974646184024091 -0.061756542607186715 -0.10396597101775795 0.092907056294597057 -0.0041258157975128567 -0.015015020303771635
leaf_weight=0.75387108343420439 0.22930082539096508 1.6662943840492506 1.2551448429003356 0.39683316397713497 2.2349675443547308 0.96941961348056793 1.5533561644842846 0.34840248401451379 2.9068562993779947 1.0827894559770355 0.5816899071651277 0.46355207893066108 1.2133690695045496 0.8845917823491608 2.2879845413845032 2.2383233933214797 1.099003162118606 3.2455731390509754 64.25566375960625 9.7957658180312119 1.0076732040251943 0.97810455953003739 0.93500916223274488 1.1406828835606577 2.8734082747250786 1.1770727470138806 1.8351587556535367 0.85865202452987421 9.7357756789642718 3.4804107332602143
leaf_count=18 9 55 18 39 40 29 56 23 29 45 32 20 24 8 68 37 28 44 1441 184 16 9 21 15 36 31 124 6 356 39
internal_value=-9.17413e-05 -0.0245618 0.0282054 -0.0501315 0.000632049 -0.0400759 0.00122548 0.0414451 0.000161408 -0.0460658 -0.0760317 -0.0501745 0.00149015 -0.00222074 -0.0304363 -0.0492995 -0.0305342 -0.0577514 0.00214727 0.00909133 0.00122072 0.00430238 0.00092175 -0.0462888 0.00800165 -0.00561607 0.000523274 -0.0264451 0.0136937 -0.0457246
internal_weight=123.485 3.54757 1.88128 0.626134 119.937 1.72329 118.214 3.04692 115.167 3.21784 2.13505 0.811955 111.949 75.2245 10.0843 7.79627 6.5829 4.34458 65.1403 36.7246 26.9288 25.9211 24.943 3.25276 21.6903 2.31776 18.8169 6.17422 12.6426 5.31557
internal_count=2900 121 66 48 2779 47 2732 83 2649 133 88 43 2516 1650 201 133 109 72 1449 866 682 666 657 67 590 46 554 169 385 163
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=0 0 9 9 3 21 2 15 8 18 17 2 23 15 0 9 5 18 18 16 9 17 10 4 8 21 6 18 6 20
split_gain=0.207503 0.801374 0.769942 1.47786 0.700318 1.35144 0.858281 0.65155 0.99509 0.569836 0.91534 0.908971 0.987183 0.53162 0.495303 1.34122 1.79501 0.561628 1.17961 0.813679 1.32662 1.14201 0.864032 0.719649 1.23208 0.726477 0.640597 1.58174 0.897404 1.16258
threshold=85.716110573100011 85.807518149550006 190.24759545780003 199.02473417820002 93.58791597905001 3.0760100505500003 86.011634045550025 42.670190152050004 10.441851282850001 13.278511569200001 184.59783591905003 157.69206214580001 0.088395000000000015 22.863620006050002 86.530713386650021 201.78065190905002 22.907563598750006 13.373311100250001 13.482409244300003 22.614947116400003 200.80358209610003 203.35246479535002 62.041548276350007 168.72122291465004 8.3434888241000014 1.0000000180025095e-35 16.245379570700006 13.685220395000002 16.375382608200002 40.712530798250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 -4 9 -6 -7 8 -5 10 -3 12 -12 -1 15 16 -11 -16 -19 22 -21 -22 -20 24 25 -24 27 -25 -28 -30
right_child=1 4 3 7 5 6 -8 -9 -10 14 11 -13 -14 -15 17 -17 -18 18 19 20 21 -23 23 26 -26 -27 28 -29 29 -31
leaf_value=-0.056363366111244408 0.039687938794522815 -0.028203403175981984 -0.10491686726676164 -0.110326788011421 0.058359459567120908 -0.0068256831147050154 -0.11436669893804277 0.034395634229375069 0.048739095454133269 -0.051050012704174447 0.10370683133403094 -0.02041563465038139 0.025301124460203484 0.01550293513667444 -0.04112660880608443 -0.092975372630628161 0.060965724217495999 0.060705158843704289 -0.10002831940391138 0.092817179247038528 -0.053545393941732689 0.05317976595965665 -0.0093316933039854812 -0.10691253213318792 0.0095452152014001146 -0.10577583037627772 0.065633673883249657 0.00046928986512252284 0.053435107208222379 -0.050945062622492703
leaf_weight=1.1727580224833207 5.2215145519003263 2.7660285517922594 2.1691645232494912 1.0172469112440015 1.038129927474073 1.2016657441854479 1.940651325159706 2.1735559010412544 0.64117564616026346 3.1598284867359316 2.6039131954312307 2.0644354154355824 4.1895393412560225 8.4158203911356377 3.0619172436418003 2.1428368426859379 2.6140370764769614 3.3343717880197792 0.91447804402559896 2.3909643590450278 2.0474734138697386 1.9647279391065238 1.1652811386738897 1.4124982332577918 3.5314056910574436 2.3685941066942178 3.5198872471228233 47.544359280400386 1.9914741478860376 2.2987648649141192
leaf_count=142 41 49 61 52 16 10 50 44 14 31 23 25 34 267 31 36 20 38 13 18 23 25 22 41 36 49 32 1604 21 32
internal_value=-9.29318e-05 0.00148453 -0.0108681 -0.0389593 -0.000485301 -0.0405611 -0.0732415 -0.00162277 -0.0488291 0.00124032 0.0220137 0.0376949 0.0553538 0.00671313 -0.0015851 -0.0254113 -0.000336451 0.000847321 0.00257279 -0.000151522 0.0338541 -0.00128334 -0.00351453 -0.00213185 -0.0322289 -0.0739738 0.00161406 -0.00262888 0.0282104 -0.00249312
internal_weight=122.078 106.489 15.5897 6.00114 101.267 4.18045 3.14232 3.83198 1.65842 97.0868 11.6239 8.85789 6.79345 9.58858 85.4629 7.9167 5.77387 77.5462 74.4843 71.1499 6.40317 4.0122 64.7467 63.8323 7.06528 3.53388 56.767 48.9569 7.81013 4.29024
internal_count=2900 2320 580 171 2279 76 60 110 66 2203 131 82 57 409 2072 87 51 1985 1954 1916 66 48 1850 1837 107 71 1730 1645 85 53
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=20 20 21 23 21 23 19 21 15 20 7 23 23 14 22 23 2 13 4 18 22 16 21 15 22 21 2 18 5 23
split_gain=0.196212 0.395292 0.343316 0.561176 0.460976 0.296071 0.433198 0.561414 0.774207 0.414105 0.51921 0.349019 0.736347 0.780155 0.678581 0.465768 0.89864 0.6454 0.590206 0.554401 0.535865 1.84939 1.11453 1.06078 1.8556 2.79719 1.59984 1.67772 1.30402 1.29862
threshold=49.275256100300005 48.852845034800005 21.991168361800003 -0.17732499999999998 3.3208308644500009 -0.27223499999999995 10.350835137000002 5.0287037994000015 36.282341310300005 32.785955158400007 22.535351262400003 -0.10585499999999999 1.0000000180025095e-35 162.85769004780002 -0.26138499999999998 0.07968500000000002 138.50479637360004 95.99139754765001 377.66810554405004 17.327266398450003 -0.096499999999999989 22.634947069650003 4.0847671134500008 39.283112803100003 -0.060760000000000002 3.4703576882500005 99.31225418210002 15.312071772700003 16.664129935850003 0.10500500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 -1 8 -8 10 -7 -11 13 -13 -15 16 -14 -17 -18 20 21 -19 -23 24 25 -22 -27 -28 -29 -25
right_child=2 -3 -4 4 -6 9 7 -9 -10 11 -12 12 15 14 -16 17 18 19 -20 -21 23 22 -24 29 -26 26 27 28 -30 -31
leaf_value=0.074592234051388664 0.033005745155188684 0.042387198876376653 0.054413798370427285 0.073524840483330953 -0.098250356103411041 0.036409017691074165 -0.075790952485923546 -0.1131836191773076 0.10770138432698849 0.016918188491870424 -0.12302108275683277 0.0053122665828170233 0.079302468675521917 0.031118560016534624 -0.091756534508194723 -0.063644620574802385 -0.045165940913439284 0.020353787435611004 0.035060781865376318 0.046181275461845181 -0.12771950559301068 0.00037275906308153475 -0.11713032970820919 0.023131712832816963 0.0025153798954988169 0.014852862554480289 -0.10410062166535083 -0.070221269171571607 0.0717882258210297 -0.037219884749460135
leaf_weight=0.2982207625464065 0.66067770705558437 2.2126246083353172 0.4278687611222266 0.17739169672131438 1.3094506715569876 0.31423451564478355 0.57531817807466701 0.87676430674036965 0.38303515315055847 12.204987936798714 0.58371342767350143 2.4888021661899975 2.1783990953699677 0.54632192244753275 2.5344842814811273 1.6004679246907461 1.6916760118911045 23.733833141392093 2.0024352133186767 2.5714243263937524 3.1342085830401549 1.5639807563275092 1.6682696497300638 17.55875327001559 20.60543290531497 6.0070094940019754 3.4197139209136367 1.2607248555868866 1.3274772902950642 4.4737985579413353
leaf_count=12 29 45 15 4 171 38 57 88 2 334 101 30 35 12 136 294 53 359 90 43 71 25 29 225 348 63 73 28 19 71
internal_value=-7.82629e-05 0.000518613 -0.0273835 -0.0436807 -0.0777563 -0.000282742 -0.037191 -0.0553566 -0.00245264 0.000411165 -0.0672289 0.000950706 -0.000990994 -0.0363281 -0.069967 0.00108516 0.0283615 -0.000716141 -0.00167813 0.000437199 -0.000950683 0.0106894 -0.0602744 -0.00638247 -0.0170181 -0.043587 -0.0216402 -0.0581278 0.00261476 0.0108771
internal_weight=120.392 117.816 2.57539 2.14752 1.48684 115.603 2.13334 1.83512 0.958353 113.47 0.897948 112.572 100.367 5.56961 3.08081 94.7976 5.87251 88.9251 3.69411 87.3246 84.7532 26.9661 3.23225 57.7871 35.7546 15.1491 12.0149 6.00792 2.5882 22.0326
internal_count=2900 2681 219 204 175 2636 159 147 59 2477 139 2338 2004 178 148 1826 178 1648 143 1354 1311 413 54 898 602 254 183 120 47 296
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=5 5 6 17 6 20 22 0 2 5 22 10 9 15 15 5 15 17 6 17 20 21 23 5 23 2 16 22 22 10
split_gain=0.211787 0.588907 0.941089 1.23379 0.826913 0.895687 0.728245 0.594878 0.68203 0.56648 0.729527 0.626814 1.76341 0.616415 0.590458 0.718276 1.09216 1.0417 0.974003 1.50451 1.32138 1.92039 0.958789 0.748275 0.678243 1.01635 0.794212 0.639722 1.04124 0.796531
threshold=23.721757872050002 25.556820288350004 16.395383075500003 199.01194954300004 16.505385645700006 38.115457128050004 0.11970500000000002 86.780739992750014 317.41815758785003 22.963361893800002 -0.068524999999999989 61.917879202350001 191.62448690950001 42.80317728375001 42.133814420300006 21.850554661550003 38.469938489650012 187.45953903175004 16.180378051950004 188.94422143290004 40.712530798250008 5.3455647436000007 0.089185000000000028 21.623222698850004 0.11467000000000002 68.519383356500015 14.994964935250001 0.072320000000000023 0.06041500000000001 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=9 2 -2 4 -4 -6 7 8 -3 11 13 12 -1 -11 15 16 23 -17 -19 -20 -21 -22 -18 24 27 -26 -27 28 -13 -29
right_child=1 6 3 -5 5 -7 -8 -9 -10 10 -12 14 -14 -15 -16 17 22 18 19 20 21 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.026773699951029753 -0.09626741238202785 0.015505960813158812 0.0089230126727076024 0.061091017799797455 0.034155627859679481 -0.12215696864073933 -0.10831088761909179 0.093851402646502199 -0.10899211775865153 0.04244241225529656 0.060438761351351122 0.0006631636080369831 -0.11113778433648316 -0.036897679200081614 -0.0560840121290756 -0.044048263222189687 0.0010389552882869013 0.083181516682563225 0.091478800895855417 0.069378611942392074 0.049942707727703151 -0.072454810374762521 -0.096842926051524378 -0.092940961211652337 -0.080846458141228664 -0.047858845904580019 0.057349984445679875 0.10887175953649249 0.086211071852710527 -0.032667237986575788
leaf_weight=1.8895808547385962 1.7250146452861352 5.5203623224442708 1.6794506729347634 1.6344624808989463 0.47801998851355199 1.5724338485742917 0.49888148065656412 0.87485481379553665 0.47813813657558046 1.7584537786024159 3.5976096872473127 54.342459709088871 1.8203339036554096 2.2098389961756766 1.7761314194649447 2.0246665725426274 1.8343379083089519 2.9788688721600911 2.1426172778010351 1.8555032107979057 2.0102716479450464 3.5377560313791037 2.2021042993292212 0.83671949827112158 0.72600699635222454 0.82225739134446474 5.6328301622415893 0.41723088920116325 1.4610077759134572 8.4522276847128506
leaf_count=27 52 301 52 19 14 61 24 11 38 37 46 1424 27 27 37 47 25 24 14 17 17 40 31 16 14 38 73 2 21 324
internal_value=-9.78985e-05 -0.0114389 -0.0320173 -0.0113564 -0.0431032 -0.085716 0.00834988 0.0168173 0.00558227 0.00147415 0.0278262 -0.000586322 -0.040895 -0.00174002 0.00102074 0.00213192 -0.00173101 0.022503 0.033261 0.0176833 -0.00367349 -0.0281053 -0.0523611 0.00108042 0.00217527 0.0313316 0.0439483 -0.00106216 0.00290292 -0.0260091
internal_weight=118.79 14.4616 7.08938 5.36437 3.7299 2.05045 7.37224 6.87336 5.9985 104.329 7.5659 96.7629 3.70991 3.96829 93.053 91.2769 76.7272 14.5497 12.525 9.54615 7.40353 5.54803 4.03644 72.6907 71.854 7.18109 6.45509 64.6729 55.8035 8.86946
internal_count=2900 572 198 146 127 75 374 350 339 2328 110 2218 54 64 2164 2127 1968 159 112 88 74 57 56 1912 1896 125 111 1771 1445 326
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=17 18 18 13 5 7 15 18 9 15 7 7 7 18 18 19 18 18 23 18 7 16 23 21 10 10 16 20 5 18
split_gain=0.346437 0.274067 0.341547 0.341276 0.998131 0.382333 0.295178 0.281373 0.688389 0.632121 0.508327 0.878633 0.729979 0.619966 1.06561 0.683351 0.564659 0.716078 0.829542 0.512129 0.990839 2.62509 1.2274 0.815385 0.790323 1.43577 0.881257 2.04023 1.19178 0.725536
threshold=157.96759137085004 11.257534840550003 11.639306137250001 119.04223755815001 31.302824910800002 19.152455927400002 22.863620006050002 12.949570119650001 195.51131808980003 37.576156502300009 22.597569836950004 22.372035319250003 22.296968840150004 13.057710350500001 13.197799034350002 14.351157895250003 14.339258036900002 13.373311100250001 -0.24523500000000001 13.316069313700003 23.124786352450005 22.554947256700004 0.098525000000000015 4.7627705569500014 62.057679025150001 62.106071271500007 22.614947116400003 41.261521012900012 24.038949512150001 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 5 -5 6 -4 8 9 -7 11 12 16 -12 15 -15 17 -9 -19 23 21 22 -21 -16 26 -26 27 -22 -28 -27
right_child=1 2 3 4 -6 7 -8 10 -10 -11 13 -13 -14 14 19 -17 -18 18 -20 20 24 -23 -24 -25 25 29 28 -29 -30 -31
leaf_value=-0.082645104871040015 0.060610702292351486 -0.071251734205142206 -0.0055071524954946076 -0.10184211827308365 0.059555795004273819 -0.010141151281154288 0.072865336333291481 0.020517167326058443 0.048184709946329354 -0.078324823476213112 0.04977869810247882 0.049260273643492891 -0.10318876643181206 -0.098923966150359491 -0.024160301598407503 -0.018904308633530681 0.062177019606541366 0.048919269831412211 -0.10690579493238057 0.032563147883762404 0.056305252994605051 -0.14571475954592478 -0.075162712912792973 0.056071783247567522 -0.083372957592777019 0.070329874098808851 0.086150365135634788 -0.10017607946570717 -0.0080071499051892359 -0.001423068494735179
leaf_weight=0.50597580752946569 0.74815199164731794 0.67091900459490617 0.7655559750128299 1.0790425334707823 0.59415634279139329 4.1668789082905269 1.2909508928787543 2.7870719413040188 1.279694408556679 2.0182680216385052 2.3405294405529267 5.7226917241205228 0.67121688742190588 1.7367385668330815 1.906149954535066 2.7683246958767995 1.4052886519930323 0.47878713090904002 1.1926340024801905 3.3260993679286903 1.9151486400514826 1.7090701376146169 1.5507978280074892 3.7757448584306985 2.123565819580107 1.4430860625579942 3.7418942940421402 1.4748693148139862 2.0979481060057878 60.052752874569705
leaf_count=96 50 47 24 63 10 126 36 79 32 35 34 81 18 32 24 38 38 16 95 62 14 33 17 38 30 12 36 34 31 1619
internal_value=-7.76268e-05 0.00027995 -0.00010887 0.00030469 -0.0445294 0.000964222 0.0436904 0.000177488 -0.0185772 -0.0323901 0.0015208 0.02065 -0.004404 -0.00102892 -0.00235579 -0.0497525 0.00690372 -0.0105181 -0.0622689 0.000152815 -0.00192172 -0.0390665 -0.00169245 0.0291557 0.00143637 -0.00253091 0.0287819 -0.0117739 0.0523245 0.000260715
internal_weight=117.34 116.834 116.086 115.415 1.6732 113.742 2.05651 111.685 7.46484 6.18515 104.22 12.2577 6.535 91.9627 89.6222 4.50506 5.86378 4.45849 1.67142 85.1171 79.4352 6.58597 4.8769 5.68189 72.8493 63.6194 9.22986 3.39002 5.83984 61.4958
internal_count=2900 2804 2754 2707 73 2634 60 2574 193 161 2381 327 246 2054 2020 70 228 190 111 1950 1888 112 79 62 1776 1661 115 48 67 1631
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=17 7 7 12 3 21 5 18 10 10 6 8 19 2 17 8 4 14 5 16 6 18 13 10 16 20 8 22 15 16
split_gain=0.296075 0.205861 0.57629 0.737634 0.457793 0.593615 0.770593 0.477581 0.384178 0.495118 0.401781 0.502703 0.515285 0.429523 1.11615 0.916226 0.421165 1.30289 1.2356 0.994068 1.1891 0.799263 0.982086 1.80226 0.776807 0.771524 1.66829 0.739393 1.42844 1.59777
threshold=157.96759137085004 20.778835947700006 21.725272673150005 219.23896387120001 103.44111502715002 13.296557277800002 29.040033326300005 11.904475184000002 57.960468834350003 59.74022811670001 18.155424198600006 8.8430989333000021 14.451165964200003 59.615984903700003 181.49225329600003 8.7431769115000026 240.32447338110003 255.20937898730003 22.598762435600005 22.674946976100003 16.515385879350003 13.197799034350002 117.54207792135001 62.106071271500007 20.784951395750003 41.621607100200002 8.4434108459500017 -0.10098 39.283112803100003 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 4 3 -3 -2 6 -6 -8 -4 -10 11 13 -13 14 -11 16 27 18 24 20 21 -19 23 -23 -18 -24 -27 -15 29 -29
right_child=1 2 8 -5 5 -7 7 -9 9 10 -12 12 -14 15 -16 -17 17 19 -20 -21 -22 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=-0.07828295885341735 0.039433892161342105 -0.07879106299401227 0.1015827119865725 0.021698205566587955 -0.10508103063560369 -0.11694866257232472 0.071930303707292281 -0.053220796494557944 -0.10560193881071654 0.029598445945995484 0.06504988652713227 -0.00089880813640314916 -0.075705182157282072 0.027281115029672044 -0.090110596234295529 0.054836546049547075 -0.049583471927381037 -0.095266664937495249 0.021074456272015131 0.056386728278765008 -0.079685639920206552 -0.14223636240454027 0.060073660798892529 -0.0013112555410339625 -0.14536788059388925 -0.11292121923614654 0.06728563443390255 0.016441273417101214 0.040164610944360496 -0.033848512905908144
leaf_weight=0.48203514648775936 3.8536842330722711 2.0364948363858271 0.37457300489768286 1.1390240891778374 0.46977951537701379 0.4679267877654637 1.2104270635900318 0.40758866460237175 0.44104682025499542 1.4408526158367743 0.95764309680089255 1.9486562882084393 1.7457310531754044 13.43002118373988 1.695284290704876 3.2323023676872245 2.2734785986103812 0.86589197191642497 1.5649862951249813 2.9024961868999517 1.9844414022518311 0.93606329837348567 4.523851227015256 29.728414835844887 1.3491300120949743 0.9316127665806565 1.1452558510936794 11.390757774563101 6.7838359039742491 14.185067408718167
leaf_count=96 141 92 6 47 90 26 60 37 25 16 16 39 29 215 38 42 93 35 26 53 47 21 36 1059 16 31 14 249 65 140
internal_value=-7.39506e-05 0.000252689 -0.000771394 -0.0427467 0.0176696 -0.015148 0.00766803 0.0404039 0.000488093 0.000129014 0.000573065 -2.03132e-05 -0.0362475 0.00131321 -0.035112 0.00248813 0.000687975 -0.00583593 -0.053178 -0.000126899 -0.00421585 -0.000288209 0.00191871 -0.00561313 -0.0852555 0.0369088 -0.013549 0.0075561 -0.000630252 -0.0114508
internal_weight=115.898 115.416 109.007 3.17552 6.40941 2.55572 2.0878 1.61802 105.831 105.457 105.016 104.058 3.69439 100.364 3.13614 97.2276 93.9953 48.2056 5.18759 43.018 40.1155 38.1311 37.2652 30.6645 3.62261 6.60072 2.07687 45.7897 32.3597 25.5758
internal_count=2900 2804 2450 139 354 213 187 97 2311 2305 2280 2264 68 2196 54 2142 2100 1431 135 1296 1243 1196 1161 1080 109 81 45 669 454 389
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=3 23 7 0 6 9 9 17 23 3 3 21 15 22 15 8 6 18 13 20 6 3 9 18 18 22 16 2 16 7
split_gain=0.207732 0.377761 0.284079 0.384732 1.50028 0.695623 1.0747 1.00445 0.630827 0.618669 0.75008 1.26228 0.647734 0.602155 0.573548 0.525413 0.448154 0.413923 0.879553 0.908243 0.491184 0.40798 0.864262 0.451097 0.557703 1.69477 1.97303 1.34423 1.20456 1.1647
threshold=108.42013948475001 0.070195000000000021 19.874819532250005 85.716110573100011 16.395383075500003 190.24759545780003 199.02473417820002 187.45953903175004 0.099780000000000021 93.770731131900007 93.58791597905001 3.0760100505500003 39.283112803100003 0.0023400000000000005 42.670190152050004 10.242007239150002 16.505385645700006 13.278511569200001 113.96105169155001 39.646013290900008 16.445384243750002 93.168516510700016 201.78065190905002 13.316069313700003 13.809421053700001 -0.081474999999999992 22.564947233300003 147.22108985190002 22.644947046300004 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=2 -2 -1 4 -4 7 -7 8 -6 10 17 -12 -11 14 15 -8 -13 18 -5 -20 -21 23 -23 -19 25 26 27 -25 -26 -27
right_child=1 -3 3 9 5 6 13 -9 -10 12 11 16 -14 -15 -16 -17 -18 21 19 20 -22 22 -24 24 28 29 -28 -29 -30 -31
leaf_value=0.027607142866247544 -0.08573469681115807 0.054372857359594476 -0.12011832746043385 -0.035052158731695073 -0.085436243070319204 -0.096450763606816037 -0.1078318739739963 0.062919580379447698 0.028733669983966328 0.075011166264117468 0.054037768118191977 -0.1248602455049691 0.0034659717886614616 -0.084019846595357175 0.065391856059007575 0.049470024442927009 -0.040606617955114124 -0.072714560414563742 0.089527244145921434 0.048688959052955422 -0.010258696581057547 -0.00010868238499055325 -0.087093660392788763 0.064822940061669249 -0.0054458127196040044 -0.0036350192065960386 -0.073030586417296525 -0.051570111597275071 0.070020631966047561 0.087955969543708601
leaf_weight=3.6895929956663158 0.68763122167001611 0.26722430187510327 1.28323669056408 2.2583625702536656 1.0293448135780616 1.661584978632163 0.47488937608432102 2.6477544183144346 0.91340252244845022 2.2707519382238379 0.91878451127558891 1.2660210535395893 2.8582350154174492 0.61280566730420094 1.4673307726625351 0.38407388050109148 1.2592815277166662 0.82831103727221389 2.2480633864179236 2.4473882974125445 3.346278422512114 3.5328607659321269 1.6880006492137907 3.2600763922091573 58.102825768837647 2.0644465587101859 3.141079880297184 1.4263839118648318 2.1949515352025619 4.2395692653954029
leaf_count=128 125 12 76 39 64 54 30 43 13 17 16 34 30 29 29 14 20 10 27 21 36 37 31 28 1758 29 27 58 33 32
internal_value=-7.67908e-05 -0.0465244 0.000313911 -0.000603001 -0.0188314 -0.00469014 -0.0321703 0.022851 -0.0317581 0.00131878 -0.000522331 -0.0463292 0.0351411 0.00416984 0.0274013 -0.0374964 -0.0828459 0.00121555 0.0200906 0.0355763 0.0146423 -0.00120018 -0.0282325 0.000675143 0.00149188 0.0193726 -0.0117056 0.0293972 -0.00269869 0.0579616
internal_weight=114.471 0.954856 113.516 109.826 10.4744 9.19119 4.60068 4.5905 1.94275 99.3517 94.2227 3.44409 5.12899 2.9391 2.32629 0.858963 2.5253 90.7786 10.3001 8.04173 5.79367 80.4785 5.22086 75.2576 74.4293 14.1316 7.82754 4.68646 60.2978 6.30402
internal_count=2900 137 2763 2635 352 276 156 120 77 2283 2236 70 47 102 73 44 54 2166 123 84 57 2043 68 1975 1965 174 113 86 1791 61
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=21 13 3 15 20 20 20 6 17 5 2 5 15 20 20 15 15 21 6 21 18 17 21 12 4 12 13 17 16 21
split_gain=0.212986 0.817322 0.921745 0.990377 0.728247 1.27446 1.11626 0.968242 1.47062 0.807619 0.641908 0.835245 1.20345 1.4903 0.644224 0.638125 1.2015 0.648799 0.739575 0.585624 0.925951 1.25812 0.668789 0.902954 0.988956 0.609159 0.872108 0.932952 0.805931 0.725244
threshold=8.9353283289500016 117.55283175385001 93.136255013150006 42.914654887700003 41.840895355800008 41.395309858300003 42.049402686800001 16.335381673600001 187.73134645290003 29.239824992700004 206.09225218925002 16.823764825550004 29.198705243000003 38.938637541200009 40.12915366295001 38.97275740620001 37.128521979500007 9.6758169699000014 13.705320222600003 7.5530726581500014 13.373311100250001 205.10400128480003 6.7785388507500013 95.360362796200008 249.12803587805004 288.67761128475007 117.55283175385001 208.46089438445003 20.644951723100004 0.8423297431500002
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 5 10 -6 15 9 -9 11 -2 -13 -14 -12 16 17 -8 -19 22 -21 -22 25 -24 -25 -1 27 -27 29 -29
right_child=1 2 3 -5 6 -7 7 8 -10 -11 14 12 13 -15 -16 -17 -18 18 -20 20 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0052157461041829473 -0.11984368608362983 0.082297407520181387 0.021108683561863704 -0.076044846212335093 0.082877584637673612 -0.12124138530860139 -0.082580511272685758 0.074778170422865206 -0.12030331545443435 -0.074518370591948754 -0.040941802904331782 0.066207208952059407 0.029175759327477475 -0.10032259665888088 0.071604102015763504 0.066595012105756149 -0.13892835437135723 -0.0086036386260501686 0.056231752124838046 -0.057044331098909822 0.064767408287004224 -0.046801295752870967 0.067752525331640043 -0.12136232732018151 -0.0095342543810752328 -0.090986071425983264 0.042989217913966211 0.03835758514903112 0.08058551323640073 -0.10877466588185501
leaf_weight=61.747004819229915 1.040008344862146 1.8523702956736068 5.5686969378439244 1.2928628035588188 1.3946597491740238 1.5282968344545214 0.79439386626472419 0.89285456706420452 1.7713983717840163 0.60979598801350221 0.85775386325258329 1.1928309493523555 1.4679150180891158 2.2521042129956186 1.249465283937752 1.394908723537809 0.63310177251696664 5.5027708769048314 2.5862683104351163 1.0693901657432423 5.2658525113656651 1.2508164901519192 0.63804697978775893 1.5056841003897719 1.6656467279099159 2.4582772973080855 1.3311234890716148 0.57861225828673946 0.77707111742347468 0.79577316314680502
leaf_count=1446 62 15 67 50 22 33 34 25 35 33 31 24 18 34 19 14 7 335 42 44 88 39 10 54 62 144 25 21 14 53
internal_value=-6.03372e-05 -0.00669405 0.0197015 0.00280291 -0.0158328 -0.037516 -0.00248847 -0.0108813 -0.0585758 0.0141916 -0.0216406 -0.0384309 -0.0211965 -0.0492227 0.0257917 0.00342973 -0.00582888 0.00365682 0.0121259 0.00278181 0.0292 0.0433528 -2.12342e-05 -0.0407901 -0.062628 0.00227318 -0.0283108 -0.0488996 -0.000811132 -0.0468324
internal_weight=112.966 33.8825 8.71393 6.86156 25.1685 9.58837 15.5802 14.1855 3.27405 1.50265 8.06008 5.95286 4.91285 3.72002 2.10722 10.9114 9.51653 8.88343 8.08904 79.0833 7.58606 6.51667 71.4972 3.80938 3.17133 67.6879 5.94086 4.60973 2.15146 1.37439
internal_count=2900 900 132 117 768 221 547 525 93 58 188 138 76 52 50 432 418 411 377 2000 171 127 1829 126 116 1703 257 232 88 74
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=19 13 9 19 23 0 0 3 15 5 5 2 6 12 16 6 8 20 23 0 17 20 21 8 12 7 14 7 21 21
split_gain=0.193559 0.291698 0.248018 0.627243 0.635245 0.634906 0.594383 1.01309 0.745213 0.590575 1.25519 1.08328 0.81775 0.961684 0.570305 0.632992 0.559398 1.06537 0.550357 0.526925 0.575072 0.524282 0.677634 0.52599 0.480806 0.440722 0.703989 0.45486 0.438394 0.388131
threshold=9.8507947922000021 81.048947258600009 187.70546222865002 14.451165964200003 -0.17732499999999998 71.144667506050013 85.716110573100011 94.187442142150019 43.376643616500012 19.915533535850003 21.197160116700001 179.88803923150002 16.395383075500003 145.39241760245002 22.674946976100003 16.555386813950005 7.3442686056500008 42.406961525800007 0.08494500000000002 103.44649194340002 242.64190980425005 49.110028829250005 20.770927814650005 1.7486353823000003 153.81200556610003 22.689595575850003 168.39662374755002 22.786890330450003 1.6858049288000003 3.3208308644500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 18 16 -11 12 13 -12 15 -14 17 -6 -9 25 -21 23 29 -19 -7 26 -8 -27 -4 -23
right_child=2 -3 6 -5 9 24 19 8 -10 10 11 -13 14 -15 -16 -17 -18 21 -20 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.10657979907382137 -0.1071822108596789 0.015328957261142926 0.00096618361544117688 0.045334757681380018 -0.10645580374671065 -0.064413712152089464 0.061842775161184763 0.033267314887218284 0.053244443884615238 -0.097017977376260431 -0.13115064420074682 -0.098372058745457999 0.098585592780586928 0.033002312836067429 -0.045557888942744262 -0.012894655966433978 0.059734530767419608 -0.034247640915979725 -0.065304172590831114 -0.10560468456520854 0.022811129730471273 0.074631777355257098 0.072798123126636083 0.05621613096073879 0.04680489762319856 -0.047380628518945943 -0.0097158630094745894 0.00042873212568717386 -0.11670755610766206 -0.094638047613860091
leaf_weight=0.41882097254710871 0.31747711374919774 0.36937699354893994 0.39931301213800807 3.9990212090779087 0.86799877237353751 0.42101417304365885 2.940288294106721 0.80978736886754665 1.449249239725759 1.9766142734879393 0.68337544391397365 0.99586449707567215 1.7775924940360717 0.74701783980708569 0.55369130894541729 0.71388189173012495 1.7886564308428203 0.84224483004072714 1.8847662929038049 0.95317846316902322 0.54991750183398835 0.15573660656809796 0.43783678975887586 2.713254696529475 5.0643469460774213 2.0479481510119504 2.5821628295816481 70.323854392074281 1.5283528552972709 1.040565150848124
leaf_count=176 71 50 6 48 168 41 27 21 35 37 31 89 20 19 7 90 27 58 62 128 34 3 14 92 186 24 35 1100 66 135
internal_value=-6.9614e-05 -0.0494491 0.000282404 0.00902284 0.00213982 0.0303109 -0.00228405 -0.0324409 -0.00458014 -0.0085486 -0.0287176 -0.00404325 0.016946 -0.0454223 0.0462421 0.0666432 0.0105966 -0.00391245 -0.0356807 2.20259e-05 -0.0586229 0.0132386 -0.0336449 0.0347866 0.0382686 0.00115368 0.0283837 -0.000924158 -0.0923316 -0.0726022
internal_weight=111.353 0.788198 110.565 25.0962 21.0972 5.80284 85.4688 6.07147 4.1438 15.2943 7.44804 5.47142 4.47556 1.43039 3.04517 2.49147 7.84629 6.05764 2.69455 79.3973 1.5031 5.18964 1.63414 3.5555 5.48536 77.8943 5.52245 72.3718 1.92767 1.1963
internal_count=2900 226 2674 1136 1088 298 1538 190 118 790 293 256 167 50 117 110 497 470 83 1348 162 302 152 150 227 1186 62 1124 72 138
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=15 22 7 21 21 7 12 9 9 9 22 0 9 12 0 15 10 19 2 21 21 18 17 6 2 21 6 20 9 12
split_gain=0.178834 0.856757 0.476233 0.246684 0.815502 1.11556 0.785075 0.967237 1.56109 1.19238 0.747959 0.716154 0.638094 0.585777 0.640583 1.45463 0.804101 0.675827 0.903206 0.623308 0.543373 0.790448 0.995752 0.490373 0.529265 0.487346 0.789342 0.860457 0.602408 0.494229
threshold=46.810838056050009 -0.082314999999999985 23.539316666200005 8.9353283289500016 10.048480919900003 24.176224535650004 102.43818663380002 201.63419974125003 214.22994816675003 195.51131808980003 -0.090694999999999998 86.530713386650021 197.58039077460003 111.07197117565001 85.775256651950016 40.452545866750008 61.86411003975001 14.451165964200003 127.74713841330002 16.464809133250004 7.5530726581500014 13.373311100250001 205.10400128480003 14.875347560100002 296.01432942755008 6.7785388507500013 16.375382608200002 40.380906245900007 200.94207221650004 288.67761128475007
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 5 11 -6 9 10 13 -9 -5 -11 -8 16 17 19 18 -16 -15 25 -22 23 24 -23 29 27 -27 -29 -1
right_child=1 -3 -4 4 6 -7 7 8 -10 12 -12 -13 -14 14 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0053710651990789386 -0.055575374596051691 -0.081297410035899131 0.065675167519943359 -0.059385830966704217 -0.075731787550296234 -0.10955105637509484 -0.13335340687890082 0.00063681406141335572 0.042057291745427237 0.095879624361273175 -0.095845463596613001 0.046643456044811703 0.027498392853355244 0.027260046585283922 -0.071787667451298456 -0.10882299463357253 0.088113867952751959 0.07507470446129387 0.010928217401997203 -0.11332358725926009 -0.052320308561588993 -0.039233760088494087 -0.039516576833231065 0.083735357857520898 0.0774628987023539 -0.1519675117768739 0.019219433697849675 -0.11124066537800328 0.037399184547648089 -0.027562502862833606
leaf_weight=60.327211377367348 0.47194814769318361 1.3873682495905075 1.032840739469975 1.2519980487413733 1.3176755788299512 1.7260787928171337 0.33304666029289975 1.1249221550679065 1.9017912698327561 2.0757249935413702 2.8120404387591402 1.2968812347680794 3.9833248107461259 1.1431618362112197 1.6966708130494206 1.332989047281443 1.6632932581997009 1.1410276703536508 5.9479525704009575 0.43553683644859109 1.0073866616439762 0.81909590074792482 1.1778721846931146 3.4450670713558793 0.73955520440358669 0.86066576067241829 1.5161245628041795 0.44321469779242739 0.70854707481339574 4.9290047219110411
leaf_count=1413 48 55 18 34 26 66 8 32 52 20 64 29 40 51 50 23 20 10 302 22 42 48 37 24 14 23 42 39 17 231
internal_value=-7.59641e-05 -0.0246135 0.0276473 0.000586297 -0.00690269 -0.047475 -0.000457118 0.00341869 -0.0323392 0.0139884 -0.0682772 -0.00543765 0.0509246 -0.00235472 0.000910749 -0.0114835 0.0395946 0.00328522 -0.00743 -0.0115247 0.00366022 0.0298198 0.0432058 0.0626786 0.016137 0.00092618 -0.0352719 -0.0763246 -0.0197996 0.00288349
internal_weight=110.05 2.89216 1.50479 107.158 31.1841 4.27496 26.9092 25.5915 5.83875 19.7527 3.93696 2.54888 6.05905 13.6937 13.3606 10.1186 3.24199 8.78565 7.64462 1.5787 75.9737 7.18898 6.18159 5.00372 1.55865 68.7848 3.52855 2.01243 1.15176 65.2562
internal_count=2900 121 66 2779 849 129 720 694 148 546 96 63 60 486 478 385 93 362 352 73 1930 165 123 86 62 1765 121 79 56 1644
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=19 13 9 19 23 23 0 5 20 10 4 5 5 18 2 6 0 6 0 22 19 2 9 16 6 7 7 14 20 20
split_gain=0.179105 0.251756 0.225894 0.543175 0.506739 0.57038 0.50001 0.922051 0.700016 0.616011 0.48752 0.483549 1.05377 0.99347 0.82604 0.52085 0.468686 0.649621 0.439732 0.555285 0.425462 0.417871 0.654217 0.342079 0.487943 0.389836 0.337267 0.628646 0.433424 0.524136
threshold=9.8507947922000021 81.048947258600009 187.70546222865002 14.451165964200003 -0.17732499999999998 -0.23472499999999999 85.716110573100011 22.382291025900006 43.812290675100009 61.917879202350001 196.92079858070002 19.915533535850003 21.197160116700001 13.326324856250002 179.88803923150002 15.265356672600001 86.20003303655001 16.395383075500003 103.44649194340002 -0.0086649999999999991 14.451165964200003 187.03662689815005 182.75300319265003 22.674946976100003 16.555386813950005 19.041006859700005 22.689595575850003 168.39662374755002 43.902382686800003 43.633733172900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 21 7 -4 9 10 -9 15 -13 14 16 -6 17 -14 26 -20 -12 22 -2 24 -19 -26 27 -8 29 -28
right_child=2 -3 6 -5 11 -7 18 8 -10 -11 20 12 13 -15 -16 -17 -18 23 19 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.10611922208340573 -0.10724262446200378 0.010685856022694798 -0.11814099197464914 0.043175053770347527 0.0026230701722013438 0.077769618451783484 0.057789370750566352 -0.058301263170930567 0.083928835414294398 -0.10770809256778735 0.060718194361366801 -0.090900199116004762 -0.072120013976671546 -0.13028160798922941 -0.092905388874908568 0.10363832294955438 0.097245761776648731 0.09393889652684248 -0.10536445190809277 0.024537444604766052 -0.02892349920463215 0.025282397266634317 0.075721285201400423 -0.036414905878825093 0.046191558478313403 -0.10714707303685914 -0.0011924064414408236 -0.010823674882694371 -0.054038378314584794 0.051820659804551854
leaf_weight=0.37835651969726214 0.64212008576578261 0.36019343812949955 0.9943051392910992 3.8619639242533585 6.9138269338072842 1.6220807440404374 2.806511912494897 1.2638649175059984 0.65254143544007082 0.77804983389796678 1.1671741898171606 1.8647040531359378 0.71509380821953605 0.54949779564049084 0.64580183594807739 0.55112139508128155 0.80363227706402529 1.2190030955243858 0.86138307051442098 0.53249049867736065 0.96907117427326728 3.0339995014073793 0.28093180060386658 0.51221508532762516 0.45079612550762238 0.26225023163715377 67.957551652536495 2.5474011544138193 1.5015269396826614 1.9176241606473912
leaf_count=176 129 50 25 48 491 48 27 27 15 74 22 37 33 37 64 6 11 16 122 40 27 117 4 6 41 48 1068 35 32 24
internal_value=-7.55027e-05 -0.049153 0.000260488 0.00883149 0.00222198 0.0278296 -0.0021826 -0.0304461 -0.0123958 -0.0274397 -0.00907181 -0.00763923 -0.0264744 -0.00318468 0.0119689 0.0100808 0.029059 0.0117146 -7.52573e-05 -0.0557391 0.0200538 0.00735817 -0.0515574 0.0362412 0.0555035 -0.0102046 0.000935921 0.0251432 -0.000879847 0.000262461
internal_weight=108.617 0.73855 107.879 23.929 20.0671 5.57913 83.9495 5.82501 4.8307 4.17816 3.40011 14.4879 7.02299 5.15829 4.60879 7.46495 3.96299 3.15936 78.1245 1.39387 2.13625 3.95705 0.923052 2.44426 1.93205 0.713046 76.7306 5.35391 71.3767 69.8752
internal_count=2900 226 2674 1136 1088 298 1538 190 165 150 76 790 293 256 219 497 155 144 1348 162 49 250 133 111 105 89 1186 62 1124 1092
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=18 16 13 18 3 18 17 22 18 12 19 20 19 7 20 2 12 6 20 3 8 18 7 2 23 8 4 18 3 22
split_gain=0.18279 1.15251 1.95286 0.630696 0.583993 0.625447 1.29831 1.15163 1.11911 0.674306 0.865008 0.584149 1.02523 1.2052 1.01715 0.97046 0.947191 0.631789 1.20709 1.02023 0.664173 0.652051 0.664088 0.643921 0.612764 0.609748 0.579804 0.557236 0.52931 0.519772
threshold=15.042884401850001 18.714956236300004 104.27722550570002 14.905453256700001 81.430708313150021 14.732667293750003 191.89151741935004 -0.058529999999999992 14.662165311550002 327.98456567570003 14.351157895250003 38.441102963850007 14.251149826300002 22.765858321950002 38.771633980050005 73.935594769650024 137.45408896190003 16.585387514950003 39.420767558750008 93.716961969300016 8.4434108459500017 14.424014050250003 24.758300720050006 122.26439358135001 0.094415000000000013 9.4426310644000022 230.01759355790003 15.078943968800003 84.807411725000023 0.18145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 8 -7 -8 9 11 -11 12 13 16 -13 -15 -6 18 -16 -19 23 29 26 -21 -17 -22 -23 -4 -3 -20
right_child=1 28 27 -5 5 6 7 -9 -10 10 -12 14 -14 15 17 24 -18 19 21 20 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.071776291206632509 0.0078682370491401556 0.075500386143661308 0.020118985353421496 -0.060231692523972813 -0.0058229318872470917 0.10534071821942824 -0.076885542517297747 0.063994804279678283 -0.095406325843018239 -0.10026215299146035 0.0080950727880580928 -0.091165246018639276 0.050594588988789907 -0.047926834452519558 0.072829515979373524 0.0077464195184951002 -0.15082942178834402 -0.097784963959622703 0.0040006445310387904 0.099322249705404708 -0.1138163100774057 -0.086951598780250772 -0.12771093390073618 -0.024143040811408421 0.082907091379392908 0.0025001962376693691 0.037701226698884323 -0.11014190312921719 0.0049814889100901301 -0.048608981157627185
leaf_weight=1.1515577235259105 19.294743388971263 3.1537719303742042 0.39410619274713043 1.8446760285296466 0.93311660613107761 1.6827613259374619 1.2215038007125256 1.105279940995388 1.2640986868645985 1.5085985602054273 1.4398952666379043 1.2810971713624884 6.0863297786563635 1.6529787732288239 2.3247584966011337 2.3787528111424763 0.87089530489174649 1.6969074602238823 42.778246802190552 0.90509692677005682 0.75859580119140435 0.64181284679216266 0.78220289957243938 0.79209920335415518 1.9939363994635639 1.11031453020405 0.89139087055809796 1.9699664533545727 1.6066129412502048 1.9641688268748101
leaf_count=68 1040 34 9 66 73 23 28 22 28 72 36 18 68 19 28 33 56 28 704 31 30 20 15 106 18 45 26 88 28 40
internal_value=-7.42176e-05 0.00714946 -0.0026424 -0.00242854 -0.0010825 -3.96789e-05 0.0384282 -0.00996389 -0.00212243 -0.000502451 -0.047346 0.0014751 0.0198089 -0.00412199 -0.00308683 0.0173452 -0.0758255 -0.00102194 0.00248831 -0.0339585 -0.0035871 -0.000986694 -0.052732 0.0416997 0.0420195 -0.044713 -0.0144796 -0.0884266 0.0517005 0.00169111
internal_weight=107.48 26.4192 21.6588 81.0611 79.2164 78.0648 4.00955 2.32678 74.0553 72.7912 2.94849 69.8427 13.916 7.82968 55.9267 6.02567 1.80401 54.6456 49.3826 5.26301 3.56611 47.0578 2.31541 1.6972 4.37269 1.86891 1.5332 2.36407 4.76038 44.7424
internal_count=2900 1199 1137 1701 1635 1567 73 50 1494 1466 108 1358 267 199 1091 70 129 1073 833 240 212 805 61 137 51 75 46 97 62 744
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=23 23 22 21 23 2 17 22 22 23 23 15 18 9 15 19 9 12 2 22 21 6 21 17 7 21 8 9 20 16
split_gain=0.17241 1.54044 1.02122 0.907649 0.853924 0.82054 0.727964 0.533413 1.05925 0.825887 1.91502 1.15659 1.01142 0.821945 0.725333 0.869878 0.705756 0.685873 0.677639 0.756179 0.568983 0.561163 0.49219 0.487731 0.456029 0.940129 0.887386 1.18782 1.03655 1.06654
threshold=0.088565000000000019 0.089335000000000012 -0.24103499999999997 6.655069997600001 0.088105000000000017 127.00089009170001 199.55131508320002 -0.11808 -0.098345000000000002 0.08708500000000001 0.084795000000000023 41.657300687350009 15.409823741150001 202.13708171315002 39.283112803100003 14.051133688400002 210.97856947250003 247.85609524425004 145.11127223590003 -0.156745 15.031613344500002 14.925348728400001 2.1194692063500002 207.79550897605 24.390191290350007 8.8712712239000009 8.543332867800002 199.68228938305 38.512991772500008 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=2 3 4 -2 5 -1 -7 13 21 10 16 12 -12 14 15 18 20 22 -4 -20 -10 -9 -11 -8 26 -26 28 -28 29 -3
right_child=1 24 7 -5 -6 6 23 8 9 17 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.015782138903006705 -0.16565784169533804 0.014263729995496183 -0.052156816689919887 -0.027794340902213568 0.098258671036707865 -0.13033690597047065 0.03242002281905234 -0.11658664086618514 0.022834567811066447 -0.0095919378882344461 -0.11264022299891006 0.054492844137910536 0.0027166210875419518 0.080843993314046611 -0.070747450877563969 0.098714771933373482 -0.031253286435549692 -0.033485236113261332 0.03550670108484013 -0.10182770718566436 -0.047418848275553455 -0.025678243333989811 0.06971303565093602 -0.11043812920401619 -0.0015583650612030079 -0.057577009970153928 -0.070854182660418055 0.0046068464147466749 0.0050575694111004189 0.10341680763603296
leaf_weight=1.0493153551506105 0.89479407805629207 2.947388556123772 1.4379396699950993 1.0241234106360932 0.38106424710713316 1.6210379823751284 0.6246588213034554 0.95305314883080372 19.019090413781679 0.9593239769928904 2.7928642048209436 0.75049107806989912 1.0442334570107048 2.2594541571888831 0.9190882504917689 1.2794118458987211 3.3065873081213786 1.0502405097649896 5.1523234187116005 0.43475813740224367 1.2272154422535084 2.361515058670193 4.2478426648303866 0.38707254774635658 13.578522520845583 3.8439689913793691 3.0772487637004797 6.4754548034688924 18.386603748076595 2.4633142482489347
leaf_count=49 34 47 106 22 6 154 25 35 514 26 81 16 53 43 10 17 86 27 226 113 46 36 72 49 395 139 46 129 274 24
internal_value=-7.41557e-05 -0.00412976 0.00393826 -0.0920803 -0.044245 -0.0589929 -0.0887952 0.00791781 0.00217196 0.00737437 6.75958e-05 -0.059041 -0.0812468 0.0267884 0.0135466 0.0228757 0.0115807 0.040234 0.00906378 0.02482 0.0185762 -0.0518176 0.0551026 -0.0222353 -0.000805725 -0.0139179 0.00604425 -0.0197017 0.0163792 0.0548522
internal_weight=105.95 52.6914 53.2586 1.91892 4.06315 3.68208 2.63277 49.1954 37.7125 34.3979 28.1405 4.58759 3.8371 11.483 9.22352 8.30443 23.5529 6.25741 7.02502 5.58708 20.2463 3.31457 5.20717 1.01173 50.7725 17.4225 33.35 9.5527 23.7973 5.4107
internal_count=2900 1110 1790 56 283 277 228 1507 992 921 796 150 134 515 472 462 646 125 445 339 560 71 98 74 1054 534 520 175 345 71
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=12 17 8 4 18 9 2 17 19 12 14 8 9 22 8 4 15 15 16 18 7 6 20 22 23 12 10 17 17 7
split_gain=0.189607 0.4735 0.624012 1.11955 1.0513 0.592298 0.341133 0.352977 0.416837 0.512988 0.371398 0.362598 0.659048 0.612097 0.600614 0.440437 0.348896 1.73226 1.293 0.994294 0.813825 0.767054 1.24669 0.683103 0.968668 1.1723 1.18131 0.625941 1.03329 0.952054
threshold=92.695913642950003 195.53954078470002 8.3434888241000014 143.35918460430003 12.977936149500001 188.14427954665004 71.847610775600018 166.83257850275001 13.451085274650001 254.30002952885002 161.53444867420004 8.8430989333000021 215.36411506960005 0.022230000000000003 8.7431769115000026 169.46043282405003 28.777417478550003 28.129673635100001 18.684956306450005 15.042884401850001 25.027970878050002 9.8952312005000014 39.344049039350004 -0.59309999999999985 0.092290000000000025 233.93954299745002 71.381251821550009 188.16174763880002 187.59608338195002 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=1 2 3 -1 -4 -5 -2 8 9 -8 -9 14 -13 -14 15 -12 17 23 21 20 27 -18 -23 -17 -25 26 -26 28 -20 -29
right_child=6 -3 4 5 -6 -7 7 10 -10 -11 11 12 13 -15 -16 16 18 -19 19 -21 -22 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.07466356242432394 0.037600555298398772 -0.06080076850128311 -0.037937001988563861 -0.024353757480744104 0.065719131267184205 -0.12430440319929992 -0.10545362333405371 -0.056134867889428432 0.047959945120715691 0.02307788826810531 0.04637080053277174 -0.074156256550536329 0.041382225959140158 -0.058874275867600315 0.04869438005464416 0.048226498918011958 0.060705289783593144 0.094642835326907565 -0.01281522018347995 0.055064730612671801 -0.07323947235794516 0.01928059364508863 -0.11690585799436082 0.0079505288505296486 0.047984755041819011 0.038315474006126025 -0.090100259891351633 0.074559267864683143 -0.12414611043779251 0.00020612570246752342
leaf_weight=0.70226935611571972 2.5105630885809651 1.7414738419465718 1.6582175380899569 1.33068739582086 2.3867830562230665 1.0693108940904492 1.0396265012495849 1.1186444833874691 0.40009519387967873 0.44276571751470317 2.1528787424322209 1.733146290964213 1.6877186865312981 0.95273997006006528 2.8159935399889937 2.8953651443880508 0.45471328250277965 2.1973336047958574 5.3622215664217938 3.0700743880588552 1.624969744356348 0.94230330036953125 2.3449418479576707 18.483697977902931 0.7527109669172195 1.454871159592585 3.5019041063060286 1.811956176534294 0.98712783935479809 34.733612397685647
leaf_count=15 30 29 35 38 29 34 205 12 46 46 22 56 38 22 42 95 18 25 109 45 32 32 104 976 14 60 180 32 21 458
internal_value=-7.38964e-05 -0.0140432 -0.0026505 -0.0363906 0.0232261 -0.0688864 0.00122669 0.000244363 -0.0426169 -0.0670634 0.00113025 0.00184234 -0.0262424 0.00520731 0.00327751 0.00173235 0.000540293 0.00924987 -0.00442869 2.16932e-05 -0.00377405 -0.0610284 -0.0778674 0.00232308 -0.0031705 -0.0391734 -0.0656708 -0.00114252 -0.0301237 0.00389261
internal_weight=104.361 8.88874 7.14727 3.10227 4.045 2.4 95.472 92.9614 1.88249 1.48239 91.0789 89.9603 4.3736 2.64046 85.5867 82.7707 80.6178 29.2859 51.3319 47.59 44.5199 3.74196 3.28725 27.0885 24.1932 5.70949 4.25462 42.8949 6.34935 36.5456
internal_count=2900 180 151 87 64 72 2720 2690 297 251 2393 2381 116 60 2265 2223 2201 1350 851 697 652 154 136 1325 1230 254 194 620 130 490
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=18 16 15 10 15 21 7 10 17 8 13 2 10 3 21 20 13 18 16 18 16 10 16 23 23 2 18 18 20 12
split_gain=0.170637 0.62033 0.959434 0.523842 0.474669 0.401129 0.390938 0.634331 0.361053 0.854314 0.362484 0.700294 0.352554 0.728295 0.771615 0.564809 0.83419 0.31839 0.721086 0.660013 0.486637 1.36471 1.15037 1.01194 1.48183 0.459054 0.427409 0.869238 0.779653 0.527085
threshold=17.140917755100002 17.654958715000003 23.214301336750001 90.988176966900014 14.840977869100001 14.941253073700002 26.752366550650006 80.468240302450013 220.68978861510001 7.2443465838000014 95.870416931800023 264.38054059520005 80.909147435850016 79.47351079420001 0.25448588140000006 41.792045663550006 98.238948544700023 15.042884401850001 14.524966034300002 14.905453256700001 18.764956119400004 75.403185184700007 18.634956423400002 0.088670000000000013 0.10818500000000002 122.26439358135001 14.752187928300001 14.662165311550002 39.945535567850008 327.98456567570003
decision_type=2 2 2 2 2 2 2 2 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 -1 12 -8 10 -10 11 -2 13 14 -6 16 -14 19 -19 26 21 22 -20 -23 -25 -21 27 29 -28 -15
right_child=1 -3 -4 -5 6 -7 7 -9 9 -11 -12 -13 15 17 -16 -17 -18 18 20 25 -22 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.10677831673393118 -0.10499157034053352 0.10367341720025065 -0.10761483317788872 -0.066528896327968587 0.028241472145879007 -0.0026839334343413354 -0.10051623629143505 0.037897444532780572 0.071778556029333765 -0.10767063315818817 0.08171199450969055 0.056118365986801949 -0.10643767253599046 0.0015377676852303592 -0.093319119816868523 0.080355430553271157 0.057010882704083811 -0.076447755104257484 -0.096144032443160471 0.0064891620640517584 0.053670011330151625 0.084127685126356017 0.030158625613640667 -0.076552753247424873 0.076159007484520674 -0.10976579724392076 -0.016056129790009956 -0.080871640642966744 0.079505745529737826 -0.042631582674685108
leaf_weight=0.77758226524019736 0.37039544414437775 0.71477493678685267 0.66826818048139092 0.60413109506771423 0.76506278607121148 0.70658943415037356 0.93960149525082559 0.51125688325555529 0.53603769658366196 0.52526448672870174 1.6847228892147539 0.99335699618677609 0.53805925317283188 67.339596740283014 1.6447660058038307 1.3954518942045977 0.74403289519250393 0.79186919576022674 1.7765395344467818 0.53193809045478591 3.4477447627577922 2.5891549424268305 1.2138453482184557 1.3489933516830208 1.2012075595557687 0.9396493652893696 1.6173720438964658 1.3627694121096272 1.808279519784264 2.8146336518329909
leaf_count=139 68 9 29 305 31 30 43 52 16 32 28 41 66 1339 89 45 15 22 88 12 46 44 15 23 23 45 27 37 39 102
internal_value=-8.12295e-05 0.016145 0.00452084 0.0204178 -0.00110317 -0.0572207 -0.000229418 -0.0517417 0.0331988 -0.0170353 0.0506874 0.0123609 0.00056675 -0.000483357 -0.0547266 0.0363319 -0.011584 0.000988951 0.0158732 -0.0014204 0.0221877 0.00883638 -0.0448758 0.0400893 -0.00462175 -0.0677429 -0.000118079 -0.00177089 0.0343876 -0.000234336
internal_weight=102.903 6.09695 5.38218 4.71391 96.806 1.48417 95.3218 1.45086 4.10978 1.0613 3.04848 1.36375 93.871 91.1934 2.40983 2.67754 1.28209 88.7836 12.3694 76.4142 11.5775 8.12974 2.99038 5.13936 2.5502 1.47159 74.9427 71.517 3.42565 70.1542
internal_count=2900 528 519 490 2372 169 2203 95 185 48 137 109 2108 1982 120 126 81 1862 261 1601 239 193 103 90 46 57 1544 1478 66 1441
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=12 14 8 20 19 5 20 22 23 16 5 6 14 13 16 14 19 22 9 17 20 16 19 12 2 0 5 23 3 4
split_gain=0.168685 0.757406 0.673665 0.651329 0.810807 1.0435 0.757992 0.930089 0.736198 0.688507 0.613901 0.507515 0.432954 0.999763 0.782657 0.686606 0.431975 0.42979 0.644411 0.453596 0.408968 0.395377 0.373658 0.611837 0.853649 0.369826 1.09916 0.808572 0.628017 0.612145
threshold=114.86856072930001 181.38224455095002 7.943800736700001 38.386256906100009 14.351157895250003 17.671168838450004 40.259171735100004 -0.057185 0.070195000000000021 20.394952307700002 21.269675393700002 16.335381673600001 202.65261526855002 117.70876232545002 15.474963812800002 204.50376127325003 12.751028791950002 -0.10001 190.07378137140003 189.57010944335005 43.968221017800005 22.614947116400003 14.451165964200003 103.44931853055 62.731161442750007 86.530713386650021 21.746930049350002 0.11614000000000002 93.017962855400015 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 3 -3 4 5 16 7 -5 11 -7 22 -8 13 14 -2 -14 -1 -16 21 -20 -12 -19 23 24 -10 26 -17 29 -27 -28
right_child=12 2 -4 6 -6 9 8 -9 10 -11 20 -13 15 -15 17 25 -18 18 19 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.077236641791790017 -0.068383490361525828 0.010193910596970841 -0.12382393801517166 -0.088679659217036522 0.084570961528091682 -0.12133308206002498 -0.14208516699186496 0.00185020717101127 0.052272241267339474 0.0161809179756617 -0.077799595736926505 -0.0040957186365186901 -0.079737538564024171 -0.056601789745545153 0.069584538650360392 -0.079106662207624689 0.0061727949833485802 -0.10801884789947225 0.077464266104888449 0.013134442633429586 0.0090486168639121439 0.013358564793756076 0.073890611414660232 0.057120439868864038 -0.056469914928790665 0.0036169670005156648 0.032670216018550219 -0.077757315268982163 0.10344783195648757 -0.010683843873518808
leaf_weight=1.3523230674181896 0.71319135028170322 0.59764057308348029 1.0071658093947915 2.5416175330756232 1.6186701878905294 0.90949189689126775 0.56560871005058178 2.0503614076878867 1.1826353440555961 0.60715581919066608 1.0999498373712415 0.50407814572099596 1.086431743504362 1.4566860811028153 3.225418047368291 2.1408785591775112 2.3277681469335221 0.52417461803997933 1.8997590887302065 2.5909734037704766 1.0693240896798668 0.5499261450022459 1.3239373099058864 2.000877751968801 1.8530731610953806 48.124957668896968 4.9323111677513216 1.3180785658187222 0.63850691984407504 9.5874844729041779
leaf_count=24 26 40 27 45 17 45 5 28 23 10 30 36 35 36 52 36 36 34 17 35 11 7 13 21 45 1658 134 40 7 327
internal_value=-8.46155e-05 -0.00769811 -0.0739148 -0.00263953 0.0227694 0.00351963 -0.0148421 -0.0482572 0.00114222 -0.0662824 0.0109491 -0.0770592 0.00210039 0.0205415 0.032366 -0.000879427 0.0322866 0.0405403 0.023706 0.0403485 -0.0349885 -0.0458751 0.0266163 0.0141896 -0.0141067 0.000404227 -0.0118551 -0.00276437 0.00492415 0.00404334
internal_weight=101.4 22.6117 1.60481 21.0069 6.81541 5.19674 14.1915 4.59198 9.59948 1.51665 8.5298 1.06969 78.7888 10.9601 9.50344 67.8286 3.68009 8.79025 5.56483 4.49073 2.16927 1.0741 6.36052 5.03659 3.03571 66.7422 17.9788 15.8379 48.7635 14.5198
internal_count=2900 456 67 389 132 115 257 73 184 55 143 41 2444 207 171 2237 60 145 93 52 41 41 102 89 68 2202 537 501 1665 461
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=12 21 9 8 18 18 2 17 19 12 17 14 8 9 8 22 4 22 22 22 22 5 22 12 15 7 5 20 22 9
split_gain=0.169054 0.424545 0.773755 0.71904 0.784666 0.681401 0.273591 0.289289 0.353141 0.491022 0.324152 0.282625 0.282061 0.584155 0.528772 0.508613 0.383028 0.351779 1.2828 1.09967 1.09919 0.772311 0.765456 0.74903 0.922359 1.3821 2.00685 2.09464 1.12579 0.716086
threshold=92.695913642950003 1.0000000180025095e-35 197.89372115420002 8.3434888241000014 13.042786209850002 13.650870338750002 71.847610775600018 166.83257850275001 13.451085274650001 254.30002952885002 169.61846646075003 161.53444867420004 8.8430989333000021 215.80505313260002 8.7431769115000026 0.022230000000000003 169.46043282405003 -0.065399999999999986 -0.055714999999999994 -0.033594999999999993 -0.024989999999999998 20.766972852450003 -0.021344999999999999 158.37848859105003 26.410889167300002 23.046547257250005 21.269675393700002 42.526729949000007 -0.14581999999999998 199.02473417820002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 -2 8 9 -8 -9 -12 14 -14 16 -15 -13 23 -19 21 -21 -20 -22 -18 -25 -26 -27 28 -28 -24
right_child=6 3 -4 4 -6 -7 7 10 -10 -11 11 12 13 15 -16 -17 17 18 19 20 22 -23 29 24 25 26 27 -29 -30 -31
leaf_value=0.065897232027187821 0.034494929157498286 -0.0063329747033597315 -0.04840198024194603 -0.059943824136135908 0.037586287868904174 -0.11451651700760981 -0.10507250954012455 0.043420625438486002 0.044128769440350879 0.022551281898474867 -0.050989417447804969 0.043164520005347179 -0.070289991070131258 0.041448937074085639 0.045744078982466831 -0.052545153816274871 0.01003048537335563 0.060660082097484448 0.0010190851310924324 0.067742652151315697 -0.10846274196060512 -0.086794730802445264 -0.016431679049145456 0.0077465184491126455 -0.097261891052517133 -0.069034517376236781 0.034345106969724634 0.064655717985487624 -0.05539525165957946 0.023934817204245708
leaf_weight=1.5090722918685044 2.3984783808700731 0.98483331894385662 0.97487720723438531 1.327285642619245 2.1794409781432478 1.424116478563519 0.92859874616988125 1.7714480250651821 0.39039257653348602 0.44638062122248812 1.0649983367184166 2.0629921630024901 1.6698959587374691 1.5413464503362777 2.6898501911200574 0.91888909565750498 18.177038913781864 4.0092798255354891 1.7975304389183353 2.7616991005779772 0.62778637633892742 2.2616853561485186 8.7194326919416145 10.479469197918663 2.5822241115674869 5.2098582735343362 2.0217239569174126 3.9271231894381344 4.530530780553816 8.8602495353261457
leaf_count=39 30 17 19 31 29 45 205 96 46 46 12 22 53 35 42 21 365 55 35 45 15 36 342 612 102 172 21 50 75 187
internal_value=-7.70881e-05 -0.0136565 0.0210381 -0.0282245 0.000671429 -0.0702886 0.00116476 0.000271058 -0.0398082 -0.06364 0.00107798 0.000204916 0.000847494 -0.0246416 0.0021517 0.00634248 0.000648954 -0.000505638 0.00814527 -0.000267041 0.00895538 -0.0479084 3.85612e-05 -0.00585857 -0.015904 -0.0294686 -0.0183108 0.00690665 -0.0277055 0.00391324
internal_weight=100.249 8.39963 2.48395 5.91568 3.50673 2.40895 91.8489 89.4504 1.76537 1.37498 87.6851 85.9136 84.8486 4.13013 80.7185 2.46024 78.0286 75.9656 29.0377 25.0284 20.9692 4.05922 18.2075 46.928 28.7509 18.2715 15.6892 10.4794 6.55225 17.5797
internal_count=2900 180 58 122 60 62 2720 2690 297 251 2393 2297 2285 109 2176 56 2134 2112 715 660 589 71 544 1397 1032 420 318 146 96 529
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=8 17 9 13 18 2 7 13 12 18 17 22 9 9 2 9 16 5 19 6 6 20 8 10 18 5 0 5 5 16
split_gain=0.157706 0.398007 0.363051 0.383909 0.454879 0.453382 0.390363 0.555605 0.378247 0.443765 0.3115 0.330745 0.455093 0.300316 0.64303 0.250591 0.419771 0.640081 0.592109 0.451574 1.54858 0.833836 0.951374 0.434059 0.517187 0.42456 0.413931 0.545621 1.23638 0.335852
threshold=1.7486353823000003 201.37020668845003 44.114531459200009 95.870416931800023 17.327266398450003 237.82463207520001 26.752366550650006 99.381543250150017 225.59153217100001 14.708525021850003 200.96259924040001 -0.15818499999999999 40.406378633400003 72.638117411050018 206.09225218925002 54.761416764300009 13.894967507500002 13.264960807550002 11.950964240300001 13.665319288000001 13.775321858200002 34.997818021800008 7.6440346712000009 75.922057603850007 13.3584252364 17.708776378750006 97.835679825150024 16.579584939650001 16.892865140250006 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=1 10 -2 8 6 -6 15 -8 -4 -10 11 -1 -13 -11 -15 -5 17 -17 -18 21 -21 -20 23 24 -23 -24 27 -22 -29 -30
right_child=2 -3 3 4 5 -7 7 -9 9 13 -12 12 -14 14 -16 16 18 -19 19 20 26 22 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.021353145543220504 0.05880372755392789 -0.1042449085368969 -0.10255076760496501 0.041783938261287124 0.075518655160913384 -0.009530216772528563 0.044326978469797391 -0.098152173505680548 -0.11097211852410123 0.042414666835474867 0.086293900029897175 -0.092037538910784172 0.050968671107824437 0.10809345370362318 -0.10406043331030995 0.046613976581928174 0.061350452061313912 -0.095088302061061683 0.064729709168219116 0.085273421216079962 0.048720367580088048 0.027230748974629494 -0.10119809500006967 0.052638988037402627 -0.10642544989766695 -0.017840559679453846 -0.060239504618665389 -0.096336676961694914 0.017575115611456613 -0.0021697816530569878
leaf_weight=1.0418908115898382 1.0610339437844221 0.49809365777764458 0.66481001354986746 1.4582869472214941 1.5947194560430937 1.0326931774616239 0.39375713758636155 0.89759131683968008 0.39681566630315535 0.97780700621660777 0.31677069963188831 0.88217470822200927 0.29760157209966565 0.20007807016372681 0.49962266035436187 0.45687511749565501 1.5906032128259529 1.0545766686991553 0.86525095823162601 2.16217620903626 2.2616288941353551 0.62341502797789894 2.1798968907678504 1.1063750451430676 0.54054118832573295 0.84897210961207736 1.1446410904172797 1.3395373197272409 10.046551505169189 60.443485280622554
leaf_count=93 24 137 200 68 30 24 14 44 28 31 6 236 24 1 96 6 56 106 22 32 29 15 102 18 31 26 27 24 355 995
internal_value=-7.75201e-05 -0.0225144 0.000633341 -1.78546e-05 0.00108006 0.0420906 -0.000125023 -0.0547075 -0.0369105 -0.0158731 -0.00647714 -0.0197047 -0.0559639 0.00662264 -0.0433954 0.000674827 -1.69081e-05 -0.0522551 0.000910311 -0.000240161 0.00183447 -0.0262883 -0.0411497 0.00779057 -0.0348392 -0.0778335 -0.00056345 0.00035849 -0.00116423 0.000644348
internal_weight=98.8783 3.03653 95.8417 94.7807 92.0416 2.62741 89.4142 1.29135 2.73913 2.07432 2.53844 2.22167 1.17978 1.67751 0.699701 88.1228 86.6645 1.51145 85.1531 83.5625 77.398 6.16445 5.2992 2.27033 1.16396 3.02887 75.2358 74.0912 71.8296 70.49
internal_count=2900 496 2404 2380 2024 54 1970 58 356 156 359 353 260 128 97 1912 1844 112 1732 1676 1462 214 192 64 46 128 1430 1403 1374 1350
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=12 21 12 21 15 16 5 4 17 15 22 22 6 13 18 21 17 12 2 14 16 13 3 6 18 2 22 20 22 23
split_gain=0.153588 0.694665 0.650484 0.739243 0.942426 0.656616 1.40515 1.19154 1.00733 0.705634 0.613172 0.53399 1.35124 0.44182 0.435566 0.356427 0.326494 0.369756 1.00764 0.696797 1.36938 0.778568 0.729573 0.622223 0.723024 0.572997 0.539049 0.417029 0.401117 0.969452
threshold=114.86856072930001 12.103607123250002 112.39744750840002 5.7587983756000005 35.645792850250011 20.394952307700002 17.671168838450004 144.53986173305 176.11179263395005 26.285853065250006 -0.084239999999999995 -0.053019999999999991 14.215332138950002 104.51649827935002 15.453654363050001 6.9984086918000008 166.83257850275001 148.24135922650004 120.54857872840002 202.65261526855002 19.044955464600005 117.70876232545002 79.779995021050013 14.755344756250002 15.150044688000003 128.59294673040003 -0.10001 39.852039223600009 -0.068524999999999989 0.12424000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 -8 15 12 -1 14 -13 -5 -2 18 19 21 22 23 -21 24 -18 -19 -25 -28 29 -27
right_child=16 -3 -4 10 -6 7 8 -9 -10 -11 -12 13 -14 -15 -16 -17 17 25 -20 20 -22 -23 -24 26 -26 28 27 -29 -30 -31
leaf_value=0.047386436916747973 -0.045466724258367161 -0.069089319669127264 -0.075052949758859358 0.049100303408368191 -0.087046653810740324 -0.037558106557110484 -0.11687180899793409 0.067717857329807715 -0.12454567628268182 0.09129104123448184 0.074234053558572738 -0.070542176984055058 -0.11765374032076786 0.055212243551387791 0.044638322613467805 -0.034184587815747201 -0.099703064185033191 -0.059539905881713845 0.072341631763154932 -0.086343097231727034 -0.095115004530668304 -0.049171747766481255 0.043138022450260258 0.082106943405500732 0.036882373585705334 -0.0025387663524178566 0.06369762775145317 0.0033084733758426618 0.010854578999754373 -0.083463633412018901
leaf_weight=1.0173939454689422 1.4208548895549018 1.6901210899668502 1.1572393001260923 0.86355630069738287 1.3907820162712585 1.6850534537807096 0.25223682858631979 2.9701225277967751 1.6708130048937162 0.45949460641713813 2.2681293403875307 0.69585874071345288 0.96815631911158551 2.5307155568152666 0.62160293957276735 1.2689010160393079 0.72630407827091559 1.6232325212913554 2.6573966669384381 0.54335234782411079 1.7942443159408865 1.4149616524227884 2.1855839567724615 2.3653215265367171 0.83099197060801089 31.023058853679686 1.7508044284186333 3.2968674310250208 22.972966477303999 1.5545200100204954
leaf_count=33 249 39 29 19 23 24 39 39 33 18 39 17 20 26 25 33 25 29 87 61 32 28 46 27 21 1118 24 39 608 50
internal_value=-8.73286e-05 -0.00754905 -0.00230131 0.00220986 -0.00884534 -0.000395557 -0.0173965 0.0296107 -0.0821072 0.0175184 0.0380396 0.00903194 -0.0330873 0.0307643 -0.0161979 -0.000457679 0.0020201 0.00292286 0.0156124 0.00550055 -0.0272579 0.0197681 0.0173573 0.0306426 -0.0268194 -0.000975822 0.0427141 0.0242547 0.000735469 -0.0064003
internal_weight=97.6706 21.5102 19.8201 18.6628 14.2622 12.8714 8.21627 4.65518 2.38254 0.711731 4.40059 5.83373 1.98555 3.84818 1.31746 2.13246 76.1605 74.7396 17.5658 14.9084 4.52318 10.3853 2.72894 8.97029 1.5573 57.1738 7.41299 5.04767 55.5505 32.5776
internal_count=2900 456 417 388 297 274 211 63 90 57 91 121 53 68 42 52 2444 2195 390 303 139 164 107 136 46 1805 90 63 1776 1168
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=21 21 23 9 21 6 0 17 7 16 3 6 9 6 16 6 9 21 21 6 7 7 22 20 4 9 0 21 4 23
split_gain=0.157871 0.670304 0.507019 0.613411 1.11384 0.941448 1.30376 1.04011 0.83612 0.722639 0.969275 0.62669 0.57246 0.531772 0.512651 0.800409 0.5535 0.468672 0.432953 1.15421 1.12603 0.913024 0.868341 1.00488 0.656888 0.556684 0.498317 0.485624 0.469981 0.421824
threshold=2.6263314141000005 2.1194692063500002 -0.093074999999999991 194.04304600165003 0.39820604590000008 14.815346158200002 95.002044955650021 201.96296776225003 23.031046061850002 19.774953757550005 82.753429713350016 11.765274893750002 188.53841931785004 18.025421161100002 17.654958715000003 14.185331438000002 210.70699256735003 0.12836581325000004 4.6354459407500004 14.785345457250001 22.580174331950005 23.903127120600004 0.06041500000000001 40.922041107600009 239.70509694970005 194.04304600165003 96.588235252600015 4.8606555829000007 163.60960442095003 0.10017000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 8 13 10 14 -4 -13 -7 15 16 29 -10 19 22 28 25 23 26 -25 -22 -2 -20 -21 -8
right_child=18 -3 3 5 -6 7 9 -9 17 -11 -12 12 -14 -15 -16 -17 -18 -19 27 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.033771398996812238 0.012618644069676058 0.042860813494782546 -0.10503700311199651 -0.11533292454217579 -0.078373606836073917 -0.060453589730164285 -0.073218299505040857 -0.043950852076769097 0.028015664844313233 0.091845786851308481 -0.11504446425268813 0.07507661585236719 -0.015367736331448504 0.032869248465080547 0.088937877925956157 0.095830641974499975 -0.10303776097193065 0.084624157747471063 0.056743303212691214 -0.055155028736904754 -0.044789800641932359 -0.016864662847360559 0.088206716495278517 0.079256857049314039 -0.019818815101287388 -0.12755040863892658 -0.12051712197968237 -0.00046007219614798344 0.053739663640253878 0.047312205438015016
leaf_weight=3.7855777019649457 0.4115456417202934 4.2202952582229036 0.43303607871166905 1.3070323172723899 2.8578437659161864 1.1524585874285533 0.46698270595879987 1.898447299376129 2.7156463768333197 0.69266620464622963 0.8301309652160852 1.2414488567010269 1.6039979299530385 1.2986176672275176 0.60678112041205157 0.53697608411312092 0.85254119581804833 3.1694851475767791 1.5283051964943286 0.55597212833526999 1.2731081134843409 2.3238455776590854 1.2923533592111196 1.3156631489982831 1.3619431078404884 2.2476978853228502 0.88720406193897361 51.283427407044655 1.3803769496444145 0.7677031084895134
leaf_count=178 12 90 126 36 84 18 51 37 32 6 22 66 24 26 10 6 61 36 40 16 25 42 36 23 77 39 47 1558 53 23
internal_value=-8.24839e-05 0.00587345 -8.05259e-05 -0.00579336 -0.0327411 0.00435427 -0.0268803 0.022851 0.0380641 -0.00256066 -0.0186627 0.00703653 0.0240925 -0.0110097 0.00610052 -0.0130535 -0.0410659 0.0585026 -0.002835 -0.0191456 -0.043618 -0.0655142 0.0169961 -0.00614807 0.0288628 -0.0976245 -0.0783293 0.00119532 0.0224734 0.00172517
internal_weight=96.2991 30.4377 26.2174 22.4318 6.13633 16.2955 6.06081 10.2347 8.33621 4.75378 4.06112 3.27848 2.84545 2.45108 3.23098 2.6242 2.08723 5.88513 65.8614 13.0497 7.781 5.84465 5.26871 3.97636 2.67761 3.52081 1.29875 52.8117 1.93635 1.23469
internal_count=2900 932 842 664 300 364 215 149 112 179 173 216 90 44 151 141 135 68 1968 370 175 106 195 159 100 64 59 1598 69 74
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=3 3 5 23 16 2 13 16 3 13 13 10 13 22 22 10 20 16 2 17 5 5 9 9 15 20 10 20 20 0
split_gain=0.153663 1.46399 1.4476 0.641868 0.579704 0.877122 0.700902 1.12537 0.800935 0.798898 0.806673 0.578514 1.20107 0.75342 1.01596 0.666797 0.632798 1.16932 0.844028 1.17218 0.774995 0.934235 1.31628 0.926922 0.528922 0.58151 0.642866 0.840931 0.744315 0.54548
threshold=88.727183679150016 89.227236891450005 21.042547594650003 0.25847000000000003 19.974953289850003 169.65174180905004 109.57886493895002 19.214955067100004 86.302194445500007 109.34496908160001 108.84491586935002 65.727424373200009 113.13031812925001 0.20327000000000003 0.13860000000000003 67.649671936450019 38.115457128050004 20.914951091750002 154.60082690140004 185.01807150455002 19.861308675400004 21.042547594650003 197.19111486365003 190.24759545780003 44.34858359035001 40.305698932850007 61.917879202350001 41.621607100200002 43.022303514600004 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=2 -2 3 4 6 -6 7 9 -8 10 -1 13 15 14 16 -13 17 18 19 -3 -18 22 23 -22 29 -26 -27 -28 -29 -23
right_child=1 11 -4 -5 5 -7 8 -9 -10 -11 -12 12 -14 -15 -16 -17 20 -19 -20 -21 21 24 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0010670902519356374 0.068374746639098524 -0.082086437048681793 -0.08753579777752965 -0.10703551257466525 -0.10367424592231339 0.014029082225346899 0.078521492669308704 -0.090192495379283283 -0.0017654977362877755 0.062477414781480181 -0.10742995848856481 0.093341466148594468 -0.13248305241778952 0.071240055840132752 -0.078588043170937705 -0.058111793779575871 0.071481361625969742 0.08958092530817427 -0.12432805914484579 0.07619974308328388 -0.051336401976737001 -0.0020318532162979688 -0.096606802884279031 0.049033341790658207 -0.11038958253070495 0.054196206268046311 0.017960752905702256 -0.11647059978915815 0.0012927685518503448 0.028444199542074857
leaf_weight=27.690810480842639 3.2641062001348464 0.73103273237938982 2.0041693499078965 0.55700730860553349 1.2745935213752084 1.2579750046133993 2.5351584181189528 1.3602657988667477 2.4369038306176662 2.0876155365258446 0.70265886862762172 0.57996117975562744 0.989005647599697 1.501757917460053 1.6173908311175171 0.58282197041262407 1.3842939701717103 2.2195185581222177 0.5131552474995259 1.2995298728346822 1.8872178029268973 17.396131503068322 2.4833512017503381 1.7954883500933645 0.69905691297026251 1.1128514695446936 1.8933980845031326 1.4259174661419822 0.86064834316493932 8.8663274842547235
leaf_count=1423 45 82 93 38 29 22 22 28 23 19 35 15 11 35 32 49 22 32 33 10 25 439 35 21 23 22 32 69 42 94
internal_value=-7.79681e-05 0.00349464 -0.00460502 -0.000439735 0.0010693 -0.0452088 0.00425299 -0.00119954 0.0391713 0.00277191 -0.00161791 -0.00075457 -0.0514739 0.00153404 -0.000732513 0.0174285 0.0020929 0.0365388 -0.00974307 0.0192144 -0.00202907 -0.00467767 -0.0403423 -0.00240154 0.00214033 -0.0246691 -0.0133475 -0.0313299 -0.0721452 0.008257
internal_weight=95.0101 53.103 41.9072 39.903 39.346 2.53257 36.8134 31.8414 4.97206 30.4811 28.3935 49.8389 2.15179 47.6871 46.1853 1.16278 44.5679 4.76324 2.54372 2.03056 39.8047 38.4204 6.16606 3.68271 32.2543 5.99187 5.29282 4.17996 2.28657 26.2625
internal_count=2900 1168 1732 1639 1601 51 1550 1505 45 1477 1458 1123 75 1048 1013 64 981 157 125 92 824 802 81 46 721 188 165 143 111 533
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=17 9 18 5 22 5 22 22 13 9 5 6 17 22 6 20 23 4 2 15 5 17 6 17 21 15 23 23 4 12
split_gain=0.180653 0.185578 0.178844 0.148702 0.510986 0.456534 0.554932 0.55822 0.487393 0.87183 0.418274 0.703149 0.778428 0.528909 0.464079 0.576974 0.429473 0.491015 0.534107 0.350624 0.438074 0.688606 0.705999 1.01009 0.848102 0.569593 0.550641 0.480029 0.682825 0.408605
threshold=157.96759137085004 43.506455664950003 11.257534840550003 23.721757872050002 -0.54972999999999994 22.963361893800002 -0.068524999999999989 -0.14739999999999998 117.68187774410002 190.07378137140003 25.763052016400003 16.395383075500003 199.01194954300004 0.098830000000000015 16.505385645700006 38.115457128050004 0.099425000000000027 225.05241822990004 317.41815758785003 42.133814420300006 21.850554661550003 187.45953903175004 16.180378051950004 188.94422143290004 10.906115243900002 38.469938489650012 0.089185000000000028 0.11747500000000002 193.19324462480003 133.01805689090003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 8 7 -7 19 -10 11 -6 14 16 -13 -16 17 -12 -19 20 25 29 -23 -24 -25 27 -27 -4 -29 -22
right_child=2 -3 3 4 10 6 -8 -9 9 -11 13 12 -14 -15 15 -17 -18 18 -20 -21 21 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.060975522321516519 0.056354085347030458 -0.10816065146208727 -0.0021045463062072021 0.076190999652593058 -0.09422807428735247 0.055697384048410084 0.060303568892582884 -0.034127470794869684 0.016737508000081308 -0.094118640618746641 -0.10657199515914256 0.0014290325166082854 0.054727513204507486 -0.105514534141814 0.028151082253011852 -0.1144661457091114 0.08063702745087245 0.034753554637231114 -0.093167757982487415 -0.04686087014507298 0.020286925291246097 0.078943189901235888 0.085339851636595992 0.019569040995485131 -0.064112886541455957 0.0020197086045447336 -0.080910506709183483 -0.034102883228838192 0.052023452357440436 -0.083898039791266088
leaf_weight=0.083891081932960243 0.56368652418313914 0.28612895377773384 52.295928289984658 0.6248026757966717 1.47707984606677 1.0845874628284948 2.8034243309812146 1.9106274163932537 1.3528923597186797 1.4916101095732299 0.37719470927550069 1.3281798318785152 1.180196516215801 0.38123620016267512 0.37624878477072332 1.1528459631663279 0.85053520672954608 2.1822557774139573 0.38379776757938078 1.5120565035613243 0.63075861681136192 2.2355515717063081 1.6123022204264996 4.3400792004540563 1.6798932394012807 1.4907995737157755 1.729493544786237 1.225978051777928 3.6947238770771946 0.93362991692265496
leaf_count=26 50 70 1745 10 54 29 45 33 16 25 71 56 19 28 20 63 20 114 36 37 16 24 14 52 25 25 31 29 89 28
internal_value=-7.96945e-05 -0.069814 0.00019805 -0.000144758 -0.0114614 0.00127828 0.0283274 -0.00160129 -0.000779397 -0.0413936 -0.0171134 -0.0351915 -0.0135934 0.00676496 -0.0418133 -0.0793738 0.0180479 -3.9013e-05 0.0156207 0.000794948 0.00179758 0.0197486 0.0295205 0.0150443 -0.00378268 -0.00159802 -0.0425189 0.000705104 0.0305653 -0.0418909
internal_weight=93.2724 0.37002 92.9024 92.3387 10.3144 82.0243 5.79864 2.99521 76.2257 2.8445 9.68957 5.51455 4.03747 4.17502 2.85727 1.52909 3.79378 2.94325 2.56605 73.3812 71.8691 11.4322 9.86783 7.63227 6.01997 60.4369 3.22029 57.2166 4.9207 1.56439
internal_count=2900 96 2804 2754 491 2263 107 62 2156 41 481 212 158 269 139 83 241 221 150 2115 2078 159 115 91 77 1919 56 1863 118 44
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=3 7 22 7 12 15 22 18 8 6 22 10 0 13 5 18 23 18 14 12 20 6 0 17 22 18 6 15 16 16
split_gain=0.162539 0.269964 0.404507 0.349083 0.531582 0.320627 0.418379 0.261618 0.24522 0.374796 0.275558 0.256125 2.01235 1.11362 0.680351 0.650522 0.565894 0.509843 0.614098 0.823946 0.747959 1.0178 0.952491 0.773474 0.607285 0.582014 0.562285 0.73403 1.13785 0.701062
threshold=108.42013948475001 20.778835947700006 -0.082074999999999995 21.725272673150005 219.23896387120001 21.850732508700002 -0.23557500000000001 12.600821109300002 9.5425530862500008 17.765415086100003 0.68694500000000025 66.697957758300021 92.031298721500022 113.13031812925001 20.950952025950006 13.544020937350002 0.25847000000000003 14.597307883300003 148.72666206180003 97.055914627000007 40.621691032550004 16.285380505300001 86.280686780500005 204.53341124495003 -0.0023999999999999998 13.373311100250001 15.955372794750003 37.434800281900003 22.574947209950004 22.624947093000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 6 -1 -3 9 10 11 13 -13 -5 15 -14 -17 18 -15 -20 21 25 -23 24 26 -21 -22 28 -28 -29
right_child=-2 3 -4 8 -6 -7 -8 -9 -10 -11 -12 12 14 17 -16 16 -18 -19 19 20 23 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.078939956977454762 -0.048039042665752728 -0.03026747824379579 -0.058252152568482901 0.091541640833777069 0.023124212251320421 0.055980483554360354 0.037514954537855513 -0.11171153759152988 0.047942387431830269 -0.060292989773276823 0.05366138877697222 -0.11194925304622416 0.080350381331041359 -0.07942228636478027 -0.1068591289360929 -0.00024531047813380712 -0.10643970129122862 0.061893385698132332 0.059453975651500304 -0.064309821418983837 0.039033126297415219 0.0091464907383263811 0.07992106765136392 -0.077387978482628197 -0.053805495778544404 0.011611868981443093 0.016022220547085429 -0.017586740809512686 -0.10668596509538782 0.024298370024758844
leaf_weight=0.48140614286239725 0.7010757936805011 0.75405894283903696 0.52316687354323121 1.4326256432686921 0.90838209773937695 2.5793477997649461 0.85892398350551979 0.82694442743377294 1.0603317036293436 1.0336943573201995 0.95643390204349898 1.7239365754649032 0.99113727989606459 0.95283635146915813 0.60050253081135352 33.469154505102779 0.50943943752281384 1.371852577663957 2.3356585912406436 1.7668700180947761 2.9711933592334416 4.2726998645812273 3.426482642069459 1.6499861765187223 2.4616264688083964 2.3562691947445273 1.3517313906922965 9.114203547243962 1.7137424973770974 7.1161943473271085
leaf_count=43 137 24 73 30 48 96 47 72 23 43 35 75 16 14 54 1407 37 20 24 21 31 70 37 31 42 28 21 143 25 133
internal_value=-7.23438e-05 0.000294894 0.0243398 -0.000931206 -0.0378395 0.0353635 -0.00431214 -0.0728668 0.000154338 -0.000451934 0.000297447 -0.000328123 -0.00643423 0.00481303 -0.00132037 0.00049195 -0.00183748 0.00191416 -6.90586e-05 0.00179618 -0.00172909 0.0191724 0.0406444 -0.0110966 -0.00667346 -0.0209225 -0.001463 -0.00769863 -0.0525774 0.000777725
internal_weight=92.2719 91.5708 4.44284 87.128 2.48939 3.91968 1.34033 1.581 84.6386 83.5783 82.5446 81.5881 37.2942 44.294 35.5702 34.9697 33.9786 42.8613 41.4895 40.5367 38.201 11.8223 7.69918 26.3787 24.7287 4.12314 22.2671 19.2959 3.06547 16.2304
internal_count=2900 2763 259 2504 144 186 90 96 2360 2337 2294 2259 1589 670 1514 1460 1444 640 620 606 582 156 107 426 395 49 353 322 46 276
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=9 8 16 9 15 15 23 23 19 20 19 10 14 20 8 16 3 2 15 0 10 4 6 0 17 2 15 21 10 5
split_gain=0.151062 0.511971 0.614743 0.668698 0.375789 0.614392 0.383975 0.616399 0.491068 0.744348 0.512322 0.587184 0.868781 0.457116 0.443188 0.90742 0.503856 0.439356 0.389946 0.36568 0.762446 0.464468 0.461066 0.35962 0.395413 0.31388 0.294555 0.481405 0.304138 0.282494
threshold=187.70546222865002 8.3434888241000014 22.674946976100003 186.14781787895004 39.940798674500009 38.97275740620001 -0.17732499999999998 -0.23472499999999999 14.451165964200003 44.710446918150005 10.250827068050002 80.677940036650014 277.23638966875006 49.110028829250005 5.9453602998000008 22.574947209950004 85.622014538550019 187.03662689815005 25.787346793900003 85.716110573100011 61.928633034850002 195.32149859550003 16.575387281250006 103.44649194340002 242.64190980425005 387.46054806215005 22.863620006050002 14.673280803050002 73.365333921800001 7.7286379265000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 17 9 14 -11 12 13 18 -8 16 -16 -1 -12 20 21 -2 -23 -21 -25 -14 27 28 -19 -13
right_child=19 -3 -4 -5 -6 -7 8 -9 -10 10 11 29 25 -15 15 -17 -18 26 -20 23 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.086799671209298435 -0.055012942576880955 0.075427245193136774 -0.063114085798766942 0.065400233023468077 0.049676148891367421 -0.15230928567524935 -0.10296508008175589 0.075662413840958537 0.066727697128391217 -0.10512728551595514 8.8681773535231e-05 0.01895478707436276 -0.10520357319232715 -0.059444220945245131 -0.027738572141402962 -0.097841253178150345 0.095315644200152538 -0.10845338305873771 0.091214062569367982 0.0006555164629356375 -0.090563083932220567 0.07028158996981769 -0.019725798811728822 -0.10351549966525818 0.020432913193435338 0.039432767188473758 0.063606189328122217 0.040615769750149161 0.0098587339328657306 0.1026573613115645
leaf_weight=0.50773162839323083 1.1550923052418505 1.0518024000339199 1.2826072726165865 1.8559297287283687 1.5059993277536694 0.26966829597950059 1.189388246417366 1.5282241676686759 0.74636477977037508 0.38941297285055032 0.9013867090689025 0.7553978262003509 0.93669538464746416 0.50671520235482592 0.76422149894642666 1.0559791158884761 0.5893548522144556 0.53450766328023769 0.98031498212367296 64.453729189670412 1.4143574764748335 1.0788877573795619 1.2045171170611864 0.68658664554823079 0.41171264095464721 0.17865829356014729 0.84422244726738416 0.99245026140124537 0.36609145821421407 0.86483647674322128
leaf_count=141 34 18 23 34 29 2 413 59 8 99 49 64 115 36 36 15 10 53 13 1186 96 19 41 174 34 6 32 19 29 13
internal_value=-6.85034e-05 0.007464 0.00380681 0.00850651 0.00207104 -0.00274006 1.65142e-05 0.0232977 -0.0112554 -0.0176427 0.00544866 0.0138522 -0.00916771 0.0248605 -0.0530176 -0.0283629 0.0258399 -0.00136333 0.0475625 -0.00227224 -0.0287599 -0.00333842 0.0228019 -0.000311346 -0.0570517 -0.0820356 0.0144841 -0.00742233 -0.0603598 0.0636329
internal_weight=91.0028 20.598 19.5462 18.2636 16.4076 14.9016 14.632 4.77323 9.85873 9.11236 5.51342 5.124 3.50377 2.38842 3.59894 2.40956 1.35358 3.245 1.8817 70.4049 4.85285 3.4385 2.2834 65.552 1.0983 1.11535 2.73727 1.89305 0.900599 1.62023
internal_count=2900 1316 1298 1275 1241 1212 1210 333 877 869 395 296 219 98 474 61 46 274 62 1584 190 94 60 1394 208 121 133 101 82 77
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=17 21 22 7 7 23 5 16 15 23 21 17 5 20 22 5 10 20 21 5 12 22 21 4 2 22 22 20 2 12
split_gain=0.159839 0.167348 0.478843 0.417968 0.810352 0.677993 0.590126 0.767038 0.655197 0.551286 0.790879 0.779998 1.09039 0.736984 0.666326 0.494505 0.811317 0.617152 0.511656 0.507682 0.432743 0.427664 0.416005 0.762646 0.670333 1.14737 0.741187 0.594416 0.47556 0.440618
threshold=157.96759137085004 2.9845679401500003 -0.62958999999999998 25.027970878050002 25.221560561650005 0.082975000000000021 18.613387752550004 17.654958715000003 23.356956033300005 0.083565000000000014 2.1194692063500002 187.73134645290003 19.812684199800003 41.322103772800006 -0.090694999999999998 21.125470787600005 62.197478847950002 42.541806567400009 1.8462237188500004 18.152162791050003 124.89425631215002 0.68694500000000025 4.3636502323000004 169.78633280640003 130.66276448315003 -0.040019999999999993 -0.11420499999999999 39.945535567850008 225.03577181225003 269.99091998845006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 21 7 8 -7 15 11 14 -13 -14 -11 19 17 18 -17 -4 -16 -6 23 -3 26 28 -25 -28 -26 -30
right_child=1 22 3 4 5 6 -8 -9 -10 10 -12 12 13 -15 20 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.070436182638918418 -0.10667000190081857 -0.085296602900794216 0.023540001813212079 -0.11647116222762428 -0.09550635603286517 0.022130230497423853 -0.069785209033304194 0.086852126469558491 -0.10722407010738627 0.078451787974296208 0.049077280433336506 -0.088217294396388868 0.02141605060343205 -0.055812785598039538 -0.07056295741747029 0.029928020006945832 -0.071435013497783542 0.0989506765778774 -0.1111213506016239 0.083498470700371363 0.029887589263044884 0.064949372438280445 0.00065071728243046864 0.075053183995269057 -0.10988712891872615 0.039108657749218574 0.042278296694786388 -0.071925403883415437 0.038568716729822587 -0.085486240586729725
leaf_weight=0.32165796097797184 0.37025239609647798 1.598768114388802 3.0484376389940788 0.69750009476410824 1.0069687110044467 1.8893099100259867 0.69192090386059124 1.4866389625531153 0.49394361210579507 1.5338940578258191 2.800475242722313 2.1561643447857932 3.693363758851774 1.8569152900017796 0.73073962144553473 0.95959952918929114 1.0207090440671889 0.9205938821833114 0.35134116011613514 2.6309735478280345 1.0381695699397822 0.19892299360799359 50.958887606622739 1.5357086590083784 1.5630272922571746 1.3402798886672829 0.84769138874253236 0.98571515759977046 0.55803010438103207 0.58798537617258262
leaf_count=96 18 31 72 25 132 151 30 21 26 41 49 54 58 34 23 82 43 13 13 46 31 7 1581 25 70 42 16 26 12 32
internal_value=-6.97133e-05 0.00018303 0.00633881 0.00777143 -0.0146647 -0.00235308 0.0152747 0.030483 -0.00467923 0.0141499 0.00162844 -0.0104413 -0.0278667 -0.00442182 0.0302174 0.0335099 0.0024157 0.0361952 -0.00787419 0.0513156 -0.0116087 -0.0690377 -0.00285265 -0.0226512 -0.00915036 -0.0365696 0.0238047 -0.0191223 -0.0740109 -0.0250801
internal_weight=89.8746 89.5529 29.5768 29.2066 6.46521 5.76771 4.56181 3.86989 2.38325 22.7414 13.8097 11.0092 7.70644 5.55028 3.3028 8.93165 3.25224 2.23153 1.31094 5.67941 1.76891 1.20589 59.9761 9.01721 7.41844 4.04932 3.36912 1.83341 2.70904 1.14602
internal_count=2900 2804 969 951 392 367 228 198 177 559 290 241 146 92 95 269 151 108 95 118 54 139 1835 254 223 156 67 42 114 44
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=20 6 20 22 19 7 2 9 9 17 9 22 3 20 17 9 23 10 22 0 22 21 15 22 22 15 22 2 23 23
split_gain=0.14474 0.181484 0.168054 0.835769 0.323954 0.299309 0.505653 0.176733 0.533319 0.53269 0.406612 0.610286 0.745856 0.794374 0.49529 0.304965 0.532006 0.582589 1.25183 0.964644 0.564525 0.413693 0.342418 0.303642 1.07833 0.904233 1.09009 0.903424 0.725424 1.4102
threshold=31.796797363700005 14.905348261050003 34.542090938800008 0.15973500000000004 14.051133688400002 24.199020305550004 69.280267125550012 216.18094582280003 219.38617924735004 204.43529195140005 223.24918598180003 -0.0086649999999999991 87.114108800950007 41.590548329450009 207.35596244665001 207.37918994975004 0.10872000000000002 66.697957758300021 -0.060760000000000002 87.568458224950021 -0.23059499999999997 2.7924425290000001 33.551906023850009 -0.088099999999999998 -0.085734999999999992 39.283112803100003 -0.22699 132.99388411665004 0.083415000000000031 0.093295000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 9 -9 14 12 13 -12 -10 23 17 19 20 -17 -19 -20 -18 25 -25 -4 -27 -28 -26 -30
right_child=2 -3 7 -5 -6 6 -8 8 10 -11 11 -13 -14 -15 -16 16 22 18 21 -21 -22 -23 -24 24 28 26 27 -29 29 -31
leaf_value=-0.11339331313396364 0.060789385031705126 0.019736523273767462 0.00084167324117859384 -0.074300286654715386 0.10470866135960438 0.075365119963867355 -0.10989798276743792 0.076872891951054845 -0.094592525702718061 -0.018415470637548195 0.04058544378654369 -0.083350965116233022 0.09617804557447103 -0.10779493054677768 0.014936881470926019 -0.055108383091432747 -0.026206914015608502 -0.010334568692901065 -0.043095130773158102 0.057540761672890996 -0.10453082454083654 0.042959146923636532 -0.12879079490664713 0.069013535508541377 0.02254787032917531 0.030143058695117731 -0.0069244227291970053 -0.11193726360291034 -0.039359897263228007 0.010086682558704319
leaf_weight=0.24815562186813522 0.93733288084331412 0.17433260497637093 22.968070834382157 0.67607886423866137 0.77705191634595383 0.25987480918411165 0.34016619787871605 1.9754010286414989 0.93214074066054287 0.83451171187334683 1.0568741034621782 0.53262227449886301 1.1231608400121329 0.5478264309640507 0.7410957615065854 1.1043240641592986 0.64820606651482993 0.93153017842996533 0.77469601318080217 2.4392472906038165 2.007025276543573 2.0031023641786305 0.65335674164816737 2.5499508674802192 11.485096321521274 1.3557486706995403 1.2622851803898805 2.3340407849027542 9.042074369615877 15.927737462981893
leaf_count=99 37 45 921 16 11 5 39 44 45 30 45 26 19 37 28 38 32 31 25 38 92 43 17 44 402 30 16 73 275 297
internal_value=-6.79722e-05 -0.0584595 0.000211665 0.0235121 0.0520846 0.0254862 -0.0296614 -0.000605887 0.0137988 0.0485733 -0.00600647 0.0145591 0.0336763 -0.0100699 -0.0460807 -0.00204542 -0.0178377 -0.00942323 -0.0291719 0.0224346 -0.0746704 0.0189596 -0.0777018 0.000446766 0.00614561 -0.0075146 -0.0462716 -0.0750785 0.00174812 -0.00781893
internal_weight=88.6431 0.422488 88.2206 2.9905 2.31443 1.53737 0.600041 85.2301 7.74363 2.80991 4.93372 3.26048 2.72786 1.6047 1.67324 77.4865 10.5615 9.25993 5.71635 3.54357 2.93856 2.7778 1.30156 66.925 39.0049 27.9201 4.95207 3.59633 36.4549 24.9698
internal_count=2900 144 2756 108 92 81 44 2648 274 74 200 127 101 82 73 2374 316 267 191 76 123 68 49 2058 1018 1040 119 89 974 572
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=21 21 12 22 15 17 18 20 9 12 8 9 9 10 15 5 22 4 0 22 22 9 9 20 21 9 21 9 2 0
split_gain=0.129353 0.911924 0.775207 0.400464 0.404289 0.358452 0.675496 0.926321 0.815252 0.833712 0.663851 0.826702 0.58406 0.571435 0.816035 0.570029 0.594228 0.56543 1.08668 0.968863 0.676217 0.655577 0.58566 0.516351 0.910207 0.606125 0.899078 0.840577 0.446401 0.650357
threshold=3.5085246469500002 3.8005420560000007 195.51336019310003 -0.62958999999999998 46.810838056050009 187.98346801990002 13.303774303900001 42.131954243650007 203.09362050815002 96.350437043050007 8.543332867800002 201.78065190905002 207.13025159505005 62.55235532115001 23.969938375100003 21.197160116700001 -0.085249999999999992 277.00048312305006 87.29692395375001 -0.011399999999999999 -0.093604999999999994 195.07922778810004 195.07922778810004 39.646013290900008 6.5006332158500006 198.78883073475004 8.5501791199000028 195.74493321760002 198.05499231840002 105.70748523110002
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 7 -7 9 -8 11 17 -10 -14 -15 -9 -17 18 -11 20 22 28 -20 -3 -25 27 -27 -26 -19 -30
right_child=1 5 -4 4 -6 6 8 15 12 10 -12 -13 13 14 -16 16 -18 21 19 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.10198459250537784 -0.13716511184175476 0.02938166358075156 0.0065074632700214026 0.0081097848954938944 -0.063530240715790914 0.057190047902442288 -0.12735353347055561 0.057609264476241623 0.046893614891302282 -0.075798283300198152 -0.080487289365334044 -0.071227413959572258 -0.059393023629228381 -0.051003695054254762 0.029976238554762322 0.00088040436204876228 -0.11421530602539461 0.05528825579139264 0.037319513614242211 -0.076271537209975745 0.068936049801414323 0.054149223541494963 -0.068757022122028749 -0.076613196649662055 -0.0085480172384869296 0.049573115808795698 -0.11580048489209827 0.097697098765124002 -0.051873086323223697 0.031894222593836286
leaf_weight=0.3456621829536769 0.9194616587483313 2.2753712121557319 0.63485863239475293 30.300315818049061 0.80876174126751621 4.8270773306721813 0.64008312998339789 0.7336923070251945 4.3891407984483513 2.3098813662654782 1.2916528838686634 1.7588916001841415 1.2854703877819682 1.5792478721996301 5.8686035245773382 1.088659995526541 0.76293716812506285 1.0160978755011436 1.129614226389094 1.1179833538189994 2.0800052658305508 3.2527220065239817 0.96522091276710842 2.4764779006545714 7.2574381995691493 0.47136737586697464 1.0865527908608781 0.82980664962087747 2.3720200819952884 1.5212383544494512
leaf_count=19 25 80 35 1040 33 55 15 9 79 32 23 28 24 92 141 27 30 54 41 52 30 59 21 144 414 21 43 8 125 101
internal_value=-7.26418e-05 -0.00295745 -0.0784824 0.00505793 0.00624732 -0.000799045 0.00407204 0.031319 -0.00212738 -0.0151193 -0.0113011 -0.0062015 0.0171344 0.00217823 0.0128052 -0.0169858 -0.0465439 0.00105351 -0.0185693 0.00640641 0.0285468 0.0193315 -0.0115565 -0.0143294 -0.0225344 -0.00864922 -0.0657647 0.00235346 -0.00373715 -0.0191421
internal_weight=87.3963 55.9416 1.55432 31.4547 31.1091 54.3873 39.9902 7.41237 32.5779 19.4554 18.8153 17.5237 13.1225 8.73332 7.44785 2.58529 1.8516 15.7648 7.60271 5.29282 4.17484 8.16208 2.09484 14.397 12.1216 9.64517 1.55792 8.08724 4.90936 3.89326
internal_count=2900 1808 60 1092 1073 1748 1038 121 917 581 566 543 336 257 233 66 57 515 176 144 92 339 62 710 630 486 64 422 280 226
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=5 5 10 23 21 18 0 10 20 22 4 13 10 2 7 16 15 5 10 16 10 10 15 16 0 3 22 2 2 13
split_gain=0.136812 0.444482 0.351539 0.250615 0.457724 0.238463 0.412247 0.658318 0.634201 0.52639 0.639648 0.468258 0.435985 0.392284 0.463335 0.567931 0.778353 0.336956 0.691137 0.453637 0.449851 0.401266 0.268291 0.627972 0.260394 1.2414 0.703007 1.10897 1.2317 0.862365
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 0.074640000000000026 20.770927814650005 16.873483924050003 98.851916998450022 80.468240302450013 42.406961525800007 -0.22573999999999997 181.76113425110003 98.238948544700023 78.285212300550015 148.65120700310004 26.565321014450003 17.654958715000003 20.937157557000003 16.316541761950003 75.645146416450004 15.604963508800003 72.496961945650014 75.465019721650009 19.112687623850004 9.5499776680000021 94.047642319350018 84.968719212850019 -0.054494999999999995 84.67958245200002 121.41360778140002 104.19119484555002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 9 11 12 -11 -9 -8 -7 -15 16 22 19 21 -2 -21 24 23 -16 -19 26 27 -26 -29 -30
right_child=5 -3 -4 4 -6 13 7 8 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.062484275848027418 0.056266809124227504 -0.10278479180115714 -0.10144906720760059 -0.10196823680026899 0.078819186283937553 -0.10639278870309954 -0.054138479410643148 -0.10542585544062875 0.079716245265150934 0.008435438555597306 -0.095981825263937809 0.021030407606191882 0.08167618757059053 0.075356856398194422 0.062422595470376409 0.096219819711764312 -0.10540299556079696 0.0025688079972611189 -0.08984421928347304 0.023903434418074906 -0.077189654680350592 0.066732612779733677 0.070318764585694721 -0.10394095932921761 -0.1136426456675997 -0.080456072203290221 0.036850297846031145 0.052594543302688396 0.053236102733525095 -0.10901842252649448
leaf_weight=0.72672139760106735 2.5070707697886965 0.54731296684985853 0.27248048452929641 0.33279818429218722 0.24179490655660629 0.22302295044209941 0.45846171546145331 0.48364610222051874 0.95862085407134134 0.78741283947601859 2.30127042697859 0.74216391530353576 0.48790282919071615 1.4614988088724201 0.50075452879536964 0.55988939851522435 0.68393110908800725 56.336020824521256 0.85254822765273175 1.4431021727650661 0.63336461115977716 0.90950363129377265 0.66991603845963255 0.41487803618656471 1.0313495127484191 2.2494101224147007 3.5673392204334951 2.166208447539248 0.457680663850624 1.1522078894777221
leaf_count=23 45 192 207 89 6 52 31 77 32 22 129 19 12 39 36 11 47 1317 24 39 43 12 15 74 32 85 55 32 31 72
internal_value=-7.73321e-05 -0.0251597 0.00183569 0.0234623 -0.025891 0.000555735 -0.000713355 -0.0254316 0.0187861 -0.0493695 -0.0693622 -0.0288632 0.0158814 0.0229144 0.0296353 0.00601806 -0.0162351 0.00138382 -0.000367116 0.027636 -0.00693201 0.000756854 0.0222278 -0.0129576 -0.000139278 -0.0144992 0.00321635 -0.0217415 0.00335902 -0.0628905
internal_weight=86.1603 2.12111 1.57379 1.30131 0.574593 84.0392 79.5253 6.21948 2.18443 4.03505 3.08868 1.22581 0.946365 4.51389 4.29087 2.82937 2.26948 73.3058 68.7223 4.58354 2.07647 67.8697 1.58555 0.915633 66.9602 10.6242 8.37479 4.80745 3.7761 1.60989
internal_count=2900 517 325 118 95 2383 2109 322 128 194 151 96 43 274 222 183 172 1787 1660 127 82 1636 125 110 1624 307 222 167 135 103
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=9 17 9 9 23 16 16 22 21 10 10 2 22 17 9 20 10 16 3 22 2 17 23 9 10 15 18 23 20 7
split_gain=0.131236 0.246644 0.206616 0.373852 0.413796 0.303386 0.376339 0.360637 0.326199 0.360589 0.280817 0.249791 0.533767 0.222823 0.21742 0.375211 0.546005 1.04616 0.964552 0.797856 0.460974 0.378322 0.261214 0.234493 0.560819 0.264208 0.844945 0.740999 0.718265 0.677146
threshold=233.97947574895002 239.21206428850002 216.18094582280003 216.74970536510003 0.076825000000000018 14.274966618900002 15.504963742650002 -0.59511499999999995 6.7785388507500013 62.55235532115001 64.071334164850015 357.36576196840008 -0.037524999999999996 214.76367417690003 207.37918994975004 42.599563320500003 66.697957758300021 18.934955721800005 91.512426302350022 -0.060760000000000002 173.78410684300005 197.05557773135004 0.083795000000000022 206.36238950785003 69.873026810350026 28.566186095050004 13.849588037450003 0.11467000000000002 36.82350895510001 24.701534972700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 -4 -5 7 -7 -6 9 -8 -11 14 -13 -12 23 16 18 19 -16 20 -18 -21 -17 25 -25 -1 -27 28 -28 -30
right_child=1 -3 3 4 5 6 8 -9 -10 10 13 12 -14 -15 15 22 17 -19 -20 21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0097287809599108238 -0.11030721289854584 0.021144210219846374 0.090165739603262851 -0.07663260917392975 0.057531624554212915 0.084280782328161788 -0.029056072643725631 -0.10614983710000446 -0.041593636332373847 0.10343507480687464 0.052958688707947954 -0.11019145796985552 0.042833620097047338 -0.02029108537590377 0.077947796589007634 0.005109684238491112 -0.090262286147407403 -0.11111832144595193 -0.034244560582264924 -0.023472536451094695 0.010873251893110888 0.061085257214207239 -0.084281370233283567 0.085875611173673594 -0.020789087515218702 0.0040165326853359414 0.011248169600546859 0.050700384374581943 -0.069317925486690482 0.0015161654298697297
leaf_weight=20.76223332758309 0.30027539075672294 0.27206829212082084 0.63246072380570595 0.51219800912076596 0.20466629510337953 0.88875918672420073 0.84910406428389285 0.39324065749678982 0.87680593688855868 0.64103540405631099 1.1423452905146403 0.59713847619423177 0.36867616027666272 0.65249182865954924 1.7090876558795556 0.45812846906483073 1.1727394119661751 1.1193944476544855 1.3891513899434356 0.76837834443722552 0.73197826760588203 1.6992642911209257 1.141174034670257 1.0417916997103009 0.9356109247310086 32.764542495613568 2.3477141966577602 1.0712313554831769 5.602513860212639 1.7778356150374746
leaf_count=1376 25 19 11 27 6 18 28 46 32 9 34 59 24 31 28 16 64 28 39 25 41 36 44 18 36 556 37 18 125 44
internal_value=-9.76621e-05 -0.0478207 0.000226533 0.0169487 0.00943218 0.0172365 0.0252106 -0.0501209 0.012596 0.0270599 0.046621 -0.00124 -0.0517779 0.0263296 -0.0006019 -0.0142018 -0.00592171 -0.0248584 0.0276443 -0.00277446 -0.0513962 0.0347555 -0.0586748 0.00148809 0.0354071 0.000445407 -0.00397899 -0.028237 -0.0369294 -0.0522549
internal_weight=84.824 0.572344 84.2517 6.79311 6.16065 5.64845 5.05054 0.597907 4.16178 3.28498 2.43587 77.4586 0.965815 1.79484 76.4928 10.1893 8.58999 5.49175 3.09824 4.37236 1.90472 2.46764 1.5993 66.3035 1.9774 64.3261 43.5638 10.7993 9.72806 7.38035
internal_count=2900 44 2856 242 231 204 152 52 134 102 74 2614 83 65 2531 321 261 194 67 166 105 61 60 2210 54 2156 780 224 206 169
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=5 5 17 10 23 21 18 0 21 6 10 7 23 3 6 22 17 9 7 16 15 9 22 6 15 16 10 7 5 2
split_gain=0.129461 0.399005 0.321835 0.360898 0.246011 0.347335 0.195338 0.37265 0.762008 0.650276 0.59287 0.57256 0.494848 0.491907 0.771699 0.432647 0.342035 0.340562 0.327968 0.555681 0.696847 0.400228 0.277014 0.390299 0.272999 0.564693 0.269041 0.264764 0.397038 0.251772
threshold=7.7286379265000011 5.2595069053500012 201.37020668845003 90.740838818900016 0.074640000000000026 20.770927814650005 16.873483924050003 97.835679825150024 5.597634825300001 11.585270688000001 80.677940036650014 25.396105459650006 0.11308000000000003 82.979260196300018 14.815346158200002 -0.14228499999999997 209.52161856205001 190.07378137140003 26.565321014450003 17.654958715000003 20.937157557000003 219.38617924735004 -0.08756499999999999 13.705320222600003 19.112687623850004 9.5499776680000021 81.320481529800006 25.178984058200005 17.021905087450005 188.32206997295003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 22 27 15 -13 16 -11 -15 -17 29 20 21 24 23 -10 25 -20 -12 -2 -29 -8
right_child=6 -3 -4 -5 5 -7 18 8 10 12 26 13 -14 14 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.086944436845022566 0.00051329227934804311 -0.10255292446493665 -0.10583747469752421 -0.10156151764595354 -0.10221353267043705 0.075062785002989685 0.011352493650861828 0.055374328469477513 -0.085649188658563913 0.0079259700850555573 0.058844985957131779 0.077138097566621197 0.047291552253333799 -0.10625511875418177 0.057614942602813503 0.017742986530080537 0.0014944643179734759 -0.10884574895251749 0.073653788993343558 0.094695180637409435 -0.10487208262212649 -0.10431275647596523 -0.11310874629489241 0.038342884447192103 0.093582164175660926 -0.10355096605195863 -0.053289032763462946 0.015527674749223189 -0.073935238625914459 0.095593920142552344
leaf_weight=0.59528350192704127 63.299723506795999 0.50038728427170998 0.23754870787706739 0.2005683492279785 0.21602402703865664 0.226301658898592 0.61503343109507003 1.6649777183483809 0.80375805773655928 0.8649158499320041 0.52630399726331223 1.7823479099897657 0.74765234347432841 0.57506165420636557 1.4658539635129271 0.26664085662923787 0.6040697458665818 1.0471105384640393 0.43084033329068983 0.51278170361183573 0.6812685037148184 0.23008261845461664 1.3313666247413494 0.37107287836261094 0.53276950074359775 0.30866392454481684 0.36054203609819524 0.85883841197937671 1.1744443932548163 0.83840833633439615
leaf_count=17 1559 192 107 141 54 6 31 74 63 30 11 33 16 44 22 9 17 60 41 11 52 44 70 9 9 64 42 17 33 22
internal_value=-9.34559e-05 -0.0253856 0.000780132 0.0212351 0.0449715 -0.0115158 0.000516844 -0.000611513 -0.021076 0.00548155 -0.0570122 0.00173072 -0.0229058 0.0365325 0.00917003 -0.0469953 -0.0510549 -0.0831531 0.0216559 0.00101604 -0.0209827 0.0170584 -0.081878 -0.046486 0.0390076 -0.000310241 0.0132576 -0.000627643 -0.036147 0.0599466
internal_weight=83.8706 1.97611 1.47573 1.23818 1.03761 0.442326 81.8945 77.7447 7.98434 4.5913 3.39304 69.7603 2.92632 4.42733 2.64499 2.17867 1.17913 1.31375 4.14985 2.69641 2.18362 1.50236 2.5062 1.17483 1.27227 0.739504 0.886846 65.333 2.03328 1.45344
internal_count=2900 517 325 218 77 60 2383 2109 384 189 195 1725 115 116 83 99 61 69 274 221 210 158 142 72 114 105 53 1609 50 53
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=13 13 22 6 5 16 19 6 6 16 2 0 22 21 19 3 21 21 23 22 13 15 21 0 16 19 21 10 0 13
split_gain=0.126767 0.404317 0.373514 0.301941 0.352642 0.48949 0.316426 0.600587 1.09991 0.520385 0.86821 0.445624 0.366259 0.605966 0.548499 0.642615 0.30124 0.620869 0.595978 1.02853 0.639628 0.667667 0.54411 0.812156 0.807182 0.748469 0.730081 0.867828 0.857965 0.77693
threshold=95.870416931800023 96.429616222950017 -0.24103499999999997 6.9451622726000011 13.361597395450001 13.534968349350001 11.850956171350001 13.665319288000001 13.775321858200002 17.164959860850004 187.03662689815005 101.99741301110002 -0.50001499999999999 5.2269517379000012 12.250988447150002 81.968399939250006 2.6263314141000005 2.1194692063500002 0.083415000000000031 -0.092864999999999989 109.57886493895002 42.80317728375001 5.7087410616000005 94.157869102700019 19.044955464600005 12.851036860900001 6.1140733482000007 66.697957758300021 90.337570099350003 117.55283175385001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 11 -11 -8 13 -10 -14 -16 17 18 20 -20 -17 -22 -18 24 -24 -25 -26 28 29 -28
right_child=1 3 -4 4 5 6 7 8 12 10 -12 -13 14 -15 15 16 22 -19 19 -21 21 -23 23 25 26 -27 27 -29 -30 -31
leaf_value=-0.10318168143528191 0.068886076082787365 -0.065299595535015589 -0.0067456940726168362 0.034190063827995457 -0.077492935903412441 0.044038117322300875 -0.093592310374096099 0.079534890643163297 -0.07158013157153624 0.04459412603697864 -0.07377879639704904 0.001973328054946192 0.081294543957555185 0.028145878892969146 -0.083656098824925196 -0.019862538817459516 -0.019989888302424152 0.059546047242613413 0.034167573525560331 -0.031884553808495184 0.070711219446649987 -0.030919707002883164 0.071590933108467855 0.01758245599722217 0.076675815736926944 -0.090400096451837997 -0.018668154149940674 -0.085007804382362898 0.091225184769995402 0.02101100648512531
leaf_weight=0.44878374516883912 0.86289276333991338 0.70053270157950365 3.8227355983835869 3.0121928803855544 0.82115557846554921 1.6064587475266296 1.7701024552225129 1.7663638833910216 1.7399180712527518 1.5457515843445437 1.0341500295326111 0.673626661999151 0.84166338733485346 0.93765815091319371 0.90436123276594926 1.7996973697445415 13.497011248582565 2.3747109245741731 3.5672680920979509 6.9511798371095157 3.4007642529322766 0.79811372933909286 1.9632382523123002 1.0599522333359339 1.3334348499192881 1.6274988775840027 10.31483314721846 1.1268683746457089 1.0956153236329544 9.4606860914500412
leaf_count=146 33 125 627 98 106 48 111 33 55 41 50 29 29 25 25 39 297 48 58 142 91 21 98 24 22 79 164 30 15 191
internal_value=-0.000100467 0.000811433 -0.0168777 5.56756e-05 0.000650079 -0.000714953 0.000146447 -0.000838546 0.00167784 -0.0341796 -0.0028555 -0.0672491 -0.000444618 -0.0366572 0.00111634 1.50289e-05 0.00126843 0.0117354 0.00486152 -0.00948337 0.0300152 0.0513934 -0.00349878 0.00445561 0.0100087 -0.0478109 0.00482683 0.000471622 0.0050868 0.000314512
internal_weight=82.8592 78.5877 4.27152 77.7248 77.0243 74.0121 73.1909 71.5845 66.5608 5.02363 2.5799 2.44373 64.7945 2.67758 62.1169 61.2752 60.3709 18.8917 16.517 10.5184 5.99858 4.19888 41.4791 27.9821 25.2947 2.68745 23.3314 21.998 20.8711 19.7755
internal_count=2900 2127 773 2094 1969 1871 1765 1717 1486 231 91 140 1453 80 1373 1344 1319 399 351 200 151 112 920 623 520 103 422 400 370 355
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=3 16 7 22 7 12 18 15 16 13 3 20 18 6 22 17 13 20 13 9 21 8 10 16 5 13 3 23 8 23
split_gain=0.15278 0.218542 0.190951 0.300736 0.294482 0.398915 0.253877 0.238445 0.362766 0.220302 0.481095 0.373429 0.320789 0.423679 0.422395 0.334529 0.287531 0.261491 0.25928 0.269563 0.527562 0.360936 0.328972 0.257753 0.429792 0.271182 0.372138 0.457738 0.2952 0.641365
threshold=108.42013948475001 21.084950694200003 20.778835947700006 -0.082074999999999995 21.725272673150005 219.23896387120001 12.600821109300002 21.850732508700002 14.614965823850001 95.870416931800023 75.559115756250023 45.027406014450008 17.327266398450003 11.060258421150001 0.25828500000000004 215.30533467345003 92.692659421600013 44.269496632500008 73.376087754350024 38.559541491950007 18.904039828500004 5.2459061469000003 87.184008712350007 14.184966829400002 13.361597395450001 99.739108181550009 79.47351079420001 0.10017000000000002 7.943800736700001 0.089185000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 -1 10 16 12 13 14 -11 -14 18 23 -6 20 -20 -21 -23 24 -15 -25 27 -27 29 -28
right_child=1 -3 4 -5 9 -7 -8 -9 -10 11 -12 -13 15 17 -16 -17 -18 -19 19 21 -22 22 -24 25 -26 26 28 -29 -30 -31
leaf_value=0.031660304773477581 -0.075397186878448819 0.085194300486580998 -0.024347017122781277 -0.055531833637613374 -0.1061151487779125 0.020189479015086168 -0.11004034602083718 0.050396999455496833 -0.089259921593343325 -0.10426359489157931 -0.10410403640527424 0.051873859749517609 0.091933050035639438 0.021466668128030799 0.064388609408659231 0.0064214160236542627 -0.10254321278392711 -0.052910300166031467 -0.081054314080790446 0.078995277257855392 0.057083609787102099 0.091372700028654247 -0.10186433728716981 0.064601442024202135 -0.098165631402797368 -0.10059724561156019 0.067972289280937112 0.018705135413311078 0.00064631913371334217 -0.024074011402199474
leaf_weight=0.81951672365903572 0.52293328657469729 0.1011275858618319 0.65872203907929294 0.44572697178227727 0.20003546910629699 0.77687741985573655 0.72759502856933977 2.3055016451398842 0.35582297401560936 0.70962984664947626 0.62024639215815103 1.4394191630562989 0.76716182008385558 0.54293432552367338 0.18780397887894651 1.1333686590660361 0.28456735164945701 0.91448049386963148 0.65938394641307263 0.89002402491314547 0.47608564328402281 0.13353062298847362 0.25894865247573762 0.680068489164113 0.67199142613389995 0.77827371208695584 1.9330914838938036 0.54808421316556633 59.748684831603896 1.2442332771606741
leaf_count=57 134 3 24 73 134 48 72 96 33 99 109 78 17 12 9 37 68 22 180 65 17 5 140 15 64 41 43 16 1145 44
internal_value=-8.44843e-05 -0.0493737 0.000295676 0.0218063 -0.000801453 -0.0371756 -0.0693223 0.0317095 -0.00494715 0.000250166 -0.0241612 0.00145631 0.000417482 -0.000715725 -0.0689701 0.0409388 -0.00707832 0.000197668 0.00329835 0.01235 -0.0231351 0.0437668 -0.0361206 0.00093188 -0.0447035 0.00178575 0.00112088 -0.0512985 0.00222578 0.0319272
internal_weight=81.5359 0.624061 80.9118 3.92657 76.9852 2.16319 1.38632 3.48084 1.17534 74.822 3.52282 71.2992 69.8598 67.9593 0.897434 1.90053 2.90258 67.0618 2.61801 2.41797 1.13547 1.2825 0.392479 66.1474 1.21493 64.9324 64.2524 1.32636 62.926 3.17732
internal_count=2900 137 2763 259 2504 144 96 186 90 2360 718 1642 1564 1510 108 54 609 1402 541 407 197 210 145 1380 76 1304 1289 57 1232 87
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=15 22 2 5 19 10 22 23 5 21 10 17 0 22 13 20 20 9 22 2 12 22 18 20 13 12 17 22 10 22
split_gain=0.122479 0.657355 0.310836 0.164758 0.151938 0.377026 0.197427 0.537636 0.466057 0.668435 0.56722 0.617663 0.288087 0.272061 0.706196 0.578797 0.58379 0.60315 0.438452 0.415093 0.358666 0.399991 0.385513 0.331571 0.638105 0.777843 0.613841 0.603691 1.21675 0.773389
threshold=46.810838056050009 -0.082314999999999985 248.59864686230003 26.225713454500006 14.651182102100002 61.987779113750001 -0.25167499999999993 0.10818500000000002 16.069922422900003 5.9038172716500013 62.079186690200011 191.89151741935004 101.33605231100002 -0.14228499999999997 117.50981642375002 44.215931556700006 40.380906245900007 201.63419974125003 -0.13820499999999999 313.37633693555006 322.29449443480007 -0.23871499999999998 11.639306137250001 41.495754733000005 98.238948544700023 226.84167522285003 188.16174763880002 -0.024989999999999998 62.837331883000012 0.049235000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 7 8 9 12 -10 -12 -1 14 15 16 17 19 -15 -8 21 -17 -23 24 -20 -26 -25 -28 -29 -30
right_child=1 3 -4 -5 5 -7 13 -9 10 -11 11 -13 -14 18 -16 20 -18 -19 23 -21 -22 22 -24 26 25 -27 27 28 29 -31
leaf_value=0.056996671944667322 -0.051587635860156605 -0.10893525687027839 0.062215228798646799 -0.026954904368845845 -0.02318151563338006 0.049806483051955328 -0.080432033501081301 0.045007094028455624 0.025870512427252097 -0.092782425311806763 -0.022914214152313643 -0.11900354981161106 -0.047994113210330702 -0.062367005724640538 -0.11093254715206638 -0.10302221046973381 0.067207366222301196 0.10231636093950931 -0.084397834585753589 0.079816365453989624 -0.068402447567688249 -0.10864308182454166 0.030768878809855568 -0.041057600064836476 0.0019319834231533118 0.044295918393624102 0.0094178527111209442 -0.094284346605497338 -0.068683054023786619 0.037800219330096502
leaf_weight=1.3649017601273947 0.33920195428072497 0.68879118724726029 0.82072167316800915 0.38060972595121711 1.1297212885110632 1.8946904465556142 0.81638595526237245 1.172676297748694 0.72512586713128291 0.5199322850385214 1.2631597913277803 1.4220932137686757 0.32324309476462065 1.1488903781864781 0.41076328446797639 0.28934870197554063 3.5726196178147802 0.35728171064329206 0.75629961667072976 0.20154993653704878 0.73800167386070814 0.21438508667051959 2.6524416451284196 4.7668797237138305 27.953629407573317 5.1294000965135629 14.480905631739009 1.8905711214465526 0.96696319873444769 2.3151468851137906
leaf_count=31 39 35 27 20 29 26 112 37 32 59 54 46 98 34 53 61 104 12 239 10 83 9 165 312 526 131 321 44 44 107
internal_value=-9.11552e-05 -0.0232044 0.0289353 -0.0797577 0.000565432 0.022543 -0.000315507 -0.0165804 -0.0294349 0.00635871 -0.0526097 -0.0738025 0.0368932 0.00129321 0.0172434 0.0231979 0.0458959 -0.0094682 -0.00119099 -0.0487031 -0.00564157 0.00903367 0.0203435 1.54067e-05 0.0064241 0.00850035 -0.0088651 -0.00105696 -0.0303812 0.00642851
internal_weight=80.7063 2.22932 1.15992 1.0694 78.477 3.02441 75.4526 6.79113 5.61846 2.20808 3.41038 2.68525 1.68814 68.6615 9.25278 8.84201 4.94784 1.37522 59.4087 1.01794 3.89418 3.15618 2.86683 58.2598 33.8393 33.083 24.4205 19.6536 5.17268 3.28211
internal_count=2900 121 66 55 2779 55 2724 357 320 188 132 100 129 2367 609 556 238 134 1758 122 318 235 174 1724 896 657 828 516 195 151
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=9 8 16 9 12 2 9 0 9 0 3 15 23 0 18 5 16 19 15 15 16 16 8 20 18 3 7 21 8 6
split_gain=0.121791 0.435062 0.449254 0.526665 0.344964 0.600547 0.353929 0.464233 0.416386 0.2922 0.718421 0.454706 0.328172 0.296423 0.831012 0.444047 0.623661 0.926291 0.761746 0.652307 0.864719 0.827331 0.540409 0.42921 0.411622 0.678203 0.440127 0.395809 0.413112 0.32515
threshold=187.70546222865002 8.3434888241000014 22.674946976100003 186.14781787895004 98.870599058600007 58.396949525950006 180.71687340240001 85.872041144650012 178.29644791375003 85.716110573100011 94.187442142150019 43.376643616500012 0.08494500000000002 98.615332683000005 15.606027545000002 16.316541761950003 15.444963882950001 12.651020723000002 27.008040895250005 28.566186095050004 18.634956423400002 18.744956166100003 8.4434108459500017 42.622319549950006 15.042884401850001 85.54673771085001 24.976928324600003 6.9100674136500011 8.1436447804000007 12.185284707250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -6 10 -2 12 -12 15 -15 -11 -17 -18 -19 21 22 -20 -21 27 25 26 -22 28 -16 -29
right_child=9 -3 -4 -5 6 -7 7 -9 -10 13 11 -13 -14 14 23 16 17 18 19 20 24 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.060208732577559036 -0.087328357030650533 0.072921489926745506 -0.055419269227248914 0.061420260617268609 0.0016389603050774978 -0.097575551702552832 0.089393716587721883 0.0072520288659137276 -0.097985708498471602 0.041898857651876863 0.03132986233276807 0.051874371226046725 -0.056686732905976457 -0.10577274157208871 0.042581482748679178 -0.061207061581760883 0.080643765045345178 -0.0641552928160872 0.081178930821628692 -0.11050472596183275 -0.11305273056472542 -0.015729614514823961 0.03793127118377556 -0.077539115702545125 0.041808715702958993 0.0013924593576596824 0.0044672203851462075 -0.1051938443525121 -0.053744099895315194 0.0020481871739217125
leaf_weight=0.34332731936593208 1.3631113207084116 0.9543087799102058 1.2009521847357962 1.6524897252165818 9.1090092806389258 0.81112291933095548 1.0664401348913082 1.9390282516833393 0.43978467466513471 2.6652178268413982 0.62022072117542881 1.087251040531555 1.3363671878250896 0.97646906771114927 2.5532912014332401 1.6107537215575565 1.454177199397235 1.8017332344315935 2.2086669052951033 1.1153388628154051 0.87357634783256688 1.4654893325641749 0.31441058189375315 0.69765917587301363 2.3588837975403285 35.425965007278137 0.5017004800029099 0.4847465078346429 0.53926382778445248 0.67835149698657915
leaf_count=12 72 18 23 34 1099 54 18 44 14 59 21 35 62 79 177 25 25 48 29 84 36 25 13 65 45 531 14 68 42 29
internal_value=-9.79568e-05 0.00726672 0.0034837 0.00808879 0.00166005 -0.0506514 0.00647044 0.0363986 -0.00294941 -0.00217421 -0.0269939 2.54955e-05 -0.0287863 -0.000279403 -0.0214581 0.00214521 -1.1324e-05 0.00206299 -0.000417602 0.00217679 -0.00147554 0.0425256 -0.0778627 -0.0048368 0.00131338 -0.00128229 -0.0701815 0.00708181 0.0257847 -0.0426473
internal_weight=79.6491 17.5165 16.5622 15.3612 13.7087 1.15445 12.5543 3.00547 9.54879 62.1326 4.40695 3.04384 1.95659 57.7257 5.92978 51.7959 49.1307 47.5199 46.0658 44.264 40.5899 3.67416 1.42975 4.95331 39.1601 36.8012 1.37528 4.25565 3.09256 1.1631
internal_count=2900 1316 1298 1275 1241 66 1175 62 1113 1584 190 118 83 1394 460 934 875 850 825 777 723 54 97 381 626 581 50 316 219 97
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=15 2 21 13 13 15 20 18 13 16 9 10 5 5 9 9 0 9 18 0 22 2 13 0 0 22 22 22 20 2
split_gain=0.112389 0.567993 0.290265 0.154436 1.34983 0.750408 0.650651 0.612376 0.545958 0.840763 0.67879 0.454512 0.816611 0.662726 0.881985 1.05839 0.731437 0.533514 0.481543 0.724553 0.500725 1.00363 1.23232 1.00691 0.585556 0.674662 0.68298 0.700994 1.04347 0.573166
threshold=46.810838056050009 248.59864686230003 9.2412132874500035 113.85351336640001 113.58197909515002 38.567335632300008 38.592454371550012 13.373311100250001 112.82921081865001 19.974953289850003 206.50942114985003 64.321360770950022 19.915533535850003 21.197160116700001 197.19111486365003 204.42645579255003 88.76213363490001 190.24759545780003 13.934548574650002 87.29692395375001 -0.08756499999999999 116.16618105335002 117.38883580790001 85.737618238150006 86.345209775600011 -0.085734999999999992 -0.01762 -0.053019999999999991 42.448133449100006 147.22108985190002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 8 7 -5 9 -1 -10 12 -8 14 17 -16 18 -14 19 20 21 23 -23 -15 25 -22 27 28 -27 -24
right_child=1 2 -4 6 -6 -7 11 -9 10 -11 -12 -13 13 16 15 -17 -18 -19 -20 -21 24 22 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011349654230199387 -0.085798599037524723 -0.023423210465472959 0.072763293665713907 0.010347438628568587 -0.12265873050101173 -0.10227210786518673 0.09043212908355526 0.079613363373624471 -0.0080970327583342657 -0.078154894842833902 0.10253321236359614 -0.065881159778705567 -0.030605140056517762 -0.042356347309817327 -0.13220885898492138 -0.0058247881523717663 0.07541292624624156 0.042026826304422817 -0.046881796684350614 0.078649137517985968 0.08224801216774659 0.032592567352657892 -0.015608143238200606 0.074732445678581769 0.043206043875236272 0.032164050974192233 0.034104470049426315 -0.090950700758335501 -0.078492710340625993 -0.10917256346875506
leaf_weight=32.090017855512997 0.85486533734365311 0.70047439378686227 0.56825569388456643 3.2875049191716235 0.93572552641125994 0.71753840049495821 1.0079741463996459 2.0864383168518543 1.0740336544113227 1.3954845555126656 1.1467895507812498 1.0225583939754859 2.3816398140043047 1.257973175146627 1.4271421143785121 1.2369094423484055 1.4534877557307471 1.7577052190899847 1.8344139428809274 1.3070844467729319 0.85491921566427453 1.3251219954981932 0.92061777901835773 1.7647884616162626 4.4456452513113609 2.3117834501899783 2.2646812332459261 1.441535412275704 1.3496826017508281 2.2669032970588887
leaf_count=1842 68 36 17 95 22 47 17 22 24 39 19 38 33 30 23 21 21 23 26 14 9 52 25 18 48 32 107 33 30 69
internal_value=-0.000102228 -0.0227941 0.0196581 0.000528789 -0.00406628 -0.00101965 0.00492984 0.03724 0.00101508 -0.00216938 0.0490303 -0.000232798 0.00182575 -0.00100043 -0.0286482 -0.0735292 0.00658462 0.000236837 0.00229932 0.00649343 0.00182529 -0.0185869 -0.0484558 0.026004 0.013967 -0.00184144 -0.0115989 -0.0318817 -0.00862603 -0.0821493
internal_weight=78.4897 2.1236 1.26873 76.3661 37.3596 36.4239 39.0065 5.37394 35.7063 33.4855 2.22082 33.6326 32.61 31.602 6.8034 2.66405 24.7986 4.13935 23.3452 21.5107 20.2037 7.5354 4.51264 3.02276 12.6682 8.2226 7.36768 5.103 3.66147 3.18752
internal_count=2900 121 53 2779 1993 1971 786 117 1924 1881 43 669 631 614 100 44 514 56 493 467 453 194 146 48 259 211 202 95 62 94
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=20 20 23 9 21 21 20 18 21 23 16 20 9 21 16 16 13 6 6 15 16 23 2 20 10 12 16 13 8 0
split_gain=0.109513 0.237557 0.247661 0.258489 0.237163 0.30821 0.219206 0.393931 0.229615 0.262246 0.32851 0.418033 0.210501 0.3953 0.340476 0.57732 0.477239 0.588024 0.485602 0.768316 0.414197 0.518189 0.549814 0.452624 0.303884 0.290793 0.232087 0.219178 0.344753 0.208946
threshold=49.275256100300005 47.833738492450003 -1.0000000180025095e-35 65.407743180450012 21.991168361800003 3.4240268213500005 45.90502654165001 14.339258036900002 20.076345264900002 -0.27223499999999995 22.664946999500003 32.785955158400007 187.70546222865002 16.464809133250004 22.744946812400002 22.674946976100003 117.58509325145 16.180378051950004 16.395383075500003 37.576156502300009 20.784951395750003 -0.21013499999999999 101.14502893930002 41.840895355800008 75.085947125300024 104.53648605375001 22.624947093000003 117.43991651235002 5.9453602998000008 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 6 3 -3 5 -2 8 -8 9 10 11 -1 14 29 15 16 17 20 -19 27 21 -11 25 -24 -25 -23 -18 28 -20 -14
right_child=4 2 -4 -5 -6 -7 7 -9 -10 12 -12 -13 13 -15 -16 -17 26 18 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.065294630181835109 0.070092432032502969 -0.050096521414880385 0.060064259537328683 0.042869199068716286 0.058452700010072349 -0.066800551793642055 -0.10425304067461959 0.010665717586054162 0.046611277018864916 0.058329968240145552 0.049195902712326774 -0.11059990690661246 -0.02275362564080639 -0.067721227633914527 0.086337061089733269 -0.0642358597967949 0.016364235202277463 -0.11478818170330148 -0.10086362559738699 0.067996374326760409 0.099853872915552394 -0.0029271998690900084 -0.10706623505709073 -0.10201344770952503 0.033042035724013145 0.10331934923188418 0.085668189860451702 -0.1051251428664922 0.078053569905577144 0.00052480979330766662
leaf_weight=0.16656607869663165 0.19521808077115466 0.58457117440411843 1.3392264227004478 0.61242044775281101 0.26833735918626178 1.0441672052947977 0.55989229417173081 0.63841327426416683 1.0458269056980487 1.5831612079382442 0.26708883419632912 0.71559678952326067 4.1543490287949671 0.90588307619327579 0.59779301751405078 0.98150058975443322 0.78383807995123822 0.59478977014077861 0.21584472001268273 0.73250279971398402 0.62953544361516822 0.60202794666838311 0.75291506604298752 0.22357949720026227 0.6537659757414076 0.45027478111842356 1.2598843830637632 0.59873846450136625 0.21494496986269951 53.673697192754844
leaf_count=29 10 32 51 17 15 194 70 51 33 92 4 103 185 25 11 19 38 15 111 19 10 42 222 42 83 12 18 11 4 1332
internal_value=-9.8048e-05 0.00043459 0.0305213 -0.00253219 -0.0267838 -0.0452383 -0.000610669 -0.0430285 9.72236e-05 -0.000590267 -0.0479698 -0.0773883 0.000191974 -0.00217431 0.0129717 0.00870432 0.0164057 0.00437744 -0.036661 -0.0102885 0.0241354 0.0129609 -0.0138145 -0.0501872 -0.00137501 0.0425351 0.0590877 -0.0659876 -0.0115919 -0.00114751
internal_weight=77.0464 75.5386 2.53622 1.19699 1.50772 1.23939 73.0024 1.19831 71.8041 70.7583 1.14925 0.882163 69.609 58.7339 10.8751 10.2773 9.2958 7.25208 2.35682 1.76203 4.89526 4.26572 2.68256 1.63026 0.877345 1.0523 2.04372 1.02953 0.43079 57.828
internal_count=2900 2681 100 49 219 204 2581 121 2460 2427 136 132 2291 1542 749 738 719 663 160 145 503 493 401 347 125 54 56 126 115 1517
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=6 13 16 13 23 9 13 13 15 2 16 18 22 13 21 15 23 21 6 21 0 18 7 18 0 7 18 18 21 16
split_gain=0.116855 0.362585 0.187932 0.382168 0.307066 0.180158 0.17879 0.606417 0.363145 0.599617 0.488358 0.615949 0.481024 0.28073 0.716367 0.552753 0.77805 0.415881 0.538661 1.04804 0.847141 0.75451 0.627101 0.494474 0.431524 0.685656 0.596674 1.09107 0.543973 0.491333
threshold=20.305474434200004 119.04223755815001 22.724946859200003 117.75715457175001 0.096845000000000028 79.714434771700013 117.69263157665002 117.68187774410002 43.938093326450009 206.09225218925002 22.604947139800004 13.622618370000001 -0.065399999999999986 117.55283175385001 10.048480919900003 40.452545866750008 0.087605000000000016 8.9353283289500016 16.355382140900002 9.6758169699000014 88.576630023850015 13.064341268650002 22.535351262400003 13.400856420150001 85.716110573100011 19.617375644250004 13.482409244300003 13.668531103750002 4.3636502323000004 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 3 6 -4 -3 7 8 13 -10 12 -12 -11 17 15 16 -15 24 19 -19 23 22 -20 -21 25 -1 28 -28 -26 -29
right_child=-2 5 4 -5 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 -17 -18 18 21 20 -22 -23 -24 -25 26 -27 27 29 -30 -31
leaf_value=0.025312851960371752 0.036619196377314193 0.02416099030704363 0.061339917328552089 -0.069012310335817326 -0.013249273191698475 -0.10571420887821344 0.031996395767511621 -0.10048555596771409 -0.094804246384575949 -0.027239182585452684 -0.11252022006295187 0.00091659303794611484 0.087448889236252797 0.01140578210641683 0.051412426280077084 0.035137487296667332 -0.091200545199102867 -0.10348814344593869 -0.035627132065260164 0.012216723720825603 -0.0099465302251948735 -0.074909121060717287 0.10560028042096757 0.10146269856762846 0.011267251433210491 -0.10717305795478563 -0.061979911098510677 0.0034653637678954199 0.067973364093479011 0.063267398446328227
leaf_weight=0.72006595792481565 0.85723829327616741 0.13736350239196227 1.2588075689272948 0.81126453165779722 0.9828605270013212 0.4801457624998875 1.7058964155148704 0.60460938300820899 1.0172880517202418 0.66103743843268603 0.73619865663931738 1.3683802431914953 0.81854707916500069 1.6989216635993201 3.7906607372569852 1.9493882618844507 1.3080013194121418 0.95564997264227614 0.86080201648292021 1.2393402894958838 7.9910167892339814 2.8017777757413569 0.49533622711896896 1.243952670600265 4.4330282977607558 0.85382599546574056 2.5340214882453465 27.737228503096961 2.7356063429324422 1.4454603595659126
leaf_count=89 25 24 22 34 21 47 26 12 65 35 45 25 13 28 46 29 23 62 65 30 511 52 4 17 77 136 38 1224 46 29
internal_value=-9.35512e-05 -0.000511076 0.000119267 -0.000762255 0.0286362 -0.0768238 9.90892e-06 -0.000769599 9.91779e-05 -0.0270461 -0.0078144 -0.0387645 0.0362094 0.00202694 0.0186888 -0.00633865 -0.0332276 -0.000573392 -0.0144513 -0.00323937 0.00590708 -0.0452724 0.0159569 0.0569226 0.00477339 -0.0465599 0.00685112 0.000962006 0.0329067 0.00642744
internal_weight=76.2337 75.3765 74.759 72.5173 2.24167 0.617509 71.706 70.0001 69.3955 4.60145 3.58416 2.10458 1.47958 64.7941 8.74697 4.95631 3.00692 56.0471 15.5879 11.43 10.4743 4.15792 1.35614 2.48329 40.4592 1.57389 38.8853 31.7167 7.16863 29.1827
internal_count=2900 2875 2804 2761 43 71 2727 2701 2689 183 118 70 48 2506 126 80 51 2380 741 620 558 121 69 47 1639 225 1414 1291 123 1253
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=17 0 16 4 22 18 5 12 17 12 22 15 19 0 2 18 17 6 5 16 23 23 22 3 6 22 2 17 17 8
split_gain=0.114194 0.830208 0.939157 0.491819 0.394633 0.881329 0.807248 0.728715 0.549649 0.439444 0.403142 0.354613 0.587331 0.524697 0.424408 0.351106 0.323542 0.357939 0.730875 0.303196 0.292994 0.744616 1.10206 0.855293 1.13154 0.657349 0.716328 0.656239 0.778425 0.514066
threshold=201.37020668845003 86.692020874450009 22.644947046300004 178.77399478955002 -0.08459499999999999 14.371157440600003 21.746930049350002 223.75709202500002 205.10400128480003 172.01106897260004 -0.09715 26.285853065250006 12.951044929850001 96.249489528150022 279.29267393065004 17.140917755100002 200.23903127160003 14.925348728400001 14.950964152900001 20.044953126200003 0.091545000000000029 0.088165000000000021 -0.055714999999999994 92.671151756550017 14.855347092800002 -0.24103499999999997 127.00089009170001 197.84582410835003 194.04732099685003 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=16 -2 3 -3 6 -6 7 8 -5 -10 19 12 15 14 -13 -7 20 18 -18 -11 21 25 23 24 -23 26 -1 28 -27 -29
right_child=1 2 -4 4 5 11 -8 -9 9 10 -12 13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=0.022523814100186317 -0.11427648236776994 -0.069731330091248753 0.095425302354579078 0.058823209045279927 -0.078783633463630154 -0.044266437024015559 0.088666457394875234 -0.072503378492567452 -0.079033119847893601 -0.078977269287615059 0.083684522219993729 -0.049084636037904125 -0.099779574901349893 0.070704672350729095 0.042274744768893056 0.04875543932247911 0.085988924535364372 0.069158439532184882 -0.083539876390182219 0.04236388975899702 0.0085967120118480757 -0.075885325136417603 -0.14055548815006799 -0.072592584201482721 0.079255744057674812 0.00070458900412916092 -0.098992160069521939 -0.065212435845794683 0.046222862125632105 0.039745237113291018
leaf_weight=0.77395024013094671 0.69615914771566423 1.2140413245651878 0.91899885702878314 1.800610091202546 1.846448045689608 0.75897708094453287 1.2085201765876261 1.1442478131502865 0.73158937376865685 0.47808517699013675 0.54573737601458328 1.1873190852347768 0.78573861115728494 1.3183348428574388 0.88936507212929417 0.8718734271296853 0.45934194163783038 1.4581886433297766 0.56972015299834311 0.36173158884048462 24.602031016323053 0.72772965085823749 0.92682153705027204 1.6336749676265752 1.3281157277524469 17.125470865394174 1.2998954095037332 2.082566234075784 4.8128997653147954 0.60140886716544617
leaf_count=48 26 31 21 51 25 39 18 160 42 59 16 34 48 32 23 96 24 22 20 5 625 57 56 49 11 877 155 79 138 13
internal_value=-8.80291e-05 -0.00736472 -0.00273084 -0.00868789 -0.00336723 -0.0185985 0.0152344 -0.00229705 0.0182079 -0.016335 0.0167704 0.000523381 -0.0287551 0.0213639 -0.00995888 0.00546424 0.00199994 0.0372902 -0.00786739 -0.0267124 0.000430121 -0.00598631 -0.04307 -0.0185812 0.0243388 0.000426248 -0.0536429 0.00498029 0.0106905 -0.0416942
internal_weight=75.1596 16.7578 16.0616 15.1426 13.9286 7.65806 6.27052 5.062 3.91775 2.11714 1.38555 5.81161 2.41659 3.39502 2.07668 1.63085 58.4018 2.48725 1.02906 0.839817 55.9146 31.3125 4.61634 3.68952 2.05585 26.6962 2.07385 24.6223 21.9384 2.68398
internal_count=2900 726 700 679 648 297 351 333 173 122 80 272 183 89 57 135 2174 66 44 64 2108 1483 173 117 68 1310 203 1107 1015 92
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=3 16 7 17 23 7 13 5 0 6 8 19 2 23 8 7 9 18 7 7 16 5 16 18 18 18 7 22 23 22
split_gain=0.125035 0.191228 0.165478 0.244294 0.382129 0.229335 0.338895 0.26022 0.420461 0.207307 0.349445 0.310744 0.236702 0.620577 0.522055 0.260546 0.42223 0.347347 0.357903 0.689273 0.459674 0.328683 0.317403 0.323076 0.702098 0.429439 0.480535 0.886051 0.536743 0.426522
threshold=108.42013948475001 21.084950694200003 20.778835947700006 166.83257850275001 -0.10778500000000001 21.725272673150005 98.050756475600011 20.717225865800003 85.807518149550006 18.155424198600006 8.8430989333000021 14.451165964200003 59.615984903700003 0.083185000000000023 8.7431769115000026 22.296968840150004 184.56123852025004 12.960276960650001 22.372035319250003 22.597569836950004 22.714946882600003 21.324133279950001 22.684946952700002 13.075178189100003 13.197799034350002 13.326324856250002 23.124786352450005 -0.085734999999999992 0.088280000000000011 -0.062629999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 -9 10 12 -12 13 -7 15 16 21 -17 -19 -20 22 -14 23 -21 29 -26 27 28 -27 -25
right_child=1 -3 5 -5 -6 9 7 8 -10 -11 11 -13 14 -15 -16 17 -18 18 19 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.025602607424920001 -0.07365898978715843 0.085910008830406934 0.038174971814889117 0.038448903100505687 -0.10538685524866945 0.019567053019667782 -0.10858787380501683 -0.081250401065179043 0.061712189369921761 0.047675058732437908 -0.0034239985409351089 -0.074534641902958818 0.041251147918068679 -0.091885198694104553 0.050591183151177811 -0.044108374458931884 0.080257482983297573 -0.098765861046989201 0.048332059004894949 0.053131416393101066 0.061382486876974333 -0.066723359320701822 -0.076696134693433782 -0.10210342280917109 0.030885031866185592 0.04819921661295682 -0.00064573687441122252 -0.11136065760933876 -0.052347225823410316 -0.01116641936222083
leaf_weight=0.63008140174497385 0.45993450507012212 0.08975931815803051 0.48045578034361724 2.4639362095767865 0.34446212909460827 1.0618850197643035 0.60855079360044306 0.50463639015652006 0.34730677213519812 0.90685419022338365 1.2850320359866594 1.1777097835438324 0.61968968500150301 0.94348471135890566 2.1384542146697632 1.8072461397969153 1.0417842315509913 0.36141944782866531 2.9245549858424047 1.0385149785724923 1.1365086771547783 0.51724365461268462 0.57645983371185039 1.1184209954226392 3.9364327500807113 1.0583056798059267 41.168699087720597 1.1455613203142991 1.0654161575075702 0.95720263663679261
leaf_count=48 134 3 43 157 54 21 39 55 7 37 41 32 33 34 45 37 17 16 73 27 22 16 20 30 61 28 1693 40 20 17
internal_value=-8.76436e-05 -0.047603 0.000268363 0.0216856 -0.0206969 -0.000784763 -0.0346782 -0.0586446 -0.0229697 0.000182858 -0.000459189 -0.0374299 0.000949865 -0.0328689 0.00203303 0.000315926 0.0342686 -0.000953028 0.000427673 0.00106642 -0.00153183 -0.00787146 -0.00290516 -0.00207901 -0.00321552 -0.000771892 -0.00357615 -0.0404775 -0.00224233 -0.0601666
internal_weight=73.916 0.549694 73.3663 3.43848 0.974544 69.9278 1.94095 1.46049 0.851943 67.9869 67.08 2.46274 64.6173 2.00537 62.6119 60.4735 2.17872 58.2947 56.4875 56.1261 53.2015 1.13693 52.065 51.4886 50.45 48.3744 44.438 3.26928 2.12372 2.07562
internal_count=2900 137 2763 259 102 2504 144 101 62 2360 2323 73 2250 55 2195 2150 66 2084 2047 2031 1958 49 1936 1916 1889 1842 1781 88 48 47
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=6 13 17 9 17 17 5 8 9 13 20 2 2 8 2 14 17 8 20 0 17 5 20 12 20 10 17 4 2 22
split_gain=0.0978916 0.319019 0.163967 0.195133 0.142575 0.567634 0.696653 0.470831 0.515414 0.467922 0.317607 0.27974 0.365506 0.257335 0.48671 0.461292 0.44113 0.354787 0.252504 0.97815 0.625716 0.520995 0.500698 0.354346 0.353523 0.285087 0.421974 0.269459 0.755389 0.251175
threshold=20.305474434200004 119.04223755815001 161.95900874150001 58.059373288650008 181.49225329600003 183.40283206635004 13.999568943650003 8.4434108459500017 197.89372115420002 116.59305220125002 39.211875820650008 86.011634045550025 111.23922738415001 8.8430989333000021 59.615984903700003 168.39662374755002 199.71712621985003 8.7431769115000026 36.625813070500008 93.679323555450011 199.41622983390002 17.239531617500003 37.020641110850008 131.64402048350004 37.360990606650006 72.496961945650014 200.07083195085002 158.04546874885003 71.847610775600018 -0.013805
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -10 -4 -13 14 -7 -15 -17 18 19 23 -21 25 -20 -16 -24 -22 -27 -26 -29 -14
right_child=-2 -3 4 -5 5 13 -8 -9 10 -11 -12 12 29 15 17 16 -18 -19 22 20 21 -23 24 -25 27 26 -28 28 -30 -31
leaf_value=0.024135043302107629 0.034645022770966663 -0.076111639427697733 0.064003534973989709 -0.10355237461255187 0.03524082187451421 -0.07096977915353693 -0.084247420445037968 0.062042913038136721 0.012028798634599722 -0.078283279710519862 -0.1147445138431176 -0.10758003323139989 0.025211366247000839 0.038744333542177795 0.092309173864887073 -0.11244904532108937 -0.013355625161783262 0.047394161112162395 -0.057011656698819357 -0.11128915471710535 0.10754460091990428 -0.071480151392046415 0.064309497049116468 0.024675109330207237 0.041514000890018735 0.10680571504665917 -0.10489867019677968 -0.10059383252206754 0.0006143873093649772 -0.073105706868241332
leaf_weight=0.1901746997536965 0.80236628188867953 0.55340245596016657 1.1995675829821255 0.32288922438510781 0.69021278277796172 0.89647890307241951 1.6649899465119231 1.5786675190902313 0.30356690612097725 0.5133881170186213 0.56624676348656067 0.25316384949837845 3.1050810425003874 0.69638103246688787 1.5438676625490182 0.80185241505387228 1.0215785613982005 1.7674940424039949 1.507737850966804 0.65603303596799412 0.47158487886190392 0.51926272752461955 0.87984834415328705 1.5547033047478178 1.5394793953746546 0.17232537269592285 0.20754509392008913 0.74945152750296884 46.094736567754808 0.28357807059364892
leaf_count=47 25 71 31 133 33 34 48 43 26 54 41 41 230 12 18 27 29 37 34 82 3 23 31 31 21 1 83 23 1520 68
internal_value=-9.17861e-05 -0.000477258 0.000106089 -0.0562232 0.000511774 -0.00105727 -0.0492303 0.0132671 0.000896682 0.0124942 -0.0705003 0.0221204 0.00832462 0.000800241 0.00214666 -0.0304906 -0.0569319 0.00328337 0.00188855 0.0230424 -0.0309736 0.00746584 -0.000246916 0.0583739 0.0014904 0.0556113 -0.00886057 0.000348047 -0.00100482 0.0169838
internal_weight=73.1077 72.3053 71.7519 0.513064 71.2388 63.4356 2.3552 7.80326 6.22459 5.35478 0.869814 4.84139 3.64182 61.0804 58.5605 2.51981 1.82343 57.6641 55.8966 5.12532 2.02675 1.37072 50.7713 3.09857 49.2635 0.851455 0.37987 48.3837 46.8442 3.38866
internal_count=2900 2875 2804 180 2624 2090 81 534 491 424 67 370 339 2009 1941 68 56 1907 1870 241 192 110 1629 49 1595 87 84 1564 1543 298
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=13 23 18 19 16 8 18 3 22 19 18 10 5 16 16 5 16 10 18 20 13 7 19 9 20 20 13 16 22 23
split_gain=0.0979627 0.312316 0.260378 0.343834 0.512911 0.255899 0.238709 0.42392 0.248239 0.23302 0.228219 0.557219 0.479795 0.44689 0.49593 0.315096 0.261116 0.227719 0.22025 0.202264 0.563959 0.813831 0.440777 0.400979 0.394763 0.543305 0.31174 0.230028 0.210526 1.36743
threshold=95.870416931800023 0.079785000000000009 17.140917755100002 12.150980378200002 16.514961380800003 2.9476996444500005 16.402557800150003 81.796338618900009 -0.14228499999999997 12.451004585100002 15.606027545000002 75.645146416450004 13.697488545350001 15.919962772200003 18.764956119400004 13.175707186950001 14.574965917400002 75.465019721650009 14.708525021850003 36.625813070500008 113.96105169155001 22.765858321950002 13.751109481500002 197.89372115420002 37.020641110850008 37.360990606650006 113.05772975975002 18.714956236300004 -0.013805 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 -4 -5 18 10 8 -8 -3 11 17 15 16 -15 -13 -12 19 -1 20 21 26 23 -23 -21 -26 27 -2 -27 -30
right_child=2 9 3 4 -6 -7 7 -9 -10 -11 13 12 -14 14 -16 -17 -18 -19 -20 24 -22 22 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.075932785483967646 -0.10397204341524313 -0.10277942843344989 0.081426132195254408 -0.082358799808290389 0.054782347898517395 -0.10149132867288656 -0.00046787258764092836 0.044871601333520833 -0.0886623247124462 0.0070037606386073002 0.0082711310536037769 -0.070083066129595653 -0.099041561802739639 -0.085531096840483378 0.050059263569624826 0.081168965464565146 0.075132899985337995 0.052244835808592661 0.01978629410315888 -0.052461426472940415 0.071301861889427068 0.034656509198457232 0.05354660437709674 -0.066539524859024909 0.073512375726110413 0.0013457480613426817 -0.12825724064601784 0.059954476946910654 -0.047649504369570973 0.028547502057178698
leaf_weight=0.26893591834232244 0.14759960187075094 0.60394427279425134 0.91594720119610373 0.45977637765463419 0.67029346036724746 0.22571270852859004 0.46319774835137639 0.5039386338321491 1.0261912455898698 0.28437723473689402 0.9568823882145806 0.24294348132389032 1.0417905793765383 0.63092471029085551 0.47122028796002269 0.31804567039944232 1.4992173744831232 0.85012289322912593 2.2649190792290028 1.4978077372325049 1.4715102917325564 0.75790833766222954 1.9554208614863453 0.81005138473119587 0.97613940987503056 40.472708375898932 0.58006323641166091 0.20379293709993362 5.5148318326028072 4.1108155761612579
leaf_count=33 45 337 23 25 22 82 22 15 53 28 37 83 76 65 13 8 36 14 293 27 73 17 25 28 22 1063 7 6 246 76
internal_value=-9.49531e-05 -0.016063 0.000754796 0.035892 -0.00101443 0.00053828 -0.000326226 -0.0344091 -0.061234 -0.0676347 0.000726922 -0.000710182 -0.0588923 0.025344 -0.0275597 0.0156674 0.0490839 0.00086109 0.00962695 0.000114364 0.0176278 -0.000101704 0.0218745 -0.0176242 -0.00185988 -0.000375943 -0.0832302 -0.00890154 -0.00181562 -0.0151081
internal_weight=72.197 3.64789 68.5491 2.04602 1.13007 2.75957 66.5031 1.99333 1.48939 0.888322 64.5098 60.9516 1.60278 3.55824 1.10214 0.560989 2.4561 59.3488 2.53385 58.4986 5.92635 4.45484 3.52338 1.56796 52.5723 51.0745 0.931456 0.351393 50.0984 9.62565
internal_count=2900 773 2127 70 47 408 2057 90 75 365 1967 1816 167 151 78 91 73 1649 326 1635 201 128 70 45 1434 1407 58 51 1385 322
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=23 23 6 23 22 23 21 21 22 5 7 21 13 22 20 22 15 15 23 22 23 22 23 22 8 22 22 5 21 8
split_gain=0.103578 0.650746 1.04319 0.737084 0.516455 0.646184 0.383198 1.02558 0.533711 0.558856 0.696362 0.889681 0.5847 0.499445 0.425935 0.401731 0.468127 0.435928 0.273928 0.346675 0.328398 0.264057 0.247337 0.241954 0.869963 0.625145 0.572357 0.604836 1.00474 0.660717
threshold=0.10236000000000002 0.099010000000000029 14.905348261050003 0.098200000000000023 0.20327000000000003 0.10332500000000001 4.9951517063000006 5.9038172716500013 0.057850000000000006 21.495293572000005 22.726915405250001 11.133313228750003 109.47132661375001 -0.036264999999999999 41.134354310300004 -0.092864999999999989 40.452545866750008 28.321365561200004 0.09642000000000002 -0.117115 0.095845000000000027 -0.46029499999999995 0.096995000000000012 -0.016334999999999999 8.543332867800002 0.20327000000000003 -0.062629999999999991 22.665750084250003 7.5530726581500014 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 3 21 18 5 -2 13 -8 9 12 -11 -12 14 15 -9 17 -17 -7 20 -20 23 -3 -21 26 -25 -26 -1 29 -29 -28
right_child=4 2 -4 -5 -6 6 7 8 -10 10 11 -13 -14 -15 -16 16 -18 -19 19 22 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.0017655036088069004 -0.096446086272623591 0.018386103144181667 0.06916439315793578 -0.095073811182407458 0.054443785622289402 -0.035674605253545981 -0.12390821689405934 -0.096617726992871328 -0.074428168987589138 0.050277914358922315 0.014254366536947453 -0.11734780101592744 0.07041807130988112 0.067867152355797544 0.028234852891788932 -0.08861481366668672 0.012202312205022294 0.066348426967867996 -0.030529482202557662 0.093088299372087097 -0.069011932671936657 -0.10651683275026749 0.020405691294985248 0.001406830682275021 -0.11356992698870519 -0.0051856041586597866 0.010617143619347763 0.065909134001452485 -0.12004367721203919 0.084511556212922556
leaf_weight=32.534923578463342 0.87241158937103946 0.25927891739411313 2.9482796599913854 0.81969177852806652 1.2312694281745269 0.66117753487378639 0.8661612570285796 0.4537375487489046 1.0388568642847529 0.8214189691061623 0.92942879663314704 1.1484520899684865 1.766396904364228 1.2866785563455758 0.68689289332178305 0.90731160277209733 0.93539424333721399 1.1425202381615234 0.64714840368651527 0.87782545568188552 0.70280956015630991 0.48750581440071894 1.0033337798085993 8.0738856795624141 1.3077530983864556 0.89731207711156447 2.4301454771557465 0.54738760490727123 0.61932261404581368 2.4100186903961003
leaf_count=1498 21 8 48 22 35 40 24 42 29 22 23 31 26 29 25 32 18 24 27 24 23 44 27 533 45 21 81 29 15 34
internal_value=-9.49496e-05 0.00185101 0.0424229 -0.000984467 -0.0075587 -0.0132066 -0.00746343 -0.0213872 -0.00841459 0.00339644 -0.027669 -0.0584826 0.0343793 0.014302 -0.0214309 -0.00459908 -0.037438 0.0289501 0.000497214 0.0326036 -0.0011419 -0.0631513 0.0543224 -0.000164863 -0.0137967 -0.0694649 0.0034707 0.0318315 -0.0327999 0.0474107
internal_weight=71.3147 56.5666 3.69506 52.8716 14.7481 13.5168 12.6444 7.71135 6.84518 5.80633 2.8993 2.07788 2.90703 4.93308 1.14063 3.6464 1.84271 1.8037 52.0519 2.52831 49.5236 0.746785 1.88116 48.8207 10.279 2.20507 38.5418 6.00687 1.16671 4.84016
internal_count=2900 2479 100 2379 421 386 365 222 198 169 76 54 93 143 67 114 50 64 2357 78 2279 52 51 2256 599 66 1657 159 44 115
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=21 21 12 22 5 5 5 21 23 5 5 9 9 16 21 9 6 23 13 23 5 19 23 19 17 18 20 6 15 7
split_gain=0.0973894 0.61981 0.528966 0.260404 0.271847 0.40661 0.412526 0.326194 0.584061 0.62599 0.454042 0.440631 0.842157 0.63382 0.487057 0.517238 0.471477 0.401041 0.499186 0.358698 0.51357 0.849964 0.351701 0.433895 0.348493 0.455034 0.271602 0.307825 0.27055 0.25856
threshold=3.5085246469500002 3.8005420560000007 195.51336019310003 -0.62958999999999998 30.133297129900004 23.953129400350004 23.398433971250004 2.1194692063500002 0.089850000000000027 20.165068834500001 22.694406402050003 201.97224908750002 194.04304600165003 19.734953851100002 1.3684540793500004 216.18094582280003 15.710367070250003 0.10332500000000001 106.33120751740002 0.083565000000000014 19.812684199800003 13.151061067750001 0.094275000000000025 14.151141757350002 177.83257937300002 15.793187706400001 38.052786106700005 16.495385412050002 34.098324821200009 24.199020305550004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 9 29 11 12 13 17 15 22 -15 18 24 -14 21 -21 23 -13 -5 -26 -7 -28 -10 -9
right_child=1 -3 -4 4 -6 26 -8 8 28 -11 -12 14 19 16 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.092002318410160364 -0.12827250596198858 -0.00095654382315669105 0.0066875975292773233 0.05451625177782328 0.073681266324835945 0.023443009421586749 0.075813099572424339 0.082413273850030624 0.029205991303389269 -0.046944718569540779 -0.062169261499886247 -0.08420431099374423 0.078077945410557001 -0.11479678875044684 -0.087409955960970995 0.053340341495060395 -0.015509599113755365 -0.11046660645553208 0.10173222750671601 0.059501209527195932 0.058099607591520198 -0.11528264760607261 0.014486352819222857 0.014655680392099699 -0.10880962577740967 0.038100678741069774 -0.019847702679979186 -0.10773542709193742 0.091224847260818753 0.005390267737128451
leaf_weight=0.27488827751222089 0.71760318020824232 43.27977911070775 0.48784390672153677 0.64677480087085715 0.57745259648072433 0.55511498328996767 0.86893500726728135 0.76248814561404232 1.4871128162558309 1.6629085867934916 1.1682424240279932 1.3699511354261629 1.9637839593633541 0.83369282307103265 0.89658249267540657 1.0864829833863039 1.1218544924631713 0.21836280952538789 0.69438742252532382 0.54210496124505902 1.6119493772275744 0.57157987379468977 1.2990592349233336 0.65681370813399542 0.46949024639980053 0.38268509354566049 0.92860742023913168 0.69812136754626408 1.3347019698121583 1.0173369295007431
leaf_count=19 25 1748 35 65 36 72 30 20 52 43 29 59 28 19 48 57 21 24 11 28 21 15 47 15 49 122 37 45 19 61
internal_value=-9.50949e-05 -0.00292648 -0.0736542 0.0048056 0.00585219 0.00427596 0.00824463 0.00555119 0.024814 -0.0028297 -0.00221723 0.00265822 0.0160671 -0.0155315 -0.0202167 -0.00656295 -0.0578379 0.0187731 0.0316398 0.0454949 0.0220192 -0.0302036 -0.0261322 -0.0521668 -0.00083042 -0.0428368 -0.0369548 -0.0575653 0.0585405 0.0383874
internal_weight=70.1867 44.4852 1.20545 25.7015 25.4266 24.8491 22.6673 21.7983 6.26455 3.44273 15.5338 14.3656 9.05667 4.36725 5.30889 4.41231 1.95555 2.4117 2.19334 4.68942 2.72563 1.11368 3.32582 2.02676 1.49895 0.852175 2.18184 1.62673 2.82181 1.77983
internal_count=2900 1808 60 1092 1073 1037 883 853 195 124 658 629 403 311 226 178 40 271 247 92 64 43 121 74 236 171 154 82 71 81
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=8 15 10 21 7 19 9 22 22 15 13 22 6 18 19 16 6 6 21 3 6 17 17 5 5 5 22 16 23 5
split_gain=0.0960155 0.238577 0.22367 0.19327 0.187393 0.297579 0.179358 0.283029 0.32568 0.185727 0.177939 0.299844 0.248463 0.238462 0.303661 0.427661 0.252143 0.921208 0.401061 0.377887 0.3528 0.505443 0.432539 0.293095 0.688632 0.263129 0.308132 0.21792 0.285372 0.209307
threshold=1.5487913386000003 21.073645951400003 90.988176966900014 21.991168361800003 23.875242364300004 10.350835137000002 53.944017839150007 0.049615000000000013 -0.22866 12.209425427750002 95.870416931800023 0.20981000000000005 6.5601532769500013 17.140917755100002 12.150980378200002 16.514961380800003 13.665319288000001 13.775321858200002 13.996357022800002 81.796338618900009 12.26528657645 199.41622983390002 205.10400128480003 16.579584939650001 16.892865140250006 14.515626273450001 -0.15052999999999997 18.844955932300003 0.11467000000000002 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=1 2 3 4 -1 -6 7 8 -2 -9 11 12 -8 16 -15 -16 18 -18 20 -19 22 -22 25 -21 -25 -12 -27 28 -23 -26
right_child=6 -3 -4 -5 5 -7 10 9 -10 -11 13 -13 -14 14 15 -17 17 19 -20 23 21 27 -24 24 29 26 -28 -29 -30 -31
leaf_value=0.077561077415945034 -0.00041293288728473404 -0.10344348786020088 -0.10111742063789569 0.10119037604351609 0.037254251040694727 -0.086131876449169045 0.025986987743540566 0.079908052178718325 0.08197326350392331 -0.1021147578185522 0.045840925587263388 0.07331085017349101 -0.084865270798310299 0.078859005223889597 -0.078107886221757336 0.051332116410703323 0.080532400480815836 -0.070138451607240415 -0.1054864706659747 0.041980161334799704 -0.096040473531018328 -0.10249373876246369 -0.068639157235829071 -0.085332401817511921 0.024704093278038023 0.057633561099892705 -0.066360167073088602 0.065541101947354685 0.037412606623228796 -0.001225629745389179
leaf_weight=0.20664516876422456 0.9167667838628405 0.30639735574732174 0.21025809781440319 0.19719493761658669 0.36161270422962843 0.42542041328124469 0.26733839609732857 0.073075161342785466 1.0067380952677913 0.24069207805587212 1.8436685857377595 0.20720010420700408 0.82979583277119673 0.86635506222955783 0.42819978861371033 0.63195261883083731 1.4286856737453479 0.77500492392573406 0.50850442676164664 1.6275990104768414 0.99679003003984668 0.29100713634397835 0.61115566687658418 0.95313689345493813 3.3281222274526945 0.31589733892178629 0.54825212687865121 0.37213354371488094 0.29216747300233692 48.175129731684137
leaf_count=18 60 82 189 6 37 98 57 6 51 77 77 22 234 23 25 22 33 34 45 29 72 34 46 23 62 16 39 10 10 1363
internal_value=-9.14064e-05 -0.0235102 -0.00603052 0.0107578 -0.00718847 -0.0294405 0.000500702 0.0283417 0.042707 -0.0597224 -0.000453199 -0.0370177 -0.0578539 0.000292068 0.0349407 -0.000949217 -0.000783393 0.00125897 -0.0206741 -0.000805536 -0.0124922 -0.0462261 0.00734879 0.000187981 -0.00110873 0.0244993 -0.0210332 0.00575142 -0.0324014 0.00044994
internal_weight=69.2429 1.70753 1.40113 1.19087 0.993678 0.787033 67.5354 2.23727 1.9235 0.313767 65.2981 1.30433 1.09713 63.9938 1.92651 1.06015 62.0673 56.2877 5.77958 54.859 5.27107 1.9521 3.31897 54.084 52.4564 2.70782 0.864149 0.955308 0.583175 51.5033
internal_count=2900 430 348 159 153 135 2470 194 111 83 2276 313 291 1963 70 47 1893 1544 349 1511 304 126 178 1477 1448 132 55 54 44 1425
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=3 2 20 7 23 14 2 7 12 18 10 22 2 23 23 8 8 22 22 22 19 21 23 22 23 7 23 4 21 17
split_gain=0.0948084 0.189824 0.197445 0.128614 0.199329 0.324076 0.201698 0.173999 0.295265 0.204841 0.16035 0.16027 0.465139 0.243026 0.186311 0.159522 0.269523 0.387698 0.20889 0.538631 0.534474 0.606014 0.655554 0.977826 0.926595 0.926639 0.769466 0.764985 0.530762 0.502948
threshold=108.42013948475001 170.32456123625002 44.921040431000009 20.778835947700006 0.099780000000000021 208.04216153005004 56.184788788300004 21.725272673150005 219.23896387120001 12.600821109300002 72.953999827850012 -0.23557500000000001 147.87428232835001 -0.17732499999999998 1.0000000180025095e-35 9.5425530862500008 9.0429429770000009 -0.087910000000000002 -0.062629999999999991 -0.053019999999999991 14.651182102100002 14.673280803050002 0.084795000000000023 -0.036264999999999999 0.09495000000000002 23.9444576715 0.076080000000000023 193.19324462480003 0.39820604590000008 201.18214207610001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 8 9 -5 -10 12 -7 -13 -15 16 18 -18 -9 -20 21 22 26 -24 25 -25 -21 -26 -27 -29
right_child=1 -3 -4 7 -6 11 -8 15 10 -11 -12 13 -14 14 -16 -17 17 -19 19 20 -22 -23 23 24 27 28 -28 29 -30 -31
leaf_value=0.012174420867619636 -0.10078787611828258 -0.1067921413591805 0.078120924253032811 -0.020994186024101549 0.10004832234415853 0.088743875342172207 -0.10457707661345371 -0.0042341819812614142 -0.035798795961296662 -0.10708495942783042 0.066989187723801344 0.070723777971391857 -0.078105807532444504 -0.1043251800714054 0.031004547324526916 0.045182104417360272 0.0065075890266074136 -0.10822536392885243 0.045064601935501956 0.001677946618698526 0.076630669866203538 -0.05717070721502298 -0.10606397972960341 -0.10114230794812679 -0.050568485296465897 -0.10984748236206598 0.072032792079535252 0.054364697317900147 0.0191839571240454 -0.018037787538775378
leaf_weight=0.26366417203098524 0.095393882173083422 0.24405666317034047 0.17456821829546243 0.56609066344390047 0.28243758730241086 0.27950499649159688 0.33722720709920395 37.034475272851516 0.26459814245754376 0.54003565553648514 0.35591828590258956 1.1568194676947321 0.41540356407131185 0.15580021990171955 0.29313620676839491 0.7760511061642309 0.62287569843465462 0.55869670235551783 3.3301582991443892 3.9917708661487437 0.91086441650986572 1.7920447291126027 0.9812087742684622 1.5235947058390471 1.2097055740596259 0.37899834797463006 2.5460680592723293 4.1109813479870354 2.0068317104505695 1.2515195791384028
leaf_count=7 85 46 6 24 13 10 80 1462 38 72 10 46 41 25 37 23 21 31 62 182 15 63 29 56 30 35 108 98 103 42
internal_value=-9.31288e-05 -0.0428787 0.0149017 0.000230594 0.0198522 0.0120459 -0.0533479 -0.000734236 -0.0320529 -0.0630256 0.0231587 0.0291256 -0.0109958 0.0464886 -0.0159607 0.000123763 -0.000437967 -0.0477429 0.000477309 0.00773742 0.00173336 -0.00171342 0.00380759 -0.0106046 -0.00166847 -0.0402189 0.0290766 0.021263 -0.00131319 0.0374671
internal_weight=68.4505 0.514019 0.269962 67.9365 3.18399 2.90156 0.600891 64.7525 1.72664 1.10613 0.620516 2.30066 0.694909 1.60576 0.448936 63.0258 62.2498 1.18157 61.0682 24.0337 20.7036 19.7927 18.0007 11.4628 10.4816 3.90942 6.53784 6.57221 2.38583 5.3625
internal_count=2900 137 91 2763 259 246 87 2504 144 96 48 159 51 108 62 2360 2337 52 2285 823 761 746 683 393 364 194 290 170 138 140
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=9 19 12 5 8 23 20 4 22 23 10 22 22 18 23 22 15 18 0 6 15 20 20 17 0 18 13 16 19 16
split_gain=0.0975412 0.347422 0.268966 0.342313 0.505823 0.460595 0.455561 0.2924 0.40898 0.338756 0.296102 0.455604 0.461867 0.262232 0.260424 0.263504 0.235949 0.216246 0.186757 0.57255 0.334798 0.450831 0.291178 0.303072 0.202529 0.646767 0.371411 0.390776 0.786832 0.52925
threshold=187.70546222865002 14.451165964200003 144.78335471795 20.102686929350003 3.6471537973500001 0.10273500000000002 44.758188263300006 241.84804450315002 -0.24103499999999997 -0.15684499999999998 80.677940036650014 -0.031989999999999998 0.049615000000000013 16.329849731700005 -0.23958499999999999 -0.15895000000000001 37.261389050600009 13.064341268650002 85.716110573100011 16.465384711100004 40.128253618400009 35.97706729810001 42.737166331000005 187.59608338195002 98.615332683000005 15.606027545000002 103.32013441125001 15.444963882950001 12.651020723000002 17.844958270700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 17 -9 14 11 -11 -13 -12 15 -10 -3 -4 19 -2 21 -21 23 -22 26 -26 -20 -28 -29 -30
right_child=18 16 7 5 -6 -7 -8 8 9 10 13 12 -14 -15 -16 -17 -18 -19 24 20 22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.066208055770781052 -0.11108172409083963 0.076546237759634206 -0.0023819150902417135 -0.099639796783195983 0.051990777940967237 0.030646540851398382 0.022956065462073041 -0.080270742295109887 0.026008570549329937 -0.093428584819396115 0.083219014719739012 0.080182972234412508 -0.087837742271263203 -0.012829400195590302 0.067424900815905867 -0.068973693333266597 0.014030399670984631 0.076866594588383491 0.056198680449466742 0.077993859757506945 0.037139717757987453 -0.10588564689516684 0.074032404837810664 -0.047239798273916403 -0.10451551080976221 -0.0041206204404183417 -0.048371148982918478 0.074532413069772832 -0.068491274676350758 0.001322821838793814
leaf_weight=0.535868189371285 0.62430529914854505 1.076806124299764 0.52153047869796676 1.3387474955343353 1.1161990809632696 0.58668906241655339 0.39181774618918996 0.5600108906710356 1.6111871137691194 0.8702919706593093 0.43015704635035923 0.42403226152965057 0.2663794658074039 0.83804551470529987 1.2314809296949509 0.3567536908994956 1.3741580634377895 1.0133652202493975 1.2143975645303715 0.17298557795584235 0.79973899497417755 0.58172560116872774 0.58364337912644249 0.91005521913757548 0.76091915102733665 4.0952271621999898 1.6000921176746477 1.4433088416699309 1.1168623121920962 39.120585362281417
leaf_count=97 37 15 57 154 33 10 20 156 76 142 31 26 46 249 59 70 33 42 26 5 22 62 27 37 79 381 26 30 58 794
internal_value=-8.95652e-05 0.00716525 0.000206948 -0.0211282 0.0136515 -0.0459242 -0.0718828 0.0106321 0.00147465 0.00906852 -0.0161414 -0.0453053 0.015356 0.0197489 0.031359 0.00878993 0.0414961 0.0499393 -0.00207944 -0.0238352 -0.00596585 -0.0637391 0.0130458 -0.00777213 -0.000460493 -0.0198517 0.00165583 0.000125442 0.00198719 -0.000614993
internal_weight=67.5674 14.5435 12.0926 3.96932 1.65207 2.31725 1.73057 8.12323 6.58834 6.02833 2.82891 1.5607 0.690412 1.2682 3.19942 1.96794 2.45096 1.5349 53.0238 3.67245 3.04815 0.754711 2.29344 1.70979 49.3514 4.85615 44.4952 43.2808 41.6808 40.2374
internal_count=2900 1316 1268 314 130 184 174 954 855 699 494 214 72 280 205 146 48 99 1584 190 153 67 86 59 1394 460 934 908 882 852
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=21 21 22 3 18 21 21 21 9 18 16 5 21 7 17 5 3 18 4 13 23 18 20 23 7 12 16 2 7 14
split_gain=0.0893679 0.332251 0.29821 0.270379 0.331604 0.249845 0.302833 0.282222 0.964866 1.10055 0.238312 0.364369 0.59234 0.63311 0.364108 0.340225 0.697028 0.532207 0.346528 0.526604 0.450901 0.382895 0.255063 0.216856 0.20943 0.473901 0.788345 0.676473 0.49611 0.527334
threshold=2.6263314141000005 2.1194692063500002 -0.60414999999999985 92.913112988300014 14.643918747750002 2.0547139412000006 1.9231529451500002 1.2219980417000003 194.46727572990002 13.849588037450003 22.634947069650003 20.950952025950006 1.0652877397500002 22.862300195000003 186.34046889365004 19.812684199800003 87.544262101800015 14.073076155300003 161.23541642690003 108.17011287860002 0.099010000000000029 17.166139419800004 41.169697216150006 0.089850000000000027 22.806258769100005 216.11788648010003 22.674946976100003 185.26507771735001 23.046547257250005 315.57679249195007
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 11 15 13 14 -13 16 17 -4 -19 20 21 -20 -12 -23 -2 26 27 -26 -27 -30
right_child=24 3 5 -5 -6 -7 -8 8 9 -11 22 12 -14 -15 -16 -17 -18 18 19 -21 -22 23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.07167203705742671 0.0084262789676983977 0.083666795761221671 0.074931492731985169 -0.016931967893711524 0.0022646869827209789 -0.074243765263023578 0.061979085880335731 -0.1104812307789703 0.081271297586791469 -0.060295522388655959 0.0040686647671164143 -0.044200956137993248 0.094421652825775498 -0.1073928293739066 0.084030271595928241 0.05999446283499478 -0.077025834666382423 -0.074641277762274943 -0.096583631813534701 0.04484554035616331 0.040154684509144369 0.050608158645228142 0.07858571787086599 -0.10409649895514889 -0.0074073204417591694 -0.091387082604717895 -0.10683721695000059 -0.088652855470517239 0.037283584446148092 -0.0044223338690224994
leaf_weight=0.55816711219086457 12.726426290530069 1.3911144600715486 1.2191105782985703 0.70384315053524904 0.78161123468453286 0.41239069422590446 0.86988985865537038 0.93604931802110636 1.1025880083325321 1.0940244721423367 0.9176323628053058 0.56036477348243297 0.31389813916757692 1.0325816650874911 0.36610165855381638 1.2575916259538642 0.93166501008818148 0.53833335876697663 0.90746778912216564 2.1855229511857033 0.70171460478013603 0.37234827569318441 0.91974091273732483 0.11974670757626882 18.55768743053887 0.48235280156950366 0.91531181189929967 1.0847329315802188 4.9879277195141167 7.7303126031201828
leaf_count=35 633 24 23 27 39 9 29 40 21 56 26 109 4 37 9 29 22 18 147 31 59 89 22 27 634 31 18 66 137 449
internal_value=-9.27994e-05 0.00546174 0.000233813 0.0369338 0.0543834 0.00262871 0.00456807 0.00134115 -0.0254646 0.0107638 0.00814402 0.00233345 -0.0331104 -0.0535448 0.00647078 0.0121181 0.00348712 0.0158975 0.000982006 0.0104787 -0.0252659 -0.0580666 0.0413699 0.0129622 -0.00250575 -0.00662698 -0.0161213 -0.011894 0.0081588 0.0119342
internal_weight=66.6783 20.1935 17.3169 2.87657 2.17273 16.7588 16.3464 15.4765 3.13266 2.19661 12.3438 10.5064 2.27295 1.95905 0.926466 8.2335 6.97591 6.04424 4.82513 4.2868 2.10128 1.39956 1.83737 0.492095 46.4848 33.7583 20.5577 19.6424 13.2006 12.7182
internal_count=2900 932 842 90 63 807 798 769 117 77 652 604 159 155 118 445 416 394 371 353 322 263 48 116 1968 1335 718 700 617 586
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=12 8 22 4 0 0 2 12 4 5 12 17 9 7 4 17 5 20 23 4 2 7 9 6 21 7 18 18 20 5
split_gain=0.0866481 0.232598 0.409487 0.634535 0.305838 0.253438 0.192917 0.29906 0.323142 0.276745 0.224679 0.217502 0.179387 0.380182 0.765388 0.80226 0.575579 0.746003 0.55425 0.419261 0.519389 0.401143 0.420879 0.381409 0.824115 0.590577 0.633081 0.564647 0.800681 0.825071
threshold=92.695913642950003 8.3434888241000014 0.048530000000000011 154.22131086990001 92.313586825200005 86.280686780500005 72.843776848050013 98.870599058600007 165.01827963435002 17.708776378750006 103.44931853055 166.83257850275001 186.98623176200002 23.124786352450005 227.97173202615002 188.54236693505001 21.197160116700001 42.448133449100006 0.10133000000000002 267.88310861120004 192.12593012350001 23.147601011700004 190.24759545780003 16.465384711100004 1.8881760204500002 23.608704471050004 13.544020937350002 13.5308213324 40.712530798250008 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 5 -3 -2 9 -9 -8 -10 -12 -13 14 16 -16 -14 18 -18 -17 -21 -15 -23 25 -25 -24 -27 -26 -29 -30
right_child=6 4 -4 -5 -6 -7 7 8 10 -11 11 12 13 21 15 19 17 -19 -20 20 -22 22 23 24 27 26 -28 28 29 -31
leaf_value=-0.0025736112609712719 0.029744767089040992 0.014889798831316074 0.031645905234905819 -0.12105492946918162 0.050257342185942661 -0.061444285772033036 0.0055339605078670749 0.058434825637140878 -0.052140937376751906 -0.11470777582395611 -0.048909349349230712 0.013150048649666849 -0.055408624819660024 0.074935601551257322 0.017203170244500268 -0.13058921364018608 0.078724423160892565 -0.052430992127073028 -0.00041557962079510669 0.019448613242624219 -0.11102187649323383 -0.071020279635020264 0.044623285443776861 0.047599751812139761 -0.10097844135481954 -0.11264666198479367 0.0043569448393806481 0.081585562998204034 -0.11383932839582732 0.036267369717684704
leaf_weight=0.94182473523687738 2.2460695991758248 1.0112976150994657 0.67851678995066311 0.86916326865321025 1.0447416892275212 0.76317752245813597 0.34202505905704939 0.95369930902961542 0.82269185355107666 0.43467632182728266 0.87677929765868512 10.350385377738347 1.3438054630532841 0.76546364091336627 1.0252790274535075 1.1915928239468487 1.8707230174331928 1.1164726979914119 1.6793511313444467 0.59720569630735532 0.62384756703977473 0.77697471722058153 3.7671051638899398 1.2116724108345795 1.2777285554620905 0.47131938021630304 24.562785231913949 0.59499760530889068 0.93482303805649258 0.60197517083724961
leaf_count=32 38 38 35 40 21 14 20 17 33 26 276 969 20 11 53 33 31 28 32 11 38 35 53 29 35 7 861 13 29 22
internal_value=-8.85634e-05 -0.0123376 -0.0346126 -0.0594374 0.0073322 -0.0179404 0.000987338 -0.000122602 0.000711176 -0.0617586 -0.000263817 0.000503233 0.00129434 -0.00146861 -0.019267 -0.0568997 0.00225902 0.0188653 0.0412875 -0.0883905 -0.04721 0.0033409 0.00173844 0.00342987 -0.023239 0.00770894 0.00215411 -0.0484136 -0.016908 -0.0550414
internal_weight=65.7482 5.30872 2.4895 1.81099 2.81922 1.77448 60.4394 58.1934 57.4167 0.776701 56.463 55.6403 54.7635 44.4131 9.44828 3.43793 6.01035 4.66655 3.55007 2.41265 1.22105 34.9648 34.1994 33.4224 4.6212 28.8012 25.0341 3.40952 2.1318 1.5368
internal_count=2900 180 107 72 73 52 2720 2682 2636 46 2619 2586 2310 1341 246 135 111 91 63 82 49 1095 1084 1049 128 921 868 99 64 51
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=3 3 5 10 5 22 22 5 5 9 9 2 23 12 17 23 20 22 6 22 23 6 23 20 20 21 21 0 16 2
split_gain=0.0949493 0.887619 0.788617 0.367424 0.647278 0.465402 0.546078 0.414318 0.456581 0.950792 0.501252 0.405821 0.625576 0.556076 0.503751 0.368424 0.594698 0.980104 0.422715 0.419775 0.604337 1.04228 0.613636 0.537938 0.491536 0.486445 0.47405 0.485547 0.362487 0.483345
threshold=88.727183679150016 89.227236891450005 21.042547594650003 65.727424373200009 22.553892743650003 0.20327000000000003 0.13860000000000003 20.206488238950005 21.042547594650003 198.78883073475004 190.24759545780003 116.16618105335002 0.12424000000000003 149.74540248590003 188.16174763880002 0.093295000000000031 41.028010303750008 -0.058529999999999992 16.425383776450001 -0.26138499999999998 0.087530000000000011 16.015374196650004 0.086785000000000015 40.21994457600001 40.532725462000009 9.2412132874500035 1.8462237188500004 86.232294534150014 19.974953289850003 169.65174180905004
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 6 7 -3 9 10 -9 14 13 -13 -10 19 -17 18 -18 -15 22 -22 23 -21 -25 -23 -26 -28 -1 -30
right_child=1 3 -4 4 -6 -7 -8 8 11 -11 -12 12 -14 15 -16 16 17 -19 -20 20 21 25 -24 24 26 -27 27 -29 29 -31
leaf_value=0.0022719923826026991 0.066337477426351141 0.041181899342300439 -0.080377888198113201 -0.1026828652528482 0.039775848595126895 0.06848769588631437 -0.067139825052066796 -0.042744880261539733 -0.0010458929764408512 -0.10022136045403372 0.047093428006862441 -0.072027695507768233 -0.084322181238141392 0.077848759180157739 0.056452317717269551 0.064534304794901215 -0.004131326040084868 -0.058194575260511409 0.078575922906642393 -0.085317113794038266 0.054334516622624153 -0.12755108384015565 0.086337544506900385 0.10223620367402547 0.057684255511478225 -0.021901352041964774 0.0082104357235436506 -0.05858718786146621 -0.098644091542679169 0.0088726691776185775
leaf_weight=24.675381717881471 2.1005337578244498 2.4781279196686254 1.3064841304149002 0.88146229240737628 0.49978016350360122 1.0057684491621319 1.1876713527599339 1.2079019071534309 3.2514733815114623 1.3734118331922216 1.2783314697444437 1.0022167381685054 0.91621310723712568 0.55553631196745357 2.8675242764875293 2.2808590798231299 1.1381624885252679 1.6728189830610061 1.3520506635395575 0.77395005070137823 0.66892936546355519 1.2474162545695433 0.78883961727842677 0.46313047921285022 0.98903748762677413 0.66982740638195526 2.6965397251660761 1.8244800094980744 0.85116201522759982 0.82184689538553357
leaf_count=1588 45 49 93 51 24 35 32 24 152 27 20 92 32 15 48 39 22 40 25 55 12 44 12 10 26 24 177 36 29 22
internal_value=-0.000105417 0.00319559 -0.00454243 -0.000586166 -0.0511365 0.00148631 -0.00057546 0.00193453 -0.00141711 -0.0334424 0.00344674 0.0034959 -0.00370401 0.000371481 0.0258993 0.00460939 0.0234922 0.00100588 0.0407742 -0.00678622 -0.0114313 -0.0531416 0.00288277 -0.00687432 0.00328957 -0.0906402 -0.00502708 -0.0187461 -0.000782129 -0.0458277
internal_weight=64.8269 37.172 27.6549 35.0715 1.38124 33.6902 32.6844 31.4968 29.0187 3.85965 2.48623 25.159 19.04 18.1238 6.119 17.1216 6.44389 4.16303 2.49021 10.6777 10.1222 2.58617 7.53598 6.74714 5.97319 1.91724 5.51006 4.52102 26.3484 1.67301
internal_count=2900 1168 1732 1123 75 1048 1013 981 932 71 44 861 661 629 200 537 126 87 47 411 396 80 316 304 249 68 239 213 1639 51
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=9 3 13 21 20 9 8 16 15 17 16 0 0 3 7 13 5 21 10 10 9 12 20 16 13 19 21 15 0 19
split_gain=0.0914765 0.258118 0.307269 0.14961 0.250059 0.140932 0.296135 0.297955 0.249721 0.228477 0.28076 0.727027 0.188904 0.486883 0.386551 0.408202 0.342566 0.220348 0.185553 0.697872 0.75387 1.11572 1.09989 0.697191 0.726111 0.500719 0.40942 0.474463 0.654948 0.732906
threshold=37.256168974800005 66.676450093250011 96.209162656250015 20.770927814650005 50.264779514000004 187.70546222865002 8.3434888241000014 22.674946976100003 8.9474656819000007 191.19232825540004 16.154962222700004 105.70748523110002 85.716110573100011 94.187442142150019 22.446731871300006 117.88082364575001 30.133297129900004 1.6858049288000003 64.434276012450013 62.837331883000012 197.58039077460003 182.87454670205003 40.621691032550004 22.584947186600004 117.57433941890001 14.551174033150001 8.8712712239000009 30.276503438400002 94.157869102700019 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 -1 3 4 -3 6 7 8 -2 -10 11 -11 13 17 16 -16 -15 -7 19 20 22 -22 -14 -24 -25 26 -20 28 -28 -30
right_child=5 2 -4 -5 -6 12 -8 -9 9 10 -12 -13 18 14 15 -17 -18 -19 25 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.10212863675691959 -0.10754064995106193 0.04180074768832364 -0.10289440203508937 0.10108072160291832 -0.10095117941956361 0.0072349409390085112 0.071685469639432953 -0.046961247363929086 0.0043414636165844738 -0.09685858699745889 0.067435824305237008 0.064561043711409652 0.090491690960194993 -0.072360605856591556 0.092307760346634196 -0.027993038153765498 0.04512236422398485 -0.10789844317053295 0.0023537124657454244 0.056830937822801346 -0.084681459579040969 -0.0014632429132952248 0.041987801233833208 0.015737111151341718 -0.071459286279913631 -0.098621239293328167 0.08463265340932026 -0.08183279080119063 0.0020682681256081344 -0.10734933135481839
leaf_weight=0.33379654998770902 0.17476693313801206 0.44847887264040742 0.23203199971612776 0.20643476396799088 0.16893161297775805 0.21095986571162884 0.73322146921418685 0.96785367326811034 7.7621709083505248 0.45607998537161643 1.4732326361190642 0.71872454397816909 1.8358369859925057 0.88144820111483591 0.6655533431767251 0.489509465318406 0.34547331836074591 0.78396847238764167 20.619053059288497 2.4599928492680183 2.0347431548871082 7.7378609908046201 2.6839934368617833 2.0731414836191111 1.7706806606147436 0.56912494823336501 0.59504803828895036 1.2931557270931078 2.0607520729317916 0.87087853458797315
leaf_count=197 47 62 67 7 63 6 18 23 634 70 62 66 34 61 19 26 12 66 755 55 29 144 42 36 42 14 9 64 117 53
internal_value=-0.000102599 -0.0254776 -0.00124571 0.0273832 0.00274195 0.000463717 0.0100593 0.00614811 0.0110042 0.0129944 0.0383586 0.00189508 -0.00189501 -0.0247336 -0.000193398 0.0413249 -0.0392801 -0.0834861 -0.000240141 0.00685042 7.10878e-05 -0.01879 0.0221096 0.00287825 -0.0244305 -0.00585529 -0.00377991 -0.0300193 -0.0110204 -0.0304356
internal_weight=63.6569 1.38967 1.05588 0.823845 0.61741 62.2672 12.2861 11.5528 10.585 10.4102 2.64804 1.1748 49.9812 3.37691 2.38198 1.15506 1.22692 0.994928 46.6043 20.5962 18.1363 9.7726 8.36365 6.52782 3.84382 26.008 25.4389 4.81983 3.52668 2.93163
internal_count=2900 396 199 132 125 2504 920 902 879 832 198 136 1584 190 118 45 73 72 1394 382 327 173 154 120 78 1012 998 243 179 170
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=13 23 13 8 13 18 19 16 19 13 20 0 22 9 16 19 18 23 9 3 6 5 9 20 12 10 12 9 3 10
split_gain=0.088357 0.240598 0.235601 0.206883 0.184445 0.214277 0.180538 0.175568 0.381636 0.270468 0.242059 0.210734 0.541277 0.376134 0.423016 0.314685 0.274311 0.575316 0.449219 0.341726 0.329081 0.556605 0.490674 0.57786 0.559498 0.603512 0.427679 0.407727 0.376283 1.23774
threshold=95.870416931800023 0.079785000000000009 96.429616222950017 2.9476996444500005 73.376087754350024 14.708525021850003 12.451004585100002 13.534968349350001 11.850956171350001 99.19872809730002 38.771633980050005 98.615332683000005 -0.094344999999999998 191.87997069285004 17.654958715000003 12.551012654050002 15.312071772700003 0.088990000000000027 208.47660979520001 83.269613674350026 14.835346625500001 17.671168838450004 203.83507631320003 43.124157941850008 130.74068757200004 72.026481772850005 248.93007845160002 216.18094582280003 85.898925725950008 68.961639504150014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 10 9 -9 -4 16 -13 -14 15 -15 20 19 -19 -18 22 -22 24 27 25 -10 -26 -24 -23 -30
right_child=2 6 7 -5 5 -7 -8 8 11 -11 -12 12 13 14 -16 -17 17 18 -20 -21 21 28 23 -25 26 -27 -28 -29 29 -31
leaf_value=-0.1053371141695813 0.061437224238736793 -0.10213232274454385 0.027107085600448728 -0.10123435578148599 -0.077814905913075605 0.027117680786116979 0.0032384235900820902 0.10020674072886404 -0.079241354919685467 0.013987333485576743 -0.0798750528465135 -0.10303788455091188 0.066459339686737395 -0.0089422531229913973 0.054934740868895354 -0.10420564804992082 0.077437242966605535 0.017169597429804683 -0.088339931949756409 -0.0029537485859070767 0.078872503860435692 0.04109128722224277 -0.096379217791722469 0.029317987286036032 0.042251032068532916 0.009854818206479975 -0.063348898337869705 -0.006488278469729024 0.0014083069685499542 -0.12058782602947692
leaf_weight=0.13460039271285529 0.63285303942393412 0.4848714983290846 0.32323591547901642 0.18891317593079282 0.21857378497952584 1.7746843542663553 0.24464497615190339 0.63483707886189111 1.4386577007971921 0.85230841404700186 0.61179045807875809 0.70227703181444701 0.58557160920463447 0.74373770377133019 0.48671379720326502 0.64964078099001199 1.8775485928636038 1.1874337401241062 0.61125304584857065 0.73605950326600567 0.93985173478722472 2.2050487096421412 1.8448983348207555 0.72704927809536446 2.7695095551607669 1.61230363449431 0.44516893052059447 0.69455250061582763 35.43996512008016 0.85162569273961608
leaf_count=64 33 337 28 82 33 229 28 17 56 43 91 103 22 37 21 50 44 36 32 37 15 40 80 19 130 48 54 24 1048 19
internal_value=-0.000102094 -0.0167137 0.000746905 -0.000943509 0.0079604 0.0156111 -0.066796 9.56016e-05 0.000788175 0.0507929 -0.0428916 -0.000526871 -0.0255857 -0.00352551 -0.0253229 -0.0533573 0.000960267 0.0248414 -0.018686 0.0547971 -0.00119153 0.00283878 -0.0178658 -0.0492884 -0.00148405 -0.0321578 0.0276275 -0.0717936 0.0009825 -0.00145448
internal_weight=62.6502 3.04629 59.6039 2.31677 2.12786 1.99326 0.729516 58.971 58.036 1.48715 0.935026 56.5489 3.16794 2.46566 1.88009 1.39338 53.3809 4.41229 1.79869 2.61361 48.9686 39.4365 9.53214 3.2665 6.26564 3.05096 3.21468 2.53945 38.4966 36.2916
internal_count=2900 773 2127 408 326 262 365 2094 1975 60 119 1915 233 130 108 87 1682 149 68 81 1533 1122 411 123 288 104 184 104 1107 1067
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=5 22 5 22 22 10 5 23 3 8 23 13 9 15 13 22 23 5 23 23 5 6 10 22 0 22 15 16 17 23
split_gain=0.0879946 0.310324 0.27881 0.368597 0.305607 0.26284 0.425853 0.39301 0.371288 0.309921 0.282008 0.220535 0.594112 0.225259 0.207392 0.203314 0.196739 0.228426 0.496803 0.457278 0.366125 0.35774 0.307021 0.296525 0.709611 0.630843 0.485817 0.570457 0.524017 0.420782
threshold=23.721757872050002 -0.54972999999999994 22.963361893800002 -0.068524999999999989 -0.14739999999999998 61.917879202350001 24.301614351200005 0.097615000000000021 93.58791597905001 3.0476216663000004 0.087265000000000023 117.68187774410002 191.62448690950001 42.133814420300006 117.54745483760001 -0.063985 -0.27223499999999995 21.850554661550003 0.10419000000000002 0.082620000000000013 21.623222698850004 16.465384711100004 62.030794443850006 -0.10098 88.028184565250015 -0.060760000000000002 37.128521979500007 22.664946999500003 188.73286619890004 0.088670000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 10 -3 15 -10 -7 13 -13 16 -5 -8 -1 20 19 -19 23 -21 -20 24 -18 26 27 28 -25 -30
right_child=1 5 3 14 -6 6 8 -9 9 -11 -12 12 -14 -15 -16 -17 17 18 22 21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.05331468228790695 0.077809209716387107 -0.012256335237277663 0.048647340144074701 0.021499843159604258 -0.029905685394108074 -0.016291291598811063 -0.016134538923248173 0.074400943456471733 0.1017594985640586 -0.10205600404614097 -0.11299209247861471 0.021398278681312971 -0.086506161533813131 -0.045871245515837836 0.08859687073376607 0.058463293021079145 0.068290281379409568 -0.014661579471542808 0.01723217803869688 0.06950046490179633 -0.046239054287061633 0.0086359785774763522 -0.064388139846234552 -0.064292491642428493 0.0034237220065536228 0.0086434184419369314 -0.075798402235261686 0.088381721079512587 0.013997496257466963 -0.038094825707934224
leaf_weight=0.64374801005396065 0.37673591566272069 2.7503291434004491 0.77368240757641604 0.82260519450937764 1.3762720550876113 0.46291427756659709 0.74312376324087381 0.64634184844908293 0.087186049669980892 0.51707805794285377 0.86531385849229991 1.0128445336595171 1.0283039030618963 1.0214479235000897 1.0469849496439563 0.71870640726410806 2.0125901876744967 1.5267396396084212 0.85062604816630472 2.8671255978733825 1.6930174164153857 1.4561472467612473 1.0057908245362339 2.0951488877453706 10.407696357056009 14.420959175202846 1.5209816404967575 0.50660530570894557 3.8930580454198207 2.5771221589648121
leaf_count=71 10 301 30 21 34 23 30 25 2 131 32 17 24 37 25 18 35 47 14 40 37 24 30 102 752 657 41 7 164 119
internal_value=-0.000115556 -0.0105323 0.00125295 0.0266012 -0.0016376 -0.0154332 -0.0351133 0.00423341 -0.0067136 -0.0726486 -0.0792899 -0.000763052 -0.0329626 0.000592115 0.0590747 0.0205414 0.00159175 0.00234646 0.0180829 0.0323858 -0.000752964 0.0490003 -0.026989 0.00130421 0.0139347 -0.00496729 -0.0234966 -0.0147278 -0.0208263 -0.00675127
internal_weight=61.7272 7.16773 54.5595 4.01954 2.14995 6.79099 3.39432 3.39667 2.06609 0.604264 1.32823 50.54 2.04115 48.4988 1.86959 1.46183 47.4774 46.8336 7.70643 5.85001 39.1272 4.32327 1.85642 37.4342 12.4203 25.0139 10.5929 9.07193 8.56533 6.47018
internal_count=2900 572 2328 110 64 562 236 326 181 133 55 2218 41 2177 46 48 2140 2069 155 111 1914 64 44 1877 787 1090 433 392 385 283
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=20 20 23 9 5 4 20 20 13 18 9 8 21 9 21 17 4 2 20 20 5 10 16 20 9 2 16 7 16 19
split_gain=0.0919212 0.169133 0.220027 0.186129 0.159737 0.226189 0.223734 0.182031 0.312528 0.42848 0.311916 0.226694 0.524547 0.19895 0.421621 0.395876 0.413349 0.397026 0.288139 0.201247 0.440712 0.342944 0.499421 0.269257 0.436652 0.534103 0.422892 0.251391 0.35974 0.41924
threshold=49.275256100300005 47.833738492450003 -1.0000000180025095e-35 65.407743180450012 10.293758831600002 310.49012963040008 43.45354240915001 44.421469061800003 117.64423933030001 13.849588037450003 58.059373288650008 4.9461400813500012 13.915737982950001 187.70546222865002 0.48873335625000008 187.59608338195002 195.32149859550003 107.86920410340001 42.448133449100006 43.19689381845 17.369804050850004 62.197478847950002 22.604947139800004 42.686561923500008 201.63419974125003 296.01432942755008 22.574947209950004 25.396105459650006 18.764956119400004 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 4 3 -3 5 -1 -7 10 9 -9 -6 12 -12 14 -13 16 -16 -17 -19 23 -21 22 -22 27 26 -26 -25 -15 29 -29
right_child=-2 2 -4 -5 7 6 -8 8 -10 -11 11 13 -14 19 15 17 -18 18 -20 20 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.10162792727000736 -0.028093620885684012 -0.049385523138359699 0.061898598675603503 0.037517217759079645 0.071745145801668242 -0.10122111135720378 0.037189661215353671 -0.092781614033187521 0.074763931241228612 0.0076784689868357849 -0.10273819503972553 0.093745987555357291 0.086062977498860493 -0.0043389507346689579 -0.056015986781020335 0.067992571747417005 0.03058400665168455 0.024493964085017177 -0.069548795265657229 -0.055355694886450306 -0.055614783242335333 0.062669266896219905 0.047472527905102639 0.044552845568732603 -0.099352082425343727 0.024772226328156594 -0.054330715179252656 0.024481514008780087 0.061319549902280814 -0.036329566041401494
leaf_weight=0.37507438040574825 1.1509623425881716 0.4773036646511174 1.0088639292516732 0.5095959659665823 0.61962822264467732 0.16268777117784339 0.41392529319273308 0.89602365897371672 0.24899796440149646 0.80689751642057672 0.56611644380609405 0.65839385060826217 0.19884131247818004 32.772094050782471 1.4152111941948535 1.557966939173639 0.90274433604645299 1.101094053359702 0.46271003702713631 0.67387506103841488 0.83286553301150013 1.8846202344575429 1.0785269176121799 1.0804713036050082 1.2622694882884387 0.47792066144756962 0.7211658791929948 3.493383920776977 1.4361435028840785 1.6783734347263815
leaf_count=254 219 32 51 17 38 160 42 110 11 46 256 22 16 829 30 24 28 34 30 38 22 49 27 21 60 18 33 212 32 139
internal_value=-0.000101505 0.000437492 0.0290585 -0.00451238 -0.000551134 -0.0411813 -0.00186207 0.000129311 -0.0298797 -0.0451805 0.00119675 0.000391038 -0.0536617 0.00116405 0.0181656 0.00901782 -0.022289 0.0322635 -0.00333211 -0.00102363 0.0191695 0.0323994 0.00255351 -0.00312655 -0.0295365 -0.065263 0.00497137 -0.000751246 0.0170421 0.00474669
internal_weight=60.9247 59.7738 1.99576 0.9869 57.778 0.951687 0.576613 56.8263 1.95192 1.70292 54.8744 54.2548 0.764958 53.4898 6.09812 5.43973 2.31796 3.12177 1.5638 47.3917 4.46989 3.79601 1.91139 42.9218 3.54183 1.74019 1.80164 39.38 6.6079 5.17176
internal_count=2900 2681 100 49 2581 456 202 2125 167 156 1958 1920 272 1648 168 146 58 88 64 1480 136 98 49 1344 132 78 54 1212 383 351
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=8 22 8 6 22 8 2 16 23 22 13 3 22 16 13 14 6 13 16 22 22 22 15 6 0 22 9 2 19 8
split_gain=0.0857622 0.465875 0.386007 0.316231 0.196572 0.181688 0.260182 0.187439 0.25319 0.15737 0.151852 0.173712 0.153605 0.142516 0.170101 0.146815 0.416043 0.517951 0.415875 0.287206 0.612341 0.61913 0.983294 0.984494 1.2481 0.626581 0.577283 0.500776 0.607205 0.520681
threshold=8.8430989333000021 -0.011399999999999999 9.3427090425500019 16.355382140900002 -0.14869999999999997 8.7431769115000026 100.60547560250002 22.724946859200003 0.095290000000000027 -0.091399999999999995 117.75715457175001 93.733092718100025 -0.12350999999999999 22.684946952700002 117.69263157665002 241.54317565595002 16.515385879350003 116.55003687120002 22.674946976100003 -0.067574999999999996 -0.083330000000000001 -0.08725999999999999 26.135540888150004 15.925372093750001 87.181320254150009 -0.245055 198.12670160920004 220.59538940565002 13.751109481500002 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=5 2 3 -2 -4 7 -7 10 -9 -5 13 -12 -13 14 15 -1 18 -18 19 20 21 22 -17 -24 25 -25 -22 28 -21 -29
right_child=1 -3 4 9 -6 6 -8 8 -10 -11 11 12 -14 -15 -16 16 17 -19 -20 27 26 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.0046238234009394526 0.034544281539578552 -0.080703335051699854 -0.0023450101581984966 -0.11038415693541798 0.079560238863727498 -0.017813404453080824 0.057837670060928228 0.070951485244081111 -0.0073820520099983277 -0.025544454615634638 -0.1163696712752938 -0.10217988659693794 0.027408840038396904 -0.039792722858466578 0.040787867907294842 0.016767096796626826 0.039991179665669271 -0.086160573847931909 0.10074618106523943 -0.01161025188391366 0.012547216605219831 0.056911256085447226 -0.098604823253670315 0.028629340614525468 0.081866400572260745 -0.11227955547318069 -0.086369180208385105 -0.0033793747889375825 0.054312503978076625 -0.10676048525155213
leaf_weight=25.183907615056796 0.47317552316235445 0.82906396423641027 0.49250400083838031 0.4268612880186996 0.72343468901817665 0.70991939096711476 1.264170669019222 0.85002245754003414 0.80186761636286974 0.44820602607796867 0.24130649678409 0.12970119280362269 0.31029551976826042 0.91484012150613025 1.0037935252767045 5.2951532872812059 0.43763135421613597 1.2698195752236641 0.38224389334209163 2.3660913182802759 0.85521002610949048 1.4907894800999208 2.0182624070357633 0.47767605449189443 0.9949165517464279 0.92991601712128624 1.9025511536019619 2.9391777535875012 3.412159018102102 0.5839757042704149
leaf_count=908 11 49 23 25 30 15 34 18 22 20 4 53 12 31 18 611 49 73 10 230 39 49 132 11 16 44 92 186 64 21
internal_value=-9.63203e-05 -0.0155394 0.00552976 -0.0313166 0.0463853 0.000826814 0.0306321 -0.00024705 0.0329265 -0.0669296 -0.00127828 -0.0481853 -0.010791 -0.000669074 2.53307e-05 -0.000784277 -0.00615576 -0.053827 -0.00271379 -0.00441357 -0.0134813 -0.00309351 -0.0123005 -0.0471174 -0.00386461 -0.0644612 -0.0556942 0.0092001 0.0273183 -0.0205152
internal_weight=60.1586 3.39325 2.56418 1.34824 1.21594 56.7654 1.97409 54.7913 1.65189 0.875067 53.1394 0.681303 0.439997 52.4581 51.5433 50.5395 25.3556 1.70745 23.6481 23.2659 13.9645 11.2067 9.71592 4.42077 2.40251 1.40759 2.75776 9.3014 5.77825 3.52315
internal_count=2900 158 109 56 53 2742 49 2693 40 45 2653 69 65 2584 2553 2535 1627 122 1505 1495 994 863 814 203 71 55 131 501 294 207
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=13 18 4 23 8 19 13 18 0 13 10 23 9 7 23 22 2 4 10 2 13 21 2 9 3 20 19 20 2 15
split_gain=0.0818579 0.218639 0.213716 0.205213 0.179545 0.175453 0.163227 0.179859 0.160198 0.295815 0.415302 0.276143 0.219003 0.199874 0.513634 0.316907 0.314919 0.351403 0.179849 0.427083 0.182367 0.142744 0.244244 0.222683 0.21813 0.2322 0.141764 0.133789 0.475599 0.442816
threshold=95.870416931800023 17.140917755100002 354.65463678160006 0.079785000000000009 2.9476996444500005 12.451004585100002 73.376087754350024 14.708525021850003 98.615332683000005 98.741690215100007 81.524804347700012 0.11308000000000003 188.14427954665004 25.396105459650006 0.092290000000000025 -0.58350999999999986 146.11720701395004 284.52062788975007 64.434276012450013 205.16057895720004 108.84491586935002 20.770927814650005 203.55719022600002 38.559541491950007 66.676450093250011 48.919835655300012 11.650940033400003 36.625813070500008 132.99388411665004 35.054707749500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 4 6 -5 -1 -8 13 10 -10 12 -11 27 16 -16 -15 -18 -19 -20 -21 22 -9 24 -24 -26 -14 28 29 -2
right_child=1 2 -4 5 -6 -7 7 21 9 11 -12 -13 26 14 15 -17 17 18 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10500887389349703 0.010292182332533272 0.058308752224321969 -0.021417068870918141 -0.10199821928635831 -0.10110169004521184 0.0053113960963927969 -0.075523540319436408 -0.10103874351637909 0.053735392793117565 0.030835034324267291 -0.080227881268049028 0.0081055210407444435 -0.024293810216197059 0.088701843097789584 0.031738735914274306 -0.086619041609099334 -0.081183749073198225 0.081904186283205394 0.085080516015671279 0.010907895648521399 -0.10544090590205191 0.091913472684508668 -0.10350818948846761 0.064998228847831921 0.09361267603231814 -0.065430476027201104 -0.10349361869010665 -0.002462711457584775 -0.051731464123307605 0.089419969518957698
leaf_weight=0.1233895841342022 2.6146563212823817 1.2156584457261477 0.46478538191877294 0.44046960558898707 0.1680691117326204 0.23294299979534117 0.2020807591616175 0.1690844195873068 0.87271510549908204 0.18989299038366914 0.31492252099997131 0.68368538469076146 0.29734813934192039 1.0194120770320294 0.36972564412280917 0.58285368117503811 0.29195022222120304 0.59012834401801206 0.44029101566411555 0.26753589755389839 0.2713602080475539 0.263589622452855 0.19987623155975576 0.69483393762493506 0.21534574942779727 0.16000464558601379 0.94195283524459228 43.103369651140383 0.84429633084073419 0.96946876123547543
leaf_count=64 114 46 24 337 82 28 33 87 51 13 53 34 8 17 7 41 19 14 12 19 21 10 41 34 11 46 110 1442 64 18
internal_value=-0.000109834 0.000729235 0.0362578 -0.0165849 -0.00177733 -0.0648783 0.00645328 0.0136735 -0.000362929 -0.0217186 0.0182127 -0.0441638 -0.069168 0.00100931 0.0229754 -0.0406807 0.0440251 0.0195557 0.0382969 0.0120161 -0.0476793 0.0242595 0.0118681 0.0268996 -0.019121 0.0258156 -0.084491 -0.000762173 0.0157898 0.0316954
internal_weight=59.2157 56.346 1.68044 2.86969 2.19627 0.673413 2.0282 1.90482 54.6656 3.30052 1.18764 2.11288 1.42919 51.365 3.83326 0.952579 2.88068 1.86127 1.56932 0.979187 0.538896 1.70273 1.43914 1.27006 0.575227 0.37535 1.2393 47.5318 4.42842 3.58413
internal_count=2900 2127 70 773 408 365 326 262 2057 269 104 165 131 1788 150 48 102 85 66 52 40 229 219 132 98 57 118 1638 196 132
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=19 8 5 5 5 22 10 5 2 22 16 3 9 23 17 0 13 23 9 14 2 22 20 23 22 23 7 18 16 13
split_gain=0.0838958 0.182342 0.115207 0.360563 0.283477 0.727429 0.286687 0.440061 0.255081 0.252974 0.221902 0.20209 0.275557 0.179178 0.488046 0.378879 0.350269 0.349496 0.497794 0.426802 0.398923 0.346955 0.390914 0.345259 0.312797 0.264633 0.225822 0.42337 0.522461 0.793417
threshold=14.651182102100002 8.6432548896500023 23.721757872050002 23.524801812050004 25.556820288350004 -0.063985 61.923256118600001 24.301614351200005 347.55895130095001 0.15675000000000003 22.694946929300002 103.44111502715002 71.82068887245002 0.11308000000000003 185.01807150455002 87.181320254150009 114.65467388920001 0.10211000000000002 190.24759545780003 186.41884102645002 112.95519936480001 0.11529000000000002 40.922041107600009 0.10371000000000001 -0.069554999999999992 0.10176000000000003 22.969987962250006 13.340835220050002 22.604947139800004 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 13 5 10 -7 -8 9 11 -4 -6 -13 17 -15 -16 21 25 24 -20 -21 22 -17 -22 -19 26 -1 -28 29 -29
right_child=1 -3 4 -5 8 6 7 -9 -10 -11 -12 12 -14 14 15 16 -18 18 19 20 23 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.012530056368288202 0.045236690659879737 -0.012161341141919621 -0.10694022036615498 0.062011562325545527 0.044754578113929327 0.082983333344979648 -0.096309274866406336 0.042838308149817129 -0.10512457771884165 -0.10381965089908921 -0.021978379194767406 0.016532232744284871 -0.1036388687433201 -0.06515686757600006 -0.011234047485993879 -0.062981598991884977 0.10161732309007923 -0.029458989400535124 -0.11613414684515998 0.034266599804204274 -0.12516977491338652 0.073131192097980149 0.048182335944444092 -0.030612550990900392 0.062240287089885105 0.078253935384350229 -0.063401365833171699 -0.00076705450163834445 0.038482981102495713 -0.060026534568676175
leaf_weight=10.291458545274507 1.2073303014039987 1.0219568103784693 1.114971269740636 0.9412277135415924 1.6072021053696528 0.44109042153286171 0.3879609809955582 0.54876458916987758 0.18901003725113685 0.16901086168945756 0.42442514037247736 0.82383254915475823 0.24833237158964039 0.63955608469905101 1.6200470308540387 0.62868889874198497 0.88497835490852583 0.66177182509636623 0.70229470543563399 0.74037969371420365 0.48394579791965986 0.94110425743747317 0.63671890850673662 1.910877183656339 0.84950764854420302 0.43551743854186398 1.180525579664393 21.495421467009699 2.8228853086475274 2.5247339596971861
leaf_count=418 27 34 103 32 100 12 17 32 27 20 22 65 148 32 34 50 13 24 16 17 19 21 29 70 24 9 23 1354 59 49
internal_value=-0.000102507 0.0189241 -0.000855278 0.000699092 -0.0140094 -0.0362731 0.0165095 -0.0147921 0.00737354 0.0148386 -0.0835155 0.0223234 -0.0113015 -0.000467915 0.0168124 0.0279391 0.0484672 -0.00256474 -0.0265264 -0.045671 -0.029887 0.02715 -0.00704692 -0.0497207 0.0220862 0.00074271 -0.000138341 -0.00479072 -0.00221309 -0.00699576
internal_weight=58.5755 2.22929 56.3462 50.3916 5.9546 2.91721 1.37782 0.936726 3.03739 2.84838 1.5394 2.67937 1.07216 49.4504 5.35109 4.71154 3.09149 44.0993 5.34878 3.8375 3.1352 2.20651 1.26541 2.39482 1.51128 38.7505 38.315 28.0236 26.843 24.0202
internal_count=2900 61 2839 2293 546 186 61 49 360 333 125 313 213 2261 179 147 113 2082 170 122 106 100 79 89 48 1912 1903 1485 1462 1403
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=21 21 12 15 17 18 20 9 12 9 9 4 22 22 2 6 15 16 10 15 20 21 9 9 21 20 22 0 21 13
split_gain=0.0834824 0.417437 0.355572 0.212394 0.208037 0.356189 0.45912 0.431846 0.506031 0.420425 0.392471 0.401179 0.752355 0.512298 0.635661 0.82489 0.391833 0.368092 0.343775 0.402789 0.298902 0.613362 0.368375 0.584508 0.525529 0.298117 0.398518 0.484537 0.39115 0.360718
threshold=3.5085246469500002 3.8005420560000007 195.51336019310003 46.810838056050009 187.98346801990002 13.278511569200001 42.131954243650007 203.09362050815002 96.350437043050007 207.13025159505005 202.37225149245003 277.00048312305006 -0.016334999999999999 -0.079824999999999993 103.98563613345001 16.445384243750002 30.416602988400005 22.584947186600004 62.55235532115001 23.969938375100003 39.646013290900008 6.5006332158500006 198.78883073475004 195.74493321760002 8.5501791199000028 41.028010303750008 -0.083794999999999994 86.420486603250012 16.247620585350003 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=3 2 -2 -1 20 6 -6 8 -7 -9 11 12 13 14 -10 16 -16 -8 -11 -20 -3 -22 23 -23 -24 29 28 -28 -27 -13
right_child=1 4 -4 -5 5 7 17 9 10 18 -12 25 -14 -15 15 -17 -18 -19 19 -21 21 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.006720427847096146 -0.11946313104289324 0.027134135854174537 0.0032877562529959521 -0.055389569263595673 0.051536010148180711 -0.11975756810703019 0.040470906416401276 0.045892070826507925 0.035497624821646138 -0.057899936611850833 -0.072536128512776216 -0.028398227836216094 -0.088893074308390066 0.054882966067823107 -0.016048858941138562 0.028225809124153428 -0.12183563336461439 -0.053575740861008053 -0.047393139734988071 0.024874690125461844 -0.074209292368971655 -0.0083360209629381801 0.049796887894641005 0.096637062081628422 -0.10935317330131833 -0.085607266067324952 -0.072852307351958287 0.041335890850219832 0.031891533153330008 0.078692732541442323
leaf_weight=19.997380928294664 0.56005727122101134 1.5120283246433235 0.40781652051009587 0.56616553527419355 3.0364359802333665 0.43228071765043097 0.72700997770880327 2.9686641197768022 1.2978137636091558 0.88345537486020465 0.9237846349715263 0.42573547865868011 1.3304035955552498 1.1322514493367637 0.49380060845578588 0.88046994525939215 1.2034917214332379 0.97335717577516334 0.97018854320594972 3.7609262242913246 1.726674288545835 4.8765767791210237 0.29316415949870112 0.59517651735222887 0.70991878964741773 0.84458280070975644 0.44750290981028529 2.1911120704935456 0.42633565562573494 1.20413512957748
leaf_count=1059 25 80 35 33 52 15 17 79 27 24 20 56 64 21 39 14 33 45 92 141 144 414 21 8 43 140 19 90 32 18
internal_value=-0.000103678 -0.00292798 -0.0677417 0.00501039 -0.00119828 0.00338249 0.0282385 -0.00201415 -0.0133447 0.0154554 -0.00975137 -0.00486828 -0.0220494 -0.00429138 -0.0215792 -0.0503154 -0.0910586 -0.0133651 -0.000637701 0.010055 -0.0137206 -0.0212526 -0.00713043 0.00308217 -0.0628395 0.0147905 -0.000188252 0.0219698 -0.0461917 0.0507197
internal_weight=57.7987 37.2352 0.967874 20.5635 36.2673 26.5537 4.7368 21.8169 13.2337 8.58323 12.8014 11.8776 6.33823 5.00783 3.87558 2.57776 1.69729 1.70037 5.61457 4.73111 9.71354 8.20151 6.47484 5.47175 1.00308 5.5394 3.90953 2.63861 1.27092 1.62987
internal_count=2900 1808 60 1092 1748 1038 114 924 588 336 573 553 198 134 113 86 72 62 257 233 710 630 486 422 64 355 281 109 172 74
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=9 3 13 21 20 18 16 15 16 7 2 20 20 18 9 23 21 13 21 13 16 19 6 6 6 3 14 17 21 7
split_gain=0.080731 0.190465 0.258478 0.128037 0.189044 0.120808 0.229393 0.400021 0.210956 0.234774 0.193387 0.181796 0.354149 0.576795 0.473011 0.401225 0.268353 0.454514 0.310682 0.283204 0.27639 0.303923 0.2723 0.349569 0.266027 0.345841 0.199225 0.178193 0.388965 0.263183
threshold=37.256168974800005 66.676450093250011 96.209162656250015 20.770927814650005 50.264779514000004 17.327266398450003 17.654958715000003 20.310401204950004 11.934972090850001 26.752366550650006 309.73785348360008 43.19689381845 42.718072821900002 13.197799034350002 201.63419974125003 0.087530000000000011 6.655069997600001 105.26657809770002 6.338788634150001 117.34850893595002 18.324957148300005 11.850956171350001 16.575387281250006 16.455384477450004 14.415336812050002 93.077108934250006 322.14344873355009 213.85098605320005 1.2781961269500002 25.396105459650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 -7 10 11 -2 12 27 -14 15 -15 18 -18 19 20 21 -13 23 24 -19 -26 -16 29 -29 -10
right_child=5 2 -4 -5 -6 6 -8 -9 9 -11 -12 16 13 14 26 -17 17 22 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10170200682894698 -0.10270978691811217 0.036456426931994544 -0.1026661921568332 0.10087886147325281 -0.10074364031066513 0.038444522181069342 0.10174802962699761 -0.069961664271879498 -0.00041803422035745474 -0.056303259421463137 -0.0033032726408150541 0.06245463573728445 -0.11090372444065449 0.072185558166771815 -0.088989376929676969 -0.030194737885726405 0.052107544140323703 -0.074025853676056338 0.092777690120914039 -0.022528715215728159 0.071436210166069575 -0.073598637421915594 0.045739009323217089 -0.10893126061037713 0.06401828210194728 -0.030154057327010445 -0.01075612145988834 0.050199663703227572 -0.086674760872380338 0.027411272907500252
leaf_weight=0.25962760472839252 0.38372785214869409 0.38302387842850294 0.20595114020761685 0.1681814044713974 0.13611789363494609 1.2910323771852739 0.32152173481881607 0.4622687322917044 35.746428217235007 0.72344513248753983 0.39939676339417929 0.3126296834088852 0.72980633486986279 0.8524600729433589 0.75301185878925003 0.69475552625954151 1.1662250321969621 0.59327452967409167 0.74155888706445683 1.0084890711732439 1.2164357225992715 0.34580031085533847 0.52239251265200426 0.49723293594433915 0.60985027858987439 1.0815920973109312 0.57335520745255053 0.30894908239133556 0.63301064621191472 3.7552156955571254
leaf_count=197 171 62 67 7 63 240 8 44 1135 86 23 14 62 26 29 19 82 36 15 37 26 46 58 31 15 39 17 17 44 184
internal_value=-0.000116965 -0.0263095 -0.00439686 0.0250488 0.000482854 0.000424947 0.0241014 0.00986256 -0.000490718 0.000272489 -0.0520121 0.00105744 -0.00147395 -0.0315142 -0.0113516 0.0262131 0.0148306 -0.00156397 0.0350498 0.020203 0.0431883 -0.00899907 -0.0205066 -0.0329462 -0.0164092 0.00379982 -0.0551711 0.00120254 -0.0417819 0.00222755
internal_weight=56.8768 1.1529 0.893274 0.687323 0.519142 55.7239 2.07482 1.7533 53.649 52.8659 0.783125 52.1425 44.047 3.60339 2.87358 1.54722 8.09548 4.47057 3.62491 2.88335 1.87487 0.65843 3.30434 2.78195 2.28472 1.69144 1.32637 40.4436 0.94196 39.5016
internal_count=2900 396 199 132 125 2504 292 284 2212 2018 194 1932 1533 153 91 45 399 261 138 123 86 60 179 121 90 54 46 1380 61 1319
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=13 16 10 13 20 18 8 19 23 17 10 5 5 23 9 23 19 13 3 16 16 20 15 15 18 23 16 9 17 20
split_gain=0.0771145 0.825375 0.679655 0.882393 0.42668 0.543323 0.444251 0.400077 0.47079 0.371852 0.504837 0.403029 0.378914 0.539189 0.4263 0.322919 0.313087 0.312357 0.69207 0.634511 0.426427 0.530553 0.524127 0.623393 0.430281 0.427246 0.399422 0.497051 0.441464 0.395862
threshold=112.82921081865001 19.974953289850003 66.318885161900013 113.85351336640001 38.441102963850007 13.373311100250001 8.543332867800002 14.251149826300002 0.10371000000000001 212.33270692945004 63.910026677050006 19.915533535850003 21.197160116700001 0.083415000000000031 197.19111486365003 0.25847000000000003 14.051133688400002 109.72404167800001 86.130133125200004 19.214955067100004 18.684956306450005 38.238138001450004 29.049007317550004 27.992471162000005 14.025183600500002 -0.084259999999999988 15.919962772200003 191.87997069285004 234.67375690460003 37.858673296900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -2 5 6 7 8 -5 10 11 -6 13 -13 -15 16 17 19 -19 20 22 25 23 26 -24 -22 -1 -28 -29 -20
right_child=2 -3 -4 4 9 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 18 29 -21 21 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0053413154439325514 -0.10504698903827117 -0.083116992772022572 0.066045009476865826 -0.081228964330599729 0.082429042779050235 0.085743274135038058 -0.042992404296541664 0.097066863976461429 0.10281344019517294 0.072242239077369194 -0.07218459956930405 0.032047749816080273 0.0034938514648420026 -0.016849983018810789 -0.086176679164447309 -0.10378598686715293 -0.076242956186026944 0.10193132981476299 0.056618327455476618 -0.08834897078798834 0.058543734543943529 0.072196296183447514 0.061073493255572112 0.074136338624052833 -0.079772862398161143 -0.064050519056155136 0.0092588713797858054 -0.095130387539400368 0.034320702659270001 -0.032971245885023003
leaf_weight=10.247757310612565 0.78244728360369364 1.2602082660887379 1.6309053199365724 0.38434157037409356 0.56472337804735673 1.3214361998252568 1.0440100831910966 0.68498891405761242 0.21773318201303482 0.65591102698817749 1.0413207400633826 1.1282466626726115 18.117645845610241 2.0283448779955511 1.5762722403742371 0.29644075002897707 0.51013017876539279 0.9809702443890268 0.78447067736851783 0.80954933387692918 0.47651737276464701 1.7450150756048968 0.25701607587688968 1.0993964608351223 1.3896569444805207 0.70463962526991897 1.382277504228113 1.416956555272918 0.32360602333210398 1.3283674393860563
leaf_count=1167 34 49 33 53 14 23 27 16 3 18 49 21 605 39 35 39 21 13 22 33 8 47 12 24 125 33 166 114 19 38
internal_value=-0.000117014 -0.00425298 0.00320109 -0.000267658 0.00258249 0.0345176 0.00547879 0.0447965 -0.0146722 -0.00206235 -0.00405515 -0.0010253 -0.00308778 -0.0282826 -0.047166 -6.88346e-05 0.00124194 0.00296455 0.0325195 -0.00164131 0.00204481 0.037164 -0.00433149 0.00175196 -0.0577893 -0.014592 -0.00419984 -0.0355096 -0.0710628 0.000292255
internal_weight=56.1913 25.013 31.1783 29.5474 28.765 3.65251 2.33107 1.28706 0.602075 25.1125 24.4566 23.4152 22.8505 4.73286 3.60462 23.7528 23.4563 22.9462 3.09381 19.8524 19.0428 2.92617 16.1167 14.47 1.64667 1.18116 13.3706 3.12284 1.74056 2.11284
internal_count=2900 1930 970 937 903 122 99 72 56 781 763 714 700 95 74 1881 1842 1821 73 1748 1715 88 1627 1490 137 41 1466 299 133 60
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=8 15 17 10 15 19 9 22 22 22 15 13 22 6 18 19 16 6 6 21 0 6 17 17 5 5 22 10 13 7
split_gain=0.0738391 0.183213 0.150726 0.164688 0.145536 0.230176 0.113061 0.146395 0.315292 0.166954 0.237861 0.138834 0.219141 0.174853 0.174396 0.213243 0.357232 0.182917 0.714305 0.292694 0.273022 0.234669 0.377549 0.276838 0.212613 0.537506 0.194135 0.283078 0.211407 0.242315
threshold=1.6487133604500002 21.073645951400003 201.37020668845003 90.988176966900014 12.389956812050002 11.450923895500003 53.944017839150007 -0.24103499999999997 -0.61225999999999992 -0.026349999999999998 32.393814985100008 95.870416931800023 0.20981000000000005 6.5601532769500013 17.140917755100002 12.150980378200002 16.514961380800003 13.665319288000001 13.775321858200002 13.996357022800002 97.671683879200017 12.26528657645 199.41622983390002 205.10400128480003 16.579584939650001 16.892865140250006 -0.15895000000000001 80.468240302450013 98.362617618700014 24.437987282900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -9 -11 12 13 -8 17 -16 -17 19 -19 21 24 23 -23 26 -20 -26 -13 -28 29 -29
right_child=6 -3 -4 -5 5 -7 11 9 -10 10 -12 14 -14 -15 15 16 -18 18 20 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.078841967484473877 0.089103081794298836 -0.10215407176533603 -0.10260708491677697 -0.10092269010035707 -0.10181525822177794 0.041137167969262964 0.021682772922256302 0.06309654878928847 -0.10366105239397944 -0.10151308804608963 0.10323975784788714 0.071424688670939568 0.070154337713127388 -0.085484416457403012 0.074447595083755314 -0.079622697743534157 0.053769321472351687 0.078982717750139902 0.041075773994671244 -0.10390073781622199 -0.052813232983608085 -0.093793579033321986 0.0072955107863241194 -0.067311493263465055 -0.090303884895281558 0.00063478890331330887 -0.044375658835579784 0.072646636760707595 0.092266825318724252 -0.075183148343508241
leaf_weight=0.30985779646107292 0.13845072513504419 0.2418960592649454 0.13962038070030758 0.11908857850221466 0.17251130729891884 0.32452344094053842 0.20291311683968061 0.94415860746448732 0.2191781544497643 0.16037202499137393 0.087797626852989197 0.56102585860207943 0.1575039308227133 0.60973583891336602 0.69705350697040447 0.33863596507580951 0.49312222481239587 1.1521970040630538 1.2486864605452854 0.38063297283952113 0.9857058729394329 0.74811591429170199 0.72993834101362154 0.42663665016880248 0.66036533517762919 41.246314913611059 0.7005983986964559 0.20651996042579412 0.41792487527709454 0.23943247419083491
leaf_count=32 4 94 108 131 55 45 57 42 39 73 1 28 22 234 23 25 22 33 26 45 42 72 54 46 21 1422 44 6 13 41
internal_value=-0.000106681 -0.023587 -0.00575195 0.00885196 0.0250535 -0.0084789 0.000464459 0.0270805 -0.0290353 0.043912 -0.0290755 -0.000325797 -0.0378019 -0.0587255 0.000383855 0.0336508 -0.000538933 -0.000639377 0.00125372 -0.020079 -0.000775206 -0.0121624 -0.0438706 0.0062012 0.000413388 -0.000798222 0.0209569 0.00285896 0.0411659 -0.00672338
internal_weight=55.0605 1.3075 1.0656 0.925981 0.806893 0.497035 53.753 1.54996 0.357629 1.19233 0.24817 52.2031 0.970153 0.812649 51.2329 1.52881 0.831758 49.7041 45.2933 4.41083 44.1411 4.03019 1.47805 2.55214 43.1554 41.9067 2.1255 1.56448 0.863877 0.445952
internal_count=2900 465 371 263 132 100 2435 159 43 116 74 2276 313 291 1963 70 47 1893 1544 349 1511 304 126 178 1469 1443 132 104 60 47
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=22 6 22 21 23 17 12 2 8 8 22 20 0 22 22 18 20 4 12 15 23 20 20 5 16 22 22 21 19 15
split_gain=0.0759033 0.126658 0.0993567 0.316615 0.401608 0.241055 0.142622 0.287149 0.161314 0.315402 0.277331 0.390839 0.234714 0.18632 0.532388 0.293165 0.191518 0.361395 0.299359 0.195008 0.367236 0.153888 0.448118 0.419251 0.661707 0.413678 0.400076 0.635417 0.438043 0.61091
threshold=0.68694500000000025 11.125259939900001 0.25677000000000011 0.25448588140000006 -0.11050499999999999 194.42005702145002 72.692757749350008 59.615984903700003 8.8430989333000021 8.7431769115000026 -0.011399999999999999 41.811877919650009 86.950112854950021 0.20327000000000003 0.19122000000000003 14.140199600350002 35.461062230100005 271.57455041175007 254.30002952885002 31.198916099800005 0.098005000000000023 40.12915366295001 40.621691032550004 18.310380701750002 22.644947046300004 -0.060760000000000002 -0.048664999999999993 3.4703576882500005 13.751109481500002 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=2 -2 6 5 -5 -4 -1 -8 9 13 11 12 -10 14 16 -15 17 19 -19 20 -9 25 23 -23 -25 -18 -27 28 29 -28
right_child=1 -3 3 4 -6 -7 7 8 10 -11 -12 -13 -14 15 -16 -17 21 18 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.037596548905628496 -0.012313473746835975 0.079971277538564034 -0.028095464013272897 0.049091492597237552 -0.097659171506104467 0.082900792213365881 -0.055145130117238789 -0.10368464238846918 -0.015572622096938202 0.045187236477257316 -0.089097087064861372 -0.080542704537885701 0.070307078314186436 0.091381640054744154 -0.11865391618785014 -0.0080070483076974015 -0.027221295196131604 -0.10822399738097016 0.048306932449689491 0.086064231413643666 0.0789134899519911 -0.028812738475693746 -0.0015801865171067107 0.09968842981135867 -0.0033683851770716974 0.065173021497529779 0.062965547381200734 -0.058939344774954827 0.072632634996158296 -0.091763891662645106
leaf_weight=1.0052993725985278 0.28766188522058556 0.30791098542977124 0.41887010557957072 0.24831571351387538 0.74892564306810527 0.36716595549114572 0.94175041938433324 0.18372199104714926 0.71059311043063667 1.6216713999165211 0.52488470755633798 0.51015190223552043 0.57637438760139048 0.56721691270649788 0.37952085768665611 0.62247769103123574 6.5769500491160215 0.28416269831950547 0.21433055415673152 0.88881837634835392 0.27501282082084799 0.74250167596256078 28.327360062794469 1.4879166028695183 1.0718503310345111 1.0795000485377384 0.48746788317111966 1.3255727709656637 1.1125128408893941 0.53546888110577129
leaf_count=32 28 16 34 24 62 23 41 98 39 46 35 37 19 18 10 31 380 62 41 19 12 49 1544 28 25 22 37 52 20 16
internal_value=-0.000106013 0.0353977 -0.000498778 -0.0237087 -0.0611179 0.0237521 0.000296368 -0.000438196 0.000590029 0.00184081 -0.0251495 -0.00647236 0.022889 0.000318062 -0.000715246 0.039379 0.0002885 0.0318242 -0.0409225 0.058735 0.00578346 -0.00107338 0.0024838 0.0373453 0.0565355 -0.0111937 0.0120223 -0.0045555 0.0292031 -0.0180295
internal_weight=54.4319 0.595573 53.8364 1.78328 0.997241 0.786036 52.0531 51.0478 50.106 47.784 2.322 1.79712 1.28697 46.1624 44.9727 1.18969 44.5931 1.84605 0.498493 1.34755 0.458735 42.7471 31.6296 3.30227 2.55977 11.1175 4.54052 3.46102 2.13545 1.02294
internal_count=2900 44 2856 143 86 57 2713 2681 2640 2510 130 95 58 2464 2415 49 2405 232 103 129 110 2173 1646 102 53 527 147 125 73 53
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=15 22 7 17 22 2 2 17 12 17 20 18 22 23 20 23 23 20 17 22 5 15 6 16 16 16 22 13 20 5
split_gain=0.0748836 0.421672 0.197343 0.120695 0.102733 0.269965 0.311446 0.406755 0.300083 0.224485 0.384188 0.295812 0.502605 0.173302 0.162926 0.351865 0.342973 0.568167 0.422642 0.45366 0.430614 0.392093 0.306972 0.272019 0.262318 0.479263 0.25052 0.519457 0.315165 0.29657
threshold=46.810838056050009 -0.082314999999999985 23.539316666200005 184.59783591905003 -0.25167499999999993 199.66651340635002 181.83510701155004 195.53954078470002 195.51336019310003 174.63059628235001 35.818873074050011 13.278511569200001 -0.58892999999999995 0.095645000000000022 42.178283198950005 0.087725000000000011 0.11467000000000002 43.740100730350001 203.08534335880003 -0.13820499999999999 21.072315829300003 39.104631750950013 9.6852262937500022 22.694946929300002 22.554947256700004 22.654947022900004 -0.16717499999999999 98.238948544700023 35.337501601400007 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=4 2 3 -2 5 6 7 9 -9 10 -1 -11 -13 -7 26 23 17 18 19 -17 -20 22 -19 24 -16 -26 28 -28 -6 -29
right_child=1 -3 -4 -5 14 13 -8 8 -10 11 -12 12 -14 -15 15 16 -18 21 20 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.08828658146855356 0.048926800192473807 -0.077380644264789189 0.063762375441149266 -0.10207669316919427 -0.072870457027043076 -0.10306102877262678 0.070845275172464611 -0.10253839943180072 0.0099629144233297738 0.092563976044207699 -0.11034715584653021 0.040035726391123863 -0.080211139253295816 0.016327650438439659 0.011125526492505554 0.019467967292133181 0.033604605721369779 0.036265706067503956 -0.060543048748064487 -0.095993587858317783 0.064556318188932371 0.097262740069392534 -0.10746279765577763 0.089708148874399318 -0.056659316160987273 0.028954199699543465 -0.08629896856563303 0.058356071944020975 0.071747098138784896 0.0043470994752578878
leaf_weight=0.13596582641366683 0.082902939655468799 0.71461401501437538 0.52339485328411683 0.1464140493699233 0.17631973533934697 0.48834040471501783 0.48981893399832177 0.72322116192299268 0.35273660014718189 0.46148001775145564 0.34305209060039488 1.0899553093222496 0.51035985861199096 0.16189093088905793 7.5563016694168255 0.40388307636567322 0.80830607088137174 0.34702271736296075 0.60849356437392976 2.1613969911250024 0.50228321179747581 0.45825865119695663 0.25988076900102897 0.36134143813978958 1.7530576016288253 1.0428253466961903 0.61874738007646257 1.0545959383234755 1.0368590073621815 28.298260315474181
leaf_count=14 9 55 18 39 59 101 31 62 12 16 42 37 34 15 723 11 35 32 44 93 5 5 27 11 52 23 325 56 60 854
internal_value=-8.31348e-05 -0.0223629 0.0298701 -0.0474857 0.000543087 -0.0134673 -0.00398777 -0.0141224 -0.0656565 0.00770075 -0.0539664 0.0220279 0.00168755 -0.0733363 0.00194768 -0.00616674 -0.0266041 -0.0368688 -0.0555029 -0.0778151 -0.00397425 0.0274409 -0.02528 0.00441967 0.00144269 -0.0247267 0.0061794 0.00437615 0.0507288 0.00628755
internal_weight=53.672 1.46733 0.752712 0.229317 52.2047 4.75682 4.10659 3.61677 1.07596 2.54081 0.479018 2.0618 1.60032 0.650231 47.4478 16.2631 5.54953 4.74122 3.67606 2.56528 1.11078 1.06516 0.606903 10.7135 10.3522 2.79588 31.1848 29.9716 1.21318 29.3529
internal_count=2900 121 66 48 2779 364 248 217 74 143 56 87 71 116 2415 1061 252 217 153 104 49 64 59 809 798 75 1354 1235 119 910
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=5 22 5 6 6 2 6 21 5 3 20 20 5 22 15 21 15 10 9 18 9 3 5 23 23 21 5 22 0 22
split_gain=0.0683462 0.199274 0.216216 0.339527 0.384329 0.220676 0.240583 0.223865 0.24866 0.272895 0.261892 0.21862 0.178873 0.325826 0.260817 0.20419 0.167408 0.177321 0.388161 0.16342 0.160236 0.317048 0.154052 0.322945 0.495313 0.326975 0.274628 0.236921 0.547366 0.43073
threshold=23.721757872050002 -0.54972999999999994 25.763052016400003 16.395383075500003 16.505385645700006 347.55895130095001 16.305380972600002 15.895706283850002 29.040033326300005 93.136255013150006 35.97706729810001 38.115457128050004 22.963361893800002 -0.068524999999999989 42.80317728375001 6.5006332158500006 42.133814420300006 61.917879202350001 191.62448690950001 13.622618370000001 200.12618528045002 93.431985407450014 21.850554661550003 0.10419000000000002 0.082620000000000013 13.424038291500002 21.623222698850004 -0.10098 88.028184565250015 -0.098345000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 -3 20 6 -4 8 9 -8 -11 -6 16 14 -14 -15 17 18 -1 -13 21 -5 26 24 25 -24 27 28 -19 -29
right_child=1 2 5 4 11 -7 7 -9 -10 10 -12 19 13 15 -16 -17 -18 22 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.01858650032194532 0.071224114380472117 -0.08750874711448757 0.071685040032578945 0.054683530641238376 0.031220229609359558 -0.10443138082594586 0.10136439401669728 -0.10569459181075587 0.04185200986238348 0.070551714999274137 -0.10351789278473944 -0.10684535743106974 0.036374969168725256 0.089602238393738334 -0.038327227146758819 0.017895469649833559 -0.044522952471613551 0.064706245533966575 -0.072338080035055513 -0.010431188577778049 0.056453752836797558 -0.10261521211474443 -0.078710479955858337 -0.023712066320913903 0.047758143162812051 0.018462705202814032 -0.042646698291929956 -0.10696878144081644 0.0032179078768822195 -0.0031324850574512356
leaf_weight=0.88461309707417868 0.28612812154460687 0.8125687340034341 0.57203713284252522 0.28272944921627663 0.22787607347709105 0.16489916260434245 0.11513604316860415 0.18912472516967671 0.95390701218639151 0.108334639473469 0.42751416273677023 0.60867896108538844 0.84187343409576021 0.85366587679163675 1.0506807124475015 0.74252638622419909 0.84947104239836235 1.7235096766380511 1.0005818355130029 0.24719992675818503 0.71569418108265381 0.23434549682133365 0.59168926605343475 1.5849340354325248 3.6100544180426368 0.83486299577634782 1.513943143232608 0.40709010433192361 9.0482983551987655 21.39987626201038
leaf_count=27 10 57 25 6 20 27 4 22 123 25 118 62 37 29 27 17 37 32 27 13 20 40 35 42 63 19 36 23 783 1094
internal_value=-9.63841e-05 -0.0101968 -0.0143128 -0.0318906 -0.0123814 0.00741928 0.0152146 -0.00279151 0.00933487 -0.0383135 -0.0683256 -0.0558233 0.00118316 0.0229686 -0.00509711 0.0562452 -0.000566116 0.000310423 -0.0296724 -0.0789985 0.0258093 -0.0166064 0.00169872 0.0156563 0.0280449 -0.0218417 -0.00101215 0.000922616 0.0130562 -0.00507089
internal_weight=52.8838 5.94617 5.66005 3.12909 2.31652 2.53095 2.36605 1.79402 1.60489 0.650985 0.535849 1.08375 46.9377 3.48875 1.89255 1.59619 43.4489 42.5995 1.88519 0.855879 1.23277 0.517075 40.7143 6.62154 5.03661 1.42655 34.0927 32.5788 10.7718 21.807
internal_count=2900 572 562 218 161 344 317 292 270 147 143 95 2328 110 64 46 2218 2181 54 75 66 46 2127 159 117 54 1968 1932 815 1117
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=22 22 15 13 6 3 12 7 22 9 4 22 2 20 16 16 3 6 22 20 23 23 23 22 20 9 18 3 4 6
split_gain=0.0716318 0.257092 0.416965 0.3264 0.302273 0.270186 0.319356 0.255956 0.138807 0.24223 0.276313 0.203864 0.195822 0.250197 0.151482 0.432968 0.367642 0.799984 0.525898 0.404091 0.385211 0.34269 0.309435 0.475829 0.22785 0.220566 0.206704 1.08146 0.344697 0.440417
threshold=-0.25167499999999993 -0.58350999999999986 33.005488016050009 96.429616222950017 13.825323026450002 81.430708313150021 193.25218726830005 23.302979953550004 -0.16187499999999996 193.06224578400005 225.05241822990004 -0.21094499999999999 317.41815758785003 46.650420857800007 22.624947093000003 22.614947116400003 93.308316333450009 16.395383075500003 -0.082885 41.261521012900012 0.08079500000000002 0.10419000000000002 0.089185000000000028 -0.036264999999999999 41.919251152600005 194.04304600165003 13.809421053700001 91.334988065750011 168.72122291465004 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 4 3 -3 5 6 -1 -4 9 10 11 -2 -12 -14 15 26 20 -18 19 -19 -16 24 -22 -24 -20 -26 -10 28 -28 -30
right_child=8 2 7 -5 -6 -7 -8 -9 14 -11 12 -13 13 -15 16 -17 17 18 21 -21 22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.054785771293292422 -0.10463255921323063 0.044539191775016321 0.045873798021140576 -0.10541246936119381 -0.025815289519691659 0.084475547672558396 -0.10238727704294448 -0.054486218762522479 0.01002616318836764 0.064144021032168028 0.033113633359725891 0.035247056289653286 0.032775376676362052 -0.10559708621978332 0.091238842415916011 -0.06080041253591343 -0.11241782633538638 -0.014677950070168949 0.010548442046545781 0.065150044459533998 -0.023991096491665729 -0.084135511396432161 -0.0081263327073212901 0.08918720017154641 -0.11121331126956535 0.001961625354231267 -0.035037244667743286 -0.098257731680191182 -0.0027448156399742371 0.044448406816092551
leaf_weight=0.31668609287589811 0.34813551849219948 0.17299778875712879 0.654343649104703 0.90210367632062116 1.1981866520945912 0.71877859596861526 0.21845162593126588 0.41547960124444216 10.183281489136791 0.91439038474345569 1.9945591826071907 0.14869239881227247 0.26426930293018802 0.25848285158281215 0.89862748607992937 1.289476218400522 0.62364595994586114 0.95400547562167082 2.3000604053231664 1.8911244130649718 1.1626551728695633 0.66086174198426295 0.99890187242999706 1.011023925617337 0.34677944931900118 0.34206064255704405 2.6792019952845356 1.2314644064881566 14.868464493846206 2.2807793831452718
leaf_count=47 87 57 28 100 43 21 59 20 403 42 183 7 15 27 27 40 21 31 66 59 21 27 19 21 15 27 94 50 1192 51
internal_value=-9.48553e-05 -0.0120159 -0.0373013 -0.0812833 0.0101019 0.0444228 -0.00937474 0.0068977 0.00105521 0.0190608 0.00538404 -0.0627689 0.018835 -0.035645 -0.000562626 -0.00401468 0.00947377 -0.00423406 0.00615385 0.0383828 0.033442 -0.0189698 0.0170712 0.0408239 -0.00456136 -0.0550135 -0.00167101 -0.00732705 -0.00167971 0.00353169
internal_weight=52.248 4.59703 2.14492 1.0751 2.4521 1.25392 0.535138 1.06982 47.6509 3.92853 3.01414 0.496828 2.51731 0.522752 43.7224 32.5327 11.1897 7.11854 6.49489 2.84513 4.07121 3.64976 3.17258 2.00993 2.9889 0.68884 31.2432 21.0599 19.8284 17.1492
internal_count=2900 375 205 157 170 127 106 48 2525 361 319 94 225 42 2164 1830 334 246 225 90 88 135 61 40 108 42 1790 1387 1337 1243
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=18 16 10 3 6 5 9 20 5 0 8 17 7 9 23 3 10 5 0 21 22 13 17 22 14 5 23 0 5 14
split_gain=0.0747042 0.286349 0.696857 0.351091 0.265549 0.468164 0.431699 0.369548 0.335027 0.507004 0.37498 0.348131 0.339696 0.313181 0.308682 0.295361 0.947077 0.264962 0.239813 0.233243 0.232493 0.226006 0.486383 0.21034 0.201678 0.469971 0.400227 0.346354 0.612664 0.498751
threshold=15.312071772700003 18.714956236300004 75.28220456885002 81.796338618900009 14.835346625500001 17.671168838450004 203.83507631320003 43.124157941850008 18.310380701750002 95.590817286200021 8.3434888241000014 186.52991945525002 23.564264519350004 216.18094582280003 0.086945000000000022 85.898925725950008 68.961639504150014 20.766972852450003 86.458125017100016 5.6596500893500012 -0.075174999999999992 109.51703040195001 188.16174763880002 -0.040019999999999993 202.65261526855002 19.385335982600001 0.12746000000000005 86.530713386650021 21.746930049350002 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=4 2 -2 -4 6 -6 8 13 9 14 11 12 -11 -8 -1 20 24 21 -19 -13 -7 22 -10 -21 -17 -26 27 28 -27 -29
right_child=1 -3 3 -5 5 15 7 -9 17 10 -12 19 -14 -15 -16 16 -18 18 -20 23 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.11168653553525897 -0.10303607127729289 0.049747377931720675 0.00032725775790591382 0.065186745367724327 0.078440345028230773 0.0018388048171746373 -0.09271210015013534 0.018626957573520959 0.05998001344888032 0.033533294252173225 0.10323785901924815 0.058740257334920769 -0.085753094883678924 -0.0061808574624278544 -0.017718991222501545 0.011902789442484197 -0.11627837145002701 0.052601951852274023 -0.053415941756751274 -0.076976782634037816 0.072613534894071102 0.10310745620100042 -0.10377221886954924 0.049370074092872196 -0.09052557277533424 -0.085305562218850162 -0.064334972948673616 -0.024925509231545434 -0.0032712335893339776 0.029196926514616757
leaf_weight=0.77211350452489369 0.59837378062365854 1.4002478746697304 5.924009485291208 0.97144849349569984 0.79036482982337375 0.87935069669038057 1.565752097056248 0.61044675414450456 0.81608922732539235 0.34094485362584304 0.3369545624591409 0.81749989180389071 0.79631174389214721 0.57072022260399524 0.63882807710615452 10.660089350782078 0.70624875304019852 0.3281276717170839 0.61001246092200745 0.32438937540428026 0.98299881606362649 0.5419641900807618 0.23322260179338627 0.22189329937100399 0.6254750788211848 1.0354020892609748 0.98674109892453898 2.305283713154493 7.5407641717283695 6.5134486651513726
leaf_count=100 76 40 923 39 15 21 92 22 61 23 4 43 41 27 44 371 22 25 79 37 19 8 29 12 15 25 37 41 462 147
internal_value=-9.70635e-05 0.00823793 0.000481751 0.00946482 -0.00183924 0.00240329 -0.016549 -0.0499909 -0.00299673 -0.02015 0.00420645 -0.00913564 -0.0499915 -0.0695968 -0.0691411 0.000538998 -0.00183124 0.0258176 -0.0163347 0.024934 0.0391956 0.0506685 0.023584 -0.0256562 0.000893259 -0.00528141 -0.00238079 0.00113362 -0.0131753 0.0150489
internal_weight=51.4455 8.89408 7.49383 6.89546 42.5514 33.0262 9.52527 2.74692 6.77835 4.24894 2.83799 2.50104 1.13726 2.13647 1.41094 32.2358 30.3735 2.52942 0.93814 1.36378 1.86235 1.59128 1.04931 0.546283 29.6672 19.0071 18.3816 17.3949 8.57617 8.81873
internal_count=2900 1078 1038 962 1822 1175 647 141 506 304 160 156 64 119 144 1160 1120 202 104 92 40 98 90 49 1098 727 712 675 487 188
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=23 3 18 6 14 22 21 20 17 23 9 21 21 18 23 6 20 23 22 23 23 21 23 18 18 20 21 10 14 21
split_gain=0.072071 0.438516 0.482732 0.470198 0.395019 0.350217 0.227658 0.290388 0.217007 0.209625 0.379986 0.379006 0.362697 0.432794 0.356856 0.699656 0.313662 0.285294 0.26311 0.153089 0.199857 0.220754 0.18853 0.175953 0.317154 0.288675 0.350585 0.455482 0.33778 0.321234
threshold=0.11308000000000003 92.913112988300014 13.316069313700003 15.870370808650001 170.52070866230002 0.20327000000000003 4.9951517063000006 41.134354310300004 188.16174763880002 0.10236000000000002 188.99238851175002 3.5596964648000005 6.750392208550001 14.385463547100001 0.099425000000000027 14.905348261050003 37.962710038050005 0.098200000000000023 -0.069554999999999992 0.09660500000000001 0.096995000000000012 5.3110029590500014 0.095845000000000027 14.732667293750003 14.662165311550002 38.238138001450004 1.0085888034000001 71.464594023550021 223.45180875365003 6.9100674136500011
decision_type=2 2 2 2 2 2 2 2 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 8 4 -2 6 -6 -8 -3 14 18 16 -13 -14 17 -16 -12 19 -11 22 -21 -22 23 24 -1 26 27 -25 29 -27
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 11 12 13 -15 15 -17 -18 -19 -20 20 21 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=-0.0031741988503983369 -0.1081248426213848 -0.031592054470440625 -0.10193587947427876 0.095363938096746911 0.053919220479512323 0.10292709593753596 -0.090531870749106721 0.021469014146563256 0.047589295636735834 -0.025843996612173438 -0.062656720312367187 -0.099460723968785428 -0.067285148756583674 0.049571651707083358 -0.065742142763483224 0.070308321872221982 0.034479304726960626 -0.058147030804480228 0.066086544786930559 0.076580856405428388 0.052704784540497575 -0.035862710752526714 -0.059588234855879864 0.0870935062550421 -0.07706887767660707 0.068678231139699827 -0.082774101294053715 -0.062011820232676845 0.0052506685886705958 -0.015714630666709691
leaf_weight=23.871570914781845 0.25204910163301963 0.71921171701251274 0.58303996909489786 0.90566909278277297 0.53024005535689844 0.44360657535025882 0.41496562036627438 0.52356987557504908 0.66722251655301079 0.53564107321653864 0.48375948122702528 1.1729887329711348 0.8453642368694998 0.50702831111811975 0.48502044597353178 1.7129819157707968 1.0626928144229166 0.85851530778836505 0.74342215357682906 0.58815462378697603 0.51964637343553455 0.61388251665630378 0.54549204614522651 0.41884511936223023 0.59530734042345912 1.9003228167921391 0.68470271285150375 0.40103348553384421 6.4008359052199921 0.59140116115304397
leaf_count=1162 14 33 29 19 28 15 35 30 16 29 24 32 31 28 47 42 34 33 24 22 25 20 34 10 27 76 75 174 692 40
internal_value=-0.000108991 0.0112383 -0.0255913 0.0348645 0.00954958 0.0250589 0.00154077 -0.0280512 0.00651403 -0.00136475 -0.0199584 -0.034894 -0.0587684 -0.0234741 0.00111095 0.0402869 0.00409332 -0.00115568 0.0275882 0.000162023 0.0292817 0.0047395 -0.00125383 -0.000341118 -0.00497214 0.0105568 -0.0299524 0.0141605 0.0174107 0.0486479
internal_weight=50.5782 5.03957 1.96947 3.0701 2.16443 1.91238 1.46878 0.938535 1.38643 45.5386 5.3509 4.07183 2.52538 1.35239 40.1877 2.198 1.54645 37.9897 1.27906 37.1312 1.72168 1.13353 35.4095 34.864 24.4669 10.3971 1.50458 0.819879 8.89256 2.49172
internal_count=2900 219 78 141 122 108 93 65 49 2681 202 149 91 59 2479 89 58 2390 53 2357 67 45 2290 2256 1189 1067 259 184 808 116
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=5 5 10 23 21 18 12 7 16 15 16 7 9 20 6 20 18 9 9 19 6 15 18 21 17 9 10 10 10 23
split_gain=0.0690989 0.201254 0.15409 0.115051 0.210925 0.0969081 0.19757 0.195238 0.266636 0.349555 0.144437 0.14686 0.12634 0.11763 0.302819 0.261642 0.488239 0.377396 0.212274 0.352847 0.267211 0.444451 0.304925 0.212255 0.30983 0.563703 0.268026 0.322419 0.276755 0.276858
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 0.074640000000000026 20.770927814650005 16.873483924050003 171.05377706560003 26.565321014450003 17.654958715000003 20.937157557000003 11.934972090850001 20.562096111400006 217.37165979795003 43.19689381845 10.855253631250003 42.718072821900002 13.197799034350002 201.63419974125003 187.70546222865002 14.451165964200003 16.425383776450001 37.434800281900003 13.326324856250002 6.655069997600001 188.54236693505001 187.38923140910003 74.784839814650013 70.343506983200015 62.197478847950002 0.094625000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 9 12 11 -2 -9 14 -12 18 -17 -18 19 20 22 -22 -16 24 25 -15 27 28 29 -25
right_child=5 -3 -4 4 -6 6 7 8 -10 -11 13 -13 -14 23 15 16 17 -19 -20 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.05621374596438386 0.023540796906335634 -0.10132462618730168 -0.10078437942342125 -0.10097419204170442 0.074988562315567067 -0.10355604768834939 0.070927953183594114 0.045765098853060487 0.094351891881239769 -0.10257782698236956 -0.092830253164181864 -0.085078091539995793 -0.044511236420314466 0.035124479105082734 0.071173573298440804 -0.10933144497650944 0.025715144788593866 -0.052320940753465398 -0.0017108156862675418 0.061763421362972741 -0.086999495531630153 0.023298098232981696 -0.020635326899338571 -0.048126882477609365 0.053364668200276522 -0.10923772437946838 0.075471431490021709 -0.09466443720429793 0.032310626104330963 0.05177824132504414
leaf_weight=0.3702375166612899 0.18280886479260416 0.26241466021292581 0.12710047180053152 0.16566697609277981 0.11569587979465723 0.12047838504258779 0.70547669407096725 0.56058978287910555 0.27477030653972168 0.32634809773298912 0.36432358802994613 0.39011469976412627 0.21427559575113264 0.88527066286042033 0.8432726265600643 0.60892708158644326 1.3737947056943087 1.1290728522581046 30.853119854316901 1.4691923470236359 0.68846762530847605 0.77838454558514059 0.63355603493982926 1.3835131947125785 2.1267327770619886 0.38948916751542129 0.38075851365283586 0.4236515184820745 1.3502065151405984 0.34694395377300669
leaf_count=23 27 192 207 89 6 59 37 75 11 47 69 136 45 61 49 61 41 46 1037 36 139 24 35 113 65 22 23 59 58 8
internal_value=-9.46736e-05 -0.0255866 -6.36006e-05 0.0195829 -0.0286186 0.00044914 0.0209491 0.0281556 0.00622594 -0.0157629 -0.000519487 -0.0504199 0.0208007 0.000101628 -0.00209075 -0.00122935 -0.0290256 -0.00948785 0.00122333 0.0217378 0.00176094 -0.0284701 0.0317878 0.0117583 0.0299986 -0.00898384 -0.00421159 -0.0128695 -0.00162108 -0.0280966
internal_weight=49.8447 1.04112 0.778701 0.6516 0.281363 48.8035 2.20194 2.08146 1.37598 1.10121 46.6016 0.572924 0.774865 46.0287 38.7421 38.3778 3.11179 2.50287 35.266 4.41287 2.94368 1.46685 1.47683 7.28657 3.40149 1.27476 3.88507 3.50432 3.08066 1.73046
internal_count=2900 517 325 118 95 2383 274 215 178 167 2109 163 120 1946 1537 1468 148 87 1320 283 247 163 84 409 148 83 261 238 179 121
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=20 20 20 10 13 6 9 8 21 8 21 9 9 2 16 16 16 19 18 19 15 18 7 22 13 3 16 10 20 13
split_gain=0.0672034 0.12892 0.123202 0.236092 0.358977 0.211313 0.258157 0.205623 0.280026 0.167141 0.270443 0.272113 0.279027 0.324626 0.271038 0.363485 0.146417 0.230537 0.219396 0.191124 0.389358 0.33313 0.558625 0.648796 0.28867 0.661248 0.565463 0.518554 0.757975 0.663298
threshold=49.275256100300005 47.833738492450003 44.421469061800003 74.784839814650013 117.64423933030001 8.0101871567500016 58.059373288650008 4.9461400813500012 13.915737982950001 7.943800736700001 13.040554425100002 187.70546222865002 196.26893085885004 187.77144079505004 17.844958270700005 15.549963637400003 14.994964935250001 12.150980378200002 16.300018606400002 12.851036860900001 26.744537432900007 15.502113896900001 24.176224535650004 -0.58180999999999994 107.97116697695002 85.54673771085001 19.214955067100004 66.697957758300021 38.175120519550006 113.13031812925001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7 8 -8 10 11 -9 13 -13 15 -14 17 18 -11 21 -21 22 -18 -24 -22 -26 -27 29 -29 -28
right_child=-2 -3 3 -5 -6 6 7 9 -10 16 -12 12 14 -15 -16 -17 19 -19 -20 20 24 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-0.059888862577849901 -0.027353888989473399 0.028635564992280788 -0.075865114344058349 0.022426694133507376 0.071667348201784581 0.082217230023136911 -0.10227319850833756 0.07593251569089722 0.079211634666452382 -0.091678088247928322 -0.067117286862429681 -0.091060594053859023 0.03259310431170976 0.044570963559269344 0.088757354623052162 -0.10229404498400169 0.049671311366242921 -0.093902967551149394 0.021384281351685446 -0.056698901145696305 0.052700909409290932 0.074628318395141974 0.06034308570720788 -0.086335420521433601 -0.056247376625552549 0.059457086921201663 0.10173996662255569 0.0018452863485647856 -0.10792655756283752 0.00071503661918243498
leaf_weight=0.57198893970303188 0.88848365192643441 1.5647258899298311 1.0149548006629618 0.66038441399359715 0.19692655457765784 0.3906416040554167 0.39357298655158857 0.9154891663656598 0.108445610065246 0.22472767647923209 0.31960579191218119 0.46084047531621797 1.0822156663662097 0.28597119520418346 0.59841116075403977 0.24500472913496185 1.3956822089385239 0.42523427552077919 0.72639937162966817 1.2458629345928773 1.0169177037605539 0.91035806795116503 0.44149863906204734 0.95141442003659848 2.0585004110180298 1.6386761421599683 0.66710684634745732 1.5198646929347881 1.0732030037324873 25.208471764512069
leaf_count=403 219 100 142 89 11 22 249 43 15 25 28 50 110 23 20 34 22 33 54 94 49 33 12 48 118 58 16 28 47 705
internal_value=-0.000100928 0.000400257 -0.000544813 -0.0256781 -0.0518916 0.000503766 0.00128347 0.000563503 -0.063069 0.00129936 0.0210285 0.0288803 0.0127618 -0.0391242 0.0328846 0.00769295 -0.000652147 -0.0326948 -0.00532955 0.000504555 -0.00181614 0.0221048 0.00495805 -0.0398441 0.000244466 -0.00141394 0.00233514 -0.000952842 -0.0435864 0.00331959
internal_weight=49.2016 48.3131 46.7484 1.87227 1.21188 44.8761 44.3041 43.9135 0.502019 43.4115 3.90754 3.58793 2.67244 0.746812 1.92563 1.32722 39.5039 1.37636 0.951127 38.1276 34.4286 3.69895 2.7886 1.39291 33.1827 32.1658 30.1073 28.4686 2.59307 25.8756
internal_count=2900 2681 2581 242 153 2339 1936 1914 264 1650 308 280 237 73 164 144 1342 112 79 1230 1115 115 82 60 1021 972 854 796 75 721
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=9 22 9 10 23 17 9 20 21 15 18 2 15 10 15 16 15 13 0 15 0 20 14 6 22 3 10 16 16 5
split_gain=0.0605801 0.241227 0.238907 0.242266 0.186529 0.211428 0.169461 0.459726 0.306547 0.234105 0.2277 0.191877 0.158629 0.208621 0.15831 0.128544 0.124651 0.385938 0.787503 0.36848 0.260418 0.240861 0.452546 0.379431 0.375924 0.29117 0.666925 0.583179 0.517376 0.507066
threshold=215.80505313260002 -0.084239999999999995 219.38617924735004 67.316303128300021 0.08708500000000001 209.52161856205001 210.97856947250003 41.558544840500012 1.8881760204500002 33.755638987250002 14.597307883300003 169.65174180905004 27.008040895250005 77.285105876000003 12.836982748150001 17.844958270700005 28.566186095050004 109.57886493895002 95.762878606550018 28.321365561200004 93.972365491700018 37.858673296900008 148.72666206180003 15.785368822600002 -0.081169999999999992 88.727183679150016 66.318885161900013 19.734953851100002 22.399947619200002 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 -4 5 -3 16 8 10 11 -8 -10 13 -5 -15 -6 19 18 20 -1 -18 23 -23 24 -19 27 28 -24 -27 -30
right_child=1 4 3 12 15 -7 7 -9 9 -11 -12 -13 -14 14 -16 -17 17 21 -20 -21 -22 22 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.0045859192795227382 0.073884480602838781 -0.081710403445081375 0.064846287814289333 0.083031433638853291 -0.042438987090833422 0.014467830626263958 0.009132831427132216 -0.086828085475068026 -0.043481713314688836 0.086171942733354379 -0.1065068021605849 0.051077537916161667 -0.10365808022159846 0.056388963729319924 -0.1018673575209964 0.038756900075227564 -0.020449836860799483 -0.047570000182904047 0.050588706160665131 0.079292414833411928 -0.10570394016406595 -0.094018047103027552 0.019650592615012286 0.063811995955758288 0.033951689660258529 -0.082203470750002658 0.087803812107632218 -0.10692349843058442 0.079218284553932983 -0.0022958163069612216
leaf_weight=12.14317869616502 0.91159116078779412 0.59267847052251343 0.41859842109261058 0.18631646182620898 0.26601698394188134 0.37204224305060052 0.31575886206701387 0.84100453846622247 0.48476281134207944 0.46667815707041882 0.36956259087583021 0.38504088534682523 0.21165966751868837 0.092080264579635696 0.20160429168026894 0.7301176701876102 0.5224947994138377 1.00153754290659 0.65440784126985807 0.69819415098754767 1.1401126585296877 0.5410224345978375 0.71646703965962177 1.4479612385184735 1.2997320368886023 0.77553214323962194 0.86019439809024234 0.73994805803522468 0.7965792589820947 18.173936591003439
leaf_count=1503 39 39 19 8 40 30 10 62 30 14 31 18 24 15 44 39 31 22 40 19 106 20 14 55 23 36 20 26 22 501
internal_value=-0.000102627 0.0117118 0.0359484 0.00480055 -0.0132788 -0.0446195 -0.001163 -0.0246949 0.00115047 0.0290338 -0.0532263 -0.00162264 -0.0315396 0.000261535 -0.0522485 0.0170736 0.000459864 -0.00320753 -0.0423362 0.00864776 -0.0789118 0.000232767 -0.00366083 0.0237068 -0.00152744 -0.00144508 0.00160905 -0.0446568 -0.00214584 0.00112699
internal_weight=48.3568 3.98271 2.02185 1.11026 1.96086 0.964721 44.3741 2.86281 2.0218 1.33648 0.685321 0.869804 0.691661 0.480001 0.293685 0.996135 41.5113 28.6699 2.31702 12.8414 1.66261 26.3529 22.6037 3.74923 2.30127 22.0627 20.6062 1.45642 19.746 18.9705
internal_count=2900 297 149 110 148 69 2603 165 103 62 41 48 91 67 59 79 2438 916 177 1522 137 739 639 100 45 619 579 40 559 523
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=8 22 8 6 22 20 8 2 16 23 16 14 6 16 21 13 6 18 16 15 20 22 22 23 0 19 23 23 20 8
split_gain=0.0641275 0.33653 0.276684 0.222198 0.133296 0.125101 0.118918 0.168611 0.1152 0.193994 0.126161 0.106957 0.27243 0.34936 0.353566 0.34007 0.273204 0.351223 0.293323 0.259392 0.460957 0.436799 0.506174 0.409591 0.497113 1.08525 0.456581 0.419195 0.491491 0.425205
threshold=8.8430989333000021 -0.011399999999999999 9.3427090425500019 16.355382140900002 -0.14869999999999997 39.945535567850008 8.7431769115000026 100.60547560250002 22.724946859200003 0.095290000000000027 22.684946952700002 241.54317565595002 16.515385879350003 22.654947022900004 12.953111773950001 116.55003687120002 13.400313096150002 13.24392582145 15.379964034950001 39.283112803100003 42.406961525800007 -0.10098 -0.088329999999999992 0.083415000000000031 93.442739239950015 14.451165964200003 0.10661000000000002 0.048965000000000009 36.514114975300011 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=6 2 3 -2 -4 -5 8 -8 10 -10 11 19 13 14 -13 -14 18 -18 -16 21 -21 -1 -23 27 25 26 -25 28 -24 -30
right_child=1 -3 4 5 -6 -7 7 -9 9 -11 -12 12 15 -15 16 -17 17 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.022161398257401675 0.032895135572795497 -0.07749087087511268 -0.0021619713758920826 -0.021912534071144772 0.073779285479356568 -0.10780062303305292 -0.01438259074793834 0.052631413625590186 0.065918309873232953 -0.010236352671018915 -0.036665307897938676 -0.013036621846707168 0.038155326551167081 0.053342810313817018 0.010110726266902591 -0.070607968722480527 -0.024076608550047958 0.06515019836811127 -0.10212767167372812 0.06428064248154966 -0.019287468554193384 -0.059534035331878336 0.069966920820104403 -0.10400625728843194 0.014682672773930963 0.033024780194982999 -0.0085849283050184258 0.074065184182589769 -0.078135582741497775 0.025148726760996082
leaf_weight=6.0984497594199683 0.35899174088263019 0.65390144753655377 0.38312848488567397 0.34288832219317555 0.58260323449212581 0.33554129291587742 0.60024205595254798 1.0025512613356111 0.68399941502138861 0.65464093163609505 0.97551332245347921 13.550665082232181 0.37562601271201757 1.0714356429816678 1.1405708157208203 1.2250218529279662 0.5899611797940455 1.7490374519838949 0.29257036099079403 1.7602253975346678 1.0560554364055859 1.8031416378189575 0.71344185186171216 1.8559939507395036 2.9330930991613968 1.3382936576381324 0.68708520848304022 1.1852018670892901 0.85219598373441818 0.74884731858037412
leaf_count=373 11 49 23 16 30 29 15 34 18 22 38 1172 49 40 151 90 20 53 76 28 33 66 25 81 168 21 13 54 88 14
internal_value=-0.000106113 -0.0152017 0.00513176 -0.0307262 0.0436516 -0.0643915 0.000786328 0.0275348 -0.000202857 0.0286761 -0.00112324 -0.000278146 -0.00551478 -0.00207147 -0.00549891 -0.0450844 0.0215788 0.0426447 -0.0128023 0.00470025 0.0329441 0.000333561 -0.0106521 -0.00210641 -0.0163874 -0.0398665 -0.0782255 0.0257009 0.000934573 -0.029827
internal_weight=47.6009 2.65705 2.00315 1.03742 0.965732 0.67843 44.9439 1.60279 43.3411 1.33864 42.0024 41.0269 19.9949 18.3942 17.3228 1.60065 3.77214 2.339 1.43314 21.032 2.81628 18.2157 12.1173 10.3142 6.81447 3.88137 2.54308 3.49969 2.31449 1.60104
internal_count=2900 158 109 56 53 45 2742 49 2693 40 2653 2615 1651 1512 1472 139 300 73 227 964 61 903 530 464 283 115 94 181 127 102
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=15 22 13 21 21 12 17 18 9 9 12 0 2 17 16 22 6 21 20 13 7 15 21 23 3 5 21 20 23 13
split_gain=0.068906 0.364576 0.137272 0.0841479 0.279825 0.293301 0.154625 0.331385 0.38855 0.333411 0.324406 0.28678 0.361937 0.572036 0.277338 0.560953 0.552549 0.276583 0.286732 0.318295 0.286294 0.243702 0.246544 0.311242 0.329555 0.297519 0.310271 0.292204 0.295413 0.243369
threshold=46.810838056050009 -0.082314999999999985 117.62273166525001 3.5085246469500002 3.8005420560000007 195.51336019310003 187.98346801990002 13.278511569200001 203.09362050815002 207.13025159505005 96.350437043050007 86.345209775600011 108.54085696455002 188.94422143290004 22.554947256700004 -0.079824999999999993 16.445384243750002 4.6945295958000006 38.994321257850011 117.72489307420001 24.029932718600005 42.385947950200006 5.9038172716500013 0.12746000000000005 90.525762168450015 18.483418961650003 7.8300995118000012 41.21013581150001 0.09660500000000001 109.44175357430002
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 11 10 -10 -9 12 -8 -14 21 16 -16 -6 -19 20 -20 22 27 24 25 26 -24 -12 -29 -28
right_child=1 -3 -4 4 6 -7 7 8 9 -11 14 -13 13 -15 15 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=0.0062633274483603011 -0.04196496801969276 -0.079911023096992564 0.057694703827947294 -0.11433461013205044 -0.073816437156894996 0.0099679376888065045 0.044470280468608549 -0.1133587883895134 0.048479187876160929 0.00030451841152361671 0.085839675774441127 0.071718435386278187 0.045550830666749365 -0.089353949281329906 -0.11856815240711022 0.0020620096762193653 -0.0090553586619831917 0.056019466880187718 0.0027223732051659347 -0.088509652892104704 -0.055651293750311373 -0.07306378740078151 -0.10389255996017228 -0.11031814198839802 0.077055001827417702 -0.06939249814031527 0.0055440630573238316 -0.089895571572017524 0.072740067874926734 0.10227303137963424
leaf_weight=16.406062677580167 0.19695588083050097 0.59597356998710782 0.46338863641722128 0.44958208228854601 0.6822349610010886 0.32854562167631229 1.5690470077097449 0.32442705472931521 2.1606571887314194 4.2871441600091202 0.76147222010695059 1.1426938842050729 0.58119935687864177 0.68450124619266717 1.0759856633376328 2.2837966402294114 0.80572740966454137 0.65248914809853875 5.0326528296072865 0.52066848111280695 1.0085713084572487 0.39330591703765083 0.22982532317655735 0.25498861900996406 0.52828320307889942 0.63651285570813332 2.0406453309960857 0.24508184273508959 0.20519435980531853 0.29810498841106881
leaf_count=1059 39 55 27 25 53 32 28 15 69 252 29 20 14 28 24 52 19 50 389 40 155 11 54 12 18 29 241 48 7 6
internal_value=-0.000103343 -0.0232067 0.02797 0.000533323 -0.00268793 -0.0618509 -0.00106723 0.00351097 -0.00272422 0.0164478 -0.0149838 0.0294258 0.0123775 -0.0274068 -0.0117134 -0.0312482 -0.0716761 -0.0129574 -0.00720223 -0.0134887 -0.007023 0.00283447 0.00857498 -0.00342692 0.00387373 -0.00818848 0.00697835 0.0480781 -0.0157812 0.0178735
internal_weight=46.8457 1.25632 0.660345 45.5894 29.1833 0.778128 28.4052 20.5086 16.5312 6.4478 10.0834 3.97744 2.83475 1.2657 9.75892 4.16551 1.88171 7.89662 7.21438 6.56189 6.04122 5.59341 5.20011 3.98836 3.73337 3.20509 2.56858 1.21175 0.450276 2.33875
internal_count=2900 121 66 2779 1720 57 1663 976 886 321 565 90 70 42 550 95 43 687 634 584 544 455 444 360 348 330 301 84 55 247
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=20 23 15 20 16 15 15 22 23 20 22 20 9 17 17 10 0 17 22 20 15 21 16 17 6 23 20 17 18 7
split_gain=0.0602661 0.146049 0.121317 0.0952931 0.216283 0.18114 0.0812079 0.269692 0.112239 0.169821 0.0995906 0.206936 0.294511 0.282305 0.224569 0.246014 0.357577 0.128197 0.127698 0.250042 0.302166 0.191075 0.180886 0.370792 0.391387 0.357279 0.401133 0.341323 0.358676 0.422287
threshold=32.785955158400007 0.088500000000000023 27.838459342350003 34.997818021800008 18.934955721800005 23.304416445750004 46.810838056050009 -0.082314999999999985 0.092290000000000025 43.19689381845 -0.25167499999999993 39.091773401050006 194.46727572990002 174.63059628235001 188.31851043910004 75.551050381850018 86.950112854950021 182.52313421500003 -0.16187499999999996 44.215931556700006 19.215947067900004 16.464809133250004 22.624947093000003 200.07083195085002 16.395383075500003 -0.22831499999999999 40.621691032550004 184.84480138465003 13.326324856250002 22.509653697550004
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 9 -8 11 12 -5 -13 -15 16 -16 -14 19 -12 -21 -22 25 24 -24 26 -20 -26 29 -29
right_child=3 -3 -4 6 -6 -7 7 -9 -10 -11 18 13 17 14 15 -17 -18 -19 22 20 21 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=-0.10112246429249699 -0.10240519971680256 -0.09198148222347953 0.083944576395065917 0.042155039055930946 0.057483983436290957 0.018136625147250812 -0.082581150695277356 -0.076216958176335337 0.072028476163518387 0.058048809153250273 0.050418802456742517 -0.10963172566022067 -0.01749237059841861 0.047451502381410438 -0.069630660047685936 -0.087456397541891745 0.044231489070320928 -0.1100520156752441 -0.0053715405431893452 -0.065544653010739362 0.045573836662668621 -0.04163910603380646 -0.047120007482317511 0.057769364964545968 -0.036248809891009127 -0.0015123348860392989 -0.10983791238301351 -0.0028096402036310807 -0.017583981270909023 0.065656334185666576
leaf_weight=0.049846269788757946 0.18840927208520841 0.22485557159939162 0.12239975364354905 0.23966710401509717 0.85248236468760297 0.36845619173254818 0.18240756605518982 0.56407114923058432 0.2461746532098914 0.16224755847360939 1.5105760182859662 0.22123678857860829 0.20512036979016557 0.92358692405105136 0.41219083982286953 0.35841224760224566 0.83360065052693244 0.55318227170209866 0.82463167935201898 0.56267149786435755 0.94250922085484468 0.34250257071835222 1.2908464432693998 1.480481026927009 1.1505360905211999 25.320163460944983 0.66315712740106392 1.4409743291907946 1.5056522065715396 2.4034238570529851
leaf_count=92 65 53 23 22 25 18 29 55 23 11 121 41 13 45 22 78 40 56 56 92 64 22 34 38 48 1467 101 38 46 62
internal_value=-0.000113662 -0.0389027 0.030388 0.000223025 0.0258223 -0.0226474 -0.000590647 -0.0267602 0.0204567 -0.0163791 0.000109206 -0.0154705 -0.0544743 -0.00131106 0.00816936 -0.0144465 0.0065583 -0.0850147 0.00158942 0.0202407 -0.00443141 0.0223284 -0.000146611 0.0118931 0.00317602 -0.00431073 -0.0519357 0.0131635 0.0237897 0.0399936
internal_weight=46.1465 0.397102 0.172246 45.7494 1.40935 0.556865 44.34 1.1549 0.59083 0.344655 43.1851 3.747 0.99797 2.74903 2.52779 1.6042 1.24579 0.758303 39.4381 3.35826 1.84768 1.28501 36.0799 9.27191 7.79143 26.808 1.48779 6.50059 5.35005 3.8444
internal_count=2900 168 115 2732 108 83 2624 118 63 40 2506 317 91 226 185 140 62 69 2189 299 178 86 1890 266 228 1624 157 194 146 100
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=18 6 0 6 5 9 5 0 9 23 23 19 20 9 5 22 22 0 3 18 5 20 6 3 10 0 10 22 22 20
split_gain=0.0588801 0.216801 0.382222 0.439758 0.413275 0.334623 0.275353 0.358871 0.282626 0.274711 0.267492 0.352384 0.261019 0.259842 0.222809 0.191227 0.197333 0.189181 0.551151 0.28947 0.19974 0.269426 0.262669 0.183572 0.530451 0.595564 0.373746 0.269726 0.254207 0.240214
threshold=15.312071772700003 14.835346625500001 93.262612545250008 15.135353635100001 18.152162791050003 203.83507631320003 18.310380701750002 95.590817286200021 201.2906445504 0.086945000000000022 0.076080000000000023 12.451004585100002 43.124157941850008 216.18094582280003 20.766972852450003 -0.23771499999999998 -0.22573999999999997 96.249489528150022 81.796338618900009 15.379439136400002 14.624842172000003 41.134354310300004 13.665319288000001 89.227236891450005 66.697957758300021 92.031298721500022 65.727424373200009 0.20327000000000003 0.13860000000000003 38.318569170500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 7 9 10 -1 -9 -12 13 -7 -8 -16 -17 19 20 -2 -19 -22 -23 24 -5 -26 27 28 29 -25
right_child=17 2 4 23 -6 12 14 8 -10 -11 11 -13 -14 -15 15 16 -18 18 -20 -21 21 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.10947974380208053 0.051155732402013765 -0.064120539820214636 0.087770509831320676 0.064174821601185317 0.0033255709105068742 -0.089424494053578218 0.051099617728163987 -0.075055374838160591 0.070982514892949003 -0.014149409471751601 -0.064007599091776946 0.041917438458567012 0.014426349417135012 -0.0061499903581281497 -0.10293517708206044 0.061159423873002029 -0.050346348642353059 0.010156280192928545 0.06619068513202829 -0.082596161709225888 -0.066885500809270346 -0.057158013859180283 0.071883709633129608 0.031039817054671143 -0.10573674576476605 0.041706240311812241 -0.079545887611883026 0.064608110873218536 -0.055947685472697607 -0.0027858542005421041
leaf_weight=0.63911200428264991 0.23722763103432853 1.0640882872103308 1.0455932719632977 1.5473575834184914 1.3002596182050181 1.3130725640512539 1.3030490140536133 0.53412095881140009 0.47939028684049834 0.57356292282929644 0.46319140410560045 0.9754876443912508 0.52272804616950441 0.52432400532416057 0.19109685764124162 0.35303809602191916 0.28833193930768142 3.956620980111893 1.5204290056426542 0.50896851585639524 0.91780351677152772 0.27304801227001008 0.37353858747519553 2.3578266553304408 0.51051498856395461 0.591218231478706 0.59575502448751549 0.64155851204122782 0.8158443704014634 19.158928527243006
leaf_count=100 7 40 23 38 36 92 98 59 13 44 44 44 22 27 43 19 42 820 58 57 86 40 10 148 29 14 21 32 31 763
internal_value=-0.000113407 -0.00174506 0.00223002 -0.00110044 0.0409644 -0.0161777 -0.00326076 -0.0198926 0.00211315 -0.064391 -0.0146221 0.00781423 -0.0479231 -0.0656611 0.0252819 -0.0151303 0.0110313 0.00780419 0.012878 -0.0400743 -0.00180379 -0.0320529 0.0173905 0.00145721 0.0264161 -0.0266151 -0.00134799 0.000679799 -0.0011567 0.000920795
internal_weight=45.5771 37.7895 29.6289 27.2831 2.34585 8.16051 5.80038 3.66487 2.45219 1.21267 1.9728 1.43868 2.36012 1.8374 2.13552 0.832467 0.64137 7.78764 7.04144 0.746196 5.52101 1.56439 0.646587 26.219 2.64909 1.10173 23.5699 22.9742 22.3326 21.5168
internal_count=2900 1822 1175 1116 59 647 506 304 160 144 147 88 141 119 202 104 61 1078 1014 64 956 136 50 1076 81 43 995 974 942 911
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=17 0 16 17 4 20 17 5 10 15 17 14 18 6 18 22 6 5 2 10 4 2 5 15 16 10 15 16 21 13
split_gain=0.0606094 0.406456 0.497256 0.258324 0.245299 0.210128 0.350838 0.338108 0.319947 0.356049 0.385491 0.358342 0.318904 0.232974 0.31263 0.194625 0.178655 0.344954 0.160958 0.204667 0.142525 0.206526 0.249653 0.142994 0.307106 0.462997 0.190831 0.200649 0.346852 0.368804
threshold=201.37020668845003 86.692020874450009 22.644947046300004 200.23903127160003 178.77399478955002 40.922041107600009 202.15076634215004 21.850554661550003 64.434276012450013 37.965550269150008 205.63493178080003 271.76753865565007 14.682853263650001 13.400313096150002 17.166139419800004 -0.092864999999999989 14.925348728400001 14.950964152900001 325.75432260090003 74.986474174450009 395.41070928875007 270.91232589630005 23.234643166550004 44.34858359035001 22.594947163200004 61.917879202350001 43.132842597400007 22.674946976100003 9.4167774551500028 117.79210452745001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 18 -3 8 -7 12 -6 10 -10 -12 -8 14 -14 -16 17 -5 20 -20 21 23 -23 26 -25 -26 27 -1 29 -29
right_child=1 2 -4 16 5 6 7 -9 9 -11 11 -13 13 -15 15 -17 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0044560917828555978 -0.10653639278526628 -0.067062382210179461 0.094312950053485722 0.085339594181791545 0.09060361446225404 -0.11986541485268419 -0.075950589851488184 0.040000596731384536 0.058509854806952644 -0.1076027567150105 -0.079990276414180078 0.016859406225830882 -0.10245765693958656 0.029079797101207908 -0.10219326891345462 0.027891119811225096 0.070945419726599665 -0.072369369140724352 -0.098187292061567025 0.0066972271405145991 0.0505744298347552 -0.10861659357062653 0.00074175184529538319 0.04408811462880223 0.012123115187083739 -0.10515216748317316 0.048558180179070459 -0.082042621483320491 0.041903955164352892 0.00085912162547851492
leaf_weight=26.163081578918547 0.39470926711510301 0.66027300199493488 0.49763750145211894 0.25293142657755996 0.47824821900576209 0.3147754234378225 0.92254608712391961 1.0089187428820876 1.1236836396888072 0.26730593174579542 0.58920140580448777 1.0865358285532236 0.44420498768886341 1.0216870340227613 0.14174324724990284 0.6098898826749094 0.89075039327144623 0.30706551286857575 0.37365399446389247 0.37054979328149784 0.57135664100132899 0.38077089459693425 0.46208617559750564 0.46798065360053342 0.63644007680704795 0.71464535611085012 0.89776361314579745 1.134637522511184 0.62277469562832255 1.0181504478823624
leaf_count=1554 26 31 21 24 13 15 33 20 70 23 70 137 89 45 63 70 22 20 60 56 93 44 34 27 31 88 25 26 14 56
internal_value=-0.000114144 -0.00717594 -0.00289755 0.00180053 -0.00847784 -0.00364789 -0.0180829 -0.0103608 0.0145284 0.00266463 0.0131936 -0.0171936 -0.0265422 -0.00598705 -0.0359471 0.00335976 0.0431209 -0.00113764 2.77255e-05 -0.0459638 0.00106272 0.000192253 -0.0486622 0.00149305 -0.0257267 -0.0499087 0.00315258 0.00174396 -0.0238212 -0.0428347
internal_weight=44.826 9.56136 9.16665 35.2646 8.66901 8.00874 4.46377 4.14899 3.54498 3.06673 2.79942 1.67574 3.14007 2.21753 1.19584 0.751633 1.45075 0.559997 33.8139 0.744204 33.0697 32.4983 0.842857 31.6555 1.81907 1.35109 29.8364 28.9386 2.77556 2.15279
internal_count=2900 726 700 2174 679 648 335 320 313 300 277 207 300 267 222 133 66 44 2108 116 1992 1899 78 1821 146 119 1675 1650 96 82
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=22 6 9 21 23 23 20 7 10 5 21 5 21 16 8 13 20 7 21 6 23 12 12 3 0 4 23 16 15 22
split_gain=0.061956 0.0919445 0.0807999 0.0864325 0.0782012 0.201194 0.139943 0.0823988 0.119613 0.274493 0.332514 0.121166 0.228827 0.0943712 0.190907 0.158016 0.118379 0.132595 0.112985 0.149668 0.221649 0.136809 0.398708 0.251356 0.339297 0.331012 0.323114 0.280429 0.401654 0.491641
threshold=0.68694500000000025 11.125259939900001 26.901933640100001 21.991168361800003 -0.54481999999999997 -0.27223499999999995 35.616518500750011 17.938678131200003 60.474177186300004 27.160544034850002 7.5091558130000005 31.302824910800002 0.61177024580000017 22.724946859200003 8.4434108459500017 117.75715457175001 32.785955158400007 22.708075280250004 17.123843457500005 16.405383309150004 0.080375000000000016 148.24135922650004 143.81891023950001 93.491131486350014 85.807518149550006 220.3182238473 0.10461500000000003 22.604947139800004 45.169600924000008 -0.079824999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 -6 -7 9 -9 11 12 -11 15 -15 16 17 -10 21 20 -20 22 -18 25 26 -23 -25 -27 29 -29
right_child=1 -3 4 -5 5 7 -8 8 13 10 -12 -13 -14 14 -16 -17 18 -19 19 -21 -22 23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.10066333852579379 -0.0078307372346661779 0.078235860835296281 0.04124007173685322 0.039853280303608019 0.038003560185112396 0.063948372385921659 -0.086321990196642315 -0.10431193222752487 0.076102258590316482 0.08882499334630678 -0.10574886983365571 0.085850454792922831 -0.07567684521186728 0.069959354326728992 -0.0084838541919954082 -0.058820093296645497 0.0030221996914933918 -0.10700689972480658 0.046074658129453855 0.071981918233199257 -0.059440123556818214 -0.064149285150049168 0.069574897145741707 0.015579257837505706 -0.082473305158803301 -0.0054630922952312901 -0.10758622062838474 -0.01841793975667045 -0.043181545514173365 0.061572787839747539
leaf_weight=0.15649792203703228 0.24944323248200717 0.24706488131778315 0.45013114193352421 0.06077381141949445 0.11412176432895549 0.20130491214513213 0.43810745424525521 0.36032020294714928 0.049824037523648168 0.15196535059658345 0.22003617163863964 0.28135375069541624 0.19064160978450673 0.57735784584656247 0.67060669575585052 0.4533632171805938 14.954795422875119 0.19171408349416197 0.48976872650382464 0.51265968207735568 0.33543740621826146 0.80498475302011385 0.95782277654143477 1.2296472472298767 0.94136846328910895 14.226371729329005 0.25762517167822796 1.1043623993173244 0.74928768596146245 2.525499084731563
leaf_count=179 28 16 59 5 27 52 77 68 19 19 35 18 26 22 20 15 626 78 47 13 30 16 34 121 58 1049 22 28 27 66
internal_value=-0.000129104 0.0349964 -0.000528577 -0.061359 -0.000224328 -0.000658482 -0.0606293 0.000121893 -0.00018231 -0.0312449 -5.10231e-05 0.0372227 -0.00271108 0.000729387 0.0278071 -0.000119989 0.000556637 -0.0692355 0.000987888 0.0295468 0.00318404 -2.41985e-05 0.00702818 -0.00516276 -0.0354922 -0.00136795 -0.00575545 0.00134834 0.0234764 0.0372361
internal_weight=44.1543 0.496508 43.6578 0.217272 43.4405 42.9903 0.552229 42.4381 42.2368 1.20432 0.843997 0.623961 0.342607 41.0325 1.24796 39.7845 39.3312 0.241538 39.0896 1.33787 0.825206 37.7518 15.9126 21.8391 2.42864 19.4105 1.48727 18.6055 4.37915 3.62986
internal_count=2900 44 2856 184 2672 2613 104 2509 2457 166 98 63 45 2291 42 2249 2234 97 2137 90 77 2047 660 1387 201 1186 143 1170 121 94
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=21 21 18 22 15 16 21 6 7 5 21 9 18 22 20 22 0 16 0 18 10 20 16 0 4 13 10 23 6 15
split_gain=0.0580949 0.159367 0.408296 0.424915 0.580978 0.165892 0.158542 0.214662 0.214443 0.238342 0.202125 0.552895 0.682545 0.186213 0.226605 0.184175 0.179016 0.168457 0.200724 0.265948 0.24653 0.287356 0.257263 0.367831 0.195273 0.189744 0.287837 0.1802 0.185786 0.172235
threshold=2.9845679401500003 4.3636502323000004 15.064837217800003 -0.11600999999999999 40.452545866750008 22.634947069650003 1.9231529451500002 16.545386580300001 25.113507579400004 16.823764825550004 1.2219980417000003 194.46727572990002 13.849588037450003 -0.057185 42.131954243650007 0.4063250000000001 99.378854792050006 22.634947069650003 90.259604813550013 14.092183088000002 65.630639880500027 41.755948821900006 21.979948601300006 88.576630023850015 161.23541642690003 108.17011287860002 78.220689305400015 0.099010000000000029 10.435243817800002 30.807603489900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 10 8 13 16 15 -12 -13 14 -8 17 -10 18 20 -20 21 22 23 -1 -21 26 -26 28 -28 -27
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 11 12 -14 -15 -16 -17 -18 -19 19 24 -22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=-0.088411500582146918 0.017622958564450529 0.00045259674003080464 0.037330702531728176 -0.11243941082918239 0.010427537277620361 -0.041003349864309244 -0.0088345039707842573 -0.035955434510020139 0.09149080962974758 -0.089386984563079336 -0.10501343711667271 0.074056635357369907 -0.060344162352244761 0.092020107460847447 0.062310711163453006 -0.078118260022281463 -0.031696955826487024 0.044098688495396866 0.04890629448259616 -0.067301902052156679 -0.087145213541303654 -0.077995620276248082 0.097152582348846259 0.082210737258550742 -0.068801558892477882 0.055124869084966312 0.035379470771591259 0.080253432130301186 -0.091321984019019919 -0.0045046572553735691
leaf_weight=0.29575396813742905 1.0376359510291879 24.937939406284841 0.9697117750711185 1.1931334908931632 0.81259826885070641 0.44682142406236369 0.81875494125415638 0.53359512941460696 0.23001762945204962 0.27067107718903571 0.65642524429040294 0.73418277551536426 0.77854681388544122 0.66329220215993645 0.98783338174689561 0.25301335001745506 0.24215839032240183 1.1429612275678662 1.4422177922679109 0.40347200799442395 0.48881380652892392 0.35905145827564411 0.33356497716158628 0.22058931272476912 0.67549922505804738 1.0175856086425481 0.27357824944670028 0.3056100110125044 0.2005835719537572 0.92445814702659834
leaf_count=108 51 1648 100 58 32 19 33 35 5 21 40 22 58 23 27 51 46 47 42 18 14 19 8 8 78 20 153 42 40 34
internal_value=-0.000120922 -0.00266108 -0.0200715 -0.0360201 -0.0587155 -0.092976 0.00511862 0.0227808 0.0325362 -0.0145732 -0.00117958 -0.0283719 0.00488544 0.0467049 0.0300673 0.00589565 0.0283132 0.00852521 0.0026672 0.0123443 -0.0272173 -0.00298685 0.0287013 -0.0155192 -0.00152924 0.00628206 -0.0210186 0.0203747 -0.0182188 0.0267398
internal_weight=43.6501 29.3978 4.4599 3.49019 2.45255 1.63995 14.2522 3.74632 3.21273 0.742847 10.5059 2.16915 1.51273 2.46988 1.80659 8.33675 0.472176 8.08374 6.94078 5.243 1.69777 1.20896 0.849908 0.516343 3.80079 3.39731 1.45527 0.779772 0.474162 1.94204
internal_count=2900 1908 260 160 109 77 992 190 155 72 802 120 80 83 60 682 51 631 584 427 157 143 124 116 385 367 313 235 193 54
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=22 6 9 22 5 6 3 8 13 18 2 22 17 20 6 20 17 17 21 12 21 16 15 14 4 3 22 5 17 21
split_gain=0.0580129 0.0782528 0.0737665 0.175292 0.13212 0.212317 0.0972871 0.18419 0.135811 0.142243 0.164534 0.139995 0.19839 0.0994972 0.248435 0.21234 0.150212 0.335607 0.267149 0.302522 0.280724 0.199539 0.190706 0.183173 0.149617 0.156685 0.166767 0.179326 0.145441 0.221612
threshold=0.68694500000000025 11.125259939900001 37.256168974800005 -0.156745 2.7861270712500006 5.3251244207000008 68.827216597650008 2.6479335789000005 95.870416931800023 17.327266398450003 237.82463207520001 0.20981000000000005 177.48499193625003 43.19689381845 10.855253631250003 43.082598263550004 188.54236693505001 185.71388464605002 6.655069997600001 197.02116758845003 4.592422409250001 21.014950857900004 31.506101402100004 198.03755973785005 225.05241822990004 108.42013948475001 -0.23771499999999998 19.585698137700003 213.85098605320005 1.2781961269500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -4 11 13 -11 12 -8 14 -10 28 17 21 20 23 -18 24 -19 -20 -15 26 27 -26 -16 -30
right_child=1 -3 6 -5 5 -7 8 -9 9 10 -12 -13 -14 16 15 -17 18 22 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.066590965852459147 -0.0048404291524967637 0.076446301263989991 0.080619264302366822 -0.092140408076734237 -0.10212321745140232 0.070906316303866623 0.024780743991491754 -0.10096045289798604 -0.10173934923432509 0.071957505526711832 -0.013254717469395175 0.048584836053618241 -0.090247880161233252 -0.049548810960086835 0.00026734003993794122 -0.058113343587203631 0.0066690594665834192 -0.0077361983572536864 0.0046615117533758037 0.031670827500393899 0.089517765673882754 0.083351577742641708 -0.10743663204699182 -0.10839535179007308 0.086170771660714574 -0.062212089970388719 0.054898603862855569 -0.10224037177010135 0.035831848142090304 -0.085201902720395406
leaf_weight=0.20651541471579549 0.2436687160643477 0.23042038432322443 0.32637632412661233 0.29317196532133394 0.18890806966101081 0.11353804310783744 0.21027583618524559 0.067400562377770257 0.25086462424951506 0.57967447489499946 0.37201988528249785 0.15071740661915101 0.5225188540025556 0.4302370152890943 31.917885112076874 0.65752609335686329 0.71781196276424475 0.35532795993640309 0.24925271343818145 0.9147781407518778 0.9506128573557362 0.36014926945790637 0.4170144300442189 0.33714942129154224 0.074726546852616815 0.20112044481720648 0.83208791202923704 0.1559214010994765 0.22351881419308384 0.46808070898987353
leaf_count=65 28 16 59 239 74 8 74 84 65 30 23 36 186 73 1387 43 26 21 13 47 28 18 21 31 10 31 56 40 18 50
internal_value=-0.000120565 0.0346672 -0.000508212 -0.0305464 0.00493304 -0.0371681 6.90008e-05 0.0495393 -0.000402114 0.000444715 0.0386478 -0.0391877 -0.0572404 -0.000475405 -0.00259781 -0.00185019 0.0113886 -0.00537189 0.0263352 -0.00427114 0.0538735 0.0157564 -0.0615679 -0.0603401 0.00138622 0.0187253 0.0340426 -0.0411979 -0.000715723 -0.0460849
internal_weight=43.0193 0.474089 42.5452 0.802133 0.508962 0.302446 41.743 0.393777 41.3493 40.4658 0.951694 0.883512 0.732795 39.5141 33.5179 33.267 5.99619 2.82658 3.16961 1.50118 1.66842 2.05424 0.772342 0.586402 1.69409 1.26386 1.06274 0.230648 32.6095 0.6916
internal_count=2900 44 2856 386 147 82 2470 143 2327 2031 53 296 260 1978 1563 1498 415 270 145 91 54 228 42 44 210 137 106 50 1455 68
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=23 3 6 6 4 21 19 23 23 18 22 18 0 22 23 22 5 13 21 3 20 20 23 15 23 17 9 18 8 18
split_gain=0.0555796 0.345275 0.384598 0.354318 0.309537 0.290145 0.184421 0.153593 0.260031 0.283762 0.287825 0.244803 0.215845 0.147713 0.181689 0.119365 0.164813 0.263919 0.261961 0.22539 0.223654 0.12374 0.11263 0.414083 0.242477 0.164334 0.294221 0.152728 0.258789 0.243537
threshold=0.11308000000000003 92.913112988300014 16.505385645700006 15.870370808650001 170.05002137425001 4.9951517063000006 14.351157895250003 0.10500500000000003 0.10661000000000002 14.2124820928 -0.069554999999999992 14.752187928300001 94.550383989750017 -0.033594999999999993 0.12424000000000003 -0.25167499999999993 16.069922422900003 109.72404167800001 8.3704840485500025 77.360382703650018 39.344049039350004 40.742467179200005 0.099010000000000029 41.863529088250004 0.098200000000000023 200.23903127160003 194.59941400375001 14.752187928300001 8.6432548896500023 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=7 3 -3 4 -2 -6 -4 15 -9 10 -10 -11 -13 14 -7 16 18 -18 19 -1 -19 -22 24 25 27 26 -24 29 -29 -17
right_child=1 2 6 -5 5 13 -8 8 9 11 -12 12 -14 -15 -16 22 17 20 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10073500200713686 -0.10719367696061158 -0.077430075723430747 0.057152922329287897 0.093427523121774436 0.071888373240546033 0.016667334419254939 -0.031637067216632314 -0.087325761883768283 -0.03629868034414984 -0.11265230111581746 0.054151532391790907 0.086908966500568119 -0.062988785699769748 0.034206234113225542 -0.10593503214378529 -0.0015140327912119131 -0.10378916240440927 -0.078468443047306741 -0.10236710207506226 0.057392392047765264 0.042831399328834036 -0.025658849079893881 -0.028196815678602674 0.06329897527044806 -0.08046299822220157 -0.062605518194296855 0.053659949696579216 0.016053500693838884 -0.1031579376057888 -0.069501482801343425
leaf_weight=0.10320787708224033 0.19873109832405988 0.75052383139700374 0.53499749909224192 0.72432892629876722 0.72138680009606992 0.2214071766757113 0.41568869136972353 0.52524677937753894 0.5961498151300475 0.3979275096207856 0.85836213588481791 0.16251415020087734 0.23492727087432286 0.35974282533788959 0.26620086465845816 20.51127231906322 0.44296002711234894 0.40901978465626587 0.16058158540545264 0.71194728191767354 0.52838348277145974 0.52676340017933398 1.0508976858145613 1.3235193523287305 0.36867372508049712 0.43278201634257119 0.75425450040711428 7.5428588983470481 0.18660525325685728 0.54076610682386572
leaf_count=103 14 34 20 19 40 17 24 33 21 13 26 5 37 24 27 1097 69 24 36 45 21 27 38 37 18 30 40 911 14 36
internal_value=-0.000118845 0.0108125 -0.0239169 0.0345231 0.0103834 0.0252783 0.0183294 -0.00131342 -0.0239725 -0.00918232 0.0170794 -0.0572078 -0.00169546 -0.0144029 -0.0502652 0.000453199 -0.0190536 -0.0361561 0.0143742 0.0373717 -0.0156949 0.00863886 0.00217232 0.0189597 0.000121306 -0.00726261 0.00600575 0.00115354 0.0131755 -0.00326043
internal_weight=42.5626 4.19301 1.70121 2.4918 1.76747 1.56874 0.950686 38.3696 2.77513 2.24988 1.45451 0.795369 0.397441 0.847351 0.487608 35.5945 2.88286 1.90713 0.975737 0.815155 1.46417 1.05515 32.7116 3.56145 29.1502 2.23793 1.80515 28.7815 7.72946 21.052
internal_count=2900 219 78 141 122 108 44 2681 135 102 47 55 42 68 44 2546 325 141 184 148 72 48 2221 145 2076 108 78 2058 925 1133
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=5 5 22 5 22 8 13 4 5 22 16 0 7 18 21 2 15 5 2 15 13 9 23 5 17 17 6 7 21 19
split_gain=0.0552632 0.259329 0.147615 0.144838 0.281358 0.232286 0.275334 0.230607 0.162746 0.153952 0.313991 0.142582 0.118779 0.188925 0.140289 0.119773 0.0995929 0.116654 0.312523 0.170047 0.147183 0.303736 0.158601 0.141995 0.245083 0.327604 0.435326 0.276897 0.382258 0.181151
threshold=23.606333875400001 23.524801812050004 -0.54972999999999994 29.040033326300005 -0.095019999999999993 8.7431769115000026 117.67112391160002 290.16639908380006 26.704856022900003 -0.083794999999999994 22.604947139800004 75.994645973400011 21.725272673150005 11.955585097900002 13.296557277800002 229.52120806975003 43.938093326450009 22.963361893800002 158.68292856370002 42.133814420300006 117.68187774410002 191.87997069285004 -0.27223499999999995 21.850554661550003 187.45953903175004 189.27091549140002 16.180378051950004 23.102607264700001 5.9038172716500013 14.251149826300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -2 4 8 6 7 -6 -4 -9 -11 -10 13 14 15 -5 17 19 -19 20 22 -22 -1 -24 29 -26 -27 28 -28 -25
right_child=2 -3 3 12 5 -7 -8 9 11 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-0.05837024203357391 0.068804198979637146 0.083622968199317319 -0.091423152706985839 0.088513289746606591 -0.083075701044975234 -0.083263402365361713 0.06107633860692973 0.069330767168558724 -0.10236343629369267 0.040645620633187295 -0.069040050339127357 0.058916778898590788 0.10067035656075891 -0.073328345678427165 -0.043830316184120463 -0.014557425642430287 -0.051811113712673676 0.061322805710634087 -0.022673460168293993 -0.055563618444998054 0.015316993662534499 -0.074744525448608365 -0.00029387456252318874 -0.085234612611214233 0.077487497582712478 0.073817126591975021 0.020227659952436274 0.021526341090155162 -0.090577654610064548 0.013872439959754498
leaf_weight=0.43082396523822453 0.22717936697881658 0.3779787877574553 0.75527909417723993 0.36646542555536121 0.39468333542208744 0.34324881423162867 0.63489861451671448 0.28354874864453439 0.084024177987885196 0.52616614944417939 0.51784382194455247 0.15768753984593786 0.15061319735104917 0.23214735169312917 0.18763332947492017 0.16283961554654525 0.36220585316186671 1.0419539022550441 0.77052517549600441 0.55017365395906281 0.74153974931687006 0.75649183633504435 26.551913740234806 0.37163538662934925 0.97614462487399567 0.87707561565912362 0.55771073186770104 1.5422912188805638 0.70478444773470983 0.36612670682370663
leaf_count=71 10 11 120 52 93 42 24 15 49 29 35 15 9 57 21 23 16 35 35 28 19 22 1914 35 19 21 17 29 26 8
internal_value=-0.000120385 0.00121661 -0.00996091 -0.0136911 -0.0231675 -0.00640587 0.00478619 -0.015965 -0.0685669 0.00398705 -0.01376 0.00285232 0.0181703 0.00507807 0.0304664 0.0568038 0.000365611 0.00088711 0.0256141 -0.000414704 0.000480944 -0.0301632 0.00189873 0.00271148 0.0175005 0.0259823 0.0123271 -0.00690129 -0.0416291 -0.0360511
internal_weight=42.0036 36.9794 5.02426 4.79708 3.69738 2.70039 2.35714 1.72224 0.996991 1.32756 1.04401 0.241712 1.0997 0.949086 0.716938 0.529305 36.6014 36.2392 1.81248 34.4267 33.8765 1.49803 32.3785 31.9477 5.39577 4.65801 3.68186 2.80479 1.2625 0.737762
internal_count=2900 2306 594 584 422 238 196 172 184 79 64 64 162 153 96 75 2295 2279 70 2209 2181 41 2140 2069 155 112 93 72 43 43
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=9 3 13 21 20 18 16 15 16 4 7 22 12 6 8 20 20 18 15 3 18 10 23 23 23 20 5 22 3 15
split_gain=0.0538752 0.125624 0.163435 0.0965425 0.127545 0.0822709 0.143254 0.247705 0.12567 0.141951 0.136036 0.133149 0.119938 0.112726 0.283062 0.104804 0.20952 0.397939 0.33086 0.163249 0.145969 0.171344 0.226009 0.173267 0.237978 0.235063 0.237285 0.16623 0.25654 0.144394
threshold=37.256168974800005 66.676450093250011 96.209162656250015 20.770927814650005 50.264779514000004 17.327266398450003 17.654958715000003 23.214301336750001 11.934972090850001 402.10236428955005 26.752366550650006 0.06041500000000001 172.01106897260004 12.185284707250002 7.1444245619500011 43.19689381845 42.718072821900002 13.197799034350002 39.283112803100003 89.805255389500005 14.682853263650001 70.343506983200015 0.077470000000000025 0.085765000000000022 0.083415000000000031 44.157169339850007 21.072315829300003 -0.089514999999999997 93.077108934250006 27.576031546750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 12 9 -2 15 -12 -7 14 -14 16 -10 -18 19 -19 21 23 -23 24 25 -17 -27 -25 -29 -28
right_child=5 2 -4 -5 -6 6 -8 -9 10 -11 11 -13 13 -15 -16 20 17 18 -20 -21 -22 22 -24 27 -26 26 29 28 -30 -31
leaf_value=-0.10121351715188545 -0.10172081751341842 0.032631524006265712 -0.10207304417562285 0.10062212271256848 -0.1005456761793409 -0.10313796828625861 0.10118719653536686 -0.10245950601552299 0.0010508496366802022 0.00094346162512065439 -0.088452065803202154 0.017741722056396701 0.056592011949027569 0.081357242768891669 -0.078927545576327626 0.052769125490356561 -0.10782786081570515 0.00011461335029051561 0.031499439622485248 -0.07924541103726121 0.048459121695477787 0.0347896516785774 -0.10310479018477781 0.068612273128379836 -0.082668415824483532 -0.10451230589276737 0.031193636571303168 0.060753088036490113 -0.048623399883167925 -0.040230913047280943
leaf_weight=0.17321616353365143 0.25939903689322719 0.26746473378443625 0.1352621656460542 0.11867694277316332 0.0983578938539722 0.065782605133334893 0.2043202333152293 0.16731263205292624 29.81219271225109 0.28011248963593971 0.33316710637882252 0.1828808246209519 0.47555289357023844 0.36179344433185179 0.2280313450110043 0.76350762512811332 0.50891258350020452 0.42930458360933721 1.0227404654506242 0.65420130706843338 0.98123480500362337 0.19489111308939744 0.3046683010252309 0.84873068105662242 0.33379091630922619 0.24970165127888311 0.71143698838750402 0.42986584285972618 0.42790034440986346 0.4700556346506346
leaf_count=197 170 62 67 7 63 50 8 22 1380 24 64 22 113 19 80 64 62 31 35 25 66 27 41 29 17 16 69 13 27 30
internal_value=-0.000110686 -0.0259258 -0.00488377 0.0222494 -0.00317553 0.000392264 0.023354 0.0111066 -0.000488038 -0.0484179 0.000180851 -0.0508183 0.0279044 0.0359957 0.0126702 0.000870832 -0.00132987 -0.0284696 -0.00929497 -0.0478015 0.0133561 0.006081 -0.0493086 0.0126148 -0.00400226 0.00796203 -0.0159415 0.037236 0.00619016 0.00277745
internal_weight=41.4945 0.792978 0.619762 0.4845 0.365823 40.7015 1.50279 1.29847 39.1987 0.539512 38.6592 0.516048 1.13116 1.06538 0.703584 38.1431 32.4274 2.61516 2.10625 1.08351 5.71578 4.73455 0.499559 4.23499 2.52849 2.1947 1.43119 1.7065 0.857766 1.18149
internal_count=2900 396 199 132 125 2504 292 284 2212 194 2018 86 262 212 193 1932 1533 153 91 56 399 333 68 265 196 179 115 69 40 99
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=5 7 17 5 22 2 22 3 9 0 21 23 5 20 7 18 21 15 16 23 13 3 17 0 23 12 15 6 6 10
split_gain=0.0507632 0.143567 0.214233 0.202502 0.227371 0.137806 0.138724 0.19788 0.176618 0.151612 0.117861 0.142142 0.109017 0.101605 0.128499 0.0957514 0.314472 0.265201 0.202456 0.300316 0.334585 0.192062 0.130517 0.480222 0.293912 0.274342 0.249866 0.244512 0.232691 0.219492
threshold=23.721757872050002 24.373474566200006 199.01194954300004 25.556820288350004 -0.026349999999999998 317.41815758785003 -0.081169999999999992 108.42013948475001 228.32597408415003 67.04476885710001 1.8462237188500004 -0.24637000000000001 23.524801812050004 48.852845034800005 23.539316666200005 12.903279561150002 12.025531657300002 35.885292828950007 22.654947022900004 0.083290000000000017 117.61735474900001 93.716961969300016 199.55131508320002 88.028184565250015 0.094625000000000029 174.50826892475001 43.758818131150008 15.955372794750003 13.855323727400002 64.434276012450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 10 6 7 13 9 -8 -2 -12 15 14 -5 16 17 21 22 -20 -21 -1 -17 -24 26 -26 29 28 -27 -25
right_child=1 -3 -4 5 -6 -7 8 -9 -10 -11 11 -13 -14 -15 -16 18 -18 -19 19 20 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.049777076385715387 -0.013396870772752416 -0.093122429396288203 0.040799359012627982 0.0049670049266027673 0.018598788851062406 -0.088465131844600101 0.091881250414203697 -0.062840171897805858 0.10086493072040881 -0.10245886265781834 0.0088751546221485771 -0.10400487592111636 0.041143544128951645 0.092031593341591666 0.098782572682632713 0.0035040917786876079 0.050628836064287391 -0.10262771933208326 0.078052099719945561 0.043000340871896088 -0.033825147318059426 0.036163057629828819 -0.07334031024946773 0.061486082427466629 -0.081737326620031803 0.010273482706406559 -0.089577035234079977 0.08858695064472015 -0.088748807092629903 0.0048408543143513639
leaf_weight=0.62904747442371378 0.30280504691472721 0.19941477882093739 0.78697506331809552 0.66499273945009851 0.4278431591301336 0.14582445014002576 0.047317978933279048 0.20583165128664416 0.071895893663167953 0.2647370862759999 0.1324752091168192 0.70641503802107775 0.66778436035383393 0.31500934314681217 0.18706969730556011 21.36199554411451 0.47508794169334567 0.49685529895941716 0.81641177670098786 1.2223134385421874 1.0571916313492691 0.44330775839625858 1.0808947444893409 0.78605306800454666 0.78865378924183493 0.62812658208849803 0.25126631103921671 0.22288944944739331 0.38140521428431384 5.2718244213201615
leaf_count=26 27 15 32 110 32 35 3 71 3 119 10 98 33 11 6 1354 13 16 24 32 30 31 37 21 65 92 10 8 24 512
internal_value=-0.00011824 -0.0101922 -0.00630944 -0.0169866 -0.043576 0.0049472 0.0127007 0.027561 -0.0404355 -0.0729904 -0.0668756 -0.0861792 0.00110961 0.0435047 0.0255641 0.000365201 -0.020652 -0.0422326 0.00163377 0.0260094 0.00737012 -0.0142497 -0.000818525 -0.0106303 -0.00249331 -0.0356808 0.00813799 -0.0062082 -0.0271375 0.012191
internal_weight=41.0397 4.45861 4.25919 3.47222 1.56954 1.90268 1.75685 1.3729 0.383951 0.312055 1.1417 0.83889 36.5811 1.16707 0.852062 35.9133 2.0443 1.56921 33.869 3.09592 2.27951 1.07236 30.7731 9.41111 8.33022 2.02108 6.30914 1.23242 1.00953 6.05788
internal_count=2900 572 557 525 167 358 323 198 125 122 135 108 2328 127 116 2295 86 73 2209 86 62 57 2123 769 732 189 543 124 116 533
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=20 21 21 18 20 4 3 18 21 17 7 16 10 22 15 14 12 2 13 6 16 9 7 8 6 7 6 20 17 2
split_gain=0.0518924 0.0941526 0.115353 0.112821 0.0891611 0.107527 0.0794744 0.174161 0.153993 0.134262 0.207072 0.123146 0.136998 0.117364 0.115904 0.0752704 0.30562 0.291764 0.193551 0.248959 0.49234 0.241458 0.18155 0.472572 0.355771 0.29206 0.286213 0.273339 0.26967 0.323166
threshold=49.275256100300005 21.991168361800003 3.4240268213500005 18.324911823050005 48.852845034800005 294.26523424930002 94.92945658615001 12.657095015500003 13.296557277800002 177.48499193625003 20.861721588400005 22.724946859200003 61.82916008405001 -0.01762 23.214301336750001 202.65261526855002 121.97235442175001 103.98563613345001 117.69263157665002 16.515385879350003 22.514947350300002 190.07378137140003 24.101221167900004 7.943800736700001 13.990326881750002 23.903127120600004 14.905348261050003 38.592454371550012 191.06791329340004 79.817946638700008
decision_type=2 2 2 2 2 2 2 2 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 11 8 9 10 14 12 -1 -9 -8 16 22 -18 19 -17 -21 -22 25 -24 -25 26 -14 -28 -29 -30
right_child=1 -3 3 -5 5 -7 7 13 -10 -11 -12 -13 15 -15 -16 18 17 -19 -20 20 21 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-0.066438123437646518 0.059113243202313849 0.056666953760870234 -0.079378939465658258 0.066438814133065544 0.074971859809601069 -0.0060822716808469615 -0.10046814416201488 -0.089499962632964614 -0.10510264386408355 0.093346595530324372 -0.10477676896253341 0.038831458665948441 -0.049499050342272602 0.035151684242692625 0.039537310245630758 -0.0012687317207582852 0.073395827150998003 0.0094667491667804055 0.054259553360470475 0.037538925831255149 -0.0043636041786709366 -0.098885496689411503 0.044682672393197176 0.018120960512401734 -0.080379229965927529 0.059217528194408148 0.049700500250307658 0.011477402753791202 0.0090056978771440015 -0.096244895034598724
leaf_weight=0.30951655430544533 0.093530462007037296 0.11315478733740747 0.44141099303851661 0.060309917274935287 0.34833522571716358 0.308727859872306 0.066585047024999566 0.447054084877891 0.11999700925662182 0.17807774333050475 0.15847922640386969 0.8269720403914097 1.0421759867676863 0.09089040090839251 0.52813597919066524 21.128403931005785 1.1733067336026572 1.8232445038738658 0.57645699457498167 0.58670992590486903 0.37583937938325085 0.96202181449189084 0.69633109739879762 0.5126803499952074 1.2876906070741823 0.90255295322276641 1.2056097705499267 3.0092572739358729 0.56710170209407784 0.60077615774935111
leaf_count=15 10 15 158 36 13 32 86 114 24 11 18 32 46 31 106 1626 30 46 19 21 16 51 66 40 69 20 35 73 23 18
internal_value=-0.000121275 -0.0269489 -0.042844 -0.0618508 0.00035584 0.0368877 -0.000256878 -0.0221612 0.00151949 0.015258 -0.00320438 0.000669268 -0.000189256 -0.068439 0.0238623 0.000373296 0.00654255 0.0344983 -0.00297398 -0.00440515 -0.0388375 -0.0723319 -0.00198447 -0.0252731 -0.0523299 0.0059507 -0.00153206 0.00775503 -0.00435132 -0.045137
internal_weight=40.5413 0.708406 0.595251 0.501721 39.8329 0.657063 39.1759 1.58922 1.05128 0.931278 0.7532 37.5866 36.7597 0.537944 0.594721 36.4502 12.8207 2.99655 23.6294 23.053 1.92457 1.33786 9.82418 2.4967 1.80037 7.32747 6.42492 5.38274 4.17714 1.16788
internal_count=2900 219 204 194 2681 45 2636 390 245 221 210 2246 2214 145 192 2199 466 76 1733 1714 88 67 390 175 109 215 195 149 114 41
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=8 22 8 23 22 8 16 19 17 17 21 5 2 20 21 7 6 20 20 13 15 6 3 7 13 8 23 19 22 16
split_gain=0.0540161 0.256234 0.193353 0.152368 0.0994698 0.0920042 0.137595 0.0773195 0.263787 0.441147 0.305396 0.397916 0.29727 0.290581 0.286685 0.285065 0.240459 0.352863 0.737799 0.306502 0.296425 0.275037 0.476898 0.5728 0.383778 0.251841 0.224001 0.426865 0.212265 0.171167
threshold=8.8430989333000021 -0.011399999999999999 9.3427090425500019 0.089475000000000013 -0.14869999999999997 8.7431769115000026 22.574947209950004 14.451165964200003 188.16174763880002 190.02287710315002 7.4080080539000006 22.694406402050003 147.22108985190002 41.621607100200002 2.6263314141000005 23.102607264700001 16.435384010100005 41.028010303750008 42.852084787850011 117.67112391160002 39.283112803100003 16.285380505300001 93.077108934250006 22.806258769100005 117.64423933030001 8.6432548896500023 0.10045500000000003 14.351157895250003 -0.063985 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=5 2 3 -2 -4 7 -7 16 -9 -10 11 14 -12 -14 -11 -16 21 26 19 -19 29 24 -23 -24 25 -1 27 -18 -13 -20
right_child=1 -3 4 -5 -6 6 -8 8 9 10 12 28 13 -15 15 -17 17 18 20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0009920215392133292 0.023339295412395527 -0.076828059475041205 -0.0028855075095128653 -0.061050552969677298 0.070419083990868978 -0.017236834724790935 0.050736154060195118 -0.047747431675009992 0.094403564584829444 0.01525254396995528 0.084166303135687792 -0.0077254705533913968 0.046606440389119839 -0.034041057149058689 -0.012425596530982004 -0.10056773896209681 -0.067785945421982949 -0.087306279614520407 0.0036180916227031936 8.6223375610022866e-05 0.07026815839469748 0.066462468270791067 0.052550573615199617 -0.065192377958108144 -0.12983210406689488 -0.067856493843027832 0.061184328931267677 0.065872320186873154 0.080855276955130451 -0.10398453754621531
leaf_weight=19.49468492632424 0.35283613677893322 0.51819746464207028 0.31228146096691489 0.54354011415853165 0.45455279658199288 0.45932212285697349 0.84689224394969642 0.73374281916767259 0.63899727001262352 0.69284065393731076 0.78015850018709931 0.54551632077345857 0.99220649246126391 0.8127291472046636 0.64514691848307826 0.85083331260830164 0.58237069880669767 2.0243846754838164 0.69454616367784161 0.5005424220507847 0.63606522820191458 1.6653597638942295 0.78639377703075275 0.87057876764447428 0.23349815420806308 0.54618175094947119 0.69411595538258553 0.40519642597064376 0.53663790822611168 0.18780867755413055
leaf_count=1895 19 49 23 37 30 18 31 19 19 24 17 33 18 39 16 27 106 131 122 17 27 34 24 33 5 26 18 10 24 9
internal_value=-0.000125672 -0.015427 0.00370345 -0.0278326 0.0405669 0.000756029 0.0268339 -0.000175921 0.00908724 0.0155078 0.00689893 -0.0134026 0.0325869 0.0102924 -0.0379269 -0.0625561 -0.00245961 -0.0208446 -0.0368555 -0.0699816 0.0182287 0.00200095 0.0286709 -0.00931196 -0.00236942 -0.000884335 0.0176512 -0.0129463 0.0362015 -0.0192851
internal_weight=40.0382 2.18141 1.66321 0.896376 0.766834 37.8568 1.30621 36.5505 7.22881 6.49507 5.85607 3.27098 2.58509 1.80494 2.18882 1.49598 29.3217 5.72503 4.04335 2.52493 1.51842 23.5967 3.32233 1.65697 20.2744 20.0409 1.68168 0.987567 1.08215 0.882355
internal_count=2900 158 109 56 53 2742 49 2693 236 217 198 124 74 57 67 43 2457 440 306 148 158 2017 91 57 1926 1921 134 116 57 131
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=16 16 19 23 23 13 18 16 23 19 16 18 7 16 16 9 9 0 16 7 16 0 0 21 16 13 20 13 5 20
split_gain=0.0518045 0.198382 0.18659 0.15119 0.148936 0.191421 0.135763 0.132443 0.267956 0.217494 0.146329 0.35288 0.33786 0.3622 0.319501 0.512661 0.278344 0.269788 0.239067 0.152875 0.152543 0.268602 0.314004 0.432067 0.398026 0.339791 0.55316 0.467772 0.275522 0.314211
threshold=13.534968349350001 13.039969506900002 11.850956171350001 0.076580000000000023 0.093480000000000021 95.99139754765001 13.849588037450003 14.994964935250001 0.092095000000000024 12.250988447150002 15.919962772200003 15.481271036150002 24.071745547300001 15.444963882950001 17.844958270700005 191.87997069285004 199.21354841250005 97.32487278035002 18.094957686100003 19.468732114900003 18.564956587050002 96.249489528150022 94.047642319350018 0.18863712200000002 19.214955067100004 112.82921081865001 37.737818700150008 113.13031812925001 19.915533535850003 39.344049039350004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 8 9 -4 11 12 16 -14 15 17 -9 19 -16 -12 -20 22 24 -24 28 26 -26 -27 -22 -30
right_child=2 -3 7 4 5 -7 -8 10 -10 -11 14 -13 13 -15 18 -17 -18 -19 20 -21 21 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=-0.10196860417209848 0.041751285417750007 -0.10274508096278012 0.04505044915813089 -0.074824449845460467 -0.10172478461770602 0.061198699123954287 0.026037304455989091 -0.016094059453356745 -0.093708614701187312 -0.064065366804270663 0.04429576566173557 0.067509783604775692 -0.10575518474487318 0.017642947113512969 0.054927074548151128 -0.096465645252960253 0.099249115852062184 0.058289303733272284 -0.037171734655792252 -0.081937180703276408 0.073612209639615331 0.057021151820007956 0.021485968135518188 -0.086483660459846456 0.013075148778306834 0.09914403907280922 -0.087274408362408656 0.00033672282388330145 0.07980380165399395 -0.083413391381939025
leaf_weight=0.089209099708568718 1.0794759038762993 0.23021569474076375 0.47521650682028738 0.47221835006871504 0.10343926293398908 0.23813387435802724 1.163393248869397 0.41938129881054853 0.4540057179510768 0.29673593341431115 0.13371243667643529 1.0786659789209805 0.4883372985641472 0.46375942684244365 0.80750771040038927 0.88733672848320566 0.41749273077584803 0.51546369898642297 1.0766359236404266 0.33959969492389064 1.2365320152603185 0.83588324900483613 0.60956721246475243 0.94557688146596774 1.0650301566347509 0.49014458665624516 1.1344089309859553 21.326644664688502 0.20238977728877205 0.28269493020161462
leaf_count=60 99 64 54 324 103 25 224 40 50 46 74 67 19 27 39 134 6 49 144 127 32 32 22 71 28 17 59 813 11 40
internal_value=-0.000117352 -0.0146916 0.000785758 -0.00488156 -0.0384402 0.0118603 0.0169209 -0.000443201 -0.0327467 0.00310669 0.000696223 0.0223336 -0.00490555 -0.0456488 -0.00124952 -0.0412845 0.0414474 0.00823551 0.00125306 -0.0462759 -0.000230976 0.00118294 -0.000527182 -0.044163 0.0021094 -0.00122015 -0.0386823 0.00255657 0.048556 -0.015315
internal_weight=39.3588 2.29661 37.0622 2.06639 0.813791 0.341573 1.2526 35.9827 1.22596 0.771952 34.7568 2.86764 1.78897 0.952097 31.8891 1.87611 0.836874 0.988776 30.013 0.473312 29.2055 28.1289 27.293 1.55514 25.7378 24.0162 2.19944 21.8168 1.72162 0.485085
internal_count=2900 800 2100 736 452 128 284 2001 150 100 1851 159 92 46 1692 384 46 250 1308 201 1269 1125 1093 93 1000 917 87 830 83 51
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=9 3 13 21 20 18 16 12 3 21 2 16 15 10 8 20 20 7 22 6 9 22 10 0 6 0 15 22 10 10
split_gain=0.0505059 0.109115 0.143305 0.0823509 0.105558 0.0736559 0.181047 0.149073 0.0990873 0.0978026 0.244344 0.0982358 0.187008 0.0788295 0.162516 0.0763196 0.170744 0.334557 0.241567 0.384382 0.258212 0.250752 0.258714 0.518561 0.243304 0.335317 0.194751 0.20666 0.197806 0.332626
threshold=37.256168974800005 66.676450093250011 96.209162656250015 20.770927814650005 50.264779514000004 16.873483924050003 11.599972874200001 171.05377706560003 85.898925725950008 15.895706283850002 325.75432260090003 17.484959112600002 23.214301336750001 83.715897724050009 7.1444245619500011 43.19689381845 42.178283198950005 22.509653697550004 -0.067574999999999996 16.415383542800004 201.63419974125003 -0.081474999999999992 61.982402197500001 89.057864029250013 15.265356672600001 96.811377277450006 46.574831689400007 -0.10965999999999999 64.434276012450013 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 4 -3 6 8 -7 -2 10 11 12 13 -9 -15 16 26 -18 21 20 -20 22 -19 -24 25 -25 28 -28 29 -8
right_child=5 2 -4 -5 -6 7 15 9 -10 -11 -12 -13 -14 14 -16 -17 17 18 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10106794850039361 -0.1029926333750445 0.029113266443055754 -0.10177067588018501 0.10052786417306719 -0.1004702607817199 -0.10209695177105374 0.0071785850625438498 0.056188541169763108 0.020335476116384876 0.096207651980393105 -0.10180870401967079 0.095100364468338305 -0.10189508134769738 0.040404910981268236 -0.10151072775835551 0.011038685973524559 -0.086929101880936929 0.051610524156641524 0.059249449697124083 -0.1065605854441176 -0.042879146443782365 0.060609930834392527 -0.080972872314196587 -0.10405862787434859 0.070432641552793634 0.043535596688626776 0.023811710242000989 -0.10300368199724558 -0.0052908667095938203 0.065665904746799217
leaf_weight=0.15384341141134328 0.26191662402106786 0.25497755998003413 0.12215774760079512 0.099816009402275085 0.08343145052640466 0.094178887242604925 10.09271478593565 0.62521913310047217 0.086715834703682049 0.18295692907122418 0.15109848240081181 0.21025006954732806 0.11215057136723761 0.27588306747929892 0.11405220297365304 5.4106776769067428 0.62007517181700578 0.57789120990855769 0.39460156267887192 0.57193384467973363 0.66436074223020114 0.68079423211747814 0.90049811511562472 0.27650031365919836 0.52626644633710384 0.34723244671477005 0.20198624423937872 0.3532210920820934 13.129157823438616 1.0760430917725887
leaf_count=197 100 62 67 7 63 72 401 40 39 15 53 13 19 95 69 426 78 23 18 45 38 23 52 29 15 20 21 38 699 63
internal_value=-0.000124703 -0.02647 -0.00599043 0.0207089 -0.00283429 0.000371273 -0.000602246 0.020314 -0.0723171 0.0272107 0.0187309 0.0323478 0.020644 0.0341817 -0.00110401 9.56704e-05 -0.00185115 -0.0176923 -0.0090018 -0.040501 -0.00482293 0.00652225 -0.00748732 -0.0241429 0.0203575 -0.0218928 0.00169285 -0.0568678 0.00303096 0.0128135
internal_weight=38.6526 0.714226 0.560383 0.438225 0.338409 37.9384 36.1726 1.76579 0.348632 1.67161 1.48865 1.33756 1.1273 1.01515 0.389935 35.824 30.4133 5.56015 4.94008 1.6309 1.05896 3.30918 2.62839 2.0505 1.15 0.623733 24.8531 0.555207 24.2979 11.1688
internal_count=2900 396 199 132 125 2504 2128 376 139 304 289 236 223 204 164 1989 1563 341 263 101 56 162 139 116 64 49 1222 59 1163 464
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=8 22 23 8 22 20 6 18 6 13 22 10 0 6 21 4 22 17 3 22 23 20 20 23 16 23 22 18 7 7
split_gain=0.0541034 0.224067 0.17283 0.14381 0.0912835 0.318565 0.400019 0.447783 0.379426 0.322279 0.311876 0.285904 0.467455 0.266147 0.357171 0.216027 0.539025 0.210128 0.2091 0.218397 0.26498 0.206457 0.282714 0.252921 0.202324 0.196313 0.183191 0.1744 0.395232 0.269165
threshold=8.8430989333000021 -0.011399999999999999 0.10236000000000002 9.3427090425500019 -0.062629999999999991 41.028010303750008 16.445384243750002 13.849588037450003 16.305380972600002 117.69263157665002 -0.058529999999999992 65.630639880500027 92.313586825200005 14.855347092800002 6.9984086918000008 398.10712430820007 0.022230000000000003 192.00356210945003 84.850427055100013 0.17273000000000005 0.13062500000000002 41.134354310300004 41.21013581150001 0.10818500000000002 22.674946976100003 -0.22125500000000001 -0.01762 17.248993197150003 25.582719811950003 25.159995955100005
decision_type=2 2 2 2 2 2 2 2 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 21 11 7 26 15 10 -8 17 -13 14 18 16 -9 24 19 -14 -21 27 -23 -24 -6 -18 -7 28 29 -1
right_child=1 -3 -4 -5 5 6 9 8 -10 -11 -12 12 13 -15 -16 -17 25 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.019700664056323675 -0.0068389371492482524 -0.074980400879953751 -0.051922532510423162 0.064791379352817077 0.049865101568244551 0.099954549530297379 0.049884840776166173 -0.078179599996851701 -0.11558805754851434 0.055713917166927002 -0.089663054712405141 -0.067780731310347148 0.047808495845268612 0.054320200478885673 -0.097144629166123236 0.056701508102010738 -0.10288469598227477 0.078214525417607303 -0.033880344980410086 -0.056967077065365218 0.10095935475991689 0.087591412598346172 -0.0013509241239725396 0.058660518270511768 -0.025826617638793042 0.043245217118403081 0.019579866423595597 0.044362522602200131 -0.10099098650792848 0.038350202383305387
leaf_weight=6.7130254957364741 0.6854850298695967 0.48947414629128516 0.42770889556413738 0.47415754335816018 0.95470124578059612 0.55578748102561804 0.18460788205265988 0.82251207930676251 0.33435592614114273 0.23372488818131376 1.2089843219046086 0.7309622298052999 1.6155778237728111 1.4212500015273688 0.32415805658092711 0.49862625028254104 0.10154232888453352 1.1750629696762187 0.70842893072403956 0.48128659406529539 0.13634110872317251 0.39700062279552994 12.701709480532369 0.74339420354954278 0.56045573698793305 0.97146294239883024 0.57898146094521441 0.46381888521409642 0.54439157137949212 0.90660066473719769
leaf_count=412 37 49 35 37 43 20 4 65 7 11 142 30 110 35 52 59 25 46 26 91 11 13 986 44 14 131 37 156 117 55
internal_value=-0.000134826 -0.0158296 0.00241005 0.0224494 0.000768875 0.00723555 -0.011364 0.00615424 -0.0158015 -0.0529524 -0.0711773 0.0198305 0.00659859 0.0181983 0.00247834 -0.00186573 -0.0172722 0.0464789 0.0134564 0.0284729 -0.0221049 -0.00314476 0.00442293 0.00196717 0.0218668 0.0294164 0.0589458 -0.015286 -0.0186748 -0.0127936
internal_weight=38.1456 2.07683 1.58735 1.15964 36.0688 13.5988 5.49059 3.86327 2.7285 1.62732 1.39359 8.10822 5.418 4.68704 3.26579 2.39414 1.89552 2.69022 2.94163 2.23321 0.617628 22.4699 13.8421 13.4451 1.51516 1.07301 1.13477 8.62784 8.16402 7.61963
internal_count=2900 158 109 74 2742 959 501 344 287 157 146 458 355 325 290 280 221 103 238 212 102 1783 1043 1030 57 156 57 740 584 467
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=5 5 22 5 22 21 8 13 4 22 16 22 5 0 18 21 15 16 23 13 19 22 3 5 17 5 20 16 22 12
split_gain=0.0510212 0.212254 0.118266 0.107067 0.231275 0.190548 0.183624 0.191278 0.186318 0.13555 0.410094 0.128784 0.116271 0.107342 0.0842692 0.232714 0.211136 0.176775 0.256472 0.248654 0.159309 0.127952 0.339105 0.360827 0.460727 0.3927 0.177548 0.441568 0.642912 0.37143
threshold=23.606333875400001 23.524801812050004 -0.54972999999999994 29.040033326300005 -0.095019999999999993 16.589865017350004 8.7431769115000026 117.67112391160002 290.16639908380006 -0.082509999999999986 22.604947139800004 -0.23557500000000001 26.704856022900003 75.994645973400011 12.903279561150002 12.025531657300002 35.885292828950007 22.654947022900004 0.083290000000000017 117.61735474900001 14.251149826300002 -0.10098 93.356708579850007 21.495293572000005 197.57625617845002 21.197160116700001 40.496232821400007 20.784951395750003 -0.060760000000000002 145.39241760245002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -2 4 12 11 7 8 -6 -10 -11 -5 -4 -14 15 16 20 21 -19 -20 -1 22 23 25 -25 -16 27 28 29 -23
right_child=2 -3 3 5 6 -7 -8 -9 9 10 -12 -13 13 -15 17 -17 -18 18 19 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.061338583820348562 0.067032304549419594 0.082084541017393736 -0.088412838963995072 -0.066936277584542167 -0.080278186623043979 -0.10397273430772414 -0.08212069651226872 0.056255214759433229 0.056295794562496421 0.050330751272001609 -0.092895388454736064 0.049215454194363517 -0.10196292214065768 0.050413467395351012 0.0062375578838127091 0.043503504079762292 -0.098742020940437866 0.077311251608276108 0.039750846383397431 -0.029527992117977287 0.020201008819407 -0.10744461225251736 0.07308295227451285 -0.089133345762316296 0.028605735579190383 0.10129377598381804 -0.013431958854153273 0.048403722404380053 0.011066665148160156 -0.0069396875223474127
leaf_weight=0.41750957827389246 0.18827501963824023 0.32124912505969305 0.64214312455987954 0.11069497881908319 0.33038234805189892 0.11580366952330223 0.28049882781488111 0.52316611382411782 0.35516979276144411 0.419525166187668 0.38188996903045336 0.6934855763474842 0.070412744295026641 0.13461725576780736 6.2194743957438732 0.43561173056878022 0.42786369737586938 0.7144878283143038 1.1265350952744486 0.95919928926741693 0.56232771649956703 0.85002343699488825 0.76032132654472739 0.84880192062701076 0.54623961372999474 0.46726153412600968 11.243392498161709 1.8841331806033847 4.8031295593928061 0.64804037339695242
leaf_count=35 10 11 120 22 93 19 42 24 20 26 33 121 49 15 778 13 16 24 32 30 22 57 29 47 22 11 706 53 319 101
internal_value=-0.000124728 0.00119401 -0.010447 -0.0140419 -0.0228374 0.0159571 -0.00632693 0.00424951 -0.0140479 0.00487103 -0.0179193 0.0332272 -0.0674793 -0.00191663 0.000404502 -0.0203695 -0.0401349 0.00163694 0.0256035 0.0078905 -0.0145431 -0.000736949 0.00923543 0.00322875 -0.0430317 0.01288 -0.00527542 0.00592842 -0.00677221 -0.0639677
internal_weight=37.4817 33.2356 4.24606 4.05779 3.13781 0.919984 2.29063 2.01013 1.48697 1.15658 0.801415 0.804181 0.847173 0.20503 32.9144 1.84331 1.4077 31.071 2.80022 2.08573 0.979837 28.2708 8.8421 8.08178 1.39504 6.68674 19.4287 8.18533 6.30119 1.49806
internal_count=2900 2306 594 584 422 162 238 196 172 79 59 143 184 64 2295 86 73 2209 86 62 57 2123 887 858 69 789 1236 530 477 158
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=20 20 15 2 23 22 21 23 7 15 22 5 16 19 9 8 9 13 5 16 0 3 3 20 8 6 10 7 10 6
split_gain=0.0503065 0.107695 0.0892652 0.0851312 0.129977 0.105493 0.0884148 0.0775657 0.167216 0.149617 0.0855193 0.0921284 0.111765 0.0870641 0.0796508 0.207382 0.20522 0.159401 0.300652 0.205201 0.220124 0.220549 0.226163 0.303876 0.202323 0.183673 0.201496 0.179297 0.177427 0.226926
threshold=49.110028829250005 48.852845034800005 25.787346793900003 297.58713971970008 -0.17732499999999998 -0.15726999999999999 20.770927814650005 -0.27223499999999995 23.564264519350004 36.282341310300005 0.68694500000000025 9.180927113800001 8.5099800999500008 10.250827068050002 186.67271206880002 8.3434888241000014 186.14781787895004 117.68187774410002 22.782602051550004 22.704946905950003 85.716110573100011 93.770731131900007 93.620177476600006 40.337496327150006 8.543332867800002 16.465384711100004 61.993156030000002 22.689595575850003 61.960894532450006 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 7 3 4 -2 6 -6 8 -1 -10 11 12 13 -9 15 16 -13 19 -19 20 25 22 27 -24 -20 -16 -27 -22 -29 -30
right_child=2 -3 -4 -5 5 -7 -8 10 9 -11 -12 14 -14 -15 17 -17 -18 18 24 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0773108207634607 0.080110380818410862 0.048324750123040161 -0.10344317274562576 -0.079039025701471755 -0.042084298725339066 -0.10170135569713715 0.085619268755688427 -0.10029540878545982 -0.04475460027629577 0.10247597827370714 0.048783387064448305 0.0013153891766790895 -0.083094656682447768 0.085935356257396317 -0.10796941844858675 0.083460842304255364 0.091781920493947039 -0.085109973573069042 0.042516605482396816 0.066666408656087112 0.038752111107226761 0.047605493691746555 0.020521627774947444 -0.11097304336246604 -0.034416754684795665 0.025466276762535885 -0.10262331594493518 0.05173979608418925 0.0014148655284073912 -0.028210927830736723
leaf_weight=0.380079272617876 0.16925966802227776 0.4631802953517753 0.1230559484083642 0.1421665254929394 0.12276799792016391 0.12181065500317245 0.097090500174090266 0.035371231720317975 0.14598296501844743 0.1309228353202343 0.36202013072579475 4.5405838290930651 0.27623485422736849 0.086480060854228213 0.33444302035787643 0.3756553386338054 0.2654086248949169 0.64261764881666694 0.58323389675933845 0.46054547163657744 1.1872108136303818 0.97875037613266513 0.30225562082341539 0.41987742915807758 0.82588884133656393 0.3921476745599648 0.17881073299849959 0.61796079808846371 19.143519576933617 2.989220211718929
leaf_count=115 15 33 34 61 44 68 9 122 42 2 36 520 228 17 35 13 7 24 27 18 36 30 11 30 65 23 53 16 1055 111
internal_value=-0.000125848 0.000415454 -0.0253155 -0.0105947 0.00845002 -0.0270498 0.0143102 -0.000206914 -0.0342492 0.024857 0.000432126 -7.32446e-05 -0.047903 0.0318759 0.000482871 0.0119045 0.00631136 -0.00155395 -0.0284249 0.000487626 -0.000660585 0.00105069 -0.000797054 -0.0559347 -0.00257415 -0.0491199 -0.0146484 0.000866279 -0.00111074 -0.00258636
internal_weight=36.8946 36.1184 0.776151 0.653095 0.510929 0.341669 0.219858 35.6552 0.656985 0.276906 34.9982 34.6362 0.398086 0.121851 34.2381 5.18165 4.80599 29.0565 2.05174 27.0047 26.5442 25.6388 24.66 0.722133 1.40912 0.905401 0.570958 23.9379 22.7507 22.1327
internal_count=2900 2669 231 197 136 121 53 2636 159 44 2477 2441 367 139 2074 540 527 1534 116 1418 1400 1289 1259 41 92 111 76 1218 1182 1166
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=20 20 21 21 17 23 21 23 7 15 7 5 22 5 15 23 22 15 9 12 14 12 9 9 9 21 15 9 10 12
split_gain=0.0454715 0.124303 0.0863531 0.108527 0.08117 0.108726 0.0773456 0.0661576 0.143281 0.133343 0.0866722 0.0871528 0.071058 0.106755 0.100006 0.0689479 0.0792398 0.26864 0.145729 0.105098 0.268944 0.195368 0.271294 0.285655 0.265673 0.240239 0.316472 0.284206 0.229665 0.206833
threshold=48.988717865950008 48.852845034800005 3.4240268213500005 8.8712712239000009 168.45154159730004 0.074640000000000026 20.770927814650005 -0.27223499999999995 23.564264519350004 36.282341310300005 20.696106785750004 23.606333875400001 0.68694500000000025 7.7286379265000011 5.4774945026000008 -0.26439499999999999 0.25677000000000011 33.551906023850009 187.70546222865002 148.24135922650004 216.12004062900004 214.84291680595001 189.78071820640002 214.57164835430004 180.71687340240001 2.3484969739000006 39.283112803100003 201.44620319810005 62.00390986255001 217.64277969395002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 -5 -6 -7 8 10 -10 11 -1 13 14 -9 -15 19 18 -18 20 -17 22 24 25 -21 26 27 -24 -27 -23
right_child=2 -3 3 4 5 6 -8 12 9 -11 -12 -13 -14 15 -16 16 17 -19 -20 21 -22 29 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.075688377522163577 0.062925797892174812 0.058093523016209937 -0.10306960872119691 -0.10315738875232533 0.061029188042901278 -0.07732648406468158 0.040148551152365076 0.080428049980961314 -0.041049040158527866 0.10223520240228456 -0.10641865275699261 -0.10046626023231385 0.044962055530726519 0.04366053589310101 -0.10077389725921695 0.0042929109315700507 0.024309337106431805 0.057761859393816742 -0.074671758351767911 -0.035529953223558418 0.069728029444748749 0.072156579955156383 -0.10060863197990473 0.026743113477155762 0.051234972722766628 -0.091492558184540426 0.048529412980136778 0.0022278161967785458 -0.031931839046626442 0.0028672654033256514
leaf_weight=0.064400454510176952 0.10105655665392888 0.3696890864521255 0.1795297878634301 0.084157795642113342 0.19066316590397037 0.17110799812689947 0.083345608087256551 0.036669622153111869 0.1433887501107165 0.11872866749763489 0.24794939844650798 0.049808701814072265 0.35395423862246289 0.36398252683102228 0.17979792759115298 13.289650974219509 0.18978974722995079 0.28992231766460463 0.68778619061868085 0.52171650931677671 0.65927705567992312 0.45312159920285822 0.40727169308229327 1.0466838715146876 1.0906709367263827 0.77171913467464026 0.79848694715474255 0.79010797613591421 4.0189270897390088 8.7499814858456357
leaf_count=8 11 22 53 30 31 103 14 40 42 2 31 76 36 27 279 655 27 17 55 132 52 35 20 86 47 38 25 44 187 675
internal_value=-0.000122901 0.000408735 -0.023554 -0.0358837 -0.0130943 0.0039339 -0.0388478 -0.000194978 -0.0324598 0.023853 -0.073217 -0.00113588 0.000385496 -7.38957e-05 -0.0700783 0.000370115 -9.6549e-05 -0.0256943 -0.0532655 0.000820247 0.00738561 -0.00409054 -0.0141937 -0.0218827 0.0231606 -0.0293823 -0.000232846 -0.0327505 -0.0415264 0.00627878
internal_weight=36.5033 35.6935 0.809861 0.708804 0.529275 0.445117 0.254454 35.3238 0.624276 0.262117 0.362159 0.114209 34.6995 34.3456 0.216468 34.1291 33.7651 1.1675 0.877576 32.5976 13.9489 18.6487 9.44558 7.8332 1.61239 6.78651 1.99587 1.19738 4.79065 9.2031
internal_count=2900 2658 242 231 178 148 117 2636 159 44 115 84 2477 2441 319 2122 2095 99 82 1996 707 1289 579 400 179 314 89 64 225 710
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=8 22 8 23 22 22 22 9 13 18 21 8 20 15 9 9 2 6 5 17 22 23 22 21 9 20 15 22 7 4
split_gain=0.0458189 0.183912 0.154253 0.209162 0.0831754 0.081337 0.334018 0.245054 0.278938 0.270847 0.360653 0.240341 0.285329 0.424647 0.513953 0.212765 0.279626 0.192605 0.180104 0.169164 0.144977 0.560438 0.246417 0.236489 0.178053 0.176405 0.217535 0.22099 0.186287 0.470036
threshold=8.8430989333000021 -0.011399999999999999 9.4426310644000022 0.093295000000000031 -0.14581999999999998 -0.033594999999999993 -0.024989999999999998 199.02473417820002 117.79210452745001 13.809421053700001 10.414935658300001 8.543332867800002 41.811877919650009 35.194695975650014 196.26893085885004 210.70699256735003 173.78410684300005 10.045234705300002 11.848158554650002 177.48499193625003 -0.053019999999999991 0.087530000000000011 -0.062629999999999991 5.7087410616000005 197.58039077460003 40.21994457600001 42.133814420300006 -0.069554999999999992 24.142338514450003 212.51885705880002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 20 -7 8 11 -9 15 12 13 14 19 -11 -17 18 -14 -8 22 -22 25 -24 -23 26 27 28 -1 -30
right_child=1 -3 4 -5 -6 6 7 9 -10 10 -12 -13 17 -15 -16 16 -18 -19 -20 -21 21 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.010538118714234108 0.018506207847010892 -0.070432179227227817 0.0037780783833806079 -0.076167922804106586 0.080535997282250152 0.064995325473800367 0.010186885926528867 0.077959308278669412 0.095134188163385744 0.038410995200556172 -0.090974329093250775 -0.092046896278958151 -0.046984430055235574 0.055339825911732025 0.07728815714269742 0.028920962759243819 -0.081752029886005204 -0.085725855409297891 0.094000555322904689 -0.083695988727400361 0.028022545016277794 -0.028373720349774201 -0.015520450102634387 0.064945010632662156 -0.11131225750127703 0.0027388012996453887 -0.080303536283988008 -0.10043845111074279 -0.091988710988686953 0.00400239415760212
leaf_weight=2.7520581829235198 0.53523972324910551 0.45845061987802083 0.27471933283959515 0.41374124954018043 0.29040366096887738 0.9488211660932383 0.24873476474385714 0.67604784620925817 0.220553677441785 1.9476702613883397 0.32840166739333643 0.41900951515708573 0.26700442421679305 1.0448470434057524 0.34837268269620825 0.51853270189167222 0.40786397898591531 0.70511412885525715 0.1371551975607872 0.84035388463337313 0.95054110298133609 0.43736328233353539 0.55359232561840954 1.0735877676925154 0.63414885829843115 15.628204854600879 0.50610490553663101 0.26650377326223562 0.76585156401233723 1.5276453182063958
leaf_count=197 27 49 22 34 26 65 65 19 11 104 37 10 133 31 14 32 45 129 5 121 33 21 25 36 23 1176 40 23 81 266
internal_value=-0.000122336 -0.0149412 0.00186071 -0.0227703 0.0432222 0.000733523 0.0088561 0.00228788 -0.0143552 0.0204441 0.00830253 -0.0203763 -0.0120149 0.00682684 -0.0284358 0.0196463 -0.019805 -0.0541786 0.000860091 -0.0622543 -0.0021984 -0.0278734 5.16406e-05 0.0375694 -0.0774589 -0.00279491 -0.017659 -0.0116906 -0.00700298 -0.0280513
internal_weight=36.1266 1.97255 1.5141 0.948981 0.565123 34.1541 9.05848 8.10966 4.23115 3.87852 3.20247 4.01059 3.59158 2.48231 1.43746 2.87407 0.926397 1.10927 0.40416 1.08909 25.0956 2.02205 23.0735 1.62718 1.07151 21.4464 5.81816 5.31206 5.04556 2.2935
internal_count=2900 158 109 61 48 2742 821 756 519 237 218 508 498 231 200 181 77 267 138 186 1921 77 1844 61 44 1783 607 567 544 347
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=5 7 17 5 22 2 22 3 9 0 21 23 5 22 15 13 21 15 17 18 9 9 9 22 23 15 21 15 0 13
split_gain=0.0513789 0.104343 0.147952 0.163337 0.152656 0.110086 0.110234 0.15077 0.127641 0.105278 0.104844 0.112334 0.0970722 0.189833 0.195952 0.129748 0.0968889 0.0930245 0.0879542 0.200168 0.167686 0.250237 0.166653 0.199574 0.238728 0.236981 0.197627 0.208291 0.210165 0.150525
threshold=23.721757872050002 24.373474566200006 199.01194954300004 25.556820288350004 -0.026349999999999998 317.41815758785003 -0.081169999999999992 108.42013948475001 228.32597408415003 67.04476885710001 1.8462237188500004 -0.24637000000000001 22.963361893800002 -0.068524999999999989 42.80317728375001 117.56358558635002 2.2747687716500002 42.133814420300006 203.93111730270002 14.140199600350002 215.80505313260002 219.38617924735004 208.47660979520001 0.13860000000000003 0.090720000000000023 24.673905035600004 1.0085888034000001 36.869704283850005 96.249489528150022 107.24528328170003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 10 6 7 -5 9 -8 -2 -12 17 14 -14 -15 -9 18 20 -20 -1 -22 26 24 25 -24 -21 28 -28 -30
right_child=1 -3 -4 5 -6 -7 8 16 -10 -11 11 -13 13 15 -16 -17 -18 -19 19 22 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0010400744571434776 -0.010106801148950299 -0.091761814610236997 0.03558363405739387 0.040829766202917887 0.013797614919509911 -0.088807163612096285 0.08730584508330537 0.057962068973653393 0.10059535708323578 -0.10206468107540474 0.0085654002664069303 -0.10317225757787518 0.038861952556775686 0.016360196727792396 -0.040147553465553758 0.088298466505825554 -0.10388970120401304 -0.04031933924646551 -0.10749732936169398 0.059632320292603846 0.073192060206766565 -0.034404554679169294 -0.10614640383671808 0.050652552924031292 -0.090739145013557385 0.0076697428259431006 -0.068307698229586877 0.096170805389900901 -0.0074779742947545889 0.10222133825673302
leaf_weight=23.407500814378309 0.25224280783731956 0.15472985178348597 0.64012754123905313 0.97743269159946111 0.33221577175936567 0.11832920335109509 0.034327414912694754 0.051541663062380394 0.050400478765368462 0.20275069508943488 0.10675431245181244 0.57235614282581082 0.57006103295134403 0.48491256828856311 0.69855103406007402 0.51911725704849232 0.13096951962324965 0.57185049663530563 0.21070452546700735 0.60992905233592898 0.74367813092339818 0.30471523118740151 0.22615049390879016 0.2779182873036915 0.61847639456027526 0.95741290924343048 0.54664465222595005 0.17606691189575929 0.81941913362970809 0.14761734753847122
leaf_count=1547 27 15 32 127 32 35 3 22 3 119 10 98 37 23 27 23 49 37 10 78 36 56 62 20 90 67 39 7 165 4
internal_value=-0.000131819 -0.0114146 -0.00783125 -0.0176538 -0.0444 0.00393057 0.011512 0.0252507 -0.043922 -0.074645 -0.0651592 -0.0856074 0.00115039 0.0210676 -0.004644 0.0535547 -0.0581823 -0.000377885 0.000408466 -0.012293 0.00279251 0.0419191 -0.00771268 -0.028224 -0.0403887 -0.0140778 0.0108389 -0.00677349 -0.0187477 0.00926754
internal_weight=35.5149 3.62418 3.46945 2.82932 1.26357 1.56575 1.44742 1.15994 0.287479 0.237078 0.931353 0.67911 31.8907 2.27264 1.26861 1.00403 0.182511 29.6181 29.0462 4.59034 24.4559 1.04839 4.37964 2.07996 1.80204 1.18356 2.29968 1.68975 1.51368 0.967036
internal_count=2900 572 557 525 167 358 323 198 125 122 135 108 2328 110 64 46 71 2218 2181 542 1639 92 532 239 219 129 293 215 208 169
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=5 0 5 5 13 8 20 20 16 15 21 9 22 16 22 22 22 20 18 0 16 10 8 5 21 3 20 22 5 22
split_gain=0.0447652 0.271882 0.288919 0.223681 0.212949 0.165969 0.375392 0.255243 0.475587 0.303059 0.247136 0.212072 0.208723 0.380794 0.173172 0.478463 0.390785 0.265287 0.246442 0.220262 0.27668 0.392922 0.448875 0.259783 0.244438 0.327577 0.248007 0.202244 0.196355 0.183275
threshold=20.717225865800003 91.625341543800019 21.042547594650003 20.569643378550001 117.30011668960002 8.543332867800002 43.740100730350001 40.621691032550004 20.784951395750003 40.128253618400009 13.296557277800002 215.80505313260002 -0.037524999999999996 22.594947163200004 -0.058529999999999992 -0.036264999999999999 -0.065399999999999986 41.495754733000005 14.2124820928 87.393708446500014 22.584947186600004 62.030794443850006 8.2435668022500028 21.623222698850004 2.3484969739000006 93.356708579850007 43.633733172900008 -0.019444999999999997 22.852794041600003 0.18145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 -2 7 10 8 -4 -10 11 -7 13 -11 16 -16 18 -17 19 20 23 22 -22 -9 -25 -26 -27 -19 -24 -29
right_child=1 -3 5 -5 -6 6 -8 14 9 12 -12 -13 -14 -15 15 17 -18 27 -20 -21 21 -23 28 24 25 26 -28 29 -30 -31
leaf_value=0.00149350496783326 0.0020234483159051364 -0.070558586482743588 -0.082437295494367568 0.069025802930799088 -0.07056730569867399 -0.04688725266452784 0.082301748211287717 0.081672995249103209 0.10174208251052014 0.072419981325296631 0.031188376615672472 0.01221936374940716 0.076553976343323185 -0.059343308034708803 -0.11074991604781639 0.054335665016831285 0.09261443051611172 -0.10802285666779088 0.076695455808828569 -0.066897187274362169 0.081620402173033235 -0.07481609167593703 -0.068825307363476446 0.088537085537531424 -0.10814934042450702 0.076320393044509507 -0.024019128947706581 0.020075537496412863 0.018208690333648369 -0.10925820169829246
leaf_weight=17.088529355011023 0.68410130377743061 0.58797467332624265 0.29188684631935702 0.50495673502155014 0.98743473179638386 2.6160763241641685 0.37731369880930277 0.64518507909088052 0.81751745380461249 0.37945278058759879 0.7232931691869452 0.79044303910268343 0.50583608681336012 0.51976901991292834 0.48497771726397365 0.61245940360640527 0.51928002759814251 0.24596464334536006 0.4092587420491326 0.50152011979662336 0.5548086084891114 0.86257376514549822 0.5756217287853358 0.29779872969083943 0.27834262480610039 0.3959475189749353 0.65190071933102445 0.60525369998003942 0.47158212150679901 0.13378553389338776
leaf_count=1756 25 94 128 22 28 163 12 15 22 10 30 61 22 30 18 25 13 24 17 24 17 41 16 12 11 29 93 103 30 9
internal_value=-0.000131671 -0.00370856 -0.00138816 0.00343177 -0.0408584 0.00293308 -0.0131769 0.00968074 0.0375716 0.0533322 -0.0219002 -0.0331723 0.0251655 -0.00374196 0.0011762 -0.0237553 0.00959929 0.00265559 0.00196216 -0.00387998 0.0027964 -0.0204015 0.00889709 0.027992 0.00666534 -0.0117191 0.0138959 -0.0294782 -0.0296317 -0.00333727
internal_weight=35.1208 17.5274 16.9394 17.5935 1.67154 15.2678 4.50713 10.7607 2.51446 2.22258 4.12981 3.40652 1.40506 0.899222 8.24626 2.08244 6.16382 1.59746 5.64454 5.23528 4.73376 2.46459 1.60201 2.26917 1.62399 1.32619 1.04785 0.985004 1.0472 0.739039
internal_count=2900 1122 1028 1778 53 975 266 709 212 84 254 224 62 40 497 179 318 161 305 288 264 104 63 160 145 133 122 136 46 112
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=15 21 16 16 17 12 7 19 16 2 4 16 17 6 20 4 20 7 9 16 6 16 12 9 9 9 10 22 19 0
split_gain=0.042419 0.163785 0.0583926 0.118939 0.116414 0.110303 0.100933 0.0704329 0.271495 0.245699 0.218014 0.259829 0.211716 0.23769 0.208107 0.175377 0.161019 0.16089 0.152414 0.132129 0.23022 0.131838 0.164262 0.148002 0.202318 0.124631 0.105841 0.124409 0.103762 0.0987461
threshold=11.896459116400001 17.123843457500005 9.6249774926000011 11.934972090850001 177.48499193625003 255.91119495340004 26.367140210550001 12.851036860900001 16.514961380800003 187.77144079505004 241.03469907380003 17.984957943350004 187.59608338195002 14.055328400500002 38.386256906100009 144.53986173305 38.386256906100009 26.520549809950001 210.70699256735003 15.474963812800002 14.475338213950002 14.614965823850001 191.59589549940003 211.28556348310002 201.97224908750002 203.31429194770001 72.953999827850012 -0.22573999999999997 11.850956171350001 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 -1 6 4 5 -4 -2 9 -9 10 11 12 15 18 -11 -5 -17 26 -14 28 -21 23 -23 24 -12 -19 27 -16 -18 -10
right_child=2 -3 3 7 -6 -7 -8 8 29 14 21 -13 13 -15 17 16 19 25 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10159349118229458 -0.047534944937287806 0.025629591959559429 -0.066467714939262706 0.070663822961994416 -0.10145718515489993 0.091864545782517404 0.076518998310048048 -0.072818671289890044 0.002228238046355524 -0.06377569670115317 -0.050337797268261535 0.1026376467817559 0.026094984649871113 0.093558088904221418 0.061767376612966107 0.027326677483724679 -0.031481044951167964 -0.08785263579020719 -0.076337928142703404 0.074746305202483043 -0.10220094447335655 -0.10814825999518299 -0.0065800938917707765 -0.070680662603037361 0.099523497932790028 0.038000701048788776 0.074213841565974534 -0.051480977678453589 -0.11000284404435223 -0.015095772257489835
leaf_weight=0.18540268883657418 0.090611929819714443 0.22278577499673702 0.095176392243046304 0.17325665242969979 0.22705105768386602 0.081827848451212049 0.23747182796660127 0.52643412804627843 22.601823932802748 0.18518946064568842 0.15930747709080584 0.27886708009464189 0.55948592298955169 0.41688940394669771 0.23524142873066012 0.30463571608561313 0.27645668358582021 0.1415170058608054 0.19619899248937145 0.17364958074176684 0.12752754945086053 0.41444297362249927 0.25857234231807524 0.21123598369740648 0.20732413361838553 0.1772268476888712 1.2390178720506808 0.16507345974787302 0.43011888187902514 3.8507731513745957
leaf_count=281 36 22 77 4 152 9 39 98 1103 53 73 9 62 10 21 68 40 40 22 11 48 46 21 18 9 22 100 47 22 337
internal_value=-0.000111104 -0.0321562 0.000273136 -0.000135423 -0.0540645 0.00672821 0.0422571 0.00051874 -0.00170882 0.010011 -0.00408173 0.0108081 0.00117453 0.032941 0.0375483 -0.0238977 -0.0363814 0.0471312 -0.000499743 -0.0556399 -0.000178538 -0.0390433 -0.0691258 -0.0040076 0.0344063 -0.0178761 0.0597709 0.0150684 -0.0792802 -0.000293663
internal_weight=34.4506 0.408188 34.0424 33.7143 0.404055 0.177004 0.328084 33.3103 26.979 6.33124 4.18797 2.93709 2.65822 1.17257 2.14327 1.48565 1.31239 1.95808 0.755685 1.00775 0.301177 1.25088 0.673015 0.577868 0.366632 0.318744 1.63933 0.400315 0.706576 26.4526
internal_count=2900 303 2597 2522 238 86 75 2284 1538 746 463 296 287 94 283 193 189 230 84 121 59 167 67 100 82 62 168 68 62 1440
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=0 5 5 2 5 4 2 17 21 5 2 21 6 20 22 6 6 18 22 5 20 6 23 20 13 16 15 9 6 10
split_gain=0.0442291 0.198012 0.192624 0.174317 0.436206 0.198376 0.279499 0.233764 0.232899 0.227799 0.208174 0.194036 0.245057 0.202347 0.171896 0.169801 0.539501 0.478825 0.283569 0.236679 0.325984 0.168455 0.159232 0.148152 0.140465 0.164124 0.213699 0.137766 0.112151 0.23227
threshold=86.530713386650021 20.361635946650004 21.005083245250002 103.98563613345001 21.746930049350002 248.34582299520005 187.03662689815005 187.45953903175004 3.3559787654000002 22.782602051550004 317.41815758785003 5.7587983756000005 16.515385879350003 42.448133449100006 -0.074434999999999987 16.455384477450004 16.285380505300001 13.809421053700001 -0.094344999999999998 22.334016245700003 40.823855932350007 16.495385412050002 0.10045500000000003 48.008184682100008 117.62810858150002 22.654947022900004 42.385947950200006 200.94207221650004 16.515385879350003 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 -1 -3 11 -5 7 8 9 -7 -6 28 12 -4 -13 27 16 24 -18 -19 20 -17 -9 23 -11 25 26 -2 -14 -8 -30
right_child=15 2 3 4 5 6 10 21 -10 22 -12 13 14 -15 -16 19 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.053073474719904451 0.00024289627906786071 -0.050935439491390511 -0.10682825267908394 -0.08347722502725223 -0.10726746201185972 0.021196719145691403 0.018733623806489727 0.010877149904205652 -0.10429803823800765 -0.079849284860764258 -0.10383241629480607 0.078194128125885692 0.092028944350926817 0.0038560952447958645 -0.05461891053368656 -0.0057094056346567333 0.092672695516201137 0.059807379636038806 -0.029431158376201739 0.02885432902747407 -0.10703716120421672 0.078278570056806107 0.045740299671326007 0.051786095091227669 -0.082787208251691974 0.050814960281835644 -0.055575408209471128 -0.0068696472185994497 0.0099862290355625105 -0.10399494176899685
leaf_weight=0.5503061118270115 17.136724155767315 0.96878545335493882 0.22514321250855418 0.76646337993861369 0.22453191966269537 0.19914286227140143 1.6794375264198613 0.7673222504527073 0.5745118363192887 0.28284819955661078 0.19317033944753337 0.75049663219397167 0.27971554626128636 0.7150162461985019 0.27162015641579274 0.7241547368466843 1.2306213639676564 0.61360655352473259 0.84845641255378701 0.53741794824600209 0.56538217299384996 0.71756494382862002 0.46375014542718418 0.12254089955240488 0.20851930603384872 0.60864423611201246 0.71447751489176781 0.28371881635393947 0.56135951324358746 0.26233112069166964
leaf_count=22 1828 32 24 28 12 23 129 31 50 157 46 25 25 27 37 26 26 22 29 20 28 21 18 5 5 27 46 19 74 38
internal_value=-0.000105487 -0.0053721 -0.00849184 -0.00408973 -0.0124062 -0.00340016 -0.0190118 0.0176083 -0.071995 -0.0174753 -0.00380916 0.0183502 -0.0142373 0.041925 0.0107266 0.00236105 0.00486365 0.0467088 0.00802096 -0.0268997 -0.0501354 0.0434486 0.00572148 -0.0400586 -0.00117201 -0.000250094 -0.00199118 0.0422283 0.00390979 -0.0263148
internal_weight=34.0478 10.8598 10.3095 9.34069 6.81497 6.04851 3.46995 2.57856 0.773655 1.09367 2.6963 2.52571 1.0602 1.46551 0.835055 23.188 21.361 2.69268 1.46206 1.82695 1.28954 1.48489 0.869139 0.405389 18.6684 18.4598 17.8512 0.563434 2.50313 0.823691
internal_count=2900 843 821 789 632 604 360 244 73 192 287 157 105 52 81 2057 1983 77 51 74 54 52 180 162 1906 1901 1874 44 241 112
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=17 17 23 17 2 22 2 2 17 9 22 21 8 18 0 10 20 16 12 10 13 9 9 21 6 3 0 18 22 5
split_gain=0.0441221 0.0827217 0.0913303 0.0780371 0.0969023 0.306031 0.0754432 0.13593 0.103689 0.137404 0.126437 0.181114 0.156504 0.081914 0.252167 0.137101 0.193621 0.160906 0.151413 0.134596 0.439239 0.250893 0.218335 0.206433 0.235332 0.163796 0.357074 0.283013 0.195919 0.156747
threshold=242.64190980425005 220.68978861510001 0.077895000000000006 217.44035869100003 357.36576196840008 -0.040019999999999993 339.55821382900007 325.75432260090003 206.58076374065004 219.79476616820003 0.06041500000000001 10.906115243900002 8.543332867800002 15.312071772700003 97.835679825150024 78.220689305400015 41.028010303750008 14.184966829400002 176.04981466085005 71.090898343450007 107.97116697695002 206.08249486475003 201.2906445504 2.0547139412000006 13.990326881750002 84.968719212850019 94.047642319350018 14.371157440600003 -0.13978499999999996 17.501078540900004
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 10 11 12 -10 19 -15 16 -16 18 -17 25 21 22 23 29 -25 -1 27 -27 -28 -21
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11 -12 -13 -14 14 15 17 -18 -19 -20 20 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.041321180232541943 0.039213350611384895 0.033994839879728102 -0.059200951839657449 0.046979188460436166 -0.1056111986070262 0.07123108294304456 0.045589159617311414 -0.072125325906403859 -0.10071720465794992 0.03698064118813179 0.013223335618726559 0.033316283202064222 0.000743337435617886 0.059538545689250856 -0.095952376904111528 -0.080852873739763562 0.013755861368930804 0.046088502513233147 0.0078461083903318771 -0.016042305006524364 -0.10252816264654757 -0.075734972119547495 0.069065433556016617 -0.0021748477458805814 -0.10999446335620942 -0.00045623988646884022 0.0062327250219650666 0.041919739779064186 -0.10585553346160836 0.080837616510630039
leaf_weight=1.03637543156585 0.28300687978844408 0.13696037218869506 0.45278462653459428 0.35323005303643995 0.29442394173975117 0.1465738985743873 0.36465037609104811 0.26028474255144729 0.61832687832793343 0.3047540006255075 0.36436706286804099 0.18688767043931875 0.20159812970086932 0.96969605563208405 0.31687442168185986 0.24797537371728118 0.32675525764352642 0.83673477024422016 0.85954706028530836 0.31398468264887947 0.53127061409759324 0.39219007937572303 0.50001797080039967 0.61835850296483841 0.30096211447380483 19.491863905861017 0.23172679856361356 1.7146814838197304 0.47680136155986375 0.35676929547116742
leaf_count=75 55 25 107 33 55 22 57 54 109 24 45 22 10 51 34 172 20 73 269 39 65 44 19 151 9 1119 15 66 43 18
internal_value=-0.000104241 -0.000439321 -0.0375575 0.000231795 -0.000279993 -0.0468344 0.00036514 -0.000159068 0.000441336 -0.023755 -0.0372539 -0.0555216 -0.0757707 0.00181491 0.0160454 -0.000251798 -0.0402562 0.0129913 -0.0120137 -0.00013487 -0.0200044 -0.00234228 0.0114293 -0.00669507 -0.0374722 0.00247403 0.000636925 0.00297012 -0.0691966 0.0354874
internal_weight=33.4904 33.2074 0.589745 32.6177 32.2645 0.440998 31.8235 31.4588 31.1985 1.67593 1.37118 1.00681 0.819925 29.5226 3.55758 2.58789 0.64363 1.94426 1.10752 25.965 3.01355 2.48228 2.09009 1.59007 0.919321 22.9514 21.9151 21.2065 0.708528 0.670754
internal_count=2900 2845 132 2713 2680 77 2603 2546 2492 210 186 141 119 2282 619 568 54 514 441 1663 345 280 236 217 160 1318 1243 1185 58 57
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=22 23 4 17 23 17 7 0 22 21 23 13 20 15 12 20 22 23 19 22 16 20 10 20 17 22 5 15 0 0
split_gain=0.0438534 0.147203 0.196116 0.194058 0.179056 0.127964 0.126212 0.203008 0.111448 0.163896 0.37705 0.206537 0.295301 0.162795 0.12509 0.113517 0.166901 0.120784 0.178873 0.126394 0.111798 0.203293 0.151677 0.198638 0.287987 0.194232 0.335899 0.430724 0.306449 0.344963
threshold=-0.25167499999999993 0.088105000000000017 215.80501386120002 188.31851043910004 0.092425000000000021 199.55131508320002 25.308871412700004 97.835679825150024 -0.11600999999999999 8.5501791199000028 0.093295000000000031 117.43991651235002 44.269496632500008 22.332985174250002 157.43006017245003 40.21994457600001 -0.12835499999999997 0.079785000000000009 13.451085274650001 -0.13324 12.644970430600003 43.45354240915001 80.288113607700012 42.178283198950005 188.31851043910004 -0.067574999999999996 21.495293572000005 37.128521979500007 86.20003303655001 85.447264760050004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 9 13 11 12 -11 14 -2 16 -15 18 -17 -19 21 -10 23 -22 -25 26 27 -26 29 -28
right_child=8 3 5 4 6 -7 7 -9 20 10 -12 -13 -14 15 -16 17 -18 19 -20 -21 22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.026843035989502436 -0.10405173357026601 0.040396987791757245 -0.1094572298398948 0.051862076921175337 -0.068877782765207729 -0.01987342900151963 0.09591058124949646 -0.073538098178246622 -0.10162193912729299 0.084106449216557924 -0.094675147796537462 -0.079237058301087168 -0.0087206894092782695 -0.033195045722238352 0.0033486428452211103 0.05523065436904883 0.051338770338470119 0.082994550493752428 -0.077325731523637781 0.027767991539455958 0.0032045583541661631 0.019903825228780682 0.036199140870511945 -0.059220130154801487 0.0060114030221789334 -0.034533895022986143 0.080154969978556409 -0.10749084052987484 0.070644708463990694 -0.080178555799205159
leaf_weight=0.27346267281245618 0.1376901641187972 0.83281310513984852 0.40008749610069572 0.25059571224301158 0.62122524727601558 0.26510823274793438 0.14228376862592995 0.14053825966038858 0.30252414700146602 0.5421174047769457 0.41180343488667848 0.21620506283215934 0.93163606728739978 0.49503910493876901 0.51058909477956149 0.24599638547806568 0.44218315155012566 1.0059589275624605 0.17366651076736161 0.70472197717754115 16.309182820938084 0.25258074666180619 1.0516898613543606 1.3192233911040592 1.2742074605484957 1.6813822759431789 0.21506316287195648 0.45327777438797046 1.0799300917715298 0.35685361037030816
leaf_count=36 52 71 83 21 43 72 5 44 240 37 29 17 226 84 166 27 16 30 25 29 809 106 123 178 76 150 17 18 31 39
internal_value=-0.000122762 -0.0118102 -0.044447 0.00360387 -0.022934 -0.0737544 -0.043667 0.0117091 0.0010129 0.0134452 -0.00887253 0.0120356 0.0254256 0.0260685 -0.0194625 0.0356908 0.00668816 0.0484501 0.000375662 0.0602437 -0.00196398 -0.046326 -0.000926715 -0.00264758 -0.0176075 -0.00675999 0.00705888 -0.0237706 0.0393001 -0.0198869
internal_weight=33.0396 2.92611 0.938658 1.98746 1.15464 0.665196 0.904047 0.282822 30.1135 5.81761 2.10176 1.68996 1.47375 3.71585 0.648279 3.06757 0.937222 2.13034 0.419663 1.71068 24.2959 0.555105 23.7408 22.6891 6.37994 5.06071 3.37933 1.72749 1.65185 0.571917
internal_count=2900 375 191 184 113 155 92 49 2525 738 309 280 263 429 218 211 100 111 52 59 1787 346 1441 1318 509 331 181 94 87 56
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=19 13 5 5 5 13 4 6 5 21 20 18 7 18 23 16 3 23 9 7 18 18 5 15 18 16 20 19 6 6
split_gain=0.0448062 0.0924774 0.0626275 0.133938 0.13027 0.298707 0.113648 0.15034 0.154154 0.14626 0.138552 0.108925 0.198555 0.0836951 0.161516 0.146927 0.322604 0.142377 0.185378 0.176563 0.296616 0.219242 0.203144 0.367045 0.181131 0.342473 0.385951 0.351468 0.313183 0.350937
threshold=14.651182102100002 117.60660091645001 23.721757872050002 23.524801812050004 24.301614351200005 117.67112391160002 433.86108355775008 16.505385645700006 26.907574285750005 11.790993765850002 40.305698932850007 11.955585097900002 21.725272673150005 12.903279561150002 0.11308000000000003 22.634947069650003 93.547589107050015 0.10500500000000003 190.24759545780003 22.969987962250006 13.340835220050002 13.482409244300003 22.963361893800002 41.018034898650008 13.5308213324 22.604947139800004 41.811877919650009 14.451165964200003 16.435384010100005 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=2 -2 3 13 5 -4 7 10 -9 11 -6 -10 -13 15 17 16 -1 19 -19 22 -21 -22 23 -15 -23 27 -27 28 29 -26
right_child=1 -3 4 -5 6 -7 -8 8 9 -11 -12 12 -14 14 -16 -17 -18 18 -20 20 21 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.051643870201590364 0.041042834328576507 -0.015885221788708291 -0.096475112436459592 0.054468522689653867 -0.057194319571373602 0.049500705371868403 -0.10226696280593411 -0.072805356464141158 0.06844864802498668 -0.10348509017362857 0.044967462480639153 -0.085872084336207258 0.073421316097890738 0.017406878427220888 0.024961140659294882 -0.053182193638634578 0.075307749197455184 0.029123955768881972 -0.04920721773846741 -0.0642342734725736 0.046386581135907226 -0.076338399417851865 0.080168105909837514 -0.094972653563478629 -0.0053130347722493672 0.09963172425737965 -0.011125720342333372 -0.074755825476474053 -0.072112343077924121 0.053975432818486484
leaf_weight=0.42935547700836696 0.73179558682022505 0.46774334816836927 0.47463937908832976 0.45396022237400657 0.15658279015770016 0.1989316346734995 0.11023542978182366 0.40515381002569462 0.28521723607218519 0.10661411120963749 0.87219626586193044 0.18003506010063575 0.13840773134143092 4.6658030426979265 2.5528788212828877 0.78963238868163899 0.37498893888914608 0.40023842225627859 1.2324979304148653 0.79171022053924645 0.90113433543592592 0.34198932722210784 0.45564510735857755 0.3099387353286146 10.98344586305006 0.66324290120974072 0.5985528648016043 0.73240027914289463 0.63244412787025872 1.0981861078180362
leaf_count=22 30 31 58 32 21 13 31 96 96 34 110 71 16 327 166 34 27 28 80 25 22 6 31 10 1335 28 26 33 28 33
internal_value=-0.000122727 0.0188445 -0.00084879 0.000586455 -0.0147738 -0.0533628 -0.00324433 0.00184651 -0.0235833 0.00449384 0.0294182 0.0235643 -0.0166369 -0.000288563 0.00105697 -0.0225401 0.00754154 -0.0015063 -0.0300056 0.000592139 -0.00449016 -0.0015249 0.0162591 0.0104068 -0.0043936 -0.00272077 0.0470922 -0.00739514 -0.0035148 7.61189e-05
internal_weight=32.5356 1.19954 31.3361 28.408 2.92801 0.673571 2.25444 2.14421 1.11543 0.710274 1.02878 0.60366 0.318443 27.9541 26.3601 1.59398 0.804344 23.8072 1.63274 22.1745 16.7431 15.9514 5.43139 4.97574 15.0503 14.7083 1.2618 13.4465 12.7141 12.0816
internal_count=2900 61 2839 2293 546 71 475 444 313 217 131 183 87 2261 2178 83 49 2012 108 1904 1536 1511 368 337 1489 1483 54 1429 1396 1368
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=17 17 22 22 21 8 4 23 21 9 6 14 23 21 2 5 12 8 10 15 19 20 3 17 20 5 12 20 10 17
split_gain=0.0397486 0.266375 0.252714 0.159836 0.163857 0.189494 0.148838 0.141819 0.133683 0.162753 0.187494 0.134588 0.198293 0.27546 0.160959 0.118686 0.110273 0.125647 0.162084 0.160876 0.0973695 0.0917001 0.395839 0.223773 0.207622 0.151293 0.134636 0.113253 0.104245 0.145319
threshold=181.49225329600003 183.58889821140002 -0.15895000000000001 -0.24103499999999997 0.89219292875000011 8.1436447804000007 169.78633280640003 0.091705000000000023 5.8597508135000007 203.09362050815002 11.175261108200003 180.00312032845002 -0.17732499999999998 6.5365111340500013 185.83358638795002 23.524801812050004 78.909246879600019 8.8430989333000021 62.55235532115001 32.188927121800006 14.251149826300002 36.625813070500008 85.898925725950008 199.41622983390002 37.020641110850008 17.239531617500003 131.64402048350004 37.360990606650006 72.496961945650014 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=3 2 -2 7 5 6 -5 -1 9 10 -6 -10 14 -14 -13 -12 -3 21 -19 -20 -4 22 23 -18 -23 28 -24 -26 -25 -30
right_child=1 16 20 4 8 -7 -8 -9 11 -11 15 12 13 -15 -16 -17 17 18 19 -21 -22 24 26 25 27 -27 -28 -29 29 -31
leaf_value=-0.083033986442119054 0.03340986416899553 -0.058463894124838434 -0.095623959511115408 -0.10344349500067151 0.077751096133951536 0.10148715001290382 0.037294548398988506 0.014652699293969474 0.068585503369365433 0.067736982837854606 -0.085495691535961565 -0.065297679575627918 0.092146703213953796 -0.10212616578793753 0.064137169003474825 0.010032902009988893 -0.10464459087990577 -0.090980954254108348 -0.056390841222607416 0.032727805867151426 -0.022450302374220073 -0.052229639071820072 0.087174015108581138 0.10248130535914797 0.056055931027030638 -0.060192461816097644 0.023820459426584312 0.0016634434724793782 0.10224001047698912 -0.10110541857378728
leaf_weight=0.32458831319581838 0.28735392334783683 0.31246239645406859 0.63029440172477069 0.092270632685539922 0.11133554807565849 0.4361162232235074 0.40482353200172838 0.27412625255556122 0.45166463718487626 0.15938301960591161 0.52776144872768782 0.11980478056830257 0.097584128006928172 0.28953286116529853 0.48506745822851371 0.17258796137912213 0.28238947821751681 0.32428593565964436 0.36877168128557969 0.44941953313536942 0.25559259171131998 0.71237131025918898 0.67691952968016245 0.17071004956960678 0.38951430622637673 0.20847848015546333 0.66496338434262725 22.208933867482301 0.061897404491901398 0.081311372250070235
leaf_count=135 26 20 57 31 30 13 138 34 26 37 35 35 13 138 58 57 82 44 25 21 13 36 19 3 34 23 31 1598 1 87
internal_value=-0.00011597 -0.00143647 -0.0480796 0.00928116 0.0177915 0.0533782 0.0111707 -0.0383074 0.00403836 -0.0246504 -0.0427916 0.0233357 0.00273295 -0.053154 0.0385005 -0.0619545 0.000596924 0.0012907 -0.0311522 -0.00743937 -0.0745122 0.00274666 0.0225242 -0.0329248 0.000925364 0.00584445 0.0557795 0.00260097 0.0497006 -0.0132159
internal_weight=32.0323 28.0857 1.17324 3.94665 3.34793 0.93321 0.497094 0.598715 2.41472 0.971068 0.811685 1.44365 0.991989 0.387117 0.604872 0.700349 26.9124 26.6 1.14248 0.818191 0.885887 25.4575 2.14667 0.804787 23.3108 0.522397 1.34188 22.5984 0.313919 0.143209
internal_count=2900 2120 96 780 611 182 169 169 429 159 122 270 244 151 93 92 2024 2004 90 46 70 1914 246 196 1668 114 50 1632 91 88
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=6 6 22 21 10 0 19 12 22 23 10 15 13 13 13 23 22 2 20 13 22 15 15 16 20 6 12 9 16 4
split_gain=0.0407264 0.389822 0.123613 0.177613 0.119585 0.130578 0.206175 0.109586 0.109355 0.160204 0.105579 0.111924 0.262605 0.191478 0.175659 0.146256 0.125858 0.250335 0.281239 0.294758 0.254509 0.21158 0.270698 0.235149 0.319153 0.226338 0.214671 0.191035 0.158573 0.150962
threshold=13.665319288000001 13.775321858200002 -0.5169149999999999 5.2269517379000012 78.220689305400015 97.671683879200017 13.351077205700003 375.91084679895005 -0.58180999999999994 0.090225000000000014 76.763544998700013 24.200063469100005 104.51649827935002 104.12129493415001 106.00321562545001 -0.5582649999999999 -0.11600999999999999 122.26439358135001 39.646013290900008 117.38883580790001 -0.14869999999999997 27.008040895250005 28.452330424200003 18.684956306450005 39.420767558750008 14.855347092800002 88.918697887850016 195.39349636155001 18.804956025800003 158.04546874885003
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -6 -1 -10 11 12 -4 -13 -14 -16 17 27 -19 -20 -21 -18 25 24 -24 -23 -25 -15 -28 -30
right_child=1 2 10 -5 7 6 -8 -9 9 -11 -12 13 14 16 15 -17 21 18 19 20 -22 22 23 26 -26 -27 28 -29 29 -31
leaf_value=0.07289015634959449 0.07765635557005178 -0.065087792153620372 -0.087367309574510069 0.024257750580268141 0.0091653888269712849 -0.083321210269541535 0.022913532624569348 -0.083826685879846499 0.0022969962574425156 -0.085467931223045301 0.054799036355494157 0.083163134025294308 0.05736093226797262 0.071489045779817975 0.051239380248280675 -0.085715744631418789 -0.058093051180874856 -0.079459615948230755 0.053056732529569717 0.016041195846859802 -0.091837046945792311 0.0065668509621596809 0.049476387424754416 -0.059918544415640831 -0.095206340917248666 0.093268279245742089 0.065819835140957975 0.0099317641204132428 0.048772381794476821 -0.002796881834274663
leaf_weight=0.15630193904507916 0.65556426678085955 0.66022784749657759 0.47523293426934532 0.33559791155857965 2.8965225287848857 0.66950417301268306 0.25123967087711208 0.1325231072310088 1.0121945371774952 0.26177321659633901 0.35892940984103816 0.28504537395201879 0.36321261990178755 1.0416712174337761 0.11521150518547074 0.24125965699795415 0.66825495543615687 0.43172249302369925 0.84575600476819068 0.52140724963101104 0.37668678749469098 0.68574192537926382 0.20643550257955467 0.60434942100618982 0.583151430115322 0.53679056173496065 0.36664114857785435 0.97697347501525644 0.59111975040286679 14.300238091287609
leaf_count=12 34 54 60 24 859 158 26 43 200 36 24 8 20 60 17 132 70 47 51 35 20 22 16 36 89 24 18 39 14 652
internal_value=-0.00011226 0.00151352 -0.000438505 -0.0349779 -0.00803777 -0.0249605 -0.0543334 0.00509691 -0.00605154 -0.0157368 0.00096105 0.000163094 -0.0296774 0.00171191 0.00841735 -0.0414518 0.000690786 0.0163344 -0.00719868 0.0106909 -0.0292061 -0.00284767 -0.000782265 -0.00411671 -0.0573794 0.0446358 -0.00146543 0.0416969 0.000849817 -0.000749815
internal_weight=31.6073 26.2272 25.5717 0.995826 5.38006 2.35101 0.920744 3.02905 1.43027 1.27397 24.5758 24.2169 1.19492 23.022 0.719684 0.356471 22.7369 4.19422 2.17557 1.74385 0.898094 18.5427 17.8745 16.6519 0.789587 1.22253 15.8623 2.01864 15.258 14.8914
internal_count=2900 1566 1532 78 1334 432 184 902 248 236 1454 1430 229 1201 169 149 1193 252 153 106 55 941 871 825 105 46 720 99 684 666
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=21 21 23 22 6 7 22 6 22 23 16 17 9 23 17 17 15 20 22 17 23 22 0 18 5 20 17 18 7 18
split_gain=0.0395774 0.118592 0.14605 0.287229 0.236147 0.202824 0.195847 0.246718 0.191586 0.349111 0.178807 0.173907 0.260612 0.142203 0.136512 0.149716 0.128508 0.12701 0.113673 0.113473 0.109454 0.104428 0.125887 0.148596 0.155293 0.0995741 0.0988025 0.117573 0.0833424 0.172321
threshold=2.9845679401500003 2.1194692063500002 0.083415000000000031 -0.092864999999999989 14.475338213950002 23.564264519350004 -0.088514999999999996 16.285380505300001 -0.071129999999999985 0.092425000000000021 22.604947139800004 189.46592532740002 197.89372115420002 0.088165000000000021 196.65693750130004 187.85189879645003 41.863529088250004 38.512991772500008 -0.15009499999999998 209.83020864525002 0.10371000000000001 -0.057185 86.692020874450009 14.322090334300002 13.264960807550002 39.945535567850008 168.45154159730004 12.885811969150001 22.806258769100005 13.197799034350002
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -1 7 -6 16 10 -10 18 -13 -14 15 -11 -5 -15 -4 -7 -16 22 -3 -24 -25 -8 27 -2 -28 -30
right_child=26 21 3 8 6 19 25 -9 9 14 -12 12 13 17 20 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=0.034826739354964185 -0.0042713244571001277 -0.052111466262310238 0.012019627950618004 -0.090374877605564452 -0.098144811936724821 -0.097345333556542568 0.032060598767615724 0.040056110686196113 -0.093181652653918881 0.034330550508796902 0.018192101793561163 -0.072253416387717526 0.083276957385238631 0.04450907300918619 0.0064906854713438532 -0.054808648066277492 -0.016717043869172558 -0.044114783991117991 0.092958271846967866 0.0025588359315399292 0.088372890395428602 0.059983339132987902 0.066874816477117613 0.068777741783075053 -0.046383089979554454 0.082630563945117488 0.0088314664079076691 -0.10316330846879643 -0.057083274509973352 -0.0032149192913539198
leaf_weight=0.32512485310508266 0.27842032793160143 0.25502617258644011 0.29897753511613701 0.66819002404849859 0.22201081473394912 0.35865221413439485 0.97630965305143014 0.30891344650444807 0.58711341017533625 0.36685953977246277 0.19106221600668505 0.37960510334380593 0.29606647690525278 0.31915088417918014 0.30112116556608726 0.38738671591659113 0.36692816649156157 0.3278061821765732 0.41350808298238861 0.16645582604542142 0.35655177408943928 0.64985432161847612 0.480532740592025 0.17202089023339795 0.36673769453773275 0.64767080759338569 5.6222959045289853 0.21158660744140434 0.619778535234217 14.190666241565166
leaf_count=43 144 27 42 69 31 130 38 69 74 34 12 46 16 31 21 26 21 23 30 39 21 52 18 26 27 26 423 115 45 1181
internal_value=-0.000109351 0.00500143 -0.000203767 -0.0102509 0.0173832 -0.0272445 0.0349914 -0.0177339 -0.0288129 -0.012057 -0.0658365 0.0191657 -0.00228956 0.0258737 0.0175834 -0.011452 -0.0642647 -0.000395681 0.0589943 -0.0656764 0.0508824 0.0273608 0.0107246 0.0264461 -0.00961325 0.0522288 -0.00259836 -0.0469732 -0.00153419 -0.00546917
internal_weight=31.1124 10.1896 8.26546 5.26033 3.00514 0.850233 2.1549 0.530924 3.22521 2.19009 0.778176 2.03511 1.32263 0.943024 1.41192 0.754246 1.03512 0.646957 0.712486 0.525108 0.657673 1.92417 1.27432 1.01929 0.538759 1.62398 20.9227 0.490007 20.4327 14.8104
internal_count=2900 992 842 466 376 212 164 100 278 188 86 188 116 70 102 60 90 54 72 169 42 150 98 71 53 64 1908 259 1649 1226
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=19 18 5 5 5 13 4 6 20 5 20 22 6 20 17 10 16 23 22 22 21 23 17 10 8 6 9 20 7 7
split_gain=0.0381854 0.0950688 0.0574483 0.115703 0.109036 0.308408 0.101006 0.120664 0.130465 0.162632 0.112256 0.109816 0.120153 0.0768811 0.0758732 0.355289 0.239634 0.186932 0.185672 0.171322 0.218805 0.333952 0.16842 0.155522 0.147507 0.157398 0.140907 0.136546 0.131181 0.164199
threshold=14.651182102100002 13.434779691800001 23.721757872050002 23.524801812050004 24.301614351200005 117.68187774410002 433.86108355775008 16.505385645700006 37.962710038050005 29.040033326300005 40.305698932850007 -0.23401999999999998 16.575387281250006 41.322103772800006 201.37020668845003 62.245871094250013 22.534947303500005 0.094625000000000029 -0.21094499999999999 -0.5169149999999999 7.1768279997000013 0.082975000000000021 200.96259924040001 64.654729579150015 7.943800736700001 11.765274893750002 194.29350362915002 38.238138001450004 25.762580120700004 26.153845577000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 14 5 -4 7 10 -9 -10 -6 -11 -13 -12 22 -16 17 19 -19 -17 21 24 -1 -22 25 -21 -20 -23 -25 -30
right_child=1 -3 4 -5 6 -7 -8 8 9 11 13 12 -14 -15 15 16 -18 18 26 20 23 27 -24 28 -26 -27 -28 -29 29 -31
leaf_value=0.0015746182021740551 0.054482214386159647 -0.0045821211327399481 -0.095342460068958051 0.051790666216577935 -0.054278921453350441 0.06228472287045822 -0.10199840827903726 0.045506280415677947 -0.09243947929977725 -0.10217044086989709 0.083893360382273838 -0.056637012067555552 0.067310311605913872 0.019112730903269037 -0.10411170966010104 -0.10307330504120656 0.049601452887326987 0.045863786376477228 0.026666048108692671 -0.051411215067500397 0.063867293938977041 -0.011599931825104435 0.082551973892799765 -0.087683346361867143 -0.064742393089578687 0.096137780710166099 -0.078533718657006313 0.062685693901759085 0.058608727665721283 -0.06750433114432107
leaf_weight=20.351686016927506 0.43750366721724165 0.72261934174457565 0.44695953703558133 0.43427214891562371 0.14678759872185798 0.17185162032546941 0.099582222725075442 0.21679795773070487 0.35321303396858639 0.085762566115590744 0.2742789835028816 0.11981391941662878 0.22523139992154029 0.55171071067707089 0.37779322528513049 0.15540241922280973 0.72726421291008581 0.18525962425064779 0.14934628475953082 0.13973480214622336 0.13813104853033997 0.30868094968536741 0.26012525897385685 0.45178728629252873 0.50060283963102847 0.14980741360341199 0.86337969637133938 1.2471821911840377 0.19016490364447236 0.22585883128158457
leaf_count=1563 28 33 59 32 21 12 31 82 126 22 14 12 71 96 19 69 33 38 27 62 6 33 19 51 41 9 96 95 14 86
internal_value=-0.000104369 0.0176921 -0.000803089 0.000592904 -0.0147301 -0.0515674 -0.00373479 0.00122332 -0.0231541 -0.0421401 0.0263035 -0.000900415 0.0242707 0.0406239 -0.000248576 -0.0103414 -0.00382049 -0.0120775 -0.0461819 -0.000428625 0.00433017 0.0210604 0.00259657 -0.0346872 -0.0318828 0.0249298 -0.06302 0.0479475 -0.0503743 -0.00985791
internal_weight=30.7086 1.16012 29.5485 26.8565 2.69199 0.618811 2.07318 1.9736 1.00082 0.784021 0.972777 0.430808 0.345045 0.82599 26.4222 5.8104 5.4326 4.70534 1.19799 3.50735 3.35195 2.34601 20.6118 1.00594 0.790145 0.289542 1.01273 1.55586 0.867811 0.416024
internal_count=2900 61 2839 2293 546 71 475 444 313 231 131 105 83 110 2261 679 660 627 161 466 397 240 1582 157 112 71 123 128 151 100
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=5 3 5 5 10 18 16 15 15 23 15 19 6 17 6 13 0 16 17 22 10 9 13 9 18 9 21 21 6 6
split_gain=0.0385937 0.221858 0.224938 0.183476 0.182692 0.127064 0.243177 0.158342 0.281723 0.310653 0.232627 0.176363 0.208549 0.310166 0.226545 0.17068 0.214293 0.235247 0.182254 0.170477 0.143804 0.210603 0.209554 0.198178 0.19453 0.239974 0.140999 0.130219 0.126396 0.122117
threshold=20.717225865800003 87.963661570150023 21.042547594650003 20.569643378550001 62.305017173150013 12.689322466800002 22.614947116400003 31.506101402100004 32.188927121800006 0.086655000000000024 31.000143748900005 14.351157895250003 14.815346158200002 201.96296776225003 14.785345457250001 109.72404167800001 94.964406541850011 18.764956119400004 188.31851043910004 -0.072569999999999982 75.403185184700007 206.08249486475003 104.02719889955002 202.89977928865002 15.606027545000002 187.70546222865002 2.8209976849000005 13.915737982950001 7.305170684150001 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=3 -2 4 5 -3 -1 7 10 -9 -10 11 12 14 -14 15 16 18 20 28 -11 21 23 24 26 25 -22 -18 -28 -7 -26
right_child=1 2 -4 -5 -6 6 -8 8 9 19 -12 -13 13 -15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-0.087721189982244943 -0.070473138855196779 -0.067169576701738273 0.002760663197869208 0.067106068259060278 0.003368434981763205 -0.10227834430597403 0.057212292835166025 -0.097202042245124826 0.053330252372289999 -0.065556282896645959 0.077557640566519995 -0.081161773322038722 0.044810490965368717 -0.04531354792773299 -0.11185100222264298 0.093703293464337492 0.0096159730462657377 0.09010268811165674 -0.10239774153644104 -0.0027999919062201522 0.015457299606370307 -0.10261256715018137 0.064699350150212651 0.048529661669632872 0.0046139976432891172 -0.092021400089793287 -0.09099165283253062 0.0052336880842076237 0.066884312112620858 0.082847314541434278
leaf_weight=0.15781268999126119 0.4819636914980937 0.88729936815798172 12.944581712502439 0.43927289637213185 0.62637960584834218 0.064143738798511651 0.76968199410475868 0.42101128603099036 0.60624582251330172 0.75588848494226146 0.42276500506704984 0.24948154092999253 2.1198460609202816 0.46577133738901455 0.1905184881761669 0.1839462841162457 0.46128665799551505 0.2848775895545258 0.38376877868358861 1.0129127652617165 0.37428272974102572 0.30346502775500983 0.546094188641291 0.40551441872958083 3.2559890925169843 0.46686693467927398 0.47014490879519144 0.20066043076803908 0.14184421272761938 0.21254755510017265
leaf_count=10 94 28 975 22 25 42 32 25 42 63 21 14 73 31 5 5 29 14 80 38 78 48 22 17 857 76 72 26 27 9
internal_value=-0.000110412 -0.00372949 -0.00150461 0.00340824 -0.0379801 0.00153378 0.00248747 -0.000521176 -0.0218097 -0.00844537 0.00479166 0.00193824 0.00390679 0.0285756 -0.00412046 -0.00147397 -0.00378627 0.00110327 -0.0616702 -0.0296186 -0.00268268 -0.0264809 0.00634042 -0.0114554 -0.00105442 -0.0441971 -0.032942 -0.0622074 0.0142078 0.00940804
internal_weight=30.3069 14.9402 14.4583 15.3666 1.51368 14.9274 14.7696 13.9999 2.79606 2.37505 11.2038 10.781 10.5316 2.58562 7.94595 7.75543 7.57149 6.98173 0.589757 1.7688 6.69685 1.84107 4.85578 1.53761 4.30969 0.84115 1.13209 0.670805 0.205988 3.46854
internal_count=2900 1122 1028 1778 53 1756 1746 1714 168 143 1546 1525 1511 104 1407 1402 1397 1248 149 101 1234 192 1042 144 1020 154 127 98 69 866
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=0 5 5 6 6 9 6 7 18 20 15 10 6 4 22 2 4 22 22 9 6 10 20 6 21 23 5 13 6 20
split_gain=0.0391216 0.150168 0.170804 0.146596 0.341752 0.260391 0.207767 0.332303 0.331437 0.20743 0.172576 0.302465 0.452123 0.264961 0.322003 0.490528 0.377856 0.210581 0.177343 0.16516 0.154421 0.165145 0.140928 0.241125 0.22018 0.190894 0.174072 0.192223 0.178635 0.176135
threshold=86.530713386650021 20.361635946650004 21.005083245250002 15.785368822600002 16.455384477450004 193.60452210450003 16.285380505300001 24.252468908850002 13.809421053700001 41.24714903835001 30.046989284200006 68.214248143850014 14.835346625500001 209.70837459660004 -0.081169999999999992 132.99388411665004 309.48890441440005 -1.0000000180025095e-35 -0.09715 206.50942114985003 14.785345457250001 69.873026810350026 42.178283198950005 16.545386580300001 16.027392061700002 0.090720000000000023 22.852794041600003 117.64961624655002 16.245379570700006 43.279086095950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 5 -5 7 -7 -8 -6 11 -2 20 18 15 -15 17 -16 -12 -10 21 -13 24 26 -4 -25 29 28 -28 -24
right_child=3 2 22 4 9 6 8 -9 19 -11 13 12 -14 14 16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.049844480549184216 -0.064571713490809132 -0.050378448499347021 0.00037295494389701734 0.085237888067986128 0.00484538218467114 -0.055190739976648695 0.088841479390429662 0.038116927900120716 -0.028805629560238397 -0.069205132039882308 0.0055296044353206845 0.071907819232492676 0.06066985029110622 0.062526586752113089 0.08449403130510913 -0.076457803295016155 -0.044462758657139494 0.0032604891523910252 -0.077825386111655973 0.044995266505428753 -0.074887660638839629 -0.0011122316321499582 -0.089646466727663521 0.057483233511182931 0.074266700387383131 -0.053706939493767626 0.029841946628991547 0.057159657756341332 -0.064269017791196023 -0.016490007431963979
leaf_weight=0.4688984646727502 0.59514994277015176 0.86823943327180941 4.4938673992928653 0.71949333557858963 0.97507090470753588 0.76464228774420939 0.83005469106137786 0.7620826275087893 0.62761943368241169 0.61806066133431159 0.34311230853199959 0.32394953772018009 1.4280431915540246 0.34023332118522365 0.80009054939728219 1.0012277692603673 0.58273455064045254 0.53084226220380548 0.99663784174481296 0.58670647267717868 0.27011803630739439 7.0556583698258919 0.78833256376674465 0.59136444935666066 0.44298910643919942 0.20896518122572161 0.30948938826986683 0.33751194912474602 0.57905817065329757 0.56497125533860526
leaf_count=22 80 32 379 26 39 24 19 29 20 35 24 28 54 11 34 116 58 31 44 29 8 1348 38 133 21 30 31 22 107 28
internal_value=-0.000120808 -0.00535524 -0.00817328 0.00238677 0.0156687 0.0303544 0.0192967 -0.00861512 0.0401409 -0.0238828 -0.00309039 0.00448963 0.00901737 -0.0190475 -0.00364175 -0.0412073 0.0226913 0.0520941 -0.056478 0.00685157 -0.000625059 0.0020932 -0.0037671 -0.0195002 0.00700352 0.0284516 -0.0343787 -0.00708584 -0.0314893 -0.0591054
internal_weight=29.8052 9.65369 9.18479 20.1515 5.88373 4.2906 3.57111 1.52672 2.04438 1.59313 14.2678 9.67292 9.07777 4.59488 3.25513 1.34146 1.91367 1.33093 1.33975 1.21433 7.64973 7.37961 8.31655 3.37969 4.93686 0.80033 2.57936 1.22606 0.888548 1.3533
internal_count=2900 843 821 2057 221 147 121 53 68 74 1836 1518 1438 318 250 127 123 65 68 49 1384 1376 789 389 400 163 226 160 138 66
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=22 6 15 10 10 16 20 16 19 5 16 16 21 18 0 16 13 10 13 20 20 18 8 19 19 10 0 13 10 9
split_gain=0.0388551 0.058291 0.0522287 0.157566 0.162067 0.17692 0.186983 0.146732 0.148663 0.239319 0.155825 0.139051 0.12614 0.117628 0.2845 0.179782 0.18261 0.390579 0.341212 0.321403 0.284631 0.248133 0.202157 0.183416 0.179393 0.155243 0.140716 0.127592 0.202469 0.15705
threshold=0.68694500000000025 11.125259939900001 23.969938375100003 75.465019721650009 76.220476456350013 17.484959112600002 42.599563320500003 17.844958270700005 13.151061067750001 19.091524133650005 18.634956423400002 16.344961778400002 8.7805747344500009 15.042884401850001 93.972365491700018 19.214955067100004 112.82921081865001 66.318885161900013 113.85351336640001 38.175120519550006 38.441102963850007 13.373311100250001 8.543332867800002 14.251149826300002 13.451085274650001 70.026268923800004 95.002044955650021 115.63864956495001 62.837331883000012 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=2 -2 -1 7 -5 6 -6 11 9 -9 12 -4 -10 14 15 25 19 18 -18 -17 21 22 23 -20 -15 -12 -16 -22 29 -29
right_child=1 -3 3 4 5 -7 -8 8 10 -11 13 -13 -14 24 26 16 17 -19 20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0094786830954815271 -0.0045255115601422853 0.079811033544605614 0.0045836217334808268 0.085421866304323565 -0.10156747515142857 0.087575940320479564 0.034276101541807533 0.051798650260243141 -0.10238280935697251 -0.050568324646199841 0.0012491564221670615 -0.089608986062795146 0.012703932015963313 0.077123882900061461 -0.088280725764082316 0.0016644603612597135 -0.097096203735721823 0.069528890168453761 -0.010008951620087886 -0.092934358105492693 -0.050962554878877166 0.084430392202145488 -0.035120359189025861 0.096851530787094908 -0.0044827009428977747 0.10133356620267715 0.0059733099292630923 0.004948908977306282 0.066328294131029336 -0.018280454271479681
leaf_weight=5.2844533189063503 0.17939406616005626 0.15088314306922257 0.28269182203076226 0.4431009735999385 0.19607117707937505 0.18077276340045501 0.20969304916434339 1.1782952521462018 0.26881125013460661 0.28328679336664198 0.29544017524723187 0.35172077506649657 0.14749083170318045 0.48898442205972859 0.54920907321502355 0.95269429011387063 0.36402840539813119 0.81696021161042232 0.29913311557902378 0.57647617749171332 0.56272318374249053 0.69903888599947084 0.55002189939841628 0.34688179846853018 0.59978680429048836 0.32598848175257444 0.22259248420596123 7.0397409687029686 0.4157555515412249 4.9618691045980086
leaf_count=1341 28 16 23 20 58 25 38 52 50 71 33 113 17 21 58 29 13 32 36 46 29 23 27 16 38 10 14 352 22 249
internal_value=-0.000102262 0.0340026 -0.000492107 0.00151936 0.039776 0.00529268 -0.0313655 -0.000225159 0.00114547 0.0319577 -0.00105309 -0.0476371 -0.061609 0.000203154 -0.00163063 0.00089022 -0.000977782 0.00216703 -0.00144419 -0.033998 0.000896632 0.0370989 0.00943538 0.0473705 0.0321681 0.0537513 -0.0610973 -0.00438885 -0.00227825 -0.00465489
internal_weight=29.224 0.330277 28.8937 23.6093 1.02964 0.586537 0.405764 22.5796 21.9452 1.46158 20.4836 0.634413 0.416302 20.0673 18.9786 18.2068 17.5853 16.0562 15.2392 1.52917 14.8752 1.89508 1.19604 0.646015 1.08877 0.621429 0.771802 12.9801 12.4174 12.0016
internal_count=2900 44 2856 1515 141 121 96 1374 1238 123 1115 136 67 1048 989 917 874 799 767 75 754 102 79 52 59 43 72 652 623 601
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=14 14 12 13 4 21 22 22 13 22 20 9 6 18 10 15 9 19 6 17 15 17 16 15 2 22 5 4 5 8
split_gain=0.0346696 0.150184 0.131933 0.175389 0.163566 0.124263 0.114289 0.257379 0.213452 0.273496 0.246009 0.328852 0.23915 0.196014 0.178188 0.238318 0.174918 0.207706 0.173874 0.264779 0.162049 0.156238 0.15383 0.236197 0.179054 0.159887 0.206252 0.142861 0.236282 0.139835
threshold=202.65261526855002 204.50376127325003 121.97235442175001 117.70876232545002 194.78797560380002 4.0847671134500008 -0.068524999999999989 -0.055714999999999994 117.38883580790001 -0.08459499999999999 41.532441862050007 195.74493321760002 16.445384243750002 13.075178189100003 62.030794443850006 40.896729687200008 201.97224908750002 14.351157895250003 15.925372093750001 204.13511856875002 39.702469286500012 193.92177542215003 20.784951395750003 28.777417478550003 115.23517099855002 -0.24103499999999997 13.076241920750002 253.68334227400001 13.592434445950001 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 8 20 9 16 14 13 -13 -12 15 -10 17 22 19 -18 -8 -11 23 25 -25 26 -3 -23 -29 -9
right_child=1 6 3 -5 5 -7 7 29 10 21 11 12 -14 -15 -16 -17 18 -19 -20 -21 -22 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0017653901663277557 -0.070974959698453924 0.034942612469169687 0.069107365231960413 -0.035055334544959647 0.042210736078399848 -0.025661667894094908 0.0058470117618382583 0.010595869223527409 0.041083483539897214 -0.10668924389494183 0.029317684197894135 -0.028044254414530224 0.056943171498418411 -0.087020316820345431 -0.11003283911418137 -0.073243053860599525 0.036710987368134509 -0.088168881889194597 0.069560626013649415 -0.043794855798783922 0.084237844396942846 0.041761163315363573 0.062461104725803851 0.045840406944742063 -0.094537124486813881 0.021370285957448235 -0.095798070675535973 0.057152512366942132 -0.079330904297046922 -0.021235092090607238
leaf_weight=7.5943545208137966 0.31600236890699562 0.20434739779603361 0.89389708279850344 0.40164797389661533 0.59372930820973102 0.49433778311868082 0.44000978734584328 4.3030078022953786 0.27824786912242438 0.28438112271282967 0.19072328167931152 0.56295471234625416 0.80393458152866515 0.60180633478012169 0.49512293341103941 0.5289377243607305 1.4048697288465066 0.27494091854896385 0.76010372448945407 0.57604782080488792 0.65812930220272392 0.2552336607423058 0.3765052834060042 0.11523189453873772 0.42966359850515801 1.8936649783232731 0.29464822905447363 0.16802531302300849 0.51754831149446545 2.0317834170236893
leaf_count=525 36 95 39 28 32 36 34 609 17 35 32 37 52 49 22 44 124 9 34 124 27 21 13 11 61 450 99 33 51 121
internal_value=-8.61079e-05 -0.00261854 0.00467672 0.0252017 0.0374129 0.0113745 -0.00144776 0.00813423 -0.00791256 0.00150944 -0.028476 -0.00777379 0.021941 -0.0590234 -0.0628034 -0.0338331 0.00987993 -0.00464734 0.0289015 0.0133 0.0528277 -0.0417373 0.00228177 -0.00543139 -0.0648508 0.00810055 -0.0422575 -0.0221041 -0.0458806 0.000386595
internal_weight=28.7438 18.7659 9.97797 2.38361 1.98196 1.08807 18.4499 7.43293 11.0169 7.55521 3.46173 2.15942 1.36689 0.79253 1.30231 0.807186 6.33002 3.589 2.74102 1.98092 1.09814 1.22519 3.31406 2.93756 0.544895 2.39266 0.498996 0.940807 0.685574 6.33479
internal_count=2900 2240 660 135 107 68 2204 791 1413 1160 253 170 89 81 83 61 1020 738 282 248 61 140 729 716 72 644 194 105 84 730
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=9 3 13 3 15 21 20 18 20 0 10 3 13 4 23 9 7 5 5 21 13 12 19 16 23 23 6 6 23 21
split_gain=0.0362273 0.0861108 0.110308 0.0675756 0.0927166 0.0615239 0.081919 0.0492373 0.132701 0.0754076 0.180366 0.188371 0.167686 0.272008 0.114691 0.116757 0.0996938 0.0926605 0.146784 0.144077 0.144585 0.145336 0.0963111 0.190378 0.0826291 0.0795108 0.181523 0.204528 0.145471 0.0943143
threshold=37.256168974800005 66.676450093250011 96.209162656250015 61.205437797800009 11.896459116400001 20.770927814650005 50.264779514000004 17.140917755100002 42.541806567400009 98.615332683000005 80.468240302450013 78.419635207050007 98.238948544700023 354.65463678160006 0.099010000000000029 188.14427954665004 25.967949918250003 16.579584939650001 16.823764825550004 8.2405299936000009 105.26657809770002 202.12526968910001 12.651020723000002 18.054957779650003 0.43162500000000009 0.11906000000000001 16.355382140900002 16.525386113000007 0.11308000000000003 12.807136552050002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -5 6 -3 9 -9 17 14 12 13 -12 15 -11 -16 19 -19 22 21 -21 -6 -24 25 28 -27 -28 29 -20
right_child=3 2 -4 4 7 -7 -8 8 -10 10 11 -13 -14 -15 16 -17 -18 18 24 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10085747628031932 0.079949916170767979 0.029992666417234044 -0.1015691838405804 -0.067628734714333547 0.065320404264924609 0.10040234867161364 -0.1003606795413647 0.039347021008684396 -0.053454851190309273 -0.012099345373810334 -0.086981885672052062 -0.10207420460052917 0.083171370924708665 0.097925686458779429 -0.063815568415265506 -0.10292361546838402 0.034249953251324843 -0.068893346213389287 -0.0029993491726149389 -0.052785531266525777 -0.10233921324378817 0.080921788725048946 -0.040415545978524363 0.070463258290443906 0.045764491916233017 0.021921252024782761 -0.10195081072647488 0.0019776663361059997 0.053058410044911609 0.016595208976907666
leaf_weight=0.11886665512088512 0.10639993813493021 0.20038453390770883 0.092564422822761117 0.20063601321180868 0.70553595307866135 0.076657811179757118 0.063483924452157225 0.83149538140696566 0.1891332727009285 0.21045664733901392 0.20484606887157486 0.11569960235647159 0.35952060588169843 0.13007164333248511 0.17686393848271109 0.43222763666562969 0.25048088940093294 0.30943948007188993 17.338418771829325 0.1619178042274142 0.15768839349038899 0.16326690300775226 0.33170519359919126 0.29044440013240092 0.3953726437757713 0.50452945052529574 0.42219673181534745 0.34335631496651331 0.52575054139469912 2.8619070900986108
leaf_count=197 49 62 67 117 37 7 63 164 46 38 108 20 19 10 33 93 24 20 1282 33 18 13 46 21 20 25 32 27 27 182
internal_value=-9.58511e-05 -0.0254637 -0.00477104 0.000409282 0.000102792 0.0215414 -0.00136895 0.000598532 0.0221499 -0.000234909 -0.0195351 0.0160606 0.035743 -0.0151695 -0.0464852 -0.0731818 -0.00633613 0.00124552 -0.000490867 0.0230165 -0.0237594 0.0143455 0.0400287 0.0113471 0.00045442 -0.000360012 -0.0246475 -0.0553381 0.00112831 -0.000223265
internal_weight=28.2713 0.551957 0.433091 27.7194 27.613 0.340526 0.263868 27.4123 1.02063 26.3917 1.88017 0.810138 0.694438 0.334918 1.07003 0.642684 0.427345 24.5115 22.701 1.81056 0.482873 0.325185 1.32769 0.62215 22.3915 21.9962 1.27008 0.765553 20.7261 20.2003
internal_count=2900 396 199 2504 2455 132 125 2338 210 2128 345 157 137 118 188 131 57 1783 1615 168 64 46 104 67 1595 1575 84 59 1491 1464
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=23 23 20 23 23 16 4 14 7 16 16 19 21 23 21 9 5 23 19 23 18 19 19 16 23 23 16 18 16 8
split_gain=0.0337413 0.0974005 0.0813417 0.0568456 0.139803 0.166754 0.131384 0.209342 0.137468 0.107981 0.174638 0.197321 0.0844193 0.079893 0.179178 0.170765 0.158574 0.15434 0.246384 0.124012 0.212703 0.104966 0.102009 0.100508 0.180259 0.126223 0.114944 0.173603 0.117735 0.167527
threshold=-0.27223499999999995 -0.54481999999999997 35.616518500750011 -0.21013499999999999 -0.22831499999999999 22.624947093000003 193.80606919430002 272.25308883805008 23.147601011700004 12.644970430600003 9.6249774926000011 10.250827068050002 7.3194403480500005 1.0000000180025095e-35 2.8878979250500003 202.48520976110004 19.998562110200005 -0.082159999999999997 13.851117550450002 0.07968500000000002 16.203680688850003 12.651020723000002 11.850956171350001 14.994964935250001 0.091975000000000015 0.089850000000000027 15.549963637400003 15.312071772700003 17.844958270700005 8.1436447804000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 -8 12 10 11 -5 -9 14 15 16 -11 18 21 20 -15 -16 -21 24 25 -24 27 -25 29 -28
right_child=3 2 -4 9 -6 -7 7 8 -10 13 -12 -13 -14 19 17 -17 -18 -19 -20 22 -22 -23 23 26 -26 -27 28 -29 -30 -31
leaf_value=0.022193954745378011 0.077788986262240414 0.040868075869782493 -0.084965709627496624 -0.10145774659789047 0.069926445378764066 0.067145205934653215 -0.092331382457904759 -0.019912700970875018 -0.05680685941677617 0.067484615581476462 -0.08808769929785662 0.059137782511261096 0.059131582658605776 0.046706710924803052 -0.00304519290227889 -0.044639303635565543 -0.042978591512867342 -0.11190521257560895 0.032079550315641671 0.040199613941343554 -0.067631209469698167 -0.097922552544592589 -0.043270590828187044 -0.016125894632988719 -0.092096676583925424 0.074887381966643685 -0.010725133954657656 0.06679882753602126 0.00048836481175259508 -0.099239778148357757
leaf_weight=0.25612862768866762 0.14391360155423205 0.063931347106065739 0.2614767155764639 0.11002763402893734 0.39460009411505481 0.3302301475778221 0.3203725313869652 0.21436014963546768 0.26697770401096932 0.53847255818255069 0.36175772888509528 0.2511344048580213 0.36548344923357945 1.1916721692196031 0.16722778077473777 0.34862421455909498 0.17129763507546159 0.2596487186165175 0.42493469295368413 0.61713164468801807 0.18842914217384521 0.38521495522809346 0.20082753572751499 0.42983497260138637 0.32937574231436884 0.16443405430618441 0.86841064721125139 0.61177916656015441 17.421766634062806 0.28366861867834814
leaf_count=60 15 29 79 213 48 11 52 31 66 35 273 65 41 151 35 29 57 31 39 69 46 70 36 32 56 11 164 43 952 61
internal_value=-9.98051e-05 -0.0239354 -0.0602438 0.00040679 0.0164827 0.0036341 -0.0123625 -0.0234781 0.00257074 -0.000885558 -0.0389781 0.0102125 0.02991 0.000233742 -0.0175308 0.012674 0.0408252 -0.043374 -0.0251681 0.00206171 0.0310958 -0.0692026 0.000146983 -0.00107003 -0.0384522 0.00992196 0.000253769 0.0325789 -0.00155901 -0.0325195
internal_weight=27.9431 0.581537 0.325408 27.3616 2.03594 1.64134 1.31111 1.16719 0.846821 25.3257 0.72292 0.361162 0.579844 24.6028 2.29542 1.05839 0.70977 1.23703 0.977377 22.3073 1.3801 0.552443 20.9272 20.3101 0.694637 0.365262 19.6155 1.04161 18.5738 1.15208
internal_count=2900 168 108 2732 264 216 205 190 138 2468 551 278 72 1917 296 121 92 175 144 1621 197 105 1424 1355 103 47 1252 75 1177 225
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=17 17 7 17 21 23 18 17 13 20 20 8 20 5 22 2 8 0 8 7 20 13 22 5 22 20 20 4 2 20
split_gain=0.0363453 0.304832 0.103802 0.163437 0.170507 0.19631 0.131368 0.208731 0.153134 0.128158 0.122984 0.116116 0.122712 0.102832 0.1179 0.0972044 0.117202 0.120111 0.118142 0.104039 0.0945794 0.256298 0.246997 0.200204 0.17847 0.14734 0.127904 0.0941079 0.169645 0.156359
threshold=182.28951942140003 183.40283206635004 24.176224535650004 179.88087463185005 0.12836581325000004 -0.11050499999999999 13.601370067700001 172.46189488870002 114.65467388920001 39.344049039350004 37.572218886150004 6.0452823216500002 42.622319549950006 20.950952025950006 -0.23771499999999998 59.615984903700003 8.8430989333000021 86.950112854950021 8.7431769115000026 22.689595575850003 36.625813070500008 113.85351336640001 -0.033594999999999993 20.361635946650004 0.15973500000000004 33.96174662340001 37.020641110850008 158.04546874885003 71.847610775600018 37.572218886150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 11 13 7 -7 -9 10 -4 12 -1 -6 -15 19 18 -18 20 -3 21 22 23 -17 -24 -26 -22 -28 -29 -30
right_child=1 15 9 -5 5 6 -8 8 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 26 -23 24 -25 25 -27 27 28 29 -31
leaf_value=-0.10056669168529493 -0.071159964301904396 0.0085026064644428759 -0.10182256589474506 0.061905496694321528 0.0830808883786191 -0.076422834492135813 -0.10476429784789135 0.091815086627983822 -0.027204502321779914 -0.074242214500356077 0.053997569681941131 0.087657318349140895 0.059214848436430836 -0.10125150460879576 0.024046696221540351 -0.086433047633790408 -0.073994271046866997 -0.0019236958317955606 0.042616158431268314 -0.083839147856132112 -0.046114719702066709 0.094225362397069815 0.078129683846289266 0.048756575653042832 -0.10781653144447496 0.046817362965258569 0.036275383051993418 -0.076682583363804666 0.065143368571261656 -0.00064176952681640543
leaf_weight=0.083032111347169368 0.61238133095867198 0.21670615859329956 0.065476453785322408 0.6341702643148891 0.23337209267265357 0.35475944964855333 0.23396551091082074 0.19812971063765872 0.23790680234469619 0.30437051073749899 0.22373012945217852 0.35454939059127355 0.11413728934712708 0.089328024866518474 0.47138272915435597 0.39101467984164617 0.40956265476779563 0.53110798804846127 0.71877714619040389 0.27921913207683247 0.59709999898405186 0.39856025588233013 0.45781950388107873 0.1521751047912403 0.11842225633199632 0.12845975841992185 0.72297261562198656 0.28777553764848818 0.36887479143752244 17.592562184442158
leaf_count=107 60 11 42 38 36 99 47 21 30 140 45 16 13 62 108 128 53 33 40 29 34 19 30 15 34 15 21 25 43 1506
internal_value=-0.000106782 -0.00151285 0.00926495 0.0168139 0.0047511 -0.0100198 -0.0389396 -0.0194646 0.0268766 -0.0289486 0.0187198 0.0534461 -0.00807246 0.0273011 0.00408517 0.000312079 0.00126165 -0.0333028 0.00274396 -0.0434883 0.00139312 0.0244119 0.00211437 -0.0485596 0.0411743 -0.0273561 -0.000543555 0.000890678 -0.000511145 0.000709263
internal_weight=27.5818 23.9835 3.59831 3.00473 2.37056 1.81884 1.02476 0.790796 0.436037 0.593577 0.289207 0.551719 0.197169 0.794083 0.560711 23.3711 22.8752 0.940671 21.9345 0.495925 21.2157 1.64645 1.24789 0.54319 0.704702 0.246882 19.5693 18.9722 18.2492 17.9614
internal_count=2900 2096 804 577 539 403 197 150 51 227 87 136 120 206 170 2036 1996 86 1910 40 1870 241 222 143 79 49 1629 1595 1574 1549
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=0 3 3 20 10 21 10 10 20 21 22 16 22 3 18 20 20 18 19 6 6 5 6 0 6 18 10 16 7 5
split_gain=0.0327176 0.18872 0.242128 0.284045 0.138196 0.228333 0.184908 0.233196 0.125732 0.121088 0.164918 0.144123 0.141029 0.12636 0.115783 0.110397 0.156034 0.109764 0.225809 0.128841 0.248937 0.23478 0.219089 0.152682 0.173371 0.23034 0.187538 0.177248 0.173059 0.158084
threshold=85.716110573100011 93.770731131900007 93.58791597905001 40.532725462000009 62.00390986255001 15.440607301650003 61.960894532450006 61.928633034850002 42.102795028150005 4.2214383758000009 -0.0039949999999999994 22.634947069650003 -0.013805 108.42013948475001 12.713853232350003 39.468990633150007 38.115457128050004 13.278511569200001 14.351157895250003 16.455384477450004 16.445384243750002 22.963361893800002 16.565387047600002 86.530713386650021 16.285380505300001 13.809421053700001 61.960894532450006 22.654947022900004 23.9444576715 22.665750084250003
decision_type=2 2 2 2 2 2 2 2 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 17 -4 6 14 7 9 -3 12 11 13 15 -11 -6 16 -1 18 -2 20 23 22 -21 -19 26 -26 -25 29 -27 -28
right_child=1 8 3 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 19 -20 21 -22 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=0.040978262190722946 -0.0051493491437072016 0.062085870722405657 0.00027650724798395889 -0.10648432515618578 0.044063061723686202 0.07807001428605459 0.067859174571930012 -0.10726317594097866 -0.00044529217270685448 0.023283693751740778 0.058311497170332585 -0.090100159314864176 -0.059263790694545786 -0.10251837262045893 -0.095855551170933445 0.070314907106121496 -0.10342916326209944 -0.042852778323095225 0.052380266999051295 -0.076458562137673047 0.10120193193923531 0.025863704139901092 2.0825374845912571e-05 -0.11648777621347128 0.083911599074870266 -0.043437200154694919 -0.00033730779218075769 0.056555858963451 0.036212050539155299 -0.054811294089216971
leaf_weight=0.25205261690553016 1.5732946921962239 0.81872549024410435 0.53966449986910336 0.46302811912028119 0.067712745185417478 0.11340225164894946 0.35490206263057178 0.22137072420446191 0.52952084355638362 0.34650286765281735 0.19690078002213218 0.36749570346728433 0.16799379423355698 0.10374884511657001 0.4672331527381175 0.51735361191458651 0.10641348373610526 0.79042949170981103 1.2047080509364603 0.92201721621677213 0.24683362559880961 0.65856426639948029 0.63085110002430156 0.14050762778788239 0.57246661745011707 0.43550297123147153 12.574862340214844 0.52599542413372624 0.73014103597961366 0.55630170920630995
leaf_count=73 95 23 25 45 29 10 28 20 24 62 69 29 41 54 113 40 12 32 36 52 5 32 31 5 16 16 1769 29 34 51
internal_value=-0.000101473 0.00118368 -0.000987792 -0.049024 -0.0094623 -0.0508214 0.000715229 -0.00973709 0.0375269 0.000751048 -0.0238488 -0.0436317 0.0246635 -0.00570413 -0.0781448 0.0407619 -0.00189022 0.00124598 0.0197989 -0.00149779 0.00152747 -0.0241699 -0.0453889 2.051e-05 0.00220182 0.0319654 -0.00154755 -0.000365017 0.00645384 -0.0026451
internal_weight=27.1965 23.9134 22.5652 1.00269 3.28308 0.648348 2.63473 2.27983 1.34825 2.05846 1.01465 0.817747 1.04381 0.450252 0.534946 0.87582 0.358466 21.5625 2.778 18.7845 16.573 2.21143 1.55287 16.3262 15.5358 1.73811 13.7977 13.6572 1.16564 13.1312
internal_count=2900 2320 2273 70 580 152 428 400 47 380 214 145 166 116 142 125 85 2203 131 2072 1957 115 83 1952 1920 66 1854 1849 50 1820
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=15 22 7 22 4 22 17 22 10 18 20 23 20 23 17 15 5 22 16 6 16 16 22 23 6 6 16 12 2 16
split_gain=0.0308225 0.163444 0.118869 0.0401542 0.162412 0.0865903 0.187259 0.15215 0.0823521 0.145479 0.065652 0.171087 0.142328 0.227569 0.215267 0.213398 0.207112 0.19467 0.139756 0.132123 0.119319 0.229852 0.138783 0.120524 0.106723 0.127837 0.117903 0.208994 0.110538 0.151615
threshold=46.810838056050009 -0.082314999999999985 23.539316666200005 -0.62958999999999998 252.43360528775003 -0.59309999999999985 197.05557773135004 -0.50001499999999999 75.551050381850018 13.919698996450002 42.178283198950005 0.087725000000000011 43.673409002000007 0.11467000000000002 203.08534335880003 39.104631750950013 21.072315829300003 -0.13820499999999999 22.694946929300002 14.325334709150001 22.554947256700004 22.654947022900004 -0.24103499999999997 0.082325000000000023 16.565387047600002 16.455384477450004 18.564956587050002 142.22287473150004 123.36062304850002 16.859960574100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -5 8 9 -7 -9 18 13 14 17 19 -16 -13 20 -14 22 23 -12 -22 25 26 27 -24 -29 -30
right_child=1 -3 -4 5 -6 7 -8 10 -10 -11 11 12 15 -15 16 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.052802484529040156 -0.063730403586788928 -0.076217062186777471 0.060659008717782653 0.071988943688204007 -0.086314887466351325 -0.10349088341416356 -0.050759925633575557 0.0049127985542221321 -0.10227198213176787 0.017755180533464653 -0.10081264107618688 0.018766534483494416 0.015945294576567653 0.039213558330659745 -0.053158903193013876 0.096557230264296537 0.069459291196830378 -0.088859299784676507 0.091476950996187703 -0.10475947205806511 -0.097552087615541516 0.03001660941519942 -0.079817368063498872 -0.022945830177731334 0.068407569424968562 -0.056122237975722834 0.043442467612048542 0.10327802528020316 0.015009895433396923 -0.10098588732619007
leaf_weight=0.13611353896522516 0.10964823666472512 0.29901825651904701 0.2566404098761268 0.44682404518790164 0.21883840455393511 0.15144116528973484 0.17216972927417373 16.285815874398729 0.1960152511060187 0.28557383363659028 0.10850636960640248 0.19727846847581565 0.25533648108489604 0.32756929454808403 0.31162875614245411 0.21646888321265578 0.24688199907541275 1.1347363175873399 0.17831662064418186 0.14062803589331452 0.37263114156667121 0.50984243434504606 0.27632956013076215 0.51689960088697262 0.327671410871062 0.27960903054918151 0.96563202782999713 0.12752827256917942 1.5842580633948271 0.12131109580150212
leaf_count=18 48 55 18 40 29 33 43 1430 70 30 94 14 52 31 45 5 5 92 11 12 29 23 75 24 68 29 52 2 351 72
internal_value=-0.000104854 -0.0213596 0.0234231 0.000437112 -0.0329675 0.000897814 0.037847 -1.2745e-05 -0.0484167 -0.0242609 0.00123869 -0.00605921 -0.0259532 -0.037736 -0.051069 0.0167217 0.00104278 -0.0729193 0.00442976 -0.0269234 0.00143914 -0.0235162 0.0106513 -0.054199 0.0139358 0.00861515 0.0145016 0.00125333 0.0134743 0.00675953
internal_weight=26.7572 0.665307 0.366289 26.0919 0.354952 25.7369 0.618994 25.1179 0.63303 0.437015 24.4849 8.19906 2.83053 2.21809 1.89053 0.612433 0.558511 1.33201 5.36854 0.395965 5.19022 1.39937 3.79085 0.889531 3.68234 3.35467 3.07506 2.10943 1.8331 1.70557
internal_count=2900 121 66 2779 47 2732 83 2649 133 63 2516 1086 256 187 156 69 50 106 830 64 819 76 743 53 649 581 552 500 425 423
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=6 21 18 6 16 19 9 23 15 8 7 10 16 20 10 0 10 9 9 10 8 9 22 10 10 12 9 16 19 2
split_gain=0.0312467 0.10289 0.0605641 0.0882706 0.0870426 0.14651 0.069844 0.0691044 0.0689528 0.0953624 0.0749425 0.115396 0.0717785 0.247736 0.237322 0.194928 0.324534 0.173573 0.194802 0.171208 0.166994 0.165221 0.160998 0.155779 0.171417 0.120017 0.160677 0.115282 0.279154 0.223949
threshold=3.6650856341500009 18.904039828500004 17.327266398450003 5.0951190466500007 17.654958715000003 12.651020723000002 202.80137809380003 0.09642000000000002 15.867801003350001 2.5480115570500002 26.752366550650006 80.468240302450013 15.919962772200003 41.134354310300004 72.953999827850012 96.055920542800024 71.090898343450007 204.42645579255003 202.89977928865002 71.52105164435001 7.943800736700001 191.87997069285004 -0.046474999999999995 70.865067860500019 70.343506983200015 211.56805207830004 199.68228938305 19.214955067100004 13.751109481500002 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=1 -1 3 -2 5 7 -7 -4 9 -5 12 -12 13 17 15 16 23 18 -10 -17 -18 -16 -19 24 27 26 -15 29 -29 -14
right_child=2 -3 4 8 -6 6 -8 -9 10 -11 11 -13 14 25 21 19 20 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.077226249799716998 -0.071239994354774377 0.036686216195089209 0.05068704941876237 0.023969398259358423 0.10073074892729927 0.012215670812992359 -0.1014801595621234 -0.054648189869811896 -0.0054998442032631748 -0.084075388934740203 -0.089691035156408389 0.041629713789824128 0.037400021685468 -0.051187255348610732 0.020769381524913307 -0.00076058316174858935 0.012052062096285385 -0.098982115377608981 0.10050397215831181 0.08713349452444763 -0.10224323742625059 -0.10153300653884201 0.015317998760031147 0.073343173195529784 -0.074241878571354156 0.07774367699868992 0.054601983999917919 -0.059767465051213636 0.0013576319104429708 -0.074241910956735199
leaf_weight=0.19444618522993806 0.17603600483608417 0.13388993073021993 0.53747531713952312 0.12947652176080993 0.13072984293103218 0.090102017842582427 0.13496210710945888 0.070444328038774984 1.1119827456909726 0.2213379905479087 0.21270825024839624 0.097627392386129941 1.616503366689378 0.22271884137762732 0.15486648894147848 0.41275342021253791 0.17565086577087541 0.33377367467255681 0.20538008824223641 0.47857885854318738 0.46957442845450714 0.38520014384266688 0.19536353496368963 0.29295321367680927 0.30710798711515863 0.67659676305993344 0.40401095937522769 0.78418299035547789 15.818496040064927 0.20214646720160079
leaf_count=318 167 20 151 32 8 15 34 48 152 122 45 23 206 65 18 32 28 45 7 24 78 95 19 13 57 64 28 82 847 57
internal_value=-0.000118131 -0.0307747 0.000268285 -0.000676822 0.024869 0.0129631 -0.0559632 0.038481 -0.00017814 -0.0441989 0.000450698 -0.0483793 0.00107565 0.0151568 -0.0010266 0.000692428 -0.00138058 -0.00840469 0.0110264 0.046432 -0.0711284 -0.0664623 -0.0567812 0.000985334 -0.000146498 0.0485378 0.017008 0.00108877 -0.00152945 0.0249908
internal_weight=26.3771 0.328336 26.0487 25.085 0.963714 0.832984 0.225064 0.60792 24.909 0.350815 24.5582 0.310336 24.2478 3.14983 21.098 20.5579 19.6666 1.8465 1.31736 0.891332 0.645225 0.540067 0.529137 19.0214 18.7284 1.30333 0.62673 18.4213 16.6027 1.81865
internal_count=2900 338 2562 2306 256 248 49 199 2139 154 1985 68 1917 380 1537 1424 1368 223 159 56 106 113 64 1262 1249 157 93 1192 929 263
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=13 10 23 10 23 2 9 4 17 5 17 9 9 18 23 0 10 10 13 15 5 3 0 0 5 10 13 7 22 20
split_gain=0.0317319 0.135372 0.104888 0.0930931 0.0886142 0.0975934 0.0665206 0.124423 0.140576 0.167208 0.0926354 0.113547 0.121179 0.0990148 0.0968236 0.0911679 0.1491 0.0809128 0.261212 0.156419 0.163052 0.13347 0.199184 0.18959 0.287369 0.219424 0.111177 0.110397 0.107775 0.10428
threshold=98.238948544700023 80.288113607700012 0.095845000000000027 78.820215468450016 0.09495000000000002 146.11720701395004 223.24918598180003 403.46457168010005 203.93111730270002 21.850554661550003 208.12573104970002 200.94207221650004 208.96517297070002 15.353948930850001 0.43162500000000009 97.835679825150024 78.220689305400015 71.090898343450007 107.97116697695002 23.969938375100003 16.579584939650001 84.968719212850019 94.047642319350018 93.262612545250008 18.092020786850004 69.276189105400007 104.51649827935002 24.639960683050003 -0.10710499999999999 38.592454371550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 5 -1 7 10 -9 -10 13 -12 -13 14 17 -15 -17 21 19 20 26 -2 23 25 -25 29 27 -19 -24 -23
right_child=1 -3 -4 -5 -6 -7 -8 8 9 -11 11 12 -14 15 -16 16 -18 18 -20 -21 -22 22 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.084359067106492575 0.042828371149661565 0.05173813064543073 -0.092593215229172465 -0.062032767984009508 0.094877352249304464 -0.0026153817557639405 0.03176212984908644 -0.095233175542797865 -0.077405204716167672 0.059949969678613574 -0.10284409097017627 0.02791866373434166 -0.048655390472233641 0.058593456615052421 0.055338448281971792 -0.03556807795080464 0.05880874463984026 -0.083281017005459201 -0.10173946058651975 0.030096090521239349 -0.089037925995191738 0.020118599662807126 -0.0040102776257691236 0.084577599037529483 -0.01667964340877726 -0.074220801269736944 0.069885840350155201 0.041513804773311111 -0.10372314610548963 -0.0029638219215164826
leaf_weight=0.16237906831929905 0.75239688929289883 0.51157123997108911 0.15107707195750197 0.24144695301583752 0.083392165440272836 1.4526868694139237 0.65651389095000823 0.29142397948453336 0.16080883686663583 0.19744640067801811 0.17217583901947253 0.38084312988212332 0.45187093573622406 0.57719575578812399 0.31600146129494433 0.39293947001715424 0.29163848636380862 0.17521719835713045 0.32518605352379371 0.73588198733341414 0.31964528537264414 2.3178353302619188 0.17637488697073422 0.64958609730456263 0.49298469763016328 0.40224510844836991 0.16434253321494907 0.11905075912363827 0.28124498255783592 12.579508708979118
leaf_count=148 48 44 122 44 9 649 61 79 25 20 23 38 62 43 19 47 17 43 62 84 37 200 10 26 32 24 8 11 35 830
internal_value=-0.000122426 0.000845019 -0.012746 -0.000257159 -0.00564362 -0.0108339 0.000380792 -0.000525845 -0.0436581 -0.00170419 0.000743609 -0.0289192 -0.0136341 0.00215836 0.000428143 0.0293196 0.00463759 -0.000462077 -0.0204219 -0.00295758 -0.0342116 0.0016177 -0.000217049 0.00159412 0.0408882 -0.00134035 0.00400165 -0.0327933 -0.065292 0.000627506
internal_weight=25.9829 24.1334 1.84954 23.6218 1.69846 1.61507 23.3804 22.7238 0.649679 0.358255 22.0742 1.00489 0.832714 21.0693 19.8075 1.26177 0.684578 19.4915 1.83932 1.51414 0.778256 17.6522 16.8998 16.4422 1.14257 15.2996 0.45861 0.294268 0.45762 14.8973
internal_count=2900 1972 928 1928 806 797 1884 1823 124 45 1699 123 100 1576 1469 107 64 1450 245 183 99 1205 1157 1112 58 1054 62 54 45 1030
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=20 15 20 15 15 13 7 16 13 17 17 17 22 7 17 21 23 9 22 17 22 14 23 19 13 6 10 15 17 13
split_gain=0.0301441 0.0820712 0.0518486 0.115725 0.123467 0.0484295 0.103342 0.0529703 0.0736821 0.056465 0.0740975 0.159287 0.228661 0.103295 0.117715 0.120749 0.142614 0.107186 0.208083 0.200827 0.098347 0.0975125 0.0941488 0.0916329 0.0885411 0.423582 0.363799 0.252581 0.319862 0.20284
threshold=32.785955158400007 36.282341310300005 34.997818021800008 33.551906023850009 23.304416445750004 117.99105042915001 23.046547257250005 22.744946812400002 117.75715457175001 161.95900874150001 181.49225329600003 183.58889821140002 -0.10282499999999999 24.414141867650006 180.19381692845005 0.12836581325000004 -0.11050499999999999 203.09362050815002 -0.14581999999999998 173.53196984515003 -0.23361999999999997 148.72666206180003 -0.23958499999999999 11.850956171350001 112.82921081865001 15.065351999550002 66.318885161900013 30.046989284200006 197.94573456765002 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=1 -1 3 4 -2 7 -7 8 9 -4 13 12 -12 14 15 -11 20 18 19 -18 22 -13 23 -17 25 27 -26 29 -29 -23
right_child=2 -3 5 -5 -6 6 -8 -9 -10 10 11 21 -14 -15 -16 16 17 -19 -20 -21 -22 24 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.082887548896629248 -0.10114563345988924 0.047954948883623019 -0.060119819332659974 0.085361836408958849 0.023786543560312956 -0.0052726370388080871 -0.10261351551875093 0.039043512392152646 -0.05134837207589904 0.06896284758945613 0.020848684918636305 -0.051949122758813096 -0.089355014280619927 -0.035441918147129707 0.088691798845931327 0.029146180898929949 -0.058342605601587633 0.067199630917317899 -0.10417965902027722 0.093320753709207532 0.089941226430248655 0.0024871934410255602 0.070199223043534986 -0.10209554631786857 0.0023710927958960587 -0.10289049059315428 0.076886109194919103 -0.09236972120756004 -0.00045215086664771839 0.067440714417059608
leaf_weight=0.13874756890726558 0.097946566495013765 0.073247645981609821 0.1544398940170727 0.22889095649588853 0.41121580853359774 0.45200041232601407 0.14375214134634007 0.34430558774329156 0.28119299921672691 0.34955541540466883 0.31282554550671193 0.34954375692177819 0.47289889735475554 0.3143679712325137 0.26199477434056451 0.10809037993385573 0.19313912567668001 0.10589487170364009 0.28967491551657076 0.15933977389067877 0.23492200242708339 5.0676757213223054 0.13972693240793888 0.1047596936696209 11.595323953884868 0.43558680030491803 0.69444063026458103 0.62330401715826134 0.96427330265578348 0.53117726230993856
leaf_count=164 65 4 158 13 30 76 21 19 15 58 40 20 42 128 15 30 49 21 47 19 42 908 25 25 560 57 30 94 109 16
internal_value=-0.000127294 -0.0376794 0.000185852 0.0263031 -0.000246414 -0.000595049 -0.0287605 0.000101535 -0.000463149 0.000146688 0.000546008 -0.00130217 -0.0454789 0.0177467 0.0263342 0.016639 0.00294422 -0.0260152 -0.0413869 0.0102175 0.0398176 0.000410982 0.00642029 -0.0354478 0.00133014 -0.00713734 0.00658161 -0.00133351 -0.0365402 0.0086495
internal_weight=25.6343 0.211995 25.4223 0.738053 0.509162 24.6842 0.595753 24.0885 23.7441 23.463 23.3085 21.047 0.785724 2.26147 1.9471 1.6851 1.33555 0.748049 0.642154 0.352479 0.587499 20.2613 0.352577 0.21285 19.9118 7.62202 12.2898 7.18643 1.58758 5.59885
internal_count=2900 168 2732 108 95 2624 97 2527 2508 2493 2335 1876 82 459 331 316 258 136 115 68 122 1794 80 55 1774 1184 590 1127 203 924
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=14 14 12 22 22 15 23 5 20 3 10 22 21 12 8 21 3 16 0 9 2 22 3 16 6 8 2 13 8 15
split_gain=0.0304222 0.123579 0.113877 0.102071 0.220231 0.179638 0.196623 0.148149 0.259959 0.371886 0.399447 0.272834 0.258415 0.317575 0.179672 0.178772 0.185476 0.176911 0.13706 0.185517 0.148681 0.133916 0.378714 0.180447 0.257043 0.228336 0.193513 0.198589 0.174363 0.125083
threshold=202.65261526855002 204.50376127325003 135.79800864615001 -0.068524999999999989 -0.055714999999999994 28.777417478550003 0.12424000000000003 21.269675393700002 42.526729949000007 93.168516510700016 61.944763783650011 -0.14581999999999998 5.7942671277000013 150.89336347300005 8.543332867800002 11.217348012850001 89.896662965950014 22.634947069650003 102.21786657775002 182.75300319265003 317.41815758785003 -0.040019999999999993 88.396503329100014 22.604947139800004 16.445384243750002 8.4434108459500017 220.59538940565002 117.45604726115 8.2435668022500028 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=2 -2 -1 5 29 18 7 12 11 -10 -11 -9 13 -7 -15 16 -13 -18 20 -20 -3 22 -6 24 26 -25 27 -23 -28 -5
right_child=1 3 -4 4 21 6 -8 8 9 10 -12 15 -14 14 -16 -17 17 -19 19 -21 -22 23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.0024571497357395475 -0.068650467373781526 0.025974858617063182 0.064269216453885697 0.0085485405609233723 0.046825677160349313 0.093918985734718061 -0.093847407810426539 0.029062641692158116 0.077176009127178966 0.059581599796516241 -0.10393671723083674 0.006155662784071838 -0.088478579770335269 -0.077169143130266932 0.0233521963693228 0.02356588206659694 -0.10698525350349782 -0.026844157541928912 0.0068759775117588342 -0.093880358242105777 -0.076067720628231125 0.0049851499025222934 -0.097176920842516223 0.068444315873655723 -0.098367630385794838 -0.0022931329004823278 0.0013848068351183704 0.092223298394077821 -0.085838406497985145 0.081518933753866374
leaf_weight=8.4284614736343428 0.27893205027067125 2.5849511553190103 0.3089770942697222 0.3956315713639923 0.30739779713940141 0.2354926844127474 0.33021947848624211 0.73211189625726558 0.77121395572612506 0.27961576166853774 0.32077145250332251 0.35178843812173033 0.6535859211553543 0.46926665610226337 0.28629545247531496 0.33102951501496147 0.72765091779001501 0.44323931144026574 0.55943907094405165 0.27139475608851171 0.15113691371152516 1.6520838525277062 0.44995390260373824 0.8716771249019073 0.28644097332653462 0.9576735096052289 0.52671670194990827 0.30988670518854622 0.40572850902390201 0.57826325326459482
leaf_count=640 36 410 20 34 25 9 34 49 29 24 57 23 82 72 16 18 38 35 310 157 50 317 24 58 75 62 131 8 30 27
internal_value=-0.000129148 -0.00265319 0.00464297 -0.00151969 0.00789091 -0.00819826 -0.0188616 -0.0144414 -0.003958 0.031233 -0.027782 -0.0226244 -0.0396673 -0.00747693 -0.0390799 -0.043038 -0.0575176 -0.0766479 0.00953628 -0.0260364 0.0203382 0.000463749 -0.0387284 0.0063881 -0.00800399 0.0314129 0.000938694 0.0187641 -0.036568 0.0518757
internal_weight=25.257 16.5196 8.73744 16.2407 6.74145 9.4992 5.93228 5.60206 3.95742 1.3716 0.600387 2.58582 1.64464 0.991055 0.755562 1.85371 1.52268 1.17089 3.56692 0.830834 2.73609 5.76756 0.757352 5.01021 3.18086 1.82935 2.89442 1.96197 0.932445 0.973895
internal_count=2900 2240 660 2204 791 1413 486 452 273 110 81 163 179 97 88 114 96 73 927 467 460 730 49 681 561 120 486 325 161 61
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=23 23 21 22 12 12 2 16 6 6 15 18 23 20 20 12 15 15 22 7 16 20 5 7 5 7 20 22 7 16
split_gain=0.0314846 0.229081 0.101896 0.0960093 0.175726 0.166033 0.189437 0.108907 0.317153 0.163126 0.17089 0.179786 0.262563 0.179146 0.225119 0.146069 0.142451 0.205949 0.107404 0.10539 0.100899 0.0925514 0.131776 0.237375 0.18081 0.175261 0.147656 0.19103 0.152056 0.154189
threshold=0.088565000000000019 0.089335000000000012 6.655069997600001 -0.24103499999999997 210.08518277075004 201.24780035400002 127.00089009170001 22.654947022900004 16.505385645700006 16.565387047600002 35.34809845485001 13.197799034350002 0.087530000000000011 41.792045663550006 42.674081447500008 172.01106897260004 32.393814985100008 31.506101402100004 -0.057185 22.343045670750005 21.014950857900004 39.344049039350004 19.915533535850003 23.368583030350006 21.072315829300003 24.199020305550004 38.703421923500009 0.11529000000000002 25.451258541350004 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=3 2 -2 4 5 6 -1 9 -9 10 16 -12 13 -13 -15 -16 17 -5 -18 -10 -11 22 23 -3 -24 -25 27 28 -27 -30
right_child=1 21 -4 7 -6 -7 -8 8 19 20 11 12 -14 14 15 -17 18 -19 -20 -21 -22 -23 24 25 -26 26 -28 -29 29 -31
leaf_value=0.031904036348040551 -0.11004062296079896 -0.068662858291796525 -0.023602055314552121 0.0063539840789054907 -0.10167102673348044 0.096961788651331315 -0.089042208886560725 0.074544233120069178 -0.059357847546923428 -0.013081980623448647 -0.066920017694726094 0.036067585074113395 -0.096222086245496996 -0.091051168369307003 0.054851427152703559 -0.029503056240827226 0.017514376165458187 -0.10441629365525702 0.095620254956279654 0.015346035310898953 0.076374103339039656 -0.0063198579782516003 0.099769130716730298 0.0788953570568387 0.0161085062822393 -0.10338087643218173 0.045647443584659497 0.050530580103280126 -0.072478083878212154 0.080579474407898602
leaf_weight=0.26517043489729886 0.27420888348547023 0.43339400800914507 0.27131525463846629 5.1486461693222054 0.23818212967375985 0.13605300663675735 0.25312070843892798 0.8001726943621168 0.31784431202686392 0.1749884046853375 0.65666843086364712 0.96813369821757156 0.29640609212219704 0.337027303088689 0.35169426677748561 0.49308182987442706 0.4232960493536666 0.17350278478261305 0.30142629433248647 0.46532467761062435 0.45118280198948923 8.5587941965502505 0.34450422752706789 0.33659065633037233 1.0327865211438618 0.32360166724129136 0.42030559791419364 0.22733847071083346 0.14126762792523095 0.12323386687785387
leaf_count=51 34 19 22 966 121 15 96 49 23 165 34 53 26 25 13 43 34 16 14 30 16 689 15 18 86 52 40 30 101 4
internal_value=-0.000146294 -0.00367994 -0.0670506 0.00345525 -0.0281254 -0.00135476 -0.0271631 0.0059366 0.0302667 0.00199606 -0.00138318 -0.0204608 -0.0079898 0.00417455 -0.0219522 0.00561511 0.00840668 0.00274286 0.0500001 -0.0149721 0.0513749 -0.000785052 0.0132176 -0.00313707 0.0370347 0.0149242 -0.0025001 -0.0273169 -0.0574098 -0.00116705
internal_weight=24.7393 12.4873 0.545524 12.2519 0.892526 0.654344 0.518291 11.3594 1.58334 9.77605 9.14988 3.10301 2.44634 2.14994 1.1818 0.844776 6.04687 5.32215 0.724722 0.783169 0.626171 11.9418 3.38302 2.00573 1.37729 1.57234 1.23575 0.815442 0.588103 0.264501
internal_count=2900 1110 56 1790 283 162 147 1507 102 1405 1224 194 160 134 81 56 1030 982 48 53 181 1054 365 264 101 245 227 187 157 105
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=9 3 16 21 20 20 20 23 18 9 7 21 17 22 12 17 16 22 15 22 20 17 18 10 21 3 20 6 22 3
split_gain=0.0301803 0.0687226 0.0946212 0.0532068 0.0655845 0.0482085 0.0646339 0.0651062 0.0434762 0.128979 0.138466 0.169051 0.130753 0.113348 0.140575 0.0932508 0.0762221 0.185066 0.179841 0.214484 0.199558 0.178783 0.249565 0.168878 0.161663 0.142383 0.129392 0.12027 0.117838 0.21552
threshold=37.256168974800005 66.676450093250011 16.154962222700004 20.770927814650005 50.264779514000004 47.833738492450003 48.988717865950008 -1.0000000180025095e-35 12.903279561150002 195.51131808980003 22.372035319250003 12.025531657300002 177.48499193625003 -0.042409999999999996 66.834523482800009 177.48499193625003 22.624947093000003 -0.096499999999999989 46.074827201850006 -0.082314999999999985 42.599563320500003 199.01194954300004 13.316069313700003 61.885617704800005 6.655069997600001 93.915907870950022 43.162556114600001 16.525386113000007 -0.10098 93.356708579850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 -7 9 10 11 13 -11 14 -2 -15 23 24 20 -20 21 22 27 -10 -18 28 -22 -19 29 -25
right_child=5 2 -4 -5 -6 6 -8 -9 16 12 -12 -13 -14 15 -16 -17 17 18 19 -21 26 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10071833839419422 0.097547250889055082 0.026861418609267898 -0.10155722330958182 0.10035010391966728 -0.10030470855524139 0.0070084949461502247 -0.013684278655602639 0.077753233807564798 -0.10651969829998938 -0.033557616306163968 -0.086531093031431972 0.069084938118410155 0.072598157837759289 -0.050718915651959268 -0.06995538499051937 0.096960671649103103 0.0042073223054672039 0.032473603475457066 0.049158979910641686 -0.10320354583560208 -0.046101798589689318 0.096756627323194233 -0.014032590606161067 0.006173653589802628 -0.093329362277514552 -0.076667537699745991 0.028773571672880024 0.094598503083159924 -0.0059416553677492058 0.080531385230215635
leaf_weight=0.095953117157992263 0.055199017049744614 0.17769722350021766 0.081130208576723817 0.064903093036264181 0.052549857900885399 0.24073705696355319 0.28884570266200171 0.28302531197550607 0.15431791064111777 0.19693911817012111 0.3402661180953146 0.20173421958315885 0.28241894438542658 0.07229629130734494 0.54270480860850512 0.10464873359160265 0.42247830581618462 0.8136721758637584 0.15109381329057214 0.23781586011318712 0.50885362874760165 0.48219345009420056 0.81840069989266329 4.5404592322879749 0.28427391613513464 0.2476655190753253 0.4223627676256001 0.50504108896711841 11.227036681066908 0.42639984989364155
leaf_count=197 5 64 64 7 64 31 59 24 32 41 18 32 24 82 142 8 33 33 27 35 31 32 38 575 18 80 18 15 1053 18
internal_value=-0.000140995 -0.0251748 -0.00591082 0.0203802 -0.00216202 0.000354659 0.024293 0.0452368 -0.000489697 -0.0154287 -0.0315962 -0.0124555 0.0289852 -0.0336847 -0.0544914 0.0366217 0.000773528 0.0120948 0.0205482 -0.0440098 0.0276196 0.0417554 0.0293455 -0.00239597 -0.0350244 -0.00141868 -0.0121413 0.0562662 -0.000267841 0.0125572
internal_weight=24.3231 0.472234 0.37628 0.29515 0.230247 23.8509 0.812608 0.523762 23.0383 1.79621 1.31685 0.976583 0.479358 0.774849 0.597904 0.176945 21.2421 4.64619 3.93943 0.38891 3.55052 2.61931 2.13711 16.5959 0.706752 16.4416 0.931216 1.31871 16.1939 4.96686
internal_count=2900 396 199 135 128 2504 114 55 2390 352 287 269 65 237 147 90 2038 280 229 62 167 118 86 1758 51 1726 49 48 1646 593
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=17 17 16 7 17 2 22 2 2 17 9 9 9 20 23 23 23 23 22 2 15 13 0 3 15 6 23 20 21 14
split_gain=0.0307725 0.0565077 0.0643122 0.108514 0.0542021 0.0584087 0.199967 0.05235 0.0796855 0.0788957 0.0707117 0.0943992 0.084309 0.144125 0.122161 0.135434 0.11352 0.0934919 0.069892 0.0675367 0.0620932 0.210103 0.286719 0.183571 0.167483 0.123238 0.115691 0.11455 0.221863 0.219682
threshold=242.64190980425005 220.68978861510001 17.484959112600002 26.626668929150004 217.44035869100003 357.36576196840008 -0.040019999999999993 339.55821382900007 325.75432260090003 213.85098605320005 215.80505313260002 217.37165979795003 207.37918994975004 42.654057868200006 0.088565000000000019 0.093295000000000031 0.079095000000000013 0.096995000000000012 -0.02852 175.40496222385005 28.566186095050004 109.57886493895002 95.762878606550018 86.130133125200004 28.321365561200004 15.135353635100001 0.25847000000000003 38.238138001450004 1.8061804516000002 148.72666206180003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 8 9 10 12 -12 20 14 16 -16 -14 -17 19 -19 24 22 -22 -23 26 -25 -1 28 -27 -29
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 11 -13 13 -15 15 17 -18 18 -20 -21 21 23 -24 25 -26 27 -28 29 -30 -31
leaf_value=0.008582167580475886 0.036704152155287398 -0.080322625026466477 -0.074803690154218352 0.061603205236585835 0.044942610436530438 -0.10344440439073699 0.069410378706368001 0.044451597858076675 -0.067576288544007906 -0.065473744223363425 0.075188576074597793 0.0092355475963423021 -0.037544532862815366 -0.071662451782754516 -0.0723099390245278 0.047022512174933251 0.05548621208434338 -0.079646509626984552 0.01856580887389388 0.00029695821003886992 -0.08022978057531073 0.07416767496758353 0.048527085455217792 -0.042253238453416025 0.081446980241473885 -0.006298111187387637 -0.10263219681224603 -0.088012380949598679 0.071284132404953654 0.00060047760001108496
leaf_weight=4.7619904451986832 0.22477648386302362 0.18784355657498863 0.10895912421983667 0.125483690713736 0.26747150631535888 0.19579107145852959 0.10168450159699105 0.26472217426225952 0.17458173385875753 0.18117954035096673 0.27823769139558752 0.98635827002681253 0.18359995652281202 0.41656350513767382 0.40666062428044802 0.26546646526549011 0.45928330514470872 0.25929725628520872 0.25784712296444878 0.1783689415169647 0.69065895773928687 0.33823116564599232 0.23072322765972331 0.6686327689094459 0.31674768084485538 0.84122694696998113 0.095409908169869939 0.28818506449169845 0.65608086920110509 9.5810834043440973
leaf_count=1198 55 92 18 22 33 55 22 57 54 56 24 144 24 48 43 23 43 36 19 17 111 13 24 29 15 54 18 20 31 502
internal_value=-0.000122506 -0.000470774 -0.0367249 -0.00179296 0.000184994 -0.000333728 -0.0443584 0.000241145 -0.000278631 0.000247241 0.000784558 0.0237466 -0.000605068 -0.0181271 -0.00703498 -0.0239352 0.0289177 -0.00346429 -0.0227343 -0.0470659 0.00169757 -0.00191968 -0.0479878 0.00151076 0.010992 -0.000531151 0.00639768 0.00192313 0.0276964 -0.00198704
internal_weight=23.9931 23.7684 0.422286 0.234443 23.3461 23.0786 0.297476 22.7811 22.5164 22.3418 22.1607 1.2646 20.8961 2.42709 2.01052 1.36764 0.642883 0.96098 0.695513 0.437666 18.469 13.2948 0.921382 12.3734 5.17415 12.0352 4.8574 11.3666 1.49731 9.86927
internal_count=2900 2845 132 40 2713 2680 77 2603 2546 2492 2436 168 2268 253 205 138 67 95 72 53 2015 784 135 649 1231 636 1216 607 85 522
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=16 16 19 23 23 13 16 2 10 3 10 6 6 5 21 20 20 23 15 22 21 20 10 3 3 16 6 10 3 20
split_gain=0.0318547 0.124948 0.115904 0.0829842 0.120386 0.111306 0.0875488 0.0833613 0.0803217 0.136409 0.0801201 0.0724966 0.249902 0.109909 0.140884 0.129615 0.122679 0.100865 0.0945968 0.0899799 0.102562 0.0794557 0.0789617 0.116248 0.168351 0.157725 0.185215 0.184411 0.30953 0.253682
threshold=13.534968349350001 13.039969506900002 11.850956171350001 0.07968500000000002 0.093480000000000021 95.99139754765001 11.934972090850001 285.16564649850005 80.468240302450013 77.938401201700017 84.906884675850009 13.665319288000001 13.775321858200002 13.697488545350001 5.3801611018500006 34.997818021800008 43.124157941850008 0.083905000000000021 32.393814985100008 -0.50001499999999999 5.2269517379000012 47.480720532750006 75.465019721650009 85.622014538550019 84.968719212850019 19.214955067100004 15.365359009150003 66.697957758300021 89.227236891450005 38.175120519550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 6 -5 -6 7 -1 9 -2 -9 13 -13 14 17 -15 -17 -4 21 20 -14 -18 23 24 -21 26 -25 28 -27 -29
right_child=2 -3 11 4 5 -7 -8 10 -10 -11 -12 12 19 15 -16 16 18 -19 -20 22 -22 -23 -24 25 -26 27 -28 29 -30 -31
leaf_value=-0.057109376883905931 -0.076598786883039227 -0.1020556059136204 -0.035020004421746777 -0.10099980552537641 -0.10116597864799984 0.059284756711058428 0.055456725492941818 -0.033750854164755845 0.082412081462432688 0.051945379199411106 0.066781826494035232 0.07408210797112455 -0.05940470707082366 0.048855685617534027 -0.034567198414967457 -0.07806287124621937 -0.10104470493299225 0.061258859831237238 0.065962447578995581 -0.0061988051990138557 0.018987765365639928 0.025537374852958691 0.039722540815121499 0.071676248094764958 -0.07049496440231981 0.060399549393727242 -0.017254963824914548 0.00070412435579228754 -0.00031047331848256169 -0.092306270517547084
leaf_weight=0.22936246599852228 0.11949045062283659 0.14678357335469616 0.14372519500102787 0.18585983317132104 0.062244177348304675 0.14156835492849495 0.30880236676239292 0.14334732628049096 0.28178986301645637 0.26706405545155576 0.17735149913187342 0.46273901613313029 0.51447522946547053 0.14386627203202784 0.49154183874270529 0.64601501773358905 0.11220483531360514 0.4479400380904508 0.1239707688218914 1.7715514052033534 0.24702856375370175 0.088859662093454972 0.51468402383034018 0.67550279778151778 0.52879335610487022 0.90173587948083778 0.35846600374406989 0.72707799921044969 12.229020301560011 0.49145487216446782
leaf_count=218 17 64 60 240 103 25 55 26 41 41 69 33 55 20 170 143 35 64 11 167 25 12 34 47 74 41 192 27 740 51
internal_value=-0.000123086 -0.0147807 0.000794502 -0.00452031 -0.0427948 0.0102832 0.0128451 -0.0110769 0.041809 0.0122102 0.0218453 -0.000473351 0.00147469 -0.0176861 0.0049998 -0.0397269 -0.0528509 0.0378711 -0.00274138 -0.000297393 -0.0339745 -0.0451023 0.00111182 -1.19512e-05 -0.0209789 0.00312336 0.0408447 0.000405264 0.0038587 -0.0368085
internal_weight=23.6843 1.39532 22.289 1.24854 0.389672 0.203813 0.858864 0.550061 0.668344 0.386555 0.320699 21.6207 19.4225 2.19812 1.08321 1.11492 0.97105 0.591665 0.325035 18.9598 0.761504 0.201064 18.1983 17.6836 2.30034 15.3833 1.03397 14.3493 13.1308 1.21853
internal_count=2900 800 2100 736 368 128 368 313 99 58 95 2001 1486 515 294 221 201 124 58 1453 80 47 1373 1339 241 1098 239 859 781 78
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=22 6 15 19 9 2 6 10 13 19 16 10 19 12 0 10 8 2 5 23 14 6 5 22 18 9 0 3 16 13
split_gain=0.0319142 0.0462952 0.0408633 0.113716 0.17851 0.129772 0.0979143 0.0862771 0.127867 0.117847 0.107687 0.107496 0.104156 0.0976274 0.0827538 0.20002 0.120955 0.0903834 0.0810704 0.229477 0.0932864 0.0928771 0.094271 0.0853393 0.0972271 0.0869038 0.076969 0.277296 0.118746 0.207324
threshold=0.68694500000000025 11.125259939900001 23.900317844600004 12.851036860900001 182.75300319265003 207.83068032845003 7.2051683476000008 75.465019721650009 104.02719889955002 13.351077205700003 17.844958270700005 80.468240302450013 12.951044929850001 84.164147923250013 96.055920542800024 71.090898343450007 7.943800736700001 151.19096455890005 16.579584939650001 -0.22125500000000001 300.56212796890003 14.055328400500002 16.069922422900003 -0.58892999999999995 15.7619177074 220.28141982375004 94.776214472700005 85.436510927550003 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=2 -2 3 18 5 6 -5 10 9 11 13 -9 -12 -4 15 26 -17 -16 21 20 -20 22 23 -1 -25 -26 27 -14 -29 -30
right_child=1 -3 7 4 -6 -7 -8 8 -10 -11 12 -13 14 -15 17 16 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.053031231862017095 -0.0037972390252584277 0.078163847285342494 0.085006661613654347 -0.058808107379754629 -0.10149850973702629 -0.10168040388996624 0.074964894017138406 -0.053115439079592 0.10179526601709328 0.07312749640456595 0.050958561805358141 0.058958913716046751 -0.10249191867347354 -0.063222395710669926 0.067333152134882626 0.017787303172523385 -0.10199564520827172 -0.010302169507354023 -0.076548610794329341 -0.077964323644048095 0.053513174323741364 0.056997555239174706 -0.10233588353481377 -0.052017021419244518 0.012443279786471481 -0.10103527149525691 0.049426971152965328 0.035198685604292082 -0.039483579073017222 0.0026307146003191834
leaf_weight=0.29983728856564251 0.15116019003744341 0.12666380463633686 0.049729783815570694 0.076785789713539887 0.31886815557481896 0.091130486105157615 0.19036175538667521 0.29148864845046674 0.20385503070428967 0.20124129927717149 0.41124405645678308 0.12115215700737281 0.26216792625929386 0.41716168993298197 0.36984747617680014 0.11616578075336192 0.30733349133515731 0.25222493075125385 0.067795300094076083 0.44307565866802168 0.29557943206600612 0.32131362729705859 0.087420603726059087 0.34844097470432389 1.3693133813321763 0.070984007077185995 0.31494653152185392 0.96467882013757744 1.2796119565682591 13.51486038722396
leaf_count=76 28 16 5 33 92 38 43 94 7 24 36 23 46 133 20 19 60 29 55 173 44 15 8 138 560 55 23 106 89 812
internal_value=-0.000120448 0.03357 -0.00052637 -0.00974195 -0.047074 0.00136385 0.0365147 0.00139662 0.0331747 0.0103875 -2.64949e-05 -0.0202102 0.00121748 -0.0474341 4.064e-05 -0.00128869 -0.0691392 0.0358552 -0.00209028 -0.0296563 0.0292474 0.00681156 -0.000599047 0.00365931 -0.00461666 0.00685057 0.000470258 -0.000492131 0.00120473 -0.00101186
internal_weight=23.3364 0.277824 23.0586 3.98091 0.677146 0.358278 0.267148 19.0777 0.817737 0.613882 18.26 0.412641 17.7931 0.466891 17.3818 16.7598 0.423499 0.622072 3.30376 0.80645 0.363375 2.49731 2.176 2.08858 1.78874 1.4403 16.3363 16.0213 15.7592 14.7945
internal_count=2900 44 2856 1330 206 114 76 1526 148 141 1378 117 1240 138 1204 1155 79 49 1124 272 99 852 837 829 753 615 1076 1053 1007 901
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=5 3 5 8 5 22 0 20 8 18 22 2 3 16 16 23 18 23 7 9 20 22 21 22 19 22 0 0 9 18
split_gain=0.03229 0.147663 0.161064 0.203727 0.117479 0.0960267 0.106464 0.194846 0.199927 0.17407 0.31046 0.286548 0.160602 0.0981232 0.277041 0.162969 0.254434 0.219694 0.193505 0.170788 0.16812 0.134431 0.235536 0.222259 0.200559 0.255104 0.151351 0.101831 0.0834592 0.0828319
threshold=20.717225865800003 87.963661570150023 21.197160116700001 8.3434888241000014 20.569643378550001 0.20327000000000003 86.530713386650021 43.022303514600004 8.543332867800002 13.809421053700001 -0.081169999999999992 229.52120806975003 93.136255013150006 22.614947116400003 22.624947093000003 0.082975000000000021 13.3584252364 0.085880000000000026 23.699538637550003 75.115715165350011 40.621691032550004 -0.094344999999999998 4.1402214890000009 -0.082509999999999986 14.551174033150001 -0.036264999999999999 85.839779647100016 86.162394622750014 207.13025159505005 12.689322466800002
decision_type=2 2 2 2 2 2 2 2 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 29 6 12 8 9 10 -8 -11 -4 15 -15 19 -17 -18 -19 -14 27 22 -16 -23 25 26 -25 -21 -10 -1
right_child=1 2 5 -5 -6 -7 7 -9 28 11 -12 -13 13 14 21 16 17 18 -20 20 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.079383488560266502 -0.067714500527393667 0.0053574318452722135 -0.09049192911068854 -0.062370716016781839 0.061759519111162467 0.057447674983776925 -0.0033376732464459845 0.077020564607355096 -0.06641155607487681 -0.0693570882732501 0.099619826439499473 0.038885048733834339 0.017895611741656992 -0.085929152563393923 0.015231130295790124 0.064015851949717428 0.062686262655116162 -0.10554383651027868 0.027334283496924457 -0.10058577080194223 -0.10477641711935626 0.054830244747414283 -0.10366136785623237 0.0062685695423553333 -0.08938556827328431 0.056364432657974556 -0.088404693987654867 0.101393076601412 -0.0022591486848937171 0.002901395075510516
leaf_weight=0.12377316430502183 0.34995057028572674 0.8629624905734079 0.21936504048062122 0.91508663294371217 0.33880507910726088 0.31578897603139999 0.58427938679233193 0.44793125554133428 0.42764111654832948 0.4359918727132025 0.58724916732171661 0.55704924359451979 0.49840022015450847 0.46907445511897128 0.34384357786621 0.94678978853698914 0.23863754899866763 0.28982196673860017 0.17623533666483127 0.036811546201533929 0.32197508993067459 0.71197215668871727 0.32330095818178961 0.37885981024010174 0.27979099976255373 0.53306480147875712 0.3046427972294623 0.07754141092300415 0.38568678544834256 10.542248987326273
leaf_count=10 94 37 11 39 22 34 22 36 17 20 23 26 131 34 31 95 10 37 14 60 122 48 36 25 34 36 21 2 27 1746
internal_value=-0.000125777 -0.00370907 -0.00178969 -0.0294994 0.00378799 0.00319114 0.00140191 0.0155295 0.00628015 0.022163 0.0482716 -0.00863835 -0.00646766 -0.0033598 -0.0146706 0.0112676 0.030153 -0.0153433 -0.0552972 -0.0220992 -0.0677838 -0.00304625 -0.0423847 0.00883803 -0.0130452 0.00451183 -0.0359281 0.0363737 -0.03599 0.00194653
internal_weight=23.0246 12.0197 11.6698 1.77805 11.0048 9.89175 9.57596 3.42583 2.9779 2.16457 1.17153 0.993041 6.15013 5.93076 3.34455 2.58621 1.65148 0.704695 0.466057 0.934728 0.436328 2.87548 0.667145 2.20833 1.49636 1.21657 0.683503 0.114353 0.813328 10.666
internal_count=2900 1122 1028 76 1778 952 918 171 135 91 45 46 747 736 265 471 156 61 51 315 184 231 67 164 116 82 46 62 44 1756
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=5 5 6 17 3 6 21 2 6 10 21 5 22 22 13 12 2 8 12 16 13 12 10 4 5 20 12 7 18 15
split_gain=0.0300806 0.0658808 0.10511 0.160309 0.0954826 0.0928016 0.124062 0.0746059 0.0636288 0.108289 0.0817429 0.0571409 0.120418 0.103927 0.0903433 0.0569439 0.160832 0.165413 0.158035 0.177638 0.131593 0.110858 0.107039 0.154945 0.164116 0.240759 0.159301 0.115767 0.102974 0.0997034
threshold=23.721757872050002 25.763052016400003 16.395383075500003 199.01194954300004 92.913112988300014 16.445384243750002 2.1194692063500002 317.41815758785003 16.305380972600002 61.767325547050007 13.296557277800002 22.963361893800002 -0.068524999999999989 -0.14739999999999998 117.56358558635002 214.84291680595001 185.26507771735001 7.943800736700001 217.64277969395002 22.644947046300004 98.741690215100007 207.71672397260002 74.784839814650013 309.48890441440005 21.377246852200006 42.654057868200006 226.08376556485004 26.302865891850004 17.248993197150003 13.877325201300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 5 -3 -4 -7 8 -6 10 -10 15 13 -13 -14 16 21 20 -17 22 -18 -1 23 26 -25 -26 -20 29 -29 -24
right_child=1 4 3 -5 7 6 -8 -9 9 -11 -12 12 14 -15 -16 18 17 -19 19 -21 -22 -23 27 24 25 -27 -28 28 -30 -31
leaf_value=-0.0027005882375343063 -0.078360664841238825 0.085656184895384457 0.036316822567568068 0.054980001419080382 0.062360535949019247 0.014811609188294992 -0.085593617574610051 -0.10149667955775624 0.021680594062473156 -0.10122996958132616 -0.10223726056023108 0.046600838856041403 0.013610402224156479 -0.030557048683654765 0.087862443059942896 0.078121504823886273 -0.10084695083318032 -0.10361595422812708 -0.043337208520053162 0.061790499485092826 0.063930077393022436 0.059476180016632178 -0.072072524143578662 -0.07368763951121042 -0.052465368047737895 0.064669386133721349 0.049769902833561488 -0.091528013694415239 0.0059238048822177636 0.052114154011462882
leaf_weight=13.468865044719569 0.29597268928682685 0.13677345917676553 0.14404895416009822 0.27152680477593094 0.15446206894375791 0.18068307944486151 0.38588815842376789 0.072223763679176045 0.50539144975527961 0.10666900344222086 0.059500377325093723 0.25690802363897092 0.31740700153750256 0.54467235265474301 0.33873569560819305 0.31166767065224021 0.072382386507002461 0.3156176235388557 0.2811566680902623 0.47681865456979711 0.14668195726699196 0.2929920686437989 0.070484299838198927 0.65807434800353781 0.43080880620254902 0.29606357012744411 0.53047147620236501 0.135500955559678 0.54273654999445853 0.78085293960884883
leaf_count=1278 57 14 14 20 20 28 101 36 195 64 23 30 23 34 23 33 68 18 31 33 18 17 28 137 40 26 26 66 264 135
internal_value=-0.000130591 -0.0109344 -0.0261212 -0.0103787 0.00781945 -0.0353522 -0.0535738 -0.00403253 0.0044893 -0.00882134 0.00862826 0.00110237 0.0201758 -0.0058278 0.0519432 -0.000375681 -0.00346748 -0.0572774 0.00941515 0.00432029 0.00948509 -0.00137684 -0.00303392 -0.0171773 -0.0375092 -0.00475502 0.0175166 0.017277 -0.0135455 0.0418324
internal_weight=22.582 2.31314 1.27812 0.982147 1.03502 0.71062 0.566571 0.898247 0.826023 0.671561 0.564892 20.2689 1.45772 0.80158 0.656143 18.8112 14.2965 0.534682 4.51464 4.20297 0.219064 13.7619 3.72615 2.19657 1.38495 0.726872 0.811628 1.52957 0.678238 0.851337
internal_count=2900 572 220 163 352 143 129 338 302 282 218 2328 110 64 46 2218 1399 104 819 786 86 1295 753 260 203 66 57 493 330 163
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=13 10 23 22 3 19 22 17 10 6 0 18 9 23 23 18 0 23 18 6 13 13 7 18 21 20 2 5 0 22
split_gain=0.0297697 0.10354 0.082789 0.07145 0.109863 0.119721 0.0710443 0.0878299 0.0721222 0.0693358 0.0564783 0.122038 0.106657 0.0861469 0.0636301 0.0593119 0.152291 0.133259 0.111993 0.0721894 0.146539 0.191999 0.129482 0.179332 0.175726 0.162627 0.145342 0.175269 0.184715 0.181949
threshold=98.238948544700023 80.288113607700012 0.095845000000000027 -0.022239999999999999 72.760430842500014 11.450923895500003 -0.046474999999999995 201.37020668845003 70.284360904350009 11.945279099550001 98.851916998450022 17.327266398450003 188.14427954665004 0.10017000000000002 0.43162500000000009 15.312071772700003 96.249489528150022 0.088990000000000027 15.379439136400002 14.71534382165 107.97116697695002 109.96062599345002 23.789355599150003 13.954623666350001 2.6263314141000005 41.21013581150001 103.98563613345001 21.197160116700001 86.530713386650021 -0.01762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 6 5 -5 7 8 -1 -10 14 12 -12 -14 15 19 18 -18 -17 20 -2 -22 23 26 -24 -26 -21 -28 29 -29
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 11 -13 13 -15 -16 16 17 -19 -20 22 21 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=-0.075782183558150834 0.00074171827988230455 0.048624025461642489 -0.090493397183168359 -0.10105768032484384 -0.10143734500781143 0.063561121822883357 0.08138100146173205 -0.05925343377090031 0.00755231792203082 0.085484953978384681 0.053744520398344167 0.042845117803984673 -0.096721247728524723 -0.019407424235353864 0.045735037798976363 0.041824767978940421 0.069286524173323372 -0.0027007957647013532 -0.079491760126465777 0.012924561756244136 -0.10157208576353849 -0.0063403315434686462 0.043756867053781186 -0.055404365381815014 0.030230658877703237 -0.01815297016997228 -0.053957096809266691 -0.026277406023981438 0.026202239954895814 0.031545806075925879
leaf_weight=0.081629730168856218 1.5687826714966093 0.44468874216545273 0.12767711578487695 0.067195971497599483 0.17732465867993596 0.12897277749652858 0.1128432336449805 0.21310050000738556 0.55635888268977851 0.14363401146329124 0.093363898442475057 0.20380913518602028 0.31553125143545913 0.26529539274633862 0.31238977343309571 0.11535114800790225 0.60831198716186896 0.44545050667147734 0.22359258033429796 4.1867537024909289 0.3971227446454576 0.45343224548560102 1.4811644259607408 0.65383457627831454 1.1652345409675038 1.7203566908428909 0.8316495019244029 3.0971369911767512 1.4215911913197485 0.66018013739038695
leaf_count=57 228 44 122 124 83 22 25 175 295 25 15 25 95 47 21 6 47 50 49 252 104 36 90 44 78 102 33 417 58 131
internal_value=-0.000127186 0.000892849 -0.01323 -0.00656944 -0.0443926 0.00717232 0.0061853 -0.00234504 0.0131704 0.0235436 -0.000156862 -0.0249627 -0.0454612 -0.0614078 0.000969141 0.000234278 0.0201015 0.0388558 -0.0382047 -0.00133452 -0.0173799 -0.0508039 0.00121638 -0.00463515 0.0157571 0.00138489 -0.00137991 -0.0113439 -0.00450094 -0.0161176
internal_weight=22.2738 20.665 1.60874 1.48106 0.373493 0.196169 1.10757 0.994723 0.781623 0.699993 20.2203 0.878 0.674191 0.580827 19.3423 19.0299 1.39271 1.05376 0.338944 17.6372 2.41934 0.850555 15.2179 10.8511 4.36676 2.88559 10.1973 6.01056 5.17891 3.75732
internal_count=2900 1972 928 806 229 146 577 552 377 320 1928 182 157 142 1746 1725 152 97 55 1573 368 140 1205 935 270 180 891 639 606 548
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=22 5 5 3 18 7 7 13 20 5 23 3 17 7 22 7 2 17 23 20 6 6 21 7 6 3 22 6 9 23
split_gain=0.0281747 0.0892422 0.196899 0.144085 0.318019 0.136662 0.190824 0.167558 0.151045 0.138552 0.125548 0.120788 0.0855723 0.082769 0.084489 0.0809421 0.080897 0.0989555 0.0802996 0.0789641 0.190459 0.155345 0.147944 0.189967 0.133524 0.130833 0.125459 0.119829 0.115482 0.168822
threshold=-0.11600999999999999 21.495293572000005 21.197160116700001 93.394346993650018 14.117867417450002 23.302979953550004 23.669449516850005 109.47132661375001 45.673096293200011 16.402744325200004 0.086945000000000022 93.883646373400012 219.29641589930003 22.124753953150002 -0.14143499999999998 19.617375644250004 59.615984903700003 182.72552322705002 0.096845000000000028 38.592454371550012 15.785368822600002 16.605387982250004 3.0760100505500003 22.765858321950002 14.855347092800002 94.031511570550009 -0.042409999999999996 17.005397328400004 202.37225149245003 0.082975000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 9 -1 12 -10 -5 -8 14 15 -13 17 -2 -11 20 22 -21 23 -18 -24 -22 -23 -28 -25 -30
right_child=16 3 -4 11 -6 6 7 -9 10 18 -12 13 -14 -15 -16 -17 19 -19 -20 21 25 26 24 28 -26 -27 27 -29 29 -31
leaf_value=0.058925651935368743 -0.0017229217015968937 -0.078448405703803251 0.096763261480668439 0.070670339875679486 0.051875259039338074 -0.085295894163517239 0.013635299391524164 0.056824866927109169 -0.084138091543547219 -0.10213344776247768 0.034514295162313427 0.014694019948645243 -0.10062803803572173 -0.072583365822669721 0.097540937851196136 -0.07722583021413075 -0.069622253116469399 -0.082685800235004131 -0.0041548027160349379 -0.0019806189084065119 0.089448105855396448 -0.095877529574105294 -0.1008340640044218 0.042705899298138353 0.00075718864247126152 -0.0016813782679939921 0.078262768798963267 -0.066597628947745111 -0.090605605838808709 0.029763046658040755
leaf_weight=0.83961304629247357 0.33745596047083637 0.64214186470417178 0.27448946602271451 0.27610939780424792 0.26431541042984463 0.26863743110334359 0.97882021768805294 0.4656769763532792 0.16104117017403041 0.22664257453106973 0.19984119474247564 0.44414730124162805 0.070245591262391827 0.15141417415270553 0.093360266408126447 0.12214276770964716 0.24244734884882735 0.27316218374471646 0.1325774451252073 12.07173678318895 0.47156253340654064 0.32643592915337649 0.24541968930498104 1.1443843131118567 0.27360766124911606 0.23658351016638335 0.10650717420730949 0.12310758727744542 0.18535629574034818 0.313758300140762
leaf_count=75 20 64 15 21 24 22 381 28 76 43 18 121 75 29 10 96 22 36 15 1189 26 34 75 131 12 36 16 105 31 54
internal_value=-0.000131561 0.00598261 0.0153446 -0.0110054 -0.0404471 0.00865964 -0.00647458 0.00482466 0.0356706 -0.0123702 -0.0184335 0.0135422 0.00598421 -0.00590578 0.00939919 -0.00513212 -0.00222971 -0.037942 -0.0659724 -0.000844367 0.0134204 -0.00436106 -1.32145e-06 0.0130101 -0.0472798 0.0590028 -0.0560399 0.000596098 0.0251999 -0.0149383
internal_weight=21.9627 5.61122 3.61759 1.99363 0.906457 3.3431 2.1426 1.87396 1.2005 1.40829 0.360882 1.08717 1.04907 0.811065 0.65965 0.56629 16.3515 0.610618 0.35922 15.7409 3.11312 12.6278 2.40497 1.88595 0.519027 0.708146 0.556051 0.229615 1.6435 0.499115
internal_count=2900 1113 748 365 88 733 564 542 169 514 94 277 456 256 227 217 1787 56 58 1731 387 1344 325 238 87 62 155 121 216 85
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=16 16 19 23 23 13 6 10 16 22 23 17 18 13 6 6 22 5 10 5 23 13 16 23 16 13 5 16 7 0
split_gain=0.0279149 0.100593 0.0931386 0.0714337 0.0996802 0.0888695 0.0685745 0.125004 0.0675329 0.130049 0.0884384 0.1286 0.0628803 0.0682347 0.0554125 0.0497153 0.0570791 0.0534983 0.132888 0.135196 0.108805 0.155497 0.15895 0.119296 0.255083 0.22102 0.207256 0.184281 0.173499 0.145516
threshold=13.534968349350001 13.039969506900002 11.850956171350001 0.07968500000000002 0.093480000000000021 95.99139754765001 11.125259939900001 80.909147435850016 14.994964935250001 0.13860000000000003 0.091885000000000022 201.96296776225003 13.849588037450003 73.376087754350024 12.26528657645 5.3251244207000008 -0.59309999999999985 20.717225865800003 67.980352286500008 20.837651832150005 0.13062500000000002 111.42314721645 15.794963064500001 0.086355000000000029 19.974953289850003 112.82921081865001 19.731257453750004 22.399947619200002 24.176224535650004 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 3 6 12 -5 -6 7 -2 9 10 11 -4 -1 -14 -8 16 -10 20 19 -19 23 22 -22 25 28 29 -26 -28 -25 -17
right_child=2 -3 8 4 5 -7 14 -9 15 -11 -12 -13 13 -15 -16 17 -18 18 -20 -21 21 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.10091521461257867 -0.10325874609109909 -0.10169241053882308 0.033192175993301348 -0.10084927883628098 -0.10105021511178568 0.053057118318278786 0.10057779344038474 0.056420909897790097 0.099427068522927611 0.062620489654476016 -0.102239260126454 -0.10286888759169924 -0.1016710349744393 0.027137572501491253 0.024714736088267408 -0.08453010728640431 -0.10123197604622353 -0.054755325282294168 -0.075340816146508172 0.00052474975219533935 0.080280145632046301 0.10104962969001996 -0.10142967316862771 0.046504995439024567 -0.091494857280775346 0.058142717436817516 0.033642638032663645 -0.060051584064844746 -0.0054651653879834476 0.0090462326485379763
leaf_weight=0.046453881849177092 0.081247379966955857 0.12020207854993703 0.18305228629106096 0.1599226282534687 0.053056549302368694 0.12697255025977938 0.20340401376597583 0.12361886266080546 0.016946685558650643 0.11690254380255283 0.21976717680081492 0.11194991306911106 0.043834507795395439 0.66556417810943458 0.18282242605891952 0.18087589729111897 0.086713903159650552 0.46256308944429925 0.2521219784975991 10.154874213285437 0.091337939375080057 0.28119902312755585 0.10178585076937452 0.90109924375428851 0.52652617148123659 0.99468651792267326 0.43581616040319204 0.40499378042295575 2.2373231440942618 2.045256708162924
leaf_count=62 17 64 56 240 103 25 15 30 3 14 48 32 69 237 37 22 117 18 73 901 14 12 26 62 34 54 19 24 266 206
internal_value=-0.000132257 -0.0148512 0.000745244 -0.00532528 -0.0433963 0.00764 0.039861 -0.00690604 -0.000422143 -0.0325938 -0.0542167 -0.0184414 0.0117975 0.0191784 0.0646676 0.00063772 -0.0684277 0.00101314 -0.00358746 -0.0018836 0.00711082 0.0535997 -0.01549 0.00425693 -0.0062486 0.0189536 -0.0422961 -0.0114872 0.00945643 0.00144304
internal_weight=21.6129 1.21601 20.3969 1.0958 0.339952 0.180029 0.591093 0.204866 19.8058 0.631672 0.514769 0.295002 0.755853 0.709399 0.386226 19.1741 0.103661 19.0705 10.8696 10.6174 8.2009 0.474323 0.193124 7.72658 4.50576 3.22082 1.36734 0.84081 3.13842 2.22613
internal_count=2900 800 2100 736 368 128 99 47 2001 150 136 88 368 306 52 1851 120 1731 992 919 739 52 40 687 405 282 77 43 328 228
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=9 3 13 21 7 15 18 16 15 0 18 17 6 23 23 18 15 12 5 3 10 7 23 21 21 21 13 13 6 19
split_gain=0.0256726 0.0597571 0.0720551 0.0467726 0.0561962 0.0624841 0.038405 0.0680121 0.105854 0.0596057 0.103153 0.101649 0.102201 0.110963 0.0889509 0.0549772 0.0600994 0.0517366 0.0505522 0.121605 0.102914 0.0980456 0.0628715 0.052923 0.198878 0.142118 0.107751 0.354001 0.138561 0.13051
threshold=37.256168974800005 66.676450093250011 96.209162656250015 20.770927814650005 23.875242364300004 5.4774945026000008 17.327266398450003 17.654958715000003 23.214301336750001 98.615332683000005 15.008481731450003 205.32027903760002 12.26528657645 0.11467000000000002 -0.24701499999999998 17.484317143600006 20.310401204950004 232.70218114660003 16.316541761950003 84.062708822850013 75.645146416450004 20.778835947700006 0.092425000000000021 5.7087410616000005 5.2714636949000004 5.7942671277000013 117.55283175385001 117.38883580790001 16.455384477450004 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 -1 3 4 -3 -6 9 8 15 18 -11 12 14 -14 -12 -8 -17 -13 19 22 23 -21 -2 24 -20 -25 27 -27 -29 -28
right_child=6 2 -4 -5 5 -7 7 -9 -10 10 11 17 13 -15 -16 16 -18 -19 20 21 -22 -23 -24 25 -26 26 29 28 -30 -31
leaf_value=-0.10061167692340496 0.061165747633127265 0.047973430342668301 -0.10122671016486287 0.10029521732178295 0.10068205279633463 -0.10031992598890618 0.09319634891631326 0.1005485496900175 -0.10104401377798199 -0.10131600335841429 -0.081218485939468843 -0.10148876880230957 -0.10129893865213764 0.02927218888881937 0.030549654183048794 0.022968535484948385 -0.10090565029231423 0.015247406630584047 -0.00057280147176646862 0.076146256006134658 -0.071282640309821996 -0.10151701487467589 0.0038726534606631337 0.084775207469654126 -0.058387782414918023 0.012870448312610076 -0.015612676135405465 -0.02292845846101256 -0.086042189711568004 0.032918434917224515
leaf_weight=0.083319922633736776 0.49725385831335245 0.10042301441353629 0.062658006223045959 0.054838494397699833 0.019434733316302299 0.075728346684627468 0.099616447459992652 0.097710063215345144 0.074501480270555476 0.14119804924848622 0.079059870984565128 0.16345681590064476 0.16976244794568629 0.10555362822196912 0.71674779535055677 0.41111531369870136 0.043290096866257954 0.049451010199845769 8.7197171196626222 0.041846405656542629 0.2013053764394489 0.1205323961276008 0.31153433442523237 0.22546134367439563 0.63855588947490183 3.6129320805048319 0.75607207181747105 1.0347003279784983 0.52401877515922013 2.07451026797753
leaf_count=197 39 28 67 7 1 96 15 8 22 51 23 72 45 14 178 229 18 19 793 5 25 63 41 15 57 470 78 56 40 128
internal_value=-0.000137745 -0.0253487 -0.00531911 0.0186776 -0.00420632 -0.0592702 0.000340195 0.0229335 0.0108675 -0.00047274 -0.0201879 -0.0112666 0.00127745 -0.0512392 0.019446 0.0259166 0.0111673 -0.0743751 0.00102518 0.0232419 -0.000187831 -0.0557317 0.0390972 0.000625986 -0.00451777 0.00647655 0.0042705 -0.00431424 -0.0441464 0.0199554
internal_weight=21.3063 0.396403 0.313083 0.250425 0.195586 0.0951631 20.9099 0.726233 0.628523 20.1837 1.42523 1.28403 1.07112 0.275316 0.795808 0.554022 0.454405 0.212908 18.7584 0.971167 17.7873 0.162379 0.808788 17.586 9.35827 8.22769 8.00223 5.17165 1.55872 2.83058
internal_count=2900 396 199 132 125 97 2504 292 284 2212 402 351 260 59 201 262 247 91 1810 148 1662 68 80 1637 850 787 772 566 96 206
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=15 7 20 20 18 17 7 20 4 17 17 9 19 16 18 18 5 6 21 5 23 22 5 21 21 9 5 3 6 22
split_gain=0.0254846 0.119034 0.0788684 0.035155 0.0939468 0.188033 0.182986 0.283311 0.138504 0.124269 0.151149 0.130295 0.150053 0.103639 0.229684 0.154818 0.146401 0.256225 0.143844 0.133341 0.12673 0.132159 0.116386 0.108405 0.17383 0.163403 0.150566 0.165996 0.232776 0.133769
threshold=46.574831689400007 23.539316666200005 42.428475018400007 42.178283198950005 13.316069313700003 191.55545126530004 23.124786352450005 38.441102963850007 185.29521033610004 184.59783591905003 182.28951942140003 186.67271206880002 14.451165964200003 22.604947139800004 13.5308213324 13.482409244300003 21.324133279950001 16.335381673600001 13.296557277800002 23.052327720550004 0.11467000000000002 0.15675000000000003 18.310380701750002 8.8712712239000009 10.738578069800001 204.17620834730005 20.361635946650004 86.302194445500007 14.815346158200002 -0.030145000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 9 7 8 -6 10 -1 -11 -13 15 -15 -8 18 -18 20 -16 21 23 -23 26 -25 -26 27 28 29 -17
right_child=1 2 -4 -5 6 -7 13 -9 -10 11 -12 12 -14 14 19 16 17 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.010267344552649471 -0.082595851609814058 -0.030526261275160269 0.061903036812007685 -0.005565554887481455 0.088081673768050997 0.083975958978592335 0.069990085431000382 -0.079902219666116839 -0.023346287830490232 0.056925711387471795 -0.062565051216602122 0.026959399040381402 -0.034675301978643762 -0.036289302837125573 0.084122273895761032 -0.011388185114795644 -0.094941280142179257 0.0049558884084299551 -0.072603188849930111 0.0055186855163095157 0.055142337701572702 -0.012561239943883777 -0.10448031381621788 -0.10466320408561949 0.062297280619799347 -0.063149237612005055 0.083878260039762828 -0.038954830364434416 0.06999420982921685 0.043199173974060319
leaf_weight=0.75811248717582846 0.20250955683877592 0.1972316990577383 0.17355056767701171 6.6064585356568832 0.18514029433344947 0.36957453787908878 0.28906353190541079 0.69311205524263642 0.28064532733219494 0.74562619209973524 0.45653311835849308 1.2373463209951294 0.58021938827005204 0.38432447440572992 0.59410964843118563 1.7845854850407947 0.46088199377118122 0.57969508896348998 0.25161605542098175 0.33893179500591941 0.45727909531541389 0.41545744080946168 0.20607552779256366 0.21778700813831608 0.2292258447232598 0.18981824517777568 0.27329524012748141 0.64891232030186063 0.64653493888908986 0.59980687494999063
leaf_count=196 87 27 18 1159 12 16 9 56 39 34 31 52 28 24 38 418 48 29 63 21 67 117 16 42 26 26 29 36 41 95
internal_value=-0.000143683 -0.0209385 0.0127367 0.000438418 0.00329742 0.0158991 -0.0020761 -0.03937 0.0209441 0.00923939 -0.0171072 0.0217245 0.00728383 0.00296857 0.0287706 -0.00171979 -0.00469763 -0.0392896 0.00138229 0.0555691 0.00466624 0.000237249 -0.0430379 0.00609719 -0.0321922 0.00547262 0.0122654 0.00694688 0.0167743 0.00234356
internal_weight=21.0535 0.573292 0.370782 20.4802 13.8737 4.14741 9.7263 1.1589 0.465786 3.77784 1.21465 2.56319 1.81757 8.5674 1.31737 7.25003 6.96097 1.04058 5.92039 0.933041 5.66878 5.2115 0.621533 4.58997 0.636831 0.419044 3.95313 3.67984 3.03093 2.38439
internal_count=2900 132 45 2768 1609 357 1252 107 51 341 227 114 80 1145 83 1062 1053 77 976 59 913 846 133 713 94 52 619 590 554 513
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=23 23 6 19 5 3 15 13 17 22 18 7 2 20 6 9 17 22 16 16 16 3 7 18 7 22 7 20 21 17
split_gain=0.0252974 0.187441 0.184925 0.181425 0.111693 0.105605 0.0850251 0.115004 0.0820178 0.147765 0.162943 0.142666 0.163151 0.151425 0.148042 0.130728 0.130523 0.112878 0.160378 0.288454 0.192571 0.189738 0.21308 0.13731 0.105972 0.153842 0.157258 0.0919725 0.162935 0.08008
threshold=0.088565000000000019 0.091385000000000022 16.015374196650004 14.351157895250003 18.895511665650005 93.82450029455002 26.135540888150004 101.9194477253 193.01551328760004 0.11529000000000002 13.5308213324 25.543847821650001 114.43237721760001 41.24714903835001 16.265380038000004 195.29234479735001 199.55131508320002 0.049615000000000013 22.614947116400003 20.784951395750003 19.134955254150004 93.249170254600017 22.765858321950002 12.933745112000002 24.472706336050003 -0.59087999999999996 26.038885134450002 39.995120105550008 3.5085246469500002 179.88087463185005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -4 7 -2 17 10 -10 12 15 -14 -15 -12 -11 18 19 20 24 -20 23 -23 29 -26 -27 28 -19 -3
right_child=1 8 5 -5 -6 -7 -8 -9 9 16 11 -13 13 14 -16 -17 -18 27 21 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0034090143158544898 0.019309210969566185 0.0010687482635645229 -0.090597486874062924 0.10142716019439176 -0.080521511974711191 -0.015723409630160161 0.046331241827832492 -0.10463812574944986 -0.073976944967823907 0.064333774300187468 0.0048184696414830183 -0.063901013272243831 0.049369556371613083 0.024537319547327914 -0.051747161137332021 -0.086834917981750415 -0.019127842490876616 -0.068865176195967479 0.062866982430249074 0.070944431133863797 -0.10613965007536313 -0.044947853810428672 -0.085859203393877315 0.029233749562618639 0.05424778740530263 -0.09198329095569853 0.044398399818365755 -0.10592197797594526 0.076736623948581731 0.080199687943576722
leaf_weight=10.21877897002628 0.18028497325690185 0.21532822626977421 0.58330562629271299 0.14323366759344935 0.22465420315745632 0.27822437869508576 0.24989651527721435 0.12801130255684257 0.43839664830011349 0.4711099027244926 0.29569234221708107 0.3986204652180162 0.77260341698638502 0.57557815572363302 0.45589855907019228 0.32852439401176525 0.31111895040476156 0.17990710911766417 0.32521395559888322 1.1095725506747838 0.14739135362469813 0.40012256138470526 0.3808681954142229 0.66294246455890971 0.2196762841485902 0.27496796234936527 0.12208732136741673 0.13283345872957852 0.13417721151290607 0.31493669464566665
leaf_count=1790 62 40 30 5 35 36 25 11 29 29 19 163 69 44 25 45 36 29 14 53 10 37 39 37 22 49 39 35 17 26
internal_value=-0.000129269 -0.00358755 -0.033071 -0.00204885 -0.0209813 -0.0664175 0.00298161 -0.0321564 0.00249316 -0.00789963 -0.0172514 -0.00845447 0.000647438 0.0158944 -0.00917937 -0.0434186 0.0311383 0.0115981 0.0167134 0.0335309 0.00145927 -0.00613865 -0.0216806 0.00131285 0.015286 -0.0128987 -0.0500484 -0.0361655 -0.00666391 0.0480665
internal_weight=20.674 10.4552 1.78761 0.926081 0.782847 0.86153 0.558193 0.308296 8.66757 4.04754 3.26531 2.82692 2.4283 1.80408 1.03148 0.624217 0.782229 4.62003 4.17311 2.40396 1.29439 1.76915 1.44393 1.06307 1.147 0.616732 0.397055 0.446918 0.314084 0.530265
internal_count=2900 1110 204 138 133 66 98 73 906 459 394 365 202 138 69 64 65 447 366 239 186 127 113 74 176 110 88 81 46 66
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=6 21 18 12 16 7 20 10 4 9 13 7 18 22 20 9 9 9 17 9 20 6 18 22 8 17 20 13 7 20
split_gain=0.0244764 0.075372 0.0467305 0.0706783 0.0619684 0.0646166 0.0563585 0.100707 0.0442085 0.0834031 0.0531427 0.0423319 0.0404108 0.0891277 0.0517629 0.0453941 0.0779269 0.0686876 0.0862628 0.0695363 0.147817 0.155605 0.0809864 0.0640564 0.0636349 0.0601373 0.0490422 0.115676 0.210415 0.0994294
threshold=3.6650856341500009 18.904039828500004 16.873483924050003 171.05377706560003 11.599972874200001 20.562096111400006 44.710446918150005 88.436830201100022 371.16724128940001 168.38751595285004 95.99139754765001 24.101221167900004 16.402557800150003 -0.074434999999999987 41.941595803500007 223.24918598180003 219.38617924735004 215.80505313260002 203.35246479535002 210.97856947250003 41.66248410610001 14.925348728400001 16.083212871900006 -0.088514999999999996 9.0429429770000009 192.70224472390001 36.625813070500008 113.96105169155001 22.765858321950002 37.020641110850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 5 -2 7 8 10 -10 -5 -1 15 14 -14 16 17 19 -19 22 21 -21 26 -18 -17 -24 27 28 -6 -28
right_child=2 -3 3 6 12 -7 -8 -9 9 -11 -12 -13 13 -15 -16 24 23 18 -20 20 -22 -23 25 -25 -26 -27 29 -29 -30 -31
leaf_value=0.038855120823057004 0.02488125788545606 0.036597353375430727 -0.10088034145591228 -0.012748366422126005 -0.074687511916159022 -0.10122900396033184 0.096207588102457969 -0.10058506292489562 0.079586240201857561 -0.060085138648171055 0.065717301478118592 -0.10045256143449262 -0.034923448203920612 -0.078661659213561885 0.055194941016573733 0.071778911361351463 -0.00045983596968350549 0.070433981768538573 -0.020694509590936105 -0.056397575462124629 -0.083786032070794714 0.03827209671929141 0.098795711002784212 -0.10012848725082207 -0.0062769581905240028 0.010493083736129234 -0.048118300600444149 0.068455764965367247 0.026517360888693099 -0.00014698287755685686
leaf_weight=0.026480621295834506 0.061199063223745465 0.098677502654027194 0.043898879364177357 0.11336334641509893 0.27094270330055781 0.12088313157198627 0.10939866164699197 0.063985023531472507 0.06632552266910352 0.12029386613721726 0.36174979551287834 0.1237536144270166 0.12803003021326731 0.20468313808305438 0.12692307762335986 0.21071393432066443 0.11867614934817539 0.29888742560387882 0.15920717088738456 0.29595932645315659 0.30718009378870192 0.42002065223277896 0.14477608344895898 0.14120965820984466 0.20709399541374296 0.16505200304527534 0.44567256695154256 0.34246860077610097 0.84969015433671302 14.1535406975604
leaf_count=18 24 20 71 46 58 127 10 110 12 39 52 300 33 39 10 21 19 37 25 43 46 32 12 27 26 30 30 69 92 1422
internal_value=-0.000135394 -0.0313008 0.000251475 0.0227974 -0.000782187 -0.0588425 0.0292987 0.0192124 0.0307961 -0.0104452 0.0469952 -0.0758979 -0.000225508 -0.0295156 0.00994011 0.00050099 -0.0002507 0.000540663 0.038763 -0.000465898 -0.0257572 -0.000860803 0.00111465 -0.0546151 0.0330891 0.051755 0.000137846 0.0175924 0.0020484 -0.00161141
internal_weight=20.3007 0.248912 20.0518 0.879015 19.1728 0.182082 0.835116 0.725718 0.661733 0.186619 0.475113 0.150234 18.9907 0.459636 0.254953 18.5311 18.1133 17.8534 0.458095 17.3953 1.02316 0.71598 16.3721 0.259886 0.417808 0.309828 16.0623 1.4631 1.12063 14.5992
internal_count=2900 338 2562 340 2222 151 269 259 149 51 98 318 2071 82 43 1989 1942 1896 62 1834 121 75 1713 46 47 42 1671 219 150 1452
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=5 5 3 16 2 16 0 5 23 9 23 20 21 22 8 8 6 22 7 20 10 16 16 8 0 8 5 13 15 5
split_gain=0.023422 0.099642 0.162704 0.154777 0.180941 0.148382 0.114505 0.0884595 0.0756754 0.180623 0.14125 0.072951 0.207055 0.274342 0.314185 0.290272 0.245286 0.193503 0.185553 0.236811 0.152899 0.152225 0.132178 0.148219 0.114008 0.113613 0.115163 0.149762 0.110892 0.0940778
threshold=20.717225865800003 21.197160116700001 88.727183679150016 22.564947233300003 113.75184116810001 22.634947069650003 89.738043936200015 20.569643378550001 0.12064000000000002 192.53043113735001 0.11263500000000003 42.178283198950005 7.4080080539000006 -0.071129999999999985 9.3427090425500019 8.543332867800002 16.505385645700006 -0.01762 23.724432465350002 43.45354240915001 62.014663695050011 22.654947022900004 22.714946882600003 8.2435668022500028 86.20003303655001 8.543332867800002 21.564786815050002 117.38883580790001 41.863529088250004 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=7 3 -3 4 -2 -5 8 -1 10 -10 11 12 13 14 29 20 24 -18 19 22 21 -15 23 -13 -14 26 -21 -28 -20 -4
right_child=1 2 6 5 -6 -7 -8 -9 9 -11 -12 18 16 15 -16 -17 17 -19 28 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017707466677606089 0.09458755920170353 -0.065644821570347622 0.032949373710642958 -0.081696443112005745 -0.025606339510890988 -0.0090329148420684995 0.053869614439654628 0.058279989019764999 0.040978711197549887 -0.073470632930467697 0.072210660505846638 -0.018168567503627726 0.090456380129005462 -0.051160992202401417 0.051971277487653282 -0.035465024563807061 -0.094203939643294696 0.047947363163436195 0.070136838652040664 0.10141031450002136 0.095816712337055965 0.065800933023060282 0.032832783524405357 -0.10071875089915597 0.026360522602379033 0.069796209189647712 0.012188918019004817 -0.080351490646224155 -0.0032151648565738053 -0.079245446879318657
leaf_weight=9.2543572070459277 0.1969578480347981 0.35351165807696716 0.081800338952231266 0.58728972275275715 0.34400642011314631 0.53889554750639945 0.43007712467806491 0.28556453871351628 0.21296324174909376 0.39119241133266769 0.28901816464167485 0.33255414486575385 0.63678818484186173 0.1983158612633813 0.27431168407929363 0.55417647460490116 0.21130861224810349 0.17512133955369791 0.36694627866381768 0.083553413547633459 0.47277816461973998 0.25353010871913284 0.13699481129879132 0.62869752652113675 0.49185189860872924 0.22772070416249335 0.46814331400310039 0.27916483600711217 0.47017755058186594 0.86566583463672941
leaf_count=1756 7 83 7 22 44 26 27 22 17 41 21 74 29 31 24 46 23 26 12 3 37 17 14 81 19 18 119 44 33 177
internal_value=-0.000128688 -0.00337476 0.000833936 -0.0258083 0.0181546 -0.0469259 0.00358812 0.00346227 0.000919288 -0.0331275 0.0036624 0.000914445 0.0093916 -0.00720802 -0.0422732 0.0217627 0.0389801 -0.0297842 -0.0110219 -0.0265314 0.0560623 0.0144662 -0.059063 -0.0721597 0.0625239 0.00721916 -0.00993183 -0.0223805 0.0289381 -0.069559
internal_weight=20.0934 10.5535 8.88636 1.66715 0.540964 1.12619 8.53285 9.53992 8.10277 0.604156 7.49862 7.2096 4.21565 2.70058 1.22178 1.4788 1.51507 0.38643 2.99395 2.15683 0.924624 0.451846 1.09825 0.961252 1.12864 1.05858 0.830862 0.747308 0.837124 0.947466
internal_count=2900 1122 1023 99 51 48 940 1778 913 58 855 834 436 339 208 131 97 49 398 353 85 48 169 155 48 184 166 163 45 184
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=22 6 9 22 13 13 15 9 22 22 22 15 15 19 5 9 6 9 8 0 10 20 7 17 23 16 19 2 6 18
split_gain=0.0237211 0.031063 0.0301878 0.0705037 0.0440135 0.0502866 0.0641627 0.0357474 0.049299 0.0782602 0.057426 0.0726611 0.0397267 0.120094 0.136663 0.136603 0.128298 0.122528 0.0823714 0.0813736 0.233958 0.101145 0.0850332 0.234155 0.112414 0.0747244 0.188322 0.155718 0.157485 0.101826
threshold=0.68694500000000025 11.125259939900001 37.256168974800005 -0.156745 96.209162656250015 92.138837046750012 7.2024861368500011 53.944017839150007 -0.24103499999999997 -0.60414999999999985 -1.0000000180025095e-35 32.393814985100008 23.900317844600004 12.651020723000002 16.579584939650001 184.56123852025004 14.055328400500002 68.670253264700008 5.9453602998000008 96.055920542800024 71.090898343450007 36.625813070500008 24.199020305550004 189.90635174060003 0.089850000000000027 19.214955067100004 13.751109481500002 159.92742394165003 14.925348728400001 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=2 -2 3 4 5 6 -1 8 9 -4 -10 -12 13 14 16 18 -9 -16 -15 20 25 -22 -21 -24 -25 27 29 -14 -29 -27
right_child=1 -3 7 -5 -6 -7 -8 12 10 -11 11 -13 19 15 17 -17 -18 -19 -20 22 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.087426043967864506 -0.0010296211560053981 0.074414090483747058 0.083396792098209702 -0.088038952181258331 -0.10175500401658236 0.084385488376185036 -0.08804360137059164 0.0016095602204672446 0.057722468843155017 -0.10151570004652483 -0.10053616578951022 0.10093363680539957 0.041207621182457056 -0.033800946381633633 0.0047248088159655283 -0.085392956024036459 0.080320723913939393 -0.10258335181323833 0.084584325196919635 0.084402195095560392 0.032288985531741803 -0.10138678728323383 -0.10266478259824861 0.053936352257593773 -0.012260460774160341 -0.012814078633015364 0.00096740475588853465 -0.1023145021731789 0.026025994335586639 -0.10293828063703443
leaf_weight=0.032664061642663 0.12297908232767341 0.098118142137536779 0.035040690450841794 0.12940427006839783 0.031656996317906305 0.079982278726674849 0.057563710356816955 1.2128127761765228 0.35185637139693426 0.065994816879538121 0.055294429107564436 0.026471022516489029 1.1068684823608244 0.16710412880001957 0.21122357578133222 0.40268168062084442 0.24972457299008954 0.21442730419278178 0.090660208588815294 0.19894842256326128 0.068791257770499992 0.31946600168885197 0.15125883372093074 0.70823823897808302 0.40222629904383211 0.23264723218744521 12.205808799259101 0.17602518009516632 0.2092951061263193 0.27186242402240168
leaf_count=25 28 16 8 239 15 21 86 361 69 45 95 1 130 103 78 121 13 120 10 11 14 88 36 79 71 41 843 57 44 32
internal_value=-0.000119789 0.0324507 -0.000489728 -0.030419 0.00651745 0.0266548 -0.0245205 2.84257e-05 0.025522 -0.0373852 0.0401796 -0.0353117 -0.000704384 -0.0123025 0.000535684 -0.0490063 0.0150493 -0.0493331 0.00783722 0.00113715 -0.00111564 -0.0777022 0.0236405 0.0140596 0.0299589 0.000978021 -0.0015073 0.0221477 -0.0326036 -0.0613788
internal_weight=19.6871 0.221097 19.466 0.331271 0.201867 0.17021 0.0902278 19.1347 0.534657 0.101036 0.433622 0.0817655 18.6001 2.54863 1.88819 0.660446 1.46254 0.425651 0.257764 16.0514 14.5908 0.388257 1.46067 1.26172 1.11046 14.2025 12.7103 1.49219 0.38532 0.50451
internal_count=2900 44 2856 386 147 132 111 2470 218 53 165 96 2252 806 572 234 374 198 113 1446 1249 102 197 186 150 1147 916 231 101 73
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=22 21 23 2 22 20 21 23 2 16 6 16 17 23 17 23 21 22 16 22 5 21 6 17 17 17 23 20 20 17
split_gain=0.023805 0.0753166 0.17594 0.100652 0.11671 0.0981211 0.123283 0.121556 0.109697 0.197104 0.109424 0.129283 0.108536 0.0819382 0.101393 0.0939189 0.0951685 0.114063 0.0860288 0.0758669 0.135836 0.072868 0.087407 0.0712542 0.206837 0.175431 0.195701 0.148298 0.189775 0.12518
threshold=-0.11600999999999999 8.5501791199000028 0.09310000000000003 133.77145172410005 -0.156745 41.134354310300004 3.8005420560000007 0.079785000000000009 101.83220382945002 22.594947163200004 14.855347092800002 9.744977212000002 182.52313421500003 0.093480000000000021 187.73134645290003 0.085715000000000027 2.2033311313000001 -0.22089 19.559954260300003 -0.50001499999999999 16.892865140250006 12.749485150050001 16.015374196650004 188.16174763880002 190.02287710315002 191.40027208745002 0.097615000000000021 42.448133449100006 44.269496632500008 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 5 3 -3 21 6 13 12 -8 10 11 -10 -7 15 -15 16 17 -1 -16 20 -9 22 -5 27 -25 26 -26 -2 -29 -30
right_child=23 2 -4 4 -6 7 8 19 9 -11 -12 -13 -14 14 18 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.080245275036145425 -0.0031504901641791387 0.058928699345384521 -0.0729285999654911 -0.10131692330923026 -0.084617345474623254 0.020706715523577279 0.0784964730936481 0.063636180232411771 0.094397554151868332 -0.10611211877959698 0.098217913897049203 -0.10163954851933199 -0.085963670895188304 0.049734766959581379 -0.10138595734764816 -0.10057991894054788 0.075367464894669528 0.050892231935794723 0.020720965083731793 0.06379896824276321 -0.078884302383697605 0.032734712833797371 0.029221311307381561 0.04026970125940036 -0.072099921980662798 0.0013702733329684269 0.027568753324537627 -0.087424153481394304 0.046449491584138046 -0.10654042791223116
leaf_weight=0.23508582451319138 2.7202526630880182 0.27843684964682303 0.36808831388543684 0.10889643628433976 0.16922458343015034 0.31088531411296561 0.28709025406715216 0.15847582881769995 0.056449758669714356 0.12662478038691916 0.16275147426949843 0.083257316928211367 0.13760802393608174 0.26732213290870277 0.11617460090621989 0.21242353301136063 0.085252793250219838 0.092395895408575179 0.11462904908694327 0.87256212421925716 0.11569641719688661 0.42221504499320872 0.096972212764740107 1.2411112108065925 0.68813489133662997 8.7825733106871819 0.27602801718603587 0.53075270318515766 0.23502556277685471 0.06923762300357339
leaf_count=119 368 35 65 70 83 93 28 30 16 11 15 30 71 25 43 51 25 62 8 78 17 107 31 104 57 989 23 151 86 9
internal_value=-0.000132864 0.00591186 -0.0132521 0.00716738 -0.0109088 0.0139678 -0.00177218 0.0321176 0.03065 -0.00136298 0.0424904 -0.0224292 -0.0120222 -0.0224437 0.0078132 -0.0465523 -0.0187457 -0.0432461 -0.0407413 0.0493809 0.00349476 0.00895055 -0.0398283 -0.00216058 0.00182101 -0.0030749 -0.043566 -0.014466 -0.0513288 0.0116354
internal_weight=19.4216 4.87852 1.44383 1.07575 0.797308 3.43469 1.83946 1.59523 0.716174 0.429083 0.302459 0.139707 0.448493 1.12328 0.498126 0.625158 0.412735 0.327482 0.230804 1.14673 0.274172 0.628084 0.205869 14.5431 10.9878 9.74674 0.964163 3.55527 0.835016 0.304263
internal_count=2900 1113 391 326 291 722 433 289 100 72 61 46 164 333 76 257 206 181 51 125 47 208 101 1787 1173 1069 80 614 246 95
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=18 18 21 23 21 21 22 22 5 3 0 7 20 22 7 18 20 18 18 19 18 7 16 23 6 18 18 16 9 20
split_gain=0.0246427 0.0980672 0.0903505 0.105401 0.10401 0.0873089 0.0748984 0.0732075 0.11081 0.0687425 0.10007 0.0593867 0.175753 0.243 0.223658 0.225273 0.109855 0.0899061 0.149174 0.10242 0.101965 0.120529 0.1579 0.132607 0.0896754 0.190058 0.218104 0.215937 0.188378 0.150462
threshold=12.903279561150002 12.868666868750003 16.464809133250004 0.11048000000000002 11.702496363450001 5.1084261806000013 -0.016334999999999999 0.11529000000000002 34.084463989350006 94.92945658615001 85.253695774650012 22.597569836950004 41.840895355800008 -0.065399999999999986 22.535351262400003 13.138633165750003 45.90502654165001 13.057710350500001 13.197799034350002 14.351157895250003 13.278511569200001 23.124786352450005 22.554947256700004 0.10236000000000002 16.515385879350003 13.482409244300003 13.5308213324 22.614947116400003 199.21354841250005 41.621607100200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7 10 -2 12 13 -12 15 -14 -17 -13 19 -19 -20 22 23 -22 25 -23 -27 -28 -29 -30
right_child=9 -3 -4 -5 -6 7 -8 -9 -10 -11 11 17 14 -15 -16 16 -18 18 20 -21 21 24 -24 -25 -26 26 27 28 29 -31
leaf_value=0.04470404455918426 0.062269631695880616 -0.066825966907521336 -0.10196789484677025 -0.054619620608942404 0.076289750240897056 -0.079335969907156037 -0.051178097418636742 0.069590586659117437 0.074627987998680062 -0.064918231069601165 0.091394196459470625 0.042112732432372818 -0.080889725631900902 -0.022558275195705454 0.082770645713471092 0.052251886590775343 -0.031323608464767984 -0.089667483075489343 0.036303469688132244 -0.017700433889364386 0.019430663529755629 0.052723539786955688 -0.077656070061689494 -0.066284557158389698 -0.033016292355274167 -0.10612706699671302 -0.0038210999401687932 0.1003865162917401 0.061375388959848953 -0.026069279484412067
leaf_weight=0.45483366787493618 0.26771768630215476 0.27025211221007328 0.084359610928913642 0.24856798795008206 0.2367190352470061 0.2707949138323329 0.099247076782378874 0.057496714485750999 0.056498497182701612 0.15673412606156389 0.54440598412656982 0.4559739149917722 0.43938407314089978 0.28515798654189284 0.23001201760780521 0.32971339077084849 0.30072205726037282 0.30693040760161139 0.7162802272796388 0.55592792083371023 0.61628490533985203 0.72202472502249015 0.46856381699763006 0.25524039030642598 0.731199881294743 0.19140373452682879 8.5892333536980328 0.37523441735538543 0.36599906720221043 0.42556814081035554
leaf_count=108 20 24 24 22 42 105 45 10 16 93 40 37 36 29 16 64 113 32 40 36 67 39 43 17 61 10 1631 22 29 29
internal_value=-0.000142576 -0.0113516 -0.00141329 0.00454303 0.0170524 0.00211685 0.0275296 -0.0344764 -0.0527582 0.00100795 0.00160964 0.000649008 0.0162618 0.0522237 -0.0066893 -0.0259233 0.0123858 -0.00160101 -0.00299294 -0.0433001 -0.000408465 -0.0024724 -0.0308416 -0.00567244 0.000862258 0.00318402 -0.000411752 0.00166228 0.0420273 0.0143627
internal_weight=19.1085 1.77877 1.50852 1.42416 1.17559 0.938871 0.554081 0.38479 0.327293 17.3297 17.173 16.9053 2.1294 0.829564 1.29983 1.06982 0.630435 14.7759 14.3199 0.862858 13.457 12.7408 1.34009 0.871525 11.4007 10.6695 9.94744 9.75603 1.1668 0.791567
internal_count=2900 396 372 348 326 284 153 131 121 2504 2411 2391 298 69 229 213 177 2093 2056 68 1988 1948 127 84 1821 1760 1721 1711 80 58
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=19 13 5 5 7 17 23 4 13 22 12 10 20 12 6 20 10 13 13 13 23 18 0 0 21 10 21 6 21 0
split_gain=0.0254641 0.0485399 0.0375129 0.0874957 0.0778848 0.0755421 0.0581184 0.122383 0.076886 0.110238 0.0572807 0.0698002 0.0561382 0.0504232 0.0856459 0.0871282 0.0637146 0.132603 0.0707514 0.0845222 0.0604323 0.060964 0.0577804 0.304568 0.200445 0.114155 0.0830168 0.210859 0.109144 0.106588
threshold=14.651182102100002 117.60660091645001 23.721757872050002 23.524801812050004 24.225158517200004 199.88268747760003 -0.11050499999999999 375.86663358980007 117.67112391160002 -0.23361999999999997 334.2285027451 62.116825104000007 40.742467179200005 58.770113158150004 16.635388683200002 38.771633980050005 61.767325547050007 117.72489307420001 117.69263157665002 117.68187774410002 -0.27223499999999995 14.445615684650003 85.807518149550006 86.001087134900004 6.5006332158500006 61.960894532450006 13.524097011650001 16.435384010100005 12.953111773950001 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=2 -2 3 13 5 6 7 -4 9 -8 11 -11 -10 -1 16 -16 -15 18 19 20 21 -18 24 -24 -22 -25 28 29 -27 -28
right_child=1 -3 4 -5 -6 -7 8 -9 12 10 -12 -13 -14 14 15 -17 17 -19 -20 -21 22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.065202616367614721 0.039503709396140715 -0.012448130883536326 0.039980180668998541 0.05498746881860226 -0.082800062297185437 0.059427976327616538 0.052799744972021445 -0.10151712079140181 -0.031269575460226476 -0.10184284704191003 0.02531151027693164 -0.010338602679210912 0.042548054693345973 0.076306073628870291 -0.0032109126361773406 -0.1027406804304276 -0.10375790574660537 -0.076795310692361479 0.057952738902012427 -0.075005048302666924 -0.040002511515090329 0.0093330570863393077 -0.083020281721250422 0.062395451826221283 0.045609471354789717 0.0022601468091364139 0.1008965283249304 -0.10038021994470872 0.080059353497698604 -0.012358816406625502
leaf_weight=0.11643452499993934 0.43518603834672731 0.30651438557470101 0.35535528571358543 0.29076930479641383 0.15356895357763267 0.14953384652153534 0.087746422144845959 0.073824509814585326 0.20909840232343413 0.35190026620648418 0.057956712053510273 0.10924190150126378 0.20308509875758318 0.10940820210452962 0.1890561242107659 0.16446790701911596 0.1097884880737191 0.22319324733689505 0.21390997245907861 0.14862241386436004 0.38207493303001772 0.084242771550862017 0.4324842324713235 0.30848951172083516 0.96220544731113478 11.110572764791922 0.091809610836206756 0.27833235147409141 0.18329797360274902 0.87571701265812862
leaf_count=8 30 31 174 32 22 15 38 21 30 148 16 44 38 20 20 26 26 11 8 6 38 43 29 15 40 1663 4 20 30 254
internal_value=-0.000124941 0.0180341 -0.000872109 0.000624338 -0.0147785 -0.00824057 -0.0152276 0.0156408 -0.0282284 -0.0508663 -0.0683896 -0.080166 0.00510078 -0.00036459 -0.000845712 -0.0495146 0.000263315 -0.00027676 0.000848187 3.2077e-05 0.000784637 -0.0546571 0.00152019 -0.000479568 0.0212766 0.00229884 0.000820402 -0.0236773 0.00352282 -0.0016119
internal_weight=18.7679 0.7417 18.0262 16.2749 1.75131 1.59774 1.44821 0.42918 1.01903 0.606845 0.519099 0.461142 0.412184 15.9841 15.8677 0.353524 15.5141 15.4047 15.1815 14.9676 14.819 0.194031 14.625 13.2807 1.34428 12.8482 12.5397 1.24586 11.2939 0.967527
internal_count=2900 61 2839 2293 546 524 509 195 314 246 208 192 68 2261 2253 46 2207 2187 2176 2168 2162 69 2093 2015 78 1986 1971 278 1693 258
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=8 22 9 2 8 2 17 20 16 6 15 23 23 22 22 20 6 19 22 20 23 3 23 4 19 5 17 21 12 22
split_gain=0.0248645 0.111548 0.0832459 0.116538 0.059815 0.0710178 0.0566309 0.0450628 0.115648 0.0931332 0.0993168 0.044223 0.11364 0.0420656 0.178035 0.11506 0.393167 0.110338 0.122766 0.129125 0.146569 0.239157 0.223284 0.17392 0.152405 0.1453 0.106825 0.0905571 0.0871861 0.101911
threshold=8.8430989333000021 -0.011399999999999999 220.61915514650005 71.847610775600018 8.7431769115000026 100.60547560250002 183.95506935190005 35.461062230100005 20.784951395750003 15.265356672600001 23.304416445750004 -0.27223499999999995 -0.54481999999999997 -0.033594999999999993 -0.024989999999999998 38.052786106700005 15.785368822600002 14.651182102100002 -0.01762 36.921550069850007 0.09642000000000002 84.146051024900018 -0.093074999999999991 193.80606919430002 11.150899688650002 22.732890661650003 200.83528241485001 1.1877328917500003 179.56104441760002 -0.081169999999999992
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -5 8 9 10 -1 12 -9 15 -15 16 28 18 -16 -20 21 24 -23 -22 -21 -24 -25 -17 -13 -30
right_child=1 -3 -4 6 5 -7 -8 11 -10 -11 -12 13 -14 14 17 27 -18 -19 19 20 23 22 25 26 -26 -27 -28 -29 29 -31
leaf_value=-0.079066614050744194 0.03754800150963572 -0.069464324697798979 0.066232327691185963 0.011407153655816103 -0.011299219550394838 0.056248712391357127 -0.072254579107226949 0.01974972994062011 0.088751340350747929 -0.062962097233863909 0.046468170848746299 -0.10377472583772154 -0.10268300417076091 0.065814359623604421 -0.079196823109939196 0.026215572303880681 0.085998830535004303 0.076239467452762014 0.071556009741951518 -0.10087564346237994 -0.052528667608659131 0.028107410313864458 -0.089318773952016622 0.068141450918090665 0.04046226983670459 0.021668790263746924 -0.012428481305789532 -0.0041359489546686059 -0.07493564780729417 0.050882807757258668
leaf_weight=0.076080149574702882 0.27474682076717727 0.27818188566561619 0.16943756593536818 0.11483471560859471 0.25239731627516349 0.40604950487613678 0.2738739886908661 0.15708490965789679 0.19945216155610979 0.16563932470580767 0.36719399456308111 0.40605970749596032 0.14652875426646161 0.4698794473692941 0.20225036041301869 1.0957870847914808 0.19741715129248405 0.18221828597597767 0.24084790052255423 0.08638487653365734 0.22569542352539407 0.29063773664461223 0.77760435656000459 0.60998979778776174 0.65303253148158547 0.13904763080972771 0.22535650138070196 9.5520838793763669 0.18706850371620476 0.098156537280374323
leaf_count=172 21 49 26 23 15 34 39 49 19 71 39 74 78 60 31 152 27 11 25 113 18 66 102 55 103 45 33 1262 67 21
internal_value=-0.00013419 -0.0146381 0.00367361 -0.012303 0.000791424 0.0303561 -0.0475387 -0.000370666 0.0226631 0.00101564 0.0249224 -0.00153855 -0.0393382 -0.000804735 0.00789172 -0.0038976 -0.0384659 0.000400343 -0.00360426 0.00110196 -0.0045397 -0.020837 -0.0482673 0.0253612 0.02395 -0.072483 0.0464056 -0.00101243 -0.0740105 -0.0316368
internal_weight=18.521 1.11107 0.832893 0.663456 17.4099 0.658447 0.388709 16.7515 0.808366 0.608913 0.443274 15.9431 0.303614 15.6395 4.10294 11.5366 0.888702 3.63307 3.45085 3.2486 3.00775 1.94671 1.20729 1.06104 0.739417 0.916652 0.835346 10.6479 0.691285 0.285225
internal_count=2900 158 109 83 2742 49 62 2693 301 282 211 2392 127 2265 662 1603 189 602 591 560 535 429 213 106 216 147 88 1414 162 88
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=2 2 21 2 4 7 6 7 6 3 10 23 6 6 7 5 22 16 21 18 20 20 9 22 6 22 0 18 13 21
split_gain=0.023997 0.0958559 0.0971519 0.0949408 0.0846535 0.154021 0.185487 0.0839084 0.112178 0.256794 0.20333 0.108707 0.234481 0.186911 0.171483 0.150929 0.138454 0.111341 0.186305 0.105122 0.0952607 0.09243 0.113864 0.0921543 0.132881 0.0778481 0.15334 0.362846 0.163564 0.139735
threshold=125.31286365695001 120.54857872840002 5.7087410616000005 117.02022404625002 220.3182238473 23.258134529300005 16.505385645700006 22.041499846600004 16.515385879350003 93.883646373400012 62.025417527550012 0.089475000000000013 14.925348728400001 16.395383075500003 24.437987282900004 16.579584939650001 0.0043900000000000007 18.054957779650003 3.9386477827000004 12.600821109300002 42.852084787850011 39.039757512550004 201.2906445504 -0.10001 16.385382841850003 -0.068524999999999989 86.280686780500005 13.849588037450003 117.64961624655002 15.895706283850002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 19 9 11 -10 12 15 14 17 20 -17 -13 -19 -1 21 22 -9 -14 -25 -6 28 -28 29 -27
right_child=4 2 -4 -5 25 -7 -8 8 10 -11 -12 13 23 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00057873608396817264 0.066441325042542923 0.08926681787861046 -0.0051206533651076969 -0.064371440088900875 -0.008792615837029668 -0.10606851781768684 -0.10219447746730435 -0.10432102958769113 0.071389807820289336 -0.080669879144862663 -0.014060704183381135 0.074589591648663328 0.085704478680598925 -0.069015997575559415 -0.038930035052646875 -0.070967428145313732 0.026429286664798636 -0.044990368498255724 0.04136396656101135 -0.085392831649574161 -0.075901295026788468 0.088500355461981928 0.071460674220732934 -0.0047625798968769176 0.069799750697649918 -0.076742056234863687 0.069140990643709543 -0.0031646466977105509 0.035137693409094825 0.038100580658532973
leaf_weight=0.37028094050288274 0.18054748300528345 0.25611000681374196 0.18991187033270762 0.21353859958799137 5.7504221754879552 0.21993672236567363 0.10211540004274866 0.069848488562826327 0.65564238089427795 0.36292749177664507 0.4840557543648174 0.32890360370584026 0.44803795957705006 0.42401225719368074 0.6364795282672161 0.48867711229831912 0.20811068033799529 0.40762289054691769 0.64542724221246317 0.23093033174109223 0.069779842785806068 0.24548470436275238 0.078001163082262792 0.50165506501798496 0.45652456860989332 0.52845562707079619 1.0134828930458755 2.2018458560444856 0.30174490960416733 0.13251814858449507
leaf_count=93 16 31 29 36 1267 9 64 26 33 21 37 23 26 22 131 47 15 26 40 72 43 33 16 36 16 103 68 469 40 12
internal_value=-0.000137644 0.00406871 0.0490775 0.00132846 -0.00327171 -0.0433112 0.00551959 0.003301 0.00660148 0.000555432 0.035097 0.00644113 0.0208141 -0.00865964 0.00401943 -0.0124696 -0.0418778 0.0238004 0.00793725 -0.0324437 0.0317772 0.05088 -0.0115837 0.0482678 0.0307626 -0.00124483 0.00914351 0.0196263 -0.0258675 -0.0537173
internal_weight=18.203 7.77196 0.446022 7.32594 10.4311 0.5026 0.282663 7.1124 6.51119 5.37149 1.1397 5.00857 2.56612 2.44245 2.01843 1.1599 0.696788 1.38195 1.05305 0.601211 0.463114 0.393334 0.14785 1.40622 0.95818 9.92847 4.17805 3.21533 0.962719 0.660974
internal_count=2900 852 60 792 2048 89 80 756 591 521 70 500 258 242 220 180 62 89 66 165 118 75 42 78 52 1959 692 537 155 115
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=21 21 23 6 22 5 20 7 23 6 8 22 20 9 9 22 7 21 18 22 15 7 2 8 0 0 0 20 22 19
split_gain=0.0224447 0.0886069 0.0868188 0.165083 0.129566 0.151397 0.172583 0.166312 0.236073 0.145572 0.145126 0.115747 0.110036 0.13795 0.171569 0.103319 0.0927161 0.0863977 0.128042 0.153186 0.197908 0.0847168 0.0786602 0.113491 0.0926647 0.159878 0.197684 0.140593 0.110049 0.146707
threshold=2.9845679401500003 2.1194692063500002 0.083415000000000031 14.475338213950002 -0.097799999999999984 21.788492303450003 41.348489042950007 23.220446641850003 0.096995000000000012 14.755344756250002 8.6432548896500023 -0.23557500000000001 38.703421923500009 203.31429194770001 190.24759545780003 0.11529000000000002 23.564264519350004 4.3636502323000004 15.064837217800003 -0.11600999999999999 40.452545866750008 26.565321014450003 71.847610775600018 8.3434888241000014 85.678472159250006 85.807518149550006 86.001087134900004 42.102795028150005 -0.01762 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 16 -4 7 10 -6 21 15 -7 -5 13 14 -13 -10 -1 18 19 -2 -21 -9 23 -19 28 27 -27 -26 29 -24
right_child=17 -3 4 11 5 6 -8 8 9 -11 -12 12 -14 -15 -16 -17 -18 22 -20 20 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.023244294835217824 0.014647217534459762 0.030684746664057586 0.021115963757122175 -0.059366210918505136 -0.10495965281380354 0.080028044188771019 -0.067189507098439433 -0.093807899095202929 -0.081855635514779632 0.089377106038309839 -0.024149400467844959 -0.04621777670031376 0.077880283782810242 -0.071393954591357847 0.084958363016811381 0.047125431969270569 -0.06618031366941747 -0.016400042445008523 0.029035256711270909 -0.086368105607340928 0.0059709451559745528 0.0083621938697827844 -0.0085710279963495672 0.062987356153432011 0.073599967899460619 -0.066998048962453025 0.00091904442643201659 -0.0059807806169946374 0.041096906551312123 -0.10373104892075065
leaf_weight=0.18637264639778806 0.42996185131596565 1.0902785569198838 0.86010376179470416 0.11583730030361028 0.34882788081972715 0.33984074416912324 0.21036978911797632 0.38784947278543314 0.13808553043799066 0.2074096635915339 0.22047098554321565 0.14760910873337685 0.54756744261976564 0.13914782862411812 0.30724964733235538 0.11286916703403449 0.30680516102341926 0.29498814150247099 0.38529370523656314 0.70976679623117778 0.34490001924859826 0.10263165222218618 0.35613641414511221 0.46227360194279754 0.54266543537960199 0.45549530315474829 7.2475989929942557 0.37568401327371248 0.15819120358605587 0.29721873874132143
leaf_count=43 51 150 169 22 23 40 25 69 43 11 22 66 48 13 15 20 169 34 100 77 32 44 146 32 23 50 1189 29 90 55
internal_value=-0.000118333 0.00501148 -0.000970725 0.0166472 -0.0115025 -0.0250665 0.0100403 -0.0459163 -0.02421 0.0273878 0.0390364 0.0358791 0.0455438 0.0157354 0.0423896 -0.0238452 -0.0323866 -0.00257232 -0.0223309 -0.0356615 -0.0561711 -0.0724291 0.00105339 0.0320623 -0.00143594 0.00160493 -0.00309699 0.0410446 -0.0337406 -0.0518604
internal_weight=17.8295 5.76933 4.67905 1.75059 2.92846 2.06835 0.770682 1.29767 0.948845 0.458364 0.560312 1.25741 1.14157 0.594007 0.454859 0.250955 0.493178 12.0602 1.86992 1.48463 1.05467 0.490481 10.1903 0.757262 9.43299 8.62144 7.70309 0.918349 0.811546 0.653355
internal_count=2900 992 842 376 466 297 87 210 187 74 62 164 142 94 81 63 212 1908 260 160 109 113 1648 66 1582 1291 1239 52 291 201
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=7 18 5 7 4 15 22 2 22 17 17 7 20 17 22 8 15 23 21 5 0 23 23 17 7 7 20 15 17 2
split_gain=0.0224838 0.109773 0.120209 0.0666435 0.10587 0.116716 0.189531 0.0937719 0.107691 0.0562733 0.147442 0.0987261 0.0918291 0.081319 0.0848385 0.0809915 0.0623846 0.0545073 0.159938 0.108018 0.0760355 0.0530992 0.117155 0.112858 0.165625 0.131661 0.134959 0.163647 0.164644 0.123982
threshold=22.726915405250001 13.197799034350002 22.553892743650003 22.446731871300006 165.01827963435002 39.940798674500009 -0.097799999999999984 141.74751097030003 -0.01762 188.07781354100004 186.34046889365004 22.041499846600004 41.919251152600005 182.52313421500003 -0.074434999999999987 8.2435668022500028 22.129384464550004 0.11308000000000003 12.151864830850002 19.915533535850003 99.053551358250004 0.088565000000000019 0.089335000000000012 193.01551328760004 24.437987282900004 23.124786352450005 41.24714903835001 37.576156502300009 197.71582798205003 232.04188149755001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 -9 10 11 13 -11 14 -1 -12 -14 21 20 -20 -19 -3 -23 24 -24 -25 27 28 -27 -28
right_child=1 17 -4 4 5 7 -8 8 -10 12 15 -13 16 -15 -16 -17 -18 18 19 -21 -22 22 23 25 -26 26 29 -29 -30 -31
leaf_value=0.010240012557491089 -0.012397005190139899 0.0040868019095361757 -0.097856623717977098 0.06408737194513188 0.041815984915587599 0.071760313628593572 -0.064141076499899974 -0.070972887283125147 0.0545323999742513 0.06593010806665528 -0.019038791550559733 0.04448968673883899 0.057972741949856743 -0.087429792889263058 -0.057300784081814639 -0.10488460412923212 -0.04356399816356956 0.055566059396416227 0.015690001720226329 -0.10354703339683963 -0.022222586157258431 -0.069058498644362754 0.040724777632560161 -0.097136922700036446 -0.031071507362159891 -0.070659075017023357 -0.061583084045148506 0.060565790517708322 0.010693534955894375 0.0030795358295610904
leaf_weight=0.92865327062736469 0.53177916767162869 6.1438811873890682 0.2383751871975619 0.43263620506695577 0.28471254994474282 0.3602207556614303 0.4147332450381781 0.13181191279272753 0.14204509764022077 0.27298789391534217 0.21510755159715689 0.41465412375328004 0.084801501361653209 0.12746213858872568 0.23254945583574105 0.2247052223465289 0.21124687878727855 0.72669929295079672 0.15699348148723402 0.14722248954058159 0.15192644955294554 0.31302436673087175 0.97909501652327413 0.19026914513233384 0.4782584325145649 0.33898980115691324 0.75889636536976446 0.42719243835745135 0.93476837041367844 0.4866744999403636
leaf_count=328 32 1141 54 21 28 20 35 28 12 30 27 49 15 29 157 13 48 70 26 16 51 44 82 15 132 41 100 39 162 55
internal_value=-0.00012507 -0.00222959 -0.0388481 0.00598598 0.0211029 0.00715746 -0.0210108 0.0382296 -0.00587537 -0.00385816 -0.0112805 0.00204777 0.0240961 -0.0116088 -0.00328611 -0.0628984 -0.0144793 7.56388e-05 0.0204781 -0.0420137 0.0421153 -0.00210813 -0.00986432 -0.00583109 0.0171635 -0.0165144 -0.0113082 0.0070058 -0.0109571 -0.0363178
internal_weight=17.4824 13.004 0.770154 4.47833 1.76616 1.33352 0.699446 0.634078 0.273857 2.71217 2.14313 1.70332 0.569036 1.28866 1.1612 0.439813 0.296048 12.2339 1.18284 0.304216 0.878626 11.051 4.90717 4.59414 1.45735 3.13679 2.94652 1.70095 1.27376 1.24557
internal_count=2900 2060 86 840 144 123 63 60 40 696 603 563 93 514 485 40 63 1974 163 42 121 1811 670 626 214 412 397 242 203 155
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=17 9 6 13 12 2 17 14 2 10 2 20 12 14 8 8 6 5 22 17 12 15 15 17 7 18 20 17 7 21
split_gain=0.0282785 0.0544283 0.0308993 0.0866604 0.0277226 0.0364284 0.0578943 0.0399487 0.0524667 0.0714719 0.0509274 0.0803822 0.0707092 0.07301 0.0783683 0.0696014 0.103941 0.0640226 0.0520179 0.0495733 0.0483754 0.0443019 0.0956149 0.0903138 0.0919278 0.097296 0.0860817 0.0787192 0.172011 0.122046
threshold=159.06578391905001 58.059373288650008 20.305474434200004 119.04223755815001 58.770113158150004 59.615984903700003 182.72552322705002 155.96809095785002 68.519383356500015 71.381251821550009 72.843776848050013 39.646013290900008 98.870599058600007 168.39662374755002 9.0429429770000009 8.7431769115000026 16.325381439950004 17.708776378750006 -0.087910000000000002 166.83257850275001 254.30002952885002 31.506101402100004 33.202295547750005 212.33270692945004 25.027970878050002 15.064837217800003 38.828362408050005 188.16174763880002 22.580174331950005 1.2219980417000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -6 -7 9 -9 11 -10 17 -14 15 19 -17 -12 -16 20 -15 -21 26 24 27 -26 -23 -24 -29 -30
right_child=2 -3 -4 -5 5 7 -8 8 10 -11 12 -13 13 14 18 16 -18 -19 -20 21 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.076375882783429661 0.057771901818527094 -0.10219182545189365 0.042369639008914967 -0.078799774345039111 0.0058351713295820042 0.035809011352423252 -0.056846389765201524 -0.08376756900792777 0.066585551617758296 0.00057091424695384838 0.0041658999011916801 -0.0058402544192777744 0.047013365427584296 -0.089813281239768672 -0.0060010214413896727 0.083423579063679268 0.002821485681733639 -0.10315143504645163 -0.092371982895226579 0.0072010150110523394 0.042483334157918072 -0.10365579182128287 -0.025853934258713275 0.055229565543924199 -0.084083048825846968 0.030695014667046484 -0.013580798822397057 0.073950040636075506 0.038024856910047852 -0.0067750658389951063
leaf_weight=0.022982195232432612 0.083756654523322704 0.066346783564199541 0.17169191033462894 0.13936000278772454 0.30645841520982031 0.3229015196266144 0.28381830594298663 0.17351943044923146 0.29891442955704306 0.23871508544925746 0.099897134910860497 0.31444013191503473 0.33556562336161633 0.11416682787352783 0.12950836469826754 0.24932564469054419 0.4465166003046761 0.12533392222167095 0.15106626342731111 5.0929883180106668 0.036468080466306674 0.1781900467321974 1.1194521403813267 0.26522030953492493 0.26965141300024686 0.10171244100638432 0.26223574253890547 0.32364169008724264 0.69672130573599123 4.780296683544293
leaf_count=36 7 84 24 69 23 26 42 13 21 31 23 19 16 126 23 20 40 29 29 1457 28 20 114 30 50 26 45 34 51 344
internal_value=-0.000132775 -0.0562507 0.000160182 -0.000267627 0.000383797 9.62628e-05 -0.0243035 0.000989369 0.000277926 -0.0349292 0.0012209 0.029456 4.90099e-05 0.000909553 -0.000178629 0.000874811 0.0317018 -0.0555528 -0.0525047 -0.000745245 -0.0577848 -8.88598e-05 -0.00473144 -0.00209166 -0.00417667 -0.0526466 -0.0500239 -0.00157556 0.00310986 -0.00107615
internal_weight=17.2009 0.089329 17.1115 16.9398 16.8005 16.7167 0.590277 16.1264 15.8035 0.412235 15.3913 0.613355 14.778 14.5527 14.2172 13.9366 0.695842 0.225231 0.280575 13.2407 0.150635 13.0901 7.99712 7.5567 7.29148 0.371364 0.440426 6.92011 5.80066 5.47702
internal_count=2900 120 2780 2756 2687 2680 65 2615 2589 44 2545 40 2505 2453 2437 2385 60 52 52 2325 154 2171 714 649 619 76 65 543 429 395
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=13 10 23 22 3 20 22 15 9 7 10 18 3 16 0 9 0 18 0 3 18 10 13 9 9 17 5 3 12 23
split_gain=0.0228328 0.0807049 0.0613912 0.0497764 0.107227 0.0954327 0.0609127 0.077319 0.0664964 0.0621265 0.0593202 0.047388 0.105428 0.0471722 0.0386166 0.0946689 0.0862753 0.0486612 0.106639 0.0981695 0.0760485 0.0593067 0.155161 0.0874318 0.117464 0.148151 0.0585962 0.126251 0.123574 0.148678
threshold=98.238948544700023 80.677940036650014 0.095845000000000027 -0.15895000000000001 74.63428615940002 42.406961525800007 -0.088944999999999996 6.9561856507500011 40.406378633400003 24.005763052250003 70.284360904350009 17.267778657600005 77.478674861400023 7.4549825670500001 98.851916998450022 192.53043113735001 101.72050182365001 15.312071772700003 96.249489528150022 81.796338618900009 15.379439136400002 71.090898343450007 107.97116697695002 206.08249486475003 199.21354841250005 177.83257937300002 20.717225865800003 88.173361304300016 92.695913642950003 0.082775000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 10 5 -5 7 -7 9 -8 -1 12 -2 -12 17 -16 -17 21 20 -20 -19 26 23 24 25 -23 28 -28 -14 -30
right_child=1 -3 -4 4 -6 6 8 -9 -10 -11 13 -13 14 -15 15 16 -18 18 19 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.071929482961417254 -0.10200858288830734 0.058017885136670937 -0.089770931986149743 -0.10040932466660946 -0.076799709134328487 0.095909481663958435 0.07303564740303671 -0.10062097723997464 0.078468256577390746 -0.10114447785178662 -0.10150245915945232 0.048440521571790483 -0.027414809552961231 0.043478418633947968 0.062552393452898133 -0.074275931934662975 0.041229291044185518 0.039289127178172553 -0.0054907346201728026 0.063840731662412262 -0.074717314355718337 0.046983194986872041 -0.10114379291956146 -0.072104712251294542 0.047447972564593821 -0.09636330117717426 -0.090293862150347057 -0.0018205895008970808 0.056735605823769159 0.0073243166145602169
leaf_weight=0.060977325797693882 0.10189938990878999 0.24351667592418458 0.096547604020656652 0.072081366129625901 0.24408386497458423 0.028202074989962966 0.035588011860909319 0.068984619427283178 0.20587493899893161 0.048228998895183395 0.023953755349623407 0.19935784889094144 0.69401427806587435 0.35563670481565168 0.093246130760236023 0.30410008768012631 0.082132631621789187 0.089298252947629164 0.32789881761709694 0.54148832574355765 0.16970418198707193 0.12406114169789251 0.20690817158174468 0.15542541095874185 0.38488059380324557 0.17213868395811005 0.16447984581827668 8.3212960442046988 0.79514287026677299 2.6008788254184765
leaf_count=55 38 29 122 182 162 8 12 62 36 58 52 33 53 179 16 100 10 6 47 51 49 23 68 30 24 80 50 985 72 208
internal_value=-0.000131841 0.000895463 -0.0131967 -0.00673203 -0.0232474 0.00523281 0.0249155 -0.0435909 0.0478983 -0.027189 0.0196226 -3.34875e-07 -0.000630322 0.0343295 4.80994e-05 -0.0278809 -0.0497137 0.000956134 0.0209123 0.0376916 -0.0354104 -0.000697288 -0.0236068 -0.00442814 0.0110159 -0.0363237 0.00120351 -0.00353547 0.0110357 0.0188935
internal_weight=17.012 15.7719 1.24016 1.14361 0.703044 0.45896 0.386879 0.0971867 0.289692 0.083817 0.440568 15.5284 15.329 0.37959 15.2271 0.479479 0.386233 14.7476 1.12839 0.869387 0.259002 13.6192 1.04341 0.836506 0.68108 0.2962 12.5758 8.48578 4.09004 3.39602
internal_count=2900 1972 928 806 520 358 176 70 106 70 286 1943 1910 231 1872 126 110 1746 153 98 55 1593 225 157 127 103 1368 1035 333 280
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=13 13 18 17 17 7 13 23 3 6 9 3 20 22 9 22 9 20 13 0 22 22 9 9 7 7 6 21 20 15
split_gain=0.0213996 0.0680091 0.053922 0.0536671 0.0489194 0.0479487 0.0453934 0.0694244 0.0460701 0.0523909 0.0688814 0.0718936 0.0476726 0.0356019 0.0309244 0.0707286 0.0548455 0.0912408 0.0783274 0.230769 0.16264 0.107327 0.0633216 0.0571902 0.0503855 0.148262 0.104161 0.123717 0.0980433 0.0976486
threshold=95.870416931800023 92.692659421600013 17.327266398450003 172.46189488870002 215.30533467345003 26.752366550650006 92.138837046750012 0.07968500000000002 72.760430842500014 7.305170684150001 38.559541491950007 66.676450093250011 42.718072821900002 -0.037524999999999996 215.80505313260002 -0.081844999999999987 207.37918994975004 42.599563320500003 112.82921081865001 88.232507383150008 -0.060760000000000002 0.072320000000000023 212.62588569420004 206.65653280825003 24.785467646950003 24.373474566200006 13.665319288000001 6.7785388507500013 40.421032462050007 29.593577021650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -3 -4 14 7 8 9 10 11 -1 -10 -7 16 -16 23 18 20 22 -18 -22 -20 24 25 -2 27 -26 -28 -27
right_child=2 3 4 -5 -6 13 -8 -9 12 -11 -12 -13 -14 -15 15 -17 17 -19 19 -21 21 -23 -24 -25 26 29 28 -29 -30 -31
leaf_value=-0.1007951676712423 0.0013869956756818584 0.05354495198765552 0.082696493391634401 -0.10076446393119216 0.0071520867418647261 -0.08285322442305551 0.056436215527685851 -0.10045325575489733 0.04434452227142717 -0.10103698041311347 0.079738696030461589 0.047833271598074253 -0.10076852626935005 0.008774474495578697 0.043420597796463595 -0.0092712966284291334 -0.074901231555086906 -0.071439672940907292 -0.085153929822353369 0.078594986955164842 0.061683709181354809 -0.03788686810211403 0.0065427379042156293 0.049688236941925763 0.016298046659970977 -0.01353927035782649 0.0018477919373153181 -0.085715564617402498 0.070841538049113514 -0.086418815275160044
leaf_weight=0.058927632109091799 10.352420551825837 0.027157079759490443 0.14974733779672611 0.13252271689998452 0.20047615052317269 0.12075565091618046 0.1115780224035916 0.078503604388657777 0.032942892434675741 0.031703148079941457 0.15449039614759386 0.072692547087171988 0.072379067514702911 0.065355944516341746 0.51236403161965427 0.50665171904938577 0.38896017465049215 0.26597026677245583 0.16495878988644108 0.31815023405943066 0.22675338242697662 0.20715183918946423 0.13857006630860269 0.24117626305087547 0.38745204805809474 0.43126045574899841 0.36537909571779892 0.17150413460512937 0.47208652782137506 0.32045674203618546
leaf_count=104 1259 23 17 121 37 43 37 280 19 22 67 42 58 16 79 81 85 46 28 27 27 24 13 28 81 53 45 52 36 50
internal_value=-0.000138293 -0.0163901 0.000646396 -0.0745207 0.0394531 -0.000221631 -0.0012531 -0.0140847 0.00193904 0.0209342 0.0344495 -0.0187091 -0.0553797 -0.0506768 0.000385319 0.0172223 -0.000801845 -0.0176152 -0.00770498 0.019085 -0.027945 0.0141475 -0.0432916 0.00145526 0.000524691 -0.00172672 0.0184275 -0.0150027 0.0407402 -0.0446078
internal_weight=16.7805 0.772897 16.0076 0.15968 0.350223 15.6574 0.613217 0.501639 0.423136 0.317814 0.286111 0.13162 0.105322 0.186112 15.4713 1.01902 14.4523 1.71051 1.44454 0.621679 0.822865 0.433905 0.303529 12.7417 12.5006 11.1041 1.39642 0.558956 0.837466 0.751717
internal_count=2900 773 2127 144 54 2073 629 592 312 235 213 146 77 59 2014 160 1854 250 204 68 136 51 41 1604 1576 1362 214 133 81 103
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=8 22 8 0 22 23 8 2 20 16 6 16 5 23 12 19 6 17 7 18 21 16 21 5 10 17 17 21 5 21
split_gain=0.0214823 0.0791521 0.0701865 0.0717509 0.0583212 0.0484062 0.0454523 0.0520171 0.0353902 0.091564 0.0626155 0.0830538 0.0867355 0.0532648 0.0434759 0.0358603 0.096893 0.160771 0.159384 0.139985 0.0999514 0.114561 0.13245 0.122435 0.10682 0.0950009 0.175447 0.094497 0.121958 0.112577
threshold=8.8430989333000021 -0.011399999999999999 9.3427090425500019 88.576630023850015 -0.14869999999999997 0.090720000000000023 8.7431769115000026 100.60547560250002 35.461062230100005 20.784951395750003 15.265356672600001 19.134955254150004 19.302881570050001 0.11467000000000002 133.59172866980003 14.451165964200003 16.435384010100005 194.94351320275004 23.699538637550003 13.3584252364 5.3801611018500006 22.574947209950004 10.048480919900003 29.239824992700004 62.00390986255001 188.16174763880002 190.02287710315002 7.4080080539000006 22.694406402050003 9.2412132874500035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 -3 8 -8 9 10 11 12 13 -1 -12 16 -10 18 19 20 -18 23 -23 -22 -24 -17 -27 28 -28 -29
right_child=1 5 4 -5 -6 -7 7 -9 15 -11 14 -13 -14 -15 -16 25 17 -19 -20 -21 21 22 24 -25 -26 26 27 29 -30 -31
leaf_value=-0.10145401163463963 -0.072628737606130353 -0.1022061715094004 -0.0098830168013552405 0.013184314110149789 0.071560032541129637 -0.013059453032923107 -0.0099880729774006159 0.05209286849422215 0.00090070033228270303 0.086819141765439464 0.006096203421377084 0.070377473462064327 0.082362090949474873 0.030651359566124782 -0.10292128236361807 -0.044681514456877444 0.024014108401364032 -0.088829076519750971 0.083102346473702779 -0.090559248648340099 0.072272691057131563 -0.10296405278085968 0.02189327696635145 -0.049751722829967163 -0.070922042342254188 0.091137080405462978 -0.032937218200139375 0.074654967241736619 0.030625992713102537 0.0056054348905966262
leaf_weight=0.10339617867233997 0.18456751183384768 0.13980736757184864 0.16267648446228122 0.20639662088069599 0.19135066235503473 0.10793436049425509 0.21808986135874953 0.35411853191908449 8.8639179340615311 0.16485827916767448 0.066575934368302114 0.18874345609219745 0.057591214470448904 0.043303627666347211 0.081194367575335491 0.30379386420827303 0.58280289038907529 0.31062271261725971 0.16334898851346213 0.2441241027554496 0.19821648689207882 0.28099016409760225 0.2929024290315283 0.14051781267630759 0.21502925659660832 0.2677261813587396 0.90385172463720687 0.34901415868080199 0.45321108595999249 0.72995249131054152
leaf_count=161 39 26 23 17 30 23 15 34 1768 19 35 14 19 17 36 18 114 34 9 19 57 30 27 76 25 18 67 20 56 54
internal_value=-0.000138833 -0.0144018 0.00188139 -0.0273266 0.0341367 -0.0633674 0.000770102 0.0284315 -0.000284705 0.021577 0.00168861 0.0225527 -0.0216324 -0.0624584 -0.0538049 -0.00136351 -0.00394786 -0.0216445 -0.011791 -0.0197214 -0.00961115 -0.0269896 -0.047875 0.0216531 -0.0173994 0.00833996 0.0142974 0.00585256 -0.0117093 0.0279409
internal_weight=16.5706 0.992733 0.744991 0.390964 0.354027 0.247742 15.5779 0.572208 15.0057 0.705663 0.540805 0.393034 0.204291 0.1467 0.14777 14.3 11.2925 2.42855 2.11793 1.95458 1.71046 1.12766 0.788922 0.338734 0.507932 3.00755 2.70376 2.43603 1.35706 1.07897
internal_count=2900 158 109 56 53 49 2742 49 2693 301 282 211 197 178 71 2392 2159 391 357 348 329 215 82 133 52 233 215 197 123 74
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=5 5 6 17 0 17 7 2 22 20 5 5 6 23 21 18 7 18 18 16 18 20 22 23 9 6 6 5 6 6
split_gain=0.0211483 0.0595186 0.0895072 0.0856736 0.075183 0.0596135 0.08255 0.0583769 0.0552476 0.0436782 0.0424864 0.0368742 0.0576579 0.0671163 0.0400276 0.0626171 0.0849771 0.032075 0.0757966 0.0902927 0.0645304 0.150258 0.0888073 0.0887928 0.0855172 0.100961 0.0787336 0.157079 0.150804 0.131988
threshold=23.721757872050002 25.763052016400003 16.395383075500003 199.01194954300004 86.780739992750014 193.63201810280003 23.282607548150004 317.41815758785003 0.11970500000000002 40.621691032550004 23.524801812050004 28.372909273050002 16.305380972600002 0.10790500000000001 13.687513146100002 11.955585097900002 21.725272673150005 12.903279561150002 12.868666868750003 22.624947093000003 13.278511569200001 42.207998345450008 -0.053019999999999991 0.088395000000000015 195.29234479735001 16.395383075500003 16.455384477450004 22.120912517600004 16.575387281250006 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=10 2 -2 5 7 6 9 8 11 -4 17 12 -3 -14 15 -13 -17 18 19 -1 21 22 24 -23 25 -19 29 28 -28 -22
right_child=1 4 3 -5 -6 -7 -8 -9 -10 -11 -12 14 13 -15 -16 16 -18 20 -20 -21 26 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.038670635611935275 -0.080920541830301368 0.049728253989891238 -0.010210662924126979 0.045691618357958257 0.087448900517095085 -0.084387472402720098 0.055171958722389225 -0.10102695534068724 -0.10109062560962186 -0.1016701787095538 0.039865212505275083 0.081043847296641353 -0.094650276631176755 0.078312993355409519 -0.045607256085431779 -0.063717717377396108 0.10027549298107484 0.020030334900382391 -0.070415429666344523 -0.038971469032264235 -0.00042306260826782417 0.0087445800615645226 -0.0017733264624442586 -0.050506364687369576 0.0051006042640656772 0.088467055418859242 -0.096917349586742751 0.015972444792240421 -0.0017470346496640948 0.10014655269264497
leaf_weight=0.29468301730958124 0.23660439348714024 0.076409387593230349 0.13246947066909343 0.19914969337696675 0.10673443746054545 0.15088768413261278 0.12673559087852482 0.055515108917916223 0.045021611816991935 0.086190856100984092 0.27747767671826373 0.19811163281065092 0.10814277396411853 0.028307167523962562 0.057090899340437318 0.090551768179921055 0.048532269895076752 0.34524540409984161 0.21157623599538056 0.30460688059974927 9.3074924424524248 0.62348153912125759 0.53936368074937435 0.42555249261204153 0.35717576969182119 0.57388144684955478 0.40163888846291118 0.50616093644930515 0.28439373009723568 0.13235229637939561
leaf_count=39 57 14 37 20 14 29 16 36 19 61 33 78 102 10 21 51 7 27 17 30 1908 43 37 32 19 28 40 45 25 5
internal_value=-0.000136125 -0.0105353 -0.0277919 -0.00971617 0.00921349 -0.0319503 -0.00904293 -0.00258617 0.0057935 -0.0462619 0.0011091 0.0137193 -0.0198216 -0.0587683 0.0318266 0.044937 -0.00649359 0.000357478 -0.0189595 -0.000793269 0.00151802 0.014839 0.0322473 -0.0152912 0.0466244 0.0627606 -0.00207119 -0.026286 -0.0574646 0.000986984
internal_weight=16.3315 1.74645 0.932038 0.695433 0.814417 0.496284 0.345396 0.707683 0.652168 0.21866 14.5851 0.607146 0.212859 0.13645 0.394287 0.337196 0.139084 14.3076 0.810866 0.59929 13.4967 2.8647 1.81567 1.04903 1.2763 0.919127 10.632 1.19219 0.686033 9.43984
internal_count=2900 572 220 163 352 143 114 338 302 98 2328 283 126 112 157 136 58 2295 86 69 2209 186 111 75 74 55 2023 110 65 1913
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=22 22 21 23 22 23 7 23 9 8 17 22 20 17 4 0 2 17 6 21 23 10 0 20 20 8 4 9 23 3
split_gain=0.0240174 0.126952 0.122178 0.113626 0.182443 0.190998 0.189253 0.152525 0.135224 0.131742 0.130514 0.125367 0.0980723 0.096417 0.0879223 0.0868402 0.0834372 0.0745202 0.0822549 0.0735363 0.074597 0.0786692 0.0703311 0.0683432 0.105048 0.0669194 0.0973996 0.0724306 0.0655275 0.0969326
threshold=-0.062629999999999991 -0.054494999999999995 7.4080080539000006 0.084365000000000009 -0.033594999999999993 0.094415000000000013 23.9444576715 0.048965000000000009 208.47660979520001 7.7439566930000003 201.18214207610001 0.23643500000000003 41.028010303750008 204.43529195140005 193.19324462480003 86.280686780500005 206.83709544035003 171.87233581170003 14.905348261050003 1.7359311306500003 0.088990000000000027 78.677727187550019 86.036037090600004 40.21994457600001 40.08085804200001 8.3434888241000014 161.23541642690003 197.19111486365003 0.10575500000000003 89.896662965950014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 7 12 6 22 8 17 -9 14 19 -5 -12 -7 -16 -15 -3 25 -8 -21 -22 -6 24 28 26 -19 -28 -1 -30
right_child=1 3 -4 4 5 10 11 9 -10 -11 13 -13 -14 16 15 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0050667253643913663 0.0051310524620102986 -0.07864151680274474 0.091322773647870267 -0.016098151649352927 -0.015905181139100565 -0.010894509347519843 -0.048524476196137006 -0.023999921320771861 -0.10175371601225723 0.077330066588006785 -0.07912745589063494 -0.10143836931307321 -0.095486856445174587 -0.048851302834828948 0.0076146830572909642 0.072524269771817459 0.071918590712925654 -0.10546619661965546 0.053345983792390909 0.082330124018802631 -0.064781164660648913 0.065693323395585854 -0.095751799567002083 0.0019827962946867331 -0.10417697164903011 0.073811947925763288 0.034631870476283376 -0.05558936738246293 -0.1016050639495417 -0.0074617418307647348
leaf_weight=2.2157155202253334 0.34447554865027985 0.089565495491114033 0.31471257447265089 0.28297395761546784 0.15233419159994877 0.28598113397947578 0.10633481963031954 0.1649739167911547 0.12429796227297618 0.57728148443311511 0.19102966433820245 0.090988361764630099 0.34571542284811585 0.10502550900469032 0.29958075224021741 0.66061794911141192 0.12564159443627432 0.10706283681793138 0.37390154630156758 0.23257184261797192 0.097153575807169545 0.088132956718709465 0.39993045504650127 7.2916758457728292 0.13002537262809699 0.087540563195943832 0.24832704300280284 0.13867295242380351 0.18841096416673497 0.26069613045547158
leaf_count=536 32 97 23 32 55 32 32 94 25 59 19 33 33 32 40 78 13 7 33 35 22 25 58 1221 19 4 100 17 73 21
internal_value=-0.000127805 0.0048622 0.0462811 -0.000216797 -0.0110171 -0.000210473 -0.031233 0.0193542 -0.00315032 0.0548084 0.021504 0.00691526 -0.0597539 -0.0265839 0.0377766 0.0522726 0.0169306 0.00857731 0.0167529 0.0257231 0.0446173 -0.00271998 -0.0737273 -0.00311335 -0.0164091 -0.00677211 -0.0210504 0.00230307 -0.0121266 -0.0469571
internal_weight=16.1213 6.03482 0.659188 5.37564 3.46401 2.83532 1.16745 1.91162 1.16937 0.742255 1.66788 0.615182 0.628689 0.421697 1.24618 0.960199 0.230667 1.04507 0.955505 0.524193 0.417858 0.185287 0.552265 10.0865 2.79485 0.581603 0.494063 0.387 2.66482 0.449107
internal_count=2900 1030 55 975 539 474 260 436 283 153 214 147 65 64 150 118 45 258 161 114 82 47 113 1870 649 128 124 117 630 94
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=17 7 3 7 18 4 21 23 2 22 8 6 20 12 22 9 20 14 5 20 20 3 21 4 8 22 4 18 15 0
split_gain=0.0413295 0.0240079 0.0495272 0.0458991 0.0559366 0.0423212 0.046099 0.0625528 0.0418763 0.0388672 0.0366935 0.0810661 0.0574105 0.037866 0.0916229 0.145752 0.108549 0.100054 0.0893995 0.0891861 0.155512 0.137906 0.194298 0.109043 0.0956073 0.0872118 0.138893 0.107794 0.105364 0.102511
threshold=157.96759137085004 20.234873028950002 108.42013948475001 21.725272673150005 14.339258036900002 122.51844363470001 1.9231529451500002 0.09310000000000003 170.32456123625002 -0.23361999999999997 9.5425530862500008 16.705390318750002 38.592454371550012 149.11894257355002 -0.11600999999999999 199.46724415935003 41.134354310300004 216.12004062900004 18.038339912700003 42.718072821900002 43.874475754150005 93.794927255050013 12.260331702700002 205.67906899175003 8.3434888241000014 -0.068524999999999989 222.56810966585002 13.258783262950002 41.211223942950006 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 -2 4 5 -3 7 -7 -4 -8 11 13 -13 14 15 18 -17 19 -5 21 -21 22 23 -16 -22 27 -27 28 -15 -28
right_child=1 3 8 10 -6 6 9 -9 -10 -11 -12 12 -14 25 17 16 -18 -19 -20 20 24 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.085435493981184926 0.033611740496603232 0.076788894145015968 0.021971588775202302 -0.002783988130444151 0.053613536355043637 -0.066064538590218574 -0.029703009721031032 0.059226641816726433 -0.1015793284659624 -0.1017885458769015 0.048428457511886146 0.0034273467256945504 -0.083223597459410617 -0.0050546143429445502 0.0088936330370998108 -0.056002130914720796 0.042040649210689084 0.065853493171360564 0.081006951367395955 -0.092551164690172272 -0.039921631192927493 0.044586884776055137 -0.084289619720693792 -0.057816561357542519 0.058621136815196262 -0.079108035985602926 -0.021194424660843578 -0.0072846719104406894 -0.10237525529926927 0.022014742914291327
leaf_weight=0.056589165112655659 0.4850660425430523 0.02891781774815072 0.054017371502823153 0.16717591159249401 0.07227321586196922 0.080860921309067635 0.13158042992813535 0.078563965274952352 0.055742516086183969 0.1733247189076792 0.15792400765349235 0.12485058687161732 0.19728350798504835 0.20158545406592843 2.6263863173530777 0.2493405086927396 0.20640760684909765 0.22696987078003861 0.53427380845823791 0.28103265581012227 0.2177195360955011 0.67956287902779866 0.28195081181092962 0.2702396412987581 0.17973414971493185 0.17175074666738988 0.69189489940799864 4.2530843197363879 0.24823353854253583 2.6595982899155786
leaf_count=96 160 4 72 58 18 43 65 9 43 79 23 16 46 14 232 53 24 62 31 45 32 34 27 37 11 10 90 925 75 466
internal_value=-0.000128174 0.000177607 0.0198856 -0.000594012 -0.0285478 -0.0405865 -0.0478965 -0.00432153 -0.0407748 -0.0706804 0.00048676 -3.65036e-05 -0.04964 0.001093 0.0071912 0.0324304 -0.0115987 0.00105996 0.0610371 -0.0021817 -0.0356166 0.00369812 -0.00504368 0.00266993 0.0046408 -0.0032962 0.0085998 -0.0122083 -0.0587612 0.0130945
internal_weight=15.8439 15.7873 0.594826 15.1925 0.565521 0.493248 0.46433 0.159425 0.10976 0.304905 14.627 14.4691 0.322134 14.1469 5.92079 1.1572 0.455748 4.7636 0.70145 4.53663 0.678486 3.85814 3.17858 2.89663 0.397454 8.22615 3.52324 4.7029 0.449819 3.35149
internal_count=2900 2804 275 2529 218 200 196 52 115 144 2311 2288 62 2226 646 166 77 480 89 418 88 330 296 269 43 1580 566 1014 89 556
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=13 13 7 18 4 7 3 13 9 8 10 3 0 21 0 23 6 6 22 13 10 22 22 22 17 15 3 3 9 15
split_gain=0.0221431 0.0591155 0.0504002 0.0460626 0.0574448 0.0390974 0.0368696 0.0409841 0.045046 0.0551263 0.0635608 0.0546877 0.0410309 0.0696785 0.0375991 0.0337762 0.0235107 0.191577 0.0713461 0.0778387 0.0864165 0.0609034 0.0983737 0.0634428 0.0731521 0.0673339 0.0539833 0.141794 0.124382 0.139646
threshold=95.870416931800023 92.692659421600013 21.061418062900003 17.267778657600005 354.65463678160006 26.752366550650006 75.559115756250023 73.376087754350024 38.559541491950007 5.2459061469000003 87.184008712350007 66.676450093250011 110.50907145210002 20.770927814650005 93.910530954700008 0.081550000000000025 13.665319288000001 13.775321858200002 -0.58350999999999986 98.542744313500023 81.524804347700012 -0.22699 -0.15758999999999998 0.049235000000000008 204.53341124495003 32.393814985100008 85.622014538550019 86.302194445500007 206.08249486475003 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 6 -3 5 -5 16 7 -1 11 -10 -11 -9 13 -13 -8 -7 18 -18 -2 20 -20 -21 -23 24 -24 -25 28 -28 29 -19
right_child=3 2 -4 4 -6 15 14 8 9 10 -12 12 -14 -15 -16 -17 17 26 19 21 -22 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.10092909287146748 0.045929913868724713 0.05437021527809649 -0.10070855855402452 0.064955841828599301 -0.0210709606920014 -0.010179180305521401 0.034821537596140359 -0.10072247263192485 0.076611761707798987 0.093575250840861379 -0.10041862598719356 -0.090479752328707558 0.083108248257264261 0.10022234151104799 -0.10091851707206237 -0.1008070824020483 0.079631080986781538 0.022488849159941444 0.040493364827907934 -0.1008808854804924 -0.080284545778591773 0.056556990244281895 -0.10126429640090476 -0.030766434939898574 -0.013348563712343468 0.083523519649169597 0.04886108810138691 -0.00020195832635394457 -0.051269840472582609 -0.049224286438486836
leaf_weight=0.031782989980201459 0.18999648258613877 0.025331915017204665 0.1213443454685148 0.23468857938860388 0.11598201570450328 0.098619111955486782 0.029444398694977281 0.05763601761933046 0.17028490478878666 0.027012037655367749 0.04506878967731609 0.05824887348262564 0.054251946794465766 0.028550828574225307 0.066478231986081937 0.070536172290303512 0.30848634908033901 0.95733964280225226 0.31730973088451253 0.12273423679653195 0.072839950432808109 0.12434958841186006 0.23780967165885181 0.22857795293657546 0.15721169295284199 0.066559077240526676 0.62613147496449428 9.944476579569935 0.64689330274632073 0.37905054227303481
leaf_count=145 31 13 131 36 24 17 19 102 66 5 140 72 22 5 53 38 33 76 89 59 43 15 107 85 39 7 57 1154 135 82
internal_value=-0.000136125 -0.0173211 -0.0739255 0.00068905 0.036503 -0.000174169 -0.00272355 0.00874412 0.0166473 0.0455829 -0.0277201 -0.0186492 0.0148873 -0.0277525 -0.0592518 -0.0479702 0.000388075 0.00177689 -0.0113844 -0.0195881 0.0179444 -0.035212 -0.0253167 -0.0400683 -0.0662754 -0.00499185 -0.000136216 0.00270421 -0.0152752 0.00214831
internal_weight=15.615 0.715435 0.146676 14.8996 0.350671 14.5489 0.568759 0.472836 0.441053 0.242366 0.0720808 0.198688 0.141052 0.0867997 0.0959226 0.169155 14.3798 12.8624 1.51739 1.32739 0.39015 0.937242 0.814508 0.690158 0.395021 0.295137 12.5539 10.5706 1.98328 1.33639
internal_count=2900 773 144 2127 60 2067 629 557 412 211 145 201 99 77 72 55 2012 1537 475 444 132 312 253 238 146 92 1504 1211 293 158
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=13 13 17 13 13 8 10 23 6 6 22 7 7 19 23 23 23 17 3 3 5 9 3 10 3 18 20 17 10 22
split_gain=0.0196711 0.0528956 0.0463916 0.0411169 0.0468494 0.0734997 0.0603884 0.0482554 0.0367946 0.154426 0.0871938 0.0861498 0.0624145 0.0602179 0.076532 0.0973257 0.0742154 0.0949088 0.0521426 0.117273 0.123834 0.116019 0.117514 0.0996215 0.244494 0.16065 0.143623 0.0986323 0.0984731 0.115642
threshold=95.870416931800023 92.692659421600013 172.46189488870002 96.429616222950017 98.238948544700023 6.9445805182500004 80.288113607700012 0.082620000000000013 13.665319288000001 13.775321858200002 -0.58350999999999986 27.406980840450004 19.771475517600006 12.451004585100002 0.11467000000000002 0.089785000000000018 0.088005000000000014 212.86611723275004 85.622014538550019 86.302194445500007 18.092020786850004 206.08249486475003 84.968719212850019 66.697957758300021 89.227236891450005 13.583580954200002 37.360990606650006 192.15389660515004 65.727424373200009 0.20327000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 -5 10 -10 -6 12 -12 -14 15 16 17 -15 21 20 -20 22 -11 24 -21 -25 -27 -24 29 -26
right_child=3 2 -4 4 6 -7 -8 -9 9 18 11 -13 13 14 -16 -17 -18 -19 19 23 -22 -23 27 25 28 26 -28 -29 -30 -31
leaf_value=-0.0027238106853124957 0.053381297524775398 0.051763855206728854 -0.10063556655961821 -0.049363580907220372 0.047822846205187147 -0.10098829536550713 0.045092563475414141 0.075296319292407224 0.072828722071986471 0.018004687755429551 0.048246805699733449 0.052987054001206985 -0.1013717466001985 -0.071245465429406948 0.053485371478878364 -0.10120303481118254 0.060302847075508273 0.060717125464548022 0.081877449185769433 0.063389419401139138 -0.0099073188212561482 -0.049452995960493698 0.014378939903286267 0.043835707632487071 -0.0018154353630827345 0.0036755821890408959 -0.093227119527181629 -0.10220859510860479 -0.07324406839630164 0.069586382997476381
leaf_weight=0.52714352181570312 0.14623632332222669 0.024401861212936637 0.11008744762557399 0.065593209737015878 0.17928708793624526 0.11592303866109432 0.30167979036923576 0.058967912604657613 0.29617353007779357 1.0254926499692363 0.077350657229541708 0.11773961413928191 0.15767748791040503 0.23630355051591323 0.08933140269073192 0.20773461605858756 0.095057655009441078 0.070839470048667863 0.36641839786898245 0.62500352086499056 0.24546663493674714 0.65742155893167353 0.12494121739291575 0.20868880278430957 8.0496336861681304 0.24446721090225765 0.40857612116951714 0.1730888156889705 0.18669140719430366 0.23340627308243789
leaf_count=629 33 23 121 50 36 57 44 15 34 107 15 25 64 142 17 69 7 12 26 41 31 143 10 17 974 17 54 41 14 32
internal_value=-0.000136598 -0.0170055 -0.0729841 0.000619304 9.15154e-05 -0.0436815 0.000823633 0.00965109 -0.000125095 0.0014578 -0.0166382 -0.0276237 -0.0377822 -0.0455475 -0.0329597 -0.0456204 -0.0169123 -0.0408096 -0.000226615 0.00256412 0.0450566 -0.0151152 0.00194106 -4.72972e-05 0.00303174 -0.0325435 -0.0569515 -0.0533324 -0.00142221 0.000196583
internal_weight=15.4268 0.661633 0.134489 14.7652 14.619 0.240484 14.3785 0.124561 14.0768 12.8455 1.23132 1.05203 0.934295 0.856944 0.699267 0.609935 0.402201 0.307143 12.5493 10.5684 0.611885 1.98094 1.32352 9.95647 9.09473 0.861732 0.653043 0.29803 8.46973 8.28304
internal_count=2900 773 144 2127 2094 122 1972 65 1928 1541 387 351 326 311 247 230 161 154 1507 1206 57 301 158 1149 1061 88 71 51 1020 1006
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=16 22 21 23 21 19 15 22 17 6 18 7 21 15 13 23 18 23 6 13 16 21 5 21 9 22 20 23 23 22
split_gain=0.0191365 0.107926 0.121692 0.118432 0.0843738 0.0840882 0.0701277 0.153405 0.0930131 0.147364 0.107634 0.114917 0.0884013 0.0678819 0.06545 0.149357 0.203737 0.149209 0.150201 0.13912 0.123445 0.158476 0.154108 0.102982 0.114013 0.0933148 0.051182 0.0441617 0.0986262 0.0950974
threshold=22.624947093000003 -0.096499999999999989 6.655069997600001 -0.15148999999999999 0.66871128820000014 14.251149826300002 46.074827201850006 -0.082314999999999985 200.23903127160003 16.395383075500003 13.373311100250001 22.426784932800004 5.977284140550001 39.104631750950013 117.38883580790001 0.099425000000000027 13.788608055100001 0.10500500000000003 16.485385178400005 117.30011668960002 22.554947256700004 4.6354459407500004 22.204885925350002 7.9012669525000012 193.60452210450003 -0.060760000000000002 41.261521012900012 0.11467000000000002 0.09721500000000001 -0.030145000000000002
decision_type=2 2 2 2 2 2 2 2 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 13 -3 -5 -6 8 -8 9 -7 11 12 -11 -2 19 16 20 -17 -19 27 22 -22 -16 -23 -25 -24 -13 28 -1 -29
right_child=1 3 -4 4 5 6 7 -9 -10 10 -12 26 -14 -15 15 17 -18 18 -20 -21 21 23 25 24 -26 -27 -28 29 -30 -31
leaf_value=0.0028542386927720102 0.029741559483115937 0.090483651499739817 -0.092827550534010206 0.069059091661841931 -0.058001638144560975 -0.058934213470060975 0.053226253569261694 -0.10208289722344349 0.06422470834054568 -0.058514183251153921 -0.039641458600049653 0.025564932568596373 0.0390466208271932 -0.050109288950786479 0.065811399247713245 0.07167316508972385 -0.10377675264046027 -0.073372288766467703 0.048721497790965351 0.074156126207843953 -0.087341850538643545 0.025829417034471305 -0.10344553581830718 -0.089395961242580535 0.0038099087366875771 0.069036771634314195 0.076987308413906941 -0.0096972310425227238 -0.027326369076663717 0.063776392510606864
leaf_weight=6.4682072126339527 0.27813180536031756 0.19195141654927361 0.21111597710114438 0.21665941801620725 0.20109880658492363 0.28770303609781045 0.10702235622875378 0.15674356995987171 0.33116025000344951 0.19987193256747537 0.25190250884043042 0.34735168667975813 0.17349876803200459 0.17248535797989462 0.33034024271182705 0.34360945457592595 0.30919873603852455 0.22156615697895177 0.18479877166100778 0.26064815793142848 0.3697905600274678 0.43312813534430461 0.11163343804400938 0.24759210202319082 0.27927725229528733 0.043623139513101705 0.43716490428232646 0.38573331215127382 1.3004672527430328 0.32423188634794531
leaf_count=1853 23 13 25 20 26 20 24 32 28 30 24 22 14 31 16 19 35 25 18 18 34 30 59 20 21 13 30 81 252 44
internal_value=-0.000142454 0.00626751 -0.0301759 0.0145772 0.00920106 0.00400005 0.00943905 -0.0390666 0.0157458 0.00628812 0.0195984 0.0324862 -0.0131794 -0.000823415 -0.00210944 -0.0151988 -0.0287418 0.0231667 -0.0178488 0.00219597 -0.0159617 -0.0317197 0.0271908 -0.0102941 -0.0399904 -0.0549824 0.0542196 -1.62108e-05 -0.00219796 0.0238572
internal_weight=15.1777 3.56386 0.661733 2.90213 2.71018 2.49352 2.29242 0.263766 2.02865 1.69749 1.40979 1.15789 0.373371 0.450617 11.6138 2.87456 2.12458 0.749974 0.406365 8.73929 1.81538 1.32979 0.485597 0.959997 0.526869 0.155257 0.784517 8.47864 7.76867 0.709965
internal_count=2900 362 79 283 270 250 224 56 168 140 120 96 44 54 2538 290 228 62 43 2248 193 105 88 71 41 72 52 2230 2105 125
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=16 19 16 23 20 18 21 23 6 6 5 20 20 21 21 22 20 20 23 15 20 10 10 21 21 22 15 7 3 16
split_gain=0.0175798 0.0653466 0.0612094 0.0492039 0.052887 0.0499372 0.0462611 0.0453755 0.0446081 0.133908 0.0725665 0.0801478 0.0735611 0.0644921 0.0671648 0.0532427 0.0535489 0.0822984 0.0498106 0.0471691 0.0565207 0.0451631 0.0525081 0.0434212 0.104181 0.091423 0.115205 0.106948 0.0729765 0.164477
threshold=13.534968349350001 11.850956171350001 13.039969506900002 0.076580000000000023 39.211875820650008 13.849588037450003 2.4738339625000005 0.093480000000000021 13.665319288000001 13.825323026450002 13.697488545350001 34.997818021800008 43.124157941850008 5.3801611018500006 0.48873335625000008 -0.50001499999999999 40.742467179200005 39.852039223600009 0.086230000000000015 32.393814985100008 47.480720532750006 69.873026810350026 78.820215468450016 2.7924425290000001 4.3636502323000004 -0.11600999999999999 40.452545866750008 24.701534972700003 85.54673771085001 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=2 -2 3 5 7 -1 -6 -5 10 -10 13 -12 -13 14 -3 16 17 -11 -16 20 -14 -15 -23 -17 25 -25 27 -27 -26 -30
right_child=1 8 -4 4 6 -7 -8 -9 9 15 11 12 19 21 18 23 -18 -19 -20 -21 -22 22 -24 24 28 26 -28 -29 29 -31
leaf_value=-0.10073853098642488 0.040513666947463889 -0.079256100148146338 -0.10093196745547757 -0.10051106928712338 0.010063565959330546 0.024274115739741486 -0.095423849339572347 0.068814176549831282 0.06365588800958541 -0.07052626494532456 0.049892471841926238 -0.078518107442290153 -0.10068785726628121 0.039740826100685765 -0.006034850117755973 0.010030159351180144 -0.089441650231711245 0.031136950050118867 0.076958730306527459 0.05711393736088495 0.031611235237398443 -0.10103462349606181 -0.0029342056997242088 0.01450169923720955 -0.026364822659829812 -0.090795263150149269 0.010434102299427189 0.0015700457702791015 0.076505545063977776 0.0017758840105301693
leaf_weight=0.034580222695695606 0.40025338085433659 0.046309976672261 0.074294850916203359 0.02088242410675889 0.058006999130554959 0.42063316377516458 0.14674374822448044 0.065363513805237972 0.33621125679928709 0.13975038344141921 0.086031024933618028 0.39653116801491706 0.072309136208787095 0.071083131872001104 0.10819457270281418 3.6338988370434908 0.12581558445526753 0.18508794816443697 0.2180720768392348 0.076879661763086915 0.058349927072413266 0.1092367466540054 0.10900867775671941 0.3469689212506637 0.80409380100900296 0.50125170750425219 0.26298398899234599 0.16716460913448827 0.3111875349757155 5.4998627403595037
leaf_count=60 99 46 64 88 57 224 249 58 42 29 20 143 35 11 47 439 29 19 31 11 12 104 55 37 143 59 33 26 111 519
internal_value=-0.000143101 0.000686844 -0.0143715 -0.00575326 -0.0378701 0.0147775 -0.0655387 0.0278161 -0.000479591 0.00141348 -0.017722 -0.0404112 -0.0532722 0.00593381 0.0334408 -0.000333597 -0.0340531 -0.0126001 0.0494369 -0.00503635 -0.0416055 -0.0294877 -0.0520357 0.000984636 -0.00317961 -0.0293133 -0.0456354 -0.0676956 0.00187069 0.00577773
internal_weight=14.887 14.0665 0.820505 0.74621 0.290997 0.455213 0.204751 0.0862459 13.6663 12.3143 1.35201 0.690101 0.60407 0.661905 0.372577 11.9781 0.450654 0.324838 0.326267 0.207539 0.130659 0.289329 0.218245 11.5274 7.89351 1.27837 0.9314 0.668416 6.61514 5.81105
internal_count=2900 2100 800 736 452 284 306 146 2001 1486 515 221 201 294 124 1444 77 48 78 58 47 170 159 1367 928 155 118 85 773 630
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=17 5 4 6 0 9 10 6 3 3 20 15 22 21 2 6 15 18 19 6 18 18 12 20 0 15 16 21 21 5
split_gain=0.0185879 0.067153 0.0263494 0.0286134 0.0182965 0.0992919 0.121001 0.0885584 0.0851998 0.0959162 0.160352 0.0795048 0.0701083 0.12086 0.0621693 0.0855231 0.0609117 0.0568085 0.109593 0.0566861 0.0529169 0.193204 0.0905262 0.0524009 0.047979 0.141733 0.137348 0.131096 0.137696 0.137029
threshold=161.95900874150001 28.372909273050002 159.66984649465005 16.565387047600002 85.716110573100011 187.38923140910003 61.928633034850002 16.575387281250006 93.770731131900007 93.58791597905001 39.56957118270001 42.670190152050004 -0.073724999999999999 3.4703576882500005 122.26439358135001 16.665389384150004 39.283112803100003 13.278511569200001 14.351157895250003 16.605387982250004 13.064341268650002 12.903279561150002 153.81200556610003 40.532725462000009 87.29692395375001 36.508287084250007 22.654947022900004 2.6263314141000005 13.296557277800002 22.694406402050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 11 12 9 17 -11 -7 13 -2 -9 -16 -10 18 20 -13 21 -6 -22 -12 25 -19 -26 -27 29 -29
right_child=4 2 3 -5 8 6 -8 14 16 10 23 19 -14 -15 15 -17 -18 24 -20 -21 22 -23 -24 -25 26 27 -28 28 -30 -31
leaf_value=-0.09142147127492245 0.043480000183443474 0.1006546866724623 0.1003931657092495 -0.10022834169889504 -0.044039860686603177 -0.051887422352501503 -0.087383553949584677 0.084714864826252845 0.068425820012930585 0.054237152999187938 -0.030393827914017159 0.07113894849569348 0.054053811324962758 -0.06622943518354453 0.07122521569422284 -0.10068844815752109 0.0092455710185834119 -0.080530027183551803 0.051229704314544502 -0.014095108234707568 -0.072027893678890842 0.086566448988644462 0.019980096796881716 -0.10318172250294909 -0.00049921665890508037 0.054464958129483536 0.065405461307288512 -0.067791835961163172 0.039902528867403454 0.0032500825920406874
leaf_weight=0.088742745826324021 0.15140377008356154 0.035331089049577713 0.011267569847404957 0.019262423822056007 0.22901587545129121 0.22682861369776219 0.28441744406927683 0.22286734714543854 0.31066921330057162 0.13158371252939183 0.16989802779789898 0.14683281298493966 0.13018371875841583 0.29816139506510808 0.065043210917792749 0.052130268803239233 0.39511021445287042 0.28401610892615226 0.63399596849922091 0.16651530853960139 0.2257895942311734 0.22409016644814983 0.20314870991569478 0.23669871714264445 7.6998932370286735 0.31120524962898333 0.32976232038345177 0.57531714178912785 0.3249881729716434 0.51415100300800987
leaf_count=137 36 2 1 52 23 49 95 59 17 10 15 17 25 71 18 87 30 36 36 26 19 25 23 45 1793 21 33 35 21 43
internal_value=-0.000153463 -0.0346447 0.0418576 -0.0261858 0.000213189 -0.00939449 -0.0345921 0.0131953 0.00152259 -0.000448393 -0.0417148 -0.00679606 -0.0105685 -0.0292817 0.0537111 -0.00525886 0.0352955 0.00147355 0.0195167 0.025845 -0.00327802 0.0205534 -0.0284522 -0.072767 -0.00125114 -0.0150696 0.00220736 -0.00429583 -0.0172242 -0.0342651
internal_weight=14.6983 0.154604 0.0658611 0.03053 14.5437 1.74438 0.824594 0.91979 12.7993 12.0936 0.53818 0.540177 0.579749 0.449565 0.340041 0.117173 0.705779 11.5554 1.51604 0.313348 0.882044 0.453106 0.428938 0.406597 10.0393 2.00968 8.02966 1.72566 1.41446 1.08947
internal_count=2900 192 55 53 2708 483 187 296 2225 2178 70 92 132 107 164 105 47 2108 126 43 90 48 42 60 1982 156 1826 120 99 78
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=17 9 6 13 16 13 23 15 18 20 20 15 13 21 15 9 21 21 6 18 7 12 0 0 7 18 18 16 21 16
split_gain=0.0210437 0.0399961 0.0247727 0.0670786 0.0215864 0.0503637 0.0441331 0.0325395 0.0795504 0.071056 0.0741224 0.0682772 0.0390979 0.136764 0.101828 0.237461 0.0603428 0.0869836 0.129391 0.139706 0.105843 0.0926926 0.129527 0.0825669 0.123969 0.104106 0.152883 0.106644 0.104849 0.180661
threshold=159.06578391905001 58.059373288650008 20.305474434200004 119.04223755815001 22.724946859200003 117.75715457175001 0.095845000000000027 44.34858359035001 13.278511569200001 43.124157941850008 41.621607100200002 46.810838056050009 117.55283175385001 10.048480919900003 41.657300687350009 195.39349636155001 8.9353283289500016 9.6758169699000014 16.355382140900002 13.064341268650002 22.535351262400003 108.47758681740001 88.576630023850015 85.716110573100011 19.617375644250004 13.482409244300003 13.5308213324 22.604947139800004 8.3704840485500025 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 5 7 -6 12 -9 10 -10 -12 16 14 15 -14 23 -18 21 20 -20 -19 -23 24 -2 -25 -27 28 29 -28
right_child=2 -3 -4 -5 6 -7 -8 8 9 -11 11 -13 13 -15 -16 -17 17 18 19 -21 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.075618388834485559 0.023137496723447046 -0.10165585786379482 0.042412713002474157 -0.078413538354176873 0.057793541453671528 -0.056971674886801597 -0.010858975480446812 -0.10064198985862677 0.010404558439277123 0.059441655881801864 -0.10239839484842211 -0.0033372938171763369 0.012339487701135809 0.044966246477683859 0.042377052651116034 -0.090181343903518077 -0.064165028441999145 -0.063267687074152978 -0.031666897948891853 -0.069113933780804201 0.1009874625990024 0.065760089836306809 -0.00072597534202321163 0.030279691811353107 -0.10171822775464641 -0.10491084702942002 3.5796080620086535e-05 0.062393406565399191 0.067644346916595197 -0.10437494917502291
leaf_weight=0.017118805360554101 0.1438842652989808 0.049608628867588322 0.13712127460621637 0.10908049306999679 0.19017553044977908 0.15525245717435687 0.18446285999380052 0.10380986244626988 0.33446422054475988 0.13172613703864045 0.15933900259551592 0.12351005429809447 0.67871438851580135 0.85514205723302428 0.32677359401714046 0.33865767577663064 0.30022331000458313 0.16844421541145527 0.15180916941517342 0.54907208605800406 0.09961586631834507 0.38083570006892831 1.2707869007409724 1.4130704431872798 0.17778239663516615 0.1355487373220966 5.1042931055150689 0.28300187044078473 0.21653885095383874 0.17128034436609585
leaf_count=36 68 84 24 69 21 32 22 81 39 23 24 25 44 49 27 25 70 26 52 46 4 42 458 121 125 7 1170 30 40 16
internal_value=-0.000148509 -0.0561765 0.000111217 -0.000295623 0.000306654 -0.000337548 0.0239907 0.000308096 -0.0186034 -0.00723363 -0.0214612 -0.059142 0.00157156 0.013702 -0.00618825 -0.0217871 -0.00095332 -0.0131799 -0.00733878 -0.0408445 0.0208914 0.00739762 0.0146046 0.00371761 -0.0458692 0.00589552 6.59627e-05 0.00252989 -0.000554802 -0.00335407
internal_weight=14.4611 0.0667274 14.3944 14.2573 14.1482 13.7736 0.374638 13.6183 0.852849 0.749039 0.617313 0.282849 12.7655 2.19929 1.34415 1.01737 10.5662 2.92079 2.62056 0.800497 0.251425 1.82007 1.65162 7.6454 0.321667 7.32373 5.91066 5.77511 5.49211 5.27557
internal_count=2900 120 2780 2756 2687 2644 43 2612 192 111 88 49 2420 145 96 69 2275 698 628 102 56 526 500 1577 193 1384 1263 1256 1226 1186
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=5 21 17 23 5 18 20 18 3 5 23 20 13 16 19 7 9 16 16 21 15 22 13 12 18 3 6 9 20 5
split_gain=0.0168557 0.0523563 0.0492466 0.0368923 0.0469219 0.0266818 0.0235403 0.0211838 0.0784625 0.0916268 0.0567079 0.0494375 0.0556701 0.0770378 0.0780202 0.087058 0.0674347 0.0882097 0.0546734 0.0719998 0.0568045 0.0431904 0.0325229 0.0462744 0.0309496 0.071433 0.0372426 0.110145 0.0950143 0.0906163
threshold=7.7286379265000011 8.8712712239000009 201.37020668845003 -0.17732499999999998 2.7861270712500006 16.433295803950003 48.315732392000008 15.606027545000002 81.430708313150021 13.697488545350001 0.088500000000000023 44.710446918150005 98.362617618700014 15.689963310050002 13.351077205700003 25.823591744850003 205.70977008025002 14.994964935250001 10.489975469900001 3.2821610579500002 20.044580420600003 0.0043900000000000007 95.870416931800023 325.25099387990002 15.312071772700003 83.511574906150017 14.835346625500001 203.83507631320003 43.124157941850008 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=1 -1 3 -3 5 -5 -7 8 9 10 -2 12 18 16 21 -16 -14 -18 22 20 -20 -15 23 -9 26 -26 27 -10 -29 -28
right_child=7 2 -4 4 -6 6 -8 11 24 -11 -12 -13 13 14 15 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-0.10036708645440347 -0.0515010849298436 0.086604660981707701 -0.10075213445465965 0.099127297012422913 -0.10027358110643794 0.070998343969045516 -0.10040741899967953 -0.10042555730931586 0.0025186254112078196 -0.08777328155430679 0.070931994256082667 0.081600159965658864 0.071898940774126049 -0.087814137408519954 -0.077781075104902647 0.062224450627290678 -0.030570210075447316 0.067298804562386502 -0.10067041230137988 -0.100749075161062 0.046577804047641697 0.012140696021689658 0.084151081462806795 0.081886916447362568 0.060042578820010732 -0.027487589587673601 0.066332344523306955 -0.067324015693379882 0.022851845211153979 0.00058331471910536708
leaf_weight=0.068596865492339343 0.071468774271123858 0.060415125887629983 0.038882207525716694 0.035066792464931495 0.038010167973652642 0.014089143993146536 0.018576970136450655 0.032512025360801 1.4952044800347128 0.21904451446971507 0.080377308635434019 0.093653671574429498 0.32306161007727474 0.14987454004767642 0.060293568545603193 0.16863446020943229 0.2234864647834911 0.15664019389078021 0.037062502372464223 0.13963493934897997 0.089380235051066848 0.060752806923119351 0.057827880096738227 0.024348744335839001 0.25201363425003442 0.1479850941695986 0.21451189275830884 0.50724319582877786 0.1518155230442062 9.1873240558585376
leaf_count=312 43 26 54 8 71 8 38 85 335 102 14 20 35 64 22 47 36 19 53 99 26 16 9 11 28 23 15 102 19 1160
internal_value=-0.000163176 -0.0247422 0.000558266 0.0242656 -0.0113511 0.0385502 -0.0264788 0.000319159 -0.00109258 -0.0463901 0.0133069 0.0110803 0.00674525 0.0177795 -0.0150608 0.0253507 0.0383076 0.00975904 -0.0263704 -0.0512484 0.00341686 -0.0589834 0.0313465 -0.0223563 0.000312598 0.0276596 -0.000633981 -0.0124936 -0.0465518 0.00208344
internal_weight=14.2178 0.273637 0.20504 0.166158 0.105743 0.0677329 0.0326661 13.9442 12.327 0.370891 0.151846 1.61716 1.52351 1.14274 0.439555 0.228928 0.703188 0.380127 0.380766 0.266078 0.126443 0.210627 0.114689 0.0568608 11.9561 0.399999 11.5561 2.15426 0.659059 9.40184
internal_count=2900 517 205 151 125 54 46 2383 1841 159 57 542 522 239 149 69 90 55 283 178 79 80 105 96 1682 51 1631 456 121 1175
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=9 23 10 13 10 5 6 2 22 9 20 21 15 22 5 5 3 18 9 10 23 13 13 22 0 20 22 22 0 2
split_gain=0.0171521 0.0606318 0.0602303 0.0536395 0.0901111 0.0783408 0.0711355 0.0442507 0.0571593 0.0427763 0.102346 0.108342 0.0704508 0.0323086 0.0320252 0.077576 0.0853885 0.0994699 0.0926151 0.0778113 0.126302 0.119855 0.157565 0.14905 0.105112 0.102643 0.0921175 0.127678 0.110784 0.0856665
threshold=215.80505313260002 0.072890000000000024 78.962703749400006 117.07428620665002 64.071334164850015 18.725555412050003 16.245379570700006 357.36576196840008 -0.037524999999999996 210.97856947250003 41.558544840500012 1.8881760204500002 33.755638987250002 -0.59967499999999996 20.717225865800003 20.837651832150005 88.918064206450012 14.339258036900002 207.13025159505005 62.041548276350007 0.085880000000000026 117.38883580790001 117.07428620665002 -0.067574999999999996 86.345209775600011 36.921550069850007 -0.081474999999999992 -0.14380499999999999 86.388225105700016 100.60547560250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -6 -7 9 -9 14 11 -11 -13 -4 -1 -16 -17 18 19 29 26 22 25 -23 -25 -22 27 28 -21 -18
right_child=1 2 13 -5 5 6 -8 8 -10 10 -12 12 -14 -15 15 16 17 -19 -20 20 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00648750561539874 -0.070476763749557178 0.10053771617854182 0.062570918131751571 -0.023400680856115963 0.049424375088914618 -0.079847554714810101 0.030034657972179059 -0.10172564501000886 0.027252485999091716 -0.061756592717004948 -0.079558286761295505 -0.001632663338080882 0.089374661455630916 -0.080356040844139234 -0.05281877952841757 -0.059605614106604046 0.044870043129892789 0.078637622857268399 -0.076659452007366999 0.059460309204505971 0.040053605499428123 -0.065543011507475504 0.084476990064088694 -0.037353147484476233 0.053980288524083778 -0.059303574386874294 0.0068421354878762004 -0.10378258159849699 -0.074999917764404206 0.0032307945318898659
leaf_weight=5.5573326291410101 0.083055900508043901 0.176455312175676 0.019437507726252079 0.17543479015148478 0.34263647009538545 0.11906962585999281 0.11661893777500154 0.095523735632866646 0.053662720632019822 0.18789334212158415 0.2282772387170553 0.23278266137003811 0.13404202355377492 0.084880669864787706 0.30830316476931319 0.24220504604272708 0.61995228611476738 0.16043942983378645 0.15814502982539114 0.11916933676252484 0.21689876639175032 0.40665696637006488 0.33584663166038808 0.218171825606987 0.29827891476452351 0.19971090016588278 0.2550660107044681 0.34973389283368306 0.12613279139623046 2.4336929008568404
leaf_count=1404 35 15 7 36 64 32 22 59 24 40 59 48 14 86 20 73 71 20 24 29 23 49 17 31 15 28 33 32 21 469
internal_value=-0.000157873 0.0117279 0.0183275 0.0264078 0.0379848 0.018899 -0.0254777 -0.00118457 -0.0553319 -0.00055292 -0.0231995 -6.75631e-06 0.0316225 -0.0537246 0.000924053 -0.00387061 -0.00141286 0.000976907 -0.00119476 0.00094428 -0.012041 0.00388739 0.0335107 -0.0202595 0.015397 -0.00757542 -0.0434362 -0.0649883 -0.00967828 0.0116844
internal_weight=14.0555 1.11759 1.03453 0.930215 0.75478 0.578325 0.235689 12.9379 0.149186 12.7887 0.782995 0.554718 0.366825 0.104318 12.0057 6.4484 6.1401 5.8979 5.73746 5.57931 2.52567 1.67556 0.752456 0.923108 0.516451 0.41661 0.850102 0.595036 0.245302 3.05365
internal_count=2900 297 262 169 133 118 54 2603 83 2520 161 102 62 93 2359 955 935 862 842 818 278 163 68 95 46 51 115 82 50 540
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=13 16 3 13 22 22 23 20 16 22 22 5 4 5 0 22 23 23 3 16 16 23 17 5 21 0 8 6 16 22
split_gain=0.0179764 0.192737 0.180235 0.112816 0.0922996 0.0995316 0.0787573 0.0724177 0.142644 0.0803826 0.130548 0.159172 0.143201 0.114665 0.137679 0.11054 0.117463 0.19303 0.168068 0.169664 0.130638 0.124619 0.118897 0.116936 0.108577 0.101372 0.09618 0.0811709 0.0728215 0.0711533
threshold=112.82921081865001 19.974953289850003 89.227236891450005 113.85351336640001 0.20327000000000003 0.13860000000000003 0.25847000000000003 38.238138001450004 20.914951091750002 -0.088099999999999998 -0.10282499999999999 21.850554661550003 197.66210197150005 21.623222698850004 87.181320254150009 -0.085734999999999992 0.083415000000000031 0.093295000000000031 93.249170254600017 22.614947116400003 22.624947093000003 0.10461500000000003 195.89498576185002 22.665750084250003 2.6720444286000005 86.162394622750014 8.3434888241000014 16.505385645700006 22.584947186600004 -0.053019999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 29 -4 5 7 -1 8 -5 10 13 -12 -13 -9 25 -11 23 20 22 -20 -18 -21 -19 -17 -14 28 -25 -22 -15 -2
right_child=2 -3 3 4 -6 -7 -8 9 -10 15 11 12 24 14 -16 16 17 18 19 21 27 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0013062786053117123 0.082691799166348473 -0.082224575755022164 -0.082582834237586028 -0.01236266284747046 0.066838990619105518 -0.063961710121996265 -0.10112447758967875 0.033439871092895722 0.078081872779969447 0.060829911773838709 -0.090566851312114754 0.078161711532530057 0.047165961884030168 0.021009272141673231 0.061229384571350298 0.062131022971901817 -0.078025616843228562 0.088725449855488303 0.057882093747978813 -0.0051187856197722065 0.017844029966554882 -0.10247060817680274 0.009115489802059654 0.044335813976506447 -0.10239573665430857 -0.093765570195317074 -0.0660881564268926 -0.059272298742532217 -0.053069624656117059 0.01500933555256824
leaf_weight=5.3818979165573504 0.36622288532089442 0.30173478425422207 0.16765121425055429 0.36169215989320935 0.20319052114291469 0.24638553571458022 0.076125519203202319 0.60815964464563899 0.3367091849213466 0.33810433673715978 0.43870035628788073 0.14010388357564807 0.073504287320247386 0.26882783993823978 0.16277448739856482 0.52778924116865011 0.51498451305997173 0.35958337876945712 0.2017732274998707 0.28595256446533313 0.38749884498793108 0.24342666697702953 0.3922412907704711 0.14752278295577526 0.14291576596542654 0.24096394763910212 0.16951649399561575 0.21071357340224495 0.26205836108420044 0.26972241915063744
leaf_count=1842 30 49 32 65 30 29 39 37 34 28 34 7 7 96 9 34 54 22 31 33 37 30 28 63 46 24 35 23 48 24
internal_value=-0.000156027 -0.00442343 0.00289022 -0.00148151 0.000390005 -0.00152192 -0.000122369 0.000735325 0.0312419 -0.00274767 -0.0173217 -0.0502349 -0.000606706 -0.000356642 -0.022348 0.0062688 0.000907756 -0.00963187 0.0139927 -0.0201446 -0.0411041 -0.0498845 0.0471914 0.0332962 -0.051599 -0.0399735 -0.0147063 -0.00931933 -0.0155579 0.0539857
internal_weight=13.8284 5.75976 8.06869 7.43274 7.26509 7.0619 5.45802 6.81552 0.698401 6.11712 2.33801 0.795224 0.356524 1.54278 0.934625 3.77911 3.441 2.59617 1.48298 0.731152 1.1132 0.529379 0.751825 0.844829 0.21642 0.77185 0.317039 0.598212 0.530886 0.635945
internal_count=2900 1930 970 916 884 854 1881 825 99 726 308 94 60 214 177 418 390 258 144 94 114 63 50 132 53 168 98 60 144 54
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=19 10 5 5 5 22 0 3 23 6 6 10 23 17 21 21 3 7 21 23 8 16 17 18 18 23 9 16 2 15
split_gain=0.016392 0.040732 0.0260054 0.0593755 0.0571764 0.0762372 0.0517939 0.050115 0.0530317 0.0426164 0.0416868 0.0509752 0.0464495 0.0635703 0.0628512 0.10367 0.0876918 0.0697195 0.0906454 0.0533426 0.0599502 0.0624634 0.0497008 0.0472072 0.0850483 0.0569306 0.0682129 0.0573893 0.0720385 0.0703995
threshold=14.651182102100002 61.987779113750001 23.721757872050002 23.442459712300003 25.763052016400003 -0.063985 86.420486603250012 93.794927255050013 0.092290000000000025 16.635388683200002 16.565387047600002 61.86411003975001 0.11308000000000003 185.01807150455002 15.697044644950003 15.031613344500002 93.491131486350014 25.658442496500005 16.247620585350003 0.25847000000000003 8.4434108459500017 22.614947116400003 185.26837593205002 12.752103815600002 12.903279561150002 0.10500500000000003 190.24759545780003 22.654947022900004 165.21120286730005 43.758818131150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 -4 -9 10 11 -1 14 -14 15 23 17 18 -16 -15 21 -21 -20 -13 -25 27 -27 29 -29 -26
right_child=1 -3 4 -5 6 -7 -8 8 -10 -11 -12 12 13 19 16 -17 -18 -19 22 20 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.054773637115921897 -0.016516476749396155 0.039758586074875993 -0.10126859897689533 0.048108396284141985 -0.0064110540518884651 0.0043361396420926067 0.069188426863603367 -0.07500889627015607 0.037958796655385235 -0.040921987991517833 0.027334444740433079 0.081471021992717441 -0.047611825756169887 0.046605566951862944 0.072675576388047114 -0.080867425840713478 0.089128416739261043 0.06065306887955331 0.013775734014851784 -0.081283344136767549 0.048847515739586622 0.02406280759609869 -0.090910877205304608 -0.080251584139443805 -0.0011235016737885688 0.026685915610169638 -0.050502580329335613 -0.0045233670956063305 0.068779630155137592 -0.086070847717997528
leaf_weight=0.17299848471406498 0.21590593960536431 0.31813912140205503 0.18993505563412327 0.25726233074601701 0.51803053608387017 0.26984563996393152 0.10983842358109541 0.096729177378620079 0.072853739055062761 0.25463729856187534 0.54852934740483839 0.065792232660892291 0.12516320475154319 0.5977976339986526 0.071579142846076915 0.17403638076547245 0.17271291988436133 0.14636092111913968 0.066435804597858805 0.12446884349817822 0.14387873945815954 0.10274581960402429 0.14289016268594423 0.14219841968497249 7.1553352898075087 0.1518690033075244 0.46514012611646649 0.27193243475630868 0.26443959923926741 0.098908203362952807
leaf_count=26 31 30 51 40 320 68 18 72 17 47 32 11 27 81 11 33 12 53 32 36 12 8 54 20 1604 25 70 15 30 14
internal_value=-0.000162423 0.0170075 -0.000869164 0.000597351 -0.0145367 -0.035837 0.0068142 -0.0659899 -0.0264774 -0.000469226 0.000450059 -0.000933755 -4.53065e-05 0.0194549 -0.00231741 -0.00445496 0.0289974 0.00469082 -0.0244674 0.0281187 -0.00166204 -0.0336461 -0.0576855 -0.00291142 -0.00356075 -0.00226368 -0.0315036 5.20965e-05 0.0316161 -0.00228172
internal_weight=13.5084 0.534045 12.9743 11.7171 1.25723 0.629364 0.627869 0.359518 0.169583 11.4599 11.2052 10.6567 10.4837 1.09405 9.38963 8.78965 0.599979 0.427266 0.280905 0.968891 0.371093 0.227215 0.209326 8.61562 8.54982 8.40762 0.617009 7.79062 0.536372 7.25424
internal_count=2900 61 2839 2293 546 208 338 140 89 2253 2206 2174 2148 164 1984 1822 162 150 97 137 56 44 86 1789 1778 1758 95 1663 45 1618
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=3 2 20 5 13 17 21 7 7 7 16 10 23 7 18 20 7 15 20 18 18 19 5 18 3 3 7 23 16 2
split_gain=0.0179695 0.0332994 0.0273855 0.0255623 0.0532138 0.0428753 0.0343037 0.0319342 0.0262367 0.0308105 0.0551489 0.0735133 0.0486087 0.0444807 0.0556149 0.128461 0.0907199 0.0716005 0.0555013 0.0530256 0.096378 0.0566535 0.0418579 0.0417885 0.0628069 0.0569379 0.0630402 0.109278 0.0728571 0.0647934
threshold=108.42013948475001 170.32456123625002 44.921040431000009 30.133297129900004 119.04223755815001 161.95900874150001 10.693943129750002 20.861721588400005 20.234873028950002 22.087764922150004 22.744946812400002 63.431481129800005 0.080960000000000018 22.296968840150004 12.960276960650001 40.08085804200001 22.597569836950004 36.282341310300005 41.726652433350004 13.057710350500001 13.197799034350002 14.351157895250003 22.553892743650003 13.278511569200001 93.308316333450009 94.093346107550005 23.124786352450005 0.088005000000000014 22.534947303500005 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=3 2 -2 4 5 -1 -5 -6 -7 10 11 -10 -13 18 15 -15 17 -16 -11 -18 21 -21 -19 24 -22 26 27 29 -29 -25
right_child=1 -3 -4 6 7 8 -8 -9 9 13 -12 12 -14 14 16 -17 19 22 -20 20 23 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.084344239807343374 -0.10011354513073739 -0.10141095579396031 0.063563603124345947 0.066195755930746558 -0.0057773606632205909 0.034115190935976675 -0.013296756406963492 -0.10103363295407647 -0.10216924979029146 0.081591331909266179 0.047104511851605364 0.018561720357821474 -0.050996568520397134 0.029371988249340814 0.073456752368314643 -0.080779308663980254 0.042030430042023788 -0.026730704903236494 -0.00059016381779796476 -0.086164789549393966 0.066153355692846902 -0.019512480455768505 0.038148626780724018 0.04845500474330975 -0.0063065371979193589 0.073522223345734147 0.00089081678396460298 -0.028148667984026932 -0.10405843660465425 -0.032644156441261798
leaf_weight=0.059623606268412455 0.014503422647977326 0.04874042362007458 0.034629650937858969 0.13246880849965315 0.060913302237168732 0.23010148398952779 0.091979418403752788 0.083353270933002932 0.12287842876912591 0.15260880652931419 0.098427850753068924 0.2157212933880146 0.18803785298268849 0.181423943140543 0.29850086745454874 0.25424731205066564 0.2811003744845938 0.18166186520829797 0.17806210735852801 0.19193315358825103 0.23439162620343168 0.38002115766039424 0.21970792670254014 0.22782930903849496 0.24430278650834225 0.10103072969514038 8.1141439641940405 0.35472575182302535 0.19646520518290345 0.1735632597537915
leaf_count=123 85 46 6 33 6 112 23 41 47 17 10 101 59 16 47 29 33 15 24 32 14 38 32 26 27 15 1744 32 28 39
internal_value=-0.000156262 -0.0428473 0.0152483 0.000159101 -0.000417502 0.000258959 0.0336195 -0.0608138 0.000652407 4.08615e-05 -0.0216027 -0.034444 -0.0138328 0.00117148 0.00014363 -0.0349097 0.00150725 0.0363674 0.0373376 -0.000816442 -0.00199513 -0.0418793 0.00878393 0.000369673 0.0291733 -0.00113431 -0.00196621 -0.0263024 -0.0552058 0.0133875
internal_weight=13.3471 0.0978735 0.0491331 13.2492 13.0248 12.8805 0.224448 0.144267 12.8209 12.5908 0.625065 0.526638 0.403759 11.9657 11.635 0.435671 11.1994 0.699871 0.330671 10.4995 10.2184 0.571954 0.40137 9.64645 0.478694 9.16776 9.06673 0.952584 0.551191 0.401393
internal_count=2900 137 91 2763 2707 2660 56 47 2537 2425 217 207 160 2208 2167 45 2122 94 41 2028 1995 70 47 1925 41 1884 1869 125 60 65
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=5 20 15 22 9 9 5 15 21 6 6 19 20 20 9 20 22 0 7 0 5 5 5 5 10 10 10 0 3 21
split_gain=0.0175799 0.0400087 0.0334483 0.0466032 0.0429796 0.0323786 0.0256845 0.0526675 0.0414112 0.0327569 0.114349 0.0602109 0.100489 0.0629959 0.0718129 0.0505428 0.0675754 0.0428427 0.0772832 0.0395881 0.0394526 0.0390468 0.101072 0.0378842 0.0765178 0.0792501 0.0674442 0.0827027 0.0583197 0.146396
threshold=9.4643395939000019 45.027406014450008 12.389956812050002 -0.15895000000000001 26.901933640100001 22.956698556650004 13.264960807550002 16.629348623500004 14.517221001200001 13.665319288000001 13.775321858200002 11.850956171350001 45.90502654165001 34.997818021800008 187.70546222865002 41.558544840500012 0.20327000000000003 95.762878606550018 19.701858966650004 97.835679825150024 17.708776378750006 16.579584939650001 16.892865140250006 17.671168838450004 71.090898343450007 70.865067860500019 70.026268923800004 96.055920542800024 85.54673771085001 1.2219980417000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 7 8 -2 11 -11 12 15 -13 17 16 -8 18 -15 21 -16 -12 -23 26 25 28 -24 -28 29 -25
right_child=6 2 3 -5 -6 -7 9 -9 -10 10 19 13 -14 14 20 -17 -18 -19 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.073039616408043406 -0.067779578857053699 -0.10034242591180227 0.021222379212822325 -0.079608495195332113 0.071334026349861038 -0.10041689028540379 0.03415844944681512 0.036146884909345492 0.0522040600945489 0.068465900950231404 0.035451415158270043 0.047105915246235364 -0.10074225406315318 0.054930371389784752 -0.085456270174090937 0.05657373719245419 -0.10090116087011924 0.057755992838533887 -0.10076784009603344 -0.050310513012916815 -0.012177825868941998 -0.074069674639219332 0.065974685288527499 0.022462611901046051 -0.049431448477132336 0.072160877812996863 -0.051641543838472651 0.039617404599227274 0.0012100360412772811 -0.10213295514973537
leaf_weight=0.012382710745797776 0.10047975686199961 0.017529022383428128 0.093047262402251363 0.090345846749187331 0.086763211163543019 0.082200639078564564 0.10211465446991386 0.47880870324888747 0.040303948848304572 0.24694422566972107 0.30816482414956858 0.083583788809846737 0.069182396952783165 0.055866314709419385 0.32884540930353978 0.25974892402336991 0.05813683927681268 0.083815331818186678 0.07425113958743168 0.15635896602543731 0.094610717686009593 0.18426115391775866 0.24104654137045045 0.19129471825055588 0.31448837645484751 0.15275250521517669 0.17866566311568022 0.22356360440608114 8.6005821731926044 0.18599065179660101
leaf_count=50 120 64 28 125 44 302 36 146 8 34 30 23 67 11 146 56 30 9 42 35 28 24 15 19 96 10 35 12 1197 58
internal_value=-0.000154737 -0.0212867 -0.00273684 -0.0284504 0.0424793 -0.0777082 0.000475682 0.0203376 -0.0334303 -0.000533503 0.00118683 -0.0161483 0.0109313 -0.0345218 -0.0452261 0.0293261 -0.0148392 0.00199814 -0.0339184 -0.000360525 -0.069084 0.000377616 -0.000674548 0.00066599 -0.000933249 0.000737187 0.0241474 -0.000918782 -0.00047804 -0.0389594
internal_weight=13.1961 0.382269 0.287685 0.183393 0.104292 0.0945833 12.8139 0.619592 0.140784 12.1943 10.9841 1.21016 0.489183 0.720973 0.637389 0.42 0.160251 0.213933 0.130117 10.7372 0.423456 10.5808 10.2726 10.0884 9.44511 9.13062 0.643276 0.402229 8.97787 0.377285
internal_count=2900 613 261 153 108 352 2287 274 128 2013 1565 448 189 259 236 122 66 62 53 1531 174 1496 1466 1442 1380 1284 62 47 1274 77
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=8 17 17 20 7 9 22 15 13 22 6 18 19 19 6 20 6 0 9 7 18 5 5 23 2 22 23 21 23 22
split_gain=0.0164284 0.0319379 0.0299423 0.03905 0.0288195 0.0253118 0.0426132 0.0283903 0.0275357 0.0477491 0.0400509 0.0333286 0.0423337 0.0577413 0.0354479 0.0588323 0.0272425 0.0391803 0.0792662 0.0402576 0.0589538 0.0377718 0.0663392 0.0504034 0.0605857 0.0298469 0.0555881 0.0301999 0.092646 0.0838669
threshold=1.7486353823000003 201.37020668845003 194.04732099685003 49.842240509300005 26.113553071150005 53.944017839150007 -0.24103499999999997 21.466448620650002 95.870416931800023 0.20981000000000005 6.5601532769500013 17.140917755100002 12.150980378200002 13.451085274650001 10.715250360100002 43.902382686800003 11.260263094250002 98.851916998450022 187.70546222865002 25.582719811950003 16.255760498500003 16.579584939650001 16.892865140250006 0.088990000000000027 173.78410684300005 -0.5169149999999999 0.094275000000000025 1.2219980417000003 0.083415000000000031 -0.094344999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -2 -8 9 10 -7 14 -13 -14 15 -10 -16 21 -19 -20 -21 23 -23 -18 -25 26 -24 28 -27 -30
right_child=5 -3 -4 4 -6 8 7 -9 11 -11 -12 12 13 -15 16 -17 17 18 19 20 -22 22 25 24 -26 27 -28 -29 29 -31
leaf_value=-0.092060937972579401 -0.050596868413448265 -0.10047548337815648 0.027282079096035795 -0.1001436224563876 0.052418407786014622 0.018838396880691777 0.010471153787957941 0.078490806226218401 -0.10063266785482883 0.066025887143088352 -0.086445513382245154 0.069821925647781877 -0.053857566262749929 0.059713752170664304 0.043580487665837379 0.0080882520162703121 0.051618314050004416 0.061382443787163544 -0.10080913389416882 0.019156144559974483 -0.081802384085630439 -0.057922688342869781 -0.068961471356398074 -0.04008963173669166 0.050879008022523167 0.042022482106233827 0.017422739013821922 -0.0013104828497273238 0.034679523039529196 -0.021806826765456991
leaf_weight=0.07212106278288466 0.054976680932895761 0.045441196421421637 0.11881546643093088 0.016500415551035985 0.049609987855035342 0.050087317056123903 0.11499948717573616 0.13156189394703688 0.092738030150937401 0.038179724978590457 0.12967776263508313 0.15462230116827491 0.09711476548545761 0.083047912281472236 0.14272468054878018 0.10743030892626848 0.32894572181976123 0.076900376720005492 0.11000225216412218 0.1254333787564974 0.10733269478441798 0.19863760162843291 0.16759297042152965 0.18806389432575088 0.11988262948580086 0.68774410121478169 0.13409648786182515 8.071731852738024 0.3847292135706083 0.82969780428538786
leaf_count=163 38 137 92 60 44 56 48 43 52 22 234 23 29 18 24 26 32 10 69 39 49 29 34 32 25 146 33 1144 46 103
internal_value=-0.000160573 -0.0231932 -0.00953108 -0.0411735 0.0143406 0.000386812 0.0290143 0.0467655 -0.000307861 -0.0355395 -0.0571106 0.000321092 0.0314374 -0.00150565 -0.000556249 -0.0422822 0.000159234 -0.000378221 -0.0303719 -0.0509571 -0.0273977 0.000754646 -0.000683082 0.0243993 -0.00467582 0.000423418 -0.030565 0.00136075 0.0126959 -0.00391201
internal_weight=13.0304 0.302488 0.257047 0.138231 0.0661104 12.728 0.301538 0.246561 12.4264 0.217945 0.179765 12.2085 0.334785 0.180163 11.8737 0.200168 11.6735 11.5308 0.419669 0.342768 0.232766 11.1111 10.4742 0.636892 0.307947 10.2756 0.301689 9.9739 1.90217 1.21443
internal_count=2900 496 359 267 104 2404 129 91 2275 312 290 1963 70 47 1893 78 1815 1791 167 157 88 1624 1535 89 57 1506 67 1439 295 149
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=12 21 21 17 2 5 4 5 8 6 8 20 9 17 12 7 6 15 15 17 18 7 20 3 8 12 14 14 22 0
split_gain=0.0174519 0.0472813 0.0633102 0.0643501 0.0516321 0.0566639 0.0462565 0.0739966 0.0406313 0.0666013 0.055725 0.0574361 0.044161 0.0356693 0.037521 0.0290829 0.0287243 0.0278278 0.0822215 0.0611092 0.0539061 0.0954203 0.0595388 0.100188 0.066818 0.0635246 0.0586569 0.0640594 0.0890195 0.1138
threshold=92.695913642950003 5.9038172716500013 1.0000000180025095e-35 193.11174173740002 62.731161442750007 19.500380888400006 163.60960442095003 20.485565917300004 8.9430209551500024 18.080422446150003 8.7431769115000026 40.08085804200001 217.37165979795003 166.83257850275001 254.30002952885002 17.407776082150004 16.395383075500003 31.506101402100004 32.393814985100008 183.40283206635004 15.042884401850001 25.027970878050002 36.82350895510001 88.727183679150016 8.1436447804000007 105.35624869990001 175.50005449115002 180.00312032845002 -0.08756499999999999 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 3 -1 5 -4 7 -2 10 16 13 -12 -11 14 15 -8 -10 -15 -19 -20 21 22 -21 24 -24 -25 -27 -28 -29 -30
right_child=6 -3 4 -5 -6 -7 8 -9 9 12 11 -13 -14 17 -16 -17 -18 18 19 20 -22 -23 23 25 -26 26 27 28 29 -31
leaf_value=0.050487072679195638 0.07036783643917012 0.034402249547946566 0.0057642647599112466 -0.043600405262138445 -0.084137393363944477 -0.064648077419074704 0.085407807522532284 -0.0073368934472285308 -0.027655261898598862 -0.054210852669385107 0.07933404423256353 0.0079621570819568763 0.047715463040576007 0.006538023516362429 0.036003951657052391 -0.091485188542470675 -0.10137122808679642 -0.073380297014984788 -0.0593219656843363 0.039712893594113424 0.041695181105353543 -0.067011714361951732 -0.00055027124088006629 0.073651451508830429 -0.10347135024836374 -0.054530990956442718 0.066124089698382252 -0.021915548405191148 -0.014718667630687007 0.025579810953461159
leaf_weight=0.20015209457255945 0.24231747072189946 0.18572979393661626 0.29826905466325115 0.11414862287529104 0.17857639431247208 0.18528894590417622 0.010171459735370258 0.24795092851763911 0.093255745183342564 0.065306635968681803 0.17708647163817737 0.31037224272904496 0.12176041879865807 3.9919488936521628 0.039850482985116287 0.10777715468026372 0.12202927704856847 0.16699869045260118 0.18196967780522744 0.35265385567618057 0.28816935085342255 0.22127145331251075 0.10433762563297921 0.11593326739966858 0.15951870897697518 0.19809445284772653 0.1464450480416416 1.3913414248754623 1.1968638097505402 1.6905794290069023
leaf_count=41 19 39 31 17 30 22 12 26 12 28 19 39 29 1506 50 223 33 34 27 30 66 53 26 6 27 14 9 146 156 130
internal_value=-0.000156083 -0.0118456 -0.0206425 0.0163161 -0.0381859 -0.0212162 0.00100069 0.031069 -0.000309237 -0.031514 0.000847788 0.0338905 0.0121322 -0.000706348 -0.0478869 -0.0762306 -0.0694394 2.31209e-05 -0.00416201 -0.00225048 -0.000479824 -0.00265903 -3.28958e-07 -0.00279959 -0.0627729 0.000539402 -0.00129394 0.00108921 -0.00113667 0.00887583
internal_weight=12.9062 1.16216 0.976435 0.314301 0.662134 0.483558 11.744 0.490268 11.2537 0.402352 10.8514 0.487459 0.187067 10.3639 0.157799 0.117949 0.215285 10.2061 6.21418 6.04718 5.86521 5.57704 5.35577 5.00311 0.263856 4.73926 4.62332 4.42523 4.27878 2.88744
internal_count=2900 180 141 58 83 53 2720 45 2675 102 2573 58 57 2515 285 235 45 2230 724 690 663 597 544 514 53 461 455 441 432 286
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=6 21 16 16 16 19 23 7 22 19 15 21 5 13 0 9 9 21 9 4 5 5 9 9 18 5 15 23 16 18
split_gain=0.0165764 0.0385508 0.0266317 0.0248373 0.0335908 0.0368226 0.032916 0.0285862 0.0257044 0.0226644 0.0490666 0.0597881 0.0723546 0.0794673 0.0784096 0.0576561 0.092197 0.0760711 0.0572007 0.0570053 0.0456943 0.0470234 0.0452871 0.0439921 0.0503914 0.0411124 0.038649 0.0821037 0.0775141 0.13947
threshold=3.6650856341500009 18.904039828500004 7.4549825670500001 9.6249774926000011 11.934972090850001 10.650859343850001 -0.17732499999999998 25.762580120700004 0.68694500000000025 11.850956171350001 23.707353846250005 4.592422409250001 16.069922422900003 104.51649827935002 100.13162306855001 203.31429194770001 202.48520976110004 12.260331702700002 210.97856947250003 306.8610251607501 16.579584939650001 25.763052016400003 207.97320095065001 210.70699256735003 16.083212871900006 10.718565385000002 28.566186095050004 0.10371000000000001 18.684956306450005 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=1 -1 -2 7 5 6 -5 -4 9 23 11 12 14 -14 -11 16 17 -13 22 -19 -15 -22 25 24 -6 -16 27 -12 29 -28
right_child=2 -3 3 4 8 -7 -8 -9 -10 10 26 15 13 20 18 -17 -18 19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.077265332480455376 -0.1009505598136651 0.029977519516394064 -0.039704056526454978 0.056198481947021942 0.0046843490122091686 -0.10063594683963156 -0.10026110660709664 0.065271689357135176 0.048309486796305319 0.066816812177158583 0.022375555328917329 -0.090956535016668824 -0.10222315704323717 0.079575725574835818 0.047533330545021929 -0.095547063079669481 0.096313441818484863 -0.039893830053306413 -0.10086256314175242 0.086829092474739189 -0.10149159908509518 0.054143539975158486 0.085831488429400915 -0.046548136008370752 0.073077498640258517 -0.10075639950085978 0.035711130426640758 -0.051611619912179496 0.00091234864587003139 -0.078564978709953159
leaf_weight=0.083882278309716507 0.025963009330665865 0.055828607029980049 0.033625514124763778 0.04169655580858489 0.26231760623113309 0.069042453079873667 0.019846334119391851 0.11350125081514761 0.11137030493409916 0.21880529777990776 1.5319308066095789 0.16625898599454558 0.1175854867160524 0.055748685539583676 0.034145972985470507 0.15859812179951405 0.054738192004151642 0.096259425100470253 0.060890069122251589 0.05623675011065643 0.047751102606525819 0.032712630241576335 0.05471209526876919 0.082951274617244053 0.18280147128041335 0.041320506307783944 0.1603287374696255 0.16626402030851739 8.2903875083431995 0.3198832248792769
leaf_count=318 58 20 41 13 108 131 60 67 27 37 366 138 32 4 27 53 5 36 32 17 28 27 6 23 45 24 35 40 946 136
internal_value=-0.000154932 -0.034411 0.000224674 0.000433454 -4.98412e-05 -0.050501 0.00574344 0.0412797 0.000485609 4.87744e-05 -0.000868575 -0.020059 -3.72846e-05 -0.0419975 0.0259449 -0.0450319 -0.0235814 -0.0441703 -0.0208603 0.00683839 0.00999236 -0.0382179 0.0165602 0.0203121 0.032772 -0.0336604 0.00132339 0.0151317 -0.00135024 -0.0404115
internal_weight=12.7474 0.139711 12.6077 12.5817 12.4346 0.130585 0.0615429 0.147127 12.304 12.1926 11.6646 1.19576 0.663672 0.253798 0.409874 0.532091 0.373493 0.318755 0.191069 0.152496 0.136212 0.0804637 0.130179 0.52807 0.445119 0.0754665 10.4688 1.69819 8.7706 0.480212
internal_count=2900 338 2562 2504 2396 204 73 108 2192 2165 1989 466 217 91 126 249 196 191 89 53 59 55 57 176 153 51 1523 406 1117 171
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=9 9 17 14 22 16 9 8 2 22 9 20 21 15 7 18 18 20 6 20 6 8 12 5 17 0 22 12 22 18
split_gain=0.0176589 0.0521839 0.0624981 0.051297 0.0387201 0.0645986 0.0735876 0.0398265 0.0354125 0.0479635 0.0326454 0.082995 0.0835455 0.0635059 0.0313856 0.028364 0.0919481 0.0744606 0.109393 0.0883845 0.137639 0.0794985 0.0493984 0.112796 0.0656011 0.0601671 0.0406459 0.107419 0.133898 0.163711
threshold=215.80505313260002 219.38617924735004 203.35246479535002 336.13077321390006 -0.0086649999999999991 17.654958715000003 223.24918598180003 8.543332867800002 357.36576196840008 -0.037524999999999996 210.97856947250003 41.558544840500012 1.8881760204500002 33.755638987250002 24.503983251000005 14.732667293750003 14.662165311550002 40.337496327150006 13.665319288000001 38.938637541200009 14.565340316850003 7.8438787148500007 266.39085111275006 22.907563598750006 203.77077094980004 86.458125017100016 -0.088099999999999998 167.86002060340005 -0.21094499999999999 14.047116609550001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 5 7 -7 -3 10 -10 15 12 14 -14 -12 16 22 19 21 20 -17 -19 26 -24 25 -25 27 -1 -29 -30
right_child=1 4 3 -5 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 17 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0059945908419676043 0.07171689541179227 -0.090323082650184378 -0.087861308460934179 0.039519982118154023 -0.057782879581066343 -0.031689169750350119 0.062096781044576589 0.03466671648705355 -0.10147642003725077 0.025613836518332146 -0.013109127742970664 -0.07590295388581382 -0.0035361821531457258 0.087973072510743655 -0.10144748966258699 0.035653456753918712 -0.085743925379916819 0.016470159131690879 0.065555823211252029 -0.050466800514294731 -0.10135334912890757 -0.079178933149306255 -0.085710512363296507 0.0087851561785223485 0.065959485165949558 -0.077113945332654726 0.0075827448115415672 0.0048666880019813405 -0.095325169198296214 0.034099146253142823
leaf_weight=2.1038287438827825 0.24532941984375689 0.090141000646895009 0.054604080600256566 0.075087555011123186 0.11460580719108293 0.13097074828328914 0.23161290489224484 0.035545984332202352 0.079196715905908377 0.047508909560975421 0.078060989326332542 0.2007193580719786 0.21169449673743657 0.11817116083693691 0.082964700171146433 0.46509887133655015 0.1286828345764669 0.65047682909096216 0.46158153612486785 0.34496631155951718 0.087050049478420988 0.1002934908115094 0.21807567230018765 0.24391186725370062 0.11741940543288365 0.12249264635465806 4.7022624009757665 0.4953108596232596 0.43745420218965569 0.12585145090883998
leaf_count=343 47 86 19 22 44 28 38 13 59 24 11 59 48 14 29 291 28 445 58 121 22 46 61 63 11 18 592 156 75 29
internal_value=-0.000159932 0.0127461 0.0420353 -0.0141114 -0.00547333 0.00680465 0.0282199 -0.0549743 -0.00124577 -0.0538233 -0.000666296 -0.0217287 0.000422533 0.0292461 -0.0586234 0.000681903 -0.0018417 0.0110843 0.027246 -0.0107565 0.0140534 0.00369264 -0.000581367 -0.0260002 0.000913217 -0.0199318 0.00168718 -0.00707897 -0.0330606 -0.0664097
internal_weight=12.601 0.977898 0.375021 0.129692 0.602876 0.488271 0.362584 0.125687 11.6231 0.126706 11.4964 0.691611 0.490891 0.329866 0.161026 10.8048 8.69529 2.10947 1.21235 0.897115 0.552149 0.75077 8.56661 0.7019 0.483824 0.366405 7.86471 3.16245 1.05862 0.563306
internal_count=2900 297 88 41 209 165 66 99 2603 83 2520 161 102 62 40 2359 1376 983 549 434 313 491 1348 153 92 81 1195 603 260 104
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=12 21 21 9 22 9 14 0 23 15 22 22 6 18 9 7 18 6 20 5 20 23 15 9 10 0 10 17 23 21
split_gain=0.0168697 0.0402953 0.0505569 0.0571223 0.045681 0.0827722 0.0380265 0.0322843 0.0739338 0.0875608 0.0806227 0.0773867 0.0798707 0.0830475 0.0986976 0.0939478 0.082128 0.0801093 0.0792904 0.14436 0.151984 0.14174 0.110963 0.0779295 0.0771652 0.0764404 0.0753327 0.0728607 0.0894124 0.0699487
threshold=92.695913642950003 5.9038172716500013 1.0000000180025095e-35 197.89372115420002 -0.10518999999999999 199.21354841250005 158.52715325430003 86.530713386650021 0.11308000000000003 38.469938489650012 0.090855000000000033 0.049235000000000008 14.685343120700002 14.708525021850003 206.08249486475003 23.587720440700004 14.905453256700001 13.775321858200002 41.495754733000005 21.269675393700002 42.654057868200006 0.085245000000000029 28.777417478550003 205.70977008025002 70.504814471000017 98.031937268650012 71.787208999250012 199.30127897920002 0.086355000000000029 4.8216519326000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -2 -8 10 24 11 12 13 15 16 -9 -15 25 22 21 -21 -20 -14 27 -10 -16 -18 28 -24 -30
right_child=6 -3 4 -5 5 -7 7 8 9 -11 -12 -13 18 14 17 -17 26 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.051375394779999264 0.049232985737574335 0.031332993194662255 0.010452363854886321 -0.036428924310573124 -0.085538188328198428 -1.4060315709280676e-05 -0.0073814399805309048 -0.0067585764619892521 0.084992211858766042 -0.04224758612587301 -0.029168458046321556 0.061539190022026617 0.08171758508332358 0.078825964040883725 0.07647293215800649 -0.086712296559904922 -0.10122062237683656 -0.069963554441485276 0.0093586727331273888 -0.018943602830888959 0.068418583100283065 -0.08690700368059899 -0.029284067427678674 0.055051029789069388 0.0090657605796253624 -0.027759786945461669 0.013435115830902528 -0.03162503162944174 0.0096088850060413161 0.073225659295370116
leaf_weight=0.17115240241810237 0.16101105278357764 0.18044485277255262 0.15643719577064985 0.13065206853480049 0.2874302359232388 0.18664892258129839 3.6780830810504295 0.31404432446225916 0.31479758489876974 0.11804322469470208 0.78593306434925114 0.23184871777766591 0.29299549853021822 0.18420514299850743 0.096637573587940895 0.27623148218253846 0.061640004380024038 0.29421348509276868 0.28426770433725301 0.42498098304713494 0.37472131149843335 0.33109353325562552 0.27590083699033108 0.38479773022845609 0.2328770486918188 0.25872938385089128 0.81481046872897878 0.40283936366904527 0.38815349780270481 0.31157503928989172
leaf_count=39 9 39 22 19 33 28 769 168 24 14 309 60 32 29 16 89 15 73 25 35 22 48 25 56 94 190 538 32 26 22
internal_value=-0.00017443 -0.011922 -0.0202937 0.0133646 -0.0364047 -0.0518666 0.000982978 0.000285189 0.00406751 0.0358703 0.000949268 0.00489193 0.00261647 -0.0118337 -0.000671459 -0.0441745 0.0181284 -0.0313685 0.0121929 -0.0060257 0.0219922 -0.0424368 0.0247304 0.015261 0.0527075 0.00058499 0.00537148 0.00415367 0.0189268 0.0379362
internal_weight=12.4072 1.11277 0.932321 0.301804 0.630516 0.474079 11.2944 11.1334 7.45534 0.665718 6.78962 6.00369 5.77184 2.30051 1.71024 0.590276 1.06066 0.64958 3.47133 1.41506 0.799702 0.615361 2.05626 1.76327 0.547675 0.355367 0.87645 1.37847 0.975629 0.699729
internal_count=2900 180 141 58 83 61 2720 2711 1942 132 1810 1501 1441 1118 861 257 582 279 323 130 57 73 193 161 118 206 553 105 73 48
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=13 16 13 18 23 20 16 13 22 5 3 5 22 23 0 0 22 2 3 10 17 16 23 2 20 7 10 20 21 16
split_gain=0.0169335 0.169068 0.150833 0.0639778 0.0583723 0.050184 0.0851201 0.0672801 0.131479 0.117717 0.104647 0.0765422 0.110945 0.0726885 0.067147 0.0667585 0.0657247 0.129331 0.0632901 0.0654832 0.113493 0.207604 0.104574 0.0955939 0.0620928 0.059719 0.0571558 0.0765877 0.09745 0.0998151
threshold=112.82921081865001 19.974953289850003 113.13031812925001 14.643918747750002 0.25847000000000003 38.592454371550012 21.534949641950003 116.20860268865 -0.097799999999999984 19.915533535850003 89.227236891450005 21.042547594650003 -0.083135000000000001 0.087605000000000016 88.76213363490001 85.807518149550006 -0.081169999999999992 132.99388411665004 90.808050272150012 62.041548276350007 196.27545234990001 22.614947116400003 0.083185000000000023 219.74617996645003 42.049402686800001 22.708075280250004 62.014663695050011 43.509905336500005 11.007427546000001 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 4 -2 5 -1 6 16 8 10 -9 -7 12 -11 -14 -12 -8 17 25 -13 26 21 22 -21 -22 -23 -4 27 28 29 -20
right_child=2 -3 3 -5 -6 7 15 9 -10 11 14 18 13 -15 -16 -17 -18 -19 19 20 23 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00094724313042019836 0.091466414758460901 -0.08243675739828156 -0.035275642799528738 0.065418840574736362 -0.10087021097620495 0.098773609071255139 0.01605729708917869 0.094225524700615348 -0.095704757337690724 -0.067200330601189837 0.021229114433558627 0.064479531863551501 0.03785134272150599 -0.036709581487283392 -0.10260793411435198 0.096438691920113437 0.039049571198315737 -0.10313704080317797 -0.064903961160223372 -0.022058825656866388 -0.10292571199674515 -0.017079161742636958 0.057585661799918725 -0.017805503979643807 -0.1023038424595941 0.071644388624945127 0.044494665680221701 0.044605125682920896 0.027414550471345413 -0.0018450899440136882
leaf_weight=4.677685761830972 0.1875002477900124 0.26446170268172853 0.10240577745935298 0.14896076975855965 0.0569929916234172 0.085988757433369756 0.21556376852095127 0.12650203844532359 0.22628633248018548 0.4233885359717533 0.095093681087746518 0.1575143533409572 0.2692742776707745 0.25416357384528965 0.081149635836482048 0.19843551167286932 0.21199270628130751 0.14704023694412172 0.37344321550381276 0.2424951732609768 0.22478584974305693 0.16323620531238703 0.51493215605660225 0.31941456733329687 0.17949060932505745 0.10663570556789637 0.40439646076993074 0.37225984853284888 0.59502125890958257 0.76569357437028884
leaf_count=1842 23 49 35 19 39 9 30 14 86 32 42 14 22 22 6 17 21 25 67 20 24 20 45 27 35 6 47 75 68 119
internal_value=-0.000154313 -0.00462467 0.00295256 0.00058353 -0.000278369 -0.000825027 0.0200989 -0.00432298 -0.0398575 -0.00109995 0.00833452 -0.00339273 -0.0291391 0.0016471 -0.0357905 0.0545852 -0.00503394 -0.031279 0.00225976 -9.88749e-05 -0.0156113 0.00286599 0.032087 -0.052965 -0.0617125 0.0192661 0.0100604 0.00344956 -0.00538502 -0.0225177
internal_weight=12.1922 4.99914 7.19306 7.00556 4.73468 6.8566 0.982074 5.87453 0.488518 5.38601 0.262232 5.25951 0.946826 0.523438 0.176243 0.413999 0.568074 0.356082 4.31268 4.15517 1.64435 1.10015 0.757427 0.5442 0.342727 0.209041 2.51081 2.10642 1.73416 1.13914
internal_count=2900 1930 970 947 1881 928 134 794 143 651 57 637 76 44 48 47 87 66 561 547 171 120 65 51 55 41 376 329 254 186
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=15 22 13 14 20 20 13 10 19 22 22 12 17 21 22 22 4 9 4 0 20 6 6 9 13 15 9 22 7 7
split_gain=0.0174155 0.0841862 0.0327506 0.0285485 0.0306479 0.0205439 0.0646373 0.106069 0.0849203 0.0677808 0.140398 0.134088 0.152479 0.11776 0.0867386 0.142073 0.126105 0.0985569 0.107322 0.0610295 0.0540892 0.0604031 0.10665 0.0614755 0.0544821 0.0968921 0.0564035 0.0865152 0.0846996 0.0821387
threshold=46.810838056050009 -0.082314999999999985 117.69263157665002 403.08463156415002 40.621691032550004 42.178283198950005 115.02030419500001 62.837331883000012 14.551174033150001 -0.077279999999999988 -0.085249999999999992 144.78335471795 195.24502669890003 5.7587983756000005 -0.053019999999999991 -0.040019999999999993 201.71351478465002 197.58039077460003 278.57566241625005 86.036037090600004 41.986601436450009 16.305380972600002 16.180378051950004 206.50942114985003 113.96105169155001 40.128253618400009 196.26893085885004 -0.060760000000000002 24.052187734100006 25.159995955100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 8 9 20 10 11 13 -13 -8 19 -16 -17 -18 -19 -11 21 22 24 -23 25 26 -1 28 -28 -30
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 14 -12 12 -14 -15 15 16 17 18 -20 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.023018167204317 0.039293603909530746 -0.077914219553874189 0.085383093547458058 0.054283354546274969 -0.10060502158099027 -0.0054554145352460268 0.00086991133011331083 0.070676412403703454 -0.091253444999606151 0.014927084379810796 -0.086212152471709352 -0.078730063584454557 0.022453390701860369 0.090832243604075241 -0.081706738113218297 -0.063740602119357032 0.078130482298344572 -0.056105963515507666 0.045975783786014239 0.077288768889450007 0.060248666990728478 -0.092268428239521763 0.10050457996765881 0.0021701256591449155 0.047594185763362253 -0.10201390753026729 0.048262940789643688 0.023759828475087039 -0.060661628161808812 -0.002079785864306097
leaf_weight=1.0592130201766137 0.02499108252231963 0.1496805877313826 0.058614157722331583 0.045521460123381985 0.041936900589917059 3.8870581372160586 0.35037938105779198 0.29887467197841022 0.11030029860557977 0.27357069976278592 0.19737220503157016 0.30160019434288188 0.29422504979447694 0.24884253137861378 0.16317777004587686 0.1508959445691288 0.32316232551966095 0.17207499916548841 0.25652362051187083 0.36806169664487243 0.13357587333041454 0.15188787694250994 0.10051364777609695 0.12620162770394927 0.19480903935618687 0.10358732439999574 0.18154005787800997 1.1890403519606707 0.40499103994079633 0.58516954522315245
leaf_count=490 7 55 9 9 41 1163 62 40 12 24 16 59 23 16 14 28 37 17 27 28 40 60 9 30 17 30 15 194 88 240
internal_value=-0.000158081 -0.0231449 0.0247782 -0.00681209 -0.0483665 0.000476057 0.00345502 0.0137828 -0.0046314 0.00829746 -0.00807717 0.00482748 -0.0287646 0.0382291 0.0216508 0.00416326 0.0196864 0.0364322 0.00499171 0.0506998 -0.00237295 -0.00441465 -0.00113804 -0.0494106 -0.00388562 -0.00673183 -0.00384582 0.00475639 -0.0145283 -0.0260407
internal_weight=11.9474 0.320744 0.171064 0.112449 0.066928 11.6266 7.73959 3.39876 4.34083 3.09989 1.39242 1.19505 0.595825 0.599222 1.70747 1.06583 0.902657 0.751761 0.428599 0.641632 4.23053 4.09695 3.81886 0.27809 3.71835 3.52354 3.41995 2.36074 1.1717 0.990161
internal_count=2900 121 66 57 48 2779 1616 391 1225 351 176 160 82 78 175 123 109 81 44 52 1213 1173 1083 90 1074 1057 1027 537 343 328
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=8 22 23 22 16 3 13 8 16 22 22 18 22 7 7 6 3 2 18 5 23 21 16 3 7 21 21 21 20 0
split_gain=0.0187985 0.0597752 0.0469752 0.0485868 0.0257598 0.0362672 0.0356903 0.0410219 0.038195 0.0258889 0.0695872 0.135869 0.0979084 0.094094 0.0934634 0.0656585 0.0641817 0.132206 0.120427 0.134759 0.160486 0.173664 0.106288 0.135153 0.0961951 0.0858958 0.0852958 0.0997775 0.0854954 0.0840727
threshold=8.8430989333000021 -0.011399999999999999 0.10236000000000002 -0.13820499999999999 22.724946859200003 94.383699585650007 117.75715457175001 8.7431769115000026 22.604947139800004 -0.11600999999999999 -0.088099999999999998 14.752187928300001 -0.085734999999999992 23.399310583750005 26.113553071150005 16.525386113000007 93.249170254600017 71.847610775600018 13.809421053700001 21.495293572000005 0.082055000000000017 5.9038172716500013 22.644947046300004 90.808050272150012 23.399310583750005 12.365692796650002 16.027392061700002 13.424038291500002 40.712530798250008 85.807518149550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -6 7 9 -9 -1 11 13 -12 15 -13 -11 18 -18 19 20 -14 -22 23 24 -20 -26 27 28 -19 -30
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 12 14 16 -15 -16 -17 17 26 22 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0081534765547715306 -0.021686936361091889 -0.069946757218752847 -0.048104513860797483 0.050676900984180095 0.066708782326458063 -0.0013062188736106524 -0.047370125828509572 0.0020351014074752247 0.065820274565189754 -0.036601025372688833 0.05125425093595061 0.042082897612086639 0.070124034642064181 -0.080995631468421231 -0.073125216460381545 0.036597126882374965 0.080843002883271356 0.038141507051697665 -0.070882039666139443 0.063279436538183728 -0.091408904768254334 0.034918775648716496 0.082721568063856138 -0.075560186830678819 0.0070364641639780933 -0.062387355713782081 0.051267962366913604 -0.10262575941437305 -0.0030418749865645262 -0.074820582157872809
leaf_weight=2.5924254969178504 0.16604277341866691 0.15902254545881156 0.14582663594319456 0.210299395275797 0.14110427163541395 0.17641420400468633 0.15661237015319862 0.19232743728207502 0.1833992010797374 0.52926865656257482 0.37056098381742231 0.39951921294755255 0.20993361302499181 0.39259675232460722 0.085483395593556111 0.15946510022240545 0.11431108089163888 0.16910564139925532 0.19671707169993746 0.61886679284452839 0.24837256552564213 0.1936783039564034 0.12768327089725051 0.28811158017197147 2.3286043681798678 0.19298973384729823 0.11123916064752837 0.20889710523533722 0.30378651214937236 0.35255161104214494
leaf_count=984 32 49 35 42 20 25 70 23 20 71 61 71 23 77 73 18 8 29 80 51 24 22 21 33 619 92 17 32 130 48
internal_value=-0.000145634 -0.0162681 7.93673e-05 0.0187499 0.000848792 0.0289194 1.78641e-05 0.000720004 0.0331698 -0.000476 -0.00341891 -0.0221999 0.00145521 -0.0419247 0.0217771 -0.0196532 -0.00180235 -0.0217052 0.00389021 0.029856 -0.00186977 -0.0360602 -0.00663867 -0.0104338 -0.00353112 0.00172313 -0.0319379 -0.0408864 -0.0252619 -0.0415978
internal_weight=11.7252 0.681191 0.522169 0.376342 11.044 0.317518 10.7265 10.5699 0.375727 10.1942 7.60174 1.56633 6.03541 1.08133 0.485003 0.688734 5.66485 1.25989 4.40496 1.27085 0.651984 0.442051 3.13411 3.00642 2.71831 2.52159 1.14558 1.03434 0.825444 0.656338
internal_count=2900 158 109 74 2742 45 2697 2627 43 2584 1600 310 1290 166 144 89 1229 264 965 120 69 46 845 824 791 711 256 239 207 178
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=15 22 7 16 19 10 12 17 18 8 8 22 22 19 18 18 4 14 5 16 6 20 22 20 13 5 5 22 6 23
split_gain=0.0183954 0.0702596 0.0418157 0.0193399 0.0180856 0.0493493 0.0242634 0.0453509 0.0417927 0.0339123 0.0848375 0.0711661 0.0457503 0.0523754 0.0326039 0.0843286 0.0303961 0.0805795 0.106096 0.0949647 0.0683234 0.0934855 0.0641582 0.0747518 0.0546177 0.0556915 0.0643328 0.0784019 0.0616931 0.101363
threshold=46.810838056050009 -0.082314999999999985 23.539316666200005 22.614947116400003 14.651182102100002 61.982402197500001 92.695913642950003 181.49225329600003 12.977936149500001 8.8430989333000021 8.7431769115000026 -0.12350999999999999 -0.090694999999999998 14.451165964200003 13.987466292050001 14.616109407550001 241.03469907380003 255.20937898730003 22.598762435600005 22.674946976100003 16.515385879350003 43.812290675100009 0.18145000000000003 35.461062230100005 117.64961624655002 22.504913082700003 24.301614351200005 -0.13820499999999999 15.925372093750001 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 7 8 -1 10 16 -11 -13 -14 -9 -16 22 18 -18 20 24 -22 23 -8 25 28 27 -27 -19 -30
right_child=1 3 -4 -5 5 -7 9 14 -10 11 -12 12 13 -15 15 -17 17 19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.022425684254335956 -0.057076440013628785 -0.023275372069386544 0.054992489973137874 -0.1011109174687263 -0.02251142099904635 0.048198025036875432 0.067470962500788642 -0.010066654512420033 0.044370802091206224 -0.10212364647911193 0.055051391563246281 0.056711180740949531 0.012593184304751683 -0.089260069667856129 -0.10286071490313696 0.0062534130371058915 -0.070484135911271048 -0.0040579595430533947 0.026660466469709751 0.069321277475096754 -0.10163101412132458 0.0221142203669146 -0.033731406065457936 0.0068945495241522162 0.050964687071407812 0.02515433595555688 0.020573511532208346 -0.065150517469968749 -0.0029879201982747584 0.083607755795697541
leaf_weight=0.18121561009911324 0.04755306558695338 0.047888591900119404 0.11103545365040191 0.095749456579142134 0.16059883928846908 0.25609405417344533 0.21474676236406676 0.319445054163225 0.19388615470109016 0.09653546098707011 0.29663550911936987 0.089005252375500277 0.12395618654818541 0.085180243208014872 0.16631947080168175 0.12336647741972229 0.37627843561892849 2.0693288300809787 0.16032781493413495 0.18731044561718579 0.15673439172724091 0.10000259448679572 0.36462573557608369 3.9640318494217297 0.19842301929020312 0.12413943149476836 0.20735429374667547 0.42625241117093526 0.32076013181358565 0.23362548591103405
leaf_count=43 48 21 18 34 28 27 92 33 34 24 35 17 33 22 26 35 107 1094 37 32 66 36 71 679 17 29 53 60 34 15
internal_value=-0.000153442 -0.0244981 0.0213884 -0.0751607 0.000503712 0.0209457 -0.000286496 -0.0152535 0.0121007 0.0012174 0.00242303 -0.0274988 -0.00333599 -0.0288911 -0.0320982 -0.0563931 0.000708232 -0.00505913 -0.0414592 -0.000205048 -0.00359944 -0.0534305 0.00649734 0.0100076 -2.57279e-05 -0.00301783 -0.0268981 -0.0447825 0.00387895 0.0335047
internal_weight=11.4984 0.302227 0.158589 0.143638 11.1962 0.416693 10.7795 0.984233 0.375102 9.79525 9.40058 0.394677 0.298142 0.209136 0.609131 0.289686 9.10394 4.56054 0.536606 4.02393 3.83662 0.256737 4.5434 4.17878 3.57988 3.38146 0.757746 0.550392 2.62371 0.554386
internal_count=2900 121 66 55 2779 55 2724 171 77 2553 2457 96 72 55 94 61 2422 1580 144 1436 1404 102 842 771 1302 1285 142 89 1143 49
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=3 2 5 5 13 7 21 17 21 17 16 6 22 5 12 22 17 17 20 19 16 7 20 20 7 17 17 20 14 4
split_gain=0.0170705 0.0289628 0.0224546 0.0189414 0.0386712 0.0408199 0.0321995 0.0207857 0.0502425 0.0319891 0.0550281 0.0781965 0.034836 0.042099 0.0267193 0.0265661 0.0685058 0.0480199 0.093984 0.0861386 0.0786454 0.0685699 0.0871762 0.0732797 0.0894443 0.0585592 0.0586476 0.0570404 0.0430002 0.0494378
threshold=108.42013948475001 170.32456123625002 29.040033326300005 30.133297129900004 119.04223755815001 19.975862989550006 10.693943129750002 168.45154159730004 2.0076445649000005 176.11179263395005 18.564956587050002 14.980350013450002 -0.23955999999999997 17.608325347600005 245.21706485760004 -0.59309999999999985 199.71712621985003 187.45953903175004 39.646013290900008 14.251149826300002 22.674946976100003 24.325858835450003 42.131954243650007 44.269496632500008 22.087764922150004 183.58889821140002 181.49225329600003 41.134354310300004 148.72666206180003 154.22131086990001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 -6 -5 8 -1 10 11 12 -9 -14 -10 16 -11 18 19 25 21 22 27 -24 -25 26 -17 -20 -19 -30
right_child=1 -3 -4 6 5 -7 -8 9 14 15 -12 -13 13 -15 -16 17 -18 28 20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.027326976278504046 -0.10049810655103293 -0.10138188255669095 0.05625820605936499 0.065194226498418537 0.016554018711402576 -0.10085962366037514 -0.015668114602486467 -0.063161401169112549 -0.10132464778369983 0.048995211151120308 0.073512854306636857 -0.10217443783459926 -0.020675985171183946 0.078183843178799742 0.021776792625192172 0.0098685599638271768 -0.064421652231461832 -0.056886954006532132 -0.014490893315787748 0.071200713187382372 -0.10224384817820087 -0.080641730250602228 -0.089907397242996387 -0.10096017832550447 0.049462084186856048 0.050922057676506607 -0.092732374919690302 0.055202113232762695 0.067439173688755669 0.0018404232437536671
leaf_weight=0.080886352436858711 0.012684904570733901 0.044093395155869075 0.032681858315072532 0.11510070675558459 0.048144422471524062 0.076912258101856423 0.086066991996631259 0.035892355624582706 0.087627522651189338 0.27602985070677277 0.1622742730032769 0.058801446381949063 0.065624755536659474 0.12536319551509223 0.022073319005471603 0.11137847375630627 0.065987984456569393 0.12260385119588946 0.25696301815332823 0.19507268062625371 0.14193606665503455 0.17036893595559377 0.19369417700727354 0.059454950957388064 0.11795661593441764 0.099163464476220042 0.11146882652315071 0.21628108384902589 0.11655407940270279 8.0289581170549393
leaf_count=88 47 46 44 33 4 43 23 28 139 59 21 48 49 29 36 48 54 17 32 23 21 91 51 28 42 44 25 25 14 1648
internal_value=-0.000157147 -0.043667 0.0124279 0.000188886 -0.000364851 -0.0556576 0.0305983 0.000268226 -0.0324668 0.00084957 0.0270088 0.000593331 0.0272281 0.0442149 -0.0765549 -0.000289902 0.0271129 -0.00123261 -0.0166793 0.0187616 -0.0325232 -0.0227709 -0.011094 -0.0473793 -0.000948091 -0.0130058 -0.0414527 0.0173601 0.00189432 0.00277908
internal_weight=11.3381 0.0894602 0.0453668 11.2486 11.0475 0.125057 0.201168 10.9224 0.190587 10.7318 0.447956 0.285682 0.22688 0.190988 0.109701 10.2839 0.342018 9.94185 1.67374 0.517083 1.15665 1.01472 0.84435 0.371106 0.177412 0.322011 0.222847 0.473244 8.26812 8.14551
internal_count=2900 137 91 2763 2707 47 56 2660 263 2397 175 154 106 78 175 2222 113 2109 430 140 290 269 178 121 70 117 73 57 1679 1662
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=15 22 7 3 20 21 21 20 23 9 3 7 7 22 22 22 17 17 22 8 18 5 15 19 12 21 9 9 15 17
split_gain=0.0171461 0.058553 0.0494059 0.0278688 0.01699 0.028054 0.0385621 0.0251012 0.0321377 0.0361731 0.030266 0.0326628 0.0315426 0.0334113 0.0318031 0.0564882 0.0481559 0.0404506 0.0380102 0.0288663 0.0412188 0.0272211 0.025886 0.0885884 0.0775948 0.0913742 0.0874602 0.0758056 0.0682761 0.0657123
threshold=46.574831689400007 -0.082314999999999985 23.539316666200005 92.913112988300014 49.275256100300005 3.4240268213500005 19.652007205700002 47.833738492450003 1.0000000180025095e-35 65.407743180450012 103.44111502715002 17.605734992150001 20.234873028950002 -0.61225999999999992 -0.59511499999999995 -0.50001499999999999 190.79973618785002 205.32027903760002 -0.46029499999999995 4.9461400813500012 14.163996107200001 19.221712148250003 24.200063469100005 12.951044929850001 211.56805207830004 6.7785388507500013 201.2906445504 204.09084027260005 24.857400662900002 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=4 2 -2 -3 7 -6 -7 10 9 -9 12 -12 19 21 16 17 -15 -16 -17 20 -1 -14 23 24 25 26 29 -28 -24 -20
right_child=1 3 -4 -5 5 6 -8 8 -10 -11 11 -13 13 14 15 18 -18 -19 22 -21 -22 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.03718506732278333 -0.063894928547960486 0.00065621919589667886 0.04919197555195122 -0.10090464178606942 0.054395396045966583 -0.083572019479519102 0.017388731553737193 -0.048876191593262806 0.058076023712500958 0.039703556991681613 0.050064676191363247 -0.080346685022111619 0.0055267250511634256 0.097192418849578119 -0.080260153511219706 0.081743540902519618 -0.0062782352511944447 0.0098486605600123615 0.014161761384795801 0.095430549718572413 0.099970385575596399 -0.082440127848473807 0.065864516608427834 -0.083559863211869229 0.026667081785063051 -0.089850980556033508 0.093623652810401831 -0.0066785643934468494 0.001416075640705677 -0.10153573941580836
leaf_weight=0.064072915853096712 0.055993608152675733 0.037312777829357269 0.12460026562621351 0.097935162286375999 0.033632086346188639 0.10159513263661779 0.060277647440670989 0.086903727637037131 0.1728674112034696 0.098191329700057395 0.024632801724238429 0.087165409204658317 0.058496556717723247 0.084746476173671037 0.1476092940327981 0.058075625807751829 0.095854977070530367 0.075197822196514608 0.080654306057118985 0.065875112246430945 0.033298710437065893 0.088245036793523468 0.16787091225387296 0.15398636058853288 0.51074193725715133 0.1641757415536631 0.11211887222805217 0.22975919880155971 7.9004560663617269 0.12544104897492048
leaf_count=49 53 6 22 51 10 183 26 32 51 17 36 179 37 17 77 11 36 52 70 11 11 15 32 84 309 129 19 99 1052 124
internal_value=-0.000163237 -0.0231318 0.0141291 -0.0728856 0.000503413 -0.0287099 -0.0459766 0.00103786 0.0270712 -0.0018854 0.000135603 -0.0516128 0.000701871 -6.17121e-06 0.000695449 -7.66309e-05 0.0422749 -0.0498483 0.00109028 0.0443061 0.00971874 -0.0473733 0.000594367 -0.0120784 -0.00307745 -0.0244097 -0.0048032 0.0262155 0.002757 -0.0562581
internal_weight=11.1978 0.315842 0.180594 0.135248 10.8819 0.195505 0.161873 10.6864 0.357962 0.185095 10.3285 0.111798 10.2167 10.0534 9.90669 9.72609 0.180601 0.222807 9.50328 0.163247 0.0973716 0.146742 9.4452 1.37688 1.22289 0.712149 0.547973 0.341878 8.06833 0.206095
internal_count=2900 132 75 57 2768 219 209 2549 100 49 2449 215 2234 2163 2111 2058 53 129 1929 71 60 52 1918 834 750 441 312 118 1084 194
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=22 23 5 21 22 22 20 5 13 3 0 0 20 9 9 20 12 8 9 23 23 14 6 10 23 16 6 10 20 7
split_gain=0.0148378 0.0216854 0.0190137 0.0365874 0.020592 0.0162159 0.0486641 0.0565867 0.0796814 0.0632298 0.10013 0.0717826 0.066238 0.0532454 0.113492 0.0643085 0.0546153 0.0922019 0.051904 0.0656237 0.073249 0.0430492 0.0416994 0.0581353 0.0413451 0.0405899 0.0600678 0.0495437 0.0535347 0.0854835
threshold=0.68694500000000025 -0.16319499999999998 7.7286379265000011 17.650944895250003 -0.15818499999999999 -0.11600999999999999 40.259171735100004 21.495293572000005 112.82921081865001 93.431985407450014 87.181320254150009 85.716110573100011 42.178283198950005 193.75542554275003 201.63419974125003 39.788107623550012 209.21482242480002 6.2451263653500009 207.97320095065001 0.085155000000000022 -0.21013499999999999 175.50005449115002 13.400313096150002 67.980352286500008 0.086520000000000027 12.644970430600003 6.5601532769500013 80.288113607700012 42.178283198950005 22.426784932800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 13 8 18 10 -9 -11 -12 16 -15 22 17 -4 19 20 -8 -22 -16 -24 -20 26 -7 28 -27 -30
right_child=1 -3 5 4 -6 25 7 9 -10 11 12 -13 -14 14 15 -17 -18 -19 24 -21 21 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.07868753750151232 0.078250858427304781 -0.0043837007425963593 -0.10035469636163592 0.061139239963520886 -0.039674427792304762 0.078720466578885262 0.054382331065569417 -0.10211966761990121 0.069938933298956993 -0.0043400201456758663 0.073326593906892709 0.084259703331472827 -0.047999943427660924 -0.077840274860126665 0.046215281799295391 0.065904937315002993 -0.046421382121710791 0.086063207228571317 0.028035112106855192 0.055029674349920232 0.044928469038028288 -0.085318189874680483 0.01191718482566668 -0.1011322521516721 -0.085768756653277212 0.0024095966439920671 -0.10045146732696182 0.037383178449321659 -0.069137369002651217 -0.0088530705781546433
leaf_weight=0.087611774829382649 0.058925435805576853 0.068879276704138515 0.031977533900657718 0.04370827111415565 0.037768424012028845 0.023786320994302446 0.096324541744252201 0.13978230760767463 0.35168331180466339 0.34726213358692348 0.087125225458294153 0.12413111787464004 0.093063586479729565 0.26652503501463798 0.065929258857522655 0.12551569671268226 0.075442824459969415 0.15579094430722762 0.050698825679546644 0.31805854116191767 0.032327036547940002 0.11802719370734849 0.087886780267581344 0.094292963654879713 0.086202217003119586 5.3283650858547844 0.08769673972523151 0.31529431437229494 0.26647003212178821 2.0057217358028083
leaf_count=452 8 36 90 11 37 17 37 19 30 157 6 14 38 53 42 20 46 21 21 69 5 85 13 36 33 792 170 74 118 350
internal_value=-0.000160245 0.0337157 -0.000555833 -0.0338291 0.0144072 -3.37055e-05 0.00659651 0.0159089 0.03109 -0.00429745 -0.0386065 0.0189908 0.0106641 -0.0124196 -0.0279873 0.00757537 0.025442 0.0543157 0.0116177 0.0250091 -0.0136984 -0.0573144 -0.0219329 -0.0465952 -0.0436236 -0.00230347 -0.0622229 -0.00145959 -0.00307091 -0.0159229
internal_weight=11.0723 0.127805 10.9445 0.169088 0.0814767 10.7754 2.74805 1.84469 1.05332 0.791364 0.319971 0.471393 0.180189 0.903361 0.64015 0.373625 0.263211 0.187768 0.701638 0.564737 0.246679 0.150354 0.248109 0.18218 0.136901 8.02733 0.111483 7.91585 7.60056 2.27219
internal_count=2900 44 2856 500 48 2356 835 514 280 234 63 171 44 321 164 111 157 111 250 196 127 90 91 49 54 1521 187 1334 1260 468
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=15 13 16 16 19 22 6 8 23 23 0 6 23 5 20 21 15 6 22 0 13 5 17 17 9 9 6 15 2 14
split_gain=0.0141296 0.054015 0.0318188 0.0211833 0.0176759 0.0896671 0.137717 0.101101 0.081431 0.094628 0.0696274 0.0687402 0.132257 0.174945 0.128194 0.0737177 0.0699574 0.0865427 0.114141 0.0884956 0.0641158 0.148797 0.0589913 0.0562615 0.113685 0.102207 0.0545284 0.0431244 0.128551 0.092248
threshold=46.574831689400007 117.61735474900001 22.564947233300003 22.674946976100003 14.351157895250003 -0.079074999999999993 16.445384243750002 8.8430989333000021 0.087725000000000011 0.093295000000000031 86.345209775600011 16.435384010100005 0.10045500000000003 22.782602051550004 42.871500973550006 2.2747687716500002 41.863529088250004 15.785368822600002 -0.083330000000000001 86.780739992750014 117.38883580790001 21.564786815050002 191.06791329340004 187.59608338195002 190.58777288605003 200.80358209610003 16.575387281250006 30.046989284200006 91.18717909130001 325.97945060995005
decision_type=2 2 2 2 2 2 2 2 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 11 6 20 8 -7 -10 -11 16 14 -14 -13 -16 17 27 19 -19 21 -6 -22 -8 -25 -26 -17 -1 -29 -30
right_child=1 3 -4 -5 5 7 23 -9 9 10 -12 12 13 -15 15 26 -18 18 -20 -21 22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0040613568700569027 0.012219559886907441 -0.019247485500406614 -0.10086059977514111 0.051059753855963147 -0.062275853299527388 0.063286119456975182 -0.032989272314432369 -0.050061836583059321 -0.048379906007032125 -0.0032265234000336089 0.055749761649344788 -0.085336719703863986 -0.043826474837142138 0.083026367767804546 0.10112097514491708 -0.077212771613841213 -0.057006397421682356 0.0045127647090349226 -0.017649686635426137 0.087614914680561276 -0.025014479262927044 0.051221965583760715 -0.1029047053923714 0.071475329422288361 -0.036423009720602938 0.046824815863408059 0.027607717868083956 -0.094996195598307576 0.0071655667119951451 -0.089944055558137226
leaf_weight=3.5667833542729976 0.033873495940498155 0.087806988307420397 0.093758254395424956 0.083707635033533734 0.26878063046024259 0.51946375055558736 0.20486799568971015 0.1704620613213591 0.19318950513843425 0.36071821670338977 0.4498019739985466 0.43535297171251819 0.22268823028866791 0.21242585389336455 0.059615728445351124 0.10094259658762894 0.19505228518755746 0.19485597741447691 0.29306155356607622 0.37428746984369354 0.17547427781391889 0.20256133424118161 0.21807680758502102 0.33593981964804698 0.34756598820968065 0.25618527246115264 0.097626579223742738 0.18321198906050973 0.87075120439112652 0.11020113511335694
leaf_count=1585 13 34 63 22 29 55 27 45 18 40 40 199 29 24 4 38 38 30 31 36 16 16 24 25 33 43 98 26 154 65
internal_value=-0.000156634 -0.02159 -0.0708491 0.0150659 0.000447109 0.00602284 -0.00826299 0.0229726 0.0311461 0.0145122 0.0295026 -0.00253798 -0.0251138 0.018104 -0.0522279 0.00360048 0.00186411 0.00391713 0.0330549 0.0591635 -0.0383787 -0.0134997 -0.0681755 0.0144941 0.0248463 -0.00109908 -0.0256778 -0.00139316 -0.0181048 -0.00374382
internal_weight=10.9191 0.299146 0.127632 0.171515 10.6199 3.70309 2.00945 1.69364 1.52317 1.00371 0.81052 6.91686 1.12865 0.435114 0.693538 0.258185 5.7882 5.59315 0.862205 0.569143 0.864893 0.471342 0.393551 1.14456 0.939691 0.603751 0.198569 4.73095 1.16416 0.980952
internal_count=2900 132 76 56 2768 411 213 198 153 98 80 2357 392 53 339 140 1965 1927 97 66 85 45 40 128 101 76 136 1830 245 219
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=9 3 0 22 22 21 20 20 6 23 9 2 13 7 9 23 5 0 6 17 8 7 5 20 4 22 20 5 3 3
split_gain=0.0134985 0.0351993 0.0344249 0.0446496 0.0179465 0.0171179 0.0157781 0.0330861 0.0263183 0.0253822 0.0227432 0.0678789 0.0553816 0.090441 0.0474476 0.0895862 0.105784 0.046756 0.0896875 0.0467361 0.045788 0.0457174 0.0467486 0.0418126 0.0393872 0.0391759 0.0364475 0.04522 0.0635822 0.0720457
threshold=38.559541491950007 66.676450093250011 110.50907145210002 -0.15895000000000001 0.68694500000000025 4.2495965418000008 47.833738492450003 48.988717865950008 10.510245570250001 -0.17732499999999998 181.61255275325001 292.80063980640006 117.60660091645001 22.169188248350004 186.67271206880002 0.089475000000000013 21.893521430150003 85.716110573100011 16.465384711100004 182.52313421500003 5.9453602998000008 22.689595575850003 21.893521430150003 43.902382686800003 301.91036987065007 -0.054494999999999995 43.812290675100009 27.955576342550007 94.383699585650007 94.260030511650015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 10 8 -8 -9 11 12 19 25 15 -12 -17 18 -16 20 24 22 -19 -23 -2 -14 27 28 29 -20
right_child=4 2 -4 -5 -6 -7 7 9 -10 -11 14 -13 13 -15 17 16 -18 21 26 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10044794780054984 -0.070334876810873456 0.070178203204940837 0.081788075363311841 -0.10019046857016532 0.042524504957615394 -0.021932723171891697 0.079649204302471049 0.020062102897309624 0.012733286574203518 -0.067504524773757638 0.066052139708233468 0.035440408932739052 -0.095457194862762731 0.098351626933099429 -0.10200219391495723 -0.039212433647537785 0.061054386118640461 0.046203429691124516 -0.050755898710105579 -0.089404638506323741 0.099890809350138193 -0.00057862026397698921 -0.0091489007528639289 -0.052270794792641975 0.02706980715635799 0.035087326590944386 0.059616216825034124 0.036912578387960991 -0.088015483894189825 0.067848158923151311
leaf_weight=0.047952183316639529 0.13012680313215241 0.036114163665615706 0.037063906770526955 0.051421582327975557 0.099984718988708532 0.045714910040260293 0.10601878422312516 0.073009794949030038 0.13189969758786901 0.06055814804358306 0.3085943290400327 0.18537929075807824 0.063626557458974276 0.07278616150142625 0.12878630931549917 0.29633131087393849 0.1631553961415193 0.41483099898323406 0.1234930780663035 0.19515255602192383 0.026986793644027784 6.9849998647514155 0.24135158894205233 0.16006541636807003 0.060962889111806362 0.03599172062240541 0.067591101047582924 0.11031100082027478 0.14256169657073769 0.087509138253153651
leaf_count=204 260 20 22 145 31 29 16 17 35 36 43 85 57 6 39 33 22 35 46 175 6 1296 33 40 42 13 9 30 62 13
internal_value=-0.000152268 -0.0247655 -0.00345709 -0.0271682 0.00036074 0.0187192 -4.57098e-05 0.0201908 0.0425517 -0.0196396 -0.000797424 -0.017297 -0.0339908 0.0136184 0.000580904 0.0243787 -0.0036095 -0.00157931 -0.0271311 -0.0538539 -0.0220403 0.000583253 0.0258442 -0.00173664 -0.0392601 -0.0482919 -0.00898819 -0.0189845 -0.0364243 -0.00156713
internal_weight=10.6903 0.218267 0.170315 0.133251 10.4721 0.0818291 10.3721 0.371486 0.237918 0.133568 10.0006 0.771013 0.585633 0.172404 9.22958 0.768081 0.459487 8.4615 0.660252 0.413229 0.218076 7.80125 0.656183 7.14507 0.19109 0.0996183 0.531466 0.463875 0.353564 0.211002
internal_count=2900 420 216 194 2480 49 2449 104 51 53 2345 644 559 76 1701 98 55 1603 199 483 308 1404 68 1336 302 70 160 151 121 59
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=21 21 21 7 7 23 9 21 9 7 18 6 9 2 23 9 9 16 9 2 4 0 3 0 0 10 13 2 3 0
split_gain=0.0135803 0.056369 0.0478623 0.0681881 0.114567 0.0427444 0.0606581 0.104882 0.0947858 0.0666759 0.0861118 0.0605634 0.0569555 0.0565741 0.0557962 0.0611139 0.0479102 0.0441385 0.0432018 0.0394693 0.0372558 0.0372165 0.0600091 0.0518551 0.112491 0.0970597 0.0616475 0.0544263 0.0479242 0.04439
threshold=2.9845679401500003 2.1194692063500002 4.3636502323000004 24.122256664450003 22.580174331950005 -0.093074999999999991 194.04304600165003 0.39820604590000008 201.97224908750002 23.031046061850002 14.047116609550001 11.765274893750002 216.18094582280003 135.10547220710001 0.093295000000000031 210.39795333110001 188.53841931785004 17.294959556900004 56.039380217300014 50.734033752200013 161.23541642690003 85.613949164150014 94.319176590550015 85.807518149550006 86.001087134900004 61.960894532450006 117.55283175385001 86.011634045550025 94.507368659650012 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 5 3 4 -2 17 7 11 9 -8 -11 -7 14 -12 -10 -16 -13 18 -1 -4 -19 22 -21 25 27 -23 -27 -25 -24 -26
right_child=2 -3 19 -5 -6 6 8 -9 12 10 13 16 -14 -15 15 -17 -18 20 -20 21 -22 23 28 24 29 26 -28 -29 -30 -31
leaf_value=0.046272087078677665 0.025003705450719678 0.03151683049187208 0.073980246946385206 0.0074912994643094345 -0.069345330426987858 -0.10053765721348024 -0.031172652384301582 -0.067522722458757914 -0.055295841306565667 0.078726657163220137 -0.039783548351125624 0.067975610250130838 0.023245381891647002 0.049147314296442653 0.04130850557402909 -0.0548265607782919 -0.010547869071036475 0.0053176387707914953 -0.07422629352967354 -0.092226763244463647 0.079755741208464376 -0.025459500138686905 0.068902050548181201 -0.0056222595707618684 0.0098675156744011602 0.012998422284372757 0.089993778624831058 -0.096433325800428404 -0.025523583999154349 -0.010837088546039833
leaf_weight=0.052884245850464917 0.17861995567955069 0.65011186391473064 0.07292618928477157 0.46062937182898622 0.46053392300927953 0.044866705115908068 0.14330940110085044 0.37106356073979896 0.4120475361096112 0.33703803218668327 0.14485080318718246 0.13754540544078964 0.25610358890514817 0.14132874335905399 0.16524372127673814 0.11024356534835533 0.17858881452775677 0.11033328279154375 0.068026463204660104 0.10910094100290724 0.17213181112674647 0.21681538517441357 0.066842266019307317 0.10524176480248559 2.9116243930941437 0.18281406187634275 0.24117370789463166 0.17699042242384166 0.27440788717285614 1.6070382686461924
leaf_count=62 58 150 9 141 61 126 17 84 98 30 32 66 88 25 43 31 24 16 54 51 46 28 10 9 399 25 21 44 222 830
internal_value=-0.000148273 0.00494965 -0.00267078 -0.0218398 -0.0429783 -0.00111993 -0.00610091 -0.0301886 0.00421024 0.0303313 0.0444742 0.00818615 -0.0170082 0.00413464 -0.0320025 0.0028375 0.0236166 0.0290373 -0.0215224 0.000863473 0.0506796 -4.1497e-05 -0.027668 0.00224486 -0.00132154 0.0289643 0.0567951 -0.0625707 -0.00702799 0.00250403
internal_weight=10.5605 3.49572 7.06476 1.09978 0.639154 2.84561 2.44223 0.732064 1.71017 0.766527 0.623218 0.361001 0.943638 0.28618 0.687535 0.275487 0.316134 0.403376 0.120911 5.96498 0.282465 5.89205 0.450351 5.4417 4.80089 0.640803 0.423988 0.282232 0.34125 4.51866
internal_count=2900 992 1908 260 119 842 664 300 364 104 87 216 260 57 172 74 90 178 116 1648 62 1639 283 1356 1282 74 46 53 232 1229
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=15 7 20 10 13 16 3 13 20 19 23 0 10 5 5 22 20 20 22 22 3 10 21 6 2 15 9 12 22 0
split_gain=0.0130456 0.0501294 0.0525262 0.0176442 0.0158817 0.137418 0.102786 0.0698654 0.0666261 0.0690724 0.0587198 0.0522021 0.0501279 0.0643527 0.0812478 0.0837173 0.054868 0.0911983 0.0713709 0.102788 0.0977438 0.0693574 0.0776942 0.0561865 0.0788562 0.0583131 0.0998556 0.070117 0.0503832 0.0874875
threshold=46.574831689400007 23.539316666200005 42.233786329550007 61.767325547050007 112.82921081865001 19.974953289850003 89.227236891450005 113.92610173585001 38.441102963850007 14.251149826300002 0.088500000000000023 89.738043936200015 63.910026677050006 20.206488238950005 21.042547594650003 -0.083135000000000001 42.178283198950005 42.487106141350004 -0.067574999999999996 -0.019444999999999997 93.394346993650018 61.993156030000002 7.362244800500001 16.585387514950003 108.54085696455002 41.657300687350009 191.62448690950001 213.62869376460003 -0.072569999999999982 86.162394622750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 10 -8 9 11 -6 -9 13 -10 15 -15 23 -18 20 -20 -19 22 -22 24 -16 26 -26 -28 -27 -30
right_child=1 2 -4 -5 6 -7 7 8 12 -11 -12 -13 -14 14 16 -17 17 18 19 -21 21 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=7.6363346561710916e-05 0.0096622108253707744 -0.052061632433015259 0.055655066215455976 -0.10066032318365314 0.085944829392816918 -0.07936549871364712 -0.061673432067106231 -0.078675035938827825 0.053794335557173049 0.053416209235424561 0.012501491053189904 0.043227721421424697 -0.057763761480313813 -0.06932096030600815 0.076878846332604847 -0.0001866807777729241 -0.069144116082233184 0.047020099928329145 -0.10233230609356692 0.024430133762970107 0.048417168854152121 -0.061489065237790352 -0.055010228539396001 -0.032563740710163415 0.050041604789827658 -0.0043010747128848694 -0.051636306253084845 0.016869317904131913 0.0053226142223510063 0.10045975231709486
leaf_weight=4.2537124187213191 0.017810183707298033 0.079791818374360446 0.10463423033434083 0.077924075361579526 0.22632323938887555 0.22949136173701834 0.17700953316284529 0.081941532034761511 0.2120026820921338 0.44354535837192088 0.20975774072576314 0.061489281244575977 0.15524460229789827 0.33976336766500026 0.22054298162402153 0.36154268277459767 0.22670159362132825 0.44228043284965601 0.14573420700617135 0.11401126389830607 0.20944929086181219 0.20897443224657763 0.11118590479554769 0.22033393089304798 0.24852180521702372 0.19557888992858352 0.38216492655192269 0.24531107221264392 0.1750105902319774 0.21590714831836522
leaf_count=1878 8 24 21 79 33 48 43 51 26 52 20 6 43 31 20 35 39 31 17 44 28 42 58 74 20 26 33 25 20 25
internal_value=-0.000138969 -0.021425 0.0090515 -0.0801362 0.000450687 -0.0039902 0.00398678 7.18699e-05 0.00225026 0.033909 0.0506181 -0.0264149 -0.00194429 8.27617e-05 -0.00271984 -0.0336803 0.00373902 -0.0108563 -0.000127473 -0.0466919 0.0123172 -0.0166633 0.0125519 0.0149217 0.0211382 0.0127326 -0.00360609 -0.0248541 0.0371363 0.0578677
internal_weight=10.3937 0.28016 0.184426 0.0957343 10.1135 4.4832 5.63033 5.19425 5.01724 0.586976 0.436081 0.143431 4.43026 4.27502 4.06301 0.701306 3.36171 1.45834 1.23164 0.259745 0.97189 0.52961 0.320635 1.90337 1.68304 1.46249 0.875998 0.627476 0.586497 0.390918
internal_count=2900 132 45 87 2768 1926 842 789 746 109 53 57 637 594 568 66 502 259 220 61 159 128 86 243 169 149 78 58 71 45
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=22 23 15 19 9 2 5 10 13 16 16 20 12 19 0 3 0 21 16 17 13 13 20 10 0 13 20 18 9 2
split_gain=0.0125919 0.0186681 0.0158511 0.061442 0.0664202 0.0537988 0.0564919 0.0362825 0.0636726 0.0577753 0.0565455 0.0670449 0.0432751 0.0431092 0.0372719 0.0974033 0.11538 0.0802901 0.0800019 0.102626 0.0891807 0.12995 0.122795 0.056417 0.0499146 0.101445 0.0567216 0.0791548 0.0700039 0.0447532
threshold=0.68694500000000025 -0.16319499999999998 23.900317844600004 12.851036860900001 182.75300319265003 207.83068032845003 9.180927113800001 75.465019721650009 104.02719889955002 17.844958270700005 17.204959767300004 43.061965423550006 84.164147923250013 12.851036860900001 96.055920542800024 85.54673771085001 94.776214472700005 4.7627705569500014 19.214955067100004 173.06150329755005 112.82921081865001 113.13031812925001 37.360990606650006 69.563854125350005 90.437043050150024 113.85351336640001 38.441102963850007 13.373311100250001 193.60452210450003 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=2 -2 3 -1 5 6 -5 9 10 12 11 -9 -4 -11 15 16 -15 -18 19 -17 22 -22 -20 -24 25 -23 27 28 -27 -16
right_child=1 -3 7 4 -6 -7 -8 8 -10 13 -12 -13 -14 14 29 18 17 -19 20 -21 21 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0007068873562316309 0.076420548620816847 -0.0034398212103519386 0.080625994498147058 -0.10108947169306377 -0.10071518304634706 -0.10081251524898079 0.069634967782940677 -0.06170338853694405 0.10074302884914377 0.063939984329159066 0.073221806158319733 0.061819403452479341 -0.062741963091836536 -0.091033997813006376 0.064375152845820183 -0.069872565456089872 0.033868224102611713 -0.076120927211154432 0.01714439276381512 0.060773690379945115 0.097965506903956973 -0.087644963841910034 -0.1018591544764532 -0.01806173547767876 0.043937994778654385 0.041478745815975715 -0.0030576871601334515 0.075667253233793974 -0.041907606987401314 -0.010348558515836924
leaf_weight=1.4397369456004856 0.052973505575209856 0.065418803543253357 0.023342771513851335 0.025017346241383964 0.14002249467876027 0.042775650041221525 0.086040320009374227 0.13637200303801922 0.09816752141341567 0.10843638925507537 0.090643183666543337 0.06483058666526631 0.21472135217914001 0.25342784505119187 0.19281231777858909 0.070456540128816303 0.21476154007541481 0.096051774668012513 0.24852217981242564 0.41008962916089331 0.14111490338109423 0.1327074400614946 0.24257961265539052 0.12013094579742756 0.25548143649939437 0.21385738771095919 4.4671714851187971 0.23042131308466196 0.19023363367887214 0.137172191611171
leaf_count=1124 8 36 5 30 92 38 46 72 7 16 53 16 133 83 20 60 35 43 24 54 17 13 43 20 32 55 649 22 24 30
internal_value=-0.000129775 0.0322929 -0.00051032 -0.00921209 -0.0508831 -0.00552479 0.0311768 0.00129555 0.0310757 -0.000162938 0.00764181 -0.0219024 -0.0486844 0.00133228 0.000440991 -0.00104759 -0.040955 -0.000122125 0.00230184 0.0416186 -0.000724892 0.00321312 -0.0370039 -0.0741052 0.000777548 -0.00132904 0.000916253 0.0288941 0.00222301 0.033313
internal_weight=10.2055 0.118392 10.0871 1.73359 0.293856 0.153833 0.111058 8.35351 0.390013 7.96349 0.291846 0.201203 0.238064 7.72543 7.61699 7.28701 0.564241 0.310813 6.72277 0.480546 6.24222 5.63099 0.611233 0.362711 5.48987 5.23439 5.10168 0.634512 0.404091 0.329985
internal_count=2900 44 2856 1330 206 114 76 1526 148 1378 141 88 138 1240 1224 1174 161 78 1013 114 899 812 87 63 795 763 750 101 79 50
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=22 17 0 5 5 3 6 6 17 7 3 15 22 5 0 23 20 5 22 22 23 5 16 2 22 17 8 23 21 12
split_gain=0.0132366 0.0360737 0.0887737 0.0701161 0.0533922 0.103841 0.0976116 0.0599733 0.0525377 0.0653672 0.0406608 0.0394683 0.0521459 0.0490064 0.0487495 0.0478521 0.0335092 0.0378073 0.0315769 0.0627177 0.0787205 0.0766955 0.132598 0.087418 0.155955 0.0779861 0.0604442 0.0598571 0.052669 0.0499973
threshold=-0.11600999999999999 195.76335783930003 86.950112854950021 20.361635946650004 21.623222698850004 93.394346993650018 14.615341485100002 13.825323026450002 192.00356210945003 22.124753953150002 108.42013948475001 31.385732506450001 -0.12835499999999997 16.402744325200004 98.615332683000005 0.072890000000000024 45.673096293200011 13.592434445950001 -0.079824999999999993 -0.082314999999999985 0.083185000000000023 21.446355970350002 22.399947619200002 107.86920410340001 -0.08756499999999999 187.59608338195002 9.0429429770000009 0.084795000000000023 2.6720444286000005 252.77140434755003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 11 6 -6 7 16 9 10 -7 12 13 14 -4 -16 17 -1 19 20 28 22 25 -23 -25 -22 29 -21 -2 -20
right_child=18 2 3 -5 5 8 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 26 27 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.055011033480014959 0.0040255558806585783 -0.10155766503674009 0.040224393199592194 0.045061589982566826 -0.077396197419431767 0.030247909021104198 0.061398141412796509 -0.071729989139602837 0.092327715073038719 -0.10135141639628094 -0.063268671190534642 -0.10153223521147021 0.068123590946231979 -0.076771556488423265 0.02117107796781274 -0.10030475464506333 -0.013052160207746882 0.057650352112480964 0.0094946249524720805 0.012717849764391992 -0.07945773414260407 0.078428884874104945 -0.067083201528026243 -0.042655504448558326 0.054141147029614034 0.021495782442121525 -0.059275262538230816 -0.080090600604645332 -0.064660547168668328 -0.018712144753295207
leaf_weight=0.034916535636569046 0.17069536818780839 0.095427694486943326 0.13923849664570298 0.24318593711359426 0.16156129921728268 0.31278359514601561 0.48511244785981944 0.096375045988679631 0.074496319597528782 0.054140134883709834 0.054612144281236397 0.053289868170395494 0.071140118029688892 0.12457917577557964 0.059699584300233255 0.070987851280406744 0.22009669038163793 0.20275570378953489 3.7902946024292135 0.099986301493117824 0.086923867960677859 0.23030559661856376 0.32937158411368728 0.32473354260514498 0.34147847954318422 0.63931043741473559 0.15206354371991881 0.22786428097714406 0.32268233910755839 0.75329671181526681
leaf_count=99 29 29 27 31 53 152 51 25 12 21 75 13 16 39 47 179 178 66 891 13 52 19 41 80 34 175 65 53 83 252
internal_value=-0.000129277 0.00608466 -0.0106318 0.000753369 0.0145328 -0.00776699 0.028643 -3.17161e-05 0.0149117 0.00123034 0.016347 -0.0200106 -0.010681 -0.0248916 -0.00094741 -0.0448131 0.0150631 0.0410992 -0.00225444 -0.010715 -0.00520887 0.00381092 -0.0144558 0.0253191 0.00695929 0.00941253 0.00274254 -0.0517863 -0.040897 0.00481813
internal_weight=10.0234 2.5544 0.857549 0.762121 1.69685 0.657593 1.03926 0.554144 0.496032 0.421536 0.367396 0.518935 0.465645 0.394505 0.269926 0.130687 0.457769 0.237672 7.46901 2.77335 2.4455 1.95212 1.05561 0.896518 0.666212 0.726234 4.69565 0.327851 0.493378 4.54359
internal_count=2900 1113 381 352 732 313 419 368 260 248 227 321 308 292 253 226 343 165 1787 579 513 401 268 133 114 227 1208 66 112 1143
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=19 18 12 17 4 9 5 15 8 9 8 17 18 18 17 23 9 22 14 20 4 8 13 13 20 6 17 18 10 5
split_gain=0.0132586 0.0303913 0.0178439 0.0345445 0.0313451 0.0492013 0.0309686 0.0309989 0.0280579 0.0578714 0.0572329 0.0367109 0.0274303 0.0654272 0.0230373 0.0282415 0.0278922 0.0250811 0.0532111 0.0647501 0.0893043 0.0802452 0.0659596 0.0522697 0.0505064 0.106512 0.0409186 0.0400761 0.0971275 0.0793571
threshold=14.651182102100002 13.434779691800001 92.695913642950003 181.49225329600003 163.60960442095003 189.54401862130001 16.579584939650001 26.285853065250006 8.8430989333000021 226.28914430085004 8.7431769115000026 181.49225329600003 13.987466292050001 14.616109407550001 166.83257850275001 -0.24701499999999998 68.670253264700008 -0.11600999999999999 216.12004062900004 41.468518788800004 267.88310861120004 8.4434108459500017 117.38883580790001 104.02719889955002 39.788107623550012 13.475314848550001 185.98603786385004 14.752187928300001 70.96454081135002 18.367178700250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -4 -1 -8 10 11 14 -10 -5 -14 15 16 -6 18 23 20 -20 22 -21 -16 25 -22 -25 28 29 -19
right_child=1 -3 4 12 8 -7 7 -9 9 -11 -12 -13 13 -15 17 -17 -18 27 19 21 24 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.067181588366069842 0.054787673140199604 -0.003619749630799893 -0.0041368630779360814 -0.0086340813848386402 0.076647812092071874 0.071384459656328295 -0.055401788231124217 0.020353662888878469 0.010049912940981474 0.050005540947232877 0.046388816504090075 -0.077030342251608167 -0.10222435435245253 0.0015081091221608607 -0.050049547447753799 -0.079919025439069827 -0.10052532003927186 0.03975768574666385 -0.076608144701598199 0.013663242611115595 0.038639525582263634 0.0912636655866641 -0.10116599428964462 0.00070456231475329823 0.044290537430813952 -0.10104423979886185 0.062253202288386891 0.0089209128708587805 -0.092201019317160765 -0.010926769794891409
leaf_weight=0.075163964336751543 0.14202825599159119 0.23899658356094733 0.19174166417906136 0.26385883311741054 0.028785390978327996 0.15681933117048175 0.083719160682676375 0.15224151607981184 0.066683938381629448 0.070000473733671242 0.26153223816072557 0.17668545359265408 0.13381156537161587 0.1114428229097939 0.065478161037386573 0.078531104325859746 0.012853218077111705 0.33905695346038989 0.22071672093818484 0.55492048887987266 0.1134227292443768 0.12499651726102456 0.054979527520117699 0.15123689190477307 0.1682654877722598 0.10523978459241334 0.37795169984292443 1.7139075403192547 0.13673021915747074 3.4746366984961412
leaf_count=23 28 33 22 33 24 22 21 33 24 20 39 57 26 35 47 213 48 45 80 374 114 16 15 55 64 46 53 687 85 518
internal_value=-0.000137683 0.0181518 -0.000873917 -0.0149698 0.000463474 0.0298406 0.011282 -0.00652447 -0.000770729 -0.0301227 0.000381439 -0.0531701 -0.0310126 -0.0550886 -0.00117682 -0.0446191 0.0219571 -0.000490056 0.00933214 -0.00169813 -0.0258496 0.0182714 0.00331194 0.0342345 0.0031047 -0.0285887 0.0446632 -0.00384926 -0.00938965 -0.00642066
internal_weight=9.84643 0.381025 9.46541 0.820238 8.64517 0.348561 0.311125 0.235961 8.29661 0.31337 7.98324 0.243369 0.509113 0.245254 7.72171 0.12017 0.0416386 7.60154 1.93721 1.34254 0.607645 0.734897 0.6099 0.594667 0.386928 0.218663 0.529189 5.66433 3.95042 3.81369
internal_count=2900 61 2839 171 2668 44 77 54 2624 101 2523 81 94 61 2484 285 72 2199 864 709 304 405 389 155 224 160 108 1335 648 563
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=16 23 19 10 13 6 6 5 20 20 3 21 23 6 18 22 0 20 7 21 20 22 13 21 15 13 13 19 3 0
split_gain=0.0126016 0.0406582 0.0398195 0.0316571 0.0319358 0.0306561 0.0838287 0.0453377 0.0526438 0.0503555 0.044887 0.0316701 0.0321611 0.0317936 0.0295316 0.0303831 0.0274229 0.0270744 0.0442779 0.0270501 0.0269654 0.0269299 0.0594848 0.050086 0.0430802 0.0541179 0.0698849 0.0449899 0.0553457 0.109796
threshold=13.534968349350001 0.076580000000000023 11.850956171350001 80.468240302450013 101.09946799550001 13.665319288000001 13.775321858200002 13.697488545350001 34.997818021800008 43.874475754150005 83.960547413900017 5.7087410616000005 0.086230000000000015 11.125259939900001 13.849588037450003 -0.022239999999999999 93.063666643600016 46.177190236600005 27.894561215200003 5.9038172716500013 43.45354240915001 -0.5169149999999999 102.76362357825002 5.2269517379000012 24.200063469100005 104.51649827935002 106.00321562545001 12.851036860900001 85.622014538550019 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 14 3 4 -2 7 -7 11 -9 16 -11 12 13 -4 -1 17 -10 -16 -19 -3 -17 23 -23 -8 25 -24 -27 -26 29 -29
right_child=2 19 5 -5 -6 6 21 8 9 10 -12 -13 -14 -15 15 20 -18 18 -20 -21 -22 22 24 -25 27 26 -28 28 -30 -31
leaf_value=-0.10039889865079768 -0.044998034581698737 -0.020856578091676681 -0.074540864511725161 0.078968886279129902 0.043442571974345201 0.067870860317565687 -0.063009930362282821 0.044624722489389985 -0.015317286834688713 0.080660085462370301 -0.048911736512325797 -0.02709397140736345 0.052955688165895423 0.043293257033467709 0.059718754933048207 -0.10073824721498735 -0.090540507638267334 -0.10056997624940059 0.056024272656212348 -0.093827280139294006 0.019070461285851978 0.083595145873630899 -0.085413448453085697 0.031285247426662263 0.044890566306399725 0.056249284721282801 -0.066718673624640609 -0.078481658187598169 0.0033825721530214982 0.0016559908811669068
leaf_weight=0.023442564521474973 0.064620308738993937 0.1335577284065721 0.049798601410655396 0.11177522419075103 0.11090104301047177 0.18602841868414532 0.17129188784383309 0.064011286893219221 0.06134438123262953 0.045519701961893588 0.064792187051352812 0.18150277469817411 0.17048605891187663 0.042388907895656303 0.14687245073277211 0.036239062554102475 0.23079256288292527 0.032979809087009926 0.039904357640807575 0.081985445223949682 0.03900600002543797 0.08625607181056949 0.13045465891627817 0.08393031706509646 0.23299971802066455 0.098642549761279952 0.08695994490301473 0.25653752705329669 6.1369864548196347 0.51255932550520811
leaf_count=64 22 289 62 41 36 33 53 20 19 9 38 164 59 9 106 60 135 36 17 198 30 19 20 24 63 15 122 86 941 110
internal_value=-0.000138743 -0.0150726 0.000729881 0.0373719 0.0108821 -0.000453834 0.00152918 -0.017837 -0.0396104 -0.0530084 0.00455549 0.00502886 0.0272252 -0.0203593 0.00762918 0.0162137 -0.0747448 0.0349927 -0.014834 -0.0486122 -0.0386311 -5.374e-05 0.00102744 -0.0320008 7.21288e-05 -0.0360563 -0.00136463 0.00167159 0.00021345 -0.0250745
internal_weight=9.71457 0.533987 9.18058 0.287297 0.175521 8.89328 7.98265 0.910636 0.46646 0.402449 0.110312 0.444176 0.262674 0.0921875 0.318444 0.295002 0.292137 0.219757 0.0728842 0.215543 0.0752451 7.79662 7.5414 0.255222 7.45514 0.316057 0.185602 7.13908 6.90608 0.769097
internal_count=2900 800 2100 99 58 2001 1486 515 221 201 47 294 130 71 313 249 154 159 53 487 90 1453 1376 77 1357 157 137 1200 1137 196
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=7 3 21 5 13 7 20 16 23 13 15 20 0 20 7 0 23 20 23 22 23 17 16 2 20 23 9 10 16 5
split_gain=0.0130367 0.0215804 0.0357957 0.017078 0.0283358 0.0312036 0.0169307 0.0154971 0.0360868 0.024569 0.0207773 0.0474045 0.0334203 0.0177743 0.0173591 0.0524437 0.112422 0.107918 0.0666125 0.0568851 0.0890525 0.0507806 0.048624 0.0646189 0.0876729 0.054234 0.0459516 0.0759103 0.0427296 0.146589
threshold=17.938678131200003 108.3367972827 2.2747687716500002 30.133297129900004 119.04223755815001 20.234873028950002 42.131954243650007 22.724946859200003 0.096845000000000028 117.75715457175001 46.574831689400007 42.233786329550007 86.420486603250012 42.448133449100006 22.726915405250001 86.20003303655001 0.10273500000000002 41.966555987550002 0.11467000000000002 -0.033594999999999993 0.12424000000000003 198.29010168345002 22.624947093000003 168.58119165855001 41.919251152600005 0.11048000000000002 193.75542554275003 62.106071271500007 22.554947256700004 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=-1 3 -3 4 7 -6 -5 9 -9 10 14 -12 13 -13 26 16 17 -16 22 20 -20 -22 25 -24 -25 28 -2 -28 -17 -30
right_child=1 2 -4 6 5 -7 -8 8 -10 -11 11 12 -14 -15 15 18 -18 -19 19 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.052431786273438467 0.0010779561905596561 0.06236197179619888 -0.10096961314455136 0.076879912190152777 0.014614023109701954 -0.10069894454361537 0.0050260880347048828 0.05967961601670374 -0.015159022660506772 -0.049401413226806634 -0.079419946383105247 0.042271664597431216 0.059446003089308287 -0.10037483052103779 0.039514133394871948 0.00028088508934139906 -0.090452082674736894 -0.054255877324244119 0.060617345662845969 0.065052956913205034 -0.10178141094268714 0.024046100364227923 -0.022762996793304246 0.099055870682939973 0.0051634737577173229 -0.063637431480377066 0.079730465785866331 -0.0089288029970464502 -0.10194580995302849 0.0040469087747464902
leaf_weight=0.04693430758004602 1.4387755656049295 0.018421460403261203 0.049402775264525189 0.056800012222084528 0.039356824243442001 0.058121464434861991 0.077585258772614907 0.13591315027406459 0.12250710587250069 0.10214351224203788 0.10336325332082275 0.012708578722595121 0.066129192942753434 0.027938199717709722 0.27709139310536546 4.2267600973053021 0.2021943098079646 0.22032484526266671 0.12917913131786918 0.28918267035039935 0.086339855878691196 0.051030199062836346 0.190792362904176 0.18266314937500283 0.21830503060482442 0.15378077494054299 0.21428283746354271 0.1758021002580108 0.18657563475426275 0.43400195764843374
leaf_count=84 468 25 52 25 5 42 20 22 21 22 52 4 7 52 32 1515 36 53 24 50 27 29 13 29 23 40 18 45 26 39
internal_value=-0.000142502 -0.000400951 -0.0566078 1.19303e-06 -0.000507789 -0.0541414 0.0353962 5.75476e-05 0.0242015 -0.000636527 -7.6057e-05 -0.0311463 0.0155844 -0.0557751 0.000676395 -0.00163502 -0.0275779 -0.00202022 0.00131685 0.0343366 0.00101212 -0.055039 -0.00196413 0.025142 0.0479366 -0.00517149 0.00933155 0.0397738 -0.00331667 -0.0278196
internal_weight=9.59441 9.54747 0.0678242 9.47965 9.34526 0.0974783 0.134385 9.24778 0.25842 8.98936 8.88722 0.210139 0.106776 0.0406468 8.67708 6.84822 0.699611 0.497416 6.14861 0.555732 0.266549 0.13737 5.59288 0.591761 0.400968 5.00112 1.82886 0.390085 4.84734 0.620578
internal_count=2900 2816 77 2739 2694 47 45 2647 43 2604 2582 115 63 56 2467 1936 121 85 1815 130 80 56 1685 65 52 1620 531 63 1580 65
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=15 21 22 16 16 17 12 20 20 18 9 23 12 21 21 12 22 9 16 12 17 16 13 18 18 17 21 5 6 6
split_gain=0.0123726 0.0378262 0.0181244 0.0198744 0.0366812 0.0238961 0.0327719 0.0186044 0.0555644 0.0762915 0.0867929 0.0537702 0.0492298 0.0487181 0.0561773 0.0408204 0.0735929 0.0766934 0.0763528 0.0373508 0.0623121 0.0579975 0.0439177 0.0745198 0.0579123 0.0389129 0.0460687 0.0431606 0.0808033 0.0551179
threshold=11.896459116400001 17.123843457500005 0.68694500000000025 9.6249774926000011 11.934972090850001 177.48499193625003 255.91119495340004 43.19689381845 42.718072821900002 13.197799034350002 201.63419974125003 0.087530000000000011 310.47677677450002 6.655069997600001 6.338788634150001 197.02116758845003 -0.09715 194.59941400375001 18.984955604900005 316.7844411196001 204.75389752000004 20.644951723100004 98.238948544700023 18.645258535250004 17.140917755100002 213.85098605320005 1.2781961269500002 13.999568943650003 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 -1 3 -2 5 6 -5 8 19 -10 11 -11 -12 14 -9 16 17 18 -15 22 -21 -22 23 -6 25 27 -27 -24 -29 -30
right_child=2 -3 -4 4 7 -7 -8 13 9 10 12 -13 -14 15 -16 -17 -18 -19 -20 20 21 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=-0.10029996700028279 0.048836208095470804 0.019512841403128152 0.04209453500287641 -0.079108679540375954 -0.10059255544112036 -0.10043726760881835 0.092364454301353316 0.016378803759540084 -0.10170027994454407 0.061139934652063868 -0.089106004930694843 -0.02733900428081721 0.0056150212782684243 0.025161986804849663 0.090849617480089892 0.016385262789042506 -0.08755497452803751 0.089179947026708561 -0.1014192523584183 -0.080923744810840359 -0.063369845659894411 0.056678457295672086 0.056504850944820433 0.085722117384462573 0.072244218882167907 0.032903578568360591 -0.10078074600155318 -0.056013124917637762 0.063324112976694186 0.002530591776651213
leaf_weight=0.047628931959210585 0.08186466340276588 0.05898143648300902 0.10235843190093952 0.025567747490923831 0.092837478694688502 0.060355085776080841 0.019759544380576699 0.52427116316118805 0.12064511113533161 0.16464110217975758 0.16231521053850884 0.11784928028646391 0.082890966266859323 0.1077733927177178 0.12555348793102894 0.40756628187045862 0.13856469254778858 0.073552277666749433 0.085422708711121231 0.14568586028144626 0.067217987330423057 0.10028420315939002 0.14786441818387164 0.027924409322622523 0.11977503423804581 0.038960753114224533 0.076183070676052012 0.23235327053134813 0.15310688334284339 5.748229179498594
leaf_count=281 70 22 39 76 143 148 9 155 62 32 39 21 16 60 16 197 73 10 31 60 44 23 52 10 26 15 39 112 24 995
internal_value=-0.000140198 -0.0340144 0.000245985 -0.000217151 -0.000655208 -0.0592289 -0.00435833 2.79268e-05 -0.00196007 -0.0299583 -0.0135562 0.0242283 -0.0570859 0.0103556 0.0307674 -0.00596186 -0.0284332 0.00227808 -0.0308066 0.000651631 -0.0330954 0.00850353 0.00224404 -0.05751 0.00335139 0.0020614 -0.0555465 0.00311738 0.00183037 0.00410785
internal_weight=9.45798 0.10661 9.35137 9.24902 9.16715 0.105682 0.0453273 9.06147 7.59876 0.648342 0.527697 0.28249 0.245206 1.4627 0.649825 0.812879 0.405313 0.266748 0.193196 6.95042 0.313188 0.167502 6.63723 0.120762 6.51647 6.3967 0.115144 6.28155 6.13369 5.90134
internal_count=2900 303 2597 2558 2488 233 85 2255 1713 170 108 53 55 542 171 371 174 101 91 1543 127 67 1416 153 1263 1237 54 1183 1131 1019
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=7 3 7 5 21 18 9 17 20 16 21 0 23 7 2 21 21 20 17 0 3 13 20 7 22 18 7 4 4 8
split_gain=0.012157 0.0174754 0.0325798 0.0317034 0.0480903 0.0264977 0.0598824 0.0565526 0.0440781 0.0271081 0.0717044 0.0567207 0.0498875 0.0452264 0.115722 0.0830391 0.0655593 0.0632504 0.0597775 0.0524392 0.0428524 0.0344935 0.0749185 0.0932313 0.0814727 0.0706015 0.113813 0.0459367 0.0408294 0.0461792
threshold=17.938678131200003 103.44111502715002 19.874819532250005 29.040033326300005 7.5091558130000005 12.903279561150002 195.51131808980003 177.48499193625003 41.028010303750008 22.624947093000003 0.61177024580000017 85.656964494200011 -0.093074999999999991 22.726915405250001 141.08665706260004 11.790993765850002 4.7627705569500014 42.686561923500008 200.39804233735001 86.345209775600011 93.249170254600017 117.50443950750001 41.24714903835001 23.074695113900002 -0.085734999999999992 13.5538556217 23.124786352450005 158.72829101635003 168.72122291465004 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 2 -2 -3 -5 6 8 -8 -4 11 -11 -7 -12 17 -15 16 18 -14 20 -18 -16 25 -23 24 -24 26 27 -13 29 -27
right_child=1 3 5 4 -6 9 7 -9 -10 10 12 21 13 14 15 -17 19 -19 -20 -21 -22 22 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.051066703870969544 0.045921180047127821 -0.10083079990014848 -0.023455411837147368 0.066198451272719672 -0.063537297887830455 -0.10098730242620405 -0.055579221505560154 0.072305381740830094 -0.1011465630699618 0.085918860171676173 0.065399665978759527 0.06793486155125962 0.049945969564192068 -0.10233419600522538 -0.080888265807912904 -0.051865379427983971 0.0075406206016913821 -0.028382255163826753 0.03755796922360178 0.097857660934456581 0.0092831891261767226 0.016710041794954597 0.045058519677172462 -0.093553924667436908 -0.051208830529376741 -0.055491975501506002 0.086003151493951435 -0.0036792362014930625 8.3891143549625366e-05 0.0012532586177852485
leaf_weight=0.046112341657846723 0.15306523030176045 0.048285957117514822 0.28426198112538159 0.052582424591037125 0.062571539405553267 0.057519180802669712 0.05164377262826747 0.10465014470310052 0.098272431877376221 0.12179304054006923 0.13125836967446947 0.10457431711256493 0.33757141919522815 0.12219427840318531 0.12140845251269639 0.21712765692018365 0.11440190370467462 0.1484187258303109 0.17066390678519383 0.14674872998148203 0.093131318621090031 0.36007332590816066 0.15280073808753514 0.21504378700774396 0.20702252705086721 0.29985511800941811 0.23991051502525806 0.62427241405566747 4.1572561628544094 0.27488072193227708
leaf_count=84 52 88 44 44 45 70 37 24 46 22 18 15 39 14 15 35 32 32 29 13 31 37 14 52 30 71 20 104 1706 37
internal_value=-0.000151901 -0.000406591 0.00017487 -0.0328161 -0.00429643 -0.000606905 -0.0221053 0.0300488 -0.0434141 0.000769198 0.0119483 -0.00211144 0.00632783 0.0010592 -0.0112502 0.00163937 0.019613 0.026025 -0.00660994 0.0582926 -0.041745 -0.00125437 -0.0190576 -0.0414611 -0.0103284 0.00166542 0.0262609 0.00659589 -0.00336989 -0.0283523
internal_weight=9.31937 9.27326 9.10982 0.16344 0.115154 8.95675 0.538828 0.156294 0.382534 8.41793 1.72472 6.69321 1.60292 1.47167 0.985676 0.863482 0.646354 0.48599 0.385204 0.261151 0.21454 6.63569 0.93494 0.574867 0.359823 5.70075 0.968757 0.728847 4.73199 0.574736
internal_count=2900 2816 2639 177 89 2587 151 61 90 2436 280 2156 258 240 169 155 120 71 75 45 46 2086 133 96 44 1953 139 119 1814 108
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=7 20 22 21 18 16 20 2 20 7 0 6 22 6 6 5 21 0 13 4 5 23 22 10 0 10 23 10 10 16
split_gain=0.012156 0.0326476 0.0373761 0.0472863 0.0278438 0.03075 0.0275426 0.0271588 0.0268474 0.0241782 0.0211067 0.023709 0.0477008 0.0357956 0.0300272 0.023548 0.0218927 0.0211538 0.0459121 0.0556237 0.0424695 0.054723 0.0462971 0.0224918 0.0560653 0.0970015 0.0732193 0.0376511 0.0708591 0.0536437
threshold=26.752366550650006 39.091773401050006 -0.078219999999999998 16.589865017350004 17.140917755100002 11.599972874200001 42.428475018400007 297.58713971970008 42.280042771400005 20.562096111400006 105.70748523110002 10.715250360100002 -0.15895000000000001 11.175261108200003 11.495268585100002 9.9970238968500009 5.3110029590500014 97.835679825150024 104.19119484555002 233.74578482015002 13.999568943650003 0.11308000000000003 -0.14228499999999997 72.953999827850012 96.055920542800024 71.090898343450007 -0.059734999999999996 70.865067860500019 70.284360904350009 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 3 6 5 9 8 -4 -3 -1 11 12 16 -13 -15 -12 -7 18 19 -16 -19 22 -22 24 25 27 -27 28 29 -20
right_child=1 2 7 -5 -6 10 -8 -9 -10 -11 15 13 -14 14 17 -17 -18 20 23 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.023866757115166153 -0.10042683024268811 -0.058200946969008016 0.053621673307113808 0.046449281929523661 0.043483742878252657 0.073835744906103257 -0.10094213128769643 -0.05536736243192928 0.061481094669526073 -0.089815035357722728 -0.0038197071247075623 0.074480330386034632 -0.069855255476361205 -0.089935461060454094 -0.0045177690312156547 0.098138445333946209 -0.013309752529263634 0.032865921538163534 0.029775133396770438 0.07568768906226718 -0.0055165805540870316 0.022503317297444928 -0.098519684904975674 -0.032579079188188115 0.046129188190962199 0.039653966884183524 -0.10077307872297317 0.060722372636671566 -0.073267744430889112 -0.00091695083340683013
leaf_weight=0.026114734205461398 0.042055872073761047 0.058773133678698741 0.11627312261322231 0.056202696505806671 0.14913672425153457 0.041562275745491206 0.082107307380510974 0.028459845800625772 0.02751942893200976 0.065968744072620211 0.044132155444459253 0.065730107919079184 0.13974152266950746 0.036641247688747991 0.16470143110586644 0.046540503278265533 0.094085889277266688 0.11242595519388476 0.6325743107852303 0.18203430512403429 0.083613758508363389 0.10303942178143188 0.14874299166126548 0.20176250582153432 0.26816873060306523 0.048484399794688215 0.15854698897328479 0.10609255415693031 0.12709353933496448 5.7078452101440007
leaf_count=24 181 95 97 25 88 19 125 29 9 141 37 13 187 18 43 12 38 41 293 54 36 34 88 40 36 15 86 13 64 919
internal_value=-0.000144826 -0.0169444 -0.00743829 -0.0329749 0.000644592 -9.7815e-05 -0.0594823 0.0321904 -0.0200333 -0.0575751 0.000523864 7.25519e-06 -0.0288506 0.000982666 0.000384899 0.0485134 0.0133914 0.00079626 0.00204121 0.0375896 -0.0203243 -0.0381538 -0.0650524 0.000341215 0.00128351 -0.000490096 -0.0678867 0.00163251 0.000663209 0.00214515
internal_weight=9.16617 0.411391 0.369336 0.224603 8.75478 8.60564 0.1684 0.144733 0.0862926 0.0920835 8.51356 8.42289 0.27539 8.1475 8.08177 0.0906727 0.135648 8.04513 7.5973 0.346736 0.447822 0.335396 0.232357 7.25057 7.04881 6.78064 0.207031 6.57361 6.46751 6.34042
internal_count=2900 561 380 254 2339 2251 229 126 104 165 2086 2037 244 1793 1780 49 57 1762 1563 97 199 158 124 1466 1426 1390 101 1289 1276 1212
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=9 3 0 22 9 22 22 5 13 22 8 18 17 16 6 6 21 6 17 17 3 5 22 23 23 6 16 23 20 2
split_gain=0.0111373 0.0294707 0.0275248 0.0357213 0.0143384 0.0250795 0.0296062 0.0246443 0.0208356 0.0311013 0.0282711 0.0240537 0.0339574 0.0371134 0.0252515 0.0708883 0.0387994 0.0335622 0.0524874 0.0360034 0.033484 0.0296719 0.0295321 0.0220344 0.036326 0.0710778 0.0440851 0.0428744 0.0214341 0.0883063
threshold=38.559541491950007 66.676450093250011 110.50907145210002 -0.15895000000000001 53.944017839150007 -0.24103499999999997 0.049615000000000013 5.5446975231000009 95.870416931800023 0.20981000000000005 2.7478556007500008 17.140917755100002 220.68978861510001 17.164959860850004 13.665319288000001 13.775321858200002 13.996357022800002 12.26528657645 199.41622983390002 205.10400128480003 81.796338618900009 14.515626273450001 -0.15052999999999997 0.43162500000000009 0.12064000000000002 16.355382140900002 22.644947046300004 0.11308000000000003 36.625813070500008 132.99388411665004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -7 -8 9 10 -6 14 -13 -14 16 -16 17 19 -19 21 -17 -10 -23 24 27 -26 -27 28 29 -22
right_child=4 2 -4 -5 8 6 7 -9 11 -11 -12 12 13 -15 15 20 -18 18 -20 -21 23 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.10040031820641016 -0.052170982733884902 0.017011390387415587 0.080934318593580773 -0.10015739841682565 -0.0054152934083614296 0.054761502749411377 0.081604889670363931 -0.10028171812809372 0.037955172277656581 0.059947022580716436 -0.10031039504192441 0.067228602873182289 -0.066816014852023362 0.048132036752150692 0.067021910366552626 -0.060184496303277282 -0.10061785882642033 -0.093574150210118751 0.0043355829037814977 -0.062570848325876519 0.039774374237160556 0.045088979087013467 -0.062676738708609306 0.044250651961205097 0.02228050503153696 -0.10159291261394346 -0.0075466613146334439 0.046754106088602886 -0.0018150664233486501 -0.047857725324594869
leaf_weight=0.040043373074923561 0.036539491002599789 0.070445487284359842 0.030488743837850052 0.041259311266912846 0.057080157582048652 0.17250683829257596 0.010651500930237034 0.024778534728511659 0.2343306867678584 0.027359915044144145 0.069767457387882814 0.12624986040464214 0.055217642860952765 0.057170048501575366 0.15967432950856153 0.092278304311548598 0.053621146433670219 0.10736503071166226 0.11173186362611887 0.066541605207021348 0.45904842029267445 0.039254427633295563 0.072201868570346051 0.1129861354274907 0.14832962903165015 0.13798490453348222 0.078029927640045571 0.20214016803811308 6.0078035546345632 0.15342410742960055
leaf_count=204 50 49 22 145 33 72 11 71 77 22 258 30 23 17 33 34 45 72 54 46 109 16 39 20 21 36 21 34 1172 64
internal_value=-0.000149544 -0.0246209 -0.00328049 -0.0262661 0.000352997 0.0242347 0.037661 -0.0456003 -0.000323572 -0.0367515 -0.0576085 0.000339225 0.0316375 -0.00834355 -0.000567557 0.00110009 -0.018951 -0.0120158 -0.0436436 0.00479002 -0.000323883 0.0177526 -0.0247221 0.000432833 -0.000256046 -0.0310209 -0.0676211 0.00138692 1.7027e-06 0.0178226
internal_weight=9.0563 0.182237 0.142194 0.111705 8.87407 0.244476 0.207937 0.03543 8.62959 0.154208 0.126848 8.47538 0.238638 0.112388 8.23675 7.5517 0.685047 0.631425 0.219097 0.412329 7.39203 0.345787 0.111456 7.29975 7.18676 0.364344 0.216015 6.82242 6.62028 0.612473
internal_count=2900 420 216 194 2480 204 154 82 2276 313 291 1963 70 40 1893 1544 349 304 126 178 1511 132 55 1477 1457 78 57 1379 1345 173
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=13 16 13 17 23 22 0 22 6 0 13 20 9 15 16 16 22 19 20 16 22 13 18 18 15 16 9 9 0 23
split_gain=0.0108673 0.109533 0.0950049 0.0419112 0.0417476 0.0412713 0.0751365 0.0713008 0.0694248 0.0617891 0.0821674 0.0582074 0.0706569 0.060216 0.0542286 0.0476228 0.0529712 0.064998 0.0474605 0.0381895 0.0454716 0.0365919 0.0422052 0.0820954 0.0439963 0.0439215 0.04381 0.0660264 0.0546158 0.0695269
threshold=112.82921081865001 19.974953289850003 113.13031812925001 212.33270692945004 0.25847000000000003 -0.060760000000000002 92.313586825200005 -0.069554999999999992 14.925348728400001 93.442739239950015 109.72404167800001 38.238138001450004 194.59941400375001 32.706399462450001 19.044955464600005 18.684956306450005 -0.040019999999999993 12.951044929850001 37.272044000450002 13.534968349350001 0.06041500000000001 109.72404167800001 14.708525021850003 14.405580508350001 28.452330424200003 18.684956306450005 206.36238950785003 216.18094582280003 100.67200315280002 0.093295000000000031
decision_type=2 2 2 2 2 2 2 2 2 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 -7 11 9 -8 14 12 18 21 15 16 -11 19 -1 -18 -21 22 23 24 -13 26 28 -28 29 -24
right_child=2 -3 3 -5 -6 6 8 -9 -10 10 -12 13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.046510880752765577 0.087382440785027687 -0.077286323723351674 -0.00077048704537272493 0.059043218081904852 -0.10064804658967984 -0.069612183906300987 -0.068933086944886465 -0.10143189736351277 0.072943043417001793 0.053840779374920045 0.10064581641142914 0.0084577168608285739 -0.087033863230039962 -0.10117406272240942 -0.072057279523870463 0.063438174442971715 -0.035043857013745183 -0.06804488527347613 -0.1021731378622234 -0.023281277217582195 0.056349094220327592 0.060407207824179826 0.079205183871633986 -0.10137240982107908 -0.10125005262193387 0.087814234666867746 -0.066321956255257219 0.024178423983979402 -0.010503229321465558 -0.021780120992082944
leaf_weight=0.093974375570497926 0.12959266886173271 0.19458248784940213 4.8934591227092596 0.12001951265847299 0.04096415504775297 0.10160856833545073 0.091141575662731955 0.079062507271828397 0.20683120397734445 0.16737404876386064 0.1055623274296521 0.3929256960248606 0.17172065467252651 0.054211615474741737 0.078214267850853503 0.1645747710717842 0.13748343310605571 0.14509211168842739 0.027825318960708501 0.11099390823619615 0.20261613432921877 0.11474068588677244 0.24150907436012403 0.10223661497866487 0.040304119678239658 0.074685674131615087 0.16315895534341962 0.15934657693145482 0.25731978052439786 0.094992764308699407
leaf_count=152 23 49 927 20 39 88 16 34 21 35 7 192 127 54 20 21 254 67 27 35 59 20 60 43 18 9 80 86 291 26
internal_value=-0.000153219 -0.00419723 0.00284657 0.000661415 -0.000269055 0.00087969 0.0134396 -0.00830022 0.019425 0.0102241 0.0167125 -0.00459816 -0.045713 0.00251981 0.00790819 0.0146469 0.00413063 -0.00982508 0.0125438 0.00890105 0.028166 0.00594495 0.00185119 -0.0207698 -0.00174859 0.0140738 0.00806356 -0.0216067 0.0241775 0.0506975
internal_weight=8.95812 3.81505 5.14307 5.01348 3.62047 3.57951 1.51149 2.06801 1.40988 1.20305 1.11191 1.98895 0.29352 1.69543 1.00635 0.928134 0.76356 0.596186 0.1218 0.451093 0.31361 1.64122 1.52648 0.535466 0.43323 0.991013 0.916327 0.322506 0.593822 0.336502
internal_count=2900 1930 970 947 1881 1842 623 1219 535 514 498 1185 306 879 491 471 450 415 179 348 94 825 805 253 210 552 543 166 377 86
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=15 22 7 6 16 22 15 23 21 20 20 22 22 0 23 23 16 22 13 16 13 16 16 17 16 18 3 5 2 0
split_gain=0.0113802 0.0452263 0.0222374 0.0154488 0.0138526 0.077145 0.0733657 0.0552664 0.0403844 0.0422264 0.0549284 0.0479125 0.0494881 0.0508547 0.0726538 0.0548644 0.0314411 0.0258524 0.0782977 0.0562399 0.0774903 0.0696418 0.0490269 0.0465533 0.0469507 0.0415355 0.140507 0.0956215 0.0919632 0.0871522
threshold=46.810838056050009 -0.082314999999999985 23.539316666200005 16.335381673600001 22.624947093000003 -0.096499999999999989 39.104631750950013 -0.084259999999999988 0.73131419490000016 42.773538294100007 43.162556114600001 -0.085249999999999992 -0.077279999999999988 86.20003303655001 0.10419000000000002 0.089850000000000027 22.704946905950003 -0.096499999999999989 117.59047016770002 21.774949080700004 117.38883580790001 20.854951232050002 22.614947116400003 219.29641589930003 20.394952307700002 13.788608055100001 90.988176966900014 21.850554661550003 105.39281967610002 86.388225105700016
decision_type=2 2 2 2 2 2 2 2 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 17 6 -6 -7 -9 11 -11 -10 -13 14 16 -15 -14 18 19 21 -21 23 25 24 -1 27 -27 28 -19 -29
right_child=1 3 -4 -5 5 7 -8 8 9 10 -12 12 13 15 -16 -17 -18 22 -20 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0033883978129667989 -0.049273302774909676 -0.017859304486522176 0.049812842191114912 -0.10071755639155602 -0.0010815487644082438 0.076935061672108118 -0.099406513164083846 0.065135115872037117 0.064117887533931259 -0.069701154418760916 0.018294504874070364 -0.049663717298917616 -0.011547231217499745 0.0007320800748523798 -0.075220118509940176 0.084230038489639517 0.056124929894491006 0.019559635307062142 -0.10174014931166663 0.087720429578004827 0.010020866345954305 -0.064552204641075014 -0.056275082780135502 -0.083417919232474602 0.05527651929237834 -0.0039675978594281127 -0.082883779561750109 0.009031572656352134 -0.052496190122018865 0.088107458583338127
leaf_weight=1.4100990545033836 0.031922227039899553 0.034407634564559753 0.077973153684069985 0.065032348029944842 0.21489252306491824 0.1411731494590639 0.11731501946269418 0.12706245202571143 0.16963754323660352 0.14959605831427314 0.13491080358653562 0.13480130748939656 0.14771582711546283 0.14460169975063764 0.11323015155539906 0.17265264480374753 0.12827710237434076 0.38185122593858867 0.065093102447690288 0.19626884365788999 0.37093523838120745 0.14948616997571651 0.18863866130413942 0.055412366101904698 0.19899268640438084 2.5185630708518834 0.2478126360083478 0.3465265412798999 0.33036450149484153 0.23315365030339308
leaf_count=913 48 10 18 45 32 18 32 19 18 27 17 16 21 20 19 23 31 40 58 27 38 18 31 98 30 944 42 169 49 29
internal_value=-0.00014716 -0.0231841 0.0210305 -0.0720474 0.000414303 0.00796012 -0.0358038 0.017258 0.0113354 0.00605842 -0.0279743 0.0156364 0.0058605 0.0164549 -0.00776766 0.0461724 0.0199057 -0.00172307 0.00646566 0.0094236 0.0369071 0.000829968 -0.00643991 0.00670183 0.00980528 -0.00412344 -0.0110369 0.0106806 -0.0138638 0.0408368
internal_weight=8.7984 0.209335 0.109895 0.09944 8.58906 1.89587 0.332208 1.56366 1.42249 1.29542 0.284507 1.01092 0.841279 0.706477 0.389223 0.317254 0.275993 6.6932 2.44629 2.38119 0.567204 1.81399 4.24691 1.6645 1.60909 4.05827 2.76638 1.2919 0.712216 0.57968
internal_count=2900 121 66 55 2779 293 64 229 211 192 44 148 130 114 71 43 52 2486 1182 1124 65 1059 1304 1041 943 1273 986 287 89 198
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=8 22 8 0 22 23 22 22 21 23 23 22 23 7 4 9 20 22 20 14 23 6 0 20 16 22 23 10 20 22
split_gain=0.0108206 0.0462974 0.0390877 0.0448264 0.0246721 0.0215266 0.0186863 0.0583948 0.0667072 0.0598028 0.0979996 0.0965455 0.096537 0.0868276 0.0789108 0.0666459 0.0634548 0.0632558 0.0619465 0.0628034 0.0594916 0.0534023 0.0524487 0.0519886 0.0519637 0.0612096 0.0511157 0.0506538 0.0445408 0.0503594
threshold=8.8430989333000021 -0.011399999999999999 9.3427090425500019 88.576630023850015 -0.14869999999999997 0.090720000000000023 -0.063985 -0.054494999999999995 7.4080080539000006 0.084795000000000023 0.070195000000000021 -0.036264999999999999 0.09495000000000002 23.9444576715 193.19324462480003 208.47660979520001 36.514114975300011 0.23643500000000003 41.028010303750008 284.7527778226501 0.088990000000000027 11.060258421150001 86.036037090600004 41.134354310300004 22.624947093000003 0.26462000000000008 0.10818500000000002 78.677727187550019 41.061442884200012 -0.091399999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 -3 23 8 -8 10 15 -11 13 22 -14 16 -9 20 -16 -20 -15 -12 -13 28 25 -18 -25 -22 29 -1
right_child=1 5 4 -5 -6 -7 7 9 -10 11 21 12 14 17 18 -17 24 -19 19 -21 27 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015808531438414666 -0.076722703495669287 -0.10118017461164699 -0.0039590141249956122 0.019090209452849081 0.071213596371255822 -0.018202465758510575 0.0072939427678482332 0.067777320918571485 0.088578144310029527 -0.069552476920802742 -0.040247516557280004 0.014503595053036434 -0.03974554585644019 0.068829252672131233 0.066095483014495568 -0.10095504167142705 -0.042180212058363448 -0.10099223985700385 0.040641338856632646 -0.041143418825507899 -0.066484918336586263 0.076501035826757505 -0.093040050769035307 0.0018687140131460368 0.093522928160041319 0.050908464138022719 0.060637298665733697 0.059794079515293377 -0.10230902912779689 -0.036959222768251053
leaf_weight=1.189839489845532 0.094768125619452803 0.074219447701580843 0.079061179822019767 0.10073360210662941 0.097507329882773774 0.054020331468450422 0.23792073022434612 0.13599617005152642 0.17538996664734441 0.2335614662117681 0.044631630363674901 0.056633821427566788 0.17641091836298983 0.13837632109039077 0.33850635620314051 0.062190503866077051 0.31514239061914395 0.048959905637246948 0.23262800102833125 0.15744115853971152 0.093127565909526311 0.32071461393752543 0.22758154268979069 2.9547052121786526 0.043635729817651736 0.0910420682619133 0.15580487700253787 0.048208596809672599 0.058364978940744439 0.60792299526171589
leaf_count=551 39 26 23 17 30 23 34 50 28 46 81 40 32 42 80 23 170 31 37 45 31 67 50 996 8 36 44 38 13 169
internal_value=-0.000136208 -0.0144107 0.00344828 -0.0273544 0.0375539 -0.0662263 0.000740639 0.00672849 0.0417872 0.00148753 0.0208226 -0.00969945 -0.000489624 -0.0311346 0.0202642 -0.00252776 0.00792132 0.0038664 0.0347945 0.00763107 0.0222205 0.0622387 -0.0716105 -0.00309092 -0.0101752 -0.0213153 0.00481242 -0.0234122 -0.0163354 -0.0135442
internal_weight=8.64505 0.50031 0.37207 0.195502 0.176569 0.12824 8.14474 3.1781 0.413311 2.76479 1.01335 1.75144 1.51787 0.612888 0.904986 0.648007 0.585816 0.328672 0.728576 0.390069 0.279712 0.365346 0.284215 4.96664 0.44982 0.406184 3.11051 0.141336 1.85613 1.79776
internal_count=2900 158 109 56 53 49 2742 969 62 907 435 472 426 232 194 287 264 142 162 82 111 148 90 1773 214 206 1040 69 733 720
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=19 10 5 7 5 21 17 5 2 23 23 2 17 15 10 15 5 20 15 17 16 20 16 20 22 6 9 16 20 16
split_gain=0.0100156 0.0235213 0.0143571 0.0380263 0.0356875 0.0395152 0.0296087 0.0371336 0.0309933 0.0288632 0.0364557 0.0281585 0.0331472 0.0261622 0.025603 0.0253764 0.0299586 0.0295978 0.0252892 0.0227853 0.0226166 0.0533194 0.0413818 0.0835826 0.0664921 0.043849 0.108539 0.0867124 0.05683 0.051039
threshold=14.651182102100002 61.987779113750001 23.721757872050002 24.225158517200004 23.398433971250004 5.7087410616000005 199.01194954300004 24.301614351200005 323.30468295165002 -0.11050499999999999 1.0000000180025095e-35 91.18717909130001 192.84209122775002 22.332985174250002 61.923256118600001 43.938093326450009 22.963361893800002 41.811877919650009 42.133814420300006 162.23740955610003 22.674946976100003 41.395309858300003 22.624947093000003 42.737166331000005 -0.077279999999999988 16.405383309150004 197.58039077460003 22.554947256700004 39.646013290900008 22.574947209950004
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -6 7 14 9 13 -11 -12 -13 19 -4 16 18 -18 20 -9 22 -22 25 24 -24 29 27 -27 -28 -1
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 11 12 -14 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00071188232711333625 -0.016447066733420366 0.038050559056135733 0.0023940910253147808 -0.084233050247794664 0.082554373312039742 -0.0052578134431748441 0.048251424729298831 0.060052062144047451 -0.10074299616132912 -0.10075886489135247 -0.10122031693672416 0.0284211206140568 -0.0588465428626921 0.051724666233937303 -0.10082960961992199 -0.058778491728488862 0.071606954984709176 0.0051488837956042942 -0.051448223339922286 -0.10058477496688374 -0.056166290185567139 0.01982260624626285 0.0013658655076577823 -0.032964108496349169 0.072905507748213791 0.064714393920954974 0.0059127487362852955 -0.018509818931970401 -0.075801247409120198 0.041429106299772228
leaf_weight=4.2424158309614111 0.12956480691241345 0.2037214966112515 0.035617772095974831 0.069481428505241638 0.10989600253469678 0.096020315148962254 0.086129621207760465 0.014020759968389029 0.030783058816041375 0.043704777723405641 0.026022094683867181 0.1878370395102138 0.056652612364814559 0.15289587897007095 0.073850123952979629 0.074242898450393002 0.11297454418672703 0.16472434671595693 0.099186962341263896 0.023851311675571196 0.22020250614150416 0.15902308181102853 0.22031912684906274 0.19446187687572092 0.3166399833280592 0.18605003265110986 0.11180047783636837 0.38274008281587157 0.35652168794138106 0.30828883522190142
leaf_count=1843 31 30 13 22 25 26 18 21 36 71 12 133 23 119 46 14 19 28 27 32 32 21 24 25 39 17 21 43 59 30
internal_value=-0.000126907 0.0168646 -0.000821219 -0.0135362 0.000563154 0.0416069 -0.00681985 -0.0141711 -0.00332732 0.00261098 -0.0160172 -0.00232609 0.00819965 0.0332938 -0.0672435 -0.000618952 -8.67401e-06 0.0321856 -0.00132388 -0.0411148 -0.000581669 -0.0243014 0.000841782 0.0232089 0.0435522 -0.00208597 -0.020642 0.00871264 -0.056294 0.00214297
internal_weight=8.48964 0.333286 8.15636 0.800846 7.35551 0.205916 0.731365 0.645235 0.535768 0.504984 0.314217 0.270512 0.24449 0.190768 0.109468 7.14959 7.07535 0.277699 6.79765 0.0378721 6.69846 0.379226 6.31924 0.731421 0.536959 5.58782 1.03711 0.56879 0.468322 4.5507
internal_count=2900 61 2839 546 2293 51 524 506 447 411 239 168 156 172 59 2242 2228 47 2181 53 2154 53 2101 88 63 2013 140 60 80 1873
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=15 21 22 16 16 23 18 5 8 13 20 10 4 6 19 15 6 20 12 22 21 13 0 9 3 9 0 2 17 4
split_gain=0.00961118 0.0312029 0.0163603 0.0158733 0.0281658 0.0212361 0.0209374 0.0158586 0.0235769 0.0283127 0.0373314 0.0285595 0.0265663 0.0231754 0.0504206 0.0566562 0.0470398 0.0372194 0.0371664 0.0223001 0.037358 0.028358 0.0242025 0.0787141 0.0786135 0.045978 0.0434397 0.0424875 0.0401578 0.0392959
threshold=11.896459116400001 17.123843457500005 0.68694500000000025 9.744977212000002 11.934972090850001 -0.22253999999999999 14.732667293750003 9.180927113800001 2.8477776226000002 98.238948544700023 42.406961525800007 80.468240302450013 277.92641379865006 13.665319288000001 13.351077205700003 20.609775022200004 13.775321858200002 41.590548329450009 93.660658182900008 -0.50001499999999999 5.2269517379000012 102.76362357825002 93.972365491700018 206.08249486475003 84.968719212850019 214.22994816675003 93.442739239950015 148.65120700310004 192.15389660515004 212.51885705880002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -6 12 10 -10 13 -9 14 15 -11 -15 -16 -17 20 -18 -21 26 24 29 -25 -23 -27 -26 -24
right_child=2 -3 -4 4 7 -7 -8 8 9 11 -12 -13 -14 16 17 18 19 -19 -20 21 -22 22 23 25 28 27 -28 -29 -30 -31
leaf_value=-0.10026320997449256 0.044799843562502537 0.017835959062386601 0.04345850868874343 -0.072490117559459305 -0.035757789026495894 -0.10033598385768323 0.078849374805461836 -0.0088285578972307228 -0.10052389324129254 0.013936365472040406 0.011396881078828254 0.046800996273911794 0.065338575684565359 0.057917441838375938 0.051919226930838128 0.054272191346807191 -0.057036822389432973 -0.034817825373966063 -0.094436115410168442 0.055167225569547312 0.028797357894973993 0.00069105116099831357 0.0032402538494724457 -0.088749499867146031 0.002853033293161414 0.047645402016661238 0.040356211412576559 -0.066686492453957524 -0.10119485660912381 0.059717623161104731
leaf_weight=0.038901555199814974 0.077565493255758677 0.052650328897470899 0.086646751969966185 0.019047679865252576 0.12244120768491296 0.049414275989362433 0.017577401562334671 0.082654697567704605 0.064234030166517075 0.096884171010969911 0.055598247672605794 0.13033216787880508 0.11618136213633079 0.1425546996470074 0.12131416301053832 0.01862153950787615 0.16277420458572578 0.08353978166996967 0.17243743416838697 0.095113263097464151 0.073649157806357834 5.1859525778628495 0.37557429917796958 0.17999391744160675 0.062436444175546058 0.063675338955363259 0.29162791577800806 0.06639432099473197 0.091388867360365111 0.18333423446529196
leaf_count=281 79 22 39 31 241 179 14 47 81 35 26 34 54 29 42 8 56 42 125 29 25 1074 60 74 9 12 49 31 39 33
internal_value=-0.000122623 -0.0323459 0.000233284 -0.000223334 -0.000653162 -0.0575647 0.00014194 -4.40299e-05 0.000508356 -0.000367625 -0.0485963 0.000393057 0.0345078 -0.000416938 -0.0213752 -0.048355 0.00106391 0.0165477 -0.0799423 -0.000122393 -0.0302983 0.000959298 0.00016613 -0.0139547 0.00434284 -0.0560148 0.00280284 -0.0107155 -0.0589627 0.0217661
internal_weight=8.38051 0.0915519 8.28896 8.20231 8.12475 0.0860394 0.0366251 8.03871 7.91627 7.71743 0.119832 7.5976 0.198836 7.46727 0.492797 0.287943 6.97447 0.204854 0.191059 6.83191 0.236423 6.59549 6.50038 1.0228 0.712734 0.310064 5.47758 0.13007 0.153825 0.558909
internal_count=2900 303 2597 2558 2479 224 45 2255 2014 1913 107 1806 101 1772 252 168 1520 84 133 1491 81 1410 1381 258 141 117 1123 43 48 93
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=13 16 13 18 23 14 19 20 19 7 13 22 5 5 22 21 6 9 13 13 5 0 20 20 7 5 17 10 20 17
split_gain=0.00950686 0.0948828 0.0829826 0.0369056 0.0366706 0.0301139 0.067227 0.0303417 0.0606038 0.0542594 0.0500816 0.0903566 0.0634364 0.0565424 0.0577528 0.0425554 0.0407596 0.0577146 0.041872 0.0621755 0.0486464 0.0517921 0.0504015 0.0779344 0.0785111 0.0703008 0.0581807 0.0523991 0.0473068 0.0409752
threshold=112.82921081865001 19.974953289850003 113.13031812925001 14.643918747750002 0.25847000000000003 384.93581166080008 14.351157895250003 38.592454371550012 14.251149826300002 22.765858321950002 116.20860268865 -0.097799999999999984 20.206488238950005 21.042547594650003 -0.083135000000000001 4.8216519326000009 16.585387514950003 186.14781787895004 117.38883580790001 117.47217800995001 21.269675393700002 87.29692395375001 43.740100730350001 42.178283198950005 22.806258769100005 22.852794041600003 193.52305340940003 61.944763783650011 41.395309858300003 190.94194574995001
decision_type=2 2 2 2 2 2 2 2 2 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 5 -1 7 -7 8 9 -4 11 -9 -12 14 -14 -10 18 -18 -15 -20 -21 22 23 24 28 -25 29 -27 -22 -26
right_child=2 -3 3 -5 -6 6 -8 10 15 -11 12 -13 13 16 -16 -17 17 -19 19 20 21 -23 -24 25 26 27 -28 -29 -30 -31
leaf_value=0.00083131923818162683 0.086056901037330297 -0.075056785086774616 -0.07013667559076385 0.059838829193308574 -0.10056362188637387 -0.087269250991138012 0.01788355402927265 0.011075047041680768 0.018593131909333944 0.050929451529344305 0.063426884368830316 -0.095871510964374296 -0.065941938708688641 0.04209687694258292 -0.00076837454610407803 0.081870876082559704 0.040977090677640882 -0.063726757765907457 -0.039940316652420982 0.064619575403059779 0.010483573340462796 0.066113176523189141 0.055115025002275497 -0.080328244738746016 -0.0070546391782451839 0.049175801391643376 0.022233057751067001 -0.055163141797537431 0.091564806742786969 -0.076303699337727932
leaf_weight=3.276730188009723 0.11668247307534318 0.17881187876628235 0.11339593514026081 0.10312344366684545 0.036061096288996342 0.12206820249230066 0.1211344758580708 0.16447378532211587 0.3296172758564353 0.054962658556178212 0.15677415326354127 0.1520158428412518 0.25366202622535639 0.31900613259949828 0.2930373014751243 0.15685648424550891 0.07394874592614531 0.18274413315657512 0.28797649468288034 0.15006890345830459 0.13636394180866751 0.12839513586368401 0.14931542425620126 0.2233325979905203 0.19492476282539428 0.10629969449291821 0.30931597116432386 0.087958525651856689 0.1523561900248751 0.15213569001934957
leaf_count=1842 23 49 57 19 39 48 38 54 48 6 21 81 29 44 34 17 45 64 38 16 28 13 21 35 33 24 44 57 16 17
internal_value=-0.000133511 -0.00410226 0.00275828 0.000679362 -0.000272406 -0.000654965 -0.0348947 0.00126865 0.0210994 -0.0306132 -0.00226578 -0.0402934 0.00131871 -0.00172329 -0.0310081 0.0389961 0.0043088 -0.0335634 0.00836374 0.00318627 0.0101227 0.00513715 -4.07682e-05 -0.00608442 0.00981217 -0.0420618 -0.0093035 0.00193199 0.0532697 -0.0374103
internal_weight=8.28355 3.4916 4.79195 4.67526 3.31279 4.57214 0.243203 4.32894 0.654832 0.168359 3.67411 0.31649 3.35762 3.20084 0.546699 0.486474 2.65414 0.256693 2.39745 2.07844 1.79047 1.6404 1.512 1.36269 0.945097 0.417591 0.656376 0.194258 0.28872 0.34706
internal_count=2900 1930 970 947 1881 928 86 842 128 63 714 135 579 558 63 65 495 109 386 342 304 288 275 254 138 116 94 81 44 50
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=9 23 16 16 20 8 9 3 6 19 20 21 2 22 5 23 5 15 20 20 22 15 18 20 2 7 22 8 8 15
split_gain=0.0100443 0.0431115 0.0355677 0.04457 0.0490771 0.0391772 0.0345518 0.0427615 0.0341968 0.0537595 0.0248622 0.0282236 0.0205249 0.0314111 0.0194565 0.0232189 0.0160476 0.0547764 0.0471144 0.0663985 0.0415811 0.0481538 0.0436809 0.0618871 0.0416264 0.0455177 0.055646 0.0598056 0.0526901 0.0403263
threshold=214.22994816675003 0.072890000000000024 17.654958715000003 15.504963742650002 40.922041107600009 8.6432548896500023 210.97856947250003 90.988176966900014 18.155424198600006 14.451165964200003 41.289992964000007 2.3083050893000006 357.36576196840008 -0.037524999999999996 15.210950700600003 0.084065000000000015 20.717225865800003 35.194695975650014 40.305698932850007 40.08085804200001 -0.057185 30.124327028350006 14.047116609550001 35.97706729810001 70.507592614000018 24.071745547300001 -0.58350999999999986 8.1436447804000007 8.0437227585500022 37.434800281900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -4 12 10 9 -7 11 -8 16 -14 15 -6 17 18 19 20 24 22 -22 -24 -1 -26 -27 28 -28 -18
right_child=1 2 5 -5 14 8 7 -9 -10 -11 -12 -13 13 -15 -16 -17 29 -19 -20 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.067643904346135805 -0.075105962349539784 -0.070543838023929314 0.063260016144622608 -0.10044583584951908 0.086210562050128781 0.030851628308836629 -0.087559977114994539 0.03602571186823772 0.061032201809728792 -0.067573475388010992 -0.10118753074465847 -0.0039123277927015174 -0.10090695940032822 0.025494933358094048 0.099877734616809016 -0.075180936297708584 -0.019428982544074103 0.054817489796004717 0.014857401295953138 -0.095275494613925205 0.097262183819516276 -0.028895240383540008 -0.065572702108588801 0.033207617972463264 0.022737829292435268 0.050657059388539608 -0.058509015088084218 -0.10115793445388266 0.075767640835323113 0.0032371284051244033
leaf_weight=0.15571173749776779 0.054264423026893271 0.047677218795342924 0.21564523800589086 0.050706274515505356 0.017010519308541916 0.12519836189676425 0.061007253165655473 0.069943190566391422 0.087086294326581992 0.099673586551944027 0.073749693858985665 0.11905369776377484 0.04849922070989976 0.033061416541045108 0.046241696668630539 0.018728711692574507 1.1341140540519634 0.21377583411594958 1.5337956389750216 0.086041329801218924 0.077942977775820377 0.2059226358687738 0.076735022435478584 0.36565310940875406 0.24899470850054684 0.061901228201179381 0.072248346746768388 0.13373436515394133 0.04907195337000303 2.5494416862619573
leaf_count=38 38 66 61 43 8 28 26 27 32 23 32 36 55 24 9 33 493 40 803 28 14 30 76 100 48 35 139 39 14 462
internal_value=-0.000132383 0.0107958 0.01738 -0.0209554 0.0101315 0.0304852 -0.00126255 -0.0332054 0.0078291 -0.0127749 -0.0522835 -0.0322534 0.000205043 -0.0496687 0.0570494 0.0016353 0.000789061 0.0058746 0.00246403 -0.00992804 -0.00485633 0.0120364 0.0282352 0.0160735 -0.0218565 -0.00925889 -0.0343949 -0.0550369 -0.00419644 -0.00374144
internal_weight=8.13263 0.762232 0.707968 0.180364 0.129658 0.527603 7.3704 0.323754 0.311958 0.224872 0.253811 0.180061 7.04665 0.0815606 0.0819809 0.0357392 6.96508 3.28153 3.06775 1.53396 1.44792 0.726254 0.520331 0.442388 0.721662 0.565951 0.316956 0.255055 0.12132 3.68356
internal_count=2900 341 303 159 116 144 2559 121 83 51 94 62 2438 79 50 41 2359 1404 1364 561 533 220 190 176 313 275 227 192 153 955
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=22 17 0 5 5 0 19 17 18 7 4 15 22 5 0 3 6 6 22 8 18 7 7 7 8 19 17 7 16 13
split_gain=0.0103993 0.0280397 0.0649488 0.053228 0.045999 0.0936949 0.0808768 0.0469499 0.0402512 0.0400939 0.0304607 0.0285773 0.0386302 0.0350812 0.0337746 0.038045 0.0273624 0.0421779 0.0268316 0.0561959 0.0988584 0.0728591 0.0648955 0.0601211 0.0534971 0.0382899 0.0308579 0.0988105 0.0426406 0.0811383
threshold=-0.11600999999999999 195.76335783930003 86.950112854950021 20.361635946650004 21.495293572000005 86.20003303655001 13.951125619400001 190.79973618785002 13.316069313700003 22.124753953150002 375.86663358980007 31.385732506450001 -0.12835499999999997 16.402744325200004 98.615332683000005 73.733652685700008 14.615341485100002 13.825323026450002 -0.088514999999999996 8.6432548896500023 14.752187928300001 25.481538055850002 23.399310583750005 22.398098708400003 8.9430209551500024 14.651182102100002 201.37020668845003 24.785467646950003 18.714956236300004 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 4 -3 11 6 7 8 9 -1 10 -6 12 13 14 -4 -16 17 -10 19 20 22 -22 23 -2 25 26 -20 -28 29 -29
right_child=18 2 3 -5 5 -7 -8 -9 16 -11 -12 -13 -14 -15 15 -17 -18 -19 24 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.079522973222772436 -0.095274125155832029 -0.10113743262313185 0.038788293778514761 0.043728819505627237 0.022564177780470988 -0.078606044030863076 0.076099142140530332 0.08398971790762283 0.018664819531067744 -0.10098904338309399 -0.084138527027531412 -0.1011395025873308 0.064169627509864505 -0.075305439861977228 0.023522690910017751 -0.10030539222333951 0.057641212214065013 -0.067276157806524364 0.0057720605957581328 0.026839935140858601 0.055448441086115532 -0.050493182746083033 -0.091682985407951792 -0.0044663011805472679 -0.055625480985554122 0.049946590130571331 -0.060170249225410116 0.010840831435132467 0.030642891076220875 -0.10081553670741142
leaf_weight=0.047950879843938532 0.094572108910142338 0.071139576353061673 0.10031016100765555 0.18882829412905267 0.25767698994462762 0.14040465109474098 0.25417440770252142 0.081574581767654308 0.3209676017775962 0.035619731285805756 0.029853655237559451 0.039843365026172251 0.056279017927636232 0.097659049733920256 0.045937951542228461 0.053952597837451322 0.12193142858450301 0.069465665555981104 3.4780738533503452 0.24577875884529021 0.19940004068762107 0.096250908574077698 0.22856953839072958 0.31828871916300727 0.1607902766816095 0.16777881607413281 0.31870425852275708 0.2450120079817566 0.36497363699163543 0.088622087390831439
leaf_count=13 25 29 27 31 203 56 31 17 327 18 25 13 16 39 122 104 18 24 1004 46 40 89 68 56 76 25 78 166 62 52
internal_value=-0.000138358 0.00608096 -0.0109344 7.61035e-05 0.014265 -0.00821824 0.0293128 0.0162003 0.00808919 -0.000912194 0.0114855 -0.0208458 -0.0118122 -0.0261685 -0.00219925 -0.043359 0.0162886 0.00337425 -0.00222316 -0.0157201 -0.0268828 0.0209585 -0.0489341 -0.0252672 0.00108637 0.00304184 0.00129124 -0.0140282 0.00702182 -0.0188181
internal_weight=8.02038 2.01357 0.65395 0.58281 1.35962 0.54513 0.81449 0.404725 0.560316 0.32315 0.287531 0.393982 0.354139 0.29786 0.200201 0.0998905 0.512365 0.390433 6.00682 1.18286 0.937081 0.295651 0.64143 0.412861 4.82395 4.66316 4.49539 1.01731 0.698608 0.333634
internal_count=2900 1113 381 352 732 319 413 263 382 246 228 321 308 292 253 226 369 351 1787 324 278 129 149 81 1463 1387 1362 358 280 218
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=9 3 0 22 20 18 16 15 7 10 16 3 0 5 19 23 3 10 23 16 23 23 22 23 10 10 10 18 12 16
split_gain=0.00986611 0.0262516 0.0223099 0.0313086 0.0135811 0.0135307 0.0257885 0.0436688 0.0222226 0.0222974 0.0219493 0.0338326 0.021493 0.041625 0.0485933 0.0448585 0.026477 0.045143 0.0744126 0.0429879 0.0491872 0.0363894 0.0354952 0.034186 0.0321505 0.0317845 0.0833418 0.0286112 0.042794 0.0471687
threshold=38.559541491950007 66.676450093250011 110.50907145210002 -0.15895000000000001 49.842240509300005 17.327266398450003 17.654958715000003 23.214301336750001 26.752366550650006 80.468240302450013 11.934972090850001 73.962171626800014 98.851916998450022 13.999568943650003 12.050972309250001 0.11467000000000002 84.146051024900018 71.090898343450007 -0.084259999999999988 18.714956236300004 0.093480000000000021 0.077775000000000025 -0.054494999999999995 0.11906000000000001 75.465019721650009 70.865067860500019 70.284360904350009 14.371157440600003 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 -1 3 4 -3 8 7 -7 10 -10 -2 -12 16 14 -14 -15 19 25 -19 20 21 -13 24 -22 -23 26 27 28 -18 -30
right_child=5 2 -4 -5 -6 6 -8 -9 9 -11 11 12 13 15 -16 -17 17 18 -20 -21 23 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10037838593643236 -0.052417021533761599 -0.02792916465769248 0.077283742603018069 -0.10013879657853385 0.060875073241301758 0.026687850424015669 0.10021374867800413 -0.10042536406138347 -0.086452354674895371 0.0090461810784102144 0.081067769035257323 -0.015444856231985764 0.054512765836187041 -0.10056973577811723 -0.055091259746432565 0.014361097794112708 -5.9382745830527514e-05 0.03970044020956829 -0.1006620345333271 0.062581419059393018 -0.059917275956960538 -0.020414585080554999 0.089799551724224658 0.038027797064116305 0.052089344811658181 0.057884038383655335 -0.10065685246857226 0.019558597682909882 -0.083552285168827817 0.042085733457015967
leaf_weight=0.035593233932203705 0.078437046731266835 0.035669602941425183 0.027095291820842249 0.03596686088280876 0.033297599122306565 0.20756529081741337 0.036666723317466676 0.031072387531821732 0.059266553857014403 0.041617220457311532 0.052092116885432804 0.16898208467955544 0.098351201315835968 0.10300885357764855 0.068709882115285836 0.050663171496125869 4.772957118360182 0.057652154338938999 0.10951952817708832 0.17073176821577363 0.14725617141084513 0.10864400901482441 0.10475823463639244 0.047012336959596723 0.13993263759766705 0.094787504474879714 0.081894201028262503 0.72097223818877854 0.1210076392811742 0.039681209997525002
leaf_count=204 167 29 22 145 20 256 8 22 51 57 20 43 39 97 43 22 1051 27 100 29 61 24 16 20 24 13 63 141 72 14
internal_value=-0.000157974 -0.0241595 -0.00361193 -0.0245002 0.0149458 0.000363622 0.0221338 0.0101368 -0.000442169 -0.0470567 0.000198776 0.000767346 0.000186897 -0.0251172 0.00943417 -0.0626789 0.00136554 -0.0010194 -0.0522555 0.0174883 0.00674449 0.0227226 0.0409762 -0.0362149 0.0204005 0.000449436 -0.000499587 0.000950961 -0.00176824 -0.0525267
internal_weight=7.88086 0.167623 0.132029 0.104934 0.0689672 7.71324 0.275304 0.238638 7.43793 0.100884 7.33705 7.25861 7.20652 0.320733 0.167061 0.153672 6.88579 5.99847 0.167172 0.887317 0.716585 0.522317 0.353335 0.194269 0.248577 5.8313 5.73651 5.65462 4.93365 0.160689
internal_count=2900 420 216 194 49 2480 286 278 2194 108 2086 1919 1899 201 82 119 1698 1481 127 217 188 107 64 81 48 1354 1341 1278 1137 86
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=23 23 6 13 17 17 2 22 12 17 23 7 21 23 22 23 9 16 20 23 4 22 16 2 4 16 19 9 23 15
split_gain=0.010256 0.0155166 0.013921 0.0252011 0.0249242 0.0147984 0.0321308 0.0407543 0.0210624 0.0201034 0.0237425 0.0350833 0.0177063 0.0172939 0.0430324 0.0386548 0.0488237 0.0383939 0.0334954 0.0327189 0.0391369 0.0421954 0.0271487 0.0277205 0.050815 0.0264924 0.032383 0.0239136 0.0320012 0.0236828
threshold=0.43162500000000009 0.4172550000000001 20.305474434200004 119.04223755815001 160.48375154475005 168.45154159730004 215.60007756200005 0.28022500000000006 257.51579034465004 168.97717400795003 -0.27223499999999995 23.564264519350004 3.7784241900500004 -0.10585499999999999 -0.25089499999999998 -0.12530999999999998 192.09062119805003 22.604947139800004 41.289992964000007 -1.0000000180025095e-35 171.27730165960003 -0.26138499999999998 13.534968349350001 45.36220315740001 148.04566182605001 9.6249774926000011 10.250827068050002 64.606296034500005 -0.22831499999999999 20.609775022200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -8 -7 11 -11 -10 14 -12 16 27 18 -18 20 -15 -22 25 -24 -25 26 -21 28 -16 -23
right_child=-2 -3 -4 4 -6 9 8 -9 12 10 13 -13 -14 19 15 -17 17 -19 -20 22 21 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.074334567783123626 0.030805066949330041 -0.047431179151964459 0.041271695402573437 0.074157579462496598 -0.10055873996251125 0.069070432812516805 0.085852657980097682 0.093543580445941577 0.077515841211293068 -0.088217100876439761 -0.10056807177781316 0.018663161499146774 -0.10052041453101701 0.00011159727149974847 -0.053447412747496315 0.078387313850437471 -0.0082437816257499852 0.027293479050039645 -0.10157706353580807 -0.10022995569052469 0.048774126465488982 0.0095142571336367873 0.06777020079569275 -0.067808769175305303 0.0028261348250960831 -0.073045601492954651 0.052128502450584507 0.060189514866540839 0.041123366613826116 -0.10140160536165573
leaf_weight=0.11934113696707971 0.10550163782252742 0.070066005013359134 0.080257723380782298 0.010005508047470246 0.044386218886074857 0.042657399845211219 0.033835882623861835 0.01645434704225579 0.0087385157051471651 0.072367514486358142 0.030487859713957732 0.053354852908000794 0.015484928976547963 0.21419478580355544 0.056116256288873956 0.09979498370193951 0.079492680881230626 0.095597537751018535 0.074476199704804458 0.01954132191688529 0.028220240535006269 0.022698795893830948 0.063928334624506422 0.10371186025440682 5.6678655847794062 0.095405105292712733 0.04875809783204943 0.18387597054243088 0.098739732364265365 0.12672617093801364
leaf_count=275 39 20 23 7 63 22 19 12 11 51 44 40 43 30 63 33 31 14 21 131 10 41 11 18 1371 229 52 58 43 75
internal_value=-0.0001617 -0.000587286 -0.000155792 -0.000597563 -0.0684192 -0.000103852 -0.0273723 -0.0539928 0.0348906 0.000622461 0.000218913 -0.0428586 -0.0362945 0.000980669 0.0156892 0.0208403 0.0110785 -0.0224838 -0.05339 -0.000673098 -0.0286697 -0.0633727 0.00115551 0.00228224 0.00155687 -0.0390085 0.00853683 0.035806 0.00685309 -0.0845526
internal_weight=7.78208 7.67658 7.60652 7.52626 0.0543917 7.47187 0.193855 0.135795 0.0580593 7.27801 7.23535 0.125722 0.0242234 7.10963 0.718581 0.688093 0.588298 0.249566 0.153969 6.39105 0.39184 0.177645 5.99921 5.83551 5.77158 0.163705 0.0682994 0.338732 0.154856 0.149425
internal_count=2900 2861 2841 2818 70 2748 360 287 73 2388 2366 91 54 2275 307 263 230 66 52 1968 156 126 1812 1400 1389 412 183 164 106 116
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=22 17 0 15 22 7 5 0 19 17 7 18 10 6 22 21 12 23 16 16 15 22 17 22 6 22 7 18 20 22
split_gain=0.010054 0.0255746 0.057733 0.0458005 0.0416958 0.0431171 0.0366279 0.0760577 0.0692642 0.0409918 0.041975 0.0362493 0.0238209 0.0265519 0.0237121 0.0980279 0.0449847 0.0638998 0.0251095 0.053468 0.0508517 0.0471201 0.046008 0.0443167 0.0365831 0.0357089 0.0630687 0.0824572 0.0432924 0.0323358
threshold=-0.11600999999999999 195.76335783930003 86.950112854950021 40.128253618400009 -0.12835499999999997 23.856905110850004 21.495293572000005 86.20003303655001 13.951125619400001 192.00356210945003 22.124753953150002 13.316069313700003 67.171126389250006 15.025351064900002 -0.098345000000000002 0.25448588140000006 158.37848859105003 0.090225000000000014 22.624947093000003 22.614947116400003 45.49682449725001 -0.082314999999999985 200.07083195085002 -0.096499999999999989 16.395383075500003 -0.083330000000000001 22.580174331950005 13.326324856250002 39.852039223600009 -0.063985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 8 9 11 10 -8 -1 -7 -14 15 -2 17 -17 19 23 22 -22 24 -16 -20 -26 28 -28 -27 -25
right_child=14 2 3 -5 -6 12 7 -9 -10 -11 -12 -13 13 -15 18 16 -18 -19 20 -21 21 -23 -24 29 25 26 27 -29 -30 -31
leaf_value=-0.077830644587430386 0.094953555886432547 -0.10103606880245497 -0.091464091346254911 0.071749705740375938 0.036611696199558084 0.094127767788399264 0.014183511718079614 -0.073829713936672023 0.073005479724756503 0.090129649525380967 -0.10087442648930556 0.015923979336438004 -0.0048651474524438578 -0.10067145144673154 0.061537053075371918 -0.061545975888537434 -0.10133065285404752 0.030642294583658511 -0.031962172431718415 -0.057786701223508187 0.03497231797421322 -0.077379078169881627 0.063612698395568476 -0.015483792514591702 0.052053374697551461 0.010667765312324783 0.062190762374205059 -0.024694345520361899 -0.072849921365748457 0.0038824991701188125
leaf_weight=0.045073609739574527 0.060421988737171861 0.063308147239922508 0.085691334867078695 0.076221181050641462 0.1292926824494316 0.020396586216520518 0.28144120757877999 0.12634289608558902 0.23678392678993987 0.061993004735995783 0.035732839100091951 0.48482707583738716 0.20335201120147417 0.033724663262546528 0.10672346785031539 0.17983787617473013 0.09612977406840173 0.12920816770201782 0.17627978598466121 0.17994254965014977 0.055432553610671675 0.11430233442888482 0.18557765832520079 1.4355066440598849 0.22868198966625619 0.11634388628590409 0.28214993479195982 0.17822567102484754 0.13303857464211433 2.1586567814089728
leaf_count=13 23 29 30 11 28 6 229 56 31 13 21 369 264 13 24 37 46 26 28 37 35 46 32 437 29 19 39 28 35 866
internal_value=-0.000165759 0.00618277 -0.0106149 -0.00018184 -0.0117865 -0.0300213 0.0142633 -0.00663322 0.0280412 0.0157574 0.00122108 0.00794917 -0.00957211 -0.0184938 -0.0022223 -0.0238675 -0.0415868 -0.0230032 -0.000338868 -0.00455494 0.0107914 -0.040687 0.0175112 -0.00196673 0.00983621 0.0176878 0.00661526 0.0285548 -0.0338866 -0.00385239
internal_weight=7.70064 1.88418 0.611987 0.548678 0.472457 0.343165 1.27219 0.50551 0.766685 0.379167 0.317174 0.529901 0.257473 0.237077 5.81646 0.465598 0.405176 0.309046 5.35086 3.88083 1.47003 0.169735 1.3003 3.70089 1.11472 0.93844 0.709758 0.460376 0.249382 3.59416
internal_count=2900 1113 381 352 341 313 732 319 413 263 250 382 283 277 1787 132 109 63 1655 1364 291 81 210 1327 178 150 121 67 54 1303
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=15 21 15 16 7 23 19 20 6 16 15 21 7 17 16 22 7 23 16 16 9 3 18 7 9 16 16 3 3 16
split_gain=0.00905782 0.0267521 0.0135785 0.0250499 0.0189804 0.0168668 0.0117021 0.034695 0.0304643 0.0244156 0.0347872 0.0346299 0.03118 0.0207137 0.0192206 0.0421918 0.0269222 0.0409142 0.0196501 0.0499617 0.0928205 0.0628151 0.0455941 0.0566843 0.0397435 0.0374386 0.0335617 0.0468338 0.0499939 0.062072
threshold=11.896459116400001 17.123843457500005 13.612549286700002 11.934972090850001 25.658442496500005 -0.22253999999999999 11.950964240300001 37.186372654950006 5.3251244207000008 14.184966829400002 17.382777826050003 6.7005777103000002 24.815630185550003 189.37128582595003 14.994964935250001 0.13860000000000003 25.520256579150004 0.091975000000000015 15.919962772200003 17.844958270700005 191.87997069285004 82.511468481600005 15.453654363050001 24.071745547300001 199.21354841250005 18.094957686100003 18.594956516900002 83.511574906150017 85.54673771085001 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 -1 4 5 -2 -4 7 -5 -8 10 -9 12 -12 -11 15 16 17 -10 22 20 21 -20 23 24 -16 -21 -27 -28 -29 -30
right_child=2 -3 3 6 -6 -7 8 9 14 13 11 -13 -14 -15 18 -17 -18 -19 19 25 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.10022922830475536 -0.046328203364294072 0.015766436930872225 0.0027339483682275061 -0.10046186943705744 0.063718854647603712 -0.10027438709559487 -0.081039831254752587 0.050875995638981153 0.053705526262307984 0.019292073207059623 0.062840721083994092 -0.091772997087609998 -0.069376043877819746 0.094646695044146495 -0.010717196223565534 0.062255741887567932 -0.10067039094456638 -0.10069947290253273 0.072650113556306059 0.050933453532938378 -0.094683124685141062 -0.047184861701764558 0.05927195838089281 -0.047007403970211116 0.094037823744762314 -0.038491738195551455 0.054740225039077689 -0.042877087381695295 0.043978904784498493 -0.00072361837482693564
leaf_weight=0.034473018079374529 0.020241820365185847 0.046977318236713472 0.025703613154178129 0.023572189503511143 0.069435832253873286 0.041660019065090981 0.04683030092731133 0.091562610252822196 0.039524466570810435 0.074010444656778418 0.04776770492480864 0.05300139385235525 0.028464882004868741 0.0719331719155889 0.073974645933162608 0.03718883773581183 0.071350741590322286 0.030330841690101806 0.085601362632587441 0.14855068773431401 0.15588614106127352 0.089450532675982686 0.18437557096785895 0.15080824420874706 0.070957513409666717 0.21699438452333186 0.16102069782209572 0.2587606349006818 0.33215358062307121 4.7916186852115743
leaf_count=281 34 22 50 53 74 170 159 46 30 33 20 48 39 23 35 15 61 19 15 37 134 136 56 41 6 154 29 90 73 917
internal_value=-0.000159655 -0.0333275 0.000200899 -0.000267636 0.0388793 -0.06097 0.000289794 0.017138 -0.000657031 0.0246967 0.00371934 -0.0296913 0.0134716 0.0564331 -0.000111358 -0.0325083 -0.0574658 -0.0133364 0.000748659 -0.000751275 -0.0385617 0.0114151 0.0202432 -0.00408877 0.0405699 0.00136629 8.80755e-05 0.00159823 8.46163e-06 0.00217427
internal_weight=7.57418 0.0814503 7.49273 7.40305 0.0896777 0.0673636 7.33569 0.390312 6.94538 0.36674 0.220797 0.129234 0.0762326 0.145944 6.89855 0.178395 0.141206 0.0698553 6.72015 6.24004 0.330938 0.175052 0.480116 0.29574 0.144932 5.9091 5.76055 5.54355 5.38253 5.12377
internal_count=2900 303 2597 2489 108 220 2269 262 2007 209 153 107 59 56 1848 125 110 49 1723 1585 285 151 138 82 41 1300 1263 1109 1080 990
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=13 16 10 13 22 22 20 16 4 12 12 6 5 23 23 16 5 22 22 22 16 0 20 16 21 17 17 23 19 15
split_gain=0.00947906 0.0839053 0.0715865 0.0972792 0.0503463 0.0487614 0.0366531 0.0720825 0.0383273 0.0643113 0.0481693 0.0431275 0.0531136 0.0506951 0.0732532 0.0603934 0.0531814 0.0656268 0.0516457 0.0698805 0.0637693 0.0636501 0.0447847 0.125663 0.0497226 0.0411899 0.0394641 0.0308608 0.0297603 0.027291
threshold=112.82921081865001 19.974953289850003 66.318885161900013 113.85351336640001 0.20327000000000003 0.13860000000000003 38.386256906100009 20.914951091750002 150.90301220960004 96.350437043050007 98.870599058600007 16.585387514950003 26.502904693550004 0.093295000000000031 0.087725000000000011 22.654947022900004 21.623222698850004 -0.085249999999999992 -0.013805 -0.053019999999999991 22.604947139800004 86.345209775600011 41.792045663550006 22.554947256700004 7.362244800500001 193.52305340940003 192.2469332606 0.25847000000000003 14.451165964200003 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=1 27 3 -2 5 6 7 -5 -8 -10 -11 13 -13 14 15 22 -16 -18 19 20 -15 -21 25 24 -24 -12 -22 29 -17 -1
right_child=2 -3 -4 4 -6 -7 8 -9 9 10 11 12 -14 18 16 28 17 -19 -20 21 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.005346432983379959 -0.093980280530596733 -0.075145621082190861 0.058724905361216252 -0.010023844432137691 0.067487094318169349 -0.054106255151602937 -0.061865996428624614 0.073266823453668375 0.065834444745022438 -0.077485724671501263 -0.0056214651583731574 -0.071911777485331368 0.028945628044060707 0.064197293575764244 -0.086535603934421779 0.068871772991940236 0.050805400464198125 -0.048728548080611445 0.071508483412585908 -0.081222383924752131 0.02467046070430853 0.016878727560330303 0.052999199566245575 -0.075908848715957114 -0.02633999956090571 0.066949022283253987 -0.040699835341777887 -0.10047733930563479 0.0039514449474562265 -0.018941942606128189
leaf_weight=2.3172503340733228 0.10750161199018737 0.15901635713089479 0.21776879706885655 0.21214773892336403 0.11545481368307253 0.15706274293552258 0.099413068109470593 0.20364696634351276 0.14686316437291713 0.082046135142150312 0.20505774030607493 0.16653438428966172 0.07606268684475026 0.28434075570839923 0.16575302064302366 0.18759221304617313 0.098760938411032839 0.20118632619141863 0.16625614600343375 0.13347475680075149 0.27455834306920224 0.13109878590330482 0.17822966937455931 0.25844018497991783 0.14186601029359736 0.12643549955100752 0.13915863302827347 0.030587627748637547 0.1132336941423091 0.57801250768750367
leaf_count=1621 34 49 33 65 31 30 27 37 20 12 31 56 105 32 31 40 22 41 24 32 52 15 25 63 39 23 24 39 26 221
internal_value=-0.000154822 -0.00440291 0.00283036 -8.70808e-05 0.00239619 0.000493263 0.00275465 0.0307701 -0.000695408 0.00116033 -0.00187417 0.000161117 -0.0402894 0.00365903 -0.00737156 0.00559162 -0.0410768 -0.0159559 0.020041 0.011152 0.0277393 -0.0326123 -0.00724879 -0.0240411 0.0178362 0.0220578 0.00268238 -0.000558135 0.0444352 0.000497483
internal_weight=7.47481 3.08487 4.38994 4.17218 4.06467 3.94922 3.79216 0.415795 3.37636 3.27695 3.13009 3.04804 0.242597 2.80544 1.67656 1.21086 0.4657 0.299947 1.12889 0.962631 0.698058 0.264574 0.910029 0.578536 0.320096 0.331493 0.413717 2.92585 0.300826 2.89526
internal_count=2900 1930 970 937 903 872 842 102 740 713 693 681 161 520 341 247 94 63 179 155 108 47 181 127 64 54 76 1881 66 1842
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=21 21 4 7 6 21 9 9 21 7 13 22 22 9 16 23 15 21 2 2 23 4 21 0 3 0 3 10 13 22
split_gain=0.0099913 0.0447292 0.0422858 0.0452499 0.0981794 0.0387293 0.0331963 0.0704145 0.0668769 0.0575572 0.0537277 0.0359727 0.0490044 0.0351331 0.0337689 0.0449075 0.0510163 0.0297978 0.0267943 0.025941 0.0257533 0.0241256 0.0221949 0.0220593 0.0466308 0.0348049 0.0843774 0.0703922 0.0455546 0.0338657
threshold=2.9845679401500003 4.3636502323000004 169.78633280640003 22.597569836950004 16.315381206250006 2.1194692063500002 194.04304600165003 201.97224908750002 0.94945978800000008 23.031046061850002 109.51703040195001 -0.021344999999999999 -0.24103499999999997 216.18094582280003 22.674946976100003 0.094275000000000025 30.046989284200006 1.4330698616500002 50.734033752200013 76.773444779000016 0.087605000000000016 190.00198300580004 1.8881760204500002 85.613949164150014 94.319176590550015 85.807518149550006 93.58791597905001 61.960894532450006 117.55283175385001 -0.053019999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 8 9 11 -8 19 12 -1 14 15 -9 -17 -15 -3 -11 -12 -13 -10 24 -20 27 29 -25 -29 -27
right_child=1 18 3 4 -6 -7 7 13 22 10 20 21 -14 17 -16 16 -18 -19 23 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.07745281863285719 -0.069969347176891183 0.0699689746899603 0.050146613720639867 0.009427870452663906 -0.083081996262237084 0.031730006120022032 -0.029964815341075257 -0.062568908683767716 -0.08586096687876392 0.036425771665902849 0.091149177387504318 -0.004045858378313223 0.03490695708853097 0.047476824168037675 0.028110150126989333 0.04878873789990347 -0.079743940671992905 -0.053781096017374165 -0.092279587706672606 -0.052117266096371434 0.039062589463893599 -0.090031708779956268 -0.016475483566731532 -0.025959646819927365 -0.0032639627780212985 0.010556488333410578 -0.063651559919657527 0.011399258881991543 0.089198128092906948 -0.011549575300366072
leaf_weight=0.044781556573852299 0.16471768850612978 0.056085968244587892 0.096029722384344041 0.30912276665117133 0.18242147895580274 0.44548197816118307 0.1197635670105226 0.27632804068221617 0.15051484554282979 0.066181379318777545 0.19763356795738218 0.07480810304059593 0.29139312838880826 0.13310522107553879 0.09088322189199971 0.094678434940988154 0.045827348025341053 0.037179789739013813 0.077609164702380329 0.066172675164125394 0.18265728968253825 0.05787523278775808 0.066456854197838311 0.15890956646762822 0.243455520088105 2.0290555700697306 0.20237000115866965 0.13128081844024564 0.17638645836268552 1.0524690419739924
leaf_count=63 32 9 44 138 46 150 20 98 53 14 22 25 213 69 20 41 20 22 51 39 25 81 17 28 232 833 53 25 21 396
internal_value=-0.000152507 -0.00276556 -0.0251913 -0.0126384 -0.0249043 0.00506983 -0.000879669 0.0084495 -0.0187048 0.0324513 0.0470329 0.00253791 0.0199396 -0.0139383 -0.0271214 -0.0391637 0.00686654 0.0253683 0.0013217 -0.00784284 0.0661315 -0.0415521 -0.0646087 0.000376075 -0.0247812 0.0025297 -0.00110145 0.0280867 0.0560016 0.00300635
internal_weight=7.32164 4.87991 0.752292 0.587574 0.491544 2.44172 1.99624 1.31041 0.68583 0.632408 0.512645 0.468858 0.336175 0.678002 0.507717 0.416834 0.140506 0.170285 4.12762 0.132354 0.380291 0.132683 0.216972 4.07154 0.321065 3.75047 3.28389 0.466577 0.307667 3.08152
internal_count=2900 1908 260 228 184 992 842 390 452 120 100 382 276 270 179 159 61 91 1648 53 47 106 70 1639 283 1356 1282 74 46 1229
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=13 16 3 13 3 22 22 2 2 20 6 9 17 10 23 0 5 23 9 16 18 18 23 13 21 7 7 8 18 22
split_gain=0.00973455 0.0739049 0.0646598 0.0653963 0.0640094 0.04668 0.046987 0.0307395 0.0620183 0.0529689 0.0531406 0.0660392 0.0635711 0.0568031 0.0522147 0.0569822 0.0917454 0.0581129 0.0517895 0.0515853 0.0900184 0.0613305 0.0677877 0.0556116 0.106814 0.0651781 0.0550065 0.0421669 0.0381781 0.0279645
threshold=112.82921081865001 19.974953289850003 89.227236891450005 113.85351336640001 88.727183679150016 0.20327000000000003 0.13860000000000003 116.16618105335002 120.54857872840002 38.238138001450004 16.375382608200002 198.78883073475004 188.16174763880002 61.944763783650011 0.093295000000000031 86.20003303655001 23.151456684850004 0.10575500000000003 196.16158123080001 22.624947093000003 13.788608055100001 13.622618370000001 0.084365000000000009 117.41840884735002 7.4080080539000006 23.102607264700001 23.031046061850002 3.7470758192000004 13.316069313700003 -0.074434999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 7 9 -9 -5 -11 12 13 -12 19 16 -16 -18 -17 20 23 22 29 26 -25 -26 27 -10 -24 -21
right_child=2 -3 3 5 -6 -7 -8 8 14 10 11 -13 -14 -15 15 18 17 -19 -20 21 -22 -23 28 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00089617270616464551 -0.013599351919461714 -0.0728402166395722 -0.08689404008439304 0.070041477239526362 0.08096563249590899 0.066265948204292463 -0.056454634653088302 -0.10176654192241492 0.023879042197215039 -0.05568555553837639 -0.054535658446368755 -0.037423357042216852 0.059448990997520691 0.028266974095916053 -0.10119450896785404 0.075673953656780632 0.050447352478881137 -0.069363346230015679 0.013596098588722599 -0.014968175758282014 -0.082782034280812711 0.045619417846199044 -0.0049728162918764966 -0.10134278472673762 -0.050827576001953305 0.064527971834384218 0.0911680904597649 -0.10119574070755724 -0.1023585162362807 0.069997608629378469
leaf_weight=2.8811507975719484 0.11190950614400197 0.15023044715780987 0.085762183500037614 0.15208927748244727 0.19861465293797664 0.10782440608977584 0.14413128258638597 0.064193853735560302 0.098420089113460785 0.12015056808013447 0.12597160141933728 0.18951168671378582 0.35006405657622963 0.24201624047918813 0.093708449963742058 0.20080066024092957 0.15031687061673438 0.055405881245633282 0.40634936485730577 0.077555695536830171 0.23538807646764326 0.25032055599331215 0.066269534577259037 0.14055941036167496 0.08900180768057453 0.1089265755872475 0.087970954540651292 0.037120975060588535 0.10254800247048479 0.077390071345234901
leaf_count=1881 20 49 32 42 34 30 29 14 33 17 33 52 37 35 23 27 37 40 54 32 51 49 32 62 35 13 8 67 17 15
internal_value=-0.000149353 -0.00446161 0.00298522 -0.00054662 0.0468854 0.00141558 -0.000491708 0.00179844 -0.00483196 0.0149617 0.00681052 0.0150842 0.0289423 -7.84739e-05 -0.00210041 0.0165207 -0.0191791 0.0181796 0.0341269 -0.0144095 -0.0308654 0.00844741 -0.0202925 -0.00912061 -0.0346825 0.0126564 0.0295905 -0.0103755 -0.0641296 0.0274693
internal_weight=7.20167 3.03138 4.17029 3.85977 0.310524 3.77401 3.66618 3.52205 2.34225 1.1798 1.02771 0.907564 0.718052 0.367988 2.27805 0.906581 0.299431 0.205723 0.60715 1.37147 0.797388 0.574084 0.323763 0.562 0.338488 0.197928 0.223512 0.135541 0.168818 0.154946
internal_count=2900 1930 970 916 54 884 854 825 609 216 174 157 105 68 595 181 100 77 81 414 269 145 96 218 110 48 108 100 49 47
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=5 15 23 20 6 21 9 17 9 22 13 18 16 17 2 19 0 12 4 10 15 21 22 21 23 15 15 16 18 21
split_gain=0.00888303 0.0204233 0.0214363 0.0178006 0.0223065 0.0248632 0.0158724 0.0153825 0.0133035 0.0249877 0.0151174 0.0227024 0.0248142 0.0271785 0.0222572 0.0211909 0.0287334 0.043822 0.0350215 0.0322789 0.0344604 0.028321 0.0196098 0.0237954 0.0168726 0.0192393 0.0535696 0.0472645 0.06426 0.0374038
threshold=9.4643395939000019 17.991885019200001 0.091975000000000015 45.027406014450008 3.6650856341500009 18.904039828500004 22.956698556650004 176.76352991180002 53.944017839150007 -0.24103499999999997 95.870416931800023 17.267778657600005 13.894967507500002 169.33951743495001 250.56088660660001 11.850956171350001 98.615332683000005 232.70218114660003 181.76113425110003 76.42211081615001 21.595769066000003 12.151864830850002 0.20981000000000005 16.589865017350004 0.43162500000000009 28.566186095050004 28.321365561200004 18.684956306450005 13.954623666350001 14.941253073700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 5 -5 -1 -3 9 -2 22 12 13 -12 -13 -14 19 18 -18 20 21 -17 23 -10 25 26 29 28 -27 -22
right_child=8 2 -4 4 -6 -7 -8 -9 10 -11 11 14 15 -15 -16 16 17 -19 -20 -21 24 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.072784350883154256 -0.049752573785116827 0.079573315440377781 0.038236955041183025 -0.10011451228006421 0.080338900396873719 0.035774052660878138 -0.10030898888986171 -0.10044429158346002 -0.087991438797173541 0.047942825766492718 0.003439368500523024 0.066693749491085016 0.044323961072621459 -0.095880933979282643 -0.013875855019208931 -0.092905326571021185 -0.0038138545773749029 0.043163931607058004 -0.1005000647844474 0.056955176093974116 0.010060727742678244 0.022992450299473444 0.059000179900599151 0.035417395116651373 0.045143345750130848 0.022115230363105705 0.080299350209085157 -0.00015117765261654897 -0.084643900853536791 -0.075187644976777074
leaf_weight=0.0067996721544821828 0.032661905034728989 0.005159298649232368 0.017679606527892133 0.021656408030850116 0.041981168906204402 0.035595363442553207 0.023982026450134697 0.0593626260763358 0.064435788896361035 0.13193220565653963 0.053661480611765344 0.098598887194384477 0.10743408247390096 0.056625294494551781 0.052566452221071813 0.070425359106593421 0.061169440334197023 0.051551702787037357 0.096666808170994045 0.10064794150821388 0.84289897188517648 0.030093975589579713 0.017202397664277669 0.020625529637982254 0.084743141182116122 0.089063804695342585 0.10514017290552147 4.452988941008357 0.15364132258764585 0.054815870862057636
leaf_count=40 37 5 23 139 19 17 195 175 206 64 57 35 42 67 24 77 29 35 95 22 331 14 17 9 20 31 20 924 107 24
internal_value=-0.000155112 -0.0203038 -0.0593186 0.00436326 0.0249715 -0.015628 -0.0620727 -0.0860497 0.000470968 0.0285562 -0.000222606 0.0003719 -0.000531203 -0.0475553 0.0386764 0.000291827 -0.000471924 -0.0368843 -0.0630293 0.000802097 -0.000158453 -0.0582073 -0.0383748 -0.0580675 0.000850493 0.000191814 0.0127649 -0.00249342 -0.0454672 0.00485533
internal_weight=7.04181 0.212216 0.0822015 0.130015 0.0992329 0.0572518 0.0307817 0.0645219 6.82959 0.164594 6.665 6.56273 6.41157 0.110287 0.151165 6.30128 6.19385 0.209388 0.157836 5.98446 5.88381 0.100519 0.102264 0.0850613 5.78329 5.69855 1.00286 4.69569 0.242705 0.897715
internal_count=2900 613 203 410 175 156 235 180 2287 101 2186 1954 1895 124 59 1771 1729 159 124 1570 1548 91 232 215 1457 1437 375 1062 138 355
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=3 9 10 6 6 3 22 4 3 20 2 6 4 12 22 5 0 18 17 6 5 6 23 19 20 22 18 21 0 7
split_gain=0.00883265 0.0382008 0.0566067 0.0376678 0.0417015 0.0362222 0.0410641 0.0347806 0.0342376 0.0749932 0.0337878 0.0462251 0.0320708 0.0360856 0.0314925 0.0277688 0.023622 0.0214347 0.0689263 0.0334136 0.0743724 0.0581067 0.0561083 0.0596663 0.0327332 0.0292149 0.058661 0.0662863 0.0497107 0.0439687
threshold=93.883646373400012 187.38923140910003 61.928633034850002 16.575387281250006 16.505385645700006 93.770731131900007 -0.091779999999999987 195.32149859550003 93.58791597905001 40.532725462000009 122.26439358135001 16.665389384150004 208.63771838305004 209.21482242480002 -0.088514999999999996 30.690160697650004 85.656964494200011 13.075178189100003 184.59783591905003 16.455384477450004 22.852794041600003 16.445384243750002 0.088565000000000019 14.451165964200003 41.028010303750008 -0.062629999999999991 13.849588037450003 12.488762019500003 100.24991522630002 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=5 3 7 4 12 8 -7 -3 17 -10 -5 -12 16 -14 -9 -15 -2 18 -1 21 22 25 23 -21 -24 -19 29 -28 -29 -27
right_child=1 2 -4 10 -6 6 -8 14 9 -11 11 -13 13 15 -16 -17 -18 19 -20 20 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=-0.018596556566196222 -0.10075380128316223 -0.051177622605311793 -0.085698487816521854 0.078447480200244932 -0.066780319765542218 0.078213584835060884 0.0065009213408711609 -0.032258896819924547 0.010570294429304478 -0.10124393506215885 0.063348630070024753 -0.1002403147844768 0.081342100005783916 -0.10034289743372403 0.057135624043800598 0.045526793528451709 0.017680514601217726 -0.0058013852610395876 0.086202220953538897 -0.057654060194662196 0.032923747101133577 0.083759986208463519 -0.030422593260508626 0.031172129180502536 -0.10159570298738235 0.00311130063612906 0.0083718063828489286 -0.10114928258194916 0.03191150622644795 0.071334885138723977
leaf_weight=0.13709350086264738 0.034721863537015341 0.10444951813815351 0.13275758999975551 0.11453427204230593 0.095967624047261779 0.125808907650935 0.21857768197060057 0.064361065071352641 0.1402106627933789 0.10482977590572773 0.038635785134829348 0.031239431977553522 0.084540031801907389 0.025047701317191695 0.10164529127041533 0.027246844401815906 0.032701723976060748 2.5014177728014095 0.11574334398028441 0.1375562076063942 0.19927623539842898 0.087102813544333801 0.1114546585813514 0.16795579282916151 0.15377057207115286 0.15455938671766567 1.3405252792873907 0.10066159968664568 0.038937551712947993 0.24296363908797503
leaf_count=39 36 34 98 77 38 16 35 27 25 45 19 136 32 36 32 6 5 1280 18 28 39 9 24 24 32 33 553 44 46 34
internal_value=-0.000161533 -0.00947843 -0.0322193 0.00944182 -0.0124079 0.00119934 0.0326985 -0.00596817 -0.000692493 -0.0372645 0.0450139 -0.00978783 0.0131382 0.0409529 0.0224772 -0.0243409 -0.0433109 0.000940153 0.0293781 -0.000433016 -0.0196716 0.00288391 -0.0380355 -0.0088217 -0.0716869 0.00127523 0.0107027 0.00154266 -0.0640354 0.0448091
internal_weight=6.96629 0.887849 0.403213 0.484635 0.300226 6.07845 0.344387 0.270456 5.73406 0.24504 0.184409 0.0698752 0.204258 0.136835 0.166006 0.0522945 0.0674236 5.48902 0.252837 5.23618 0.770013 4.46617 0.570737 0.305512 0.265225 4.37907 1.87765 1.48012 0.139599 0.397523
internal_count=2900 576 191 385 153 2324 51 93 2273 70 232 155 115 74 59 42 41 2203 57 2146 147 1999 108 52 56 1990 710 643 90 67
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=12 21 21 9 9 22 4 20 16 6 18 2 2 20 15 16 15 16 3 13 5 20 10 10 0 18 5 23 2 23
split_gain=0.00895549 0.0251483 0.0315602 0.0283382 0.0279115 0.0373899 0.0166702 0.0151261 0.0339396 0.0495813 0.02857 0.0229305 0.0233715 0.0213805 0.0166259 0.0653116 0.0369972 0.0362666 0.0344911 0.109674 0.101328 0.0401741 0.0401527 0.0435363 0.0434808 0.0305009 0.0326656 0.0832728 0.0394872 0.0356339
threshold=92.695913642950003 5.9038172716500013 1.0000000180025095e-35 197.89372115420002 201.2906445504 -0.081474999999999992 156.87360773940003 35.461062230100005 20.784951395750003 15.265356672600001 15.974481919500002 70.507592614000018 71.847610775600018 35.97706729810001 34.279674133750014 19.774953757550005 33.755638987250002 22.514947350300002 86.302194445500007 109.57886493895002 19.450053268050002 37.064694648750013 66.318885161900013 66.697957758300021 89.057864029250013 14.732667293750003 21.042547594650003 0.098005000000000023 147.87428232835001 0.12064000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 8 9 10 -8 -9 -13 -14 16 -16 17 18 19 21 -20 -15 24 -24 -22 26 27 28 -17 -28
right_child=6 -3 4 -5 -6 -7 7 11 -10 -11 -12 12 13 14 15 25 -18 -19 20 -21 22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.049591726106212354 0.057220742004578877 0.031587399985448898 -0.0071991681388387102 -0.032775877018732309 0.0095175026839652288 -0.085805487035983091 0.054255758642321884 -0.072496481807554386 0.086166479414884395 -0.063770210716442718 -0.06564151814699612 0.065727775787463597 -0.071698056950836753 -0.08281120528301307 -0.078667275063312558 -0.08874903456078391 0.052199706662353212 0.084070500934508477 -0.082772803733436762 0.097748245437911746 0.0053631626589817488 0.0040219838866060375 0.10022129554579083 -0.010807225420477342 -0.087475302649119013 0.049345580831609032 0.0034588834300655555 0.034551976906424822 -0.015691995221093168 -0.045848292924581341
leaf_weight=0.097540814803778519 0.052272930741310009 0.11113696757672642 0.099076005145832369 0.073052666453804704 0.090242780831204072 0.15546139485195454 0.13247329002791719 0.044025232302374095 0.0654040780646028 0.07263114809381932 0.023382157572747531 0.053513378603383788 0.042064006547803845 0.055145130893934691 0.11602448990379377 0.17845494323410171 0.16103332712009422 0.053578503735479788 0.17934075106120406 0.12648160068783898 0.23694026135183321 1.5763978061955297 0.078106152825057507 0.064466296519185562 0.064094224494738228 0.11054110436816689 2.3101311912737406 0.14067036705091596 0.12637489195913076 0.15649865402792773
leaf_count=39 6 39 24 19 28 31 66 13 19 68 126 9 27 62 87 19 29 16 81 14 268 1139 15 51 17 21 472 18 30 47
internal_value=-0.00016107 -0.0115568 -0.0208605 0.0143197 -0.0382673 -0.0552088 0.000986756 0.000510163 0.0226497 0.00446807 0.0362682 -0.000597554 -5.45964e-05 -0.000664019 -0.000142947 -0.00503957 0.00577827 0.00270772 0.000876833 0.00804139 -0.0193423 0.00108708 0.00630127 0.0500181 -0.0144034 -0.00221339 -0.00417051 -0.0290917 -0.0584614 0.000330523
internal_weight=6.84656 0.626511 0.515374 0.170593 0.34478 0.254537 6.22005 6.16777 0.293891 0.228487 0.155855 5.87388 5.82986 5.77634 5.73428 3.1387 2.59558 2.43455 2.38097 1.75802 0.622948 1.63154 0.443607 0.142572 0.301034 3.02267 2.91213 0.4455 0.30483 2.46663
internal_count=2900 180 141 58 83 55 2720 2714 279 260 192 2435 2422 2413 2386 694 1692 1663 1647 1215 432 1201 351 66 285 607 586 67 49 519
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=13 22 19 16 5 5 7 9 19 12 5 15 0 3 13 20 15 13 4 22 23 22 15 7 22 15 14 0 6 20
split_gain=0.00933059 0.0115703 0.0103882 0.0102139 0.0196117 0.0199602 0.0134316 0.0131182 0.0412229 0.0434626 0.045735 0.05303 0.0330507 0.0507176 0.0335654 0.0327993 0.030547 0.0289641 0.028778 0.0346247 0.0312626 0.0345143 0.0329487 0.028414 0.0343287 0.027883 0.0270778 0.0238753 0.0228394 0.0700761
threshold=78.890115379850016 0.68694500000000025 10.250827068050002 9.6249774926000011 8.2154532140000018 2.7861270712500006 25.762580120700004 187.70546222865002 14.451165964200003 150.89336347300005 20.102686929350003 41.403124198950003 85.716110573100011 94.187442142150019 98.362617618700014 44.758188263300006 43.376643616500012 109.72404167800001 239.70509694970005 -0.24103499999999997 -0.13743499999999997 -0.046474999999999995 20.203197038850004 22.689595575850003 0.26077000000000011 37.261389050600009 168.39662374755002 97.550703263350016 16.465384711100004 38.828362408050005
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 -2 8 9 10 17 15 13 -9 -14 -12 -15 27 -11 -20 -21 22 -22 26 28 -10 -16 -6 -25 -30
right_child=1 -3 -4 4 7 -7 -8 12 25 18 11 -13 14 16 23 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10047700285698964 -0.043155299553918197 0.040143977183130813 0.0028541436459066992 0.03447216526540002 -0.058195468678419265 -0.076813160379805456 0.053450254820498512 -0.080716295939937593 0.079259764333006924 0.073501992075725386 -0.076932122710386242 0.058353598101678943 -0.0656029206662994 -0.02811268290549114 0.054378606801670719 0.009267161197083677 0.046126903331789849 0.077831730785112602 -0.077950057978150092 0.045229196614563663 0.032188422499332792 0.039748562936166021 -0.082393824977770647 0.0032209561027035033 -0.063720006843862934 0.01313239889184549 0.00049617543756902156 0.035037048951597691 0.067516978322928134 -0.028364853776133448
leaf_weight=0.019522114491039022 0.018127558521797371 0.071480865433841134 0.019395046004987648 0.021618503570266401 0.052517149004870367 0.063335303981318702 0.069841245135648933 0.13227378344754459 0.12262586853466917 0.083905909271834389 0.22235830721189132 0.043995470157824457 0.076970740661579273 0.17356224189745717 0.1866442032624035 0.055076348958891685 0.081425645571925998 0.058107271208427846 0.040959843779432847 0.21088817661029668 0.037021037695467274 0.080987264538407877 0.077909416824809341 3.5523217432255478 0.086368826712714397 0.132839024761779 0.18641584603028605 0.057584645616771013 0.086984881891112198 0.61621266266593011
leaf_count=176 54 37 30 51 29 230 99 72 15 53 174 7 167 83 27 23 35 13 92 113 27 64 72 884 30 33 35 23 20 132
internal_value=-0.00015691 0.000126666 -0.0489801 -0.000304851 -0.00076007 -0.048494 0.0335429 -0.00013194 0.00894689 -3.97747e-05 -0.021536 -0.0436449 -0.00237006 -0.0304704 -9.91115e-05 -0.0598198 -0.00440565 0.0207119 0.019757 0.00968587 0.0185096 -0.0102516 -0.045485 0.000970227 -0.00130528 0.0448742 0.0274539 -0.00943367 -3.85272e-05 -0.0165044
internal_weight=6.73928 6.70036 0.0389172 6.62888 6.54091 0.0849538 0.0879688 6.45596 1.27678 1.02131 0.489639 0.32143 5.17918 0.387262 4.79192 0.277435 0.254988 0.168209 0.531672 0.447766 0.406806 0.195918 0.11493 4.71495 4.34189 0.255465 0.37306 0.110102 4.25552 0.703198
internal_count=2900 2694 206 2657 2504 281 153 2223 738 690 269 204 1485 190 1295 197 118 65 421 368 276 163 99 1128 1066 48 62 52 1036 152
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=15 22 7 22 13 13 10 19 5 5 9 9 23 21 20 2 9 17 5 0 15 22 22 5 15 22 5 18 20 5
split_gain=0.00913909 0.0362561 0.0246605 0.0143428 0.0110491 0.0106603 0.060087 0.0485346 0.0436567 0.0384481 0.0855264 0.0658813 0.0328221 0.0325984 0.0311199 0.0516498 0.0580373 0.0873688 0.0502053 0.0451855 0.0285053 0.0369975 0.0437421 0.0725451 0.0641294 0.0590937 0.0459243 0.03993 0.0236422 0.0277319
threshold=46.574831689400007 -0.082314999999999985 23.539316666200005 0.0043900000000000007 117.68187774410002 115.25151159420001 62.837331883000012 14.551174033150001 19.915533535850003 21.042547594650003 197.19111486365003 190.24759545780003 0.12064000000000002 5.7587983756000005 41.792045663550006 190.89843378335004 191.07475275385002 187.45953903175004 22.963361893800002 86.20003303655001 44.34858359035001 -0.058529999999999992 -0.088099999999999998 21.964328598750004 39.283112803100003 -0.10098 22.000536998450006 13.176060655350001 41.028010303750008 21.850554661550003
decision_type=2 2 2 2 2 2 2 2 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 7 8 -1 -7 10 11 -10 14 -8 15 16 17 28 -18 -17 21 22 24 -24 25 26 -16 -23 29 -11
right_child=1 3 -4 -5 -6 6 13 -9 9 12 -12 -13 -14 -15 20 19 18 -19 -20 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016640909480550269 -0.10034527767343134 -0.10064740993619142 0.050463876857365968 -0.011161336561209661 0.022274149775888173 0.079310452616828578 0.022522990454998313 -0.088546728634387561 -0.043647267820930431 0.10026611062266187 -0.089540134895325807 0.047885033720013716 -0.043820238200074663 0.10007929861221738 0.08940763090672256 0.0052624148866869808 -0.044572100822663996 0.098734833704072766 0.026685913798233707 0.085992538678772948 -0.054734454999419695 0.032640244055541494 -0.024168524847321144 0.057986494145485651 -0.077170081863830189 -0.065798084440250662 -0.0092391114227907724 -0.069864805670351846 -0.076330235849863148 -0.02325163721015492
leaf_weight=3.3974812006470896 0.020168619255514386 0.055400852088041463 0.070623231609715731 0.02646832901336893 0.011561011764570139 0.069119882246014508 0.13037915138920642 0.06553647041437205 0.15680352575145695 0.026018245145679297 0.1498566886948538 0.15773734427057207 0.13369027802400513 0.092748667731939349 0.096542308805511734 0.11171954163728515 0.26271330533199944 0.13393235660623759 0.1585425505618332 0.18272951774997637 0.10083930250038964 0.053772926083523354 0.16354548477102071 0.31355016998713836 0.11716752709980938 0.071054101252229884 0.092323823799688398 0.12957533595545101 0.04365034110378474 0.060312750180742114
leaf_count=2088 44 42 22 15 9 15 37 14 24 4 29 21 37 15 10 37 32 19 34 29 41 36 22 33 22 13 64 27 12 53
internal_value=-0.000150664 -0.0221133 0.0175629 -0.0717165 -0.0556676 0.000474556 0.00482919 -0.00330832 0.000829033 -0.0011682 -0.0273666 0.00225475 0.00423509 0.0547612 0.0072684 0.0203352 0.00528263 0.0420529 -0.0177537 0.055362 -0.00397619 0.000957084 0.00970588 0.0298243 -0.0157481 0.0119398 0.0411859 -0.0398018 -0.0163521 0.0139739
internal_weight=6.65556 0.184222 0.102353 0.0818692 0.0317296 6.47134 3.00833 3.46302 2.7852 2.71608 0.464398 0.314541 2.25168 0.223128 2.11799 0.979619 0.68517 0.263914 0.421256 0.294449 1.13837 1.03753 0.854183 0.477096 0.377088 0.25992 0.188866 0.183348 0.129981 0.086331
internal_count=2900 132 75 57 53 2768 666 2102 614 599 74 45 525 52 488 220 154 88 66 66 268 227 164 55 109 87 74 63 69 57
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=12 14 22 9 9 18 18 2 8 8 9 15 15 5 23 20 4 8 12 22 14 21 18 5 21 20 22 20 12 18
split_gain=0.00818108 0.0210424 0.0380037 0.0281016 0.0386991 0.0334152 0.0648205 0.0243579 0.0148391 0.0333667 0.0210135 0.031179 0.0411819 0.0234812 0.0172706 0.0154351 0.0282592 0.041318 0.0340898 0.0152126 0.0136344 0.0355656 0.034239 0.0325872 0.0376944 0.0285699 0.04926 0.0315567 0.0267243 0.0681542
threshold=92.695913642950003 159.83069436635003 0.010100000000000003 201.2906445504 204.42645579255003 13.5538556217 13.030213775350001 50.734033752200013 8.8430989333000021 8.7431769115000026 208.21354399485003 31.198916099800005 38.469938489650012 27.5699840079 0.089850000000000027 35.461062230100005 271.57455041175007 7.943800736700001 254.30002952885002 -0.68276999999999999 180.00312032845002 12.260331702700002 14.194363735100003 20.361635946650004 5.5487347714000004 37.020641110850008 -0.081169999999999992 37.511241581900002 116.69318432075001 15.200392777800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 9 15 -10 -12 -13 -14 -11 16 17 19 -18 -2 21 22 23 -17 -25 26 -22 -27 29 -29
right_child=8 2 -4 4 -6 -7 -8 -9 10 14 11 12 13 -15 -16 20 18 -19 -20 -21 25 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.0079160996325624029 0.10015587629240226 -0.10193167241567608 0.0076661190414322308 0.093701299671707441 -0.013642294480919631 -0.063035415963291999 0.078591767331552376 -0.072375028925240323 -0.071618206843618845 0.074699970414682196 -0.074977580301164845 0.068217714700729043 -0.077722582367628662 0.023521446620848638 0.013897123717276331 0.06167337548780491 -0.10081189315574245 0.060953947907580332 0.048006999045897586 -0.10036418053237083 -0.076450936997230101 -0.037360806568045045 -0.022189721427053902 -0.031559056448729909 0.049839941001777827 0.061482751415418681 0.010591449648798284 -0.10149542138181684 -0.00027724356084356938 0.042740372769689623
leaf_weight=0.073036426038015523 0.0044885342940688125 0.063681990507461705 0.062879011379664007 0.063619459469919093 0.071141222432061113 0.10739467349213783 0.07802321738563478 0.078279950124169773 0.064235148619559257 0.091505948046687879 0.051191533556902868 0.076749526046114624 0.04958526958762377 0.042578101836625137 0.09543773508630693 0.23225954055965292 0.0345655222249448 0.17269079213110672 0.027749802706246385 0.024084831639683446 0.1354932011099379 0.11978527833707631 0.13359216176377231 0.11579596101086054 0.11183431635072338 0.080419365057508574 0.12500103512502381 0.083786596475419972 4.0122910312287559 0.053793048548840261
leaf_count=18 1 18 26 10 31 34 13 30 28 19 27 29 22 20 23 37 81 37 47 106 72 21 38 35 17 47 38 30 1905 40
internal_value=-0.000127651 -0.0112757 -0.0474805 -0.00155747 0.0370338 -0.0170016 0.00455496 -0.0336206 0.000994973 0.00211588 -0.0212962 -0.00661021 0.0141095 -0.0309494 0.0436591 0.000695475 0.0243041 0.0425236 -0.034541 -0.0688649 -0.000500274 0.0123432 0.0223752 0.0353207 0.00843211 -0.00254019 -0.0346827 -0.000560907 -0.00176324 -0.0450998
internal_weight=6.53697 0.598056 0.126561 0.471495 0.134761 0.336734 0.22934 0.151316 5.93891 5.65457 0.28434 0.220104 0.168913 0.0921634 0.186944 5.46763 0.263579 0.201264 0.0623153 0.0285734 5.20405 0.713267 0.593482 0.45989 0.22763 4.49078 0.260494 4.23029 4.14987 0.13758
internal_count=2900 180 44 136 41 95 61 48 2720 2594 126 98 71 42 42 2552 272 144 128 107 2280 148 127 89 52 2132 110 2022 1975 70
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=15 22 7 22 19 22 12 2 21 23 15 7 9 23 3 7 7 21 23 17 23 23 6 23 16 23 6 20 0 6
split_gain=0.0082086 0.0313711 0.0216931 0.0150215 0.0105076 0.0189546 0.0125855 0.0234958 0.0284041 0.0258437 0.0219023 0.0254865 0.014779 0.0142838 0.0353754 0.0410138 0.0376292 0.0366945 0.0302112 0.04965 0.0397391 0.0601072 0.0463126 0.0323298 0.031249 0.0284244 0.027823 0.0540408 0.0552779 0.0488363
threshold=46.574831689400007 -0.082314999999999985 23.539316666200005 0.033180000000000008 14.651182102100002 -0.030985000000000002 92.695913642950003 62.731161442750007 1.0000000180025095e-35 0.093675000000000022 30.416602988400005 23.724432465350002 190.07378137140003 0.11308000000000003 93.394346993650018 22.940014114900002 23.9444576715 4.9951517063000006 0.10236000000000002 189.46592532740002 0.099010000000000029 0.098200000000000023 15.785368822600002 0.10371000000000001 22.614947116400003 0.09642000000000002 16.505385645700006 38.938637541200009 86.458125017100016 16.525386113000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 7 9 -9 10 11 -1 -10 18 15 -15 -17 -18 20 24 21 25 -22 -21 -20 26 -8 -28 29 -29
right_child=1 3 -4 -5 5 -7 13 8 12 -11 -12 -13 -14 14 -16 16 17 -19 19 23 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.058562575039889 -0.055089279764709342 -0.10057543996801649 0.046974793550958266 -0.0066218176393905374 -0.0043108074356261071 0.053201055007736503 0.0033513864693062723 0.0093291278356068107 -0.024400112746633229 -0.048613561262744312 -0.030964701370744738 -0.013335659884858074 -0.1014264807416073 -0.050361888569423433 -0.029417175739310981 0.095925797869957891 0.070883684975420413 -0.010164250052803692 0.041068585769311335 -0.10240956680287881 -0.027356532651615972 -0.085142953808033064 0.065819698399551152 -0.029545645182534254 -0.02760496860427469 0.038206404632387531 0.05241347223305716 -0.091886852883317549 -0.10118688434696706 0.00053296185030101415
leaf_weight=0.1275859385714283 0.029936077806382855 0.051278481587360036 0.068419019127759384 0.025469303470345039 0.12837914848932996 0.10351147405140171 3.2438615460367797 0.061352330639238062 0.037615642899311297 0.08655021566846699 0.079385488104890101 0.080354518314720735 0.073742922630117391 0.052210619182005646 0.12381806592361499 0.10094367051351583 0.094089058373214129 0.1374947084019027 0.15410162861276422 0.077350302522972925 0.073881485411973702 0.081238123338337576 0.19190527369210031 0.28623383143464309 0.11624326460150769 0.20294022605236239 0.085501762620537991 0.070227119074843358 0.097236823152343277 0.30765425175337668
leaf_count=30 53 45 22 12 27 27 1678 19 14 29 19 25 35 12 35 16 41 71 46 18 50 21 33 90 21 67 83 21 24 216
internal_value=-0.000124321 -0.0214799 0.0159098 -0.0693963 0.000471565 0.0213614 -0.000329979 -0.0148017 -0.0453066 -0.000710079 0.0137197 0.0307789 -0.0754079 0.00110902 0.0170741 0.0320361 0.0449736 0.0227643 -0.000518597 -0.0209148 0.00245073 1.50583e-05 0.0399192 -0.045047 0.0115402 0.00174137 -0.000203758 -0.0207746 -0.0339454 -0.0166427
internal_weight=6.45051 0.175103 0.0983551 0.0767478 6.27541 0.231891 6.04352 0.546587 0.172711 0.373876 0.287326 0.20794 0.111359 5.49693 0.508556 0.384738 0.332527 0.231584 4.98838 0.633929 4.35445 4.08866 0.265787 0.363584 0.270345 4.00742 3.80448 0.56062 0.475118 0.377881
internal_count=2900 132 75 57 2768 54 2714 171 68 103 74 55 49 2543 175 140 128 112 2368 175 2193 2110 83 108 67 2089 2022 344 261 237
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=13 16 10 13 22 22 20 16 4 12 12 4 6 23 4 23 2 16 13 9 10 20 15 23 22 5 5 22 23 5
split_gain=0.00797515 0.064743 0.0509631 0.0702468 0.0291282 0.0340211 0.0252867 0.0546896 0.0313629 0.0378444 0.0362323 0.0392179 0.0388654 0.040084 0.0574127 0.0470991 0.056043 0.0631734 0.0434214 0.041846 0.0627769 0.0466592 0.0411409 0.0385085 0.0381664 0.0354505 0.0345265 0.048982 0.0253553 0.026662
threshold=112.82921081865001 19.974953289850003 66.318885161900013 113.85351336640001 0.20327000000000003 0.13860000000000003 38.115457128050004 20.914951091750002 150.90301220960004 96.350437043050007 98.870599058600007 165.01827963435002 16.585387514950003 0.093295000000000031 175.46299761980001 0.087725000000000011 107.86920410340001 22.624947093000003 117.50443950750001 207.37918994975004 62.106071271500007 40.79983011445001 39.466660082200001 -0.15517999999999998 -0.058529999999999992 26.502904693550004 21.623222698850004 -0.085249999999999992 0.081815000000000013 22.782602051550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 -5 -8 -10 -11 -12 13 14 -13 16 -16 18 -18 20 21 -15 -23 -20 -24 -14 -17 -28 29 -19
right_child=2 -3 -4 4 -6 -7 8 -9 9 10 11 12 25 19 15 26 17 28 23 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00072291196406942229 -0.090412447952585309 -0.072167095050838903 0.05526916350261564 -0.0081889031290167079 0.057626432286402685 -0.050342464136678922 -0.060678790535739602 0.076704648731835537 0.059945524877594594 -0.075742280531450934 0.06852152600088722 -0.10144685030497239 -0.070842911579241524 0.052058986531400279 0.073642009781132209 -0.080766091973153362 -0.0011765886626014916 0.10025825492661407 -0.0050531383370148071 -0.041572808964792984 0.070260684086716194 -0.064694607872061091 0.033648880185420824 -0.10112754403821023 -0.044613586494370125 0.019642051654485113 0.049810711955958958 -0.044248966381201044 0.0093504631681349225 0.0098804963002981812
leaf_weight=2.657171107691465 0.083323624064974733 0.13319916048203584 0.17728872573934484 0.16739834946656751 0.093330271303102452 0.12428794006791566 0.082598472092513808 0.1388104589714203 0.10775555784266577 0.062514421824403477 0.083967762533575629 0.06281471252441484 0.14021787977344491 0.17247626947937522 0.11536836344748713 0.11026207193208393 0.3030998464600998 0.084826406382489949 0.068356737763679121 0.10076141031458974 0.23481311200021082 0.10279331245692447 0.19766342812971516 0.10706228617709712 0.090999431894488225 0.062641404114231136 0.082007071998305037 0.1704122990590804 0.1932979139719464 0.053058422560297913
leaf_count=1881 34 49 33 65 31 30 28 33 20 12 12 11 57 30 11 28 80 20 17 17 35 16 49 35 29 104 22 41 40 30
internal_value=-0.000127021 -0.00413332 0.00300068 0.000272736 0.0025531 0.00095696 0.00301637 0.030295 2.22343e-05 0.00187428 -0.000532989 0.00132032 -0.000980082 0.00279945 -0.00809315 -0.00353949 0.00843524 -0.000855587 -0.0240931 0.0191542 0.0268148 0.00872464 -0.0103685 -0.0636896 0.00897705 -0.0429018 -0.0340827 -0.0136905 0.0327197 0.0654807
internal_weight=6.36458 2.79037 3.57421 3.39692 3.3136 3.22027 3.09598 0.306209 2.78977 2.70717 2.59941 2.5369 2.45293 2.25007 1.35057 1.28775 0.92507 0.809702 0.478519 0.899507 0.798746 0.563932 0.391456 0.175419 0.288663 0.202859 0.362681 0.252419 0.331183 0.137885
internal_count=2900 1930 970 937 903 872 842 98 744 716 696 684 672 511 335 324 233 222 132 176 159 124 94 52 78 161 91 63 90 50
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=15 16 18 6 0 17 16 15 13 3 9 6 21 19 3 0 6 9 3 5 0 6 8 4 5 7 8 10 0 15
split_gain=0.00806458 0.0269621 0.0411046 0.0379659 0.0645475 0.0287389 0.032444 0.0257319 0.0210355 0.0196531 0.03153 0.0454309 0.0326456 0.0315227 0.0300522 0.0293126 0.026032 0.0578508 0.0537979 0.0628053 0.0493993 0.0476771 0.0388937 0.0638539 0.0888727 0.0469832 0.0392807 0.038021 0.0345881 0.0326188
threshold=43.938093326450009 22.674946976100003 13.415872650200003 16.245379570700006 86.692020874450009 199.88268747760003 22.594947163200004 43.132842597400007 117.68187774410002 93.883646373400012 187.38923140910003 16.575387281250006 0.61177024580000017 13.051052998800001 93.770731131900007 86.001087134900004 16.455384477450004 197.58039077460003 88.727183679150016 21.042547594650003 90.437043050150024 16.555386813950005 8.543332867800002 203.63782228400004 21.269675393700002 23.368583030350006 8.4434108459500017 62.55235532115001 88.028184565250015 37.434800281900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 5 6 -5 9 -8 14 11 -11 -12 -13 15 -1 18 29 19 -17 22 -19 23 -20 26 -24 27 -25 -26 -18
right_child=1 2 -4 4 -6 -7 8 -9 -10 10 12 13 -14 -15 -16 16 17 21 20 -21 -22 -23 25 24 28 -27 -28 -29 -30 -31
leaf_value=-0.040722951976817676 -0.082646213220710904 -0.040765280083647611 0.079141138288568252 0.015284063047561797 0.10028716350817544 0.036381955312404818 -0.1006347187644383 0.041988917493900602 0.00097632676873303135 -0.028205685351994303 0.020397880594833342 -0.10006953976249573 -0.066098164347578106 0.05968013288750651 0.035398946740416104 -0.00045719302305338103 -0.02562775878768931 -0.10115347241582136 0.079806296029350715 -0.078640623980785085 0.080453675644962086 -0.014175388366184823 -0.051800886725188289 0.036563478520138658 0.018171989087571526 0.02583822753511969 -0.10156320767440739 -0.068977822528651714 0.076321672297856677 0.033949352825090706
leaf_weight=0.1698462288986774 0.089539827044063602 0.049165111023285135 0.068313973082695156 0.053781234032612701 0.046071380493231118 0.050832779505071812 0.092772984229327449 0.14856108455569472 0.026107122270332184 0.20944506614173963 0.057367159985005856 0.013636177864611909 0.18228251910198878 0.13118229245787916 0.25363369082333509 2.5581252454499266 0.16428655920753943 0.11675345376715995 0.17418543270719034 0.10704600075928272 0.1268291293617948 0.13693940841221774 0.16646679188124835 0.076102570863440633 0.34163567106588744 0.14657266711583361 0.072792537743225694 0.061893710843378358 0.1460056276450814 0.2085660943412222
leaf_count=37 29 38 16 26 7 16 90 33 9 132 10 115 95 111 34 1636 28 32 35 72 31 42 20 15 60 25 10 35 28 33
internal_value=-0.000122685 -0.0126249 0.0289602 -0.0262292 -0.00748959 -0.0297068 -0.0491639 0.000909935 -0.07832 -0.000175653 -0.0173788 0.00157191 -0.0453928 0.044638 0.00185653 7.45039e-05 0.0015795 -0.0173663 0.00456377 -0.00359741 0.0211361 -0.0542041 0.014791 0.0256389 0.0121298 -0.0154484 -0.0421263 -0.0107736 0.0355827 0.00769845
internal_weight=6.24674 0.476584 0.117479 0.359105 0.269566 0.223494 0.172661 5.77016 0.11888 5.62159 0.593913 0.354264 0.23965 0.144818 5.02768 4.77405 4.6042 0.626546 3.97766 2.66517 1.31248 0.253693 1.18566 0.872616 0.69843 0.313039 0.210789 0.137996 0.487641 0.372853
internal_count=2900 231 54 177 148 141 125 2669 99 2636 463 358 105 226 2173 2139 2102 135 1967 1708 259 74 228 183 148 45 60 50 88 61
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=21 21 21 18 22 15 0 23 9 21 18 3 17 8 19 6 8 8 21 16 17 9 16 4 6 23 9 8 17 19
split_gain=0.00817709 0.0294528 0.0287806 0.0357061 0.0553566 0.0523531 0.0312123 0.0231198 0.0349393 0.0500447 0.0459175 0.0430108 0.037706 0.0467722 0.0614294 0.0369543 0.035666 0.0363936 0.0348222 0.0427996 0.0340549 0.029626 0.0240646 0.0265483 0.0243733 0.0228973 0.0226455 0.0256451 0.0220527 0.0220182
threshold=2.9845679401500003 2.1194692063500002 4.3636502323000004 15.064837217800003 -0.11600999999999999 40.452545866750008 97.900202820250016 -0.093074999999999991 194.04304600165003 0.39820604590000008 14.073076155300003 89.125075482450015 188.73286619890004 8.1436447804000007 13.651101412550002 11.765274893750002 8.4434108459500017 8.543332867800002 1.0652877397500002 22.614947116400003 192.70224472390001 203.31429194770001 17.294959556900004 161.23541642690003 12.085282370700002 0.090390000000000012 188.53841931785004 6.2451263653500009 206.02826764000002 12.551012654050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 25 -6 -5 22 9 15 11 -10 29 14 21 -9 -15 -18 20 -20 -13 -14 24 -24 -1 -2 27 -17 -23 -12
right_child=2 -3 -4 6 5 -7 -8 8 10 -11 12 18 13 16 -16 26 17 -19 19 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.022647436396832341 -0.025674755037285276 0.030399935771849258 0.00088675037021085823 0.082607478991824385 -0.083593137137288553 -0.0015812891613954088 -0.014798397375704674 -0.10036412351663329 0.093557759704034474 -0.063929123664089108 -0.010132292228887112 -0.066702217618665197 -0.098589957539532994 -0.092546269518272703 0.083805974694066726 -0.027425043348470846 0.036324382174604403 -0.064548642659583086 0.083338975522830594 -0.0078437232246771627 0.019333554699306463 0.059718926498327995 6.5950529202579318e-06 0.081755653198995276 -0.10049188109038794 0.054371370933446475 -0.0089422680225162508 0.097812139481336102 -0.048997698937248257 0.10051954192097973
leaf_weight=0.045823107799748519 0.066464432018051411 0.37413289318808995 3.4545529784641928 0.053235740012041788 0.23405873850845171 0.11662033836182673 0.086105777630962166 0.02915778647816214 0.081271757488138752 0.21156656209754487 0.032340388990533597 0.08045592371490784 0.043376273666581255 0.1232184849868645 0.073068641184363514 0.02307404372974986 0.064828068439965136 0.079784396184550133 0.11330098647158593 0.094339499890338629 0.10744886506290641 0.03729614749704524 0.066046630498021841 0.099682692356509506 0.024758812463005597 0.077294731476285961 0.10901941468182486 0.056115012150257826 0.037336665638633804 0.040507739409804344
leaf_count=75 37 150 1648 15 77 32 85 126 15 84 49 19 28 57 11 52 16 36 14 28 29 16 16 46 41 14 24 14 43 3
internal_value=-0.000123368 0.00503438 -0.00270702 -0.0222956 -0.0348961 -0.0563196 0.0224157 -0.000635347 -0.00540048 -0.0293067 0.00476652 0.0272994 -0.0154383 -0.0260478 0.0117491 0.00439188 -0.0530131 -0.0193285 0.0136854 0.041911 -0.0175047 -0.0328669 0.0283515 0.0491769 -0.0205475 0.0173635 0.020621 0.0613206 0.0053311 0.0513965
internal_weight=6.13628 2.04795 4.08833 0.63378 0.494438 0.350679 0.139342 1.67382 1.43751 0.428933 1.00857 0.476817 0.531757 0.458909 0.191078 0.217366 0.267831 0.144612 0.395545 0.20764 0.187905 0.118009 0.236311 0.165729 0.0705819 0.143759 0.188208 0.0791891 0.0746328 0.0728481
internal_count=2900 992 1908 260 160 109 100 842 664 300 364 105 259 207 98 216 109 52 90 42 48 87 178 62 116 51 90 66 59 52
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=6 13 17 7 15 7 20 16 22 23 18 2 21 19 21 3 22 22 22 6 17 7 10 15 19 23 2 8 13 0
split_gain=0.00827521 0.0266779 0.0165078 0.0151115 0.0105927 0.0334912 0.031495 0.011299 0.0424864 0.0318882 0.0329012 0.0375495 0.0444122 0.0325624 0.0485764 0.0171608 0.016292 0.0307845 0.0903885 0.0598458 0.0522634 0.0703504 0.0555482 0.0867659 0.0578386 0.0389072 0.0374774 0.0744075 0.0658549 0.0548602
threshold=20.305474434200004 119.04223755815001 161.95900874150001 17.407776082150004 46.574831689400007 23.539316666200005 42.233786329550007 22.624947093000003 -0.096499999999999989 0.081815000000000013 12.933745112000002 121.41360778140002 11.790993765850002 14.451165964200003 4.7627705569500014 93.356708579850007 -0.096499999999999989 -0.062629999999999991 -0.054494999999999995 16.445384243750002 188.31851043910004 22.620341628000002 75.403185184700007 39.104631750950013 14.351157895250003 0.07950500000000002 220.59538940565002 8.2435668022500028 116.43981008785001 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 -1 7 -6 -7 16 -9 15 -11 -12 13 14 -13 -10 -4 20 -19 26 -18 -22 23 25 -25 -23 28 -28 29 -20
right_child=-2 -3 4 -5 5 6 -8 8 9 10 11 12 -14 -15 -16 -17 17 18 19 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.071506570491966431 0.033763645056269963 -0.074998534859706131 0.0068534755874263085 -0.090879895999286572 -0.10034628778072599 -0.05696266222981064 0.054469991911635686 -0.038288566674511818 0.092434436775233705 -0.038785950055767154 0.055361105957834549 -0.047060779223407671 -0.048426075792547062 0.058989500103209871 0.044639906486921337 0.028465495302326366 -0.05905382651158373 0.066342750345888046 -0.043778867210544775 -0.058659771255169871 0.099194744566092563 0.024413783989567318 0.0299967539227558 0.059976179441209414 -0.028400710924016827 -0.072507003698198749 0.010124942640969827 -0.10124505719375194 0.081704698073152615 0.013997121643043934
leaf_weight=0.0068996722171447136 0.07124530082342051 0.047709587463941605 1.6766010875052604 0.033824930365327077 0.042881294273001802 0.045706584360232227 0.056988477194863663 0.15616907235744293 0.076436510920757206 0.11965410312404856 0.19359501294093207 0.11822064063744619 0.12387636242783628 0.13903193909209222 0.11296687868525623 0.092916130270168651 0.24490848922234609 0.19936533100792431 0.20879740752866627 0.18444859548083048 0.058289032982429489 0.047393476452270988 0.21545989880301875 0.13619995637509419 0.16229127646511188 0.32854341580105029 0.15653534203202912 0.097266238805786998 0.11493557685025735 0.77199546048325374
leaf_count=17 25 71 1082 163 82 23 21 38 26 24 27 22 24 29 22 20 115 39 88 101 10 10 125 27 27 125 129 28 15 345
internal_value=-0.000115716 -0.000520035 7.99685e-05 -0.0633679 0.000519296 -0.0261195 0.00487456 0.00119539 0.0101419 0.0178856 0.00961001 0.0180306 0.0034039 0.0207463 -0.00225239 0.0573376 -0.00100646 -0.00550955 0.00299969 -0.00523277 -0.017872 -0.00723495 -0.0142063 -0.0283278 0.0119252 -0.0602884 0.00206943 -0.0325562 0.0100897 0.0016974
internal_weight=6.04115 5.96991 5.9222 0.0407246 5.88147 0.145576 0.102695 5.7359 1.13287 0.976698 0.807345 0.687691 0.494096 0.370219 0.231188 0.169353 4.60303 2.92643 1.73334 1.53398 1.19309 0.948177 0.889888 0.674428 0.298491 0.375937 1.34953 0.253802 1.09573 0.980793
internal_count=2900 2875 2804 180 2624 126 44 2498 232 194 148 124 97 73 44 46 2266 1184 745 706 439 324 314 189 54 135 605 157 448 433
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=13 23 23 22 15 19 9 5 4 6 18 13 7 13 10 15 15 15 23 16 18 16 13 21 13 15 20 16 17 21
split_gain=0.00825777 0.0102943 0.0121894 0.0100172 0.0100819 0.0297621 0.0626416 0.0282731 0.0563925 0.0411819 0.0298013 0.0273265 0.0268073 0.0271912 0.0242281 0.0224975 0.0434793 0.0375371 0.0356978 0.029425 0.0757877 0.0322664 0.0327506 0.0847213 0.0457144 0.0284034 0.0263892 0.0246651 0.0214257 0.0410414
threshold=78.890115379850016 -0.15959999999999999 0.072890000000000024 0.68694500000000025 23.900317844600004 12.651020723000002 184.56123852025004 16.579584939650001 301.91036987065007 14.215332138950002 15.7619177074 104.02719889955002 26.752366550650006 81.98184222990001 81.320481529800006 28.566186095050004 28.887316431450003 28.321365561200004 0.10236000000000002 18.684956306450005 14.025183600500002 18.984955604900005 112.82921081865001 1.0085888034000001 113.13031812925001 25.009439836150005 38.175120519550006 18.744956166100003 201.96296776225003 14.866510415300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 9 -9 10 11 14 -12 -14 -2 17 -17 18 28 20 -18 27 23 -23 -24 -20 -25 -21 29 -6
right_child=3 2 -4 -5 15 6 -8 8 -10 -11 12 -13 13 -15 -16 16 19 -19 25 21 -22 22 24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.10067298443707827 -0.10043537185786396 0.066345677709241199 -0.10009571212116386 0.038474755443874277 0.036314947354807003 0.010312951367715532 -0.086602998805740808 -0.083540017472312156 0.020871731149132627 0.10035712985349016 0.033816272506869381 0.065100355438198837 0.065821122282215802 -0.045425863048983314 0.0086811986463920642 -0.077333678847274073 0.054979575939269235 0.075156451833964605 0.014776414636631846 0.096784141832820456 -0.074251372129330889 0.020104912844902845 0.080562687434733826 -0.023648777123346273 0.0017091375823259506 -0.10059963713643966 -0.10100519258198565 0.011705007943425565 -0.012895060013739249 -0.070478731660389551
leaf_weight=0.018252523800185827 0.061901621683318586 0.011873993160349872 0.0069904484060749885 0.067532542492699466 0.44616713090101701 0.13382967576950477 0.13294055473664912 0.10268377085296265 0.10423828088323717 0.0484938322333619 0.28121363814820199 0.019730341737158597 0.028078542405950202 0.10101138639945617 0.030313675196225631 0.074181111987855153 0.064599204131809862 0.096560676880471874 0.037287732877302915 0.061337341390754196 0.1525317332172591 0.18995216586336061 0.075341466465033924 0.067906763164501172 3.0425187072395374 0.049880449505053548 0.12578746616964054 0.076665397234137345 0.1775718993362716 0.039142878081065646
leaf_count=45 86 20 141 37 234 165 121 164 72 6 192 5 41 238 41 22 32 22 12 8 133 38 18 20 751 33 59 39 72 33
internal_value=-0.000113934 -0.0471338 0.0046688 0.0001824 -0.000261784 -0.0091619 -0.0379835 0.000725066 -0.0309419 0.0122059 0.00402055 -0.0417122 0.0164981 -0.0212284 -0.0645658 0.00168395 -0.00150076 0.0164706 0.00891543 -4.21444e-05 -0.0358035 0.00209136 0.000222095 -0.0273484 0.00361459 -0.0512455 -0.073885 0.0495197 0.0168265 0.0277015
internal_weight=5.92652 0.037117 0.0188644 5.8894 5.82187 1.04444 0.26677 0.777665 0.206922 0.570743 0.522249 0.111946 0.410304 0.12909 0.0922153 4.77743 3.93082 0.846611 0.75005 3.85664 0.217131 3.63951 3.50151 0.383646 3.11786 0.0871682 0.193694 0.138003 0.662882 0.48531
internal_count=2900 206 161 2694 2657 1131 286 845 236 609 603 132 471 279 127 1526 1120 406 384 1098 165 933 886 117 769 45 79 47 339 267
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=9 23 9 6 16 20 16 20 20 15 8 2 22 22 17 16 22 7 0 3 21 5 9 5 2 16 14 2 7 7
split_gain=0.00859846 0.0323939 0.0278479 0.0335205 0.0267999 0.0313835 0.0301004 0.0346863 0.0277424 0.025337 0.0227185 0.0169081 0.020773 0.0147479 0.0145031 0.0141866 0.0171605 0.0120397 0.0349396 0.0221236 0.0231376 0.0322578 0.0183789 0.0292099 0.0156328 0.0266899 0.0270661 0.0206818 0.0199274 0.0397497
threshold=214.22994816675003 0.072890000000000024 210.70699256735003 14.925348728400001 17.654958715000003 41.755948821900006 15.504963742650002 40.922041107600009 43.082598263550004 21.274833872300004 9.1428649988500013 357.36576196840008 -0.037524999999999996 -0.092289999999999997 157.96759137085004 14.479966139550003 0.066885000000000014 19.874819532250005 81.917319234750025 103.44111502715002 13.296557277800002 29.040033326300005 66.290220196950017 29.239824992700004 308.2991537635001 11.934972090850001 384.93581166080008 285.16564649850005 24.785467646950003 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=2 -2 11 9 6 10 7 -3 -7 -4 -6 14 -13 -5 -1 16 -9 19 -19 -16 21 -21 -23 -24 25 27 28 -20 29 -27
right_child=1 4 3 13 5 8 -8 15 -10 -11 -12 12 -14 -15 17 -17 -18 18 24 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.083748844861701366 -0.07379082857621562 -0.067239102358865321 0.0062978969833189322 0.035410285014782925 0.080614165890885048 -0.035805778217141211 -0.10032203699841508 -0.074404231016373015 0.051671217075888731 -0.093414117298847688 0.016964624458281296 -0.10072382193518939 0.016569753047615193 -0.031979204962853842 0.057194768827394264 0.099873468242049873 0.092418513144085432 -0.10038169189646312 -0.082318057543863565 -0.10024655914301001 -0.10069013286558036 0.093005228197810666 0.092037870846692668 -0.10055130360542255 0.030379963944217676 0.0020695243986448265 -0.05612599356829584 0.052773957677408979 0.016912653006010244 -0.035507106739138365
leaf_weight=0.020137496753719009 0.041091298756327777 0.037037576009026907 0.034180779970483743 0.067876319868446444 0.13848446817519289 0.097345481750380713 0.034879105039181013 0.013848178659770838 0.057768448735259881 0.10015294614004233 0.094238112862512935 0.03604664463307472 0.025982546069258095 0.062264789548407862 0.10526569479276293 0.032867444107978372 0.011115846703205534 0.034263794634568856 0.063788942611534227 0.018970260321168553 0.02123456980643823 0.038611323805525899 0.014889065513443711 0.016717916786774367 0.17400170729672471 3.3010064493042823 0.081830326357447691 0.013780837164972581 0.73668746038765665 0.30775872513027014
leaf_count=90 38 66 26 22 43 50 43 36 20 57 31 55 24 27 53 7 7 89 337 67 22 12 7 55 157 892 46 27 378 116
internal_value=-0.000126899 0.0116701 -0.00137622 -0.0330016 0.0184549 0.0316163 -0.0208865 0.00831841 -0.00322708 -0.0680427 0.0548401 0.000292943 -0.0515923 0.00316842 0.000943264 0.0567084 -0.000122298 0.00128929 0.000231995 0.0243927 -0.00687728 0.0154583 0.0467172 -0.00982854 0.0009688 -0.000167217 0.000851634 -0.058318 0.00192459 -0.00113504
internal_weight=5.83412 0.558676 5.27545 0.264475 0.517585 0.387837 0.129748 0.094869 0.155114 0.134334 0.232723 5.01097 0.0620292 0.130141 4.94894 0.0578315 0.024964 4.92881 4.71312 0.215689 0.110423 0.0891886 0.0702183 0.031607 4.67885 4.50485 4.42728 0.0775698 4.34545 3.60877
internal_count=2900 341 2559 132 303 144 159 116 70 83 74 2427 79 49 2348 50 43 2258 2042 216 163 141 74 62 1953 1796 1432 364 1386 1008
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=5 15 23 6 20 15 6 9 19 12 5 15 20 0 3 22 15 19 23 2 20 10 23 14 22 15 16 17 23 7
split_gain=0.0078031 0.0192905 0.0141279 0.0153828 0.0154127 0.0128191 0.0119607 0.0111685 0.0304202 0.0266116 0.0354285 0.0429683 0.0293279 0.0247409 0.0418629 0.0255451 0.0247226 0.0227329 0.0321762 0.0341734 0.0276311 0.0544705 0.0258026 0.0216296 0.0213735 0.0210004 0.0203574 0.0449894 0.0353326 0.0272308
threshold=9.180927113800001 17.991885019200001 0.079785000000000009 1.8100422913500003 45.027406014450008 17.183237161800005 5.3251244207000008 187.70546222865002 14.451165964200003 152.88762959770003 20.102686929350003 40.301031380450006 44.758188263300006 85.716110573100011 94.187442142150019 0.022230000000000003 43.376643616500012 14.351157895250003 -0.15684499999999998 155.18475231920004 43.411469133450005 75.085947125300024 -0.25765499999999997 277.23638966875006 -0.14228499999999997 37.261389050600009 22.654947022900004 199.01194954300004 0.088105000000000017 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=1 2 3 -1 5 -5 -3 8 9 10 -2 12 24 14 -9 16 -16 18 22 -20 -21 23 -11 -22 -12 -10 29 28 -28 -15
right_child=7 6 -4 4 -6 -7 -8 13 25 17 11 -13 -14 26 15 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10021116151673842 0.022680643123556523 -0.10031981817193658 -0.10013624896493026 -0.10029383994452967 0.051997886856666578 0.083776337477054291 -0.0083276773214531388 -0.079425368315413691 0.077365205822749569 -0.018582914798143113 -0.014590357123749249 0.036641616637570963 0.0096019982955824479 0.036592314168422818 -0.013580678971891681 -0.07445632398921799 0.065100628161353868 0.079502292052180484 0.056467426651884534 -0.096840526810884439 0.0073322446448047173 0.085751760252670839 0.056772244290016885 -0.10043130011230461 -0.10125334469917298 0.014343090335855511 0.039775492941388858 0.085102097507883834 -0.03134085631991184 -0.0036953279986470661
leaf_weight=0.010148547820420961 0.14195319056238964 0.038351097109547538 0.01166181421173107 0.013792675487366068 0.068383791383894277 0.0052136065141894497 0.022382364068107563 0.10725284877491947 0.098346162470988929 0.06271045829976174 0.037093896450585362 0.058082069386728108 0.045952552049584483 0.17595302376139477 0.11714534479619942 0.040848036854470138 0.060589803555330946 0.051948127313153236 0.048687590698136773 0.055077949138350846 0.030305425178994483 0.038918100395676447 0.16499451350227901 0.048325746121946622 0.12224186550793092 0.11435418033943279 0.13577404766829193 0.088177894169348292 0.14390783711860422 3.6078603106709011
leaf_count=68 66 177 168 78 79 4 15 72 15 71 88 12 23 34 57 31 30 17 32 96 34 16 98 81 86 33 26 28 36 1229
internal_value=-0.000128762 -0.0212392 0.00388736 0.0163245 0.0298577 -0.0498016 -0.0664176 0.000512243 0.00944826 0.00146064 -0.0175898 -0.0392951 -0.0607798 -0.00172099 -0.0282549 -0.00314697 0.0132417 0.016874 0.00962839 -0.0175245 -0.0383931 -0.0110074 0.0360193 -0.0588979 -0.0810779 0.0434826 0.000361471 0.0228196 0.00318321 -0.00182189
internal_weight=5.76643 0.169934 0.1092 0.0975386 0.0873901 0.0190063 0.0607335 5.5965 1.11899 0.906291 0.405324 0.26337 0.205288 4.47751 0.325836 0.218583 0.177735 0.500968 0.44902 0.221315 0.172627 0.117549 0.227705 0.0786312 0.159336 0.2127 4.15167 0.36786 0.279682 3.78381
internal_count=2900 589 397 229 161 82 192 2311 768 720 275 209 197 1543 190 118 87 445 428 259 227 131 169 115 174 48 1353 90 62 1263
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=15 22 16 16 17 3 10 21 15 3 7 17 7 8 3 3 0 6 18 18 7 7 22 6 20 20 9 6 3 5
split_gain=0.00811133 0.0226633 0.0412563 0.0399324 0.0318133 0.0312811 0.0294565 0.0219721 0.0194148 0.0150954 0.0248127 0.0249023 0.0274558 0.0306115 0.0253143 0.0241325 0.0238283 0.024247 0.0244326 0.045341 0.0235761 0.0440169 0.0227077 0.0221403 0.0450478 0.0493516 0.0455097 0.0423512 0.0225145 0.059851
threshold=43.938093326450009 -0.065399999999999986 22.604947139800004 22.634947069650003 200.23903127160003 94.260030511650015 61.923256118600001 9.0990081631500015 43.132842597400007 93.883646373400012 22.227765484150002 187.59608338195002 19.617375644250004 10.441851282850001 103.44111502715002 93.770731131900007 86.001087134900004 16.705390318750002 13.075178189100003 12.903279561150002 22.477322886550002 22.747724408400003 0.18145000000000003 16.455384477450004 40.621691032550004 42.428475018400007 192.33792147965002 16.445384243750002 88.727183679150016 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=8 3 -3 7 5 -5 -4 -2 9 15 11 12 14 22 -11 16 -1 18 19 -18 -12 -22 -14 27 -25 26 -26 28 29 -20
right_child=1 2 6 4 -6 -7 -8 -9 -10 10 20 -13 13 -15 -16 -17 17 -19 23 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.037789023704445174 -0.097569836453815853 0.080395823904174213 0.039852088077478219 -0.07333423230549134 0.086552973793074209 0.04452923261947718 -0.067716031548488112 -0.0048493422391452292 0.038283792275107656 0.06478530912494318 -0.077616530022901267 0.071824306213688988 -0.097718839954848868 0.086177353094916809 -0.014890109278276071 0.032844646941284576 -0.016807773568176886 -0.051958524185722645 -0.00022030900985298705 0.081423358814427707 0.050777371565685847 -0.072489272022552051 0.03711886520137006 0.041690659346918478 0.001759250449715693 0.023400712995950413 -0.090064262153144434 0.0810619441908218 0.014410817304365497 -0.084738925733026327
leaf_weight=0.15987034942372691 0.092006919167943124 0.061388429088765295 0.043670515998201154 0.053757771095831686 0.036254378966987133 0.038748348669514598 0.061040700816647586 0.035387624629947823 0.13563637921561156 0.063736010912179952 0.10023688216006121 0.043854912318579409 0.070093025305055789 0.013933756078586157 0.10652274483800284 0.23736928799189616 0.084793536135748471 0.083033855175017268 2.3148492279454569 0.10539185300876852 0.057443569053702959 0.058439730339330254 0.015197689281933435 0.092520058202353428 0.079474997735815123 0.097451793848449597 0.16822690107437666 0.069154086173511931 1.0271036837491463 0.086931581958196946
leaf_count=37 56 18 16 51 6 22 38 24 33 22 23 15 152 11 184 34 26 30 1628 25 14 32 10 19 13 27 36 9 220 69
internal_value=-0.000128215 -0.0134642 0.0153059 -0.0321197 0.00715339 -0.0239644 -0.022854 -0.071814 0.000940066 -4.62143e-05 -0.0160373 0.00194153 -0.00943098 -0.0512425 0.0149362 0.00179189 0.000104709 0.00154405 0.00262079 0.0376273 -0.0421037 -0.0113858 -0.0736925 0.00092917 -0.0202748 -0.0368849 -0.0606027 0.00358221 0.00201959 -0.00327943
internal_weight=5.69352 0.422255 0.1661 0.256155 0.12876 0.0925061 0.104711 0.127395 5.27127 5.13563 0.529458 0.313338 0.269483 0.0992245 0.170259 4.60617 4.3688 4.20893 4.1259 0.190185 0.21612 0.115883 0.0852907 3.93571 0.437674 0.345154 0.247702 3.49804 3.42888 2.40178
internal_count=2900 231 72 159 79 73 54 80 2669 2636 463 394 379 173 206 2173 2139 2102 2072 51 69 46 162 2021 95 76 49 1926 1917 1697
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=9 23 10 22 0 0 10 9 20 3 6 6 23 7 2 8 9 2 22 15 22 16 0 7 15 21 21 2 14 20
split_gain=0.00828656 0.024378 0.0182407 0.0192919 0.0249621 0.0268501 0.0258484 0.0182266 0.0278268 0.0216991 0.0388428 0.0383089 0.0237552 0.0183958 0.0170285 0.0162565 0.0127702 0.0153334 0.0136069 0.0122683 0.0380007 0.0384667 0.025263 0.0301952 0.0191542 0.0122055 0.0113975 0.0113207 0.0466297 0.0409005
threshold=215.80505313260002 0.072890000000000024 78.962703749400006 -0.10098 97.483491810050012 91.821598987350015 62.55235532115001 207.37918994975004 42.599563320500003 77.642670807350015 14.835346625500001 16.355382140900002 0.088395000000000015 24.803585171000005 173.78410684300005 8.1436447804000007 206.65653280825003 357.36576196840008 -0.037524999999999996 43.938093326450009 -0.065399999999999986 22.604947139800004 85.807518149550006 23.539316666200005 45.169600924000008 1.8061804516000002 4.0847671134500008 188.32206997295003 273.92331737140006 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 6 -5 16 9 -9 12 13 -11 -12 -4 -14 17 19 -19 27 22 -22 23 25 -23 -21 -13 28 -1 -29
right_child=1 2 14 4 -6 -7 -8 8 -10 10 11 26 15 -15 -16 -17 -18 18 -20 20 21 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0017191832013268137 -0.066821243160345919 0.066097612363105587 0.027452324564223907 -0.032521473997989346 0.058981518231873788 -0.072643242323999865 0.053131180787071214 0.059903526357427975 -0.064000166853805662 0.00048697240542521837 0.0677363187264097 -0.067865401646640164 -0.023542046561727634 0.0032508033083169826 -0.10028348411115257 -0.10065191402389864 0.040810366448571923 -0.10072966042015577 0.0047952523322827081 0.024387800772335384 0.085452496595273514 0.028489906805456912 -0.08152117033708367 0.067892344337457167 -0.066626003887447494 -0.10032094561073245 -0.0010120395722230365 0.040316256870524009 -0.065543751046091933 -0.0035914788049520698
leaf_weight=3.0739568658860468 0.035248936494553962 0.093929182559804758 0.019065216972222743 0.06361558593744121 0.083798103309163707 0.046423631853031111 0.07897097148895682 0.043425880577728893 0.10606357548022061 0.063050766039850714 0.094760754662274849 0.058713276779144508 0.04097748848653282 0.082972669784794562 0.02305897249652844 0.082155910788060282 0.07888560883793605 0.028185395350320164 0.021571408896875144 0.011086689628427848 0.055123685975558945 0.04003497856319882 0.10197099545757737 0.032086110667478351 0.044934791892956127 0.026865574387102242 0.045082189373260917 0.32931058147851278 0.10664054049253824 0.59631504065936269
leaf_count=1148 35 44 32 27 37 34 27 51 60 32 32 30 24 17 61 54 33 51 22 6 15 10 55 15 32 54 19 231 138 474
internal_value=-0.000135285 0.0129724 0.0198516 0.0270101 0.0135521 -0.00658914 0.0149169 -0.00126253 -0.0173875 -0.00771518 -0.0139934 0.00944218 -0.0494303 0.037632 -0.0424708 -0.0749906 0.000926267 0.000222099 -0.0549807 0.000843763 -0.0182695 0.0203951 -0.04976 -0.00351805 -0.0218105 -0.0638908 -0.0388285 0.00229651 -0.00053604 0.0120296
internal_weight=5.60828 0.444111 0.408862 0.366737 0.272808 0.18901 0.142587 5.16417 0.617203 0.511139 0.467713 0.281529 0.186184 0.177733 0.0421242 0.123133 4.54697 4.46808 0.0497568 4.41833 0.312103 0.140093 0.172009 0.0700384 0.0849698 0.0379523 0.103795 4.10622 3.1806 0.925626
internal_count=2900 297 262 169 125 88 54 2603 319 259 208 98 110 49 93 78 2284 2251 73 2178 187 57 130 75 42 60 49 1991 1286 705
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=21 21 21 18 22 16 0 23 7 5 0 6 7 9 9 21 7 13 9 23 9 6 22 22 17 23 12 15 22 22
split_gain=0.00793076 0.0250721 0.0250116 0.0323316 0.0453812 0.0465957 0.0264057 0.0198543 0.0190449 0.0257582 0.0229413 0.0192488 0.0289018 0.0184199 0.0486315 0.0368613 0.0344362 0.0395064 0.0277476 0.0249411 0.0305307 0.0303493 0.0239928 0.0319386 0.0204452 0.0185351 0.0181387 0.0180856 0.0180842 0.0178779
threshold=2.9845679401500003 2.1194692063500002 4.3636502323000004 15.064837217800003 -0.11600999999999999 22.654947022900004 97.900202820250016 0.090390000000000012 25.113507579400004 16.892865140250006 99.744485097750015 16.425383776450001 22.708075280250004 194.04304600165003 201.97224908750002 0.94945978800000008 23.031046061850002 109.51703040195001 216.18094582280003 0.093295000000000031 210.39795333110001 14.980350013450002 -0.021344999999999999 -0.24103499999999997 188.84204146815003 0.087605000000000016 72.692757749350008 29.712811603950005 0.26077000000000011 -0.08725999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 -5 -2 11 10 -10 -3 -13 15 16 22 -15 24 19 21 -21 -16 23 -1 -18 -19 -4 -20 -24 -17
right_child=2 8 26 6 5 -7 -8 -9 9 -11 -12 12 -14 14 18 29 17 25 27 20 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.074819114735089398 -0.027081523166836621 0.06581545376811547 0.067635264423130337 0.082955905132106544 -0.083139503299944018 -0.0012885820571451444 -0.011946559903474804 0.050581689799281015 0.1002236967445034 -0.083153151116738516 -0.029291489346122631 0.066855893729181812 -0.042299485839631112 -0.025221716149118237 -0.081455510343995258 -0.015551536110852604 0.045543066713436282 0.089721725407967981 -0.030418544988707504 0.043096376309090627 -0.052928723573597063 -0.011003370056340811 -0.082124687637009905 0.032080675942076746 -0.04154743308109117 0.036956222731158082 -0.00015375103941324479 0.050159496605425818 0.0029745792550558738 -0.086760054139974785
leaf_weight=0.032093511756762783 0.061760327643213486 0.15385150313764473 0.03997832253116973 0.046009690178038909 0.20674330864420687 0.10480879376154917 0.08081766899360332 0.070484290945387329 0.025411903858184814 0.031258229397280957 0.029615382153167502 0.045766133598363012 0.051612461060358328 0.088427061393304029 0.12290553839995511 0.058971522852800717 0.045620769842003028 0.14177225934690796 0.039828279311933557 0.086829080269239967 0.053518985461778357 0.12168062096316135 0.050155059707261418 0.21641315856518872 0.065883982526429463 0.12550780197943823 3.1152784407841736 0.092654276200846653 0.04973360531951343 0.087678693714209999
leaf_count=63 37 45 9 15 77 32 85 14 4 17 37 24 23 20 70 36 20 22 55 43 31 35 51 213 33 25 1639 36 55 34
internal_value=-0.00013752 0.0052787 -0.00277913 -0.0220454 -0.0347703 -0.0556042 0.0224816 0.0143117 0.0298728 -0.0106602 0.0305193 0.043794 0.00900152 -0.000331243 0.00758005 -0.0160665 0.0309677 0.044085 -0.0135383 -0.0271239 0.00647909 -0.0464059 0.00163734 0.0182751 -0.00591545 0.0649444 0.000705162 0.0259353 -0.0397546 -0.0581254
internal_weight=5.54307 1.81719 3.72588 0.570624 0.443797 0.311552 0.126827 0.132245 0.337516 0.0862855 0.0550273 0.25123 0.0973786 1.47967 0.984629 0.495046 0.467212 0.378785 0.517417 0.384934 0.140348 0.244586 0.348395 0.248507 0.111505 0.26728 3.15526 0.132483 0.0998887 0.14665
internal_count=2900 992 1908 260 160 109 100 51 150 58 41 92 47 842 390 452 120 100 270 179 74 105 382 276 53 47 1648 91 106 70
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=9 23 16 16 20 20 23 8 5 9 21 15 15 17 17 15 23 22 19 16 22 7 7 6 0 16 22 7 22 22
split_gain=0.00742828 0.0232618 0.0214574 0.0262444 0.0277733 0.0254126 0.0277244 0.0208285 0.0206569 0.0194974 0.0366924 0.0287825 0.027007 0.0261303 0.0423634 0.02472 0.0228421 0.0139709 0.0131989 0.0127347 0.011516 0.0105639 0.0124279 0.0402706 0.0468938 0.049465 0.0430782 0.0393876 0.0320687 0.0319991
threshold=214.22994816675003 0.072890000000000024 17.654958715000003 15.504963742650002 40.922041107600009 41.755948821900006 0.085590000000000013 9.1428649988500013 21.746930049350002 207.37918994975004 9.5752145037500025 20.478039369150004 23.304416445750004 200.39804233735001 199.14656950540004 32.393814985100008 0.087605000000000016 -0.11911999999999999 10.950883550750001 14.479966139550003 -0.074434999999999987 27.952168727600004 24.785467646950003 14.955349429350003 94.964406541850011 18.714956236300004 -0.074434999999999987 24.373474566200006 0.68694500000000025 -0.58350999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 18 7 -7 -4 -8 21 11 -11 -13 14 15 -14 -15 -12 -3 -6 -17 22 27 24 -24 26 -26 -1 -28 -29
right_child=1 2 5 -5 19 6 8 -9 -10 10 17 12 13 16 -16 20 -18 -19 -20 -21 -22 -23 23 -25 25 -27 28 29 -30 -31
leaf_value=0.0019655103722393051 -0.065585445742506757 0.040325196203105138 0.078016890917798024 -0.1002705933506247 -0.0019289930962196303 0.047620437891912171 -0.090905544985455958 0.014249616449628692 0.010070081683960478 0.068785245354100202 -0.015293049595114223 -0.10082451934449972 0.033243798732177136 0.00056869870590571471 0.090413925379660198 -0.015496579609370509 -0.075802762604684368 -0.10071746758722773 -0.10038581610378315 0.0997958993265321 -0.10078077561503485 -0.048053821091562157 -0.073867950030075777 0.092946342129901008 0.026242178561452542 0.079508276358388572 -0.055486779245062616 0.074539127183461493 0.056262201625641162 -0.046924514375057153
leaf_weight=3.4449585462941603 0.036377587196056882 0.0091757558387541849 0.12370646525960183 0.030179216495071159 0.021737272146026498 0.061452940612070961 0.04135407532339741 0.087420504643887398 0.039717479470709804 0.044622525756991993 0.026792883395273748 0.034249840744223548 0.056678684422649894 0.079005765880538092 0.056288692818270647 0.032022711216995958 0.077656909521465423 0.067072962180645845 0.024374456872465089 0.028365480269712862 0.031317285365275893 0.043813961418383118 0.065427439013546862 0.05859021726064384 0.28198999591369756 0.099600854118762072 0.14962975319488692 0.023662544939725194 0.031000329279777361 0.26009230591955645
leaf_count=1416 38 20 43 43 43 20 26 31 24 34 21 20 30 33 14 19 41 42 46 7 21 260 39 10 254 14 141 6 17 127
internal_value=-0.000129342 0.0114397 0.0174335 -0.020329 0.00851126 0.0295883 -0.00303766 0.051613 -0.0414369 -0.00130352 -0.0199119 -0.00705235 -0.0162677 -0.00757006 0.0188368 -0.0147328 -0.0372883 -0.0763341 -0.0619023 0.0556622 -0.0576638 0.000807019 0.00129191 0.0136593 0.00625797 0.0155825 0.00181943 -0.000984205 -0.0363081 -0.0367956
internal_weight=5.46834 0.503861 0.467484 0.113832 0.083653 0.353651 0.142524 0.211127 0.0810716 4.96447 0.505708 0.411842 0.36722 0.33297 0.176307 0.120019 0.156663 0.0938658 0.0335502 0.0501028 0.06334 4.45877 4.41495 0.686239 0.627648 0.562221 0.46262 3.72871 0.18063 0.283755
internal_count=2900 341 303 159 116 144 70 74 50 2559 275 212 178 158 84 70 74 63 66 50 40 2284 2024 475 465 426 412 1549 158 133
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=23 23 23 6 10 17 15 17 17 7 5 9 15 15 17 18 23 2 8 10 15 8 4 14 16 6 21 18 7 22
split_gain=0.00758114 0.0215079 0.0153788 0.015252 0.0119051 0.0105192 0.0187553 0.0167148 0.0374751 0.0176238 0.0252792 0.0233132 0.029912 0.0290805 0.0281663 0.0271899 0.0179747 0.0172464 0.0254216 0.0234412 0.0234992 0.0186168 0.0165725 0.0402128 0.0398971 0.0389384 0.032337 0.0260177 0.0449784 0.0437327
threshold=-0.27223499999999995 -0.54481999999999997 -0.26750999999999997 14.815346158200002 61.944763783650011 168.75790693355003 30.807603489900004 182.28951942140003 183.58889821140002 24.176224535650004 13.809011005350003 195.51131808980003 26.557525034400005 21.724651858600001 177.48499193625003 14.385463547100001 0.091705000000000023 59.615984903700003 8.8430989333000021 62.55235532115001 32.540328261750005 8.7431769115000026 240.32447338110003 255.20937898730003 22.674946976100003 16.515385879350003 2.5883591406000002 13.386548691950003 22.940014114900002 -0.11911999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -3 -1 6 -4 9 -9 11 -11 12 13 15 -13 -7 -14 -10 21 -20 -21 22 27 26 25 -25 -24 29 -29 -19
right_child=2 3 5 -5 -6 7 -8 8 17 10 -12 14 16 -15 -16 -17 -18 18 19 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.061969766768859569 0.06994066453273487 0.017044044955544464 -0.040251374124242095 -0.084450246015363231 -0.036907993145050354 -0.033826980486888376 0.062951608354908026 -0.055431179463769187 -0.043492750301087423 0.03848230961905072 -0.069656463052361242 0.0085782705690990568 -0.065455379618728202 0.081443113174391069 0.096984902184981875 0.087841061871537285 0.0060208102053503285 0.079663730302184044 -0.084946247235455533 -0.057361241524160445 0.034357109577427575 0.03812897562915854 0.0242260206844284 -2.073391829536498e-05 0.05587961147104769 -0.070497995415634881 -0.061028103495090413 -0.082459437185296774 0.0033289251426075108 0.012473676298044399
leaf_weight=0.032904349150214784 0.031666235305465196 0.020065037672225006 0.12874227567165508 0.056493412992608683 0.01933051418541254 0.067167057685878606 0.020399338621473362 0.123911191067961 0.088009273949864908 0.037597808602836125 0.050859384385148587 0.064387693920934908 0.060282337623107196 0.081272698952489009 0.081849119676462578 0.025281102243752684 0.084503739199135453 0.11301242077024654 0.06293397703359449 0.0526431123284965 0.059515975779504515 0.1439759679196867 0.057345195586208653 1.5491042542815945 0.12120148508847695 0.082572106746852003 0.1984761317273751 0.06458885704705597 1.1362732679177083 0.67826311398857786
leaf_count=40 24 46 310 62 20 79 17 70 38 82 36 32 36 41 17 14 17 21 43 24 18 39 31 1036 52 47 87 36 360 125
internal_value=-0.000124661 -0.024095 0.000461612 -0.0578498 0.0253782 4.12699e-05 -0.0261354 0.000809021 -0.0011941 0.0172186 -0.0236932 0.0250056 0.00982942 0.0378064 0.0580597 -0.000555337 -0.0237386 0.000330558 0.00122337 -0.0361001 -0.00869192 0.00280006 0.0015287 -0.00488076 0.000524512 -0.00358728 -0.0419174 0.00799143 -0.00128524 0.02207
internal_weight=5.39463 0.128793 5.26584 0.0765585 0.0522349 5.23417 0.149142 5.08503 4.53183 0.553201 0.0884572 0.464744 0.318507 0.173721 0.146237 0.0924482 0.144786 4.40792 4.31991 0.175093 0.112159 4.14481 4.00084 2.0087 1.75288 1.63168 0.255821 1.99214 1.20086 0.791276
internal_count=2900 168 2732 108 60 2708 327 2381 2027 354 118 236 187 134 49 93 53 1957 1919 85 42 1834 1795 1253 1135 1083 118 542 396 146
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=20 20 20 18 19 21 23 21 23 9 21 23 7 7 23 13 22 22 17 22 17 21 22 16 5 19 9 20 9 9
split_gain=0.00712456 0.0158589 0.015772 0.0247458 0.0171458 0.0151297 0.0202561 0.0166665 0.014204 0.0213574 0.0130583 0.0140322 0.0182532 0.0186228 0.0132449 0.0128449 0.0126361 0.0170106 0.035341 0.0221842 0.0259216 0.0156249 0.0131251 0.0345607 0.0265543 0.0461367 0.0480418 0.0358728 0.0404693 0.0356151
threshold=49.275256100300005 47.833738492450003 46.177190236600005 14.339258036900002 11.950964240300001 20.770927814650005 -0.17732499999999998 3.3208308644500009 -1.0000000180025095e-35 65.407743180450012 20.076345264900002 -0.27223499999999995 23.564264519350004 23.974509389900003 -0.26750999999999997 99.739108181550009 -0.62958999999999998 -0.59309999999999985 194.30849344835002 -0.50001499999999999 205.32027903760002 2.4738339625000005 -0.11600999999999999 12.644970430600003 21.495293572000005 14.451165964200003 205.70977008025002 40.337496327150006 194.46727572990002 59.469124515800011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 -5 6 -2 -8 9 -3 11 12 -1 -14 -13 -10 -16 18 -18 20 -19 -20 24 -24 27 26 29 28 -21 -26
right_child=5 8 3 4 -6 -7 7 -9 15 -11 -12 14 13 -15 16 -17 17 19 21 22 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.080385111583206367 0.033121765950556221 -0.04910672205278957 -0.10042047053605026 -0.057930919667559193 0.087307403827883046 0.046759180341840484 0.049599723500447737 -0.10039301828662264 0.010573165563162757 0.049391330647003205 0.044597759666751238 0.066192736648457762 0.094631804778388548 -0.045797082408896177 -0.04521167577586914 0.088064608655456567 0.079600653999785831 -0.080918122300609477 -0.10049222165874339 0.052707493608433853 0.025555986101848782 0.027348447429029168 -0.08311418990156505 -0.00080637876837099775 0.061741658763736211 0.044371098895207503 0.05716365013998545 0.049509217092462615 -0.038955718556233372 -0.092860835528126726
leaf_weight=0.049441168478039255 0.023012039842114973 0.043087706757660271 0.039403260361495884 0.015672109841773363 0.016885982127860188 0.02231897780802683 0.0087223585906029966 0.049162848880342835 0.035148365999361775 0.04500899589038454 0.064906553183845861 0.030198121045826976 0.015852535700105364 0.023358082531601099 0.061681808888350953 0.054648435267154127 0.073296828026399363 0.0701821828724708 0.01985462105960778 0.076106505421484338 0.033914292446070249 0.018439455853012987 0.051725958853714338 3.7128082411521532 0.017141454271040857 0.089918355821282603 0.036430102089070715 0.28158667931168679 0.13119447437364329 0.11397713446564239
leaf_count=95 29 32 53 42 4 18 4 168 38 17 34 23 5 39 36 13 30 78 27 90 43 18 253 1329 7 26 12 141 68 128
internal_value=-0.000114346 0.000399907 -0.000635038 -0.0471159 0.0173957 -0.0261312 -0.0462411 -0.0777916 0.0297447 0.00121637 3.76918e-05 -0.000551706 -0.0399756 0.0109772 0.00017363 0.0577328 -0.000242733 0.000344112 0.0389237 -0.000588747 -0.0462292 -0.0389341 0.000464484 -0.00193732 0.0125789 -0.013413 -0.0444241 0.0262673 -0.00530336 -0.0726493
internal_weight=5.32509 5.22187 5.04398 0.0719614 0.0325581 0.103216 0.0808972 0.0578852 0.177894 0.0880967 4.97201 4.90711 0.0886518 0.0392106 4.81846 0.0897968 4.78826 4.72658 0.111591 4.61499 0.104096 0.0382941 4.51089 3.76453 0.746355 0.257467 0.167549 0.488888 0.207301 0.131119
internal_count=2900 2681 2581 99 46 219 201 172 100 49 2482 2448 139 44 2309 51 2286 2250 75 2175 121 45 2054 1582 472 173 147 299 158 135
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=22 22 21 23 23 22 23 7 21 9 17 17 9 4 20 22 16 23 17 21 7 21 22 0 9 20 22 19 20 22
split_gain=0.00727425 0.0403939 0.0499657 0.0281249 0.0505793 0.0477125 0.0568547 0.0521435 0.0436712 0.0361589 0.0360537 0.0371433 0.0348355 0.0426589 0.0345439 0.0313721 0.0289729 0.0289115 0.0286719 0.0280441 0.0266133 0.0317321 0.0315785 0.0251812 0.0250994 0.0224282 0.0331781 0.044215 0.0290262 0.028152
threshold=-0.062629999999999991 -0.054494999999999995 7.4080080539000006 0.084795000000000023 0.070195000000000021 -0.036264999999999999 0.094415000000000013 23.9444576715 0.39820604590000008 208.47660979520001 201.18214207610001 196.65693750130004 188.99238851175002 195.32149859550003 36.514114975300011 0.098830000000000015 22.654947022900004 -0.064204999999999998 204.43529195140005 6.9100674136500011 24.325858835450003 6.9100674136500011 0.049235000000000008 90.837623311600012 199.02473417820002 41.134354310300004 -0.090694999999999998 13.251069136700002 41.21013581150001 -0.094344999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 4 9 -5 7 16 -9 14 11 12 -8 -14 -3 -6 -7 -16 -12 -17 -10 22 -22 -20 -15 26 29 -28 -27 -1
right_child=1 3 -4 5 15 6 10 8 20 -11 18 -13 13 24 17 19 -18 -19 23 -21 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0076284382741341446 0.00024692643601694565 0.059599915186699708 0.092900510520868576 -0.061120997464185325 0.068738801413298148 -0.097184074708340881 0.063877843862167882 -0.10068376760670568 0.085490492578061877 -0.10048822490532919 -0.082014723937193557 0.070640051779513172 -0.1013257509014141 -0.024063030407709976 -0.0017257737112190124 -0.080028632798270327 -0.017181908781177119 -0.10121509825532343 0.08549802942890089 0.067494016813933383 -0.048382607560039842 -0.10066446948354857 0.069572371562398289 -0.035906204143934937 0.055930380789669422 0.077189084395525173 -0.091668119410811572 -0.017034012827390109 0.0016301719869975485 0.059413401822785407
leaf_weight=0.79975179146766351 0.12413990517387707 0.084139394981960325 0.10958038870558084 0.15762859738453017 0.20198017224154796 0.12321873364503211 0.08533874317555501 0.033181732337311587 0.050676045473664999 0.036898547456985398 0.056096199145940773 0.15861249306569292 0.04251598405767254 0.088352875429336564 0.24835703329102898 0.030553233517585099 0.071555527209284264 0.033102213211805065 0.028901571728056297 0.022285164324124196 0.036334053199823302 0.025206322106789969 0.060469726812925728 0.041786054133865491 0.070540713232730923 0.052226937954856001 0.10849168195697012 0.29578709908309975 1.9167576153024652 0.067957283331267604
leaf_count=577 32 51 23 57 86 86 37 36 9 25 20 33 23 27 197 37 25 17 7 33 28 36 33 38 34 13 101 87 1070 22
internal_value=-0.000115585 0.0045921 0.0436878 -0.000519108 0.0159294 -0.0100836 -0.0018136 -0.0307037 0.0043871 -0.00614221 0.0184166 0.0318102 0.0103318 -0.0123561 0.0033798 0.0507924 -0.0677931 -0.0134266 -0.0286319 -0.0178094 0.0245765 -0.000723669 0.0252995 0.0137315 0.01145 -0.00305185 -0.0134018 -0.0370627 0.00363436 -0.00237785
internal_weight=5.26242 2.02145 0.23372 1.78773 0.657316 1.13042 0.972787 0.400642 0.205868 0.402497 0.572145 0.445361 0.286748 0.20141 0.365599 0.254819 0.194774 0.281459 0.126784 0.0528384 0.172686 0.12201 0.0968038 0.0706876 0.158894 3.24097 1.27199 0.404279 1.96898 0.867709
internal_count=2900 1030 55 975 446 529 472 253 142 290 219 154 121 84 265 156 111 214 65 70 106 97 61 45 61 1870 787 188 1083 599
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=21 21 4 12 14 22 20 22 8 21 17 22 17 16 16 9 9 15 23 22 23 22 12 2 6 10 7 17 16 20
split_gain=0.00722079 0.0221353 0.0285502 0.0311925 0.0312113 0.0284737 0.031969 0.0214108 0.0273169 0.0211658 0.0244348 0.0184486 0.020167 0.0172868 0.0247764 0.0183683 0.0489591 0.0365959 0.0444443 0.0351366 0.0386385 0.0524502 0.0489892 0.0563809 0.0248908 0.0228455 0.0284883 0.0219461 0.0201584 0.0269553
threshold=2.9845679401500003 4.3636502323000004 169.78633280640003 147.29495425805001 300.26608985595004 -0.11600999999999999 39.893178577750007 -0.053019999999999991 8.2435668022500028 2.1194692063500002 209.18283600905002 -0.057185 194.76181357870004 22.634947069650003 22.614947116400003 201.97224908750002 200.80358209610003 35.885292828950007 0.082975000000000021 -0.24103499999999997 0.083185000000000023 -0.095019999999999993 157.43006017245003 168.00535644525004 14.475338213950002 73.365333921800001 23.564264519350004 189.90635174060003 17.654958715000003 42.027086531450003
decision_type=2 2 2 2 2 2 2 2 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 5 -5 -4 -7 8 -6 13 11 12 -11 14 15 16 19 18 -17 -1 24 27 -23 -24 25 -21 -27 -22 29 -20
right_child=1 -3 3 4 7 6 -8 -9 -10 10 -12 -13 -14 -15 -16 17 -18 -19 28 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.078057838224323897 -0.067384353433218511 0.0006201947478038255 0.070773385075595205 -0.069763004655056221 0.026964303483231051 0.050896996481313142 -0.059060225411217748 0.057740420154650023 -0.10083521254136114 -0.0074271453569783102 -0.043745557860759746 0.075704695650411852 0.062065653470113093 0.026055964619510832 -0.074287822861637626 -0.069642638597998449 0.092975541840012471 -0.093341172397801125 -0.062092219333439669 -0.10043766659145932 0.086327700409483038 -0.070047246423894802 0.090593630797393118 -0.0965750121939003 0.055122201796805631 0.074204381724495311 -0.049055205830337067 -0.012686782226886038 0.037833883598375397 0.082034578638043198
leaf_weight=0.053789047404858459 0.10850874139981703 2.9860088213966591 0.071115081677817216 0.11848535508639202 0.036459615768734466 0.04711667313495127 0.060255931316248734 0.044474480770759328 0.03090031422652828 0.10343030581779544 0.040130941023221567 0.093665051038897107 0.07003779577644309 0.21351544695608016 0.049302178027573862 0.08108806303334859 0.061075469458273801 0.057669622159664868 0.053382461922225843 0.020782478301271223 0.056469263211042175 0.17181711196242588 0.048165692849305941 0.024170360272979252 0.18451918404775824 0.041084952807949549 0.034494005360080848 0.037086855948114561 0.14903629607761104 0.017143797174597353
leaf_count=85 32 1648 24 74 39 14 33 26 18 45 31 46 28 76 14 52 17 33 90 18 29 73 18 38 102 22 91 28 48 8
internal_value=-0.000113163 -0.00268834 -0.0217856 -0.00968238 -0.033999 0.0216957 -0.0108094 0.00389186 -0.0316617 0.0053155 0.0290111 0.0399413 0.0206306 -5.94129e-05 -0.00494606 -0.00181473 0.00725128 -0.0203722 -0.00637556 -0.000535469 0.00620543 -0.0165874 -0.0409827 0.0280531 0.0336098 -0.00758364 0.0179491 0.0470771 0.01699 -0.0270573
internal_weight=5.16518 3.50333 0.517316 0.408807 0.23032 0.178488 0.107373 0.111834 0.0673599 1.66186 0.307264 0.267133 0.173468 1.35459 1.14108 1.09177 0.733454 0.35832 0.300651 0.672379 0.61859 0.337709 0.244153 0.0723361 0.280881 0.0963614 0.075579 0.0935561 0.219563 0.0705263
internal_count=2900 1908 260 228 157 71 47 83 57 992 150 119 73 842 766 752 521 231 198 504 419 186 129 56 233 131 113 57 146 98
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=18 10 2 10 2 6 6 6 17 6 20 10 6 0 22 10 23 16 7 23 17 19 18 20 5 10 0 3 22 15
split_gain=0.00759578 0.0224643 0.0140948 0.0145957 0.0249594 0.0127316 0.0443497 0.0196527 0.023997 0.0254078 0.023476 0.0195229 0.0181457 0.0176512 0.0175957 0.0277255 0.0277549 0.0253602 0.0206313 0.0205338 0.0201954 0.0162413 0.0145899 0.0140936 0.0189745 0.0136909 0.0207714 0.0399773 0.0419655 0.0585061
threshold=17.327266398450003 90.988176966900014 330.71431012540006 83.715897724050009 205.16057895720004 13.665319288000001 13.775321858200002 12.26528657645 201.37020668845003 11.495268585100002 34.542090938800008 73.365333921800001 13.400313096150002 97.835679825150024 -0.59681499999999998 80.468240302450013 -0.21013499999999999 14.184966829400002 24.373474566200006 0.082620000000000013 174.84606933240002 10.550851274900003 16.083212871900006 47.833738492450003 16.579584939650001 75.465019721650009 94.047642319350018 84.968719212850019 -0.054494999999999995 28.321365561200004
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 14 -10 -9 12 -12 25 -1 16 20 18 -17 -18 -16 22 -20 24 -21 26 -8 28 29 -28
right_child=1 -3 -4 4 -6 6 13 10 9 -11 11 -13 -14 -15 15 17 19 -19 21 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.066700423664443106 0.064364495929409002 -0.067881103493930769 -0.034855887070133346 -0.10022218576878975 0.044419616953188662 0.068474390131555873 0.0022683352245688299 0.052366696594658903 -0.090600184282921672 0.014729757296326782 -0.055418587171977424 -0.089087210197626956 0.0627950560660923 -0.058265734426574102 0.099457084271853985 0.056958005984322581 -0.090583926924914182 0.082502220351987579 -0.10024182746080641 -0.10032022867813464 -0.019800269765208121 -0.078656732596693146 0.06642309538391146 0.021294379700878108 0.037138980182362502 0.036081934748941766 -0.090784664604821749 -0.072389957791689871 0.03190759596996727 0.0076595510464045544
leaf_weight=0.043219871666309473 0.10307051016570756 0.026513533812286383 0.02812249782220988 0.016995238156084724 0.040030049729011807 0.09557978794327926 3.3944147317855884 0.021958816721962648 0.058208747220440671 0.037756094396172557 0.036416600241182095 0.084913858689105837 0.020180537350825034 0.052105677526924299 0.026392889062663016 0.039852495265989774 0.06246515314330725 0.059380873192367289 0.0070838635644747674 0.031247851578655172 0.030736509213511454 0.036293637669842838 0.020316615172099262 0.048000974012211373 0.014797485485360085 0.10423869283118836 0.099985464199562557 0.11079125244921784 0.17949650008813467 0.152367610768124
leaf_count=25 43 301 33 55 41 33 1230 19 133 32 54 97 14 34 13 33 128 33 28 58 37 79 47 20 14 30 38 73 40 85
internal_value=-0.000109469 0.0182968 0.0304363 0.0419055 0.00131204 -0.000921351 0.0011379 -0.0136214 -0.004045 -0.0491595 -0.0438353 -0.0587633 -0.0132678 -0.000434388 0.00626831 -0.000667663 -0.0243635 0.0304039 0.000527036 -0.0461399 0.0352948 -0.034781 0.0233351 -0.0166203 -0.0561453 0.00031125 -0.000635826 -0.0188024 -0.00505449 -0.0313453
internal_weight=5.08293 0.214732 0.188218 0.160096 0.0570253 4.8682 4.18898 0.679223 0.515753 0.0959648 0.16347 0.141511 0.0565971 4.0934 0.419788 0.376568 0.213641 0.162927 0.103547 0.156511 0.0571294 0.0636941 0.0274005 0.0940463 0.0460453 4.04129 3.93706 0.542641 0.43185 0.252353
internal_count=2900 473 172 139 96 2427 1563 864 680 165 184 165 68 1530 515 490 270 220 187 220 50 154 75 92 72 1496 1466 236 163 123
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=22 23 9 16 16 7 5 10 10 20 20 21 12 2 22 21 12 20 18 20 8 14 9 21 21 17 22 22 20 8
split_gain=0.00752584 0.00900142 0.00854098 0.0104954 0.00941004 0.0195327 0.0141583 0.0108874 0.0103171 0.00914891 0.0322535 0.0262961 0.0300703 0.0359047 0.0326596 0.0294935 0.0258184 0.0283791 0.0266056 0.0375513 0.0265115 0.0215897 0.0214722 0.039956 0.0343333 0.0276421 0.0236806 0.0829258 0.0382271 0.0340237
threshold=0.68694500000000025 -0.16319499999999998 26.901933640100001 14.184966829400002 9.6249774926000011 25.762580120700004 8.2154532140000018 90.988176966900014 104.14280259920001 43.19689381845 43.061965423550006 6.655069997600001 197.02116758845003 128.59294673040003 -0.11420499999999999 6.338788634150001 264.91471492190004 42.508878681700004 14.117867417450002 39.893178577750007 6.0452823216500002 322.14344873355009 187.70546222865002 9.6192228234500021 15.031613344500002 187.45953903175004 -0.081474999999999992 -0.085249999999999992 34.542090938800008 8.9430209551500024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 -6 -7 -9 10 16 15 13 14 -13 -11 20 18 -18 -20 -8 22 23 25 -25 -22 27 28 -24 -28
right_child=1 -3 4 -5 6 7 9 8 -10 11 -12 12 -14 -15 -16 -17 17 -19 19 -21 21 -23 26 24 -26 -27 29 -29 -30 -31
leaf_value=-0.10014783312307174 0.075118296734628873 -0.0020736415418587156 -0.05924972078907801 0.046122339139774537 -0.0531356047037305 0.074773279780136023 -0.070923997414006387 -0.10005915267197676 0.084990286590892999 0.015730882336780751 -0.059013723802842845 0.04665170874981129 0.018899262581128187 -0.088511489828035014 -0.051867161938314865 0.089075485963318157 -0.052658840388375795 -0.081786900203331292 -0.058767927192881278 0.037243545475038303 0.011660315408016564 0.053321010132265201 0.076851124226470349 -0.056262749484759469 0.032844477094028712 0.075316304947963014 0.0094176213829110546 -0.094796548035750855 -0.0080223945782077061 -0.057263039155013788
leaf_weight=0.017655236883353242 0.02901549318630714 0.03151412145228949 0.018522522104447492 0.0067930137987204367 0.051231732252133955 0.057309797344274216 0.049359038964781443 0.0077067132610242339 0.0049467662059399231 0.28614760324410315 0.097557515569803743 0.067030007263383595 0.21980886982021275 0.076750422740133217 0.067568118171038805 0.067820993198324686 0.10611235406713593 0.072759906883220538 0.057370514750800794 0.14049385221619559 0.12711506586219989 0.082842612345302657 0.055781660960746993 0.094337619237194303 0.079831896378891543 0.14722736556700511 1.6167021952128373 0.1099787308282324 1.0905612797534443 0.080323035292508282
leaf_count=157 8 36 58 27 207 47 216 118 27 152 63 31 162 78 35 17 67 40 59 90 38 45 21 25 18 45 477 49 430 57
internal_value=-0.000118491 0.0349291 -0.000546399 -0.0595063 -0.000254202 0.0320626 -0.00084445 0.0562372 -0.0277157 -0.000285573 -0.00221908 0.00958569 -0.00699645 -0.0339288 -0.00280466 0.0297838 -0.000802298 -0.025688 -0.0122602 0.00940514 0.00185056 0.00288138 0.00165306 0.0220399 -0.0154198 0.0458217 -0.001443 -0.0118502 -0.0038924 0.00626151
internal_weight=5.01818 0.0605296 4.95765 0.0244483 4.9332 0.0884858 4.84471 0.0699633 0.0126535 4.79348 4.00835 0.785126 0.431157 0.211349 0.134598 0.353969 3.9108 0.376737 0.303977 0.197864 3.53406 3.4847 3.40186 0.448512 0.17417 0.274342 2.95335 1.25632 1.14634 1.69703
internal_count=2900 44 2856 184 2672 250 2422 192 145 2215 1740 475 306 144 66 169 1677 256 216 149 1421 1205 1160 126 43 83 1034 500 451 534
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=22 6 0 6 5 15 12 5 21 23 0 6 2 5 22 22 21 22 21 3 6 5 21 8 20 8 20 21 15 18
split_gain=0.00629836 0.00814136 0.0314214 0.0578807 0.0509063 0.026529 0.0269378 0.0495531 0.0294467 0.0323474 0.0220363 0.0307453 0.0397703 0.052406 0.0345523 0.033744 0.0592314 0.0330066 0.032734 0.0319237 0.0366499 0.0310806 0.0303195 0.0319148 0.02835 0.0310082 0.0509673 0.0276467 0.0298762 0.0339033
threshold=0.68694500000000025 14.835346625500001 93.262612545250008 15.135353635100001 18.613387752550004 37.128521979500007 129.90914191640005 17.671168838450004 6.9984086918000008 0.076080000000000023 86.530713386650021 16.375382608200002 116.16618105335002 21.746930049350002 -0.10282499999999999 -0.01762 1.9498618639500001 -0.067574999999999996 12.567475366050003 93.883646373400012 16.555386813950005 24.779543538450003 10.517782413700003 8.6432548896500023 40.532725462000009 8.3434888241000014 42.564639561200003 7.362244800500001 37.261389050600009 13.832542267500001
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 7 8 9 -1 11 14 17 -14 18 16 -15 19 -5 -13 -21 -17 23 -19 -18 26 -26 -12 29 -29
right_child=-2 2 4 10 -6 -7 -8 -9 -10 -11 27 12 13 15 -16 21 24 22 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.04366964183465967 0.032365040232401728 -0.066293622694345314 0.061725842797418023 -0.066817083865131396 -0.032383448855285706 -0.057765541105532885 0.005817635116623897 -0.10070063344692499 -0.067736848670766028 0.022991303293693723 0.0021087244383215689 0.057908182928355992 -0.07949013160595636 0.048752117939933691 -0.085430794132797278 0.058028850492298993 -0.092624882987021595 0.057706522744636779 0.073131312941081675 -0.058651151648909078 0.036120130437799526 -0.052145462470769621 -0.077441484395507146 -0.040590023952559846 0.072408548754485533 -0.045686582635788703 -0.04238483445390244 0.043567749483773989 0.059973185442682903 -0.042101216867700242
leaf_weight=0.10477730201807833 0.058975700930602559 0.12842903943578754 0.19835588596470177 0.031167886523661537 0.080930220581649337 0.094243484482376405 1.0597115635535699 0.069640410031297506 0.071900591826874916 0.23847569809851343 0.84445177183442843 0.24208781474226271 0.10938368842471391 0.11102587072787229 0.095164653954271095 0.12589914709678796 0.0673469023583948 0.068226059804430639 0.0360384235100355 0.063708130044688005 0.11350854523357157 0.032142321137712315 0.056417262700847459 0.064029102739254995 0.073790204281294791 0.22871144886539696 0.081281612155862604 0.10259622012381442 0.21012778489966877 0.084030706100747921
leaf_count=40 44 40 45 38 29 67 1287 46 71 152 207 42 24 77 44 39 39 36 6 17 69 82 11 36 31 113 91 19 34 24
internal_value=-0.000119204 -0.000511172 0.00238745 -0.000628512 0.0344553 -0.00625775 -0.00311482 -0.0226403 -0.00954596 0.00264318 0.00233978 -0.00541725 -0.000758381 -0.0149974 -0.0466648 -0.00520226 -0.0166793 0.0186707 0.00822824 0.0343003 0.00205053 0.0356217 -0.0160643 0.0101179 -0.0327824 -0.0222811 0.0122391 0.0123387 0.0341121 0.00499441
internal_weight=4.94658 4.8876 3.24885 2.96956 0.279286 1.63875 1.54451 0.484794 0.415154 0.343253 2.84114 1.59993 1.43756 0.829581 0.162371 0.720198 0.562156 0.607977 0.0672063 0.419304 0.177217 0.158041 0.188672 0.132255 0.45113 0.383783 0.155072 1.24121 0.396755 0.186627
internal_count=2900 2856 1193 1119 74 1663 1596 309 263 192 1079 795 707 496 88 472 351 211 44 128 86 121 83 72 274 235 122 284 77 43
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=9 22 23 7 23 20 21 2 22 9 20 6 6 22 6 21 20 22 23 15 13 0 0 15 6 9 9 13 9 17
split_gain=0.0060216 0.0160083 0.033814 0.0184379 0.0179103 0.0127282 0.013361 0.0125142 0.0170734 0.0113557 0.0197962 0.0165227 0.0320137 0.0314048 0.0241617 0.0218287 0.018537 0.0152409 0.0113761 0.00954467 0.0413762 0.0672383 0.0380194 0.0370275 0.0311286 0.0259138 0.0276507 0.0253803 0.0247145 0.0244094
threshold=215.80505313260002 -0.0086649999999999991 0.091545000000000029 26.153845577000002 0.094625000000000029 41.590548329450009 9.0990081631500015 357.36576196840008 -0.037524999999999996 207.37918994975004 42.599563320500003 14.925348728400001 16.355382140900002 -0.058529999999999992 13.775321858200002 4.9552152050000009 39.646013290900008 -0.16717499999999999 0.087405000000000024 28.566186095050004 109.57886493895002 95.762878606550018 93.442739239950015 28.321365561200004 15.135353635100001 204.88165762580005 202.37225149245003 117.41840884735002 201.2906445504 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=7 3 -3 -2 5 -5 -7 9 -9 19 11 13 15 14 17 -13 -15 -11 -12 23 21 -21 24 -1 -22 26 28 -27 -26 -28
right_child=1 2 -4 4 -6 6 -8 8 -10 10 18 12 -14 16 -16 -17 -18 -19 -20 20 22 -23 -24 -25 25 27 29 -29 -30 -31
leaf_value=0.0041695063884320495 0.043130433323066625 -0.080602426967989027 0.044601660196146094 0.042949238267735779 -0.10030653159617611 -0.10027434552629258 0.021671907523196674 -0.10048684830398516 0.017178757511677845 0.060630264814451398 -0.026866471090826096 0.090570042455925398 -0.032309631162262042 -0.029130694892369531 -0.10058323968041744 0.004780773756805929 0.054676681958852738 -0.061454831115084665 -0.1006535343740903 -0.077093007426374635 -0.045405144977111664 0.047681387767956204 0.07270326396697778 0.077433053682197023 -0.00049188215516813769 0.082315453646114617 -0.0077605699163985674 0.0038411219268238285 0.045175823884261945 -0.090184944654966293
leaf_weight=1.155092628866113 0.17899836111246259 0.048759552970466191 0.038683411134456946 0.04817120418573495 0.018108650487391742 0.016942551766760516 0.019128749770970899 0.029105359324432811 0.021397655303871832 0.019642481784558186 0.048496923122911539 0.059994445735355839 0.084759131104874541 0.05188880357633241 0.066379896091348201 0.058657943536672974 0.053711004983142629 0.021329122603106043 0.036711362293601724 0.16108854881622425 0.1454118559049683 0.05900866936045901 0.07298768420878321 0.073365572519833111 1.8235622722280602 0.077172574394353322 0.085395408711803955 0.088450280331926479 0.12674011176568445 0.062025698134675622
leaf_count=1384 83 43 30 54 33 39 15 59 24 19 29 22 47 35 43 18 28 40 29 116 29 27 14 17 507 15 37 29 24 11
internal_value=-0.000125141 0.0121576 -0.0252141 0.0237727 -0.0100814 0.00931323 -0.0356058 -0.00113572 -0.050633 -0.000571676 -0.0147414 -0.00575406 0.0146284 -0.0252235 -0.0633112 0.0481586 0.0134961 -0.00292517 -0.0586571 0.00123661 -0.00208629 -0.0436406 0.00159902 0.00854493 -0.000555511 0.00232592 -0.000680686 0.0404065 0.00247583 -0.0424397
internal_weight=4.85117 0.368792 0.087443 0.28135 0.102351 0.0842425 0.0360713 4.48238 0.050503 4.43187 0.501571 0.416363 0.203412 0.212951 0.107352 0.118652 0.1056 0.0409716 0.0852083 3.9303 2.70184 0.220097 2.48175 1.22846 2.40876 2.26335 2.09772 0.165623 1.9503 0.147421
internal_count=2900 297 73 224 141 108 54 2603 83 2520 310 252 87 165 102 40 63 59 58 2210 809 143 666 1401 652 623 579 44 531 48
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=20 15 20 16 23 22 22 22 23 22 9 17 6 8 18 13 21 23 4 8 22 15 20 22 8 6 9 17 2 22
split_gain=0.0058363 0.0175325 0.00841963 0.0269299 0.0151668 0.00702056 0.00771569 0.0323973 0.0267367 0.0418153 0.0225057 0.0212216 0.0258214 0.0363338 0.0230609 0.0168383 0.0146318 0.0302784 0.0239253 0.0245628 0.0196276 0.0378034 0.0200352 0.0149294 0.0132005 0.0165883 0.0187078 0.0147094 0.0303262 0.0281586
threshold=32.785955158400007 36.282341310300005 34.997818021800008 18.934955721800005 0.094415000000000013 0.68694500000000025 0.090855000000000033 0.06041500000000001 0.094415000000000013 0.20327000000000003 202.13708171315002 209.83020864525002 15.265356672600001 8.543332867800002 15.830953678100002 98.238948544700023 1.0000000180025095e-35 0.083415000000000031 195.32149859550003 8.4434108459500017 1.0000000180025095e-35 32.393814985100008 40.621691032550004 -0.23557500000000001 9.3427090425500019 16.635388683200002 191.62448690950001 204.13511856875002 309.73785348360008 -0.069554999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 11 10 -10 12 14 -14 -8 -16 17 23 -19 -20 24 -22 -23 -4 25 27 -27 -18 29 -29
right_child=2 -3 5 -5 -6 -7 8 -9 9 -11 -12 -13 13 -15 15 -17 20 18 19 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.079824074753159779 -0.080439451708368442 0.050093576583052468 -0.014346782782777205 0.059166973072122347 0.022104255397236656 0.034699284825389039 -0.10058683425315301 0.063528038063169243 -0.057073912107182413 0.067210730306771813 0.024916732594689069 0.060093379710849618 0.057999492850956437 -0.060374474711397924 -0.071347710002593406 0.062465138344200304 0.0017647219904582071 0.038823070032038241 -0.07596581745499334 0.018839900954653224 -0.10071892426755971 0.045224025588193176 -0.041886205894111038 0.06818503644241504 0.040467513228109903 0.0049731180324649885 -0.087344764694187754 -0.015911912922111377 0.032303859545522527 -0.083752758485090881
leaf_weight=0.030442215373655546 0.028738611439507511 0.01576758676674217 0.026807526925608727 0.0868378230225062 0.028956957208983169 0.055879382882267126 0.091933686994252528 0.079825870174431546 0.078099963565335884 0.085569932235443957 0.058596146528543613 0.021485271390588423 0.047367125862365356 0.05729315972303084 0.019776289737961861 0.017929270281456411 2.8917257701920764 0.067942897821922088 0.06540002426510938 0.046944105724833207 0.058727866488084035 0.050094514299416915 0.055828534541433328 0.12016670745754288 0.074986906188541869 0.040778201734496977 0.047543065877562185 0.26000773270737909 0.093973389674410157 0.080009787488961481
leaf_count=164 57 4 24 25 26 39 110 32 22 41 26 24 17 32 55 7 1297 28 71 17 139 13 32 86 45 77 32 230 91 37
internal_value=-0.000127207 -0.0354939 0.000217636 0.0239826 -0.0289736 -0.000529928 -0.000963651 0.000451 -0.0129803 0.0123895 -0.0219278 -0.0350256 -0.043748 -0.00680081 -0.0735762 -0.00771872 -0.000813822 0.0194431 -0.0080205 -0.0363503 -0.00262824 -0.0363677 -0.000688895 0.0531316 -0.00103604 -0.00194764 -0.0447213 -0.000811694 -0.0179786 -0.0318756
internal_weight=4.78544 0.0462098 4.73923 0.144533 0.0576956 4.59469 4.53881 4.06076 0.478051 0.222266 0.136696 0.255785 0.2343 0.10466 0.129639 0.0377056 3.98094 0.327261 0.180287 0.112344 3.65368 0.164651 0.105923 0.146974 3.48902 3.41404 0.0883213 3.32572 0.433991 0.340018
internal_count=2900 168 2732 108 83 2624 2585 2251 334 89 48 245 221 49 172 62 2219 226 116 88 1993 184 45 110 1809 1764 109 1655 358 267
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=22 22 9 0 16 22 6 22 5 23 10 23 5 23 9 20 15 10 17 22 21 13 21 20 21 20 20 15 15 4
split_gain=0.00582503 0.0381298 0.0265625 0.025365 0.0453406 0.0418833 0.0348726 0.034339 0.0257453 0.0358976 0.0326326 0.0423319 0.0426482 0.0283371 0.0295576 0.0322666 0.032482 0.0271845 0.029094 0.0262016 0.0240977 0.0337477 0.0333077 0.0268292 0.0231126 0.0199378 0.0264762 0.0232652 0.0240285 0.0466447
threshold=-0.062629999999999991 -0.053019999999999991 194.04304600165003 86.345209775600011 22.604947139800004 -0.01762 16.445384243750002 -0.019444999999999997 22.382291025900006 0.11467000000000002 62.132955852800002 0.084795000000000023 18.895511665650005 0.076080000000000023 203.64522440670001 36.514114975300011 28.129673635100001 69.563854125350005 193.40041255380001 0.072320000000000023 16.027392061700002 117.64961624655002 5.2269517379000012 40.922041107600009 5.0287037994000015 40.21994457600001 40.08085804200001 14.069954549750003 29.712811603950005 264.79423843360001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 5 6 24 8 -6 9 10 -5 13 17 14 15 -12 -17 -13 -19 -15 21 23 -23 -7 -3 26 27 -1 -29 -30
right_child=1 3 -4 4 7 20 -8 -9 -10 -11 11 12 -14 19 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.079821226320186373 -0.0020177423677417146 -0.011244099525185175 0.065628715697200121 0.10033161628278874 0.1002053562735532 0.013599311616303256 -0.090145514635061333 0.011553145475629495 -0.063470410913291406 0.064560419924301643 0.074877837939558198 -0.10065114917516611 -0.076059849458883028 0.080001539746757583 -0.077351329323631479 0.012704609648700647 -0.093685509229399236 -0.053411960511844506 0.03251979113499405 -0.023246812882348079 0.090447611586930668 -0.021815264626904425 0.092394243083380123 -0.10078805681322463 -0.10086480218644996 0.0023493095787221452 -0.10096945227592435 -0.041022907711819719 0.011571390178648085 -0.061208190378683719
leaf_weight=0.026617570447019623 0.092008426160049228 0.043473773257119319 0.15726061342684261 0.030314100440591352 0.080830751641769893 0.03319512744565134 0.043708285797038116 0.09509667018573964 0.057739578163591432 0.092044932738840401 0.06097936196475473 0.025780780522836722 0.13109728318977432 0.099572123356864495 0.043585004465967359 0.13586915366596486 0.036381488520419225 0.054616401937288117 0.14141938416807598 0.032634442331399782 0.026675305389744608 0.059300586444123837 0.044846352592230687 0.053634777495432218 0.085116346482209337 2.1196233322145304 0.034987077806732714 0.24764804092097137 0.42826918937498704 0.11085502801552138
leaf_count=112 27 21 39 4 23 22 19 30 24 43 45 16 42 44 34 111 10 97 111 54 13 33 19 99 50 1221 19 315 125 78
internal_value=-0.000134392 0.00442875 0.0406595 -0.00156047 0.00552026 -0.0253169 -0.00282591 0.0522849 0.00122553 0.00544982 -0.00141775 -0.00546592 -0.0308414 0.0164286 -0.0017615 0.0123644 -0.00976631 -0.00411649 0.00857884 0.0545153 0.00141644 -0.0110193 0.0273641 -0.0570577 -0.0705658 -0.00283596 -0.0157911 -0.0121272 -0.015238 -0.00339359
internal_weight=4.72518 1.75718 0.249269 1.50791 1.16167 0.346242 0.985742 0.175927 0.942034 0.884294 0.79225 0.761935 0.352914 0.409022 0.276815 0.23323 0.172251 0.221817 0.196036 0.132207 0.217652 0.190977 0.104147 0.0868299 0.12859 2.968 0.848377 0.81339 0.786772 0.539124
internal_count=2900 1030 66 964 707 257 654 53 635 611 568 564 266 298 200 166 121 224 208 98 186 173 52 121 71 1870 649 630 518 203
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=12 21 21 13 23 18 14 7 6 20 12 17 7 6 9 13 22 14 23 21 7 0 5 23 3 4 7 23 16 20
split_gain=0.00572333 0.0142807 0.0156274 0.0176781 0.0140681 0.0108502 0.00911641 0.025782 0.056951 0.0302504 0.0267257 0.0399841 0.0356276 0.0359102 0.0284302 0.0333979 0.0308526 0.0230132 0.019808 0.0188272 0.016259 0.0156364 0.0428713 0.0285451 0.0257171 0.0252026 0.0234187 0.0276722 0.0251306 0.0318441
threshold=92.695913642950003 5.9038172716500013 0.89219292875000011 110.04934511175001 0.080960000000000018 14.777583298400002 202.65261526855002 24.355397875400005 14.055328400500002 38.592454371550012 121.97235442175001 191.06791329340004 22.620341628000002 16.525386113000007 188.78154115175002 117.56358558635002 -0.088099999999999998 204.50376127325003 0.094165000000000013 5.4921205192500002 24.815630185550003 86.530713386650021 21.746930049350002 0.11614000000000002 93.017962855400015 248.34582299520005 23.124786352450005 0.10045500000000003 22.624947093000003 48.008184682100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 7 9 20 18 11 14 13 -12 15 -11 -16 -8 -2 -13 -9 22 -19 25 -23 26 27 28 29 -24
right_child=6 -3 4 -5 -6 -7 17 8 -10 10 12 19 -14 -15 16 -17 -18 21 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.065068367135022495 0.079144610000427121 0.02892885955492603 -0.017295440899931309 0.035648426548139815 -0.074952946810344298 0.0096544308500356047 -0.064433347111611389 -0.042908941266203503 -0.07749263115842514 -0.065848892601372264 -0.10116723436258042 -0.018040330384066487 0.055079459965253708 0.032499410249582243 -0.00037627856798877718 0.020304170379233377 0.083585417431138523 -0.069282740982252164 0.018539579890281533 -0.088992261512058274 0.048811766877244221 0.0026296980729263991 -0.1008168476178854 -0.072709384195650886 0.099661812931112745 -0.011767591222816474 0.10017066471206676 0.066446984927132857 0.030766580547203728 0.050345285842059932
leaf_weight=0.042832123863263294 0.10540592912025182 0.071959579801273321 0.10401380212124423 0.08000722320866771 0.071344540515298149 0.035570574500184193 0.057856441455442442 0.025306818127091901 0.10116072737582726 0.079513485709810539 0.034667589431819579 0.080608950387613731 0.18919451732290327 0.047827109166576065 0.092812230122945039 0.10365382506279275 0.082817653215670362 0.11372028776733634 0.11042743793586851 0.069767610500662158 0.081788100459107227 2.0752273476269765 0.046441352175747852 0.055104513298999791 0.027678702099365071 0.45702721578567207 0.038046528945415048 0.068588353688483039 0.068909607464775036 0.019911045811682015
leaf_count=19 76 39 30 30 40 22 36 15 53 52 10 22 38 36 24 19 28 36 29 22 56 1660 81 40 7 327 6 17 24 6
internal_value=-0.000130432 -0.0114762 -0.0201874 0.00257894 -0.0407534 -0.0311673 0.000956926 0.00831381 -0.0236866 0.0150002 0.00584101 -0.00767289 0.0311675 -0.0236727 0.0104687 -0.0170951 0.0392156 -0.00197015 0.0481371 -0.0509587 0.0271379 -0.000753619 -0.0120478 -0.00341581 0.00390685 0.00204743 0.0281488 0.0147067 -0.0115297 -0.0554561
internal_weight=4.63919 0.405728 0.333768 0.15841 0.175358 0.0784027 4.23346 1.20495 0.208256 0.996696 0.780863 0.509174 0.271689 0.0824947 0.358797 0.183167 0.17563 3.02851 0.215833 0.150377 0.107095 2.97065 0.867749 0.754029 2.10291 0.698924 0.241897 0.20385 0.135262 0.0663524
internal_count=2900 180 141 71 70 41 2720 480 124 356 251 167 84 46 123 71 52 2240 105 44 71 2204 537 501 1667 461 134 128 111 87
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=17 17 16 7 17 2 22 5 2 6 21 18 10 7 7 18 20 5 13 9 10 7 14 20 7 3 13 6 8 16
split_gain=0.00562328 0.0149595 0.0115019 0.0154957 0.0100803 0.00934682 0.0344138 0.0119582 0.0105351 0.00910801 0.0182357 0.0140441 0.0277794 0.0192273 0.0147685 0.0115538 0.0237007 0.0241737 0.0234314 0.0368172 0.0340021 0.0218219 0.026191 0.0214548 0.0233796 0.0192697 0.0182353 0.0442578 0.0384089 0.0326068
threshold=242.64190980425005 220.68978861510001 17.484959112600002 26.565321014450003 218.56744384050003 357.36576196840008 -0.040019999999999993 32.00428233840001 339.55821382900007 5.0951190466500007 8.8712712239000009 17.267778657600005 83.715897724050009 22.597569836950004 26.626668929150004 15.606027545000002 41.134354310300004 13.809011005350003 104.02719889955002 187.70546222865002 75.403185184700007 25.614006978800003 184.91519437525002 44.269496632500008 22.372035319250003 82.234557294150008 107.97116697695002 14.71534382165 7.943800736700001 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 4 -3 -4 5 7 -7 8 9 10 -1 14 -13 -14 15 18 21 -18 19 23 25 -17 -23 -11 -25 -20 -27 28 -28 -29
right_child=-2 2 3 -5 -6 6 -8 -9 -10 11 -12 12 13 -15 -16 16 17 -19 20 -21 -22 22 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.10013953614444655 0.037815862703939274 -0.080646128431789921 -0.070247813244379897 0.045806586029858827 0.050758548948583483 -0.1005644088969681 0.073400310588020254 0.055012344342065124 0.047371536185224605 0.038554383632742745 -0.002199110669127001 0.090711919573980268 0.10012123342288358 -0.10019835640438715 -0.053274351755978694 0.03045489430455886 -0.013025679854576337 0.07642354744470771 -0.057234189373036592 -0.093793954418432829 0.072004096076614732 0.046413104906493911 -0.094493637215752657 -0.069915416413232817 0.029981798090882222 0.026619335015664332 0.034675834020469365 0.030154805494915133 -0.070134335790172073 -0.0024891493789355994
leaf_weight=0.027398193742339205 0.038728400229359639 0.040332200599003332 0.021314122761395993 0.024999390835091617 0.03932075689098713 0.034120135801266827 0.01705541346211692 0.039729232288436722 0.04624287737399857 0.064440503780297198 0.062099542541112385 0.045244125998578855 0.0066958765964955083 0.016847247120480802 0.0527267669624506 0.062693872555200758 0.044009526069203275 0.096374117413688509 0.059342611561079006 0.06835389177729212 0.065466960979392641 0.018738535612101259 0.04456030106621256 0.067043012834005822 0.03601191839072726 0.24346057129450605 0.04489202488184707 0.34616939529308899 0.1581040303572081 2.6360520668468439
leaf_count=281 55 92 17 23 22 55 23 52 53 79 180 19 2 80 67 47 33 51 39 79 16 10 64 98 30 120 24 244 120 825
internal_value=-0.000127108 -0.000451505 -0.0416036 -0.00760326 0.000350991 -9.90815e-05 -0.0425867 0.000400454 -0.000102607 -0.000617133 -0.0321819 5.91465e-05 0.0448704 -0.0432257 -0.000691125 -7.51085e-06 0.0201233 0.0483817 -0.00142264 -0.0319456 0.000603214 -0.0113627 -0.0527806 -0.0067057 -0.0350069 -0.000736916 0.000240924 -0.0017753 -0.0469559 0.00130009
internal_weight=4.56857 4.52984 0.0866457 0.0463135 4.44319 4.40387 0.0511755 4.3527 4.31297 4.26673 0.0894977 4.17723 0.0687872 0.0235431 4.10844 4.05571 0.266376 0.140384 3.78934 0.235849 3.55349 0.125993 0.0632988 0.167495 0.103055 3.48802 3.42868 3.18522 0.202996 2.98222
internal_count=2900 2845 132 40 2713 2691 78 2613 2561 2508 461 2047 101 82 1946 1879 205 84 1674 286 1388 121 74 207 128 1372 1333 1213 144 1069
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=0 0 3 2 17 9 6 8 23 7 17 18 9 12 4 6 4 8 23 21 9 5 6 15 16 22 8 6 5 15
split_gain=0.00593019 0.0239747 0.021388 0.0383367 0.0192692 0.018611 0.0353153 0.031177 0.0185848 0.0165313 0.0308438 0.0312249 0.0281732 0.0164493 0.0255853 0.0170537 0.0235347 0.0144969 0.0134958 0.0263623 0.0135748 0.012668 0.0182445 0.0163612 0.0149445 0.0497064 0.0277845 0.0144243 0.0177678 0.0263878
threshold=85.716110573100011 85.807518149550006 93.58791597905001 86.011634045550025 192.15389660515004 186.14781787895004 16.465384711100004 8.3434888241000014 0.10332500000000001 22.446731871300006 189.27091549140002 13.400856420150001 205.70977008025002 152.88762959770003 375.86663358980007 16.575387281250006 159.66984649465005 10.441851282850001 -0.15148999999999999 2.5883591406000002 68.670253264700008 25.763052016400003 16.705390318750002 46.574831689400007 22.624947093000003 -0.079824999999999993 8.4434108459500017 16.565387047600002 24.301614351200005 43.376643616500012
decision_type=2 2 2 2 2 2 2 2 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 21 -4 -5 7 -7 8 13 12 -11 -12 -8 15 18 -1 -17 -14 20 -20 -15 22 23 24 27 -26 -27 28 29 -3
right_child=1 2 3 4 -6 6 9 -9 -10 10 11 -13 17 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.071425678188849318 0.033992585295163184 -0.00083948085429820887 0.024237652307140888 -0.10076668313155523 -0.0096694773332688146 -0.10070989600562957 -0.084822103025783191 0.096864719522561496 0.068444936751519761 0.070887895036052792 -0.10055607300322916 0.032351537283156026 -0.028111345179127247 0.091029008003978409 -0.10039259649057462 0.086566031984112682 -0.1001990277388307 0.08970531826195792 0.060397895430677688 -0.10043846975678075 -0.0020845549592727599 0.052578805612472648 -0.054851250482049488 -0.068654858328078772 -0.030421103587401938 0.075942924942753925 0.011608980488048301 0.038523582175791771 0.075244821049897381 -0.0598671097008883
leaf_weight=0.069674101227363283 0.21163168891371276 2.8128410578656684 0.067595817847177275 0.073305392831571226 0.033984003124714945 0.053955641178902169 0.059764884403193719 0.034830286545911804 0.031117366919716005 0.053747105077491142 0.033069029824901008 0.037976784492911975 0.024842898469898955 0.041774124676294377 0.017987321647211729 0.018785706915423361 0.010528523821676572 0.018018989851043443 0.021219649844624655 0.019607748906878442 0.02504309486926104 0.047119420836679526 0.05880310569955316 0.033089910400121769 0.13064537788159214 0.1385520149815419 0.1302291297542979 0.092255401068541576 0.029753190583050926 0.077829733249018207
leaf_count=60 41 1962 14 42 20 40 33 10 12 28 23 30 34 19 35 16 104 13 25 51 47 24 26 24 34 43 31 19 11 29
internal_value=-0.000130362 0.00125169 -0.000607943 -0.0347484 -0.0719116 -0.00964534 -0.0279765 0.00810584 -0.00398271 -0.0107203 0.0137294 -0.0295117 -0.040451 -0.0140163 0.0100047 -0.0445029 0.0194873 0.0214184 0.028452 -0.0168453 0.05613 0.0010734 0.000380795 0.0013235 0.00200214 0.0201777 0.044772 -0.000407606 -0.00163743 -0.00242877
internal_weight=4.50958 3.93764 3.726 0.174885 0.107289 0.571943 0.281375 0.290568 0.255738 0.22742 0.124793 0.0710458 0.102627 0.22462 0.125632 0.0989883 0.0293142 0.0428619 0.107645 0.0408274 0.0668172 3.55112 3.504 3.4452 3.41211 0.399427 0.268781 3.01268 2.92042 2.89067
internal_count=2900 2320 2279 76 62 580 201 379 369 161 81 53 80 357 177 180 120 47 142 76 66 2203 2179 2153 2129 108 74 2021 2002 1991
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=19 13 12 2 22 9 18 9 14 14 16 22 21 23 21 6 17 7 9 9 22 10 0 13 15 5 22 2 7 21
split_gain=0.00582092 0.0142852 0.00862592 0.0151656 0.0186145 0.0181155 0.0192363 0.00963206 0.00919339 0.0304416 0.0377887 0.0250119 0.0239673 0.0217926 0.0232096 0.0201692 0.0198967 0.0240915 0.026953 0.0330773 0.0288324 0.0253839 0.0296873 0.0243402 0.0348381 0.0304717 0.0449865 0.0469819 0.0285554 0.0291955
threshold=14.651182102100002 117.60660091645001 92.695913642950003 62.731161442750007 0.010100000000000003 201.2906445504 13.5538556217 190.07378137140003 241.54317565595002 244.99684607285005 22.664946999500003 0.19122000000000003 18.561626803950002 -0.12530999999999998 2.2747687716500002 16.535386346650004 205.10400128480003 24.955394454050005 202.48520976110004 203.64522440670001 -0.58350999999999986 70.182199495350019 87.29692395375001 108.61908538635001 30.621577586100006 21.446355970350002 -0.11420499999999999 86.011634045550025 22.426784932800004 10.217949747400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -10 -11 12 13 14 -4 -12 17 18 20 -20 -15 22 -21 -22 -25 26 -26 -28 -27 -30
right_child=1 -3 8 4 -6 -7 -8 -9 9 10 15 -13 -14 16 -16 -17 -18 -19 19 21 23 -23 -24 24 25 28 27 -29 29 -31
leaf_value=0.033276943134381905 0.039927365951661659 -0.019189032504852481 0.059461303081980159 -0.076820531579235393 0.0075291976486734843 0.038658075800418114 -0.061964274189659913 -0.025045807668702999 -0.058605595006946176 -0.005578349963688836 0.070364686759178993 -0.039702904526687288 -0.065214990481820223 0.093780177924257788 -0.071885722085571119 -0.0081506155120522061 -0.039964577187957803 0.050881221017199399 -0.10126829370586994 -0.04513783993036663 -0.026611247220556574 -0.056274646168310509 0.054054482379338298 0.068394850032797092 0.046054099782741095 -0.018809227672723396 0.023986398634439285 -0.054060345865783725 0.024631340922761563 0.087742862135332694
leaf_weight=0.059843177908987744 0.10908557490620285 0.06537233380129237 0.017423414163204032 0.071635018440062481 0.041215705028832872 0.076729880851416965 0.066740367518491439 0.053750538845633855 0.09783283462581982 1.7516463302197882 0.10617940915744828 0.1149629031333993 0.043134410802167511 0.046823951610348913 0.059040945984349946 0.04728865635843249 0.068921087481157772 0.16676205968663627 0.041349558519868768 0.04514025452954229 0.13232661771610388 0.061428814608916582 0.090997380728367716 0.12510681362766696 0.12090268195606768 0.091139065392781049 0.12233987683430314 0.20871367986910627 0.23682354425864105 0.10615488677285612
leaf_count=25 30 31 36 45 23 26 36 16 46 1613 54 70 23 16 93 37 58 127 13 34 120 36 25 79 24 24 25 44 56 15
internal_value=-0.000128955 0.0177754 -0.000860066 -0.0154545 -0.0460141 -0.00203886 -0.0193549 0.00567965 0.000523347 -0.00420331 -0.0014096 0.00550743 0.00841997 0.0102439 -0.0419566 0.0461715 0.0126413 0.014913 0.0107163 -0.0199359 0.0168686 -0.00291346 0.0211645 0.0137193 0.018997 0.0120225 -0.00615231 -0.0252184 0.0309441 0.0441649
internal_weight=4.44681 0.174458 4.27235 0.369915 0.112851 0.257064 0.180334 0.113594 3.90244 2.00295 1.90511 1.89949 1.78453 1.74139 0.0764644 0.153468 1.66493 1.59601 1.42925 0.238916 1.19033 0.197566 0.136138 1.14351 1.01118 0.886074 0.451956 0.331054 0.434117 0.342978
internal_count=2900 61 2839 171 68 103 77 41 2668 1750 1704 918 848 825 129 91 696 638 511 108 403 95 59 387 267 188 93 69 95 71
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=22 22 22 17 22 17 0 6 5 8 19 18 7 18 18 5 20 13 0 18 7 9 2 18 22 3 13 16 6 2
split_gain=0.00564835 0.00910575 0.0113506 0.0296883 0.0206947 0.0161153 0.0221513 0.00881103 0.0127062 0.0176173 0.0218846 0.0141986 0.0210959 0.0233262 0.0229468 0.0259315 0.0212392 0.0296094 0.0198205 0.0195608 0.021232 0.0317122 0.0279964 0.0266947 0.0432459 0.0392633 0.0353774 0.053123 0.0314201 0.0276203
threshold=-0.68276999999999999 -0.62958999999999998 -0.59309999999999985 197.05557773135004 -0.50001499999999999 205.32027903760002 98.031937268650012 20.305474434200004 23.721757872050002 8.6432548896500023 14.651182102100002 12.949570119650001 22.597569836950004 13.042786209850002 13.197799034350002 23.398433971250004 45.90502654165001 101.66942111915002 85.678472159250006 13.278511569200001 23.195026784100005 190.58777288605003 141.08665706260004 13.788608055100001 -0.081474999999999992 91.512426302350022 112.82921081865001 19.974953289850003 15.785368822600002 226.19683278270003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 10 -10 -6 16 -14 -15 19 18 -18 -13 -16 21 -21 -23 24 -22 26 27 -25 29 -28
right_child=1 2 4 -5 7 -7 -8 -9 9 -11 -12 12 13 14 15 -17 17 -19 -20 20 23 22 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.057364705158957363 -0.042991297473508217 0.069322958147772382 -0.10048274377003114 -0.056002419446601039 -0.019461592428699478 0.017061422713544463 0.025190335524722215 0.044666087305398616 -0.014741305220065115 -0.065957009534669195 0.087901923468295756 -0.0058464846608691085 0.060103065863217391 -0.032689857569682956 0.035851880047675269 0.062354659064646378 -0.064881824469678648 0.070751554362062666 0.052130092631558891 0.018545398741428049 -0.015195326891650016 -0.014313371272176618 -0.084643664587316328 -0.0011168123493017557 0.057127871825977006 -0.055265298306229317 0.046780526249088808 -0.089137475983565903 0.059009944063574217 -0.041464356792467766
leaf_weight=0.017031320256364668 0.049478883703983345 0.068002959093546589 0.05639805814007548 0.026178507640793214 0.28785426512823287 0.030409995661727862 0.0186677374492632 0.044695796413407041 0.31211897576582703 0.061977285112646996 0.022252937247685622 0.079267641997163074 0.064994122618373118 0.20549576802295666 0.14694144396344277 0.06929256070179679 0.051099837930848935 0.02349582314525378 0.23024892781281636 0.11256917096386621 0.13975128580568708 0.12440220901044086 0.10384908770538459 1.3011256850224215 0.20244698003807604 0.13250470002276404 0.062077074049739056 0.072381067118840181 0.17897752349381335 0.082749931112630293
leaf_count=12 37 41 56 43 107 45 32 22 452 66 7 37 15 46 30 24 86 17 111 58 29 28 24 1255 42 39 15 41 50 33
internal_value=-0.0001118 -0.000336231 0.000153198 0.0344877 -0.000613432 -0.0443509 -0.0692297 0.000508311 2.31268e-05 -0.016987 -0.00791025 0.00185941 0.00367322 0.00084766 -0.000464717 0.0019618 0.0257382 -0.0221606 0.0372822 0.000388443 -0.00168533 -0.0248904 -0.046312 0.00195587 0.0275916 -0.00283832 0.00125451 -0.00575533 0.0309887 -0.00364003
internal_weight=4.37874 4.36171 4.31223 0.0941815 4.21805 0.105476 0.0750658 4.11257 4.06787 0.396349 0.334372 3.67153 3.38367 2.99956 2.93456 2.72907 0.384112 0.0745957 0.309517 2.65978 2.51283 0.34082 0.228251 2.17201 0.342198 1.82982 1.69731 1.37351 0.323805 0.144827
internal_count=2900 2888 2851 84 2767 133 88 2634 2612 525 459 2087 1980 1729 1714 1668 251 103 148 1644 1614 110 52 1504 71 1433 1394 1296 98 48
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=17 5 5 13 6 21 16 13 15 0 0 3 2 23 20 13 6 6 18 17 6 5 23 19 6 20 22 18 21 5
split_gain=0.00536274 0.0198479 0.00681056 0.011377 0.0144473 0.00979716 0.00821544 0.0151262 0.010839 0.00895733 0.0263785 0.0251018 0.0420542 0.0192656 0.0198069 0.0280881 0.0261639 0.0187228 0.0112847 0.0389086 0.0116377 0.0508973 0.0349971 0.0385036 0.0325593 0.0185432 0.0167284 0.0238388 0.0368414 0.0307294
threshold=161.95900874150001 28.372909273050002 32.00428233840001 119.04223755815001 20.305474434200004 8.0302059756000013 22.724946859200003 117.75715457175001 42.914654887700003 85.716110573100011 85.807518149550006 93.58791597905001 86.011634045550025 0.10211000000000002 48.852845034800005 117.59047016770002 13.735320923550001 16.495385412050002 13.075178189100003 184.59783591905003 16.455384477450004 22.852794041600003 0.088565000000000019 14.451165964200003 16.445384243750002 41.028010303750008 -0.062629999999999991 13.849588037450003 12.488762019500003 13.076241920750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 7 9 -8 13 -11 18 -13 14 15 16 -2 -17 19 -12 24 22 23 -22 26 -24 -20 -28 -29 -30
right_child=2 -3 5 4 -6 -7 8 -9 -10 10 11 12 -14 -15 -16 17 -18 -19 20 -21 21 -23 25 -25 -26 -27 27 28 29 -31
leaf_value=-0.090525376308078456 0.079054471159893835 0.042872586333426617 0.09184030030810808 -0.10031368940630388 0.0068067892650078054 -0.0081478502748748589 -0.0002000392045882353 -0.056597152513875419 0.061770635150261134 0.038776184666242497 -0.017175600920265762 0.026723408535685944 -0.086771368509779331 0.043040733327044618 0.042805176965505509 -0.04444421144557098 -0.09486242446430837 0.030070344310813603 -0.0053036887945927995 0.084460457303195846 -0.057668585040186217 0.040703973596106738 -0.030553948680241135 0.034939813850117254 0.07962725764395176 -0.1008099049030613 0.039705248172980163 0.0099823279942301089 0.027189433451298029 -0.10060972669093667
leaf_weight=0.0264037990005902 0.0095937656768682045 0.019311090815790521 0.019561154020266147 0.025473466492144214 0.024894918076370232 0.019636924895849006 0.064711920160334446 0.047175397066439362 0.050055755642461008 0.18279923859927327 0.084557840461230493 0.053783939918503054 0.083078682764835321 0.047297254656911036 0.036037219361901407 0.067665041677628324 0.087936355154113244 0.067216949482826749 1.6156792172749015 0.067921588983153924 0.079156731957482296 0.12233371431648266 0.066898403292725561 0.10372457413177472 0.053947420659824163 0.085686909535070299 0.22512594085810611 0.78872207472665501 0.027884184107165311 0.05784643985589355
leaf_count=137 8 55 19 59 17 27 21 30 22 38 34 12 58 32 15 27 203 26 1244 18 28 37 23 23 9 31 64 510 36 37
internal_value=-0.000106525 -0.0341748 0.00025852 -0.000126219 -0.0473687 0.0417496 0.000443477 -0.000301989 0.0268284 0.000359484 0.00173946 -0.000185916 -0.0421705 -0.0158077 -0.026176 -0.036872 -0.0777547 -0.00731071 0.00151438 0.0280979 0.000258276 -0.0145115 -0.0346468 -0.00514399 0.00269999 -0.0700074 0.00117158 0.0106861 0.00321518 -0.0590426
internal_weight=4.31212 0.0457149 4.2664 4.2272 0.0503684 0.0391981 4.17684 4.06207 0.114768 4.01489 3.69915 3.51635 0.136863 0.315747 0.268449 0.232412 0.0975301 0.134882 3.37949 0.152479 3.22701 0.4578 0.335467 0.182881 2.76921 0.152585 2.71526 1.09958 0.874453 0.0857306
internal_count=2900 192 2708 2662 76 46 2586 2543 43 2513 2202 2164 70 311 279 264 211 53 2094 52 2042 142 105 51 1900 54 1891 647 583 73
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=17 17 23 16 18 10 15 21 13 16 7 7 10 13 15 16 4 19 3 15 7 23 6 21 10 18 16 13 4 17
split_gain=0.00493888 0.0118914 0.0113761 0.00945955 0.00892931 0.0241161 0.0133799 0.014411 0.0117869 0.0209374 0.0250304 0.0107972 0.0144435 0.0114568 0.0103587 0.0138289 0.0216913 0.015425 0.019969 0.0204602 0.0185768 0.0234448 0.0227605 0.0144643 0.0195635 0.0129252 0.0137277 0.0221723 0.0110697 0.0158782
threshold=242.64190980425005 220.68978861510001 0.077895000000000006 17.654958715000003 17.140917755100002 90.988176966900014 14.840977869100001 14.941253073700002 98.741690215100007 9.6249774926000011 24.734108155950004 26.626668929150004 80.468240302450013 98.362617618700014 17.382777826050003 13.894967507500002 331.95656290250002 11.850956171350001 79.47351079420001 23.304416445750004 25.396105459650006 0.092290000000000025 13.825323026450002 18.561626803950002 62.106071271500007 15.042884401850001 18.764956119400004 103.32013441125001 403.46457168010005 203.93111730270002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 8 7 -1 9 -6 -11 14 -13 -14 -8 16 -16 -17 19 -19 23 25 -23 28 -25 -22 27 -27 -20 -30
right_child=-2 2 3 -5 5 -7 11 -9 -10 10 -12 12 13 -15 15 17 -18 18 20 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.10021900725215396 0.035750536668754059 0.025275003625607556 -0.10033394640208725 -0.021037997129374323 0.064806124401840998 -0.10011745891642726 0.036202564635870939 0.0025975398586508664 0.088432767704895512 0.087508120428452615 -0.10016027690776844 -0.083356789641919074 -0.061433062774294667 0.10011703319798811 -0.10029382498444964 0.057294921746929239 0.0064712771625364185 -0.089151430411669286 0.0010595786490062169 0.017173096779730418 -0.0030972433659118659 0.036031913734418206 -0.082152013562548309 -0.095681918043147671 0.012922928851110181 0.091253516680980418 0.096560198227400806 -0.017462676971714605 -0.081335330683390147 0.017558471014825175
leaf_weight=0.027752012688225025 0.03804118228237019 0.020849960330053707 0.02990058528589401 0.030278494934464106 0.043491213187280553 0.013442487972952222 0.080740127373489012 0.026793760294822278 0.036376639652189624 0.010385187066276558 0.022514608197759856 0.034028977299158103 0.0079387471121066255 0.0098198808263987303 0.034856783947020964 0.047828377424594115 0.041908997187931618 0.049139015183925827 3.2391834091081662 0.028651099843955308 0.040072094154311233 0.032459252149692475 0.032723283936320513 0.03678081712473602 0.030209020219444938 0.034947365138577879 0.061457492040062789 0.040499182307257797 0.038913055438058453 0.027858736641064752
leaf_count=139 55 25 84 23 32 238 116 30 15 5 90 38 52 3 89 36 31 65 1411 37 30 26 26 24 28 14 18 35 67 18
internal_value=-0.000119757 -0.000443739 -0.038382 -0.060437 0.000300457 0.0264898 -0.00052494 -0.0497139 0.041582 0.0192721 -0.0409207 0.00015431 -0.045206 0.0278983 0.000756918 7.23986e-06 -0.0420072 0.000869445 0.000138653 -0.0499907 0.00121734 0.0279708 -0.0232994 -0.000703406 -0.0467066 0.0468542 0.0614751 0.0328954 0.000228775 -0.0400745
internal_weight=4.24984 4.2118 0.081029 0.0601791 4.13077 0.12621 4.00456 0.0545458 0.112768 0.076391 0.0328998 3.95002 0.0517876 0.0177586 3.89823 3.81749 0.0767658 3.74072 3.69289 0.0777901 3.6151 0.242159 0.0651825 3.37295 0.0669898 0.176976 0.136904 0.0754465 3.30596 0.0667718
internal_count=2900 2845 132 107 2713 380 2333 169 142 127 95 2164 93 55 2071 1955 120 1835 1799 102 1697 149 52 1548 52 97 67 49 1496 85
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=23 23 21 9 9 15 7 20 2 22 21 21 9 20 7 7 5 20 9 9 19 23 22 23 22 8 20 5 0 23
split_gain=0.00487926 0.0107021 0.00597211 0.0206982 0.0342202 0.0266887 0.0420557 0.0424808 0.0237212 0.0299799 0.0161685 0.0152215 0.0236772 0.031507 0.0143155 0.0247216 0.0138353 0.014698 0.0235458 0.0239832 0.0218348 0.0270857 0.0184047 0.0275455 0.0342539 0.0239769 0.0225026 0.0199171 0.0275482 0.024793
threshold=0.43162500000000009 0.4172550000000001 12.749485150050001 194.59941400375001 201.63419974125003 22.530191796700006 22.806258769100005 41.840895355800008 189.32640726775003 -0.083135000000000001 15.031613344500002 12.103607123250002 194.46727572990002 42.233786329550007 22.426784932800004 25.658442496500005 7.7286379265000011 47.480720532750006 181.61255275325001 187.70546222865002 14.451165964200003 0.089580000000000021 -0.072569999999999982 -0.115385 -0.077279999999999988 8.9430209551500024 34.542090938800008 23.398433971250004 85.968825637350008 0.11467000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 10 14 7 -7 -6 -10 -5 16 13 -13 -4 -16 -1 18 -18 20 21 -20 23 -21 26 27 -25 28 -24 -30
right_child=-2 -3 3 4 8 6 -8 -9 9 -11 -12 12 -14 -15 15 -17 17 -19 19 22 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.070307359083188456 0.028475435665318755 -0.054217963560858021 0.065465781561695607 0.085743773214304875 -0.10045681986660848 0.042665683116067221 -0.10074265842454128 -0.057989999509667149 0.071278496257802151 -0.059718377456915467 0.025215229954587727 0.099685650647550472 -0.10068431495400681 -0.063808284236942694 -0.07455192898692746 0.041104504080535197 -0.034508362063948715 0.032007481067233889 0.066257970009044598 -0.074667006492296489 0.068684427036687451 -0.022136549761325036 -0.063955966812414972 0.062087773112240355 -0.069032056743718179 -0.047029301023137453 -0.0051258910574561835 0.051436444499628066 0.0059336639522930756 0.066015958827602736
leaf_weight=0.028248763735469917 0.058832853279378372 0.036794786534301127 0.05852794836096098 0.089345890344247891 0.025733674688098063 0.093477612789683917 0.058622861940989424 0.076033926713591882 0.038428400433545562 0.032034268720963155 0.08720664151951496 0.020101575551961903 0.039145269949244721 0.028496762112126817 0.028446033284808436 0.052759689724283021 0.20132937041150789 0.13733668654492692 0.052196350498889266 0.061347349254221251 0.093630818300880492 0.103207471258429 0.052251781888115412 0.051682467799026965 0.082320508621249844 0.075575648669200635 1.3748833536023424 0.11067644345371253 0.88238726920930333 0.074477936383800625
leaf_count=365 39 20 49 24 30 25 59 72 31 25 20 6 28 36 46 82 458 92 29 44 24 40 20 26 46 62 655 51 371 25
internal_value=-0.000120745 -0.000526463 -4.57798e-05 0.00882515 0.0297004 -0.00665242 -0.0277325 -0.00248314 -0.0182859 0.0117237 0.0558462 -0.00168383 -0.0428043 0.00381719 0.0277638 0.000590528 -0.000616842 -2.97581e-05 -0.0013979 0.000813351 0.0305369 0.00755301 -0.00186317 -0.00898085 -0.00631022 0.00748659 -0.00269083 0.0111659 0.00674918 0.0106102
internal_weight=4.20554 4.14671 4.10991 0.640617 0.272749 0.367868 0.228134 0.169512 0.0961963 0.0704627 0.176553 3.4693 0.0877436 0.0485983 0.139734 0.0812057 3.38155 3.3533 3.21597 3.01464 0.249035 0.155404 2.7656 1.57023 1.50889 1.19537 1.42657 1.11979 1.00912 0.956865
internal_count=2900 2861 2841 463 130 333 156 97 86 56 44 2378 70 42 177 128 2308 1943 1851 1393 93 69 1300 771 727 529 681 467 416 396
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=21 21 17 3 9 21 4 6 7 16 22 21 20 22 17 21 9 18 21 14 19 23 23 16 5 22 22 20 4 4
split_gain=0.00512276 0.017939 0.0212219 0.0188302 0.0319522 0.0158546 0.0219657 0.0215021 0.0486051 0.0157478 0.0269416 0.0259556 0.0154284 0.0186432 0.0199389 0.0152775 0.0472132 0.0611178 0.0144113 0.0251616 0.021239 0.0185189 0.0272632 0.0170227 0.0246502 0.0166313 0.0675527 0.039783 0.0202465 0.0275443
threshold=2.9845679401500003 1.9231529451500002 209.18283600905002 92.913112988300014 194.81758439455004 4.3636502323000004 169.78633280640003 16.315381206250006 22.597569836950004 22.674946976100003 -0.092289999999999997 5.977284140550001 42.526729949000007 -0.067574999999999996 191.89151741935004 1.2219980417000003 194.46727572990002 13.849588037450003 5.1659621353500009 299.73349768090003 14.551174033150001 0.12064000000000002 0.11467000000000002 18.324957148300005 16.316541761950003 -0.048664999999999993 -0.062629999999999991 43.279086095950007 292.27430887770004 222.56810966585002
decision_type=2 2 2 2 2 2 2 2 2 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 12 -5 6 -2 -8 -9 18 -11 -12 13 14 -3 -1 -17 -18 19 23 21 22 25 24 -7 26 -20 28 29 -27
right_child=5 2 -4 4 -6 9 7 8 -10 10 11 -13 -14 -15 -16 16 17 -19 20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0043903345913004531 -0.065027845359355574 0.055862653030753918 -0.047873626504330108 0.05866424712034405 -0.057654435007213713 0.072247981317058937 0.01271533166251162 0.049507960883202168 -0.080706175953484061 -0.087948976219860711 -0.051118717500966651 0.038699092156477481 0.093825395448800086 0.077863554698668125 -0.039263178947755363 -0.097468506656959733 0.078794747545123486 -0.057554043793932502 -0.0041869078891910924 -0.05552574518831354 0.033087077771049592 -0.038579424424708963 0.066408715833924645 0.057628142354633344 -0.063017903425433966 -0.060350585056393583 0.07878396322370862 0.037947587943890936 -0.072453195255367864 0.012784806284082057
leaf_weight=0.7975942693050706 0.08776328255129362 0.040867369893796024 0.03570822210190272 0.044433598493000659 0.050405328353463119 0.022873690808524638 0.19234026197321441 0.041884314707516523 0.090831534849712625 0.052715446494403295 0.06021792381227431 0.069086880775216741 0.059120331534359138 0.057026649765703041 0.047815364423968276 0.063727849190378549 0.062756303850619588 0.069043465927947523 1.095346647780012 0.03227675430355248 0.17809510341021439 0.13610030098351433 0.059236783381010016 0.14514397989842109 0.032778799733932829 0.09086603633542667 0.10778347508494346 0.091489188279087585 0.10643357440898171 0.11885492215145632
leaf_count=682 32 18 37 27 31 27 155 27 46 27 20 33 21 31 25 40 22 58 838 50 55 82 25 43 20 65 28 167 85 83
internal_value=-0.000115335 0.00500214 0.0249986 0.033682 -0.00315722 -0.00253293 -0.0206348 -0.00864893 -0.0396114 0.000581648 -0.0276944 -0.00312953 0.050739 0.0332571 0.00457334 -0.00175066 -0.0268009 0.00736827 0.00290287 0.0264257 0.000139788 -0.00310904 -0.000218326 0.0395988 -0.00742237 -0.00266856 0.00324611 -0.0201253 -0.0369305 -0.0189026
internal_weight=4.14062 1.3285 0.335377 0.299669 0.0948389 2.81212 0.412819 0.325056 0.132716 2.3993 0.18202 0.129305 0.20483 0.145709 0.0886827 0.993122 0.195528 0.1318 2.21728 0.233073 1.98421 1.80611 1.67001 0.200796 0.0556525 1.61077 1.20313 0.407644 0.316155 0.209721
internal_count=2900 992 190 153 58 1908 260 228 73 1648 80 53 95 74 43 802 120 80 1568 140 1428 1373 1291 90 47 1266 866 400 233 148
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=9 23 16 16 20 20 23 5 5 9 20 6 15 16 2 22 4 16 22 23 15 16 2 19 8 0 18 10 4 13
split_gain=0.00521339 0.0139173 0.0181515 0.017677 0.0191572 0.0175617 0.0177177 0.0162213 0.0144032 0.0120517 0.0192036 0.0228443 0.0161523 0.0111439 0.00802849 0.0124876 0.00760017 0.0282317 0.0157259 0.035761 0.014317 0.0114427 0.0178019 0.0136023 0.0211068 0.014912 0.0252643 0.0150183 0.0246095 0.0214185
threshold=214.22994816675003 0.072890000000000024 17.654958715000003 15.504963742650002 40.922041107600009 41.755948821900006 0.085590000000000013 22.334016245700003 21.746930049350002 210.97856947250003 41.558544840500012 14.925348728400001 21.981714531400005 14.479966139550003 357.36576196840008 -0.037524999999999996 398.10712430820007 11.934972090850001 -0.098345000000000002 -0.15959999999999999 17.382777826050003 13.804967718000002 224.18737221905002 11.950964240300001 3.5472317755000007 100.13162306855001 17.327266398450003 75.403185184700007 267.25332376775003 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=9 -2 3 4 -3 7 -7 -4 -8 14 11 12 -11 -6 16 -16 17 -1 19 -18 -19 22 -22 24 -23 27 -27 -25 29 -29
right_child=1 2 5 -5 13 6 8 -9 -10 10 -12 -13 -14 -15 15 -17 18 20 -20 -21 21 23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.074046113525849208 -0.061650623650401332 -0.068289607204842132 0.07593949570951232 -0.10019760379184842 -0.01283017444208613 0.044397715452329248 -0.090168374702673235 0.010888525314985751 0.0090128783739920823 0.027034875499681726 -0.081675798443127487 0.041079158662973549 -0.08753012249102389 0.099659399061161003 -0.10036083268823925 0.016790416418829862 0.057753297137929205 0.040878583152703832 0.059603872580763419 -0.075034049256484117 -0.10025419225994524 -0.028185281647430477 0.016823345703133475 -0.0012139767968019064 0.082877901344541691 -0.07530695017611358 0.060836086033795006 -0.037460314416255143 0.080277780404311092 0.064144762124388452
leaf_weight=0.051423160367333298 0.024456376170917227 0.022441885447776144 0.095869894293173274 0.022562932379287304 0.015857562351982324 0.044775521597330226 0.02846247237357602 0.063873065542793483 0.03015415356549056 0.018266724349416452 0.047219511408457038 0.053855037808716588 0.037715745140530998 0.019806382693786873 0.019828288800429306 0.016814915786426243 0.041915485055596946 0.086048576446160374 0.064637500208771459 0.039294431410986874 0.028458461357118714 0.026824866735069341 0.023889623895229306 2.8678156380878201 0.047253961156457081 0.05948158819251137 0.017682825910583233 0.059184224356840676 0.060865337240102235 0.031945688853738829
leaf_count=385 38 66 41 43 43 20 26 33 24 15 46 22 38 7 55 24 33 103 84 116 91 27 18 1230 37 93 9 85 41 7
internal_value=-0.00010911 0.0112379 0.0164228 -0.0250762 0.00409407 0.0291451 -0.00296646 0.0499289 -0.0391466 -0.00123835 -0.0283451 -0.00541805 -0.0501483 0.0496422 -3.686e-05 -0.0466022 0.000449721 -0.000520084 0.0227977 -0.00649752 0.000622384 -0.000452254 -0.0468246 0.000313265 0.0426605 -0.00069967 -0.0441087 0.000409549 0.0310419 -0.00184255
internal_weight=4.06868 0.36826 0.343804 0.0806688 0.0581058 0.263135 0.103392 0.159743 0.0586166 3.70042 0.157057 0.109838 0.0559825 0.0356639 3.54336 0.0366432 3.50672 3.36087 0.145847 0.0812099 3.30945 3.2234 0.0523481 3.17105 0.0740788 3.09698 0.0771644 3.01981 0.151995 0.0911299
internal_count=2900 341 303 159 116 144 70 74 50 2559 121 75 53 50 2438 79 2359 2126 233 149 1741 1638 109 1529 64 1465 102 1363 133 92
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=23 23 21 22 12 2 22 13 16 13 6 6 23 10 21 9 23 22 16 10 7 5 0 15 17 15 16 22 15 20
split_gain=0.00456357 0.00835164 0.00514832 0.0177379 0.0241994 0.0223225 0.0235371 0.0278264 0.0242637 0.0189663 0.0347004 0.02334 0.0283053 0.0189951 0.0130126 0.0209218 0.0153149 0.0129587 0.0119274 0.0373473 0.0279176 0.0388981 0.0293601 0.027627 0.0239191 0.0227134 0.0293373 0.0234843 0.0227093 0.0206127
threshold=0.43162500000000009 0.4172550000000001 12.749485150050001 -0.073724999999999999 146.09388648530003 226.19683278270003 -0.019444999999999997 117.45604726115 16.344961778400002 117.55283175385001 16.385382841850003 11.865277230300002 0.089475000000000013 85.804829691400016 12.103607123250002 194.46727572990002 0.098005000000000023 -0.15818499999999999 17.844958270700005 74.986474174450009 24.101221167900004 16.222050829800004 102.65877371115 28.566186095050004 213.85098605320005 27.008040895250005 18.744956166100003 -0.10518999999999999 28.887316431450003 43.812290675100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 9 -5 6 -6 8 -8 10 11 13 -13 -4 18 16 -16 -15 19 -1 -21 22 24 25 -22 27 -27 -20 -25 -30
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11 -12 12 -14 17 15 -17 -18 -19 23 20 21 -23 -24 28 -26 26 -28 -29 29 -31
leaf_value=-0.057378044074673132 0.027890989343700552 -0.049392587130215833 -0.064768277553608367 -0.077589890054808028 -0.032261369916637826 -0.066979957200353532 0.07117819452887568 0.08616605066895168 -0.10056089707694382 0.062983188829336956 -0.065381781560913885 0.085053862885876449 -0.0075216787579765968 0.081498024523616958 -0.056402630519178036 -0.10060254865723797 0.061586174109827745 -0.035308111051330734 0.03457908129389177 0.041732947275950949 0.030335461777340429 -0.076841191562952632 -0.046728586436149536 -0.072500187957861867 -0.064515079007675197 0.081930136261833819 0.0073920489510343581 -0.04386047796115438 -0.0028650797949415743 0.036939215256414089
leaf_weight=0.14518580524491564 0.057391337336769044 0.034647371771825308 0.040535793532257003 0.046272187077590732 0.056215454607809079 0.036925002630489701 0.014583367694488203 0.066300972757744603 0.018872928904102082 0.087543499176035766 0.050447589014822825 0.089397666224158456 0.052378486466295726 0.022840610500296066 0.021609501816840182 0.034194982551071007 0.022408985707443208 0.016259061875189218 0.083075630120902133 0.12248988197958965 0.22587345900939226 0.076854830453839895 0.091867782189428482 0.044448840882978735 0.030133681709912707 0.1192706961019212 0.094752437808892864 0.070610319326761206 2.008156965033209 0.13911183986783715
leaf_count=349 39 20 85 24 25 48 24 17 23 36 33 53 32 20 36 28 6 43 69 113 180 56 513 16 38 40 44 47 790 53
internal_value=-0.000105737 -0.000511152 -8.00556e-05 0.0084584 -0.0126439 0.00293528 0.019487 0.0486484 -0.025701 0.0225013 0.00946535 0.0265189 0.0508523 -0.0168021 -0.00161484 -0.0419218 0.00366326 0.0329258 -0.000645367 -0.0122893 -0.00032657 -0.0124563 0.00176801 0.00250469 0.0191709 0.0278697 0.0489306 -0.00145962 -0.00175086 -0.000286339
internal_weight=4.02066 3.96327 3.92862 0.598573 0.23917 0.192898 0.155973 0.0997573 0.0334563 0.359403 0.271859 0.221412 0.141776 0.0796355 3.33005 0.0782135 0.0440185 0.0390997 3.25183 0.692405 0.54722 0.42473 0.347875 2.55943 0.256007 0.367709 0.214023 0.153686 2.19172 2.14727
internal_count=2900 2861 2841 463 161 137 89 64 47 302 266 233 85 148 2378 70 42 63 2308 1249 900 787 731 1059 218 200 84 116 859 843
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=18 16 18 15 6 0 6 17 23 15 18 10 16 4 6 5 5 16 18 0 0 16 13 3 20 13 20 18 9 21
split_gain=0.00539889 0.0146906 0.0188389 0.0200075 0.0181937 0.0118744 0.0218381 0.0163107 0.0166128 0.0143128 0.018673 0.010351 0.0209737 0.0240136 0.0212649 0.0190066 0.0167973 0.011119 0.0560106 0.0359394 0.0322907 0.0389581 0.0369543 0.0518018 0.0483202 0.0260926 0.027092 0.0303236 0.0253474 0.0253304
threshold=17.327266398450003 17.654958715000003 17.484317143600006 20.310401204950004 3.6650856341500009 98.615332683000005 12.26528657645 207.35596244665001 -0.25765499999999997 23.304416445750004 15.606027545000002 75.403185184700007 14.524966034300002 267.25332376775003 14.185331438000002 16.222050829800004 15.755813716700002 18.594956516900002 14.873215527100003 96.249489528150022 94.047642319350018 19.214955067100004 112.82921081865001 89.227236891450005 38.175120519550006 113.92610173585001 38.441102963850007 13.373311100250001 193.60452210450003 0.18863712200000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 11 7 8 -7 -8 -11 17 -13 14 15 16 -14 18 -1 20 21 -19 24 -24 -23 -25 27 28 -27 -22
right_child=1 -3 3 -5 -6 6 9 -9 -10 10 -12 12 13 -15 -16 -17 -18 19 -20 -21 29 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0014802497209202145 0.083400528834562157 0.10010913379931041 -0.1001345156293576 -0.10017356155579478 0.026877699266341794 -0.10034649057176048 -0.10029789907204859 -0.080010336647493518 0.011799991266487541 -0.10027037117794174 0.065160368384171857 -0.06991618538939097 -0.05622137819172221 0.085147491751777549 0.073691210821930905 -0.076721860705533468 0.10017903715984476 0.047093640773173753 -0.088713162126656545 0.070605113231872504 0.0061516611538042177 0.0016791204072212343 0.058606878355075609 -0.062573121267859452 -0.09060361174166813 0.042523394360525636 -0.0032612875278072296 0.080245577536803059 -0.039055504078035153 -0.080238089019853909
leaf_weight=0.38294692513160011 0.02603558333038325 0.019152229884639382 0.013141709345628527 0.020562417455835202 0.079521415666608419 0.014149743634689571 0.046995383283956471 0.025688403610374166 0.19869351628463494 0.01243819065803109 0.0151141241010464 0.0208084768374589 0.011972384000728198 0.062210995251291479 0.030477141357550863 0.035356905427761376 0.016103204572573304 0.18298409939063853 0.08394576584692004 0.074181963864248135 0.055882363176351535 0.12915233546664273 0.15690699763217741 0.066600405843928789 0.10119916565417952 0.085192752506372815 1.7501739188663803 0.085742223542183638 0.068882446794304997 0.086440236453199759
leaf_count=486 33 8 199 39 194 30 64 66 365 27 18 25 48 50 11 18 4 73 113 22 22 34 51 16 53 54 665 21 23 68
internal_value=-9.51107e-05 0.0179928 0.00669954 -0.0109374 0.00886452 -0.000849106 -0.0195047 -0.00473997 0.00434453 -0.0667476 -0.00952153 0.000825802 0.0243917 0.0369615 0.00504048 -0.0279438 0.0334846 -0.000433778 -0.0147362 0.00191477 7.46451e-05 0.00258819 -0.000744175 0.00322272 -0.038863 -0.00100279 0.00105782 0.0325785 0.00605189 -0.0463175
internal_weight=3.95865 0.158413 0.139261 0.113226 0.0926631 3.80024 0.313079 0.238532 0.212843 0.0745477 0.0275523 3.48716 0.176929 0.156121 0.0939096 0.0634325 0.0280756 3.31023 0.466893 2.84334 2.76916 2.62683 2.44385 2.2135 0.230352 2.05659 1.98999 0.239817 0.154075 0.142323
internal_count=2900 473 465 432 393 2427 570 461 395 109 45 1857 156 131 81 70 52 1701 599 1102 1080 990 917 830 87 779 763 98 77 90
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=17 9 6 13 18 7 0 23 23 7 20 7 17 17 8 4 8 15 19 23 20 20 2 8 8 10 20 19 22 20
split_gain=0.00515752 0.0129033 0.00796539 0.0140067 0.00784435 0.0130778 0.0134441 0.0132702 0.00920077 0.0152304 0.0101381 0.0161142 0.00909456 0.0299384 0.0192506 0.0233347 0.0279236 0.0173687 0.0167297 0.0200421 0.0234787 0.0166321 0.011833 0.0146216 0.0200108 0.0199514 0.0137513 0.0345053 0.0315725 0.0159489
threshold=159.06578391905001 58.059373288650008 20.305474434200004 119.04223755815001 11.780121045600003 19.041006859700005 80.828493691950015 -0.54481999999999997 -0.27223499999999995 23.564264519350004 32.785955158400007 22.535351262400003 182.28951942140003 183.40283206635004 8.4434108459500017 143.35918460430003 8.2435668022500028 35.34809845485001 12.751028791950002 -0.17732499999999998 39.134693790050008 47.673928029900004 59.615984903700003 8.8430989333000021 8.7431769115000026 62.55235532115001 36.625813070500008 13.751109481500002 0.048530000000000011 37.020641110850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 -8 11 -10 14 -14 15 -12 17 18 19 -17 -21 -22 -15 24 26 -25 27 28 -24 -28
right_child=2 -3 -4 -5 5 6 8 -9 10 -11 12 -13 13 22 -16 16 -18 -19 -20 20 21 -23 23 25 -26 -27 29 -29 -30 -31
leaf_value=0.082124307971173677 -0.054875765476450913 -0.10056979408918992 0.044157017650774281 -0.07177264610587393 0.05419494282203699 0.098941785196430723 -0.08480913582447086 -0.10032490597671906 0.088789368255472026 0.014969462173511763 0.090393178803642726 -0.10064114126346504 -0.065408807800281507 -0.041202095672468984 0.053162254915796472 0.053838277170428966 -0.1005284047306412 -0.10108312170389672 0.066574562616802377 0.04802612757676572 -0.084018053318379693 0.015391261697929176 -0.086557699394860452 -0.10063466106115089 0.046687427519346847 -0.0069824856748073663 -0.041429869701983243 0.057468291794796969 0.040433761774598363 0.0014182070004898698
leaf_weight=0.0052955351126623409 0.025682969379546505 0.014319756434773012 0.040714201477044187 0.027231063609747141 0.044949452011593727 0.0039201912269390951 0.032569467951818587 0.022659080622148386 0.0057082034752496949 0.028848284544991998 0.027068853494711553 0.021053294660522859 0.068827993811425237 0.064314301442209731 0.10278834694031502 0.044423956420132527 0.028477814574216609 0.014435567347391043 0.04449016789635607 0.031183681384142403 0.056169777264543086 0.024030687101060266 0.041140506577441172 0.031594542774939671 0.10340921860188235 0.081237837063554252 0.089881493252335409 0.13311934926605318 0.037352716912458561 2.5924836219095511
leaf_count=36 76 84 24 69 43 4 38 107 11 42 9 95 52 36 32 52 18 4 11 61 127 41 84 19 36 42 33 38 25 1551
internal_value=-0.000100321 -0.0512479 0.000158938 -0.000308892 0.000202977 0.000577589 -6.8337e-05 -0.070935 0.000440106 -0.0379425 0.00108717 -0.0602358 0.00154096 -0.00015982 0.0163271 0.00231855 -0.00748393 0.00485554 0.0124906 -0.00295281 -0.0256031 -0.0542318 0.00125486 0.0021328 0.00346309 -0.0332063 0.00191858 0.0264607 -0.026126 -1.75592e-05
internal_weight=3.88938 0.0196153 3.86977 3.82905 3.80182 3.77614 3.73119 0.0265793 3.70461 0.0614178 3.64319 0.0267615 3.61643 3.24336 0.373069 0.270281 0.243212 0.214734 0.200298 0.155808 0.111384 0.0802005 3.17453 3.11022 2.99739 0.112832 2.89398 0.211613 0.0784932 2.68237
internal_count=2900 120 2780 2756 2687 2611 2568 111 2457 80 2377 106 2271 1916 355 323 314 296 292 281 229 168 1864 1828 1767 61 1731 147 109 1584
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=18 6 12 6 6 18 10 22 22 23 23 17 16 14 22 23 3 7 5 5 5 13 0 10 13 10 0 21 0 0
split_gain=0.0052125 0.0156184 0.0129343 0.0118748 0.0291342 0.0164875 0.0158719 0.0199698 0.0177612 0.0202336 0.0181651 0.0217378 0.0149982 0.0162172 0.017821 0.0201577 0.0147787 0.011292 0.0107416 0.024038 0.0130636 0.0193765 0.0233638 0.0182686 0.0272773 0.0188314 0.017108 0.032131 0.0320328 0.0325132
threshold=16.873483924050003 3.6650856341500009 171.05377706560003 13.665319288000001 13.775321858200002 16.433295803950003 80.468240302450013 0.24816000000000005 -0.58350999999999986 -0.21013499999999999 -0.22831499999999999 171.56914438675003 15.604963508800003 277.23638966875006 -0.5422499999999999 0.086945000000000022 81.796338618900009 24.437987282900004 16.579584939650001 16.892865140250006 17.671168838450004 109.72404167800001 96.055920542800024 71.090898343450007 107.89051323300002 70.865067860500019 94.047642319350018 1.2219980417000003 93.776108048200015 93.063666643600016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 8 -8 -1 10 11 -10 -11 14 -14 -16 -6 -9 -18 -20 21 22 -21 25 -25 26 28 -28 29 -22
right_child=1 2 -4 4 16 -7 7 17 9 12 -12 -13 13 -15 15 -17 18 -19 19 20 23 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.038719629192623589 -0.065723074275409896 -0.10014227177920421 0.032022912367934933 0.066366085902383617 -0.065920426876636892 -0.073321912739618189 0.054571004367413523 0.020328959525002376 0.083503897270891525 -0.088005568376381738 0.087785573057666752 -0.077746921004277492 -0.10043910672730592 -0.073557293098018006 -0.05444983545955101 0.04863695661384837 0.036633679124585337 -0.10031168732284895 -0.068576029543230596 -0.050244111597935348 0.0010521945023279477 0.070285717376126683 0.041595983662418096 0.0053121895625606944 -0.10048814093019172 0.066391448414913803 0.011859789488944551 -0.10049648938644561 0.06390950061301634 -0.070471159290562871
leaf_weight=0.043385056932038424 0.020837931801812704 0.0077583647044789919 0.16244311531276168 0.067202859216195399 0.03382674343811265 0.04516090560089836 0.069700864234434334 0.015057446047194389 0.012610575185135531 0.05831836332208773 0.02420026507388684 0.024803153151992774 0.016378219020452889 0.052384756554175738 0.028761501202211548 0.055710260262799238 0.080302442143875274 0.016006009262753196 0.050879955873824989 0.048798980744323095 2.3905837863151072 0.065427097550127655 0.064065624901559204 0.053015545091937955 0.045097115877979377 0.042829880506360385 0.054562558808367245 0.047706886184641917 0.078834996511886746 0.065292952276649774
leaf_count=33 254 71 269 33 33 99 104 12 14 143 15 68 16 107 72 34 29 32 23 35 1149 15 12 35 58 10 19 58 26 22
internal_value=-0.000108527 0.0159937 0.0259984 -0.000951102 0.00122095 -0.0159257 -0.00971447 0.0248516 -0.0207175 -0.0301574 0.020273 -0.0233961 -0.0448451 -0.028419 -0.00497268 0.0135373 -0.000181686 -0.0418333 0.000538574 -0.000425321 0.000747633 0.0269872 0.00188732 -0.000936469 -0.0433185 0.000615214 -0.000453124 -0.0405524 0.00116479 -0.000849355
internal_weight=3.84194 0.191039 0.170201 3.6509 3.18843 0.462477 0.417316 0.100764 0.316552 0.273167 0.061614 0.0374137 0.211553 0.153235 0.10085 0.0844718 3.12122 0.0310635 3.0874 3.0071 2.95622 0.178292 0.112865 2.77792 0.0981127 2.67981 2.63698 0.102269 2.53471 2.45588
internal_count=2900 594 340 2306 1557 749 650 148 502 469 97 82 372 229 122 106 1524 44 1491 1462 1439 62 47 1377 93 1284 1274 77 1197 1171
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=15 13 2 3 22 22 9 19 7 8 18 5 22 5 20 13 13 7 6 15 22 17 23 18 0 3 21 21 15 20
split_gain=0.00453755 0.0186428 0.0114843 0.0111104 0.00584217 0.0397555 0.0260101 0.0254741 0.0273859 0.0263382 0.0250652 0.0405918 0.0234737 0.0275367 0.0255934 0.0233396 0.0429128 0.0394237 0.0255413 0.031833 0.0300646 0.0252117 0.0225403 0.0320763 0.0252522 0.0223804 0.0315892 0.0218884 0.0214836 0.025015
threshold=46.574831689400007 117.61735474900001 248.59864686230003 91.334988065750011 -0.079824999999999993 -0.083330000000000001 197.33595066125002 14.351157895250003 23.282607548150004 8.8430989333000021 13.765997214800002 21.197160116700001 -0.088099999999999998 21.446355970350002 41.468518788800004 117.38883580790001 117.47217800995001 23.220446641850003 16.245379570700006 33.005488016050009 -0.121865 198.47149978265003 0.083795000000000022 13.849588037450003 86.345209775600011 93.883646373400012 5.5487347714000004 13.040554425100002 31.506101402100004 35.461062230100005
decision_type=2 2 2 2 2 2 2 2 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 12 -7 8 -6 22 -10 27 15 14 -14 18 -17 25 28 20 21 -20 -9 24 -24 -18 -27 -12 -1 -30
right_child=1 2 -4 -5 7 6 -8 9 10 -11 11 -13 13 -15 -16 16 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0042911682056812226 0.022533231064099938 -0.040681362848415364 0.04827395763394994 -0.10026457938105515 -0.032368206843441404 -0.015053774498487852 -0.087693670001164806 0.064458172597583491 0.060732315651441465 -0.041906084496657614 0.010517189937508435 -0.073898379225567787 -0.095053860892980888 0.055644726639041957 0.022980506233740258 -0.10088671752355088 0.024807189392192088 -0.081086942627223393 0.0037806524367641516 0.074991707948143457 0.064742131764972566 -0.10064634003793844 0.0042910451490075227 -0.038614978639825583 0.060209829894886671 0.013573076709776097 -0.10048737831797601 -0.072081549691541763 0.041277202324687873 -0.052587547650464285
leaf_weight=0.65836198493780551 0.0095444557573499678 0.023494921400299518 0.03796413830423262 0.032310884407621643 0.26350733260542092 0.11904429777810155 0.084130116805226862 0.13093383371960965 0.072637692850548774 0.059201500623885295 0.66232465080502223 0.068994782146091893 0.027276453952129631 0.15524257957258669 0.056259488677824265 0.060560917016118654 0.19822661380749196 0.064138628775253892 0.089294434126941269 0.10286987071776821 0.057280684315628605 0.031196634960451775 0.16912116262392374 0.083222202316392213 0.15456398396054283 0.059287152975230129 0.041123103690210883 0.033715579701766529 0.035173692944226786 0.14725559530643295
leaf_count=920 8 36 20 68 284 43 59 43 22 45 541 38 37 34 36 17 44 33 123 32 24 16 55 25 33 57 40 69 10 88
internal_value=-0.00011866 -0.020788 0.0142676 -0.0722625 0.000460843 -0.00322045 -0.0451324 0.00476753 -0.00425079 0.0214008 0.00459413 -0.000736018 0.00155398 0.0307338 -0.0155605 -0.00295641 -0.0229623 -0.00995383 0.00459575 0.0307176 0.00509776 -0.0232568 0.0283692 0.0167565 0.030993 0.00532353 -0.0331405 0.00651618 -0.00412326 -0.0344897
internal_weight=3.78826 0.103314 0.0614591 0.0418553 3.68494 1.98672 0.203174 1.69822 1.10118 0.597043 0.837673 0.765035 1.78355 0.238779 0.0835359 1.54477 0.423336 0.362775 1.12143 0.280642 0.177772 0.120491 0.537841 0.406907 0.323685 0.298637 0.10041 0.69604 0.840791 0.182429
internal_count=2900 132 56 76 2768 1613 102 1155 954 201 670 648 1511 107 73 1404 191 174 1213 195 163 139 156 113 88 141 97 610 1018 98
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=9 22 23 0 9 21 20 15 15 9 20 6 6 6 6 0 6 7 22 23 9 15 22 16 2 7 2 8 4 16
split_gain=0.00524798 0.0124638 0.0231373 0.0104134 0.0137102 0.0120378 0.0094908 0.0127111 0.0106718 0.00743989 0.0150264 0.0115191 0.0255201 0.0210659 0.0154754 0.0192099 0.0121039 0.011207 0.00989693 0.00775284 0.00762523 0.00759282 0.0228048 0.0193674 0.0184823 0.0227912 0.00720594 0.016985 0.0116702 0.0224659
threshold=215.80505313260002 -0.0086649999999999991 0.091545000000000029 89.458444290650007 217.37165979795003 1.4330698616500002 43.124157941850008 27.576031546750006 24.754529292950004 207.37918994975004 42.599563320500003 14.835346625500001 13.775321858200002 16.355382140900002 13.705320222600003 101.99741301110002 16.565387047600002 24.803585171000005 -0.042409999999999996 0.087405000000000024 206.65653280825003 44.34858359035001 -0.063985 22.604947139800004 240.40082529430001 23.856905110850004 325.75432260090003 2.8477776226000002 395.41070928875007 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=9 3 -3 -2 -5 -6 7 8 -7 20 11 12 14 17 15 -11 -15 -13 -14 -12 21 26 24 -24 -23 -26 28 -28 29 -1
right_child=1 2 -4 4 5 6 -8 -9 -10 10 19 13 18 16 -16 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.07501296580443946 0.060189629150711826 -0.079786693516649451 0.041742950428582837 0.073301735608702803 0.061416444719483147 -0.036184048636182076 0.032028765356065921 -0.08288409947476523 0.078251586384283409 -0.073267828610643487 -0.030257377991737423 0.066814258511068036 -0.100406291568923 -0.091586177709913175 0.10011761595194735 0.052525451417817226 -0.0021353984226495136 0.0034891824421509256 -0.015764535860455196 -0.10050537681407937 0.038067791154489224 -0.094660445634086335 0.081931336175603275 -0.01771447566165928 0.05627752920940722 -0.070381852637493122 0.010206121944219861 -0.097033929583637074 0.043937877111521501 0.0019206030176617168
leaf_weight=0.038505380532719236 0.060142699602693028 0.035095986795894762 0.028296053206929628 0.028358149509131181 0.022714938339063906 0.024268337430619624 0.026063895905679146 0.033737229586222384 0.012269142538571032 0.025068539831408887 0.039973806482521468 0.060485613539640326 0.043033842982367787 0.023276490892385482 0.016349581303074956 0.023538783761374305 0.043206644038946251 0.051950621513242368 0.020345520707905962 0.025883330947067407 0.052911916683797133 0.049791360409841445 0.031225889195411471 0.051966169021852693 0.026629162595668276 0.030453851582933567 0.03684152776273375 0.02465104695232867 0.064279185442636222 2.6656486964580779
leaf_count=358 38 43 30 19 39 61 24 34 9 41 30 32 44 17 5 51 32 17 20 30 33 90 15 40 23 18 89 58 128 1432
internal_value=-0.000131484 0.013269 -0.02554 0.0251221 0.0108149 -0.00406927 -0.0195096 -0.0386245 0.00224299 -0.00118511 -0.0145197 -0.00522874 -0.0280907 0.0111698 0.0159575 -0.0123507 -0.0334531 0.0375552 -0.0732353 -0.0578664 0.00043398 -0.000225385 -0.0195733 0.0196873 -0.0501341 -0.0112954 0.00107408 -0.0327841 0.00182614 0.000825119
internal_weight=3.71696 0.270946 0.063392 0.207554 0.147412 0.119054 0.0963386 0.0702747 0.0365375 3.44602 0.373113 0.307256 0.128336 0.178919 0.0649569 0.0486073 0.0664831 0.112436 0.0633794 0.0658571 3.0729 3.01999 0.190066 0.0831921 0.106874 0.057083 2.82993 0.0614926 2.76843 2.70415
internal_count=2900 297 73 224 186 167 128 104 70 2603 319 259 161 98 97 92 49 49 64 60 2284 2251 186 55 131 41 2065 147 1918 1790
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=9 23 15 19 20 23 15 5 16 9 21 20 21 21 22 23 9 6 22 9 21 20 9 21 4 20 9 17 9 21
split_gain=0.00464077 0.0120011 0.0134867 0.0130927 0.0104912 0.0135512 0.0117428 0.0116461 0.00978206 0.00857896 0.0208829 0.0143027 0.0191849 0.0109682 0.00854073 0.00850821 0.0186317 0.0122915 0.00780454 0.00689078 0.0247007 0.0218853 0.0335359 0.0226637 0.0176023 0.0204868 0.0163676 0.0442301 0.0123908 0.04025
threshold=214.22994816675003 0.072890000000000024 24.673905035600004 12.250988447150002 41.755948821900006 0.08079500000000002 43.132842597400007 22.334016245700003 14.274966618900002 207.37918994975004 9.5752145037500025 42.541806567400009 1.8881760204500002 0.25448588140000006 -0.59511499999999995 0.090390000000000012 211.72643673420001 14.875347560100002 -0.11911999999999999 203.09362050815002 3.0760100505500003 40.580626202750004 204.17620834730005 8.5501791199000028 258.12734058420006 41.24714903835001 202.37225149245003 195.89498576185002 201.2906445504 2.5883591406000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 8 7 -6 -7 -4 14 19 11 12 13 -11 -3 -14 17 -17 -12 26 24 22 -22 -23 -21 -26 28 -28 -1 -30
right_child=1 2 4 -5 5 6 -8 -9 -10 10 18 -13 15 -15 -16 16 -18 -19 -20 20 21 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0016037421235747151 -0.060658100640811646 0.047907820923640883 0.067102839253780133 -0.089993371181932166 0.063309656261456626 -0.049127665243152485 0.038264619560380068 0.0090764710568317884 0.079401408449785812 -0.0056759462097974063 -0.017000294085731681 -0.052615537744100063 0.059523899830380506 -0.087688871456543374 -0.10013688501852908 -0.081191090701826008 0.068787864113042038 0.019541728710869122 -0.10039550203957215 -0.059393421697803699 0.061881237282927819 0.074302482710974463 -0.061867310423109667 -0.0035783812846304692 0.069347252705373869 -0.040807098920151899 0.030968919293282438 -0.089433198121695701 0.094250081201647337 -0.0083298855488286791
leaf_weight=2.3630100472932187 0.021444735632428436 0.0066945213236522241 0.086091849334025028 0.021223682177833325 0.025767365463252645 0.048396390014204371 0.022534360477948212 0.057817284347947862 0.012639229556953069 0.044524832977003714 0.01625422983079261 0.05108219553261506 0.053905843980373902 0.025730460839234581 0.009324519691226385 0.024138297366789629 0.030843425472085073 0.024315524955454748 0.036245936245904886 0.065688587743792826 0.037721135347965173 0.12297514719170977 0.052210574771606844 0.053673766992687888 0.033186809060453015 0.034369019422683778 0.054109278553084894 0.069957121568677394 0.057711510998387783 0.11343468739778473
leaf_count=1954 38 6 55 56 16 52 10 34 7 39 21 38 45 27 67 30 18 15 42 36 14 57 31 30 22 19 31 24 19 47
internal_value=-0.000135411 0.0115331 0.0168624 -0.0304604 0.0266732 0.00119951 -0.0213636 0.04379 0.0136283 -0.00121704 -0.0171517 -0.00530768 0.00656988 -0.0357125 -0.0382675 0.0288709 0.00803314 -0.0306405 -0.0745761 0.000382864 0.0126226 0.030195 -0.00996197 0.0506388 -0.0225342 0.0133062 -0.00145813 -0.036922 0.000278104 0.0262607
internal_weight=3.67702 0.311934 0.290489 0.049882 0.240607 0.0966981 0.0709308 0.143909 0.0286583 3.36509 0.307041 0.254541 0.203458 0.0702553 0.016019 0.133203 0.0792972 0.0484538 0.0525002 3.05805 0.399825 0.266581 0.0899317 0.176649 0.133244 0.0675558 2.65822 0.124066 2.53416 0.171146
internal_count=2900 341 303 136 167 78 62 89 80 2559 275 212 174 66 73 108 63 45 63 2284 209 132 45 87 77 41 2075 55 2020 66
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=3 16 7 7 21 5 10 23 16 10 23 0 0 23 18 12 3 2 3 3 18 17 18 18 3 7 9 18 18 16
split_gain=0.00588052 0.00954197 0.00879505 0.00754837 0.00690884 0.00689716 0.0170337 0.0167356 0.0103147 0.0143631 0.00960548 0.00919325 0.0233364 0.0200822 0.0219537 0.0175279 0.0173111 0.0375037 0.0111702 0.0257732 0.00837218 0.0268237 0.0335075 0.0340387 0.0207522 0.00936954 0.0441466 0.0255972 0.0309666 0.0332635
threshold=108.42013948475001 21.084950694200003 18.853220637450004 18.446911739150003 2.2747687716500002 30.133297129900004 60.474177186300004 -0.11050499999999999 22.724946859200003 61.82916008405001 0.095845000000000027 85.716110573100011 85.807518149550006 0.091545000000000029 13.030213775350001 172.01106897260004 93.58791597905001 86.011634045550025 93.932038619750017 94.319176590550015 13.278511569200001 188.16174763880002 13.064341268650002 12.903279561150002 93.249170254600017 23.195026784100005 192.09062119805003 13.482409244300003 13.5308213324 22.654947022900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 7 -4 9 -8 -10 13 -13 14 -11 -16 20 -18 -15 -20 21 22 23 -14 -23 26 -22 -27 -29 -30
right_child=1 -3 5 -5 -6 -7 8 -9 10 11 -12 12 16 18 15 -17 17 -19 19 -21 25 24 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.00096061758006781061 0.03035731436914826 0.085674811487482488 0.031024439618334961 0.082704804295845619 -0.10035115419056198 0.042426337624815194 -0.06349294378202501 -0.10036325715083161 0.060558709180716201 -0.10067618904782959 -0.0010457357954185209 0.039123161931444828 -0.026438501127165854 0.06181311686846204 0.01222706492531849 -0.083856035424498085 0.023269047269261406 -0.086086839480129435 -0.10033463350651391 0.045559032159445262 0.011759408822938439 0.078485461918148869 -0.067640299305044158 0.080891871349781902 0.012022718090135592 0.047728836253757061 -0.052116418383224575 -0.10119143336400756 -0.0022927666633705732 0.065241250358912414
leaf_weight=0.019670954556951226 0.0051895425067413061 0.0046223149183788328 0.013832311321493762 0.023867705466727784 0.018317556811837221 0.037359213321792484 0.036278978793576111 0.032409435881164295 0.053540891492957488 0.045134850587601583 0.048001905030105263 0.15402667703892836 0.068632940509815721 0.034813507627404761 0.065609898966002334 0.02671756369940681 0.056943718809634336 0.0698053875878486 0.019937626952980736 0.030836251445094831 0.26410548219106322 0.083455004205461591 0.068942434363634675 0.051886072520574089 0.10748695267830044 0.11346493097516974 0.18329000082849234 0.030455892847385146 1.7862229776637981 0.076037377228203584
leaf_count=29 28 3 32 19 106 36 27 76 21 69 22 38 25 9 29 56 14 58 30 28 254 20 30 25 25 26 49 7 1676 33
internal_value=-0.000123818 -0.0456686 0.000231783 0.0449044 -0.0714953 -0.00031468 -0.000768067 -0.0610612 3.41075e-05 -0.000910951 0.0314367 -0.00023074 0.00117367 -0.0198424 -0.043519 -0.0155773 -0.000800589 -0.0369573 0.0181845 -0.0117297 0.00081651 0.0146203 -0.0120377 0.0197696 0.0410716 -0.00132363 -0.0144094 0.0015946 -0.00117107 0.000464694
internal_weight=3.6309 0.0281294 3.60277 0.0435387 0.0235071 3.55923 3.52187 0.0462417 3.47563 3.37408 0.101543 3.33781 3.11476 0.22305 0.137462 0.0923275 2.96073 0.126749 0.0855874 0.0507739 2.83398 0.380403 0.189461 0.120519 0.190942 2.45358 0.447395 2.00618 1.89272 1.86226
internal_count=2900 137 2763 48 134 2715 2679 108 2571 2528 43 2501 2280 221 154 85 2242 72 67 58 2170 125 80 50 45 2045 303 1742 1716 1709
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=19 18 15 16 22 16 18 5 15 16 17 15 10 21 12 16 16 21 6 9 8 16 17 13 15 17 20 6 0 22
split_gain=0.00434952 0.014034 0.00608803 0.0221334 0.0248063 0.0220504 0.0201166 0.0171167 0.0117826 0.0218648 0.020572 0.0154107 0.0150817 0.0113879 0.0198349 0.0175312 0.0251816 0.0153241 0.0152824 0.017903 0.0246039 0.0355141 0.0231578 0.0125913 0.0120077 0.0119693 0.01677 0.0255055 0.0158822 0.0154395
threshold=14.651182102100002 13.434779691800001 44.34858359035001 22.674946976100003 -0.063985 22.604947139800004 13.415872650200003 25.556820288350004 41.403124198950003 22.514947350300002 192.49174628505003 40.896729687200008 61.944763783650011 11.491326747450001 108.47758681740001 22.674946976100003 22.664946999500003 11.133313228750003 16.505385645700006 202.48520976110004 8.1436447804000007 18.484956774100002 192.15389660515004 98.741690215100007 17.382777826050003 206.58076374065004 42.526729949000007 14.185331438000002 91.410264893400026 0.36034500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -5 -4 11 -10 12 13 -11 15 -15 16 17 25 19 20 21 23 -21 24 -16 29 27 -27 -29 -1
right_child=1 -3 3 6 5 -7 -8 -9 9 10 -12 -13 -14 14 18 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0019874129722172555 0.057921382653028014 -0.0077554051257969353 -0.094724436617783736 -0.032609775464094805 0.072511081126835339 -0.043956708502140326 0.089534078644022366 0.022330515352358013 -0.03118337190099485 0.031348855220169843 0.060435403378501319 -0.043519940128754278 -0.030947182052569196 -0.03847852209420366 0.025304142008506888 -0.038775866479235983 0.090507166078703682 -0.085671023559107537 -0.030554797960990546 -0.10048304131148929 0.068676596914786045 -0.091006969583545372 0.017909481423990823 0.059187411689103422 -0.060216875300419026 0.023067172062590843 -0.068055691115051109 0.0033413417624046692 -0.09250519795748699 -0.073426934632789792
leaf_weight=1.7946607857196997 0.052584802244666551 0.085334036859421758 0.068768870440436558 0.023751593036649865 0.029613320273710886 0.036038055898643506 0.031190752051770687 0.015265231204466545 0.073927962286233995 0.096717932494357228 0.12419692550247419 0.086304515489246003 0.064967125188559294 0.067025757668886743 0.06956921438524688 0.13432367357381725 0.029321880545467027 0.022084431271252813 0.053738011946165898 0.023247606300614621 0.13791888512423611 0.027839143149321899 0.057103759850974711 0.081745738831671133 0.021488896128403212 0.10865378523776836 0.061236323179286956 0.029025136318523437 0.042755293165100738 0.027564170922221964
leaf_count=1425 28 33 81 34 17 34 13 31 27 25 42 31 24 30 155 56 7 27 58 23 36 25 67 87 51 228 81 14 39 71
internal_value=-0.000127553 0.0172854 -0.000825677 -0.0175535 -0.0374788 0.00857834 0.0367313 -0.0734608 0.000232293 0.0172925 0.0298282 -0.00190236 0.00631751 -0.000614663 0.0124309 -0.00374424 -0.0015197 -0.00281329 0.0196502 0.0260905 0.0361617 0.0138114 -0.0163444 0.0306979 0.00512195 -0.00192668 -0.0228379 -0.00749175 -0.0537487 0.000846646
internal_weight=3.57796 0.137919 3.44004 0.204628 0.149685 0.0656514 0.0549423 0.0840341 3.23542 0.35981 0.285882 2.87561 0.161685 2.7893 0.539677 2.24963 2.1153 2.08598 0.472651 0.418913 0.338562 0.200643 0.0803514 0.172804 0.0910581 2.0639 0.241671 0.180434 0.0717804 1.82222
internal_count=2900 61 2839 210 163 51 47 112 2629 118 91 2511 49 2480 532 1948 1892 1885 502 444 354 318 90 293 206 1858 362 281 53 1496
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=21 21 23 9 21 6 3 17 7 19 21 6 16 9 21 4 6 7 12 16 10 20 16 20 6 2 8 7 12 7
split_gain=0.004477 0.0147218 0.0147257 0.0183261 0.0263108 0.0227574 0.0311036 0.0270188 0.0289662 0.0226954 0.018982 0.0179122 0.0160488 0.0149941 0.0137839 0.0205555 0.0176206 0.0394314 0.0140678 0.0133853 0.0212997 0.016946 0.0133768 0.0137591 0.0127413 0.0170195 0.0127213 0.0142056 0.0123225 0.0237359
threshold=2.9845679401500003 2.1194692063500002 -0.093074999999999991 194.04304600165003 0.39820604590000008 14.815346158200002 82.753429713350016 201.96296776225003 23.031046061850002 14.451165964200003 0.12836581325000004 11.765274893750002 19.284954903400003 188.53841931785004 4.3636502323000004 169.78633280640003 16.315381206250006 22.597569836950004 72.692757749350008 22.674946976100003 61.928633034850002 40.21994457600001 17.294959556900004 37.186372654950006 15.710367070250003 152.77222943215003 7.6440346712000009 18.742910346600002 147.29495425805001 22.806258769100005
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 -5 8 9 -7 -10 -4 -8 26 15 -2 24 -18 -16 -20 21 -21 23 -1 25 -17 27 -13 -6 -30
right_child=14 -3 3 5 28 7 12 -9 10 -11 -12 13 -14 -15 18 16 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10028202100366182 -0.065400274250233578 0.028858829620475448 -0.10017164499161245 0.016386871763229088 -0.085490594370502229 -0.068650744305490022 -0.10044243881946931 -0.041842646368879195 0.018972248813947976 0.028389453236078024 0.079004644467715296 0.097289548078581728 -0.0075377881487779675 -0.011591612992387234 0.071207084041132157 0.034540649993834383 0.047489584078804943 -0.078176460544478979 0.0019403289985438943 -0.016401435675036342 0.018993074616302279 -0.10134057225164191 0.050695233785620658 0.022836562385805802 0.072084649892623615 -0.038216080919509274 0.10013268110379724 -0.10014048943932824 0.065454037280254659 -0.071469453434481051
leaf_weight=0.013509942767896632 0.080003217679262995 0.21118723141916007 0.01435729759501414 0.087047852382681867 0.074975975755023683 0.042998696151698823 0.0551510607997443 0.061420401299983496 0.097172937283175997 0.054837721214425983 0.11501002620207146 0.0065227536670136041 0.028050835488102166 0.06683030769272591 0.027817220665383835 0.06776258160357429 0.036825240592634145 0.077555994246722548 1.8494661582609917 0.047606585780158528 0.057427772507935515 0.046362977224362112 0.094865478770316258 0.02766326694234067 0.030298715748472205 0.061179370940394051 0.030305416497867554 0.0082590751106970117 0.019521768175764009 0.03602146095177261
leaf_count=72 32 150 126 153 30 20 48 37 32 24 36 8 14 24 9 54 27 46 1561 21 30 27 62 44 13 88 12 46 16 38
internal_value=-0.00012333 0.00501343 -0.000375247 -0.00555657 -0.0275597 0.00487426 -0.025401 0.0187509 0.0307556 -0.0142593 0.0515117 0.00498298 -0.0691204 0.0184727 -0.00259373 -0.0208126 -0.00777583 -0.0377181 0.000582062 -0.000399809 -0.0289869 -0.058309 0.0300367 -0.0175617 0.0137314 1.96044e-05 0.0630354 -0.0130209 -0.0590442 -0.023345
internal_weight=3.52802 1.14571 0.934522 0.798484 0.256794 0.54169 0.17025 0.37144 0.310019 0.0978364 0.212183 0.126275 0.0832019 0.111918 2.38231 0.353625 0.273622 0.114381 2.02868 2.00086 0.151397 0.0939696 0.136039 0.0411732 0.159241 0.128942 0.0450872 0.0147818 0.130519 0.0555432
internal_count=2900 992 842 664 300 364 215 149 112 44 68 216 62 90 1908 260 228 73 1648 1639 78 48 178 116 155 142 66 54 84 54
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=0 7 5 17 2 22 21 2 18 21 17 17 17 15 17 16 18 13 2 6 17 0 4 17 10 15 22 15 10 20
split_gain=0.00440502 0.0227547 0.0305194 0.0287652 0.0207092 0.0233872 0.0324565 0.0241595 0.0242408 0.0196365 0.0183482 0.0295972 0.0243997 0.0345299 0.0215479 0.0176498 0.0265629 0.0229126 0.0227722 0.0187857 0.0223578 0.0471569 0.0240168 0.0219801 0.019183 0.0333897 0.0319066 0.0203495 0.0411754 0.0237186
threshold=86.530713386650021 22.806258769100005 21.495293572000005 188.07781354100004 143.15549947900004 0.010100000000000003 1.8462237188500004 208.90944126775003 13.3584252364 8.4396577508000021 188.16174763880002 186.34046889365004 189.37128582595003 36.282341310300005 184.59783591905003 22.614947116400003 13.5308213324 117.50443950750001 226.19683278270003 15.785368822600002 196.58200213860002 88.232507383150008 319.52362798075006 201.78545703200004 68.214248143850014 33.551906023850009 -0.081169999999999992 31.506101402100004 70.026268923800004 36.82350895510001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 -5 6 -6 -8 -9 -10 11 14 -12 -14 -1 17 -17 19 -18 24 -21 -22 23 -23 25 -2 -27 28 -26 -29
right_child=15 2 3 4 5 -7 7 8 9 -11 12 -13 13 -15 -16 16 18 -19 -20 20 21 22 -24 -25 27 26 -28 29 -30 -31
leaf_value=-0.0026835265688694744 -0.066718861185215181 -0.092614089528357396 -0.10046461539912444 0.049293416525585151 0.043690119562588975 0.051785278078293862 -0.073611818730742504 0.074791905990338539 0.019930950913701968 -0.088199391774951397 0.07640221303314787 -0.047866827189969235 0.062743139854244345 -0.030529385664057947 0.061266022847798689 -0.011758215150180579 0.09587179322351036 -0.057938268027045027 0.017498456604433874 0.050605076794717707 -0.066427804824370121 0.044813158302569059 0.08686904103897268 -0.02644571680411429 0.057228309881902556 -0.040324521484293205 0.051806752404989359 0.032944964432799234 -0.00095007220047042557 -0.048689401867775164
leaf_weight=0.2701695745203383 0.122637939535719 0.054613727759715402 0.034391882403042473 0.059313914018275682 0.052951451107219327 0.044671082006061624 0.11951671883321069 0.026688401144383533 0.031461357210076812 0.036025506104124361 0.073996982351673068 0.1211873994285213 0.066737351683798352 0.097936239852288054 0.065455728606139019 0.10253858671057958 0.070045546948676929 0.067554617298810515 0.078760452110145707 0.15126753803633608 0.07299180563131813 0.084845867240801454 0.050437574231182225 0.088371424228171236 0.13955161614785516 0.078925838097347878 0.07177170054637827 0.047101121785089961 0.94835426443890558 0.14564670359368392
leaf_count=421 98 23 32 17 26 23 59 10 29 23 25 49 26 55 25 24 23 28 39 44 22 24 14 42 56 21 22 27 1432 141
internal_value=-0.000130556 -0.00517653 -0.0224413 -0.012979 -0.00486092 -0.0151788 -0.0263974 -0.0437646 -0.0058858 -0.0377907 0.00623345 -0.00550696 0.0287045 0.00727122 0.00978831 0.00238094 0.0274042 -0.000658244 0.0543901 0.00127468 0.0193181 0.00336408 0.0261413 0.00845854 -0.00392606 -0.0279753 0.00355422 0.00120688 0.00651279 -0.0287407
internal_weight=3.47592 1.15512 0.459634 0.40502 0.370628 0.311315 0.266643 0.213692 0.0941753 0.0674869 0.695483 0.456813 0.238671 0.164674 0.335625 2.3208 0.251345 2.06946 0.148806 2.0019 0.447914 0.296647 0.223655 0.173217 1.55399 0.273335 0.150698 1.28065 1.08791 0.192748
internal_count=2900 843 242 219 187 170 147 121 62 52 601 495 106 81 446 2057 86 1971 62 1943 146 102 80 66 1797 141 43 1656 1488 168
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=23 23 16 16 17 20 12 17 15 20 13 15 3 7 7 5 18 3 13 21 0 20 19 6 21 6 17 22 20 0
split_gain=0.00426733 0.013829 0.0128874 0.0340511 0.0121955 0.016803 0.0109743 0.0109258 0.013506 0.0134507 0.0141212 0.0167104 0.010099 0.0162689 0.0134482 0.0218778 0.0157831 0.00995259 0.00994314 0.0181459 0.0142408 0.0132651 0.0133763 0.0167973 0.0277335 0.0249443 0.0239777 0.0117127 0.0148321 0.0141744
threshold=-0.2485 -0.21013499999999999 22.604947139800004 19.314954833200002 168.75790693355003 37.663157789700008 211.56805207830004 168.97717400795003 19.215947067900004 35.97706729810001 117.57971633515002 26.557525034400005 101.23926781830001 20.778835947700006 22.087764922150004 21.964328598750004 12.752103815600002 112.71898403535002 95.870416931800023 20.770927814650005 107.15656416340002 45.027406014450008 11.850956171350001 13.665319288000001 5.7942671277000013 13.825323026450002 199.41622983390002 -0.15726999999999999 45.33565396960001 107.54101367610001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 5 -3 -2 8 -1 -9 11 -11 13 -6 15 -15 -16 -7 19 20 -18 22 -20 24 26 -25 -24 -22 29 -29
right_child=1 4 -4 -5 12 17 -8 9 -10 10 -12 -13 -14 14 16 -17 18 -19 21 -21 27 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.068012049136397107 -0.042686985454204712 0.047999827575615571 0.098760790029646717 -0.10050237569526271 0.063906456928667518 -0.082651200511306963 0.06121324546299961 0.040347205256917283 0.071475583521959582 -0.015554856623901481 0.01609533683065539 -0.097025740201816993 -0.0538786022296599 -0.062610891214738229 0.079165381129423534 0.030575555401829879 -0.10015920615845481 0.071435968255763982 0.040211686220533366 0.0649375603976379 -0.10009785809941758 0.051406810563812681 -0.083643867277470765 0.063114775708327062 -0.088502803551515755 0.00019106834521024783 0.019533786657303889 0.098293151079415345 0.076031866831423336 -0.10012617588126208
leaf_weight=0.0093667338811233014 0.01190048545254363 0.015883884282405947 0.024257742119516479 0.01966845147398999 0.040556802792253488 0.048311347017996553 0.069745168989442163 0.026112116709882116 0.026809795455761787 0.049329434924402449 0.035651467725983821 0.051416572929156246 0.033910081597809838 0.079700872426372249 0.02593238826193589 0.036839192298884882 0.033144399981079764 0.0045900913846708127 0.083983788728802078 0.016681949249687023 0.012335862820371801 0.053135042813096223 0.029146454663078081 0.064766846879138362 0.055538094057396847 2.3099508251594045 0.099122522991365258 0.0048245799894175425 0.018480147719941442 0.014187639863701307
leaf_count=32 50 47 7 15 35 220 72 52 65 93 13 33 78 71 14 30 178 5 54 13 121 63 53 37 120 1010 108 5 49 157
internal_value=-0.000120263 0.000760915 0.0332903 0.0176146 -0.000564869 -0.042199 0.046069 -0.0143416 0.0353598 -0.0254057 -0.0379935 -0.0571342 0.000385858 0.00100369 0.000135301 -0.033154 0.00151042 -0.0692815 0.000790005 -0.0302292 -0.0493628 0.00193675 0.000942011 -0.000347019 -0.0294709 0.00190722 -0.00391119 -0.0155744 0.0122358 -0.0497749
internal_weight=3.40528 3.20659 0.125572 0.101314 3.08102 0.0687853 0.0816457 0.198686 0.0361765 0.16251 0.136397 0.100746 3.01224 2.97833 2.93777 0.11654 2.82123 0.0529014 2.7953 0.0996546 0.0829726 2.69564 2.64251 2.55852 0.183807 2.37472 0.128269 0.0498282 0.0374924 0.0190122
internal_count=2900 2612 144 137 2468 272 122 288 97 191 139 126 2196 2118 2083 101 1982 225 1968 523 510 1445 1382 1328 281 1047 161 332 211 162
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=20 15 23 23 20 15 15 22 5 16 8 16 23 15 5 0 16 9 5 9 21 16 19 22 2 22 20 22 21 9
split_gain=0.00413353 0.0128453 0.00693264 0.0153671 0.00689065 0.0125983 0.0113869 0.00744028 0.00651514 0.0104376 0.00820986 0.00794424 0.0104315 0.00946226 0.0155603 0.021141 0.0148274 0.00917003 0.0123321 0.0142033 0.00985949 0.0142788 0.0134586 0.00894535 0.012022 0.0097654 0.0237551 0.0222448 0.0263818 0.0248513
threshold=32.785955158400007 36.282341310300005 -0.27223499999999995 -0.54481999999999997 34.997818021800008 31.198916099800005 23.304416445750004 0.68694500000000025 32.00428233840001 22.994946227800003 10.341929261000002 22.724946859200003 0.095290000000000027 45.49682449725001 24.301614351200005 86.692020874450009 22.604947139800004 216.18094582280003 23.398433971250004 217.83997408180002 1.4330698616500002 22.544947280100004 14.051133688400002 0.26077000000000011 70.507592614000018 -0.062629999999999991 41.134354310300004 -0.053019999999999991 3.4703576882500005 194.04304600165003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 11 -11 13 -13 17 -15 16 -16 23 19 -19 -21 22 -22 25 -25 26 -6 29 -29 -27
right_child=2 -3 4 -5 7 -7 -8 -9 -10 10 -12 12 -14 14 15 -17 -18 18 -20 20 21 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.079824923357961208 0.019987771825989206 0.051928542707888305 -0.10012806472629772 -0.072253887129920188 -0.020470451763795392 0.05892911894041114 0.018243898140047034 0.046236404251947721 0.049813762428411831 -0.092187824597587578 -0.0011979817000183756 0.06748380234101041 -0.0031944337628304845 -0.095150303604471118 0.027226523989269065 0.08970057731136645 -0.067134882085239753 0.073677103980092598 0.093648051109111216 0.055767844826667703 -0.0044778751195907939 0.067159118199318454 -0.086820169318987894 0.015775606285761048 -0.078776902859391318 -0.0093519083101123411 0.0039606323776959279 0.027734519455143165 -0.012516248329143224 0.072527875705856212
leaf_weight=0.021898210121974571 0.033136296419741029 0.011176568106748164 0.011277524063096567 0.039698345646684952 0.62577727414884865 0.054325026052538306 0.029085824749927269 0.034587505806484731 0.025627431168288584 0.022172887563215116 0.017939180626854068 0.039605651810688758 0.044171566594741307 0.027203215926419833 0.026186230086295836 0.017526731176985777 0.045738264829907394 0.030794507879363553 0.021052753851108719 0.024523799833673365 0.063550212286628494 0.017998686715145595 0.0288659882853608 0.022430932686802296 0.033575146222108998 0.059169902686335263 1.0933488226207293 0.24200555484345176 0.4977744532239079 0.09923438534451634
leaf_count=164 50 4 61 89 450 20 19 38 49 39 7 22 20 28 29 7 91 25 15 39 124 12 21 11 53 24 821 160 378 30
internal_value=-0.000125534 -0.035303 0.000224031 -0.0302883 0.000906668 0.0274877 -0.0148292 0.000110392 -0.000399923 -0.000814949 -0.0514948 -0.000150727 0.0302187 -0.00100544 -0.0289223 -0.00878149 -0.0327798 0.0001332 0.0215546 0.0123967 -0.00158816 -0.0143273 -0.0301973 -0.00136352 -0.0409078 -0.000517342 -0.0049325 0.00793328 0.000651057 0.0419427
internal_weight=3.36146 0.0330748 3.32838 0.0728346 3.25555 0.0946884 0.0403633 3.16086 3.12627 3.10065 0.0401121 3.06053 0.0837772 2.97676 0.116654 0.0894512 0.0719245 2.8601 0.186786 0.165733 0.134939 0.110415 0.0924162 2.67332 0.0560061 2.61731 1.71913 0.898184 0.73978 0.158404
internal_count=2900 168 2732 139 2593 100 80 2493 2455 2406 46 2360 42 2318 155 127 120 2163 236 221 196 157 145 1927 64 1863 1271 592 538 54
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=3 23 7 7 18 21 23 17 17 8 8 22 22 22 19 21 23 22 23 4 23 13 16 16 16 17 21 22 10 20
split_gain=0.00510177 0.00812153 0.00693046 0.00954842 0.0203944 0.00982067 0.011963 0.0148994 0.010386 0.00973649 0.0118012 0.0147792 0.00704098 0.0182083 0.0180251 0.0202664 0.0241777 0.0315357 0.0414127 0.0285569 0.0273264 0.0250428 0.023432 0.0220631 0.0337349 0.0220316 0.0171801 0.0161118 0.016092 0.015738
threshold=108.42013948475001 0.070195000000000021 19.874819532250005 21.725272673150005 14.339258036900002 6.9984086918000008 0.079785000000000009 172.46189488870002 171.14418113535001 9.5425530862500008 9.0429429770000009 -0.087910000000000002 -0.062629999999999991 -0.053019999999999991 14.651182102100002 14.398283575950002 0.084795000000000023 -0.036264999999999999 0.09642000000000002 193.19324462480003 0.076080000000000023 107.97116697695002 22.634947069650003 22.584947186600004 20.719951547750004 189.57010944335005 7.4080080539000006 0.049235000000000008 71.273713496300005 36.514114975300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 8 -8 -4 10 12 -12 -5 26 15 16 20 -18 21 -20 29 27 -23 24 28 -17 -14 -19 -21 -15
right_child=1 -3 3 9 -6 -7 7 -9 -10 -11 11 -13 13 14 -16 25 17 18 19 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02598238581540549 -0.077463306013981992 0.054753283133102071 0.011860265683234486 -0.0029801885615554444 0.060729241644808779 -0.08641829284996333 -0.066273937016264731 0.043570526334806008 -0.10055843095803954 0.052978413290242055 0.005428977403681829 -0.10031822334083217 0.01145425205665334 0.049015197203520426 0.066901755164167284 0.041267249334382312 -0.088015698437986969 -0.072152794674071208 -0.040018298218795434 0.085585822338076004 0.064588492049306223 -0.088651820964723974 -0.0018782895520451041 0.076967145807222442 -0.04704933962075801 -0.076376675111089434 0.077294596145630778 0.04881983821310433 -0.0054665487141612856 -0.014970192687297702
leaf_weight=0.10126975242624858 0.018940338982886717 0.0061558101685932334 0.011800377308475496 1.8282711151731572 0.02342065633825996 0.034442520745187721 0.018750342229253647 0.036166903115883997 0.027071358514291433 0.035120661390464991 0.026755089124662845 0.026118106779108419 0.099303157278583853 0.053326417863476472 0.040747409890173003 0.021126214523750519 0.046337523586615248 0.01473476791306183 0.058307134069195854 0.0546244882280007 0.11500741135902004 0.09347886936325267 0.046649692930259334 0.090006419323799491 0.055530970730615081 0.064579739076179976 0.065953319073742023 0.043546912206873678 0.030108801327420665 0.1377041741009748
leaf_count=128 125 12 42 1462 22 96 39 36 40 23 21 31 36 52 15 24 29 36 28 13 108 62 20 34 17 48 26 83 65 127
internal_value=-0.000114897 -0.045032 0.000226666 -0.000588677 -0.025079 -0.0407514 -0.0239809 0.00606644 -0.0664312 0.000630097 1.9747e-05 -0.0468076 0.00085639 0.00705785 0.00180952 -0.00105766 0.00367202 -0.00918453 -0.00168365 0.0224965 0.0260768 -0.0368524 -0.0597644 0.0383259 0.0135301 -0.0473779 0.0377309 0.0182356 0.0532316 0.00289141
internal_weight=3.32536 0.0250961 3.30026 3.19899 0.151652 0.128232 0.093789 0.0549172 0.0388717 3.04734 3.01222 0.0528732 2.95934 1.13107 0.965817 0.92507 0.839364 0.533326 0.486988 0.288578 0.306038 0.19841 0.140129 0.230271 0.140264 0.085706 0.165256 0.0582817 0.0847333 0.191031
internal_count=2900 137 2763 2635 275 253 157 75 82 2360 2337 52 2285 823 761 746 674 387 358 157 287 201 82 129 95 72 62 119 78 179
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=13 3 16 13 22 22 20 6 5 20 23 19 23 16 20 21 23 3 15 17 21 5 23 23 22 2 4 22 22 3
split_gain=0.0045207 0.0399492 0.0370811 0.0321735 0.0211932 0.0175365 0.0178726 0.031397 0.0217853 0.0183753 0.0151488 0.0122594 0.012231 0.0283891 0.0229457 0.0267412 0.0223907 0.0209959 0.0395855 0.0200683 0.017906 0.0166088 0.0165435 0.0200966 0.0203566 0.0188286 0.0183895 0.0173588 0.0365694 0.018148
threshold=112.82921081865001 89.227236891450005 19.974953289850003 113.85351336640001 0.20327000000000003 0.13860000000000003 38.238138001450004 15.785368822600002 19.861308675400004 39.134693790050008 0.25847000000000003 14.351157895250003 0.093295000000000031 22.614947116400003 41.902916368500009 5.5487347714000004 0.08784500000000002 93.794927255050013 40.452545866750008 192.84209122775002 2.0547139412000006 22.553892743650003 0.085880000000000026 0.084795000000000023 -0.042409999999999996 165.21120286730005 376.98468903265001 -0.14380499999999999 -0.089514999999999997 108.3367972827
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 5 6 7 -5 -8 -10 -1 -9 16 19 15 -15 20 18 -18 -14 -11 -17 23 24 26 -24 27 29 -29 -22
right_child=1 3 -4 4 -6 -7 8 11 9 12 -12 -13 13 14 -16 21 17 -19 -20 -21 22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00027687740848799129 0.056358131950424488 -0.089621126115251845 -0.078857096565763729 -0.022240313646970288 0.068587010584722052 -0.05511769392825653 0.072618761469151388 0.010752485077526831 -0.060158429192637822 0.0405487826234519 -0.10023539271588389 0.088287928562576293 0.067616766465564873 0.061058949813361997 -0.051603749107338837 0.01824307206651592 -0.084859869294977963 0.017567776082033925 0.017002874975397309 0.0089052010034794959 0.069980392402569383 -0.058356441215519174 0.072612202489683253 -0.068320923258566382 0.061265089997085354 -0.0098636648069985733 -0.08977234956470781 -0.089726452298498641 0.0068413471417859114 -0.048745104493867902
leaf_weight=1.3331398913012287 0.13104629083682073 0.039936608856663613 0.063828208001723286 0.064644417609088012 0.045402163118524075 0.057103475947314908 0.037739454295660724 0.028185972490462063 0.056658745890672324 0.095175865015334926 0.015165342467282517 0.073750936171563808 0.10707611795919547 0.064053759856506076 0.094435087861171496 0.057010973767319229 0.12091507759032538 0.055961278482925536 0.05573692641019079 0.12759346826896945 0.047054511695932111 0.056220654918433866 0.050018616263059812 0.063054519218894711 0.038883413495839458 0.061977936962875901 0.030115497216229414 0.056466749907030267 0.1283554674650994 0.017724432417651315
leaf_count=1842 54 32 49 14 30 29 18 56 25 48 39 29 43 27 64 19 37 42 30 39 30 21 14 20 67 27 35 27 49 44
internal_value=-0.000112408 0.00312314 -0.0043794 -0.000906455 0.00118834 -0.000670835 0.00128604 0.0322766 -0.00234379 -0.00438717 -0.000853655 0.0668491 -0.0020074 0.0102163 -0.0117876 0.00942138 -0.00954293 -0.0358107 -0.0527203 0.0356944 0.000834012 -0.0197894 -0.00682299 -0.0167398 -0.00653128 0.0269708 -0.0159557 -0.00704934 -0.022662 0.0374954
internal_weight=3.27443 1.8623 1.41213 1.73125 1.69132 1.64591 1.58881 0.166581 1.42223 1.38449 1.34831 0.101937 1.32783 0.50639 0.27172 0.177285 0.82144 0.232613 0.176652 0.23467 0.588827 0.113232 0.493651 0.381655 0.3186 0.111997 0.279717 0.249601 0.184822 0.0647789
internal_count=2900 970 1930 916 884 854 825 99 726 708 1881 85 683 213 131 67 470 109 67 82 361 40 313 272 252 41 185 150 76 74
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=5 5 22 5 22 8 13 7 16 20 5 0 7 18 21 12 8 9 8 22 18 18 21 7 3 20 19 3 13 10
split_gain=0.0039531 0.0139231 0.0109379 0.0116234 0.0139968 0.0136228 0.0166586 0.0160468 0.0164718 0.0174676 0.0118509 0.0107356 0.00874641 0.0124681 0.0120796 0.00713113 0.0104777 0.013979 0.00827855 0.0073464 0.00661944 0.0168016 0.0244215 0.0154192 0.0293577 0.0252797 0.02376 0.0192414 0.015682 0.0147976
threshold=23.606333875400001 23.524801812050004 -0.54972999999999994 29.040033326300005 -0.095019999999999993 8.7431769115000026 117.67112391160002 23.724432465350002 22.594947163200004 41.028010303750008 26.704856022900003 75.994645973400011 21.725272673150005 11.955585097900002 13.296557277800002 58.770113158150004 8.8430989333000021 208.21354399485003 8.7431769115000026 -0.083794999999999994 12.949570119650001 13.075178189100003 6.450325770250001 22.580174331950005 93.394346993650018 45.90502654165001 14.451165964200003 93.356708579850007 99.593931442450014 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 15 -2 4 10 6 7 8 9 -6 -4 -12 13 14 -5 -1 18 -18 20 -19 29 22 -22 25 27 -23 -26 -25 -27 -17
right_child=2 -3 3 12 5 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 17 19 -20 -21 21 23 -24 24 26 28 -28 -29 -30 -31
leaf_value=0.057251996665571292 0.069766318910094674 0.071443859085408484 -0.085163160800106164 0.056082012261625284 0.081631918763969913 -0.077879667161426594 0.055144400322714809 0.018661645235355837 -0.1003032848723699 -0.10015124971573702 -0.10015387936211995 0.052598290776189362 0.10004098381916504 -0.067400577896475147 -0.055655262335331683 -0.060190639148494887 -0.081691352971720532 0.034737371560778739 0.031231415634939405 -0.036583587148648788 -0.01642254743155255 0.056663874016820583 0.063793393235847803 -0.0010760008352367562 -0.093808943881133561 -0.085009161770401409 -0.010767529338286942 0.086768375930988489 0.0183773390858748 0.0021157516891524542
leaf_weight=0.02191598340869072 0.016377239235225716 0.027881822650669963 0.054512877897536782 0.040929034122882513 0.013515674884160833 0.024993378300138147 0.042395378866785904 0.05785232616472058 0.03385995257596619 0.0086811927206724704 0.0067995219207546134 0.014229603452349693 0.011402867318793142 0.017569835214374052 0.012670177514337411 0.05759266069431257 0.036084623222450207 0.027748173116606267 0.088355746209344832 0.030118652989116868 0.061896964234620433 0.11030689616090716 0.098114540169490283 1.9577685644152825 0.061617412051418685 0.024715754306896542 0.078162091493140906 0.025256649474613257 0.036102042855077343 0.11272343159362208
leaf_count=8 10 11 120 75 18 42 24 28 69 57 49 15 9 57 21 33 22 22 35 27 27 108 26 1761 33 81 27 5 29 51
internal_value=-0.000114026 0.00112409 -0.0100539 -0.0139054 -0.0243981 -0.00932926 0.00163208 -0.0182845 -0.0564139 0.0105365 -0.0605628 0.00320766 0.0187322 0.00570478 0.0296687 0.000430909 -1.27972e-05 -0.0328441 0.00112432 -0.00238392 0.000110645 0.00143378 0.0327636 -0.000751614 -0.0030794 0.0281246 -0.0473737 4.28224e-05 -0.0236379 -0.0189533
internal_weight=3.21215 2.85636 0.355789 0.339412 0.25684 0.181298 0.156305 0.113909 0.0560568 0.0221969 0.075542 0.0210291 0.0825719 0.071169 0.0535992 2.82848 2.80656 0.0939514 2.71261 0.0578668 2.62426 2.45394 0.160012 2.29393 2.1228 0.171125 0.13978 1.98303 0.0608178 0.170316
internal_count=2900 2306 594 584 422 238 196 172 144 75 184 64 162 153 96 2295 2287 71 2216 49 2181 2097 53 2044 1826 218 60 1766 110 84
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=18 6 23 13 19 16 20 15 6 6 18 6 6 3 22 13 18 7 22 2 14 10 13 7 19 16 15 15 16 15
split_gain=0.00386571 0.0133318 0.0109487 0.0122187 0.0125563 0.0243961 0.0124136 0.00955345 0.00941117 0.0198215 0.0123593 0.0130099 0.0114865 0.0111387 0.0108742 0.0194584 0.0167967 0.0158872 0.0125979 0.0140574 0.0114352 0.0096079 0.0140205 0.0196317 0.0113331 0.0161794 0.010925 0.00976919 0.0263264 0.0182353
threshold=16.873483924050003 3.6650856341500009 -0.15684499999999998 95.870416931800023 12.150980378200002 16.514961380800003 44.710446918150005 5.4774945026000008 13.665319288000001 13.775321858200002 16.433295803950003 2.7550643716500001 5.1551204485500008 81.796338618900009 -0.58350999999999986 99.19872809730002 16.083212871900006 24.390191290350007 0.049235000000000008 81.219375828750017 278.23408957510009 75.465019721650009 104.51649827935002 23.9444576715 12.651020723000002 17.844958270700005 23.4448654772 28.566186095050004 18.564956587050002 28.321365561200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 7 -3 6 -5 -6 -4 -2 10 -10 11 -1 -13 -11 -14 16 17 -16 19 -17 -20 22 23 -15 -24 26 -26 29 -29 -27
right_child=1 2 3 4 5 -7 -8 -9 9 13 -12 12 14 21 15 18 -18 -19 20 -21 -22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=0.079943495223472147 0.079749768731683518 0.075871021043933423 -0.070473887623870732 0.069973912287029205 -0.10024472876850815 0.05675345368115732 0.080341409538647962 -0.10009967300484568 0.060102794706898735 -0.062654036756408238 -0.069354869289497176 -0.077503222084456466 0.041990683120207706 0.032050373817490478 0.017033038701499078 0.023641215369819505 0.091112755379063104 -0.081853338387630536 0.050949631048908151 -0.071491383989086235 -0.059771805765397458 0.03916208310264134 0.043015163597321521 -0.10076195465835334 0.0014787950462840785 0.0063144558707071436 -0.10045820597824257 -0.083330972325839622 3.6513873633155213e-05 0.074717835274442604
leaf_weight=0.015535724885354152 0.0036740339986537354 0.032620145294742997 0.027138136502617982 0.041375999251613393 0.016882916404938442 0.023921738083572563 0.006831507778770173 0.015060954097085855 0.055965438230487385 0.028114749536144124 0.038271506312376857 0.026004099513912138 0.037757197288101452 0.017269682788598639 0.07857443297507416 0.018570066382380901 0.023201148076168465 0.020482132377651396 0.024885395050660009 0.094965201332115612 0.014920502435415983 0.063122989664876061 0.061737488930234341 0.0313036052393727 0.01731864915272785 0.20596787321079579 0.026757930468107816 0.038604012853284408 2.0167568909493383 0.048067603400340886
leaf_count=19 44 39 206 27 32 28 8 210 33 33 99 179 32 46 125 14 23 58 24 151 25 27 102 9 55 176 51 75 933 17
internal_value=-0.000116032 0.0146688 0.0246803 0.0103037 0.0311565 -0.00820451 -0.040144 -0.0648302 -0.000940406 0.00123153 -0.015364 -0.00954172 -0.0136383 -5.79918e-05 -0.00833843 -0.0152335 0.0145247 -0.0034139 -0.0389595 -0.0559313 0.00944775 0.000638461 -0.000348527 -0.053542 0.000721269 -0.000388205 -0.0604049 0.000757259 -0.0015293 0.0192575
internal_weight=3.17166 0.167505 0.14877 0.11615 0.0821807 0.0408047 0.0339696 0.018735 3.00415 2.61099 0.393167 0.354896 0.33936 2.55502 0.313356 0.275599 0.122258 0.0990566 0.153341 0.113535 0.0398059 2.52691 2.46378 0.0485733 2.41521 2.35347 0.0440766 2.3094 2.05536 0.254035
internal_count=2900 594 340 301 87 60 214 254 2306 1557 749 650 631 1524 452 420 206 183 214 165 49 1491 1464 55 1409 1307 106 1201 1008 193
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=12 8 0 4 18 0 18 17 4 4 0 12 2 5 4 2 21 21 9 20 5 0 9 14 21 16 21 2 9 6
split_gain=0.00399868 0.0109976 0.0164679 0.01518 0.0176985 0.0142254 0.00998307 0.0075695 0.00948976 0.00611392 0.00855396 0.015271 0.0230969 0.0149033 0.015996 0.0233571 0.0194343 0.0163938 0.0293735 0.0278735 0.0205137 0.0331676 0.017288 0.0150654 0.0185057 0.0203675 0.0176929 0.0147128 0.0144548 0.0143143
threshold=92.695913642950003 8.3434888241000014 92.313586825200005 144.53986173305 15.078943968800003 86.280686780500005 13.919698996450002 166.83257850275001 163.60960442095003 158.04546874885003 86.530713386650021 98.870599058600007 77.807238814800016 21.197160116700001 248.34582299520005 187.77144079505004 3.8005420560000007 11.217348012850001 186.67271206880002 42.233786329550007 21.964328598750004 86.001087134900004 199.68228938305 279.92507423175005 11.133313228750003 22.584947186600004 6.5006332158500006 243.75909071190003 181.61255275325001 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 3 5 -1 6 -3 -5 8 -2 -9 11 -11 -13 -14 17 16 -16 18 28 -19 -20 22 -22 -17 26 -26 -25 -28 -15 -12
right_child=7 2 -4 4 -6 -7 -8 9 -10 10 29 12 13 14 15 23 -18 19 20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.027796079919718469 0.082406302594901601 0.019682457072656711 0.053388661223744041 -0.024362108996334064 0.016100862930670701 -0.057005937696870103 -0.10068870067853247 0.04139961158368749 -0.057259177326473065 -0.077114376241420229 -0.00085608201287268998 0.10010904993516266 -0.050629733584631853 -0.0021080744166770042 0.015540679548596632 0.051970014403901088 -0.096512714915732156 0.078998636405493317 -0.075431254494556232 -0.0095678490826564214 -0.067015424165884838 0.059042901888476107 0.021289684256569734 -0.033258554313425941 0.011796559185377651 -0.10039544367622683 0.082580795015609429 -0.0077705040051176816 0.087311268633001329 0.018057354282448524
leaf_weight=0.032920536417805457 0.0055574083160084822 0.051058834386722651 0.051338449236936867 0.025763535331805087 0.029387119045878762 0.045962362550199032 0.051172595916000319 0.038200245471671557 0.039043166065010126 0.030060933431287018 1.3159595149127801 0.020559993572533131 0.072077096686712139 0.031112245922031434 0.021045298593207917 0.039630463739911193 0.058511518479804181 0.075531790859031389 0.05555846326660685 0.067104955330250959 0.068189306253316317 0.053548101459455211 0.032851342382400617 0.061400731086678206 0.026134112197496506 0.042488839145818247 0.038012827201441723 0.034272569834399746 0.043151555815711617 0.57499997086051724
leaf_count=21 9 38 21 23 31 14 32 9 289 10 1594 7 32 84 25 36 46 23 21 19 36 14 27 94 27 50 19 31 12 206
internal_value=-0.000119665 -0.0113566 0.00758782 -0.0315413 -0.0499138 -0.0166475 -0.0751293 0.00101629 -0.0398563 0.00166725 0.00111776 -0.00708061 -0.00457784 -0.00720069 -0.00301892 -0.0198669 -0.066871 0.00966482 -0.00421053 0.0373316 -0.0233148 -0.00458446 -0.0383048 -0.00441053 -0.015455 -0.0576687 0.00621392 0.0397427 0.0498497 0.00489509
internal_weight=3.13261 0.287603 0.14836 0.139244 0.106323 0.0970212 0.0769361 2.845 0.0446006 2.8004 2.7622 0.871242 0.841181 0.820621 0.748544 0.321496 0.0795568 0.427048 0.284411 0.142637 0.210147 0.154589 0.101041 0.24194 0.202309 0.068623 0.133686 0.0722854 0.0742638 1.89096
internal_count=2900 180 73 107 86 52 55 2720 298 2422 2413 613 603 596 564 328 71 236 194 42 98 77 63 257 221 77 144 50 96 1800
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=22 6 16 10 16 9 15 15 0 15 16 13 3 20 13 10 0 20 18 9 19 19 14 16 7 15 15 6 15 10
split_gain=0.00353926 0.00558052 0.00458855 0.0228231 0.017125 0.0296 0.0159058 0.0235172 0.0149877 0.0283006 0.025991 0.0264695 0.0379275 0.0372166 0.0265742 0.020499 0.0202313 0.0196003 0.0268398 0.0238625 0.0168791 0.0147213 0.0233479 0.0195922 0.0140858 0.0132545 0.012587 0.0184594 0.0167968 0.0162749
threshold=0.68694500000000025 11.125259939900001 18.594956516900002 71.787208999250012 18.384957008000004 187.38923140910003 31.385732506450001 28.321365561200004 93.972365491700018 27.122924609850003 19.214955067100004 112.82921081865001 89.227236891450005 38.175120519550006 113.85351336640001 70.026268923800004 92.313586825200005 38.441102963850007 13.373311100250001 193.60452210450003 14.251149826300002 12.851036860900001 180.68590093575003 16.514961380800003 25.203872206850004 26.410889167300002 23.969938375100003 13.705320222600003 23.356956033300005 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=2 -2 4 8 6 -6 7 21 10 -10 16 13 -13 -12 -14 -11 -4 18 19 20 -16 25 -23 -24 -17 26 28 29 -1 -28
right_child=1 -3 3 -5 5 -7 -8 -9 9 15 11 12 14 -15 17 24 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001225183281120901 -0.0052711497871998272 0.0729649898062458 -0.0077127944685493307 0.068590800089102649 0.073314883569607678 -0.10048962676485228 -0.10024686801450576 0.062504213805061853 0.070098842514047563 0.024893352452619928 0.0036998529290100998 0.057040129459248773 -0.087420865466303108 -0.088884966523865225 -0.011665828949518262 -0.10045820329875493 0.073511944099299828 -0.0032391003022265914 0.079641034134212238 -0.044496618173119062 0.084692462551546902 -0.10047996736816878 -0.080238803010217213 0.015117500521933856 -0.013364551693472599 -0.10024419040650367 -0.084814638699655109 0.064843597631051256 -0.088163473768238784 0.063867594694339988
leaf_weight=0.42759356208835519 0.019803878640601513 0.016895326934900368 0.047264140744972649 0.050140721483330597 0.012722565319450041 0.042637289363256059 0.016463233026570379 0.054342132373328411 0.022924286851775721 0.026962781092151999 0.097693982046621275 0.12195452897140047 0.034665731305722036 0.078146008844669268 0.03309702932347125 0.062624349124234868 0.087317887868266553 1.3532341193806727 0.071043770207324997 0.058137127540248912 0.040331854397663847 0.038733374111899366 0.029352585087742966 0.081024221590837442 0.026397454155812738 0.0124805014594358 0.019225309632020071 0.069068287350830815 0.022108305612562162 0.011930867495323128
leaf_count=1083 28 16 41 28 22 74 58 43 9 15 29 50 12 53 37 57 30 665 22 24 19 41 82 160 20 27 51 42 47 15
internal_value=-0.000122882 0.0307467 -0.000494367 0.00189272 -0.00679757 -0.0605466 -0.0029941 -0.000903517 0.000345724 -0.0314289 0.00252765 -0.00049845 0.00329544 -0.0374463 -0.000825506 -0.0514959 0.0449865 0.00110392 0.0301111 0.00336557 0.0412603 -0.00574628 -0.0336815 -0.0102407 -0.0746325 0.00166015 0.00397286 0.0360196 -0.00316935 -0.0278786
internal_weight=3.08632 0.0366992 3.04962 2.21194 0.837682 0.0553599 0.782322 0.765859 2.1618 0.138909 2.02289 1.8883 1.71246 0.17584 1.59051 0.115985 0.134582 1.55584 0.20261 0.131566 0.0734289 0.711517 0.14911 0.110377 0.0890218 0.562407 0.549926 0.100224 0.449702 0.0311562
internal_count=2900 44 2856 1111 1745 96 1649 1591 1083 101 982 911 829 82 779 92 71 767 102 80 56 1548 283 242 77 1265 1238 108 1130 66
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=22 17 0 5 5 0 19 17 22 18 18 7 4 9 19 21 0 3 18 22 22 15 5 2 9 8 18 7 18 22
split_gain=0.00388956 0.0108588 0.0288248 0.0221891 0.0192877 0.0363823 0.0313192 0.0191688 0.0184174 0.0221046 0.0170434 0.0115471 0.0127401 0.0108068 0.0146077 0.0174125 0.0107718 0.0153313 0.0108667 0.0101435 0.0273348 0.0254191 0.0339104 0.0262041 0.023323 0.018781 0.0283981 0.0285684 0.0175002 0.0160007
threshold=-0.11600999999999999 195.76335783930003 86.950112854950021 21.893521430150003 21.495293572000005 86.20003303655001 13.951125619400001 190.79973618785002 -0.12835499999999997 14.561733809950001 13.316069313700003 22.124753953150002 375.86663358980007 66.290220196950017 14.351157895250003 11.702496363450001 98.615332683000005 73.733652685700008 17.454031341500002 -0.088099999999999998 -0.085734999999999992 34.098324821200009 21.495293572000005 132.99388411665004 206.65653280825003 8.543332867800002 14.752187928300001 25.481538055850002 13.832542267500001 -0.079824999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 10 11 9 -4 -1 12 13 -6 15 -15 -11 18 -18 21 -21 25 -23 -24 -25 26 28 -28 -2 -22
right_child=19 2 3 -5 5 -7 -8 -9 -10 16 -12 -13 -14 14 -16 -17 17 -19 -20 20 29 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.07931335616288393 0.014833218893106005 -0.10053517398404231 -0.10078160658055571 0.065695532734589709 0.060395204622697263 -0.075308706213266408 0.07782741184589595 0.087178074675791681 0.039017187516690768 0.01625923773089737 0.017768294364952968 -0.10029303539725161 -0.088743482985693165 -0.088278034969300548 0.066217141936736668 0.059065293797713386 0.06632080065077442 -0.10013943401419159 -0.10005831922859919 0.050846947346957827 -0.024185787193709771 -0.095910381209009674 0.017908750366896705 -0.09455779217339734 0.028142148561149074 0.055932624963139367 0.056184688210353419 -0.054036145819495868 -0.10059235494726966 0.0024942320095048434
leaf_weight=0.019763809820347311 0.019345580927848105 0.031440580668416374 0.034736478539343807 0.04373824292270001 0.039834681042066222 0.060134000799394016 0.094353034197411034 0.030749030732295068 0.050270226881991675 0.066002305073197931 0.21268922590499173 0.010744290471166096 0.011989613358572626 0.026195443140764496 0.018044592026853934 0.01155982128591404 0.013804991381221043 0.024534458681770843 0.0054853384814732556 0.1045497426119516 0.26903994279124921 0.070555109479755629 0.10582840660936199 0.053759893567686845 0.02176281644960909 0.061943807231727988 0.075606535088494908 0.034131586382056156 0.040916983343329605 1.36651412475677
leaf_count=13 15 29 19 16 33 56 31 17 27 60 369 18 25 142 12 16 28 108 94 66 166 44 29 54 20 26 38 82 39 1208
internal_value=-0.000129866 0.00582132 -0.0105324 0.00132872 0.0140587 -0.00964659 0.029237 0.0168327 -0.013121 -0.0312514 0.00951414 -0.00144118 0.00842736 0.0206096 -0.00779279 -0.0431648 -0.00926015 -0.0476936 0.0190097 -0.00228687 0.00127435 -0.0150943 -0.0370879 -0.0142029 -0.0592003 0.00879215 -0.0083846 0.021903 -0.0635383 -0.00189449
internal_weight=3.03002 0.80607 0.270013 0.238572 0.536058 0.209251 0.326806 0.149117 0.194834 0.144564 0.232453 0.118368 0.107624 0.0956345 0.0557999 0.0377553 0.109827 0.0438248 0.0192903 2.22395 1.7401 0.483851 0.251906 0.181351 0.0755227 0.231944 0.170001 0.109738 0.0602626 1.63555
internal_count=2900 1113 381 352 732 319 413 263 336 309 382 246 228 203 170 158 290 230 122 1787 1440 347 147 103 74 200 174 120 54 1374
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=5 5 22 15 15 16 16 13 18 0 5 6 17 0 2 22 18 6 21 13 9 10 21 6 21 10 22 7 7 7
split_gain=0.00353077 0.010049 0.0137097 0.0129758 0.0110468 0.0107018 0.0122113 0.0115359 0.0114185 0.0150606 0.00973317 0.0164724 0.0166852 0.0127049 0.0110557 0.0106824 0.00982582 0.0124798 0.0152072 0.00946379 0.00837122 0.0361004 0.0224205 0.0200245 0.0176777 0.0173709 0.0160832 0.0153837 0.0254176 0.0251403
threshold=23.721757872050002 22.963361893800002 -0.068524999999999989 42.80317728375001 42.133814420300006 22.674946976100003 22.654947022900004 117.61735474900001 12.777826849750001 85.737618238150006 25.763052016400003 16.395383075500003 199.01194954300004 86.780739992750014 317.41815758785003 0.11970500000000002 13.512826932300003 16.445384243750002 2.2033311313000001 117.56358558635002 197.58039077460003 62.197478847950002 10.048480919900003 15.785368822600002 7.9012669525000012 62.305017173150013 -0.10282499999999999 23.824098587650003 24.071745547300001 23.633329316050006
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 -1 -10 11 -2 16 14 15 -12 17 -13 -19 -4 23 22 -22 27 26 -23 -25 29 -29 -11
right_child=10 2 19 -5 -6 7 -8 -9 9 20 13 12 -14 -15 -16 -17 -18 18 -20 -21 21 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.054755554840995681 -0.085903391732787604 0.039280637937256918 0.019757792384533721 -0.030599528188581457 -0.048956613374846254 0.0080204532190383572 0.033906621864550422 -0.051578417248957925 -0.053273593513444767 -0.0085579824645933746 0.013926198230836767 0.08685735994787952 0.050575660870437723 0.085093545068749651 -0.10022229061233479 -0.10019213377791517 -0.100273300215435 0.03450602149654481 -0.078297065087420653 0.086658450612945651 -0.07400117276249106 0.093075195381845874 -0.0047414782214535468 0.085034825953442014 0.0025598754358443958 0.00071861559056131895 0.025154414988156983 0.07347152516610618 -0.0022523529453777856 -0.095882231893011982
leaf_weight=0.037650926377469029 0.037483784145294297 0.046605250946868182 0.042358209087978937 0.06181796629107339 0.046567213567868637 0.054926459262787719 0.11274545194464725 0.079460212382400641 0.053329883265007871 0.29881671540926324 0.1096972338270632 0.0099902457727694127 0.032846131880432949 0.018532431829953566 0.010815450714318331 0.0088656184154842776 0.017540426697678413 0.019278570778624271 0.031443473735635052 0.042221311461617006 0.11105306571334927 0.020828279724810272 0.080706988113888656 0.068856271325785201 0.17774926827951276 0.91568267252154456 0.12867510941578075 0.056605147261819866 0.20435748694953304 0.037057205800692827
leaf_count=26 57 37 23 27 37 24 36 34 39 332 283 9 20 14 36 19 24 26 84 23 39 6 23 20 54 816 44 38 624 26
internal_value=-0.000148805 0.000997552 0.022978 -0.000561841 -0.000709561 0.000211796 0.0018117 -0.0272192 0.000160423 -0.000794 -0.0105032 -0.0285806 -0.00924042 0.00765625 -0.00343604 0.00539292 -0.0343479 -0.0153013 -0.0354226 0.053154 0.000538482 -0.00532151 -0.0448515 0.00733978 0.0254395 0.00277265 0.0460278 -0.004041 0.0141728 -0.0181925
internal_weight=2.97456 2.67807 0.193003 0.108423 2.48507 2.4385 2.30411 0.134387 2.19137 2.15372 0.296493 0.148583 0.111099 0.147911 0.129378 0.118563 0.0782527 0.0607123 0.050722 0.0845795 2.10039 1.12827 0.19176 0.972117 0.375281 0.936511 0.197531 0.596837 0.260963 0.335874
internal_count=2900 2328 110 64 2218 2181 2123 58 2087 2061 572 220 163 352 338 302 143 119 110 46 2022 884 62 1138 118 822 64 1020 662 358
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=20 15 2 23 23 7 5 17 21 23 17 17 16 6 5 5 20 2 12 3 2 8 4 10 15 22 8 20 13 22
split_gain=0.00375922 0.0100431 0.00559777 0.00530503 0.012593 0.005823 0.0104774 0.00569115 0.0119108 0.00993005 0.00818546 0.0189958 0.00918985 0.0218006 0.0201017 0.0132782 0.00946137 0.0151699 0.0107781 0.00808502 0.00805598 0.0128208 0.0104537 0.0104412 0.00976252 0.00788874 0.00819173 0.00914927 0.0251888 0.0313937
threshold=32.785955158400007 36.282341310300005 50.734033752200013 -0.27223499999999995 -0.54481999999999997 20.778835947700006 23.606333875400001 168.75790693355003 0.12836581325000004 -0.22588499999999997 182.28951942140003 183.58889821140002 15.444963882950001 13.915325129350002 19.221712148250003 20.206488238950005 40.380906245900007 112.95519936480001 214.84291680595001 112.71898403535002 59.615984903700003 8.8430989333000021 155.77228353875003 62.55235532115001 32.540328261750005 0.68694500000000025 8.7431769115000026 36.625813070500008 113.85351336640001 -0.033594999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -5 -10 12 -12 13 -9 -14 -16 -17 -18 -19 -11 -13 22 -22 -23 -25 26 27 28 29 -24
right_child=3 -3 -4 7 5 -7 -8 10 9 19 11 20 14 -15 15 16 17 18 -20 -21 21 23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.099523272854075695 0.020127734452587982 0.045614831581518141 -0.09459659168329014 0.0286967190604452 0.092847684961838095 -0.10033852542944577 -0.10025843027778575 0.019237741128958902 0.0068205442941815537 -0.10028036623031403 -0.05445294642609011 -0.039588955412677422 0.070329943580520554 -0.10045098129899151 -0.057873711003581553 0.053433648712303689 -0.076837305511561316 0.082212413132886297 -0.021583368338951001 0.058905099593927236 0.052413589764799151 -0.082695060687829294 -0.056400113886802078 -0.054461122681258356 0.025896725198118638 0.056004895929004705 0.035678422194297392 -0.0010885096460573212 0.092211793630532807 0.047867297419053351
leaf_weight=0.0016227909900411444 0.028449772112423943 0.0099552727770060301 0.017559755473501859 0.027001780715906309 0.005168585487354771 0.022061494185436459 0.0061564777763578604 0.059564966374399453 0.018306972444918301 0.031387298769125493 0.063017443999243361 0.047549136623274868 0.074236291944544064 0.020440398710434238 0.026509491497563431 0.049374408048606711 0.019978142602383286 0.019833774385915603 0.020186036606929747 0.003551647943822899 0.042802340642084213 0.030341071819122933 0.052966108992178462 0.027884468863135226 0.033022462564986199 0.027240840228841878 0.069363070404506177 1.9738616684384735 0.040249567035061773 0.063491497885544645
leaf_count=2 50 4 162 53 4 48 37 142 41 210 66 35 38 41 10 34 20 18 26 5 14 43 88 24 18 28 38 1545 18 38
internal_value=-0.00014069 -0.0358805 -0.0781746 0.000217912 -0.0287588 -0.0704165 -0.0121278 0.000848352 -0.0254038 -0.0528389 0.00161111 -0.00025399 0.0175014 -0.0113413 0.0284836 0.00562169 0.0210116 -0.00566964 0.0298577 -0.0840987 0.00116394 0.00198461 0.00346198 -0.0347679 -0.0108928 0.00252121 0.00185895 0.000757915 0.0240152 0.000445414
internal_weight=2.93314 0.0291378 0.0191825 2.904 0.0618363 0.0333866 0.0113251 2.84216 0.0802477 0.0532459 2.76191 2.47179 0.290124 0.0800054 0.210118 0.135882 0.109372 0.059998 0.0400198 0.0349389 2.40877 2.36122 2.26998 0.091248 0.0609069 2.22717 2.19993 2.13057 0.156707 0.116458
internal_count=2900 168 164 2732 139 89 41 2593 309 256 2284 1955 329 183 146 108 98 64 44 215 1889 1854 1769 85 42 1755 1727 1689 144 126
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=18 6 20 10 20 15 16 20 6 20 4 14 20 20 18 16 18 5 10 20 0 8 15 23 20 22 17 21 22 9
split_gain=0.00357728 0.0120838 0.00971492 0.0161376 0.0124073 0.00813581 0.00786061 0.00778912 0.0233514 0.0154225 0.0134099 0.0139077 0.0130974 0.0208983 0.0217471 0.0127194 0.0111209 0.0145802 0.0182947 0.0108811 0.010499 0.00960498 0.0308989 0.0110427 0.0105079 0.0119719 0.0155477 0.0150521 0.00901698 0.00839006
threshold=16.873483924050003 3.6650856341500009 44.710446918150005 88.436830201100022 42.541806567400009 5.4774945026000008 11.599972874200001 43.19689381845 10.855253631250003 43.061965423550006 327.25961048935005 322.14344873355009 42.508878681700004 39.893178577750007 14.117867417450002 22.664946999500003 14.682853263650001 16.522781810950004 80.468240302450013 41.726652433350004 87.568458224950021 8.4434108459500017 37.80636766060001 0.085880000000000026 43.45354240915001 -0.16297999999999999 193.40041255380001 3.7393195618000008 0.11529000000000002 187.70546222865002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 4 -3 -2 -1 8 -8 10 11 29 13 -12 -15 16 21 18 -18 -16 -11 22 24 -23 -9 27 28 -26 -27 -10
right_child=1 2 -4 -5 -6 -7 7 15 9 20 12 -13 -14 14 19 -17 17 -19 -20 -21 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.049444481690798243 0.076313951519866682 0.038982339260023827 0.092471376939655681 -0.10009393046261711 -0.061824713166606163 -0.1000913066622301 -0.094673329782839155 0.065679899204495282 0.017158458086332897 -0.10052174296087771 -0.080029466258935145 0.066239534309959366 -0.080568212472410403 -0.044486202254646563 0.07356456800559262 0.082760888944757471 -0.055845163664334618 0.079902364410807905 0.051728356900976685 -0.010975607733116424 -0.010290991726672999 -0.0086881151445758181 -0.10059406388852368 0.058891808078955277 0.084200990471455864 -0.10034052667673016 0.022055176506171587 -0.003782926889273534 0.00088330711878189497 -0.0017705983008845635
leaf_weight=0.033047353400829205 0.0032469567521155032 0.094065919536109988 0.01820675250610293 0.011221424891674658 0.014030514057708388 0.013420793034399914 0.027362215850104898 0.023329001522028991 0.27252053319972525 0.025992869632048499 0.035621116780930495 0.033127908942333195 0.035694591105311702 0.046976916045650796 0.043846258948406103 0.023606286496033135 0.027873944890473012 0.04389930341130821 0.036525682578940177 0.023323137336319633 0.025592273923393805 0.047749261842000124 0.033736591920614956 0.048982891890318569 0.024319244432263076 0.033208325642192449 0.027311693290585026 0.09699775328067517 0.011973177406275681 1.6633681809594234
leaf_count=173 44 148 12 151 29 210 115 19 283 35 62 21 29 44 37 13 78 23 48 21 16 30 28 18 14 69 22 149 32 927
internal_value=-0.000135809 0.0146853 0.0244311 0.0140489 0.025898 -0.0657267 -0.000968044 -0.000377534 -0.00286032 -0.00172154 -0.000427767 0.00199351 -0.026134 -0.0131605 0.00770696 0.0111865 0.00748048 0.0354615 0.00516755 0.0442098 -0.0557567 -0.00123716 -0.0115591 0.0255328 0.00227419 -0.00535798 -0.0375097 0.0138544 -0.073516 0.000894099
internal_weight=2.90018 0.154192 0.137525 0.119318 0.108096 0.0166677 2.74599 2.71294 2.23343 2.20606 2.15448 1.96902 0.185462 0.149767 0.114146 0.479513 0.455907 0.108299 0.0643996 0.0671694 0.0515851 0.347608 0.250876 0.0967322 0.217139 0.19381 0.0724932 0.121317 0.0451815 1.93589
internal_count=2900 594 340 328 177 254 2306 2133 1590 1475 1424 1231 193 164 102 543 530 149 126 58 51 381 333 48 305 286 123 163 101 1210
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=22 23 4 8 22 22 9 22 23 2 23 23 22 8 9 23 23 13 20 18 8 9 23 19 5 22 0 3 16 23
split_gain=0.00342246 0.0137464 0.0158927 0.0113435 0.0131419 0.0219322 0.0112961 0.0103096 0.0139311 0.0191975 0.012639 0.0157875 0.00996594 0.0116071 0.00880597 0.0136774 0.0159284 0.015002 0.0318585 0.019462 0.0120405 0.0111205 0.0164663 0.0252761 0.0194143 0.010726 0.0105219 0.0196384 0.0151993 0.0271784
threshold=-0.25167499999999993 0.088105000000000017 215.80501386120002 8.3434888241000014 -0.59309999999999985 -0.50001499999999999 211.98908248575003 -0.16187499999999996 0.083565000000000014 145.11127223590003 -0.15684499999999998 1.0000000180025095e-35 -0.23771499999999998 2.5480115570500002 181.61255275325001 -0.23472499999999999 -0.21013499999999999 117.60660091645001 44.710446918150005 14.011669459250001 1.7486353823000003 187.70546222865002 0.088565000000000019 14.451165964200003 21.446355970350002 -0.156745 85.716110573100011 94.187442142150019 22.654947022900004 0.088500000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -5 8 9 -2 12 -12 13 -11 15 -9 -17 18 -18 -20 25 22 -16 24 -24 -21 27 -23 -28 -30
right_child=7 3 -4 6 5 -7 -8 14 -10 10 11 -13 -14 -15 21 16 17 -19 19 20 -22 26 23 -25 -26 -27 28 -29 29 -31
leaf_value=0.022132315260202838 -0.073926979036192372 0.055309727098676875 -0.072451460868725698 -0.075864704456508128 -0.054812680243510194 0.082586691703300172 0.0158436790027764 -0.10029974912667944 0.061098314667882417 0.050535977533735843 -0.10027315039410732 0.041241574283594672 0.05641226435275002 -0.10016665626838968 0.056697531221544174 0.074509995360535416 -0.090681232518177418 0.038130657009847385 -0.10023930015219465 0.035963347103715501 0.072934201661815759 -0.079018618016783115 -0.060860418006564256 0.070121630074147137 0.023512009762186301 -0.081324812935232249 -0.0025281412294475402 0.0011917558058946525 0.067384464731235466 -0.012230866299636756
leaf_weight=0.02536473779491677 0.02540062177752167 0.060118721116324991 0.059292025384704239 0.028443353871807631 0.037717670380203572 0.016788569705362022 0.02544731795228472 0.019478610709416699 0.063776857364317152 0.010568562830940209 0.016696772593910225 0.014934703285533146 0.074810339586861119 0.0098963138664203143 0.084859968751630155 0.019017054042194559 0.060804315890725547 0.033496290108814719 0.014136910512604572 0.018308172324850602 0.031857156005457909 0.048972969861878712 0.060837202575385163 0.039577828620167566 0.049431610628744238 0.013580760797754721 1.6461566538789467 0.081027519883875243 0.088339318396833622 0.083317703603825066
leaf_count=36 90 52 155 24 63 20 25 105 47 10 57 41 68 48 39 27 324 20 40 57 32 65 31 20 21 134 1072 91 41 45
internal_value=-0.00013596 -0.0112367 -0.0441124 0.00527897 0.0230688 -0.012492 -0.0325598 0.000941118 0.02186 0.00542938 0.0213127 -0.0334574 0.0394964 -0.0223401 -0.000947663 -0.0204716 -0.0123391 -0.0219313 -0.0364376 0.00591108 0.0294519 0.000936987 0.0215003 0.00156774 -0.0230377 -0.013987 -0.00154084 -0.0290246 0.000424649 0.0287413
internal_weight=2.86246 0.253172 0.0846568 0.168516 0.114625 0.0545062 0.0538907 2.60928 0.216084 0.152307 0.126907 0.0316315 0.0952752 0.0204649 2.3932 0.210679 0.191201 0.172184 0.138687 0.077883 0.0637461 2.18252 0.234707 0.149847 0.110269 0.0318889 1.94781 0.13 1.81781 0.171657
internal_count=2900 375 191 184 135 83 49 2525 361 314 224 98 126 58 2164 739 634 607 587 263 223 1425 111 72 52 191 1314 156 1158 86
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=17 9 12 12 21 4 18 17 18 5 3 5 8 13 3 7 23 16 23 7 22 23 9 23 0 21 17 23 9 20
split_gain=0.00414131 0.00754966 0.00374454 0.00442621 0.0118394 0.0179067 0.0207318 0.0177286 0.00897916 0.00567765 0.0201445 0.0196091 0.0261173 0.0147866 0.0233989 0.0225975 0.0220681 0.0282473 0.0432153 0.0224965 0.0154904 0.0147603 0.0217963 0.0139619 0.0130649 0.0356435 0.0235044 0.0176258 0.0150404 0.0117898
threshold=159.06578391905001 58.059373288650008 58.770113158150004 92.695913642950003 1.0000000180025095e-35 159.66984649465005 13.030213775350001 193.11174173740002 13.934548574650002 20.717225865800003 87.963661570150023 21.197160116700001 8.3434888241000014 109.41218053485001 84.968719212850019 20.778835947700006 0.084795000000000023 19.099955336000004 0.11467000000000002 24.101221167900004 -0.080319999999999989 0.12064000000000002 192.53043113735001 0.11308000000000003 86.530713386650021 6.338788634150001 201.59899553070002 0.090640000000000012 199.21354841250005 42.280042771400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 7 6 -6 -4 -8 13 -11 12 -12 14 -5 -16 -15 -18 19 20 -19 23 -23 24 29 26 27 -26 -27 -13
right_child=2 -3 3 9 5 -7 8 -9 -10 10 11 21 -14 16 15 -17 17 18 -20 -21 -22 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.077601539496597094 0.044061678246620425 -0.10034479403302506 0.06442965520091111 0.0023109638049721394 -0.066409456543436871 -0.10061388851410183 0.050611632603870839 -0.040259885133975201 -0.014429538029072209 -0.069238613116814701 0.006602371070023795 0.0085415664640995058 -0.068416539450131639 0.053821416043040915 0.071204246149678518 -0.092701095997528113 0.057670623373299007 0.023449567108338665 0.070943188175405431 -0.085187625518926002 -0.040764214456677342 0.038211505641794014 -0.076346459124781163 0.067416840686893839 -0.012826104616220052 0.019963774643997061 -0.045721727238953049 0.050674962169692195 0.089024883150176412 -0.019235093500230612
leaf_weight=0.0031588860304004882 0.019262769608758723 0.0097225035843067076 0.039664483135084416 0.67892377155078365 0.046680643869933647 0.02823219729643256 0.040495114662917331 0.027315810907339255 0.044605665863855393 0.045002177705327884 0.091892351973001385 0.3278029889196572 0.093755510803021025 0.13564427224264364 0.01020779222380952 0.047800331550455155 0.080927760107442737 0.070753132764366455 0.052537350406055339 0.055338952213787707 0.080092794816664536 0.024676894945969141 0.050797013057490403 0.036784920041611602 0.088761703858381225 0.052541566320883248 0.084751663733186433 0.086120146844905321 0.078875569553929381 0.28624451631276315
leaf_count=36 11 84 35 1249 34 26 17 17 31 91 34 311 35 59 7 152 25 24 17 35 28 17 39 20 45 28 38 29 23 303
internal_value=-0.000136352 -0.0567073 0.0001233 -0.000180362 -0.0135636 -0.0283395 -0.0128558 0.0217353 0.0165202 0.00100622 -0.00345949 -0.00118766 -0.0312835 0.00597213 -0.0028976 -0.0638584 0.0197244 0.00610728 -0.0100216 -0.030652 -0.0106452 0.00381274 -0.0388907 0.00690617 0.00469158 0.0189783 -0.00250093 0.0184448 0.0614137 -0.00440681
internal_weight=2.81937 0.0128814 2.80649 2.78723 0.226994 0.160014 0.131781 0.0669803 0.0851008 2.56023 1.34801 1.303 0.185648 1.21223 0.736932 0.0580081 0.475294 0.33965 0.258722 0.206185 0.150846 1.11736 0.0754739 1.04188 1.0051 0.391051 0.259634 0.174882 0.131417 0.614048
internal_count=2900 120 2780 2769 160 108 82 52 48 2609 1013 922 69 1596 1408 159 188 129 104 87 52 853 56 797 777 163 112 74 51 614
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=15 22 7 22 15 22 17 22 17 10 18 20 16 16 20 22 21 22 22 0 22 16 15 9 14 20 17 12 4 4
split_gain=0.00353889 0.0161642 0.0105082 0.00482931 0.00931695 0.00615198 0.0182868 0.0132205 0.0100098 0.00724608 0.00660431 0.00581678 0.0139716 0.0168066 0.0167733 0.0194419 0.0280089 0.0481251 0.0238968 0.0237384 0.0202525 0.0279426 0.0129783 0.012786 0.0271014 0.0127652 0.0205906 0.0144903 0.0177835 0.0314889
threshold=46.574831689400007 -0.082314999999999985 23.539316666200005 -0.62958999999999998 27.288673764350005 -0.59309999999999985 197.05557773135004 -0.50001499999999999 190.40793214150003 72.496961945650014 15.116851934050002 42.178283198950005 21.534949641950003 21.014950857900004 38.592454371550012 -0.074434999999999987 12.567475366050003 -0.11808 -0.054494999999999995 86.103248543850015 -0.040019999999999993 22.584947186600004 42.133814420300006 197.19111486365003 275.11403443770007 43.19689381845 187.45953903175004 263.21041154490007 301.00438758530009 270.02171973710006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -5 8 -7 -10 -11 12 13 22 -14 16 17 -16 -17 -19 -20 -22 -9 -23 -25 26 -13 28 29 -28
right_child=1 -3 -4 5 -6 7 -8 11 9 10 -12 25 14 -15 15 18 -18 19 20 -21 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.02367989055426719 -0.06235837164535514 -0.080575891861480287 0.050334731223914464 0.066954192389055853 -0.075673067817736486 -0.10031462938179991 -0.051030137170790628 0.0010519811543292735 0.016325500060057434 0.032834433197291867 -0.10015074004316607 -0.076712835912894919 0.058216725506020972 -0.079401155135521831 0.028630488361765086 0.065352241291302737 0.052542392554322498 -0.0091938073829077437 -0.056686619513899285 -0.094100654570441394 -0.054932044277421904 0.077111456526747738 -0.074153278506127476 -0.03501184348452116 0.068512882975550873 0.0061482687202575239 0.0057958450471090753 -0.051573411945450301 0.046487019905574273 -0.08783640357280964
leaf_weight=0.016107157894652668 0.011603745020750011 0.028257491407657542 0.028837850649779284 0.044164498859829204 0.022798471745090865 0.021273441059940779 0.018698797908839992 0.89119865721170988 0.026695198122069996 0.0051047486340394235 0.013911179999098522 0.052408092442627452 0.080683589701948222 0.028099304265197134 0.10114127812448714 0.10684416432923172 0.059789905983052449 0.053031113243378059 0.039783342973578328 0.086862811403989326 0.038546787251107162 0.058569766697473824 0.023553190754910247 0.049003365191310877 0.052250301328058413 0.45729281684616296 0.17711722000038321 0.066561173476912927 0.064406976641066649 0.045054036950830323
leaf_count=32 53 57 22 40 15 53 43 1079 15 5 60 91 41 13 35 37 21 25 16 33 17 25 22 23 36 743 107 67 33 41
internal_value=-0.000133197 -0.0225464 0.0180002 0.000436886 -0.0345404 0.000948076 0.0318595 0.000200458 -0.0436493 -0.0172779 -0.0644514 0.00136042 0.00480616 -0.00322441 0.0152281 0.00985752 -0.00872326 -0.0239205 0.0260593 -0.0619141 0.00843105 0.0214905 -0.000884417 0.0399223 0.0184104 -0.00530614 -0.0182221 -0.00954167 0.0002207 -0.0131918
internal_weight=2.76965 0.0686991 0.0404416 2.70095 0.0389056 2.66205 0.0628633 2.59918 0.0669846 0.0457111 0.0190159 2.5322 1.66936 0.942851 0.726506 0.645823 0.300825 0.241035 0.344998 0.139894 0.238154 0.19837 0.914752 0.159823 0.101254 0.86284 0.405547 0.353139 0.286578 0.222171
internal_count=2900 132 75 2768 47 2721 83 2638 133 80 65 2505 1423 1114 309 268 114 93 154 58 117 101 1101 84 59 1082 339 248 181 148
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=0 5 3 20 0 6 21 9 9 22 15 16 5 2 6 7 5 18 3 13 15 20 21 16 15 15 13 8 22 15
split_gain=0.00346247 0.014168 0.012669 0.0135582 0.011568 0.010308 0.0312818 0.0203964 0.0300887 0.0245645 0.0184889 0.0126665 0.0217987 0.0153259 0.0108024 0.010055 0.00968698 0.00952816 0.0224842 0.028129 0.0270611 0.0198759 0.0193494 0.017225 0.0178114 0.0198625 0.0292028 0.0163111 0.016221 0.0149284
threshold=86.530713386650021 20.361635946650004 92.751805500450018 41.348489042950007 86.950112854950021 15.785368822600002 7.080793571600001 197.89372115420002 203.31429194770001 -0.083330000000000001 38.198215516250009 22.654947022900004 21.042547594650003 154.60082690140004 15.610364733650002 20.562096111400006 20.361635946650004 13.544020937350002 86.302194445500007 109.57886493895002 33.202295547750005 38.238138001450004 0.18863712200000002 18.684956306450005 29.049007317550004 27.992471162000005 104.75845951105002 8.1436447804000007 -0.078219999999999998 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 -1 4 -4 -2 11 7 -7 -9 -10 -8 12 14 -14 16 -15 17 29 19 21 -20 22 27 24 25 26 -23 -19 -26 -6
right_child=2 -3 3 -5 5 6 10 8 9 -11 -12 -13 13 15 -16 -17 -18 18 20 -21 -22 23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.05091015852476858 -0.055641179600314609 -0.008276065152088256 0.071605355018523983 0.0026578160921444487 -0.01036407834694026 0.043711091327152771 0.021190443328806041 -0.066452605253194352 0.056537114929863734 -0.041686600797434782 0.095455017219625349 0.0656113131638736 0.0036050225936609622 0.0093281907491018952 -0.060257869223489552 -0.084312583259096033 0.051257570544726627 0.027416403615646318 -0.083850839799988031 0.059511698956048666 0.014762871457691992 0.0047857097832624531 -0.082240183245833764 0.048392006657271766 -0.1003312875378139 0.063699910865457274 -0.086888289149643985 -0.067034985930405883 0.0079811202621731352 0.089435198919443529
leaf_weight=0.042536360052054412 0.036359404170070664 0.82275677106452605 0.052959870383347041 0.06180559130734764 0.030528735338862023 0.063680693689093348 0.074906366186041851 0.083584240368509199 0.059016674058511853 0.044779979418308358 0.060679623740725219 0.026486017864954081 0.045011261238414479 0.013736848412690961 0.028954232740943442 0.069400810332410856 0.037965551163779199 0.051929558556866651 0.068776644466822745 0.08000968093983829 0.046737307915464044 0.48226801976322875 0.056527739219799145 0.078484804842446465 0.032849309071224297 0.050791262018265115 0.037446199306032213 0.028219719083381278 0.023876918681708048 0.029445015505189076
leaf_count=22 15 821 22 23 29 31 34 23 33 27 16 19 15 21 11 100 40 195 71 27 18 884 148 50 66 23 46 38 18 14
internal_value=-0.00014191 -0.00536657 0.0022923 0.0344745 0.000172646 0.00136212 0.0157211 -0.00518172 -0.0217978 0.0141614 0.0544265 -0.00284562 -0.00424794 -0.0433945 5.88396e-05 -0.0688403 0.00159638 -0.000120927 -0.00236029 0.00284823 -0.0439514 -0.00253361 -0.0374374 0.00422627 -0.00130014 0.00401356 -0.00181954 -0.00583894 -0.054741 0.0386339
internal_weight=2.72251 0.865293 1.85722 0.114765 1.74245 1.70609 0.386648 0.251062 0.187381 0.103797 0.135586 1.31945 1.29296 0.128149 1.16481 0.0831377 1.13586 1.09789 1.03792 0.922403 0.115514 0.842394 0.136677 0.705717 0.627232 0.570505 0.519714 0.0801493 0.0567262 0.0599738
internal_count=2900 843 2057 45 2012 1997 164 114 83 60 50 1833 1814 136 1678 121 1667 1627 1584 1495 89 1468 381 1087 1037 953 930 233 84 43
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=20 15 23 23 20 22 22 22 20 9 17 4 23 22 6 6 15 15 20 9 23 5 17 17 5 13 17 20 20 19
split_gain=0.00360402 0.00897231 0.00444426 0.0114242 0.0059317 0.011057 0.00507283 0.0046421 0.0114712 0.0144714 0.0144662 0.0106438 0.0112521 0.0104342 0.0111081 0.0146604 0.0121215 0.00993458 0.0139103 0.00904809 0.0153129 0.0085697 0.00840014 0.0125326 0.00867919 0.00991022 0.00770892 0.00725051 0.0195306 0.0171468
threshold=32.785955158400007 36.282341310300005 -0.27223499999999995 -0.54481999999999997 34.542090938800008 -0.093604999999999994 0.68694500000000025 -0.25167499999999993 39.091773401050006 193.75542554275003 174.63059628235001 215.80501386120002 0.083905000000000021 -0.16297999999999999 16.485385178400005 16.245379570700006 28.777417478550003 19.215947067900004 44.269496632500008 202.80137809380003 0.093295000000000031 34.084463989350006 171.87233581170003 174.84606933240002 13.264960807550002 98.238948544700023 182.52313421500003 39.211875820650008 40.166811829450005 14.251149826300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 7 8 9 -6 -10 -12 -13 14 15 16 17 18 -9 20 -14 -16 24 -24 25 -15 -11 29 -29 -25
right_child=2 -3 4 -5 6 -7 -8 13 10 26 11 12 19 22 21 -17 -18 -19 -20 -21 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=-0.081173658332611601 0.019897320323833192 0.042134636641848112 0.072605670813605222 -0.07136187131820397 0.043544109073495395 -0.01204694242507413 0.04191779556908018 0.054450280794801242 -0.10050442859118497 -0.01360774400268203 0.050536178692360205 -0.10010809882755063 0.038757764737680306 -0.10014977983843965 -0.0709101798808731 0.088857020611393708 -0.069765546386387961 0.060533684834901715 -0.067310584789640804 0.040324506750545108 -0.072511823866233782 0.04420059019572356 0.071144132247907374 -0.0045619357516257144 -0.062990460224939079 0.084967022074404874 -0.10046929896989557 -0.03360434200018235 0.00016341204049177561 0.035486622493257861
leaf_weight=0.016608075484397467 0.026186665550000043 0.009153026738204062 0.031728284135965623 0.028808183790432262 0.012955345727698631 0.030036964875387429 0.028642900867453025 0.018277301955971104 0.01309626361312155 0.014415510805235954 0.043586035949829238 0.011861136422567142 0.021849605584094434 0.0041446981754068588 0.018936336571812262 0.038802482876235445 0.014025355248122651 0.048243925069982652 0.019279795245353171 0.038178266965587682 0.028501926631406604 0.0098220598081297794 0.024501295646416898 0.28879217327187179 0.040638291118355596 0.0095680216836626641 0.035083983845197508 0.19551808748732913 1.3817716149130772 0.16974631482480618
leaf_count=164 50 4 40 89 21 39 39 39 40 13 36 65 18 70 47 21 17 40 65 44 26 14 41 264 134 4 57 142 1179 78
internal_value=-0.000138966 -0.0373617 0.000223293 -0.0279074 0.000820144 0.0314384 7.27273e-05 -0.000406393 -0.0142953 -0.0505469 0.000118915 0.0092717 -0.00864382 0.000929678 0.0249637 0.0366968 0.0164222 0.0305107 -0.0080552 0.00361048 -0.0242274 -0.0315956 -0.000972729 5.09321e-05 -0.0397775 0.0290151 -0.075173 -0.000804678 -0.00402238 0.0102636
internal_weight=2.67276 0.0257611 2.647 0.0549948 2.592 0.0617652 2.53024 2.5016 0.219528 0.0624548 0.157073 0.143977 0.100391 2.28207 0.167387 0.138629 0.0998264 0.085801 0.0375571 0.0885298 0.0503515 0.0287584 2.11468 2.06033 0.054351 0.0137127 0.0494995 2.03583 1.57729 0.458538
internal_count=2900 168 2732 139 2593 79 2514 2475 320 91 229 189 153 2155 243 182 161 144 104 88 44 61 1912 1704 208 74 70 1663 1321 342
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=17 17 17 16 19 5 14 9 22 22 21 21 18 23 9 17 0 0 16 16 21 22 7 22 7 7 13 19 3 10
split_gain=0.00343884 0.00712732 0.00575543 0.00574387 0.00732768 0.00513345 0.00427092 0.00397206 0.00998101 0.00814379 0.00767106 0.00823051 0.00819383 0.00745197 0.00664731 0.00977488 0.0151599 0.0222732 0.0206912 0.0165449 0.0126017 0.00940286 0.00816467 0.00789741 0.00656436 0.0228104 0.0178139 0.0135044 0.017612 0.0173439
threshold=242.64190980425005 220.68978861510001 218.56744384050003 17.484959112600002 13.851117550450002 9.4643395939000019 332.20346052870008 215.80505313260002 -0.10098 -0.14581999999999998 10.048480919900003 2.7327447008500005 14.531978590450002 0.082325000000000023 207.13025159505005 196.65693750130004 88.232507383150008 91.144107538500023 18.984955604900005 18.634956423400002 6.8125785082500014 -0.088944999999999996 25.697366542400001 -0.021344999999999999 24.785467646950003 24.373474566200006 98.362617618700014 11.850956171350001 81.589327342850012 71.381251821550009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -3 -2 14 9 -9 11 12 -10 -13 24 20 -17 -18 19 22 21 -16 -19 -23 25 -1 -26 -28 -29 -30
right_child=6 3 -4 4 -6 -7 -8 8 10 -11 -12 13 -14 -15 15 16 17 18 -20 -21 -22 23 -24 -25 26 -27 27 28 29 -31
leaf_value=0.001364920205900763 0.076260311393321456 0.026064813165047458 0.050424781199221363 0.045806735322554727 -0.062629330524360954 -0.10019526619709083 -0.0093330750126601851 0.012224536242102339 0.050132918171549523 0.094446484499273925 0.054612604348196508 0.0035849100746842481 -0.038845495272530166 -0.079008775565628575 0.028923838054775726 -0.064800749704892871 0.067087466415220315 0.02614812310402094 -0.082432428205568592 0.080604858608000388 -0.10034362935661606 -0.10047054337402575 -0.064877552756529983 -0.011212612208893535 -0.030133755855200159 -0.043353455814593295 0.09237062589765449 -0.03443088139039021 -0.0026219063000451834 0.06341251037643364
leaf_weight=1.6945338637484564 0.013004829444497434 0.0039410157233524803 0.022638263575245676 0.012889681536307762 0.012065077363331511 0.017604951791327039 0.010566017459382238 0.024244695555381668 0.027424547803093335 0.023942116562466254 0.019847670140734408 0.018839072223272524 0.016622419545690548 0.026000183052246939 0.025338658116581314 0.031717223627310887 0.048130717768799514 0.018017531147734189 0.031671894630562747 0.024674278958627838 0.026670373904664757 0.017081223712729354 0.021748358830450343 0.023619939428272008 0.070169476843143896 0.12229980738093349 0.028049848574482894 0.048381027515688402 0.071033037367669749 0.090386181562735146
leaf_count=1412 19 33 22 23 17 59 36 44 21 16 28 17 37 44 33 25 31 30 26 12 53 24 40 23 470 129 18 62 48 48
internal_value=-0.000133655 -0.000475804 0.000225409 -0.0392769 -0.00661972 -0.0771008 0.0378917 -0.000220171 0.0151925 0.0530774 -0.00159662 -0.0141477 0.0165543 -0.0443073 -0.00123064 -0.016051 -0.00220568 0.0115582 -0.0162496 0.0162788 -0.0423288 -0.0188994 -0.0236347 -0.0486719 0.000643276 -0.00164529 0.0141422 0.0272043 0.0184917 0.0343539
internal_weight=2.64315 2.61958 2.57308 0.0465007 0.0249548 0.021546 0.0235708 2.55044 0.156921 0.0481868 0.108734 0.0888862 0.044047 0.0448393 2.39352 0.26867 0.17596 0.144243 0.0961121 0.0644402 0.0927102 0.0660398 0.0397659 0.0407012 2.12485 1.81683 0.30802 0.23785 0.2098 0.161419
internal_count=2900 2845 2713 132 40 92 55 2691 207 60 147 119 58 61 2484 297 164 139 108 82 133 80 70 47 2187 1541 646 176 158 96
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=17 7 12 7 22 20 20 7 22 7 0 15 5 23 16 3 22 13 18 15 21 7 18 16 20 8 8 22 8 15
split_gain=0.00323755 0.0149295 0.0182263 0.0137655 0.0126564 0.0121096 0.0157211 0.0151775 0.0144502 0.0126851 0.0124284 0.0199353 0.031441 0.0157494 0.0180254 0.0125533 0.0124811 0.0124226 0.0167539 0.0111237 0.0105158 0.0102416 0.0101241 0.0129134 0.0103376 0.00927378 0.0102903 0.0100695 0.00940043 0.0217706
threshold=188.07781354100004 22.597569836950004 96.350437043050007 22.372035319250003 0.010100000000000003 40.08085804200001 34.176526048000007 22.041499846600004 -0.12350999999999999 21.118786167550002 85.807518149550006 29.334060236450004 18.310380701750002 0.09660500000000001 22.664946999500003 70.077349628250019 -0.042409999999999996 104.51649827935002 14.767724047450001 19.215947067900004 17.123843457500005 22.638073512250003 13.012604996900002 15.919962772200003 42.487106141350004 8.9430209551500024 8.7431769115000026 -0.087910000000000002 8.4434108459500017 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=5 3 4 22 -3 6 -1 9 19 -8 13 12 15 14 16 -12 -10 18 -9 20 -7 -4 -2 -24 -25 26 28 -27 -23 -30
right_child=1 2 21 -5 -6 8 7 17 10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 25 23 24 -26 27 -28 -29 29 -31
leaf_value=-0.074856240155910997 0.06746219972065412 -0.075065461906592829 -0.054148752417643879 0.059952202026415824 -0.0019817372705549625 -0.056814081131362375 0.026529706215951038 -0.10052753111097255 -0.10061863522996953 -0.062814158870912642 0.053647574542077227 -0.094888022070035771 0.084506671011543077 0.034286135394159374 0.018923231915006524 -0.074984894263674759 0.020862877530781018 0.053377239973683668 0.027264481004870757 0.020425274674886206 0.043239851044124922 0.0082553094798178267 0.053353386499223145 0.012883816516370465 -0.10042313312675991 0.019627954461226726 0.044754440265524234 -0.078695662887264567 -0.029027689386501056 0.013025835315089919
leaf_weight=0.019298795926277701 0.016028924323108984 0.053747501424311284 0.031900608686555532 0.081900980900513787 0.042379578356758429 0.042463433159866781 0.029014710418920231 0.013635888085218539 0.038787267808402248 0.035134858698256721 0.0089056894249743834 0.059201144448081777 0.021690447660375867 0.053049444445264271 0.035871348118917012 0.051228240090495092 0.010815556201336562 0.11501622553271318 0.041427568428990647 0.1419821141747093 0.013957128214769909 1.0085030986145382 0.015009717638491793 0.012899213562377554 0.021428088268748979 0.016633238102713221 0.060601428325938289 0.027865035786589831 0.25337487575279727 0.2394288490040708
leaf_count=114 10 43 12 55 31 160 58 22 24 30 69 55 21 40 26 83 96 60 106 194 18 1159 18 12 35 21 39 30 137 122
internal_value=-0.000124177 0.00207039 -0.000525107 0.0326389 -0.042845 -0.00576962 0.0118966 0.0190444 -0.0151406 -0.0224041 -0.029789 -0.0506863 -0.0187058 -0.00851419 -0.0350782 -0.0559347 -0.0741304 0.0346777 -0.00438187 0.00549895 -0.0320631 0.001958 -0.00158368 -0.0240157 -0.0578456 0.00307219 0.00435465 -0.0419428 0.00272388 -0.00859597
internal_weight=2.61318 1.8817 1.73443 0.147267 0.0961271 0.73148 0.253528 0.234229 0.477952 0.0641496 0.279549 0.141026 0.0818244 0.138524 0.0854742 0.0601339 0.0496028 0.17008 0.0550635 0.198403 0.0564206 1.63831 0.0653659 0.049337 0.0343273 1.60641 1.56191 0.0444983 1.50131 0.492804
internal_count=2900 1724 1594 130 74 1176 390 276 786 88 414 228 173 186 146 152 120 188 128 372 178 1520 75 65 47 1508 1457 51 1418 259
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=0 9 6 8 20 0 3 20 4 5 8 4 20 7 22 22 21 6 5 20 9 6 2 8 23 7 18 5 22 23
split_gain=0.00352063 0.010226 0.0185857 0.0168905 0.0124369 0.010217 0.0127662 0.0205895 0.0134496 0.00972433 0.0108148 0.009518 0.00900372 0.0126215 0.00802056 0.0095614 0.00933135 0.00737116 0.0200297 0.0196632 0.0225224 0.0139158 0.0198918 0.021921 0.0215146 0.0193423 0.015451 0.013148 0.0107991 0.0167385
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 43.812290675100009 85.807518149550006 93.58791597905001 39.56957118270001 171.27730165960003 30.133297129900004 8.543332867800002 375.86663358980007 48.680511450650009 22.372035319250003 -0.56818499999999994 0.11529000000000002 12.749485150050001 16.455384477450004 22.852794041600003 40.621691032550004 197.58039077460003 15.785368822600002 127.74713841330002 8.543332867800002 0.094415000000000013 24.005763052250003 13.713893333650001 21.495293572000005 -0.060760000000000002 0.094625000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -2 17 -8 -9 10 -4 12 13 14 -1 16 -16 21 19 -19 27 28 23 -23 25 -24 -26 -21 29 -7
right_child=5 2 4 -5 -6 6 7 8 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.091608737577111077 0.03051164952957032 -0.10038638334669084 0.0098569120824124369 0.09579013687859167 0.063067654186401478 -0.00092976602568753831 0.053167645996457284 0.0017568233135648306 -0.09099639982112756 0.048588394516587308 -0.06181754206772571 -0.10020909145047088 0.051460525162277108 0.04085111964394772 -0.079831188622802918 0.068766223995498046 0.018605941640296435 0.016008471478434656 0.031965986835620137 -0.060137997231194375 -0.10044472037403679 0.07999038593765731 -0.040007820532436823 -0.0038539840449652802 0.071063120674849434 0.021710029396431612 0.0054533255152488004 0.0082875961451413047 0.0090486686761631161 -0.036275781602105879
leaf_weight=0.0046039668286539373 0.1132456944587833 0.029027323356601187 0.03220712507436474 0.019209330486773979 0.018931334881472139 0.53573817361555032 0.019962105172453337 0.022894696216098964 0.049290503551731035 0.015488733883330497 0.060780735747442804 0.0096235658689778347 0.029436587976249484 0.031435277089883584 0.044237852249338849 0.0066026856889038745 0.012309666508883765 0.074115960711424012 0.076255615316767944 0.049250407799263485 0.052058390559977852 0.088729508264805079 0.12429023844742915 0.048079267111461377 0.065865760640008375 0.085856139958195854 0.078879686101572588 0.065333965903846547 0.5321066576005028 0.17865845743616449
leaf_count=5 41 40 38 10 9 930 10 9 57 14 100 36 19 23 248 12 26 38 42 19 38 32 42 24 25 47 29 24 658 255
internal_value=-0.000140942 -0.0100649 -0.0281731 0.00792564 -0.0117208 0.00123704 -0.000306821 -0.0367205 -0.0615782 -0.0247729 -0.0369925 -0.00428285 0.00289418 -0.0115189 -0.0358166 -0.0451065 -0.0584027 0.00132582 -0.0126975 -0.0268437 -0.0459027 0.00388339 0.0181296 0.0505246 0.00564155 -0.0147927 0.0353088 -0.0211229 -0.00173624 -0.0097692
internal_weight=2.57451 0.313894 0.156435 0.157459 0.127408 2.26061 2.14737 0.0921473 0.0721852 0.108477 0.0929879 0.13825 0.128626 0.0991894 0.0677542 0.0631502 0.0565475 2.05522 0.317014 0.240759 0.166643 1.7382 0.491701 0.136809 0.354892 0.210146 0.144745 0.114584 1.2465 0.714397
internal_count=2900 580 201 379 161 2320 2279 76 66 152 138 369 333 314 291 286 274 2203 161 119 81 2042 199 56 143 89 54 43 1843 1185
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=5 5 6 17 22 0 2 18 6 21 5 17 17 9 15 10 8 5 23 23 10 15 6 17 18 8 17 23 2 0
split_gain=0.00350151 0.00743729 0.0127757 0.0133739 0.0101102 0.00967131 0.00973789 0.00791874 0.0100048 0.0123859 0.00688211 0.0112349 0.0143382 0.0135651 0.00828403 0.00874093 0.0219865 0.00981796 0.0187763 0.0217153 0.0153425 0.0146463 0.0127408 0.0114185 0.0128353 0.0105053 0.0101812 0.00743795 0.0161949 0.0133401
threshold=23.721757872050002 25.763052016400003 16.395383075500003 199.01194954300004 0.11970500000000002 86.780739992750014 317.41815758785003 13.512826932300003 16.445384243750002 2.2033311313000001 22.963361893800002 196.44284117250001 192.70224472390001 190.07378137140003 42.133814420300006 61.917879202350001 8.543332867800002 21.850554661550003 0.10419000000000002 0.082620000000000013 62.046925192600007 38.469938489650012 16.465384711100004 189.57010944335005 13.451704604950001 8.4434108459500017 189.27091549140002 0.11308000000000003 68.519383356500015 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=10 2 -2 7 5 6 -3 8 -4 -10 14 12 13 -12 15 16 -1 21 19 20 -19 27 -21 -23 -25 -22 -20 -17 -29 -30
right_child=1 4 3 -5 -6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 17 -18 18 26 22 25 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.010175534285338789 -0.083683218432676218 0.012306944301290538 0.085250580100679277 0.047320835239905046 -0.10016290971393658 0.090609893386786114 -0.10016228789740977 -0.10022747111633375 0.032439087829665085 -0.076069106452865687 0.04743826959863727 -0.01811726069293209 0.095481445440539686 -0.038180594959136199 -0.04573882482047685 -0.001285117193926948 -0.090464667681867617 0.050083279960261462 0.012977845429547037 0.065525397091980395 -0.0054232495419631755 -0.089197627978160707 0.011098847548523166 0.034376283042928585 -0.056966135646555498 -0.10060476314275527 -0.061361587047258997 -0.072733374688504562 -0.040267689134075718 0.047344566153278776
leaf_weight=0.054436687659455418 0.031402970389194595 0.091969087666441851 0.0081604222982605279 0.028436383473490423 0.0083389187175271218 0.014368826414283831 0.0084016097809183066 0.014396553962569669 0.016890441299437953 0.027890011478561405 0.050459997157190517 0.050625211599253817 0.031781374198544654 0.029220781714684563 0.039600006274667865 1.4153754352811181 0.036105342736846069 0.022219044796656706 0.034246623161152456 0.12787949989221659 0.024246225439895852 0.031204804467051761 0.064807973445567768 0.028447872260585427 0.033498794587103475 0.02222520875511691 0.039872017589914321 0.016015941389923571 0.020576375196583285 0.11184754721630696
leaf_count=32 57 283 9 20 22 11 36 24 26 84 45 26 14 25 37 1771 22 9 17 40 35 11 23 8 37 10 25 14 12 115
internal_value=-0.000143297 -0.0113729 -0.028332 -0.0101831 0.00615089 0.0138774 0.00289262 -0.0344668 -0.0165841 -0.0351416 0.00108675 0.020948 0.0386912 0.0160399 -0.000429908 0.000431459 -0.0299566 0.00181236 0.0174125 0.0300102 -0.0182653 -0.00134629 0.0472197 -0.039868 -0.0150188 -0.0509443 -0.0270129 0.000948318 0.0222441 0.0337311
internal_weight=2.53495 0.250255 0.127177 0.0957738 0.123078 0.11474 0.100371 0.0673374 0.0529409 0.0447805 2.28469 0.162087 0.111462 0.0796808 2.12261 2.08301 0.090542 1.99246 0.335497 0.261378 0.0686905 1.65697 0.192687 0.0931515 0.0619467 0.0464714 0.0741186 1.56382 0.14844 0.132424
internal_count=2900 572 220 163 352 330 319 143 119 110 2328 110 84 70 2218 2181 54 2127 159 117 54 1968 63 56 45 45 42 1912 141 127
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=15 22 13 0 21 21 9 0 18 9 0 21 23 23 9 19 9 15 16 15 20 23 9 18 18 22 19 17 18 20
split_gain=0.00310115 0.0139564 0.00575264 0.00749367 0.00421444 0.0217582 0.0102038 0.025776 0.0277877 0.0156964 0.0173904 0.0162006 0.0202751 0.0145168 0.0149055 0.0138247 0.0167712 0.0137022 0.0133077 0.0169252 0.0121451 0.0122331 0.0111219 0.0169182 0.0107205 0.00984469 0.00931364 0.00849538 0.0157471 0.012676
threshold=46.810838056050009 -0.082314999999999985 117.69263157665002 86.420486603250012 3.5085246469500002 3.8005420560000007 193.06224578400005 93.442739239950015 13.326324856250002 202.64563922830004 97.32487278035002 1.0652877397500002 0.087605000000000016 0.094165000000000013 205.70977008025002 13.051052998800001 187.38923140910003 22.863620006050002 22.614947116400003 34.279674133750014 38.052786106700005 0.085495000000000029 210.39795333110001 14.462854835850001 14.873215527100003 -0.58892999999999995 13.551093343600002 187.98346801990002 13.075178189100003 39.646013290900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -6 7 8 15 10 11 12 -8 14 -11 -1 -17 25 19 20 -16 24 -15 -24 -22 -12 -9 29 -29 -7
right_child=1 -3 -4 -5 5 27 9 26 -10 13 17 -13 -14 22 18 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.086787593507882926 -0.057901475925956569 -0.080057846742564442 0.087039964923674926 0.060504361826668324 -0.071541301318908998 0.02869802648419267 0.053313319709068829 0.016657088345460053 -0.075207269686036082 -0.067458231600452764 0.099623439553455817 0.063609154864161466 -0.025227590878581081 0.057700502661556366 -0.054674590873027888 0.063496740852141798 -0.022424768191791736 -0.10027189376647674 0.052430978766751714 -0.090701266164835051 0.044956346291348322 0.050842847535119688 0.035104794436718309 -0.089588032661861466 -0.091359494509129446 -0.039735889061274836 0.0941941487520708 0.056937501859888877 0.0011590129847621996 -0.020432699704596713
leaf_weight=0.014963827671338303 0.012449104138269718 0.024435047411827671 0.009250663348211674 0.0093665149800017389 0.044677811452686345 0.061855623723260922 0.065423816318798345 0.076770857751967903 0.081692658901054926 0.046927535164620338 0.0089656574299397107 0.13031661278955653 0.066050299363269005 0.056860705548558599 0.028899997913931941 0.041881218367052497 0.049647718660708051 0.017077033920031681 0.033734040807757992 0.025703715394001847 0.0096608546170955378 0.04856163548566883 0.031817394909467112 0.016536185909558299 0.014322186519848401 0.011663531132249716 0.019408178683079313 0.053198865248987093 1.0414959320105941 0.34772548876464526
leaf_count=78 50 55 9 7 57 77 29 281 58 31 6 55 29 47 54 62 28 19 27 32 10 56 25 47 33 39 13 26 950 610
internal_value=-0.000141361 -0.0235156 0.0209575 -0.00706404 0.00038905 -0.00276963 0.0058442 -0.00981015 -0.0313339 0.0131118 0.0294774 0.0386225 0.0138557 -0.00254659 -0.0178699 0.0023223 0.0168906 -0.0340161 -0.0034055 -0.0182196 0.00014555 0.0219845 0.0277186 -0.00753825 -0.0364487 0.0208311 0.0323035 -0.000727073 0.00386968 -0.0130129
internal_weight=2.50134 0.0555013 0.0310663 0.0218156 2.44584 1.54895 0.896886 0.284364 0.188185 0.612521 0.299497 0.261791 0.131474 0.313024 0.20781 0.106493 0.0915289 0.0377062 0.160882 0.127148 0.101445 0.0725447 0.105214 0.0483536 0.023983 0.0206292 0.096179 1.50428 1.09469 0.409581
internal_count=2900 121 66 57 2779 1720 1059 520 226 539 177 113 58 362 243 168 90 64 212 185 153 99 119 72 43 45 294 1663 976 687
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=0 0 3 2 9 6 8 20 23 5 21 15 17 7 6 13 6 21 13 20 3 6 16 22 9 0 4 13 20 20
split_gain=0.00332313 0.00897387 0.0111489 0.0172883 0.00848018 0.0167318 0.0142653 0.00955389 0.00824329 0.00776774 0.0101942 0.0126258 0.0076975 0.0106422 0.0126613 0.013613 0.00900054 0.00886708 0.0130965 0.00748476 0.00691358 0.00642955 0.00704635 0.017118 0.0180025 0.0142072 0.00859921 0.00836283 0.0293614 0.024515
threshold=85.716110573100011 85.807518149550006 93.58791597905001 86.011634045550025 186.14781787895004 16.465384711100004 8.3434888241000014 43.812290675100009 0.10332500000000001 30.133297129900004 8.7253119161000026 43.376643616500012 190.40793214150003 19.617375644250004 16.525386113000007 117.59047016770002 15.675366252400002 11.790993765850002 116.20860268865 40.305698932850007 108.42013948475001 16.705390318750002 22.624947093000003 -0.079824999999999993 196.16158123080001 87.29692395375001 257.27402154285011 117.50443950750001 41.261521012900012 42.852084787850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 21 -4 6 -6 8 9 12 10 11 -7 13 16 -15 -16 -1 18 -18 -5 -20 22 27 26 -25 -26 -24 -3 -29 -30
right_child=1 2 3 19 5 7 -8 -9 -10 -11 -12 -13 -14 14 15 -17 17 -19 20 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.075185751809340826 0.029468923227927921 0.0023856419638539506 0.017654237505706147 -0.015957612866029345 -0.10034636389395152 -0.079878007177974997 0.094764789281256034 0.058026227361743114 0.063034724009106022 0.045688608152736628 0.040574830846248966 0.0086164816845908394 0.07588824382442462 -0.10033494150016085 -0.10032947931732306 0.067512535008000044 -0.10020095827944625 -0.10023720457854556 0.094284632326363957 -0.10035315899413476 -0.01261332889937929 -0.038785517857767141 -0.060919500710282987 0.084152967158502873 -0.030563754966119551 0.046304693491732218 0.0061126701637385953 0.02879826634689403 -0.08560852902714676 0.0061282066582640134
leaf_weight=0.014746469063539158 0.10682038038544339 1.5072906023824439 0.035165769979357608 0.015229861372631603 0.025816251964286607 0.047625602894527219 0.01636467310891021 0.016940691079071257 0.015938527287289617 0.014118496264700298 0.015049919283612212 0.024372976556264803 0.0088347839513289728 0.027496488398384145 0.0078099973756025056 0.012674181677539309 0.0081867295099158355 0.0095653022594888171 0.01337988310115179 0.033897218745835289 0.011044015852377242 0.039298287669680465 0.030131628656818066 0.054647420820401638 0.042955172881192993 0.054615620480035432 0.052452480318606831 0.07748296896170348 0.074747003243828658 0.047732760472172231
leaf_count=13 41 1958 14 15 40 69 10 9 12 14 31 38 11 73 57 16 87 39 9 47 52 33 11 27 20 34 30 28 40 22
internal_value=-0.000135925 0.00120618 -0.000255362 -0.0358737 -0.0101912 -0.0274179 0.00678569 -0.011477 -0.00431695 -0.0231155 -0.0342749 -0.0499208 -0.0137552 -0.0213048 -0.0559968 0.00351946 0.00793752 -0.0155753 0.00925764 -0.0741897 0.0459474 0.00125995 0.00207029 0.0183126 0.0382006 0.0124636 -0.0183447 -0.000163557 -0.0193791 -0.0498569
internal_weight=2.46243 2.17247 2.06565 0.0842929 0.289965 0.143924 0.146041 0.118108 0.129676 0.101167 0.0870485 0.0719986 0.113738 0.104903 0.0479807 0.0204842 0.0569224 0.0421759 0.0326106 0.0491271 0.0244239 1.98135 1.94206 0.234802 0.152218 0.0975708 0.0825841 1.70725 0.199963 0.12248
internal_count=2900 2320 2279 76 580 201 379 161 369 152 138 107 357 346 146 73 200 187 148 62 61 2203 2170 122 81 54 41 2048 90 62
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=13 13 13 16 13 23 19 6 6 5 20 20 21 10 18 22 21 13 5 3 6 9 3 20 15 13 13 0 10 20
split_gain=0.00313827 0.0119555 0.00985187 0.00994784 0.00909138 0.0118413 0.00883145 0.00871247 0.0154929 0.011079 0.0131366 0.0137311 0.0117729 0.0100272 0.0119787 0.009174 0.014524 0.0135811 0.00842923 0.00752406 0.00769272 0.00960332 0.0119777 0.00751687 0.00748464 0.0152024 0.0163094 0.0116854 0.0314522 0.0144875
threshold=95.870416931800023 92.692659421600013 96.429616222950017 12.644970430600003 92.138837046750012 0.07968500000000002 11.850956171350001 13.665319288000001 13.775321858200002 13.697488545350001 34.997818021800008 48.680511450650009 5.3801611018500006 69.873026810350026 17.327266398450003 -0.50001499999999999 5.2269517379000012 102.76362357825002 14.515626273450001 72.760430842500014 7.305170684150001 38.559541491950007 66.676450093250011 42.718072821900002 24.200063469100005 104.51649827935002 106.00321562545001 96.055920542800024 71.090898343450007 36.921550069850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 19 18 9 -9 12 -11 -12 -8 -14 -15 16 -10 -17 -5 20 21 22 -1 -21 25 -19 -27 28 -26 -30
right_child=2 -3 3 6 -6 -7 7 8 15 10 11 -13 13 14 -16 17 -18 24 -20 23 -22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.1001559313819292 0.060510387490235296 -0.077241155877130208 -0.070711896762994289 0.060615309153672851 0.061723910132526864 -0.10007889437285007 0.034431030834741853 0.059780328453995724 -0.066288219962415906 0.044942044820195579 -0.06921386445594524 0.046625068520706907 0.035736404055497065 -0.10021343727190442 0.05831609248705432 0.082507914713818728 0.02958839207992461 -0.081785050249894117 -0.0075134741059564962 0.043224989671157815 -0.10010018741872895 0.076463196052447113 0.046890875390795242 -0.10011957743658084 0.0025666777491964157 0.057562619135821169 -0.060265853341926426 0.035546612562144857 0.024332607262079392 -0.10029668382515544
leaf_weight=0.0094031759769749312 0.027215204434924423 0.025116857365130585 0.019730671646400189 0.046553106391002408 0.019226415217701742 0.013555939063261579 0.056398144008938167 0.044583077262359327 0.04830057234312457 0.015167027054303617 0.084543945687528321 0.011641915785730816 0.013673767801265058 0.023400757360406033 0.0059855599829461417 0.020472578985048506 0.023481516104766342 0.032675147588179132 0.029776204789300209 0.0053100782851629438 0.0047714660087763141 0.024608110219773494 0.013480934929930299 0.011760173418622344 1.5968079671381614 0.027207854298694656 0.020673140517679656 0.097894625194157814 0.01184170489796077 0.043925607942128408
leaf_count=104 33 144 87 30 37 280 86 33 55 20 188 10 11 112 6 23 25 22 51 19 22 67 42 58 1053 16 122 52 14 78
internal_value=-0.00014423 -0.0154327 0.00070079 -1.47794e-05 -0.000230035 -0.0146003 0.000603801 -0.000567563 0.00150222 -0.0198884 -0.0415541 -0.0551932 0.00436848 -0.0350061 -0.0679233 0.000151285 -0.0349248 0.00151118 0.0340381 0.00211215 0.0209388 0.0330994 -0.0135313 -0.0555291 0.000605558 -0.0291979 0.00668889 0.0019771 -1.14741e-05 -0.0738327
internal_weight=2.42918 0.127233 2.30195 2.27473 0.102116 0.0828899 2.255 2.17867 1.96786 0.210811 0.111353 0.0961859 0.0994582 0.0430601 0.0293863 1.92328 0.0717821 1.8515 0.0763293 0.0693339 0.0522637 0.0474922 0.0228841 0.0170703 1.83103 0.0805561 0.047881 1.75047 1.65258 0.0557673
internal_count=2900 773 2127 2094 629 592 2007 1926 1493 433 218 198 215 129 118 1460 80 1380 81 312 235 213 146 77 1357 160 138 1197 1145 92
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=15 22 23 0 21 21 9 3 18 9 9 13 23 4 23 9 17 22 20 20 16 15 10 7 21 9 21 15 7 3
split_gain=0.00276926 0.0119997 0.00531674 0.00780855 0.00355472 0.0181313 0.00883628 0.0205903 0.0242565 0.0131019 0.01616 0.0175641 0.0158865 0.0128942 0.0124479 0.0128063 0.0120473 0.013474 0.01227 0.0137637 0.0120464 0.0148338 0.0106896 0.0193152 0.0103881 0.0101892 0.0108784 0.0133554 0.00976635 0.010043
threshold=46.810838056050009 -0.082314999999999985 0.092290000000000025 86.420486603250012 3.5085246469500002 3.8005420560000007 193.06224578400005 86.130133125200004 13.326324856250002 202.64563922830004 201.2906445504 109.51703040195001 0.083565000000000014 169.46043282405003 0.094165000000000013 205.70977008025002 188.73286619890004 -0.23155499999999998 40.380906245900007 34.542090938800008 22.614947116400003 34.279674133750014 68.214248143850014 25.256598800350002 1.0652877397500002 203.83507631320003 0.94945978800000008 33.755638987250002 25.520256579150004 81.871615446550024
decision_type=2 2 2 2 2 2 2 2 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 -1 16 10 11 13 -13 -8 15 -11 17 -9 19 -19 21 22 -17 -24 -14 -16 -27 -28 -25 -30
right_child=1 -3 -4 -5 5 -7 9 8 -10 14 -12 12 24 -15 25 20 -18 18 -20 -21 -22 -23 23 28 -26 26 27 -29 29 -31
leaf_value=0.028898852054458826 -0.07242751674055882 -0.077064595874826197 0.077518202768194891 0.056567433118650701 -0.06711487901325712 -0.00069918241737632026 0.026363246425150234 0.06927945966965747 -0.071995890184078301 -0.064357105235389969 0.081097282253087863 0.075688303596485276 -0.017187715792543749 -0.071219139917506377 0.089649860048174213 0.06937728203039599 0.062016502977178013 -0.095649716942065088 -0.10038730639084675 0.033870676613254547 0.051532411961823302 -0.088413659598693628 -0.095659770252540327 0.098853315967169605 0.041223196666234072 0.046968709367129317 -0.1002094823991435 0.019733552192959761 0.018001759271262449 -0.10015479362275004
leaf_weight=0.091857799825063036 0.010002199057794314 0.022936741911564584 0.010273486852916847 0.0088403473419020884 0.042298215190356703 1.4564091621888069 0.022773494732518884 0.014413466660329277 0.076196121223944147 0.044059388203864458 0.047461157442583612 0.057602297835728677 0.061033185935229994 0.033401537326312791 0.020359462448084287 0.017976857841631499 0.025642285982030444 0.011759008905073642 0.020827016792594577 0.027143176035565375 0.031865866687439848 0.023747289954826556 0.021949794856141125 0.01113569949666271 0.06075660896840418 0.039942729105746366 0.015273529836115074 0.023670834385484341 0.035689874274890343 0.0090095883188041626
leaf_count=294 37 55 24 5 57 1663 14 41 58 31 29 29 21 57 11 18 18 31 31 47 27 32 23 6 27 56 30 22 91 15
internal_value=-0.000155301 -0.0229688 0.0196463 -0.011907 0.000351258 -0.00257364 0.00553555 -0.009478 -0.0295098 0.0124962 0.0278626 0.0171371 0.0324172 -0.031659 -0.00226263 -0.016909 0.00293277 -0.0175014 -0.0384428 -0.0052796 -0.00309865 -0.0176655 -0.000121122 -0.0161829 0.0119514 0.0265786 0.010301 -0.0273067 0.0150609 -0.00581378
internal_weight=2.39631 0.0520528 0.029116 0.0188425 2.34426 1.49871 0.845548 0.267839 0.175981 0.577709 0.283028 0.235567 0.179392 0.056175 0.294681 0.195434 0.099785 0.0741427 0.0597292 0.0389022 0.151375 0.119509 0.0957618 0.077785 0.12179 0.0992466 0.0788871 0.0389444 0.0558352 0.0446995
internal_count=2900 121 66 42 2779 1720 1059 520 226 539 177 148 77 71 362 243 168 150 109 78 212 185 153 135 48 119 108 52 112 106
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=0 7 5 18 9 2 22 19 20 2 0 7 23 7 18 0 16 18 2 13 13 16 7 6 0 15 8 16 10 17
split_gain=0.00294276 0.010958 0.0203453 0.0173533 0.0175076 0.0135281 0.0153033 0.0112944 0.0123322 0.0158506 0.0107485 0.0134957 0.0132833 0.0126459 0.0199179 0.0104594 0.0103856 0.0164857 0.016553 0.0147873 0.0111624 0.0178774 0.0162265 0.0112279 0.0109211 0.0107964 0.00950651 0.0144612 0.020308 0.00932072
threshold=86.530713386650021 22.806258769100005 21.495293572000005 13.24392582145 200.63976601170003 143.15549947900004 -0.086894999999999986 14.251149826300002 41.289992964000007 236.44570625245004 86.001087134900004 22.726915405250001 0.088005000000000014 22.535351262400003 13.042786209850002 86.162394622750014 22.614947116400003 13.5308213324 226.19683278270003 117.50443950750001 115.25151159420001 21.014950857900004 24.122256664450003 16.245379570700006 90.662873533100012 42.133814420300006 8.6432548896500023 20.784951395750003 66.318885161900013 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 10 -3 4 -4 -5 15 -8 -9 -10 11 13 -12 29 -15 -7 19 -18 -19 20 21 23 -22 25 -25 26 27 28 -2 -1
right_child=16 2 3 5 -6 6 7 8 9 -11 12 -13 -14 14 -16 -17 17 18 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.017959383710835251 -0.068420238219945403 -0.091210124001298465 -0.10048293999837413 0.062886703688051507 0.0091437363006538382 -0.0133367568448561 0.06753373212157221 0.036543213888036802 -0.084298435111588271 0.034175234640005936 0.072946584983807461 -0.1004280988497325 -0.002817849795186195 0.082680459355063601 -0.020834768675730916 -0.10062896472260852 -0.012271186482399306 0.095619787416728261 0.014551934683505541 -0.056783959179855771 0.048256210170936925 -0.065585579447861975 -0.014191827278834486 0.07023497538414078 -0.0060297497323123618 -0.075127672932068679 -0.055286528999219542 0.05124201195580709 0.00096267169618331489 0.032822691807535519
leaf_weight=0.22184979160123708 0.044141001240404654 0.035484712079778546 0.03703590022081471 0.032203415008552838 0.024013292000802267 0.032150562588981302 0.028620463741390267 0.039429502739949385 0.029534706786762399 0.018283780978663344 0.046124830457301869 0.013759987890843206 0.046438903517355357 0.041893560759945103 0.033413795923308953 0.023952752464538207 0.068622359802247845 0.045924856065539643 0.05577841470221756 0.045225887429296452 0.11059176933486004 0.042789374365383881 0.066706721678201575 0.043426284857559838 0.033079933538829209 0.020017574539224259 0.031335501442413149 0.053531706922512967 0.95219745102012077 0.043177798477557872
leaf_count=453 46 23 41 12 18 48 11 23 31 22 21 19 20 25 23 13 24 23 39 28 38 26 29 27 22 29 36 26 1664 40
internal_value=-0.00015282 -0.00534026 -0.0200978 -0.0105835 -0.057362 0.00340341 -0.00773542 0.0130221 -0.00485967 -0.0389991 0.00459509 -0.00333626 0.0349358 0.000589232 0.0367509 -0.0506053 0.00225018 0.0256035 0.0511587 -0.000506262 0.00131458 -0.00209133 0.0247608 0.000215553 0.0372595 -0.00235803 -0.00101076 0.000609207 -0.00211121 -0.00968606
internal_weight=2.36074 0.747368 0.300709 0.265224 0.0610492 0.204175 0.171972 0.115868 0.087248 0.0478185 0.446659 0.354095 0.0925637 0.340335 0.0753074 0.0561033 1.61337 0.170326 0.101703 1.44304 1.39782 1.22052 0.177298 1.17773 0.0765062 1.10122 1.08121 1.04987 0.996338 0.265028
internal_count=2900 843 242 219 59 160 148 87 76 53 601 560 41 541 48 61 2057 86 62 1971 1943 1876 67 1850 49 1801 1772 1736 1710 493
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=10 18 16 15 18 0 6 17 16 12 21 0 7 23 22 15 18 2 10 0 6 23 20 23 12 17 13 18 7 18
split_gain=0.00358254 0.00543324 0.00713451 0.0142495 0.00730028 0.00684045 0.0145168 0.0105909 0.00890802 0.0114421 0.00948629 0.01527 0.00837841 0.0169449 0.00993353 0.00768024 0.00989488 0.00767 0.00840522 0.015524 0.00846393 0.00645488 0.0089672 0.00793176 0.0080046 0.00558734 0.0121839 0.00845099 0.0144035 0.00737914
threshold=90.988176966900014 17.327266398450003 17.654958715000003 23.214301336750001 17.629805838300005 98.615332683000005 12.26528657645 207.35596244665001 14.034967180100002 119.83795109915002 5.7087410616000005 103.82556453975 25.396105459650006 0.092290000000000025 -0.58350999999999986 23.304416445750004 15.606027545000002 146.11720701395004 64.434276012450013 96.693085119700015 14.855347092800002 0.07968500000000002 37.797539186950011 -0.25765499999999997 177.99439387375003 208.46089438445003 113.13031812925001 15.312071772700003 25.178984058200005 15.409823741150001
decision_type=2 2 2 2 2 2 2 2 2 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 12 7 8 21 -10 -11 -12 25 17 -15 -8 -17 -14 -19 20 -20 23 -23 -7 -25 27 -27 28 -1 -29
right_child=-2 2 -4 -5 -6 6 15 -9 9 10 11 -13 13 14 -16 16 -18 18 19 -21 -22 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=5.0294163507757338e-05 -0.046703577283950914 0.077426247297085748 0.10006055757484178 -0.10012809057419421 0.0071422178685308993 -0.10019101566049433 -0.1001779798957448 -0.080567642535883499 0.097327422802062899 0.054998206947823106 -0.1002901639140583 0.041145026879044151 0.082034552159580165 0.031014240484307537 -0.084993349287427966 -0.10014573912379157 0.05929406539811985 0.080315428063042621 -0.10015923217174044 0.052422339804128228 0.023657780191336051 0.061463061556457824 -0.10016120448612716 -0.10009967502376967 0.037042530796067029 -0.084822357470371632 0.0085407856681427446 0.076671360267833444 -0.071394408062017176 0.0065848302400640674
leaf_weight=1.7351707277293753 0.016411001662021252 0.021948563398371479 0.010961279826005921 0.0096026329915730457 0.04523765298831961 0.0066463962321599004 0.02838499188374044 0.016130218426130938 0.018420855616398057 0.022588900855907923 0.015464585128711406 0.015074512731189316 0.034660384083508577 0.011989955470198765 0.019203088206268148 0.0071232854893423783 0.0085817322402590435 0.020049119240866276 0.015321897129524586 0.029993867879966274 0.0086308632999134716 0.0043133454272421537 0.016814603669715211 0.0049182152390975222 0.031606525122441553 0.024534228390052593 0.032485262658155989 0.026307502323106635 0.028684549695753847 0.035019237702186956
leaf_count=1568 319 33 8 22 109 24 64 66 15 37 46 31 18 7 44 27 18 14 47 23 7 39 81 29 75 32 23 9 29 36
internal_value=-0.000146275 0.000185076 0.0245902 0.0138171 0.0301028 -0.000780404 -0.0186141 -0.00395826 0.00513813 0.0294135 0.00586592 -0.0304758 0.000948845 0.0245638 -0.0404025 -0.0691329 -0.0130226 0.0432144 0.0250306 0.00448418 -0.0555444 -0.0218743 -0.067165 0.000291045 0.0185757 -0.00080577 -0.0316313 0.000157234 -0.00111157 0.03665
internal_weight=2.32228 2.30587 0.0877501 0.0767888 0.0671862 2.21812 0.196068 0.151978 0.135848 0.0715489 0.053128 0.0305391 2.02205 0.139849 0.031193 0.04409 0.015705 0.108656 0.0739957 0.0539466 0.0239528 0.0642991 0.0211279 0.0431711 0.0365247 1.8822 0.0570195 1.82518 1.76386 0.0613267
internal_count=2900 2581 172 164 142 2409 552 443 377 129 114 77 1857 160 51 109 45 109 91 77 54 248 120 128 104 1697 55 1642 1597 45
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=22 22 21 20 6 13 13 8 22 15 4 16 0 12 15 20 0 20 17 0 22 9 9 17 17 23 15 23 13 20
split_gain=0.00303852 0.0136731 0.013853 0.0103887 0.0244441 0.0213807 0.0205066 0.0165057 0.0147731 0.0142352 0.0259019 0.0243622 0.0121495 0.0135964 0.0183878 0.0153125 0.0115686 0.0108556 0.0100745 0.0138342 0.00831289 0.0161871 0.0146317 0.02442 0.0110873 0.0109226 0.0209626 0.0174915 0.0148566 0.0113867
threshold=-0.062629999999999991 -0.055714999999999994 7.4080080539000006 41.028010303750008 16.445384243750002 98.238948544700023 117.69263157665002 8.9430209551500024 -0.046474999999999995 32.393814985100008 309.48890441440005 15.604963508800003 86.866770652900016 224.88477233670002 30.124327028350006 37.360990606650006 86.162394622750014 39.852039223600009 198.12422587605002 96.811377277450006 -0.083330000000000001 203.83507631320003 194.04304600165003 197.32790877840003 188.73286619890004 0.083185000000000023 35.194695975650014 0.081815000000000013 95.99139754765001 43.411469133450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 5 8 -3 -6 12 -5 11 -11 -10 16 14 18 -16 17 -7 19 -14 25 22 24 -24 -22 26 27 -1 -27 -30
right_child=1 3 -4 4 6 7 -8 -9 9 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=0.0078719172275362008 0.0038589768514805385 -0.10016485358015639 0.087435959194910665 -0.082164870486213112 -0.08398469505693644 0.061964589865879029 0.043878322459221158 -0.060992985327727713 0.029097874096121246 0.072989520334617475 -0.025613566349943068 -0.074109432191621569 0.065826603105895262 0.059580873195860001 0.0099565855715040529 -0.063832574439938047 0.095451868549910363 -0.025970688357593714 -0.013873954372815415 -0.0041235683258746842 -0.064867658950012674 -0.055031478847941663 0.045178738303436237 -0.041467643411447042 -0.0018195516976920985 -0.10012130235306792 -0.058623960182458558 -0.092108104232224375 0.0044660605343389793 0.038891816778380661
leaf_weight=0.23091091288360088 0.041199954840976716 0.017017936857769977 0.03823906867455662 0.018500860867789015 0.067424883927216683 0.031575131954014068 0.015409758727031431 0.027554040192626417 0.050134018377617551 0.069179050552975241 0.043325899827436842 0.042059368481659476 0.07237229922611732 0.047332465197087004 0.052442940432229079 0.060643349555903114 0.035775255755652324 0.025277424623254774 0.053170085422266311 0.046400431839856537 0.052682973232213048 0.08288521635881807 0.098277813306367534 0.048618271273198843 0.059273714781475917 0.012543628745677271 0.079630829528014146 0.01893323853717277 0.64336426761745713 0.11294713469078488
leaf_count=699 23 157 21 8 150 35 25 32 158 38 32 105 31 52 26 30 18 17 35 37 39 116 56 31 46 161 83 26 535 78
internal_value=-0.000145413 0.00457663 0.0440899 0.000529551 -0.0138064 0.00987289 -0.0601983 0.0140109 0.00341082 0.0111452 0.0350173 -0.0179861 0.0188737 0.00994775 0.00170558 -0.0296134 0.0509014 0.0228674 0.022304 0.0384995 -0.00294911 -0.01657 -0.0042545 0.0165013 -0.0314878 0.00128893 -0.0139448 0.000295412 0.007817 0.00960718
internal_weight=2.2951 0.855034 0.079439 0.775595 0.306034 0.469561 0.0828346 0.452543 0.223199 0.204698 0.112505 0.0921934 0.424989 0.332362 0.285029 0.113086 0.0926278 0.0568526 0.171943 0.118773 1.44007 0.341738 0.258853 0.146896 0.111957 1.09833 0.329475 0.249844 0.768855 0.756311
internal_count=2900 1030 44 986 516 470 175 313 341 333 70 263 281 211 159 56 70 52 103 68 1870 288 172 87 85 1582 808 725 774 613
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=9 9 22 20 23 22 16 9 7 9 15 15 16 22 10 16 22 9 21 9 6 23 4 20 9 17 21 9 21 5
split_gain=0.00320832 0.00623784 0.0103639 0.00754892 0.0104963 0.00731642 0.0112587 0.0109211 0.00735601 0.00484431 0.00938214 0.0165146 0.0121057 0.00928548 0.0226733 0.00782034 0.00749915 0.00579311 0.0113375 0.0133054 0.0245187 0.0154005 0.0103494 0.0102585 0.010014 0.0250513 0.00723673 0.0225109 0.0121466 0.011483
threshold=215.80505313260002 219.38617924735004 -0.095019999999999993 42.233786329550007 0.091545000000000029 -0.0086649999999999991 17.654958715000003 223.24918598180003 26.565321014450003 207.37918994975004 34.761639995350009 33.755638987250002 22.604947139800004 -0.058529999999999992 67.171126389250006 18.804956025800003 -0.60414999999999985 203.09362050815002 3.0760100505500003 204.09084027260005 15.925372093750001 0.083795000000000022 258.12734058420006 41.24714903835001 202.37225149245003 195.89498576185002 2.9845679401500003 201.2906445504 4.6354459407500004 22.553892743650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -4 6 8 -8 -3 17 11 13 -12 14 -11 -15 -16 24 22 -20 21 -21 -19 -24 26 -26 27 -1 29 -28
right_child=1 5 3 -5 -6 -7 7 -9 -10 10 12 -13 -14 15 16 -17 -18 18 19 20 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.0041115620090320312 0.092492726484073709 0.017681952961553189 -0.092267740038919632 0.068836887277515094 0.040127099086167656 -0.057648451584335451 -0.025419024901827666 0.064163127127068217 -0.10011499427202107 0.060702710439403999 -0.080660695891007092 0.098464757140817247 0.00053760903671227339 0.040466586305816808 0.015340227507330013 -0.037976332378838296 -0.08198300633379374 -0.052871522106219496 0.077312113131281279 0.031638393790315529 0.06048324984338084 -0.068824825320401697 0.066780269492108843 -0.032942476656084949 0.026664747065413819 -0.086749219367195679 -0.044101025701336977 0.086066635507187905 -0.00013676868366804273 0.026615725281092763
leaf_weight=0.43495867821670398 0.022611802544417969 0.0091696538656833582 0.012077082289749685 0.012663559526117751 0.011877219197472755 0.018932858759683313 0.02069143189623901 0.039757704020757956 0.01256577180314622 0.018708055162505843 0.040839999548779815 0.015100291013368405 0.033358325439792225 0.043107251973104499 0.0094739357580806427 0.018022821350314189 0.048187355333105586 0.039062343235343522 0.043469311800890864 0.025026731155776361 0.057102552963101516 0.039095372003998818 0.021492586854151341 0.019836114278007244 0.035011776506692516 0.043890897216215308 0.12205986231849031 0.036313178859330719 0.91905961620827448 0.028282558319489226
leaf_count=629 26 24 29 18 15 44 28 38 75 24 56 9 31 58 11 18 112 36 30 17 38 47 22 19 31 24 134 21 1177 59
internal_value=-0.000142088 0.0134902 0.0392611 0.00639014 -0.0266226 -0.00160519 0.0113055 0.0334996 -0.0504193 -0.00118724 -0.014987 -0.000804544 -0.0441553 -0.0117064 -0.0349562 0.0173395 -0.0659925 0.00049122 0.0148196 0.0298464 0.012826 -0.0296142 -0.0159652 0.0189174 -0.00167705 -0.0364236 0.000102429 0.0104265 -0.00444725 -0.0307977
internal_weight=2.25181 0.160347 0.0592297 0.0366179 0.0239543 0.101117 0.0821846 0.0604491 0.0217354 2.09146 0.226798 0.1526 0.0741983 0.137499 0.0763693 0.0611301 0.0576613 1.86466 0.245085 0.164694 0.121225 0.0641221 0.080391 0.0413287 1.61958 0.0789027 1.54067 0.471272 1.0694 0.150342
internal_count=2900 297 88 62 44 209 165 66 99 2603 319 232 87 223 147 76 123 2284 209 132 102 64 77 41 2075 55 2020 650 1370 193
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=10 18 16 19 9 6 6 22 22 6 6 17 23 17 17 18 13 10 22 21 10 3 3 3 22 15 2 17 20 10
split_gain=0.0028709 0.00540727 0.00631931 0.0110644 0.00798159 0.00556689 0.014769 0.0102466 0.0149464 0.0126016 0.00882215 0.00863491 0.0101419 0.00944539 0.00833489 0.00826155 0.00807111 0.010566 0.00757078 0.0122122 0.00742906 0.0104725 0.0161788 0.014711 0.0149564 0.0220639 0.0274391 0.014031 0.010755 0.0246802
threshold=90.988176966900014 17.327266398450003 17.654958715000003 12.651020723000002 201.97224908750002 13.665319288000001 13.775321858200002 -0.15726999999999999 -0.093604999999999994 12.595294287050001 11.865277230300002 205.10400128480003 -0.22831499999999999 191.40027208745002 199.41622983390002 15.481271036150002 99.19872809730002 81.524804347700012 -0.50001499999999999 5.2269517379000012 75.465019721650009 85.622014538550019 85.80214123330002 84.968719212850019 -0.054494999999999995 28.321365561200004 127.00089009170001 191.40027208745002 37.858673296900008 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 -3 -5 7 -7 9 -9 15 11 12 -10 16 -12 -1 17 -14 19 -8 21 23 -23 24 25 -20 -27 -25 -24 -30
right_child=-2 2 -4 4 -6 6 18 8 10 -11 14 -13 13 -15 -16 -17 -18 -19 20 -21 -22 22 28 27 -26 26 -28 -29 29 -31
leaf_value=0.0015941151349390418 -0.042759123381016423 0.038632155912473064 0.10005467175269066 0.036336113796244955 -0.10015115816213092 0.061483215570451201 -0.063417004470937274 -0.10013337486513402 -0.1001667529139163 -0.067632481806935457 -0.091150801191400593 -0.063239407938133041 0.050640718781674893 0.05756606919579528 -0.0080499118026116142 0.060717891621359779 -0.10029803861337094 -0.07517946762999779 -0.088329386835050261 0.027841174034027794 0.039154593950614582 0.060966914134884698 0.021740208336145171 0.0093419696643551129 0.025593286822932805 0.046666321801898974 -0.10021735229544707 -0.10033745138959252 0.0018864864527952619 -0.051372302272966922
leaf_weight=0.067066008353435791 0.015688328338789748 0.05228945864837431 0.0099790412350557745 0.0066850414896180146 0.011931884681544602 0.03985835263665638 0.044339365567567124 0.025164555426819391 0.0072958597297372299 0.018278240963127246 0.025758056084328018 0.018163063074439378 0.021464016464393665 0.039554574049562419 0.022711363544431151 0.036494717338612759 0.0081432534286136615 0.0096864098302305024 0.04103844952169311 0.02191004845280986 0.050105177990744099 0.047103222635541786 0.21811127107557116 0.017128278170018163 0.083376802358542501 0.045711388741437986 0.017620641166331552 0.036559254404664898 1.0653683091411386 0.094747438474769186
leaf_count=131 319 120 8 10 34 33 56 156 35 69 58 57 31 76 43 97 30 63 39 25 39 27 200 12 43 28 57 63 867 74
internal_value=-0.000132562 0.000170908 0.0255475 0.0150617 -0.0511408 -0.00079604 0.00128063 -0.0134244 -0.0287227 0.00891825 -0.0169603 -0.000579451 0.0126321 0.0230694 -0.0522121 0.0224293 -0.0116563 0.0115162 -6.50914e-05 -0.033236 0.00121489 7.43684e-05 0.00333672 -0.0191852 -0.00598531 -0.031212 0.00579941 -0.0653457 0.00136711 -0.00246319
internal_weight=2.21933 2.20364 0.0808854 0.0709064 0.0186169 2.12276 1.82298 0.29978 0.177941 0.121839 0.152777 0.104307 0.0861441 0.0788483 0.0484694 0.103561 0.0392937 0.0311504 1.78312 0.0662494 1.71687 1.66677 1.42533 0.241435 0.187747 0.10437 0.063332 0.0536875 1.37823 1.16012
internal_count=2900 2581 172 164 44 2409 1563 846 549 297 393 292 235 200 101 228 124 94 1530 81 1449 1410 1168 242 167 124 85 75 1141 941
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=0 9 6 8 23 15 4 15 3 4 20 7 22 22 21 3 2 10 12 3 13 21 15 15 0 21 2 21 18 0
split_gain=0.00283119 0.00829114 0.0138932 0.0122018 0.00817067 0.00786647 0.0112018 0.0081423 0.00773834 0.0075452 0.00715895 0.00920479 0.00696745 0.00728602 0.00817851 0.0069362 0.00676783 0.00611808 0.0199694 0.0127556 0.0111737 0.00788144 0.0163587 0.0230912 0.0187218 0.0154861 0.0121388 0.0122383 0.0183448 0.0127586
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 0.10236000000000002 40.128253618400009 229.01066513960004 36.040858416950009 93.82450029455002 375.86663358980007 48.680511450650009 22.372035319250003 0.11529000000000002 -0.56818499999999994 12.749485150050001 94.260030511650015 63.69489481965001 61.987779113750001 198.76868305175003 93.770731131900007 117.64961624655002 8.9353283289500016 39.940798674500009 38.97275740620001 86.866770652900016 9.6758169699000014 167.29597799085005 12.103607123250002 14.255915995100002 97.550703263350016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 5 7 -7 -4 17 10 11 12 13 -1 16 -8 -15 18 -2 21 -20 -19 23 25 -24 -23 27 28 -27 -29
right_child=8 2 4 -5 -6 6 15 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 19 20 -21 -22 22 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.088964823659815534 -0.055549454170946311 -0.10027150477198972 0.0088522622163727908 0.09418835670309178 -0.067074794010210714 0.073756861678697383 -0.078520183593107223 -0.10022440498389458 0.037499455762174193 -0.10016734730146842 0.049402184405491184 0.039441122326697747 0.06986270757208779 0.059242268610858718 0.017918063242198082 0.018117716290027345 -0.090777289370755965 0.0048115171575831041 -0.035077503520131025 0.066803896078551306 0.038827301145837427 -0.068855026671993738 -0.09156858452500255 0.090017658632357 0.0064089607935857735 0.044367143982154765 0.01849115512264559 -0.082169692768259098 -0.055686578877800458 0.01710644249217581
leaf_weight=0.0038252463236858594 0.077163267392279411 0.02204886775245285 0.014451038469587729 0.01450282204314135 0.022169612597878086 0.024298688803355617 0.011478306586695908 0.012999979978758347 0.056913666550826636 0.0074861171572706544 0.026048098477758685 0.025634266135526218 0.0059881789786686559 0.0033006117846529062 0.011870731257090483 0.021044225194430055 0.033820444493279922 1.2320083060816505 0.031056218427636395 0.029721669240643567 0.059943802927591605 0.037879888608511325 0.047662044737876386 0.025530914085720724 0.033009857756951533 0.046373679622774944 0.15382561653667892 0.046204229127852159 0.030297453690351972 0.017984053710456749
leaf_count=5 35 40 28 10 33 14 31 25 22 36 19 23 12 7 26 30 241 1491 28 16 39 63 39 9 20 22 371 60 60 45
internal_value=-0.000149838 -0.0099243 -0.028023 0.00762988 -0.0130571 0.00115339 0.0223893 -0.0428032 0.00117486 -0.00301098 0.00357188 -0.010566 -0.032365 -0.0439551 -0.0543334 -0.0159891 -0.0774383 6.85288e-05 -0.018127 0.0018679 0.0136053 0.000712741 -0.0107961 -0.00163144 -0.0514775 -0.00866732 -0.000930569 -0.0221401 0.0048298 -0.0543548
internal_weight=2.18654 0.260967 0.128491 0.132477 0.106442 0.0842722 0.0568212 0.027451 1.92557 0.117974 0.110488 0.0844395 0.0588052 0.052817 0.0489918 0.0325225 0.0371211 1.86866 0.168163 1.7005 0.091 1.67078 0.438768 0.358096 0.0806719 0.332565 0.294685 0.140859 0.0766711 0.0641883
internal_count=2900 580 201 379 161 128 75 53 2320 369 333 314 291 279 274 61 248 2298 102 2196 67 2180 689 630 59 621 558 187 82 105
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=13 21 4 21 23 22 18 19 16 15 10 0 6 17 22 13 2 7 23 6 9 8 15 7 16 21 10 7 3 0
split_gain=0.00316421 0.00950869 0.00951536 0.00959751 0.011963 0.00919305 0.0079766 0.00655845 0.013406 0.00653724 0.00585467 0.00564301 0.0113303 0.011639 0.00745824 0.00894516 0.00943264 0.00656153 0.0147373 0.00753267 0.00691341 0.0101967 0.00633513 0.00858972 0.00490335 0.00460568 0.0147731 0.00652082 0.00631677 0.00629623
threshold=95.870416931800023 16.027392061700002 310.49012963040008 3.4240268213500005 -0.15684499999999998 -0.046474999999999995 17.108018746400003 12.150980378200002 16.514961380800003 15.229486597800001 84.906884675850009 98.615332683000005 12.26528657645 205.32027903760002 -0.18126999999999999 98.238948544700023 90.278415124550008 25.396105459650006 0.092290000000000025 13.825323026450002 206.50942114985003 8.3434888241000014 23.304416445750004 25.967949918250003 18.664956353200004 18.561626803950002 62.106071271500007 18.853220637450004 108.42013948475001 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 -1 9 5 -5 11 -8 -9 -4 -3 17 13 14 -13 -16 -17 25 20 -20 -19 24 -14 -24 -22 27 -27 28 -2 -29
right_child=6 10 3 4 -6 -7 7 8 -10 -11 -12 12 22 -15 15 16 -18 18 19 -21 21 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.10007791180998438 0.081829528434755605 -0.031043215194996615 -0.10012032265783913 -0.06870624662243334 -0.10011038017746872 0.08097689234912657 0.072483005882722856 -0.075429499581821866 0.062674522618733006 0.061730509241536551 0.05430358418895205 0.086135024590783746 -0.10015908381412181 -0.10011067172353844 -0.066784758112205952 0.080853183293322639 -0.019603842163415052 0.087614450578665556 0.023204816978419779 -0.083629877143287776 -0.073798143595964358 0.05478566026796125 -0.10011525775110429 0.057251117101892901 0.016831335039662273 -0.09555000080688493 0.029064708048455758 -0.017067213264969183 -0.014254281347169382 0.0016458551786018118
leaf_weight=0.018100830715709004 0.018757469473598909 0.012111962885228422 0.0029155444055986015 0.0073398064291154688 0.01975383184710644 0.009304585529889664 0.027731356400181428 0.012166612882310801 0.016645033835175127 0.017323356356909514 0.02389379168436534 0.012197523301892943 0.022777250439730778 0.010023311702298088 0.014726875840324172 0.016832541471785589 0.021018391017378235 0.024987841867186833 0.011026189931726549 0.016439560672552034 0.011418480573865963 0.043717522649785678 0.0063860223789333759 0.0075925363095166176 0.01251021545022013 0.019567798807031411 0.018514629264927862 0.20457855875471143 0.01077121490223476 1.4845118566834399
leaf_count=329 31 27 83 37 187 13 24 26 23 50 47 13 53 46 62 12 36 16 19 29 30 43 29 16 12 25 30 409 112 1031
internal_value=-0.000159556 -0.016623 -0.0369614 -0.0167898 -0.0474858 0.01497 0.00073204 0.0377686 0.00435581 0.0384149 0.0255938 -0.000321172 -0.0221723 0.000168265 0.0156854 -0.000658215 0.02507 0.000977629 0.0235913 -0.0407408 0.0426656 0.026062 -0.0676357 -0.0146408 -0.0264159 -0.000568393 -0.0349658 0.000193809 0.0467809 -0.000620627
internal_weight=2.15564 0.110744 0.074738 0.0566371 0.0363982 0.0166444 2.0449 0.056543 0.0288116 0.0202389 0.0360058 1.98836 0.111554 0.0747986 0.0647753 0.0525778 0.0378509 1.8768 0.1201 0.0274658 0.0926341 0.0676462 0.0367558 0.0139786 0.0239287 1.7567 0.0380824 1.71862 0.0295287 1.68909
internal_count=2900 773 699 370 237 50 2127 73 49 133 74 2054 267 169 123 110 48 1787 149 48 101 85 98 45 42 1638 55 1583 143 1440
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=20 20 21 21 23 9 23 23 13 2 0 17 9 17 0 3 7 9 7 5 20 7 6 20 2 6 23 15 10 16
split_gain=0.0029883 0.00691717 0.00680636 0.00717456 0.00643949 0.00570861 0.0153784 0.0191372 0.0186796 0.0105912 0.00816848 0.0115232 0.00782371 0.0107334 0.00751358 0.0133377 0.00951323 0.00935158 0.00826696 0.0107854 0.00885767 0.00775155 0.00764916 0.0232943 0.0164785 0.0129338 0.0106032 0.0176696 0.0150066 0.0117856
threshold=49.275256100300005 47.833738492450003 20.770927814650005 3.4240268213500005 -0.17732499999999998 181.61255275325001 -0.21013499999999999 -0.25765499999999997 117.60660091645001 297.58713971970008 103.44649194340002 242.64190980425005 187.70546222865002 192.49174628505003 85.716110573100011 94.187442142150019 22.477322886550002 199.68228938305 22.689595575850003 21.893521430150003 43.902382686800003 22.747724408400003 16.465384711100004 38.771633980050005 137.64628208855001 16.445384243750002 0.11467000000000002 38.469938489650012 68.961639504150014 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 5 3 -2 -5 6 7 9 -8 -1 12 -12 13 -7 15 -14 17 -17 19 -16 21 -20 25 -24 -25 26 29 28 -28 -23
right_child=2 -3 -4 4 -6 10 8 -9 -10 -11 11 -13 14 -15 18 16 -18 -19 20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10026614485276841 0.043165925938088656 0.030506304389894635 0.046067824836536667 0.010990729703379937 -0.1001430775994761 0.010082526038731825 -0.063225687455254739 0.057164866907191969 0.030427704805304812 0.036712701113788056 -0.10010222871635488 0.038475007551697915 -0.078484292261851912 0.074064950039158362 0.049637522066703993 -0.078185163699457993 0.041641744052658199 0.010329029247697309 -0.042288385757014886 -0.010595911737469491 -0.054968449418333377 -0.0033738450051367906 0.072776473745067211 -0.085277883680666078 -0.012572650229835917 0.06406731595501429 0.10013437842645537 -0.039698928537143317 0.012503659167941689 0.036942360750558394
leaf_weight=0.015977203849359967 0.0069397191909955627 0.073567090333369722 0.010099856948727393 0.0070770876913570637 0.019803722982882022 0.13991526893130402 0.086225160501821718 0.046192179665922595 0.028282834118442679 0.0087284046189779474 0.017912170448681652 0.0090233077230550407 0.033231829044588213 0.032265393936540931 0.076192565204109886 0.022068344073204571 0.029747939138474067 0.025996744007144912 0.041145200893993095 0.048747408810413617 0.029456698432113515 0.89069919955923615 0.026232403903122647 0.039440097375518235 0.14873275011723308 0.036023839895278686 0.039708286232780665 0.024913824428722364 0.038479305170767475 0.078934679202575353
leaf_count=146 10 100 18 27 164 95 556 118 36 9 190 39 72 16 32 17 42 59 17 30 32 758 20 23 107 16 17 13 65 56
internal_value=-0.000155204 0.000387831 -0.0259694 -0.0474819 -0.0708841 -0.000712183 -0.0174322 0.019169 -0.0400938 -0.051872 0.000982844 -0.0536793 0.00179994 0.0220724 -0.000341811 -0.025452 -0.00280339 -0.0303109 0.0014942 0.0261364 -0.00071478 0.000456606 0.00178581 -0.0155044 -0.0278113 0.00512929 0.00315008 0.0336392 0.0570077 -9.18364e-05
internal_weight=2.13176 2.08784 0.0439204 0.0338205 0.0268808 2.01427 0.185406 0.0708978 0.114508 0.0247056 1.82887 0.0269355 1.80193 0.172181 1.62975 0.111045 0.077813 0.0480651 1.51871 0.12494 1.39377 1.36431 1.32316 0.214405 0.188173 1.10876 1.07274 0.103101 0.0781876 0.969634
internal_count=2900 2681 219 201 191 2581 865 273 592 155 1716 229 1487 111 1376 190 118 76 1186 62 1124 1092 1075 150 130 925 909 95 82 814
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=9 15 22 13 13 20 3 20 13 23 6 18 10 23 21 23 7 17 7 16 19 9 21 9 10 7 2 14 22 6
split_gain=0.00291526 0.00596966 0.00608447 0.00706277 0.0103798 0.00408665 0.00783343 0.00798266 0.00781662 0.00742905 0.00512306 0.00959053 0.00849707 0.00732656 0.00499225 0.00542722 0.00807832 0.00537696 0.00778903 0.00992726 0.0157031 0.00989669 0.00821549 0.0101826 0.00692956 0.00675213 0.00590886 0.0170234 0.0146413 0.0124564
threshold=37.256168974800005 6.9561856507500011 -0.15895000000000001 96.209162656250015 92.138837046750012 47.480720532750006 73.962171626800014 48.988717865950008 107.89051323300002 1.0000000180025095e-35 10.715250360100002 17.248993197150003 89.619751778500017 -0.12530999999999998 20.076345264900002 -0.27223499999999995 23.564264519350004 220.68978861510001 25.396105459650006 18.764956119400004 12.951044929850001 204.09084027260005 5.597634825300001 212.62588569420004 77.032390811750005 25.520256579150004 122.26439358135001 208.95018571190005 -0.10518999999999999 14.615341485100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -7 9 -9 -8 11 13 -13 -2 15 16 -12 18 24 20 21 -20 -23 -24 26 -22 27 28 29 -17
right_child=5 2 -4 -5 -6 6 7 8 -10 -11 14 12 -14 -15 -16 17 -18 -19 19 -21 25 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.087289735597993967 -0.00054853325247166643 -0.078345574438021703 -0.07611231253768086 -0.10022179636808078 0.09714130770239908 0.087087436781744687 -0.0098017921612809401 -0.10021307310315804 0.014877352425837926 0.069170481339728168 -0.084634740920503951 0.032871155715263813 -0.10005692096625358 -0.090433481920188519 0.049865777448188965 -0.042521684681717381 0.020477314684079203 -0.048868664870002305 0.062248546988921773 0.058482743774833201 0.019988832702613084 0.029774111868782212 -0.096321557999548363 0.015506453018914247 -0.053634424542564355 -0.10013595782508354 -0.0061555691913907119 0.069764651684026832 -0.0052431539162058815 0.037262245346808678
leaf_weight=0.0042441973911490063 0.013820936198271738 0.0051534551754075517 0.02019936225076302 0.0050694322571871444 0.0097424728598980437 0.015108163303921063 0.022846816759511057 0.011214963597694805 0.012454804518142737 0.024888397003451246 0.018028994871912452 0.030098491663785865 0.0057231750410560158 0.026371222018380158 0.02025435487132643 0.022326308209358103 0.012299868687023263 0.021677094282949727 0.039769232206708582 0.050369767435768154 0.006422220474405548 0.041944416995590927 0.015375664742521167 0.017308613070099454 0.024626497584819051 0.017241240119233225 0.81617708263990352 0.039728999256368525 0.57174511853830912 0.1584308577557465
leaf_count=52 46 54 261 14 15 20 35 29 21 23 100 74 158 181 25 37 17 45 45 38 10 70 29 38 73 66 825 20 350 129
internal_value=-0.00014946 -0.0254986 -0.037417 0.00173193 0.0364292 0.000398006 0.02167 0.00782874 -0.0396536 0.0313731 -0.000536284 -0.0259912 0.0116334 -0.0595246 0.000485473 -4.8384e-05 -0.0420066 0.000642036 0.00123126 0.0204822 0.00661826 0.0219569 0.000485671 -0.0371008 -0.000990054 -0.0675343 -0.000184011 0.00596804 0.00259985 0.0274077
internal_weight=2.10066 0.0444089 0.0401647 0.0199654 0.0148959 2.05625 0.0865131 0.071405 0.0236698 0.0477352 1.96974 0.0760138 0.0358217 0.0401922 1.89373 1.87347 0.0303289 1.84314 1.82147 0.188431 0.138061 0.114398 0.0746287 0.0326843 1.63303 0.0236635 1.60841 0.792231 0.752502 0.180757
internal_count=2900 396 344 83 69 2504 128 108 50 58 2376 459 232 227 1917 1892 117 1775 1730 296 258 182 137 67 1434 76 1361 536 516 166
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=22 2 2 17 12 22 14 2 23 15 16 10 9 17 20 18 22 9 16 17 17 2 21 21 8 23 23 13 20 18
split_gain=0.00280088 0.00941291 0.00910782 0.0106465 0.00723592 0.00715206 0.00889098 0.0166484 0.0068802 0.00687537 0.00910378 0.00722261 0.0118776 0.0057691 0.0153651 0.00793052 0.0154875 0.00551903 0.00948099 0.0108034 0.0177595 0.0139103 0.0125039 0.0149559 0.00973723 0.00939647 0.00985377 0.00926952 0.0201901 0.0131033
threshold=-0.25167499999999993 199.66651340635002 181.83510701155004 195.53954078470002 195.51336019310003 -0.16187499999999996 208.04216153005004 35.561888367500011 0.092290000000000025 20.742056627150003 15.919962772200003 62.084563606450011 66.290220196950017 174.63059628235001 35.818873074050011 13.278511569200001 -0.59087999999999996 181.61255275325001 12.644970430600003 181.49225329600003 183.58889821140002 59.615984903700003 0.89219292875000011 4.9552152050000009 8.8430989333000021 -0.23472499999999999 -0.21013499999999999 117.60660091645001 44.710446918150005 14.804191144800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -3 10 -8 12 -11 14 -1 -15 -17 25 -19 22 -21 -22 -20 -24 -23 -7 -27 28 -28 -30
right_child=5 8 -4 4 -6 17 9 -9 -10 11 -12 -13 -14 15 -16 16 -18 18 19 20 21 24 23 -25 -26 26 27 -29 29 -31
leaf_value=0.089511957262759276 0.10008293221616658 -0.10015934446351071 0.064621817513583757 -0.083508598368489242 0.0089796202071524174 -0.10022120792853546 0.019987549559275196 -0.090576689980327099 0.0032961981278008044 0.080611681193126616 -0.1002241555221014 0.073688421708408613 -0.044328130194503698 0.083518049900856428 -0.10032979337091691 0.048096388008830093 -0.058790470082523374 -0.072876192953915439 0.07974489673928753 -0.062760604765263267 -0.066189383872721205 0.0045394927547926156 -0.033031847383301581 0.057076947517309566 -0.037284348096510468 0.070564496349378988 -0.08796146043867098 0.031773680319707308 -0.068131542073032278 0.03717473578585722
leaf_weight=0.0062335392350906229 0.0063906696159393697 0.018782766103394355 0.017999910762945603 0.027130471388858268 0.01229138480030656 0.013072695534347645 0.046034755080384571 0.016163402401275562 0.009773005783644706 0.013833254871997269 0.0072986347569354839 0.049135811136693519 0.016910653068407555 0.015709262232576293 0.013489118377247422 0.032167695462099744 0.023429745943829516 0.017246218683437564 0.036470583116169908 0.044566188304329901 0.029856859116989543 1.3346476560192 0.04021975062232741 0.033982775818458322 0.058088427517375751 0.013222703823757342 0.040970693648556211 0.026770026424856042 0.017097804312555809 0.038250124972997845
leaf_count=14 3 103 31 62 12 105 148 79 24 23 18 45 45 16 42 34 37 166 18 39 34 1024 38 38 68 27 324 20 72 191
internal_value=-0.000142237 -0.0121735 -0.00205954 -0.0112604 -0.0546716 0.000978481 0.0215093 -0.0365535 -0.0647524 0.0313398 0.00353667 0.0499031 0.0118887 0.00753962 -0.0403284 0.0207794 0.00305237 -0.000854761 0.00086656 0.00167259 -0.000600053 0.00134728 0.0318003 0.00823557 0.0027951 -0.0192345 -0.0114676 -0.0202799 -0.0347472 0.00464405
internal_weight=2.07724 0.177007 0.148451 0.130451 0.0394219 1.90023 0.155767 0.0225541 0.0285558 0.133213 0.0533334 0.0798797 0.0307439 0.0910294 0.0197227 0.0713067 0.0555974 1.74446 1.59508 1.57783 1.46716 1.42259 0.110673 0.0742025 1.39274 0.149384 0.136311 0.123089 0.0963186 0.0553479
internal_count=2900 375 248 217 74 2525 361 82 127 279 166 113 68 143 56 87 71 2164 1425 1259 1165 1126 94 76 1092 739 634 607 587 263
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=22 22 20 6 13 8 13 0 9 6 9 3 23 23 22 13 4 2 22 15 22 13 0 21 23 22 20 23 18 22
split_gain=0.00284406 0.0116638 0.0124261 0.0230499 0.0143263 0.0123968 0.0125451 0.0157543 0.0135472 0.0198592 0.0158924 0.0209486 0.0148225 0.0135217 0.0112592 0.011117 0.0110015 0.0216697 0.0157284 0.0171524 0.016072 0.010449 0.0103648 0.0102032 0.0100398 0.00788819 0.00734305 0.0114173 0.0177532 0.014489
threshold=-0.062629999999999991 -0.058529999999999992 41.028010303750008 16.445384243750002 117.69263157665002 8.9430209551500024 113.96105169155001 92.313586825200005 196.26893085885004 14.855347092800002 197.58039077460003 84.146051024900018 -0.082159999999999997 0.093480000000000021 -0.026349999999999998 117.55283175385001 398.10712430820007 220.59538940565002 -0.033594999999999993 32.393814985100008 0.06041500000000001 117.68187774410002 95.762878606550018 11.848943982500002 0.11048000000000002 -0.0086649999999999991 40.21994457600001 0.10211000000000002 13.340835220050002 -0.069554999999999992
decision_type=2 2 2 2 2 2 2 2 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 5 15 -5 6 7 -3 14 10 -10 12 -12 -14 -9 16 17 18 -4 20 -20 23 -22 -8 -15 -18 27 29 -29 -1
right_child=1 2 3 4 -6 -7 21 8 9 -11 11 -13 13 24 -16 -17 25 -19 19 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00041333188565096849 0.062544430975706083 -0.04850338389190343 -0.10062742497501283 -0.081551864759310908 0.024361586586837611 -0.05648325255488397 0.084582561495748221 0.03540041382257602 0.10016608835274035 0.080500385329162705 -0.060942116358623691 -0.067951887374995787 0.081820082018800588 -0.072697755096352332 -0.0533217499288711 0.086227625370384045 0.096512053766647676 -0.075944798426668583 -0.10033071515842724 0.063533667541354144 -0.10024214602990322 -0.0032061899243059997 0.048359092883337562 0.016187373495163745 0.056538003848623099 -0.0094674298277203205 0.0017969773626321903 0.0085279954171498997 -0.0873043596824436 -0.10039782851878985
leaf_weight=0.27554700224815853 0.033336479747731573 0.046666191164320137 0.011648797637178632 0.063329844569949501 0.015997278028407891 0.02482280501050127 0.059833712954286966 0.021205986649981412 0.016376109269913286 0.05269991892419057 0.016466208234874102 0.036382868122018408 0.039212310497552139 0.013065324498086284 0.043944347001753981 0.015079269360285252 0.017172742623358772 0.041106098186816098 0.016478075943894055 0.049652340382181137 0.0057315370422656988 0.036777019860892324 0.025922232373221554 0.034323808795306832 0.011133559140034777 0.011882995201915492 0.91625037081195959 0.032593408079264918 0.047506982258584074 0.015298130182486824
leaf_count=510 22 45 9 154 27 33 46 16 5 23 17 26 49 28 136 10 16 54 57 35 47 22 66 19 18 50 1221 23 98 18
internal_value=-0.000144501 0.00470513 0.00205259 -0.014757 -0.0601931 0.012222 0.0162059 0.00484253 0.014781 0.0285693 0.00793572 -0.00505561 0.0235926 0.0455441 -0.0244433 0.00375764 -0.00316677 -0.0140403 0.0092128 0.0222978 -0.0202407 0.0419949 0.0214519 0.0596501 -0.0132382 0.0531694 -0.0030088 -0.0148793 -0.0483095 -0.00567241
internal_weight=2.04744 0.760248 0.726911 0.274001 0.0793271 0.45291 0.428087 0.297153 0.250487 0.185336 0.132636 0.11626 0.0798774 0.0634112 0.0651503 0.194674 0.179595 0.150539 0.109433 0.0977842 0.0481318 0.130935 0.0316538 0.0941575 0.0241989 0.0290557 1.2872 0.370946 0.0801004 0.290845
internal_count=2900 1030 1008 525 181 483 450 363 318 166 143 138 112 95 152 344 334 268 214 205 170 87 113 65 46 66 1870 649 121 528
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=13 13 13 13 23 7 16 19 13 6 6 23 20 8 6 0 7 16 23 22 13 3 3 9 16 6 10 3 20 9
split_gain=0.00291775 0.00781195 0.00684166 0.00605817 0.00766998 0.00601722 0.00570867 0.0106766 0.00743357 0.00567443 0.0131715 0.00869328 0.0114284 0.00761257 0.00829415 0.00810393 0.00929235 0.00746774 0.00739685 0.00642074 0.0106169 0.00843563 0.0166056 0.0143689 0.0136274 0.0192986 0.0167152 0.0296458 0.0247298 0.0128726
threshold=95.870416931800023 92.692659421600013 96.429616222950017 92.138837046750012 0.07968500000000002 21.061418062900003 13.534968349350001 11.850956171350001 99.19872809730002 13.665319288000001 13.825323026450002 0.092095000000000024 34.997818021800008 7.6440346712000009 6.9451622726000011 95.762878606550018 20.778835947700006 17.654958715000003 0.13062500000000002 -0.50001499999999999 103.02440401690002 85.54673771085001 84.968719212850019 206.50942114985003 19.214955067100004 15.365359009150003 66.697957758300021 89.227236891450005 37.360990606650006 214.22994816675003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -4 8 -8 11 -11 13 -13 14 -9 16 -16 -15 -14 -12 -21 22 23 -22 25 -23 27 -26 -28 -25
right_child=2 5 6 -5 -6 -7 7 9 -10 10 19 12 18 17 15 -17 -18 -19 -20 20 21 24 -24 29 26 -27 28 -29 -30 -31
leaf_value=-0.00152464632994085 0.057643646348681313 0.05376484529427468 -0.043954649779497271 0.056208294237577283 -0.10005600350405382 -0.10011164666783263 0.099433221099206825 -0.054841706786486435 0.015554949992293921 0.054663505746783685 -0.033365532809556418 0.051747334510333247 -0.094949963734836995 -0.084784342640521593 0.037146651789070534 0.063164055038681402 -0.10011601431449396 0.0042727450184122306 0.0099359805052067485 0.080759723453586119 0.010754943606589226 0.069668457381790727 -0.076206182302188383 -0.10023549290973627 0.063626623229340526 -0.023762895201691489 0.02168749167138485 -0.000361060127285902 -0.072175749516181442 0.0038914330923833841
leaf_weight=0.051661371964594971 0.020874713064131245 0.0030328814257281058 0.028990345952763508 0.014067081467970866 0.0093266030798193622 0.015677914841887741 0.017758026486262568 0.012928825063880711 0.026087021237032104 0.045017530278528173 0.056258485699572147 0.0087082660288615443 0.033792202071367683 0.018105072791968269 0.012878118913249637 0.03534454802320397 0.0079931317923183087 0.019618412375166372 0.0083939350488435593 0.016520923094390461 0.1421423775277616 0.066837789822557059 0.039841673934574828 0.025955486307339015 0.077935030043590703 0.033033924137313875 0.04611032845241414 1.0204558218882978 0.071740025476174196 0.021881397013657988
leaf_count=312 33 13 119 37 280 131 17 113 43 42 77 19 95 68 26 28 28 33 19 20 94 48 68 52 41 191 20 740 60 33
internal_value=-0.000136092 -0.0173596 0.00070715 -0.00294799 -0.0165926 -0.0751694 7.97331e-05 0.000764098 0.0495271 -0.000409674 0.00130906 -0.018535 -0.0525507 -0.00233557 0.0173781 0.0339877 -0.0154213 -0.0384695 -0.0740804 -0.000174769 0.00102031 0.000168163 -0.0175091 -0.0051994 0.00325499 0.0387648 0.000339097 0.00417911 -0.0354507 -0.0526061
internal_weight=2.00897 0.0937659 1.9152 0.0750551 0.060988 0.0187108 1.89433 1.86534 0.043845 1.82149 1.66373 0.157763 0.0508944 0.106868 0.0691446 0.0562158 0.0208713 0.0377235 0.0421861 1.61871 1.56245 1.54593 0.229821 0.189979 1.31611 0.0998717 1.21624 1.09839 0.11785 0.0478369
internal_count=2900 773 2127 629 592 144 2094 1975 60 1915 1486 429 133 296 195 82 54 101 114 1444 1367 1347 247 179 1100 239 861 781 80 85
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=14 14 0 16 10 6 10 16 10 22 9 4 15 0 19 13 21 22 13 20 22 5 2 23 21 22 4 9 22 15
split_gain=0.0026414 0.0127918 0.0112708 0.0193502 0.0189134 0.0119633 0.0153897 0.0323521 0.0118049 0.0167544 0.0212208 0.0176647 0.0195754 0.0140725 0.0112903 0.0103436 0.00998522 0.00962261 0.00937398 0.00881203 0.00824277 0.0120542 0.0103701 0.0137885 0.0154738 0.00923939 0.00788455 0.00823829 0.0074135 0.00709752
threshold=241.54317565595002 244.99684607285005 86.530713386650021 22.654947022900004 62.041548276350007 15.925372093750001 62.197478847950002 22.604947139800004 75.403185184700007 -0.062629999999999991 201.63419974125003 245.31252880175003 25.134223482700005 97.483491810050012 14.251149826300002 109.96062599345002 5.7587983756000005 0.072320000000000023 104.02719889955002 42.871500973550006 -0.01762 23.606333875400001 215.60007756200005 -0.24637000000000001 2.3083050893000006 0.0023400000000000005 233.74578482015002 194.04304600165003 -0.065399999999999986 24.200063469100005
decision_type=2 2 2 2 2 2 2 2 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 28 4 5 20 8 7 -7 9 11 15 -4 13 19 -6 -11 -8 -12 -10 -13 22 -22 23 -3 -25 -23 29 -28 -2 -1
right_child=1 2 3 -5 14 6 16 -9 18 10 17 12 -14 -15 -16 -17 -18 -19 -20 -21 21 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.021147904884865683 -0.093902159939885543 0.060538196955716765 0.10026253415396409 0.07217208875921001 0.0002842453097616551 -0.058578717681691074 0.01220318763892507 0.060409683922093671 0.0031939372801420701 -0.0090758790631203911 -0.0023337487149378347 0.084566640274044591 -0.089925511608228689 -0.10024748597933086 -0.10037200043317461 0.09380382562248521 0.080388405022419313 -0.089786378748882512 0.084873424377325785 -0.018065326582836511 0.079845325052990634 0.067524207498743827 0.0097221109225922447 0.031604220897197575 -0.096456016978313464 -0.070022893788042967 0.0015969151271296453 0.0886383202938585 -0.013039609136452097 0.0045856411971933134
leaf_weight=0.1218500278125878 0.024028228828839815 0.010123418728198885 0.0075436183251440516 0.040713951721045305 0.015587691580080332 0.051761685748715536 0.036578527236997616 0.040910350187914446 0.1840690884860865 0.014782496900068054 0.033775223557881873 0.014685465672178211 0.072523823658940501 0.011885438356955547 0.039085556292633328 0.028835628181695938 0.052022025600308552 0.020051494968356565 0.015211889603961026 0.019440550763448528 0.024568243524868194 0.0074573363485797009 0.0687186751604969 0.012276877612293902 0.040770077949659367 0.014150140043597048 0.021822642301127959 0.021673450188868237 0.021467096135388775 0.89013794144364056
leaf_count=399 29 13 1 36 35 31 26 19 812 49 43 20 147 30 61 10 23 23 13 71 13 7 111 20 74 48 47 25 19 645
internal_value=-0.000137881 -0.0040451 -0.00136463 0.00544418 -0.0202282 0.000946817 0.0224391 -0.00605093 -0.00826774 -0.024045 0.00709688 -0.0481142 -0.0575569 -0.00653717 -0.0716743 0.0589372 0.0522383 -0.0349115 0.00942885 0.0261003 -0.00443208 0.0319297 -0.0171627 -0.0464089 -0.0668185 -0.0225516 0.003279 0.0449683 -0.0557469 0.00148715
internal_weight=1.97851 0.923025 0.877529 0.644791 0.232738 0.604077 0.181273 0.092672 0.422805 0.223524 0.0974448 0.126079 0.118535 0.0460115 0.0546732 0.0436181 0.0886006 0.0538267 0.199281 0.034126 0.178065 0.0461757 0.131889 0.0631704 0.053047 0.0216075 1.05548 0.0434961 0.0454953 1.01199
internal_count=2900 1784 1736 1354 382 1318 99 50 1219 394 125 269 268 121 96 59 49 66 825 91 286 68 218 107 94 55 1116 72 48 1044
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=9 18 18 16 15 21 2 10 14 0 6 23 17 15 18 16 10 16 22 0 10 10 8 16 13 4 17 0 20 13
split_gain=0.00270387 0.00454946 0.00260478 0.00568169 0.00946319 0.00516198 0.00836287 0.00806556 0.00749617 0.00434252 0.00893189 0.0080318 0.0087158 0.00510936 0.00697017 0.00453267 0.0204506 0.016055 0.0141315 0.0101919 0.0209923 0.0144284 0.0137261 0.00827922 0.0295922 0.0162458 0.0130617 0.0111405 0.0096988 0.0236492
threshold=26.901933640100001 16.118666550000004 16.873483924050003 17.484959112600002 23.214301336750001 15.895706283850002 325.75432260090003 83.715897724050009 414.62864134155001 98.615332683000005 12.26528657645 -0.22831499999999999 205.10400128480003 23.304416445750004 15.606027545000002 15.919962772200003 72.953999827850012 15.474963812800002 -0.24103499999999997 96.055920542800024 71.090898343450007 71.52105164435001 7.943800736700001 19.214955067100004 109.72404167800001 230.71750853160003 171.87233581170003 93.972365491700018 38.592454371550012 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 -1 9 4 5 6 7 -4 -9 15 11 -11 -13 -12 -15 17 19 18 -2 20 23 -21 -22 25 -25 26 -17 -28 -26 -30
right_child=2 -3 3 -5 -6 -7 -8 8 -10 10 13 12 -14 14 -16 16 -18 -19 -20 21 22 -23 -24 24 28 -27 27 -29 29 -31
leaf_value=0.02450839364742554 -0.074924280385943356 -0.10007005176981253 0.052944533610686684 0.087717260837703342 -0.10008259469000165 0.07928382279851548 -0.10013858265925471 -0.060939187369866615 0.063231006231564635 -0.090248877748244388 -0.10014127205389503 0.016842320381835856 -0.10008147429773694 -0.10011086118837274 0.052791556564805865 -0.049481126887636881 -0.10011645907874281 0.073457200695034863 0.014364124624831012 -0.014689883947742855 0.014075925552128799 0.078733797027352184 -0.10022570729900891 -0.10031105711948761 0.018634032929599479 -0.026456516652237361 0.081185837161434085 0.016531083828541002 -0.08247275847845692 -0.00094320319375680638
leaf_weight=0.0050761335807011365 0.021326994877863825 0.0069379711526598165 0.031411134620697001 0.010021496141348507 0.0073761200087574244 0.01181507878368393 0.0065012910413599903 0.016588492523453846 0.0068776434715118731 0.0095239884194562308 0.01793692786191059 0.0743290701928635 0.0069734321514687272 0.0054160761079629083 0.0066321073221615734 0.014118091490615714 0.020559093444091903 0.037953956984111414 0.10496455078734346 0.029132915192349063 0.015108150954802002 0.038217235345882727 0.034490852395265392 0.029924735243866851 0.23416103586259829 0.050452448096606872 0.060675458208606869 0.047524626201266074 0.036973177293475601 0.94313977889059686
leaf_count=36 69 156 53 19 31 19 52 246 32 49 53 225 46 27 17 114 108 42 195 26 28 26 78 33 146 150 39 30 40 715
internal_value=-0.000140499 -0.0474339 0.00015388 0.0167079 0.00787556 0.0187551 0.0071036 0.0198085 -0.0245464 -0.000661354 -0.0189873 -0.00336429 0.0068136 -0.0663101 -0.0159434 0.000626802 -0.00104248 0.0164254 -0.000714108 0.000285411 -0.00146139 0.0383225 -0.0654088 0.000776994 -0.00207143 0.0212898 0.0409836 0.0527876 0.000349602 -0.00401877
internal_weight=1.94214 0.0120141 1.93013 0.0905913 0.0805698 0.0731936 0.0613786 0.0548773 0.0234661 1.83953 0.120812 0.0908265 0.0813025 0.0299851 0.0120482 1.71872 1.55448 0.164246 0.126292 1.53392 1.46657 0.0673502 0.049599 1.41697 1.2442 0.172771 0.122318 0.1082 1.21427 0.980113
internal_count=2900 192 2708 452 433 402 383 331 278 2256 417 320 271 97 44 1839 1533 306 264 1425 1373 52 106 1267 934 333 183 69 901 755
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=14 14 12 10 2 15 8 6 15 20 23 10 7 6 12 17 8 18 7 7 17 16 5 15 5 9 0 5 4 2
split_gain=0.00262238 0.00950926 0.00899023 0.013145 0.0112426 0.0120356 0.00948408 0.00758942 0.0185226 0.0156855 0.0160824 0.0229626 0.0170909 0.0154438 0.014357 0.0106556 0.0158204 0.00692693 0.0152463 0.0127498 0.0104559 0.00886155 0.0127841 0.00647287 0.0111759 0.00641201 0.00627787 0.0166849 0.01263 0.0128369
threshold=202.65261526855002 204.50376127325003 121.97235442175001 61.86411003975001 103.98563613345001 39.466660082200001 8.543332867800002 14.905348261050003 29.198705243000003 38.592454371550012 0.08784500000000002 61.928633034850002 22.597569836950004 16.375382608200002 82.846568806150017 187.59608338195002 8.3434888241000014 15.078943968800003 24.101221167900004 23.903127120600004 181.27812760255003 18.714956236300004 13.999568943650003 31.000143748900005 18.228105795950004 195.51131808980003 86.530713386650021 21.746930049350002 248.34582299520005 187.03662689815005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 6 -5 25 -4 8 17 14 11 -11 15 -13 -9 16 -12 18 19 20 -1 22 -19 24 -16 -6 27 -3 -29 -30
right_child=1 26 3 4 5 -7 -8 9 -10 10 12 13 -14 -15 23 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.025885607853158445 -0.067050209262833185 -0.068306363080847546 0.032151285457237729 0.073059282209854928 -0.051351013454416887 0.066492591680636842 -0.10056433171032596 -0.013006493597826983 -0.10035429091912591 -0.06963495588034159 -0.10041234599770837 -0.0087160201660910173 -0.072585217507600872 0.070733375524624234 0.09935520412261041 0.043860227743725243 0.025983341022605522 0.061076332163057183 -0.07781622855325844 0.054068368381622593 -0.076381802568942683 0.088552452050397315 -0.055097760660859696 0.094241746030119422 -0.057386676653801927 0.017608126036484765 0.0029317438397674822 0.023168105132896216 -0.066067792190009231 -0.0054931755620967818
leaf_weight=0.017803778039990337 0.022687759285773157 0.047132125425140003 0.009177459744424965 0.053397513163872645 0.02447875507647268 0.028869745408883318 0.013028757617576048 0.02991750137971394 0.023776439433277119 0.023402323377148093 0.018653643666766584 0.039840695096245327 0.054928718229803053 0.063403085111360724 0.0092771323643319192 0.032528113864827901 0.021108654787170167 0.017452366897060756 0.032197814261053281 0.030436780143645592 0.022800764816196306 0.015086663363035768 0.020715333264433866 0.040682127233594656 0.0089254481360043769 0.030019551686564228 0.85411975389361827 0.10773251598828892 0.045389008197304292 0.15262489243611554
leaf_count=22 36 36 42 31 19 13 9 25 30 37 10 31 30 44 6 15 30 51 43 13 28 8 42 18 42 21 1667 141 73 287
internal_value=-0.000151361 -0.0029095 0.00482239 0.0256475 0.0372344 0.0142885 -0.0457152 -0.0015084 -0.0181178 0.00722946 -0.00542439 0.019802 -0.0305371 0.0400747 0.0434039 0.00141247 -0.0333125 -0.00562342 -0.0207339 0.00513736 -0.0315409 0.0236698 -0.00197659 0.0720643 0.0224984 -0.0133659 -0.00170386 -0.012924 -0.0043866 -0.0193782
internal_weight=1.9116 1.22969 0.681909 0.158972 0.136766 0.0833681 0.0222062 0.522937 0.18027 0.342667 0.253865 0.126646 0.127219 0.103244 0.0888022 0.0722904 0.0397623 0.156494 0.103239 0.0710413 0.0406045 0.0532544 0.0381677 0.0588847 0.0182026 0.0544983 1.207 0.352879 0.305746 0.198014
internal_count=2900 2240 660 135 84 53 51 525 237 288 197 112 85 75 91 55 40 207 106 63 50 101 93 66 48 40 2204 537 501 360
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=20 21 21 20 23 4 23 19 21 15 20 7 23 23 5 6 18 7 9 4 17 9 15 16 16 23 2 19 13 21
split_gain=0.00248188 0.00493234 0.00597934 0.00485025 0.00418291 0.00381377 0.00315505 0.00625421 0.00842397 0.00989399 0.00516297 0.00501825 0.00430858 0.00810164 0.00845708 0.0180299 0.0112644 0.0086575 0.00684272 0.00929738 0.00795312 0.00792336 0.0064365 0.00611772 0.00999356 0.0070262 0.00888435 0.00650896 0.00626008 0.00700874
threshold=49.275256100300005 20.770927814650005 3.4240268213500005 48.852845034800005 -0.17732499999999998 282.79508160665006 -0.27223499999999995 10.350835137000002 5.0287037994000015 36.282341310300005 32.785955158400007 22.535351262400003 -0.10585499999999999 -1.0000000180025095e-35 20.410615048800004 14.875347560100002 14.616109407550001 24.918974924200004 192.09062119805003 288.82295348255008 166.83257850275001 198.65201223855004 15.229486597800001 12.644970430600003 9.6249774926000011 0.07968500000000002 139.80186571705002 11.950964240300001 95.99139754765001 18.904039828500004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -5 7 -1 9 -9 11 -8 18 14 15 16 -14 -18 20 21 -12 -20 -22 24 28 26 -25 -27 29 -15
right_child=1 -3 4 5 -6 -7 10 8 -10 -11 12 -13 13 23 -16 -17 17 -19 19 -21 22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.08481791963635528 0.039211900167845315 0.041536948755336034 -0.00013769140618304958 0.078552215493113239 -0.10009832549339154 0.0077313964239085738 0.023768025615158072 -0.06451239870174999 -0.10017236920942395 0.10011143222321346 -0.047379613541340064 -0.10031721479645289 -0.10047242012883302 -0.10007499933079206 -0.079997411370928695 0.075971198875286305 0.053821583686198049 -0.054378853534419763 -0.018205643133363821 -0.054634908734706195 -0.017005322566957685 0.056253709930567525 0.05625466094214232 0.069325225763213524 -0.10009347201927173 0.039133357316588506 0.0012703444008740636 -0.0010811666917628301 0.10004262979592798 0.092774082778226963
leaf_weight=0.0041223810794722695 0.0062147699136404491 0.008208692865082412 0.0057837982269006707 0.013887857363442779 0.015155460635915219 0.016804699166613091 0.0048945913283838802 0.0084706685026745276 0.014760084675593532 0.0064160351175814876 0.010759451320538127 0.0097545789906661184 0.019864438836577514 0.0057461924709739653 0.024549175322825079 0.017466107063228264 0.014039761704111697 0.015624648038752298 0.030117863692339597 0.026357076714248251 0.014435605589255829 0.027196149894962218 0.070866250854692225 0.034038964700357499 0.015345790697306683 0.041491628903429389 0.043951117952929053 1.3429440449156684 0.00548548044753261 0.0028042181265846011
leaf_count=12 10 18 27 11 164 34 38 57 88 2 79 101 22 164 92 10 12 42 17 43 47 33 115 30 191 71 75 1284 6 5
internal_value=-0.00014716 -0.0263887 -0.0469227 0.000356572 -0.0724874 0.0397766 -0.000311328 -0.0305914 -0.046639 0.00643899 0.000263861 -0.0588578 0.000755093 -0.000910446 -0.0297866 -0.0113877 -0.0421943 -0.00316906 0.0154277 -0.00547916 0.0336379 0.0171262 0.0438569 0.000861525 -0.0443175 0.00176922 0.0309731 0.000124065 0.0166637 -0.0368276
internal_weight=1.87756 0.0353627 0.027154 1.84219 0.0209393 0.0306926 1.8115 0.0337692 0.0296468 0.0148867 1.77773 0.0146492 1.76308 1.58335 0.0915441 0.066995 0.0495288 0.0296644 0.179732 0.0836711 0.0960613 0.057314 0.0853019 1.49181 0.0293817 1.46243 0.0779901 1.38444 0.0140359 0.00855041
internal_count=2900 219 201 2681 191 45 2636 159 147 59 2477 139 2338 2004 178 86 76 54 334 93 241 50 162 1826 366 1460 105 1355 175 169
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=9 22 23 7 16 8 23 2 22 20 22 6 13 18 8 13 0 9 6 8 19 17 20 17 23 20 15 7 18 2
split_gain=0.00260135 0.00548603 0.00964408 0.0060258 0.0059891 0.00374489 0.0114485 0.00745703 0.00448429 0.0104564 0.0150781 0.0187181 0.0119119 0.0118349 0.0150243 0.010882 0.0149026 0.0114169 0.0166525 0.0109577 0.0203023 0.0104693 0.0103657 0.0094426 0.00938695 0.00927467 0.00957874 0.00955612 0.0184106 0.0151874
threshold=215.80505313260002 -0.0086649999999999991 0.091545000000000029 26.752366550650006 17.654958715000003 8.8430989333000021 0.10332500000000001 72.843776848050013 -0.062629999999999991 41.028010303750008 -0.060760000000000002 16.445384243750002 117.69263157665002 13.849588037450003 8.3434888241000014 113.96105169155001 92.313586825200005 196.26893085885004 14.855347092800002 7.943800736700001 13.151061067750001 192.00356210945003 42.737166331000005 178.50558947615002 0.093295000000000031 40.21994457600001 42.133814420300006 24.142338514450003 14.405580508350001 116.16618105335002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 8 7 -7 25 15 -11 13 -13 22 -15 16 -10 23 19 -19 -21 24 -12 -18 -17 26 27 28 -1 -29
right_child=1 2 -4 4 -6 6 -8 -9 9 10 11 12 -14 14 -16 21 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.01314183643460348 0.037619675148294729 -0.077447150675002671 0.037474918775349766 -0.069165702361567286 0.040164379330540088 0.037280729753838254 -0.092490287718821909 -0.045988003319942752 -0.048393899656562399 0.094061281113083914 0.082551717954696624 -0.079242154109974552 0.033261086345807427 0.0057135213770730968 -0.081838549488868775 -0.015727305033500286 0.04720642537450636 0.058701158076093565 0.0798131495091121 0.036401170808509097 -0.067484206788690576 0.076784401862349139 -0.010033994515159234 -0.045934175513467727 0.056444943983546186 0.0013278726088414173 -0.077636349250886916 -0.10020468188932646 0.084653289472688562 -0.01141163628383584
leaf_weight=0.13746583194452766 0.07798860638251881 0.015794097527557116 0.013581380049622283 0.011925133799286058 0.0086412619830298354 0.025495655073484502 0.017996048945740029 0.01860138548516943 0.043229340657774507 0.013144454977009445 0.028512586895772074 0.055797835269590479 0.011320750533741375 0.078955383703233295 0.026072652788570849 0.039491853187314518 0.014630798430612657 0.030738554978565702 0.047053064765350427 0.040282914605668907 0.035294584027724341 0.049659508651529904 0.020997616089346138 0.042510339650812856 0.033147195586934686 0.78320640643261452 0.026138319205756488 0.028688069419175122 0.022384752479137404 0.058633681286404782
leaf_count=175 120 43 30 86 18 22 30 39 46 6 23 143 9 240 19 24 41 50 22 37 31 43 33 113 17 1074 39 81 29 217
internal_value=-0.000143784 0.0136161 -0.0243144 0.0249218 -0.0232291 -0.00116163 -0.025275 0.00215561 -0.000263637 0.00655672 -0.0100007 -0.0161717 -0.0602665 0.00297945 -0.0160208 0.0168953 0.00508519 0.0160674 0.0302822 0.00836099 -0.0121132 0.0413984 0.0432855 -0.0220858 0.0172069 -0.00420692 -0.0200676 -0.0139797 0.00055295 -0.0405831
internal_weight=1.85738 0.12793 0.0293755 0.098555 0.0205664 1.72945 0.0620931 0.044097 1.66736 0.610839 0.234801 0.221657 0.0671186 0.154538 0.105028 0.376038 0.25374 0.21051 0.153369 0.106316 0.0755775 0.122299 0.0495102 0.0571411 0.072639 1.05652 0.273311 0.247172 0.159851 0.0873218
internal_count=2900 297 73 224 104 2603 91 61 2512 897 473 467 152 315 259 424 340 294 140 118 68 84 56 154 41 1615 541 502 204 298
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=14 12 14 22 13 6 18 17 7 6 3 7 7 7 7 16 16 8 16 5 15 6 0 20 9 7 8 23 10 22
split_gain=0.0023736 0.00797563 0.00737695 0.00631849 0.0123267 0.0106168 0.0172035 0.00889773 0.00933413 0.00832384 0.00793347 0.00720425 0.00806986 0.00806576 0.00972972 0.014581 0.0120051 0.0112573 0.0100722 0.0163889 0.0170453 0.00974386 0.0109549 0.0163493 0.00863906 0.00967623 0.0106207 0.00641989 0.00598039 0.00523706
threshold=202.65261526855002 135.79800864615001 204.50376127325003 -0.10518999999999999 104.02719889955002 16.325381439950004 13.228319457400001 181.85746889350003 20.940097048150005 14.615341485100002 103.44111502715002 22.087764922150004 21.625971243150001 22.296968840150004 22.398098708400003 22.654947022900004 22.614947116400003 8.6432548896500023 22.564947233300003 20.206488238950005 31.506101402100004 14.835346625500001 96.588235252600015 36.921550069850007 199.21354841250005 24.101221167900004 8.1436447804000007 0.099780000000000021 55.788194664950005 -0.073724999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 8 10 -6 -7 12 27 -13 -15 16 17 18 19 20 21 22 23 -16 -24 -26 -27 28 -5 -4
right_child=2 -3 29 11 5 6 -8 -9 -10 -11 -12 13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.081647094593901695 -0.062564732818983643 0.059605819040876765 -0.007174024778675449 0.094822432741284254 0.0031162327919661021 0.089637982521663676 -0.073096012257895734 0.058932255494968638 -0.10028502390139327 0.078473978613876866 -0.066432595136136127 0.048853332372485819 -0.091180230946222712 -0.063130868588705591 0.018666605805796491 0.064857127803731957 -0.065314241422893216 0.047295855921957043 -0.069395193311319422 0.073923248507826389 -0.079249943865990408 0.038900357199204157 -0.030723187138413433 -0.10031555007695675 0.10014887081711368 0.060328404999129594 -0.064689666265997883 0.096871853517672302 -0.10013173322712494 0.0064947027768007919
leaf_weight=0.011272032538016674 0.020282467984458097 0.025483781531875138 0.70453707415035294 0.0021761106717194112 0.021034764944488415 0.0086996524269125075 0.022042647924990888 0.038844365961267613 0.0088242217207152862 0.048349232944175924 0.0052061200976822883 0.031089094454870292 0.018901901513800112 0.026031887057342828 0.019660386420582654 0.031770263944054022 0.030996826477348804 0.043156123650987865 0.024145321687683463 0.025590291654225439 0.030995932479527255 0.049206078707356937 0.030288430145546386 0.027990982833472344 0.016170747810974717 0.014706387574236146 0.0126321671077676 0.0052263113795874014 0.0056820100321317568 0.46551328095387712
leaf_count=49 36 20 1384 27 32 17 19 23 9 39 44 20 11 18 14 15 18 30 12 10 21 32 37 36 4 32 19 11 41 820
internal_value=-0.0001369 0.00479415 -0.0027723 0.00250689 0.019275 0.0267102 0.00271455 0.0298535 -0.0198405 0.0556282 0.0312074 -0.00366345 -0.0493899 -0.000134219 -0.00410712 0.000193068 -0.00611767 0.000112008 -0.00798815 -0.0014634 -0.0110303 0.00136042 -0.0138492 -0.0512249 0.0102844 0.0388313 0.00256203 0.0109808 -0.046144 -0.00173582
internal_weight=1.82651 0.636174 1.19033 0.61069 0.164273 0.153001 0.083617 0.0615744 0.02273 0.069384 0.0139058 0.446417 0.0319863 0.414431 0.383342 0.35731 0.32554 0.294543 0.251387 0.227241 0.201651 0.170655 0.121449 0.0476514 0.0737977 0.0435093 0.0273386 0.0130844 0.00785812 1.17005
internal_count=2900 660 2240 640 232 183 112 93 70 71 61 408 90 318 298 280 265 247 217 205 195 174 142 50 92 55 51 79 68 2204
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=12 9 7 16 14 14 4 15 7 7 7 14 6 23 16 7 5 15 6 5 22 22 0 0 7 0 21 16 15 5
split_gain=0.00249591 0.00743603 0.0130384 0.00704261 0.00626255 0.00668962 0.00833574 0.00466198 0.00385063 0.0120085 0.00887852 0.00662348 0.00607767 0.0102099 0.0105291 0.00827556 0.0195936 0.00842307 0.0100535 0.0156958 0.0184294 0.0113176 0.0105294 0.0218557 0.00806965 0.0120524 0.00704832 0.013826 0.0144486 0.0109476
threshold=88.918697887850016 201.2906445504 23.496712412700003 21.234950343450006 158.52715325430003 161.53444867420004 163.60960442095003 26.870208776000002 23.789355599150003 23.856905110850004 23.738191650050002 168.39662374755002 16.495385412050002 0.43644500000000008 22.654947022900004 24.176224535650004 20.766972852450003 44.617051254100005 15.925372093750001 18.725555412050003 -0.040019999999999993 0.072320000000000023 93.262612545250008 93.972365491700018 25.396105459650006 94.230457472250009 6.9100674136500011 15.689963310050002 23.969938375100003 10.293758831600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 10 -10 11 -8 13 14 15 16 -11 18 19 22 24 -22 -17 -24 -21 -26 29 28 -28 -25
right_child=4 7 -4 -5 5 6 8 -9 9 12 -12 -13 -14 -15 -16 17 -18 -19 -20 20 21 -23 23 26 25 -27 27 -29 -30 -31
leaf_value=0.019646826411597484 0.042384828187261442 0.062062739453880945 -0.10030154665481511 -0.047111051927170244 -0.038734336031051225 0.062998938920893074 0.045681143464279317 -0.013935206029239817 0.07144102521608478 0.071567161457632533 -0.060109285051576491 -0.0043012411406347329 -0.050567065719145446 -0.10044565529896171 0.060321780834719702 -0.10017371972528633 -0.010023734009085383 -0.07360877269660647 0.03696084858935364 -0.10034695499565416 0.058682787511028511 -0.044762794828383419 0.094899356003144308 -0.10006342145502341 0.10009809174581635 -0.10009041943821276 -0.021016999045318199 -0.07514904381344388 0.075753121648498914 0.015896564672923635
leaf_weight=0.038110536389595384 0.035541599805043123 0.017266691546765855 0.020026359954599116 0.026996927732398035 0.043504115847554092 0.021401661480922374 0.02744984174015741 0.015157461061761524 0.02653435502679713 0.053896267867720837 0.027767084881816118 0.77648066216832756 0.020619594974505162 0.0091466587188624437 0.033817254394307383 0.009384300748934038 0.064844479584280634 0.01600548453779993 0.064635331476893043 0.042060802074502135 0.021767931155523002 0.020570943528582575 0.026273268385807569 0.0084869743432480771 0.0055860320571810007 0.0065150086759331316 0.066224280092040289 0.032317438348968608 0.020115901932285851 0.19997525084815493
leaf_count=43 21 22 33 24 32 17 19 22 19 59 22 1120 33 17 32 15 33 21 40 56 26 19 22 306 2 43 291 98 29 364
internal_value=-0.000130795 -0.0142175 -0.0297388 -0.00803445 0.000854381 -4.27109e-05 0.00100808 0.0265356 0.000168649 0.00537075 -0.0045148 -0.00259462 0.0029434 0.00451599 0.00590239 0.00310836 0.0270103 -0.00214823 3.48843e-05 -0.0051618 -0.0410051 0.00842228 0.00437271 0.00714893 -0.079643 -0.00768023 0.000101082 -0.019355 0.00152891 0.0111756
internal_weight=1.79848 0.117558 0.0851338 0.0651075 1.68092 1.64538 1.60188 0.0324242 1.58048 0.748778 0.831698 0.803931 0.722243 0.701624 0.692477 0.65866 0.118741 0.539919 0.523913 0.459278 0.0965007 0.0423389 0.362777 0.353393 0.0541618 0.012101 0.32712 0.118658 0.0863402 0.208462
internal_count=2900 144 100 67 2756 2735 2703 44 2686 1525 1161 1139 1506 1473 1456 1424 92 1332 1311 1271 146 45 1125 1110 101 45 1088 418 320 670
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=22 21 23 23 20 23 17 22 9 9 9 23 10 21 20 22 6 22 2 17 22 15 5 22 2 23 7 18 7 22
split_gain=0.00234061 0.00686489 0.017237 0.00712719 0.00683449 0.0120178 0.0110342 0.00989349 0.00915609 0.0113769 0.00836249 0.00806618 0.00840777 0.00887937 0.00752231 0.00694653 0.0156761 0.00656116 0.00600953 0.0087033 0.00587768 0.0160332 0.0184922 0.0148051 0.0139621 0.0133877 0.0138817 0.0152347 0.0127054 0.00957151
threshold=-0.11600999999999999 8.5501791199000028 0.09310000000000003 0.085880000000000026 40.21994457600001 0.079785000000000009 182.52313421500003 -0.13820499999999999 201.63419974125003 197.58039077460003 66.290220196950017 0.11747500000000002 77.52437864960001 4.890666844100001 39.788107623550012 -0.50001499999999999 13.825323026450002 -0.15352999999999997 59.615984903700003 182.72552322705002 -0.088099999999999998 34.098324821200009 21.788492303450003 -0.085734999999999992 132.99388411665004 0.092835000000000015 23.764169255700004 14.682853263650001 23.789355599150003 -0.079824999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 17 7 6 10 8 9 11 -6 12 13 -1 -10 16 -7 -3 19 -2 21 25 -23 -22 -24 26 -20 -28 -26 -25
right_child=18 2 -4 -5 5 15 -8 -9 14 -11 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 23 22 24 29 28 -27 27 -29 -30 -31
leaf_value=-0.10012845173935109 -0.00033538369729047582 0.0064129948755088694 -0.073135012829950871 0.058756455084441654 0.042931239949137265 0.064790100351973065 -0.085360411465760649 0.048920458209482716 -0.011752420078906298 -0.10043220307183515 -0.080466452652526124 0.086309536009787066 0.06956330218650067 0.065320972423574528 0.080781346794948777 0.054389317552160504 -0.056164913716036657 -0.071112575168449724 0.09619144447891137 -0.083557779762854723 0.049531177432819692 -0.076016780130915951 0.030814251248365621 -0.022088165640136936 -0.092247903789132057 -0.059437356635289908 -0.057676622735213262 0.037725963233035148 0.023731017182435379 0.004307359676881041
leaf_weight=0.015609947276416847 0.029485340969557572 0.071537074395820355 0.035054194653984183 0.021768751220136551 0.025384444810640616 0.022223401923703534 0.015956700934509627 0.027392105168155934 0.028954859812589717 0.022563002577953739 0.0070080725189427531 0.0070841230949554293 0.0059875228140178196 0.0040946638662830983 0.012611694296570164 0.10255138775425365 0.020691060575245501 0.012882591925290399 0.023180306183756327 0.021899339785250049 0.06317389988490496 0.064703013389589614 0.047978167844121344 0.16807188240501225 0.025319353719986282 0.021034583205759461 0.024287965336043271 0.053849497389077072 0.015066126114106737 0.75227148488368778
leaf_count=127 20 247 65 24 55 48 86 36 69 23 43 8 78 11 14 101 23 55 25 36 66 51 23 165 46 65 25 74 25 1166
internal_value=-0.000129209 0.0060131 -0.0123333 0.0077382 0.0141589 0.0258971 -0.017295 -0.00414416 -0.0191438 -0.0457839 0.0162343 -0.00816424 -0.0342136 -0.0657477 0.0163232 0.0402531 0.00647206 -0.00541755 -0.0022825 -0.0358035 -0.000914312 -0.0138264 -0.0353978 0.00270151 -0.00565517 0.0131602 0.0282322 0.00807137 -0.048981 -0.000512956
internal_weight=1.76968 0.459356 0.141243 0.106188 0.318113 0.193815 0.0483492 0.124298 0.0969058 0.0553393 0.0323925 0.0327763 0.0256921 0.0197046 0.0415666 0.145466 0.0429145 0.0844197 1.31032 0.0513847 1.25894 0.275419 0.153067 0.983517 0.0883636 0.122352 0.101318 0.0781375 0.0403855 0.920343
internal_count=2900 1113 391 326 722 356 184 366 330 247 98 224 216 138 83 172 71 302 1787 56 1731 334 145 1397 94 189 124 99 71 1331
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=20 20 10 15 22 13 10 22 7 22 20 22 16 3 22 4 18 14 5 22 22 0 23 21 7 7 20 22 16 21
split_gain=0.00247631 0.00953594 0.014214 0.00831102 0.0100594 0.00805419 0.0140222 0.0157247 0.0283195 0.024453 0.0144337 0.0142247 0.0113302 0.0111556 0.0106634 0.0118466 0.0157057 0.0151682 0.00864805 0.0125224 0.0112719 0.0073322 0.0118897 0.0114345 0.0131139 0.0151379 0.0144615 0.0119217 0.0101023 0.00807944
threshold=42.178283198950005 42.428475018400007 70.96454081135002 46.574831689400007 -0.10965999999999999 115.02030419500001 62.837331883000012 -0.074434999999999987 22.940014114900002 -0.14380499999999999 41.811877919650009 -0.053019999999999991 21.014950857900004 93.458869988800004 -0.036264999999999999 201.71351478465002 13.316069313700003 270.92446810355005 20.410615048800004 -0.085734999999999992 -0.095019999999999993 86.20003303655001 0.11467000000000002 0.39820604590000008 22.597569836950004 22.509653697550004 44.086690780350004 -0.12350999999999999 22.674946976100003 1.8061804516000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 8 10 -10 18 13 -1 -9 -13 -16 -17 -18 -7 20 -20 23 28 -3 25 26 27 -25 29 -23
right_child=1 21 -4 4 -6 6 -8 11 9 -11 -12 14 -14 -15 15 16 17 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00088425009916180816 -0.078460696258482107 0.099950922735603909 0.04604704540942816 0.03432112272087285 -0.10013216404948144 0.067441107950267906 0.068245041531074871 0.1000981045006711 0.014921193135073944 -0.082185185198604932 0.098361626143176908 -0.047219654718884757 -0.070885571502397327 0.023194851813773659 -0.049691074653968603 0.085921833193063318 -0.065684280815414692 0.041151587998527764 -0.014235262378849756 -0.08207714549736754 0.089175474671482236 -0.048460582461186397 0.073323652492365318 0.039022968749028032 -0.062582847257749069 0.07724704990300775 0.011673378551312475 -0.10030885106520047 0.1000861958612258 0.0035894284471151882
leaf_weight=0.59923244943322218 0.036905334028979664 0.0077840527815169471 0.012200087439026674 0.0084166340911906445 0.016421214052797839 0.018833852023817599 0.04283139168364869 0.038500049966387451 0.041257876729105192 0.069810012149901013 0.021820637451583025 0.027480284228204255 0.024049882502367836 0.036981469162128633 0.019198225855348028 0.0384429549867491 0.020497473877185257 0.037789320297179074 0.036074878289781509 0.017493787920102477 0.014891760161845013 0.032908363053193668 0.024654967248409321 0.0078522851939766269 0.057800004150394102 0.019073954373141078 0.054623736436212766 0.028177573069083195 0.010112817399203777 0.31800169631436415
leaf_count=1207 55 7 33 21 38 11 40 18 22 47 10 20 17 23 27 30 13 32 72 12 8 50 25 38 103 12 105 78 5 721
internal_value=-0.000136409 -0.00527043 -0.0475271 0.00263543 -0.0545709 0.00392108 0.0136296 0.00830193 -0.0105668 -0.0461135 0.0256161 0.0272822 -0.00358531 0.0624201 0.00878769 0.022064 0.0363055 0.00358106 0.0074321 -0.00907671 0.01598 -0.00157155 0.00613629 -0.0185285 -0.0240335 -0.00372733 -0.0207647 -0.0699431 0.00154793 -0.00129182
internal_weight=1.74012 0.610095 0.0491054 1.13002 0.0248378 1.10519 0.481904 0.439073 0.220183 0.111068 0.109115 0.21889 0.623282 0.0754815 0.143408 0.115928 0.0967297 0.0582868 0.0872943 0.0684604 0.0509666 0.560989 0.385678 0.175312 0.167528 0.109728 0.0906536 0.0360299 0.361023 0.35091
internal_count=2900 1232 88 1668 59 1609 385 345 182 69 113 163 1224 41 122 102 75 45 103 92 80 1144 801 343 336 233 221 116 776 771
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=9 18 22 5 5 18 0 22 22 10 9 4 14 9 5 6 17 23 17 6 18 18 7 12 4 20 5 18 23 23
split_gain=0.00233543 0.00396925 0.00237413 0.00674923 0.0154273 0.0102239 0.0214842 0.00906629 0.0152933 0.0118309 0.00886762 0.00745493 0.00716185 0.00833545 0.00748256 0.00666852 0.0066412 0.00900982 0.00593937 0.00593687 0.0120597 0.00789377 0.00566423 0.00489361 0.00680073 0.00715512 0.00957422 0.0183186 0.0178165 0.0178275
threshold=26.901933640100001 16.118666550000004 -0.11600999999999999 21.495293572000005 21.197160116700001 14.117867417450002 86.20003303655001 -0.24103499999999997 -0.58350999999999986 62.305017173150013 211.72643673420001 375.86663358980007 227.57315983240002 202.80137809380003 13.175707186950001 16.485385178400005 192.00356210945003 -0.11050499999999999 174.35320691475002 14.615341485100002 15.481271036150002 13.765997214800002 25.697366542400001 88.918697887850016 155.77228353875003 39.211875820650008 21.495293572000005 14.752187928300001 0.079785000000000009 0.10721500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 12 -10 -11 16 -2 14 -14 -8 17 -5 -9 20 21 -20 -15 -4 -25 -26 27 28 -27 -30
right_child=2 -3 23 5 -6 -7 15 18 9 10 -12 -13 13 22 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.02280820377779981 0.07851461660811887 -0.10006793029825756 -0.025804498994516312 0.04311521023491624 0.096850763003132528 0.0492281949575685 -0.10037919545204076 0.073399798622483664 0.099324601106286159 -0.085666355190772855 0.044798594061235555 -0.081654126192695395 0.04013829728118179 0.099337304358822556 -0.10022569022551636 -0.027213050271186947 0.0793636236181927 -0.035239132841042818 0.0096929180019815625 0.037328258972832783 0.034600356188308048 -0.10013486202078248 -0.0062880753828004343 0.064678995259507086 0.012333603474876685 0.025659176666198505 0.0050402429185115094 0.0077307310778575895 -0.05918328744187358 0.011292199981337641
leaf_weight=0.0046476786834261929 0.016456428812489321 0.0060522990665935472 0.080962200525163897 0.030641496462550322 0.021762683282645412 0.02472862821008448 0.031138066633843664 0.021647882788796369 0.0046225476040717686 0.03971222901915894 0.0059964403137122693 0.0078374909884217914 0.0057515647154779961 0.0094067584759613965 0.011180606391462788 0.020763298109159223 0.015396454871336118 0.028164456004045491 0.011032822747665705 0.066354301947285421 0.032927149765015429 0.016085663021272012 0.011030030746326247 0.015846578637024211 0.29008683770951049 0.043187755040150932 0.42214628475692706 0.19013374658033033 0.17369564683050953 0.045242604202940129
leaf_count=36 24 156 96 114 15 31 45 44 6 133 24 30 44 6 21 19 19 107 14 42 140 85 44 8 411 51 487 441 174 33
internal_value=-0.000123056 -0.046695 0.000171122 0.00656333 0.0160686 -0.00984889 -0.0207559 0.00909789 -0.0135067 -0.0531328 -0.0685509 0.0110992 0.023547 -0.000659414 -0.0525465 -0.0711089 0.0208961 0.00558827 0.025001 0.0167119 -0.00607045 -0.0554528 0.0423298 -0.00202146 -0.000390124 -0.00127559 -0.00579049 -0.0159001 -0.0330407 -0.0446198
internal_weight=1.70464 0.0107 1.69394 0.432637 0.273967 0.15867 0.133941 0.252204 0.104157 0.0503312 0.0457087 0.0820399 0.0538254 0.037369 0.0169322 0.0519014 0.0742024 0.058806 0.148048 0.1264 0.0600456 0.0271185 0.0204368 1.2613 1.18034 1.16449 0.874406 0.45226 0.262126 0.218938
internal_count=2900 192 2708 1007 642 365 334 627 302 163 157 270 139 115 65 64 240 221 325 281 239 99 50 1701 1605 1597 1186 699 258 207
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=3 2 20 7 7 21 21 16 22 7 3 6 20 3 23 18 7 18 20 18 7 16 23 18 18 16 9 10 9 0
split_gain=0.00243551 0.00458899 0.00361483 0.00302225 0.00377617 0.00687637 0.0086654 0.00604756 0.00921929 0.00527657 0.0114396 0.00922748 0.00899716 0.00671054 0.0131677 0.00609989 0.0186212 0.0127688 0.0108561 0.00596304 0.0127741 0.017323 0.0161203 0.0105795 0.0139988 0.0123732 0.0155368 0.013838 0.0118319 0.0106521
threshold=108.42013948475001 170.32456123625002 44.921040431000009 19.771475517600006 22.087764922150004 13.915737982950001 6.9984086918000008 22.744946812400002 -0.085249999999999992 22.597569836950004 93.915907870950022 16.555386813950005 40.79983011445001 93.770731131900007 0.090225000000000014 13.057710350500001 22.726915405250001 13.197799034350002 42.131954243650007 13.316069313700003 23.124786352450005 22.554947256700004 0.098525000000000015 13.482409244300003 13.5308213324 22.604947139800004 199.21354841250005 62.106071271500007 204.88165762580005 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=3 2 -2 -1 5 6 7 8 -5 10 12 -12 -6 14 -14 16 -11 18 -17 -19 21 22 -21 29 -25 27 -27 -26 -28 -22
right_child=1 -3 -4 4 9 -7 -8 -9 -10 15 11 -13 13 -15 -16 17 -18 19 -20 20 23 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=0.025230830906586482 -0.10001732943896469 -0.10018314785426879 0.067470136342709083 -0.0031346082397058165 0.071304905836748492 0.036915349012647598 -0.10012970392254397 0.028771414687453086 -0.090129209963322979 0.082709750869146156 -0.062429146504370883 0.020692086931592218 0.04244993358908257 0.046938597733565283 -0.068466799450163512 -0.017743268836090703 -0.043341570336190516 0.024755511895761861 -0.10034114600766575 0.025497408711155169 0.0032059496141516076 -0.092373584400213454 -0.068312769593893083 -0.081670758596633891 -0.060104011462604537 0.089588729540174494 -0.035991221057657424 -0.00095499475452049841 0.039256310160729647 0.079695275343520083
leaf_weight=0.046907297269004888 0.0018185788345305154 0.0067779252768502829 0.0044219094361324096 0.033968881251258409 0.042525138455719147 0.018460189456746434 0.014759805013966343 0.021292537021025737 0.018993107033253298 0.029851161061856035 0.026976734735704611 0.026450348827438575 0.021646368927719095 0.034358045706539997 0.021171833333028189 0.053140642958339757 0.019294758500990383 0.08884521146148916 0.022713938774678866 0.051270168278449435 0.040035036677181668 0.035037611620509779 0.028500283270204818 0.02124748638652818 0.041743231510167789 0.032405467602075078 0.035429793464572867 0.75375493763328583 0.050940809757321404 0.033392830519005656
leaf_count=116 85 46 6 118 41 37 91 31 58 24 33 30 42 17 17 40 29 62 31 63 37 33 17 15 46 28 30 1611 54 12
internal_value=-0.000129055 -0.0432139 0.0186616 0.000207796 -0.000517552 -0.0186289 -0.0301479 -0.0162373 -0.0343324 0.000770899 0.017198 -0.021278 0.0343713 0.0140203 -0.0123938 -0.00135529 0.0332218 -0.00267418 -0.0424764 -0.00018434 -0.00215611 -0.0337627 -0.00801897 0.0014404 -0.00142842 0.000436394 0.0305428 -0.0040588 0.00838927 0.037991
internal_weight=1.67813 0.0130184 0.00624049 1.66511 1.61821 0.107475 0.0890143 0.0742545 0.052962 1.51073 0.173128 0.0534271 0.119701 0.0771762 0.0428182 1.3376 0.0491459 1.28846 0.0758546 1.2126 1.12376 0.114808 0.0797705 1.00895 0.935522 0.914274 0.118776 0.795498 0.0863706 0.0734279
internal_count=2900 137 91 2763 2647 335 298 207 176 2312 180 63 117 76 59 2132 53 2079 71 2008 1946 113 80 1833 1784 1769 112 1657 84 49
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=19 18 21 5 5 5 22 21 0 10 8 16 2 22 23 21 21 10 3 12 15 5 22 22 23 15 10 17 23 15
split_gain=0.00230089 0.00550407 0.00985246 0.00304648 0.0078916 0.00761904 0.0126784 0.00693377 0.00630045 0.00607918 0.0160944 0.00605376 0.0060484 0.0057192 0.00554271 0.00708117 0.00511841 0.00812678 0.0050725 0.00560224 0.00480878 0.0064421 0.0123944 0.0110655 0.0109718 0.0106469 0.00980272 0.00536547 0.0068691 0.00534494
threshold=14.651182102100002 13.622618370000001 4.3122268386500009 23.721757872050002 22.963361893800002 25.556820288350004 -0.063985 7.5530726581500014 86.780739992750014 61.917879202350001 8.543332867800002 22.694946929300002 317.41815758785003 0.15675000000000003 0.083290000000000017 8.1807154878500032 15.440607301650003 61.971648364950006 108.42013948475001 113.21840097485001 42.133814420300006 21.850554661550003 -0.058529999999999992 -0.088099999999999998 0.088500000000000023 38.469938489650012 62.55235532115001 189.57010944335005 0.089185000000000028 37.434800281900003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 11 -8 12 10 -1 -5 13 16 -6 -16 17 18 19 -7 21 25 23 24 26 29 -23 -27 -29 -11
right_child=1 -3 -4 5 14 8 7 -9 -10 20 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.011900640368323129 0.05599192029022703 0.055634977262375034 -0.045883485196948216 -0.1001647282817785 -0.0033910139601733649 -0.027328729493960799 0.048117263609322017 -0.051092632140769756 0.083524741860355453 -0.0019478813544142215 -0.098633995444264932 -0.01685293389314944 -0.10012260692131328 -0.10012588910802234 0.074734924152412341 0.0063619282868086534 -0.065292236835315237 -0.077412254290098445 -0.028035976724081868 0.070296558608310175 -0.044058705663815208 -0.10034167548684902 -0.029555224280029702 0.052254825459318546 0.036029172038900679 -0.085979793056435813 0.0086759892988745139 0.022585963392447558 -0.061812215665067276 0.027331363913561519
leaf_weight=0.031538999177801119 0.015938174938128102 0.024547326123865787 0.023475421746070424 0.028343612492857773 0.035797675827779929 0.0071557276723979149 0.018819588728120951 0.011259297539936597 0.0093544198862218764 0.91866934642779641 0.022620739723606675 0.012598841442809317 0.0059648349662282376 0.0048279741787382582 0.036046922533159886 0.026125600384375502 0.0074337756256284129 0.007063517000005958 0.0096079697889202009 0.032922143754149147 0.024368135378267541 0.015475762513233349 0.045347961106017354 0.093043935267814959 0.038979332977874037 0.01992833825534035 0.017660606896427566 0.018206611706546028 0.020503589683357859 0.066887561930570882
leaf_count=30 18 19 24 103 45 13 35 26 13 1859 20 22 37 19 37 21 24 44 114 96 36 12 44 34 25 11 33 20 23 43
internal_value=-0.000131669 0.0184638 -0.00468684 -0.000881336 0.000562373 -0.0141817 -0.0383135 0.0109805 0.00614159 -0.00145055 -0.034266 -0.074528 -0.00351317 0.00483707 0.0279553 0.0460038 0.0127326 0.0229533 0.0372216 0.052866 -6.10397e-05 0.000793458 0.0167523 0.0294669 6.58995e-05 -0.0024238 -0.0422388 -0.0438209 -0.0221171 3.92361e-05
internal_weight=1.65051 0.0639609 0.0394136 1.58655 1.4312 0.155352 0.0710213 0.0300789 0.0843304 1.33323 0.0541597 0.0409425 0.0749759 0.0690111 0.0979702 0.0621725 0.0641831 0.0567494 0.0496858 0.0400779 1.27907 1.2547 0.210508 0.16516 0.0721157 1.0442 0.0331364 0.0586385 0.0387102 0.985557
internal_count=2900 61 42 2839 2293 546 186 61 360 2190 50 125 347 310 103 58 291 267 223 109 2140 2104 148 104 70 1956 45 54 43 1902
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=7 16 19 22 18 2 16 7 23 6 20 8 21 18 21 21 7 20 7 22 6 9 22 19 10 17 9 21 17 20
split_gain=0.00203624 0.00614057 0.00896666 0.00826258 0.00445862 0.00573157 0.00470505 0.00606107 0.00436877 0.003917 0.00352694 0.00797284 0.0105313 0.00779602 0.00968318 0.0103436 0.00935515 0.00754301 0.012809 0.0102731 0.0162056 0.0126283 0.010807 0.0134394 0.0140911 0.00942086 0.00789799 0.00879059 0.0137214 0.0087996
threshold=26.752366550650006 9.6249774926000011 13.451085274650001 0.06041500000000001 16.915500282450004 166.57119979220002 11.599972874200001 20.562096111400006 0.074640000000000026 13.200308423050002 43.411469133450005 4.9461400813500012 12.749485150050001 14.752187928300001 6.9984086918000008 6.0479909019000013 22.708075280250004 42.178283198950005 22.477322886550002 -0.067574999999999996 16.415383542800004 201.63419974125003 -0.079824999999999993 14.351157895250003 61.993156030000002 188.31851043910004 188.53841931785004 1.2219980417000003 185.01807150455002 40.421032462050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 -3 6 -6 7 -1 -2 -10 11 12 -8 14 15 16 -12 26 -19 22 21 -21 23 25 -25 -20 27 -13 -29 -30
right_child=1 2 -4 -5 5 -7 10 -9 9 -11 13 17 -14 -15 -16 -17 -18 18 19 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.027908261698171469 0.073515980781947335 -0.079120898678219947 0.043923774253810673 0.02056932547379578 -0.04363570273813009 0.059686482045518852 -0.094925141916428771 -0.10009702120577846 -0.10004112452952757 0.10004790872794796 0.029557222329155503 0.078319320955868785 0.068141831111136059 0.050056935691954012 -0.019799117736873633 0.0749810522685561 -0.055837613524986812 -0.085260178745869955 -0.047477072055008958 0.058297390370901037 -0.10028070129311527 -0.049961690716018463 0.070558726843818712 0.035480939204039628 -0.071652985291159085 0.034413385624777686 9.212257177524852e-06 -0.048854577110350537 -0.0085009608510073012 0.06010926138171574
leaf_weight=0.0057805526025268552 0.010902289226089157 0.032270673534388727 0.012090203628304153 0.011199335268849087 0.0068288366073455667 0.02511320831963193 0.018254633554395272 0.010272873334466581 0.0033476779005099369 0.0013823927147313952 0.040332718353255248 0.02604955456627045 0.0050578689745179864 0.04339429701934705 0.092325378144323622 0.029386438479150456 0.018812706989706385 0.023884473214074831 0.017273119633728129 0.019156118807586608 0.027744908232619991 0.024627651472655998 0.021692629173458045 0.017097689263430027 0.043542457130058665 0.075247222140205849 0.86036400119505174 0.026489175946153409 0.030009687325218692 0.049572086753869371
leaf_count=24 67 233 38 46 37 74 265 131 176 1 71 28 17 117 227 40 25 43 31 15 47 36 17 17 53 65 882 22 22 33
internal_value=-0.000134312 -0.0166728 -0.032251 -0.0534373 0.000621263 0.0375974 -0.00015253 -0.0540046 0.0386949 -0.0415639 0.000419873 -0.00159804 -0.0595462 0.0119924 0.00285934 0.0264887 0.00239522 -0.000528216 -0.015339 -0.00856083 -0.0404868 -0.00259656 0.0044994 -0.0048568 -0.0414462 0.0191248 0.00350496 0.0262692 0.0134864 0.0342369
internal_weight=1.6295 0.0711926 0.0555602 0.04347 1.55831 0.031942 1.52637 0.0160534 0.0156324 0.00473007 1.51031 1.28606 0.0233125 0.224252 0.180857 0.0885319 0.0591454 1.26275 0.270266 0.246382 0.0715287 0.0437838 0.174853 0.15316 0.0606401 0.0925203 0.992485 0.132121 0.106071 0.0795818
internal_count=2900 561 317 279 2339 111 2228 155 244 177 2073 1593 282 480 363 136 96 1311 324 281 98 51 183 166 70 96 987 105 77 55
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=13 13 17 18 0 9 18 17 22 13 23 19 16 3 8 10 13 5 13 17 6 22 16 17 3 3 16 13 3 20
split_gain=0.00216931 0.00607498 0.00517177 0.00489893 0.00495583 0.00754061 0.00720727 0.00755396 0.00442869 0.00431589 0.00613169 0.0041774 0.00931585 0.00417227 0.00520895 0.0038513 0.00905883 0.0116654 0.00413017 0.00379776 0.00689394 0.00365045 0.00338878 0.0188664 0.0169894 0.0111978 0.0122547 0.0124054 0.0219504 0.0181269
threshold=95.870416931800023 92.692659421600013 172.46189488870002 17.140917755100002 98.615332683000005 187.70546222865002 15.606027545000002 199.55131508320002 -0.042409999999999996 92.138837046750012 0.07968500000000002 12.150980378200002 16.514961380800003 74.948835760650013 0.84933718570000016 75.465019721650009 104.02719889955002 16.316541761950003 103.32013441125001 199.55131508320002 13.955326063950002 -0.087910000000000002 18.594956516900002 197.84582410835003 83.511574906150017 85.54673771085001 19.214955067100004 112.82921081865001 89.227236891450005 38.175120519550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 15 21 -7 8 -8 10 13 -5 -13 14 -1 22 17 18 19 20 -17 -6 23 -2 -24 -26 -27 29 -29 -28
right_child=3 2 -4 11 5 6 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 24 -25 25 26 27 28 -30 -31
leaf_value=-0.10006683079464865 -0.00092088794668472194 0.055060566612156414 -0.10008561039075636 0.068026737881185032 0.063489251271920386 -0.100105730872295 -0.031770797663822847 -0.084404252741930558 0.043784430326971449 0.051664633541445473 -0.10004770584522737 -0.072995508017641708 0.060947826512998252 -0.067636064015155886 0.026637394214594282 -0.10011352773795415 0.088654625996321068 -0.05874568440489121 -0.023756264985598383 0.093360712546319904 0.10004863706099741 -0.018424484228761369 0.077274377639985736 -0.10010852251075236 -0.043459615658121481 0.04278704119295957 0.001419589851969821 0.056761737318739451 -0.0014253451965557473 -0.088402001911091085
leaf_weight=0.0036169187921540882 0.16357743321169937 0.0025948227106198382 0.012494590692043062 0.01967374127707433 0.011924981985202976 0.015910426941601941 0.015760806705202413 0.013406235398178978 0.015278403411002728 0.011835161541000616 0.0073207708288212095 0.0090233389603326941 0.012230912651602921 0.0077100567607430994 0.031524758490949267 0.0033282909220985193 0.01661410451924894 0.018639435958917261 0.0070073521355880066 0.014678948060577568 0.0035624427255243063 0.010004846915478427 0.029239153402158879 0.021723474121301933 0.05616351759272209 0.070036542548926439 0.05500721963653632 0.070277266086122836 0.83672950051444062 0.037981700876798641
leaf_count=67 474 23 121 23 30 79 34 76 25 37 280 25 22 45 200 63 11 29 7 18 3 25 22 81 90 73 34 51 779 53
internal_value=-0.000136189 -0.0165025 -0.0734062 0.000689714 -0.000249785 -0.0241023 -0.0423496 -0.0216742 0.00541969 -0.00265517 -0.0154686 0.0348203 0.00408315 -0.00101919 0.0135965 0.0011476 0.0251464 0.00279972 0.0429428 0.0646114 0.00336838 0.0261185 5.04811e-06 -0.012549 0.00201838 6.45289e-05 0.00234901 -0.000483141 0.00308314 -0.0352684
internal_weight=1.60488 0.0770971 0.0150894 1.52778 1.48685 0.0822857 0.0603559 0.0444454 0.0310392 0.0620077 0.0501725 0.040928 0.0212543 0.0428517 0.0351417 1.40457 0.0638306 0.0472165 0.028577 0.0215697 0.00689073 0.0219298 1.34074 0.185301 1.15543 1.1262 1.07003 0.999996 0.907007 0.0929889
internal_count=2900 773 144 2127 2057 269 214 135 59 629 592 70 47 312 267 1788 131 120 91 84 66 55 1657 555 1102 1080 990 917 830 87
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=19 6 18 5 5 5 22 21 16 22 23 21 0 2 10 21 10 3 12 16 22 15 15 16 10 10 22 10 5 5
split_gain=0.00198187 0.0046191 0.0067848 0.0025948 0.00675818 0.00653672 0.0114746 0.00578341 0.00570318 0.00548483 0.00521604 0.00647309 0.00502172 0.00622324 0.0048453 0.00416722 0.00699147 0.00432904 0.00465619 0.00379865 0.00378751 0.00376697 0.00515922 0.00459088 0.00456731 0.00554184 0.00545976 0.0130969 0.0105383 0.0222608
threshold=14.651182102100002 16.465384711100004 13.434779691800001 23.721757872050002 22.963361893800002 25.556820288350004 -0.063985 7.5530726581500014 22.694946929300002 0.15675000000000003 0.083290000000000017 8.1807154878500032 86.780739992750014 317.41815758785003 61.86411003975001 15.440607301650003 61.971648364950006 108.42013948475001 113.21840097485001 22.624947093000003 0.11529000000000002 42.133814420300006 41.403124198950003 22.674946976100003 61.966271448700006 61.987779113750001 -0.10098 62.079186690200011 21.850554661550003 20.884258922850005
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 8 -8 -5 12 19 -12 13 15 -1 16 17 18 -7 -6 -19 22 23 24 -16 -26 27 -27 29 -28
right_child=1 2 -4 5 10 9 7 -9 -10 -11 11 -13 -14 -15 21 -17 -18 20 -20 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.042609142143222666 0.05776273497558973 0.043340642602692228 -0.037737665711151835 -0.10014831706993288 -0.034883650013770827 -0.023310285188822527 0.045432988940214102 -0.046782544654239755 -0.017155086929501916 -0.10010520430083547 0.073107035109681001 0.0060681905090968187 0.088060740104380711 -0.10010931150188614 0.031276487247032414 -0.059882104309071794 -0.075193767258109515 -0.057017627648874761 0.06710217336281811 0.030985747731805902 0.1000667879641442 -0.040236053180751082 0.032968098911640327 -0.032467862374464376 -0.056518264228232529 0.10010756319316882 -0.0010439340875399712 0.0060355166523274762 0.025298805278349424 -0.050009626443573485
leaf_weight=0.027913919232209872 0.019446946665084508 0.018765370377053614 0.02293636752438033 0.025336339095986204 0.018738153866934115 0.0069797234018551526 0.018056945301935801 0.010910391470986269 0.012299584687866627 0.0045917482812853896 0.033823629164089652 0.025085293962320065 0.0078667017805855721 0.0053257054722166677 0.045467766321962366 0.0070163198312229716 0.0065026363236597709 0.0075500714429495019 0.030971361376032291 0.016433307642728323 0.0019266024464741349 0.023394277925717799 0.046436248616146147 0.044646081274549831 0.017732697364408412 0.015507151489145166 0.52382938515263588 0.32430149899494132 0.099325938614015286 0.11284546635391735
leaf_count=37 14 26 21 103 31 13 35 26 22 22 37 21 10 37 27 24 44 113 96 14 1 36 24 28 10 6 1004 864 65 89
internal_value=-0.000136121 0.0175155 -0.00125323 -0.000845852 0.00049682 -0.0135533 -0.0366112 0.0107005 -0.0730258 0.00595288 0.0263659 0.0445598 0.0125215 0.00355481 -0.00140248 0.0126133 0.0220449 0.0353769 0.0504741 -0.00410722 -0.0250825 -0.000484852 0.000271148 -0.00101159 0.000221408 -0.00106981 -0.00015585 0.0103285 -0.00499643 -0.00972271
internal_weight=1.58196 0.0611487 0.0417017 1.52081 1.37548 0.145334 0.0666033 0.0289673 0.0376359 0.0787309 0.0940804 0.0589089 0.0741391 0.0662724 1.2814 0.0609467 0.0539304 0.0474278 0.0379511 0.0351715 0.00947667 1.25349 1.23009 1.18366 1.13901 1.09354 1.07581 0.339809 0.736001 0.636675
internal_count=2900 61 47 2839 2293 546 186 61 125 360 103 58 338 328 2190 291 267 223 109 45 114 2153 2117 2093 2065 2038 2028 870 1158 1093
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=5 21 17 10 23 21 22 23 23 6 23 22 23 20 16 22 18 5 17 7 23 19 22 20 9 0 17 20 18 18
split_gain=0.0019937 0.00574102 0.00482966 0.00491115 0.003763 0.00566852 0.0026202 0.00273487 0.00965575 0.0122428 0.0114493 0.00678074 0.00830636 0.0063216 0.0140416 0.00983018 0.0105054 0.00746072 0.00621099 0.0122593 0.00716232 0.00714125 0.00687964 0.00666133 0.00809795 0.00806155 0.0092161 0.00598731 0.00591129 0.0110003
threshold=7.7286379265000011 8.8712712239000009 201.37020668845003 90.740838818900016 0.074640000000000026 20.770927814650005 0.68694500000000025 0.10236000000000002 0.099010000000000029 15.785368822600002 0.098200000000000023 0.20327000000000003 0.10332500000000001 35.131296350900008 19.134955254150004 0.22542000000000004 13.512826932300003 19.302881570050001 190.94194574995001 23.345877066950003 0.12064000000000002 14.551174033150001 -0.090694999999999998 40.12915366295001 207.56260994255004 87.181320254150009 200.07083195085002 41.66248410610001 14.732667293750003 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 -1 3 4 -3 -6 7 8 10 -10 13 12 -9 14 17 28 -17 -2 20 -20 -14 23 -22 24 -21 -25 -27 -11 29 -15
right_child=6 2 -4 -5 5 -7 -8 11 9 27 -12 -13 18 15 -16 16 -18 -19 19 21 22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.10006195273532251 -0.10012437066514895 0.082092808372534076 -0.10007368561975341 -0.10006533396915152 -0.10003941235214463 0.068677451512107246 0.044849708035264994 -0.070535147612982171 -0.037139045902286734 0.092584781078016543 -0.079107417915988382 0.042586286744622635 0.023550964771220765 -0.00059365178597634558 0.084439157349245078 0.023902636890921088 -0.078299381099500603 0.032785390599553349 -0.072596707903346852 -0.10020560082922064 0.013801244113501622 0.060228620957325979 -0.072292234635571467 -0.056008707038618058 0.024036089948770503 0.07655515872803359 -0.016974540539157833 0.025731354939328863 0.014941959266889029 -0.0726089217733982
leaf_weight=0.0077016077830626131 0.0082883633450200334 0.0093942277183032274 0.0040996048724917236 0.0029645327345928498 0.0037848975271117524 0.0042024164965823729 0.013142249755219271 0.022863076486828393 0.016539372028212429 0.028570485760610609 0.018039536370856868 0.024028021002095556 0.089400569261698593 0.75742121538362794 0.026283551289452589 0.014817093805959192 0.031311101660534746 0.0086116083835241497 0.0359818196105266 0.016250995301035687 0.018802246467515715 0.014577807603927795 0.018330337559007148 0.016937358526774915 0.0077470542057653793 0.019331252828123979 0.023154014537254852 0.025222963361102302 0.25455028418144465 0.021821892922389452
leaf_count=312 49 22 54 60 55 14 27 20 51 22 20 22 95 1033 45 17 70 47 42 41 29 11 29 13 22 19 46 21 567 25
internal_value=-0.000126613 -0.0247727 -0.00105289 0.0188992 0.0391893 -0.0112713 0.00039055 5.86396e-06 0.00214335 0.0381039 -7.30261e-05 -0.00841795 -0.0127427 0.00119644 0.0387145 -0.000303819 -0.0454705 -0.0323984 -0.00767074 -0.0226761 0.00821779 -0.00434692 -0.0286984 -0.0156315 -0.0600979 0.00232637 0.0255825 0.0612382 0.00171153 -0.00261036
internal_weight=1.56417 0.0321473 0.0244457 0.0203461 0.0173815 0.00798731 1.53202 1.51888 1.21148 0.0703328 1.14114 0.307405 0.283377 1.12311 0.0431835 1.07992 0.0461282 0.0169 0.260513 0.13398 0.126533 0.0979985 0.0371326 0.0834207 0.023998 0.0594226 0.0424853 0.0537934 1.03379 0.779243
internal_count=2900 517 205 151 91 69 2383 2356 1967 94 1873 389 367 1853 141 1712 87 96 347 194 153 152 58 141 63 78 65 43 1625 1058
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=7 16 15 15 22 18 2 16 7 23 6 13 12 20 8 21 20 7 22 6 9 22 19 10 5 22 15 22 10 10
split_gain=0.00191528 0.00502275 0.00765915 0.0078056 0.00766667 0.0038626 0.00468053 0.00372477 0.00559381 0.00326621 0.00321502 0.0031427 0.00502954 0.00286184 0.00655357 0.00975457 0.00643513 0.0108872 0.00976118 0.013821 0.0098311 0.00952942 0.0113222 0.012103 0.00887634 0.0115804 0.00710487 0.00765126 0.00717179 0.0126921
threshold=26.752366550650006 9.6249774926000011 19.112687623850004 20.310401204950004 -0.078219999999999998 16.915500282450004 166.57119979220002 11.599972874200001 20.562096111400006 0.074640000000000026 13.200308423050002 95.870416931800023 325.25099387990002 43.411469133450005 4.9461400813500012 12.749485150050001 42.178283198950005 22.477322886550002 -0.067574999999999996 16.415383542800004 201.63419974125003 -0.079824999999999993 14.351157895250003 61.993156030000002 21.746930049350002 -0.11131999999999999 46.574831689400007 -0.10965999999999999 64.434276012450013 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=5 9 -3 -4 -5 7 -7 8 -1 -2 -11 12 -8 14 15 -9 26 -18 21 20 -20 22 24 -24 25 -19 28 -28 29 -16
right_child=1 2 3 4 -6 6 11 13 -10 10 -12 -13 -14 -15 16 -17 17 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.02587940340613237 0.068945107950150811 -0.092648227365592473 0.084360948863512197 -0.079160926537919729 0.02505124286845712 -0.040355244690263047 -0.058775035304162782 -0.094115465596479542 -0.10008408690607547 -0.10003119756080597 0.10003966108530803 0.089038587042287523 0.087418248578736688 0.011100235980354832 0.008681409883702888 0.069084380256430281 -0.081753485335496812 0.045789929859100721 0.051320295271762822 -0.10024628405726357 -0.04773845417829458 0.068237466904740376 0.032279381379924948 -0.069191325654358593 0.059093123045557097 -0.046188662524858509 0.027852082216227869 -0.10010336675727341 -0.0033549167674380835 0.068442933335452025
leaf_weight=0.005841420291135325 0.0094953312565193571 0.014578465660180062 0.0074580092604605843 0.015151585672039669 0.013217959732337192 0.0061824746368409613 0.0047566112256745008 0.016120863614020098 0.0088922000848752347 0.0026935027911079166 0.0011444551637396216 0.013317069467120746 0.0046575423096726354 0.21267887944427588 0.37654597511993848 0.0047390710268189187 0.02207748858315739 0.024128231481881812 0.017510135732663912 0.024562675171750925 0.023417890390760476 0.020634969386378543 0.016656587862474481 0.039942141079734483 0.03291940211192923 0.031635709399211009 0.0072179309204329902 0.013255261395556772 0.51236898229308281 0.039241467635292793
leaf_count=24 67 180 20 78 39 37 44 265 131 176 1 20 10 480 282 17 43 22 15 47 36 17 17 53 31 43 21 38 606 40
internal_value=-0.000129403 -0.0171021 -0.0315397 -0.00667426 -0.0306063 0.000601909 0.036793 -0.000119566 -0.0501435 0.0374786 -0.0403713 0.0577759 0.0135524 0.000393812 -0.00146807 -0.0570389 -0.000503763 -0.0146577 -0.00825644 -0.0409467 -0.0053584 0.00464703 -0.00438496 -0.0393292 0.0179169 -0.00639089 0.00327834 -0.054992 0.00456367 0.0143216
internal_weight=1.54304 0.0637393 0.050406 0.0358276 0.0283695 1.4793 0.0289137 1.45039 0.0147336 0.0133333 0.00383796 0.0227312 0.00941415 1.43565 1.22297 0.0208599 1.20211 0.253485 0.231408 0.0654907 0.040928 0.165917 0.145282 0.0565987 0.0886833 0.0557639 0.94863 0.0204732 0.928156 0.415787
internal_count=2900 561 317 137 117 2339 111 2228 155 244 177 74 54 2073 1593 282 1311 324 281 98 51 183 166 70 96 65 987 59 928 322
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=8 22 23 8 8 2 16 16 10 14 17 16 7 22 15 2 23 0 7 9 6 6 10 21 9 23 6 21 4 21
split_gain=0.00174966 0.00854295 0.00913989 0.00523347 0.00313661 0.00529811 0.00317793 0.00436267 0.011295 0.00453213 0.00786252 0.00715339 0.00981868 0.00966191 0.0165669 0.0163568 0.018957 0.0136417 0.010717 0.0141437 0.0123216 0.0100424 0.0164117 0.0116248 0.00999036 0.00784672 0.0183222 0.0138733 0.00770242 0.00760248
threshold=8.8430989333000021 -0.011399999999999999 0.10236000000000002 9.3427090425500019 8.7431769115000026 100.60547560250002 22.724946859200003 22.674946976100003 61.966271448700006 241.54317565595002 206.58076374065004 13.894967507500002 24.815630185550003 -0.10710499999999999 39.283112803100003 112.95519936480001 0.08079500000000002 86.001087134900004 24.176224535650004 199.21354841250005 14.875347560100002 16.465384711100004 69.873026810350026 4.8216519326000009 196.98862600660001 0.088395000000000015 16.385382841850003 1.0652877397500002 169.78633280640003 2.7327447008500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -6 7 9 -9 10 11 -1 13 21 15 18 -17 -16 19 24 -20 22 -13 -24 25 26 27 -15 -23 -14
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 -12 12 29 14 17 16 -18 -19 20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.064365704754932487 -0.0041153890547283621 -0.069077517068034042 -0.056605810064488671 0.062072585396016289 -0.014399844576143121 0.051769364070713857 0.027597170140051565 -0.068590576970926673 0.013770469840344244 -0.0059288288838824695 -0.054985654867128454 0.063649885130901487 -0.00077874043639305764 0.04386194617790256 -0.0025620092180959168 0.075954917917642195 -0.073727673395315288 0.083897111461822882 -0.10023475590533114 0.066019736468917845 0.010116532280016006 0.071676095271125492 0.034441362946718422 -0.082130630089569445 -0.057731285865075782 -0.015455149729700602 0.077194695955020931 -0.074887256177187042 -0.057110420047835231 0.065151564971546866
leaf_weight=0.0134021915789162 0.025670023837051303 0.021224983223277261 0.018155798840517434 0.022345169896482275 0.020212555356010742 0.030151494502206333 0.039964642783161142 0.032163810054043895 0.034523787326577349 0.61193043788424495 0.020493981494116298 0.083181340125236147 0.026516971978878701 0.018550014070569887 0.036959560888590204 0.0097467143465408412 0.064147499208814907 0.036049214402737562 0.021366841102803846 0.035236620171417599 0.019220257614506409 0.0059824572572324533 0.018883608065834778 0.015639430257806453 0.028345407859887928 0.079494147084460565 0.039509180091076956 0.020948550909849928 0.0207559080783426 0.051375691812893365
leaf_count=148 37 49 35 37 15 34 40 25 40 1637 60 71 35 21 33 49 72 17 36 26 12 19 32 35 17 54 40 29 85 60
internal_value=-0.00013681 -0.0138738 0.00383335 0.026687 0.000699959 0.0252137 -0.000191852 -0.00101792 -0.0259527 0.000283483 0.00599311 0.00792969 0.00946301 0.00478904 -0.00305341 -0.0124206 -0.0539844 0.0401285 -0.000727895 0.0079072 -0.0479773 0.0270267 0.039594 -0.0183674 -0.00305197 0.00672652 0.0290447 -0.0191182 -0.0282957 0.0427069
internal_weight=1.52215 0.087396 0.066171 0.0480152 1.43475 0.050364 1.38439 1.34442 0.0666876 1.27774 0.665806 0.645312 0.631909 0.554017 0.409574 0.336565 0.0738942 0.0730088 0.262671 0.222084 0.0405871 0.144443 0.117704 0.034523 0.186847 0.158502 0.0790077 0.0394986 0.0267384 0.0778927
internal_count=2900 158 109 74 2742 49 2693 2653 65 2588 951 891 743 648 406 356 121 50 235 187 48 242 138 67 161 144 90 50 104 95
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=22 8 20 4 2 2 19 15 7 10 6 5 22 22 6 18 22 7 5 15 20 9 20 20 23 23 0 14 7 2
split_gain=0.00196539 0.00823156 0.00745847 0.0103879 0.0118019 0.00828079 0.0142188 0.00994903 0.0126019 0.00911267 0.0156961 0.00861539 0.00851219 0.0107691 0.00778371 0.0134935 0.0253339 0.00886883 0.00887702 0.00759879 0.00733053 0.00656056 0.00548628 0.00854389 0.00730749 0.00964487 0.00745327 0.00695794 0.0134989 0.0103399
threshold=-0.062629999999999991 9.0429429770000009 41.24714903835001 398.10712430820007 220.59538940565002 161.80523719825001 13.751109481500002 30.124327028350006 22.689595575850003 68.214248143850014 14.815346158200002 22.665750084250003 0.68694500000000025 0.053395000000000012 16.455384477450004 13.954623666350001 0.049235000000000008 22.892948161350002 22.382291025900006 43.758818131150008 42.072181850200003 199.82130058355003 40.21994457600001 40.08085804200001 0.10575500000000003 0.087405000000000024 89.99344745865001 212.64719038130002 24.122256664450003 174.79146691255002
decision_type=2 2 2 2 2 2 2 2 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 5 4 14 7 12 9 -9 -2 -11 -8 13 -7 15 -4 -17 18 -16 -6 -20 -10 23 24 25 -1 -26 28 -27 -29
right_child=1 -3 3 -5 19 6 11 8 21 10 -12 -13 -14 -15 17 16 -18 -19 20 -21 -22 -23 -24 -25 26 27 -28 29 -30 -31
leaf_value=-0.029721871814570634 -0.054721999272699468 -0.055309883785457259 0.064228978055048694 0.05669441519363836 -0.089983549102142735 0.02997684410051174 0.092629676617543982 0.031426832121756176 -0.063545553116715767 0.006161171709196429 0.08544434895986297 0.025290922835692321 0.082882723310049686 -0.087267799557108061 -0.10021548954751219 -0.10032200177951536 0.046520806969577645 -0.10017482710029064 0.097853108845625231 0.0091417624754584117 -0.045407133418327118 -0.0014373607982594294 0.0019009602073789954 -0.10031379299504667 -0.014648984260213972 0.018644802636156383 -0.10019631058065739 0.067661641234399592 -0.084532758044809322 -0.014368837709791974
leaf_weight=0.085804473323342623 0.013082790820078571 0.021991453458269916 0.033037230917130955 0.020918044417378212 0.030303721818512486 0.014268888631027821 0.042424739119951482 0.035790321038803086 0.046720580230157793 0.072305778673905974 0.038143452897202224 0.034409793174916103 0.0076937326788240048 0.017372083803494642 0.0061798067329164033 0.021207095000391973 0.026343332676080244 0.014806182117524713 0.0091874881788278628 0.01038329997868459 0.0058435376578493967 0.026742671281681396 0.67725416274393835 0.01124793469428198 0.025171369397867238 0.045540076518541639 0.017105126466208209 0.040438589909899569 0.017573397987462158 0.024783522502529465
leaf_count=316 30 59 42 71 68 42 38 28 29 147 24 34 18 78 9 55 116 25 23 18 53 23 1221 19 21 44 73 61 44 71
internal_value=-0.000124363 0.00463323 0.00713385 -0.00951064 -0.0183152 0.0156341 0.0374405 0.00475187 -0.017231 0.0241938 0.0335415 0.0624725 -0.0114558 -0.0343949 -0.00213465 0.0151378 -0.0189699 -0.0407816 0.000677655 -0.0646868 0.0421585 -0.0409364 -0.00288932 -0.0150099 -0.0112679 -0.00376707 -0.0492615 0.0135862 -0.0100841 0.0364912
internal_weight=1.49407 0.549156 0.527165 0.17821 0.157292 0.348955 0.116169 0.232786 0.109254 0.123532 0.110449 0.0768345 0.0393347 0.031641 0.116605 0.0805877 0.0475504 0.036017 0.0212108 0.040687 0.015031 0.0734633 0.944919 0.267664 0.256417 0.21414 0.0422765 0.128336 0.0631135 0.0652221
internal_count=2900 1030 971 480 409 491 210 281 80 201 171 72 138 120 323 213 171 110 85 86 76 52 1870 649 630 536 94 220 88 132
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=20 22 20 20 20 18 23 9 13 23 20 12 20 7 13 20 20 6 9 8 21 9 12 2 2 2 22 9 7 9
split_gain=0.00179454 0.00402189 0.00466901 0.00378837 0.00373928 0.00808805 0.00368307 0.00643041 0.00369382 0.0034843 0.00454655 0.00711006 0.00359319 0.00420349 0.00337043 0.00328319 0.00492203 0.00572195 0.00630809 0.00575034 0.00661049 0.00564023 0.00422557 0.0102602 0.0102589 0.00982084 0.00742431 0.00983255 0.00921816 0.00680251
threshold=49.275256100300005 -0.15726999999999999 49.842240509300005 47.833738492450003 45.90502654165001 14.339258036900002 -1.0000000180025095e-35 64.606296034500005 99.739108181550009 -0.27223499999999995 40.380906245900007 151.63308792200004 32.785955158400007 22.535351262400003 92.138837046750012 45.027406014450008 44.527357125550004 8.0101871567500016 59.469124515800011 4.9461400813500012 13.915737982950001 74.362486003100017 149.11894257355002 128.59294673040003 120.54857872840002 116.16618105335002 -0.10518999999999999 199.46724415935003 22.087764922150004 200.80358209610003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 7 -5 -8 10 11 -1 13 -11 -4 16 17 -14 -19 20 -20 -18 24 -24 25 26 27 -21 -28 -29
right_child=1 -3 14 6 5 -7 8 -9 -10 12 -12 -13 15 -15 -16 -17 21 18 19 22 -22 -23 23 -25 -26 -27 28 29 -30 -31
leaf_value=-0.070049751478375819 -0.066460403165940582 -0.077344602629824954 -0.035610571085104264 -0.065068819917862578 -0.10009798279526237 0.018938092992191128 0.0084490176964845936 0.039171403944404305 0.086547159263085024 0.029316306831295536 -0.10013888801177746 0.072576048909748045 -0.061012122556402884 -0.10024709332065396 0.077490977349923024 0.046789515590966349 0.018007117494344797 0.073978967158427694 -0.10008165126440001 0.053717034768151678 0.070641065179026505 -0.10027056042644562 -0.068266003032815478 -0.00087803782681782408 0.061678311538049618 -0.064369458817897893 -0.065377472909908516 -0.066802237467792971 0.0043946470449601422 0.016119215516654052
leaf_weight=0.0077098419937439155 0.0063889482064496397 0.0096773893877913908 0.0039608309479994839 0.0094187269529015794 0.011448848020989888 0.011383482965513281 0.010268750058422316 0.015921717091487153 0.014762436505407095 0.0038072246191414028 0.0079021318535446028 0.00639389750525865 0.014557696606929738 0.0073156792769252244 0.0078701389199693494 0.015594326237817424 0.0067045802561550563 0.012073157583472383 0.010608252396357432 0.070257611275792442 0.0028848143190316486 0.010113197140185548 0.023374201133151473 0.67686107425905107 0.034103205034000439 0.019602335331740051 0.019996053856715212 0.012624838018382434 0.35707215577948759 0.045722716495106397
leaf_count=36 26 132 39 28 70 51 38 21 13 38 66 38 292 101 22 49 30 21 152 69 9 17 21 984 35 25 33 13 346 85
internal_value=-0.00012545 -0.0252458 0.0024262 0.000361722 -0.000615863 -0.0407503 0.0273014 0.000426613 0.0545083 5.5328e-05 -0.039414 -0.00539068 0.000701925 -0.0558992 0.0396263 0.00117452 0.000634222 0.00132974 0.00203591 0.00135366 -0.0635812 -0.0531179 0.00204924 -0.00312748 0.00852951 0.00507886 0.00777101 0.0285189 0.000694608 -0.00182275
internal_weight=1.46638 0.0278973 0.0182199 1.43848 1.38811 0.0228323 0.0503716 0.0253404 0.0250312 1.36528 0.0220059 0.0141037 1.34327 0.0111229 0.011831 1.33215 1.31656 1.29974 1.28518 1.27311 0.0134931 0.0168178 1.25961 0.700235 0.559379 0.525276 0.505673 0.128605 0.377068 0.0583476
internal_count=2900 219 87 2681 2581 121 100 49 51 2460 140 74 2320 139 61 2181 2132 2085 1793 1772 161 47 1611 1005 606 571 546 167 379 98
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=22 8 20 4 2 10 15 22 18 14 4 17 7 4 22 16 13 19 7 10 5 8 14 12 8 5 15 9 9 12
split_gain=0.00186541 0.00683022 0.00649623 0.00941527 0.0136602 0.00869999 0.0101617 0.0108592 0.0097687 0.00787836 0.0115081 0.0093102 0.0169781 0.0117772 0.00918449 0.00804123 0.00989472 0.00721273 0.00698837 0.00812831 0.00679886 0.00601145 0.00650116 0.00734488 0.0059179 0.00575236 0.0049691 0.00480815 0.00470607 0.007368
threshold=-0.062629999999999991 9.0429429770000009 41.495754733000005 398.10712430820007 220.59538940565002 62.084563606450011 32.393814985100008 0.06041500000000001 13.086509421050001 254.94306957265005 331.45628715010008 198.12422587605002 24.325858835450003 237.11242894575003 0.25677000000000011 22.674946976100003 104.51649827935002 13.751109481500002 24.142338514450003 67.004441985200017 22.665750084250003 8.3434888241000014 314.01641298495002 197.53682473415003 9.6424751081000029 23.398433971250004 30.124327028350006 202.89977928865002 206.50942114985003 211.56805207830004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 8 7 -7 -4 11 17 13 -13 14 15 16 27 21 -12 -20 -19 22 23 -11 -3 -6 -18 -2 29 -9
right_child=1 24 3 -5 25 6 -8 28 -10 10 18 12 -14 -15 -16 -17 26 20 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028285278070109884 -0.075773883359493435 -0.10012271730943666 0.030126677540838594 0.053249909313886803 -0.10028138545890533 -0.10016373606025222 0.051900015301318339 -0.079723270840257265 -0.10015853169841987 0.03720763595767286 -0.10017410586306863 -0.097426930264827225 0.011756979347085269 -0.063885291633049665 -0.026395301046495036 -0.020972777776980641 0.082737202698506374 0.099322892943089436 0.10002793925511858 -0.045170409139796024 0.035406238330481135 0.10003149412572057 0.083239263758565746 -0.09224255626583977 0.0058894154701878707 -0.0083507473556451491 0.035887117035535966 0.028106379156159423 0.091581457243341852 0.089153418124540987
leaf_weight=0.92537583560200432 0.0085882036451115917 0.011363756166474559 0.0091643660338505128 0.019826021630784396 0.024699241032422492 0.011886469276831235 0.037994678006384675 0.0068474709773074238 0.015469548290184321 0.0072299515126568173 0.0083935587674925927 0.023190903972135857 0.036907945797668873 0.017019377503419975 0.029846098140358324 0.021346808931411942 0.045810851589948243 0.034855835401685908 0.0063848816171230274 0.0097321751573096194 0.031848126440308988 0.0058865536381631492 0.0054348914193980127 0.011131328809267704 0.0098126662383961616 0.0093957871404768412 0.044757274386938661 0.0092596987694095745 0.0064505516638746476 0.0041488457379483812
leaf_count=1870 27 32 68 70 49 67 36 88 30 41 16 16 50 24 51 17 41 26 15 49 25 5 18 46 27 29 29 22 8 8
internal_value=-0.000127778 0.00463549 0.00697536 -0.010809 -0.0208841 -0.000840046 0.0177647 -0.0264498 -0.0516895 0.01423 0.0349992 0.0036231 -0.0303748 0.0151911 0.0236232 0.0351277 0.0461737 0.0505575 -0.0261828 0.0123509 0.0688056 0.00954981 -0.012833 -0.0412702 -0.0509991 -0.0749475 0.0595847 -0.0218796 0.0237711 -0.0160071
internal_weight=1.45006 0.524684 0.503507 0.145883 0.126057 0.0919619 0.067328 0.0293333 0.0246339 0.357624 0.120897 0.236727 0.0600988 0.176628 0.159609 0.129763 0.108416 0.0963867 0.0245106 0.0161171 0.066704 0.0296827 0.0237962 0.0183613 0.0211764 0.034095 0.0905681 0.0178479 0.0174469 0.0109963
internal_count=2900 1030 971 453 383 305 207 171 98 518 241 277 66 211 187 136 119 161 80 64 51 110 105 87 59 78 70 49 104 96
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=7 3 7 5 21 18 18 7 2 2 7 20 18 4 18 18 15 7 4 15 2 17 18 21 4 7 9 21 23 23
split_gain=0.00172065 0.00385985 0.0045714 0.00395508 0.00664834 0.00384066 0.0111332 0.00667999 0.00424809 0.00835844 0.0040312 0.0104276 0.0144541 0.00749621 0.00715874 0.00767115 0.0101855 0.00697852 0.00635695 0.00606172 0.0048274 0.00938732 0.0062728 0.00464992 0.00461722 0.00426182 0.0109641 0.00781991 0.0158378 0.00624534
threshold=17.938678131200003 103.44111502715002 20.234873028950002 29.040033326300005 7.5091558130000005 12.903279561150002 12.868666868750003 22.087764922150004 50.734033752200013 92.716362671650018 22.597569836950004 42.718072821900002 13.086509421050001 190.68865001715002 13.042786209850002 13.197799034350002 41.018034898650008 22.227765484150002 292.27430887770004 42.80317728375001 68.519383356500015 181.27812760255003 14.616109407550001 6.7005777103000002 163.60960442095003 23.124786352450005 196.16158123080001 2.4018027644000006 0.085765000000000022 0.098525000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 8 -4 -10 11 13 -13 -7 -12 16 -16 18 23 -15 21 -17 -23 -14 -22 26 27 -26 -29 -30
right_child=1 3 5 4 -6 10 -8 -9 9 -11 14 12 17 19 15 20 -18 -19 -20 -21 24 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.049170089410956325 0.039472537627645903 -0.10013489150150057 0.030038275042729452 0.064433552971639413 -0.062209660167018892 0.070485520975827012 -0.083360919453266416 0.038413438477280404 -0.10027675219563703 0.0074395759103203195 0.050718318378197728 -0.075616922642676832 0.0015888191134892872 -0.030370663730191684 -0.010384236719994479 0.032894216476456302 -0.094591932125057732 0.069170890772327784 0.036470221623668579 0.061181550577117765 0.066197924863872895 -0.075061789118829186 0.0014508243565275318 -0.10017679326071201 -0.034707460061161544 0.0035404080639603688 -0.062109391803429115 -0.061595978267987218 0.094839922898947882 0.01921715616113533
leaf_weight=0.0070463651746149871 0.029211541772553695 0.0074900340325091399 0.0098056930510209694 0.0067544693525434232 0.010730706811798996 0.042513112835724232 0.021457912786047473 0.026453307449898489 0.014339307876667817 0.014476594693022093 0.025977472704994287 0.023075609661695751 0.0091066142034605946 0.01849196355776872 0.050675318285357096 0.019301989973740663 0.020046275242449951 0.018294957791368915 0.017200687636844236 0.011876927172238538 0.010939052495814394 0.032219507163176786 0.016054112366411744 0.008856736952253641 0.036001213352847117 0.82206200328061529 0.036873850059407687 0.015770075506168268 0.020878056821288737 0.022897995067012289
leaf_count=84 78 88 12 44 45 47 20 33 26 47 34 27 25 52 34 22 44 38 61 20 9 39 34 33 25 1763 33 39 22 22
internal_value=-0.000123289 -0.000367923 0.000329757 -0.0393331 -0.0132878 -0.000507518 -0.0208966 -0.000299515 -0.0268154 -0.046162 0.000871817 0.0163082 -0.00947135 0.0433796 -0.00116983 -0.00239109 -0.0342532 0.0190804 -0.00698037 0.00543436 -0.000209729 -0.0260484 -0.0496164 -0.0485862 0.00159887 0.000858524 -0.0157904 0.00208508 0.0243296 0.0552838
internal_weight=1.42688 1.41983 1.39486 0.0249752 0.0174852 1.36565 0.0865328 0.0650749 0.0386216 0.0288159 1.27911 0.149417 0.0765346 0.072882 1.1297 1.10372 0.0707216 0.053459 0.035164 0.0303689 1.033 0.0675756 0.0482736 0.0179634 0.965422 0.954483 0.132421 0.0955473 0.0595461 0.0437761
internal_count=2900 2816 2639 177 89 2561 138 118 85 73 2423 303 184 119 2120 2086 78 157 119 72 2008 95 73 58 1913 1904 141 108 83 44
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=6 0 6 5 13 20 16 10 20 0 3 10 0 10 22 22 23 16 7 7 7 6 18 17 18 22 16 7 20 21
split_gain=0.00188651 0.00772363 0.0142352 0.0119544 0.00700283 0.0151661 0.010172 0.00823741 0.0131045 0.0120741 0.00571835 0.0191833 0.0169052 0.00670409 0.0102886 0.00730447 0.00672676 0.0101464 0.0196882 0.0136052 0.0105219 0.00995755 0.0118083 0.0112689 0.00922587 0.00894401 0.00928575 0.00853495 0.00837748 0.00975139
threshold=14.835346625500001 93.262612545250008 15.135353635100001 18.613387752550004 107.97116697695002 36.82350895510001 18.714956236300004 71.090898343450007 43.124157941850008 94.776214472700005 89.227236891450005 66.697957758300021 92.031298721500022 65.727424373200009 0.20327000000000003 0.13860000000000003 0.093295000000000031 22.624947093000003 24.029932718600005 23.789355599150003 22.969987962250006 16.565387047600002 13.5538556217 188.73286619890004 13.482409244300003 -0.013805 22.614947116400003 22.638073512250003 41.902916368500009 5.5487347714000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1 8 9 -7 11 -4 -13 14 15 16 17 18 21 20 27 22 23 -12 -23 26 -18 -19 29 -28
right_child=1 3 10 -5 5 7 -8 -9 -10 -11 13 12 -14 -15 -16 -17 25 19 -20 -21 -22 24 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0030944886597046636 -0.062275159976790631 0.059153332980106381 0.063195038416815591 -0.030249117827182866 0.029791523342809975 -0.085870282529895425 0.061612423887361746 -0.10018604642684775 0.068034338811072528 0.023779799587830774 -0.046941157383121039 -0.10018508609084729 0.038428624104435399 -0.059378956854644172 0.069899469681547519 -0.055993955874268309 0.026516775822098146 -0.0059389671178788914 -0.095821422491836603 0.067256571846761065 -0.044827130892479514 -0.0032921691810641122 -0.069675523195227393 0.013526022589195422 0.093072129551571486 0.069725934738993869 0.047126959410053203 0.060179410701143077 -0.051480874084560979 -0.025666536851751659
leaf_weight=0.33156637424133772 0.035394824740002662 0.052397036501133698 0.054925759031902999 0.020931100571033312 0.033725254486853373 0.03320225083183459 0.026215126605166006 0.023296591238931796 0.01108208156801993 0.014396858547911506 0.045885751401018027 0.017723440929330536 0.017472311461460777 0.018796985246993358 0.021108273453663173 0.023315334779681507 0.12210460351718666 0.056579596040549518 0.029910938470038673 0.035377824147417414 0.040635701424662329 0.025194791831404828 0.037270965814968804 0.09387491754733901 0.016403689037417735 0.025531567509460729 0.032697702563382336 0.029809624885956509 0.038043050106157494 0.042093381839549693
leaf_count=1453 40 45 39 29 39 79 34 67 12 21 93 30 15 22 32 31 98 62 33 36 47 229 44 66 9 27 37 32 61 38
internal_value=-0.000127739 0.00248014 -0.000175723 0.0336339 -0.00526921 -0.0266548 0.00164667 -0.0498765 -0.0299035 -0.0527054 0.0024893 0.0262629 -0.0313728 -0.000427121 0.00112088 -0.000968852 0.000941934 -0.00702692 -0.0197286 0.0124118 -0.00286306 -0.00931834 -0.0196634 -0.00632636 0.0347075 0.0135144 0.00740569 0.016876 -0.0132756 0.00615785
internal_weight=1.40696 0.933479 0.860151 0.0733281 0.473485 0.115703 0.357782 0.0819778 0.0586812 0.0475991 0.824756 0.0901215 0.0351958 0.734635 0.715838 0.694729 0.671414 0.410944 0.248541 0.162403 0.127025 0.21863 0.177032 0.139761 0.0415985 0.26047 0.234939 0.0863892 0.112834 0.0747911
internal_count=2900 1195 1121 74 1705 218 1487 179 112 100 1081 84 45 997 975 943 912 651 474 177 141 441 203 159 238 261 234 94 136 75
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=22 2 2 17 12 22 20 15 10 21 21 23 6 8 18 12 22 15 0 15 20 23 23 12 4 10 18 15 22 22
split_gain=0.00180198 0.00666892 0.00633136 0.00704411 0.00502685 0.00472143 0.00578357 0.00767229 0.00718028 0.00521496 0.00472424 0.00457125 0.00403332 0.00956501 0.0050825 0.00396288 0.00511276 0.0143489 0.00740431 0.00323914 0.00307527 0.00582903 0.0105383 0.014412 0.0134032 0.00840677 0.00938367 0.015483 0.00816734 0.0104103
threshold=-0.25167499999999993 199.66651340635002 181.83510701155004 195.53954078470002 195.51336019310003 -0.16187499999999996 44.215931556700006 19.215947067900004 62.084563606450011 16.464809133250004 17.650944895250003 0.092290000000000025 16.015374196650004 3.3473877318000005 14.582524213600001 190.49103260480004 -0.59087999999999996 33.202295547750005 98.031937268650012 47.295972913900009 39.211875820650008 0.088395000000000015 0.094415000000000013 102.43818663380002 172.73046293330003 70.865067860500019 13.1493823129 36.508287084250007 -0.088329999999999992 -0.083794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 -5 6 8 10 19 -9 -8 -3 13 -10 -15 16 -1 18 -18 -2 -7 -22 25 -24 -25 26 27 -23 -26 -30
right_child=5 11 -4 4 -6 20 7 9 12 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 21 22 23 24 28 -27 -28 -29 29 -31
leaf_value=0.058543831490838583 -0.072744654201490774 -0.10011733953661828 0.064354899371540542 -0.083300312934546067 0.010216968345262313 0.007943681030237083 -0.091920221965430024 0.044636621157786348 0.090321799870993202 -0.037730913982452201 0.028685217437420238 0.0033544374618175951 0.10007815340054976 -0.10012700104829475 0.053236521745885626 -0.04869991512917092 -0.10014102178037952 0.083349116135410392 0.045389863403717923 0.06659110391735204 0.0043243127018822549 -0.073168061306289667 -0.084396634781203017 0.096390455289654467 -0.034848783584342125 0.0025858816632077309 -0.069405387780508074 0.053672849805203406 0.064812137373999684 -0.00022786219061477029
leaf_weight=0.020101664257104801 0.0063735757682986671 0.012866946697164594 0.012735083737727138 0.018275759597212726 0.0083851714923532938 0.29478861976896176 0.011743382007765035 0.029303884980947714 0.013336768557717704 0.010419928855725402 0.0044895324681419871 0.0063900519623656385 0.01762904113274999 0.0057251386109555824 0.0034709759817257435 0.01020312727723649 0.013295118154957208 0.010924358024567482 0.0047433015981024331 0.0022600257434532978 0.43074939615302776 0.018776031275933747 0.01893219012686842 0.01542417468090207 0.051964871357160547 0.047053229344583336 0.071340536405216426 0.019742613612123705 0.029202611080847873 0.15646173051570944
leaf_count=43 78 103 31 62 12 577 85 64 37 22 7 24 11 28 26 11 56 12 21 3 966 20 31 10 75 104 110 24 19 228
internal_value=-0.000132525 -0.0119532 -0.0014469 -0.0111991 -0.053888 0.000974457 0.0213025 -0.000639746 0.0464649 0.0230308 -0.0585644 -0.0657823 0.0642505 0.0362201 -0.0422416 0.0080041 0.0197959 -0.00709715 -0.0618729 -0.0362706 -0.000870083 -0.00389248 -0.0121447 -0.000238801 0.00605747 -0.032782 -0.0479303 -0.00815614 0.000194081 0.0100021
internal_weight=1.37711 0.117921 0.0986636 0.0859285 0.0266609 1.25919 0.104752 0.0559567 0.0487955 0.0397238 0.0162329 0.019257 0.0401619 0.0225329 0.00919611 0.0592676 0.0490644 0.0289628 0.0180384 0.0086336 1.15444 0.859647 0.428898 0.271986 0.253053 0.156912 0.109859 0.0385186 0.237629 0.185664
internal_count=2900 375 248 217 74 2525 361 178 183 86 92 127 102 91 54 143 132 89 77 81 2164 1587 621 363 332 258 154 44 322 247
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=6 6 0 5 23 17 22 17 10 3 21 18 0 0 5 16 18 5 23 16 10 10 10 17 22 0 22 23 16 7
split_gain=0.00184152 0.010153 0.00554402 0.0045202 0.0104063 0.0061169 0.00558877 0.00553244 0.0041399 0.00575597 0.00921136 0.0153174 0.00809782 0.00752309 0.0133027 0.00746737 0.00749304 0.00705921 0.0063801 0.00447882 0.00411922 0.0127887 0.0165709 0.0105643 0.008561 0.00748224 0.00572086 0.00545687 0.0083429 0.0169617
threshold=13.665319288000001 13.775321858200002 97.835679825150024 15.094471190800002 -0.22125500000000001 174.84606933240002 -0.053019999999999991 199.41622983390002 75.465019721650009 85.54673771085001 6.9984086918000008 14.117867417450002 94.776214472700005 93.262612545250008 18.092020786850004 18.714956236300004 14.643918747750002 18.152162791050003 0.08494500000000002 18.714956236300004 68.321786469100019 66.318885161900013 65.727424373200009 201.96296776225003 0.20327000000000003 89.99344745865001 0.13860000000000003 0.09310000000000003 22.624947093000003 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=3 -2 8 -1 5 -5 -6 -8 9 10 12 -12 19 17 -15 16 -14 -11 -18 -3 21 22 24 -23 25 26 27 28 29 -19
right_child=1 2 -4 4 6 -7 7 -9 -10 13 11 -13 15 14 -16 -17 18 20 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029608432056115732 0.064852242128918505 0.00075301724470511569 -0.061007535792600188 0.07921774712532538 -0.086978138503149532 -0.034072230240270743 -0.068968831322614207 0.045763135258449619 0.038531063773131202 -0.05924155804783085 0.052789242923084817 -0.10021409713959568 0.017094775539509364 0.08083101487675004 -0.013427099924248601 0.04897429329700053 0.0061101771840160772 -0.010046946540285644 -0.10019936957868317 -0.10016791764461029 -0.034757667476318997 0.078659474273520102 -0.092843406917846413 -0.0022208720321887322 0.066364240854696985 0.059796166444672644 -0.051582891435533511 0.01112854078358211 0.0096236899671565679 -0.095181434513637975
leaf_weight=0.16745200146020445 0.024767471159066079 0.0069201244045282708 0.014644473942894254 0.010915987836142449 0.026541424995556895 0.0084592756717825068 0.0086634881423464094 0.0081629545941268589 0.028518928804459054 0.019378368365323695 0.0086521673515562725 0.0268421959922307 0.034659061217098497 0.032201838635955937 0.027984792742472564 0.030167046560109156 0.0096226870787177177 0.20549541570417951 0.013657636277571328 0.012062944430908829 0.029710831408920058 0.038974354941387901 0.018983417772261646 0.02757529733935371 0.019973517842032606 0.020298945135436952 0.022339430884130707 0.26038990331722189 0.16599295129663005 0.026409968107600434
leaf_count=1065 34 26 36 32 139 32 41 25 30 19 11 74 26 26 37 28 11 462 32 28 29 39 15 33 33 15 32 271 186 33
internal_value=-0.000131607 0.00153421 0.000110434 -0.00828158 -0.0311741 0.0297551 -0.0583951 -0.0133093 0.000933981 -7.91868e-05 -0.0187688 -0.0629177 -0.0041358 0.00283095 0.0370041 0.0086283 -0.0123785 0.000426839 -0.0562574 -0.063378 0.00180971 0.00315693 -0.000619837 0.0451462 0.00180868 -3.08864e-05 -0.00181516 -0.00012626 -0.00749155 -0.0197423
internal_weight=1.35642 1.12622 1.10146 0.230195 0.0627431 0.0193753 0.0433679 0.0168264 1.08681 1.05829 0.142584 0.0354944 0.107089 0.915709 0.0601866 0.0881064 0.0579394 0.855522 0.0232803 0.0189831 0.836144 0.806433 0.739884 0.0665497 0.7209 0.700927 0.680628 0.658288 0.397898 0.231905
internal_count=2900 1566 1532 1334 269 64 205 66 1496 1466 236 85 151 1230 63 97 69 1167 43 54 1148 1119 1047 72 1032 999 984 952 681 495
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=9 3 13 21 7 16 20 22 15 15 6 18 16 10 16 20 13 10 15 7 13 10 9 19 3 22 20 17 22 20
split_gain=0.00177996 0.00361371 0.00534996 0.00387929 0.00459017 0.00286975 0.00257685 0.00464614 0.0052598 0.00432142 0.00309023 0.00614235 0.00520677 0.00465676 0.00444731 0.00362786 0.00849878 0.00668296 0.004032 0.00670632 0.00422757 0.00348259 0.00474396 0.00312156 0.00500966 0.0049583 0.00350861 0.0105471 0.00792727 0.00513674
threshold=37.256168974800005 66.676450093250011 96.209162656250015 20.770927814650005 23.875242364300004 8.8749792464000024 47.001379125850008 -0.23557500000000001 26.744537432900007 23.356956033300005 10.715250360100002 17.248993197150003 13.039969506900002 89.619751778500017 10.384975715400001 44.421469061800003 117.64423933030001 74.784839814650013 18.871799531050005 26.752366550650006 98.362617618700014 81.524804347700012 211.72643673420001 11.850956171350001 79.47351079420001 0.06041500000000001 43.411469133450005 188.54236693505001 -0.09715 42.178283198950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 10 9 -9 -8 11 12 14 -13 -2 18 17 -17 19 21 -20 -12 -23 -22 25 -25 29 28 -28 -26
right_child=6 2 -4 -5 5 -7 7 8 -10 -11 15 13 -14 -15 -16 16 -18 -19 20 -21 23 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.1000521135000878 -0.10008255457850153 0.051202178867699934 -0.10007669098304602 0.10002333052615311 0.063738554604525335 -0.10004587841327955 -0.10009272651771535 0.055183347436169851 -0.022324965615306367 0.021845141217939144 0.061922493763506475 0.030454944220811256 -0.086360120349951816 -0.10003359446980808 0.070727870371052354 -0.085019981519783266 0.063429110529578406 0.046125771184609296 -0.072100612194059929 -0.066197404449593142 0.046637042657057502 -0.077032984101567017 0.063886463754723705 -0.08464123572620752 0.0031477856524289869 0.016204619312982598 0.023161688225032888 0.044039124556925248 -0.10015578632123999 -0.014384170981983338
leaf_weight=0.0052362967667037843 0.0022610943981299361 0.0064432153368443323 0.0049015063565178698 0.004347013746155425 0.0013385598454078718 0.0053278979313304831 0.0054687945425087037 0.03422758842302176 0.011764731387074789 0.0062027968942857115 0.03038532717390019 0.019713576572321756 0.018703993222151993 0.0031754159310577448 0.0046777537294797611 0.02035394452627759 0.0071705225395817243 0.0048024173829617203 0.0080385713932143998 0.0062288047486873657 0.01458637032436616 0.0048268895238550158 0.0047297317141783424 0.013479343911967478 0.78812692499672798 0.0076382108818506813 0.010307720335646309 0.056353642353940359 0.010546368502630687 0.21209282218029379
leaf_count=197 30 28 67 7 7 90 39 78 22 9 108 74 148 157 48 96 11 9 36 27 29 32 10 59 1002 12 32 58 32 346
internal_value=-0.000140944 -0.0252745 -0.00776151 0.0181588 -0.00898647 -0.0671596 0.000390158 0.0210575 0.0353569 -0.0352896 -0.000564626 -0.025303 -0.0589142 0.0123521 0.0150676 0.000436149 -0.0326093 -0.0599839 0.00135127 0.0303123 0.000158629 0.0453626 -0.00728959 0.000680455 7.0248e-05 -0.0481653 0.00101566 0.0215552 -0.0392027 -0.0005698
internal_weight=1.33346 0.0275945 0.0223582 0.0174567 0.0131097 0.00666646 1.30586 0.0576639 0.0459923 0.0116716 1.2482 0.0485318 0.0256428 0.022889 0.00693885 1.19967 0.0323269 0.0251564 1.16734 0.0461708 1.12117 0.0399419 0.00955662 1.11313 1.09855 0.0211176 1.07743 0.0772077 0.0208541 1.00022
internal_count=2900 396 199 132 125 97 2504 148 100 48 2356 457 226 231 78 1899 116 105 1783 177 1606 150 42 1570 1541 71 1470 122 64 1348
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=20 21 23 21 20 22 15 15 22 2 22 21 5 20 19 9 19 18 20 2 23 9 6 0 22 13 7 16 0 0
split_gain=0.00166767 0.00350696 0.0036685 0.00378981 0.00347846 0.00219455 0.00237557 0.00652567 0.00557547 0.00827823 0.00895285 0.00853571 0.00783283 0.00887824 0.00689449 0.00674762 0.00632484 0.00517083 0.00515764 0.00507075 0.00461481 0.0037647 0.00580241 0.00904182 0.00615831 0.00539025 0.0139912 0.0102557 0.00989199 0.00939459
threshold=49.275256100300005 20.770927814650005 -0.17732499999999998 3.3208308644500009 48.852845034800005 0.68694500000000025 24.200063469100005 24.754529292950004 -0.59309999999999985 222.38716625935004 -0.030145000000000002 6.7785388507500013 16.579584939650001 42.599563320500003 12.651020723000002 187.38923140910003 13.551093343600002 13.849588037450003 37.572218886150004 154.60082690140004 0.098525000000000015 223.24918598180003 13.665319288000001 97.32487278035002 -0.044409999999999998 108.61908538635001 24.861556163250004 18.054957779650003 96.055920542800024 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=4 2 -2 -4 5 6 8 -8 -1 11 17 12 13 14 15 -10 -16 -11 -17 -14 -20 22 24 25 -9 26 -24 -27 -28 -29
right_child=1 -3 3 -5 -6 -7 7 21 9 10 -12 -13 19 -15 16 18 -18 -19 20 -21 -22 -23 23 -25 -26 27 28 29 -30 -31
leaf_value=0.033866305506401052 0.022928292016392831 0.04496826642410922 0.032536914419606246 -0.10006906124033649 0.04028682900006042 0.039563252521591138 0.056817570852720795 -0.080193044864802554 -0.10007501532508847 -0.068937580770710119 -0.066642403786157864 -0.067372374412787248 -0.10016537521506773 -0.086006675970769469 -0.10018882869366681 -0.040246539206887276 0.045476524496927476 0.048762421327661398 0.073430117506447776 0.0077995234940331521 -0.0098873863434947775 0.033758625901386612 -0.10015343115017748 0.074211704753334565 0.016235711616356913 0.087440108063907701 -0.052978282756595607 0.0017157753111321787 0.051472343145954863 -0.050833768585796739
leaf_weight=0.025120604034622573 0.0054844980908796961 0.0054265449771264676 0.0026842438751372164 0.010935467469478599 0.021441731878212411 0.013642857074856241 0.02067859776334291 0.018317448092862954 0.0035460473981708809 0.0041324964227147367 0.010264320038934294 0.041206546950252054 0.014304593199913285 0.0098135652333382062 0.0084229673229003765 0.0064257784297225831 0.0046135241921092538 0.038568524333959742 0.032124935866021609 0.0062512520183028988 0.0083825039422151804 0.032148076858902641 0.019237358139093885 0.016274901143901843 0.010373622171748087 0.013494985315958274 0.016301571850817709 0.84423288169007549 0.020430327331268927 0.035448943669109667
leaf_count=98 29 18 4 168 45 37 50 83 117 29 83 282 94 52 45 44 11 180 79 44 23 59 66 24 42 30 33 927 22 82
internal_value=-0.000145212 -0.0259752 -0.0461267 -0.0739344 0.000344002 -0.000328373 -0.000760266 0.00119898 -0.0103823 -0.016293 0.0172145 -0.0294303 -0.0127774 0.00251548 0.0161927 0.0329357 -0.0486389 0.0373717 0.0429854 -0.0673321 0.0561886 7.82919e-05 -0.00101088 0.000306169 -0.045328 -0.000961081 -0.0310656 0.000925364 0.00511728 -0.000401838
internal_weight=1.31973 0.0245308 0.0191042 0.0136197 1.2952 1.27376 1.26012 1.04694 0.213178 0.188057 0.0529653 0.135092 0.0938852 0.0733293 0.0635158 0.0504793 0.0130365 0.042701 0.0469332 0.0205558 0.0405074 1.02626 0.994112 0.965421 0.0286911 0.949146 0.0559693 0.893177 0.0367319 0.879682
internal_count=2900 219 201 172 2681 2636 2599 1418 1181 1083 292 791 509 371 319 263 56 209 146 138 102 1368 1309 1184 125 1160 121 1039 55 1009
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=13 13 18 0 9 18 17 12 17 16 10 12 16 22 21 0 10 23 10 7 18 17 0 0 20 0 10 0 5 14
split_gain=0.00168979 0.00483211 0.00358357 0.00353623 0.00611922 0.00551164 0.00578348 0.00393234 0.0035079 0.00339186 0.0111176 0.0101238 0.00930419 0.0082108 0.00705907 0.00512635 0.0121706 0.00980124 0.00749002 0.00500186 0.0115384 0.0107276 0.0134398 0.0109013 0.00924637 0.00797689 0.0217596 0.0104135 0.00925033 0.00939423
threshold=95.870416931800023 92.692659421600013 17.140917755100002 98.615332683000005 187.70546222865002 15.606027545000002 199.55131508320002 111.07197117565001 172.46189488870002 15.919962772200003 72.953999827850012 207.71672397260002 15.474963812800002 -0.23557500000000001 3.2821610579500002 96.055920542800024 71.090898343450007 -0.059734999999999996 71.52105164435001 23.789355599150003 13.954623666350001 188.84204146815003 93.972365491700018 94.776214472700005 37.858673296900008 93.679323555450011 66.697957758300021 90.337570099350003 21.893521430150003 371.52535269000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 -6 7 -7 -3 11 15 12 13 -2 -15 16 19 -18 -17 20 -11 -21 24 -24 -23 26 27 28 -26 -30
right_child=2 8 -4 4 5 6 -8 -9 -10 10 -12 -13 -14 14 -16 18 17 -19 -20 21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0027792718982470148 -0.10011594532985342 0.055582582976484919 0.032544509277196813 0.027800542205803625 -0.10007532095650509 0.065888338079496539 -0.085337733747011313 -0.020992799105355297 -0.10006431594402881 -0.00039189502341763043 -0.088415501226733972 0.062298205886281426 0.069403765377997945 0.047840814640169017 -0.035955524793938473 -0.011443864002460103 0.04379957971146297 -0.091757931810958926 0.072202068022683336 0.082974952847072014 -0.054778818151055043 0.069478474887155445 -0.10016505830952226 0.01990534136503912 -0.033661150817106716 0.066184853258351592 -0.083432773428102958 0.063439134636236669 0.044537055924872053 -0.020627490344703105
leaf_weight=0.046880149838844365 0.01100247606079563 0.0017114281917258731 0.034208122792619977 0.017454773310362159 0.011986962557031688 0.0072591599024462985 0.010237375163683282 0.018450837216732907 0.0094069392240072602 0.60884036178497047 0.014246580338692527 0.034687543858254344 0.013637136912645786 0.01653200264456689 0.025651729968963366 0.019595313381614687 0.0068166781823038028 0.024518274376077898 0.023595896447886844 0.019728085351971458 0.041678433026390849 0.027255662196694175 0.019794139795465071 0.012235417031433826 0.047576564599694393 0.021189745766946544 0.026153313805480138 0.034663349175389158 0.059663073676802014 0.035159751620767565
leaf_count=629 60 23 70 55 79 12 76 47 121 876 118 74 21 42 44 27 16 90 26 14 40 20 61 23 49 22 40 36 42 47
internal_value=-0.000151629 -0.0168361 0.000626356 -0.000276299 -0.0228941 -0.041354 -0.0217728 0.00353789 -0.0761059 0.00101624 -0.00068254 0.018466 -0.004287 -0.0231816 -0.00311535 0.000532762 -0.000945423 -0.0622684 0.034253 0.00106892 -0.00387644 0.0116716 0.00671307 -0.0542977 0.0144781 0.00779787 0.00170975 0.0142858 0.00232078 0.0203744
internal_weight=1.30182 0.0579985 1.24382 1.20961 0.0653891 0.0479343 0.0359474 0.02571 0.0111184 1.14422 1.04271 0.101511 0.0668233 0.0531862 0.0421837 1.02846 0.985273 0.031335 0.0431912 0.953938 0.650519 0.303419 0.283691 0.0320296 0.251661 0.224406 0.203216 0.177063 0.142399 0.0948228
internal_count=2900 773 2127 2057 269 214 135 59 144 1788 1547 241 167 146 86 1429 1376 106 53 1270 916 354 340 84 256 236 214 174 138 89
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=22 8 20 22 6 13 0 13 13 17 23 2 19 6 21 9 20 20 23 18 23 14 7 2 20 6 6 20 20 6
split_gain=0.00154184 0.00599914 0.00685022 0.00810697 0.0115204 0.00793815 0.00885021 0.00770892 0.00768236 0.00663105 0.00634538 0.00600309 0.00897128 0.00564616 0.00954183 0.00493963 0.00485067 0.00716338 0.00613258 0.00946988 0.00843027 0.00800055 0.00967802 0.00672446 0.00603825 0.0058658 0.00823139 0.00766151 0.0053095 0.0052126
threshold=-0.062629999999999991 8.9430209551500024 41.028010303750008 -0.060760000000000002 16.305380972600002 113.96105169155001 92.313586825200005 117.68187774410002 117.45604726115 192.00356210945003 0.093295000000000031 192.12593012350001 14.351157895250003 14.855347092800002 6.9984086918000008 219.18262328155001 40.21994457600001 40.08085804200001 0.10211000000000002 13.340835220050002 0.088280000000000011 212.64719038130002 24.122256664450003 177.29625860080003 39.646013290900008 16.245379570700006 13.825323026450002 35.616518500750011 38.318569170500005 11.495268585100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 5 -4 8 6 -2 11 -5 10 -7 12 -6 14 -8 -3 17 18 20 -20 25 22 -22 -23 -25 26 29 -28 -27 -1
right_child=1 15 3 4 7 9 13 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 23 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.068852333018039155 -0.045361721969910868 -0.100117620327978 0.09224515584416422 0.00099409993444918125 -0.088682856553312053 -0.013525131276869063 0.012024813452507587 0.041991844720625893 0.10007022305377022 0.076610054891743717 0.055021227097915772 -0.10018807836127791 0.0053447392953708947 0.044826487048339997 -0.091553262985724235 -0.0063053968566708545 0.0020749676057007765 -0.10026839408023891 0.0055319342301492734 -0.081575244986604623 0.02089538485762886 0.077695201627038565 -0.081266851847473648 -0.059750885758910272 0.067486151374106129 0.057444729215021854 0.008508100137616513 -0.10032674657417205 -0.022480176899605894 0.057138934798946363
leaf_weight=0.0049085381673588122 0.02914590433090325 0.0095611857906447995 0.0075887959683313957 0.078016634195404944 0.017491812294592179 0.027541017428404757 0.092611786881311331 0.0092277790258776804 0.0086989398114383221 0.033697738063892757 0.026498396444367245 0.020546278907332294 0.024166069829789194 0.044236763958906522 0.0098388559985203017 0.013591309899339876 0.59349325832214195 0.0094427376475589853 0.022841099154902622 0.027515279579354845 0.029542623619249753 0.02894142280544898 0.013514578572426217 0.0085865223532852752 0.0065941271850533676 0.012895394558611883 0.008581765985667289 0.026261709361392604 0.023383433135904852 0.0099205780807949395
leaf_count=117 46 41 6 314 71 24 238 12 8 47 19 68 25 35 52 24 1221 19 23 96 33 50 40 47 7 70 27 50 33 37
internal_value=-0.000155459 0.00453716 0.00721121 -0.0087185 -0.0135633 0.017228 0.00496908 -0.0433008 0.010933 0.041796 0.0200868 -0.0559537 -0.0341367 0.0149695 0.00207768 -0.0450466 -0.00272463 -0.0149537 -0.011349 -0.0420644 -0.00241526 0.0194953 -0.0111708 0.0494213 -0.00448203 -0.0246388 -0.0469645 -0.0735213 0.00592932 0.015435
internal_weight=1.27888 0.452459 0.429307 0.165736 0.158148 0.26357 0.175833 0.0714319 0.0867156 0.0877372 0.0540394 0.0622042 0.0416579 0.146687 0.102451 0.0231525 0.826423 0.23293 0.223487 0.0503564 0.173131 0.0871793 0.0430572 0.0441221 0.0151806 0.0859514 0.0496726 0.0348435 0.0362788 0.0148291
internal_count=2900 1030 965 504 498 461 371 176 322 90 43 164 96 325 290 65 1870 649 630 119 511 177 73 104 54 334 231 77 103 154
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=9 3 13 21 7 16 9 19 15 6 5 6 6 0 10 4 6 3 17 21 16 16 7 15 10 19 19 21 7 7
split_gain=0.00153458 0.00327786 0.00457169 0.00334462 0.00375684 0.00314972 0.00239081 0.00664885 0.00606233 0.0056114 0.0101217 0.00756636 0.00948127 0.00531503 0.00926474 0.00562496 0.0064471 0.00488176 0.00511253 0.00478146 0.00443419 0.00523179 0.00585748 0.00378875 0.00376028 0.00498975 0.00469888 0.0156971 0.00750085 0.00815892
threshold=37.256168974800005 66.676450093250011 96.209162656250015 20.770927814650005 23.875242364300004 8.5099800999500008 187.70546222865002 14.451165964200003 37.261389050600009 16.425383776450001 21.197160116700001 16.395383075500003 16.180378051950004 85.716110573100011 61.928633034850002 195.32149859550003 16.575387281250006 76.220476456350013 242.64190980425005 17.123843457500005 22.674946976100003 22.624947093000003 19.041006859700005 23.214301336750001 61.885617704800005 14.651182102100002 14.551174033150001 7.7850244945500009 22.689595575850003 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=1 -1 3 4 -3 -6 7 9 -9 11 -11 12 -2 14 15 -8 -17 18 -15 20 21 22 23 -12 -19 26 28 -28 29 -26
right_child=6 2 -4 -5 5 -7 13 8 -10 10 19 -13 -14 17 -16 16 -18 24 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10004718187739657 0.013001112631057986 0.047653238830606515 -0.10006382136191466 0.10002019614558302 0.094717799798976904 -0.10004174829880169 -0.048901771427933213 0.078989115937613347 0.0080580031523843614 -0.087068549834131481 -0.071085448286993008 0.097418550566615122 -0.10023596277836502 -0.10006316549784838 -0.081203449471642541 0.067228132018816028 -0.020206500412219764 -0.046386203288506844 0.031629312933205471 -0.10013789560745044 -0.046699510350869874 0.082964961356712288 -0.076589864958801879 0.057945410804508782 0.0030036390567491633 0.039512533156350421 -0.071887799776813796 0.040679269171425204 -0.00030522084071113014 0.07918464820948122
leaf_weight=0.0047008222193470886 0.12175185855255566 0.0058979635134619457 0.0041610981848378961 0.0037631805753335365 0.0010066146201097581 0.0047427696280237797 0.018475223533911844 0.023349435621639714 0.024897960234739003 0.017901250277645886 0.0027824910357612262 0.0097618232864533638 0.0078722573693426057 0.0094462778486392729 0.022488478380104482 0.015497254137699201 0.018501409883072029 0.016358502994989976 0.0042851891376614057 0.0042633201395290135 0.010283621579105784 0.011527006785627236 0.0068961474236601808 0.012493578777196035 0.031109878065763041 0.034085972642060369 0.032168298506917381 0.020146002299043175 0.73244732202822149 0.025649465801052429
leaf_count=197 555 28 67 7 3 94 34 15 33 14 48 7 15 175 96 19 41 20 35 19 12 12 101 89 25 29 38 16 1036 20
internal_value=-0.000163176 -0.0250638 -0.00705383 0.0180604 -0.00842025 -0.0659428 0.000326438 0.00897746 0.0423853 0.00113523 -0.0228502 0.0125178 0.00612406 -0.00191232 -0.0275019 -0.00448735 0.0196479 0.000205668 -0.0589658 0.000977354 0.0107786 0.0283186 -9.12885e-05 0.0344428 0.00111659 0.00200406 0.000484771 -0.0285387 0.00240866 0.0374297
internal_weight=1.25871 0.0242724 0.0195716 0.0154105 0.0116473 0.00574938 1.23444 0.253781 0.0482474 0.205533 0.0661474 0.139386 0.129624 0.980659 0.0749624 0.0524739 0.0339987 0.905697 0.0137315 0.0482462 0.0439828 0.0336992 0.0221722 0.0152761 0.891965 0.875607 0.841521 0.0523143 0.789207 0.0567593
internal_count=2900 396 199 132 125 97 2504 920 48 872 295 577 570 1584 190 94 60 1394 210 281 262 250 238 137 1184 1164 1135 54 1081 45
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=8 22 13 17 22 15 7 8 23 8 2 12 22 2 22 10 19 15 10 2 21 2 9 5 15 14 23 16 13 21
split_gain=0.00154556 0.00465352 0.00464402 0.00353361 0.00351363 0.00266341 0.0024262 0.00236779 0.00600166 0.00318613 0.00433017 0.00268539 0.00769915 0.0098349 0.00950337 0.00929444 0.0104548 0.0116003 0.00859344 0.00689807 0.00606722 0.00993786 0.0146323 0.00904934 0.0105524 0.00876935 0.00891143 0.00981202 0.0121355 0.0111609
threshold=9.5425530862500008 0.022230000000000003 119.04223755815001 161.95900874150001 -0.14581999999999998 27.576031546750006 17.407776082150004 8.8430989333000021 0.10371000000000001 8.7431769115000026 100.60547560250002 148.24135922650004 -0.10518999999999999 120.54857872840002 -0.088329999999999992 61.944763783650011 14.351157895250003 31.385732506450001 69.873026810350026 128.59294673040003 2.6263314141000005 189.32640726775003 192.09062119805003 20.717225865800003 33.202295547750005 224.07668108470003 0.099010000000000029 22.634947069650003 117.47217800995001 0.48873335625000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 -2 -4 -1 9 -9 11 -11 12 18 14 -14 -16 17 -17 -5 -13 25 22 -22 24 -24 -21 27 28 29 -27
right_child=1 -3 5 7 -6 -7 -8 8 -10 10 -12 19 13 -15 15 16 -18 -19 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.070381034266992992 0.0045112024350594518 -0.045452082381869555 0.030829542304604596 0.049905114667244947 0.091906699877041642 -0.10009376212742926 -0.090735119938611761 0.00095585696227891166 -0.082293213276932703 -0.0096025994189313513 0.0558726331957064 -0.057347959844638058 -0.039199002719815024 0.063720116743501379 -0.052744263494117066 0.013542246355980395 0.04408511050278615 -0.046080804297622839 -0.01036759680445086 0.097844800987508015 0.01982823505311854 0.0051557470538891106 -0.030966123044665263 -0.058619597300901008 0.07334661849491303 -0.041398665003123745 0.055293229267955879 0.053145375767735738 -0.1003226009932241 0.027241145509032529
leaf_weight=0.0010895920857193478 0.0087369527342389102 0.0069558055335576787 0.0019846850256896031 0.070491447273155927 0.0097157993821780381 0.0071575624113222602 0.0065726690913803232 0.030183958725615301 0.012144068776642314 0.017415992024325422 0.02404728874535067 0.023259618462361686 0.066766019065653381 0.021817705040110269 0.026443944504801808 0.11197233921575267 0.063959412887925282 0.046052594751927245 0.035602396555105997 0.01158840450989379 0.055726191912583545 0.26036524008322548 0.045028240273271791 0.096773970485429572 0.012359789102447394 0.042430001158263897 0.032105344350153719 0.025124043369942228 0.014811174996339105 0.053632027589776143
leaf_count=17 20 24 21 110 23 46 159 42 24 14 31 27 78 54 29 211 42 45 143 11 219 789 117 79 24 236 77 35 18 135
internal_value=-0.000158019 0.0242519 -0.000667689 -0.000130219 0.0505269 -0.0716717 -0.067824 0.000301984 -0.0229286 0.00115129 0.0283708 0.000140273 0.00618576 -0.00121013 -0.00570459 0.00329716 0.00997311 -0.00383347 0.0296791 -0.00383889 -0.00192396 -0.00789643 -0.0240876 -0.0399622 -0.00850005 0.0137061 0.00790584 -0.00328107 -0.0160674 -0.00307663
internal_weight=1.24231 0.0254086 1.21691 1.20776 0.0184528 0.00914225 0.00766226 1.2001 0.042328 1.15777 0.0414633 1.11631 0.443106 0.337012 0.315194 0.248428 0.221984 0.158025 0.106094 0.673204 0.649944 0.470253 0.209888 0.154162 0.057388 0.179691 0.168103 0.135997 0.110873 0.096062
internal_count=2900 67 2833 2766 43 67 176 2590 66 2524 45 2479 712 459 405 327 298 256 253 1767 1740 1228 439 220 141 512 501 424 389 371
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=15 19 5 15 9 23 16 15 22 16 16 4 3 19 22 4 15 22 21 22 15 9 9 10 5 21 0 23 8 20
split_gain=0.00170568 0.00588943 0.00924514 0.00825958 0.00680313 0.00418982 0.00486818 0.00248884 0.004905 0.00303989 0.00562131 0.00434302 0.0100033 0.00482951 0.00216784 0.00821412 0.00850136 0.00784323 0.00749549 0.00828901 0.00728756 0.00719117 0.0136604 0.00852575 0.00756167 0.00683584 0.00634873 0.00606235 0.00960885 0.00554447
threshold=44.34858359035001 14.451165964200003 24.375372008600007 46.574831689400007 206.65653280825003 0.092290000000000025 22.674946976100003 43.132842597400007 -0.079824999999999993 22.674946976100003 22.654947022900004 251.72785308670004 93.82450029455002 14.551174033150001 -0.10098 239.70509694970005 36.040858416950009 -0.11808 3.4240268213500005 -0.59309999999999985 24.511023953300004 201.44620319810005 189.78071820640002 67.203387886850024 17.671168838450004 4.2495965418000008 98.031937268650012 -0.22253999999999999 8.1436447804000007 47.833738492450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 -5 6 -4 9 -9 10 14 12 -11 -14 15 16 18 21 20 -20 26 22 27 -23 -25 -21 -1 -17 29 -29
right_child=1 3 5 4 -6 -7 -8 8 -10 11 -12 -13 13 -15 -16 17 -18 -19 19 25 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.075745033698328745 -0.077428396190047155 0.059364816843738455 -0.10007531504223616 -0.10008694620352938 0.034272787127379682 0.057626884164950758 0.024392819313547691 -0.012606513090803293 0.059733393052662155 -0.086504123103044714 0.035903114552360456 0.027779477478829064 0.022666660396933505 -0.04468455755779218 -0.0033958388186687838 0.030198236430403487 0.066586353491151606 -0.10027048857633768 0.091303870336071125 -0.10029434800226295 0.058061413602122615 0.093713800833493136 -0.085291817295843231 0.024052852641886065 -0.10012632326931913 -0.0086674106000892252 0.057826691531995579 -0.096523414212369887 0.10009610552843236 -0.011969134203080989
leaf_weight=0.0090159633434488962 0.025838243332714339 0.020070463149977513 0.0054432024303423532 0.0082081907024758038 0.0069673378798995609 0.010179107716563607 0.0074337797584576037 0.017501572385071995 0.020181404190225183 0.021188222839555126 0.045367661383352242 0.016299093269651621 0.027744350774014492 0.017276188194045972 0.65489758727867031 0.037108138334594365 0.03409619367448613 0.0090727422479137676 0.0071717053042448234 0.0095172322048711067 0.04331285547243624 0.013936489043771871 0.023907240329094748 0.024807593010137019 0.0061117534942241028 0.056359527749222593 0.0058785953914082265 0.013368167598338365 0.0051224640337750307 0.018469850322350823
leaf_count=58 53 32 35 43 12 30 15 16 28 14 38 35 30 31 1368 150 21 32 13 18 83 16 39 106 15 170 32 197 2 168
internal_value=-0.000150788 -0.0138897 -0.0363523 0.0172711 -0.0384002 0.00968035 -0.0282208 0.000865285 0.0261357 -3.85551e-07 0.00149655 -0.0184612 -0.0298446 -0.00317871 -0.000109107 0.00667554 0.0220981 -0.0101123 0.0105414 -0.0107903 0.0373119 -0.00438541 -0.0195677 0.0287764 -0.000493349 -0.0219048 -0.0230268 0.00164617 -0.02702 -0.0474718
internal_weight=1.22185 0.0841403 0.0488943 0.035246 0.0151755 0.0230561 0.012877 1.13771 0.037683 1.10003 1.01752 0.0825079 0.0662088 0.0450205 0.972154 0.317257 0.165352 0.151904 0.131256 0.0730485 0.0582074 0.142832 0.0979759 0.0448558 0.0309193 0.0658768 0.0148946 0.0740686 0.0369605 0.031838
internal_count=2900 220 133 87 55 80 50 2680 44 2636 2526 110 75 61 2488 1120 395 725 374 201 173 693 556 137 121 188 90 517 367 365
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=3 2 20 17 17 3 2 8 17 8 7 18 21 20 9 6 0 17 21 20 20 0 17 2 15 7 4 10 5 16
split_gain=0.00176253 0.00313278 0.00236139 0.00193778 0.0109988 0.00416313 0.00425161 0.00407363 0.00669343 0.0051878 0.00454176 0.0127204 0.00762504 0.00989141 0.00826812 0.00651546 0.00932179 0.00695222 0.0068195 0.00498422 0.00412779 0.0120077 0.0074101 0.00669995 0.0048474 0.0043125 0.0108811 0.00971129 0.00681789 0.0136733
threshold=108.42013948475001 170.32456123625002 44.921040431000009 182.28951942140003 183.58889821140002 94.92945658615001 59.615984903700003 8.8430989333000021 196.65693750130004 8.7431769115000026 22.806258769100005 13.197799034350002 1.9498618639500001 39.56957118270001 193.75542554275003 16.385382841850003 86.036037090600004 188.16174763880002 9.6758169699000014 42.131954243650007 36.625813070500008 93.679323555450011 199.41622983390002 71.847610775600018 27.471913688500003 23.102607264700001 229.01066513960004 61.944763783650011 21.850554661550003 22.494947397000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 -6 9 -9 10 12 -12 -8 -14 15 16 -15 18 -17 -19 21 -13 -23 -22 -24 26 -25 -28 29 -27
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 11 20 13 14 -16 17 -18 19 -20 -21 23 22 24 25 -26 28 27 -29 -30 -31
leaf_value=0.010625224210128082 -0.10001332638442001 -0.10013461812155913 0.06175484704519274 -0.06046400034699291 -0.046066861631120809 -0.064912163585000016 -0.032893507640769606 -0.083621658363748741 0.0023815587036179271 0.043381642843315207 -0.08773278099283062 0.063269672255894527 0.097155320378819063 -0.10030588024157941 0.084899521328990216 -0.050244710377738235 0.0096570356866411394 0.07915583741241318 0.030192530204116663 0.01261379953525704 -0.063199367653745939 -0.10017064112295704 0.055919256599658462 0.022727003174745804 -0.048543015179368772 0.0053697661729282644 0.010413801688964067 -0.095761761934255576 0.019432195010006995 -0.039027364242792351
leaf_weight=0.15468590528483073 0.0012537690695227921 0.0047608062373569737 0.0032195036942539446 0.030571017982298332 0.0187900922838935 0.0096603114537554546 0.026983706998862544 0.014482797262544977 0.024121200944051679 0.031160754206212005 0.016759971037330956 0.035417799342539524 0.016801303355066466 0.012178144062545471 0.015374666218860966 0.019988107257290721 0.021007722959410557 0.024470919450550355 0.022297800846899918 0.020845331114742294 0.017383539235812151 0.0088669444975170153 0.010412243567540336 0.028182860347442329 0.0077472999390935096 0.30995450370383004 0.013138221460394561 0.025018685135535179 0.1682611962216356 0.089369552410516917
leaf_count=667 85 46 6 72 38 50 43 26 37 37 36 30 23 13 17 20 88 19 22 30 29 78 82 17 27 931 7 46 189 89
internal_value=-0.000153667 -0.0436747 0.0164145 0.000182932 -0.00137134 0.000419642 0.00105139 0.00195461 -0.0298837 0.00325989 0.00188671 -0.00161871 0.0161173 0.0247631 0.0158305 0.00703893 -0.0306958 0.0213338 -0.00782931 0.0485467 0.000403376 0.0249636 -0.025236 -0.00195134 0.0113531 -0.000271788 -0.0243972 -0.0592033 0.002548 -0.0045664
internal_weight=1.20317 0.00923408 0.00447327 1.19393 1.03925 1.00868 0.999015 0.980225 0.038604 0.941621 0.910461 0.730513 0.179948 0.152964 0.136163 0.120788 0.0331859 0.0876022 0.0422859 0.0453163 0.713753 0.0624443 0.0270265 0.651309 0.0181595 0.633925 0.0663398 0.0381569 0.567585 0.399324
internal_count=2900 137 91 2763 2096 2024 1974 1936 63 1873 1836 1561 275 232 209 192 101 91 42 49 1525 217 187 1308 109 1279 70 53 1209 1020
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=15 20 22 6 6 23 0 8 3 15 6 0 3 9 21 6 6 7 18 6 20 3 20 18 19 0 6 17 22 0
split_gain=0.00173068 0.00537054 0.00576238 0.00876082 0.00624093 0.00468024 0.00462747 0.00250671 0.00212927 0.00197627 0.00489958 0.00304024 0.00614217 0.0059301 0.0071093 0.00670445 0.00577057 0.00454119 0.00479121 0.0042439 0.00943068 0.0104334 0.0129772 0.00842324 0.0071588 0.00633827 0.00971725 0.00669005 0.0174774 0.0104614
threshold=44.34858359035001 43.124157941850008 0.022230000000000003 16.405383309150004 16.505385645700006 0.092290000000000025 85.328972602300013 8.543332867800002 93.077108934250006 43.132842597400007 16.475384944750001 85.716110573100011 93.82450029455002 187.38923140910003 0.61177024580000017 16.575387281250006 16.475384944750001 21.841300704500004 12.386025881750003 16.455384477450004 38.771633980050005 92.751805500450018 42.852084787850011 13.316069313700003 14.351157895250003 86.001087134900004 15.925372093750001 201.37020668845003 -0.083135000000000001 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=9 2 3 -2 5 7 -6 -5 -3 11 -11 13 19 15 -15 16 -1 18 -17 25 -21 -22 23 24 -23 -13 -27 29 -29 -28
right_child=1 8 -4 4 6 -7 -8 -9 -10 10 -12 12 -14 14 -16 17 -18 -19 -20 20 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.010063945491922334 -0.096955853063687675 0.088721523438568872 0.051767824406094481 -0.056068501725757315 0.0070531037893849713 0.072785481474704053 -0.10012867401746109 0.029500594024744715 0.007824373606349749 -0.011331301721615979 0.061984702572936028 -0.051403461036114907 0.046464678056034221 0.026610774099306483 -0.063799916219944408 0.038822673554032384 -0.068687183521619607 0.099968936390975316 -0.10009531209489597 0.043681271388271992 -0.075692602396520231 -0.048365683364654723 0.063765423170859509 -0.072733681546360271 0.023501849603692771 -0.001680280409192751 -0.0012177256440785015 0.052495899202887691 -0.056727685779689202 0.057227380995093474
leaf_weight=0.022992923061539439 0.017222135028177488 0.0058775731595233083 0.008336132248928152 0.0074681641324332304 0.0066021308892061361 0.010088680815588447 0.010331778079144982 0.0063212090697675194 0.0072878907155882189 0.019054417572533455 0.017474291380494833 0.020429062089533545 0.029971604235470295 0.011432338447775692 0.036355381593047298 0.012901498653485888 0.015629834474793824 0.0093053203768249659 0.0030743376677975212 0.023778886727995996 0.030857840021781158 0.022969301033299416 0.019626951849204488 0.026879199051904834 0.034950592118548229 0.55376278693444181 0.047232550336048007 0.028423983900211169 0.030232544244427118 0.087109762724139728
leaf_count=96 43 6 19 29 17 18 37 15 36 25 19 16 16 10 97 149 37 8 69 26 34 28 13 42 28 1829 31 27 23 57
internal_value=-0.000156922 -0.014404 -0.0259774 -0.0371449 -0.0119054 0.021026 -0.058341 -0.0168426 0.04394 0.000869072 0.023741 8.67246e-05 0.00191027 -0.0155252 -0.0421708 0.00440062 -0.021805 0.0444357 0.0120898 0.00046858 -0.0143971 -0.0246056 -0.00950936 -0.026469 -0.00499867 0.0035507 0.00505408 0.0243767 -0.00379974 0.036679
internal_weight=1.18398 0.0795357 0.0663702 0.0580341 0.040812 0.0238781 0.0169339 0.0137894 0.0131655 1.10445 0.0365287 1.06792 0.956225 0.111692 0.0477877 0.0639039 0.0386228 0.0252812 0.0159758 0.926253 0.159063 0.135284 0.104426 0.0847991 0.0579199 0.767191 0.746762 0.192999 0.0586565 0.134342
internal_count=2900 220 178 159 116 62 54 44 42 2680 44 2636 2170 466 107 359 133 226 218 2154 171 145 111 98 56 1983 1967 138 50 88
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=22 20 13 2 17 7 4 0 14 23 23 23 15 7 5 15 0 22 5 20 9 20 22 19 8 18 16 22 15 22
split_gain=0.0015498 0.00485059 0.0109813 0.00807048 0.00779334 0.0111883 0.006741 0.00640096 0.00632072 0.00574159 0.00709718 0.00555923 0.00752635 0.0109172 0.0056595 0.00546145 0.0114317 0.00573504 0.00567284 0.00481257 0.00467294 0.00386814 0.00601893 0.0105813 0.00868458 0.00799278 0.00898171 0.0064318 0.00789497 0.00862622
threshold=-0.062629999999999991 41.558544840500012 98.238948544700023 187.77144079505004 199.71712621985003 24.325858835450003 331.45628715010008 102.11570516885001 284.7527778226501 0.087530000000000011 0.077470000000000025 0.10661000000000002 30.124327028350006 22.660992635700001 17.886193876600004 32.393814985100008 86.345209775600011 0.06041500000000001 22.504913082700003 40.21994457600001 194.59941400375001 41.134354310300004 -0.090694999999999998 13.251069136700002 8.543332867800002 13.832542267500001 19.214955067100004 -0.094344999999999998 38.198215516250009 -0.13820499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 -2 4 11 -6 -5 8 15 10 -10 12 14 -14 20 17 18 -3 -17 -8 -4 22 27 -24 25 -25 -27 28 29 -1
right_child=1 7 3 6 5 -7 19 -9 9 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.017541206796742963 -0.10005931206220038 -0.10013347939041772 0.062313804420786705 0.064689223731995107 -0.10031262654365357 0.0037639570634454994 -0.058291121976062656 0.050481334104976829 -0.065860907689180515 -0.071196201599796505 0.074297674820240883 0.056629159282512657 0.031675989952045118 -0.04280919454212738 0.078147491444232067 -0.10017426185388074 0.071000726033983191 0.020611358842505614 0.014706282814412927 0.042053105985000346 -0.0048640287974405253 0.0028222006859156797 -0.091268776154719539 0.04034100705097541 -0.075202435869783188 0.027050595600345347 -0.10027306952443232 0.061267824978838328 -0.046162241720220848 0.032526786565595787
leaf_weight=0.079957013170978586 0.00858818641297876 0.0090023663725453673 0.014474840987418247 0.048667824584526898 0.015490574005525559 0.030998972887459786 0.009052496425681511 0.014110047282753779 0.0072048497162526814 0.032905730387255971 0.0072465470186671155 0.027245954640569892 0.03281734174106532 0.049145837776904955 0.019061905996437645 0.0079861763491635429 0.021384081906035135 0.0069865116710303701 0.0093085731305251329 0.010126020310281092 0.03637810553482268 0.45885075277354037 0.02328957816926247 0.030171049609634792 0.017123845136666205 0.010724350636792224 0.011461730516202806 0.014844949705482557 0.040394586799834542 0.060409935439729168
leaf_count=402 164 89 22 71 15 48 22 108 40 73 21 27 38 45 41 14 28 64 33 28 39 1083 101 26 19 26 16 22 57 118
internal_value=-0.000153596 0.00472103 0.0113992 0.0146611 0.00556704 -0.0309149 0.044902 -0.0126478 -0.0213786 -0.0481211 0.00442059 0.0150355 0.00757388 -0.012986 0.0316768 0.00178778 0.0221095 -0.0473727 -0.038342 -0.00531061 0.0142575 -0.00288166 -0.0119574 -0.0329354 -0.0133825 0.00683627 -0.0387271 -0.00200805 -0.00720455 0.00400663
internal_weight=1.16541 0.418183 0.302048 0.29346 0.225614 0.0464895 0.0678463 0.116135 0.102025 0.0473571 0.0144514 0.179124 0.151878 0.0819632 0.0699149 0.0546677 0.0386788 0.0159889 0.0172947 0.0191785 0.0508529 0.747228 0.288377 0.0927706 0.069481 0.0523571 0.0221861 0.195606 0.180762 0.140367
internal_count=2900 1030 560 396 275 63 121 470 362 134 61 212 185 83 102 228 75 153 47 50 61 1870 787 188 87 68 42 599 577 520
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=20 21 21 20 22 18 3 7 7 18 18 17 23 22 7 17 0 20 12 18 18 20 20 2 13 15 19 15 5 21
split_gain=0.00158861 0.00301111 0.00331039 0.00287183 0.00309939 0.00264345 0.00260018 0.00341925 0.00302654 0.00306321 0.00867779 0.00579698 0.00620231 0.00474263 0.00347118 0.00732207 0.0078235 0.00948168 0.00727139 0.00495602 0.00671559 0.0083609 0.0106797 0.00485005 0.00400406 0.00480024 0.00563847 0.00535512 0.00761285 0.00786783
threshold=49.275256100300005 19.652007205700002 3.4240268213500005 47.833738492450003 -0.23557500000000001 18.324911823050005 103.44111502715002 17.605734992150001 19.874819532250005 12.903279561150002 12.868666868750003 177.48499193625003 0.10332500000000001 -0.075174999999999992 22.597569836950004 188.54236693505001 85.678472159250006 41.840895355800008 182.08133432705003 13.042786209850002 13.197799034350002 42.131954243650007 41.261521012900012 111.23922738415001 98.238948544700023 20.609775022200004 12.250988447150002 23.969938375100003 16.579584939650001 5.6596500893500012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 -8 -1 10 11 -10 13 -13 15 16 -11 -18 -19 -16 21 22 -21 -17 -22 26 -26 28 29 -27
right_child=1 -3 5 4 -6 -7 7 -9 9 14 -12 12 -14 -15 19 23 17 18 -20 20 24 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.050163964278043663 0.028097346025278497 0.025323838759564617 -0.10006601663196756 -0.035495926010861586 0.039426663110822636 0.05514403944996378 0.050611983098701199 -0.081702350746808233 -0.073164769760405604 -0.082465022474397798 -0.082280888129520779 0.00090840899564798797 -0.035465004304141672 0.082546833848632983 0.046775774345070006 0.066947122014419019 0.074196512547975393 -0.067348092132216084 0.037907715088438321 -0.066420115274660671 -0.029157530576737679 -0.10019739361312995 0.034796994635099658 0.0012562439197307609 0.058337635170395169 0.015850179754280269 -0.018970361871843585 0.0022096189872990038 -0.10017532456644745 -0.074350716831759492
leaf_weight=0.011837011967601785 0.0036800936613873301 0.0072833312742659464 0.0093945327977138504 0.0066362816734084609 0.032866296742966372 0.0012424384963707355 0.0025748874589835999 0.0080874277171441022 0.0092063490504158407 0.011113681128584574 0.017324730422046741 0.014108824836952749 0.01617339037895249 0.014356929647760808 0.020957250299616703 0.033982812771014892 0.015476244971639019 0.015909112677761073 0.011172659655741768 0.01969214122016183 0.044811964536951687 0.014841891886977265 0.022149907097627874 0.016793313983555436 0.029759290688389228 0.032534225966145414 0.01381356840238368 0.66162270375193089 0.012055412040353986 0.013760040263917972
leaf_count=45 10 26 147 23 77 36 36 179 61 52 21 24 20 19 34 34 31 34 54 26 627 35 17 53 55 72 33 940 22 57
internal_value=-0.000161141 -0.0270235 -0.0536534 0.00035526 0.02684 -0.0819369 -0.000609779 -0.0497492 -0.000121691 -0.000682375 -0.0207211 -0.000914359 0.0139865 0.0420834 0.000757545 0.0179996 -0.00775315 0.0117572 -0.0239245 -0.00127508 -0.0024392 -0.0357125 -0.0128389 0.045221 -0.000105998 0.00159902 0.0338293 -0.000351564 -0.0293926 -0.0109602
internal_weight=1.14522 0.0216004 0.0143171 1.12362 0.0395026 0.010637 1.08412 0.0106623 1.07345 1.06162 0.0711702 0.0538455 0.0446391 0.0284658 0.990446 0.104448 0.0536717 0.042558 0.0270818 0.885998 0.865041 0.0566839 0.041842 0.0507761 0.808357 0.763545 0.0435729 0.719972 0.0583497 0.0462943
internal_count=2900 219 193 2681 100 183 2581 215 2366 2321 145 124 63 43 2176 258 171 119 88 1918 1884 78 43 87 1806 1179 88 1091 151 129
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=20 15 20 16 7 7 22 0 18 23 23 6 21 23 21 23 20 15 19 2 22 22 13 13 22 15 19 16 15 15
split_gain=0.00144085 0.00375189 0.00205021 0.00347018 0.00224623 0.00220486 0.00205408 0.00490309 0.0119257 0.00947306 0.0136344 0.00813488 0.00796023 0.0106727 0.00729571 0.00421546 0.004151 0.00624572 0.00779835 0.00913842 0.00532311 0.00636559 0.00531576 0.0106967 0.00827694 0.0122344 0.0110227 0.0118054 0.00842119 0.00738441
threshold=32.785955158400007 36.282341310300005 34.542090938800008 19.154955207400004 23.608704471050004 25.967949918250003 -0.065399999999999986 86.280686780500005 13.809421053700001 0.095645000000000022 0.084365000000000009 16.305380972600002 16.027392061700002 0.10461500000000003 13.687513146100002 -0.22831499999999999 39.788107623550012 14.238592260450002 14.351157895250003 104.42372959990001 -0.095019999999999993 -0.101965 117.38883580790001 117.47217800995001 -0.08459499999999999 37.434800281900003 14.351157895250003 20.514952027100005 35.194695975650014 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=1 -1 3 4 -2 -6 16 12 9 10 -9 15 13 14 -8 -10 17 -4 20 -20 21 -19 24 -24 25 26 27 29 -26 -18
right_child=2 -3 6 -5 5 -7 7 8 11 -11 -12 -13 -14 -15 -16 -17 22 18 19 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.079820044820198929 0.039626314653745623 0.044868390731481099 0.080846272063351043 0.057762888524279125 -0.1000750155678477 0.016430249175694238 0.0051498811607246517 0.066818395359324337 -0.063880294150268357 0.081977197636902852 -0.042254027056041983 -0.060421285351209157 0.07848547088899005 -0.096743210545063782 -0.1002803449116217 0.0083521856833032575 0.011951890764666247 -0.04243756190774866 0.044579867503093451 -0.034788154222714987 -0.077660164311420102 0.039663606098352136 -0.064994901057088675 -0.0026447874483701058 -0.0031214014718227521 0.070504737868573725 -0.078102182922779415 0.081014947570285004 -0.10025740007594737 -0.051163192614596377
leaf_weight=0.0069839470448075369 0.0044869652306259722 0.0036873504286631942 0.0060485604984631394 0.015712808031821623 0.0039214208065345701 0.0027730946262392031 0.058668323515748466 0.023503546576620238 0.0084243795665202015 0.036355707853203967 0.022366830010014382 0.020666305719714728 0.0082431922987495909 0.016414507548219603 0.0073903214832853328 0.19731037347687286 0.16113229605934765 0.042862998578991451 0.029258854250656441 0.028773523342806584 0.028407790450302173 0.01211224755678586 0.031533828710848866 0.21591925966438907 0.031062772744143152 0.03559370521963956 0.014139888583258653 0.022803545638453215 0.012523378030437016 0.020947309410459525
leaf_count=164 20 4 75 16 21 27 197 31 56 36 27 26 17 45 15 518 668 191 25 24 83 15 35 281 92 41 23 22 17 88
internal_value=-0.000164048 -0.0367353 0.000184601 0.0274611 -0.0151207 -0.0518146 -0.000486891 0.00522574 0.0112332 0.0438513 0.0136336 -0.000613353 -0.0152121 -0.0245772 -0.00664514 0.00539443 -0.00377824 -0.0186646 -0.0229208 0.00522774 -0.0425115 -0.0243489 0.00024481 -0.0105903 0.00923593 0.016129 0.00729228 0.0131857 -0.031031 0.00469083
internal_weight=1.13003 0.0106713 1.11936 0.0268943 0.0111815 0.00669452 1.09246 0.399343 0.308627 0.0822261 0.0458704 0.226401 0.0907163 0.0824732 0.0660586 0.205735 0.69312 0.147464 0.141415 0.0580324 0.083383 0.0549752 0.545656 0.247453 0.298203 0.254617 0.219023 0.204883 0.0435862 0.18208
internal_count=2900 168 2732 84 68 48 2648 968 694 94 58 600 274 257 212 574 1680 413 338 49 289 206 1267 316 951 842 801 778 109 756
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=17 21 2 7 12 17 17 7 5 4 8 15 15 3 5 15 2 8 10 15 8 8 20 5 20 13 10 0 17 15
split_gain=0.00149028 0.00582931 0.00345778 0.00488376 0.00282084 0.00278371 0.00951276 0.00363627 0.00568477 0.00460474 0.00681679 0.00549346 0.00408151 0.00369814 0.00369752 0.00380148 0.00352022 0.00410073 0.00523331 0.00457865 0.00353551 0.00339708 0.00452242 0.00312937 0.0029066 0.01016 0.00907914 0.0100127 0.00652825 0.00406055
threshold=168.45154159730004 0.66871128820000014 215.60007756200005 17.605734992150001 255.91119495340004 182.28951942140003 183.58889821140002 24.176224535650004 19.221712148250003 171.27730165960003 8.4434108459500017 26.410889167300002 22.863620006050002 94.507368659650012 13.697488545350001 12.209425427750002 59.615984903700003 8.8430989333000021 62.55235532115001 32.540328261750005 8.7431769115000026 8.1436447804000007 42.929886289700008 21.324133279950001 36.625813070500008 113.85351336640001 66.318885161900013 93.679323555450011 199.41622983390002 27.471913688500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -7 8 21 -10 11 12 13 -11 15 -9 -8 20 -19 -20 24 22 -2 -13 25 26 -18 -28 -29 -30
right_child=5 2 4 -5 -6 6 16 14 9 10 -12 23 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.03429667698766406 -0.055564162965528109 0.056639549730171518 0.075463715624873098 -0.10013928616801351 -0.052706600692790706 -0.05876971698539292 -0.043756054275545408 -0.10006848608201085 -0.040206045687869174 0.026484107126013397 0.082848420241260601 0.0025566167784926586 0.078156884591031373 -0.080403741261153697 -0.070243935956790279 0.064023886694048279 -0.10027286497356347 -0.082328485545792057 -0.051834870248772237 0.033632707527005833 0.036338368998486935 0.083216603546153289 0.05800454188593758 -0.10016523534172179 -0.0002355487182149745 0.094222115293496431 0.069618821730119851 -0.10015566728848113 0.052515592543426692 -0.046019273445076087
leaf_weight=0.012510795986064527 0.0052279612431787017 0.0023348893203518619 0.003274467125066848 0.013332100098362387 0.0036104584343112922 0.027947627983287759 0.017676375166388425 0.0018715453654960515 0.016847336577399119 0.010607534268061158 0.012894199278889573 0.0051435645436868072 0.009211052241539619 0.0046583765699921295 0.0093012785356449967 0.0057473636129445893 0.0076092764807640925 0.012985845989746281 0.011266431105994457 0.014128440092463279 0.0301781384878268 0.019080737576587126 0.010647485389654321 0.0070043779406887552 0.77479376487002849 0.014923992857802659 0.020450923283533484 0.0078664801080406965 0.0096867714222046986 0.0073597092531534338
leaf_count=88 21 36 14 199 47 72 39 40 38 40 23 4 27 51 39 46 11 43 25 18 40 14 33 44 1619 19 19 81 83 27
internal_value=-0.000159033 -0.0204472 -0.0508166 -0.0767742 0.00825114 0.000502623 -0.00128611 0.0149778 0.022144 0.00495343 0.0203175 -0.00169714 0.0255868 -0.00613261 -0.0279354 0.0237154 0.000443344 0.00130072 -0.0306904 -0.00428497 0.0027074 0.0547814 0.0206051 -0.0566717 0.00150302 0.0213423 0.000810047 0.0177656 -0.0248005 0.00997379
internal_weight=1.11018 0.0350627 0.0225519 0.015667 0.00688493 1.07512 0.956874 0.118243 0.101323 0.0663664 0.0495191 0.0366249 0.024477 0.0152659 0.0169202 0.00761891 0.928926 0.91125 0.0383807 0.0253949 0.872869 0.0349562 0.0158754 0.0121479 0.842691 0.0678972 0.0529732 0.0453639 0.024913 0.0170465
internal_count=2900 384 296 235 61 2516 2096 420 295 227 189 166 118 91 125 86 2024 1985 86 43 1899 68 54 48 1859 240 221 210 191 110
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=17 6 13 9 17 21 23 12 2 23 14 2 22 19 2 7 7 16 0 6 7 5 22 22 15 0 0 4 16 16
split_gain=0.00282135 0.0024163 0.00452591 0.00210384 0.00180842 0.00424216 0.00364164 0.00307553 0.00291244 0.00494878 0.00236574 0.00297431 0.00791 0.00517755 0.00427609 0.00238295 0.00855114 0.00399031 0.00377801 0.00943993 0.0115824 0.00731076 0.00952757 0.00821325 0.0072903 0.0059027 0.0119544 0.00591834 0.00515607 0.00898756
threshold=157.96759137085004 20.305474434200004 119.04223755815001 71.82068887245002 168.45154159730004 2.9845679401500003 -0.23472499999999999 66.834523482800009 59.615984903700003 0.083185000000000023 155.96809095785002 70.507592614000018 0.010100000000000003 12.751028791950002 71.847610775600018 23.789355599150003 23.856905110850004 22.694946929300002 88.76213363490001 15.925372093750001 24.176224535650004 18.725555412050003 -0.040019999999999993 0.072320000000000023 40.896729687200008 93.262612545250008 93.972365491700018 178.77399478955002 18.684956306450005 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=-1 2 4 -4 5 -2 -7 -6 9 -9 -10 12 13 -12 -13 -16 -17 18 24 20 -20 25 -23 -24 -18 -22 -27 -28 29 -29
right_child=1 -3 3 -5 7 6 -8 8 10 -11 11 14 -14 -15 15 16 17 -19 19 -21 21 22 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.084984428448165519 0.02984789427703409 0.046973583313248628 0.029977841599289623 -0.10007567233170137 0.053239291400334149 -0.0036784426809236877 -0.10013048091058635 0.021470625126011549 0.037909414203825195 -0.064162368874117165 -0.0054541129490371047 0.057519484104651908 0.038257756472169363 -0.1002071425373635 -0.0040687032176902017 0.07977725614110498 -0.057991241124649484 0.074925101346722603 0.057196346629540762 0.054621902585927251 -0.10010973739344189 -0.069445049542064666 0.056154959959150846 -0.048827758262389886 0.0067175481328383309 0.09152529507517114 -0.08343273160592303 0.0023933743905206499 0.048371094737518675 -0.10011342518285747
leaf_weight=0.0039062464657836351 0.0086169132194190423 0.010912626210270449 0.0015389720001620644 0.0064864094767074221 0.011094516899902263 0.0070386041089509624 0.0088192557305708519 0.010969397635562816 0.017253476486075447 0.01753909788396868 0.0098114091027383665 0.013491457080817781 0.012061799977118426 0.01398936351151292 0.4845726027917987 0.015185502742497192 0.028545187357394752 0.0076778069669671814 0.032945945605455051 0.03648794126638677 0.0054022096289827451 0.035875092081482762 0.015906311734454448 0.014020912749401759 0.044635963271730361 0.015116905596642027 0.0082799001053786014 0.16692785900646401 0.022115051441687683 0.0090153010798985633
leaf_count=96 96 24 15 55 14 56 115 16 18 38 15 12 16 27 890 17 33 14 56 40 14 110 31 21 47 22 22 901 38 31
internal_value=-0.000149739 0.000153635 -0.000318826 -0.0751362 0.000240556 -0.0266303 -0.0573197 0.000867542 0.00030768 -0.0312128 0.00119799 0.00055952 -0.0277138 -0.061147 0.00161992 0.00081992 0.00599062 0.00346103 0.00220048 0.00638879 0.000983696 -0.0053444 -0.0346909 0.00697053 -0.0185229 0.00316784 0.00568721 -0.000601524 0.00286127 -0.00285906
internal_weight=1.09624 1.09233 1.08142 0.00802538 1.0734 0.0244748 0.0158579 1.04892 1.03783 0.0285085 1.00932 0.992065 0.0358626 0.0238008 0.956202 0.94271 0.458138 0.442952 0.435275 0.362093 0.325605 0.29266 0.0658023 0.0299272 0.0731812 0.226857 0.221455 0.206338 0.198058 0.175943
internal_count=2900 2804 2780 70 2710 267 171 2443 2429 54 2375 2357 58 42 2299 2287 1397 1380 1366 1286 1246 1190 162 52 80 1028 1014 992 970 932
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=15 20 22 6 6 6 23 10 13 16 10 13 20 18 5 23 0 23 18 2 8 15 20 20 21 0 9 22 22 9
split_gain=0.00161178 0.00452585 0.00454258 0.00737934 0.0048022 0.00511274 0.00396296 0.00206752 0.001884 0.0128299 0.0109255 0.0135288 0.00504137 0.0085726 0.00772238 0.0201385 0.0142536 0.00789425 0.00689097 0.00576714 0.00660143 0.009626 0.00550811 0.0116371 0.0081233 0.00905375 0.0080601 0.00888533 0.0085941 0.00775399
threshold=44.34858359035001 43.124157941850008 0.022230000000000003 16.405383309150004 16.505385645700006 16.705390318750002 0.092290000000000025 62.009286778800011 112.82921081865001 19.974953289850003 66.318885161900013 113.85351336640001 38.441102963850007 13.373311100250001 21.197160116700001 0.083415000000000031 88.76213363490001 0.091545000000000029 13.316069313700003 84.67958245200002 8.543332867800002 39.283112803100003 42.178283198950005 42.487106141350004 2.8878979250500003 86.780739992750014 191.87997069285004 -0.076709999999999987 -0.053019999999999991 196.16158123080001
decision_type=2 2 2 2 2 2 2 2 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 6 -6 7 -5 9 -1 11 -10 13 19 15 -14 22 18 -17 -13 21 -21 26 -24 -25 29 -16 -28 -29 -26
right_child=1 -3 -4 4 5 -7 -8 -9 10 -11 -12 12 14 -15 16 17 -18 -19 -20 20 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-0.00020579421742280163 -0.096510369188926803 0.040463158027024847 0.045177425699245155 -0.059578176307295484 -0.10012465007150975 0.022047479013741388 0.067453976437633609 0.020228959037762347 -0.092933677731297348 -0.080588201455307748 0.062979349084074807 0.049401617019552944 0.051556945508550778 0.077623462096924042 0.049275399190410532 -0.021495386977577219 0.10008349635978182 -0.011552750263493058 -0.097225894404864899 -0.057073336038284274 -0.085198128443883678 0.1000362789197264 -0.076845591538957231 0.067430805562254767 -0.011964252735555837 0.046563268727769162 -0.026906557862351844 0.076526247549714155 -0.00017272637094336061 -0.10022739917778448
leaf_weight=0.4371680903384918 0.014767786123542126 0.012357199758980641 0.0077861964153953514 0.0063330166003652266 0.0096297871288939518 0.0053164983028040078 0.0090739387482958733 0.0066597545200579589 0.01476746823078301 0.02080129892055993 0.030513952195178717 0.016568040254696825 0.029313696067220008 0.023979622332262807 0.049689076856815007 0.01893252381705679 0.016154445518623106 0.042877617324847961 0.032886854360867801 0.0083943595757389744 0.010978141905070515 0.0072834745078580445 0.022804249368846286 0.016060243666345286 0.054426316343960224 0.021473997876455542 0.057820723218128478 0.022743669425835833 0.040845362396737528 0.01218087802389789
leaf_count=1875 43 42 19 26 40 14 18 18 34 47 32 23 31 17 71 15 17 49 36 47 12 10 35 20 133 11 57 18 57 33
internal_value=-0.000148939 -0.014612 -0.0260373 -0.0367458 -0.0129003 -0.0566672 0.0167439 -0.0186711 0.000882366 -0.00385682 0.00482357 0.00141214 0.00416879 0.029672 0.000257625 -0.0208728 0.00859754 -0.0432936 -0.0695573 0.00306978 -0.0257278 0.0159153 0.00363887 -0.0121436 0.00202443 -0.00990141 0.0153486 0.00146344 0.0272599 -0.0281055
internal_weight=1.08059 0.0719242 0.059567 0.0517808 0.037013 0.0149463 0.0220667 0.0129928 1.00866 0.457969 0.550695 0.520181 0.505413 0.0672036 0.43821 0.124011 0.314199 0.094697 0.0518194 0.043224 0.026656 0.0156778 0.298045 0.126946 0.104141 0.0880812 0.171099 0.12141 0.063589 0.0666072
internal_count=2900 220 178 159 116 54 62 44 2680 1922 758 726 692 109 583 131 452 100 51 92 69 57 435 232 197 177 203 132 75 166
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=20 22 21 15 20 23 9 13 23 19 13 20 18 19 20 6 2 20 9 9 21 20 21 21 23 9 21 0 9 23
split_gain=0.00153498 0.00283003 0.00335032 0.00254189 0.00225418 0.00280634 0.00357384 0.00250298 0.00227737 0.00354714 0.00368382 0.00339901 0.00372275 0.0035511 0.00287158 0.00325331 0.00327035 0.00322939 0.0033489 0.00492459 0.00475884 0.0026602 0.00734647 0.00631142 0.0068838 0.00306164 0.00697351 0.00637369 0.00782651 0.00584243
threshold=49.275256100300005 -0.15726999999999999 20.770927814650005 20.937157557000003 47.833738492450003 -1.0000000180025095e-35 65.407743180450012 99.739108181550009 -0.27223499999999995 10.350835137000002 117.69263157665002 45.90502654165001 14.339258036900002 11.950964240300001 45.027406014450008 8.1951914793500027 323.30468295165002 44.421469061800003 59.469124515800011 93.169089829900017 13.915737982950001 43.45354240915001 4.592422409250001 6.7005777103000002 0.094625000000000029 187.70546222865002 1.1268005785500004 85.839779647100016 186.14781787895004 0.089185000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 6 -6 -7 9 -1 -11 14 -13 -14 15 16 -10 18 -17 20 -20 25 -23 -24 -25 26 -21 -28 29 -29
right_child=1 -3 -4 -5 5 7 -8 -9 11 10 -12 12 13 -15 -16 17 -18 -19 19 21 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=0.081134599922821474 -0.100055437906724 -0.076987400734952749 0.084730399759535668 0.0085141255586670822 -0.048677299325688463 0.0097253604061549835 0.040436920247141302 0.083387752295071671 -0.07721548039262506 -0.07914072555944858 0.034211428976364866 -0.10006573811485014 -0.067802806167590421 0.068096374224757658 0.049455526161848423 0.066244230757371736 0.031706430820815271 -0.049736695713806768 -0.1000513879556388 0.076761831383668752 0.067863448847457319 -0.037609500071572266 0.085141304158555392 -0.044020042412075494 0.0611447454860784 -0.0017713580783328547 0.037208687966548297 0.011443761174169424 0.042339518870057345 -0.074967721788186045
leaf_weight=0.0022764287996986923 0.0033516080663069658 0.0073420144418184776 0.0034737654623313583 0.0060474509611481153 0.008885578987047893 0.0080980623892584758 0.0091186462991572625 0.010718011821154505 0.010168708879057187 0.012126314880880784 0.0037548538351757079 0.0070425274911940505 0.0038221197601338019 0.0038692848975188099 0.012008656093883019 0.0079538015054367861 0.0037816742875697038 0.012400385664818714 0.0084945146383530457 0.016253766848265627 0.0021063211354572795 0.015269432204675581 0.019647353731727435 0.012268576492601824 0.012633809151139985 0.75032721917270884 0.036078829438256577 0.012094735404502899 0.014910253681705399 0.022160773713949311
leaf_count=12 55 132 9 23 32 38 17 13 353 109 32 58 44 6 49 21 54 34 179 31 8 31 22 34 13 1367 55 19 19 31
internal_value=-0.000151941 -0.0274435 0.000813783 -0.0302007 0.000379419 0.0246796 -0.00354339 0.0516849 -0.000514027 -0.0356065 -0.0523404 0.000133996 -0.0475353 0.000563464 0.000859152 0.000249067 -0.0476889 0.000958544 0.00163436 0.00107714 -0.0666877 0.00186512 0.0222496 0.0427663 0.00933356 0.000433629 0.016734 0.00528838 -0.0181354 -0.0444581
internal_weight=1.05849 0.0202148 0.0128728 0.00939906 1.03827 0.0368203 0.0180042 0.0188161 1.00145 0.0181576 0.0158812 0.983293 0.0147339 0.0076914 0.968559 0.95655 0.0139504 0.9426 0.930199 0.922246 0.0106008 0.911645 0.0598192 0.0445497 0.0249024 0.851826 0.101498 0.0852446 0.0491658 0.0342555
internal_count=2900 219 87 78 2681 100 49 51 2581 153 141 2428 108 50 2320 2271 407 1864 1830 1809 187 1622 100 69 47 1522 155 124 69 50
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=2 18 5 21 17 2 17 20 17 12 23 17 21 14 15 21 22 4 0 23 18 10 22 16 5 0 10 6 7 17
split_gain=0.00150922 0.00489694 0.00496063 0.00696798 0.00393287 0.00288507 0.0025278 0.00668587 0.0080775 0.00662939 0.00572341 0.00286159 0.00671039 0.00421553 0.00585648 0.00382585 0.00380483 0.0025951 0.0033324 0.00485983 0.00404535 0.00577417 0.00453618 0.00395587 0.00652095 0.00331296 0.00325375 0.00441551 0.00843713 0.0108289
threshold=325.75432260090003 13.954623666350001 20.410615048800004 16.027392061700002 206.99440818355001 308.2991537635001 208.12573104970002 42.526729949000007 209.83020864525002 195.51336019310003 0.089185000000000028 204.75389752000004 6.415941214150001 384.93581166080008 24.673905035600004 2.1194692063500002 -0.088944999999999996 373.81957258215004 102.65877371115 0.079785000000000009 15.606027545000002 75.645146416450004 0.28022500000000006 14.994964935250001 14.515626273450001 113.28087178455002 75.403185184700007 14.755344756250002 23.789355599150003 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=5 -2 3 -3 -4 6 11 8 -8 10 -10 13 15 17 -15 -13 -14 18 20 25 21 26 -23 24 -22 -20 27 -1 29 -29
right_child=1 2 4 -5 -6 -7 7 -9 9 -11 -12 12 16 14 -16 -17 -18 -19 19 -21 23 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0190870212497927 -0.10009164315975264 -0.095341739615055238 -0.016755183807399036 0.044580337285471852 0.079804124413025243 0.035597623911918078 -0.084474399253562746 -0.077412694441150259 0.0257427594104724 0.046548739821895904 -0.10011166091976485 0.0176300505901258 0.01999316419182114 0.024086210084234311 -0.10025865994090224 0.090119783840211187 -0.077440505785937627 0.045050882831215618 0.021560774267320951 -0.10007009158693939 0.039609711975908145 -0.089613478749368036 0.043991298621760024 0.075848278984071107 -0.052262092744932466 -0.1000592434278097 0.044392337109096638 -0.00020572553132986194 0.023224642880299393 -0.068063982461992786
leaf_weight=0.10770715354725413 0.0063133197845387503 0.0098549237804910206 0.0080862675464175027 0.0055709786792768065 0.008817995417871316 0.023019725906724631 0.0095943551696037743 0.015154520357640422 0.0072090078645974387 0.027051043180886081 0.0072447328969325042 0.014391801050570807 0.0084564635193942195 0.0062548234663715166 0.0096031210251226184 0.014735193873278263 0.007618783594807609 0.013062662529340408 0.011247808787480607 0.0080608808223063266 0.025629281870477527 0.012064110708294606 0.0032193932010820001 0.013145871049601965 0.011059783380915178 0.0027966891954371862 0.016603818228759337 0.45521815925659226 0.15346396451423061 0.024797947841307177
leaf_count=366 49 111 22 25 24 88 34 89 42 111 46 29 22 73 24 22 21 53 95 182 55 135 6 27 25 52 21 854 169 28
internal_value=-0.000141174 -0.0195354 -0.00380462 -0.0448097 0.0336143 0.000602034 -0.000215498 -0.0190803 -0.00178062 0.0173351 -0.03734 0.00114432 0.0256786 -0.000124654 -0.0512135 0.0543022 -0.026185 0.000819508 0.000135758 -0.0381797 0.001165 -0.000615153 -0.0614703 0.0287801 0.0119153 -0.00265749 0.000612203 -0.000368544 0.00281406 -0.00371133
internal_weight=1.04705 0.0386435 0.0323302 0.0154259 0.0169043 1.00841 0.985391 0.0662537 0.0510991 0.0415048 0.0144537 0.919138 0.0452022 0.873935 0.0158579 0.029127 0.0160752 0.858078 0.845015 0.0221054 0.822909 0.773075 0.0152835 0.0498349 0.0366891 0.0140445 0.757791 0.741187 0.63348 0.480016
internal_count=2900 231 182 136 46 2669 2581 322 233 199 88 2259 94 2165 97 51 43 2068 2015 329 1686 1579 141 107 80 147 1438 1417 1051 882
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=15 17 10 16 3 16 16 23 4 0 7 19 13 12 13 13 23 19 22 13 4 15 15 9 3 21 15 0 21 5
split_gain=0.00160116 0.00388366 0.00515618 0.00369111 0.00553279 0.0017396 0.00521842 0.00859737 0.00511461 0.00845076 0.00298194 0.00234612 0.00189097 0.00601879 0.00379106 0.00712377 0.0043532 0.00217202 0.00265148 0.00802399 0.00694069 0.00925652 0.00824018 0.0130816 0.00737324 0.00661474 0.00595905 0.00579313 0.0139737 0.0160456
threshold=44.34858359035001 197.05557773135004 62.041548276350007 22.594947163200004 94.260030511650015 22.674946976100003 22.654947022900004 0.088105000000000017 251.72785308670004 85.807518149550006 23.724432465350002 14.551174033150001 117.72489307420001 102.43818663380002 117.62810858150002 117.60660091645001 0.097615000000000021 14.651182102100002 -0.10098 117.54745483760001 239.70509694970005 36.040858416950009 25.134223482700005 201.44620319810005 88.918064206450012 3.4240268213500005 24.511023953300004 86.345209775600011 15.697044644950003 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=5 3 -3 -2 -5 6 12 -8 9 11 -10 -7 14 -14 15 17 -16 18 19 20 21 25 -22 -24 -25 26 -1 28 29 -20
right_child=1 2 -4 4 -6 8 7 -9 10 -11 -12 -13 13 -15 16 -17 -18 -19 27 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.020070761279829409 0.021057566399828795 0.043827606304519838 -0.036357083105541803 -0.090361630155696079 0.0045540483976449532 0.015098943205237912 0.07720432022728925 -0.014067593582377009 0.081729676384642458 -0.085351254989916608 -0.0053753471507119116 -0.033403991661649209 0.089467370496877641 -0.10019193924516781 -0.00035212638355720365 -0.082559316722668141 0.061151329865711694 0.03536689914112854 0.081798306736542148 0.10007495115007242 0.0086035474127978285 0.085547901306509591 -0.081117641117791933 -0.052407503424353956 0.080880025954305823 -0.012146719619956892 0.06004270540530432 -0.00059506507241688822 0.083229395004473405 -0.074155284751261208
leaf_weight=0.012812513067979481 0.0080365950938130482 0.018809066253425044 0.013980001005393206 0.017088901904397602 0.0095866606801848775 0.026873922624531588 0.023213610016682651 0.018580969976028427 0.0076788720201079732 0.017530795375932939 0.008050639765087908 0.015857242646546865 0.0023242341239892994 0.0059740594351609388 0.024314467031672393 0.010495643400190602 0.021850127246580087 0.017347433857139549 0.0076873653335808858 0.0090912836021743715 0.075399211396626198 0.018891280516982079 0.032540504956980465 0.0069929023080703692 0.010209889192992705 0.060599471378871783 0.033720143945345171 0.44206832650829014 0.0088889094293591597 0.046524273707476027
leaf_count=90 28 30 31 101 30 35 21 21 15 14 26 33 7 54 26 11 14 21 10 5 561 14 103 37 13 183 55 1123 14 174
internal_value=-0.000150067 -0.0150398 0.00963993 -0.0383523 -0.0562508 0.000890906 0.00213155 0.0366268 -0.0136316 -0.026886 0.0371478 -0.00290016 0.000430879 -0.0470711 0.000900464 -0.000720718 0.028758 0.000376597 -0.000416415 0.00778351 0.00444289 0.0210081 -0.0122389 -0.0438313 0.0266989 0.00962743 0.0379839 -0.00464092 -0.0329853 -0.0520406
internal_weight=1.03302 0.0675012 0.0327891 0.0347122 0.0266756 0.965518 0.889527 0.0417946 0.0759915 0.060262 0.0157295 0.0427312 0.847732 0.00829829 0.839434 0.793269 0.0461646 0.782774 0.765426 0.260257 0.251166 0.126023 0.125143 0.0497433 0.0172028 0.107132 0.0465327 0.505169 0.0631005 0.0542116
internal_count=2900 220 61 159 131 2680 2557 42 123 82 41 68 2515 61 2454 2414 40 2403 2382 1061 1056 342 714 153 50 328 145 1321 198 184
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=0 3 3 20 22 9 6 8 20 5 3 3 17 7 21 4 6 21 13 18 17 20 21 6 15 6 21 0 6 18
split_gain=0.00148843 0.0057174 0.00648663 0.00874496 0.00621979 0.00365309 0.00691773 0.0066196 0.00385233 0.00493001 0.00460433 0.00657529 0.0036141 0.00387245 0.00597646 0.003584 0.00415286 0.00423442 0.0036917 0.00314528 0.00962252 0.00405634 0.00807896 0.00404177 0.00991695 0.00984658 0.00736086 0.0068065 0.00511437 0.00899098
threshold=85.716110573100011 93.770731131900007 93.58791597905001 40.532725462000009 -0.091779999999999987 186.14781787895004 16.465384711100004 8.3434888241000014 43.812290675100009 27.955576342550007 94.383699585650007 94.260030511650015 190.40793214150003 19.617375644250004 15.031613344500002 376.98468903265001 15.675366252400002 13.296557277800002 116.20860268865 13.278511569200001 184.59783591905003 40.712530798250008 7.5530726581500014 16.455384477450004 37.965550269150008 16.445384243750002 6.415941214150001 86.530713386650021 16.285380505300001 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=5 2 19 -4 -3 7 -7 12 9 10 11 -8 13 15 -15 16 -1 18 -18 20 -2 -22 -23 25 26 27 -25 -21 -29 -30
right_child=1 4 3 -5 -6 6 8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 23 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.096501860202193715 -0.035868678494071694 0.081252729829252246 0.0016742649170988604 -0.10017657539557918 0.0072362802596498106 -0.10012416603068351 -0.05929642627336297 0.093606919043075526 0.054671228127442878 0.034524709947517045 -0.085507806399071559 0.05699715018642651 0.070127088206321561 -0.072352586849003614 0.051751898690858417 -0.10008616655404377 -0.057701133534811905 -0.10010514414374679 0.062535801874586933 -0.047948309721755018 0.066327407068592095 0.064369413119559349 -0.018567176355639044 -0.089449890138672328 0.012458679568274881 0.09962521815454356 -0.00095725091984420752 -0.0010692485778744513 0.079568192609055788 0.0018753008502319314
leaf_weight=0.0060572470756596877 0.025082657719423196 0.018007560756359453 0.019087191443475149 0.015098327103885367 0.030723366296911081 0.010779684569167003 0.011724727603441565 0.0077379688045766662 0.0074028841554536476 0.011181984090171682 0.014202529687516119 0.0083061866283742347 0.0056334788700596041 0.017378572894274136 0.0049958143447952344 0.0025052644478371624 0.0036498230712807009 0.0033808879365579978 0.0085019430093780102 0.028313157359889374 0.027406479410274187 0.02102614933210134 0.026609349835780449 0.025780409667049753 0.041216611070126419 0.010071485743537778 0.014793523992921109 0.52276333546489151 0.022630562481936067 0.043576769452329245
leaf_count=12 49 14 25 45 33 40 47 10 9 30 62 13 15 144 8 20 90 24 56 32 36 18 28 39 55 5 21 1854 16 50
internal_value=-0.000140625 0.00128333 -0.000640839 -0.043309 0.0345876 -0.0104326 -0.0271197 0.0073022 -0.0122203 -0.0231238 -0.0419541 -0.0110732 -0.00551516 -0.0146852 -0.0446422 0.0131323 0.0262701 -0.00111812 0.0264222 0.00116157 0.0177529 0.0356758 0.0180408 -0.00118097 -0.0220895 0.00154495 -0.0571849 -5.5306e-05 0.00224702 0.0284318
internal_weight=1.01563 0.892187 0.843456 0.0341855 0.0487309 0.123439 0.063598 0.059841 0.0528183 0.0454154 0.0342334 0.0200309 0.052103 0.0464696 0.0223744 0.0240952 0.0215899 0.0155327 0.0121518 0.80927 0.100125 0.075042 0.0476355 0.709146 0.0817905 0.627355 0.0405739 0.617284 0.588971 0.0662073
internal_count=2900 2320 2273 70 47 580 201 379 161 152 122 60 369 354 152 202 182 170 146 2203 131 82 46 2072 115 1957 60 1952 1920 66
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=13 13 16 10 5 5 22 10 20 6 10 7 21 17 22 7 16 20 16 9 9 9 8 5 23 2 4 22 19 16
split_gain=0.00136343 0.00390637 0.0033785 0.00385839 0.00361703 0.00563384 0.0043493 0.00391434 0.00452511 0.00349889 0.00320783 0.00382801 0.00442872 0.00311493 0.00302242 0.00312042 0.00284496 0.00946644 0.0076387 0.00749975 0.0100029 0.00586619 0.00750462 0.00516146 0.00464357 0.00409826 0.00377986 0.00306166 0.00304602 0.00560564
threshold=95.870416931800023 92.692659421600013 9.744977212000002 81.524804347700012 13.361597395450001 11.848158554650002 -0.16297999999999999 78.962703749400006 42.564639561200003 8.3701955683000033 82.204984254750016 24.575790737200006 16.589865017350004 172.46189488870002 -0.046474999999999995 27.894561215200003 15.919962772200003 41.028010303750008 17.844958270700005 204.42645579255003 201.2906445504 191.87997069285004 4.9461400813500012 17.154039778100003 0.07870000000000002 234.61110956795002 169.46043282405003 -0.046474999999999995 12.951044929850001 18.634956423400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 5 6 -4 16 -9 -5 -1 -12 14 -3 -13 -16 17 19 21 20 24 22 -18 -19 -6 -25 -26 -21 -20 -30
right_child=2 13 3 9 7 -7 -8 8 -10 -11 11 12 -14 -15 15 -17 18 23 28 27 -22 -23 -24 25 26 -27 -28 -29 29 -31
leaf_value=-0.051941647361471548 0.083940312999179298 0.056897873027842029 0.034166522374823441 0.030074066519360988 -0.084650153653527682 0.053205182135393228 -0.084200407027613888 -0.10006616832371995 0.005382790596994611 -0.10006614206977744 0.069671948908103284 -0.10002606744959011 0.043752157278648285 -0.10005650976412526 -0.10005683668226853 0.051617958466560754 -0.067698715127646067 0.085801574314133253 0.039263724751623527 -0.096304004742634897 0.079690188572742307 -0.089554793240274419 0.067950339830167253 -0.041383879758339334 0.078989970052135927 0.053324377420484105 -0.035514693248503836 -0.01226765570386909 -0.039775716448197558 0.0014994200766878757
leaf_weight=0.0099112122279958192 0.0048515755156586229 0.001508587786844374 0.0060103279181191738 0.0029293984298135456 0.0086317968028879477 0.029721031266490172 0.006420228587515453 0.0083999635106692949 0.0078939019876997918 0.0070083793571455999 0.0086685067103507984 0.0059115375248270929 0.0089805850372357554 0.0078133707340661829 0.0020470557695286828 0.0040202287628960109 0.0089255435768889058 0.022112146518338704 0.019834009209262149 0.010979439655130818 0.014495621766855038 0.016954700313533522 0.0075101415786775752 0.0077236384180423548 0.0049054112494371083 0.01118666425231396 0.0069921868825133515 0.0071641724753135341 0.034538502964913675 0.69527727102571824
leaf_count=103 13 23 22 12 48 67 115 41 10 54 49 298 36 121 49 94 131 30 41 37 15 98 10 66 5 25 38 13 155 1081
internal_value=-0.000132829 -0.0164239 0.000704655 0.000277605 0.000935911 0.0295619 -0.0269685 -0.000414503 -0.0489792 -0.0617042 -0.00269472 0.0137795 -0.0093368 -0.0746563 -0.0491379 0.000444033 0.000487548 0.0169074 -0.00148757 -0.0109392 0.0160922 -0.0482865 -0.00571507 0.0529989 -0.0288138 0.0146422 0.0116959 -0.0631215 0.000596914 -0.000453924
internal_weight=0.999327 0.0488611 0.950466 0.945614 0.935677 0.0421516 0.0124306 0.893525 0.0162939 0.00993778 0.0395391 0.0296279 0.0209594 0.00932196 0.0119788 0.00606728 0.877231 0.0941911 0.78304 0.0531686 0.035025 0.0333904 0.0164357 0.0410224 0.0205294 0.0189103 0.0118976 0.0181436 0.74965 0.729816
internal_count=2900 773 2127 2114 2048 204 137 1844 51 66 629 526 477 144 441 143 1793 277 1516 156 106 239 141 121 91 91 43 50 1277 1236
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=15 7 20 7 16 22 21 8 13 9 23 18 16 13 21 20 7 19 6 21 18 23 17 18 23 3 9 6 6 6
split_gain=0.00130062 0.00482641 0.00432085 0.0051615 0.00336192 0.00303028 0.00212432 0.00200509 0.00183905 0.00536279 0.00662083 0.00468021 0.00603176 0.00331025 0.0113512 0.00444715 0.00751499 0.00362395 0.00509602 0.00769527 0.00621867 0.00504094 0.00477686 0.00584622 0.00400216 0.00322881 0.00320598 0.00292623 0.00387489 0.00496276
threshold=43.938093326450009 23.633329316050006 43.022303514600004 24.029932718600005 22.824946625350005 -0.062629999999999991 7.5530726581500014 8.3434888241000014 117.68187774410002 187.70546222865002 0.08494500000000002 12.993406580100002 22.744946812400002 117.55283175385001 10.048480919900003 41.43512228960001 22.708075280250004 14.651182102100002 16.455384477450004 13.524097011650001 13.303774303900001 0.088670000000000013 189.37128582595003 12.543841250850003 0.43644500000000008 108.42013948475001 203.31429194770001 16.445384243750002 16.435384010100005 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=8 4 3 -3 5 7 -7 -2 13 11 -11 12 -10 17 15 -15 -17 18 24 20 22 -22 23 25 27 -20 -12 28 29 -1
right_child=1 2 -4 -5 -6 6 -8 -9 9 10 26 -13 -14 14 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012233524061682063 -0.034378578936278062 0.038863352034384846 0.06543939786667223 -0.049253670142092532 0.041841930107834879 0.034976879140909078 -0.049986891893926459 -0.10011635582891616 -0.074243594713359437 0.035000383465851263 -0.088784771865156695 0.097288507704141117 0.053786050235917676 0.02210455925647908 0.052697433238659344 0.015162465617555222 -0.066179042025023491 0.049164093451685903 0.06719857423762432 -0.10018806814922332 -0.014608112623874472 -0.096494851274513738 0.064003605429643964 -0.060138866787332594 -0.07661227563505113 -0.051617932067110545 -0.024881139741004456 0.061347854601774214 -0.077540929643389198 0.074541964200335098
leaf_weight=0.59598659483932193 0.0075409079074688625 0.012132340858897805 0.010819905793141515 0.014703960917017866 0.004485893153429287 0.0054673279761345839 0.0063728836370273712 0.012060610795108673 0.0068481197868663921 0.0098459789228400041 0.01680651029278124 0.0063307710152002974 0.0079536115663358942 0.029847382566003944 0.052401898569769401 0.021626400266313794 0.023921481417346513 0.014393214190931758 0.0092329556911820987 0.011674120652205744 0.020552875670269088 0.01185332860239896 0.013084854777844157 0.012124073003050739 0.0064846155445206213 0.0030402187006304269 0.01473273607821568 0.0082967097555979308 0.0061311507859045369 0.0093772438303858507
leaf_count=2009 28 23 17 34 12 21 22 74 58 14 20 10 10 37 47 21 27 19 62 38 35 26 14 66 23 69 43 7 7 7
internal_value=-0.000134982 -0.0129242 0.0120917 -0.00941712 -0.0391438 -0.0506982 -0.0107541 -0.0748264 0.000896288 -0.015657 -0.0365859 0.0253295 -0.00544772 0.00211375 0.0169489 -0.00789742 -0.0275576 -0.000511292 -0.00152139 -0.0250332 -0.0124794 -0.0445601 0.0152569 -0.0108871 0.00154064 0.0377662 -0.0589339 0.00235832 0.00155796 0.00235908
internal_weight=0.986131 0.0735838 0.0376562 0.0268363 0.0359276 0.0314417 0.0118402 0.0196015 0.912547 0.0625177 0.0413852 0.0211325 0.0148017 0.850029 0.127797 0.0753953 0.0455479 0.722232 0.707839 0.0815624 0.0698883 0.0324062 0.0374821 0.0243972 0.626276 0.0122732 0.0315392 0.619792 0.611495 0.605364
internal_count=2900 231 74 57 157 145 43 102 2669 155 77 78 68 2514 132 85 48 2382 2363 310 272 61 211 197 2053 131 63 2030 2023 2016
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=23 23 12 20 7 23 20 22 22 5 21 9 8 15 18 6 5 6 10 16 16 17 8 0 10 15 16 3 15 10
split_gain=0.00136042 0.00375833 0.00561297 0.00223098 0.00338015 0.00248106 0.00203692 0.00355262 0.00189956 0.00221363 0.00345567 0.00209879 0.00276004 0.00411803 0.00283168 0.00223584 0.0101429 0.00944729 0.00605128 0.0042002 0.00323985 0.0057362 0.00806769 0.0047136 0.00620438 0.00401237 0.00377178 0.0029744 0.00286096 0.00501287
threshold=-0.27223499999999995 -0.49570500000000001 151.63308792200004 32.785955158400007 22.535351262400003 -0.26750999999999997 34.542090938800008 -0.093604999999999994 0.68694500000000025 7.7286379265000011 18.904039828500004 53.944017839150007 1.6487133604500002 21.274833872300004 13.601370067700001 13.665319288000001 14.515626273450001 13.775321858200002 75.922057603850007 18.844955932300003 17.654958715000003 206.58076374065004 7.1444245619500011 102.21786657775002 80.677940036650014 18.871799531050005 12.644970430600003 81.796338618900009 20.937157557000003 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 2 -1 4 -2 -5 7 -7 9 10 -8 12 13 -11 -14 16 18 -17 -13 -18 21 23 -23 26 -25 -26 -20 -19 29 -29
right_child=3 -3 -4 5 -6 6 8 -9 -10 11 -12 15 14 -15 -16 17 19 27 20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.10010653663161567 0.043553474396093667 -0.083510715867952945 0.043385998000874795 0.068016461884180257 -0.10017504710440624 0.073331171769546025 -0.080196958141593361 -0.0080017223499652245 0.041657490540356598 0.063701140728663647 0.019248314242448113 -0.10005569875609169 -0.0072437851375711029 -0.10005906914326126 0.063061885348965827 0.076076927443336273 -0.082036239028642988 -0.057033306913461292 0.00068395292566591592 -0.0036952274464062819 0.087555909460018289 0.046752411282141568 -0.087723609552153262 -0.10020767125018537 -0.049385416745776595 0.076390089515139106 0.083743065250389395 -0.025904290551052717 -0.00095798164961607328 0.098674182659940365
leaf_weight=0.0037151577160194913 0.0024127606629810441 0.0072648195918861838 0.010239276233079408 0.0054677053232694553 0.0050841215135414008 0.010286184000953824 0.0085515314393954656 0.011238013966263338 0.010687517893984477 0.0025760485980299555 0.0059087737930667581 0.004934766229922615 0.0086044510366036775 0.0038018701740085703 0.017141499245497016 0.016328336309925362 0.024200286074950839 0.0092955259588052286 0.0081381995523557293 0.0095421844507654896 0.0055937473807716733 0.0071308167019878957 0.011916895423549789 0.0054161638158802808 0.0039870798554559883 0.006970721287075321 0.016658603157338803 0.0055987583506604821 0.71675115988006688 0.0076342831797058253
leaf_count=41 38 72 55 18 101 40 350 39 39 11 33 28 28 45 49 26 199 33 35 26 10 45 97 11 83 20 25 69 1218 16
internal_value=-0.000140009 -0.0251828 0.00518327 0.000418257 -0.0539181 0.00084961 0.00045846 0.0308664 -0.000255 -0.000749044 -0.0395616 -0.000120006 0.0249762 -0.0339161 0.0395653 -0.00105733 -0.014768 0.000838656 0.00674886 -0.0598818 0.0147573 0.00799502 -0.0373804 0.028988 -0.0126512 0.0306257 0.0564834 -0.000823118 -0.000107344 0.0459664
internal_weight=0.973077 0.0212193 0.0139544 0.951858 0.00749688 0.944361 0.938893 0.0215242 0.917369 0.906682 0.0144603 0.892221 0.0321239 0.00637792 0.025746 0.860098 0.104489 0.755608 0.070747 0.0337425 0.0658122 0.0602185 0.0190477 0.0411708 0.016374 0.0109578 0.0247968 0.73928 0.729984 0.013233
internal_count=2900 168 96 2732 139 2593 2575 79 2496 2457 383 2074 133 56 77 1941 579 1362 354 225 326 316 142 174 114 103 60 1336 1303 85
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=13 13 18 2 7 18 7 17 22 22 22 22 12 21 10 20 6 20 21 9 23 21 15 21 22 21 12 15 21 9
split_gain=0.00121003 0.00347482 0.00291658 0.00378451 0.00335094 0.00279225 0.00291674 0.00270337 0.00239627 0.0023465 0.00343662 0.00342026 0.0033277 0.00218807 0.00449428 0.00308469 0.00537173 0.00438855 0.00325947 0.00447443 0.00258191 0.00293895 0.00445936 0.00293051 0.00776003 0.00729745 0.0042581 0.00404069 0.00387161 0.00383057
threshold=95.870416931800023 92.692659421600013 17.327266398450003 237.82463207520001 26.752366550650006 14.708525021850003 24.122256664450003 172.46189488870002 0.049615000000000013 -0.22089 -0.156745 -0.046474999999999995 216.11788648010003 18.561626803950002 62.106071271500007 47.833738492450003 10.715250360100002 48.988717865950008 4.1804273832000005 69.316127036200015 -0.27223499999999995 5.0287037994000015 36.282341310300005 12.749485150050001 -0.054494999999999995 14.866510415300002 121.97235442175001 41.403124198950003 12.103607123250002 194.46727572990002
decision_type=2 2 2 2 2 2 2 2 2 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 13 -1 -7 -3 -6 -8 -11 -12 -13 15 -15 16 -2 -17 -19 -20 21 22 -18 28 26 -26 -25 -28 -22 -30
right_child=2 7 3 -5 8 6 9 -9 -10 10 11 12 -14 14 -16 17 20 18 19 -21 23 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.10007918281391417 -0.070132890931342146 0.050851946083889168 0.069821250825088707 -0.013886468182344914 -0.088425797673740869 0.052733098852485664 -0.10006149865900818 -0.10004917227477901 0.010434435830578424 0.048737882087174611 -0.10003628112118475 -0.10004999677099308 0.041555046307031558 -0.095204019040918297 0.0090298518260576392 0.062891759743907386 -0.067295716572852854 0.075955113483407 -0.10008725709073668 0.065924591577889699 0.00069103941818489758 -0.1000984364191693 0.10004591293117374 -0.0015165852458463717 0.021868764834559948 -0.068883935731939266 0.076901512102866124 0.007990219970641475 0.007546378525752637 -0.080497491452102637
leaf_weight=0.0027323250139166802 0.010771711451340593 0.0014320066249950969 0.01345821973427519 0.0090215933905710699 0.0072835184957682486 0.0092903357515630169 0.0027522630247670534 0.0069442755496931241 0.0036960261658123272 0.0082619020514851337 0.0048808654773049272 0.0022429874633916394 0.0063798626752569199 0.0071802165677325993 0.0097585967195072953 0.01830048092870129 0.0039962628951445422 0.0027274431668047328 0.0054959222178112555 0.0023042046177579323 0.69906922205796029 0.0053692357165964211 0.0026473856996744871 0.017249037393071376 0.019866193267791488 0.015993535938036985 0.030200496729037241 0.011846718173369908 0.0085047283082531067 0.011794806397119828
leaf_count=37 107 23 30 24 47 60 105 121 12 90 166 96 75 25 39 32 49 6 63 6 1401 58 2 23 41 33 53 33 18 25
internal_value=-0.000132966 -0.0161582 0.000652386 0.0362277 -0.000242106 -0.00284144 0.00501716 -0.0742512 -0.0551466 -0.0130634 -0.00206249 -0.0331434 0.00472055 0.000440538 -0.035154 0.00113665 2.93211e-05 0.033299 -0.0181433 -0.0510464 0.000943698 -0.0450785 -0.000612804 0.00162245 0.0181146 -0.0186072 0.0403223 0.0574859 -0.000559085 -0.0436105
internal_weight=0.961452 0.0449168 0.916536 0.0224798 0.894056 0.0365405 0.0338082 0.00837628 0.0109795 0.0245179 0.0217656 0.0135037 0.00862285 0.883076 0.0169388 0.866137 0.837309 0.0288281 0.0105276 0.00780013 0.826538 0.0120129 0.00664365 0.814525 0.095156 0.0358597 0.0592963 0.0420472 0.719369 0.0202995
internal_count=2900 773 2127 54 2073 629 592 144 59 532 427 337 171 2014 64 1950 1843 107 75 69 1736 109 51 1627 183 74 109 86 1444 43
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=9 3 13 21 7 20 0 4 23 21 8 12 9 9 22 22 20 16 7 8 16 9 17 15 20 18 23 23 22 21
split_gain=0.00124458 0.00237019 0.00333833 0.00228266 0.0025304 0.00172985 0.00290264 0.00449751 0.00206948 0.00189484 0.00509307 0.00458116 0.00419857 0.0100095 0.00555223 0.00922792 0.00461463 0.00711852 0.004541 0.00612123 0.00403712 0.00375112 0.00860239 0.00892968 0.00591496 0.00492306 0.00723086 0.00433459 0.00355922 0.00329351
threshold=37.256168974800005 66.676450093250011 96.209162656250015 20.770927814650005 23.875242364300004 47.480720532750006 105.70748523110002 375.60734721795006 0.086945000000000022 12.749485150050001 4.9461400813500012 314.89153657455006 201.63419974125003 194.59941400375001 -0.082885 -0.01762 42.207998345450008 16.294961895300002 24.052187734100006 8.543332867800002 21.084950694200003 189.54401862130001 188.16174763880002 31.975879077800005 43.082598263550004 13.340835220050002 0.096995000000000012 0.098200000000000023 -0.083135000000000001 15.031613344500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 7 8 -7 10 11 20 13 14 16 -16 -11 -18 -14 28 -2 22 23 -12 25 -24 -27 -25 -20 -15
right_child=5 2 -4 -5 -6 6 -8 -9 -10 12 21 -13 18 29 15 -17 17 -19 19 -21 -22 -23 24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.10003467242300279 -0.081147205054140595 0.044259984838727118 -0.10005472479545806 0.10001374539245007 -0.064500755540838423 0.0088193230884070026 0.083125502890763342 -0.068140455232027261 0.073174867464445445 0.062474402292188515 0.063498999727582925 0.030742152949221571 -0.10013399959434235 0.085383273757746792 -0.093576223518203258 0.018269471350736376 0.048617242508052862 -0.10009261707193401 0.011474868361386198 0.094220128328249067 0.065010606264326407 -0.0036156122714359217 0.093054092120354592 -0.064089262437914518 -0.0195506193270173 0.072431165583194054 -0.051118393112128013 0.0041305461645127365 -0.10009201407729629 0.028616581036629903
leaf_weight=0.0035050219313083044 0.019146426811342376 0.004497431008417152 0.0030985156280216595 0.0025671830953797334 0.004079606065399588 0.016379354369462362 0.0063655023319597595 0.0060597691648354149 0.0071902841104929385 0.015151709193560237 0.01169763004886093 0.0062392583528225734 0.0062623844385818464 0.021088681103137219 0.014610046221832818 0.014899818863341352 0.0071052262971136315 0.0058850628252979931 0.0062344130854548024 0.0048510276992601567 0.0020968188136976087 0.64399881320674845 0.022899135766010659 0.022822552653451567 0.011438265568379791 0.012391676241368721 0.0076685480918357021 0.015735322401837948 0.0052821661588282626 0.019831929212386967
leaf_count=197 463 28 67 7 97 55 20 41 12 26 40 49 19 27 30 51 24 34 31 7 5 1353 33 30 25 35 20 18 34 22
internal_value=-0.000134874 -0.026368 -0.00823922 0.017289 -0.00747128 0.000363962 0.0218593 0.00869702 0.028452 -0.000498281 -0.0023142 -0.044594 0.0111302 0.020048 -0.00679877 -0.0371042 0.0249797 -0.0187536 -0.0277144 -6.05634e-06 -0.0667207 -0.000762136 0.0167972 -0.0130314 0.0443544 0.0613696 0.0252011 -0.036249 -0.0396961 0.0578716
internal_weight=0.95108 0.0177478 0.0142427 0.0111442 0.00857704 0.933332 0.0359949 0.0296294 0.0235696 0.897337 0.776134 0.0274825 0.121202 0.0985725 0.0576519 0.0295099 0.028142 0.0129903 0.02263 0.0163676 0.0212432 0.748652 0.104653 0.0502555 0.0543976 0.0429594 0.0200602 0.0385579 0.0115166 0.0409206
internal_count=2900 396 199 132 125 2504 128 108 67 2376 2071 517 305 214 165 81 84 58 91 72 468 1554 201 88 113 88 55 48 65 49
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=22 20 6 21 13 0 0 13 5 22 2 22 6 6 17 2 7 0 15 15 6 22 9 21 16 6 5 4 20 19
split_gain=0.00132109 0.0044181 0.0108044 0.00897191 0.00690382 0.0101824 0.00902412 0.00855351 0.00551445 0.00541293 0.00540624 0.00509724 0.00441303 0.00439935 0.00422964 0.00578585 0.00643063 0.00974533 0.00533132 0.00597912 0.00408514 0.00357267 0.00349906 0.00344357 0.00503496 0.00985905 0.00781455 0.0134316 0.0110507 0.00714662
threshold=-0.072569999999999982 42.178283198950005 16.315381206250006 5.5487347714000004 113.85351336640001 92.313586825200005 86.345209775600011 98.238948544700023 23.334907547600004 -0.019444999999999997 167.29597799085005 -0.060760000000000002 15.710367070250003 14.385336111050002 182.52313421500003 99.31225418210002 25.000065600400003 96.249489528150022 28.129673635100001 26.410889167300002 13.665319288000001 0.06041500000000001 205.70977008025002 12.567475366050003 22.554947256700004 16.180378051950004 21.964328598750004 165.01827963435002 42.508878681700004 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=23 4 3 21 5 22 -6 -7 -4 -8 -11 -9 13 -5 -13 18 -17 -18 19 -16 -19 -3 -2 24 25 29 27 -26 -28 -1
right_child=1 2 8 12 6 7 9 11 -10 10 -12 14 -14 -15 15 16 17 20 -20 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.0066750847770278027 -0.082690762625489411 -0.083959797602121355 -0.10013877911101093 0.029989528029938151 0.00085879576746078186 -0.10004478375270565 0.081621272877892503 -0.056293694799989573 0.01221593797520612 -0.016774317742719341 0.064149099601571932 0.064277035948873268 0.090497002318928016 -0.10012454027993034 -0.03552681547308531 0.065543530430150085 -0.064119067150902695 0.003279841884699054 -0.060440597303449931 0.059133640889885222 0.090628557284523223 0.018042041361848733 -0.0069936546240661913 0.015213137642006623 0.013348281239906896 0.029212831858755939 -0.031127362211232242 -0.07317863290680611 0.036372303614245448 -0.10025381836194952
leaf_weight=0.1999719986141798 0.019122920040033076 0.01117124716176221 0.01803864766065999 0.020279948510736334 0.066285133141168018 0.0070446739769269287 0.033133690107206348 0.0098445007131999773 0.0057643017907365026 0.016218592878431082 0.01681441600794642 0.017340642831641162 0.010870874102693051 0.0029805149808908018 0.013567589788863188 0.028560408681187255 0.013732811002000744 0.011575517376058997 0.017137724367785268 0.013130271297995932 0.0099621141343959607 0.0049577176810764447 0.0089713081613247425 0.086034023267652415 0.02744069751133793 0.089323849505163366 0.054350503096941338 0.051816432816849556 0.043800051781346383 0.0085082814548513852
leaf_count=952 55 44 41 173 138 183 45 33 90 19 28 23 9 10 28 36 29 39 17 12 15 25 16 323 32 252 99 53 71 10
internal_value=-0.000121935 0.00446068 -0.0174296 0.00885503 0.00982127 -0.00351517 0.0269374 0.007375 -0.0729301 0.0530628 0.0244172 0.0129866 0.037899 0.0133172 0.0184426 0.0110605 0.0302711 0.00170916 -0.0169129 0.0110281 0.0436825 -0.0526065 -0.0585185 -0.00319613 -0.00652901 0.00141564 -0.0198653 -0.043221 -0.00100538 -0.0104941
internal_weight=0.937751 0.376506 0.0740633 0.0502603 0.302442 0.16999 0.132452 0.141896 0.0238029 0.0661667 0.033033 0.134852 0.0341313 0.0232605 0.125007 0.107666 0.0638309 0.0352704 0.0438356 0.0266979 0.0215376 0.016129 0.0280942 0.561246 0.475212 0.297804 0.177408 0.0792571 0.0981506 0.20848
internal_count=2900 1108 392 261 716 486 230 415 131 92 47 232 192 183 199 176 119 83 57 40 54 69 71 1792 1469 1214 255 85 170 962
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=21 21 7 0 17 21 23 9 21 9 23 7 13 6 4 3 23 21 12 22 9 20 9 10 0 13 16 10 0 15
split_gain=0.00135845 0.00508215 0.00746593 0.00666165 0.00438461 0.0043761 0.0057301 0.00544176 0.00707555 0.00682643 0.00527649 0.00466817 0.0081402 0.0046545 0.0042674 0.00411716 0.00402309 0.00433842 0.00395541 0.00386542 0.00613687 0.00413514 0.00375482 0.00352305 0.00372797 0.0129007 0.00791024 0.0118325 0.0120965 0.00782261
threshold=3.2025200283000004 4.3636502323000004 24.122256664450003 85.447264760050004 194.58701840130001 2.1194692063500002 -0.093074999999999991 194.04304600165003 0.39820604590000008 201.97224908750002 0.083565000000000014 23.031046061850002 110.96342087615001 16.555386813950005 196.92079858070002 83.511574906150017 0.094165000000000013 0.94945978800000008 72.692757749350008 -0.011399999999999999 206.36238950785003 40.742467179200005 210.70699256735003 61.82916008405001 94.047642319350018 107.97116697695002 19.134955254150004 66.697957758300021 90.259604813550013 23.969938375100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 -1 8 14 10 -9 -12 15 -7 -8 -13 19 -18 -3 20 -11 -22 -6 -20 26 29 -25 28 -28 -26
right_child=1 18 4 -5 22 13 7 9 -10 16 11 12 -14 -15 -16 -17 17 -19 23 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.036964681412515854 0.029462756577615129 0.079066520931967463 -0.056082747856308041 -0.065951399791523244 0.063760597740058586 0.038534079246196722 0.044488392547043155 0.071488326871516752 -0.062214155609460454 -0.076377465755839286 -0.045049223789711434 0.022528962124992918 0.054357985619480048 -0.043992045358591442 -0.031965138931851371 -0.10017117286534834 0.043764133642746686 -0.034617261987328264 -0.034321272999387073 -0.0698428342272229 -0.018636961648233096 0.064496608680734618 -0.016054637977981505 0.055843276745125639 -0.016917599705152799 -0.075605859101368744 0.0025821364397072052 -0.070268660591336671 0.085991950752270965 0.036435530035799267
leaf_weight=0.03475862134286789 0.0088421999116370387 0.0063719420406869167 0.0072830716424974176 0.04243278072681278 0.014917505252071805 0.056298010932695597 0.014042474114752734 0.01890433033491945 0.034284254243529766 0.010760519559145476 0.011951964562115336 0.0048640311532182068 0.028691073994195904 0.0077785017858360552 0.015206902029661296 0.0062468222803317985 0.018327271766700903 0.011488080943358625 0.028588603282093672 0.018124439516075341 0.015298877456298765 0.0098261998097086689 0.0097441518844760822 0.030829866407188433 0.07636987287711583 0.025879144410282606 0.26875658164589034 0.020719474571023966 0.018589702958706766 0.042928252038354486
leaf_count=178 41 9 46 70 47 149 58 20 84 19 15 28 28 31 158 13 63 38 200 45 69 26 26 172 578 95 369 44 23 158
internal_value=-0.000126135 -0.00291468 -0.025856 -0.0494975 0.0120914 0.00517415 -0.000742781 -0.0067545 -0.0313901 0.00337726 0.0262734 0.00975757 0.0262153 0.0285159 0.00473981 -0.0464564 -0.0159224 0.0135632 0.000763642 -0.0321994 -0.0131872 0.0138759 0.0322245 -0.000209595 0.00180499 -0.011603 0.00754876 0.00271566 0.00797829 0.002281
internal_weight=0.919106 0.602253 0.0832197 0.051275 0.0319447 0.316852 0.252776 0.218017 0.0635336 0.154484 0.0706582 0.0517539 0.0398019 0.0640765 0.0292494 0.0111109 0.0838254 0.0298154 0.519033 0.05401 0.0358856 0.0251251 0.0246617 0.512661 0.484073 0.145177 0.338896 0.308066 0.287346 0.119298
internal_count=2900 1878 230 111 119 1022 842 664 300 364 104 84 69 180 216 41 260 101 1648 159 114 95 73 1639 1439 831 608 436 392 736
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=15 5 3 5 22 6 10 16 17 6 6 21 21 16 9 13 9 13 22 23 20 16 17 16 16 16 15 15 5 0
split_gain=0.00130041 0.00292633 0.00399984 0.00376583 0.00378691 0.00230046 0.00240407 0.00146803 0.00755217 0.00951348 0.00664787 0.00742804 0.00540644 0.00536107 0.00484139 0.00360082 0.00968111 0.00952454 0.00605829 0.00536235 0.00489036 0.00816191 0.00473993 0.00337529 0.00558021 0.00492828 0.00681976 0.00295361 0.00277965 0.00686712
threshold=45.49682449725001 24.301614351200005 92.913112988300014 24.779543538450003 -0.082509999999999986 16.425383776450001 61.767325547050007 22.624947093000003 200.07083195085002 16.395383075500003 16.465384711100004 5.1084261806000013 12.650480313250002 22.674946976100003 188.53841931785004 117.38883580790001 197.58039077460003 117.30011668960002 -0.067574999999999996 -0.085699999999999998 41.289992964000007 22.604947139800004 190.74753769255003 22.534947303500005 22.494947397000004 21.979948601300006 42.133814420300006 41.211223942950006 21.042547594650003 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=7 -2 -3 -4 5 -5 -7 15 9 -9 -11 13 14 -12 -13 17 19 23 -18 -17 -21 22 -22 24 25 26 27 28 -1 -30
right_child=1 2 3 4 -6 6 -8 8 -10 10 11 12 -14 -15 -16 16 18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0025439263862399118 -0.066940027354842307 0.085282338523904461 0.028002859802081594 0.05072838705827043 -0.10007655833035188 0.024827638730797172 -0.1000522508663486 -0.054427235097473027 0.062372083676828609 0.054189122815747309 0.076148582072359292 -0.015869068765468685 0.020198045622120714 0.0039937127047443384 -0.0915608531198326 -0.068942092300819602 -0.076560512199641328 0.083104219036811894 -0.0086779879792753204 0.060299145578588155 0.05450715749593088 -0.059632984085803725 -0.0072223708539976396 0.041409195066175054 -0.089090826601001052 0.077336326582365819 -0.090219935970343168 0.08165392975561632 -0.0033405400200496103 -0.083559856149752046
leaf_weight=0.40991099090275884 0.0092457527296119224 0.0044163117451034841 0.011435861584743634 0.0041851035233264593 0.0074259080567031796 0.0027547682475415058 0.0035003798730883773 0.025848673216387397 0.022952934201839525 0.028988346225105488 0.015719677118909203 0.019071928152698092 0.016553616767737367 0.029851658784622259 0.015173183377015675 0.0090161775752193307 0.03207577586294974 0.014250431244818174 0.022278923429325914 0.016898345279514615 0.02251543143370327 0.017062489813724824 0.027794602685844438 0.019189041329809697 0.0071411747267120509 0.0080931929114740342 0.0084835103171485571 0.0044138251785170715 0.052857179624400175 0.013370684817886058
leaf_count=1733 30 8 35 15 46 7 35 34 38 34 20 19 20 61 35 61 40 15 24 23 24 22 33 21 8 12 25 3 355 64
internal_value=-0.000122541 -0.0171009 -0.00343469 -0.0168059 -0.0454872 -0.00665913 -0.0450551 0.000726148 0.00892444 0.000811197 0.0122013 -0.000428791 -0.0267245 0.0288833 -0.0494063 -0.00135718 -0.0151901 0.00244099 -0.0487368 0.00435627 0.0121985 0.000133913 0.0204037 0.000245045 -0.00132138 -6.05847e-05 -0.00134145 0.000227583 -0.000527242 -0.0195359
internal_weight=0.902476 0.0429641 0.0337183 0.029302 0.0178662 0.0104403 0.00625515 0.859512 0.17416 0.151207 0.125358 0.0963701 0.0507987 0.0455713 0.0342451 0.685352 0.147642 0.53771 0.0543547 0.093287 0.0842709 0.0673725 0.05031 0.52346 0.504271 0.497129 0.489036 0.480553 0.476139 0.0662279
internal_count=2900 176 146 138 103 57 42 2724 261 223 189 155 74 81 54 2463 227 2236 64 163 102 79 57 2221 2200 2192 2180 2155 2152 419
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=21 7 7 21 23 23 7 5 22 20 15 15 7 6 18 18 13 20 21 18 22 15 16 10 20 20 13 23 12 15
split_gain=0.00118132 0.0046223 0.00554888 0.00480864 0.00568772 0.00640242 0.00995906 0.00941763 0.00570968 0.00474149 0.00465789 0.00745122 0.00555556 0.00463587 0.00439673 0.00791465 0.00430676 0.00411483 0.00385099 0.00621593 0.00661109 0.00710644 0.00384422 0.00530079 0.00436862 0.00391833 0.00353054 0.00350399 0.00343775 0.00312219
threshold=2.9845679401500003 25.027970878050002 25.221560561650005 2.1194692063500002 0.083565000000000014 0.089335000000000012 23.195026784100005 21.964328598750004 -0.23771499999999998 37.572218886150004 42.80317728375001 33.005488016050009 23.724432465350002 16.425383776450001 13.849588037450003 14.140199600350002 117.53132408880002 42.541806567400009 4.3636502323000004 15.064837217800003 -0.11600999999999999 40.452545866750008 19.134955254150004 76.919475570250015 37.858673296900008 33.151194885250007 108.74544291850002 0.090390000000000012 72.692757749350008 37.576156502300009
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 7 -7 -1 -9 11 12 -10 -5 -8 -16 -15 22 19 20 27 -22 23 26 25 -25 -4 -2 -20 -6
right_child=18 2 17 13 5 6 14 9 10 -11 -12 -13 -14 16 15 -17 -18 -19 28 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.048371569504753222 -0.029231560010935062 -0.1001556607938614 -0.090965481504752407 0.068963477220749969 -0.067070986834889185 -0.089727024255088134 0.079372491857364766 0.076099712441555778 0.053137530953798688 -0.023292233003193503 -0.033282702982540491 0.097512497241356952 -0.020755626427528578 -0.063712408417656227 -0.059041062886202367 0.048984490197496393 0.043158170660148487 -0.10006243765789605 0.075939033361735631 0.028836337075149977 -0.082810606537725734 0.00030732654364411271 0.074724439847836652 0.090324466018221958 0.047979961867969219 -0.1000470881816566 0.0081237449617034274 0.052378511242079262 -0.00025035543473961725 -0.0075890991174437858
leaf_weight=0.0091897869592116876 0.01076425471533593 0.0076330183473602977 0.01002301776101433 0.025106558222365294 0.022376582010529944 0.016202655623102302 0.015985370486305328 0.0074083363019781237 0.023926999502000224 0.013630648755054153 0.0086103959583851974 0.018838552040506329 0.017702341101568209 0.0063682425500317672 0.0099009881814708933 0.021532189907012222 0.0092450424976959766 0.0044395176407299166 0.0059934739226719094 0.018831016304464931 0.03265160289482516 0.01501735855424613 0.006084204377657442 0.0014341429563514687 0.015949594578793524 0.0043929593569467795 0.0056073790884170185 0.010290743389248291 0.49817762431956059 0.014570576574442384
leaf_count=37 37 26 47 45 64 24 20 24 128 29 17 18 35 22 12 59 25 38 9 100 77 32 14 70 108 88 20 14 1639 22
internal_value=-0.000125954 0.00502993 -0.0209665 0.0110336 0.00465259 -0.00888065 0.00627739 -0.0324242 0.0256796 0.0117061 0.0355309 0.0453297 0.0217154 0.0423552 0.0366729 0.014958 -0.000431488 -0.00835558 -0.00270647 -0.0220651 -0.0360126 -0.0566256 0.0010057 -0.0109845 0.0209075 -0.0531936 -0.0554174 0.0106558 0.000655367 -0.0436136
internal_weight=0.887885 0.296159 0.0555638 0.240595 0.199875 0.121607 0.0846602 0.0372416 0.0782681 0.021039 0.0690783 0.0604679 0.0416293 0.0407198 0.0474185 0.0314332 0.0156133 0.0479308 0.591726 0.087555 0.068724 0.047669 0.0434913 0.0374071 0.0217767 0.0058271 0.0156304 0.021055 0.504171 0.0369472
internal_count=2900 992 411 581 489 254 168 77 235 53 198 181 163 92 91 71 47 385 1908 260 160 109 347 333 266 158 67 51 1648 86
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=15 16 19 9 7 18 17 20 13 16 13 23 23 15 13 0 2 22 22 7 16 16 7 18 16 15 23 5 16 4
split_gain=0.00121196 0.00340544 0.0048093 0.0042218 0.00540232 0.00411687 0.003602 0.00315278 0.00152262 0.00972881 0.0089841 0.00427951 0.00400711 0.00369125 0.00837407 0.00872737 0.00790136 0.00637023 0.00828976 0.00643088 0.00636194 0.0079556 0.00618345 0.0062266 0.0060892 0.0071968 0.00434421 0.00741477 0.00404519 0.00384616
threshold=44.617051254100005 22.674946976100003 14.451165964200003 200.63976601170003 23.282607548150004 13.415872650200003 199.30127897920002 41.621607100200002 112.82921081865001 19.974953289850003 113.13031812925001 0.25847000000000003 0.11747500000000002 30.046989284200006 109.57886493895002 93.262612545250008 91.18717909130001 0.15675000000000003 -0.02852 23.974509389900003 19.134955254150004 18.634956423400002 25.159995955100005 15.453654363050001 18.384957008000004 28.321365561200004 0.093480000000000021 15.299679811400003 18.144957569200002 277.00048312305006
decision_type=2 2 2 2 2 2 2 2 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 -3 7 -4 9 11 -10 12 13 14 20 -16 -15 18 19 -18 21 24 -21 -24 25 26 28 29 -1 -28
right_child=1 5 6 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 16 15 -17 17 -19 -20 22 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0032603181852982827 -0.10007689257125107 -0.034144139070048117 0.035341980828958654 -0.10010784642663478 0.054229219475691905 0.068231366500719953 0.051081444268410249 -0.10005528895349003 0.090545283647484959 -0.078298931615360723 0.0024537989637717743 -0.1000657524874419 0.055596275601826589 -0.10020167443669413 -0.0058253187864730676 0.10004384677634225 0.050157063533442375 -0.10014234252318482 0.070024050599550927 -0.10012406420887664 -0.084656339308061393 0.05838685986550457 0.048272016582095768 -0.10011726188595529 -0.090252573680068032 0.065721441092456742 0.036881587687551134 -0.082531498339228099 -0.10012365447647936 -0.052401734438111414
leaf_weight=0.15144483892028515 0.0039269945385775884 0.0069100403720625527 0.0029468191162322901 0.012364295256688251 0.0053735663173029025 0.0091022067354060709 0.0092609844494973004 0.0041302038875699054 0.011899010910838115 0.0167591514916694 0.42818642403053531 0.0042547082586313891 0.012874568116117091 0.010931718956271652 0.014162349446961819 0.017295948986429721 0.0091876340770333798 0.006474821704614441 0.014079430644301283 0.011806409718303712 0.0090559880882210564 0.021756194497356773 0.008701191578666112 0.0041892325777439518 0.0080739518753034645 0.014698800562314318 0.013263559678846459 0.01853287776924617 0.0038817195066087598 0.0075835404128400943
leaf_count=1152 45 36 10 35 18 13 17 35 22 48 745 39 51 20 44 16 21 18 28 52 13 37 29 40 24 23 95 84 11 79
internal_value=-0.0001223 -0.0146307 -0.0309292 -0.0618218 -0.0109238 0.0240515 0.0100356 -0.0436769 0.000834456 -0.00381148 0.00483561 -0.000365387 0.000819535 -0.00122389 0.00377539 0.0523821 -0.0226181 -0.00703867 0.00552973 -0.0212685 -0.00238304 0.000731321 -0.04784 4.72885e-05 -0.00503642 -0.00175078 -0.0068444 -0.0365098 0.00067668 0.00440303
internal_weight=0.873109 0.0540151 0.0380029 0.0216649 0.00930056 0.0160122 0.016338 0.00707702 0.819094 0.379009 0.440085 0.362249 0.357995 0.34512 0.27975 0.0314583 0.0653704 0.0544387 0.0479639 0.0338845 0.248291 0.239235 0.0246968 0.0128904 0.217479 0.209405 0.194707 0.03938 0.155327 0.0208471
internal_count=2900 209 160 98 63 49 62 45 2691 1924 767 1876 1837 1786 1578 60 208 188 170 142 1518 1505 121 69 1468 1444 1421 258 1163 174
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=0 3 3 21 15 0 18 18 16 13 9 9 6 2 22 15 23 16 0 4 8 23 6 15 15 22 17 21 5 22
split_gain=0.00120809 0.00479654 0.00555697 0.00698577 0.0040503 0.00307872 0.00234727 0.00715731 0.00765868 0.00633437 0.00632247 0.00686721 0.00482366 0.00526134 0.01304 0.0060303 0.0124783 0.0059066 0.00322242 0.00308379 0.00393109 0.00402901 0.00278983 0.00611679 0.0127213 0.00794082 0.00799789 0.00928177 0.00816577 0.00691815
threshold=85.716110573100011 93.770731131900007 93.58791597905001 4.9951517063000006 39.283112803100003 85.694602908050015 13.482409244300003 13.5308213324 22.604947139800004 117.48293184245001 199.46724415935003 205.70977008025002 16.545386580300001 154.60082690140004 -0.087910000000000002 39.283112803100003 0.088395000000000015 22.614947116400003 89.872466842800023 168.72122291465004 8.3434888241000014 0.079785000000000009 16.245379570700006 28.777417478550003 28.129673635100001 -0.073724999999999999 202.89085588380001 1.0000000180025095e-35 21.746930049350002 0.072320000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 -4 -3 -1 12 -8 9 19 -10 -12 13 15 -15 16 18 -16 -2 20 21 -9 23 24 -21 26 27 -25 -28 -27
right_child=1 4 3 -5 -6 -7 7 8 10 -11 11 -13 -14 14 17 -17 -18 -19 -20 22 -22 -23 -24 25 -26 29 28 -29 -30 -31
leaf_value=-0.0060557036445186944 0.092171738273371287 0.067962787933218888 0.024669168591499761 -0.078197113015845476 0.0054162259359180013 -0.081145258498454498 -0.073008889971307833 -0.020716636370344526 0.089978140342963545 -0.059633418917157545 -0.038189265642755293 0.049605328793466408 -0.032725155411000427 -0.082184616681691997 0.065856783416405329 0.083366839596581768 -0.024054021165308651 -0.013460982240006292 0.025229957620379603 0.00067429071332627676 0.0040362978178666064 -0.10010410999969498 0.020289112095731091 0.024762783437864592 0.091092898147421331 0.027305957965990692 -0.042485813638974905 -0.10020750583887982 0.09167718647708839 -0.039586911675239506
leaf_weight=0.098969355293925143 0.018225689798896383 0.019202077222871594 0.01000305364743781 0.019416584391038327 0.022467080785645521 0.0057790631997249866 0.013830774116513567 0.016780441592594342 0.015401140626636334 0.019750012377016901 0.015078760410688119 0.021775319924017822 0.020911275070830015 0.015668194460246809 0.018882454108052116 0.019505184744048165 0.031822206528886454 0.018672748254175531 0.011877125216869899 0.18181515337588744 0.024967045643279562 0.010327207209513745 0.064640898401535196 0.0074458723262864615 0.01701649039472386 0.043265233426154737 0.013287450258220534 0.029447978674642883 0.0068884809488736201 0.024057693359850418
leaf_count=568 28 17 24 46 30 12 17 24 23 36 27 38 31 44 32 16 32 27 23 1299 37 47 83 12 21 74 68 112 9 43
internal_value=-0.000136696 0.00126404 -0.000669162 -0.0432213 0.0342391 -0.0101985 0.0011682 -0.00202448 -0.000106754 -0.00423055 0.0361704 0.0136844 0.0119587 0.018898 -0.00555208 0.0348788 0.019606 0.0264194 0.0657597 -0.00174338 -0.0245927 -0.0509609 0.00132436 -0.00246836 0.00841253 -0.0198606 -0.0473024 -0.0749862 0.00332021 0.00340194
internal_weight=0.857178 0.75243 0.71076 0.0294196 0.0416692 0.104748 0.681341 0.525776 0.511945 0.45969 0.0522552 0.0368541 0.155565 0.134654 0.0532234 0.0814302 0.061925 0.0375552 0.0301028 0.43994 0.0520747 0.0271076 0.387865 0.323224 0.198832 0.124393 0.0570698 0.0368939 0.0201759 0.0673229
internal_count=2900 2320 2273 70 47 580 2203 1970 1953 1865 88 65 233 202 103 99 83 59 51 1829 108 71 1721 1638 1320 318 201 124 77 117
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=8 8 10 20 7 21 22 20 13 14 22 6 21 10 0 23 9 9 18 2 22 13 10 5 16 18 22 6 22 12
split_gain=0.00124531 0.00331379 0.0039097 0.00275822 0.00225397 0.00211222 0.00177763 0.00496432 0.00709275 0.00660282 0.00454634 0.00634318 0.00424659 0.00552702 0.00441957 0.00410964 0.00641222 0.00828581 0.0062022 0.0060068 0.00380433 0.00375109 0.0037033 0.00720328 0.00439774 0.00330237 0.00343199 0.00314298 0.00312533 0.00310756
threshold=9.5425530862500008 8.8430989333000021 62.55235532115001 38.703421923500009 21.725272673150005 3.8005420560000007 -0.062629999999999991 41.24714903835001 98.238948544700023 254.94306957265005 -0.060760000000000002 16.435384010100005 5.5487347714000004 62.175971182900007 86.866770652900016 0.084795000000000023 199.82130058355003 188.78154115175002 14.708525021850003 69.280267125550012 0.06041500000000001 117.99105042915001 61.950140699950005 22.443872254700004 19.254954973500002 13.086509421050001 -0.031989999999999998 15.710367070250003 0.0043900000000000007 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 6 -3 -2 -5 -4 21 8 -8 15 -9 12 13 -12 -14 19 17 -17 -18 -10 -15 29 -11 24 -24 26 -13 -16 -19 -1
right_child=3 2 5 4 -6 -7 7 10 9 22 11 25 14 20 27 16 18 28 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.056350881295372239 0.072329379193976195 -0.082853583619702909 -0.040251218208256279 -0.051460443612700857 0.038400500795446005 0.022918862109535882 -0.1000353846775959 0.091023221564614662 -0.0031560155351892647 0.10003142575139184 0.070756490487013809 -0.10008089477548313 -0.062898422774651991 -0.080370509701501683 0.012898361388236752 0.031598039770515104 0.077735236161106697 -0.027397118419306445 -0.015682165490875873 0.067967307356612605 0.0075657957170128416 -0.0724760586872054 0.022537310750302207 -0.032614881970625863 0.091020513271033721 -0.086748106183077517 0.056250587267279044 0.078578432411547924 -0.089164935390217054 -0.00077566421348246523
leaf_weight=0.010273023707100093 0.0074974322048433342 0.010354859568188601 0.010329024783906959 0.0055280073364265547 0.0056382892544206697 0.01085683406301996 0.0051041444089395807 0.0041058019123738623 0.026088571023137774 0.010690319904824719 0.0043694536806526676 0.0021991721542633505 0.0056728538616539472 0.015314351207031507 0.024743347969858664 0.014738113518177443 0.013719757538638078 0.016173727897694334 0.014745434629958254 0.021794877900617848 0.0072482304910010944 0.0076508394141399086 0.018831788089869406 0.011915079870817635 0.018676664758459083 0.016083513557077822 0.0038851159233130872 0.010326387899112888 0.016598353657855114 0.48838504917350206
leaf_count=23 15 48 25 39 13 18 159 5 30 15 9 8 16 56 195 36 17 17 32 41 39 68 52 29 29 52 84 11 27 1692
internal_value=-0.000127992 -0.00070873 -0.0324935 0.0254142 -0.00608622 -0.00787929 0.000561345 0.0069086 0.0162442 0.0194703 -0.0118799 -0.0165826 -0.00137496 -0.0321853 0.0189916 0.00627216 -0.00818872 -0.0306757 0.0293435 0.0292168 -0.052121 -0.00298675 0.0466637 0.0351203 0.0566373 -0.0630089 -0.000255587 0.0322381 -0.0586812 -0.00192059
internal_weight=0.839538 0.820875 0.0315407 0.0186637 0.0111663 0.0211859 0.789334 0.283025 0.189077 0.183973 0.0939482 0.0898424 0.0676746 0.026932 0.0407426 0.123859 0.0759754 0.0475102 0.0284652 0.0478834 0.0225626 0.506309 0.0601139 0.0494235 0.0375085 0.0221678 0.00608429 0.0350697 0.0327721 0.498658
internal_count=2900 2833 91 67 52 43 2742 959 484 325 475 470 326 104 222 200 129 80 49 71 95 1783 125 110 81 144 92 206 44 1715
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=9 17 9 0 20 2 22 9 9 17 17 9 22 22 10 2 17 17 6 18 9 15 13 0 20 14 16 15 22 0
split_gain=0.00130545 0.00190736 0.00160596 0.00386641 0.00438523 0.00250899 0.0025663 0.00151757 0.00326262 0.00426526 0.00286419 0.00258969 0.00393199 0.0109794 0.00802023 0.00620608 0.00466176 0.00452759 0.00395303 0.0029456 0.00205894 0.00173548 0.00589358 0.00959248 0.00508185 0.00665142 0.00562893 0.004877 0.00481856 0.00386574
threshold=233.97947574895002 237.45530840880002 223.24918598180003 94.418649541350007 41.590548329450009 357.36576196840008 -0.037524999999999996 219.38617924735004 216.18094582280003 203.35246479535002 207.35596244665001 207.13025159505005 -0.090694999999999998 -0.060760000000000002 67.171126389250006 207.83068032845003 197.05557773135004 188.07781354100004 13.775321858200002 14.092183088000002 206.65653280825003 28.566186095050004 109.57886493895002 95.762878606550018 37.858673296900008 148.72666206180003 20.914951091750002 28.321365561200004 -0.081169999999999992 93.910530954700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 7 -7 8 11 -10 -9 20 14 -14 19 16 -15 -16 -19 -13 21 27 23 29 26 -26 28 -1 -24 -23
right_child=1 -3 3 4 -6 6 -8 10 9 -11 -12 12 13 15 17 -17 -18 18 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0054043292229145499 -0.10008992663090643 0.015327620199235909 0.066477510557094513 0.042957005033066827 -0.085622880928258746 -0.087807470009339236 0.017783163784231466 -0.074096440855815612 0.069056039775821559 -0.032023849770604178 0.019636636917640633 0.017001955264419038 -0.10014404593234422 -0.038750968368748077 0.051481999261567213 -0.076044713600589509 0.045632770040516267 0.021038167563358703 -0.10008464097069397 0.093668710487360612 0.056444434323507611 -0.011219783409058683 -0.026535867165987083 0.041291014450967174 -0.08632236730011314 -0.0012747715306361943 0.078742626613831412 0.076629542336611067 0.03812094684767342 -0.10010724775795901
leaf_weight=0.1905466781862486 0.0031426257411943928 0.0026301454641100008 0.011657567818019743 0.0057027266596723081 0.0049589320269944892 0.0064630311003431862 0.0035749100793864841 0.0075122002247303143 0.014580648164869814 0.0058493414541089797 0.005759279479411461 0.010959833156903187 0.016892770812390268 0.0096759821724199391 0.004161101922580456 0.0090798931537392491 0.020244310286329892 0.0036822599170491807 0.010044823828593508 0.0092333878856152296 0.0068300562121805788 0.0067600991148850645 0.020462283182496321 0.0098556957823179303 0.0094459472250036924 0.34726864824878589 0.015900677331956103 0.010124383765514722 0.026393615236884216 0.017712270673541752
leaf_count=1371 24 20 24 36 28 62 25 46 43 33 28 30 64 41 27 36 45 36 38 15 21 23 40 27 20 543 25 16 27 86
internal_value=-0.000116444 -0.0475043 0.000216623 0.0266739 -0.0168478 -0.00052242 -0.0502024 0.000109647 0.000683305 0.0401157 -0.0334201 -0.000383331 -0.0159167 -0.0328009 0.00886457 -0.00363146 0.0183437 -0.0398946 -0.0675937 0.052058 0.00182405 0.00125403 -0.0021703 -0.0420071 0.0010898 -0.00352687 0.0273314 0.00899783 0.00988489 -0.0755535
internal_weight=0.827106 0.00577277 0.821333 0.0223192 0.0106617 0.799014 0.0100379 0.788976 0.775705 0.02043 0.0132715 0.755275 0.0939744 0.055893 0.0380814 0.0390002 0.0299203 0.0178882 0.0137271 0.0201932 0.6613 0.65447 0.453799 0.0343281 0.419471 0.356715 0.0627566 0.200671 0.0468559 0.0244724
internal_count=2900 44 2856 88 64 2768 87 2681 2607 76 74 2531 332 186 146 122 86 101 74 45 2199 2178 791 136 655 563 92 1387 67 109
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=13 23 13 18 13 16 19 13 6 6 5 20 18 6 21 10 18 22 13 21 18 16 18 6 21 21 22 0 6 13
split_gain=0.00115429 0.00351631 0.00339417 0.00321476 0.00257339 0.00256791 0.0045263 0.00346162 0.002972 0.00624514 0.00422474 0.00400816 0.00396973 0.00455863 0.00384005 0.00428023 0.00323588 0.00266194 0.00487165 0.00338558 0.00337637 0.00804515 0.00498738 0.00520245 0.00383447 0.00719041 0.00619604 0.00572553 0.00906059 0.00582155
threshold=95.99139754765001 0.079785000000000009 96.429616222950017 14.708525021850003 73.376087754350024 13.534968349350001 11.850956171350001 99.19872809730002 13.665319288000001 13.825323026450002 13.697488545350001 34.997818021800008 13.057710350500001 8.1951914793500027 5.1659621353500009 69.873026810350026 17.327266398450003 -0.50001499999999999 103.02440401690002 5.2269517379000012 15.409823741150001 18.764956119400004 15.312071772700003 14.185331438000002 2.7924425290000001 4.6354459407500004 -0.088099999999999998 85.737618238150006 15.785368822600002 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=1 3 -2 -1 -5 -4 7 -7 10 -10 14 -12 -13 -14 -8 -16 -17 19 -19 -11 22 -22 23 -20 -25 -26 27 29 -29 -27
right_child=2 -3 5 4 -6 6 8 -9 9 17 11 12 13 -15 15 16 -18 18 20 -21 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.087588594118533203 0.072071130464427743 -0.068990498115301252 -0.044524704806877452 -0.10005019222293872 0.019486959892738534 0.099522894333370346 0.040526820190397529 0.013879846375788688 0.058504586689860208 -0.058612406958654287 0.040934351795031014 0.062521691429876597 0.040117401219613845 -0.080579478256473103 0.048390766351693995 -0.10006401833823864 0.011211586528849687 0.083132097820197828 -0.066698140379575985 0.020906051657941203 -0.10009669799901758 0.032767518523076911 0.068859144590475582 0.013657030964930284 -0.032997435572509608 0.0095246680835021011 0.013210875694050592 -0.062940355795690975 0.012147935213719178 -0.091666305841115236
leaf_weight=0.0037250651464652831 0.0066147535101208623 0.009724709769776213 0.012665040657163118 0.0019338912182375592 0.026197036914928251 0.0078838898734829854 0.016360862662168074 0.011758293573933543 0.018795348384628596 0.016284310988737727 0.004936773521194481 0.0026071259417221873 0.0035536413370209621 0.026203856846450435 0.0051218079348700476 0.0075332397060314804 0.0040014297555899248 0.0071902858549605089 0.011331379871080571 0.0079770630923121644 0.010374395733151687 0.0081279890810037614 0.010839047886292974 0.18326645313840118 0.069661372096877727 0.0085690596367556382 0.20039109374824532 0.020535763409725405 0.073894726271745981 0.016894003335794494
leaf_count=54 22 371 119 71 288 17 78 43 42 53 20 7 10 180 12 113 9 20 32 24 44 15 9 395 162 43 405 60 94 88
internal_value=-0.000127054 -0.0163579 0.000745601 -0.000290645 0.0112692 0.000130283 0.000880266 0.0482549 -0.000386722 0.00168319 -0.0199362 -0.0429969 -0.0557995 -0.0661659 0.00611673 -0.0276827 -0.061462 2.82707e-05 0.00129765 -0.032467 0.000339142 -0.0417302 0.00164651 0.000400202 0.00172662 -0.00388043 0.00245247 -0.0155292 -0.00418149 -0.0576126
internal_weight=0.814954 0.0415807 0.773373 0.031856 0.0281309 0.766758 0.754093 0.0196422 0.734451 0.664132 0.0703187 0.0373014 0.0323646 0.0297575 0.0330173 0.0166565 0.0115347 0.645337 0.621076 0.0242614 0.613885 0.0185024 0.595383 0.584544 0.573212 0.389946 0.320285 0.119894 0.0944305 0.0254631
internal_count=2900 784 2116 413 359 2094 1975 60 1915 1486 429 217 197 190 212 134 122 1444 1367 77 1347 59 1288 1279 1247 852 690 285 154 131
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=9 15 21 6 18 5 0 5 16 23 18 23 16 0 21 17 9 6 23 20 20 21 16 21 15 5 10 16 23 15
split_gain=0.00108512 0.00214705 0.00194169 0.00217748 0.00406966 0.00124176 0.00512401 0.00478518 0.0051932 0.00387984 0.00376211 0.00364391 0.00344597 0.0030582 0.00778396 0.00598313 0.00565891 0.00378791 0.00323322 0.00316693 0.00766613 0.00888049 0.00453506 0.00445862 0.00902556 0.00809344 0.0102595 0.00699371 0.00415629 0.00730097
threshold=37.256168974800005 6.9561856507500011 2.7327447008500005 2.7550643716500001 16.118666550000004 20.717225865800003 91.625341543800019 21.197160116700001 22.564947233300003 0.12424000000000003 13.228319457400001 0.11308000000000003 22.624947093000003 86.530713386650021 6.338788634150001 201.59899553070002 199.21354841250005 16.435384010100005 0.090640000000000012 42.207998345450008 43.45354240915001 1.8462237188500004 22.694946929300002 11.007427546000001 41.018034898650008 21.746930049350002 61.987779113750001 22.704946905950003 0.083185000000000023 27.471913688500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 7 8 -7 11 -11 13 -10 19 15 17 -16 18 -15 23 21 -21 -23 25 -25 -9 27 -27 29 -22
right_child=5 2 3 -5 -6 6 -8 9 12 10 -12 -13 -14 14 16 -17 -18 -19 -20 20 28 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.085561994860369639 0.0045026321644381006 0.025290305534249581 0.087865716832790097 -0.10003015429482354 -0.10002645848545587 0.013301203916562818 -0.066210935534118512 -0.10021553548890552 -0.086603098429602052 -0.00056715301353849003 -0.085736948804836205 0.058285231179409702 -0.024435840034079778 0.0016383436285386408 0.0076065851962381264 -0.043277845482162992 0.086760431814805514 -0.029322322186584617 0.060837596562502309 0.051223048596377087 0.03142515116549198 -0.081666963784011309 0.018223434076928644 0.094818074088262802 -0.015744181085935085 -0.076973661179263006 0.055567108253528244 0.0065532732074322399 0.04764850698766368 -0.078381957881918554
leaf_weight=0.0015492711128399219 0.37863623260688839 0.0035713916616074157 0.002248381293611601 0.0059423929907946871 0.0023656621139644951 0.019363553324637905 0.012606246533039211 0.0080063569853336958 0.015465011907508597 0.011602182306035047 0.0093787453166669366 0.012680588369870627 0.021056529978977778 0.016982015697067254 0.015382732979638547 0.023783362591530022 0.021877911813135142 0.012772877438692376 0.020199567615890146 0.0076162877758179084 0.014361899991560456 0.031707213827752767 0.0053055307926683773 0.015069886023802326 0.014475910991052388 0.015764807272866221 0.026044665483375695 0.027529230771961011 0.018598488803604596 0.010468793381448904
leaf_count=52 1383 101 7 147 89 29 93 10 16 27 22 30 31 32 29 38 23 23 21 15 105 145 17 22 29 135 94 65 35 35
internal_value=-0.000141018 -0.0261918 -0.0384468 -0.06001 -0.00846831 0.000378089 -0.00344867 -0.00144814 -0.0285638 0.00301394 -0.0386392 0.0057567 -0.0507605 0.00357955 0.0168294 -0.00199501 0.0540825 0.0176598 0.0337994 -0.00396454 -0.018007 -0.0471132 -0.0673483 0.00760386 0.0406483 -0.0050191 0.00597298 -0.0238617 0.0119033 -0.0148703
internal_weight=0.802414 0.0156771 0.0141278 0.0105564 0.00461404 0.786737 0.4081 0.395494 0.0558851 0.339609 0.0209809 0.318628 0.0365215 0.305948 0.110998 0.0737378 0.0372606 0.0499545 0.0371816 0.194949 0.0880582 0.044629 0.0370127 0.106891 0.0295458 0.0773451 0.0693387 0.043294 0.0434292 0.0248307
internal_count=2900 396 344 243 96 2504 1121 1028 76 952 49 903 47 873 166 114 52 76 53 707 352 177 162 355 51 304 294 200 175 140
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=15 23 20 20 20 16 8 16 17 6 18 20 2 21 23 21 15 22 23 23 17 23 23 20 0 22 20 17 17 17
split_gain=0.00109929 0.00255996 0.00281923 0.00282894 0.00277926 0.00349383 0.00323507 0.00154772 0.0059131 0.00728125 0.00591791 0.00698685 0.00465715 0.00405769 0.0031323 0.00290595 0.00283764 0.00262383 0.00532681 0.0115496 0.00843447 0.0058326 0.00446366 0.00482962 0.00404412 0.0040903 0.00396439 0.00380504 0.00307528 0.00437342
threshold=45.49682449725001 0.092290000000000025 41.621607100200002 42.233786329550007 42.737166331000005 22.674946976100003 8.3434888241000014 22.624947093000003 200.07083195085002 16.395383075500003 12.933745112000002 39.646013290900008 176.58278076550002 10.048480919900003 0.099010000000000029 4.9951517063000006 43.938093326450009 -0.096499999999999989 0.083565000000000014 0.086655000000000024 188.31851043910004 0.088105000000000017 0.093760000000000024 36.625813070500008 88.76213363490001 -0.59681499999999998 37.186372654950006 181.85746889350003 234.67375690460003 220.68978861510001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 -3 -4 6 -6 -2 16 9 -9 11 -11 13 15 -14 -12 17 18 26 -20 27 -22 -23 -24 -25 -26 -1 -21 29 -19
right_child=1 2 3 -5 5 -7 -8 8 -10 10 12 -13 14 -15 -16 -17 -18 28 19 20 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.076974911263721635 0.011922546646342021 0.062155024525217553 -0.10009503584656482 0.028209426863726912 -0.054258261695058631 0.085413788324892395 -0.091917000884003675 -0.049908430652985121 0.0605966133239281 0.019844326931596129 0.045970784257700098 -0.068448315670095974 0.022962532161161484 0.078780675294145175 -0.060222795462251268 -0.010680423328205905 -0.053896009946425155 -0.0059610896090722832 0.075246222259209947 -0.0010232950755359788 -0.087776232469138779 0.028461192790100221 0.065907444171266247 0.0072023735029242211 0.029200870605811047 -0.079516033598111505 -0.0050896095007494733 0.070012337804446489 0.04950904202424701 -0.087919827544149953
leaf_weight=0.0085750133814695428 0.0041609132905477972 0.0068385417318950203 0.0030668278602661303 0.0039086098180902695 0.0037308884810016698 0.0034443381055666578 0.010755764874886609 0.022434618214902002 0.019820375341396357 0.019462137662230816 0.02231511717786816 0.016613120247683355 0.0097408422439144715 0.0199617701000534 0.0084561551284423331 0.01523729191677603 0.010209789741679742 0.34715032722249273 0.029404036118812815 0.011251578026667985 0.0091857783448601182 0.027458798030692844 0.0053453633141632975 0.013945926650080764 0.0041936972527878416 0.019799041613005386 0.072833802506035994 0.022862980265693222 0.0097229748712903685 0.0066351814358052144
leaf_count=138 20 21 12 29 33 9 52 34 38 32 32 41 23 18 17 26 28 1177 73 72 21 73 32 16 16 98 578 50 50 41
internal_value=-0.000143268 -0.0172376 0.0165293 -0.028201 -0.0383519 0.0127888 -0.0629516 0.00067227 0.0096115 0.00208255 0.0125167 -0.0208156 0.0283991 0.0423496 -0.0156937 0.022984 -0.00162822 -0.000721222 0.0077696 0.0193646 0.0049565 -0.0128105 -0.00307633 -0.0230833 -0.0356217 -0.0605134 -0.0126615 0.0465835 -0.0059734 -0.00749821
internal_weight=0.788522 0.0359059 0.013814 0.00697544 0.0220919 0.00717523 0.0149167 0.752616 0.154041 0.134221 0.111786 0.0360753 0.0757112 0.0575142 0.018197 0.0375524 0.598574 0.588364 0.224856 0.143447 0.114043 0.0799286 0.0707428 0.043284 0.0379387 0.0239927 0.0814088 0.0341146 0.363508 0.353786
internal_count=2900 176 62 41 114 42 72 2724 261 223 189 73 116 76 40 58 2463 2435 1167 451 378 256 235 162 130 114 716 122 1268 1218
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=6 13 17 2 22 17 17 8 4 8 15 12 12 22 15 12 8 17 8 15 6 4 20 13 10 0 17 5 22 23
split_gain=0.0010507 0.00329828 0.00150866 0.00325616 0.00386491 0.00225521 0.00692398 0.00391998 0.00458765 0.00524998 0.00412236 0.00306321 0.00378051 0.00286191 0.00255209 0.00237282 0.00280048 0.00352851 0.00308474 0.00235117 0.00471761 0.0021763 0.00215377 0.00625722 0.00583796 0.00716304 0.00486458 0.00264548 0.00264155 0.00777032
threshold=20.305474434200004 119.04223755815001 168.45154159730004 215.60007756200005 0.28022500000000006 182.28951942140003 183.58889821140002 8.4434108459500017 143.35918460430003 8.2435668022500028 35.34809845485001 94.472960382900013 109.28780703725 -0.011399999999999999 25.918792046100005 82.187369520450019 8.8430989333000021 196.65693750130004 8.7431769115000026 20.742056627150003 13.915325129350002 154.22131086990001 36.625813070500008 113.85351336640001 66.318885161900013 93.679323555450011 199.41622983390002 17.239531617500003 0.20327000000000003 0.093760000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 -4 10 11 -10 -13 14 19 -8 18 -18 21 20 -14 -17 23 24 -23 -26 -27 -28 -24 -30
right_child=-2 -3 5 -5 -6 6 15 -9 9 -11 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 22 28 -25 25 26 27 -29 29 -31
leaf_value=-0.074939049284607581 0.032429866815747728 -0.074077028297105052 0.091164748333882842 0.032719290234036587 0.091215616157119817 -0.058782222080020832 -0.047300963010909559 0.057782656546621007 -0.10012899054246167 -0.10009776875399563 -0.10017680728759432 0.095260481342251513 0.03447475674188781 -0.076269163171271762 -0.032254358335098411 0.052972226367515952 -0.080542605833038905 -0.0024728514882387232 0.041146256542459472 0.069618488324377156 -0.10007142376384355 -0.10017625145661178 -0.0028651561750815853 0.093265396539344125 0.072084197067710867 -0.10010927009411526 0.050778257618177017 -0.04257770698879345 -0.010631540110953245 0.090548731050028877
leaf_weight=0.011761845482773481 0.0097839065907123768 0.0060525683317251824 0.0055668298591626799 0.006161953548225684 0.0015890981540691582 0.020206536073533954 0.010148332149640282 0.017971311707796644 0.00225560470980568 0.0051624072989397965 0.0034197957493233835 0.005714144674641374 0.013620497724324158 0.0036401846058677972 0.0081272456482679445 0.008088711754680844 0.0092175043980287086 0.015565792851511162 0.020263113488908857 0.010172644629619754 0.0032226209050136836 0.0048019380276400061 0.49931488715840322 0.0096073097956832498 0.013896025281155744 0.0056717046766510673 0.0072337423827567582 0.0052300985071838113 0.020692701394953161 0.011986885114453116
leaf_count=276 25 71 9 73 12 71 33 32 12 18 5 14 104 62 37 11 26 37 37 40 42 11 1512 19 19 81 87 23 77 24
internal_value=-0.00013337 -0.000549094 3.6236e-05 -0.0274104 -0.0551625 0.00075919 -0.00114541 0.0167431 0.00463289 -0.0040724 0.00580791 0.0135603 0.0193233 0.00813503 0.0168778 0.000669467 0.00144028 -0.0315089 0.00278603 0.0316584 0.00873182 0.00146077 0.000740448 0.0213931 0.00264663 0.0180611 -0.0233331 0.0116041 -0.00106244 0.0264814
internal_weight=0.776148 0.766364 0.760311 0.0195129 0.0133509 0.740799 0.661925 0.0788733 0.060902 0.0553351 0.0501727 0.0467529 0.0444973 0.0387832 0.035143 0.641719 0.63157 0.0247833 0.606787 0.0270158 0.0168431 0.586524 0.578435 0.0464408 0.0368335 0.0320316 0.0181355 0.0124638 0.531994 0.0326796
internal_count=2900 2875 2804 361 288 2443 2068 375 343 334 316 311 299 285 223 1997 1964 63 1901 186 146 1864 1853 240 221 210 191 110 1613 101
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=15 13 2 20 0 22 18 13 5 22 22 12 22 21 19 0 22 16 7 21 15 5 7 7 7 0 5 15 5 22
split_gain=0.000990116 0.00458032 0.00191304 0.00137633 0.00314517 0.00311318 0.00301644 0.003119 0.00631025 0.00784166 0.00762964 0.00788565 0.00990016 0.00855094 0.00547489 0.00522588 0.0047879 0.00447602 0.00411013 0.00380379 0.00576512 0.00736898 0.00334702 0.00513091 0.00771682 0.00642081 0.00906758 0.00313499 0.00390428 0.00323958
threshold=46.574831689400007 117.61735474900001 248.59864686230003 42.178283198950005 103.44649194340002 -0.18126999999999999 17.267778657600005 115.02030419500001 20.206488238950005 -0.074434999999999987 -0.085249999999999992 144.78335471795 -0.14380499999999999 5.7587983756000005 14.551174033150001 86.345209775600011 -0.013805 22.584947186600004 22.597569836950004 8.8712712239000009 30.046989284200006 16.664129935850003 22.041499846600004 22.620341628000002 22.765858321950002 90.837623311600012 21.042547594650003 42.385947950200006 22.553892743650003 -0.036264999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 14 -9 10 11 13 17 18 19 27 -17 -13 -10 22 21 -21 -1 -24 -25 -26 -27 28 -11 -30
right_child=1 2 -4 -5 5 -7 -8 8 9 15 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-0.061545463906429725 -0.079965274392208754 -0.033797117697900968 0.04795615282978799 -0.0054845101830404697 0.03816445215065175 -0.088542550703849671 0.053751431213909767 0.071309021739102516 0.027636611016060738 0.019833693217163662 -0.068431330727902903 0.069044098578183846 -0.079009427019128498 0.092345720148157451 -0.092233971986290866 0.086950756087686043 0.018887916384821096 -0.025728723300754069 -0.069278019192330897 -0.076362703658417477 -0.086654830096904903 0.03555850725157883 0.083109273241977671 -0.080945301629141431 0.052463999915265735 0.0054955422608708232 -0.100163285591547 0.039593641896250767 -0.10016503868884626 -0.0089032651737862758
leaf_weight=0.0075938001584576744 0.0081405903016005254 0.0046106431314187901 0.007548201286681433 0.25513056844972104 0.0026935738193674674 0.0069230075911626554 0.012221078620996195 0.01683191006850393 0.011765019845881852 0.01912821912696927 0.019728766312255175 0.0098196268944654719 0.019698138286003086 0.015304665157600539 0.0068197657456039442 0.021536281746193708 0.0198719807449379 0.010118394922983498 0.0069675980103056636 0.0090560977403484344 0.012378042403554446 0.016788426169085824 0.0082956228715715952 0.010418756731723988 0.027159970748854789 0.15513808550755392 0.0085710576216229128 0.019220796732952294 0.0066935817686726287 0.0092854519574672167
leaf_count=108 76 36 20 1159 97 290 38 28 51 29 23 24 37 17 11 35 31 18 10 53 46 56 21 13 43 413 35 36 9 37
internal_value=-0.00012197 -0.0219123 0.0169552 0.000471639 0.00357268 -0.0530523 0.00470616 0.00342594 0.0126353 0.00741372 -0.0132008 0.00158917 -0.0287284 0.0368938 -0.00380786 0.0275257 0.0542871 0.0209476 -0.00841079 -0.00144668 -0.0305368 -0.00365945 0.0036731 0.00603615 0.00285975 0.00743433 -3.62679e-05 0.00712838 -0.010646 -0.0471326
internal_weight=0.765458 0.0202994 0.0121588 0.745158 0.490028 0.00961658 0.480411 0.46819 0.20597 0.189139 0.0934022 0.0736734 0.0396362 0.0340373 0.26222 0.0957363 0.0414083 0.019938 0.0187326 0.2554 0.0382226 0.0258445 0.217177 0.209583 0.201288 0.190869 0.163709 0.054328 0.0351073 0.015979
internal_count=2900 132 56 2768 1609 387 1222 1184 385 357 180 157 79 78 799 177 66 42 61 788 155 109 633 525 504 491 448 111 75 46
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=7 16 19 22 18 16 20 7 2 10 0 0 14 5 23 18 0 23 0 18 8 6 9 0 6 5 20 5 13 9
split_gain=0.000954059 0.00288257 0.00389105 0.00374667 0.00207299 0.00252986 0.00230982 0.00239253 0.00192022 0.00186459 0.00166318 0.0026895 0.00437279 0.00541705 0.00314463 0.00276763 0.00629802 0.00510433 0.00494108 0.00446289 0.0024475 0.00221292 0.00664861 0.0060491 0.00677381 0.00640936 0.00522823 0.00431587 0.00584226 0.00513761
threshold=26.752366550650006 9.6249774926000011 13.451085274650001 0.06041500000000001 17.140917755100002 11.599972874200001 43.368902217050007 23.031046061850002 166.57119979220002 90.988176966900014 105.70748523110002 98.851916998450022 267.54022483715011 13.999568943650003 0.11467000000000002 15.312071772700003 96.249489528150022 0.088990000000000027 97.671683879200017 15.409823741150001 1.7486353823000003 14.835346625500001 203.83507631320003 93.262612545250008 15.135353635100001 18.228105795950004 43.124157941850008 18.310380701750002 107.37432927200003 201.2906445504
decision_type=2 2 2 2 2 2 2 2 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 -3 5 6 7 -1 -6 -2 11 15 13 -13 -15 21 19 -18 -19 -17 -12 22 27 24 -23 -25 -24 28 29 -7
right_child=1 2 -4 -5 8 10 -8 -9 -10 -11 20 12 -14 14 -16 16 17 18 -20 -21 -22 23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=0.088571280857233509 0.070464134743570619 -0.076369602999267372 0.035779059638303794 0.019262896861249303 -0.031494766529187347 -0.013344403611247163 -0.091492343749007554 -0.10002838731415249 0.05810110796859809 -0.041578999071682089 -0.018608265580153827 0.032569815788521188 -0.080024312180455082 -0.10004932416116075 0.033269346813549358 0.031784537366291089 0.071807446019095666 0.062665825989154142 -0.052875097853341782 -0.088837596779423114 0.091864546648393455 -0.060059272178810567 -0.072986607763352418 0.08653482146173283 0.0018710333603624814 0.0025027359309055704 0.020869467140397363 0.031357970584983123 -0.066483978601606611 0.081701356541903566
leaf_weight=0.0018121540568696304 0.0053495813544461859 0.01583444136756551 0.0066875760915650053 0.0055265402199503591 0.0030549095540770574 0.025658182129106422 0.0056364116519960206 0.0010696636092322187 0.011024859369600071 0.0020561841969984895 0.0034678626440722837 0.015415830853729773 0.010753314965178618 0.0066840611215361889 0.0024061368667389615 0.0053073557455718401 0.024217466220790129 0.0065764548282913901 0.0084659557742270408 0.0072675781873670076 0.004755587605927758 0.018418492464917335 0.02516446508124659 0.017002487467834726 0.42970538658723623 0.019471084082056223 0.0077670030586887142 0.031499972680876454 0.015644648339730338 0.0073067076300503677
leaf_count=21 32 233 38 46 25 140 92 52 63 212 32 77 113 67 9 7 49 11 36 44 17 37 105 25 1065 34 19 137 53 9
internal_value=-0.000123406 -0.0161356 -0.0307872 -0.0516274 0.000669969 -9.25819e-05 -0.0542578 0.0185675 0.0386614 0.0393558 0.000573249 3.63611e-05 -0.0268616 -0.0035336 -0.0647604 0.00149663 0.0236623 0.0433897 -0.00236127 -0.037928 0.0452777 -0.000425866 -0.0130249 0.00251308 -0.000674385 0.0416751 -0.0508503 0.00252444 -0.0161603 0.0077226
internal_weight=0.751008 0.0354543 0.0280486 0.021361 0.715554 0.701474 0.00851823 0.00288182 0.0140798 0.00740577 0.692956 0.684733 0.0352593 0.024506 0.0090902 0.649473 0.0518348 0.0392599 0.0150424 0.0125749 0.00822345 0.597638 0.113041 0.484597 0.448124 0.0364736 0.0329315 0.0801095 0.0486095 0.0329649
internal_count=2900 561 317 279 2339 2251 165 73 88 244 2086 2037 266 153 76 1771 147 96 47 51 49 1624 463 1161 1102 59 124 339 202 149
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=22 13 9 22 23 16 0 5 2 5 17 18 18 9 16 13 2 2 17 0 17 21 5 21 21 6 4 22 17 10
split_gain=0.000923233 0.00188019 0.00139533 0.0013361 0.0033299 0.00121289 0.00111644 0.00373248 0.00340916 0.00544151 0.00503134 0.00426813 0.0050321 0.00453127 0.00330179 0.00529926 0.00452175 0.0059216 0.0034989 0.0026893 0.00290281 0.00320273 0.00446631 0.00444904 0.0044121 0.00438478 0.00385832 0.00369855 0.00350465 0.00327216
threshold=0.68694500000000025 98.948701491150004 26.901933640100001 0.27148500000000009 0.094415000000000013 14.034967180100002 86.530713386650021 20.361635946650004 68.519383356500015 21.042547594650003 201.18214207610001 13.622618370000001 13.512826932300003 201.78065190905002 22.614947116400003 117.50443950750001 167.29597799085005 226.19683278270003 203.77077094980004 86.388225105700016 195.24502669890003 10.217949747400001 32.00428233840001 6.6145699112000012 6.5006332158500006 16.455384477450004 167.53623354625003 -0.062629999999999991 190.74753769255003 61.86411003975001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -1 7 -4 -9 -10 11 12 19 -13 15 -8 -16 -18 -19 20 21 22 23 24 25 -11 -27 -25 29 -23
right_child=1 -3 3 4 -6 -7 14 8 9 10 -12 13 -14 -15 16 -17 17 18 -20 -21 -22 28 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.10002278272375516 -0.02396562701787254 0.066818107493838971 0.052429942320560252 -0.083355607668171461 0.030743947500570631 0.029985156866544006 0.0022522261489135872 0.03871647615782902 -0.062223215457549046 -0.07409763079418677 -0.10007523718971567 0.088030011764276633 -0.076467550066236109 -0.010250159627499722 -0.022483645669122074 -0.059913838308061643 0.081971377219755892 -0.041316032091580496 0.045267635222879181 -0.056563210148835578 0.051798423866618537 -0.024137545996128093 0.080205162920165024 -0.10013454425206321 0.085934171140345503 -0.10017443091530996 0.0051847358841726901 0.00075238807551383801 -0.03987050833687588 0.03713063271857741
leaf_weight=0.0025336416723730206 0.0037816810324891037 0.0057500450529914815 0.010714187015238963 0.0061129767164678217 0.0043979623162044845 0.0010011573730287493 0.40957008623709912 0.01465105395396904 0.019006953247298952 0.01115138924765624 0.0055450578903055705 0.009962604524203833 0.01021568632060621 0.0088662323084349737 0.013765306983259507 0.014187215268520958 0.020061763312696712 0.0089665370469447225 0.0097338588630009326 0.009209658634972584 0.0097757094569885794 0.011184046932157798 0.0044153950133889444 0.011601190020222418 0.0044034087684110537 0.0038040572363646765 0.040278750358799797 0.005291125726970324 0.010495433971300372 0.039516293617023024
leaf_count=154 25 19 21 66 24 30 1639 40 25 72 23 23 34 24 16 28 29 16 25 15 18 74 36 63 6 19 194 37 28 77
internal_value=-0.000121115 0.0308 -0.000524625 -0.000219834 -0.0356143 -0.0632008 0.00029949 -0.00526078 -0.00795554 -0.0111401 -0.00617915 -0.0034413 -0.00840752 0.0417513 0.00310234 0.000170933 0.026751 0.0442353 0.00375217 -0.0040924 -0.000911464 -0.00453657 -0.0175882 -0.0232304 -0.0103982 -0.018078 -0.00390707 -0.0685341 0.0127272 0.0236154
internal_weight=0.73995 0.00953173 0.730419 0.726884 0.0105109 0.0035348 0.716373 0.240088 0.229374 0.214723 0.195716 0.190171 0.171342 0.0188288 0.476285 0.423757 0.0525275 0.0387622 0.0187004 0.161126 0.151917 0.142141 0.0809453 0.0765299 0.0596376 0.0552342 0.0440828 0.0168923 0.0611958 0.0507003
internal_count=2900 44 2856 2672 90 184 2582 829 808 768 743 720 673 47 1753 1667 86 70 41 639 624 606 427 391 291 285 213 100 179 151
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=23 17 7 20 7 20 22 23 17 21 17 22 4 17 17 16 17 10 10 4 6 6 10 7 3 3 22 22 15 7
split_gain=0.000854158 0.00246999 0.00223895 0.00158842 0.00218314 0.00154294 0.00223413 0.00163619 0.00365848 0.00296919 0.00285746 0.0068074 0.00578197 0.00270784 0.00246378 0.0061174 0.00406494 0.00376559 0.00249531 0.0024233 0.00236794 0.00672893 0.00393829 0.00476707 0.00356919 0.00422781 0.00312299 0.00392786 0.00328857 0.00275061
threshold=-0.27223499999999995 168.75790693355003 23.564264519350004 32.785955158400007 22.535351262400003 34.542090938800008 -0.093604999999999994 -0.17732499999999998 173.06150329755005 0.12836581325000004 174.63059628235001 -0.091779999999999987 385.08236174150005 163.87835909345003 182.28951942140003 15.444963882950001 183.58889821140002 81.320481529800006 61.614083433650009 205.67906899175003 13.665319288000001 13.775321858200002 80.288113607700012 27.406980840450004 79.47351079420001 79.640195198250012 -0.60414999999999985 -0.053019999999999991 32.188927121800006 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 -1 -3 4 -2 6 -5 10 9 -9 13 12 -12 -7 15 17 19 -10 -18 -16 22 -22 23 24 -20 -26 -27 -28 -29 -24
right_child=3 2 -4 5 -6 7 -8 8 14 -11 11 -13 -14 -15 16 -17 18 -19 20 -21 21 -23 29 -25 25 26 27 28 -30 -31
leaf_value=0.044537999495419783 0.033476106454308895 -0.085304757268198556 0.0016638804865338978 0.06964555205078897 -0.10011606808525551 -0.030854641122655891 -0.0056657680880274376 0.01648426145372708 -0.1001117168124903 -0.057076891619816938 -0.10011978961843318 0.035056777413506303 0.03828349213857412 0.077164692542005683 -0.10012667944773811 0.041477657545293471 -0.056950402879447616 0.026779999303782651 -0.091389378552967318 -0.015829378782673525 0.079669643083820171 0.0014809892875736448 0.02810360360027896 0.045244377436944705 0.083369391832104844 0.046092561599869533 -0.092040984764181655 -0.055469256483559687 0.05624493512592247 -0.04366288112337724
leaf_weight=0.0040471363119083384 0.001875205621751668 0.0065260403398070821 0.005417569499012842 0.0078272075280132469 0.0035185103631043824 0.0029131811540850103 0.0079295078907064553 0.0075594045452596062 0.0057015475977948427 0.020015647585971852 0.0090267864919439944 0.023612692574772609 0.0045348322300924346 0.011410745341606798 0.0064123484968483524 0.036215072284498717 0.0076273363736110147 0.0039650297165194637 0.012082844747837385 0.0072838948634554868 0.01127951663602289 0.4551417151136361 0.024466777899624148 0.006711956907452076 0.0031100904054710546 0.0036573025281541041 0.012306068410794065 0.0064150124373725283 0.0044719969810103066 0.0068317762961431763
leaf_count=62 38 65 41 40 101 40 39 59 44 259 44 76 29 46 19 94 42 56 80 36 27 925 189 32 6 8 121 68 13 201
internal_value=-0.000120801 -0.0229781 -0.0458562 0.00039118 -0.0536708 0.00080274 0.0317454 9.89473e-05 -0.00127829 -0.0369109 0.0172483 0.00262639 -0.0538395 0.0551959 0.000322823 0.0226127 -0.00147834 -0.0480634 -0.00014808 -0.0552959 0.00064473 0.00337183 -0.0152443 -0.0330154 -0.0455091 -0.0270059 -0.0397908 -0.0533336 -0.00958103 0.0124386
internal_weight=0.729895 0.0159907 0.0119436 0.713904 0.00539372 0.70851 0.0157567 0.692754 0.641255 0.0275751 0.0514982 0.0371743 0.0135616 0.0143239 0.61368 0.0458816 0.567799 0.00966658 0.554102 0.0136962 0.546475 0.466421 0.0800538 0.0487553 0.0420433 0.0299605 0.0268504 0.0231931 0.010887 0.0312986
internal_count=2900 168 106 2732 139 2593 79 2514 2279 318 235 149 73 86 1961 194 1767 100 1712 55 1670 952 718 328 296 216 210 202 81 390
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=22 22 17 17 8 0 22 15 22 13 0 8 21 21 17 17 7 20 12 7 16 20 10 20 10 18 6 9 21 20
split_gain=0.00083282 0.00442603 0.00364853 0.00376435 0.00219565 0.00255857 0.00219106 0.00151622 0.00293167 0.00241146 0.00330967 0.00148617 0.00136426 0.00603305 0.00368472 0.00559117 0.00519011 0.00748535 0.00716032 0.00506734 0.00523607 0.00525524 0.00687409 0.00558545 0.00679664 0.0067374 0.00524675 0.0047821 0.00423182 0.00417224
threshold=-0.50001499999999999 -0.58350999999999986 173.53196984515003 193.01551328760004 8.1436447804000007 98.201310130900012 -0.46029499999999995 46.810838056050009 -0.082314999999999985 117.69263157665002 86.420486603250012 8.7431769115000026 3.5085246469500002 3.8005420560000007 187.98346801990002 189.73320545960004 24.785467646950003 38.771633980050005 172.75554276225003 24.325858835450003 22.674946976100003 40.621691032550004 62.057679025150001 43.45354240915001 62.030794443850006 13.901940775400002 16.465384711100004 203.31429194770001 4.6945295958000006 38.994321257850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -2 12 9 10 -9 -3 -8 -14 27 -16 19 -18 -19 20 21 22 -17 24 -23 26 -26 28 -15 -30
right_child=6 11 3 4 -6 -7 7 8 -10 -11 -12 -13 13 14 15 16 17 18 -20 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10012095157365737 0.082363030002498394 -0.081945953129983345 0.053277185546511223 0.058846058476057908 -0.060761879047270533 -0.059438006618890475 0.0072606559395192284 -0.10003391546660344 -0.0762265909244602 0.080100274979560446 0.057415863640872193 0.00052865650091605914 -0.075279046899393451 -0.073846048861767058 0.04284986877244977 0.097624747747857052 -0.10007770679523934 0.075874518455433138 0.0097560024008858971 -0.054516919111206957 -0.068643569840416058 -0.078231564249088892 0.0064535255753793612 0.031172303573094695 0.037307848624645056 -0.066951304644089368 -0.035783163869507369 -0.081125473389499173 0.063850325530119253 -0.0095136688504019323
leaf_weight=0.0029236965291081765 0.0032730120684050226 0.0097964975754267769 0.014461283851704643 0.005149639371666126 0.0067089435280536245 0.0028357057173051814 0.23152844308285214 0.0030211736025105296 0.0073939998052452429 0.0031042789687489858 0.0023921542195921575 0.0028120550812786868 0.011027682708398601 0.0092356760775578195 0.03534350418584431 0.0115854865887286 0.0049154805303047713 0.022076801419238734 0.063461661891501819 0.021955717900340233 0.011288371000333086 0.017522548383794856 0.028896912647724093 0.024643361317785661 0.02873215117961081 0.014210284874764056 0.014921642772890209 0.010149292008990507 0.0085142891228251472 0.086561553266838898
leaf_count=15 12 76 50 9 28 68 918 47 55 9 7 20 50 43 90 17 55 67 303 73 20 37 46 88 33 42 28 70 36 488
internal_value=-0.000131819 -0.0133532 0.00637709 0.0170566 -0.0185896 0.0168418 0.000742512 0.00034526 -0.0301565 0.00983626 -0.0304567 -0.0635518 0.00108445 -0.00227984 -0.000335437 0.00549613 0.000499306 0.0199247 0.0268207 -0.00961315 -0.00311849 0.00214561 0.0325454 -0.0101573 -0.0236676 -0.00714443 0.012324 -0.0155971 -0.00922138 -0.00294373
internal_weight=0.720443 0.0446878 0.0320793 0.0291556 0.0146943 0.00798535 0.675755 0.672482 0.0159116 0.00851761 0.00541333 0.0126086 0.656571 0.425042 0.414015 0.299554 0.26421 0.0904539 0.0855385 0.173756 0.151801 0.140512 0.0404824 0.10003 0.0753866 0.0578641 0.0436538 0.114461 0.104312 0.0950758
internal_count=2900 266 170 155 105 77 2634 2622 118 63 54 96 2504 1586 1536 899 809 425 370 384 311 291 63 228 140 103 61 637 567 524
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=9 7 9 9 9 20 21 21 9 23 6 10 8 22 6 7 5 2 20 20 19 22 8 2 9 14 22 22 9 17
split_gain=0.00126735 0.00137711 0.00127205 0.00252355 0.00207503 0.00322093 0.00457555 0.00430747 0.0044305 0.00240733 0.00208869 0.002055 0.0061091 0.00371885 0.00204821 0.00268914 0.00276256 0.00366185 0.00202806 0.00260193 0.00220887 0.0016494 0.00147368 0.00262132 0.00170372 0.00393868 0.00319248 0.004838 0.00286504 0.0078591
threshold=233.97947574895002 28.359442781600002 216.18094582280003 217.37165979795003 207.37918994975004 42.541806567400009 1.8881760204500002 9.5752145037500025 213.24207352880003 0.10371000000000001 14.955349429350003 66.697957758300021 8.4434108459500017 -0.060760000000000002 18.080422446150003 25.396105459650006 20.410615048800004 256.81022870250007 42.297164883650005 40.823855932350007 13.451085274650001 -0.090169999999999986 8.8430989333000021 50.734033752200013 203.09362050815002 192.04981134545002 -0.083794999999999994 -0.021344999999999999 202.37225149245003 198.29010168345002
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 6 9 11 -9 10 -6 -8 13 -13 15 -5 17 18 19 20 -17 -7 24 -24 28 -26 -27 -28 -1 -30
right_child=1 -3 3 14 5 21 7 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=0.0015593777875081462 -0.10006227296173492 0.00797080021692354 0.076205797373805631 -0.047995907049823573 -0.10009611025266346 -0.014707708266930764 0.061427440885326805 -0.10007977186774478 0.040269704071569754 0.014994122733724347 -0.023043007413173167 -0.024568734612956788 -0.10006040178338647 0.08222420404049012 0.050080222426391735 -0.058705729496701012 0.083316826294848115 -0.093107359969110709 -0.046017477529395945 0.084807932693826388 0.066921857208438768 -0.078405281683574884 0.012489847218177454 -0.074132079033099055 -0.038956730855543957 0.050261548432307915 -0.030203198624812067 0.04920221380354628 0.032470774633587621 -0.082103067738716284
leaf_weight=0.46838225295711533 0.0026256650498339687 0.0021429274795785602 0.0060585853676684556 0.0098413282836418148 0.0080235430826667287 0.006529996296794848 0.013303856036849027 0.0057700096348867191 0.0036861069417071235 0.0048871888328108062 0.006264858604481561 0.0053165993187800345 0.0039579236123188357 0.0084328714732180305 0.0088349621581187421 0.0035272885565396095 0.0046470925911421537 0.0036267747840881262 0.0037151839269995443 0.0060178007378510756 0.0023202190336633066 0.010769804948150608 0.0069630535781470826 0.0070112309897591985 0.010897352359060974 0.029010639335530497 0.017712116496056751 0.013537584698243066 0.010395810938920391 0.014116546628883953
leaf_count=2002 13 31 22 33 46 31 36 40 16 16 21 44 19 26 31 45 21 35 25 23 7 35 12 32 36 70 44 38 30 20
internal_value=-0.000134983 -0.051514 0.000213255 0.0158247 -0.000944887 -0.0163723 -0.00535312 0.0137131 -0.0453699 -0.0455896 -0.0663116 0.031729 0.00941599 0.0409299 0.00722326 -0.00401377 0.0141315 -0.00260757 0.0184587 0.038647 -0.00885825 -0.0543619 0.00110869 -0.0309704 0.00190345 0.016368 0.0263728 0.00419577 -0.000184759 -0.0335117
internal_weight=0.708327 0.00476859 0.703559 0.0485892 0.654969 0.0769428 0.059643 0.0404674 0.00945612 0.0191756 0.0142884 0.0310113 0.0177074 0.0137495 0.0425307 0.0336957 0.0238544 0.0192073 0.0155805 0.0118653 0.00584751 0.0172998 0.578027 0.0139743 0.564052 0.0711577 0.0602603 0.0312497 0.492895 0.0245124
internal_count=2900 44 2856 242 2614 330 264 181 56 83 67 125 89 70 220 189 156 135 100 75 52 66 2284 44 2240 188 152 82 2052 50
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=5 5 10 23 21 22 22 23 23 17 20 23 23 14 21 23 17 20 16 14 22 16 8 22 2 22 7 7 5 20
split_gain=0.000894724 0.00279372 0.00247883 0.00193427 0.00282517 0.00107978 0.00116533 0.00287497 0.00105048 0.00258226 0.00180356 0.00143151 0.00583237 0.00392215 0.00391377 0.00360024 0.0034867 0.00330127 0.00324634 0.00320135 0.00283959 0.00259384 0.00389213 0.00254855 0.00405153 0.00251272 0.00239071 0.00272065 0.00338796 0.0026825
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 0.074640000000000026 20.770927814650005 0.68694500000000025 0.27148500000000009 0.094415000000000013 -0.27223499999999995 168.75790693355003 36.072790850000011 -0.093074999999999991 1.0000000180025095e-35 162.85769004780002 0.89219292875000011 0.07968500000000002 171.56914438675003 34.542090938800008 17.294959556900004 190.88085073635003 -0.26138499999999998 22.624947093000003 8.1436447804000007 -0.065399999999999986 160.69077775455003 -0.23955999999999997 20.940097048150005 22.041499846600004 22.665750084250003 45.027406014450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 9 -2 -11 14 13 -13 18 19 17 -17 -10 -14 -15 22 25 24 -21 -16 -18 28 -28 -29
right_child=5 -3 -4 4 -6 -7 7 -9 11 10 -12 12 15 20 21 16 26 -19 -20 23 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.062994942715975208 0.041326450266509974 -0.10003228263000428 -0.10001880825641385 -0.10002760172547608 0.07630941488729831 0.0425386677098821 -0.081510239093896888 0.028212223153931605 -0.004385248301358678 0.031557726630505226 -0.075597083562218656 -0.00066227809871132381 0.079991285779052512 0.0096750409737994276 -0.072855190735418462 0.05909741614189748 0.058794627781918865 -0.089730123093688996 0.08936027922885724 -0.10013547563138758 -0.10010901807714329 0.051917639387077143 -0.038068442755572363 0.050466214705641568 0.02022482898436356 0.028665616313626782 -0.087085365840166004 6.0749590035695742e-05 0.0082835722053317823 0.0522248361962123
leaf_weight=0.0051643856644431468 0.0039674044264081951 0.003676549818443787 0.0019990831080074082 0.0023181635326356975 0.0014941957051632926 0.0060239636356982365 0.0055527093932496996 0.0041900401212906502 0.0056167316586339657 0.0019618058350587839 0.0078799620030807205 0.010829249530218021 0.010213794067055915 0.0029076388728981337 0.0027099135886068373 0.0018532434681048926 0.0069758839179030465 0.0076132892456928225 0.010790755799007457 0.0039952657701718417 0.012418584832528889 0.0088093345879087792 0.022158343574176342 0.010241594585011171 0.0093229466446196341 0.024297733182700121 0.0079096892703205413 0.4798323324058833 0.0070407402526484484 0.010064978307326555
leaf_count=23 60 192 207 89 6 27 44 21 40 26 58 22 19 12 67 14 34 106 25 18 99 18 57 46 63 158 27 1262 27 33
internal_value=-0.000135404 -0.0245864 0.000685609 0.0231121 -0.030915 0.000387474 1.36011e-05 -0.0343222 0.000513331 -0.0267817 -0.0542374 0.00108826 -0.000583387 -0.0467303 0.0141503 0.00159113 -0.000458822 -0.0605945 0.0572686 0.0332318 -0.0792812 0.00194746 -0.00700597 0.0129603 -0.0158815 0.0184791 0.000653429 -0.000149955 -0.0421724 0.00113246
internal_weight=0.69983 0.0146524 0.0109758 0.00897674 0.00381236 0.685178 0.679154 0.00974275 0.669411 0.0138092 0.00984177 0.655602 0.581219 0.0261555 0.0743828 0.555064 0.52129 0.00946653 0.0164075 0.0337736 0.0153262 0.0579753 0.049166 0.0235598 0.0133182 0.0270076 0.511824 0.504848 0.0149504 0.489897
internal_count=2900 517 325 118 95 2383 2356 65 2291 144 84 2147 1782 133 365 1649 1503 120 65 146 111 300 282 127 81 225 1383 1349 54 1295
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=13 22 18 7 0 23 13 9 21 20 22 22 18 17 16 0 6 17 22 10 16 15 2 23 16 16 10 12 5 20
split_gain=0.000821046 0.0028109 0.00237512 0.00274024 0.00225819 0.00235598 0.00209452 0.00177726 0.00285777 0.001598 0.00321414 0.00155704 0.00154034 0.00274202 0.00246572 0.0018312 0.00323292 0.00303938 0.00245716 0.00402466 0.00365893 0.00305513 0.0022049 0.00204095 0.0019981 0.00517874 0.00503739 0.00485077 0.00498844 0.00326771
threshold=95.99139754765001 -0.24103499999999997 14.708525021850003 21.725272673150005 101.83879398140002 0.07968500000000002 73.376087754350024 38.559541491950007 18.904039828500004 45.027406014450008 -0.11420499999999999 0.20981000000000005 17.140917755100002 220.68978861510001 17.164959860850004 98.615332683000005 12.26528657645 201.37020668845003 -0.18126999999999999 80.468240302450013 14.034967180100002 17.512831095650004 106.46918899020001 0.11308000000000003 15.644963415300001 15.474963812800002 72.953999827850012 207.71672397260002 16.579584939650001 38.386256906100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -8 10 -9 -7 15 -14 -15 24 17 18 -17 -20 21 -21 -19 -18 25 27 -26 28 -2 -30
right_child=12 2 3 4 5 11 7 9 -10 -11 -12 -13 13 14 -16 16 23 22 19 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.10003335640110962 0.0246706955241867 -0.085450123524653754 0.088759165235297255 -0.10003680862131799 -0.10003974049569997 -0.087331566722350679 -0.07262094177361729 0.080027410133587218 0.066993160987295908 0.092817796502950356 -0.10001682184856092 0.036090904653046478 0.06537839296407906 -0.062789746146174469 0.040816810911207264 0.097220451985217018 -0.10004783309652686 0.028621987620186192 -0.10008882267249986 0.047273834738282991 0.089426002491427237 -0.10004089239882064 -0.097615070222783151 -0.013359785555431228 0.00053178985248416807 0.079752966757049876 -0.075961150089163584 0.053080918570095406 0.041295361301616346 -0.079524653477272167
leaf_weight=0.0035042049808686184 0.013624943213301322 0.0033300125061031102 0.0033491062375166072 0.0023889143830739803 0.0013284327443989765 0.0039749514188112253 0.0033844258189814616 0.002577291911855184 0.0025866369687719271 0.0054756323274887109 0.0016115077492848684 0.0013759613735676857 0.0098388893907781494 0.0045591060792276039 0.0046296128821268212 0.0033639512728882411 0.0069409143199834489 0.0019836670727215724 0.0030250143896211083 0.002827471569617046 0.0053472461352299661 0.0028037839963772626 0.0045739824223005598 0.0044617203885763956 0.54008859327383174 0.011276728925565749 0.0087486512960133211 0.013500109109081393 0.0027152069703042523 0.012751472084687521
leaf_count=149 31 51 21 29 53 238 121 14 12 13 54 29 28 23 17 11 71 6 33 7 17 38 55 23 1440 27 121 54 37 77
internal_value=-0.000138318 -0.0150875 -0.00560247 0.00387584 -0.00763185 0.00226056 0.0205096 0.0307518 -0.0121408 0.0572524 0.0107611 -0.0555941 0.000655419 0.0286926 -0.010589 -0.000180714 -0.0223086 -0.00142458 0.0204768 0.00204128 0.0301822 -0.0260737 -0.0594288 -0.0661278 0.00111632 0.0194948 -0.000687533 0.00354069 -0.0194487 -0.0583145
internal_weight=0.691948 0.0348871 0.0313829 0.0280529 0.0247038 0.0223148 0.0169639 0.0156355 0.00597106 0.00966443 0.0041888 0.00535091 0.657061 0.0190276 0.00918872 0.638033 0.0353278 0.0239251 0.0173675 0.0140035 0.0109785 0.00563126 0.00655765 0.0114026 0.602706 0.0538685 0.548837 0.0425917 0.0290916 0.0154667
internal_count=2900 784 635 584 563 534 267 214 133 81 68 267 2116 68 40 2048 261 167 106 95 62 45 61 94 1787 226 1561 199 145 114
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=22 22 23 8 7 0 22 20 20 22 20 16 9 16 9 23 5 19 3 20 13 8 15 16 15 22 4 15 14 4
split_gain=0.000832937 0.00386138 0.00289187 0.00206045 0.00177759 0.00386381 0.00151197 0.00403056 0.00464022 0.00385981 0.00299128 0.00313179 0.00235654 0.00353061 0.00324585 0.00518857 0.00460603 0.00359997 0.00321953 0.0037061 0.00342742 0.0033189 0.00300089 0.00487582 0.00539351 0.00418995 0.00428156 0.00394518 0.00384817 0.00429987
threshold=-0.50001499999999999 -0.58350999999999986 0.083905000000000021 7.7439566930000003 23.477153707700001 97.483491810050012 -0.16187499999999996 39.091773401050006 42.599563320500003 -0.24103499999999997 35.818873074050011 20.784951395750003 181.61255275325001 12.644970430600003 186.67271206880002 0.089475000000000013 21.446355970350002 12.250988447150002 75.559115756250023 43.45354240915001 117.60660091645001 1.5487913386000003 24.200063469100005 15.689963310050002 26.285853065250006 0.11529000000000002 158.72829101635003 28.566186095050004 148.72666206180003 155.77228353875003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 10 -9 -10 11 -2 18 -14 15 -15 -17 -16 19 -8 -20 -21 25 -24 -25 26 -19 -26 -29 -30
right_child=6 -3 3 4 5 -7 12 8 9 -11 -12 -13 13 14 17 16 -18 22 20 21 -22 -23 23 24 27 -27 -28 28 29 -31
leaf_value=-0.073582747555146238 -0.046750842510248816 -0.06277937723881255 0.068240291256358873 -0.048762608636898748 0.082403979572551106 -0.024219472888647942 -0.10002009516784299 0.065099170328757491 -0.10002059220675891 0.015524292266919912 -0.075697115271903259 0.097851192067069118 -0.077006706745720438 0.069283323873924774 0.042235025688147548 -0.040383212514292603 0.041731918832131489 0.014727657537226595 -0.061827375913109467 -0.0055759783647331349 0.0080826608762047843 0.095052784774149968 0.068357375542378973 -0.084472901506528586 0.030066062413311747 0.039903410223061778 -0.077644542248120382 -0.065526603293042204 0.068222882412457816 -0.0034372280674785163
leaf_weight=0.0040031898124643908 0.0033044954163301554 0.011608984384600896 0.0061504689705440532 0.0051135989593831246 0.005819543028337649 0.0081701134043470347 0.0023933417475613386 0.020258486512878093 0.0032071888306028909 0.029335279750938525 0.0075184077829297813 0.0027394044354878133 0.0057334885820385919 0.017933499031641986 0.01890163363850661 0.013869064059690572 0.013460802048484766 0.0070357831136789164 0.022440690199682978 0.0081481448053459804 0.010200395675383334 0.0054831221318636389 0.010150670517646176 0.0077424731705377772 0.038912588241146295 0.0063647771698924762 0.017495695005173673 0.0097104875881512953 0.0085772985530638834 0.35217676405413112
leaf_count=58 82 96 42 18 12 40 172 72 99 150 61 6 166 29 72 23 25 9 361 164 25 17 21 35 86 20 98 25 12 804
internal_value=-0.000137186 -0.0139807 0.00538229 0.0178997 0.00169213 0.0201347 0.000742513 0.0150366 0.0275267 0.00413689 -0.0335898 0.0187902 -0.000902282 0.00103824 0.00189492 0.0274871 6.10225e-05 -0.000533224 -0.0219586 0.0147504 -0.0399804 0.0349015 -0.00229763 -0.000121344 -0.00178778 -0.0323938 -0.0511516 -0.000223976 -0.00340556 -0.00173344
internal_weight=0.68396 0.0408659 0.0292569 0.0252537 0.0191033 0.0139897 0.643094 0.0663633 0.052801 0.0325425 0.0135623 0.0060439 0.576731 0.528065 0.522332 0.0452634 0.0273299 0.477068 0.0486657 0.0160246 0.0326411 0.0136313 0.458167 0.42727 0.41712 0.0308963 0.0245315 0.409377 0.370465 0.360754
internal_count=2900 266 170 112 70 52 2634 470 321 249 149 88 2164 1425 1259 77 48 1182 739 353 386 181 1110 983 962 127 107 927 841 816
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=15 16 18 9 16 20 20 10 13 0 19 15 18 20 2 17 10 22 21 15 0 23 22 9 17 9 7 0 5 14
split_gain=0.000843728 0.00211731 0.00310501 0.00346431 0.00258764 0.00115451 0.00299391 0.00505592 0.00276236 0.00654898 0.00453495 0.0029326 0.00574998 0.0049422 0.0113083 0.00482466 0.00465643 0.00301636 0.00287888 0.00479171 0.00522477 0.00429988 0.00471125 0.00332609 0.00274844 0.00265506 0.00449196 0.00915893 0.00766456 0.00373975
threshold=45.49682449725001 22.724946859200003 13.278511569200001 202.80137809380003 22.604947139800004 42.178283198950005 42.428475018400007 70.96454081135002 115.02030419500001 88.232507383150008 14.551174033150001 41.863529088250004 13.316069313700003 41.21013581150001 172.13023932170003 188.07781354100004 61.950140699950005 -0.086339999999999986 8.8712712239000009 30.046989284200006 94.157869102700019 0.09254500000000003 -0.072569999999999982 104.11289958150002 186.34046889365004 185.04294426330003 22.995933042550003 90.837623311600012 21.042547594650003 171.66912119050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 8 7 -7 10 11 18 12 15 14 -14 16 24 -13 23 20 -20 22 -22 -1 -10 -25 29 -28 -29 -27
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 17 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.066989568450207079 -0.10004654807517266 0.036438695820334079 0.066354441659527835 -0.062517232981472548 -0.028209041431814841 -0.081036700254059485 -0.0018248306906198852 0.037209454560917586 -0.018975894456690429 0.077349848521886533 -0.089922639907547508 -0.015244738761395133 -0.069868058416134832 -0.078349018080928631 0.057625716296970345 0.040732070774266077 0.028060214936620628 0.048392616229606236 0.084863914647951719 -0.083671662777696998 0.046884838761775821 -0.082314203846163919 -0.10004863741621728 0.080933550313452285 -0.1001783405722716 0.0028760346696359677 0.073900155651914587 0.0064180626247448986 -0.10012627413081295 -0.077474820292110669
leaf_weight=0.0064553073245021677 0.0049669653359485358 0.0060907639484355505 0.0063338822174330289 0.0079301921447267887 0.0053278129536948882 0.011967210179202326 0.20657265077426734 0.0051816532381945271 0.015874850494327575 0.014653728775101627 0.0058713801681733449 0.010119333133616237 0.01381329099604045 0.014087214380879232 0.01401607343723299 0.03905939222863708 0.018554223684276394 0.028218811117767473 0.0052950507281757089 0.0105563576894383 0.009081021247139498 0.0082401249120418463 0.0028724656593688289 0.0046125522714706149 0.0056522833624512705 0.011632337275784721 0.019703873098478653 0.14258027928532901 0.0070875405863546339 0.01153783410336473
leaf_count=330 75 20 21 33 27 44 1065 33 88 30 12 17 18 29 26 52 39 52 25 47 43 66 35 30 8 23 29 530 34 19
internal_value=-0.00012869 -0.0163386 -0.0294278 -0.0115244 0.0231518 0.000643627 -0.00515792 -0.0453078 0.00373706 0.0133742 -0.00309453 0.00749271 -0.000140523 -0.0300869 -0.00565667 0.0157205 -0.00865341 0.0315956 -0.000967299 -0.0270166 -0.00355235 -0.0267363 0.0115762 0.0036442 -0.0402969 0.00595692 0.00416077 0.00981014 0.00137264 -0.0371355
internal_weight=0.673946 0.0306496 0.0245589 0.0195919 0.0116617 0.643297 0.223722 0.0171489 0.419575 0.174049 0.245526 0.159395 0.121057 0.0419166 0.0278294 0.0791407 0.0400814 0.0383381 0.239655 0.036045 0.0254887 0.0201936 0.0119535 0.20361 0.0215271 0.197154 0.192542 0.169372 0.149668 0.0231702
internal_count=2900 176 156 81 48 2724 1142 77 1582 359 1223 329 260 73 44 187 135 69 1211 216 169 144 78 995 96 665 635 593 564 42
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=0 7 5 18 6 21 5 7 5 17 17 17 16 17 15 7 9 7 17 4 16 13 2 6 6 13 4 18 8 16
split_gain=0.000861774 0.00329016 0.00570863 0.00666583 0.00425862 0.00402045 0.00359686 0.00383797 0.0035036 0.00305245 0.00454946 0.004193 0.00338804 0.00301218 0.00556106 0.00298278 0.00286386 0.0054498 0.00336318 0.00331697 0.00281298 0.00425536 0.00302653 0.00508902 0.00293396 0.00391462 0.00598714 0.00333948 0.00316099 0.0036613
threshold=86.530713386650021 22.765858321950002 21.495293572000005 13.24392582145 16.445384243750002 9.3294251869500027 24.375372008600007 22.995933042550003 22.553892743650003 188.16174763880002 186.34046889365004 184.59783591905003 22.674946976100003 189.37128582595003 36.282341310300005 23.789355599150003 188.78154115175002 20.696106785750004 177.48499193625003 375.86663358980007 22.614947116400003 117.50443950750001 167.29597799085005 15.185354803400001 15.925372093750001 117.38883580790001 169.46043282405003 13.713893333650001 8.6432548896500023 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 9 -3 8 5 -5 7 -6 -4 10 11 16 -12 -11 -15 -8 17 19 -18 -1 21 24 -22 -24 28 26 -26 -28 29 -2
right_child=20 2 3 4 6 -7 15 -9 -10 13 12 -13 -14 14 -16 -17 18 -19 -20 -21 22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.024755940865531741 0.00017155872512183873 -0.093535463788377418 -0.020946741948581041 -0.06888231438333324 -0.020877355248877367 0.023496956162062523 -0.091138599688995098 0.057730838156086421 -0.1001065556237484 0.067120870356313866 -0.075585799312603924 0.058642927451449292 0.0030697142417894854 0.059206979518617135 -0.033472623335258939 0.027576827671739121 -0.026549411321869831 -0.070539715768351163 0.067290104669125939 -0.10006418114175922 -0.016672321848427603 -0.057095126654002903 -0.021378606066321974 0.064356151620451871 -0.030114174087830178 -0.0197451393311022 0.096249628537809676 0.032908490561392119 -0.057111827311895208 -0.10013766312675546
leaf_weight=0.018935469326740062 0.28517679671407925 0.0093635151461057831 0.011985341508989222 0.011984937926900585 0.0082304843392648763 0.0077624720606763722 0.0044316215662973946 0.025314175914104453 0.010480281348733911 0.0132891242462847 0.013490925408233156 0.013204550627534672 0.0092183000533339055 0.011865869619768432 0.014248502954799847 0.0040512136795882725 0.0062937578456825341 0.013459760998357773 0.0097140797495951503 0.0023986766711985288 0.012512272078311071 0.012788656522161546 0.0095610040389146889 0.025096723516981001 0.012862189178122208 0.0204604793980252 0.010591170837869868 0.038875691428302162 0.010442774263658805 0.0036857892409898332
leaf_count=269 1767 24 14 35 20 17 26 50 54 24 31 25 17 25 45 16 44 56 28 23 16 28 25 45 23 25 14 67 39 8
internal_value=-0.000139934 -0.00525841 -0.0194625 -0.0112291 0.00573453 -0.0325691 0.0237322 0.0384436 -0.057875 0.00528371 -0.00520333 0.00844004 -0.0436574 0.0283626 0.00863921 -0.0344427 -0.00460886 -0.0207135 0.0303955 0.010722 0.00240421 -0.000352839 0.0254848 0.0407046 0.00154632 0.0182077 0.0306663 0.0464702 -0.00306232 -0.00110835
internal_weight=0.661777 0.219723 0.093604 0.0842405 0.0617749 0.0197474 0.0420275 0.0335447 0.0224656 0.126119 0.0867155 0.0640063 0.0227092 0.0394035 0.0261144 0.00848284 0.0508017 0.0347939 0.0160078 0.0213341 0.442054 0.394884 0.04717 0.0346577 0.382095 0.0827895 0.0623291 0.0494669 0.299305 0.288863
internal_count=2900 843 256 232 164 52 112 70 68 587 493 445 48 94 70 42 420 348 72 292 2057 1971 86 70 1943 129 104 81 1814 1775
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=9 17 9 23 9 15 15 22 22 20 22 20 23 15 15 18 15 21 22 22 23 23 20 15 20 2 22 8 15 21
split_gain=0.00104853 0.00137165 0.00100587 0.0023934 0.0016828 0.00303611 0.00629145 0.00455632 0.00399764 0.00280266 0.00199359 0.00161059 0.00349507 0.0021162 0.00190604 0.00213128 0.00147584 0.00143774 0.00137777 0.00620497 0.00535381 0.00662868 0.00542221 0.00492575 0.004912 0.00489022 0.00443212 0.00442238 0.00441559 0.00430274
threshold=233.97947574895002 239.21206428850002 216.18094582280003 0.072890000000000024 207.37918994975004 34.761639995350009 29.593577021650002 -0.090694999999999998 -0.021344999999999999 39.268993001500007 -0.23059499999999997 41.590548329450009 0.085590000000000013 35.194695975650014 24.673905035600004 17.140917755100002 38.469938489650012 2.3484969739000006 -0.088099999999999998 -0.085734999999999992 0.083415000000000031 0.086520000000000027 35.337501601400007 37.80636766060001 37.663157789700008 147.22108985190002 -0.22699 7.943800736700001 37.434800281900003 2.1194692063500002
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 6 8 -7 10 -10 -6 14 -13 -14 15 -5 -16 -8 23 -20 -21 27 -23 28 -24 -25 -27 -22 -1 -26
right_child=1 -3 3 11 5 7 17 -9 9 -11 -12 12 13 -15 16 -17 -18 -19 19 20 21 22 24 25 29 26 -28 -29 -30 -31
leaf_value=0.00097490137587307618 -0.10005200946969478 0.013632380833463504 -0.061949617451638329 -0.10002447715408035 -0.015902866230207011 0.014723774428356524 0.0012716317167981057 -0.075110007955335317 -0.043850843861832578 0.057464983568516717 -0.093366250665421591 0.043710648895642544 -0.086335449088221855 0.008736166066526687 0.07541730211227074 0.045222590313583708 0.012748493738192881 0.061754765357935518 0.057232151634095035 0.021547954840270979 0.016456665861352356 -0.089925927621460372 0.051473304218209254 -0.0018924081161822816 -0.0419927672525022 -0.00063927187471816158 -0.086587444958320076 -0.090541236936133418 0.096498929952306273 0.0033257702354002037
leaf_weight=0.15676887697638536 0.0023810274118769561 0.0019147997397013228 0.0037177457002854899 0.0018511361846549326 0.0050957675104061914 0.0086986806396680549 0.0055767420005423665 0.01608774762851084 0.0048511411170011343 0.0062453729010627512 0.0095462930811360813 0.0094122020865938794 0.0050718591360521259 0.0043487950140388421 0.011700438571779159 0.0022239374929813316 0.0055357494861709702 0.013311098238311558 0.021424805834278082 0.09134109528144993 0.0052416793819141097 0.0066963181645867667 0.017847410686180259 0.029883933530982176 0.024926617965856712 0.0086858688093798264 0.0194015337687512 0.014684500858663796 0.0049932179354073005 0.13133822332032263
leaf_count=1029 25 19 25 23 38 30 21 59 22 25 88 38 38 24 37 32 25 47 48 439 69 47 48 38 74 29 76 33 8 346
internal_value=-0.000137583 -0.0493789 0.000189609 0.0148104 -0.000874523 -0.0155207 6.58809e-05 -0.0435833 -0.0320987 0.013172 -0.0664072 0.0219192 0.00061191 -0.0424482 0.0407485 -0.0207571 0.05529 0.0438968 0.00103201 0.0052876 0.00147728 -0.00765556 -0.00162296 -0.00503956 0.00177316 -0.0300499 -0.0600085 -0.0623949 0.0039235 -0.00390323
internal_weight=0.650805 0.00429583 0.646509 0.0438619 0.602647 0.0694128 0.0446264 0.0247864 0.0257386 0.0110965 0.0146421 0.0401441 0.0188329 0.00942065 0.0213113 0.00407507 0.0172362 0.0188878 0.533234 0.313501 0.292076 0.200735 0.180809 0.219733 0.174112 0.0579713 0.0280874 0.0199262 0.161762 0.156265
internal_count=2900 44 2856 242 2614 330 241 89 173 47 126 217 100 62 117 55 62 68 2284 1104 1056 617 515 1180 468 143 105 102 1037 420
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=7 20 19 16 22 18 15 23 21 10 15 16 4 19 3 15 7 23 10 4 6 5 6 4 10 21 0 0 23 0
split_gain=0.000809809 0.00224038 0.00207406 0.0030104 0.00363555 0.00162447 0.00189288 0.0015164 0.00147829 0.00147716 0.00142649 0.00201868 0.00277136 0.00265022 0.00322833 0.00274396 0.00194175 0.00233734 0.00153297 0.00384202 0.00484503 0.00314875 0.00294089 0.0044006 0.00532758 0.00628212 0.00432281 0.00644796 0.00466591 0.00380718
threshold=26.752366550650006 39.091773401050006 13.451085274650001 9.6249774926000011 0.06041500000000001 17.140917755100002 14.840977869100001 0.074640000000000026 14.941253073700002 78.433077497700012 17.382777826050003 13.894967507500002 331.95656290250002 11.950964240300001 79.47351079420001 23.304416445750004 25.926164922500003 0.088105000000000017 75.403185184700007 267.25332376775003 14.185331438000002 16.222050829800004 14.835346625500001 304.31890565600003 69.873026810350026 6.9984086918000008 96.055920542800024 96.811377277450006 -0.087385000000000004 93.262612545250008
decision_type=2 2 2 2 2 2 2 2 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 7 9 6 8 -3 -1 -5 -8 12 -12 -13 15 -15 18 -18 22 20 21 -20 23 24 -16 26 28 -28 -26 -24
right_child=1 2 -4 4 -6 -7 10 -9 -10 -11 11 13 -14 14 16 -17 17 -19 19 -21 -22 -23 29 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10003535261737483 -0.10003720085426136 0.075680267049959893 0.052094502361996788 -0.0094649271022388525 0.042737680000417611 0.037886683338771564 0.035020797716774903 -0.035186664871935024 -0.0050157975483548474 -0.093502588880585533 -0.10004035177530615 0.055633385469344723 0.0033199941708170855 -0.10003884000100507 0.038652542241493212 0.0028528504735981421 0.073936212605929474 -0.01596700177655096 0.018293317966129891 0.075409447750749897 0.088074450611464267 -0.080994802244622244 -0.00045201594892562086 -0.073460860980742879 0.037403046785425227 -0.085626362916509158 0.080257039464947943 -0.020616802133959215 -0.059764098968186123 0.035230677366770609
leaf_weight=0.0033469544656554709 0.0028955456880520583 0.0039097481012078097 0.0047871403866110987 0.0027780623537410074 0.0035992784196423608 0.011473981713782777 0.011728481637301336 0.0018024589881207032 0.003205400706860928 0.0084647386648937228 0.004762247030193123 0.0086162561873805998 0.0056977753609572801 0.0059324530863733571 0.018336872857616981 0.0046029208951239298 0.0076743662620515352 0.004640404421365929 0.005926878070855679 0.0092347477421448332 0.0042385653041492324 0.0069272066309054026 0.38697635092280258 0.012112477975897207 0.0065791520128186667 0.012649287963427014 0.01094266475411132 0.015054617413454707 0.019859298331141417 0.032405076971315339
leaf_count=119 181 44 29 14 19 88 118 120 24 154 90 58 32 63 48 39 31 29 69 57 11 23 1044 93 10 94 13 45 76 65
internal_value=-0.000149208 -0.016707 -0.00718556 -0.020992 -0.0447339 0.000613596 -9.74691e-05 0.0406967 -0.053552 -0.0727371 0.000491292 -0.000203152 -0.043738 0.000591972 -0.000248759 -0.0550853 0.000794896 0.0400592 -9.84758e-05 0.0234376 -0.00464154 -0.0352141 -0.00130186 -0.0171361 -0.00895797 -0.0223716 -0.00711242 0.0218426 -0.0355843 0.00230514
internal_weight=0.641161 0.028237 0.0253414 0.0205543 0.0148421 0.612924 0.60145 0.00571221 0.00655236 0.0112428 0.594898 0.58317 0.01046 0.57271 0.564093 0.0105354 0.553558 0.0123148 0.541243 0.0263274 0.0170927 0.0128541 0.514916 0.0955344 0.0834219 0.065085 0.0524357 0.0259973 0.0264385 0.419381
internal_count=2900 561 380 351 187 2339 2251 164 143 168 2108 1990 122 1868 1810 102 1708 60 1648 160 103 92 1488 379 286 238 144 58 86 1109
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=13 10 16 13 20 18 9 19 10 5 22 23 23 0 22 0 18 18 20 3 0 6 20 23 23 21 22 5 5 23
split_gain=0.000791897 0.00871275 0.00816421 0.00671021 0.00376576 0.00632948 0.00374864 0.00441669 0.00334738 0.0045314 0.00310682 0.00296609 0.00296428 0.00289941 0.00273166 0.00442318 0.00628947 0.00458833 0.00422386 0.00404051 0.00730673 0.00344733 0.00517837 0.00504017 0.00386301 0.00370486 0.00529314 0.00965591 0.00436448 0.00327745
threshold=112.82921081865001 66.318885161900013 19.974953289850003 113.85351336640001 38.441102963850007 13.373311100250001 193.60452210450003 14.251149826300002 64.434276012450013 19.915533535850003 -0.095019999999999993 0.25847000000000003 0.11747500000000002 89.057864029250013 -0.079074999999999993 86.345209775600011 13.788608055100001 13.057710350500001 41.811877919650009 93.620177476600006 85.807518149550006 16.375382608200002 43.740100730350001 0.085880000000000026 0.082325000000000023 12.650480313250002 -0.11808 22.852794041600003 23.334907547600004 0.093295000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 -2 5 6 7 10 9 -6 -5 12 -1 14 21 17 29 19 -19 -16 -21 23 25 -11 -24 26 28 -28 -23 -17
right_child=1 -3 -4 4 8 -7 -8 -9 -10 13 -12 -13 -14 -15 15 16 -18 18 -20 20 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013215545714528828 -0.08999295296132008 0.068386010041082329 -0.082104807861447471 0.044859865779599717 0.081025896276317538 0.079357451008588847 -0.040792018409220497 0.08215704013296854 -0.068091125799379051 -0.092475126602472035 -0.087321933384055944 -0.10004544437457633 0.056193931068244767 0.037133992636430288 0.10002553595468765 0.018527874833571264 -0.024082009459251735 -0.010074767978735376 -0.085231447181184916 0.030165298037286473 -0.10010670321525124 0.033535141631891023 -0.015424088157696074 -0.011074623294912735 0.065420786802267414 0.030823437942901141 -0.077944955124993831 0.013891327936267137 -0.046735640216454932 0.080642446478921284
leaf_weight=0.24227917409227501 0.0082280188903771645 0.019232450140407309 0.012834950710271187 0.0033696332792487746 0.0065918985801545196 0.015804703332833014 0.01241329284675885 0.0083821261578123085 0.0076174044614702998 0.012642089532107548 0.0037649483017503371 0.0029504409630846098 0.0093049986108231786 0.017027163406055479 0.0048960078565869472 0.01552452715986874 0.015596163096233795 0.020467287094447784 0.011782643641922164 0.018916042220558538 0.0055742147687851675 0.020749998557448635 0.0096410908238837578 0.01909712667919905 0.015274406100786564 0.01377919631897484 0.032268399452618723 0.017744854423284551 0.010056325073890093 0.018759601951387594
leaf_count=1791 34 33 49 47 18 23 24 19 36 29 9 39 51 35 8 22 35 47 56 103 13 33 61 35 18 42 52 58 52 28
internal_value=-0.00015215 0.00287525 -0.00428729 -0.000766503 0.00140722 0.0287851 0.000167781 0.0329354 -0.00266535 -0.000925147 -0.024893 -0.000363325 0.000805692 -0.00285588 -0.00544717 0.00642714 0.0285658 -0.011489 -0.0375336 0.0170936 0.000514155 -0.0142019 -0.00642194 -0.0434974 0.0341377 -0.0171046 -0.025276 -0.0453612 0.00733179 0.0525157
internal_weight=0.632571 0.365202 0.26737 0.345969 0.337741 0.0437347 0.02793 0.0155167 0.294006 0.286389 0.00713458 0.254535 0.251584 0.279797 0.26277 0.111516 0.0498803 0.0616362 0.0322499 0.0293863 0.0244903 0.151253 0.119514 0.0317392 0.0249155 0.0945988 0.0808196 0.0500133 0.0308063 0.0342841
internal_count=2900 970 1930 937 903 122 99 75 781 745 56 1881 1842 727 692 312 85 227 103 124 116 380 316 64 79 237 195 110 85 50
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=13 7 16 16 17 12 0 22 6 21 9 12 6 6 19 19 23 10 7 13 20 0 22 0 9 15 21 20 0 5
split_gain=0.000808733 0.00110345 0.000903146 0.00214237 0.0018977 0.0021872 0.00146339 0.00108875 0.00128385 0.00219331 0.00206009 0.00167531 0.00147723 0.0035766 0.00340668 0.00336903 0.00319179 0.00275806 0.00321702 0.00259196 0.00243535 0.0019784 0.00196375 0.00185537 0.00468435 0.00497332 0.00622775 0.00413991 0.00364688 0.00499062
threshold=78.890115379850016 27.894561215200003 9.6249774926000011 11.934972090850001 177.48499193625003 255.91119495340004 101.06989495610001 0.68694500000000025 5.0951190466500007 20.770927814650005 53.944017839150007 202.12526968910001 13.665319288000001 13.775321858200002 11.850956171350001 13.351077205700003 0.086230000000000015 78.220689305400015 26.075470002800003 98.238948544700023 43.968221017800005 96.588235252600015 1.0000000180025095e-35 93.972365491700018 206.08249486475003 29.049007317550004 3.5596964648000005 40.380906245900007 93.262612545250008 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 -1 6 4 5 -4 -2 8 9 -5 11 -10 14 -14 19 17 -17 -16 -19 20 -12 -18 -20 28 25 27 -27 -25 -15 -30
right_child=2 -3 3 7 -6 -7 -8 -9 10 -11 12 -13 13 23 15 16 21 18 22 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.10004283965948502 -0.033205900168168261 0.0089912071315991632 -0.071710075343039748 -0.076714588022287755 -0.10002920480872252 0.09331726500812737 0.058334872197570622 0.040608380771144918 0.0071498780801039696 0.063120568298984922 -0.10003725063411895 0.0716139912928105 0.057966006617554112 0.00014260457579278623 -0.092898535270658014 -0.05616100339819078 -0.026748470286576932 0.025212889545957108 -0.10003687393388883 0.049485083037287353 0.045752204618596193 0.067164070888383373 0.011724818850374248 -0.009971503510934062 -0.049618930937524793 0.02038377128005894 -0.10008352795421459 0.052953294779898186 0.077029160171961042 -0.010858331588268953
leaf_weight=0.0018962655386354907 0.0024392055367925547 0.0018180808407546739 0.0017811833741696306 0.0049128061190094599 0.0040353736458516309 0.0014625607933567153 0.0061479646930557852 0.0066360154673930074 0.0092252143977020751 0.001453543938509938 0.0027338574402104845 0.007160645688141897 0.010809644794335327 0.39176242751456547 0.01055407398401087 0.0055912913696829483 0.0032766071199148428 0.006690544372190744 0.0056861598441386718 0.011217153091820364 0.0019725073188965325 0.0071124064052128233 0.0021729842485491702 0.02169873277739498 0.025381608958923607 0.0080945915801748924 0.0091333946919576192 0.020178713979930762 0.014789934219152201 0.011473025265900105
leaf_count=49 38 157 79 222 159 9 118 29 45 14 49 36 29 1136 118 41 19 31 66 41 7 37 13 44 144 23 59 31 26 31
internal_value=-0.000151727 -0.0466734 0.000128978 -0.000326605 -0.0542513 0.00269854 0.0323325 0.00032791 -0.000122789 -0.0447879 0.000361864 0.0353208 -0.000642524 0.0010535 -0.0159143 -0.0311332 0.00475845 -0.0539807 -0.0257504 0.0233517 -0.0389347 0.0375448 -0.0691357 -0.000170755 -0.0136867 0.0017436 -0.0434818 0.0203489 0.00256096 0.0386353
internal_weight=0.619299 0.00371435 0.615584 0.606997 0.00727912 0.00324374 0.00858717 0.599718 0.593082 0.00636635 0.586716 0.0163859 0.57033 0.513322 0.0570076 0.0410841 0.0159803 0.0251038 0.0145497 0.0159235 0.00470636 0.010389 0.00785914 0.502512 0.084487 0.0591054 0.017228 0.0418774 0.418025 0.026263
internal_count=2900 206 2694 2538 247 88 156 2291 2262 236 2026 81 1945 1523 422 325 97 228 110 97 56 56 79 1494 301 157 82 75 1193 57
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=23 23 12 23 23 17 17 15 9 2 23 9 10 17 17 7 9 9 0 5 23 14 16 19 23 15 13 22 13 13
split_gain=0.00075796 0.0020249 0.00336032 0.00110297 0.0031995 0.00334738 0.00390569 0.00350414 0.00376785 0.0028644 0.00309489 0.00308063 0.00262862 0.0018476 0.00249594 0.00278248 0.00205406 0.001856 0.00234932 0.00181441 0.0018018 0.00326746 0.00287854 0.00332722 0.00262984 0.00188756 0.00342058 0.00172501 0.00202228 0.00409601
threshold=-0.27223499999999995 -0.49570500000000001 151.63308792200004 -0.10585499999999999 1.0000000180025095e-35 183.58889821140002 186.19055817300003 28.129673635100001 203.64522440670001 45.36220315740001 -0.12530999999999998 193.75542554275003 62.057679025150001 166.83257850275001 174.63059628235001 21.725272673150005 59.469124515800011 66.750324551100007 105.48703166445002 21.042547594650003 0.07968500000000002 190.88085073635003 13.534968349350001 11.850956171350001 0.093480000000000021 17.382777826050003 95.99139754765001 -0.23557500000000001 117.07428620665002 107.24528328170003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 -5 -7 8 -8 -2 11 13 -13 16 -15 -16 -11 18 -17 -14 21 -6 24 -24 -22 26 -26 -23 29 -29
right_child=3 -3 -4 4 20 6 7 -9 -10 10 -12 12 19 14 15 17 -18 -19 -20 -21 22 27 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10006737467784606 -0.10013453938857211 -0.076903157655929366 0.041250740830191472 -0.091517463234479721 0.074752017032112011 0.073850524481624727 0.066194839565216476 -0.071405100757534007 -0.063848515391007735 0.053810838337281203 0.068531607803477279 0.031026365237489906 -0.021632397543150918 0.073955664681353381 -0.047829152771450452 -0.10003424135158012 -0.10006003038475803 0.060819849125890474 0.032650811726122428 -0.10012901989137304 -0.10002692567089609 -0.1000419773510129 0.057559736146035691 -0.00086073284824801557 -0.10003082355452385 -0.10003171583833143 0.099950112100293004 -0.0098327998312516054 -0.04313264331674619 0.088960598400714061
leaf_weight=0.0022704398507134016 0.002175463887397199 0.0046613701765998447 0.0064990084774763091 0.0072815950461766468 0.008994049395393916 0.0041707865755009612 0.0054170663255174167 0.010726011785692435 0.0037846026944183819 0.0013850816938443247 0.0096974475059319332 0.0054582954098805194 0.0075413181350825198 0.0098041915119040368 0.0055631478439863704 0.0019402550831841827 0.0023219272652732492 0.0099940122443058499 0.0042738092787990567 0.0048309905374708251 0.0055260369238924745 0.0014872671884136593 0.0099659423876516939 0.44744405801809267 0.0012705896170615016 0.0014227569994851308 0.0026168768458205705 0.011223690020438326 0.0053140005845762053 0.0067030155140059824
leaf_count=41 3 72 55 89 24 14 41 43 22 25 64 14 40 48 34 30 57 40 57 18 260 27 41 1338 91 39 9 219 19 26
internal_value=-0.000152072 -0.0236458 0.004663 0.000375292 -0.0011234 -0.0321009 -0.0141476 -0.0325653 0.0127086 0.0126753 0.0165825 0.00709756 -0.0267803 0.0242183 0.0320591 0.013192 -0.0425679 0.0341364 -0.00877825 -0.0522828 0.000813127 0.0231383 -0.000794682 0.000412119 -0.051735 -0.00148051 0.0345878 0.00436542 0.0110469 0.0271073
internal_weight=0.611765 0.0134308 0.00876945 0.598334 0.533348 0.0313801 0.0240985 0.0199277 0.00920167 0.0649859 0.0628105 0.053113 0.0178306 0.0352824 0.0315754 0.0217712 0.00370701 0.0162081 0.00621406 0.0123723 0.501968 0.033722 0.468246 0.45741 0.0108363 0.00531022 0.00388747 0.024728 0.0232407 0.0179267
internal_count=2900 168 96 2732 2302 209 120 106 63 430 427 363 72 291 209 161 82 127 87 58 2093 315 1778 1379 399 139 100 291 264 245
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=2 18 5 21 17 2 17 20 17 12 23 17 9 17 20 22 17 16 9 22 17 14 18 10 10 21 4 18 21 10
split_gain=0.000731542 0.00288574 0.0025282 0.00333852 0.00164981 0.00160525 0.00154796 0.00304479 0.00420617 0.00310608 0.0026975 0.00142852 0.00137055 0.00240618 0.00494646 0.002814 0.00211371 0.00181026 0.00191401 0.002701 0.00186884 0.00272388 0.00201401 0.00263144 0.00292067 0.00254852 0.0025425 0.00227578 0.0034392 0.00191812
threshold=325.75432260090003 13.954623666350001 20.410615048800004 16.027392061700002 206.99440818355001 309.73785348360008 208.12573104970002 42.526729949000007 209.83020864525002 195.51336019310003 0.089185000000000028 213.85098605320005 212.62588569420004 199.88268747760003 41.590548329450009 1.0000000180025095e-35 203.08534335880003 11.934972090850001 210.39795333110001 -0.088944999999999996 204.75389752000004 384.93581166080008 15.914538559100002 75.645146416450004 75.403185184700007 7.1768279997000013 310.49012963040008 14.804191144800003 3.9386477827000004 81.320481529800006
decision_type=2 2 2 2 2 2 2 2 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 -4 6 12 8 -8 10 11 -10 17 14 15 -14 -15 -1 20 -20 21 22 23 24 27 -24 29 -19 -29 -25
right_child=1 2 4 -5 -6 -7 7 -9 9 -11 -12 -13 13 16 -16 -17 -18 18 19 -21 -22 -23 25 26 -26 -27 -28 28 -30 -31
leaf_value=-0.046136725253686943 -0.10005094535135198 -0.093789292408284361 -0.0081899265664125889 0.041325927960176589 0.076870530392850717 0.037674092068975588 -0.0841199220669369 -0.069888199167034856 0.082238781308799525 0.042733380791829118 -0.1000514800915588 -0.036522726847699874 0.045573572137740936 0.079024194940646469 -0.086707403720699433 -0.032493638957970271 0.0064461814758069351 0.0013372076444282165 0.0095933664471917687 -0.081442855432044728 0.033230240937444706 -0.061828575691275846 0.058668116083021186 -0.092825628292326837 0.059722114663149667 -0.024487334151405915 0.039179376031773711 -0.10008576792511981 0.0047692077802505223 0.011581544132564738
leaf_weight=0.0084947987261340119 0.003596588300158742 0.0048833229715482531 0.0045610125754578235 0.0029235173180712781 0.0045598935764701309 0.011392805197522282 0.0052232117719856466 0.0092059199349385779 0.0019140060819760043 0.014534464406999625 0.0035346393086097549 0.0021511203331243678 0.014725529000023441 0.0094832943314138163 0.0053099028232068681 0.0067264017639558906 0.0069559866284407681 0.39475566423730823 0.0063203717787700953 0.0067287491221605933 0.017832365874892897 0.0069647440516860106 0.012527472721692856 0.007628620956747767 0.0083560211201074708 0.0052218731248494512 0.0027991165505341096 0.0056186974730678685 0.0070568259880019468 0.0022871538242537071
leaf_count=377 49 111 22 25 24 77 34 92 10 111 46 32 69 26 53 27 35 1139 28 33 58 40 73 124 20 34 26 33 34 38
internal_value=-0.000146867 -0.0187027 -0.00141893 -0.0431911 0.0343351 0.000505547 -0.000234295 -0.020142 -0.00340216 0.0156455 -0.0361597 0.0193944 0.00112424 0.0182026 -0.000294382 0.0210951 0.0483141 -0.000373558 0.00042948 -0.0373493 0.00147604 0.000226628 0.00119514 -0.000172139 0.00119824 0.0342037 -0.0449847 -2.02707e-06 -0.04171 -0.0687433
internal_weight=0.604274 0.0205243 0.0169277 0.00780684 0.00912091 0.58375 0.572357 0.0365634 0.0273574 0.0221342 0.00759977 0.00406513 0.535794 0.0432011 0.0267618 0.0214519 0.0164393 0.492592 0.484098 0.0130491 0.471049 0.453216 0.446251 0.428502 0.415787 0.0177493 0.0127149 0.407431 0.0126755 0.00991577
internal_count=2900 231 182 136 46 2669 2592 325 233 199 88 42 2267 210 149 96 61 2057 1680 61 1619 1561 1521 1414 1226 107 188 1206 67 162
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=5 5 22 15 22 5 9 9 20 17 21 13 10 10 13 16 9 5 10 0 3 22 7 18 21 21 5 5 23 22
split_gain=0.000713711 0.00206502 0.0036025 0.00250477 0.00202594 0.00232355 0.00223994 0.00307863 0.00262131 0.00312944 0.00281893 0.00191387 0.00188812 0.00287479 0.00392503 0.00348165 0.00448971 0.00313498 0.00264618 0.00257543 0.00344037 0.00241464 0.00186375 0.00291227 0.00232365 0.00176583 0.00386884 0.00524279 0.0039615 0.00336555
threshold=23.721757872050002 22.963361893800002 -0.068524999999999989 42.80317728375001 -0.54972999999999994 29.040033326300005 207.13025159505005 206.65653280825003 38.115457128050004 197.05557773135004 19.652007205700002 117.56358558635002 61.928633034850002 61.966271448700006 117.61735474900001 22.654947022900004 193.75542554275003 22.782602051550004 61.987779113750001 85.775256651950016 93.770731131900007 -0.092289999999999997 21.725272673150005 11.955585097900002 13.296557277800002 8.9353283289500016 22.334016245700003 21.850554661550003 0.090720000000000023 -0.057185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -2 6 7 8 -6 10 -10 -4 21 -14 15 17 -17 18 -15 -20 25 -1 23 24 -7 -21 27 28 -27 -30
right_child=4 2 11 -5 5 22 -8 -9 9 -11 -12 -13 13 14 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.012594940681295448 0.068873062761234019 0.035855853508770116 0.02080490531137192 -0.030534897398870761 0.042722897255381032 0.057512909322607143 -0.079360031309382156 0.093203531916116411 -0.068334980594413883 0.0073757602886842842 0.067766948164408342 0.08903351402579962 0.040784202334698004 -0.10020285338488154 -0.084537221777122792 -0.022834077798326774 0.064853691129759861 -0.072561044868165767 -0.050510601865124349 0.0038071441589905401 0.080705678320220742 -0.04831106023277873 0.10000393863110067 -0.073502823816561244 -0.052315569985311963 0.0046249304447190413 -0.084122910796671974 0.072816233288493223 -0.073701877067062702 -0.0099043030995068539
leaf_weight=0.010291867246011055 0.0031069115918853632 0.0098496007044701628 0.0074427436106745395 0.013432416399837166 0.0051653620529208402 0.0079865386524531345 0.0065778063836035008 0.0024090072720355229 0.018970743915568633 0.011673346177763833 0.00165451834061514 0.0091850328689133676 0.017321295021247352 0.0026635765680111936 0.0055202726944116867 0.0087601305858697742 0.017510726188447734 0.0061897588588522004 0.0099269441476188547 0.2942437829289748 0.0053501181537285438 0.017710681875456658 0.0023927700946728683 0.0035696128412094916 0.002538727402352948 0.048141151530116777 0.0068705026243378589 0.0076660136287500782 0.015791916113792936 0.017357604515346514
leaf_count=30 10 37 23 27 61 75 48 6 242 37 6 23 22 3 10 15 37 21 34 1382 6 33 9 57 21 412 24 12 108 69
internal_value=-0.000152177 0.00106669 0.0229425 -0.00244788 -0.00995597 -0.0138473 -0.0252945 -0.0163754 -0.0234216 -0.0339997 -0.0574171 0.0584938 -0.000710287 0.000813748 -0.00073861 0.000311607 0.0356138 -0.00192745 -0.000855898 -0.000203081 0.00105988 -0.0259261 0.0184031 0.00455041 0.0310219 -3.25256e-05 -0.0118225 -0.00623842 -0.0136936 -0.0402965
internal_weight=0.597271 0.531226 0.0399098 0.023282 0.0660453 0.0629384 0.0464508 0.039873 0.037464 0.0322986 0.0206253 0.0166278 0.491316 0.463314 0.445992 0.440472 0.0262709 0.414201 0.408012 0.405348 0.395421 0.0280025 0.0164876 0.0140949 0.0105253 0.390071 0.0958272 0.0889567 0.0812907 0.0331495
internal_count=2900 2328 110 64 572 562 400 352 346 285 248 46 2218 2155 2133 2123 52 2071 2050 2047 2013 63 162 153 96 2007 625 601 589 177
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=22 2 2 17 12 22 6 21 0 6 22 8 8 16 6 15 17 20 18 22 22 20 8 17 17 22 17 4 20 20
split_gain=0.000694061 0.00227803 0.0020807 0.00323288 0.00209735 0.00199735 0.00291743 0.00590497 0.00295763 0.00257184 0.00425675 0.0022489 0.00279641 0.00755191 0.00212275 0.00204672 0.00192294 0.00317753 0.00198416 0.00358647 0.00190317 0.00462026 0.00434024 0.00404484 0.00638781 0.00358478 0.00309502 0.00519769 0.00486262 0.0027058
threshold=-0.25167499999999993 199.66651340635002 181.83510701155004 195.53954078470002 195.51336019310003 -0.11600999999999999 16.455384477450004 7.362244800500001 86.866770652900016 11.865277230300002 -0.156745 8.543332867800002 8.4434108459500017 22.554947256700004 10.510245570250001 26.744537432900007 174.63059628235001 36.173488152900006 13.278511569200001 -0.59087999999999996 -0.088099999999999998 42.027086531450003 8.9430209551500024 191.75198759630004 192.84209122775002 -0.085734999999999992 197.57625617845002 198.95919911430005 36.82350895510001 43.19689381845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 -5 6 9 8 -8 10 14 12 13 -11 -2 -9 17 -1 -18 -20 21 26 25 -23 -25 -22 27 -7 -29 -26
right_child=5 -3 -4 4 -6 20 7 15 -10 11 -12 -13 -14 -15 -16 -17 18 -19 19 -21 22 23 -24 24 29 -27 -28 28 -30 -31
leaf_value=0.056771226032389266 0.034316579053852644 -0.061675971369050578 0.057323884524608321 -0.08303125936739425 0.0091740706450230032 0.025016439603902187 0.050607412777718255 0.002301174467910329 -0.069937761241076507 0.044675223655651311 -0.10003097891139666 -0.016960610842539827 0.084632794058899216 -0.090113515578412781 -0.067448687176592956 -0.092452070733697003 0.081305952085531652 -0.10010234522713755 0.047203545742471702 -0.053933425701054097 0.042859186697244346 -0.078961638460463876 -0.056807125448928679 0.077453911963219907 -0.079968741668683022 0.00081663157364879205 0.040991286901244768 0.029505493845235983 -0.08449792674043409 -0.0043321201509840378
leaf_weight=0.0020459732527671462 0.011599672881778655 0.0076474634061591542 0.0051323251193799982 0.0079558880730576931 0.0035756730472211737 0.019030544005033789 0.01124954104828646 0.0030875636809355464 0.0024849807959981271 0.03451375621383912 0.0040465204398099633 0.007675164962620328 0.011438293013270595 0.0047258788035833268 0.0024896883306126947 0.0087121201347031274 0.0046726118214337467 0.0034999834725804035 0.0086947270123136598 0.0058757832036153744 0.021700173040754667 0.016103129645996028 0.012350702445797168 0.0057808053497296888 0.0095869907704866364 0.3100534353696161 0.016339653830858725 0.0053527726319067539 0.01242852889720325 0.0093350557561393543
leaf_count=15 152 127 31 62 12 37 101 43 5 176 156 20 17 10 28 30 16 41 34 37 65 79 76 9 46 1299 73 22 45 36
internal_value=-0.000144601 -0.0115277 -0.0022761 -0.0106979 -0.0544405 0.000890266 0.0134915 -0.0157762 0.0287972 0.0232619 -0.00962967 0.0334845 0.0411244 0.0284418 0.0163339 -0.0676585 0.00965053 -0.0422297 0.0246027 0.0064185 -0.00204453 -0.0146585 0.0013997 -0.0399668 -0.0145471 0.00356666 0.00477148 -0.0113054 -0.050179 -0.042654
internal_weight=0.589185 0.0491004 0.041453 0.0363206 0.0115316 0.540085 0.102023 0.0255342 0.0137345 0.076489 0.0181359 0.0583531 0.0506779 0.0392396 0.0140894 0.0117997 0.0247891 0.00554596 0.0192431 0.0145705 0.438062 0.0939575 0.344104 0.040806 0.0247029 0.331754 0.0531515 0.0368118 0.0177813 0.018922
internal_count=2900 375 248 217 74 2525 738 179 106 559 336 223 203 186 180 73 143 56 87 71 1787 347 1440 170 91 1364 177 104 67 82
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=13 16 3 13 22 22 23 22 20 16 14 12 6 5 23 23 5 22 16 18 16 19 0 22 16 19 9 0 20 16
split_gain=0.000739919 0.00727427 0.00680324 0.004914 0.00310402 0.0033267 0.0026182 0.002598 0.00253954 0.00563208 0.00276393 0.00397135 0.00375849 0.00475524 0.00391983 0.00588741 0.00449494 0.00548027 0.0042047 0.00595759 0.00710813 0.00618927 0.00598126 0.00397419 0.00405287 0.00461752 0.0044983 0.00387804 0.00369299 0.00337624
threshold=112.82921081865001 19.974953289850003 89.227236891450005 113.85351336640001 0.20327000000000003 0.13860000000000003 0.25847000000000003 -0.053019999999999991 38.115457128050004 20.914951091750002 151.37567628355004 96.350437043050007 16.585387514950003 26.502904693550004 0.093295000000000031 0.087725000000000011 21.623222698850004 -0.085249999999999992 22.624947093000003 13.788608055100001 22.554947256700004 14.451165964200003 86.420486603250012 -0.013805 22.614947116400003 14.351157895250003 200.94207221650004 86.345209775600011 42.027086531450003 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 6 7 -4 5 8 -1 -2 9 -5 -10 -12 14 -14 15 18 -17 -18 19 20 22 -22 -13 24 25 -16 27 28 -26 -19
right_child=2 -3 3 4 -6 -7 -8 -9 10 -11 11 12 13 -15 23 16 17 29 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00065063951909780625 0.082971302480900538 -0.081329479460585538 -0.086657937720868924 -0.0082108796237225258 0.059864202234448799 -0.05539146086174887 -0.10004244185666229 0.01690922488255123 -0.063005641965519596 0.082062328345566246 0.058425380032896192 -0.0065525276241160798 -0.071087717646491411 0.02945231530130504 0.067464546229309488 -0.088442337379528224 0.05371587126998098 -0.10020993576864799 0.028560171438094185 -0.089752118963307703 -0.090883144079135253 0.023930852519325765 0.096607899608324499 0.071615956319744489 0.015059583100065409 -0.0050261877726183839 -0.073468039398664337 0.054114297253407599 -0.071862165909002559 -0.0078844448344827928
leaf_weight=0.23101152636320388 0.013573606569480035 0.011683533255450129 0.0065672175340418795 0.016554829673022908 0.0086371397588109744 0.010814840424245631 0.0026114728020262259 0.010603276919482596 0.007224927277359682 0.011864075591802248 0.011019319063549915 0.012923097679845341 0.016072369003978793 0.0066509971517287872 0.018905029706502319 0.013924933557063923 0.0075104808735488851 0.0072625201892719806 0.038878088724587201 0.0088363309828309866 0.011485668121395065 0.0079415197786829594 0.0099460010387701914 0.011713161471675448 0.012093689243556582 0.016418290691945003 0.0093362293505645511 0.010793643228680594 0.0082034615690060875 0.008712562349359132
leaf_count=1842 30 49 32 65 30 29 39 24 28 32 20 51 60 107 25 32 22 17 100 27 27 26 9 24 22 30 23 17 37 24
internal_value=-0.000154458 -0.00432589 0.00290497 -0.00107607 0.000774411 -0.000955142 -0.000474923 0.0539984 0.00111584 0.0294756 -0.00203423 -0.000262449 -0.00298416 -0.0416602 0.00110571 -0.0100841 -0.0434261 -0.0167353 0.00377358 -0.0150726 0.000529054 -0.043949 0.038313 0.0174076 0.00902545 0.0337708 -0.0125959 0.00568328 -0.0200714 -0.049857
internal_weight=0.579774 0.245307 0.334467 0.31029 0.303723 0.295086 0.233623 0.0241769 0.284271 0.0284189 0.255852 0.248627 0.237608 0.0227234 0.214885 0.127421 0.0374105 0.0234856 0.0900107 0.0511326 0.0422963 0.0194272 0.0228691 0.0874635 0.0757503 0.0353233 0.040427 0.0310908 0.0202972 0.0159751
internal_count=2900 1930 970 916 884 854 1881 54 825 97 728 700 680 167 513 335 95 63 240 140 113 53 60 178 154 55 99 76 59 41
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=2 18 5 21 17 2 17 20 6 22 16 9 4 19 16 20 10 9 21 15 16 10 16 22 22 16 18 17 17 9
split_gain=0.000716055 0.00250989 0.00205727 0.00289854 0.00170914 0.00135037 0.00137278 0.00267001 0.00255106 0.00283953 0.00212203 0.00142038 0.00258538 0.00202835 0.00304756 0.00135969 0.00149764 0.00125259 0.00312745 0.00257108 0.00498296 0.00362744 0.00477056 0.00510484 0.00203028 0.00175893 0.00239286 0.00183166 0.00404417 0.00273403
threshold=325.75432260090003 13.954623666350001 20.410615048800004 16.027392061700002 203.93111730270002 308.2991537635001 213.85098605320005 42.526729949000007 11.175261108200003 -0.086339999999999986 18.764956119400004 214.22994816675003 190.68865001715002 14.451165964200003 18.634956423400002 38.938637541200009 75.779569322950024 206.50942114985003 9.5752145037500025 34.761639995350009 22.604947139800004 67.171126389250006 18.934955721800005 -0.060760000000000002 -0.095019999999999993 11.934972090850001 16.671733559250004 206.41783130310003 204.75389752000004 201.78065190905002
decision_type=2 2 2 2 2 2 2 2 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 -4 6 11 8 9 -8 -10 17 -13 14 15 -14 -17 25 19 21 -21 -19 23 24 -23 -1 27 28 -27 -29
right_child=1 2 4 -5 -6 -7 7 -9 10 -11 -12 12 13 -15 -16 16 -18 18 -20 20 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.047672821002085808 -0.10004688652307195 -0.092791506502510876 -0.023469757647621589 0.036710848388147109 0.067609960797004501 0.033429373742995837 -0.05943624522519414 -0.10003252885571122 -0.10004300180244979 0.076969336028863466 0.019916630776402204 -0.038887281905368026 -0.058289341070457502 -0.016962394700393849 0.082993515669682841 -0.027063955483019049 0.059421337148997222 0.075887470069429516 -0.075849368641051157 -0.090130328187579073 0.020932945218352029 0.000813393183747518 -0.10006524871104205 0.081452531635795855 -0.10007926398045858 0.00033724593091287528 0.061945947903967138 -0.1000644154980954 0.06283894651060197 0.0043090559971352719
leaf_weight=0.0072942509186128537 0.003197400731306004 0.0044100446189054001 0.0034826442981241712 0.0028421807299527924 0.0050448354560899134 0.012178414987118913 0.0022189375404311198 0.0039629254686275308 0.0037909059024947567 0.0048876081614772646 0.0024134254126693122 0.006115960382235385 0.0023462573979942123 0.0063958690241179275 0.011437999598228998 0.0031686268434327758 0.005439567046609417 0.0069194645332686369 0.0073607712468373157 0.0084406323187238286 0.0077477336220681528 0.0061019509171416041 0.0044044722562830421 0.0070145533877488146 0.0029630116630414705 0.39828089093267494 0.0065245261238548449 0.0044270536233739222 0.010628795612547037 0.0057947618288380909
leaf_count=369 49 111 20 25 26 88 55 59 46 43 10 36 38 24 31 26 38 32 50 40 22 39 15 34 22 1406 71 36 17 22
internal_value=-0.000158738 -0.0192559 -0.00288545 -0.0420389 0.0304128 0.000502279 -0.000245742 -0.0279786 -0.00652667 0.0343783 -0.0533799 0.000677631 0.0201599 0.0327042 0.0468903 0.00919343 0.0275866 -0.000727639 -0.0155583 -0.00537779 -0.0369756 0.0132883 -0.00785756 0.0173998 -0.0321648 0.00101774 0.00185213 0.000916658 0.00196185 -0.0408949
internal_weight=0.567236 0.0189771 0.0157797 0.00725223 0.00852748 0.548259 0.536081 0.0172738 0.0133109 0.00710655 0.00620433 0.518807 0.0349043 0.0287883 0.0223925 0.0109545 0.00860819 0.483903 0.0509526 0.0435918 0.0161884 0.0274035 0.020484 0.0160795 0.00906496 0.43295 0.425656 0.419132 0.40891 0.0102218
internal_count=2900 231 182 136 46 2669 2581 213 154 98 56 2368 193 157 133 102 64 2175 254 204 62 142 110 95 61 1921 1552 1481 1423 58
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=23 23 6 13 15 16 13 23 15 18 19 5 15 10 7 23 13 6 6 20 10 0 9 20 21 21 5 6 13 23
split_gain=0.000703962 0.00153299 0.000811665 0.00222489 0.00130762 0.00118412 0.00233615 0.00163614 0.00115501 0.00315724 0.00239157 0.00387412 0.00186855 0.00402898 0.00332851 0.00301792 0.00229774 0.00208784 0.00439419 0.00319477 0.00785589 0.00426288 0.00457569 0.00299448 0.00417241 0.00379803 0.00341451 0.00292197 0.00297185 0.00290285
threshold=0.43162500000000009 0.4172550000000001 20.305474434200004 119.04223755815001 27.992471162000005 22.724946859200003 117.75715457175001 0.096845000000000028 44.34858359035001 13.278511569200001 14.451165964200003 24.375372008600007 41.403124198950003 61.944763783650011 23.195026784100005 0.098200000000000023 117.68187774410002 16.455384477450004 16.445384243750002 39.56957118270001 64.654729579150015 85.839779647100016 197.58039077460003 42.718072821900002 8.7253119161000026 3.6826023594000006 20.485565917300004 16.575387281250006 116.55003687120002 0.088565000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 12 -10 11 -11 16 -14 -15 -16 17 18 -1 20 -19 23 29 24 26 -25 -21 -27 -29 -23
right_child=-2 -3 -4 4 -6 7 -8 -9 9 10 -12 -13 13 14 15 -17 -18 19 -20 21 -22 22 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.0015911864572670576 0.029001685620650378 -0.053519407413749845 0.035881607065865337 0.029269406137416916 -0.10004882341654718 0.057588273537167937 -0.063271379573532002 -0.0076576159971595038 -0.10003435302401875 -0.074953925742899066 0.030414947832770496 0.027663325194181285 0.062492972561216234 -0.036156992979114122 0.061199097515575451 -0.016765503787241533 -0.057605005441849856 0.079079495478736495 0.072790479001448916 0.10002278192763536 -0.073062458101239611 0.00913778920747438 -0.091926918125209742 0.098740896152028898 0.099057386735595346 -0.083204692685515724 -0.10005930344221681 0.066743031689309271 -0.10008304668130377 -0.05453940161795634
leaf_weight=0.33724417276187302 0.0081588558924853283 0.0054179552282676005 0.0062105390550826192 0.0010107109758905599 0.0034541941317414171 0.008302151679401959 0.0058995088639903761 0.0071563150122528904 0.0041480454590798735 0.0087057243721915256 0.010590667932802944 0.0063716775990201322 0.01518167277390603 0.014338564033096191 0.011278448522404005 0.008869327209936273 0.0070320598879334275 0.0099520927119485236 0.0088968382809753166 0.0012861833674833179 0.0051502292416145687 0.015230579137096356 0.013194603086731149 0.0022655885886848645 0.0064970636203156573 0.0071809884980496008 0.0025320284655414582 0.0035156527591184705 0.0015336438186999146 0.013508840875147143
leaf_count=1991 39 20 23 22 48 22 33 21 81 30 48 29 22 31 35 14 11 63 12 2 17 26 40 10 21 29 55 66 11 28
internal_value=-0.000157384 -0.000588405 -6.36885e-05 -0.000476845 -0.0707753 0.000108895 -0.000701288 0.0273835 1.61644e-05 -0.019087 -0.00600559 -0.0315881 0.00119131 0.0195667 0.000669621 0.026878 -0.000906682 2.48996e-05 0.00342122 -0.0143385 0.0271957 -0.0237363 -0.0431757 0.00911867 0.0503018 -0.0201873 -0.0326607 -0.042218 0.0160723 -0.0207934
internal_weight=0.560115 0.551956 0.546538 0.540328 0.00446491 0.535863 0.520404 0.0154585 0.514505 0.0298161 0.0256681 0.0150774 0.484689 0.049668 0.0344863 0.0201478 0.435021 0.427989 0.346141 0.0818475 0.0151023 0.0667452 0.041934 0.0248111 0.0103153 0.0144959 0.00381821 0.0122303 0.0050493 0.0287394
internal_count=2900 2861 2841 2818 70 2748 2705 43 2672 188 107 59 2484 102 80 49 2382 2371 2003 368 80 288 94 194 78 116 57 106 77 54
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=6 3 20 22 0 22 16 7 13 3 0 10 5 9 17 17 17 9 12 21 18 0 23 23 23 19 22 5 2 10
split_gain=0.000690875 0.00293712 0.00381271 0.00699401 0.00509475 0.00480084 0.00368302 0.00284236 0.00514235 0.00396535 0.00275994 0.0061111 0.00426483 0.00265082 0.00443724 0.00349941 0.00383104 0.00241821 0.00429228 0.00227649 0.00223192 0.00208803 0.0027597 0.00342024 0.00239239 0.00406956 0.00213679 0.0023947 0.00206845 0.00434779
threshold=14.835346625500001 84.146051024900018 36.82350895510001 -0.030145000000000002 88.576630023850015 -0.08459499999999999 18.714956236300004 24.052187734100006 104.27722550570002 83.511574906150017 93.262612545250008 69.276189105400007 18.613387752550004 215.80505313260002 188.16174763880002 186.52991945525002 173.53196984515003 199.21354841250005 139.31809447045003 12.151864830850002 15.008481731450003 102.21786657775002 0.088670000000000013 0.087265000000000023 0.11360500000000003 12.150980378200002 -0.22089 13.922841871800001 103.98563613345001 67.203387886850024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 19 13 7 17 20 -10 11 28 -12 14 15 16 -6 18 -1 -4 -9 22 23 -22 25 -24 -23 -28 -2 -30
right_child=10 2 4 -5 5 -7 -8 8 9 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 26 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.064889188419939653 0.013581742325726493 -0.060416073442941635 -0.023357720343268589 0.096624789014824145 0.045338319302543922 -0.090153854173278869 0.056505061425237861 -0.079291827026338121 -0.10006595232131416 0.007136415790975275 0.057079166547875676 -0.10016246823986295 -0.025208367524154941 0.086643906520965472 -0.10005402464341294 0.090677208453687791 -0.10006223148616961 0.084360196115839545 0.035344792910498683 0.084659400364048898 0.01373310147470237 -0.10002677045245659 0.029016822680297163 0.097222924544502529 0.042035628838028354 -0.070302213872775993 0.0029976429412412273 -0.10002741135436539 -0.0012478516976093261 -0.08343786167384544
leaf_weight=0.0056445832709520324 0.10049665044192935 0.0050871948159967317 0.0035762040713720467 0.0064085424932613932 0.00341050851358915 0.017913014824507911 0.011763253033109322 0.0033911934349859498 0.010142111976392698 0.0052295682675946873 0.020411941444763215 0.0060067084209638457 0.0091092683248348294 0.0021502125339338809 0.00601252587218326 0.003423870390747652 0.0038665083525231125 0.0055671449426881727 0.017572533704734994 0.0042936325378661877 0.014419842617794387 0.002908393358020552 0.0072491929853484285 0.0074374709731870317 0.0070075708957233465 0.0095743881055252444 0.019603746501283381 0.0025495596493882991 0.2230588091914365 0.0066274417704335056
leaf_count=26 265 40 34 7 39 135 37 40 72 25 45 18 29 9 68 16 50 7 136 19 91 143 44 20 38 62 506 41 819 19
internal_value=-0.000152713 -0.00511109 -0.024227 0.0271297 -0.0374506 -0.0530772 0.00314053 -0.00216593 -0.0109559 -0.0635949 0.00237186 -0.000202419 0.031688 -0.0178689 -0.0313147 0.00730802 -0.0319176 0.025169 0.0109757 0.0355744 -4.22784e-05 0.00375631 0.0164798 0.0421425 -0.00705734 -0.0275062 -0.0194391 -0.00885921 0.00161606 -0.00361939
internal_weight=0.551914 0.186203 0.0561422 0.0114957 0.0446465 0.0367766 0.130061 0.118297 0.089513 0.0153717 0.365711 0.33619 0.0295212 0.0188636 0.0167134 0.0107009 0.00727702 0.0287843 0.0232171 0.00786984 0.0741414 0.0707502 0.0456885 0.0218573 0.0238312 0.0168236 0.0250617 0.0221533 0.330183 0.229686
internal_count=2900 1705 417 47 370 317 1288 1251 1082 97 1195 1121 74 182 173 105 89 169 162 53 985 945 255 111 144 106 690 547 1103 838
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=0 3 3 20 9 9 7 16 7 21 4 6 21 13 15 22 15 8 17 20 18 18 16 7 18 23 23 12 2 18
split_gain=0.000737667 0.00284669 0.00365393 0.00474349 0.00218478 0.00402473 0.00273947 0.00246919 0.00359248 0.00292355 0.0020541 0.0022131 0.0020082 0.00220727 0.00198253 0.00196845 0.00206229 0.00329203 0.0019541 0.00169701 0.00165577 0.00470042 0.00454784 0.00293407 0.00422304 0.00272003 0.00537422 0.004719 0.00456388 0.0040539
threshold=85.716110573100011 93.770731131900007 93.58791597905001 40.532725462000009 190.24759545780003 199.02473417820002 22.477322886550002 22.744946812400002 19.617375644250004 15.031613344500002 376.98468903265001 15.675366252400002 13.296557277800002 116.20860268865 39.283112803100003 0.0023400000000000005 42.670190152050004 10.441851282850001 188.73286619890004 48.315732392000008 13.482409244300003 13.5308213324 22.654947022900004 23.195026784100005 13.386548691950003 0.088005000000000014 0.099010000000000029 152.88762959770003 116.16618105335002 13.228319457400001
decision_type=2 2 2 2 2 2 2 2 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 20 -4 6 -6 7 8 10 18 11 -1 13 -13 -3 16 17 -7 -10 -15 23 -22 -23 24 25 28 -27 -28 -2 -30
right_child=1 14 3 -5 5 15 -8 -9 9 -11 -12 12 -14 19 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.095494311944132118 0.074786168849704168 0.064086175887514737 9.2896739451795164e-05 -0.10008958927503682 -0.079240830033822443 -0.10005077160215757 0.049000830184457209 0.044307868081516669 -0.10007534102084792 0.062881317694078134 -0.10005285765688005 -0.064292059458044254 -0.10004753318532983 -0.024009947469966576 0.0083869293975442471 -0.074277548938200641 0.054939137145394501 0.051590068078084167 -0.0061000403361060234 0.10002018089746803 -0.073346605679075 -0.0026111108507196907 0.057143241213478524 0.047449571823816289 -0.058815716887616658 -0.050283222011021783 -0.014943547637436683 0.070643443395943264 -0.048418744631397476 0.058162297623155904
leaf_weight=0.0033723622163962528 0.014849931227878699 0.011659105410217308 0.010933156030290547 0.0083249651438173089 0.010841552496207996 0.0029560430294282014 0.010306185757100295 0.0067349532109801649 0.0090095532503853271 0.0017079254343741477 0.0014288035780030137 0.0020456976867593291 0.0016287422106913141 0.0016470966296537881 0.014140815313339772 0.0028744079056259872 0.0067559851884211319 0.0027761323525794523 0.0029330095012056754 0.0033403019915567711 0.0090122072783742624 0.30428046749069415 0.013293433741637273 0.019436059402579531 0.0094045828834055101 0.015645199362552376 0.014195431409461889 0.011795085941045613 0.0085354878185626148 0.0061329362348772074
leaf_count=12 32 17 25 45 61 37 36 16 137 7 20 90 24 49 30 30 33 10 11 7 17 1912 41 38 33 32 23 25 34 16
internal_value=-0.000162962 0.00126194 -0.000606955 -0.0432143 -0.00971459 -0.0325889 0.00386045 -0.00988391 -0.0233451 -0.0594945 0.0133078 0.0267669 8.90668e-06 0.0231802 0.0335577 0.000333961 0.0175073 -0.0266101 -0.0769957 0.059059 0.00131657 -0.00213082 -0.000109833 0.0125758 0.00416199 0.0124859 -0.00397677 0.0238978 0.0357065 -0.00385672
internal_weight=0.541998 0.471639 0.445839 0.0192581 0.0703588 0.0262041 0.0441546 0.0338484 0.0271135 0.0136505 0.013463 0.0120342 0.00866184 0.0070331 0.0257999 0.0153626 0.0124882 0.00573218 0.0119426 0.0049874 0.426581 0.326586 0.317574 0.0999947 0.0805587 0.0711541 0.0416357 0.0259905 0.0295184 0.0146684
internal_count=2900 2320 2273 70 580 171 409 373 357 155 202 182 170 146 47 110 80 47 148 56 2203 1970 1953 233 195 162 80 48 82 50
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=12 17 8 4 18 19 14 8 21 17 8 9 8 15 10 15 15 15 16 20 5 16 17 7 18 18 21 0 16 0
split_gain=0.000707136 0.00158451 0.00191833 0.00476425 0.00423551 0.0017225 0.00131089 0.00308255 0.0033377 0.001851 0.00160626 0.00288509 0.0023757 0.00165714 0.00181633 0.00128158 0.0012681 0.00719928 0.00481319 0.00393707 0.00402888 0.00299295 0.00192265 0.00568037 0.0037347 0.00644105 0.00296041 0.00666957 0.00290581 0.00266786
threshold=92.695913642950003 195.53954078470002 8.3434888241000014 143.35918460430003 13.042786209850002 14.151141757350002 168.39662374755002 8.3434888241000014 5.7587983756000005 166.83257850275001 8.8430989333000021 226.28914430085004 8.7431769115000026 43.376643616500012 65.555363052850012 39.466660082200001 28.777417478550003 28.129673635100001 18.684956306450005 39.344049039350004 15.299679811400003 18.984955604900005 188.16174763880002 22.580174331950005 13.042786209850002 12.993406580100002 1.2219980417000003 92.464140480550014 22.634947069650003 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 3 -1 -4 -5 7 8 -2 -8 12 13 16 14 -12 -14 17 -11 19 -18 -21 -20 24 -24 25 28 -25 29 -23 -28
right_child=6 -3 4 5 -6 -7 9 -9 -10 10 11 -13 15 -15 -16 -17 18 -19 21 20 -22 22 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.06388521144826366 -0.062742065897092858 -0.047503457758988489 -0.028783625726349446 -0.085265638080504733 0.05846596691394991 -0.0033318109698930532 -0.05289410142449949 0.05555774066367232 0.030331714721452713 0.0015955464441519303 -0.09410549371184225 0.035767020714077571 0.072091227380523273 0.0095795894782480708 -0.008600711029288435 0.01200090918361052 0.029332476527573332 0.088127154576945491 0.051167992294406661 0.055963635580173643 -0.10007906789229276 0.015839065532278356 0.077054729784845552 0.022981741378575615 -0.076352927712849752 0.060800400407129834 -0.030232489904168453 -0.084418979985584425 -0.067916066726853616 0.0035830384422123798
leaf_weight=0.0041448396675605728 0.0066642802554709992 0.0098391997514681862 0.01071753423635613 0.0084270561585855219 0.011570721047402088 0.0036891259151161657 0.0066038776014149527 0.01396326792672653 0.0091334031046557129 0.11982600623911976 0.0080010727717976238 0.0054403502836350972 0.0070818881013110513 0.0036647437739500974 0.0036031369525630916 0.0071152257387439022 0.004437603421881541 0.01045356966409372 0.010982714438782182 0.0019166753078465612 0.012101772879589134 0.0062831599028072551 0.009512004631005766 0.038617463264699836 0.0097240046942630443 0.0098442697382346012 0.02849480503613222 0.010621767922827985 0.012157374655013875 0.12874144561635603
leaf_count=15 25 29 37 63 27 9 282 29 19 1330 55 24 19 21 13 22 35 26 39 14 105 32 33 79 41 21 119 53 36 248
internal_value=-0.000157843 -0.0116852 -0.00254303 -0.0286597 0.0165111 -0.0603185 0.000992274 0.0213256 -0.00893162 -0.000337042 0.000436618 -0.026763 0.00175298 -0.0490425 -0.067556 0.0419755 0.000372691 0.0085388 -0.00338082 -0.052758 -0.0787441 5.83458e-05 -0.00215162 0.00149814 -0.0228916 -0.00451218 -0.00198264 -0.00772595 -0.0393786 -0.00254511
internal_weight=0.533374 0.0483885 0.0385493 0.016261 0.0222883 0.0121162 0.484986 0.029761 0.0157977 0.455225 0.448621 0.0207093 0.427912 0.015269 0.0116042 0.0141971 0.413715 0.13028 0.283435 0.0184561 0.0140184 0.264979 0.253996 0.215987 0.0380088 0.0282848 0.206475 0.167858 0.0184405 0.157236
internal_count=2900 180 151 87 64 72 2720 73 44 2647 2365 113 2252 89 68 41 2211 1356 855 154 119 701 662 532 130 89 499 420 68 367
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=17 8 22 6 22 16 12 17 12 13 2 8 8 20 22 14 4 2 22 19 22 20 22 5 23 23 7 16 21 15
split_gain=0.00118322 0.00100048 0.00334603 0.00172454 0.00151315 0.00171897 0.000863411 0.00190834 0.00166825 0.00206172 0.00149225 0.0018056 0.00151486 0.00182549 0.0014504 0.0012511 0.00220014 0.00154065 0.00107613 0.00335022 0.00365268 0.00317691 0.00294734 0.004728 0.00317202 0.00516835 0.00421817 0.00406161 0.0033817 0.00275541
threshold=157.96759137085004 9.5425530862500008 0.022230000000000003 17.765415086100003 -0.10001 21.979948601300006 92.695913642950003 181.49225329600003 82.187369520450019 110.04934511175001 71.847610775600018 8.9430209551500024 8.7431769115000026 40.12915366295001 -0.054494999999999995 159.83069436635003 169.78633280640003 79.817946638700008 -0.071129999999999985 14.651182102100002 -0.055714999999999994 42.102795028150005 -0.036264999999999999 20.766972852450003 0.09642000000000002 0.084795000000000023 23.9444576715 18.804956025800003 0.39820604590000008 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=-1 3 -3 6 5 -5 7 14 -9 -10 -8 12 15 -14 -2 -12 -17 -18 29 20 21 -20 23 -22 25 27 -27 -24 -28 -19
right_child=1 2 -4 4 -6 -7 10 8 9 -11 11 -13 13 -15 -16 16 17 18 19 -21 22 -23 24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.078373363760239415 -0.020700608891906409 0.069070524971168432 -0.053284344923346508 -0.067424913959987134 -0.09507790571460506 0.054476894257135859 0.035415164000043617 -0.066310671686856448 -0.040182146634839121 0.025851728344638853 -0.04778814477438658 -0.057986068146934272 0.071648748338524068 0.0059232130209428205 0.04730808819389825 0.037318063695066565 -0.048795416260830185 0.0096952354756384591 0.053612630651468145 0.080369854005779978 0.011490047423469573 -0.02423428610495364 -0.014709139063127919 -0.088648073337424652 0.023432553228194195 -0.079547825301736208 -0.10008485585448715 0.062632212229422737 0.015994126125690521 -0.012296611778729866
leaf_weight=0.001927165546634301 0.0054892115838356403 0.0071512424406705577 0.0032511788336790914 0.0023870147218190141 0.003556529240993811 0.0022444509810384261 0.012595735353897908 0.0082199117062273785 0.011307825824162343 0.008125974920403678 0.0054110947057779404 0.0052143582522035095 0.0065510342901688992 0.011905708808364057 0.0073145136373700126 0.015713987546007502 0.0065843505798355286 0.09042387152244391 0.022302717840759101 0.0059039771876996374 0.0090972091946712741 0.0068531623463456972 0.015555815134774248 0.0097879276303416418 0.042493282817426148 0.014600110288101931 0.0030880053848970348 0.012049798656107669 0.013402183746745067 0.15400224407341112
leaf_count=96 28 42 23 28 79 14 29 35 38 18 9 31 21 33 19 39 30 993 62 14 35 25 220 28 144 79 29 49 96 514
internal_value=-0.00016112 0.000127308 0.0308297 -0.000496257 -0.0460211 -0.00835017 0.00024335 -0.0137667 -0.0285448 -0.012571 0.00146614 0.000517876 0.00120229 0.0292518 0.0181514 -9.3666e-06 0.000603482 -0.000817028 -2.63924e-05 0.0064878 0.00356481 0.0353145 -0.0041445 -0.0404103 0.00262385 -0.0124407 -0.0404021 0.0190502 -0.00574319 -0.00416087
internal_weight=0.524512 0.522584 0.0104024 0.512182 0.00818799 0.00463147 0.503994 0.0404574 0.0276537 0.0194338 0.463537 0.450941 0.445726 0.0184567 0.0128037 0.42727 0.421859 0.406145 0.39956 0.155134 0.14923 0.0291559 0.120074 0.0188851 0.101189 0.0586959 0.0310903 0.0276056 0.0164902 0.244426
internal_count=2900 2804 65 2739 121 42 2618 138 91 56 2480 2451 2420 54 47 2366 2357 2318 2288 781 767 87 680 63 617 473 204 269 125 1507
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=6 3 23 10 16 20 20 15 7 13 3 0 6 5 3 10 18 10 22 22 21 21 9 12 16 8 18 13 23 9
split_gain=0.000670763 0.00236322 0.00352553 0.00459327 0.00273442 0.00256198 0.00262258 0.00266004 0.00243563 0.00476867 0.00335202 0.00220505 0.00429859 0.00353096 0.00248991 0.00495138 0.0040204 0.00229058 0.00246443 0.00239711 0.00212315 0.0044013 0.00193605 0.00343162 0.00193828 0.00192651 0.00181302 0.00186466 0.00311484 0.00288359
threshold=14.835346625500001 84.146051024900018 -0.089509999999999992 69.64719632740001 18.714956236300004 37.360990606650006 43.124157941850008 27.122924609850003 24.052187734100006 104.27722550570002 83.511574906150017 93.262612545250008 15.135353635100001 18.613387752550004 89.227236891450005 66.697957758300021 13.601370067700001 65.727424373200009 0.20327000000000003 0.13860000000000003 0.89219292875000011 12.749485150050001 199.21354841250005 139.31809447045003 11.599972874200001 8.3434888241000014 15.008481731450003 98.238948544700023 0.088670000000000013 204.17620834730005
decision_type=2 2 2 2 2 2 2 2 2 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 20 5 8 -4 -7 -8 22 26 -11 12 -2 -13 15 -14 -17 18 19 -16 -3 -22 23 -1 -25 -5 -10 -28 29 -29
right_child=11 2 3 25 -6 6 7 -9 9 10 -12 13 14 -15 17 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.061930008778514678 -0.054597458595684295 0.068317850814942363 0.071424341468589031 -0.10006207474559264 0.050139224541450526 -0.070496549999019331 -0.046627070547159678 0.062992858503442384 -0.074531309024103584 -0.10005918827233372 0.0022837361519743599 0.054042886590479566 0.061799555635669995 -0.023719966924803979 0.0011435452590064876 0.03836912338794158 -0.072397619199396496 -0.05970860560988081 0.057648295264171361 -0.049209271704869301 -0.076195587846381474 0.066909589200339167 0.080310267869134977 -0.048344033488331287 0.046270650588055837 -0.028226284124658742 -0.019813935631157353 0.080770843198041412 -0.008703142114392836 0.0054717496785664961
leaf_weight=0.0049860448092104706 0.013764083622168855 0.0053937253671065841 0.0034825046598754286 0.011787759684857235 0.010865102054026465 0.0067358899726741575 0.0041247254739502637 0.0047777950860563578 0.0031394400989981355 0.0090796967335506906 0.00494230456791911 0.018683829221117776 0.018832056754035875 0.0084935761406654819 0.24702185856820269 0.0064126317738555372 0.0067009094696004468 0.0063952517630028174 0.0074266903879305337 0.0098308266868798455 0.0047594429626229839 0.0039186828641533111 0.0049448141626271527 0.0025405310261472627 0.014656210674274917 0.0054636364723137367 0.023282180147469106 0.010423323791748373 0.024906498960831414 0.0099315318812216447
leaf_count=26 40 21 13 177 37 31 32 15 40 72 25 45 39 29 912 12 33 22 32 31 64 30 7 53 83 34 706 35 145 59
internal_value=-0.00015698 -0.00521284 -0.023455 -0.0398986 0.00222635 -0.00614397 -0.0234176 0.0122036 -0.00238737 -0.0106533 -0.0639866 0.00240569 5.76617e-05 0.0297402 0.00254354 0.028947 -0.0182318 -0.000572653 0.000858368 -0.000783668 0.0190477 -0.0115752 0.0237274 0.0111143 0.0322929 -0.0773112 -0.000220687 0.0031829 0.0150123 0.0440309
internal_weight=0.517704 0.174142 0.0504442 0.0363723 0.123698 0.0191209 0.0156384 0.00890252 0.112833 0.085705 0.014022 0.343562 0.316384 0.0271774 0.30262 0.0319456 0.0131135 0.270675 0.264279 0.256853 0.0140719 0.00867813 0.0271276 0.0221828 0.0171967 0.0172514 0.071683 0.0685435 0.0452614 0.0203549
internal_count=2900 1705 417 302 1288 91 78 47 1251 1082 97 1195 1121 74 1081 84 45 997 975 943 115 94 169 162 136 211 985 945 239 94
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=18 3 18 20 18 15 21 21 0 3 9 16 7 22 19 17 16 22 5 20 23 3 23 7 21 10 15 16 23 0
split_gain=0.000627978 0.00209695 0.00259334 0.00267978 0.00200368 0.00240974 0.00237025 0.00238669 0.00164829 0.00155109 0.00199802 0.00130574 0.00158142 0.00233499 0.00126479 0.0012495 0.00280414 0.00295416 0.00279815 0.00240818 0.0014461 0.00468494 0.00304815 0.00277914 0.00299726 0.00237144 0.00232362 0.00456542 0.00466574 0.0034226
threshold=12.949570119650001 94.92945658615001 13.030213775350001 42.622319549950006 12.868666868750003 37.576156502300009 16.464809133250004 11.702496363450001 85.40693788805001 93.883646373400012 187.38923140910003 18.714956236300004 21.118786167550002 -0.058529999999999992 14.651182102100002 176.11179263395005 18.564956587050002 -0.24103499999999997 18.152162791050003 38.771633980050005 0.11308000000000003 93.394346993650018 0.10211000000000002 23.046547257250005 12.302388121450003 67.316303128300021 38.842471172100005 22.554947256700004 0.083415000000000031 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=4 2 3 -2 6 -6 7 11 -4 14 -11 -1 -13 -14 15 16 17 -10 19 -19 22 23 26 -22 25 -25 27 29 -29 -17
right_child=1 -3 8 -5 5 -7 -8 -9 9 10 -12 12 13 -15 -16 20 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.062890184699006965 0.065755598997596018 -0.069233474488258714 0.050607963180492037 -0.015103291120219436 -0.0057229517516348754 -0.083026016385551751 -0.10004495945854804 0.063782684012689592 -0.10005194572040797 0.01603523311428328 -0.070269392292477709 0.031657874607692635 -0.047216237356318524 0.031816203022715053 0.02890942461792247 0.060218702360723603 0.079416223560837482 0.047632805239889053 0.069367445679915318 -0.085466822667772085 -0.044831341551639425 -0.075158603401682997 -0.028959919901770288 0.087490930402896794 -0.023069704720882132 0.020904283092974915 0.014451372885496026 0.025430118971573126 -0.064328531804665676 -0.0028679647716970732
leaf_weight=0.0033077264974958878 0.012179006899003753 0.0042027214717794683 0.0063821624023638881 0.0061776999853542227 0.0092143668827218139 0.0071706240862781092 0.0021480966592619657 0.0063552281991690043 0.0024900445773148308 0.0043579887333748957 0.0069769178358987105 0.011604666883922476 0.0097605653945720405 0.0060588441341309354 0.015005230677161308 0.0090262926058244375 0.0062217925878940141 0.0023288625639205102 0.0057298240808734135 0.0032653464136411792 0.0041978346571340938 0.0047917660248515395 0.042714560931449652 0.012582550756633282 0.0055540310639230475 0.0093031412543877895 0.077894904915027041 0.007764226098515791 0.022789222679421073 0.18194526685535206
leaf_count=170 31 81 27 21 36 24 24 44 63 15 59 79 29 26 32 19 13 42 40 118 13 19 154 20 30 80 210 17 50 1314
internal_value=-0.000153833 0.00107515 0.00173225 0.0385436 -0.0101828 -0.0395534 0.0020827 0.00799798 0.000165592 -0.000592001 -0.0370874 -0.0035381 0.00362059 -0.0169468 0.000408161 -0.000664765 0.0236722 -0.0014347 0.0202503 -0.0300576 -0.00195282 0.0169882 -0.00396959 0.0309446 0.042537 0.0591864 -0.000404531 -0.00562832 -0.0415191 0.000113834
internal_weight=0.509502 0.453881 0.449679 0.0183567 0.0556201 0.016385 0.0392351 0.037087 0.431322 0.42494 0.0113349 0.0307318 0.0274241 0.0158194 0.413605 0.3986 0.0200359 0.0138141 0.011324 0.00559421 0.378564 0.0364293 0.342134 0.0316376 0.0274397 0.0218857 0.29942 0.221525 0.0305534 0.190972
internal_count=2900 2468 2387 52 432 60 372 348 2335 2308 74 304 134 55 2234 2202 276 263 200 160 1926 162 1764 143 130 100 1610 1400 67 1333
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=5 22 5 5 22 15 15 3 9 16 19 5 17 9 23 13 16 16 13 18 0 18 18 10 10 10 18 17 14 9
split_gain=0.000621744 0.00180829 0.0017167 0.0016637 0.00269026 0.00185488 0.00166777 0.00154725 0.00180849 0.00206063 0.0029882 0.00283636 0.00257318 0.00172165 0.00171318 0.00146627 0.00137516 0.00235425 0.00216873 0.0020712 0.00223868 0.00177628 0.00481846 0.00210953 0.00400019 0.00369313 0.0018223 0.00351518 0.00392577 0.00303123
threshold=23.721757872050002 -0.54972999999999994 29.040033326300005 22.963361893800002 -0.068524999999999989 42.80317728375001 42.133814420300006 103.44111502715002 207.13025159505005 22.674946976100003 14.451165964200003 26.225713454500006 199.30127897920002 199.02473417820002 0.083415000000000031 117.56358558635002 22.674946976100003 22.654947022900004 117.61735474900001 12.777826849750001 85.737618238150006 12.949570119650001 13.042786209850002 61.917879202350001 61.944763783650011 62.00390986255001 13.5538556217 193.73902333365001 169.50964292540002 195.29234479735001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 6 5 -5 16 8 9 10 11 -3 14 -11 -12 -6 17 19 -18 -1 -21 -22 -23 -24 -25 -26 27 28 -27 -30
right_child=1 2 -4 4 15 -7 -8 -9 -10 13 12 -13 -14 -15 -16 -17 18 -19 -20 20 21 22 23 24 25 26 -28 -29 29 -31
leaf_value=0.057921279426228205 0.069781053907448126 -0.080470881196941263 0.0178138378803183 0.034235064474994491 0.021596900893793878 -0.02833429239009367 -0.049127779205977565 -0.10004134767125056 -0.074106670370477828 -0.011031380363659228 0.035423548747064368 0.026327436424837449 0.061389436259355251 0.080543472214429548 -0.1000329955200501 0.086835137390328943 0.01335139497052755 0.03755428891932041 -0.04973314337094778 -0.049799572366130987 -0.0410327070620038 0.084613762672664558 -0.070479792618539899 0.082445250006471349 -0.072039363710015056 0.067418662579823041 -0.0030947386805529309 0.061034503005441602 0.009911573979191372 -0.04675312379163174
leaf_weight=0.0060499633875679129 0.0026848960116012668 0.010549287045831246 0.012541623157776627 0.0083055924988428842 0.0064771727130761292 0.011030217788970731 0.0069745147293644996 0.0025480731844935703 0.0051961690943400632 0.0043120679622035141 0.0015753973503933594 0.0032537467862532319 0.0055513099115387377 0.0039187981168424812 0.0022922194831949128 0.007359764591228668 0.0092456598451917671 0.017382680705850362 0.013272671021354654 0.0091907057398674663 0.010150713208190609 0.0068223225207475471 0.0042263272916898123 0.0058686578704509875 0.007128864033802528 0.0081555726501392201 0.25353144894094504 0.013526914699468762 0.029539248176881472 0.013874693473695743
leaf_count=26 10 106 162 37 23 27 37 114 48 31 13 33 12 13 30 23 24 36 34 39 25 18 9 7 16 18 1805 20 81 23
internal_value=-0.000143253 -0.0102363 -0.0143887 0.00108255 0.0226325 -0.00145796 -0.000640275 -0.0246923 -0.0194535 -0.0104246 -0.0256631 -0.0552956 0.0177621 0.0325683 -0.0448574 0.0562966 0.000188658 0.00159195 -0.0238317 -0.000106446 -0.0010762 0.000192992 0.00141418 -0.000275891 0.000618807 -0.000855334 0.000737311 0.015662 0.00376061 -0.00819794
internal_weight=0.502537 0.0544236 0.0517387 0.448114 0.0331727 0.0193358 0.414941 0.0391971 0.036649 0.0314528 0.023222 0.013803 0.00941893 0.00823087 0.00386762 0.0138369 0.407966 0.385448 0.0225183 0.368065 0.362015 0.352825 0.342674 0.335852 0.331625 0.325757 0.318628 0.0650964 0.0515695 0.0434139
internal_count=2900 572 562 2328 110 64 2218 400 286 238 194 139 55 44 43 46 2181 2123 58 2087 2061 2022 1997 1979 1970 1963 1947 142 122 104
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=15 7 20 22 22 21 19 7 8 21 15 23 20 12 18 18 0 18 16 5 22 4 0 6 23 15 23 22 15 2
split_gain=0.000624516 0.00259598 0.00269384 0.000669501 0.0042707 0.00401647 0.00398248 0.00372609 0.00315718 0.00292417 0.00291864 0.00349026 0.00279047 0.00274781 0.00294347 0.00552735 0.00331541 0.00311747 0.00308428 0.00310449 0.00266721 0.00265465 0.00259636 0.00494241 0.00250941 0.00472673 0.00316336 0.00309376 0.00325741 0.00282407
threshold=46.574831689400007 23.539316666200005 42.233786329550007 -0.079824999999999993 -0.083330000000000001 1.9231529451500002 14.351157895250003 23.282607548150004 8.4434108459500017 11.790993765850002 42.914654887700003 0.083185000000000023 40.08085804200001 319.87149966510009 14.255915995100002 14.371157440600003 93.262612545250008 13.765997214800002 18.634956423400002 16.579584939650001 -0.058529999999999992 175.46299761980001 94.964406541850011 14.875347560100002 0.083185000000000023 35.194695975650014 0.081815000000000013 -0.086894999999999986 39.283112803100003 141.74751097030003
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -6 7 10 9 -8 11 12 -5 14 16 -16 17 -9 19 -17 -10 -7 23 -20 25 26 -1 29 -29 -26
right_child=1 2 -4 6 5 21 8 13 20 -11 -12 -13 -14 -15 15 18 -18 -19 22 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0061081637885208187 -0.08290828472505668 -0.049196240854064474 0.060374308282409153 0.065613396341993979 0.010942207786435303 0.0047395935208473473 0.065362045657833975 0.055713065865098756 0.050544838819376083 0.0058959137225137121 0.060483257638116419 -0.067280856377270382 -0.036610112927837106 -0.054225482410013862 -0.080965635929586569 0.0048140673072906521 0.083085328050358648 -0.0264378585666252 -0.056068624681817003 -0.060235818163513505 -0.011256682993146791 -0.088578383745691408 0.076426829541666741 0.050445645860324032 0.013835388829038836 -0.064084443015362313 -0.091323850090645725 0.00069444357805633033 0.077678738971158998 -0.015051160437516132
leaf_weight=0.048664409514397433 0.0045461869975929057 0.0041706780224899376 0.0048566422502176465 0.004279505144062265 0.0099591364497382817 0.0038959979319770346 0.023522278388099949 0.0084705429690075107 0.0091500550079217646 0.012752184693169966 0.0030096178188614422 0.020420285366735236 0.0071020243994097676 0.0076076465230727744 0.0079760084372537676 0.030994556888271921 0.0096679536491137696 0.010159876412217272 0.0068830422184191766 0.0096118438662244898 0.029489266225340316 0.014012599505639045 0.0091071755150551326 0.011867272921335825 0.087824503852236002 0.015100766588091119 0.0035772612060593892 0.010039321791353251 0.012145753853531005 0.05506359474792849
leaf_count=699 87 24 21 24 26 7 63 21 17 26 10 115 135 66 15 386 18 27 36 60 95 69 20 21 304 58 26 44 16 364
internal_value=-0.000128426 -0.0212828 0.00975203 0.000466859 -0.00297438 -0.0399664 0.00450024 -0.00505454 0.0232692 0.0444569 -0.0336406 -0.0425481 0.00182638 0.00380311 0.008018 -0.00218195 0.0355702 0.010913 0.00699631 -0.0105837 0.00337834 -0.0682771 0.0326218 0.0113454 0.00146113 -0.0148074 -0.000563517 0.00809795 0.0428413 0.00270362
internal_weight=0.495928 0.0135735 0.00902732 0.482354 0.260283 0.0278677 0.222071 0.147157 0.0749138 0.0362745 0.0348114 0.0318018 0.0113815 0.112346 0.104738 0.0764399 0.0282984 0.0186304 0.0684639 0.0406064 0.0386393 0.0179086 0.0278575 0.0187503 0.232416 0.0673424 0.0522417 0.165073 0.0221851 0.142888
internal_count=2900 132 45 2768 1613 102 1155 954 201 89 284 274 159 670 604 538 66 48 523 446 112 76 77 57 1511 783 725 728 60 668
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=17 0 16 19 18 17 23 15 21 22 23 21 17 21 20 23 21 6 3 17 17 22 16 15 3 8 4 23 21 23
split_gain=0.000562781 0.00402168 0.00425066 0.0031558 0.00402561 0.00298627 0.00272741 0.00309814 0.00222936 0.00267747 0.00276791 0.00236319 0.0022862 0.00208565 0.00273094 0.00182407 0.00247709 0.00170525 0.00406833 0.00168643 0.00162263 0.00192104 0.00202004 0.00156089 0.00148914 0.00149735 0.00119653 0.00328852 0.00310855 0.00290128
threshold=201.37020668845003 86.692020874450009 22.644947046300004 14.651182102100002 14.163996107200001 200.23903127160003 0.098200000000000023 35.194695975650014 6.8525484916000012 -0.58892999999999995 0.088005000000000014 10.906115243900002 210.17222418255002 7.2701618765500005 42.428475018400007 -0.09182499999999999 2.8209976849000005 14.925348728400001 79.355218636450005 206.99440818355001 205.10400128480003 0.06041500000000001 17.924958083650004 34.279674133750014 81.871615446550024 8.0437227585500022 305.29827728755009 -0.21013499999999999 7.9012669525000012 0.07797500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 26 7 8 9 -6 15 -10 -13 23 -15 -11 24 18 -7 -18 -12 22 -22 -8 25 -17 -1 -28 29 -29
right_child=1 2 -4 -5 6 17 13 -9 11 10 20 12 -14 14 -16 16 19 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0020907023310012887 -0.100058081684337 -0.064904707538581519 0.090006497846740391 0.078809508359206942 -0.10002534524482859 0.096063056127654173 -0.021747596969972222 0.048144257965750198 -0.073595577815296437 0.050940025435612636 0.098966463993735182 -0.053047541724170345 0.05745003297809545 -0.069275078539325768 0.090055275261070447 -0.063218269969364735 0.079342007751146817 0.071503358071141276 -0.069629249688107228 -0.026541459469568408 -0.10003019485334996 0.085060536720896418 0.03391874728514261 -0.10015749191182977 -0.084889197880492928 0.073902029135040709 0.022526900618680432 -0.068316661077853488 -0.065317470775304962 0.021041079312552627
leaf_weight=0.31826007062594686 0.0044137639250756136 0.012019132564091706 0.0047301484844410871 0.0040885687612899338 0.0021189538221246798 0.0026459513987795455 0.0044905307582746579 0.013785276355264386 0.0082253986667719658 0.0041723824202239924 0.0046919714245731168 0.0036252640175771225 0.0038726690487393967 0.0019958803723110216 0.0023334907307486219 0.0017489324989789258 0.0030077643645896055 0.0093648453319019609 0.0033683028342466059 0.0030091299387020598 0.0017632924196313571 0.0032152781091099314 0.0031143349287958699 0.0058413325286892359 0.0061109501306191305 0.0014621816399085219 0.016089273019580297 0.0050611819352131123 0.015488145993789282 0.012880945519649953
leaf_count=1564 26 25 21 9 52 21 54 54 81 38 15 47 46 31 15 38 17 22 23 31 43 12 17 18 28 8 127 82 202 133
internal_value=-0.000123589 -0.00665371 -0.00250713 -0.00712843 -0.0110064 0.00164608 -0.00276299 0.00615895 -0.00538466 0.0088682 0.0160127 -0.0365813 0.00402426 -0.0416631 0.0166025 -0.00768493 -0.0236316 0.0448182 0.00326654 0.0263883 0.0521783 0.0250522 -0.0145046 -0.0660783 -0.0559168 -0.000780507 -0.000159204 -0.0146193 -0.0324969 -0.00416528
internal_weight=0.486995 0.103837 0.0994229 0.0946927 0.0906041 0.383159 0.078585 0.0639238 0.0501385 0.0344152 0.0322962 0.0157233 0.00749793 0.0146612 0.00432937 0.0195113 0.015339 0.0153791 0.00601425 0.00601689 0.0127849 0.00809291 0.00487763 0.0103319 0.00932206 0.00321111 0.36778 0.0495195 0.0334303 0.0179421
internal_count=2900 726 700 679 670 2174 645 527 473 299 247 174 93 118 46 160 122 66 44 48 87 72 60 72 74 46 2108 544 417 215
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=18 18 3 0 23 21 21 16 13 22 16 0 21 18 20 13 3 7 19 18 19 18 7 18 18 16 9 16 6 6
split_gain=0.00058909 0.00333363 0.00175049 0.00178257 0.00162721 0.0023756 0.00232499 0.00140484 0.00172792 0.00152354 0.00355352 0.00128891 0.00321831 0.00233476 0.00326906 0.00315225 0.00159167 0.00125076 0.00356338 0.00264651 0.0018337 0.00178715 0.00203051 0.00365018 0.00439258 0.00328168 0.00335762 0.00310959 0.00229047 0.00303432
threshold=12.903279561150002 12.868666868750003 94.92945658615001 85.253695774650012 0.11048000000000002 16.464809133250004 11.702496363450001 18.984955604900005 116.59305220125002 -0.057185 22.744946812400002 85.613949164150014 3.3559787654000002 13.057710350500001 42.467547400400008 117.61735474900001 93.883646373400012 22.580174331950005 14.351157895250003 13.197799034350002 14.351157895250003 13.278511569200001 23.195026784100005 13.482409244300003 13.5308213324 19.099955336000004 195.39349636155001 22.634947069650003 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 4 3 -2 5 6 7 -1 -9 10 -10 12 -5 14 15 -13 17 18 -15 20 -19 -21 25 -24 -25 -23 -27 28 29 -26
right_child=2 -3 -4 11 -6 -7 -8 8 9 -11 -12 13 -14 16 -16 -17 -18 19 -20 21 -22 22 23 24 27 26 -28 -29 -30 -31
leaf_value=-0.059330215871153391 0.052425324169298716 -0.073075083493562398 -0.065394137987228512 0.024025096742158077 -0.046678055699328563 -0.1000410583250375 0.075699620213336219 0.062934652734050606 -0.092305820496392466 0.036514344932608744 0.02967902199786402 0.094917591692482234 -0.10008595798849546 -0.0007304342536165508 -0.019482566150610475 0.0099491470423334234 -0.057297651251987873 -0.079989349340560068 0.080742424989486875 0.032613842841869689 -0.013816125602075317 0.046055576201332493 0.047581892726137498 -0.10013170545195496 -0.0023927786927629342 -0.0083536659020867401 -0.06965738741459071 0.041501413211876344 0.051023024012176135 -0.10006814247322925
leaf_weight=0.0030868650529716759 0.0067922191966864878 0.0072589338061419531 0.0039356735100901643 0.0041743091551325051 0.0059897002462179208 0.0018371940877592854 0.0055103934668707657 0.0051865420682588583 0.0045537699195392634 0.0058277745169874615 0.0050213558097311761 0.0093675373566952658 0.004183025954024977 0.020246280767070024 0.008761159981663269 0.0081779625397757627 0.0048512563090525864 0.0067290936469817089 0.0073052902952213108 0.016714820182187395 0.011087396269715555 0.0062752577409348467 0.016682680392477778 0.0043652944150380782 0.22953759820494113 0.023112834676567218 0.014563921758536935 0.017680498457366411 0.0078947314596007345 0.0032251575012196545
leaf_count=175 20 24 93 16 23 23 42 15 53 26 15 29 48 209 22 17 37 24 20 34 28 53 33 8 1634 55 29 59 20 16
internal_value=-0.000121361 -0.0111116 0.000995477 0.00160069 0.00104037 0.0102532 0.0171959 0.00357977 0.0130115 -0.00379884 -0.0283349 0.000788305 -0.0380952 0.00156838 0.0304036 0.0553138 -0.000375289 0.000341187 0.0208721 -0.00123944 -0.038809 0.000728955 -0.000919321 0.0022238 -0.000656611 -0.020899 -0.0320506 0.00102428 -0.00194947 -0.00374617
internal_weight=0.479937 0.0442725 0.435664 0.431728 0.0370136 0.0310239 0.0291867 0.0236763 0.0205894 0.0154029 0.00957513 0.424936 0.00835734 0.416579 0.0263067 0.0175455 0.390272 0.385421 0.0275516 0.357869 0.0178165 0.340053 0.323338 0.279386 0.262703 0.043952 0.0376768 0.258338 0.240657 0.232763
internal_count=2900 396 2504 2411 372 349 326 284 109 94 68 2391 64 2327 68 46 2259 2222 229 1993 52 1941 1907 1770 1737 137 84 1729 1670 1650
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=15 7 22 12 9 19 15 3 0 9 8 21 3 0 6 3 0 10 20 9 20 21 15 10 20 13 0 5 18 12
split_gain=0.000611036 0.00179744 0.00203524 0.00217433 0.001739 0.00312696 0.00155394 0.00133762 0.00126217 0.00228096 0.00296849 0.00263993 0.00195981 0.00247366 0.00216524 0.00382137 0.00488497 0.00444498 0.00507214 0.00347617 0.00428565 0.00285254 0.00281676 0.00540176 0.00367842 0.00402658 0.00298547 0.00265276 0.00411261 0.0049419
threshold=43.938093326450009 23.539316666200005 -0.062629999999999991 172.01106897260004 200.63976601170003 14.451165964200003 43.132842597400007 93.673946639200011 85.716110573100011 187.38923140910003 8.3434888241000014 0.61177024580000017 93.770731131900007 86.001087134900004 16.455384477450004 88.727183679150016 90.437043050150024 68.214248143850014 37.797539186950011 197.58039077460003 38.771633980050005 13.040554425100002 31.506101402100004 70.026268923800004 34.997818021800008 107.89051323300002 93.262612545250008 18.310380701750002 14.752187928300001 84.164147923250013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 8 -4 9 10 -1 -11 13 -10 15 17 21 18 -15 -16 -21 -17 23 26 -24 -26 -19 28 29 -25
right_child=1 4 7 -5 5 -7 -8 -9 12 11 -12 -13 -14 14 19 16 -18 22 -20 20 -22 -23 24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.010621779638695572 0.038165875346754988 0.062761202986479706 0.048180964441316927 -0.093712948045198918 -0.049810170844705903 0.043242085039180492 0.039887320370720201 -0.039311576759095856 -0.042236733152644104 0.028185675241822042 0.086105749406823195 -0.062357841186200171 0.033663378611713403 0.041949499280252038 0.0046402516427584018 0.0065912831518340643 0.082719406686640309 0.0053212458867905295 -0.078381425595149198 0.026778060439780552 -0.07607534565888259 0.060599931249366884 0.052281330249019722 0.021391412453877687 0.036685464724689136 -0.070312873930766642 0.089214281172669663 0.036053624732441364 0.0042158928318390835 -0.073159008495086233
leaf_weight=0.021761459495713176 0.0015167829696451918 0.0044117330526489687 0.0033106135838352193 0.0071128717003143827 0.0082044302249926204 0.0064507860125502256 0.0099856550275490008 0.0037006544804469854 0.013225471522105181 0.0041274318318755823 0.0037142820874578311 0.014649531580587905 0.018406402796244947 0.0046275471860277575 0.029554407517480286 0.083167273893455018 0.011228264224513396 0.0067536538845160967 0.014414489888331161 0.0055169871229736591 0.015247473293811709 0.01108237751031993 0.0045402183604892335 0.0082932201969647679 0.0044910760059053692 0.016217125071278815 0.011405769925772802 0.017628575570988403 0.091673688737445747 0.016579038094832299
leaf_count=351 11 25 12 91 34 23 33 35 37 10 8 97 31 11 61 193 31 15 88 18 56 35 8 23 40 105 38 89 1158 133
internal_value=-0.000120461 -0.0128928 -0.0380188 -0.0705334 0.00771844 -0.00885136 0.000890968 0.00200106 -1.82049e-05 -0.0160104 0.00348079 -0.0424551 0.0018245 0.000221755 0.00181511 0.00501409 0.0203698 -0.0032234 -0.0491389 -0.0173907 -0.0487478 0.0129419 0.00170009 0.00682746 -0.0292354 -0.0471077 0.0580137 -0.000100181 -0.00556876 -0.0416328
internal_weight=0.472999 0.0347079 0.0156409 0.00862965 0.0190669 0.0146552 0.438291 0.00701127 0.428306 0.0442527 0.0254757 0.018777 0.384053 0.365647 0.352421 0.302102 0.105478 0.196624 0.019042 0.0503189 0.0207645 0.0942497 0.177582 0.152334 0.0252484 0.0207082 0.0181594 0.134175 0.116546 0.0248723
internal_count=2900 231 149 102 82 57 2669 47 2636 466 359 107 2170 2139 2102 1967 259 1708 99 135 74 228 1609 1456 153 145 53 1403 1314 156
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=17 0 16 17 9 5 17 22 20 16 18 21 15 0 23 20 23 23 8 21 10 6 5 20 19 22 16 23 2 18
split_gain=0.000575659 0.00357395 0.00350703 0.00261557 0.00344719 0.00327379 0.00246587 0.00196957 0.00248076 0.00292541 0.00284333 0.00179415 0.00196115 0.0017611 0.00165321 0.00188817 0.0016934 0.00210571 0.00253835 0.00148525 0.00214003 0.00142151 0.0035992 0.00130508 0.00187678 0.00294519 0.00139378 0.00122083 0.00106565 0.00190728
threshold=201.37020668845003 86.692020874450009 22.644947046300004 202.56512036810003 203.09362050815002 21.850554661550003 200.23903127160003 0.048530000000000011 37.360990606650006 19.774953757550005 14.531978590450002 5.4921205192500002 29.049007317550004 97.483491810050012 0.10818500000000002 38.771633980050005 0.095645000000000022 0.083905000000000021 8.6432548896500023 2.3484969739000006 71.429644067900014 14.925348728400001 14.950964152900001 42.428475018400007 13.251069136700002 -0.088514999999999996 15.549963637400003 -0.15148999999999999 325.75432260090003 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=6 -2 3 4 -3 7 28 8 9 13 -10 19 -13 -5 15 -12 17 18 27 20 -9 22 -8 24 25 -19 -25 -17 -1 -30
right_child=1 2 -4 5 -6 -7 21 11 10 -11 14 12 -14 -15 -16 16 -18 23 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.00085068493394934775 -0.10005323317012747 -0.1001454605323525 0.08774812834848307 -0.10005303452072388 0.0080992127382133461 0.044343677563462837 0.087137528848715479 0.07699187957660375 -0.079687459788500115 0.089229786077517262 -0.10005803952976529 -0.077619769215853035 0.05543972534252202 0.041120727626809524 0.070055196724548546 -0.0075009404832184464 -0.085064840063505176 0.061658515567767962 0.080706297607496646 0.093672456854024824 -0.04446154538247532 0.068170129813368827 -0.073814773689354615 0.039384269853991807 0.065006060528243523 -0.10004621957582126 -0.071148608077160086 -0.10004265072367664 -0.10004183046789775 0.0035121426539478384
leaf_weight=0.34605843517546669 0.003957313993192115 0.0064645183326954569 0.0040704246082441378 0.001895848418712375 0.0053993665408285096 0.013467437029362372 0.0026666267935392405 0.0028189976183057297 0.0088031010774329843 0.004173504154323382 0.002782558177704785 0.0029786038019867797 0.0017635073992892103 0.0016550391883056043 0.0021068187116224371 0.0020517799933301717 0.0029605809857455858 0.0023085854883788609 0.0013029614347033203 0.0039999659677505406 0.0029890810045538618 0.0085762844324790422 0.0029006100996298301 0.0018586315982118675 0.0072171478464042593 0.0021993963260200705 0.0029538349342033143 0.0046706090475439055 0.0029399479743954507 0.0045025759730353832
leaf_count=1992 26 36 21 15 20 37 24 7 29 12 41 48 9 65 18 30 32 17 4 17 39 22 20 24 33 30 25 91 48 68
internal_value=-0.000123224 -0.00698218 -0.00301725 -0.00717674 -0.0508823 -0.000439065 0.00168365 -0.00993825 -0.0195418 0.0324649 -0.0292885 0.0223638 -0.0281373 -0.0342531 -0.0156005 -0.0215551 -0.0136187 -0.00500724 -0.0470376 0.0467807 0.0144869 0.0426274 0.00327908 0.0153892 0.0333865 -0.0172355 -0.0284595 -0.0717974 4.54952e-05 -0.0373938
internal_weight=0.464494 0.0968496 0.0928923 0.0888219 0.0118639 0.076958 0.367644 0.0634906 0.0489404 0.00772439 0.041216 0.0145502 0.00474211 0.00355089 0.0324129 0.0303061 0.0275235 0.0245629 0.00802535 0.00980804 0.00580808 0.0141435 0.00556724 0.0165376 0.0117251 0.00450798 0.00481247 0.00672239 0.353501 0.00744252
internal_count=2900 726 700 679 56 623 2174 586 466 92 374 120 57 80 345 327 286 254 125 63 46 66 44 129 80 47 49 121 2108 116
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=3 2 5 13 3 20 7 17 23 17 22 18 12 17 17 12 17 22 8 17 8 16 8 20 21 5 4 7 7 3
split_gain=0.000573714 0.00126672 0.000927018 0.00165872 0.0011989 0.00108863 0.000844977 0.00109983 0.0017554 0.00123292 0.00185513 0.00162421 0.00138125 0.00258193 0.00164216 0.00182369 0.00147922 0.00362295 0.00154131 0.00232954 0.00156824 0.0013559 0.00127382 0.00157165 0.00111259 0.00105247 0.00208553 0.00272873 0.00208604 0.00145691
threshold=108.42013948475001 170.32456123625002 30.133297129900004 119.04223755815001 101.49467134065002 42.131954243650007 18.853220637450004 168.75790693355003 -0.22125500000000001 174.84606933240002 -0.24103499999999997 13.24392582145 66.834523482800009 179.88087463185005 181.27812760255003 82.187369520450019 183.40283206635004 -0.15895000000000001 8.8430989333000021 196.65693750130004 8.7431769115000026 22.724946859200003 7.4441906275000003 44.921040431000009 4.1402214890000009 23.721757872050002 313.10793983765006 24.225158517200004 23.539316666200005 93.431985407450014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -4 -1 8 -8 10 -9 -12 -11 22 -15 -16 17 -17 20 -20 21 25 23 -14 -19 -18 -27 28 29 -28
right_child=1 -3 5 4 -6 -7 7 9 -10 12 11 -13 13 14 15 16 18 24 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0714555494312933 0.020515972195295835 -0.10004895238966499 0.079082235186911737 -0.10004273667767712 0.00047811428610062851 0.0035646913981519819 0.032973465563378095 -0.04856080703712029 -0.068363854422325676 0.056039358879158813 -0.0098607810249524367 0.07028113352473854 0.054133337199210742 0.046036859377235242 -0.051942140503893064 0.038002842475049259 0.0018587603225196506 -0.029593827615776565 -0.082089224697982258 0.0018719373237830513 0.039947864677608358 0.038443245412055314 -0.080655032572364074 -0.10002490868293559 -0.10008204725823487 -0.066173970387780445 0.037079776576369204 -0.074466824830289199 0.059431202110939288 -0.10004903422272884
leaf_weight=0.0016589529437611708 0.0017208277679476849 0.0017655216815857244 0.0032032185685011427 0.0028608269188907789 0.0020273353220545687 0.0047242887126515143 0.0024811604788965713 0.0025226553861017473 0.0054953341171615766 0.0042974974130629553 0.0036392580505122544 0.008287987987318432 0.0018856187662876778 0.0076756051814168549 0.0068160987526084673 0.0048526627820706389 0.32151211584750439 0.0040035098113717638 0.0054693587920033879 0.0083489071657805169 0.010943385329483135 0.0096655050874687731 0.005981101474693773 0.0010185792963257612 0.0050813902468997973 0.006923044662329402 0.0013931032057996617 0.0035027425771545504 0.0067753988146481703 0.0017455848524718931
leaf_count=28 91 46 26 41 6 30 50 30 202 10 34 69 48 33 38 23 1669 22 26 37 37 32 36 30 38 86 8 15 24 35
internal_value=-0.000127875 -0.0405393 0.000181911 -0.000419426 -0.0583523 0.0340786 0.000221299 -4.70848e-05 -0.036842 0.000631764 0.0293498 0.0458281 -0.000361251 -0.000947289 0.000223425 -0.00066226 0.00023347 -0.0317574 0.00141843 -0.0313604 0.00266807 0.00150748 -0.054271 6.59512e-05 -0.0690195 0.000463161 -0.0215971 0.00140449 0.0282106 -0.0391846
internal_weight=0.458279 0.00348635 0.454792 0.446865 0.00488816 0.00792751 0.441977 0.440318 0.00797649 0.432341 0.0144499 0.0119272 0.417891 0.413594 0.404708 0.397033 0.390217 0.0139376 0.376279 0.0138183 0.362461 0.351517 0.0088853 0.0029042 0.0090849 0.341852 0.0203399 0.0134168 0.00991409 0.00313869
internal_count=2900 137 2763 2707 47 56 2660 2632 252 2380 133 103 2247 2237 2123 2090 2052 83 1969 63 1906 1869 114 78 60 1837 168 82 67 43
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=15 16 6 17 16 18 5 17 17 7 22 7 17 17 18 5 15 17 4 23 9 23 4 7 16 22 13 0 10 10
split_gain=0.000520184 0.00143658 0.00216257 0.00251946 0.00270517 0.00187542 0.000665266 0.00244596 0.00527558 0.00323574 0.00654006 0.00439035 0.00293361 0.00308493 0.00271743 0.002125 0.00188344 0.00245554 0.00380112 0.00180483 0.00186105 0.0017415 0.003012 0.00211692 0.00366162 0.00476874 0.00299252 0.00630593 0.00323515 0.00549902
threshold=44.617051254100005 22.674946976100003 16.395383075500003 199.30127897920002 22.594947163200004 13.415872650200003 21.850554661550003 202.56512036810003 198.47149978265003 23.124786352450005 -0.08756499999999999 22.940014114900002 187.26220591115001 190.02287710315002 13.24392582145 22.553892743650003 38.469938489650012 189.57010944335005 248.34582299520005 0.10045500000000003 66.290220196950017 0.11308000000000003 161.23541642690003 22.689595575850003 22.554947256700004 -0.077279999999999988 115.02030419500001 90.337570099350003 66.697957758300021 68.214248143850014
decision_type=2 2 2 2 2 2 2 2 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 -4 -3 16 8 9 11 -11 12 15 -14 -15 -8 21 -18 -19 20 -17 23 -23 -1 26 -26 27 -25 -29 -30
right_child=1 5 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 14 -16 19 17 18 -20 -21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.01737381341570619 -0.077018410352917829 -0.031762021961150293 0.040327058293440701 0.058417554397378571 -0.082656754547329597 0.067623629879485975 -0.05909013002060174 0.051009242792098876 -0.055314686383591508 -0.033963464736708082 0.073898889608940921 -0.060488733700989387 0.063350430076384148 -0.05362826724567521 0.03864210313728518 0.024802071886754182 -0.088148292859601615 0.062648938711233948 -0.052380986726230594 0.042298084547421309 -0.035167594241800555 -0.063797395285511871 0.037017950675364869 -0.10008518658193682 -0.078629821107347453 0.0091146336097489098 0.042361155881771174 0.047285520172102413 -0.092352916226827356 -0.0013662573234959488
leaf_weight=0.044542420846375136 0.0062264304399235462 0.0034843941123234847 0.0028066831012836246 0.004165513389921216 0.004930395767547946 0.0041720740919117816 0.0069264662976693528 0.011371171505366817 0.013933572279277939 0.0081417438685775778 0.018159044805997837 0.010417878589578322 0.015643888910062742 0.0057823423620426695 0.0071243250771289013 0.0082970471316627936 0.0056149333991015729 0.0046657622369821183 0.0074750904440179511 0.008221328110650461 0.01375163615853614 0.003390826458783607 0.023513888234079766 0.0067551670347327777 0.014897431944518758 0.010601809223771852 0.014211855721100619 0.012553655885906068 0.0069613853970893471 0.14499617803236367
leaf_count=264 46 36 21 16 77 13 31 42 40 27 44 27 36 20 23 67 11 8 40 30 308 13 132 28 37 27 35 29 33 1339
internal_value=-0.000132432 -0.0139263 -0.0292656 -0.0042853 -0.0380435 0.0223941 0.000698696 0.00674203 0.00241752 0.0102681 0.0405087 -0.000174393 0.00938265 0.0334932 -0.00269613 -0.00912364 -0.00187362 -0.0334648 -0.00817468 0.00230983 -0.0126007 0.000112488 0.0243121 -0.00243559 -0.00661783 -0.0421483 -0.00173315 -0.00539214 -0.00150385 -0.00553448
internal_weight=0.453736 0.0257855 0.018129 0.0119026 0.00773708 0.00765647 0.427951 0.12777 0.116399 0.102466 0.0263008 0.0761649 0.065747 0.0285506 0.0129067 0.0371965 0.30018 0.0177558 0.0121409 0.03027 0.0220487 0.282425 0.0269047 0.25552 0.210977 0.0254992 0.185478 0.171266 0.164511 0.151958
internal_count=2900 209 160 114 98 49 2691 695 653 613 71 542 515 79 43 436 1996 59 48 405 375 1937 145 1792 1528 64 1464 1429 1401 1372
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=13 3 17 13 13 18 2 9 21 8 17 7 22 16 14 19 21 0 2 9 18 16 10 6 20 16 12 13 20 7
split_gain=0.000518298 0.0018267 0.00198018 0.00163949 0.00167167 0.00153715 0.00162657 0.00150886 0.0020144 0.0019792 0.00166586 0.00149318 0.00114923 0.000833198 0.00230709 0.00118955 0.00235166 0.00166437 0.00354506 0.00155816 0.00149384 0.00144515 0.00247463 0.00235678 0.00143891 0.00140699 0.0017473 0.00109362 0.00249381 0.00292458
threshold=95.870416931800023 75.559115756250023 177.48499193625003 92.692659421600013 73.376087754350024 17.327266398450003 237.82463207520001 38.559541491950007 21.991168361800003 5.2459061469000003 199.71712621985003 26.752366550650006 0.06041500000000001 12.644970430600003 329.33647766945006 11.950964240300001 8.3704840485500025 98.851916998450022 219.74617996645003 188.14427954665004 16.366336611050006 15.164964537700001 75.403185184700007 14.135330269750002 34.997818021800008 15.604963508800003 239.54935369575003 104.51649827935002 40.380906245900007 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 3 -3 4 -1 11 -7 8 10 -9 -6 13 -13 14 -2 16 -15 20 19 -19 21 23 27 -17 -21 -24 -27 28 -23 -30
right_child=5 2 -4 -5 7 6 -8 9 -10 -11 -12 12 -14 15 -16 17 -18 18 -20 24 -22 22 25 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10003191504311829 -0.10002403998630112 0.026782765121071035 -0.10003118068067661 -0.10001724034616273 -0.077670360702429775 0.071013504321303586 -0.008849708537421631 0.080756124686406777 0.10000805259948922 -0.038116407240345734 0.036137803905433599 -0.087423732803346754 0.011082163663747816 0.055322092436147746 0.0537312350611613 -0.089592804738555937 -0.048681541364471198 0.0042734506719542516 0.074030013565194897 0.014656670439375324 0.050702276306633071 -0.096830619818559158 0.077897411177679718 0.033988446200393478 -0.10003263014520425 -0.10003653571538725 0.080127445247874282 0.00083324210571363618 -0.063646148854101081 0.070755974728683821
leaf_weight=0.0012467702470910494 0.0026726126029865674 0.001746440217878841 0.0041745682559832797 0.0014498628238333025 0.003731708476875345 0.0062351724072868819 0.0043151719000888988 0.0057053327403113752 0.0012886485492344946 0.0018563699875525641 0.0019625496615962579 0.0034258073706325822 0.0018101486621446838 0.0094764640012101609 0.001537209101876158 0.0043354505398838219 0.0028213741990725802 0.0028665495736248667 0.0024482214837746605 0.0013043195860973356 0.0059767288323655512 0.0037812951658224847 0.006391170209099073 0.0023960173601587087 0.0067816152419055697 0.0011464060474342119 0.0010148381601915446 0.34483645409194663 0.0031532827704978672 0.0033274718461200337
leaf_count=145 81 49 99 68 130 30 24 66 6 145 65 48 11 67 12 27 25 25 29 15 23 19 23 30 87 53 20 1435 31 12
internal_value=-0.00014055 -0.0147051 -0.0626266 0.00175211 0.0110959 0.000658752 0.0383488 0.0206218 -0.0128952 0.0515734 -0.0384459 -0.000307566 -0.0533688 0.000376284 -0.0438806 0.000839684 0.0314615 -0.000126508 -0.0347574 -0.0590748 0.00110657 0.000306258 0.00115611 -0.045605 -0.0815324 0.0543109 -0.0154384 -0.000124103 -0.0322938 0.00536114
internal_weight=0.445216 0.0231623 0.00592101 0.0172412 0.0157914 0.422054 0.0105503 0.0145446 0.00698291 0.0075617 0.00569426 0.411503 0.00523596 0.406267 0.00420982 0.402058 0.0122978 0.38976 0.0134007 0.0109525 0.376359 0.370382 0.363651 0.00673147 0.00808593 0.00855241 0.00216124 0.355099 0.010262 0.00648075
internal_count=2900 773 148 625 557 2127 54 412 201 211 195 2073 59 2014 93 1921 92 1829 156 127 1673 1650 1593 57 102 96 73 1497 62 43
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=17 0 16 4 17 19 0 3 18 6 6 8 23 7 17 23 12 6 3 4 16 10 21 8 14 22 8 15 9 7
split_gain=0.000522238 0.00318691 0.00309085 0.0022063 0.00208816 0.00186603 0.0024221 0.00291985 0.00220794 0.00261056 0.00227915 0.00185024 0.00204545 0.00236971 0.00217817 0.00232004 0.00125363 0.00122413 0.00311459 0.00110267 0.00261221 0.00334422 0.00255722 0.0019488 0.00180798 0.00181575 0.00241031 0.00268656 0.00325295 0.00413377
threshold=201.37020668845003 86.692020874450009 22.644947046300004 178.77399478955002 200.23903127160003 14.651182102100002 88.576630023850015 90.525762168450015 14.322090334300002 16.015374196650004 14.925348728400001 1.7486353823000003 0.098200000000000023 26.626668929150004 234.67375690460003 0.086230000000000015 220.36414724030001 14.925348728400001 79.355218636450005 305.29827728755009 16.244962012200002 62.132955852800002 2.6720444286000005 1.3489472949000001 300.26608985595004 -0.062629999999999991 8.9430209551500024 42.80317728375001 199.82130058355003 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=4 -2 3 -3 19 6 -5 8 -8 10 11 -10 13 -13 -15 -16 -14 18 -6 24 23 22 -22 -21 25 -1 27 28 -27 -30
right_child=1 2 -4 5 17 -7 7 -9 9 -11 -12 12 16 14 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0045413230542833581 -0.10004765678261254 -0.061834417775102839 0.086653613590795209 -0.052447026792891399 0.09449121616061347 0.070315437176839815 -0.06914102697535994 0.088790905114202262 -0.10002406447425399 0.06112704514080676 -0.062375533448071542 0.03486269126475721 -0.10004117350501961 -0.081654675712396568 -0.068006785063778358 0.059987252311414434 -0.0080960189737386574 0.065169174151886874 -0.064150504876562819 -0.077363108564712402 0.051300998030038562 -0.094733575791765071 -0.038041150992552474 0.020453630364226701 0.064302905952051959 -0.0021768728296005214 -0.051305200853611281 0.07098279984480349 0.090522666158287024 0.0098621310599937961
leaf_weight=0.18750003154854694 0.0035346363920645404 0.0067732662573689586 0.0036680225650798084 0.0095812034246591793 0.0021320589950182276 0.0033851720563689005 0.0047527226452075402 0.0036154403460386666 0.0016895803246036309 0.0065476612116981405 0.0062737228926152957 0.022523909814609056 0.0025329627700529924 0.003927646279076491 0.002217960861889523 0.0039175054964530887 0.0035770592454866801 0.0079996628111302925 0.002949751840276349 0.0022749694560419967 0.0045025284634903082 0.0071798218827634477 0.011106313880480556 0.019451753373423086 0.0046274889090944784 0.06078889886301625 0.0056725104769359538 0.0080745668217048205 0.010009228019043803 0.017396847866975707
leaf_count=959 26 31 21 28 21 9 13 6 137 22 37 147 54 81 43 39 32 22 23 128 25 101 97 193 24 379 51 39 18 94
internal_value=-0.000143549 -0.00700894 -0.00313929 -0.0071897 0.00158455 -0.00222444 -0.00567538 0.00160225 -0.00383635 0.00199689 -0.00630061 0.00241016 0.00688262 0.0168379 -0.0235063 0.0137176 -0.0462127 0.0407878 0.00240717 6.9904e-05 -0.0145977 -0.0382507 -0.0122695 0.0102114 0.00229024 0.00129881 0.0120405 0.015773 0.0107183 0.0393209
internal_weight=0.440185 0.0885185 0.0849838 0.0813158 0.351666 0.0745425 0.0711574 0.0615762 0.0579607 0.053208 0.0466603 0.0403866 0.038697 0.032587 0.0100631 0.00613547 0.00611002 0.0130815 0.00508181 0.338585 0.0445154 0.0227887 0.0156088 0.0217267 0.29407 0.289442 0.101942 0.0962695 0.088195 0.0274061
internal_count=2900 726 700 679 2174 648 639 611 605 592 570 533 396 310 163 82 86 66 44 2108 544 223 122 321 1564 1540 581 530 491 112
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=22 21 23 20 23 17 22 10 23 21 22 6 22 6 22 18 8 7 7 7 5 22 2 23 9 23 7 23 23 6
split_gain=0.000574523 0.00203903 0.00431968 0.00168606 0.00284177 0.0029916 0.00227255 0.0019406 0.00167599 0.00149073 0.00147083 0.00393178 0.00174144 0.00194526 0.00133893 0.0029137 0.00477346 0.00417844 0.00447041 0.00275305 0.00226787 0.00226479 0.00213341 0.0019633 0.00348218 0.00320818 0.00296715 0.00238657 0.00239313 0.00483367
threshold=-0.11600999999999999 8.5501791199000028 0.09310000000000003 40.21994457600001 0.079785000000000009 176.45537817675003 -0.13820499999999999 82.987325570650015 0.085880000000000026 9.6758169699000014 -0.50001499999999999 13.825323026450002 -0.121865 14.615341485100002 -0.088099999999999998 14.682853263650001 8.6432548896500023 23.399310583750005 22.398098708400003 26.113553071150005 21.964328598750004 -0.085734999999999992 120.54857872840002 0.083415000000000031 210.70699256735003 0.08708500000000001 25.256598800350002 0.087605000000000016 0.093295000000000031 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 3 8 6 5 -5 7 -1 9 -3 11 -6 13 -12 15 16 17 18 -2 22 -18 -16 -17 24 -23 26 -25 -27 29 -29
right_child=14 2 -4 4 10 -7 -8 -9 -10 -11 12 -13 -14 -15 21 19 20 -19 -20 -21 -22 23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-0.026669231959985242 -0.096132731798308599 -0.075494834120406709 -0.074840937751078515 0.022668878365808845 0.064965691422398969 -0.081905527282498461 0.046003546233887714 0.081186322188127574 0.056735660322873999 0.0041841885027857377 0.0048203461954854903 -0.050736136038210616 0.0035818973014130149 0.082452692697664809 0.038425404656976136 -0.01056037191618546 0.073182308552742423 -0.092373962756115785 0.002691768880452233 -0.068256731751556263 -0.011679459306915685 0.019821052714699406 0.066934446823333535 -0.061693584647278768 -0.051229814096471586 0.054483782528378745 0.030949590213386221 -0.0092411848305898655 0.0037039952644986936 -0.10007645959853942
leaf_weight=0.021939887297540484 0.0060577761885270273 0.0027212694908627091 0.0088050557038983346 0.0072156983512385864 0.0062274004053981535 0.0044060022344365457 0.0071026414846076238 0.0018054906565715114 0.0052622610578079146 0.01712176927785336 0.0040421661866716354 0.0055586616629170749 0.005564112297554046 0.016018889610917242 0.015240589392281123 0.0057678742000462089 0.005613675513814087 0.012497749636992239 0.018730868835278081 0.0029662284558618765 0.0071731163894739325 0.0651871325071193 0.009248933131548509 0.017367966362774601 0.0077141089574404012 0.0071167581540062799 0.0043162639263955018 0.032756859267325744 0.094909710123717461 0.0071341168928995549
leaf_count=247 28 33 65 84 48 100 36 83 24 269 43 23 19 39 66 26 16 66 60 73 28 457 50 110 63 30 53 191 421 49
internal_value=-0.000131436 0.00597093 -0.0145744 0.0146926 0.0262161 -0.0169772 -0.00362396 -0.0184684 0.00656263 -0.00674297 0.039634 0.0103972 0.0530812 0.0668103 -0.00230278 -0.0147475 -0.0271474 -0.0452282 -0.0214587 0.0197795 0.0255767 0.00106151 0.0371691 -0.00134627 0.0123027 -0.0074283 -0.0432529 -0.00195449 -0.00493413 -0.0254862
internal_weight=0.433591 0.113791 0.0339104 0.079881 0.0490329 0.0116217 0.030848 0.0237454 0.0251053 0.019843 0.0374112 0.0117861 0.0256252 0.0200611 0.3198 0.0680562 0.0500732 0.0372864 0.0247886 0.017983 0.0127868 0.251744 0.0150168 0.236503 0.0729012 0.163602 0.0216842 0.141917 0.134801 0.039891
internal_count=2900 1113 391 722 356 184 366 330 326 302 172 71 101 82 1787 347 198 154 88 149 44 1440 76 1374 520 854 163 691 661 240
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=8 7 8 13 0 21 22 20 6 18 20 6 13 13 0 9 6 17 20 23 23 16 15 7 17 22 9 20 5 16
split_gain=0.000663005 0.00135343 0.00130531 0.00181006 0.00107031 0.000849446 0.000672969 0.00232378 0.0032373 0.00305109 0.00308222 0.00298163 0.00285226 0.00264518 0.0033704 0.00284389 0.0039705 0.00214421 0.00208509 0.00270353 0.00236567 0.00256207 0.0021085 0.00229945 0.00242982 0.0029115 0.00403544 0.00254335 0.00314827 0.00430211
threshold=9.5425530862500008 21.725272673150005 8.8430989333000021 117.19526682250002 78.029808778150013 3.8005420560000007 -0.062629999999999991 41.028010303750008 16.445384243750002 13.849588037450003 42.737166331000005 16.305380972600002 117.69263157665002 113.96105169155001 92.313586825200005 196.26893085885004 14.855347092800002 178.50558947615002 41.134354310300004 0.099425000000000027 0.098200000000000023 22.704946905950003 14.069954549750003 25.582719811950003 197.94573456765002 -0.59087999999999996 200.41824001715003 40.742467179200005 22.694406402050003 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=2 4 6 5 -2 -4 18 13 9 10 -9 -11 -10 14 -8 17 -17 -16 22 20 21 -20 -1 24 25 -24 27 28 29 -27
right_child=1 -3 3 -5 -6 -7 7 8 12 11 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.066621587650179559 0.032305394276445874 0.061476485164178085 -0.035176738479713886 -0.081220986021675531 -0.067475416369905533 0.022936010755969849 -0.050231610863866974 0.083868393388917162 -0.065967821903135701 -0.0010892523811601689 -0.016591906407195971 -0.10012674908255147 0.044089974898981067 0.042556031920717496 0.041734028354664582 0.0073960698473647252 0.077148677508518448 -0.048535860084954294 -0.00085892470884055207 0.039331079066226085 -0.085426757328001396 0.083977693015510044 0.054311835496198863 -0.066724423453236661 0.015060741173587383 -0.040595568181272489 -0.077716003211394963 -0.077536598971519877 -0.068188297275437834 0.037152886690595785
leaf_weight=0.0031030453428795837 0.0022730665295966901 0.0050261508340554428 0.0050130450971348495 0.0046936353569044806 0.0020396319893531967 0.0050483519815429645 0.0094632201839352642 0.0079859817922454113 0.013746087471983692 0.025014073196527598 0.0049452195306081146 0.0034603969388626856 0.0028415257811502661 0.026295670130423332 0.0035711562559136859 0.027087646671208998 0.011679206117150898 0.0099991616898086888 0.13434571460926983 0.019284967754332083 0.0032117945593199684 0.0036566865203440093 0.0045268043174928599 0.0085057248660286022 0.023574409124087481 0.011243018019361006 0.013059493048217519 0.0055157425899503556 0.0064620008320339642 0.019393310911254957
leaf_count=130 7 23 25 48 37 18 46 24 146 280 33 7 11 87 41 147 24 113 929 96 7 11 15 160 110 76 73 18 120 38
internal_value=-0.000138334 0.0262128 -0.000728862 -0.0299406 -0.0148846 -0.0060184 0.000343403 0.00575856 -0.00978597 0.00516828 0.0454498 -0.0131249 -0.0471145 0.0159915 0.00468841 0.0146186 0.0284103 -0.0247805 -0.00274823 0.00421069 -0.000585536 0.00138901 -0.0144578 -0.0171842 -0.0121544 -0.0228118 -0.0290827 -0.0141785 -0.00475849 0.00862051
internal_weight=0.426066 0.00933885 0.416727 0.014755 0.0043127 0.0100614 0.401972 0.146089 0.0579933 0.0414057 0.0129312 0.0284745 0.0165876 0.0880961 0.0618004 0.0523372 0.0387669 0.0135703 0.255883 0.160499 0.141214 0.138002 0.0953835 0.0922805 0.0837748 0.0602004 0.0556736 0.0426141 0.0370983 0.0306363
internal_count=2900 67 2833 91 44 43 2742 959 501 344 57 287 157 458 371 325 171 154 1783 1043 947 940 740 610 450 340 325 252 234 114
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=8 22 22 8 13 6 2 3 6 4 20 20 2 17 20 6 13 22 23 19 9 16 18 17 17 22 9 20 17 17
split_gain=0.000556026 0.00170136 0.00129413 0.00109154 0.0016177 0.000738122 0.000661112 0.00166858 0.00236723 0.00167696 0.00137856 0.00126309 0.000774125 0.0011858 0.00267432 0.00227894 0.00189361 0.00133586 0.00144332 0.00133953 0.00120805 0.0019312 0.00132845 0.00119387 0.00141495 0.00394308 0.00299166 0.00206322 0.00176628 0.00156669
threshold=9.5425530862500008 0.022230000000000003 -0.14581999999999998 8.8430989333000021 117.19526682250002 16.635388683200002 325.75432260090003 92.913112988300014 15.925372093750001 435.94052079065006 43.124157941850008 45.90502654165001 308.2991537635001 206.58076374065004 42.526729949000007 14.185331438000002 112.82921081865001 0.06041500000000001 0.089850000000000027 13.551093343600002 214.22994816675003 18.634956423400002 17.383654746850002 204.75389752000004 201.37020668845003 -0.082314999999999985 201.63419974125003 38.828362408050005 202.56512036810003 200.96259924040001
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 8 9 -8 -11 -12 13 20 15 17 -17 18 -15 -20 23 22 -22 24 29 26 27 -26 -27 -1
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 11 -13 -14 14 -16 16 -18 -19 19 -21 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.0010228111387473747 0.0051100385356905561 -0.04360468035700673 0.094917930878550313 0.023146477714388713 -0.078258689987910079 -0.031322245023927685 -0.095818290636573294 -0.10004196956850042 0.10000959721456304 -0.050438714070393145 0.088593140615276039 -0.024205108581120738 0.031754867588496272 0.036101034097272416 -0.078177645055170206 -0.092929675624356514 0.0078785941906368718 0.075568649324728607 -0.083333116296977081 0.037324947650961816 -0.0243103784591427 0.080155426397070462 0.074554295884958058 0.034162903399230567 0.037533146424688191 -0.093344133947807162 0.062298867094705751 -0.10003992968892939 -0.025911124594939022 0.070574539170400422
leaf_weight=0.29342079077796235 0.0030703649576366843 0.0026162906478379711 0.0033608985863615715 0.0047355215739681711 0.0043996838769735378 0.005241788286866722 0.0025027491499258758 0.0022484798690447514 0.0017842262705016773 0.0031309236058523759 0.0022171185648716119 0.0017976314376060287 0.0080530931468030253 0.0056336338556916832 0.0060781914210501489 0.0040650276625910911 0.0034404114494464011 0.003469761223538149 0.0026842963421573607 0.0013999867309166802 0.0055524223836442843 0.0050610416910785716 0.0017996600325742573 0.0104206628022947 0.0018877479424369847 0.006687573564216647 0.0071848738509743271 0.0025800405995922704 0.0092666476417235799 0.0032748170685863434
leaf_count=1778 20 24 23 20 48 23 31 44 9 79 15 51 84 88 94 35 16 34 71 12 62 20 25 37 17 27 25 35 36 17
internal_value=-0.000137113 0.0243841 0.0520425 -0.000678203 -0.0277448 -0.0054698 0.000305355 -0.0212937 -0.00580614 -0.025374 -0.000701141 0.038087 0.00107899 0.000418307 -0.0198603 -0.00273073 -0.0467203 0.0223048 0.00328709 -0.0419746 0.0019822 0.0326155 -0.000110051 0.000846172 -0.000224379 -0.0218786 0.022343 -0.041912 -0.0541772 0.0017905
internal_weight=0.419066 0.00904755 0.00643126 0.410019 0.014377 0.00997731 0.395642 0.0136811 0.0114326 0.00964842 0.00714567 0.00401475 0.381961 0.373908 0.0267713 0.0206931 0.00750544 0.0131877 0.00971792 0.00408428 0.347136 0.0124131 0.00735208 0.334723 0.324302 0.0276069 0.0116527 0.00446779 0.0159542 0.296696
internal_count=2900 67 43 2833 91 43 2742 229 185 176 145 66 2513 2429 350 256 51 205 171 83 2079 107 87 1972 1935 140 77 52 63 1795
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=16 16 19 6 10 6 23 23 20 18 13 6 6 20 17 21 18 20 13 0 19 16 3 9 9 16 21 10 10 20
split_gain=0.000578905 0.00176389 0.00137843 0.00164979 0.00247413 0.00204525 0.00126862 0.00204332 0.00132467 0.0013102 0.00146092 0.00117509 0.00305019 0.00208961 0.00243486 0.00280942 0.00181368 0.00156568 0.00219741 0.00126382 0.00349946 0.00412653 0.00399474 0.00326615 0.00237732 0.00237232 0.00361604 0.00275271 0.00540191 0.00528505
threshold=13.534968349350001 13.039969506900002 11.850956171350001 11.125259939900001 80.909147435850016 12.745297791850001 0.07968500000000002 0.093480000000000021 39.211875820650008 13.849588037450003 73.376087754350024 13.665319288000001 13.775321858200002 47.480720532750006 199.41622983390002 5.7942671277000013 13.326324856250002 49.110028829250005 96.607054459550014 93.972365491700018 13.051052998800001 18.684956306450005 84.807411725000023 206.08249486475003 200.80358209610003 19.214955067100004 7.6170491423000009 66.697957758300021 66.318885161900013 37.360990606650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -5 9 -8 -9 -1 -11 13 -13 14 16 -16 -4 -15 -19 25 23 -22 -23 24 -21 26 -14 28 -27 -29
right_child=2 -3 11 5 -6 -7 7 8 -10 10 -12 12 19 17 15 -17 -18 18 -20 20 21 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.10002332501226703 -0.10006105060592013 -0.10002822861643279 0.0072588866846206856 0.10001096162606771 0.052067373023210309 6.4472784337588437e-05 -0.10001906436992575 0.067818957291195178 -0.057899809903046121 -0.10003151895706089 0.024781331871537207 0.063718806782758805 0.004168066066590221 0.059308300779248105 0.016304674895238725 -0.065950070504296784 -0.091086649762469912 0.061232951905354362 -0.10004258996498115 -0.0046088015977072605 -0.10004631459827414 0.030042351912576912 -0.068907705522420787 -0.048955090440276669 0.058747901906244265 -5.7770849446160117e-05 0.087023794161697601 0.020819508425419079 0.071097746991289318 -0.076373559531084906
leaf_weight=0.0010352724172975674 0.0019630341170184815 0.0022192295692062816 0.0024452775394365753 0.0049669629661366343 0.00234749732632622 0.003483289970819925 0.003245572343599421 0.0018556841403203073 0.0015284509966490001 0.0010059224050651414 0.013846970915372347 0.007726581748102034 0.014766640625872851 0.0054415670510934433 0.013758778168947661 0.0059472069538912811 0.0080437554448025139 0.001542316834616031 0.001868174996562999 0.011903334773251117 0.0081232699632778349 0.0093662099869789017 0.0072289280626023347 0.0074612993030029875 0.01178708451948296 0.21750554290519464 0.0081879821403134656 0.010082412115480111 0.01121950880769873 0.012569563717221399
leaf_count=62 17 64 24 19 30 33 240 58 70 69 237 33 182 24 140 98 144 27 58 33 86 31 58 60 32 780 81 21 31 58
internal_value=-0.000134343 -0.0149686 0.000807209 0.0331312 -0.0172125 0.0588119 -0.00658564 -0.0433301 0.0110378 0.00874683 0.0163283 -0.000286973 0.00161087 -0.0167117 -0.0292371 -0.00851956 -0.0681596 0.0260136 -0.0271094 0.000157574 -0.0135513 -0.0416471 -0.0130608 0.0087423 0.0269141 0.0029495 0.033723 0.000139412 0.00343258 -0.0331128
internal_weight=0.414473 0.0247371 0.389736 0.0127608 0.00431053 0.00845025 0.0225179 0.00662971 0.00338414 0.0158882 0.0148529 0.376975 0.337928 0.0390471 0.030195 0.019706 0.010489 0.00885206 0.00341049 0.330202 0.0558701 0.0247184 0.0165951 0.0311517 0.0236904 0.274332 0.0229546 0.251377 0.228725 0.022652
internal_count=2900 800 2100 99 47 52 736 368 128 368 306 2001 1486 515 406 238 168 109 85 1453 300 175 89 125 65 1153 263 890 811 79
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=15 16 6 17 16 18 15 10 16 4 6 9 16 22 4 15 6 22 13 23 9 9 3 23 22 22 10 12 7 21
split_gain=0.000527445 0.00110079 0.00165011 0.0020581 0.00232402 0.00150936 0.000709427 0.00207845 0.00102131 0.00184177 0.00265343 0.00163171 0.00150494 0.00103376 0.00255957 0.00331218 0.00297851 0.00252102 0.00241632 0.0028573 0.00201517 0.00430777 0.00282625 0.00200582 0.00177369 0.00175895 0.00399689 0.00448827 0.00255389 0.00279104
threshold=44.617051254100005 22.674946976100003 16.395383075500003 199.30127897920002 22.594947163200004 13.415872650200003 43.132842597400007 62.084563606450011 22.674946976100003 251.72785308670004 16.555386813950005 192.33792147965002 22.654947022900004 -0.10098 239.70509694970005 32.188927121800006 16.445384243750002 -0.11808 109.72404167800001 0.084795000000000023 201.44620319810005 189.78071820640002 88.918064206450012 0.093675000000000022 -0.156745 -0.088099999999999998 63.565904036300005 146.09388648530003 25.138824731100005 11.904919354350001
decision_type=2 2 2 2 2 2 2 2 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 -4 -3 8 -8 12 10 -10 -12 13 14 15 16 18 20 19 -1 21 23 -22 24 -16 26 -15 -28 -29 -30
right_child=1 5 3 -5 -6 -7 7 -9 9 -11 11 -13 -14 25 17 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.057217002493720907 -0.074401383757461262 -0.031230932769237874 0.037648232323571153 0.054507884807640662 -0.082097313214390608 0.063657508997003523 0.057804867908680474 -0.019610489925941652 -0.074664572326558487 0.035920712896306051 0.03024237591282283 -0.039937303368020177 0.032498616879930095 -0.06165269621975511 0.016918811914691731 0.054637021950723952 -0.065307537553808581 -0.10008445853106379 0.062212998847196756 0.020864673794155575 0.001313316022466508 -0.082553678081287232 0.099437931233030158 -0.10006581325807953 -0.10001060899939439 0.0001413323324233161 -0.05104322869569522 0.072747544639068309 -0.076475048092523923 0.076695992941547553
leaf_weight=0.0064259764744409994 0.0053696860300398433 0.0031673176843085562 0.0025589680427913208 0.0036458158370749061 0.0044207129484112873 0.0035611591301858425 0.0076762499011238106 0.0063261215175316465 0.0085983360004320275 0.0049934496364336658 0.0069197562042973004 0.0063561680334416337 0.014856680578304804 0.015984673879756883 0.022920063893142811 0.020502349233368022 0.0052378927026950342 0.0028285171810628609 0.0083715243007986828 0.017314303575458601 0.010987775034378533 0.0076436421951484581 0.004005303745088896 0.0017664377477576423 0.0013750975222381915 0.18109567514473179 0.0090340783678372616 0.0086422556669031869 0.0030636504238070747 0.001944810333498026
leaf_count=90 46 36 21 16 77 13 30 25 18 35 20 37 38 44 365 48 111 32 32 114 124 39 13 30 122 1173 45 31 62 13
internal_value=-0.00014023 -0.0149447 -0.0292197 -0.00638674 -0.0381949 0.0189904 0.00073386 0.0228294 -0.000100373 -0.0188777 -0.0313871 -0.00335783 0.00136621 -3.90273e-05 0.00790479 0.0223417 0.00461385 -0.00830433 0.016019 -0.000270334 -0.00297352 -0.0165409 0.0275267 0.00282008 0.0103006 -0.00399273 -0.0233532 0.00363418 0.0398198 -0.016998
internal_weight=0.407594 0.0227237 0.0159952 0.0106255 0.00697968 0.00672848 0.384871 0.0140024 0.370868 0.0268677 0.0218743 0.0132759 0.344001 0.329144 0.109379 0.057852 0.0373497 0.0515268 0.0321118 0.0237403 0.0486983 0.0337052 0.0149931 0.0260616 0.0242952 0.219765 0.0386695 0.0226848 0.0136507 0.00500846
internal_count=2900 209 160 114 98 49 2691 55 2636 110 75 57 2526 2488 1120 395 347 725 236 204 693 556 137 517 487 1368 195 151 106 75
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=17 8 22 8 23 22 22 20 6 18 8 20 5 22 13 0 9 10 21 18 10 15 17 5 20 17 20 19 13 22
split_gain=0.00102347 0.000848635 0.00199753 0.000983249 0.00148628 0.00164224 0.000726447 0.00203197 0.00284936 0.00269467 0.00281114 0.00269112 0.00239379 0.00245815 0.00216076 0.00279425 0.00212783 0.0034004 0.00401283 0.0021942 0.00206781 0.0020058 0.00199422 0.00216608 0.00197097 0.00196036 0.00198944 0.00197131 0.0019082 0.00184966
threshold=157.96759137085004 9.5425530862500008 0.022230000000000003 8.8430989333000021 0.10236000000000002 -0.087910000000000002 -0.062629999999999991 41.028010303750008 16.445384243750002 13.849588037450003 8.3434888241000014 42.737166331000005 22.382291025900006 -0.060760000000000002 113.96105169155001 92.313586825200005 196.26893085885004 69.873026810350026 0.61177024580000017 15.353948930850001 70.96454081135002 21.724651858600001 192.00356210945003 22.120912517600004 40.21994457600001 178.50558947615002 36.735256530150004 13.851117550450002 117.69263157665002 -0.069554999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 14 9 11 -11 -9 -10 -14 15 -8 25 -18 19 -19 -20 -22 23 -16 29 -17 27 -27 -15 -2
right_child=1 2 -4 4 -6 -7 7 8 12 10 -12 -13 13 28 22 16 17 18 20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.07994268379550383 -0.0142329166470765 0.066617514683756276 -0.040204105098984672 0.026220052279301055 -0.080853462771931187 -0.055937775835351471 -0.046044245889994895 0.082610770488330959 -0.10007472629575952 0.007426082546535988 -0.066368681635133764 -0.013146375537870748 0.10001583590991758 -0.064469327260196427 0.059063860301256571 0.046592557014743644 0.091003615610527777 -0.089400037073118888 0.079932947176633393 0.0057009879689124757 0.059431760118234235 -0.021692309692638835 0.075271122153468817 -0.016814661648239852 0.0025704676948747826 -0.10002271013866725 -0.081561410904186338 0.059608323116484341 0.041059850057249062 -0.09570242480163027
leaf_weight=0.0016006893104153477 0.060277600096271672 0.0054571104966854023 0.0025773185248674224 0.0060478554224232548 0.0037060541039151138 0.0040704839598042488 0.0089040662334411921 0.0073905763014181503 0.0052124589574304983 0.019499313483873237 0.0070208292141842312 0.0048680257811710703 0.0015294484328478566 0.0066260671553552992 0.0069076369254617029 0.0032231286222986844 0.0067778805841953718 0.0046882797197156378 0.0074391369234945151 0.0050279092193350472 0.0053565915354614191 0.0070712535779335894 0.0099936245917433553 0.0082619013069873404 0.17715524810496597 0.0010953711394386945 0.0055988035851042284 0.002633582495036535 0.0023111353395961487 0.0029218583565153991
leaf_count=96 572 42 23 29 31 31 44 24 20 228 33 30 4 108 17 33 14 17 20 32 39 42 46 24 1154 59 47 7 9 25
internal_value=-0.000140441 0.000179185 0.0323508 -0.000480851 -0.026675 -0.00683104 0.000477663 0.00627662 -0.00873271 0.00581207 -0.01211 0.0445846 -0.044706 -0.017132 0.016127 0.00548124 0.0148611 0.0271151 0.0124775 -0.0401874 0.0382339 0.0132734 0.0405872 0.0177376 -0.00283824 -0.0206401 -0.0438717 0.0127171 -0.0371798 -0.0179994
internal_weight=0.401251 0.399651 0.00803443 0.391616 0.0138244 0.0101183 0.377792 0.137437 0.0544579 0.0387787 0.0265201 0.0122586 0.0156791 0.0104667 0.0829792 0.057816 0.0489119 0.0363611 0.0295832 0.00971619 0.019867 0.0124278 0.0251632 0.0151695 0.240355 0.0125509 0.00932776 0.00372895 0.0089372 0.0631995
internal_count=2900 2804 65 2739 91 60 2648 897 456 315 261 54 141 121 441 354 310 164 150 49 101 81 87 41 1751 146 113 66 117 597
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=9 7 9 9 6 7 3 2 9 20 21 0 7 16 23 2 22 13 5 15 20 20 22 15 6 5 3 16 22 15
split_gain=0.000633188 0.000736913 0.000722121 0.00141511 0.00142301 0.00147332 0.00139729 0.00143661 0.00106934 0.00215697 0.00329664 0.00189926 0.00121939 0.00104848 0.00128251 0.00103642 0.00150803 0.000996399 0.000728661 0.00226 0.00229881 0.00261247 0.00217955 0.00234095 0.00217613 0.00195708 0.00348221 0.00301274 0.0018395 0.00213825
threshold=233.97947574895002 28.563859680450005 216.18094582280003 217.37165979795003 18.080422446150003 25.396105459650006 87.963661570150023 256.81022870250007 210.97856947250003 41.558544840500012 1.8881760204500002 94.418649541350007 24.503983251000005 14.274966618900002 0.090025000000000022 357.36576196840008 -0.037524999999999996 103.02440401690002 20.717225865800003 35.194695975650014 40.305698932850007 40.08085804200001 -0.058529999999999992 30.124327028350006 14.835346625500001 21.042547594650003 88.918064206450012 22.564947233300003 -0.090694999999999998 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=2 -2 8 -4 5 -5 7 13 15 10 12 -12 -10 -7 -15 18 -17 -13 19 20 21 22 28 24 -24 27 -27 -20 -1 -30
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 11 17 -14 14 -16 16 -18 -19 25 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.008663989917915671 -0.10003286213700596 0.0049975056450105139 0.080163532237744514 -0.051859776803718227 0.057476750209603127 -0.047258867644362046 0.088497015860577635 -0.080096805876269897 -0.0071489720625370779 -0.073041640003788585 0.070137061035454612 0.035099726725682699 -0.10005754785464263 0.076164848108825331 -0.014066783374505549 -0.10004248817655981 0.026090375987885064 -0.061818175168595862 0.018833110158195318 0.050612802309034421 0.014652032299966462 -0.089481407168117172 0.0081793270027932293 -0.030128236388108888 0.071500768803623452 -0.077887827775541804 0.0030222577169984836 -0.063377390493016425 -0.091180787765401811 0.01066886128177582
leaf_weight=0.023163653572198101 0.0013649749453517037 0.0013082870511853528 0.0030783659930762033 0.0048899450787587275 0.0045483506058587855 0.0020012495790424634 0.0020452617006867522 0.0019166907516403606 0.0023754744495363403 0.0060670227933077294 0.0056654028002061096 0.0019325318373546452 0.0034851829594771955 0.0035142023779712872 0.002854955408878368 0.0024062217763131111 0.0015639709701744655 0.0023515771736413171 0.0070087003615526547 0.010576514835008766 0.078237707579641214 0.0039211693773295577 0.017599953501972909 0.0096540603212247333 0.0078470910175383324 0.0055065849600488539 0.15634241843771401 0.012246907899680082 0.0068196332963202655 0.0029542334782490798
leaf_count=241 14 30 22 33 31 46 10 42 11 66 22 21 34 25 33 55 24 22 27 40 803 28 167 31 25 66 833 29 60 9
internal_value=-0.000127929 -0.0486313 0.000202357 0.0167011 0.00772754 -0.00541106 0.0130065 -0.00200241 -0.000912543 -0.0223534 -0.00290226 0.0321439 -0.0623993 0.01588 0.0357188 0.000443734 -0.0503552 -0.0180992 0.00103365 0.00593351 0.00278732 -0.0101125 -0.00553835 0.0117993 0.0277057 -0.00331615 0.000269456 -0.0334542 -0.0240149 -0.0603959
internal_weight=0.395248 0.00267326 0.392575 0.024849 0.0217707 0.0172223 0.0123324 0.0102871 0.367726 0.0218772 0.0158102 0.00994951 0.00586066 0.00837041 0.00636916 0.345849 0.00397019 0.00428411 0.341879 0.160774 0.150198 0.0719598 0.0680386 0.0351011 0.025447 0.181105 0.161849 0.0192556 0.0329375 0.00977387
internal_count=2900 44 2856 242 220 189 156 146 2614 176 110 65 45 104 58 2438 79 43 2359 1404 1364 561 533 223 192 955 899 56 310 69
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=16 12 22 19 20 2 2 19 6 10 6 6 6 5 16 2 5 0 22 21 10 0 3 2 5 17 22 12 16 6
split_gain=0.000544199 0.00164415 0.00122678 0.00157851 0.00117491 0.0015876 0.0013512 0.00115666 0.00139325 0.0021396 0.00186974 0.000959173 0.00264047 0.00184113 0.00181814 0.00226577 0.00135977 0.00118693 0.0011544 0.00211187 0.00124834 0.0017009 0.00230944 0.0024148 0.0027697 0.00210239 0.00201459 0.00191573 0.00185967 0.00359958
threshold=13.534968349350001 176.04981466085005 -0.01762 11.450923895500003 39.134693790050008 234.61110956795002 174.79146691255002 11.850956171350001 11.125259939900001 80.909147435850016 12.745297791850001 13.665319288000001 13.775321858200002 13.264960807550002 17.164959860850004 187.03662689815005 14.950964152900001 101.99741301110002 -0.50001499999999999 5.2269517379000012 75.465019721650009 93.972365491700018 84.968719212850019 147.87428232835001 18.310380701750002 191.40027208745002 -0.054494999999999995 109.28780703725 19.214955067100004 15.365359009150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 8 9 -2 -10 13 -13 -9 17 16 -16 -15 19 -14 21 28 23 24 26 -24 27 -23 29 -20
right_child=7 2 3 -5 5 -7 -8 11 10 -11 -12 12 18 14 15 -17 -18 -19 20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.073377193201766958 -0.10005274598489754 0.067986857957362354 -0.10002292508923843 0.011342331089287261 0.043688014441300375 0.025425122393454264 -0.087378978489761838 0.0087124695038290831 0.10000957654025644 0.048152806145906335 0.00079183624367818524 0.061269910124479257 -0.059647812670542304 -0.088193238801382662 -0.020297573845969807 -0.067595896756885959 0.074663954903039759 -0.014655758929161676 0.068870672086927029 0.027714666152309244 0.040467384009930933 -0.10004613360359443 0.00299188334377762 -0.059902028091837013 0.057966596607567401 -0.10004600055043751 0.017222904067850823 0.0016358692637214842 0.00096657595326059818 -0.022808594896641717
leaf_weight=0.0039911424785513813 0.0017263373243636693 0.0029807476594979196 0.0025774562979208613 0.0025143678515835433 0.0010688351670467 0.0072459080179264612 0.0029783791801105686 0.017036375088160582 0.0043341017735656351 0.0022355004558392011 0.0033809955857080354 0.0072382594303235228 0.008109394804847625 0.0070797796288672998 0.0027288387685757698 0.003631389183169631 0.0033701526583129748 0.003181049993102647 0.011309682369670782 0.0042002479410712121 0.0079649990744883326 0.004011897433144891 0.003031620881984054 0.0065519816153170032 0.0077177066348212966 0.0057099831258682343 0.0089904956994359998 0.003443009560101018 0.2330976790265582 0.0068926402375377718
leaf_count=231 17 115 130 38 32 152 102 273 19 30 33 33 55 115 22 52 19 34 47 25 34 32 11 73 27 63 24 11 859 192
internal_value=-0.000133892 -0.0149343 -0.00288957 -0.0450302 0.012143 -0.00259666 -0.0527653 0.00080811 0.0317763 -0.0164265 0.0565293 -0.000209668 0.00156255 -0.0154427 -0.0360276 -0.00505909 0.0321758 -0.0653952 0.000173055 -0.0298383 0.00140976 0.00033981 -0.0189625 -0.00605591 0.00854481 -0.0643121 -0.0146485 -0.0530848 0.00337048 0.0341547
internal_weight=0.390331 0.0233568 0.0193657 0.00509182 0.0142739 0.0112931 0.00404721 0.366974 0.0116769 0.00396184 0.0077151 0.355297 0.31827 0.0370276 0.0199912 0.00973038 0.00609899 0.0102608 0.311031 0.0123096 0.298722 0.290757 0.0394567 0.0307151 0.0241631 0.0087416 0.0164454 0.00745491 0.2513 0.0182023
internal_count=2900 800 569 168 401 286 134 2100 99 47 52 2001 1486 515 242 93 41 149 1453 80 1373 1339 241 167 94 74 67 43 1098 239
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=21 21 21 9 18 9 3 21 0 16 21 4 12 22 22 20 22 23 15 20 9 8 23 19 17 10 16 5 20 2
split_gain=0.000522944 0.00190358 0.00222624 0.00509944 0.00672853 0.00175892 0.00260103 0.00215032 0.00187334 0.00196399 0.0017579 0.00265533 0.002482 0.00239317 0.00206978 0.00189897 0.00153099 0.0013942 0.00120655 0.00235462 0.00186494 0.00250511 0.00137894 0.00137592 0.00275808 0.00261197 0.00192179 0.00176479 0.00154058 0.00119691
threshold=2.9845679401500003 1.9231529451500002 1.2219980417000003 194.46727572990002 13.713893333650001 191.07475275385002 92.913112988300014 2.6263314141000005 91.410264893400026 15.794963064500001 4.3636502323000004 169.78633280640003 147.29495425805001 -0.11600999999999999 -0.040019999999999993 39.893178577750007 0.4063250000000001 0.11048000000000002 21.724651858600001 41.840895355800008 188.53841931785004 4.9461400813500012 0.10236000000000002 13.151061067750001 193.92177542215003 65.630639880500027 19.134955254150004 17.450855014100004 38.771633980050005 225.03577181225003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 8 -7 -10 11 -2 13 -13 17 -15 18 29 19 22 21 -20 -1 -22 25 -25 27 -26 -28 -14
right_child=10 5 3 4 -6 6 -8 -9 9 -11 -12 12 14 15 -16 -17 -18 -19 20 -21 23 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=-0.097609554259537934 -0.073521267340722882 0.069994028715920739 -0.097559462493020832 0.085285597772408059 -0.060964379620725852 0.085835891183637131 -0.037738859202549879 -0.034669737005189591 0.057549792425746787 -0.042791391956415313 0.000667837303129895 0.076746870344147552 -0.091496246703268738 0.046340692523194421 0.027824850476995629 -0.056074948659163397 -0.067039708985474109 0.015384983669002556 -0.038657588655536132 0.038315623368909292 0.04055584121589647 0.089711571491410888 0.026705019766546115 0.00091516049320466356 0.021057951381157243 -0.08950556569406147 0.046784341137067489 -0.071885545824917782 -0.0023298652890675134 -0.015558603431424789
leaf_weight=0.0039749188383528256 0.0080910204101773964 0.0070432444042864964 0.0074192039745448737 0.0058667717743787762 0.0067826737780838642 0.0073849667587637677 0.0071521780979892915 0.0037820271802999619 0.0047202811546043222 0.0033245005980973019 0.21744478981823945 0.0051949018140931003 0.0073551048394122631 0.0031862185124964526 0.0040781298409697788 0.004192887107662191 0.0027921786444687477 0.002346607889287756 0.0020235799214792238 0.0033284450816601918 0.0099034118952019412 0.0061114105592423584 0.0011505495135421678 0.0070769570133961679 0.0038611522443261492 0.005823662369948579 0.016050373820462482 0.0043383543269328584 0.01060741076071281 0.0028916447658315914
leaf_count=221 32 50 40 19 61 21 39 31 26 23 1648 24 68 14 41 33 51 8 88 34 60 24 28 32 22 18 41 25 38 40
internal_value=-0.000137306 0.00500996 -0.00207333 -0.0317393 0.00686589 0.0256003 0.0137403 0.0329051 0.0494685 0.0160839 -0.00277412 -0.0228198 -0.00879282 0.0247517 -0.0340929 -0.011853 0.00565429 -0.0541438 0.00838795 -0.0271748 0.0129573 0.0577797 -0.0697038 0.00663361 -0.000400736 -0.039903 0.014219 -0.0281184 0.0272413 -0.0700666
internal_weight=0.3853 0.130518 0.0971111 0.0200686 0.0126494 0.0334072 0.026364 0.0192118 0.0154297 0.00804478 0.254781 0.0373365 0.0292455 0.012574 0.0166715 0.00737911 0.0770424 0.0125934 0.0742502 0.00845391 0.0657963 0.00813499 0.00512547 0.0576613 0.0477579 0.0129006 0.0348573 0.00819951 0.0266578 0.0102467
internal_count=2900 992 802 120 80 190 140 101 70 49 1908 260 228 71 157 47 682 116 631 283 348 112 249 236 176 50 126 47 79 108
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=15 22 7 20 20 0 0 8 21 9 0 0 22 22 6 21 22 22 17 23 20 21 23 22 17 10 0 21 21 16
split_gain=0.00052831 0.00210594 0.00162586 0.000765677 0.0017796 0.00283034 0.00159682 0.00164929 0.00199524 0.00158041 0.00196498 0.00214501 0.00162172 0.00360727 0.00360068 0.00296926 0.00306443 0.00271513 0.00357119 0.00315319 0.00267646 0.00263271 0.00227907 0.0031029 0.00229578 0.00397969 0.00351963 0.00227433 0.00182758 0.00173867
threshold=46.574831689400007 -0.082314999999999985 23.539316666200005 42.178283198950005 42.428475018400007 87.735142629050017 103.44649194340002 4.9461400813500012 12.749485150050001 187.70546222865002 85.839779647100016 86.692020874450009 -0.072569999999999982 -0.053019999999999991 14.905348261050003 3.0760100505500003 -0.042409999999999996 1.0000000180025095e-35 192.34053301495001 0.093760000000000024 40.337496327150006 0.3574524998000001 0.10371000000000001 -0.11911999999999999 190.02287710315002 62.020040611300011 86.420486603250012 5.3801611018500006 10.217949747400001 22.494947397000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -5 7 8 -1 10 -9 -12 22 14 -14 17 -17 -15 -19 21 -18 -20 24 -24 -11 -26 -27 -22 -29 -28
right_child=1 -3 -4 4 -6 -7 -8 9 -10 12 11 -13 13 15 -16 16 20 18 19 -21 27 -23 23 -25 25 26 29 28 -30 -31
leaf_value=-0.093765209012758297 -0.063791760643242199 -0.07621077132694648 0.053184318880517528 -0.10007929348561018 -0.0024575139432117723 0.010624183383394726 -0.054410293216997377 0.064233635313836676 0.064346231311017493 0.027807530753997247 -0.027464180520530363 0.041447220783592087 -0.022468129676444504 0.055076940865602254 0.071292744025763605 -0.10009499664114892 -0.036002256693362579 -0.069204672916735099 -0.043417160021034948 0.076914089973108959 0.074690988756934265 0.048279369211031875 0.0070104059038442017 -0.074806294821500099 -0.07899240844502961 0.093643006706492032 0.0031009276320222842 -0.05423161763378534 0.025035512010807972 -0.043436215418906458
leaf_weight=0.0033261927416126094 0.0017141968000753405 0.0042348931153455283 0.0038723056108267428 0.0049016763911868821 0.12119915572240944 0.0043671132810096935 0.0046152772894063878 0.0098974752972367241 0.0010500923458920397 0.023281164802448059 0.0085768196368007921 0.0095425277181675483 0.0054555297084064583 0.014869108601601469 0.016433562326938045 0.0040328038271439928 0.017345619874378215 0.0056036727642236875 0.0079559699561286834 0.0067182319126004577 0.0052195669302648176 0.0051630321518700848 0.0085278413541800546 0.010155415574899962 0.0071909404314283156 0.003755437006475403 0.037284823685865831 0.0045760515081596518 0.0079825408475659998 0.010231167298115906
leaf_count=212 53 57 22 29 1081 49 387 30 12 104 20 38 39 55 43 14 77 33 30 24 27 25 47 55 26 8 225 27 29 22
internal_value=-0.00013564 -0.0230263 0.0172907 0.000473196 -0.00568728 -0.0479199 0.00383909 0.00498711 -0.0558263 0.00614523 0.028401 0.00882791 0.00305509 0.0119788 0.0479242 0.00207765 -0.017535 0.0211291 0.00128803 0.021201 -0.0080557 -0.00732965 -0.00595119 -0.0374616 0.00125082 -0.00932472 0.000446345 0.0192109 -0.00384754 -0.00691947
internal_weight=0.37908 0.0098214 0.0055865 0.369259 0.130468 0.00926879 0.238791 0.234176 0.00437629 0.229799 0.0280168 0.0181193 0.201782 0.101356 0.0218891 0.0794666 0.0391566 0.04031 0.0254409 0.0198372 0.0351238 0.013119 0.100427 0.0186833 0.0817435 0.0584624 0.0512714 0.0177782 0.0125586 0.047516
internal_count=2900 132 75 2768 1159 78 1609 1222 224 998 88 58 910 423 82 341 174 167 112 79 160 55 487 102 385 281 255 83 56 247
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=17 12 12 0 5 3 23 22 22 0 18 7 23 2 17 23 15 10 6 13 10 10 13 6 6 20 23 23 23 21
split_gain=0.000507567 0.00059702 0.00106682 0.00054001 0.00256722 0.0020197 0.00225749 0.00271253 0.0026077 0.00199054 0.00178981 0.00470201 0.00358937 0.00265169 0.00166164 0.0016576 0.00161888 0.00504649 0.00469153 0.00254496 0.00503904 0.00277342 0.00373947 0.00191642 0.00159054 0.00155781 0.0014513 0.00260776 0.00211932 0.00213369
threshold=159.06578391905001 72.692757749350008 78.909246879600019 86.530713386650021 20.206488238950005 92.751805500450018 0.11308000000000003 -0.033594999999999993 -0.11911999999999999 86.950112854950021 13.482409244300003 23.147601011700004 0.11048000000000002 109.21625436180001 187.07782946595003 0.12064000000000002 40.128253618400009 62.55235532115001 15.925372093750001 112.82921081865001 68.214248143850014 66.318885161900013 115.25151159420001 15.365359009150003 16.525386113000007 41.348489042950007 0.080375000000000016 -0.15684499999999998 0.084365000000000009 11.007427546000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 -8 -5 11 13 16 -11 -15 26 17 -12 -18 20 -19 22 -21 -22 -17 -7 27 -6 -28 -30
right_child=1 2 3 5 15 25 7 -9 -10 10 12 -13 -14 14 -16 24 18 19 -20 21 23 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.051629636602071816 0.027110608662900999 -0.054987765583506133 0.071932529485784366 -0.064381508668802656 0.0015747505226269859 0.070100180169025236 0.042792067789981389 0.072260865005294925 -0.064305945344878782 0.066006914003570061 -0.073515528488707516 0.097711125714188773 -0.086225194042400741 -0.079193311161615487 -0.0012174346957652049 -0.083420627999218636 -0.042766331770767198 -0.096527391760631839 0.070897731684644597 -0.05621187745022143 0.00041195465859578069 0.079381890408794648 0.05446421292265137 -0.10004075408216676 -0.00045183647535070352 0.007765579644771938 0.036468591885973838 -0.065041340768192221 -0.017572628235080549 0.020238076365310699
leaf_weight=0.0019040686431910361 0.0080256133868203405 0.0035534019541785247 0.004150910479438579 0.0050973004354091236 0.014127403191080301 0.0075616048125084481 0.0051522347679950897 0.0092091468211855931 0.004068999721572264 0.0042224912388988392 0.010093306265389401 0.0064287166427234857 0.0052228744400109042 0.0039617410792516248 0.0088102223524657575 0.0054469737198883372 0.0057765769954443167 0.0058237112098734603 0.0097783385563161573 0.0056996297198566026 0.11581524789207892 0.0077815452314098357 0.0065739792225940619 0.0019308485137798917 0.0040126902476913529 0.008533899650501553 0.014477333864448383 0.010061542967330084 0.047188978803283987 0.021828288701815524
leaf_count=120 34 24 16 14 156 22 36 50 45 19 28 13 27 41 23 31 57 63 25 20 1383 24 25 15 26 23 52 153 260 75
internal_value=-0.000131426 0.000133293 -0.000464156 7.57679e-05 -0.00535303 0.00284782 0.000361885 0.0338721 -0.00446644 -0.00268026 -0.00109118 0.0248643 -0.00457527 -0.00269239 -0.0254048 -0.0080916 -0.00205598 -0.00516687 0.0286867 -0.000363635 -0.00572632 0.0326786 0.00306835 -0.00123531 -0.0482261 0.0370501 -0.00456591 -0.0261346 0.0016827 -0.00561413
internal_weight=0.37232 0.370416 0.36239 0.358837 0.121294 0.237542 0.221447 0.0184304 0.00922123 0.203017 0.197919 0.0234232 0.174496 0.0169945 0.012772 0.117143 0.169273 0.153718 0.0155549 0.143625 0.12357 0.0200552 0.0122736 0.117746 0.00945966 0.0160955 0.107684 0.0241889 0.0834946 0.0690173
internal_count=2900 2780 2746 2722 769 1953 1908 131 81 1777 1763 96 1667 83 64 753 1640 1558 82 1530 1461 69 45 1398 57 45 696 309 387 335
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=17 18 23 23 12 5 10 21 10 6 20 20 21 22 7 7 2 15 7 5 6 22 12 21 6 0 23 20 6 10
split_gain=0.000851726 0.000703289 0.000525107 0.00196402 0.00197333 0.000774183 0.00154647 0.00159777 0.00228988 0.000834131 0.000785541 0.000856654 0.000858945 0.000790213 0.000751453 0.00131814 0.00234642 0.0015407 0.00123957 0.00245092 0.00278586 0.00183409 0.00427115 0.00280374 0.0014775 0.00142167 0.00423393 0.00311878 0.00368112 0.00318997
threshold=157.96759137085004 11.257534840550003 -0.27223499999999995 -0.49570500000000001 151.63308792200004 31.584552767700004 60.474177186300004 3.4703576882500005 57.129735272050006 18.155424198600006 32.785955158400007 34.542090938800008 0.8423297431500002 0.68694500000000025 20.778835947700006 22.041499846600004 234.61110956795002 41.657300687350009 22.726915405250001 20.410615048800004 16.375382608200002 -0.067574999999999996 135.79800864615001 6.415941214150001 16.475384944750001 86.20003303655001 0.10273500000000002 42.280042771400005 16.505385645700006 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 3 4 -3 6 7 8 -4 10 -8 12 -12 14 -13 16 17 -16 19 -17 -21 23 -23 -22 -25 26 27 28 -20 -29
right_child=1 2 5 -5 -6 -7 9 -9 -10 -11 11 13 -14 -15 15 18 -18 -19 25 20 21 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.075457871874962279 0.056910797125945545 -0.10004131398651615 0.085387908880712793 -0.10003721503898513 0.038872730934394716 0.054942829375436875 -0.057409413663288812 -0.10003866297569192 -0.065053408394971243 0.04952512468617068 0.012056665906678889 0.032357952355544499 0.085585500348443366 0.041773109672041842 -0.077751589654147413 0.053472173361216735 0.058608464464445599 0.014975103524150938 0.07276852174924002 -0.052822952851960162 -0.0098260020274802198 -0.084136079819203916 0.034462964604953815 0.092159099870289876 0.028475426878441304 -0.00014835421608277598 -0.087823309962252835 0.044577678129243591 -0.036948032547198174 -0.083934418828024104
leaf_weight=0.001494650532582408 0.0021725888076453695 0.0013297724074732287 0.0016748359846587837 0.0024552837865567945 0.0044269731753665553 0.0025857279640764111 0.002327023871950106 0.0030952302798337161 0.0025555635926544085 0.0035052404832818232 0.0052755501660872719 0.0068373222753237419 0.0022733474713092505 0.0044948178613140035 0.007321288885982824 0.012046662139706399 0.0022348395175750832 0.0023725635201117257 0.0079234679299773347 0.007528762625391038 0.010668581272796018 0.005432835481769871 0.0068844959827174534 0.0067004540621837813 0.0079841423784481336 0.22008149163300045 0.007603384488681141 0.0027500382025209547 0.0049799523297906498 0.0064894380209814528
leaf_count=96 50 30 23 61 51 43 113 69 38 36 60 83 14 38 77 68 28 9 32 29 38 15 30 15 27 1577 50 12 24 64
internal_value=-0.000124011 0.000185313 -0.000155283 -0.0251538 0.00678445 0.000425239 2.36685e-05 -0.0454405 -0.00549295 0.000992648 0.00049261 0.000891385 0.0341998 0.000130211 -0.000444235 -0.0011473 -0.0337616 -0.0550568 0.000119648 0.0133924 0.00271025 0.013809 -0.0178478 0.0291889 0.0575337 -0.0029217 -0.0234406 -0.00133304 0.0304245 -0.0456841
internal_weight=0.365506 0.364012 0.361839 0.00821203 0.00575675 0.353627 0.351041 0.00732563 0.0042304 0.343716 0.34021 0.337883 0.0075489 0.330335 0.32584 0.319002 0.0119287 0.00969385 0.307074 0.0572459 0.0451993 0.0376705 0.0123173 0.0253532 0.0146846 0.249828 0.0297463 0.0221429 0.0129034 0.00923948
internal_count=2900 2804 2754 142 81 2612 2569 130 61 2439 2403 2290 74 2216 2178 2095 114 86 1981 222 154 125 45 80 42 1759 182 132 56 76
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=17 6 13 18 15 18 17 20 13 16 0 13 20 18 9 3 6 17 15 7 6 18 19 17 9 0 17 9 9 0
split_gain=0.000733486 0.0005791 0.000948609 0.000683968 0.000622274 0.000975992 0.00150202 0.00121058 0.000714699 0.00390302 0.00328411 0.00205032 0.00197336 0.00248232 0.00309851 0.00256681 0.00173442 0.00300177 0.00569115 0.00281968 0.0026973 0.00232222 0.00315015 0.00308327 0.00299041 0.00226203 0.00413169 0.00299728 0.00211078 0.00187458
threshold=157.96759137085004 20.305474434200004 119.04223755815001 11.831616630050002 45.169600924000008 13.278511569200001 193.63201810280003 43.022303514600004 112.82921081865001 19.974953289850003 90.437043050150024 113.85351336640001 38.441102963850007 13.373311100250001 193.60452210450003 89.896662965950014 16.015374196650004 198.80447714770006 41.211223942950006 23.699538637550003 16.375382608200002 13.3584252364 14.451165964200003 188.16174763880002 193.75542554275003 86.345209775600011 189.73320545960004 190.58777288605003 198.78883073475004 85.807518149550006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -8 9 -2 11 -10 13 14 15 -13 -14 19 -19 20 -18 23 -23 24 29 26 -25 -28 -26 -22
right_child=1 -3 3 -5 5 6 7 -9 10 -11 -12 12 16 -15 -16 -17 17 18 -20 -21 21 22 -24 25 28 -27 27 -29 -30 -31
leaf_value=-0.07201112780533872 -0.00048906281215926309 0.040650638248419836 0.0048061783374828415 -0.10001922309546361 -0.067768161076759648 0.05694655272867203 -0.044265442799593602 0.032588779519219215 -0.056766965946153096 -0.078896807503522681 0.057775062914829256 -0.028195330213017695 0.032494893419745007 0.079282399940065543 -0.058070325495680059 0.091681004536739316 -0.045451505419374233 -0.088841857751957909 0.026691018013347424 0.059331284860713401 -0.007832657994648386 -0.061079222099198222 0.017287005801629219 0.059169188464738121 0.088331939435018936 0.071004279344736965 0.027660615749911674 -0.06623201201328191 -0.011345730625904722 -0.065855839541255401
leaf_weight=0.0014138755949618656 0.14779020220188233 0.0034972208536032659 0.0010069012188864681 0.001630216982759336 0.0032530276468343269 0.0029057368403329073 0.0078467751768300786 0.0027741544890034229 0.0057474913633521743 0.0066336278086964731 0.011230362739865996 0.0029016798725933768 0.014722555847583862 0.0074363521125633261 0.0046651766388094984 0.0046463094650839309 0.01261382757093088 0.010518659820490939 0.0071701097338063837 0.0080499072246311698 0.018005768663837518 0.01133345813377673 0.0093705494905407249 0.012058586669809301 0.0046080955748095676 0.010844763025488646 0.0065332073100989874 0.0070890102971361557 0.0039416679997366089 0.0080606397532392293
leaf_count=96 1805 24 16 54 81 19 57 23 31 48 47 7 50 17 11 45 35 43 19 18 124 34 26 30 15 23 18 26 33 25
internal_value=-0.000126395 0.000156803 -0.000241678 -0.0599949 0.000205028 -0.0185888 -0.00676168 -0.0241914 0.00114366 -0.00385725 0.00539741 0.00194375 0.00399417 0.0337325 0.00599813 0.0455968 -3.79922e-05 -0.00371675 -0.0420108 0.00230386 -0.00209081 0.00386422 -0.025611 0.0124422 -0.00894242 0.032709 0.0165373 -0.0212012 0.0423779 -0.0257754
internal_weight=0.3603 0.358886 0.355389 0.00263712 0.352752 0.0167797 0.0135267 0.0106209 0.335972 0.154424 0.181548 0.170318 0.16457 0.0196495 0.0122132 0.00754799 0.144921 0.130198 0.0176888 0.112509 0.10446 0.0918457 0.020704 0.0711417 0.0346162 0.0365256 0.0256808 0.0136222 0.00854976 0.0260664
internal_count=2900 2804 2780 70 2710 180 99 80 2530 1853 677 630 599 80 63 52 519 469 62 407 389 354 60 294 197 97 74 44 48 149
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=15 22 16 16 20 10 21 10 17 15 0 3 10 10 7 3 12 23 6 19 6 16 5 2 17 10 16 6 22 22
split_gain=0.000466552 0.0012058 0.00220292 0.00195096 0.00165831 0.00165127 0.00115987 0.000882512 0.00105542 0.000880145 0.0008818 0.00180023 0.00168858 0.00289117 0.00205432 0.00197648 0.00121841 0.00144642 0.00105948 0.00143396 0.000918135 0.000809962 0.00101798 0.00153981 0.00251669 0.00362753 0.00301785 0.00223293 0.00150105 0.00379542
threshold=43.938093326450009 -0.065399999999999986 22.604947139800004 22.634947069650003 41.261521012900012 61.923256118600001 9.0990081631500015 61.923256118600001 199.88268747760003 43.132842597400007 85.716110573100011 93.82450029455002 62.00390986255001 61.960894532450006 19.771475517600006 94.319176590550015 312.84386831240005 0.10236000000000002 16.950396043250006 14.351157895250003 16.555386813950005 22.674946976100003 21.850554661550003 163.32842070695003 202.56512036810003 61.944763783650011 22.604947139800004 16.180378051950004 -0.10098 -0.079824999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 6 -5 -4 -2 -6 -9 10 12 21 13 15 -14 -1 17 18 20 -20 -17 22 28 -24 25 -25 27 -27 -12 -30
right_child=1 2 5 4 7 -7 -8 8 -10 -11 11 -13 14 -15 -16 16 -18 -19 19 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.075297438825944252 -0.095073126557216836 0.084408369955047802 0.036903254272043495 -0.069463691379245282 0.084774861684256367 -0.067110788923006356 -0.0082187302075669415 -0.046400469018861898 0.06256744756361754 0.03518754024970875 0.010138994016731379 0.047551411561714524 0.05351305055218563 0.071367901773731993 -0.089135466689940587 0.0072501067165947307 -0.10002886582453806 -0.052738954681622791 -0.10002954051605724 0.019355532910528467 0.067420662787444671 -0.029097774035011549 0.034042237968397601 0.071660988395740546 0.056897723385668744 -0.012478393732359542 0.014706615443887537 -0.097189718577463613 -0.033800435524675612 0.0025879405230644133
leaf_weight=0.0048012440294868943 0.0050070582255443705 0.0030572099265100405 0.0028166385711028141 0.0022291365764885995 0.0020494218440489931 0.0033316272174772621 0.002218907863266395 0.0019790742829552954 0.0016135221085278317 0.0073065935112737171 0.072816385925553589 0.0083915014402009547 0.0012549176303338063 0.0042735354852538867 0.0051635882186968907 0.0055817437739107412 0.0012298575146729709 0.0037329562482284464 0.0015884476102165932 0.0027442429848942851 0.0046473535176119185 0.0089244371527001931 0.022161651022145179 0.0041352885276637599 0.0061976261249583322 0.0053678562364893878 0.0087290734372800216 0.007403157647118519 0.039655088765722338 0.1034156112137188
leaf_count=16 56 18 16 23 11 38 24 40 5 33 826 16 10 16 97 51 28 23 140 32 53 34 59 13 22 48 25 26 299 802
internal_value=-0.000118871 -0.0134901 0.0150355 -0.0308836 0.00355976 -0.01946 -0.0684024 0.032411 0.00253966 0.000867271 8.90214e-05 0.00191572 -0.0148925 -0.00448965 -0.0612455 -0.0178162 -0.00368115 0.00279579 0.0170323 -0.0244133 0.0345872 0.000542175 0.00152231 0.0138029 -0.000287382 -0.0141125 -0.03061 -0.0615842 -0.00154915 -0.00749787
internal_weight=0.353825 0.0243026 0.00920548 0.0150971 0.00787115 0.00614827 0.00722597 0.00564202 0.0035926 0.329522 0.322216 0.287198 0.0350179 0.0285994 0.00641851 0.0243258 0.0195246 0.0182947 0.0145618 0.00433269 0.0102291 0.278806 0.269882 0.0539947 0.031833 0.0256354 0.0215001 0.012771 0.215887 0.143071
internal_count=2900 231 72 159 79 54 80 56 45 2669 2636 2170 466 359 107 343 327 299 276 172 104 2154 2120 193 134 112 99 74 1927 1101
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=13 3 7 13 18 20 10 22 0 18 13 16 12 16 7 0 5 15 20 5 19 0 21 8 16 17 4 3 15 0
split_gain=0.000470393 0.00138974 0.00178246 0.00124097 0.00113712 0.00118561 0.00103735 0.00110935 0.00102428 0.00163578 0.0015401 0.000956472 0.00277859 0.00201482 0.00236382 0.0026047 0.00170414 0.00276797 0.00195941 0.00131672 0.00131538 0.0012516 0.00117721 0.00128953 0.00107004 0.00316972 0.00282768 0.00249093 0.00210572 0.00181435
threshold=95.870416931800023 75.559115756250023 20.562096111400006 92.692659421600013 17.108018746400003 41.24714903835001 90.988176966900014 -0.22089 98.615332683000005 16.402557800150003 103.77179537715001 15.919962772200003 207.71672397260002 17.844958270700005 23.587720440700004 97.32487278035002 16.579584939650001 24.200063469100005 48.008184682100008 26.225713454500006 12.851036860900001 97.483491810050012 13.915737982950001 2.8477776226000002 18.634956423400002 193.52305340940003 195.32149859550003 83.511574906150017 28.777417478550003 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 3 -3 6 8 -6 7 -1 11 10 -10 12 16 14 15 19 -2 18 -18 -13 -15 22 23 -14 25 26 -22 -26 -28 -29
right_child=4 2 -4 -5 5 -7 -8 -9 9 -11 -12 13 21 20 -16 -17 17 -19 -20 -21 24 -23 -24 -25 27 -27 28 29 -30 -31
leaf_value=-0.058254302312517728 0.026093029809463732 0.041342658067886368 -0.095980183886618109 -0.10001344208021329 0.060350114148764046 -0.010548983946954424 -0.048013420248796186 0.036968104378021907 0.0048759183043856928 -0.076014615580924955 -0.1000249718198917 -0.087394033984841066 0.053781751633694912 0.057845521524288304 -0.10002757669759521 0.089545217371464286 -0.1000445973972709 0.035464944154066584 0.044759785302455148 0.025488549556165148 -0.071078539062302729 0.10001267877401412 0.083443575567466038 -0.068274490863686421 0.066145852878867442 -0.092748990762009931 0.093723930428800756 0.0020538825269200071 -0.017349336882038779 -0.039908220914977234
leaf_weight=0.0014205545788286153 0.0095569996715738625 0.0012697823351774931 0.0036979810916741851 0.001123019709594609 0.0063060911878523029 0.0037679402507819759 0.0025070084279265404 0.0088182248832660778 0.012836800533515103 0.0044349027764525309 0.001570822480573498 0.0028985143825028814 0.0017208425472716726 0.0040102899805987127 0.004348975710209757 0.0020186515355362644 0.0051133910863836451 0.003706803992393759 0.0011434209681624452 0.001605802871722517 0.0032400140242749842 0.0044576292548299534 0.002406711943422124 0.0017416270017722724 0.0058579999458743251 0.004803609044969904 0.0036841095505124599 0.22497770437414544 0.0031800760762905611 0.010798563319156074
leaf_count=47 43 16 132 68 42 31 319 191 174 63 30 104 15 19 78 7 106 8 9 79 47 19 11 29 22 75 21 981 29 85
internal_value=-0.000125317 -0.0154956 -0.0608799 0.000760882 0.000751527 0.0338321 0.00964002 0.0237567 -0.000289522 -0.0229082 -0.00656113 0.00112512 0.0181165 -0.000743347 -0.0429215 -0.0048479 -0.00407545 -0.0330127 -0.0735819 -0.047151 0.0010166 0.0600655 0.0297258 -0.00761271 0.000128246 -0.0258729 0.00592046 0.00173241 0.0422653 0.000132016
internal_weight=0.349025 0.0188366 0.00496776 0.0138688 0.330188 0.010074 0.0127458 0.0102388 0.320114 0.0188425 0.0144076 0.301272 0.0298474 0.271424 0.0108719 0.00652297 0.0195206 0.00996362 0.00625681 0.00450432 0.260552 0.0103268 0.00586918 0.00346247 0.256542 0.0149078 0.0101042 0.241634 0.00686419 0.235776
internal_count=2900 773 148 625 2127 73 557 238 2054 267 204 1787 240 1547 268 190 166 123 115 183 1279 74 55 44 1260 172 97 1088 50 1066
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=17 18 21 21 21 4 12 22 14 22 8 9 9 23 22 22 2 15 22 23 18 6 6 7 21 22 0 5 2 15
split_gain=0.00057996 0.000522088 0.000455536 0.00190597 0.00159668 0.00231342 0.00190378 0.00180742 0.00176585 0.00139507 0.00159984 0.00136674 0.00294602 0.00287907 0.0032842 0.00257718 0.00425703 0.00324904 0.00305696 0.00299854 0.00183429 0.00183828 0.00220764 0.00246376 0.00197978 0.00166525 0.00130293 0.0015046 0.00141431 0.00130843
threshold=157.96759137085004 11.257534840550003 2.9845679401500003 2.1194692063500002 4.3636502323000004 169.78633280640003 147.29495425805001 -0.11420499999999999 300.26608985595004 -0.053019999999999991 8.2435668022500028 201.97224908750002 201.2906445504 0.083185000000000023 -0.23771499999999998 -0.10001 126.02137215710002 39.702469286500012 -0.030145000000000002 0.096995000000000012 13.434779691800001 16.355382140900002 14.955349429350003 25.396105459650006 1.3684540793500004 0.27551500000000007 85.694602908050015 18.152162791050003 156.02689307135003 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 3 11 5 -4 7 -7 -8 10 -10 12 13 14 -3 16 -15 18 -17 -20 -13 22 23 -22 -25 26 28 29 -16 -28
right_child=1 2 4 -5 -6 6 8 -9 9 -11 -12 20 -14 15 25 17 -18 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.067889086488544012 0.051511985409084686 -0.080404385359202565 -0.073346367353276778 0.032365818491452474 0.00069664165271552151 0.071527380281141875 -0.066332790181255111 -0.010866130210270183 0.020884199022941127 0.05816031081740522 -0.10005968035201576 0.039163879894400622 0.095294557953597564 0.067546758058617692 -0.10003955049793921 -0.10009936977483445 -0.086423185761492438 0.014611582750281319 -0.077038611511830724 0.048255555040517435 -0.085890531942183226 -0.09302165886898893 0.037212920045209562 0.014586694495536335 -0.10002980047610142 -0.041249834335483709 0.055342605662979272 0.092356246648174392 0.058287194001964061 -0.039287321565797471
leaf_weight=0.0012585309432827643 0.0019653758405387403 0.0024166129802245381 0.0071670063942832476 0.020794863308237765 0.19541949665408925 0.004447192473406858 0.007578996874288535 0.0066339411058358166 0.0024985786427245129 0.002790160054395586 0.0019452342287422653 0.0046672542919168327 0.0035921324647532052 0.007088319718249636 0.0010931245603558242 0.0086532828416720081 0.0024049625224596416 0.0093275748741632469 0.0037552105776573049 0.0038873277249605598 0.0061979223403341157 0.0038167573354748177 0.005469312734931008 0.0083930527055944282 0.0018368524257548211 0.0021046490625657435 0.0056066046230709215 0.008268850733486488 0.0011660501179235894 0.0019761531229960383
leaf_count=96 50 51 30 143 1544 23 73 38 39 26 18 28 12 35 51 60 59 36 50 20 41 26 30 109 28 38 80 35 23 8
internal_value=-0.000129327 0.000119323 -0.000176884 0.00503149 -0.00274178 -0.0230658 -0.00914909 0.0222009 -0.032601 0.00273956 -0.0320578 -0.00116565 0.00742514 0.00195941 0.0297726 -0.0159656 0.0285411 -0.032455 -0.0593955 -0.0133085 -0.0185108 -0.0289792 -0.0178163 -0.0361372 -0.00599351 0.0429434 0.0527275 0.0628533 -0.0183208 0.030681
internal_weight=0.344221 0.342963 0.340997 0.112517 0.228481 0.0330611 0.0258941 0.0110811 0.014813 0.00723397 0.00444381 0.091722 0.0613409 0.0577487 0.022632 0.0351167 0.00949328 0.0256234 0.0162958 0.00764254 0.0303812 0.0257139 0.0218971 0.0164278 0.0102299 0.0202154 0.0181108 0.0158516 0.00225917 0.00758276
internal_count=2900 2804 2754 963 1791 247 217 61 156 83 57 820 558 546 286 260 94 166 130 70 262 234 208 178 137 235 197 123 74 88
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=2 2 12 6 21 6 23 3 6 22 23 16 5 20 20 6 18 6 10 16 19 9 4 15 22 3 16 23 9 17
split_gain=0.000441462 0.00290034 0.00231926 0.00169396 0.00297348 0.00298383 0.00214853 0.00267809 0.0030538 0.00282584 0.0019687 0.00246801 0.00312836 0.00285759 0.0018074 0.00292154 0.00177549 0.00142782 0.00190288 0.00173459 0.00355971 0.00137157 0.00134302 0.0030314 0.00120629 0.00115398 0.00330632 0.00301543 0.0024371 0.0022335
threshold=122.26439358135001 120.54857872840002 141.02784573185002 14.835346625500001 6.9984086918000008 14.785345457250001 0.089475000000000013 93.883646373400012 16.555386813950005 -0.101965 0.13062500000000002 19.214955067100004 20.302496186500004 42.207998345450008 39.468990633150007 16.385382841850003 12.918470885650002 14.755344756250002 71.381251821550009 18.714956236300004 12.751028791950002 195.39349636155001 220.3182238473 39.283112803100003 -0.15605499999999997 93.308316333450009 22.604947139800004 0.11614000000000002 198.36365860590004 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 5 17 7 9 -9 -5 11 -8 -13 16 -11 -16 -14 18 -1 20 -20 -10 23 -2 -6 26 -24 29 -28 -27
right_child=22 -3 -4 6 24 -7 10 8 21 14 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 -23 25 -25 -26 27 28 -29 -30 -31
leaf_value=-0.065888951057291353 -0.075224963322889582 0.070388884072139862 -0.081085062472150096 0.085702566748188477 -0.013770465946436617 -0.10008584676447069 0.044861799637440684 -0.10006366706817844 0.061890406266042947 0.068125875732060734 0.051732565245110496 -0.064719410243678471 -0.023600454453627146 -0.060560857189361897 -0.051192161613439383 0.035087855573141355 0.039312104479451639 0.079864283661699398 0.026382007887940553 0.077137530107261057 -0.07438967820629043 -0.046219533634394572 -0.0041603046195915778 0.028661331726844177 -0.10003734781618297 0.018535691374851292 0.076045991331108453 -0.096349663485493273 0.013139667619400176 -0.030441448385258026
leaf_weight=0.0035782551350891012 0.0073831052310648904 0.0063178144913322845 0.0033519532955637024 0.0096615665153763075 0.0024142806321520993 0.0027599336413679501 0.0067787072654228444 0.0031910725667394502 0.0033765826921026143 0.0061105222775950088 0.005721649992494803 0.011272841980826342 0.0069306108666751234 0.0062395217339421541 0.006044398674191597 0.011190352292032912 0.012716756667941809 0.00257422948925523 0.013620123869458135 0.0035143426323429585 0.0047202526863472363 0.0017985938128219914 0.11870537804139919 0.0045336083000648841 0.0049326698391087822 0.01801417587499432 0.0092701639186998364 0.0041798989372672226 0.018348435727034484 0.019272574369347595
leaf_count=33 96 24 15 32 33 8 38 30 69 23 22 31 29 20 26 28 37 6 137 16 57 19 1439 13 83 229 30 37 75 165
internal_value=-0.000137677 0.00419371 0.0010374 0.00316885 -0.0145308 -0.00088188 0.0105794 0.0274106 -0.0231242 0.0402197 -0.00344311 -0.0106281 -0.0207506 -0.00160366 0.0213964 0.00482859 0.0171197 0.00889405 0.00171071 0.0127787 0.000446454 0.0243176 -0.00314844 -0.0357023 -0.0716892 -0.00108265 0.00309041 -0.0158082 0.0342541 -0.00677935
internal_weight=0.338524 0.138817 0.132499 0.129147 0.0381141 0.0307671 0.0910332 0.0413731 0.00836625 0.0330068 0.0496601 0.0439384 0.0371597 0.0258869 0.0233453 0.0172348 0.0196474 0.0280072 0.025433 0.0218547 0.0183404 0.00517518 0.199707 0.0119167 0.00734695 0.187791 0.146324 0.0414666 0.0276186 0.0372868
internal_count=2900 816 792 777 373 257 404 227 118 109 177 155 117 86 77 54 66 249 243 210 194 88 2084 109 116 1975 1544 431 105 394
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=3 2 7 7 18 6 6 6 20 23 3 5 5 18 21 6 13 5 23 15 10 5 6 15 17 7 7 23 23 16
split_gain=0.000475007 0.00102223 0.000771599 0.0010494 0.00198472 0.00112909 0.00117722 0.00107849 0.00106925 0.0010148 0.00145255 0.00101946 0.00092426 0.00165138 0.00103164 0.00132791 0.000895499 0.000877807 0.00180983 0.00111625 0.000941638 0.00107465 0.00269309 0.00168354 0.0016096 0.00389895 0.00149372 0.00146025 0.00145183 0.00204212
threshold=108.42013948475001 170.32456123625002 19.771475517600006 21.725272673150005 14.708525021850003 18.155424198600006 16.705390318750002 11.865277230300002 38.828362408050005 -0.25445999999999996 97.300676657200015 22.553892743650003 23.721757872050002 13.278511569200001 6.5365111340500013 16.405383309150004 121.87856088575002 22.963361893800002 0.089185000000000028 42.133814420300006 61.917879202350001 21.850554661550003 16.180378051950004 38.469938489650012 189.90635174060003 23.102607264700001 22.296968840150004 0.089185000000000028 0.11308000000000003 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 -1 4 7 6 12 -4 -8 -9 11 -11 17 -14 15 -15 -12 19 -19 20 -5 23 -23 26 -24 -26 -22 -25 29 -28
right_child=1 -3 3 5 -6 -7 8 9 -10 10 16 -13 13 14 -16 -17 -18 18 -20 -21 21 22 24 27 25 -27 28 -29 -30 -31
leaf_value=0.028241353835349682 0.021693877209320006 -0.10003739785167941 -0.080564395924771631 -0.028057040541892422 0.085015518807022711 0.056826826845106759 0.0041855853355433096 -0.10005082828224615 -0.077768381540433126 -0.019352502874062146 -0.10002514860456807 0.064421879503608337 -0.10001909507391522 -0.083171281343799128 0.017377342371924905 0.0073341359753112557 0.014266758215907291 -0.0067614789485954431 0.056060131555236127 -0.049097501321666237 0.041376263777297549 0.066475857030433419 0.031344964555530506 0.003368377476724191 -0.078089880482259733 0.018360051917793201 0.0022671883383988877 -0.065663785466913621 0.028006214123868989 -0.027988787276236313
leaf_weight=0.0095350360564880887 0.0013303970048255112 0.0014327364863548908 0.0040774148097710858 0.010237469116436443 0.0014684160148501482 0.0035400520593480414 0.0028160342189948997 0.0013663373151668887 0.0036625452003136161 0.0029412052524167009 0.0020947315436929959 0.0028700946999578036 0.0023434694206716502 0.0032399260867164159 0.0070511957031271777 0.0032446445522680278 0.0010190443749706901 0.0095473152553608998 0.0088245309192416244 0.0044081848099182244 0.0092946403947848921 0.0088727601660707478 0.012825740617699921 0.005421523869927114 0.0063771386671049859 0.012227645620441763 0.1391990449678987 0.0070475475361888584 0.017120072995810615 0.026565198081698327
leaf_count=116 91 46 58 31 15 37 15 35 32 46 98 28 84 29 50 27 7 37 35 37 51 31 31 25 26 27 1506 31 133 85
internal_value=-0.00013709 -0.0414261 0.000209427 -0.000626614 -0.0257223 0.000681348 1.95418e-05 -0.0370391 -0.0421456 -0.0197945 -0.00750808 0.0220221 0.000949172 -0.0225157 -0.00909746 -0.0378856 -0.0626209 0.00228963 0.0234136 0.000794673 0.00165652 0.00289837 0.0178238 -4.10374e-05 0.00408942 -0.0147 0.00226928 -0.0356488 0.000281769 -0.0025816
internal_weight=0.332002 0.00276313 0.329239 0.319704 0.0158372 0.303867 0.300327 0.0143688 0.00647858 0.0102914 0.00892508 0.0058113 0.293848 0.0158792 0.0135358 0.00648457 0.00311378 0.277969 0.0183718 0.259597 0.255189 0.244951 0.0403033 0.204648 0.0314305 0.0186048 0.192179 0.0124691 0.182884 0.165764
internal_count=2900 137 2763 2647 287 2360 2323 272 47 214 179 74 2276 190 106 56 105 2086 72 2014 1977 1946 115 1831 84 53 1775 56 1724 1591
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=10 19 18 16 15 18 16 23 19 3 14 10 3 17 0 22 18 20 16 22 21 23 20 8 21 8 23 14 23 13
split_gain=0.000505241 0.000812055 0.000720619 0.00116519 0.00201673 0.00100662 0.000944776 0.00136908 0.00127734 0.0015167 0.00214306 0.00150892 0.00147012 0.00123707 0.0018433 0.000926861 0.00114634 0.000920342 0.000800687 0.00124609 0.000700608 0.00215685 0.000885674 0.00143819 0.00233147 0.00167882 0.00267372 0.00212215 0.00130355 0.0020924
threshold=90.988176966900014 10.850875481800001 17.327266398450003 17.654958715000003 23.214301336750001 17.454031341500002 14.184966829400002 0.080515000000000017 11.950964240300001 79.47351079420001 348.95507676460005 80.288113607700012 78.908934586800015 177.12746680985003 106.56510337475001 -0.031989999999999998 15.103091397600002 37.511241581900002 9.744977212000002 -0.092864999999999989 18.561626803950002 0.098200000000000023 47.833738492450003 4.9461400813500012 9.3294251869500027 7.943800736700001 0.088670000000000013 202.39397826835003 0.086945000000000022 116.20860268865
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 11 10 17 12 -8 -1 -15 -9 -17 -10 -7 -20 22 -22 23 24 -11 26 -25 -28 29 -24
right_child=1 -3 3 -5 -6 18 8 15 9 20 -12 -13 -14 14 -16 16 -18 -19 19 -21 21 -23 28 25 -26 -27 27 -29 -30 -31
leaf_value=0.03193287377211939 -0.10000908811560033 0.015438570250397 0.094911970724374795 0.10001010507456082 -0.10002269254423575 0.053871636841039211 -0.073431390233371099 -0.1000263019796761 0.0063652023387878003 -0.088445760573803919 0.048164031340786416 0.094178057177327301 0.046546118631187572 -0.08750512030626835 0.018351258249895988 0.059051963112806506 -0.074632427169214241 -0.1000219672068234 -0.10001186059702426 0.016325021908521805 -0.075534812741211405 0.056481686010448451 -0.070658434203644968 0.07323618820491623 0.032363145374722811 -0.00023602563401534506 0.063412508664030559 -0.074111670207577515 0.080983039821817759 0.059874020407089217
leaf_weight=0.0053388919987962247 0.0012888870658092069 0.0011555020490536805 0.0018162040331901616 0.0017191078004543678 0.0014143579400638382 0.0029346813912507486 0.001590420767570321 0.0031269975546457385 0.0010109042578068097 0.0044055696663969348 0.0017744716996166421 0.0031390012311476312 0.0028540240161873953 0.0031852574272168699 0.0034018013108543244 0.0010897871887616253 0.0015590916036579694 0.0041567680930043593 0.0012156894874944006 0.0037941998530649475 0.0039270479565303154 0.0018069970220579989 0.0022474594843382434 0.0078098325263358248 0.002506227322449206 0.24693587686675789 0.0018101762561855139 0.0029517449070226576 0.0034124037192668766 0.0027073180760197602
leaf_count=116 249 70 13 8 22 25 13 116 29 243 29 28 38 96 48 15 61 74 51 53 43 14 51 40 73 1209 8 36 8 21
internal_value=-0.000141163 -0.0454351 0.00019883 0.0233665 0.0115761 0.027747 -0.000756345 -0.0231953 0.000589922 -0.000478767 -0.0466524 0.0411003 0.00361281 -0.00384144 -0.032837 -0.0631569 -0.0196327 -0.0792104 0.0123925 -0.011905 0.000663908 -0.0339318 0.00138583 0.000379716 -0.0446403 0.00157879 0.0372256 -0.0218338 0.0334214 0.000665227
internal_weight=0.328087 0.00244439 0.325642 0.0128942 0.0111751 0.00976077 0.312748 0.0177018 0.295046 0.287463 0.00694214 0.00758345 0.00444444 0.011926 0.00658706 0.00577588 0.00264888 0.00516767 0.00794457 0.00500989 0.280521 0.00573404 0.274787 0.266419 0.0069118 0.259508 0.0125718 0.00476192 0.00836718 0.00495478
internal_count=2900 319 2581 172 164 142 2409 452 1957 1878 132 79 51 260 144 192 76 103 129 104 1746 57 1689 1609 316 1293 84 44 80 72
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=16 22 23 16 16 23 6 21 20 21 12 2 20 18 9 23 21 17 13 18 22 23 4 5 6 6 2 22 2 20
split_gain=0.00048065 0.000557348 0.00126224 0.000559406 0.00142765 0.000882341 0.000780778 0.00147214 0.00102304 0.00229455 0.00231066 0.00228146 0.00220682 0.00282796 0.00337912 0.00202101 0.00194059 0.00171725 0.00158155 0.00201273 0.00157351 0.00282843 0.0019858 0.00150117 0.0017759 0.00242959 0.00149168 0.00135747 0.0012602 0.00123465
threshold=7.4549825670500001 0.68694500000000025 -0.16319499999999998 9.6249774926000011 11.934972090850001 -0.22253999999999999 5.0951190466500007 20.076345264900002 43.19689381845 6.655069997600001 197.02116758845003 128.59294673040003 42.718072821900002 13.197799034350002 201.63419974125003 0.087530000000000011 6.338788634150001 186.34046889365004 98.238948544700023 18.645258535250004 -0.08459499999999999 0.083415000000000031 208.63771838305004 13.999568943650003 13.665319288000001 13.775321858200002 272.54268549905004 -0.50001499999999999 169.65174180905004 34.542090938800008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -6 12 16 11 17 18 -14 15 -15 20 -11 19 -8 22 -22 -10 -20 29 -26 -16 28 -27 -25
right_child=1 2 -4 4 6 -7 8 -9 9 10 -12 -13 13 14 26 -17 -18 -19 23 -21 21 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.057063960261824545 0.031486150608092865 0.099452098541624998 -0.013197702053552893 -0.0057119747309311054 -0.078966564494646618 -0.10001438132864796 -0.095063541250311301 0.058580873948026559 -0.01128789560280161 0.052470675804623668 0.023055204077794818 -0.086207168567377979 -0.10006263764621587 0.066085957563201222 -0.090075090199609686 -0.025569557511380955 0.093052954786001452 -0.037651178040103456 0.041666631980425944 0.060994776658533825 0.043099298406793662 -0.10004898724656144 0.068332853925150094 0.03548906928956317 0.075573521121644088 -0.064972953474337722 -0.0013055422008995973 0.0024962083558556611 0.0063386909874996334 -0.05918863466484188
leaf_weight=0.0014765833696684374 0.00542641728995119 0.0017970560706999095 0.0022277099353118493 0.0017288630315892561 0.0030271439687884474 0.0023284753796788396 0.0034495610679945434 0.0010473257261764957 0.0048621200771066233 0.0033981491215229198 0.013780505235683194 0.0053219016164334229 0.0047900514323304657 0.0055370283050422131 0.0055941798051719616 0.0042541005003045029 0.0047663671362556661 0.0055964828245578246 0.0091361661846747211 0.0010868199156490732 0.0029837826810017462 0.0025684726224426413 0.0088052492592680665 0.0016771349618807108 0.0044181863746644004 0.0058943449835311412 0.002861175056295906 0.19227471869000312 0.0042756856966832402 0.0077060972396125749
leaf_count=183 163 7 35 52 220 198 92 16 30 29 123 62 62 28 36 21 15 34 85 16 25 20 52 18 22 48 19 1032 21 136
internal_value=-0.000140152 0.000120379 0.0371004 -0.000346782 -0.000898364 -0.0598314 -0.000124823 -0.0436106 0.000456027 0.0132187 -0.00617448 -0.0343098 -0.00217179 -0.0316798 -0.013728 0.026263 0.0359358 -0.00360337 0.000784745 -0.0576753 0.021771 -0.0231211 0.040008 0.0019614 0.000283896 0.00221395 -0.0600367 0.000612943 -0.0349921 -0.0422662
internal_weight=0.324098 0.322621 0.00402477 0.318597 0.31317 0.00405734 0.309113 0.00407447 0.305038 0.052083 0.028097 0.0143165 0.252955 0.0230365 0.0182465 0.00979113 0.023986 0.00899463 0.229919 0.00453638 0.0192196 0.00555226 0.0136674 0.225382 0.216246 0.206863 0.00845535 0.202445 0.01017 0.00938323
internal_count=2900 2717 42 2675 2512 250 2262 236 2026 390 248 125 1636 166 104 49 142 63 1470 108 127 45 82 1362 1277 1123 55 1101 69 154
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=3 2 7 18 9 17 22 20 18 18 12 7 20 16 7 7 21 21 2 20 20 3 18 16 10 9 9 19 21 3
split_gain=0.000451691 0.000845181 0.000593951 0.000882845 0.00240658 0.00191282 0.00154497 0.00101233 0.000976776 0.000888296 0.00218263 0.00299921 0.0017126 0.00187442 0.0028606 0.00220763 0.00251969 0.00247347 0.00238224 0.00207008 0.00166504 0.00152977 0.00148456 0.00237984 0.00266689 0.00263704 0.00228721 0.00172171 0.0014191 0.00135886
threshold=108.42013948475001 170.32456123625002 19.771475517600006 12.903279561150002 195.51131808980003 177.48499193625003 -0.069554999999999992 38.115457128050004 12.848040995400003 13.482409244300003 105.35624869990001 22.446731871300006 44.086690780350004 22.584947186600004 23.031046061850002 22.806258769100005 1.8462237188500004 4.7627705569500014 173.31297745125002 42.718072821900002 41.902916368500009 93.794927255050013 13.5308213324 22.604947139800004 62.106071271500007 199.21354841250005 204.88165762580005 14.451165964200003 10.326533582900002 93.168516510700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 -4 -8 10 11 -5 13 14 20 19 -17 -18 -19 21 -12 -15 -11 24 27 -25 -27 -24 -20 -26
right_child=1 -3 3 9 5 -7 8 -9 -10 22 12 -13 -14 15 -16 16 17 18 28 -21 -22 -23 23 25 29 26 -28 -29 -30 -31
leaf_value=0.025374079632748726 0.016602010877399358 -0.10003355526696958 -0.016078305709900136 0.001502422959069427 -0.043584713899415622 0.077241483492893864 0.02882447529370756 -0.093641443916774106 -0.048489318869950386 -0.053975707877520207 -0.025328106239927758 0.087667265642579692 -0.060769236380040337 0.0051023946383346869 0.071520162151999023 0.050377686368917686 -0.094654894687755828 0.01471473280787197 -0.010755092457904339 -0.050451457451912811 0.047035867051981352 0.066300660684452825 -0.10006039876844025 0.085411820959735957 -0.0013817669138663777 -0.035771986139749065 0.042118376894420446 -0.0054071752438783066 -0.10006611708376484 -0.072365801375620029
leaf_weight=0.0090945215128801493 0.0012238568174407485 0.0012618456077353457 0.002373263642624579 0.0085216000087200428 0.0020296965704318373 0.0036964062820459276 0.0036279479522569611 0.0057831567504855741 0.0029733910013760578 0.0055259359345427575 0.0090802635450870639 0.0076807520745205684 0.0041284991899317438 0.0086861019007002938 0.0093292402358997606 0.0037692382925342818 0.0057326126401733282 0.0094035979480864285 0.0031276981839205567 0.003538992685015451 0.0048930633594940218 0.0077102643816857599 0.0047533676504656341 0.0061322913940102799 0.15983507089042875 0.0067400404027466729 0.0085553401681295327 0.0032258918743508502 0.0041261659155580332 0.0027431038676992694
leaf_count=116 91 46 29 33 38 24 31 47 13 22 68 26 40 33 26 19 26 30 23 36 26 35 25 29 1800 30 54 24 29 31
internal_value=-0.000145164 -0.042607 0.000187986 -0.00055637 -0.0206139 0.034413 -0.0419647 -0.071073 -0.00599939 0.000873994 0.00912465 0.042349 0.00180323 0.00552572 0.0286403 -0.00615956 -0.0252641 -0.0379979 -0.0184996 0.0189095 1.17079e-05 0.0338804 -0.00287423 -0.00140337 -0.00534968 0.030008 0.00779532 -0.0617936 -0.0615573 -0.00257945
internal_weight=0.319303 0.0024857 0.316818 0.307723 0.0204839 0.0057261 0.0147578 0.00815642 0.00660134 0.287239 0.0897281 0.0162024 0.0735257 0.0693972 0.0233026 0.0460947 0.0261593 0.0223901 0.0166575 0.0199354 0.0139733 0.0163964 0.197511 0.191985 0.170557 0.0214277 0.0152954 0.00797926 0.00725386 0.162578
internal_count=2900 137 2763 2647 182 62 120 76 44 2465 450 59 391 351 120 231 127 108 82 104 94 68 2015 1993 1880 113 84 49 52 1831
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=13 8 10 6 21 7 22 18 17 16 0 6 17 15 2 3 18 23 0 7 18 6 7 5 20 6 0 10 17 23
split_gain=0.00041796 0.0012412 0.00150882 0.00150953 0.00203068 0.00131198 0.00133744 0.000912263 0.00111285 0.00111683 0.000752026 0.00140735 0.00176698 0.00120631 0.00107248 0.00161364 0.0007439 0.00223863 0.00169312 0.00106421 0.00100101 0.00096619 0.00229257 0.00217134 0.00160878 0.00171266 0.00134472 0.00438823 0.00130779 0.00205298
threshold=95.870416931800023 2.9476996444500005 84.600400448950026 3.6650856341500009 18.904039828500004 21.061418062900003 0.23643500000000003 17.140917755100002 220.68978861510001 17.164959860850004 98.615332683000005 12.26528657645 205.32027903760002 23.304416445750004 167.29597799085005 75.456954347300012 15.312071772700003 0.088990000000000027 96.249489528150022 25.543847821650001 15.409823741150001 14.835346625500001 24.176224535650004 17.671168838450004 43.124157941850008 13.775321858200002 93.776108048200015 68.961639504150014 198.12422587605002 0.09721500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -7 10 -9 -10 16 12 14 -13 -12 -16 21 18 20 -19 -18 22 28 -23 25 -24 27 -25 29 -2
right_child=7 -3 3 -5 -6 6 -8 8 9 -11 11 13 -14 -15 15 -17 17 19 -20 -21 -22 23 24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.054235514633690744 0.022694661750600531 -0.073073880366926677 -0.1000085982396014 0.071991256328862621 0.049976507125466731 -0.10002069376077471 0.010437992459482855 0.065342812192823493 -0.059009504475139141 0.045954444327285571 0.036549075678243691 -0.10002550051587474 -0.1000165543540921 -0.0048783806903060847 0.062526103147882359 -0.096677917718610049 0.037157865274186817 0.0038868926201730924 0.067991709115662671 -0.076180221014568131 -0.064664020729104543 0.074138798308705775 0.017770423764613984 0.0016793031657235038 0.020551326098002587 -0.065423263973656859 0.035588623706742054 -0.090714088533205131 -0.062380267034238615 -0.078725045117658085
leaf_weight=0.0011995834156550769 0.02185199072015731 0.003062902983563597 0.0016558521068813434 0.0037778859725424163 0.0019846659185986937 0.0032252255452913658 0.0016605198689472189 0.0047405451837363444 0.0020077385070180753 0.0020474131788432715 0.0068899114047997756 0.0033321809025892426 0.0015343794039175416 0.0022204218351191685 0.0010128703568170749 0.0017139879901932886 0.0020418435756255357 0.0045506384715281447 0.0090687281390273711 0.0026133941881880673 0.00183160325986087 0.0041484405082883305 0.0029951001633889964 0.18425900469349943 0.003848104651325456 0.014236735081624374 0.01066937175406224 0.0052880496853023864 0.0025132463517536499 0.0021965344121781518
leaf_count=15 221 260 250 74 17 136 21 30 23 17 74 53 47 45 8 42 7 31 45 35 34 15 30 1093 37 137 38 24 18 23
internal_value=-0.00014161 -0.0156008 -0.00256483 0.0277097 -0.0182427 -0.0394715 -0.0624791 0.00071893 0.0324446 -0.00601406 -0.000247252 -0.0208428 -0.000360268 -0.0619773 0.0155401 -0.0375428 0.00101701 0.0195277 0.0443534 -0.0253211 -0.0109898 -0.000459856 -0.0132842 0.00252976 -0.0379084 -0.0509632 0.00104604 -0.00089832 0.00625803 0.0134312
internal_weight=0.314179 0.0165666 0.0135037 0.0074184 0.00364052 0.00608533 0.00488575 0.297612 0.0087957 0.00405515 0.288817 0.0167038 0.0111511 0.0055526 0.00961677 0.00272686 0.272113 0.0201062 0.0129422 0.00716403 0.00387345 0.252007 0.0476417 0.204365 0.0210799 0.0172318 0.200216 0.189547 0.0265618 0.0240485
internal_count=2900 773 513 341 267 172 157 2127 70 40 2057 269 171 98 124 50 1788 152 86 66 41 1636 466 1170 204 167 1155 1117 262 244
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=23 23 12 15 20 20 22 18 22 8 20 9 22 20 9 9 17 21 12 22 16 0 2 12 2 23 23 17 23 17
split_gain=0.000403866 0.0011359 0.00160001 0.000646073 0.000645495 0.000812537 0.000891481 0.000715483 0.000551503 0.000535896 0.00104703 0.0010004 0.00114069 0.000813893 0.000786552 0.000932206 0.00116599 0.00158564 0.00102581 0.000973067 0.00238041 0.00154044 0.00150714 0.00105703 0.00261238 0.00166141 0.00319656 0.0017176 0.00178601 0.00194625
threshold=-0.27223499999999995 -0.49570500000000001 151.63308792200004 22.863620006050002 32.785955158400007 34.542090938800008 -0.093604999999999994 13.340835220050002 0.68694500000000025 1.6487133604500002 49.842240509300005 53.944017839150007 -0.24103499999999997 51.779769178100004 64.606296034500005 66.290220196950017 173.06150329755005 0.12836581325000004 72.692757749350008 0.20327000000000003 20.394952307700002 92.464140480550014 59.615984903700003 148.24135922650004 120.54857872840002 0.088165000000000021 0.085880000000000026 199.55131508320002 0.090390000000000012 181.49225329600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -2 9 10 -7 12 -11 -12 -13 -16 17 -17 -18 22 21 -21 -20 24 25 26 -24 28 -27 -30
right_child=4 -3 3 -5 5 8 -8 -9 -10 11 13 14 -14 -15 15 16 18 -19 19 20 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.10003455378464686 0.007658460902561285 -0.082163707025341523 -0.0062966969981853574 0.076529693886109584 0.069825882892668403 -0.071399221667812249 -0.0025153222907872623 -0.10004965224454881 0.03867482414790116 -0.032673307412068475 0.04642129705503209 -0.041266647210391902 0.053706882848079576 -0.050798571891428536 0.058256202827251073 0.024366113881998944 0.050866494942695933 -0.063130025827193612 -0.055099980042415779 -0.062462624610508791 0.08448208883421314 0.029422213634735198 0.0043966907864525498 -0.0061076524446046151 0.069444689118363295 -0.047361613092420131 0.076549242157759739 -0.055513567303645053 0.062739278671342255 -0.0017726149741164661
leaf_weight=0.0011462104751482904 0.001144468750458926 0.002266092510937622 0.0018935949661855744 0.0018735844928698953 0.0035323899749855059 0.0030684604753353764 0.0032901830981200133 0.0013375083640180807 0.0036470356654945127 0.0019875509417772719 0.002183280315116054 0.0047317999994476159 0.0066228957701639501 0.0014219316170969165 0.0027062517951463852 0.0030470530361581261 0.0039872244274192772 0.006467479624260114 0.0051617627270843505 0.0030133234412232923 0.0045594013145091594 0.0046249123266051129 0.029397212140544582 0.1382597542077022 0.0063600822310938545 0.0071630937103464012 0.0077612473312314014 0.0066659673395079713 0.0053930437155083047 0.035196784707871132
leaf_count=41 35 72 36 19 40 202 39 104 39 32 66 87 88 94 17 52 16 204 33 19 28 33 129 1056 29 30 29 56 27 148
internal_value=-0.000152245 -0.0235936 0.00341939 0.0348965 0.000403681 0.000823512 0.0349394 -0.0503842 3.02737e-05 -0.000456088 -0.0284651 0.000204169 0.0337677 0.00807681 -0.000848658 -0.000139707 -0.000731465 -0.0351092 0.000538562 -0.000252854 0.0273039 -0.00682683 -0.0016455 -0.000477324 0.0074711 0.00316701 0.0194671 -0.00796308 -0.00132537 0.00679888
internal_weight=0.309912 0.00717948 0.00491339 0.00376718 0.302732 0.30025 0.00682257 0.00248198 0.293428 0.289781 0.00667367 0.283107 0.00861045 0.00360521 0.274496 0.269765 0.267058 0.00951453 0.257544 0.253557 0.0121976 0.00763824 0.241359 0.236197 0.0979374 0.0915773 0.0371585 0.0544189 0.0477529 0.0405898
internal_count=2900 168 96 55 2732 2593 79 139 2514 2475 362 2113 120 160 1993 1906 1889 256 1633 1617 80 52 1537 1504 448 419 158 261 205 175
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=17 18 4 15 9 9 0 21 21 20 9 9 9 19 19 12 15 16 7 9 20 22 21 9 18 18 18 17 14 21
split_gain=0.000384461 0.00184811 0.00207024 0.00229643 0.0021691 0.00194273 0.00176604 0.00175539 0.00179581 0.00206282 0.00199853 0.00290494 0.00178964 0.00163577 0.00196704 0.00159417 0.00164998 0.00155967 0.0013936 0.00364021 0.00198218 0.0017442 0.00158703 0.00140586 0.00136048 0.00224232 0.00215208 0.00134074 0.00132463 0.00121444
threshold=188.07781354100004 13.316069313700003 248.34582299520005 41.863529088250004 195.39349636155001 185.04294426330003 86.001087134900004 3.4240268213500005 4.6945295958000006 39.56957118270001 198.78883073475004 195.74493321760002 197.33595066125002 12.451004585100002 13.251069136700002 96.350437043050007 27.706191659600005 22.684946952700002 23.162127797100002 190.58777288605003 38.938637541200009 -0.095019999999999993 3.6826023594000006 104.11289958150002 13.482409244300003 13.400856420150001 13.5308213324 187.59608338195002 175.50005449115002 6.450325770250001
decision_type=2 2 2 2 2 2 2 2 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 5 -2 -7 12 -9 29 11 17 27 -14 -15 16 -3 -11 19 21 -21 23 -23 -17 25 -20 -26 -1 -12 -10
right_child=1 15 3 -5 -6 6 -8 8 9 10 28 -13 13 14 -16 18 -18 -19 24 20 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0018560268593236903 -0.00064768136159021534 0.0042703236595562693 0.023667298640485678 -0.0819370792182742 -0.016736035970503101 0.035319614868244954 0.10001754779204303 -0.068226883529248508 0.074403638598052255 -0.011353337730348967 0.0013974291615751046 0.088349095119466869 -0.033827929090596086 0.099319515006834891 0.0062113366959018097 -0.00043859554533123797 -0.073093338712486702 -0.10004891778817869 -0.0059260359354733581 -0.0062404474344690819 -0.086206760660113846 -0.075389327976404269 0.02948826372925635 0.10002371981778845 -0.076370397487991779 0.086195535050965846 0.0033875333130313715 -0.10008206531713566 -0.095817493086078856 -0.019144875205533526
leaf_weight=0.018706456126448168 0.0057669889120006692 0.0049657175942803278 0.0048343842909304158 0.0035870020567790872 0.0063318248195400875 0.0087341545444132862 0.0081616247807687614 0.0060128864659765293 0.0041754545981556026 0.030445490008524256 0.0019701553379247718 0.0028386253733074787 0.002187905128344326 0.0056791792196406732 0.0037787520099854532 0.0023694042173847407 0.0061973496414111651 0.0021206612471829081 0.0054693817787665466 0.0048792131752861687 0.0084995481194738431 0.0026879063880187459 0.0031148885056495601 0.0033800334203988314 0.0034716981526798909 0.0051117127305815302 0.13251989510736567 0.0013858296451149657 0.0048570139868482354 0.0020785137213819027
leaf_count=307 20 40 22 51 23 33 21 87 22 485 24 10 59 21 30 42 33 13 23 14 44 14 34 6 14 17 1273 10 64 44
internal_value=-0.000132601 0.00208505 0.0223326 -0.0213138 0.0350096 0.0494669 0.0665724 -0.00579219 -0.0166799 -0.0102874 -0.0182249 -0.00867221 0.0129036 0.0440941 0.0621198 -0.0020623 -0.0386793 -0.0171291 0.000321079 -0.0215358 -0.0570432 0.0195856 -0.019092 0.0586221 0.00403879 0.0385778 0.00135141 -0.00517497 -0.0677636 0.0433127
internal_weight=0.30632 0.220083 0.037416 0.00842139 0.0289946 0.0226628 0.0168958 0.0862369 0.0544988 0.0484859 0.0422319 0.0354048 0.0317381 0.0116458 0.00945793 0.182667 0.0111631 0.0325662 0.171504 0.024931 0.0133788 0.0115522 0.00580279 0.00574944 0.146573 0.0105811 0.135992 0.0200923 0.00682717 0.00625397
internal_count=2900 1724 170 73 97 74 54 1176 749 662 596 508 427 110 51 1554 73 498 1481 154 58 96 48 48 1327 40 1287 317 88 66
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=13 10 13 16 20 18 9 19 23 23 23 6 18 15 7 6 18 17 18 13 6 5 20 6 6 17 9 16 0 17
split_gain=0.000378449 0.00331778 0.00338161 0.00317702 0.00189194 0.00253717 0.0017672 0.00158281 0.00253101 0.0014431 0.0014127 0.00127033 0.00220143 0.00368099 0.0031483 0.0016768 0.00209407 0.00269359 0.00219687 0.00199374 0.00313858 0.00244827 0.00217817 0.00247958 0.00204686 0.00198136 0.00190364 0.00211233 0.00159651 0.0022278
threshold=112.82921081865001 66.318885161900013 113.85351336640001 19.974953289850003 38.441102963850007 13.373311100250001 193.60452210450003 14.251149826300002 0.10371000000000001 0.25847000000000003 0.11467000000000002 16.135377000500004 13.713893333650001 41.211223942950006 23.699538637550003 16.375382608200002 13.3584252364 188.16174763880002 13.064341268650002 117.64961624655002 16.445384243750002 22.782602051550004 39.56957118270001 16.575387281250006 16.565387047600002 191.27887671285004 197.89372115420002 22.584947186600004 86.345209775600011 189.27091549140002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -4 10 -1 -6 14 -14 15 25 17 18 19 20 -17 -21 -22 -24 -23 -13 27 -18 29 -19
right_child=1 -3 4 -5 11 -7 -8 -9 -10 -11 -12 12 13 -15 -16 16 26 28 -20 21 22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021651449865271589 -0.089391542312782207 0.062980426303463719 -0.081326551720001639 -0.077587369815368498 0.023144073721632845 0.078526653380638398 -0.037712406403610031 0.082010539083635162 0.10001447714680792 -0.10002367364906338 0.046656464071293709 -0.10006024407276298 -0.078994901146359112 0.007314331318708513 0.061543574101729476 0.096859968983512762 0.0392045614450496 0.05694514648992164 -0.084201291347526491 -0.088591255071999553 0.097315389445612535 0.092338293382396019 -0.048134207661910122 0.061373609502073247 -0.028519738378576839 -0.0076282003919550152 -0.075993926823943625 -0.042145642944136891 0.06552882452788851 -0.0077795248602225489
leaf_weight=0.11672811421384413 0.0041476910504985023 0.0087429712330049369 0.0020478206613070427 0.005640616730374858 0.01747299730686791 0.0071647187432972706 0.0056259240113831765 0.0037373499471868854 0.0012331359030213207 0.0014503121253141285 0.0062439065768613014 0.003835495538298872 0.0099714757328115411 0.0097957021611421169 0.0077420024601906326 0.0040126554137529516 0.0055030722635933671 0.0082673046691041918 0.0037163471598840028 0.0048439924881904517 0.0018099120043189041 0.0019019293126234516 0.008344322071090593 0.0027488583029793298 0.0053239278143557556 0.0058657404149897729 0.0059993076610389542 0.0075999619450612954 0.0087106414766822127 0.014906027345324091
leaf_count=1782 34 33 53 49 81 23 24 19 3 39 60 24 46 48 31 18 17 29 30 20 8 13 56 94 62 24 33 37 23 87
internal_value=-0.00011782 0.00297327 -0.000258702 -0.00418352 0.00207847 0.0309832 0.00404328 0.0375149 -0.0131702 -0.000855797 0.000313773 -0.00205947 -0.00570203 -0.036224 0.000263801 -0.0048163 -0.000254113 0.00834864 -0.0118163 -0.00253552 0.0196183 -0.0335838 -0.00440264 -0.0209985 0.0032915 -0.0441723 -0.0293404 -0.00797981 0.0290309 0.0153116
internal_weight=0.301134 0.171071 0.162328 0.130063 0.158181 0.0198089 0.0126442 0.00701831 0.00328096 0.124422 0.122972 0.138372 0.120899 0.0197672 0.101131 0.0933895 0.0836883 0.0645859 0.0327019 0.0289856 0.0169157 0.0120698 0.0129031 0.0110932 0.00722586 0.00970124 0.0191023 0.013103 0.031884 0.0231733
internal_count=2900 970 937 1930 903 122 99 75 56 1881 1842 781 700 94 606 575 527 440 301 271 176 95 158 150 75 48 87 54 139 116
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=12 17 10 8 10 13 2 21 7 12 7 12 16 15 10 0 19 10 0 16 4 21 21 20 17 15 16 20 7 18
split_gain=0.000380381 0.00167302 0.00224299 0.00158595 0.00126888 0.00143867 0.000943238 0.000845663 0.000812664 0.000674943 0.00119121 0.00117523 0.00115829 0.00148999 0.00124103 0.00152828 0.00122293 0.00094131 0.00156095 0.000834924 0.00169845 0.00204101 0.000829821 0.000867231 0.000776333 0.000706141 0.00060738 0.00203957 0.00185994 0.0012075
threshold=327.98456567570003 208.75622138895002 65.727424373200009 5.5456722124000004 74.986474174450009 117.55283175385001 297.58713971970008 7.7850244945500009 23.9444576715 286.25174907180002 23.974509389900003 277.64210379030004 13.534968349350001 17.382777826050003 83.715897724050009 100.67200315280002 11.950964240300001 80.288113607700012 101.72050182365001 15.054964794950001 233.74578482015002 6.5365111340500013 8.8712712239000009 41.621607100200002 169.94681044690003 15.867801003350001 15.604963508800003 40.878805547300004 24.176224535650004 15.103091397600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 -2 9 -8 -6 11 -11 12 13 14 15 25 17 18 24 20 -18 -22 23 -12 -14 -1 27 28 -21 -30
right_child=1 2 3 -5 8 -7 7 -9 -10 10 22 -13 16 -15 -16 -17 19 -19 -20 26 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10001433222618572 -0.089572388706912628 0.090868564117642062 0.070763063894605044 -0.082177094404454434 0.063178419372461311 0.0061596928506621393 -0.021620058226054822 0.075222381211114603 -0.032807403734202129 -0.083724464893696726 0.013105624053129029 0.068887271958958982 -0.012278466750962218 -0.10001788388887221 -0.064892806689008639 0.061722821098541214 -0.10003009683866393 0.073236487403337699 -0.072323689782109776 0.039422294460107851 0.052454868356490381 -0.078527496598975038 0.036173896191459928 -0.072399405638468459 0.086895116241918383 0.011910621547245957 0.00012329582920716757 0.071787107698284836 -0.10004663547413228 -0.00095652998132509076
leaf_weight=0.0011699727635741952 0.0052599746957415761 0.0029106974444630387 0.0010121154597073634 0.0020540527918662121 0.0016409262557814941 0.0022376141827180618 0.001274005555412904 0.0030856541444297392 0.0019072982524354631 0.0025914151522048456 0.0022861408240811842 0.0025272083363260247 0.0013044869198104436 0.0024667661375641367 0.0028456601266246551 0.0031482278608285785 0.0024861871643793157 0.0041058924665371421 0.0016113352714874907 0.004600920757340532 0.003036123067563512 0.0019561248392108155 0.002962800781484809 0.0024653474591840308 0.0019987189623407176 0.0010877667243016642 0.21870390831821362 0.0051570859529590516 0.0023876495553167842 0.0025359423026429795
leaf_count=70 97 19 23 47 18 23 31 35 81 33 48 33 25 125 301 51 47 42 13 15 28 29 38 35 24 25 1470 34 16 24
internal_value=-0.000114306 -0.0146248 0.0279938 -0.0316929 -0.0376856 -0.0610017 0.000774863 0.0469225 0.0115826 3.90845e-05 -0.0250655 0.00102232 0.000364201 -0.0318261 -0.0114406 0.0166963 0.00174495 0.0378945 0.00836784 0.000391137 -0.0324993 0.00113172 -0.00536049 -0.0312593 0.0477299 -0.0460895 0.00144505 0.0211346 -0.00629147 -0.0490093
internal_weight=0.294818 0.0170227 0.00597687 0.00306617 0.0110458 0.00749759 0.277795 0.00435966 0.00354822 0.273436 0.0103057 0.26313 0.260603 0.0107184 0.00825163 0.00540597 0.249884 0.00902043 0.00491454 0.240864 0.00747844 0.00499225 0.00771429 0.00475149 0.00330321 0.00225774 0.233386 0.0146816 0.00952451 0.00492359
internal_count=2900 308 89 70 219 120 2592 66 99 2526 154 2372 2339 572 447 146 1767 104 62 1663 104 57 121 83 49 95 1559 89 55 40
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=15 22 7 6 16 16 16 10 19 20 18 8 23 22 5 13 2 23 21 22 15 9 10 22 23 15 22 2 6 23
split_gain=0.000349997 0.0014196 0.000938182 0.000490927 0.000452067 0.002623 0.00224665 0.00299051 0.00148006 0.00145398 0.00175244 0.00157049 0.00153689 0.00403694 0.00349842 0.00319432 0.0025858 0.00254369 0.00203757 0.0028513 0.00325807 0.00279074 0.00210259 0.00181717 0.00196582 0.0017782 0.00139641 0.00134778 0.00129858 0.00127198
threshold=46.574831689400007 -0.082314999999999985 23.539316666200005 16.315381206250006 20.394952307700002 19.974953289850003 20.674951653000004 65.727424373200009 14.251149826300002 38.441102963850007 13.373311100250001 8.543332867800002 0.083415000000000031 -0.083135000000000001 21.197160116700001 117.38883580790001 133.77145172410005 0.091545000000000029 10.048480919900003 -0.067574999999999996 41.403124198950003 195.74493321760002 62.041548276350007 -0.082885 0.086520000000000027 41.018034898650008 -0.12835499999999997 91.18717909130001 16.355382140900002 0.25847000000000003
decision_type=2 2 2 2 2 2 2 2 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 5 29 8 9 -6 10 11 -8 13 16 17 -16 -11 27 19 23 21 -21 -20 24 -17 -15 -26 -14 -19 -1
right_child=1 3 -4 -5 6 -7 7 -9 -10 12 -12 -13 14 25 15 18 -18 28 22 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00024180298528806923 -0.057100392838429215 -0.015964953334170983 0.045669351810291921 -0.10002489232413872 0.096766232952191833 -0.080674908089849548 0.044356555428318512 -0.074785266670490999 0.013175440189123337 0.012299114852879038 0.074613276845695367 -0.029201149090581937 -0.029831502233754678 0.084830978157932752 0.052931129823020763 0.026318527448848234 -0.080267364943044969 0.031894232550103735 0.043852730837909713 0.030904683593228389 0.059784636324999446 -0.081529942341600381 -0.020936651745920243 -0.10007496802411478 -0.010371410480794966 0.014874187614392652 -0.091505161187262415 -0.093944744846460995 -0.032098475172102466 -0.10002049684748125
leaf_weight=0.12468761489339317 0.001251996376852138 0.0010334346338822789 0.0030578237852694201 0.0021200608564200252 0.0041563133910926808 0.0043015214529873438 0.0058864463135250844 0.0050010888677434187 0.0043195666510200681 0.0087880856810897967 0.006008140444464515 0.0057259749632976309 0.0056110549703589649 0.0088329078270135142 0.011931229483678862 0.0044369019291252689 0.0045960255515922208 0.0054461434119730256 0.013600905498250881 0.004078510474300856 0.0074242736760172781 0.0048124414709835861 0.0079290996189342877 0.0047347871545753159 0.0038024828375000643 0.0061725938389827215 0.0047981097748106558 0.0078886439807774877 0.0075910334321633854 0.0012908530598737802
leaf_count=2024 53 8 22 49 25 32 26 36 17 38 19 23 16 30 40 14 43 21 46 16 36 29 28 22 18 39 29 34 28 39
internal_value=-0.00011534 -0.0214916 0.0158149 -0.0724775 0.000446703 -0.00388614 0.00412237 0.00119907 0.0541658 0.00391153 0.03077 0.00808595 4.73941e-05 0.0204403 -0.006106 0.00598022 -0.0194877 -0.0368711 -0.00409183 -0.0193034 0.0108821 -0.0299533 0.019992 -0.0470142 -0.0277443 0.0560539 -0.0556344 -0.0672965 -0.0053662 -0.0012642
internal_weight=0.291316 0.00746332 0.00430982 0.0031535 0.283853 0.13028 0.153573 0.145097 0.00847588 0.140096 0.0176206 0.0116124 0.122475 0.0283896 0.0940856 0.0675487 0.0133841 0.0265369 0.0556175 0.0340875 0.0163152 0.00889095 0.02153 0.0177723 0.0130375 0.0150055 0.00860059 0.0134997 0.0130372 0.125978
internal_count=2900 132 75 57 2768 2095 673 631 42 595 68 49 527 150 377 278 81 99 238 164 81 45 74 83 61 69 47 50 49 2063
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=13 13 5 21 16 20 23 15 17 2 17 22 8 0 5 20 6 21 21 6 21 12 15 15 6 2 6 21 7 20
split_gain=0.000361419 0.00184239 0.0016817 0.00120648 0.00225596 0.0022668 0.00198136 0.00208514 0.0019516 0.00244732 0.00213306 0.00184258 0.00176838 0.00175833 0.00216531 0.00220493 0.00104781 0.000774595 0.00203194 0.00194398 0.00169866 0.00210303 0.00207787 0.00255503 0.001628 0.00160654 0.00150601 0.00147313 0.00272408 0.00228208
threshold=117.55283175385001 117.50443950750001 22.120912517600004 6.338788634150001 22.634947069650003 41.43512228960001 0.083415000000000031 42.914654887700003 188.07781354100004 121.41360778140002 188.94422143290004 -0.036264999999999999 8.4434108459500017 86.388225105700016 22.247999666950005 41.621607100200002 16.575387281250006 8.9353283289500016 7.5530726581500014 14.875347560100002 6.9984086918000008 288.67761128475007 42.385947950200006 40.452545866750008 5.0951190466500007 296.01432942755008 16.015374196650004 10.738578069800001 24.176224535650004 43.32600771660001
decision_type=2 2 2 2 2 2 2 2 2 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 12 16 11 9 -5 -10 -8 -2 14 -12 -16 -6 18 20 25 21 22 23 24 -1 -20 -22 28 29 -19
right_child=3 2 -4 8 6 -7 7 -9 10 -11 13 -13 -14 -15 15 -17 -18 27 19 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10001509368017783 0.065266958822821103 -0.011533303303529256 -0.082973718723621609 0.021074195994965177 0.086469838838487606 -0.090936365668095528 -0.068617431247273375 0.042158460992258617 0.098186712516852417 -0.073045589474404635 0.060903665193502446 0.011133162683440792 -0.066614519057408533 0.061434644858953093 0.026864957612300414 -0.083088184313839089 0.0097602518103507008 0.043969699649402783 -0.057872556607987027 0.065980837314959059 -0.10004684696366924 -0.04275777932047449 -0.058892056102423755 0.077765334966935967 0.0069601891133480717 0.064931544013850304 0.010338083470678458 -0.0010546205763143578 -0.093311610101865713 -0.079275573296087892
leaf_weight=0.0014414515521207058 0.0023189740390705538 0.0093949150531216219 0.005074966528945569 0.0076099942905329954 0.0040677865456473219 0.0054105798667052341 0.0065137822577980824 0.0053552664618337067 0.0045376354187798276 0.0043372186423003001 0.0035338547481842397 0.0052176570367539216 0.0018105653512350273 0.0067536986780396538 0.0032801319284772035 0.0041078485710261958 0.003167020079104077 0.0044174778454895147 0.0029275779505901775 0.0095129009602867853 0.0030980562702758166 0.0095029986979148634 0.0047243570547266236 0.0051288848403601142 0.10885527789440508 0.0016746537470311296 0.0020563520276579705 0.042173728748078315 0.0054209066692967323 0.0022767646740824432
leaf_count=208 39 36 52 24 29 38 38 31 13 57 11 30 11 20 18 53 18 30 74 53 50 228 34 20 948 16 20 559 92 50
internal_value=-0.000124699 -0.00211291 -0.0365893 0.00623789 -0.00713859 -0.0483512 0.00902705 -0.00954544 0.0194974 -0.0130943 0.0370266 -0.0331477 0.00744452 0.0213257 -0.00347637 -0.0342709 0.0528904 0.000342022 0.0040697 0.0401683 0.000289966 0.00252815 0.00610994 0.00877046 0.00556215 -0.0131868 -0.0560088 -0.00988356 -0.0406178 0.00205301
internal_weight=0.285703 0.217681 0.0144699 0.068022 0.0338616 0.00954012 0.0243215 0.0170867 0.0341604 0.0119472 0.0222132 0.0117314 0.00412954 0.0176755 0.0109218 0.00738798 0.00723481 0.203211 0.148923 0.0141151 0.134807 0.129653 0.12015 0.115426 0.110297 0.00460223 0.00515441 0.0542889 0.0121151 0.00669424
internal_count=2900 2470 88 430 234 88 146 99 196 81 115 68 50 102 82 71 47 2382 1651 143 1508 1438 1210 1176 1156 90 70 731 172 80
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=8 20 8 10 20 8 2 7 6 20 15 20 23 23 23 22 22 20 6 22 13 6 13 10 13 8 19 22 20 22
split_gain=0.000329847 0.000912183 0.000790691 0.00106599 0.000785667 0.000568292 0.00116537 0.000567269 0.000545676 0.000500904 0.00178305 0.00123608 0.00129793 0.000646089 0.00162415 0.00064674 0.00313859 0.00270868 0.00553439 0.00167273 0.00151386 0.00161079 0.00184982 0.00275762 0.00202392 0.00157122 0.00164356 0.00163564 0.00285515 0.00162816
threshold=9.5425530862500008 38.703421923500009 8.8430989333000021 62.55235532115001 39.788107623550012 8.7431769115000026 100.60547560250002 21.841300704500004 16.635388683200002 35.461062230100005 23.304416445750004 32.785955158400007 0.090640000000000012 -0.27223499999999995 -0.54481999999999997 -0.033594999999999993 -0.024989999999999998 38.052786106700005 15.785368822600002 -0.021344999999999999 117.75715457175001 16.525386113000007 117.45604726115 62.837331883000012 115.63864956495001 8.543332867800002 10.750867412800002 0.048530000000000011 36.921550069850007 0.072320000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -6 -5 10 -1 12 -12 14 -11 17 -17 18 -15 -18 21 22 23 -21 25 26 -25 28 -28 -29
right_child=1 4 3 8 7 6 -8 -9 -10 13 11 -13 -14 15 -16 16 19 -19 -20 20 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.081610615224906799 0.071270472945905383 -0.067989367215062615 -0.078152314697102154 0.022158700655579028 -0.028607401247448962 -0.019853083001512541 0.054031075050841829 0.068064642410869333 -0.033742158619771943 0.011524988506433898 0.044932248774785827 0.051685216261158011 -0.10004050655633019 -0.072547114158975842 -0.10002818937823998 0.071449130936003163 -0.090725827005926407 -1.4275554114170377e-05 0.0889259141510816 -0.10005611003695986 0.083288745259182839 -0.063712816704336914 0.046158265983084812 -0.10000985681584107 0.10001364444335129 -0.084227693199608045 0.067098549687458431 0.072456819675900508 -0.078951965689056269 0.0068074983291463859
leaf_weight=0.0015391216694443386 0.0023812082218093158 0.0013775754196103662 0.0029976980141014353 0.0033616559950875313 0.0010697557909677968 0.0035054384708246289 0.0054599471891378926 0.0014031944063219726 0.0036337913507225039 0.0030720071330812004 0.0012146007843227844 0.0083973400583090552 0.0012563430383833729 0.012283091548496355 0.0022692597526052785 0.006946475519262695 0.0019566658458813882 0.16158722514641474 0.0025660356492943634 0.0028110564860242262 0.002271674165967851 0.0036953719828520795 0.0087971574378400419 0.0014776512525507537 0.0020220243444555299 0.0022238255533011389 0.0018926477350760243 0.004811318618365589 0.0045717021067623875 0.017586129696628205
leaf_count=189 15 6 48 20 36 15 34 10 23 49 46 52 14 162 78 60 16 1414 27 12 12 69 52 128 13 13 5 42 55 185
internal_value=-0.000130716 0.0226188 -0.00064773 -0.0282593 -0.00746794 0.000396598 0.0251426 0.026246 -0.00687905 -0.000472583 0.0191256 0.0333915 -0.0287787 -0.00147391 -0.0358688 -0.000700381 0.00816986 -0.00377033 -0.0446434 4.73499e-05 0.00345247 -0.000182853 0.00489939 -0.00480639 0.00293541 -0.00309268 0.00285436 0.00812075 -0.0361909 0.02091
internal_weight=0.280439 0.00623173 0.274207 0.00999315 0.00385053 0.264214 0.00896539 0.00247295 0.00699545 0.255249 0.0124074 0.0108683 0.00247094 0.242841 0.00534127 0.2375 0.0610637 0.176436 0.0148491 0.0541172 0.0521606 0.0498889 0.0461935 0.0373964 0.0345853 0.0325633 0.0303394 0.0288618 0.00646435 0.0223974
internal_count=2900 67 2833 91 52 2742 49 46 43 2693 301 112 60 2392 127 2265 662 1603 189 602 586 574 505 453 441 428 415 287 60 227
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=15 22 7 6 21 21 16 18 21 21 9 18 16 12 2 15 7 6 18 5 5 5 21 5 3 18 0 16 20 18
split_gain=0.000326753 0.00119112 0.000788667 0.00044617 0.000398398 0.00191979 0.00128677 0.00122491 0.00117619 0.0019097 0.00283157 0.00390173 0.00110005 0.00109744 0.00108209 0.00104485 0.00150113 0.00246173 0.00149498 0.00103605 0.00195956 0.00145191 0.00136691 0.00205506 0.00110393 0.00217554 0.0013815 0.00170919 0.00187368 0.00159165
threshold=46.574831689400007 -0.082314999999999985 23.539316666200005 16.335381673600001 3.5085246469500002 4.3636502323000004 22.644947046300004 14.481714598550003 1.9231529451500002 1.2219980417000003 194.46727572990002 13.849588037450003 22.634947069650003 72.692757749350008 101.83220382945002 21.724651858600001 22.689595575850003 16.435384010100005 14.804191144800003 20.950952025950006 22.000536998450006 20.361635946650004 1.0652877397500002 22.334016245700003 89.125075482450015 14.073076155300003 92.464140480550014 19.559954260300003 39.945535567850008 15.042884401850001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 8 6 7 -6 9 12 -11 -12 19 -7 -9 -10 -17 18 -18 21 -21 24 23 -22 25 -1 -27 28 29 -28
right_child=1 3 -4 -5 5 13 -8 14 15 10 11 -13 -14 -15 -16 16 17 -19 -20 20 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.061450855667612075 -0.054393054574516875 -0.017633755835742556 0.042384670423366494 -0.10002263230021063 -0.074146659667906123 0.072537452725427248 0.02218676687839146 0.05488005818730203 0.059373557337444642 -0.096658382693287193 0.074595415221071285 -0.062732342352598947 0.044512905674764069 1.2079051179535393e-05 -0.040592666723424362 0.055706253974672298 0.036586726917546143 -0.062717881517447352 -0.04020826637261822 -0.100061882951134 0.084827524351700309 0.095471085915074874 0.096651678722399548 -0.052932206506743976 -0.047404617428354896 -0.10005365988614286 -0.075020255774711997 0.059756444904016874 0.036334829576968646 -0.0030084239981943883
leaf_weight=0.0065616983292784209 0.0012003123453786513 0.0010183258598317471 0.002821285731045009 0.0018540048181954205 0.0077425913775585054 0.0021153322715008463 0.0032264841431697269 0.0016578748384512565 0.0058928834938229415 0.0048701226015604457 0.0037722331981058232 0.0045818596758989694 0.0066354055397823677 0.15258926247302962 0.0041811165714165099 0.0061621783639580477 0.011399566586533183 0.0048439342727135673 0.003259839550779021 0.0027165283529626549 0.0014230937818382472 0.0018343881785085605 0.0012084819318260998 0.0045296006450747939 0.0037044227403875132 0.0013954820911976631 0.00515067890516413 0.0042368062635205197 0.0058289616022200166 0.0075955026821783109
leaf_count=32 53 10 22 47 57 9 22 10 93 37 17 56 38 1548 66 50 52 37 47 20 11 11 3 126 17 8 53 15 75 258
internal_value=-0.000131714 -0.021629 0.0134998 -0.0708133 0.00041898 -0.00248353 -0.034581 -0.048067 0.00551937 -0.00206891 -0.0360534 -0.000722938 0.0064394 0.00100374 -0.0134849 0.0214001 0.0126813 -0.000912714 0.0195097 0.000969454 -0.0277457 0.0087815 -0.000313137 -0.0199984 0.00416862 0.0103777 -0.00346621 0.00244236 -0.0106304 -0.0321081
internal_weight=0.27601 0.00689393 0.0040216 0.00287233 0.269116 0.171513 0.0168081 0.0135816 0.0976037 0.0660453 0.0132242 0.00835409 0.0528211 0.154705 0.00583899 0.0315584 0.0256655 0.0195033 0.0146594 0.0461856 0.0098777 0.0363079 0.00716118 0.00595269 0.0344736 0.0307691 0.0242074 0.0228119 0.0185751 0.0127462
internal_count=2900 132 75 57 2768 1712 155 133 1056 777 110 73 667 1557 76 279 186 136 99 629 160 469 140 137 458 441 409 401 386 311
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=3 2 5 13 17 21 21 20 20 5 7 15 23 7 22 5 4 2 12 2 2 7 22 13 3 9 9 18 0 21
split_gain=0.000325654 0.00070343 0.000551086 0.000848192 0.000881744 0.000772249 0.000481664 0.00110093 0.00137594 0.000920665 0.0014918 0.000807628 0.000752326 0.00118798 0.000736389 0.000654269 0.000888913 0.000572616 0.00149236 0.00116101 0.00162476 0.00152209 0.00131065 0.00148115 0.00214333 0.00186171 0.00120397 0.00119888 0.00115839 0.00171544
threshold=108.42013948475001 170.32456123625002 30.133297129900004 119.04223755815001 169.61846646075003 10.693943129750002 19.652007205700002 49.275256100300005 47.833738492450003 21.679100857650003 25.658442496500005 22.384853640850004 -0.27223499999999995 23.564264519350004 -0.23378499999999999 10.293758831600002 310.49012963040008 125.31286365695001 152.88762959770003 120.54857872840002 116.16618105335002 24.701534972700003 -0.10518999999999999 109.44175357430002 89.125075482450015 195.39349636155001 204.17620834730005 13.064341268650002 86.530713386650021 1.8462237188500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -4 7 8 12 10 -8 14 13 -1 -10 16 -14 19 -19 20 22 -21 23 26 -25 27 -17 -26 29 -20
right_child=1 -3 5 4 -6 -7 9 -9 11 -11 -12 -13 15 -15 -16 17 -18 18 28 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10002866753554572 0.015447401916007467 -0.10002706498452991 0.066041097786248434 0.012189772866144486 -0.10002354773876226 -0.012527876692519556 -0.073699412931170494 -0.056907762508596763 -0.0620929299740434 0.085786316095484982 0.056160718075603556 0.076509198753963101 -0.10001263666022471 0.0083649523006948025 0.042943915145548323 0.014589363890662782 0.0010047414557354094 -0.062336055973626306 0.032137112229220818 -0.0059898681555521222 -0.061757382615344573 0.087215954115621372 -0.0011280683846771036 0.10001119561472571 0.007647601396228736 -0.027555068836643992 -0.077105828526644479 0.08895633356314836 0.0037698576273029389 -0.027385791098426451
leaf_weight=0.0019448150170848491 0.0011145371689913466 0.0010016162699271192 0.0029452029618628464 0.0011827518683276131 0.0017165215312466842 0.0021747215160132782 0.0015647985952114132 0.0034125026597641708 0.0010272427688633456 0.0018978981157147246 0.0020351603608901314 0.0036777207114937482 0.0015396806172210424 0.0021060687808819312 0.0019056962005628 0.0046615165900202307 0.0020060538582312402 0.0042378580497666176 0.0058020007140342491 0.0031993058348405148 0.0037159103971546861 0.003873239291237951 0.071023930498372856 0.0046130092814564696 0.0033237132775525424 0.0049181194782761395 0.0020668186629571039 0.003990864734078059 0.093810223544827431 0.029256406520472567
leaf_count=59 91 46 33 5 42 23 27 185 19 14 18 18 226 44 36 67 195 49 48 22 31 18 390 18 27 29 41 13 800 266
internal_value=-0.00013314 -0.0392089 0.000173541 -0.000455439 -0.0542464 0.0326684 0.000140694 -0.00048798 0.000273921 0.0294269 -0.000285745 0.0452955 -0.000935485 -0.0436744 0.00615544 -0.000220184 -0.0428605 0.000413761 -0.00394624 0.00592059 0.00310541 0.0450538 0.00565329 0.0260842 0.0419255 0.0200211 -0.0135777 0.05201 -0.00202609 -0.017535
internal_weight=0.271746 0.00211615 0.26963 0.26451 0.00289927 0.00511992 0.261611 0.256113 0.2527 0.00549786 0.00359996 0.00661066 0.24609 0.00405088 0.00293294 0.242039 0.00354573 0.238493 0.133106 0.105386 0.0983139 0.00707255 0.094598 0.023574 0.0168457 0.0122327 0.00672834 0.00731458 0.128869 0.0350584
internal_count=2900 137 2763 2707 47 56 2660 2601 2416 59 45 73 2343 103 55 2240 421 1819 1163 656 616 40 585 195 87 69 108 40 1114 314
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=13 13 5 21 16 20 23 17 2 17 15 0 6 20 20 2 6 21 5 21 21 6 21 12 15 15 6 2 21 7
split_gain=0.000313659 0.00134803 0.00153064 0.00125279 0.00171899 0.00196877 0.00183482 0.00171365 0.00202323 0.00193162 0.00168792 0.00158221 0.00150586 0.00150254 0.00231979 0.00128661 0.00105137 0.00096806 0.000750214 0.000704813 0.00163636 0.00159651 0.00143283 0.00162941 0.00155877 0.00224017 0.00136445 0.00131695 0.00124169 0.0024289
threshold=117.55283175385001 117.50443950750001 22.120912517600004 6.338788634150001 22.634947069650003 41.495754733000005 0.083415000000000031 188.07781354100004 121.41360778140002 188.94422143290004 42.914654887700003 86.001087134900004 16.605387982250004 41.621607100200002 43.509905336500005 123.36062304850002 16.585387514950003 5.1084261806000013 22.598762435600005 8.9353283289500016 7.5530726581500014 14.875347560100002 6.9984086918000008 288.67761128475007 42.385947950200006 40.452545866750008 16.015374196650004 296.01432942755008 10.738578069800001 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 19 -3 4 5 17 16 8 -5 -9 11 12 -8 -11 15 -15 -6 -2 -10 20 22 27 23 24 25 -1 -24 -22 29 -21
right_child=3 2 -4 7 6 -7 10 9 18 13 -12 -13 -14 14 -16 -17 -18 -19 -20 28 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0050142857030649425 0.038232670664979873 -0.0088105117799171778 -0.079769081569997097 0.019158141850072752 0.084722325577231888 -0.10004411751568661 -0.10005418325098735 0.097982634310372796 -0.007498523979629689 0.055117726689558971 0.035877971596948062 0.022573230132691507 -0.010111643791674571 0.024295057203282833 0.063507782707380528 -0.074492158403164185 0.0034076409841161492 -0.053630671928681567 -0.10002979780804766 0.0018123444125787095 -0.053479943677170363 0.061780753448600192 -0.10004007602974352 -0.038531280522438996 -0.05282692631471262 0.075780343800039285 0.010016203886934076 0.06146154948453604 -0.0016707272957860756 -0.091921221832301891
leaf_weight=0.10384456736031378 0.0025540119049196619 0.0091940147396485372 0.0045415693171781965 0.0075589828603597198 0.003803986041504003 0.0038111088878309829 0.0041571317487978376 0.0041526091379581178 0.0013140538285369985 0.0074415573401438442 0.0050059823447714527 0.003380583103535173 0.003370832157617798 0.0019619570666691288 0.00319000732213226 0.004019283026380549 0.0027320796428966787 0.00208250992000103 0.0026296717198714958 0.0063153558592734527 0.0027825713623430568 0.0088383342421662903 0.0027048183060496269 0.0089903296363068597 0.0043737720333041344 0.0046746989339681013 0.0019304877182588775 0.001553252521020454 0.040789492551096151 0.0049168538970374986
leaf_count=1156 47 36 52 24 30 36 16 13 8 32 31 13 39 6 11 53 17 5 49 80 74 53 50 228 34 20 20 16 559 92
internal_value=-0.000115533 -0.00201029 -0.0322724 0.0060472 -0.00834463 -0.0467964 0.00612387 0.019828 -0.011135 0.0369796 -0.0121969 -0.0342587 -0.0597802 0.021731 -0.00535902 -0.0420881 0.0507327 -0.00302807 -0.0691983 0.000157878 0.00385799 0.0373984 0.000365485 0.00244082 0.00570366 0.00806268 -0.0542044 -0.0123036 -0.00977795 -0.0392191
internal_weight=0.268616 0.20545 0.0137356 0.0631663 0.0308982 0.00844763 0.0224506 0.0322681 0.0115027 0.0207654 0.0159145 0.0109085 0.00752796 0.0166128 0.00917125 0.00598124 0.00653607 0.00463652 0.00394373 0.191715 0.139693 0.0131742 0.126519 0.121883 0.112893 0.108519 0.00463531 0.00433582 0.0520217 0.0112322
internal_count=2900 2470 88 430 234 88 146 196 81 115 99 68 55 102 70 59 47 52 57 2382 1651 143 1508 1438 1210 1176 70 90 731 172
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=9 23 10 22 2 22 9 20 10 0 16 22 17 2 20 6 23 7 15 13 0 0 15 9 18 18 22 2 22 17
split_gain=0.000291234 0.00107612 0.00120708 0.000857218 0.000772308 0.000896076 0.000673222 0.0011254 0.00118718 0.00256899 0.00226602 0.00178712 0.00111012 0.000802833 0.000735723 0.000657223 0.000928729 0.000611643 0.000546817 0.00249175 0.00318838 0.00199409 0.00166211 0.00145837 0.0020005 0.00171447 0.00134734 0.00325665 0.00281106 0.00224163
threshold=216.18094582280003 0.072890000000000024 78.962703749400006 -0.0086649999999999991 357.36576196840008 -0.037524999999999996 207.37918994975004 42.599563320500003 66.697957758300021 88.232507383150008 18.934955721800005 -0.060760000000000002 187.59608338195002 147.87428232835001 41.028010303750008 18.080422446150003 0.092290000000000025 27.054163064550004 28.566186095050004 109.57886493895002 95.762878606550018 93.442739239950015 28.321365561200004 205.20707599510004 13.901940775400002 14.322090334300002 -0.088099999999999998 132.99388411665004 -0.22699 184.59783591905003
decision_type=2 2 2 2 2 2 2 2 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 15 6 -6 18 8 9 -8 11 12 -10 -13 -14 16 -3 -4 22 20 -20 23 -1 24 26 -26 27 -21 -29 -28
right_child=1 2 17 -5 5 -7 7 -9 10 -11 -12 13 14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.005174018722120732 -0.065938160197097848 0.04528905621780116 0.0054406714804287439 -0.015010241952367945 -0.100023832592483 0.017997548717784844 -0.031152283417289303 -0.058135544180480794 0.045111094485800307 0.079692753203225442 -0.10002964693206018 0.066282894742878351 -0.10002708540717541 -0.0047042685873697363 -0.0010964362933618408 0.088257617524814494 -0.033043720678051024 -0.10001707943549965 -0.076431176152759517 0.0095630704796361571 0.041377133216090635 0.073415456365840875 0.076153842794828452 0.042045778451292509 -0.057956965215485705 0.01229447550252259 -0.042065001604824598 0.0031222703690110621 -0.085594157058591427 0.017320741424503794
leaf_weight=0.066161547575090796 0.001632469122816004 0.0076360956579293315 0.0010418601674082586 0.0034542632159357831 0.0016555735892674339 0.0010521574430546457 0.0041852430431372767 0.0049924846445543727 0.0010017179385357622 0.0041783084579947172 0.0030262453281011412 0.0033169056781774953 0.0027732416712069607 0.0030657096464139499 0.0010312427176693006 0.0024060075983811666 0.0018877405879891285 0.0011648900303948828 0.008841171289100544 0.025062913439768408 0.0031037964556182721 0.0037836407836948629 0.0034721951565757072 0.0076743409230175521 0.010997314559858751 0.0050780046474301335 0.0071283451359143149 0.0060119469790720368 0.0087988474943895278 0.058681867632884632
leaf_count=1384 33 66 16 38 59 24 39 60 23 28 28 30 58 31 24 20 37 76 116 107 27 14 17 34 51 24 47 43 65 281
internal_value=-0.00012348 0.011729 0.0189367 0.0288579 -0.00105317 -0.0541636 -0.00045982 -0.0151704 -0.00567007 0.0242243 -0.0232587 -0.00249438 -0.0485501 0.0321862 -0.073211 0.0415598 0.0297625 -0.0502279 0.00142842 -0.00206613 -0.0458197 0.00185705 0.00871333 -0.000234769 -0.00289966 -0.0357654 0.00209946 -0.0124062 -0.0495827 0.0108883
internal_weight=0.264298 0.0192233 0.0175909 0.0153841 0.245075 0.00270773 0.242367 0.0275711 0.0225786 0.00836355 0.0142151 0.0111888 0.0048062 0.00638262 0.00380448 0.0119298 0.00952384 0.00220675 0.214796 0.145162 0.011945 0.133217 0.0696337 0.129434 0.121759 0.0160753 0.105684 0.0398737 0.0148108 0.0658102
internal_count=2900 286 253 161 2614 83 2531 321 261 67 194 166 105 61 82 123 103 92 2210 809 143 666 1401 652 618 75 543 215 108 328
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=10 18 16 15 19 6 6 6 17 21 10 20 6 22 22 18 17 0 12 15 21 22 0 9 15 9 21 22 5 0
split_gain=0.000324091 0.00072668 0.000867768 0.00134815 0.000717877 0.000657168 0.00219705 0.0011801 0.00108454 0.00155198 0.00107607 0.00127471 0.00104105 0.000846425 0.00183135 0.00110867 0.00093992 0.000944169 0.00149383 0.000888591 0.000862546 0.00122242 0.000838007 0.00186896 0.00233951 0.00263404 0.00220659 0.00164078 0.00127354 0.00207698
threshold=90.740838818900016 17.327266398450003 17.654958715000003 20.310401204950004 10.850875481800001 13.665319288000001 13.775321858200002 12.26528657645 201.37020668845003 5.4279412736500001 73.365333921800001 42.37975859965001 11.495268585100002 -0.15726999999999999 -0.088944999999999996 15.711526640050002 188.94422143290004 101.99741301110002 219.23896387120001 17.183237161800005 5.3110029590500014 -0.23955999999999997 94.047642319350018 206.08249486475003 28.452330424200003 202.89977928865002 3.5596964648000005 -0.02852 18.483418961650003 93.262612545250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -2 7 -7 8 13 12 11 -9 -10 15 -15 20 19 18 -18 -16 -1 -22 28 24 25 -24 -26 -25 29 -8
right_child=4 2 -4 -5 -6 6 22 10 9 -11 -12 -13 -14 14 16 -17 17 -19 -20 -21 21 -23 23 27 26 -27 -28 -29 -30 -31
leaf_value=0.04504519349952367 -0.10000703558557299 0.037476784901460003 0.10000810060871067 -0.053159090500113873 0.01868046003537191 0.067547083000713673 -0.01877226531422968 0.068090033535064973 -0.061281358000034286 -0.1000186153562726 -0.074789432350740551 -0.058238351506414224 0.06450580342801493 -0.10001892749004 0.022199997185962623 0.080755243131705609 0.056604070114704565 0.064940642526858286 -0.1000231709569333 -0.070601225059223283 -0.10002125770069754 0.014167128005960801 -0.0037694302018610442 -0.074227119862843902 0.010313664360193105 0.082566198101526059 -0.10003810695720119 0.011988109137485423 0.00012839201600800106 0.064831598241120544
leaf_weight=0.0033786072034338571 0.0010054389844527658 0.0065556026048332328 0.0013839448110957173 0.0021891277698893319 0.0010333946824053752 0.0048806576144215788 0.0047865972651379715 0.0014593017295627675 0.0011788139612250994 0.0025643934137291602 0.0051268107196662527 0.0017645946278594948 0.0014891167706991837 0.0019762105404839128 0.001806625618815897 0.002797718498175672 0.0013070693963310731 0.0034305696926559825 0.001140046913178594 0.0024057872203053776 0.0013803262809766181 0.0029223839234759907 0.012467872311684169 0.00760775126671831 0.0034958036353884827 0.0049315687701891866 0.0037620369631952144 0.0031097021852346529 0.1589179983247051 0.0078363210923271254
leaf_count=43 253 111 8 44 76 33 27 19 56 94 112 53 14 112 48 46 28 50 12 87 39 32 53 113 25 16 60 31 1173 32
internal_value=-0.000136512 0.000177254 0.0264315 0.0147873 -0.0398496 -0.000895335 0.00123106 -0.0133609 -0.0034515 -0.0444678 -0.0463236 -0.00105561 0.00892728 0.00606755 -0.0119892 0.0268594 0.00525201 0.0310901 -0.0163644 -0.0308005 0.00722921 -0.022465 -0.000333182 -0.0143473 0.000806723 0.0207009 -0.0468862 -0.0492115 0.00255676 0.0331291
internal_weight=0.260092 0.258053 0.0101287 0.00874473 0.00203883 0.247925 0.211796 0.0361284 0.0277777 0.00523232 0.00835071 0.0032239 0.00266793 0.0225453 0.0120663 0.010479 0.0100901 0.00587769 0.00244712 0.00421241 0.00768132 0.00430271 0.206916 0.0353747 0.0246573 0.0173994 0.00725784 0.0107175 0.171541 0.0126229
internal_count=2900 2571 163 155 329 2408 1563 845 661 164 184 72 70 497 337 160 225 90 40 135 114 71 1530 298 154 69 85 144 1232 59
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=3 5 7 21 9 7 18 9 20 8 6 15 20 23 19 16 5 18 21 10 13 21 23 7 0 22 18 9 18 2
split_gain=0.000293524 0.00134283 0.00105292 0.000803013 0.000784134 0.000770824 0.0012439 0.000711792 0.000678254 0.000670528 0.000885637 0.00103221 0.00079667 0.000625521 0.000838561 0.000557151 0.000572889 0.00107691 0.00102526 0.000770087 0.000800905 0.00199242 0.00209114 0.00146922 0.00136219 0.00192894 0.00125905 0.00210547 0.00182718 0.00160723
threshold=103.44111502715002 29.040033326300005 20.234873028950002 11.790993765850002 60.983947735000008 21.725272673150005 14.339258036900002 66.290220196950017 44.758188263300006 9.5425530862500008 16.635388683200002 42.914654887700003 38.592454371550012 0.091705000000000023 11.550931964450003 22.724946859200003 23.721757872050002 13.278511569200001 6.5365111340500013 61.86411003975001 117.55283175385001 10.048480919900003 0.088670000000000013 22.660992635700001 86.345209775600011 -0.095714999999999995 13.482409244300003 195.07922778810004 13.544020937350002 121.41360778140002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 8 6 13 -3 -1 10 15 12 -12 14 -4 16 19 -18 -19 -7 24 22 -22 -24 25 -21 27 29 -28 -26
right_child=1 3 5 -5 -6 9 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 17 18 -20 20 21 -23 23 -25 26 -27 28 -29 -30 -31
leaf_value=0.064531368361980063 -0.10002458159169446 0.087518585048020209 -0.0093552281530707142 -0.06318793013532506 0.07434687475788776 -0.056110046389370997 0.058140625064009625 -0.0077619456663659192 -0.038596975729271184 0.049261581896468148 -0.010897472751523987 0.021324769440636788 -0.096143815991042908 -0.0050751580288248129 -0.089909372210334307 0.039923491373583947 -0.10001214128949193 -0.048250347910422646 0.017628396681113191 0.02151961619433608 0.022582616522379917 0.044491560393738777 0.0061553016138179055 -0.072628394849374264 0.016084132735108326 -0.055440160130708051 -0.079610181163993793 -0.024153806269279241 0.00031640384699489332 0.084619291900302193
leaf_weight=0.0010450470973442086 0.0016130396404704364 0.0013628810209525 0.0019945092497377637 0.0011997827289746965 0.0033115879751735022 0.0022897423296033273 0.0014477986901884074 0.0018460872822139152 0.0016362105794591741 0.0027908845521267258 0.0018092937190203875 0.0021563657307339668 0.0027819286443353519 0.0030001122748215536 0.003670451596420321 0.0036224443459715863 0.0015150535392418627 0.0040055921733168631 0.0057585127412949078 0.0048796243759170474 0.013509718725799758 0.014483277470048961 0.0041857970445562387 0.0054478818146890262 0.0075805657388627878 0.0097928440732388822 0.0029232942305270617 0.0059443880199978585 0.13253694116001097 0.0062371055173571222
leaf_count=15 116 10 53 34 43 12 19 88 33 23 15 16 42 39 91 23 82 51 49 20 54 48 16 25 32 49 9 20 1752 21
internal_value=-0.000137666 -0.0219548 0.000387097 0.00660877 0.0417985 -0.000628485 -0.0276595 0.0327047 0.00159833 0.000538473 -4.90169e-05 -0.0357458 -0.0625502 -0.0419954 -0.061548 0.00102287 0.000385507 -0.0215691 -0.00939747 0.00156576 0.00220214 0.015403 -0.00280085 -0.0383972 -0.000721454 -0.0298456 0.00203152 0.025611 -0.00140845 0.04702
internal_weight=0.256379 0.00602179 0.250357 0.00440875 0.00599285 0.244364 0.0101129 0.00320897 0.00268126 0.234251 0.23146 0.00674759 0.00459122 0.00866507 0.00566496 0.224713 0.22109 0.0112792 0.0097641 0.209811 0.207521 0.0376267 0.0231434 0.00963368 0.169895 0.0146725 0.155222 0.0197621 0.13546 0.0138177
internal_count=2900 248 2652 132 91 2561 202 98 48 2359 2336 73 57 183 144 2263 2240 182 100 2058 2046 143 95 41 1903 69 1834 73 1761 53
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=10 18 17 16 18 0 16 19 4 7 7 10 7 6 23 20 17 20 20 21 10 10 0 19 21 18 4 23 16 19
split_gain=0.000284276 0.000619817 0.000803076 0.00106008 0.000938857 0.000943072 0.000805712 0.00081284 0.000760084 0.000720352 0.000647501 0.000996798 0.000586362 0.00100971 0.00100888 0.00127574 0.00203894 0.000842883 0.00207245 0.00147796 0.00151607 0.00140906 0.00171696 0.00193087 0.00129726 0.00116719 0.00100588 0.00202989 0.000982846 0.000963045
threshold=90.740838818900016 18.257352782400002 220.68978861510001 17.484959112600002 17.140917755100002 102.84427732220001 11.934972090850001 10.650859343850001 433.86108355775008 26.709562027450005 26.709562027450005 80.059594666650014 25.396105459650006 5.3251244207000008 0.092290000000000025 35.461062230100005 193.92177542215003 43.19689381845 43.061965423550006 6.655069997600001 74.784839814650013 70.343506983200015 86.692020874450009 14.351157895250003 6.338788634150001 13.901940775400002 168.72122291465004 -0.17732499999999998 15.054964794950001 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 -4 6 -6 7 -1 -7 -5 12 -12 13 -8 -14 -16 -17 18 28 24 21 22 23 26 25 -19 -21 -28 -15 -30
right_child=-2 -3 3 9 5 8 10 -9 -10 -11 11 -13 14 17 15 16 -18 19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0079821801750159377 -0.038365014030128118 0.046603845303392802 -0.10002001243768724 -0.053931819614255028 0.069144899599381554 -0.057303047249872896 -0.065042849295156288 -0.10001803285225326 0.055664047198903936 0.048259072887175958 -0.10003195369619829 0.02528883055587099 0.032646395318542624 -0.051372422074374383 0.077337556177056371 0.050305139584792324 -0.082305432849372293 0.00096226959238839547 -0.072845905983402237 0.084393128025977274 0.082770043503666679 -0.092855494893890403 0.04305304907166399 -0.08120111480129355 0.091346802953377937 0.065179625463083465 0.033829727800391354 -0.089457479085087985 0.031366860796062164 -0.0019793394060591001
leaf_weight=0.0023733377192540197 0.0019304293643166428 0.0028405816564189825 0.0018603145692051007 0.0013664967119098037 0.0038739987101052966 0.0014264426874666114 0.0024204451921123462 0.0016109498777557851 0.0010225743850806879 0.0013929383642476978 0.0015636244359314008 0.0010683364809789958 0.013479585177609721 0.0038282731446463983 0.0011974954262554674 0.0017567600094992031 0.0034099892142478438 0.0087600796923386071 0.004146786032690474 0.0013196865247664391 0.0018167753514717324 0.0019719733821688115 0.0053589375650631146 0.0040194205579098252 0.0033723203279549798 0.0041812887632204374 0.0035535708685543429 0.0021395516820792463 0.0091732434153928288 0.15500938957826182
leaf_count=114 329 57 40 19 26 70 151 109 18 22 28 47 157 115 14 19 62 83 46 7 13 37 39 28 14 28 45 55 84 1024
internal_value=-0.000137033 0.000156608 -0.000374381 -0.0416785 0.000408113 0.0384387 -0.000604248 -0.0451946 -0.0101342 -0.00234676 0.000156458 -0.0491631 0.000718599 -0.000826491 0.0171532 -0.0156618 -0.0372162 -8.15534e-05 -0.00300785 0.0137232 -0.00437102 -0.0129924 -0.00338432 -0.0259414 0.0361056 0.0217106 0.00573093 -0.0125033 -0.00128413 -0.000116214
internal_weight=0.253246 0.251315 0.248475 0.00461975 0.243855 0.00632302 0.237532 0.00398429 0.00244902 0.00275944 0.233548 0.00263196 0.230916 0.211072 0.0198438 0.00636424 0.00516675 0.208651 0.172158 0.0364936 0.0201799 0.0183631 0.0163912 0.0110322 0.0163137 0.0129414 0.00701281 0.00569312 0.168011 0.164183
internal_count=2900 2571 2514 81 2433 114 2319 223 88 41 2096 75 2021 1769 252 95 81 1618 1269 349 224 211 174 135 125 111 107 100 1223 1108
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=16 16 15 10 20 5 3 3 13 15 3 20 18 20 2 8 15 14 12 5 23 23 23 0 21 20 20 6 23 4
split_gain=0.000284108 0.00172512 0.0015847 0.0015581 0.00236794 0.00181124 0.00170658 0.00206356 0.00154534 0.00128903 0.00222643 0.00122164 0.00151794 0.00116757 0.00113453 0.00159496 0.00165101 0.00101047 0.00118403 0.00146043 0.00251009 0.00393953 0.00171628 0.00156456 0.00239601 0.00131387 0.00131274 0.00190036 0.00147777 0.0014634
threshold=18.634956423400002 18.984955604900005 32.540328261750005 67.203387886850024 36.82350895510001 18.483418961650003 89.227236891450005 88.727183679150016 113.85351336640001 30.046989284200006 83.511574906150017 38.441102963850007 13.373311100250001 37.186372654950006 86.011634045550025 8.543332867800002 39.283112803100003 151.37567628355004 96.350437043050007 21.197160116700001 0.083415000000000031 0.098005000000000023 0.12064000000000002 86.530713386650021 6.338788634150001 41.468518788800004 42.131954243650007 16.545386580300001 0.086105000000000029 230.01759355790003
decision_type=2 2 2 2 2 2 2 2 2 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 13 6 -5 -6 7 -3 -8 -2 -11 12 14 -1 -10 16 -16 -13 -19 20 -20 -22 23 26 25 -25 29 -28 -29 -21
right_child=1 3 -4 4 5 -7 8 -9 11 10 -12 17 -14 -15 15 -17 -18 18 19 22 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.049045755640139369 0.061781210581606009 -0.0096754375023045229 -0.10002160780972685 0.013582144870423949 -0.019834353522701405 -0.10004698118863181 -0.069973514927276284 0.072763728651824205 0.049203961167257171 0.085587473369916636 -0.046565972247800666 -0.060260843281977818 0.072147037848360587 0.00039746347704317615 -0.052142852917861894 -0.081465927743265054 0.078646992666948995 0.046593177072811208 0.044538988333403355 0.041517131293847015 -0.075679790113696868 0.020179965116248449 -0.04956714911314683 0.038971989472500357 0.068810389704151473 -0.02027619040842496 -0.035906691204201119 0.061290651035202537 -0.039305301819206467 -0.0076025985199364189
leaf_weight=0.005133902731897926 0.0080655153093509568 0.0052320693515923722 0.0017246513303419411 0.0082150594839731639 0.0060851832936350547 0.0052384214899774406 0.0031310693411796811 0.0072350912677165979 0.0037362976150916438 0.0019546490948414439 0.0036654251047307795 0.0029496624453653189 0.0051045238469669138 0.068518175120440755 0.0017457463337109402 0.0025543702518007194 0.0021585740992122737 0.0049982141499640411 0.0041725664486875749 0.010530147546518265 0.011942922855098459 0.0066879712485388145 0.0057363643089283203 0.0063397784408607558 0.0090307437931187451 0.0091373258574094507 0.018206211202947742 0.0042917790662269075 0.0022134546092820173 0.014304720641948876
leaf_count=324 59 38 73 41 41 50 17 35 23 10 35 25 22 1404 30 16 13 15 18 48 52 29 50 37 22 39 165 44 21 104
internal_value=-0.000136536 0.00207785 -0.00526774 -0.000819869 -0.0272898 -0.0569416 0.00283672 0.0381666 -0.000578456 0.0361626 -0.000603303 0.00114817 0.0276322 -0.00304897 0.00534416 -0.0200284 0.0201667 -0.00251735 -0.000934304 -0.00324977 -0.0255677 -0.0412688 0.00312852 0.00721042 0.0278773 0.00399323 -0.00301235 -0.0193303 0.0270621 0.0132245
internal_weight=0.250041 0.174664 0.0753767 0.160978 0.0195387 0.0113236 0.14144 0.0124672 0.128972 0.0136856 0.00562007 0.125841 0.0152995 0.0736521 0.010195 0.00645869 0.00390432 0.110542 0.107592 0.102594 0.0228035 0.0186309 0.0797905 0.0740542 0.0245078 0.0154771 0.0495463 0.0247114 0.00650523 0.0248349
internal_count=2900 1099 1801 995 132 91 863 73 790 104 45 773 104 1728 82 59 43 669 644 629 99 81 530 480 98 76 382 230 65 152
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=3 7 23 17 7 18 23 19 5 5 21 6 21 23 22 9 19 0 2 14 8 6 17 19 3 0 10 9 21 0
split_gain=0.00028223 0.00044257 0.000780981 0.00114011 0.000697382 0.000964971 0.00076663 0.000769178 0.000644052 0.00114046 0.00075469 0.000621335 0.00100492 0.000610506 0.000972003 0.000550837 0.00187676 0.00115433 0.00104461 0.0016917 0.00152996 0.00140039 0.00098689 0.000972069 0.00142222 0.000995978 0.000891134 0.000967862 0.00170803 0.000880104
threshold=108.42013948475001 20.234873028950002 -0.11050499999999999 167.16910179850004 21.725272673150005 14.339258036900002 0.091705000000000023 11.550931964450003 25.763052016400003 24.779543538450003 9.2412132874500035 18.205425366850005 6.5365111340500013 -0.23958499999999999 -0.23361999999999997 187.70546222865002 14.451165964200003 103.44649194340002 127.74713841330002 234.77501868895004 7.943800736700001 11.495268585100002 185.98603786385004 14.351157895250003 84.062708822850013 95.897301513100004 77.52437864960001 38.559541491950007 18.904039828500004 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 13 -4 5 6 7 -3 9 15 -11 12 -10 14 -1 16 18 29 20 -20 21 -6 -22 24 25 -21 -27 28 -28 -17
right_child=-2 4 3 -5 8 -7 -8 -9 11 10 -12 -13 -14 -15 -16 17 -18 -19 19 23 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.038112192995238832 -0.039168004654217152 -0.010121442281284991 -0.10002383840921932 0.026579698225101187 -0.046328901943824136 0.049955176799640844 0.00073500423017845143 -0.088941873001915306 -0.061230752852425796 -0.10002560853745593 0.0032226480492330463 0.09165439911990915 0.074561850783295927 0.080969407678650948 0.071366090735216769 -0.030532467741131331 0.054759918656632836 -0.065341429267557954 0.098697157560335064 0.0964954474344836 -0.0079158380605021013 0.073912334219498249 -0.072428749430043529 0.083274666024593047 -0.10002012252609427 -0.0653775542038669 -0.083191940334737577 0.03476340625695943 0.056917257859110906 0.00097020897798934637
leaf_weight=0.0016627749005948544 0.0018381593751708438 0.0018930399417054211 0.0011017355991631561 0.0020072042830747705 0.0015243870076521249 0.0014142873391769237 0.0030746025338252991 0.0035784598453095784 0.0010696232779459072 0.0018850874410825105 0.0011337251795239256 0.0014949914434305711 0.001111085204673401 0.0025084702191815467 0.0015831113929154483 0.0093677933331761665 0.0079463198489975184 0.0028075166655207031 0.0021884052336105233 0.0011389443448024403 0.0044256002074689604 0.0026565933476376813 0.0051082314203085843 0.001434303439964423 0.0013683373656097073 0.0018385614510787471 0.0022915451299575992 0.0061510018055550009 0.0014026693170308135 0.16631247279409278
leaf_count=32 137 53 39 54 85 20 40 114 29 30 25 17 28 26 25 91 32 208 18 8 19 15 23 6 82 58 271 170 13 1132
internal_value=-0.000131005 0.000163705 0.0220989 -0.0182856 -0.000664954 -0.0265576 -0.0392197 -0.0616714 0.000483023 -0.000207523 -0.0612504 0.0419983 0.00795646 0.0439177 0.0152835 0.000637929 0.0113276 -0.00172623 0.000381115 0.0163525 -0.0203636 0.0300723 -0.0424819 0.00481972 -0.00310979 0.0072317 -0.0014698 0.0104648 -0.0299934 -0.000709607
internal_weight=0.245319 0.243481 0.0088633 0.00310894 0.234618 0.00996039 0.0085461 0.0054715 0.224657 0.220981 0.00301881 0.0036757 0.00218071 0.00575436 0.00324589 0.217963 0.0394749 0.178488 0.0315286 0.0178138 0.0137148 0.00418098 0.00953383 0.0156254 0.0141911 0.0128227 0.0116838 0.00984522 0.00369421 0.17568
internal_count=2900 2763 176 93 2587 227 207 167 2360 2286 55 74 57 83 57 2231 800 1431 768 626 142 100 42 608 602 520 512 454 284 1223
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=19 21 20 20 22 23 19 9 23 7 20 23 22 20 20 18 9 23 2 16 3 5 5 18 23 18 5 2 0 6
split_gain=0.000347404 0.000462358 0.000878641 0.00121328 0.000947114 0.000827614 0.000645249 0.000534456 0.00046207 0.000817329 0.000718606 0.00104484 0.000718938 0.00052265 0.00158838 0.00184399 0.00236705 0.00144709 0.00123661 0.00108945 0.00082038 0.00157323 0.00126455 0.00145799 0.00123019 0.00122319 0.00113664 0.0010499 0.000777952 0.000738056
threshold=9.8507947922000021 20.770927814650005 49.275256100300005 47.480720532750006 -0.23557500000000001 1.0000000180025095e-35 12.551012654050002 65.407743180450012 -0.27223499999999995 23.564264519350004 45.90502654165001 -0.21013499999999999 0.68694500000000025 43.19689381845 42.718072821900002 13.197799034350002 201.63419974125003 0.087530000000000011 282.08781659895004 22.664946999500003 93.794927255050013 22.553892743650003 22.334016245700003 13.544020937350002 0.081550000000000025 14.752187928300001 16.522781810950004 132.99388411665004 88.76213363490001 11.865277230300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -4 7 -3 -5 9 -2 12 -12 13 14 -10 -16 17 -17 -18 20 22 -22 23 -15 29 28 -27 -23 -26 -25
right_child=1 6 4 5 -6 -7 -8 -9 10 -11 11 -13 -14 19 15 16 18 -19 -20 -21 21 27 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.048932616749276986 -0.079700825753032972 0.079592048387331804 0.027619778419486138 -0.034271859627412436 -0.084271947434076622 0.067954000338223006 -0.0058452662606598357 0.038563541952425312 0.00064130468025163766 0.013115663011485782 0.027471564534490647 -0.10001873861122433 0.056746765864498165 0.069546805145795684 -0.10004164720108233 0.064003463554537524 -0.09125074375310066 -0.026649115684666103 0.0037862706509545017 0.086580283376566855 -0.084248740314089576 0.086315506745576739 -0.053408720426585711 0.0054997721593776881 -0.011430934061898865 -0.029100370832913648 0.08383403016278751 -0.040602618442490829 -0.10003108777385782 0.091950917148098679
leaf_weight=0.0014494890371505578 0.0019950635521983609 0.0017348526178864168 0.0010938500587158728 0.0018597940674993652 0.0024528832367893818 0.0043542076460667545 0.0018022662387338073 0.0021982662951813836 0.17412469160323513 0.0018089941497470008 0.0010385326047241961 0.0016871336547659146 0.0022273094938896057 0.0053179391095312658 0.0031926785500581136 0.0039782888903756586 0.004219982863446603 0.0031592950224021976 0.0020266770934540546 0.001864199601918414 0.0025377257480541085 0.001377854461828143 0.0022607764118731657 0.0018632417343233953 0.0019817083230009302 0.0018620655950716269 0.001709247058784058 0.0012368673931160146 0.0019823847838402742 0.0021011329735074469
leaf_count=226 104 19 12 30 148 41 28 19 1647 38 21 48 29 26 57 36 42 22 17 13 16 20 24 35 8 48 9 62 39 16
internal_value=-0.000122692 0.000170813 -0.000363649 0.00038521 -0.0497634 0.0376736 0.0360592 0.00518335 -0.0010055 -0.0355626 -0.000412681 -0.0514424 0.000222363 -0.000358353 -0.00217463 -0.0317533 -0.0154638 0.0238781 -0.0604168 0.0129149 0.00724744 -0.0281594 0.0168096 0.026249 0.00622637 -0.0174969 0.0249506 0.0262782 -0.0557386 0.0513192
internal_weight=0.242499 0.24105 0.237513 0.233966 0.00354673 0.00841227 0.00353712 0.00405806 0.225554 0.00380406 0.22175 0.00272567 0.219024 0.216797 0.190702 0.0165769 0.0133842 0.00713758 0.00624666 0.0260951 0.0242309 0.00515245 0.0190785 0.0168177 0.0114998 0.00753541 0.00357131 0.00261472 0.00396409 0.00396437
internal_count=2900 2674 2627 2467 160 90 47 49 2377 142 2235 69 2166 2137 1821 174 117 58 59 316 303 98 205 181 155 104 57 82 47 51
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=12 17 13 9 10 2 15 13 18 17 21 20 6 3 22 18 3 6 16 10 10 9 10 21 16 19 20 3 10 22
split_gain=0.000278642 0.00135447 0.00155834 0.00105507 0.000824733 0.00078784 0.000749785 0.000474344 0.00142368 0.000882773 0.00117794 0.00086357 0.00195351 0.0008148 0.00111166 0.000808819 0.00130048 0.0012929 0.00122974 0.00113819 0.00113223 0.00112073 0.000936461 0.00178248 0.00155358 0.0013407 0.00134543 0.000842342 0.0017379 0.00119294
threshold=327.98456567570003 208.75622138895002 115.02030419500001 208.47660979520001 80.059594666650014 297.58713971970008 49.670466410250008 98.238948544700023 17.267778657600005 213.85098605320005 1.2781961269500002 42.406961525800007 13.200308423050002 75.559115756250023 -0.22573999999999997 15.711526640050002 81.796338618900009 12.380289263450001 14.994964935250001 75.645146416450004 75.465019721650009 188.14427954665004 71.090898343450007 6.9984086918000008 18.714956236300004 12.651020723000002 40.305698932850007 84.968719212850019 70.182199495350019 -0.079824999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 6 7 -2 11 9 15 -11 12 -1 -13 -15 19 17 -17 -19 20 22 -21 27 24 25 -24 -27 29 -29 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12 13 -14 14 -16 16 -18 18 -20 21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10001368846268972 -0.070847170825101821 0.030431858194478419 0.087524270375616289 -0.10001952374213643 0.020257854157762267 0.048204359066504311 0.01865396100292167 -0.0090487727998085996 0.069273601565246021 0.024095158076573534 -0.10001512660145251 0.023437539442554937 0.041715418107217558 0.010755124405646251 -0.10001150628266889 0.049074394938917826 0.084516326272371434 -0.078772172755268599 0.022130503111177684 0.03088405788629478 0.060002737084604602 -0.075955743918564245 0.013563377964341329 -0.078820087406031913 0.050548022934097492 -0.097633933161633615 0.0018760324970555108 0.0019487699061847181 -0.076586396476055502 0.072174285309106592
leaf_weight=0.0030125538253974191 0.0053867879366569157 0.0014257639450877555 0.0022992214494479413 0.0010970289752636475 0.0018561259994558446 0.0034385373431056734 0.0011328525389373567 0.0033134960469567432 0.003023524103412 0.001250490972068973 0.001968640877407779 0.0055826039262864002 0.0014361306629811499 0.0020966002653750593 0.0015955857822973485 0.0040521047495616358 0.0029023198043773854 0.0023777337650514596 0.0024548309374736732 0.0013376361987100785 0.0031623585227862341 0.0036910417499669279 0.0049597185682479505 0.00421380597612142 0.003742648472325528 0.0033833605551194523 0.0022705372864493256 0.15423951265433467 0.0028701392562326946 0.0039805598338489281
leaf_count=375 120 38 19 32 77 66 22 33 27 20 49 203 24 70 75 36 25 24 29 57 15 68 27 89 27 32 19 1126 56 20
internal_value=-0.000120767 -0.0142451 0.0279763 -0.0262945 -0.0385523 0.000702755 -0.0552955 -2.99637e-05 0.00115153 0.00015251 -0.0518037 -0.0180401 -0.0542605 -0.000666887 -0.0371129 0.000976618 0.0263999 0.00741524 -0.027516 -0.000590951 0.000677327 -0.0475362 -0.000348001 -0.0216343 -0.00484925 -0.0243838 -0.0576719 0.00205637 0.000514059 0.0352768
internal_weight=0.239554 0.0131978 0.00482201 0.00252279 0.00837577 0.226356 0.00651964 0.222918 0.209194 0.206171 0.00321913 0.0137235 0.00444868 0.00927479 0.00369219 0.202952 0.011787 0.00888467 0.00483256 0.191165 0.186136 0.00502868 0.182974 0.0185701 0.0143563 0.0106136 0.0056539 0.164404 0.15711 0.00729406
internal_count=2900 308 89 70 219 2592 142 2526 1779 1752 69 747 399 348 145 1683 114 89 53 1569 1444 125 1429 194 105 78 51 1235 1182 53
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=10 18 17 16 17 12 17 10 13 17 21 2 9 22 17 22 9 3 3 16 22 5 16 22 7 6 7 7 15 6
split_gain=0.000263806 0.000505423 0.00065198 0.000970726 0.00077717 0.000586993 0.000785629 0.0006463 0.000694328 0.00058382 0.0011222 0.000705519 0.00063535 0.000783969 0.00156077 0.000710423 0.000687633 0.00116768 0.00210952 0.00108285 0.00151811 0.000726965 0.00146785 0.000666213 0.000659049 0.00135252 0.00134292 0.00142597 0.0011726 0.00210565
threshold=90.740838818900016 18.257352782400002 220.68978861510001 17.484959112600002 217.44035869100003 327.98456567570003 208.75622138895002 80.059594666650014 117.55283175385001 208.12573104970002 10.906115243900002 297.58713971970008 212.62588569420004 -0.084239999999999995 196.65693750130004 -0.5169149999999999 207.37918994975004 91.512426302350022 88.396503329100014 18.934955721800005 -0.02852 2.7861270712500006 11.934972090850001 -0.09715 24.785467646950003 11.060258421150001 24.373474566200006 24.252468908850002 29.593577021650002 14.615341485100002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 8 -7 11 -11 12 16 15 -15 -14 21 18 19 20 23 -1 -23 -18 26 -26 27 -24 29 -28
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 10 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 22 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.078843135936655109 -0.038393551872703602 0.043657481494176614 -0.10001747150902601 -0.00026951932387811651 0.057215841332636991 -0.071758880053192073 0.035824374004915609 0.027385684491720814 0.0041158600510223546 -0.042934539784612404 0.062263986454730448 0.050946047281471979 -0.0063280774639164874 -0.053554176919218092 0.036197433633438351 0.060349027547023149 -0.015309729470547349 -0.084927661182714276 0.071551808550349635 -0.10003016339069833 0.045221778572070728 -0.083554960409084625 0.00026132275486905618 -0.10003017071929032 -0.064555277064474545 0.027122982819626607 -0.062061608546002789 0.061134693434686395 -0.083624704708734704 0.04780302970403337
leaf_weight=0.0011965841812008873 0.0017883877075233747 0.0026412016592525225 0.0016215649228552556 0.0024492845181747214 0.002380146647823266 0.0046278780092179339 0.0017283322272687585 0.0012270362316826322 0.0016311573073721775 0.0064279845583636855 0.0012039514435002729 0.0028830012165515497 0.0021950347754469135 0.003377915709256385 0.0045439534769258216 0.005874486986273908 0.0020255349280695629 0.0024421889197219224 0.0025281978123530289 0.001859498028352391 0.0026125448708000914 0.0020468232383447629 0.13926760807324096 0.0017132981727172591 0.0017683512911542678 0.017880705686242893 0.0038265881378469757 0.0039575485984073558 0.0033829073462783299 0.0032061260135378689
leaf_count=25 329 57 40 41 27 119 25 35 23 109 22 39 29 56 39 66 35 33 16 15 26 195 1123 29 70 153 52 28 33 11
internal_value=-0.000132084 0.000159678 -0.000335765 -0.0400027 0.000373046 -0.0002271 -0.0249455 -0.0389756 -0.0519853 0.000826293 -0.0263393 0.00182024 0.00113173 0.0202739 -0.002073 0.0422118 -0.000481794 -0.0225142 -0.00832071 -0.0329141 -0.0132645 0.00116331 0.000633184 -0.0541324 0.00162758 0.0188722 -0.000577835 0.00194335 -0.0352467 -0.0119757
internal_weight=0.236316 0.234527 0.231886 0.00407085 0.227815 0.225435 0.0092144 0.00748607 0.00625904 0.216221 0.00763194 0.208589 0.205706 0.0159914 0.00792187 0.00806952 0.189715 0.0131813 0.0107391 0.00821088 0.00635138 0.176533 0.175337 0.00373883 0.17329 0.0196491 0.153641 0.143225 0.0104156 0.00703271
internal_count=2900 2571 2514 81 2433 2406 202 177 142 2204 131 2073 2034 190 95 95 1844 154 121 105 90 1690 1665 64 1470 223 1247 1151 96 63
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=15 21 15 6 6 5 6 6 0 9 15 9 21 22 9 0 5 10 16 10 10 17 22 22 5 20 17 18 15 22
split_gain=0.000270051 0.0011768 0.000784871 0.000829403 0.00103861 0.000494475 0.000842185 0.00170731 0.000741293 0.00143743 0.00193102 0.00231834 0.00196453 0.00121344 0.00117879 0.00115992 0.00170176 0.000977061 0.00208121 0.00158494 0.00254701 0.00208909 0.0010499 0.00111305 0.00101605 0.0010626 0.00138337 0.00210912 0.000847937 0.000813235
threshold=11.896459116400001 17.123843457500005 12.389956812050002 4.9151148409000003 2.7550643716500001 13.264960807550002 13.665319288000001 13.775321858200002 93.972365491700018 206.08249486475003 29.049007317550004 202.89977928865002 3.5596964648000005 -0.02852 216.18094582280003 93.262612545250008 18.092020786850004 67.203387886850024 19.284954903400003 66.318885161900013 65.727424373200009 202.15076634215004 0.20327000000000003 0.13860000000000003 19.861308675400004 36.514114975300011 185.98603786385004 12.543841250850003 27.008040895250005 -0.088099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 -7 -8 15 10 11 28 -12 14 -11 17 -17 19 -19 20 22 -21 23 24 -9 26 27 -26 -10 -27
right_child=2 -3 3 5 -6 6 7 8 9 13 12 -13 -14 -15 -16 16 -18 18 -20 21 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.10001055568142514 0.062720242940755552 0.02420752715772179 0.025581818921077457 0.019126659010794696 -0.10000958953393219 -0.020757896479435295 0.063134271807024661 0.050357062798241418 -0.024084667439134191 -0.10002340162444597 0.016365962104377289 0.081484629274004489 -0.10003290315718819 0.0067621637324074202 -0.0091955953848423533 0.072699329299439217 -0.011620503240271557 0.013140550629888318 -0.07308829590758463 0.089263427687253108 -0.090743993674273896 -0.0079595635482967251 0.059772141458444061 -0.047860772484561137 0.08283912458772906 -0.012291763495789476 0.095703263363478577 -0.10003469710037727 0.029362985569724238 0.0055951368346979493
leaf_weight=0.0013419281027988996 0.0019943261975967621 0.0017667978160602615 0.0010389048716961244 0.0132559914975236 0.0017981466119946082 0.01919517819990868 0.0043512933931424405 0.0042800334704224943 0.0080634087034923141 0.0044304069486003073 0.0025560269652657999 0.0041688646124384823 0.0033508221606126654 0.0029243513466425952 0.002109123750514641 0.005505667177203577 0.0042343981327022107 0.0058736012068088539 0.0053473005664272932 0.0047067078658358241 0.0030264172906679923 0.004166706691876243 0.0030790814528192092 0.0045534156133655293 0.0012711060847099267 0.041883868466651764 0.0026355013035370689 0.0012516973864054037 0.0046975443574410755 0.064656829514093239
leaf_count=281 36 22 76 294 219 424 34 22 40 75 23 17 59 32 38 26 31 36 30 27 14 26 32 33 33 370 19 56 19 456
internal_value=-0.000136412 -0.0294131 0.000258599 -0.00028677 -0.0540191 0.000389019 -0.000780851 0.00120473 -0.000222776 -0.0140151 -0.000434951 0.0167413 -0.0496645 -0.0467846 -0.0707297 0.00262438 0.0360421 0.000406117 -0.0279517 0.00275426 -0.000108487 0.0436102 0.00211057 0.000637566 0.00254164 0.000709473 0.0450362 -0.00789433 -0.00440959 -0.00143666
internal_weight=0.233515 0.00310873 0.230407 0.228412 0.00283705 0.225575 0.212319 0.193124 0.188773 0.0323005 0.0228367 0.0169298 0.00590685 0.00946388 0.00653953 0.156472 0.00974007 0.146732 0.0112209 0.135511 0.126638 0.00887341 0.123612 0.120532 0.115979 0.111699 0.0051583 0.0025228 0.012761 0.106541
internal_count=2900 303 2597 2561 295 2266 1972 1548 1514 303 158 76 82 145 113 1211 57 1154 66 1088 1035 53 1021 989 956 934 108 89 59 826
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=3 7 20 20 7 7 18 20 18 5 5 6 22 10 4 22 22 23 3 13 21 17 23 15 16 18 7 7 17 20
split_gain=0.000249196 0.000467091 0.000521469 0.000741743 0.000501742 0.000723083 0.00119687 0.00170735 0.0015256 0.00133004 0.0008542 0.00133995 0.00146998 0.00113732 0.000946661 0.00132877 0.000869549 0.000661155 0.00181377 0.00135442 0.00160216 0.00114806 0.00110842 0.000940053 0.00290183 0.0024109 0.0014704 0.00205484 0.00189333 0.00135585
threshold=108.42013948475001 19.771475517600006 48.852845034800005 45.33565396960001 22.087764922150004 22.726915405250001 13.24392582145 42.131954243650007 13.258783262950002 22.120912517600004 20.410615048800004 16.375382608200002 -0.082314999999999985 61.960894532450006 186.12253940095005 -0.16717499999999999 -0.12350999999999999 0.11308000000000003 92.539417308200015 116.43981008785001 4.9951517063000006 193.40041255380001 0.11048000000000002 38.842471172100005 22.494947397000004 13.565012728250002 23.124786352450005 22.940014114900002 195.44378352670003 42.428475018400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 10 7 9 -8 -7 14 -12 16 -14 -6 -16 -13 22 19 20 -19 -22 23 24 25 -10 27 -25 -28 -30
right_child=-2 4 -4 -5 5 6 8 -9 17 -11 11 12 13 -15 15 -17 -18 18 -20 -21 21 -23 -24 26 -26 -27 28 -29 29 -31
leaf_value=0.036398627234644668 -0.037742756358891266 -0.018133868178800666 0.06230393241529484 -0.050041461829013756 0.069308770833961975 0.016052997920814608 0.098993440518334891 -0.10003044083742221 0.083339102302963736 -0.058825181922353323 -0.044067392115985461 -0.0050023555151419777 -0.04713355960587895 0.016170614814043374 0.062663438029064142 -0.082420838773123367 0.055714493545078861 0.061780627285059321 -0.042584081349982691 0.10001312498988153 0.031509002788351927 -0.080232380337404943 -0.053903046481476827 0.028937269446743026 -0.049358605406108737 -0.0028069683050633231 0.059854537399595856 -0.079669829022255334 -0.0167479965735273 0.035960951425174491
leaf_weight=0.0027173959910170567 0.0017482628589079443 0.015257720968538502 0.0024993932160470855 0.0015641078398189734 0.0049152757507666669 0.0063107087648290872 0.0015523235538239524 0.0028246969666683728 0.0033789526394585314 0.0038010389534335332 0.0045487782614994634 0.0032107338403193362 0.0048544448119036722 0.0068325426532993561 0.0013347906240461782 0.0011976783794532819 0.0088885383951476903 0.0041507533424476328 0.0034916082994342909 0.0028115984896430754 0.0017059696789959444 0.0019943723577644512 0.004104500994983106 0.0032894960921368002 0.013458049520750137 0.084273654935747178 0.0092610325118940295 0.0037032070264313433 0.011720418702353186 0.0083622143085761991
leaf_count=59 137 335 25 32 28 24 6 43 17 37 34 20 34 38 12 37 49 52 29 11 24 43 31 17 69 1414 54 30 103 56
internal_value=-0.000132265 0.000156106 0.0260085 0.00482056 -0.000636276 0.000659853 -0.00205689 -0.0312951 0.000348315 -0.012094 0.0135816 0.00566033 0.01517 -0.0101242 0.043718 -0.00595114 0.0396023 -0.000635137 0.0199717 0.0404563 0.0191281 -0.0287162 -0.0026957 -0.00116653 -0.00612423 0.000513908 0.0126289 -0.0285791 0.0224489 0.0051995
internal_weight=0.229764 0.228016 0.0067809 0.0042815 0.221235 0.205977 0.170195 0.0129364 0.157258 0.0101117 0.0357828 0.028335 0.0237863 0.011687 0.00744774 0.00253247 0.0120993 0.155706 0.0141543 0.0106627 0.0078511 0.00370034 0.141552 0.137447 0.101111 0.0876526 0.0363364 0.0069927 0.0293437 0.0200826
internal_count=2900 2763 116 91 2647 2312 2060 104 1956 61 252 175 141 72 77 49 69 1950 159 130 119 67 1791 1760 1500 1431 260 47 213 159
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=12 22 19 13 8 5 17 8 8 15 9 15 6 4 23 17 22 15 6 9 9 23 17 4 9 22 22 5 5 9
split_gain=0.000268229 0.000716493 0.000919242 0.00134364 0.000921283 0.000630129 0.000509711 0.000429197 0.00125784 0.000928913 0.00119499 0.00100374 0.000555506 0.000521977 0.00106308 0.000639017 0.00106753 0.00159096 0.00143228 0.00121859 0.00126221 0.00117132 0.00106407 0.00095202 0.00110792 0.000935581 0.00103756 0.0009638 0.001303 0.00151499
threshold=92.695913642950003 -0.14823499999999998 12.651020723000002 110.04934511175001 8.543332867800002 17.021905087450005 173.06150329755005 8.8430989333000021 8.7431769115000026 31.198916099800005 208.21354399485003 38.469938489650012 18.885441255300005 169.46043282405003 0.085765000000000022 188.16174763880002 -0.12350999999999999 42.670190152050004 16.535386346650004 203.31429194770001 201.44620319810005 0.10045500000000003 188.73286619890004 190.00198300580004 187.70546222865002 -0.66246499999999997 -0.59087999999999996 18.152162791050003 21.495293572000005 70.238863950400017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -4 -1 8 13 -9 -11 -12 -13 14 -2 16 25 18 19 20 23 -19 -17 -18 -25 -15 -27 -28 -29 -30
right_child=7 2 3 4 -6 -7 -8 9 -10 10 11 12 -14 15 -16 22 17 21 -20 -21 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.0038001281710267005 0.058627440285468041 0.027902974649568885 -0.033224163024177404 0.026122839851700441 -0.036829049107735289 -0.10004827594031454 0.087804398015008944 -0.080335808441581572 0.046819788518391532 -0.067018599377528743 0.064233068975258101 -0.064538426684258327 0.022439383289666312 -0.085297334631474209 -0.0012946576275394937 0.053281852992611317 0.017910545322306601 -0.033261581354369969 -0.10004190313818401 -0.093859661769278527 0.083646100149689012 0.091293061123639399 0.00094690064660369689 -0.0062165930412004392 -0.074852560718397979 0.070664756769458964 -0.040683586471581677 0.064229058296742816 0.014295342377144887 -0.10001540822839008
leaf_weight=0.0012668689723736018 0.0045887585069213374 0.0035826164702097421 0.0027933185493793653 0.0046819253302246011 0.0046175014349856269 0.0028517526934592752 0.0011669200643433797 0.0019946317998096328 0.0060700074050146205 0.0021665134995851876 0.0027101024030002918 0.0014386591407795635 0.0014998040733331663 0.0010595828242836438 0.0083448262112710836 0.0040039760951368067 0.003924281405273772 0.0012800859841046721 0.0030179122824243168 0.0022402633057382248 0.0011991512615373021 0.0018406746649092254 0.13067999906664943 0.0046778860942987242 0.004729666861919668 0.0025351207342029199 0.0039854566010945639 0.0037961711265044329 0.006009103995458176 0.0014365771454419862
leaf_count=27 34 36 22 30 28 23 14 30 42 25 29 24 18 17 38 29 23 32 101 54 13 18 1484 176 64 29 158 62 109 111
internal_value=-0.000114447 -0.0108898 -0.0175908 -0.0284969 -0.00513505 -0.0669821 0.0401212 0.000986081 0.00201068 -0.0194249 -0.00387874 0.0203386 -0.0201446 0.000574225 0.0199653 -0.000847397 -0.0116595 -0.0261565 -0.0366214 -0.0252091 -0.0146251 0.0402027 0.00250275 -0.0234643 -0.0407235 0.00598598 0.0114313 0.00156982 0.0165495 -0.00775989
internal_weight=0.22619 0.0209609 0.0185271 0.0149445 0.00929943 0.00564507 0.00243379 0.205229 0.19542 0.00980971 0.00781508 0.00564857 0.00293846 0.189349 0.0129336 0.176416 0.0417319 0.0229099 0.0197892 0.0167712 0.014531 0.00312076 0.134684 0.0133318 0.00940755 0.018822 0.0177624 0.0152273 0.0112419 0.00744568
internal_count=2900 180 139 103 58 45 41 2720 2594 126 96 71 42 2552 72 2480 967 481 431 330 276 50 1513 263 240 486 469 440 282 220
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=15 23 13 22 13 22 23 20 10 5 17 20 23 23 22 23 20 17 5 15 16 10 6 19 22 9 22 0 22 4
split_gain=0.00026245 0.00100915 0.000598943 0.000315624 0.00127367 0.00101466 0.00107885 0.000803904 0.00154214 0.00138828 0.000702446 0.000523925 0.0012868 0.00125351 0.00120192 0.00115366 0.00195464 0.0021889 0.0021619 0.00164906 0.000986818 0.00151312 0.00133302 0.00124429 0.0012156 0.00273147 0.00194497 0.0017073 0.00132519 0.00177091
threshold=46.574831689400007 0.092290000000000025 117.62273166525001 -0.50001499999999999 117.38883580790001 -0.58350999999999986 0.083905000000000021 39.852039223600009 75.645146416450004 15.210950700600003 195.44378352670003 42.178283198950005 0.087725000000000011 0.087265000000000023 -0.24103499999999997 0.11467000000000002 43.740100730350001 203.08534335880003 21.377246852200006 39.104631750950013 21.534949641950003 62.197478847950002 16.435384010100005 14.551174033150001 -0.077279999999999988 189.54401862130001 -0.14380499999999999 86.036037090600004 -0.053019999999999991 222.56810966585002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 9 -9 -8 -7 20 13 14 -13 16 17 -14 -19 -18 22 24 23 -5 25 -22 -27 -28 -26 -30
right_child=1 -3 -4 11 -6 10 7 8 -10 -11 -12 12 15 -15 -16 -17 19 18 -20 -21 21 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=-0.061562964955643187 -0.10001659901350878 0.032778033621348825 -0.016651841234623928 0.0019262617541372905 -0.10004599307543789 -0.10001891494153466 0.063817501006349309 0.088653346247429154 -0.023796705269858904 -0.087362296535142658 -0.0078626807854729804 -0.1000074617172933 -0.071302379659948331 0.060185496706806979 0.002104423901105535 0.030436933229195925 -0.027254693033689527 -0.047120661862641425 0.10002609202935209 0.098165110553194074 0.042513586064442749 0.052055228999061703 -0.073429916346794466 -0.088525027278775939 0.048245692324078333 0.02943355468879846 -0.0071412733775534061 -0.089039707293645187 -0.040644582458817122 0.025791635658179737
leaf_weight=0.0016066130277174765 0.0015855803083493205 0.0021254115399846341 0.0018880750217817877 0.069773299105238273 0.0015332187194871958 0.0015597122166867696 0.0011074426281004746 0.0035416631974669599 0.0018600859898911803 0.0013453183020146753 0.0017609223438333488 0.0011854559464548045 0.011890305384511357 0.0036685498947122133 0.041744871936572642 0.0032799909778340455 0.0024435439148565987 0.0024347913670652579 0.0016925533709581941 0.0018360736212343909 0.0065865324937703909 0.0091776021414489151 0.0025642872994620083 0.001554756529912992 0.011088262899420442 0.0034807147629862803 0.0042088005297671333 0.0064406109859191929 0.0059058844801427304 0.012513318166519127
leaf_count=58 51 46 35 968 17 52 20 26 35 21 34 95 107 19 713 34 59 46 4 5 28 55 136 10 49 15 30 31 35 66
internal_value=-0.000118661 -0.021496 -0.0547044 0.000430931 -0.0139215 -0.00359056 0.0131013 0.0283736 0.0499313 -0.0191033 -0.0511487 0.00144068 -0.00555282 0.00407924 -0.000715241 -0.0245899 -0.0334822 -0.0495227 0.0132217 0.0265539 0.0051226 0.0147191 -0.002592 -4.5329e-05 0.00789657 -0.0106706 -0.0354616 -0.0566723 0.0209323 0.0044897
internal_weight=0.223384 0.00559907 0.00347366 0.217785 0.014315 0.0127818 0.00946112 0.00785451 0.00540175 0.00245276 0.00332063 0.20347 0.0701761 0.0465989 0.0429303 0.0235773 0.0202973 0.0160177 0.00412734 0.00427962 0.133294 0.0594017 0.0738923 0.0713281 0.0502241 0.0207167 0.0141301 0.0106494 0.0295075 0.0184192
internal_count=2900 132 86 2768 263 246 160 102 61 41 86 2505 1082 827 808 255 221 157 50 64 1423 309 1114 978 254 104 76 61 150 101
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=21 23 7 5 22 17 22 5 22 20 3 12 17 15 12 5 18 23 22 5 17 6 21 7 7 2 22 12 7 22
split_gain=0.000254286 0.00104132 0.00222672 0.00138464 0.00248415 0.00319721 0.00215638 0.00142407 0.00142163 0.00287391 0.00125658 0.0012442 0.00168181 0.00159695 0.00107087 0.00106248 0.00146289 0.000995177 0.00102822 0.000928396 0.000929557 0.000892141 0.000871348 0.00212028 0.00208509 0.0014192 0.00126535 0.00181727 0.0010076 0.00146513
threshold=2.9845679401500003 0.07968500000000002 24.891451065550005 21.788492303450003 -0.10098 196.65693750130004 -0.030985000000000002 22.553892743650003 -0.12835499999999997 41.21013581150001 77.769028339500025 218.12027148180002 192.49174628505003 42.914654887700003 257.51579034465004 21.125470787600005 11.831616630050002 0.11112000000000002 0.0023400000000000005 15.210950700600003 187.73134645290003 17.405406674550004 4.6945295958000006 25.027970878050002 22.580174331950005 152.77222943215003 -0.11420499999999999 221.35139589120004 22.398098708400003 -0.11600999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 8 -6 10 -5 9 19 -7 12 13 21 -13 -1 -17 18 -8 -3 -21 -9 23 24 28 -25 -26 -28 29 -2
right_child=22 3 -4 7 5 6 17 11 -10 -11 -12 14 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 25 26 -27 27 -29 -30 -31
leaf_value=0.053200639917479232 0.048669886937075413 0.043274245394024524 -0.061561899349038579 0.06757174684147535 -0.077396542565069448 0.037438669777518682 0.054721941067206126 -0.085629838530723951 0.066361052569331419 0.079800709129807523 -0.079370473006822095 -0.084392130834040915 0.086453362611304554 0.075135395899403698 0.01181010838300918 0.098959321931091623 -0.036910174179007646 0.091220828487007799 -0.032711524318133046 -0.011655978473564366 -0.10002925811109742 0.0044772544259544713 0.0010305289692519421 0.075859084317112857 -0.0055266996246819211 -0.020300600542795647 -0.09280975357766609 0.0053941152530036099 0.079098652560243177 -0.10002657619210037
leaf_weight=0.012260014568101045 0.0015270828136705883 0.0010285082440325832 0.002589394832199019 0.0046579520161858503 0.0097240786811152204 0.0012103852507638832 0.0026425129029528076 0.0020348706161996688 0.0044592400923528135 0.0028230792264027915 0.0038513294796871378 0.002429773257972557 0.0029968273865961237 0.0017826600619699207 0.0022090760090343053 0.0010423435766711 0.0033053133073845942 0.0021119009399845901 0.0027393540048295546 0.0021166369178757805 0.002719461068778628 0.0023885808024033395 0.12078529158038442 0.0033513181283737472 0.0040259932212860479 0.0028316286982041361 0.0085224697807007067 0.0024192700467366999 0.0019080504134763032 0.001170581038196338
leaf_count=100 33 70 122 30 136 29 22 34 35 30 47 18 14 18 25 14 117 14 40 14 33 30 1588 46 39 79 52 32 9 30
internal_value=-0.000126887 0.00468963 0.0246904 -0.00243038 -0.0140098 -0.0343513 -0.00101329 0.0197439 0.0204621 -0.00309697 -0.0514384 0.00364917 0.024935 -0.00477118 -0.0385795 0.0381384 -0.00433569 0.0330467 0.0102186 -0.0430019 -0.0613505 -0.0369737 -0.0025303 -0.0192289 -0.0353546 0.0318205 -0.0534596 -0.0710964 0.0234834 -0.0158531
internal_weight=0.219665 0.0731233 0.0191971 0.0539262 0.0354265 0.0222796 0.0125555 0.0184997 0.0131469 0.00868769 0.00506171 0.0138418 0.00920294 0.00620611 0.00463885 0.0166077 0.00434766 0.00749377 0.00538187 0.00586461 0.0048361 0.00442345 0.146542 0.0257564 0.0195734 0.00618295 0.0149677 0.0109417 0.00460571 0.00269766
internal_count=2900 992 353 639 470 288 152 169 182 147 76 139 96 82 43 231 131 76 62 117 47 64 1908 320 195 125 123 84 72 63
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=22 5 22 23 20 13 2 7 3 8 6 20 20 22 22 22 6 22 22 22 22 15 20 6 21 22 12 15 22 23
split_gain=0.000262372 0.000476195 0.000290303 0.00079391 0.000362407 0.00193776 0.00146178 0.00158271 0.00149479 0.0016266 0.0011182 0.00108073 0.000944369 0.000650881 0.0010621 0.000702277 0.00118982 0.000631986 0.000756587 0.00161103 0.00100075 0.00162985 0.00133504 0.000925938 0.000694755 0.00121594 0.000847848 0.000944286 0.000958864 0.00108863
threshold=0.68694500000000025 12.393278704700002 0.27148500000000009 0.094415000000000013 36.625813070500008 113.96105169155001 132.99388411665004 22.765858321950002 85.898925725950008 8.1436447804000007 14.055328400500002 37.020641110850008 37.360990606650006 0.24816000000000005 0.20327000000000003 0.15675000000000003 16.355382140900002 0.12812000000000004 0.090855000000000033 0.06041500000000001 -0.0023999999999999998 32.393814985100008 40.621691032550004 16.135377000500004 0.94945978800000008 -0.055714999999999994 78.909246879600019 35.34809845485001 -0.23771499999999998 0.094275000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 -8 -6 -13 14 15 17 -17 18 19 20 24 -22 -23 -20 25 26 -14 28 29 -28
right_child=1 -3 3 -5 11 -7 10 8 -10 -11 -12 12 13 -15 -16 16 -18 -19 23 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.058561147906687351 -0.017394270490351586 0.065281977707304414 -0.077860945290751327 0.026727923956478074 -0.047330759878950121 0.078263086820796066 0.014500984479524685 0.039938063972794161 0.073686463066365324 -0.10004301180447923 -0.092944608954013908 0.056516019477255611 -0.070106376918526989 -0.052600490953156331 0.05800097025447512 0.0095898548750742753 -0.080872343841038044 0.058215446941697072 -0.10003018153015053 0.073189084158704537 -0.10002690427437916 0.055419044680719176 -0.046894371953539599 0.016582251940398186 -0.0017563608995559525 0.077482537792234712 -0.080489873680541529 -0.024521825687715108 0.06202510680907436 0.051200758079195434
leaf_weight=0.0021958065240461422 0.0012147892291274323 0.0016333897988261015 0.0016450944593774308 0.0012987433838023213 0.0049856675891994931 0.0036750284739355257 0.0015381335718706009 0.0022328264534974794 0.0047388338961980025 0.0013213843665624836 0.002615870769320211 0.0028949409646696336 0.0012865885908013306 0.0024168118044731726 0.0030655425848600251 0.0029142658228806786 0.0029015235230041014 0.0018316890107285535 0.0016617718854889376 0.0029565055363107709 0.0026460335380607269 0.0022067841903208318 0.0030215873866907828 0.0011536058313588171 0.14104292464792328 0.0030182674453333178 0.0012413127777892736 0.0038665158280082323 0.0049286997741120313 0.0012699244384890562
leaf_count=39 23 21 71 28 46 72 130 51 18 20 42 46 8 37 35 22 26 21 97 28 142 15 34 15 1615 38 29 32 83 16
internal_value=-0.000130488 0.0300194 -0.000534454 -0.0317191 -9.65251e-05 0.0133406 -0.00295353 0.0169302 0.0369186 -0.0121041 -0.0531599 -0.00138312 -0.000153656 -0.00104803 -0.000359724 -0.00136511 -0.0355421 -0.000210384 -0.00083879 2.53848e-05 -0.00128933 -0.0360754 -0.00371006 -0.052248 0.000459226 0.0204763 0.00681321 0.0155661 0.0363997 -0.0138944
internal_weight=0.215421 0.00284818 0.212573 0.00294384 0.209629 0.0183179 0.0146429 0.0104889 0.00829304 0.00355421 0.004154 0.191311 0.186325 0.18343 0.181014 0.177948 0.00581579 0.172132 0.170301 0.167485 0.164529 0.00787441 0.00522837 0.00281538 0.156654 0.0156113 0.012593 0.0113065 0.00743994 0.00251124
internal_count=2900 44 2856 99 2757 372 300 128 89 71 172 2385 2339 2293 2256 2221 48 2173 2152 2040 2012 191 49 112 1821 206 168 160 128 45
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=10 18 16 19 16 7 16 15 18 0 15 9 15 5 22 5 15 18 22 22 20 15 20 13 6 6 19 2 10 0
split_gain=0.000283721 0.000494377 0.000704696 0.00115065 0.000582975 0.000530166 0.00122872 0.000800276 0.000511843 0.000922629 0.000649678 0.000483167 0.00043839 0.000429584 0.00100204 0.000898636 0.000583086 0.000893074 0.000887548 0.00079079 0.000557358 0.00087245 0.00107519 0.000545288 0.00114904 0.00194105 0.00108258 0.000970983 0.000644143 0.00218565
threshold=90.988176966900014 17.140917755100002 17.654958715000003 12.851036860900001 11.599972874200001 26.565321014450003 9.744977212000002 19.112687623850004 16.402557800150003 98.851916998450022 17.382777826050003 56.039380217300014 15.867801003350001 11.848158554650002 -0.16297999999999999 13.175707186950001 21.595769066000003 15.974481919500002 -0.22699 -0.23771499999999998 34.997818021800008 33.202295547750005 32.785955158400007 99.739108181550009 13.665319288000001 13.775321858200002 13.051052998800001 185.83358638795002 69.873026810350026 93.262612545250008
decision_type=2 2 2 2 2 2 2 2 2 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 11 -3 -7 -8 10 -10 12 -1 -6 14 -12 -15 17 18 19 -17 21 22 -18 -22 26 -26 -25 -28 29 -27
right_child=-2 2 -4 -5 8 6 7 -9 9 -11 13 -13 -14 15 -16 16 20 -19 -20 -21 23 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=-0.014100305097650282 -0.043187930139692791 0.061139373077300045 0.099976824626126906 -0.061952227029246382 0.001867327731132373 0.074269803963126338 -0.10001251107355907 0.013711911538022934 0.0098369803455480576 -0.072887819470649692 0.016525362110014392 -0.10001479774719722 0.067670518849883704 0.062743225026619276 -0.10000978268225841 -0.077126224710015914 -0.079877541874905256 0.047196949260628951 -0.089761868711533702 0.030401745076605799 0.05276752782989589 0.065394379552040804 0.034073513546873782 -0.087700118738094662 0.082369179777121174 -0.0003812575068607866 0.037395020197342393 -0.068461543348332959 -0.014401833759544637 0.069556260881144458
leaf_weight=0.001749842503647763 0.0015190614184683862 0.0031289221585614757 0.0010365227801543151 0.0016707304438050574 0.0017582237532494096 0.0016242803660508898 0.0011246014020818151 0.0013757169100702127 0.0027559489033492915 0.002639388439030943 0.0015759176933229924 0.0010457950465845578 0.0023868486245059994 0.0022792634218475874 0.0013874963175006796 0.0010823076250803254 0.001266152908851125 0.0012441225217685314 0.0025536168457479516 0.0018581693074963823 0.0019020232066442313 0.0033282197682638071 0.0023929776311888418 0.0029050669168526602 0.0028505396220452886 0.12498383420532228 0.0021332668214029127 0.001459250779603849 0.028853193735038474 0.0046341627966057777
leaf_count=89 319 44 9 44 49 18 70 37 33 105 28 98 44 25 151 47 51 19 88 16 26 21 25 83 25 960 24 35 293 24
internal_value=-0.000125343 0.000184699 0.0219308 0.012866 -0.000892814 0.0300992 0.00655203 -0.0374394 -0.000253293 -0.0306318 0.000596671 -0.0462393 0.0397586 -0.000263627 -0.0380374 0.000339085 -0.000436265 -0.0293077 -0.0466319 -0.0091763 0.000664653 0.0283436 -0.00535647 -0.000474878 -0.00107831 0.000582325 -0.0423086 -0.00560304 -0.000888836 0.00211918
internal_weight=0.212505 0.210986 0.00996077 0.00892425 0.201026 0.00725352 0.0041246 0.00250032 0.19823 0.00539534 0.192835 0.00279564 0.00414507 0.18869 0.00296341 0.185726 0.183447 0.00673822 0.00549409 0.00294048 0.176709 0.00698735 0.00365913 0.169721 0.167819 0.161322 0.00649758 0.00359252 0.158471 0.129618
internal_count=2900 2581 222 213 2359 169 125 107 2172 138 2034 187 93 1941 179 1762 1737 170 151 63 1567 97 76 1470 1444 1302 142 59 1277 984
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=3 5 7 5 7 18 21 23 5 5 21 9 21 9 21 9 19 12 5 13 16 16 9 0 15 16 10 7 14 0
split_gain=0.000237486 0.00100458 0.000818176 0.000623348 0.000542326 0.000871316 0.000563929 0.000774096 0.000519006 0.000965928 0.000664769 0.000560224 0.000495651 0.000491375 0.000461753 0.000457244 0.00137544 0.000987423 0.00141327 0.0010261 0.000961699 0.00095082 0.000755973 0.000650451 0.00190696 0.000833958 0.000872666 0.000835267 0.00109789 0.000795434
threshold=103.44111502715002 29.040033326300005 20.234873028950002 30.690160697650004 21.725272673150005 14.339258036900002 6.9984086918000008 0.079785000000000009 25.763052016400003 24.779543538450003 9.2412132874500035 220.28141982375004 5.2714636949000004 60.983947735000008 4.8216519326000009 187.70546222865002 14.451165964200003 144.78335471795 20.102686929350003 109.72404167800001 16.064962433100003 22.664946999500003 186.14781787895004 85.716110573100011 40.128253618400009 22.714946882600003 61.885617704800005 22.689595575850003 168.39662374755002 103.44649194340002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 -3 5 6 7 -4 9 15 -11 14 -9 -1 -10 16 17 18 19 22 -19 -22 -6 24 -17 26 -25 28 -28 -29
right_child=1 3 4 -5 8 -7 -8 12 11 10 -12 -13 -14 -15 -16 23 -18 20 -20 -21 21 -23 -24 25 -26 -27 27 29 -30 -31
leaf_value=0.0067204430401830179 -0.10001913403211037 0.054821133539925571 -0.073312950835707907 -0.030548773563832444 -0.051051429053315979 0.055307093311493673 -0.083381780283998896 -0.021650872948297754 -0.037667921048872136 -0.10002274709451248 0.001268737960165937 0.098953160379778804 0.060780288890251548 0.071838542363209731 0.05797251042067765 -0.10004231784415188 0.05048481402645838 -0.0036913918313599449 -0.052057195142848872 0.095404721461021913 0.068298263356685623 -0.02408642613243115 0.052097938352405504 -0.068679496476139801 0.0036105048867459801 0.061730629550162557 0.062710016711867073 -0.001229860972478528 -0.0021184675226508754 -0.060242617519999209
leaf_weight=0.0021510035692028353 0.0012300778303062634 0.0014643348230549691 0.0017855796319512507 0.0020564722966005533 0.0018099600188476225 0.0011339518901287704 0.0020424863200494414 0.0019432738594176158 0.0010151265407074552 0.0016214817375077564 0.0010791358919829408 0.0010862528763837531 0.0011678046057070901 0.0025121853751608469 0.0010041681575874151 0.0025878696569350268 0.0070620661226712391 0.0091837850976488021 0.0064618367538287202 0.0013180962359911064 0.0048456288939564543 0.0014466187500374872 0.0011696846425053309 0.0018798502933350383 0.0056501326666946738 0.0021514862019103012 0.0047367075821966864 0.1283540987192375 0.0058246388143743388 0.002325467074464598
leaf_count=48 116 50 47 82 87 19 82 42 24 30 25 12 12 43 38 33 32 526 28 11 95 10 10 12 58 17 22 1052 29 208
internal_value=-0.000118984 -0.0222227 0.000392397 0.00495733 -0.000569785 -0.0259616 -0.0392421 -0.0208306 0.000494471 -0.000170032 -0.0595478 0.0410442 0.00929129 0.0418013 0.00989278 0.000688373 0.0113111 0.000766433 -0.0225005 0.0219394 0.0169425 0.0470586 -0.0105593 -0.0016158 -0.0289508 -6.57028e-05 -0.000994666 -9.38129e-05 0.0269568 -0.00228
internal_weight=0.210101 0.00475088 0.20535 0.00352081 0.200687 0.0080731 0.00693914 0.00489666 0.192614 0.189509 0.00270062 0.00310555 0.00311108 0.00466319 0.00201929 0.186808 0.0332977 0.0262356 0.0107596 0.00429774 0.015476 0.00629225 0.00297964 0.15351 0.008238 0.145272 0.143121 0.141241 0.0105613 0.13068
internal_count=2900 248 2652 132 2561 202 183 101 2359 2285 55 74 54 91 62 2230 799 767 136 108 631 105 97 1431 91 1340 1323 1311 51 1260
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=22 5 9 20 20 18 9 4 23 16 10 3 21 21 5 5 12 12 20 21 14 0 18 2 23 0 19 2 4 7
split_gain=0.000223635 0.000388153 0.000278852 0.00030572 0.00123907 0.0015613 0.00185125 0.00130845 0.00108748 0.000980911 0.000843701 0.00173351 0.000879127 0.000926494 0.00095122 0.00123773 0.000925329 0.00125749 0.00115351 0.00103328 0.000847551 0.000803678 0.000780484 0.000676555 0.000618896 0.00117166 0.000936229 0.000594644 0.00075979 0.00056531
threshold=0.68694500000000025 12.393278704700002 28.686210334850006 43.19689381845 42.718072821900002 13.197799034350002 201.63419974125003 375.86663358980007 0.087530000000000011 22.664946999500003 80.468240302450013 79.47351079420001 6.655069997600001 6.338788634150001 20.717225865800003 22.247999666950005 197.02116758845003 155.27099795600003 43.509905336500005 15.697044644950003 279.92507423175005 92.031298721500022 14.255915995100002 190.89843378335004 -0.15959999999999999 86.692020874450009 14.251149826300002 92.716362671650018 198.95919911430005 24.437987282900004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -7 10 11 -5 13 14 21 -16 17 18 -14 27 -17 -13 -23 -18 -25 -26 -27 -20 -29 -12
right_child=1 -3 3 9 5 6 7 -9 -10 -11 29 12 16 -15 15 20 23 -19 19 -21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.046135245422935491 -0.014355727941715893 0.062813391568845023 0.00061373911314276889 -0.1000219586147072 -0.10003485152389613 0.059140931118274169 -0.090232635964440366 0.021311167201955711 -0.025031756605266953 0.086196357749629221 0.098766824902189521 0.099198020988829419 0.086192696928145282 0.084215673574436489 -0.083385964743061008 0.064110231615810517 0.072036695857184488 -0.10003456579253944 -0.10003362928507885 0.04027615533882422 -0.046151967237277616 -0.028379056798376181 0.066950151500804675 0.037127091107002914 -0.10002540157946685 -0.043730506637945983 0.088188210165861466 0.039827573526781304 -0.077257754269267717 0.021729355086126841
leaf_weight=0.0013293736483095666 0.0011659212316058589 0.0014781600989408616 0.15361183704115061 0.0016819029938588406 0.002620629937289517 0.0035030674863794076 0.0037120173860961878 0.0014673537653691615 0.0027319019018712254 0.0015418535826583471 0.0013631097917823345 0.001657899510187022 0.0010219550665055976 0.0021624420959032173 0.0018769035084654773 0.0017704866017158594 0.001618416385326781 0.002119334830261721 0.0017484068610436054 0.0015320300416306054 0.0011499007289295093 0.0019068152596446453 0.0015626770721439698 0.0025179170362399361 0.0013720356842510384 0.0011470515885152466 0.0010131795097549912 0.0010479541546963844 0.0011763738604475549 0.0031624559842065025
leaf_count=208 23 21 1811 42 62 36 45 19 22 13 13 14 10 15 17 34 14 66 20 14 24 26 19 48 35 59 7 18 41 104
internal_value=-0.00011163 0.0287853 -0.00048411 -0.000186327 -0.00198489 -0.0304267 -0.0144453 -0.0586315 0.02226 0.00815431 0.00467751 -0.00137826 0.00446325 0.0249032 0.0119799 -0.0200262 -0.0106802 -0.0331091 -0.0113773 -0.0294911 0.0206946 0.0419254 0.0145577 0.0146075 -0.000754712 -0.0277581 0.0181413 -0.0563959 -0.022095 0.0449332
internal_weight=0.207771 0.00264408 0.205127 0.203798 0.167647 0.014035 0.0114143 0.00517937 0.00623497 0.0361511 0.0346092 0.0300837 0.0284018 0.0120871 0.00992468 0.00479729 0.0163147 0.00864605 0.00652672 0.00550476 0.00292039 0.00512739 0.00346949 0.0076686 0.00605018 0.00353227 0.00216023 0.00397273 0.00222433 0.00452557
internal_count=2900 44 2856 2648 1995 184 122 64 58 653 640 523 481 149 134 75 332 169 103 93 58 59 45 163 149 101 66 79 59 117
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=3 7 23 18 9 17 22 17 23 18 20 10 7 19 18 19 19 23 18 7 22 15 9 18 22 0 21 16 0 19
split_gain=0.000213383 0.00033362 0.000443629 0.000407986 0.00158025 0.00109311 0.00105215 0.000736531 0.00119528 0.000567674 0.00389589 0.00124104 0.000564469 0.00149579 0.00135216 0.000734578 0.00178969 0.000681449 0.000624692 0.00137748 0.00232936 0.00146819 0.00106033 0.000889034 0.00127514 0.00241957 0.00151521 0.00100079 0.00215276 0.00189366
threshold=108.42013948475001 19.771475517600006 -0.11050499999999999 12.903279561150002 195.51131808980003 177.48499193625003 -0.042409999999999996 181.49225329600003 0.10273500000000002 13.057710350500001 42.718072821900002 61.950140699950005 22.580174331950005 14.351157895250003 13.197799034350002 14.351157895250003 14.451165964200003 0.092290000000000025 13.316069313700003 23.124786352450005 -0.085734999999999992 38.469938489650012 190.58777288605003 13.713893333650001 -0.081474999999999992 86.420486603250012 5.8597508135000007 22.604947139800004 88.576630023850015 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 -1 4 6 -6 7 8 -3 10 11 -5 13 17 15 -14 -17 -11 -16 20 21 22 -20 24 26 -26 -21 28 29 -25
right_child=-2 3 -4 9 5 -7 -8 -9 -10 12 -12 -13 14 -15 18 16 -18 -19 19 23 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.042840904752142646 -0.037814768580246266 -0.080455223361448849 -0.016008673506501085 0.0086804800762666345 -0.035597699015270073 0.078462858027857657 0.018740925177620587 -0.082988698333631261 0.062470313742722119 0.0063527929025134827 -0.07209038933646765 0.077198494034346643 -0.079441496820460963 0.064841411680831115 0.02308869200351317 0.036802680012209002 -0.074977324336085102 -0.072296643347344161 0.079413677967415497 -0.049156801207514769 -0.082427903829946692 -0.059637222749718881 -0.01075366433980747 -0.10005211354156665 -0.024380773397050443 0.07237905194842302 0.024719968175551058 0.028558632471526003 -0.0011730015857544423 -0.005518259435780333
leaf_weight=0.0039423055711331756 0.0014902897916697624 0.001259109549853755 0.0018974950699313089 0.0044792044762598238 0.0013060687930090973 0.0023556913896243259 0.002294262066840246 0.0045371666798637023 0.0010931151700788178 0.0063693205044417223 0.003501369606738026 0.0064501543065276223 0.003132412671989826 0.0045953749837881475 0.010608857472906408 0.0028581615440399499 0.0028712784945952308 0.0013320369839253665 0.0025299150390827307 0.004642841887658733 0.0055126856524125856 0.0025501271001129311 0.0026918927045755936 0.0043522524580894562 0.0037875062986287853 0.0081352581219107378 0.006905359916515863 0.0092089047143986136 0.084297026582105583 0.0041295209602125738
leaf_count=54 137 51 62 37 38 24 33 31 5 188 34 56 34 39 63 21 19 26 28 34 53 18 16 35 35 34 28 78 1561 28
internal_value=-0.000113078 0.000162851 0.0237192 -0.000532668 -0.0177659 0.03778 -0.0399135 -0.0594462 -0.0140355 0.000664295 0.0197086 0.0491176 -0.000947466 0.0196907 -0.00255151 -0.0405035 -0.0192153 -0.00725052 -0.000299617 -0.00208798 -0.0327085 0.00255788 0.0329315 0.00115437 0.018702 0.0416413 -0.00498147 -0.00288394 -0.00600482 -0.0540264
internal_weight=0.205117 0.203627 0.0058398 0.197787 0.0128454 0.00366176 0.00918365 0.00688939 0.00235222 0.184941 0.0144307 0.0109294 0.170511 0.0122967 0.158214 0.00886185 0.00572944 0.00770136 0.149352 0.138743 0.0132846 0.00777193 0.00522181 0.125459 0.023471 0.0119228 0.0115482 0.101988 0.0927788 0.00848177
internal_count=2900 2763 116 2647 182 62 120 87 56 2465 127 93 2338 253 2085 74 40 214 2011 1948 115 62 44 1833 131 69 62 1702 1624 63
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=15 22 23 22 13 4 22 17 6 3 22 15 22 13 3 12 2 21 15 20 16 8 15 16 7 3 20 22 16 23
split_gain=0.000215612 0.000894912 0.000499077 0.000294225 0.00107629 0.0010449 0.000844204 0.000727741 0.000638547 0.0008162 0.000386009 0.0016439 0.00165335 0.00109747 0.000510587 0.000512172 0.000689711 0.000513803 0.000554544 0.000468405 0.000967444 0.000912991 0.00117046 0.0010854 0.00214489 0.00128762 0.00168055 0.00150881 0.00100626 0.000996865
threshold=46.574831689400007 -0.082314999999999985 0.092290000000000025 -0.50001499999999999 117.38883580790001 297.01943727890006 -0.58350999999999986 195.44378352670003 13.825323026450002 81.430708313150021 -0.16187499999999996 37.434800281900003 -0.24103499999999997 117.30011668960002 108.3367972827 144.78335471795 325.75432260090003 12.749485150050001 22.863620006050002 39.211875820650008 21.534949641950003 8.6432548896500023 42.133814420300006 20.784951395750003 23.368583030350006 85.718799031250015 38.238138001450004 -0.033594999999999993 18.684956306450005 0.091885000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 8 -8 9 -1 11 12 13 -5 15 -14 17 18 -17 20 21 22 23 24 -12 26 27 -26 -29 -28
right_child=1 -3 -4 10 -6 -7 7 -9 -10 -11 19 -13 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-0.0030842173070359802 -0.018852398065576169 -0.07144315080771399 0.064436517343219826 -0.081438173341509629 -0.10003917125854021 -0.10001200596596045 -0.10001483636032359 0.0061812250816455291 -0.011233729709411564 0.085472930220580057 -0.061836086693708485 0.071273591541690204 -0.016213000848136899 0.028947417885354793 -0.032346638643383184 -0.0038019344430637752 -0.018692488502391035 0.095162485766295074 0.070364147052739565 -0.0032641583383016936 0.043043759939878773 -0.058758698150462176 -0.079773487159188153 0.063368624241168514 -0.078265371487863514 0.051491113356378251 0.0021191085580834455 -0.038425098380783028 0.049516144181663564 0.079557946586334916
leaf_weight=0.0018066635277874683 0.0018100542982288914 0.0020503404064200472 0.001194021197961026 0.0032792723428280339 0.0013150882140848816 0.0010351800902178585 0.001216047540747443 0.001374881538376671 0.0031894665791867283 0.0024549935637878662 0.0041787283833620943 0.0040670477181947709 0.0019956565214247594 0.0012417191585463172 0.0015784341729840881 0.0019470720380438955 0.0015655809317403069 0.0021449997325859727 0.0020906305389019053 0.12320717115912777 0.0069609429342563081 0.0022965378327315369 0.0014971901270683921 0.0034769749031511301 0.0036157049698432578 0.0070797255057106758 0.0036058202322269981 0.0025856450396905999 0.0026191595798081835 0.0030841932914276449
leaf_count=61 49 57 26 143 17 71 45 20 33 16 78 24 56 31 40 76 32 22 29 1485 53 22 15 21 146 33 48 106 15 30
internal_value=-0.00011717 -0.0205104 0.0142522 0.000407361 -0.0145075 -0.00435317 0.00550778 -0.0436617 0.0226051 0.0479305 0.00141122 0.0145607 2.25271e-06 -0.0511201 0.0204152 0.0289622 0.0405976 0.055611 0.0345996 -0.000183162 0.00907525 0.00212887 0.00653393 0.0108062 0.00397895 0.0161534 2.35798e-05 -0.0286432 0.00582866 0.0378195
internal_weight=0.201565 0.00505442 0.00300408 0.196511 0.0123923 0.0110772 0.0100421 0.00259093 0.00745112 0.00426166 0.184118 0.0199104 0.0158434 0.00452099 0.0113224 0.00974394 0.00774828 0.0061827 0.0040377 0.164208 0.0410006 0.0340397 0.0317431 0.030246 0.026769 0.0225902 0.0155105 0.00882051 0.0052048 0.00669001
internal_count=2900 132 75 2768 263 246 175 65 110 77 2505 453 429 174 255 215 159 127 105 2052 567 514 492 477 456 378 345 267 121 78
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=0 3 3 20 9 6 8 7 5 17 18 7 7 22 18 17 21 6 6 5 6 6 23 20 23 16 10 17 23 19
split_gain=0.000224301 0.00116483 0.00133201 0.00198561 0.000769428 0.00156796 0.00144165 0.000931551 0.00128783 0.00112816 0.00170764 0.00072058 0.000954291 0.000712515 0.000690883 0.00128948 0.00120183 0.00138205 0.000858136 0.00197627 0.0016832 0.00139179 0.00123777 0.00100605 0.000982554 0.000894938 0.00179286 0.000946933 0.000933222 0.00104334
threshold=85.716110573100011 93.770731131900007 93.58791597905001 40.532725462000009 186.14781787895004 16.465384711100004 8.3434888241000014 22.446731871300006 30.133297129900004 189.27091549140002 13.400856420150001 22.398098708400003 19.617375644250004 -0.090694999999999998 13.278511569200001 184.59783591905003 6.0479909019000013 16.455384477450004 16.455384477450004 22.120912517600004 16.445384243750002 16.575387281250006 0.43644500000000008 41.289992964000007 0.11467000000000002 22.644947046300004 62.014663695050011 199.14656950540004 0.10790500000000001 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=4 2 14 -4 6 -6 11 8 -7 -9 -11 12 -1 -3 15 -2 -17 -18 20 21 22 -20 24 -21 25 26 -16 -27 29 -28
right_child=1 13 3 -5 5 7 -8 9 -10 10 -12 -13 -14 -15 18 16 17 -19 19 23 -22 -23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=0.011608454064607187 -0.025972040069333652 0.069775437328329082 0.0042393051167604725 -0.10003735031921374 -0.10003530878845349 -0.074763206394760071 0.097015626248968256 0.072956774969133609 0.051239445833239507 -0.10002480491353223 0.045897931412449591 0.05451238439479611 -0.056496786969830654 0.013278390556947243 -0.10003596302963047 0.065810301574853333 0.054721952905675608 -0.028362924932937312 -0.093699629802992943 0.043848680531615364 0.099439887305967589 -0.0077236388611628933 -0.10004558252213128 -0.024353091101607056 0.033566099674842087 -0.00095426342585451941 0.0026639771888989916 0.074534338851345833 -0.045009018210032926 -0.044251646266833117
leaf_weight=0.0049314675533900232 0.0048334520436865694 0.0036744171919451674 0.0040912912547419458 0.0032981605004920311 0.0023571786209017351 0.0032890622635219913 0.0016088048341771364 0.0022320554277374116 0.0010766756577140768 0.0014517323505627289 0.0017917224012986566 0.0017016544551289323 0.0035302005450633112 0.0056874061556015931 0.0018947989442033011 0.0064628432858171445 0.0035633399143080169 0.0045694078017959328 0.0046848983730569671 0.0043820892387884669 0.0017316310349997357 0.0031481021161994249 0.0012206321000607359 0.0042707589365846843 0.0086797546318638091 0.0035780197140411465 0.092299097153411197 0.0031026628014387825 0.004778707175503257 0.0049967584195655937
leaf_count=202 49 15 25 45 40 68 10 28 12 23 30 24 143 32 14 39 20 23 36 27 5 22 22 30 100 20 1669 30 64 33
internal_value=-0.000106998 0.00113598 -0.000804214 -0.0423029 -0.0091788 -0.0267791 0.00905887 -0.00923276 -0.0436885 0.0182395 -0.0194154 -0.00486426 -0.016805 0.0354529 0.00113421 0.0187955 0.0336206 0.00804047 -0.00133857 -0.0227556 0.00154884 -0.0591457 0.000142697 0.0101865 0.00116753 -0.00137392 -0.00365362 0.0341044 -0.00186449 0.000254563
internal_weight=0.198919 0.174948 0.165586 0.00738945 0.0239706 0.0121984 0.0117721 0.00984125 0.00436574 0.00547551 0.00324345 0.0101633 0.00846167 0.00936182 0.158197 0.019429 0.0145956 0.00813275 0.138768 0.0164858 0.122282 0.007833 0.12055 0.00865285 0.11933 0.11065 0.103969 0.00668068 0.102075 0.0972959
internal_count=2900 2320 2273 70 580 201 379 161 80 81 53 369 345 47 2203 131 82 43 2072 115 1957 58 1952 57 1930 1830 1780 50 1766 1702
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=20 20 21 15 23 7 22 5 19 15 9 16 6 18 4 20 10 5 7 20 16 10 16 0 13 15 3 21 16 7
split_gain=0.000219919 0.00091517 0.00046665 0.000559221 0.00037903 0.000480807 0.000461815 0.000441051 0.000310379 0.00129795 0.00178213 0.000807929 0.00173586 0.00142091 0.00154376 0.00115422 0.000736997 0.000735867 0.000764937 0.000677657 0.000661945 0.000622182 0.00154174 0.000671403 0.00210077 0.000827052 0.00176187 0.00110354 0.00107952 0.00111215
threshold=48.988717865950008 48.852845034800005 19.652007205700002 20.742056627150003 -0.27223499999999995 23.564264519350004 0.68694500000000025 7.7286379265000011 12.651020723000002 23.900317844600004 184.56123852025004 15.444963882950001 13.705320222600003 15.974481919500002 301.91036987065007 39.091773401050006 67.316303128300021 14.828620505300002 26.113553071150005 45.673096293200011 15.604963508800003 75.403185184700007 17.984957943350004 96.055920542800024 108.17011287860002 28.566186095050004 85.54673771085001 0.89219292875000011 18.764956119400004 23.564264519350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 7 -6 11 10 16 13 -13 14 15 -9 -10 18 -15 -16 -14 22 -11 24 -24 28 27 -27 -26 -30
right_child=2 -3 -4 -5 6 -7 -8 8 9 21 -12 12 20 17 19 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.070170488526346331 -0.077715348175612167 0.066442017788883007 0.026473863714530779 -0.00022317663098912557 -0.061170356334340439 0.0065882575127215563 0.045967087641384637 0.0084793174573231274 -0.05267006329202905 -0.074477120629070789 -0.082242817071763882 -0.046165221911607934 0.10000733111228149 0.07921924095606199 0.052215248414024334 -0.084111802438356739 0.051869154937985718 -0.017983635117092066 0.016528363219691103 -0.040614915832010649 0.022777743889205122 0.039534508477068443 -0.10001943375992098 0.037620799890939152 0.057587151350783662 -0.0055232222501910419 0.0012678482545722294 -0.10002395386726744 0.035948100269972499 -0.058468226903439946
leaf_weight=0.0017321931026526563 0.0018811675797762431 0.0020779652546840657 0.0015147848533842989 0.001844212876171536 0.0011802220640641506 0.0015429316637620705 0.0021891751959698382 0.001922486869258111 0.0010115983839157341 0.0027703300800228084 0.0044768515235498185 0.0016933198247315309 0.0030244200599014448 0.0031392377215908596 0.0026258520788109418 0.0044923194091071039 0.0020230591895540329 0.0029292301090393389 0.0051219524527114646 0.0011225576113318425 0.0017531534217791744 0.0039690318010627825 0.0020861274665833198 0.0047975343385573401 0.0056903119001887603 0.002177576314011275 0.11686789714171519 0.0028569788077703606 0.0028136854528497679 0.0022414206482608279
leaf_count=115 138 22 28 76 319 44 36 75 70 76 117 42 14 56 42 109 20 37 187 30 44 51 47 43 56 17 855 81 36 17
internal_value=-0.000114993 0.000441423 -0.0203247 -0.0393536 -0.000287108 -0.034009 0.00030996 -0.000236859 0.000159134 -0.00159936 -0.0421401 0.00987809 0.0408328 0.000497739 -0.0265702 -0.0563627 0.0170212 0.025081 0.0403508 0.0244149 0.0716676 0.000482544 -0.000606679 0.000859982 -0.000448977 0.00111695 -0.0012274 -0.0591499 0.0277126 -0.00591585
internal_weight=0.19557 0.190329 0.00524017 0.00372538 0.188251 0.00327512 0.184976 0.182787 0.181607 0.153782 0.00751151 0.0278245 0.00647089 0.0213536 0.0101632 0.00641481 0.00303466 0.0111904 0.00826119 0.00374841 0.00477757 0.146271 0.142302 0.139532 0.134734 0.132648 0.121902 0.00503456 0.0107454 0.00505511
internal_count=2900 2658 242 214 2636 159 2477 2441 2122 1486 207 636 100 536 256 184 90 280 243 72 58 1279 1228 1152 1109 1062 953 98 109 53
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=3 5 7 5 7 18 17 17 9 5 5 3 6 23 16 6 3 10 13 5 20 10 10 0 10 13 16 22 7 0
split_gain=0.00022357 0.000791115 0.000567556 0.000495389 0.00048464 0.00056583 0.000461548 0.000541976 0.000434268 0.000419693 0.000871791 0.000571381 0.000512264 0.000681813 0.000652049 0.000478043 0.000469124 0.000953312 0.000731976 0.000607172 0.00143215 0.000867756 0.000787305 0.00069019 0.00105621 0.00139093 0.000764404 0.00135607 0.000809527 0.000870652
threshold=103.44111502715002 29.040033326300005 20.234873028950002 30.690160697650004 21.725272673150005 14.297806230850002 182.28951942140003 172.46189488870002 60.983947735000008 25.763052016400003 24.779543538450003 92.913112988300014 16.705390318750002 0.09642000000000002 22.724946859200003 16.445384243750002 94.319176590550015 61.86411003975001 117.69263157665002 23.606333875400001 42.049402686800001 62.020040611300011 61.917879202350001 85.613949164150014 61.966271448700006 117.61735474900001 22.654947022900004 -0.079824999999999993 22.580174331950005 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 8 -3 5 6 7 -4 -1 10 12 -11 14 -14 16 -12 17 -6 19 22 21 -21 -19 -24 -25 26 28 -28 -26 -30
right_child=1 3 4 -5 9 -7 -8 -9 -10 11 15 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=0.0025161317858045421 -0.10001617611318232 0.049399879203401935 -0.057937008338441454 -0.03111122553715159 -0.070119831104502192 0.042981407635994305 -0.079233056636350357 0.015347318702550071 0.068004662175547251 0.093838229957534366 -0.0089077829230048908 0.002293937246051665 0.0019981879376414803 -0.080795045022743053 0.047233218147396588 -0.10001735840463787 0.048483552440771738 -0.066699291209132719 0.055930473300752286 -0.043947842937632667 -0.1000258694997976 0.048304655694344112 -0.063969139015476698 0.037843902173323181 0.031169829917445303 -0.087155454540862265 -0.0037408065232115519 0.082775225824143692 -0.030056600317287782 0.00071679680860266758
leaf_weight=0.0019042152109602075 0.0010110241828626678 0.0012866553136348102 0.0019081484056134293 0.0018822953617101401 0.0019060435956657065 0.001005455794518717 0.0018709966386083465 0.0021419744003017271 0.0021624861880216173 0.0011313418758618346 0.0010153062141442506 0.0017159184907580283 0.0022616204475127679 0.0017755486936863463 0.0030782415287831091 0.0013306370855026839 0.0020363410643753346 0.0016778649296611539 0.0023915043475426492 0.0019946832404116313 0.0020036316200489068 0.0020858607975355881 0.0015610532354912712 0.0081639422742227907 0.0079442728048901845 0.0017733091808622694 0.0042383648324175738 0.0031643000399981238 0.0099967945316876694 0.1144524578405422
leaf_count=48 116 50 88 82 11 21 44 49 43 10 20 64 27 30 22 35 15 7 14 25 41 16 11 37 101 10 24 23 62 1754
internal_value=-0.000119983 -0.022995 0.000386753 0.00157784 -0.000427205 -0.0263778 -0.0381556 -0.0191794 0.0373399 0.000584329 -3.58282e-05 0.0386685 0.000787604 -0.0344143 0.00163118 -0.0605858 0.000782436 0.000187803 0.00101785 0.000192208 -0.0307881 0.00320907 0.00142439 0.00217988 0.00286952 0.000852643 0.00196902 0.0332408 0.000220488 -0.00175518
internal_weight=0.192872 0.00417997 0.188692 0.00316895 0.184626 0.00692658 0.00592112 0.00405012 0.0040667 0.177699 0.174852 0.00284726 0.172506 0.00403717 0.168469 0.00234594 0.16539 0.163354 0.161448 0.159057 0.00608418 0.00408054 0.152972 0.151294 0.149733 0.141569 0.139796 0.00740266 0.132394 0.124449
internal_count=2900 248 2652 132 2561 202 181 137 91 2359 2285 74 2230 57 2173 55 2151 2136 2125 2111 82 41 2029 2022 2011 1974 1964 47 1917 1816
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=9 9 9 23 6 19 0 0 15 7 2 13 6 20 17 21 5 5 17 23 20 8 23 0 20 13 16 12 18 17
split_gain=0.000318135 0.000292473 0.000697908 0.000624905 0.000461123 0.000639119 0.000501848 0.000970751 0.000607427 0.000517363 0.000445192 0.000316764 0.00119741 0.00125279 0.00221219 0.00153569 0.00104942 0.000998287 0.00127077 0.00115938 0.00137279 0.000972406 0.00108197 0.00160455 0.00127691 0.000975913 0.00128005 0.00090454 0.00111379 0.00138502
threshold=233.97947574895002 216.18094582280003 217.37165979795003 0.076825000000000018 18.080422446150003 14.451165964200003 91.821598987350015 97.483491810050012 24.673905035600004 26.565321014450003 357.36576196840008 117.55283175385001 16.455384477450004 38.115457128050004 195.10209338440004 15.205825075850003 21.042547594650003 21.269675393700002 196.91396350930003 -0.24637000000000001 43.740100730350001 8.543332867800002 0.11308000000000003 85.253695774650012 41.840895355800008 117.68187774410002 22.654947022900004 161.55002974485004 13.228319457400001 189.37128582595003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 5 6 -5 -8 9 -9 11 12 -1 -14 15 27 -13 -18 19 -19 21 22 23 -21 -25 26 -23 28 29 -15
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 -12 16 13 14 -16 -17 17 18 -20 20 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010096496624423894 -0.050899886478788951 0.077567916409173363 -0.068082141299198429 0.063081324549003823 0.057501247793905086 -0.064844688528930758 -0.087556547364268156 0.032311380224882551 0.069963801560067831 -0.059361870125786968 -0.048442531318663634 -0.029504679723582651 0.041471339765574211 -0.04147504504988505 -0.10003299602057865 -0.10005137522949659 0.077545924945869912 0.063888318572949757 0.046925238996493465 0.059590054930115814 0.06814818280955158 -0.060604912702751701 0.060261025027067851 -0.0018036307222227309 -0.081517926354258141 -0.075893323204961893 0.044410099168720969 0.032097860947675007 -0.10004244185775486 0.10000637968423816
leaf_weight=0.11432204164345339 0.0012258267582374574 0.0015607205642709241 0.001029232160927763 0.0016406238073756185 0.0019396368862167898 0.0011784215688024346 0.0010235925027757276 0.0013527006439595368 0.0015764058239113865 0.0011297837014908607 0.0019424653643513859 0.006622057901495281 0.0023245895094099458 0.0021484077346448083 0.0041154273624499646 0.0017631871994360235 0.0022991942241787902 0.0025410597927546475 0.0071683683345753471 0.0024663389618808694 0.0022087261963310558 0.0023636988542463655 0.0026000858637758037 0.0053092368065890128 0.0032332693327816742 0.004120346451338186 0.0022806268408681052 0.0047988589405516535 0.0015196854068038057 0.0010206232982454821
leaf_count=1833 44 22 25 18 29 14 31 20 23 60 83 38 56 93 42 21 10 51 48 28 21 22 25 45 41 45 20 76 10 6
internal_value=-0.000119962 0.000208348 0.0150357 0.00605757 0.0138114 0.00308662 0.0149936 -0.000529137 0.0214179 -0.0094093 -0.000832019 -0.000304233 -0.00273682 -0.0269474 -0.0372977 -0.0143498 0.00712715 0.0137566 0.00947966 -0.000416731 -0.0070639 -0.0144889 0.00224175 -0.0114613 -0.0319748 -0.0404665 -0.0090366 0.00157718 -0.0296605 0.00409069
internal_weight=0.190825 0.189599 0.0124311 0.0108704 0.00984116 0.00790153 0.00672311 0.00508248 0.00405889 0.00248248 0.177168 0.175226 0.132013 0.0176908 0.0153662 0.0112508 0.043213 0.036591 0.0342918 0.0271234 0.0245823 0.0223736 0.0136089 0.0110088 0.00854251 0.00876467 0.00464433 0.00948758 0.00468872 0.00316903
internal_count=2900 2856 242 220 195 166 152 134 103 80 2614 2531 2137 304 248 206 394 356 346 298 247 226 139 114 86 87 42 185 109 99
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=10 17 17 18 13 16 16 16 19 7 19 18 16 13 23 13 22 20 17 18 21 6 22 22 3 21 12 7 5 23
split_gain=0.000250803 0.000479279 0.000622851 0.000656006 0.000725175 0.00102677 0.000623976 0.000482559 0.000618852 0.00038504 0.000718568 0.000362155 0.00129965 0.00254598 0.000994509 0.00101806 0.00090502 0.00163733 0.000715248 0.000679935 0.00113616 0.000556633 0.00153649 0.00101416 0.00074372 0.000648628 0.000579019 0.00163745 0.00107358 0.000983703
threshold=90.988176966900014 242.64190980425005 220.68978861510001 17.140917755100002 98.741690215100007 9.6249774926000011 17.484959112600002 11.934972090850001 10.650859343850001 26.626668929150004 11.850956171350001 15.042884401850001 18.634956423400002 104.27722550570002 0.08883000000000002 101.27690623215001 0.06041500000000001 40.621691032550004 206.41783130310003 14.905453256700001 7.955730860150001 14.185331438000002 -0.16297999999999999 -0.053019999999999991 82.511468481600005 4.1804273832000005 94.472960382900013 23.724432465350002 17.671168838450004 0.093295000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -4 8 -1 11 -11 19 13 14 15 -13 17 -16 -14 21 -21 22 -9 -24 -23 -25 27 29 -28 -26
right_child=-2 -3 6 4 -6 -7 -8 9 -10 10 -12 12 18 -15 16 -17 -18 -19 -20 20 -22 24 23 25 26 -27 28 -29 -30 -31
leaf_value=-0.0044605305341644235 -0.042435359877952251 0.053700182166159918 -0.10001271079996671 0.053362348037637099 0.087880211932239188 -0.050704544156737114 -0.0082666152964789956 0.019089451477628652 -0.10001274372134497 0.011711241771624966 -0.10001525564686603 -0.00069341252138534898 0.083466339605948917 -0.10001586672570531 -0.10001704406616517 0.069624920245969377 0.046520927820685065 0.0096667736418008729 0.015806472971129009 -0.10001906473278908 0.027769681548808652 0.062331368794649324 -0.10002323182804572 -0.071049422858658562 0.018166474204885538 0.026567101733771588 0.056901140673643928 -0.077498846720659431 0.0011832782609738106 -0.04920075200505785
leaf_weight=0.0017556545926664105 0.0013906175019548486 0.0016590079187377418 0.0012313571318802721 0.0022833783883209327 0.0017330566849835805 0.001621247066654341 0.0018626365762663966 0.0047841088219371386 0.0011040457080409016 0.0012326448256151359 0.0010800117132856446 0.0038823843945721137 0.0032732786669384941 0.0022986194401424234 0.0022399056950104237 0.0043836159964314447 0.0018864221920296131 0.0034683648642683806 0.0029892352375497921 0.0017484888019545499 0.0011555770229580986 0.0019762413285206995 0.0028417918641050477 0.0011874215418288259 0.0082905491407316845 0.0015950531368229548 0.0035672682552103643 0.0035339622392029932 0.11307507801673661 0.0029348446385966129
leaf_count=114 319 28 51 32 15 95 40 86 109 32 52 130 20 74 54 40 37 35 33 38 23 5 86 26 80 60 21 26 1111 28
internal_value=-0.000124579 0.00019061 -0.000289201 0.000467465 0.0340465 0.0101525 -0.04478 -0.000606411 -0.0413504 6.54394e-05 -0.0404651 0.000613227 0.0118883 -0.00165889 0.0125955 0.0365977 -0.0135282 -0.0333728 0.0511708 -0.00126391 -0.0491698 -0.000296347 -0.0225692 -0.0580049 0.00144175 -0.0150908 0.000525993 -0.0181352 0.0028873 0.00055352
internal_weight=0.188066 0.186675 0.185016 0.181922 0.00563768 0.00390463 0.00309399 0.176285 0.0028597 0.173425 0.00231266 0.171112 0.0244218 0.0181593 0.0158607 0.008266 0.00759469 0.00570827 0.00626251 0.14669 0.00290407 0.143786 0.0104084 0.00562427 0.133378 0.00278247 0.131402 0.0147594 0.116642 0.0112254
internal_count=2900 2581 2553 2462 142 127 91 2320 223 2097 84 2013 423 370 296 170 126 89 53 1590 61 1529 258 172 1271 86 1266 134 1132 108
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=13 16 13 17 9 23 7 5 10 9 22 8 4 4 20 15 12 15 6 4 14 23 16 6 17 6 6 9 22 10
split_gain=0.000224092 0.00224492 0.00198732 0.000856314 0.000692312 0.00133741 0.00122853 0.00161733 0.001938 0.00115687 0.00107746 0.00085961 0.000967762 0.00140541 0.000999791 0.00172954 0.00173991 0.00163945 0.00107078 0.00160112 0.000993143 0.00078536 0.00069517 0.000664198 0.00114428 0.000873784 0.000660836 0.000655689 0.0010405 0.000746256
threshold=112.82921081865001 19.974953289850003 113.13031812925001 212.33270692945004 204.17620834730005 0.076825000000000018 24.673428656250003 19.861308675400004 70.182199495350019 203.09362050815002 -0.02852 8.3434888241000014 161.23541642690003 150.90301220960004 36.82350895510001 30.416602988400005 172.75554276225003 27.008040895250005 14.835346625500001 256.08338064055005 169.50964292540002 0.092095000000000024 18.094957686100003 13.665319288000001 186.83097010915003 12.380289263450001 11.995280267800002 216.18094582280003 -0.096499999999999989 78.677727187550019
decision_type=2 2 2 2 2 2 2 2 2 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 9 -6 -7 8 -8 11 27 12 13 -1 17 18 -17 -14 20 -20 -16 -12 23 25 -25 26 -22 28 -10 -29
right_child=2 -3 3 -5 5 6 7 -9 10 -11 21 -13 14 -15 15 16 -18 -19 19 -21 22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.016713794277701331 0.085937941246778463 -0.080199959290037648 -0.00070962094242415564 0.063426623748788422 -0.077773169870989589 -0.062422329863675019 0.10000922691674791 -0.10003192235241426 -0.00016144499014973776 0.060873168800917948 0.068631435601549093 0.049514243632713555 -0.056935285881940328 -0.10003594472742748 -0.10003100398092311 -0.10004605324092486 0.033725877265283866 0.077148653831531355 0.082456606298373758 -0.049073645804956691 -0.001243936065271029 -0.022379971439551907 -0.048366648195995864 -0.017433175570415849 0.07443854501092026 -0.069894740471708308 0.071271694409368494 0.041195063577195788 -0.087003236317935218 -0.047760712721439058
leaf_weight=0.0018705664484883538 0.0028073661967482613 0.0036965792715193393 0.098898588718823899 0.0021264994206831025 0.0029401312213308542 0.0032363737855876087 0.0022264142171479753 0.0013645357136446981 0.002891302677801859 0.0035655256084974876 0.0030648549633369203 0.0035317542368602508 0.0012006837986854859 0.0022974762787659753 0.0010001690832863721 0.0032440908676107929 0.0013884144108513574 0.0037913712676252431 0.0036051643136784097 0.001245130693994928 0.016079590346025172 0.0013728625275870598 0.0025431987336048669 0.0022961416664379888 0.0033101235864663181 0.0017398224601623538 0.0013632401646219696 0.0027625741064802867 0.0026390029223419811 0.0014318509914671984
leaf_count=17 23 49 927 20 72 44 10 46 76 38 47 19 215 34 12 34 40 25 55 31 667 42 24 36 21 72 25 42 63 74
internal_value=-0.000136181 -0.00405417 0.00294663 0.000640397 -0.000445574 -0.0146073 -0.00575932 0.00457012 0.0132793 0.00582171 -0.000355138 0.00193537 -0.00164177 -0.0476401 0.00283699 -0.00271571 -0.0599531 0.0448989 0.00527501 0.0486912 -0.00215754 0.0404759 0.00142396 0.00653218 0.0368109 -0.00231699 0.00442351 -0.0189877 -0.0416014 0.0108282
internal_weight=0.185531 0.0816989 0.103832 0.101025 0.0780024 0.0239299 0.0209898 0.0177534 0.0163889 0.0540725 0.0141624 0.0505069 0.0469752 0.00416804 0.0428071 0.0378151 0.00463251 0.00499206 0.0331826 0.0048503 0.0283323 0.00443772 0.0273321 0.0247889 0.00560627 0.0191827 0.0174428 0.00972473 0.00553031 0.00419443
internal_count=2900 1930 970 947 1881 516 444 400 354 1365 344 1327 1308 51 1257 1017 74 240 943 86 857 89 845 821 57 764 692 255 139 116
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=15 13 23 3 3 5 5 16 22 15 22 22 13 13 13 6 22 22 20 4 6 21 7 12 23 23 16 21 7 19
split_gain=0.000218023 0.000787419 0.000286802 0.000270797 0.00180734 0.00169731 0.00101955 0.00150143 0.000861056 0.00125254 0.00135132 0.00098152 0.000914937 0.00105831 0.000969256 0.00102425 0.000657494 0.0011893 0.000907346 0.000940016 0.000668056 0.000688463 0.000995449 0.000646339 0.000645108 0.000649888 0.000957844 0.000729911 0.000785598 0.000728301
threshold=46.574831689400007 117.61735474900001 0.090390000000000012 88.727183679150016 89.125075482450015 21.042547594650003 20.361635946650004 19.974953289850003 -0.060760000000000002 31.506101402100004 -0.074434999999999987 -0.055714999999999994 109.72404167800001 108.74544291850002 108.61908538635001 14.385336111050002 -0.24103499999999997 -0.59511499999999995 42.622319549950006 208.43801132360002 11.865277230300002 15.895706283850002 24.052187734100006 193.25218726830005 -0.23472499999999999 -0.15684499999999998 12.644970430600003 6.9984086918000008 24.176224535650004 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 6 7 8 9 10 12 -10 13 14 15 16 17 23 -18 -20 21 22 -21 -1 -13 -26 -27 29 -29 -28
right_child=1 2 -4 4 -6 -7 -8 -9 11 -11 -12 24 -14 -15 -16 -17 18 -19 19 20 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.05191181777196141 -0.071847214797812364 -0.020743437670096114 0.044890438003809791 0.065725825909720939 0.00092721327010278527 -0.071128735066525742 0.063592873106579892 -0.066751805241135193 0.081148631473306032 -0.076760565075311468 -0.10002275565609915 -0.052630508463395724 0.063648600966871846 -0.061413996550977817 0.096092936261911399 -0.07251302997719522 0.033720826370345798 -0.06229795525617729 -0.075570357945776545 0.015633658722338992 0.062277242741284447 0.031232446111048875 -0.10001299921270018 -0.035367463667373915 0.072596459573854841 -0.078276499997656054 0.047885101427522843 0.041623751236523024 -0.056719261710411133 0.0064414010611412919
leaf_weight=0.0022141504258276212 0.0018550287977878712 0.0012949496054872611 0.0013702701792778216 0.0045042234984435927 0.097002890623377386 0.0035978246469596789 0.002380972939874936 0.0035038201833117446 0.0019889449266230477 0.0025837886249036037 0.0014244240216647669 0.0016295955568001582 0.002080570277030346 0.002990852896573414 0.0010353251545893718 0.0019404630998299801 0.0097923208098207037 0.0037052519067814821 0.0017781717465084057 0.0014753398892342062 0.0016139326930471043 0.002181954657199725 0.0015021356337713565 0.0013756166386054702 0.001668701498090285 0.0012197256440794326 0.006506829722745632 0.0011649335401369134 0.0026833851112897378 0.012172981537881711
leaf_count=48 76 34 22 34 1006 89 37 46 15 72 47 63 12 26 3 41 278 172 29 48 20 58 127 38 18 183 70 21 57 110
internal_value=-0.000131422 -0.0218192 0.0130009 0.000420202 0.00380255 -0.00408477 -0.000762929 -0.00294465 0.000405728 -0.00956395 -0.00461894 0.0133487 -0.000584763 -0.0048132 0.00110281 -0.00246311 0.00283858 -0.0225553 0.0129372 -0.0108619 0.0061256 -0.0114393 -0.0427101 0.018466 0.00836274 0.0122734 0.00803461 0.0127077 -0.0269496 0.0208777
internal_weight=0.182239 0.00452025 0.00266522 0.177719 0.101507 0.076212 0.0726142 0.0702332 0.0667294 0.0376943 0.0351105 0.0290351 0.0336861 0.0316055 0.0286147 0.0275793 0.0256389 0.00729502 0.0183439 0.00855153 0.00677336 0.00515943 0.00297748 0.00358977 0.0270462 0.0254166 0.0237479 0.0225281 0.00384832 0.0186798
internal_count=2900 132 56 2768 1040 1728 1639 1602 1556 1019 947 537 900 888 862 859 818 258 560 282 253 233 175 86 522 459 441 258 78 180
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=3 7 18 9 22 17 18 20 14 8 10 15 8 16 7 18 9 20 15 2 15 23 5 7 6 16 18 18 16 16
split_gain=0.000214266 0.000261649 0.000380378 0.00128457 0.000811922 0.000781462 0.000723139 0.000476104 0.000408054 0.000624474 0.000965916 0.000866378 0.000665275 0.000751152 0.000640298 0.00187587 0.00124815 0.000845556 0.00130258 0.0027542 0.00125846 0.000889876 0.000863311 0.000702667 0.000659109 0.0021211 0.000922863 0.00172811 0.0012988 0.00129234
threshold=108.42013948475001 19.771475517600006 12.903279561150002 195.51131808980003 -0.069554999999999992 177.48499193625003 12.848040995400003 38.115457128050004 142.72171872485004 8.8430989333000021 62.55235532115001 32.188927121800006 8.7431769115000026 22.764946765650006 22.806258769100005 13.197799034350002 193.60452210450003 42.131954243650007 37.576156502300009 84.67958245200002 38.469938489650012 0.070195000000000021 22.694406402050003 22.557405306150006 16.515385879350003 22.544947280100004 13.482409244300003 13.5308213324 22.584947186600004 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 -1 3 4 7 -5 -6 -3 -4 12 -11 -12 13 14 16 -16 17 18 19 -10 23 -21 -22 -19 26 -26 28 -28 -17 -29
right_child=-2 2 8 5 6 -7 -8 -9 9 10 11 -13 -14 -15 15 24 -18 20 -20 21 22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.022550503839554193 -0.039056995274220657 -0.018071512557292089 0.050349220300450838 -0.029702116156115219 0.03161560366557821 0.073334419837560422 -0.054760171940017033 -0.092342250785491339 0.067183778857320076 -0.10002543901950922 -0.05944013474545904 0.02755811447183102 0.036990272787433956 0.069485410963373295 -0.083583846688806085 0.055447245384535687 0.079524468298201839 -0.0048481139452481109 0.05880967252400441 -0.0019277255398885255 -0.1000303030484036 -0.10003279827654568 -0.0039718177538717704 0.068244290287334738 0.043427637363587984 -0.064720965987062049 -0.10004296862601013 -0.0051724729737594698 -0.0038819149256724334 0.035322067228979438
leaf_weight=0.0050769153375755929 0.0014031106214770208 0.0012260236385657217 0.0016420795254816758 0.0011608136695873137 0.002174944527284949 0.002011737921948864 0.0017484397426983378 0.0029158388111594213 0.0029649948114786051 0.0015223806036874779 0.0019519444035185352 0.0027678421083692228 0.0051070900465219884 0.0015522224675805765 0.0028625189157054356 0.0068710303953203331 0.0025796637506729772 0.0067520630957678962 0.0059201059981361936 0.0015359750005630168 0.0022296885908872363 0.0023228021278411948 0.0016120547966935739 0.0016334141364877652 0.0027082439955847804 0.0054892393606689183 0.0018089143770225738 0.08343030841952323 0.0079696297407565453 0.0087031775189529981
leaf_count=116 137 29 9 38 31 24 13 47 20 35 30 25 43 14 41 34 23 169 39 43 14 42 36 26 14 47 11 1622 57 71
internal_value=-0.000132027 0.000174371 -0.000481622 -0.0182725 -0.0394773 0.0356341 -0.0068774 -0.0703575 0.000752994 0.000244926 -0.0307624 -0.00842143 0.00150133 0.000284478 -0.000444286 -0.00360447 0.0133022 0.00646103 0.0244856 -0.00529293 -0.0123252 -0.0609824 -0.0597227 0.00938962 -0.00164737 -0.0289914 0.000413174 -0.00324769 0.0235867 -0.00134725
internal_weight=0.179655 0.178252 0.173175 0.0112378 0.00806525 0.00317255 0.00392338 0.00414186 0.161937 0.160295 0.00624217 0.00471979 0.154053 0.148946 0.147394 0.119843 0.0275508 0.0249711 0.0127439 0.00682377 0.0122272 0.00385878 0.00384174 0.00838548 0.116981 0.00819748 0.108783 0.0939424 0.0148407 0.0921335
internal_count=2900 2763 2647 182 120 62 44 76 2465 2456 90 55 2366 2323 2309 1897 412 389 144 105 245 85 50 195 1856 61 1795 1704 91 1693
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=10 18 21 2 10 0 17 10 16 7 7 19 18 0 3 18 23 6 7 0 22 10 3 20 19 18 13 22 22 2
split_gain=0.00021816 0.000401831 0.000512722 0.000848017 0.000868118 0.000389521 0.00100302 0.00121748 0.000740369 0.000851465 0.000807484 0.000623544 0.00045093 0.00112376 0.00108161 0.000923276 0.000730384 0.000542103 0.00145781 0.00111645 0.00125476 0.000963442 0.00191529 0.00131508 0.00189125 0.000960308 0.000780937 0.000852148 0.000768169 0.000719083
threshold=90.988176966900014 17.140917755100002 15.895706283850002 297.58713971970008 83.715897724050009 98.615332683000005 201.37020668845003 78.220689305400015 14.184966829400002 24.390191290350007 25.582719811950003 13.351077205700003 15.312071772700003 96.249489528150022 81.796338618900009 15.379439136400002 0.088990000000000027 14.835346625500001 24.176224535650004 93.577162146500015 -0.060760000000000002 66.697957758300021 89.227236891450005 37.797539186950011 13.151061067750001 14.445615684650003 113.85351336640001 0.20327000000000003 0.13860000000000003 116.16618105335002
decision_type=2 2 2 2 2 2 2 2 2 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 12 7 -7 9 -9 -11 -8 17 15 16 -14 -15 18 25 21 -21 22 -19 -23 -25 -1 -24 28 29 -28
right_child=-2 2 -4 -5 -6 6 11 8 -10 10 -12 -13 13 14 -16 -17 -18 19 -20 20 -22 23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0053401482015011676 -0.04076993969398144 0.052244546344884825 0.081802827420203561 -0.06497498345727884 -0.032651292372580902 -0.064046201281191525 -0.098429555689541703 0.05191371571024294 0.053800603533852014 -0.10001272716364509 0.0026866744068318295 -0.002816597566802703 0.041154310763389469 0.046157994742167155 0.064182153467049738 -0.07479000780816078 -0.059297280022651236 0.05579232700858644 -0.040747615562428195 0.00026609126329826094 0.085950486931193462 0.018253175605728544 -0.050903486197609649 0.0072867244144045528 -0.10003758005667876 0.05977621436062866 0.014083216403443691 0.061171511481466545 -0.048349488074793417 -0.0056200569116120784
leaf_weight=0.012615515115353082 0.0013116502811012501 0.0040881612865817374 0.0012123022152366048 0.0012047592580262112 0.001707613497074767 0.0024455957574218709 0.0020835926625659704 0.001572479885313921 0.0032027231597515637 0.0012667083030018511 0.0019352478770516546 0.0010140249171968208 0.0010768055793732864 0.0011647646877968043 0.0055347198260022878 0.0018962828689321753 0.0015058968685366381 0.006333711888146353 0.011478263552124446 0.0035821719788202699 0.0032684279967725152 0.0037506961138400463 0.0030394190259619416 0.0028035114395148497 0.0039628226807622013 0.0027603556343374089 0.027745551864748919 0.0022667309235293578 0.0032878462296217483 0.055721885331223631
leaf_count=246 319 55 14 52 101 109 101 41 65 67 91 30 7 11 56 57 29 39 211 25 23 24 138 21 42 63 215 30 29 589
internal_value=-0.000138504 0.000165118 0.0217609 0.0113633 0.0272316 -0.000894931 -0.0171682 -0.00231963 0.0166042 -0.00834744 -0.0379417 -0.06713 0.000535674 0.0198766 0.038962 -0.0327968 -0.0133047 -0.00098029 -0.013781 0.00198916 0.0411462 -0.000473823 0.0026011 -0.0292422 -0.0555696 0.00634988 -0.00105839 0.000643438 -0.000938032 0.000929541
internal_weight=0.17684 0.175529 0.00821284 0.00700053 0.00579577 0.167316 0.0135204 0.0104228 0.00797716 0.00477444 0.00320196 0.00309762 0.153795 0.0111785 0.00820538 0.00297309 0.00267066 0.142617 0.0268541 0.115763 0.0068506 0.108912 0.0983951 0.010517 0.00676633 0.0153759 0.0920614 0.089022 0.0867553 0.0834674
internal_count=2900 2581 222 208 156 2359 504 373 264 199 158 131 1855 160 96 64 40 1695 520 1175 48 1127 1040 87 63 309 1001 863 833 804
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=15 22 16 22 5 23 23 5 22 22 5 3 16 16 15 0 13 20 10 22 22 22 8 8 15 3 20 19 8 22
split_gain=0.000206711 0.000713504 0.000362576 0.000245633 0.000601424 0.000247103 0.00136004 0.00150891 0.000972591 0.00184995 0.00141232 0.0013775 0.00188102 0.00172295 0.00124358 0.000801009 0.000763055 0.000716828 0.000869509 0.000679781 0.00135591 0.00176182 0.00117387 0.00112928 0.00143411 0.00127599 0.00185332 0.00140675 0.00103183 0.00090732
threshold=46.574831689400007 -0.082314999999999985 22.674946976100003 -0.62958999999999998 19.221712148250003 0.10236000000000002 0.10017000000000002 21.495293572000005 -0.036264999999999999 -0.054494999999999995 22.782602051550004 93.249170254600017 22.584947186600004 20.719951547750004 38.469938489650012 86.232294534150014 111.42314721645 41.134354310300004 70.085415002650009 -0.016334999999999999 -0.062629999999999991 -0.067574999999999996 8.3434888241000014 8.8430989333000021 41.657300687350009 84.678365734750017 36.072790850000011 11.450923895500003 8.2435668022500028 -0.048664999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -8 9 10 14 12 13 16 15 -7 -10 18 -17 20 21 -5 28 24 25 27 -27 -21 29 -22
right_child=1 -3 -4 5 -6 8 7 -9 11 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 23 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.014959805955026027 -0.020370977210549635 -0.070151426497013655 0.055728069752919711 0.0018481605657989543 -0.083981428489893067 0.076396125124075467 -0.021300378844711573 0.089972181844087562 0.014383856461205739 -0.095545736240279608 0.041333239366293892 -0.048833784656975028 0.10001057184783604 -0.057836412607182343 -0.06767967777132132 -0.0048320900633475883 0.10001072034227752 0.02969708668956543 -0.090274469838662524 -0.080956053989913526 -0.029492784334264322 -0.085472767248949838 0.058619742312531899 -0.083993085245116617 0.063144874931994124 0.04971633758890464 -0.05540221901136997 0.026709012181772514 -0.04160001006318885 0.059913279588236792
leaf_weight=0.0013259235019671125 0.0014626310507778739 0.0017871656674390826 0.0010946880911397727 0.083428106407974087 0.0011448091315742204 0.0011154470440430941 0.0018525370753077744 0.0035617033136645659 0.0033849569762660695 0.0028291385782477354 0.0043071271613541731 0.0027432181408246778 0.0028557099285535514 0.0027850556029989093 0.004447420329796615 0.0033142905085696839 0.0015027562585601117 0.0024977257835228361 0.001859163330832185 0.0014206361065167991 0.0016612334897317949 0.0023764219234045916 0.007884057797184596 0.0020962090693279469 0.0025700197738949262 0.0020166924360154334 0.0099640982459247573 0.0083265384684141353 0.003043361270101741 0.003583815224578582
leaf_count=35 53 57 22 1484 12 8 39 22 67 23 34 33 16 16 29 19 8 35 85 171 23 19 54 33 27 21 216 145 17 77
internal_value=-0.000134844 -0.0216741 0.012204 0.000415938 -0.0308844 0.000877838 0.00280431 0.0518992 -0.00678322 -0.0205075 -0.00840488 0.0142817 0.0307266 0.00493992 -0.0245925 -0.00278365 0.0407103 -0.014297 -0.0355372 0.000733661 0.00443581 -0.000570259 0.030996 -0.01357 -0.00749455 -0.0158499 -0.0377079 0.011017 0.00471983 0.0315962
internal_weight=0.174243 0.00434448 0.00255732 0.169898 0.00247073 0.167427 0.133785 0.00541424 0.033642 0.0203703 0.0175412 0.0132717 0.0105285 0.00767277 0.013234 0.00878663 0.00488771 0.00767118 0.00517345 0.128371 0.101977 0.0858045 0.0161725 0.0263942 0.024298 0.021728 0.0119808 0.00974717 0.00828841 0.00524505
internal_count=2900 132 75 2768 47 2721 2348 61 373 233 210 140 107 91 176 147 75 139 104 2287 1674 1503 171 613 580 553 237 316 117 100
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=0 3 3 20 9 6 8 20 7 22 5 7 7 6 20 17 18 17 21 6 6 15 6 21 0 6 18 22 20 5
split_gain=0.000202924 0.000929587 0.00116885 0.0016394 0.000770657 0.00134871 0.00111341 0.000639548 0.000613624 0.000945586 0.000934499 0.000608969 0.000748677 0.000610062 0.000599547 0.000576216 0.000521989 0.00112634 0.000899669 0.00101297 0.000527955 0.00158344 0.00142685 0.00115876 0.000940064 0.000954766 0.00208406 0.00135845 0.000869395 0.000836991
threshold=85.716110573100011 93.770731131900007 93.58791597905001 40.532725462000009 186.14781787895004 16.465384711100004 8.3434888241000014 42.102795028150005 22.446731871300006 -0.088514999999999996 28.372909273050002 22.477322886550002 19.617375644250004 15.675366252400002 41.872669623500009 189.15434684240003 13.278511569200001 184.59783591905003 6.0479909019000013 16.465384711100004 16.455384477450004 37.965550269150008 16.445384243750002 6.415941214150001 86.530713386650021 16.285380505300001 13.809421053700001 -0.094344999999999998 41.289992964000007 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=4 2 16 -4 6 -6 11 -3 10 -10 -7 12 13 -1 -14 -11 17 -2 -19 -20 22 23 24 -22 -18 29 -27 -28 -23 -26
right_child=1 7 3 -5 5 8 -8 -9 9 15 -12 -13 14 -15 -16 -17 20 18 19 -21 21 28 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.070263506854020538 -0.025650108559474916 0.057870799877522174 0.0018503854489226484 -0.10003278419946185 -0.10003221610340576 -0.083061894582750331 0.096514893760784495 0.00070368485657561349 -0.055820643343201887 0.089867060186644032 0.019056164995415167 0.05408182627873357 -0.011637822309870774 -0.011157832004829449 -0.10002788395417579 0.00442109917440342 -0.044816955380347079 0.062762449758510586 0.045929095481408611 -0.030698154949682234 -0.089197544568453191 0.046274432736313639 0.099452137483687378 -0.0038436316773175086 -0.00030803714074296475 0.083859834293268085 0.055690827633008623 -0.034024203183214301 -0.021692745092292482 -0.075054619001152956
leaf_weight=0.0012756417334003345 0.0044319461159307979 0.0047229532260644191 0.0036378919498218911 0.0027910839298428414 0.0021130535358050992 0.0021606669076477125 0.0012945313283125879 0.0033415023481815354 0.0013514546197948016 0.001472238232238964 0.0015311988929438414 0.0015773657819233566 0.0016734278664722879 0.0033029168295016786 0.0014173482424147399 0.0017011900837218263 0.0044821078420795848 0.0056095051870670432 0.0035655093806781224 0.0033423586421577056 0.0039587141118460067 0.0037484132590179797 0.0014623103106714544 0.0026588061641632521 0.085365744569658605 0.0043339810872566886 0.0025683399979357091 0.0049227043708697238 0.0037796964426455304 0.001524850404454269
leaf_count=13 49 23 25 45 40 55 10 24 34 16 25 20 100 189 47 31 32 39 24 19 39 22 5 21 1830 16 22 28 33 24
internal_value=-0.000127481 0.00115598 -0.000717293 -0.0423813 -0.00936702 -0.0287785 0.0096551 0.0341836 -0.0104546 0.0142297 -0.0407085 -0.00250521 -0.0141436 0.0115271 -0.0521712 0.0440618 0.0012558 0.0176728 0.0330119 0.00885315 -0.00108633 -0.0192189 0.00136443 -0.0549038 -2.54704e-05 0.00200825 0.0286671 -0.00326498 0.0121496 -0.00161977
internal_weight=0.171119 0.150248 0.142184 0.00642898 0.020871 0.0103298 0.0105412 0.00806446 0.00821675 0.00452488 0.00369187 0.0092467 0.00766933 0.00457856 0.00309078 0.00317343 0.135755 0.0169493 0.0125174 0.00690787 0.118806 0.0141456 0.10466 0.00661752 0.103198 0.0987156 0.011825 0.00749104 0.00752811 0.0868906
internal_count=2900 2320 2273 70 580 201 379 47 161 81 80 369 349 202 147 47 2203 131 82 43 2072 115 1957 60 1952 1920 66 50 55 1854
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=10 17 17 16 17 2 5 9 18 10 16 7 20 20 23 23 2 2 22 8 17 17 7 9 20 6 13 17 6 22
split_gain=0.000189352 0.000370751 0.000511104 0.000589932 0.000521703 0.00036477 0.000373845 0.000411451 0.00048425 0.00065119 0.000647664 0.000489971 0.000452074 0.000648976 0.000458739 0.00035181 0.000344119 0.00104587 0.000993159 0.000983352 0.000928875 0.00159863 0.00106255 0.0013139 0.00115246 0.00106891 0.00178403 0.00136719 0.00133487 0.000920164
threshold=90.988176966900014 242.64190980425005 220.68978861510001 17.484959112600002 217.44035869100003 357.36576196840008 2.7861270712500006 37.256168974800005 17.248993197150003 83.715897724050009 11.599972874200001 26.626668929150004 47.001379125850008 49.110028829250005 -1.0000000180025095e-35 -0.27223499999999995 122.26439358135001 120.54857872840002 -0.10518999999999999 7.943800736700001 201.59899553070002 196.27545234990001 24.176224535650004 199.21354841250005 39.893178577750007 16.375382608200002 117.64961624655002 182.72552322705002 16.455384477450004 -0.13820499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -8 10 -10 -9 12 15 14 -14 -12 17 18 29 -20 21 22 23 25 -25 27 28 -21 -27 -17
right_child=-2 -3 3 -5 -6 -7 7 8 9 -11 11 -13 13 -15 -16 16 -18 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.058500960049470509 -0.038596267066389744 0.050229760796188787 -0.1000113197612532 -0.0058278130632663846 0.054525302922382793 -0.044429782396155748 -0.041869346731041972 -0.06474369920971039 0.083215324956631295 -0.010733258869601274 -0.041649828825103083 -0.049829143672913426 0.014529897254514774 -0.025337972566746244 0.078082484717763828 0.0030525864561605047 -0.0039412956782742745 0.067555057226153709 0.045135850429048364 0.010293731913076637 -0.063164709651011119 0.040664979111208997 -0.060626879431626493 0.072532446170192416 -0.02074004975858184 0.070405143474245466 -0.054414436143576245 -0.069723001398634729 -0.0062940282332304628 0.052131144535346279
leaf_weight=0.0010988164041981765 0.0012694882585677627 0.0014665329563297016 0.0010928764652691205 0.0016988405062079437 0.0017651136101903822 0.0018381421907402986 0.0023160301881425529 0.0015383746536883893 0.0016242984198271406 0.0013517772735043287 0.0020030214843019247 0.0019121573493674484 0.0022128514784753861 0.0016957836611783961 0.0023335255154961479 0.0084327091880904703 0.077155974337956679 0.0026441970719019983 0.003735004497116833 0.0032237900304608047 0.0028850956590531487 0.0065640485261155837 0.0041596621153949789 0.0034637610545047428 0.0021450805103828685 0.0038296254879242042 0.004052809165614236 0.0063244498501262569 0.0055686561445327243 0.0069840575126249868
leaf_count=41 319 28 51 40 28 64 177 147 20 53 106 69 31 29 21 142 1029 20 92 15 39 44 49 24 38 16 25 51 34 58
internal_value=-0.00012139 0.000170881 -0.000272299 -0.0426979 0.000454959 -0.000137493 0.000373732 -3.0115e-05 0.00059168 0.0405425 -0.000186111 0.000470178 0.00111389 0.0274572 0.0471496 -3.46491e-05 0.000555821 0.00597628 0.00332303 -0.00404549 -0.00839664 -0.00437926 -0.0134025 -0.00653604 0.0368607 -0.0171192 0.00104413 -0.0427068 0.0249595 0.025286
internal_weight=0.168387 0.167117 0.165651 0.00279172 0.162859 0.161094 0.159256 0.158157 0.155841 0.00297608 0.152865 0.151326 0.149414 0.00624216 0.00454638 0.143172 0.141169 0.0640129 0.0613687 0.045952 0.042217 0.0393319 0.0327678 0.0286082 0.00560884 0.0229993 0.0134511 0.00954824 0.00939828 0.0154168
internal_count=2900 2581 2553 91 2462 2434 2370 2329 2152 73 2079 1932 1863 81 52 1782 1676 647 627 427 335 296 252 203 62 141 75 66 50 200
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=0 3 3 20 9 6 8 20 20 7 7 19 6 18 18 6 5 9 6 20 23 16 3 10 6 9 9 22 5 15
split_gain=0.000175006 0.000749688 0.000989386 0.00148925 0.000661691 0.00123992 0.000992882 0.0005619 0.000540728 0.000526448 0.000645241 0.000586452 0.000530481 0.000481073 0.00150924 0.000575348 0.00169588 0.0015608 0.00149456 0.00127336 0.000861359 0.000607119 0.000928969 0.000613993 0.000864288 0.00153855 0.00185605 0.00172562 0.00115412 0.00107322
threshold=85.716110573100011 93.770731131900007 93.58791597905001 40.532725462000009 186.14781787895004 16.465384711100004 8.3434888241000014 42.102795028150005 43.812290675100009 22.477322886550002 19.617375644250004 14.451165964200003 15.675366252400002 13.075178189100003 12.903279561150002 16.455384477450004 22.852794041600003 190.77452831370002 16.445384243750002 40.621691032550004 0.083565000000000014 22.654947022900004 92.359290613450014 62.030794443850006 15.785368822600002 195.51131808980003 200.12618528045002 -0.083330000000000001 21.269675393700002 43.376643616500012
decision_type=2 2 2 2 2 2 2 2 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 13 -4 6 -6 9 -3 -7 10 12 -12 -1 14 -2 18 17 -17 21 -19 -21 23 -23 -15 29 -26 -27 28 -28 -25
right_child=1 7 3 -5 5 8 -8 -9 -10 -11 11 -13 -14 15 -16 16 -18 19 -20 20 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.067271571063846833 -0.020708015087599729 0.053909749285804567 0.0010602795423529029 -0.10002815677151933 -0.10002805220010161 -0.020622249917151093 0.095759087861700162 -0.00073406225265648585 0.054577316706379268 0.051357339383473755 -0.086546343353773245 0.004883535891981281 -0.010363152072010613 -0.046011736704099283 0.078848052397286914 0.029057660347424647 0.032658928845947684 -0.0018555291016434398 0.084397570150958237 -0.025749230606589169 -0.10003530568798168 0.066948678973236406 -0.015068179043193769 -0.0030191960487399743 0.064619872372335269 -0.06754282545571004 0.010008654306217337 -0.01646791340698615 0.094941727892544805 -0.1000334361526518
leaf_weight=0.0012048195644638326 0.0030716442039309113 0.0045544199283540357 0.0035693617135663649 0.0024629693817361797 0.0018976828838147561 0.0067493828683193868 0.001167678931778938 0.0032068311592858834 0.0011140256326740428 0.001516620782239686 0.0017492674218116122 0.0011712950985440784 0.0032661823061546635 0.0029191392884122527 0.0030197241887890414 0.0029772697507723942 0.0051239637714388655 0.0033385812994310982 0.002192628475768287 0.00228281995987345 0.0049355961520056724 0.0033148716825621696 0.0023672009124311444 0.074291099517677012 0.0053630580296157851 0.0030439309484791002 0.0029516722887592533 0.0066863550141533796 0.0034935320218210109 0.0011580703736342448
leaf_count=13 28 23 25 45 40 152 10 24 9 20 134 13 189 27 29 18 39 29 9 12 49 33 15 1769 32 14 26 38 15 21
internal_value=-0.00010722 0.0010877 -0.000606336 -0.0402136 -0.0089214 -0.0274773 0.00905481 0.0313318 -0.00996857 -0.00231033 -0.013322 -0.0498783 0.0105574 0.00119644 0.0286457 -0.000125957 -0.0163388 -0.034889 0.00268068 -0.0529232 -0.0765424 0.000983772 0.0327797 -0.000824583 0.000535462 0.0182036 0.00281402 0.0191229 0.0560454 -0.00450827
internal_weight=0.166162 0.146325 0.138563 0.00603233 0.019837 0.00976109 0.0100759 0.00776125 0.00786341 0.00890819 0.00739156 0.00292056 0.004471 0.132531 0.00609137 0.12644 0.0186582 0.0135343 0.107782 0.010557 0.00721842 0.105589 0.00568207 0.0999069 0.0969877 0.0215385 0.0161755 0.0131316 0.0064452 0.0754492
internal_count=2900 2320 2273 70 580 201 379 47 161 369 349 147 202 2203 57 2146 147 108 1999 90 61 1990 48 1942 1915 125 93 79 41 1790
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=19 13 12 17 5 20 20 18 15 2 8 2 22 22 9 12 2 4 15 20 20 17 0 20 20 17 15 5 9 4
split_gain=0.000199584 0.000572617 0.00023462 0.000539426 0.000590899 0.000573415 0.000859721 0.000550514 0.000447533 0.000365288 0.000936742 0.000823523 0.000926629 0.00105575 0.00107023 0.001064 0.00080491 0.000653124 0.00122692 0.000609546 0.00158854 0.00130537 0.00275649 0.00127511 0.00115545 0.00114814 0.00115284 0.000673389 0.000955827 0.0005574
threshold=14.651182102100002 117.60660091645001 92.695913642950003 181.49225329600003 16.579584939650001 38.386256906100009 42.072181850200003 14.047116609550001 26.285853065250006 122.26439358135001 3.6471537973500001 120.54857872840002 -0.10518999999999999 -0.13820499999999999 204.17620834730005 109.28780703725 112.95519936480001 220.3182238473 39.283112803100003 39.646013290900008 40.259171735100004 193.52305340940003 85.807518149550006 41.872669623500009 43.968221017800005 187.98346801990002 30.046989284200006 20.717225865800003 196.98862600660001 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=2 -2 3 4 -1 7 -7 -5 -6 10 -4 12 13 14 15 -12 19 18 -11 25 -21 22 23 -22 -25 -14 -27 28 -24 -19
right_child=1 -3 9 5 8 6 -8 -9 -10 17 11 -13 16 -15 -16 -17 -18 29 -20 20 21 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=0.067413823095755554 0.041568316794301452 -0.021377861327759921 -0.081607882313807126 0.038995539943429303 -0.050362311468277479 -0.1000280926408595 -0.0066840260986199863 -0.03256969368882711 0.018797241035252876 -0.072710698571735746 -0.033306517820580549 0.064586927428412363 0.074169156586284771 0.064709496887799201 -0.07521113054789387 0.062305515141594561 -0.04647817574797404 0.030860463944708556 0.030158212878960977 -0.08479009585680343 0.084656553291366149 0.044927849407834924 0.031897621233041011 -0.065900616800434283 0.049502752978405833 0.042814488956832264 -0.038853101314886812 -0.1000345633517334 -0.072999027875669975 -0.0031674486890893509
leaf_weight=0.0014019375299642875 0.0037952915224650488 0.0023339117277823007 0.001153779276829899 0.0017673611237114528 0.0015348788455364915 0.0021233903609272353 0.0018431948757697825 0.0027433935289788991 0.0023966926893592699 0.0034144902977126792 0.0019004779703379882 0.002574810892383538 0.0031015653941662419 0.0051341034803229491 0.0013530672383161857 0.0030030786687547106 0.0036142457387278162 0.005105455546948078 0.0017555615449609263 0.0022998503019095997 0.0027081064769693963 0.0053332422396579196 0.0013935437522114569 0.0016967044493401695 0.001775434661519526 0.0033717289891559421 0.0035467141799472301 0.0025818934786911996 0.002306341011200308 0.084293056751278489
leaf_count=23 30 31 89 13 21 26 20 35 33 96 28 20 48 48 40 54 45 64 12 20 19 46 14 30 11 37 28 17 30 1872
internal_value=-0.000104093 0.0175993 -0.000794223 -0.0132425 0.0116736 -0.0289184 -0.0566529 -0.00452968 -0.00820253 0.000404524 0.00742657 0.00958039 0.0064414 0.0311016 0.00352336 0.025249 -0.00188658 -0.00322266 -0.0377802 0.00346505 -0.0065811 0.00352659 -0.0141915 0.0332242 -0.00689056 0.0236126 0.000947902 -0.0608408 -0.0334902 -0.00122415
internal_weight=0.163357 0.0061292 0.157228 0.0138108 0.00533351 0.00847734 0.00396659 0.00451075 0.00393157 0.143417 0.0488487 0.0476949 0.0451201 0.0113907 0.00625662 0.00490356 0.0337294 0.0945686 0.00517005 0.0301151 0.0200951 0.0177953 0.012462 0.00618025 0.00347214 0.01002 0.00691844 0.00628178 0.00369988 0.0893985
internal_count=2900 61 2839 171 77 94 46 48 54 2668 624 535 515 170 122 82 345 2044 108 300 187 167 121 60 41 113 65 61 44 1936
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=22 8 20 20 22 22 6 18 16 0 20 20 18 6 22 23 0 21 21 19 9 22 22 20 20 9 7 22 18 23
split_gain=0.000215772 0.00120145 0.000937274 0.00130279 0.00105413 0.00163957 0.00104054 0.00143518 0.00104146 0.0012586 0.00110902 0.000915833 0.00137767 0.00081414 0.000782634 0.00158221 0.00148496 0.000938164 0.00103134 0.000870647 0.000827195 0.000664148 0.00111319 0.000606762 0.000910868 0.000796724 0.00101459 0.00114866 0.00113271 0.00093494
threshold=-0.062629999999999991 8.9430209551500024 40.621691032550004 40.337496327150006 -0.060760000000000002 -0.046474999999999995 16.445384243750002 13.086509421050001 22.544947280100004 101.99741301110002 42.297164883650005 40.21994457600001 14.047116609550001 16.535386346650004 -1.0000000180025095e-35 0.11467000000000002 94.047642319350018 3.4703576882500005 0.8423297431500002 12.651020723000002 196.98862600660001 0.049235000000000008 0.090855000000000033 40.21994457600001 40.08085804200001 211.72643673420001 24.142338514450003 -0.58350999999999986 14.405580508350001 0.087405000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 3 11 -4 -6 8 -8 9 21 -10 12 -2 -9 16 17 -14 18 20 -18 -16 -7 -23 24 25 26 28 -28 29 -1
right_child=1 -3 4 -5 5 6 7 13 10 -11 -12 -13 14 -15 15 -17 19 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.052020439197736273 0.050456466688435002 -0.05870350771238976 0.093656950322500057 0.074383203476317966 -0.078454269015896139 -0.068422792117462924 0.058271173391929221 -0.10002947842907028 0.093166541026675542 0.048205357684686451 0.0048190046191256527 -0.055790022531557792 0.09492225382328888 -0.016052754895605505 0.015692102366910644 0.066960509576653629 0.042876055162383603 -0.091553785619232775 0.03935600465487199 -0.048783474889844081 -0.08323279823264218 0.068091342916801731 -0.036994004394846465 0.0018797462237916873 -0.10003632793635464 0.027788053764676891 0.033631442622548489 -0.069376908177210247 0.075836340756165757 0.0038533560498632646
leaf_weight=0.0043756986881709143 0.0082271747232009716 0.0028457696802974821 0.0010216224218311245 0.0038338046068115963 0.0030693477668251026 0.0026377318952741646 0.0012612961746733533 0.0025476368163310781 0.002723735306034313 0.0030458132757114759 0.0029703963608795902 0.0018532571315974513 0.0021619280473714727 0.0021111263149151682 0.0013208679059468452 0.0018159109940104846 0.0018983628934387542 0.0022285738253432497 0.0021701725768035751 0.0022820683508371076 0.0023475708150295094 0.0014280568302069696 0.0034274829667420015 0.07346998368193125 0.0012163697793857722 0.0043185833905417517 0.0013297814314165947 0.0058225364212488133 0.0015701353383018044 0.0094896844199258701
leaf_count=133 88 65 7 32 27 58 95 37 23 125 21 17 14 18 66 21 30 56 33 27 35 23 112 1221 19 114 36 239 29 79
internal_value=-0.000104814 0.00469236 0.00789203 0.0199231 -0.00592478 -0.00995826 -0.000468106 -0.0363562 0.0126199 -0.0059981 0.0470792 0.0119861 0.0171228 -0.0619753 0.000220872 -0.0173729 0.0276367 -0.0363563 -0.0152876 -0.00716025 -0.0476136 -0.0280303 -0.00608748 -0.00290162 -0.0153928 -0.0115663 -0.0190905 -0.0502253 -0.00466362 -0.0137795
internal_weight=0.160822 0.0592297 0.0563839 0.0301397 0.0262442 0.0252226 0.0221533 0.00592006 0.0162332 0.0105391 0.00569413 0.0263059 0.0244526 0.00465876 0.0162255 0.0098831 0.00634236 0.00806719 0.00583861 0.00418043 0.00366844 0.00749327 0.00485554 0.101593 0.0281228 0.0269064 0.0225878 0.00715232 0.0154355 0.0138654
internal_count=2900 1030 965 419 546 539 512 150 362 318 44 387 370 55 282 211 71 190 134 57 101 193 135 1870 649 630 516 275 241 212
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=23 3 13 6 23 2 10 15 23 9 9 21 22 4 2 20 9 13 2 22 22 8 13 23 22 0 10 9 9 23
split_gain=0.000198859 0.00149765 0.00133381 0.000902313 0.000754987 0.000678103 0.000739262 0.000496042 0.000415643 0.000618952 0.000830205 0.00100748 0.000435199 0.000598957 0.00106828 0.000732299 0.000973697 0.000804245 0.000595891 0.000450706 0.00107469 0.00100966 0.000879016 0.000574994 0.000881745 0.000859345 0.00130999 0.000884663 0.000844642 0.000840616
threshold=0.12064000000000002 92.539417308200015 114.65467388920001 16.525386113000007 0.11308000000000003 201.92500828480004 68.961639504150014 35.645792850250011 0.10500500000000003 190.24759545780003 201.2906445504 4.3122268386500009 -0.25167499999999993 290.16639908380006 181.83510701155004 41.840895355800008 205.70977008025002 108.36905878025001 121.41360778140002 -0.14228499999999997 -0.13820499999999999 8.4434108459500017 117.43991651235002 0.094415000000000013 -0.11808 90.837623311600012 68.579878449600017 193.75542554275003 188.78154115175002 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 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 8 6 -2 -6 12 -10 -11 -12 13 14 15 16 18 -18 -1 21 -21 22 -14 24 -22 27 -27 28 -25 -26
right_child=1 3 -4 -5 7 -7 -8 -9 9 10 11 -13 19 -15 -16 -17 17 -19 -20 20 23 -23 -24 25 29 26 -28 -29 -30 -31
leaf_value=-0.016460696179477763 0.012661510584081973 -0.083068621884107866 0.10000758881741811 0.004973590781615995 0.0046335570025063093 0.060311160428265759 -0.093542573254597056 0.069620733010756372 0.024786238933982262 -0.073228778331446906 0.052027438058296342 -0.046477666922523482 0.014835041252713036 -0.06384913553071124 0.080937070905264072 0.034826041116905869 -0.05286893175735672 0.066551067782764373 -0.10003425710803174 -0.069772707028804004 0.050572843666714232 0.072161281435784957 -0.069686207843494455 0.025557797081841617 0.0062439805680960941 -0.087866811399903127 0.01338799388757668 0.047088690299408591 -0.055443521848103409 -0.01462318134233332
leaf_weight=0.0013565905038200148 0.0014282652919064363 0.0033071040527364315 0.001603404976776801 0.0017963543045098618 0.0021516828912732091 0.001008917655307022 0.0012112361089478534 0.002586289994951585 0.0023143471186179154 0.003167779780412161 0.0017718316258590328 0.0025079484325613577 0.013294113203656061 0.0022585098703531052 0.0012155789988499421 0.0018653103816901329 0.0010050281613897538 0.0012849574474103065 0.0022989791783229463 0.0021470999366455515 0.0030463665940874537 0.0028399346824699015 0.0013559556658826475 0.0037125349974935747 0.038286490083051537 0.0017716718547262653 0.0045829144616386253 0.0097716825432341281 0.0019706519115061383 0.038939217637407243
leaf_count=31 8 36 10 28 40 27 50 20 33 37 28 37 516 139 11 46 32 11 55 32 44 20 57 37 692 13 117 70 17 606
internal_value=-0.000104756 -0.0135002 0.0239885 -0.0520789 0.000835656 -0.00942029 -0.0360743 0.0401077 -0.000467671 -0.0203842 -0.034421 -0.00569649 0.000994117 -0.0177922 -0.00626823 -0.0198397 -0.0369901 0.0141401 -0.0690199 0.00273586 0.00024316 0.0175907 0.00701207 0.00171582 -0.00219618 0.0161143 -0.0148421 0.0288427 -0.00252951 -0.00427779
internal_weight=0.157859 0.0103553 0.00525182 0.00510346 0.147503 0.00364842 0.0026395 0.00473797 0.142765 0.00976191 0.00744756 0.00427978 0.133004 0.011285 0.00902644 0.00781087 0.00594556 0.00228999 0.00365557 0.121719 0.104229 0.01749 0.0146501 0.102082 0.0802721 0.0218095 0.00635459 0.0154549 0.00568319 0.0772257
internal_count=2900 159 95 64 2741 85 58 60 2681 135 102 65 2546 325 186 175 129 43 86 2221 1628 593 573 1596 1342 254 130 124 54 1298
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=22 8 19 22 21 23 22 23 23 7 9 17 21 22 21 23 17 17 18 22 23 22 9 6 22 0 20 20 23 18
split_gain=0.000190602 0.00104128 0.000760649 0.000830368 0.00112359 0.000843588 0.00190484 0.00235054 0.00146798 0.00144976 0.00118565 0.00113424 0.00109554 0.00105413 0.000884198 0.00100639 0.000862954 0.000772765 0.000727888 0.000666489 0.000633232 0.000785609 0.000623046 0.000554318 0.0012843 0.000524718 0.000483692 0.00081706 0.000697553 0.00122149
threshold=-0.062629999999999991 9.0429429770000009 14.651182102100002 -0.053019999999999991 5.7087410616000005 0.084795000000000023 -0.036264999999999999 0.09495000000000002 0.070195000000000021 23.9444576715 208.47660979520001 201.18214207610001 1.7359311306500003 0.098830000000000015 3.8005420560000007 -0.10585499999999999 204.43529195140005 197.94573456765002 14.682853263650001 0.049235000000000008 -0.24523500000000001 -0.013805 188.99238851175002 16.455384477450004 0.055455000000000011 86.036037090600004 40.21994457600001 40.08085804200001 0.10211000000000002 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=26 2 3 4 -2 8 -7 9 10 25 14 17 -11 -10 18 20 -13 22 -5 -14 -16 -22 -9 24 -24 -8 27 28 -1 -30
right_child=1 -3 -4 5 -6 6 7 11 13 12 -12 16 19 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0017345286845997941 -0.014329320317717317 -0.062085206843489407 0.07177527436302869 0.073205260707209077 0.06870826604889195 -0.086054120898446357 -0.02013133358959714 0.066221151101394246 0.080677848421655332 -0.081510784198755556 -0.10001727974118786 -0.082052115568057193 -0.029640637407889189 -0.012668238776182703 -0.056682405965950713 -0.10003527632176282 0.018383947681133959 0.078681933447963134 -0.0093649784765264393 0.055785835531115581 0.088339201074218041 -0.011793095479141315 0.094949165543959879 -0.03904742368559052 -0.025651702979285179 -0.10004232004645275 0.0015246586066972436 -0.10003199670412977 0.0090236095685006703 -0.082295963970565877
leaf_weight=0.020052578228646714 0.0026175640503175992 0.0022509013875402486 0.0017716003458190235 0.0026809669277872358 0.0043169890534500155 0.0029955720209132132 0.0010784048766527849 0.0022414330280704012 0.0046113170890147446 0.0013435446471865512 0.0011571628162130318 0.0015414958342372395 0.0014741928950462446 0.0016400163968066424 0.0013090130598598648 0.0012095275886052637 0.0019222706903776476 0.0034322198360481337 0.0017741130294542384 0.0024003456462422246 0.0012447338057715029 0.0021146826773658089 0.0015695560761201932 0.0019581769926162451 0.0020186992831008332 0.0034519013010095301 0.072398297972292219 0.0010642200181202313 0.0026831109694285269 0.0032257215502345792
leaf_count=511 26 59 15 40 36 40 39 36 79 47 24 18 39 67 62 31 40 20 53 55 14 62 21 23 35 49 1221 19 23 96
internal_value=-0.000106781 0.00455219 0.00733628 0.00514527 0.0373643 0.000198885 -0.0107923 -0.00156461 0.0171908 -0.0396322 -0.00402632 0.0237079 -0.00369946 0.0561888 0.00672339 -0.0187435 -0.0263136 0.0391501 0.0403239 0.0232826 0.00231815 0.025308 0.0217278 0.00374713 0.0271009 -0.0810201 -0.00273684 -0.0141529 -0.0106325 -0.0408291
internal_weight=0.15555 0.0561264 0.0538755 0.0521039 0.00693455 0.0451693 0.0274278 0.0244322 0.0177415 0.00974839 0.0114902 0.0146839 0.00521808 0.00625133 0.010333 0.00587796 0.00346377 0.0112201 0.00445508 0.00387454 0.00466843 0.00335942 0.00778787 0.00554643 0.00358826 0.00453031 0.0994239 0.0270256 0.0259614 0.00590883
internal_count=2900 1030 971 956 62 894 462 422 432 229 286 193 141 146 262 169 58 135 93 94 138 76 115 79 56 88 1870 649 630 119
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=0 3 3 20 15 10 21 21 22 22 13 6 20 15 16 18 18 19 18 18 2 12 10 23 15 5 14 6 16 8
split_gain=0.000188575 0.000580089 0.000753608 0.00131862 0.000522476 0.000498103 0.00111893 0.000609948 0.00111119 0.000917716 0.000968465 0.000763466 0.000620644 0.000530478 0.000706012 0.000411435 0.00105357 0.000915982 0.000942038 0.00153117 0.000462695 0.0013485 0.000830518 0.00106451 0.000796618 0.00136504 0.000775122 0.000902782 0.000738982 0.000615825
threshold=85.716110573100011 93.770731131900007 93.58791597905001 40.532725462000009 39.283112803100003 62.00390986255001 12.151864830850002 4.1402214890000009 -0.013805 -0.087910000000000002 116.55003687120002 16.525386113000007 42.508878681700004 43.132842597400007 23.224945690000002 13.278511569200001 13.24392582145 14.351157895250003 13.064341268650002 12.903279561150002 188.32206997295003 212.36614019295004 61.998532946250002 -0.12530999999999998 39.283112803100003 21.377246852200006 284.7527778226501 16.515385879350003 22.664946999500003 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=5 2 15 -4 -3 7 -7 8 12 10 -9 -11 13 14 -1 16 17 18 19 -2 21 22 -17 -24 25 -25 -22 28 29 -28
right_child=1 4 3 -5 -6 6 -8 9 -10 11 -12 -13 -14 -15 -16 20 -18 -19 -20 -21 26 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.065088292889729657 -0.037872631679473405 0.059418424815329322 0.0018622736401532028 -0.10002293621977483 0.0049194548879406544 -0.08293212979576009 0.039292638748487492 0.00048329318543288176 -0.072728909023962049 -0.036832335529687496 -0.09037928539062734 0.059896080805287681 0.078953049980782355 0.059941693837594894 0.044364180550721784 -0.063963638917371987 0.076922704610411841 0.041320758435281081 -0.056963993029504091 0.078709424517605084 0.068972122006255729 -0.10006723220228603 -0.061364916226344303 0.0021476245061152386 0.038090930712188102 -0.055871123058203423 0.0070408774277416156 -0.084674717069140273 0.065895022005424006 -0.050996620011143051
leaf_weight=0.0013338171988035441 0.002552025449770845 0.0031461139406019347 0.0033337963165802611 0.0020522310229598162 0.003990090328763074 0.0023433695739684115 0.0011008768206413611 0.0021567039512393471 0.0011027351540891525 0.0014023320608025358 0.0025719296546011239 0.001951536683247157 0.0021883607178139475 0.0014500509284971486 0.0010558495378063526 0.002216504864918519 0.0024431024155546774 0.0044271234895063571 0.003230253807146255 0.0020169407115417926 0.0019640028585286079 0.0014873775796537805 0.0028565777870998834 0.051355709030596955 0.005313004163447487 0.004402815909983814 0.032284092964937665 0.0011013200005436366 0.0020270800343098463 0.0019380210456034766
leaf_count=90 26 17 25 45 30 128 24 60 44 20 77 84 24 20 9 16 14 28 37 26 18 7 122 916 27 39 860 17 27 23
internal_value=-0.000106299 0.0012039 -0.000354931 -0.0369589 0.0289462 -0.00952597 -0.0438657 -0.00175156 0.019566 -0.0205591 -0.0489374 0.0194516 0.0364498 0.012226 -0.0167278 0.00126616 0.0169709 0.00499121 -0.0156308 0.0135918 -0.00088801 -0.00590294 -0.00378549 -0.001699 0.00109183 -0.00243366 0.00773907 0.00451925 0.00722913 0.00375418
internal_weight=0.152796 0.134138 0.127002 0.00538603 0.0071362 0.0186576 0.00344425 0.0152133 0.00713081 0.0080825 0.00472863 0.00335387 0.00602808 0.00383972 0.00238967 0.121616 0.0146694 0.0122263 0.00779922 0.00456897 0.106947 0.067632 0.0661446 0.0639281 0.0610715 0.0557585 0.0393145 0.0373505 0.0362492 0.0342221
internal_count=2900 2320 2273 70 47 580 152 428 187 241 137 104 143 119 99 2203 131 117 89 52 2072 1127 1120 1104 982 955 945 927 910 883
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=10 17 17 17 16 5 13 23 18 0 23 6 6 6 21 22 22 15 9 14 19 17 7 6 18 18 5 16 20 20
split_gain=0.000178103 0.000312429 0.000414175 0.000453276 0.000441155 0.00031634 0.00036629 0.000985619 0.000746028 0.000549673 0.000523625 0.000356956 0.00123142 0.00108035 0.000552351 0.000795969 0.000505187 0.000469942 0.000665937 0.000314298 0.000917809 0.000387898 0.000528977 0.00143641 0.0013453 0.000921881 0.000712578 0.000541066 0.000937637 0.000473439
threshold=90.988176966900014 242.64190980425005 220.68978861510001 218.56744384050003 17.654958715000003 2.7861270712500006 95.870416931800023 -0.17732499999999998 17.267778657600005 107.81523640540001 -0.23958499999999999 13.665319288000001 13.775321858200002 12.26528657645 12.650480313250002 0.10692500000000003 -0.019444999999999997 22.332985174250002 188.14427954665004 384.93581166080008 14.351157895250003 208.12573104970002 24.673428656250003 14.955349429350003 14.643918747750002 15.042884401850001 19.450053268050002 18.634956423400002 40.621691032550004 38.592454371550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 7 10 11 -9 -7 13 -13 14 15 17 -15 -8 -19 21 -21 22 24 25 29 26 -24 28 -27 -14
right_child=-2 -3 4 -5 -6 6 8 9 -10 -11 -12 12 19 16 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.054386013908199027 -0.038434152470036967 0.047488857171569386 -0.087549023926388678 0.057663491839119646 -0.0039066194372585168 -0.016197055911574151 0.055879831933473789 -0.10000983683834833 0.067660912810068335 -0.013459900543363705 0.07617549559823461 0.068675991189554308 0.016312724733743775 -0.085415098162440362 -0.046644287826977743 -0.048499719899724791 -0.01434844066712497 0.034319971324419433 -0.051689029754509466 -0.05872575308723587 0.024930079342677342 -0.031072881580689694 -0.0046432218452730949 0.076202582833291843 -0.06589145492322912 -0.067601128775311908 -0.089031785488945192 0.065995812924077898 0.037089845576259314 -0.0018606955063835348
leaf_weight=0.0010582176883517916 0.0012030751469351833 0.001383960150739493 0.0011102048141351508 0.0013720303800823777 0.0014596071833921087 0.0015708950070002503 0.0031756707801653405 0.0017761686765487275 0.0016357999302272211 0.0012503404865221168 0.0010070886941662138 0.0026708892912381535 0.017792870474933387 0.002573409592965703 0.001922301155663054 0.0017234176415630298 0.0016363020462932818 0.0025736688100241878 0.0013844715382234085 0.0031228065415738184 0.0022610342527569216 0.0036180952187052631 0.003094740787361161 0.0034625711222417985 0.003045192113845018 0.001233480073963733 0.0014787183661866266 0.0022779087478284055 0.0027917096276155462 0.07375666448802734
leaf_count=41 319 28 63 18 28 69 73 182 21 102 18 32 248 117 82 90 34 61 31 81 38 54 36 26 51 28 35 16 26 852
internal_value=-0.000112406 0.00019656 -0.000246164 0.000457831 -0.0400416 -8.76238e-05 -0.000491198 -0.0255495 0.000532176 -0.0642535 0.0198883 -0.000277651 0.00153114 -0.0148316 0.00194559 0.0124911 -0.0577917 0.0272256 0.00423589 1.05104e-05 -0.0235931 0.00113957 0.00220947 0.0201077 -0.000503629 0.00224973 -0.0319282 0.0270489 0.00500832 0.00167135
internal_weight=0.150423 0.14922 0.147836 0.145266 0.00256981 0.143894 0.142836 0.00560449 0.137232 0.00302651 0.00257798 0.135596 0.120607 0.0149892 0.0107795 0.00885723 0.00420971 0.00713381 0.00395814 0.117936 0.00538384 0.112552 0.108934 0.0143391 0.0945947 0.0108766 0.00457346 0.0063031 0.00402519 0.0915495
internal_count=2900 2581 2553 2462 91 2444 2403 371 2032 284 87 2011 1523 488 337 255 151 165 92 1491 119 1372 1318 167 1151 141 71 70 54 1100
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=19 18 17 5 5 5 22 10 21 18 3 6 4 22 19 7 18 18 18 16 16 2 23 23 0 12 22 22 14 5
split_gain=0.000180517 0.000500311 0.000887297 0.000257448 0.000683449 0.000677254 0.00122768 0.000669557 0.000609537 0.000527604 0.000467187 0.000424405 0.000540617 0.00039319 0.000693618 0.000652496 0.000425823 0.000304654 0.000713744 0.000792873 0.00066193 0.000754442 0.000427288 0.000771981 0.000674651 0.000548399 0.00061146 0.000711906 0.000506566 0.00157373
threshold=14.651182102100002 13.622618370000001 196.91396350930003 23.721757872050002 23.398433971250004 25.556820288350004 -0.063985 64.84561010645001 7.5530726581500014 13.303774303900001 94.260030511650015 16.635388683200002 158.72829101635003 -0.082074999999999995 14.351157895250003 19.152455927400002 11.780121045600003 12.903279561150002 12.868666868750003 22.634947069650003 22.654947022900004 165.21120286730005 0.4135100000000001 0.11467000000000002 87.735142629050017 221.35139589120004 -0.031989999999999998 -0.11600999999999999 250.49731233560001 22.553892743650003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 10 13 -8 -6 -5 17 -13 14 15 16 -7 18 19 -1 22 -22 23 28 -24 26 27 -25 -19 -30
right_child=1 -3 -4 5 9 7 8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 20 -20 -21 21 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=0.044114727896722605 0.045364832081668277 0.052801594662001163 -0.059154404761499219 -0.1000144717820512 -0.0071022150078547969 -0.036403817641273692 0.046359604633207367 0.079228684284971901 -0.049557423085787748 0.074520390640809883 -0.022759615651253017 0.0063711166116261764 -0.084952963877858986 -0.049089349077383188 0.068134664161709033 -0.075779546404164844 0.041124293829439218 0.0039460871904127143 -0.071197244993973355 -0.047099458758777885 0.0046540971957290183 0.064448538142015788 -0.091833225057500134 0.049802926544254854 0.015468315273802087 0.076918675026779237 0.057238789750972741 -0.050967644612815777 -0.0036613813896926081 -0.065934577222491283
leaf_weight=0.0021114106948267727 0.0015951006601180309 0.0023379353324344265 0.0016549004577939286 0.0025086154806227001 0.0012464467859416564 0.0011426697272707296 0.0018260962863152494 0.0010770790048284518 0.0010397843799587747 0.0021717625387083217 0.0011378203129797093 0.0012606932498715464 0.0013342502758444397 0.0015963829450886249 0.0013997113275516782 0.0011914796180145792 0.0018643348859441744 0.057266281237990102 0.0019594772489881507 0.0017369085617247038 0.0055079017474781722 0.0034205287658721772 0.0012833473340911885 0.0011101432038778114 0.0010782924426453733 0.0019731111635583262 0.0020235578704728202 0.0019024931513522692 0.036245135602128845 0.0045697962960886676
leaf_count=34 26 19 16 80 21 56 35 24 26 30 45 20 26 125 26 88 41 756 16 14 31 36 8 16 40 30 16 28 1120 51
internal_value=-0.000110005 0.0175223 -0.00785636 -0.000799083 0.000641862 -0.0132945 -0.0374162 0.0056967 0.0115595 0.0447568 -0.0759082 -0.000566585 -0.0405853 -0.00531156 0.00717213 -0.0131519 0.0116634 0.000283301 -0.022069 0.00294592 0.00139876 0.0275617 -0.000775171 0.000170146 -0.0428408 0.0322311 0.0147232 -0.0138341 -0.00212107 -0.0106337
internal_weight=0.148573 0.00558794 0.00325 0.142986 0.128202 0.014784 0.00651232 0.00827166 0.00286588 0.00341821 0.00364644 0.124783 0.00259494 0.00719458 0.0055982 0.00419848 0.003007 0.122188 0.0058078 0.00384832 0.116381 0.00892843 0.107452 0.105091 0.00236164 0.00700931 0.00503619 0.00301264 0.0980812 0.0408149
internal_count=2900 61 42 2839 2293 546 186 360 61 51 125 2242 46 336 211 185 97 2196 64 48 2132 67 2065 2017 48 90 60 44 1927 1171
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=20 20 4 23 23 7 20 20 7 23 22 17 23 16 2 20 20 6 6 5 15 3 19 13 15 21 6 13 21 0
split_gain=0.000168293 0.000620447 0.000391613 0.000269463 0.000246475 0.000442493 0.000364214 0.000455293 0.000413429 0.000381532 0.00072768 0.000677121 0.00064281 0.000769074 0.00106502 0.000791315 0.000557887 0.000403489 0.00129314 0.00127777 0.000707053 0.000686464 0.00045056 0.000763609 0.000564831 0.000423899 0.000404011 0.000732414 0.00135084 0.00148308
threshold=48.988717865950008 48.852845034800005 330.30235111835003 0.074640000000000026 -0.27223499999999995 23.564264519350004 32.785955158400007 34.542090938800008 24.199020305550004 -0.15684499999999998 -0.23955999999999997 172.11348093270001 -0.22831499999999999 22.624947093000003 226.19683278270003 40.421032462050007 38.771633980050005 13.665319288000001 13.775321858200002 14.624842172000003 32.188927121800006 82.081315180750025 11.950964240300001 95.99139754765001 20.044580420600003 2.6720444286000005 14.855347092800002 107.97116697695002 3.2025200283000004 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 4 3 -2 5 -1 -6 8 -8 10 -9 16 13 14 15 -12 -11 19 -19 21 -21 22 23 -13 -24 -26 27 -20 29 -29
right_child=2 -3 -4 -5 6 -7 7 9 -10 11 12 17 -14 -15 -16 -17 -18 18 26 20 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.069695508497800596 0.043504111603462264 0.061405477807972779 -0.058841669871815487 -0.021226820924464374 -0.055965369887871576 0.014013391537797543 0.063341393173359753 -0.060218516519950839 -0.010825073517352117 0.016311107958210311 0.017928819918248417 -0.018297859162960849 0.065397275588376366 0.073921884311152458 0.044640069839570751 -0.08119854433942196 -0.067540285857266832 0.080054368425788391 0.0067101890979219831 -0.087107787687842497 0.0057241294187248618 -0.076251769444427256 -0.054071032634510012 0.06612490418819203 -0.039313143292893114 0.034220331418251364 0.003402764103492615 -0.051594404857714785 -0.069838046594824815 0.05493619561290719
leaf_weight=0.0013694372375392385 0.0010408597883855416 0.0016521338052886128 0.0015984519989585971 0.0016828275536204251 0.0011396609151153583 0.0011718620155977411 0.0021530477079494395 0.0010882537699465908 0.0011546804868858285 0.0011205999191173229 0.0013172252991005004 0.001745584084066415 0.0029240512465418247 0.0014893192587237536 0.0023764440792781727 0.0020721605846745206 0.0027179644412559795 0.0020727941941913733 0.0099916096331789106 0.0030909056299572866 0.0011169461028650574 0.0010157625164737292 0.0018552727158180904 0.0027740498701405158 0.0010989617264804963 0.0027349981792177402 0.081177715493362002 0.0025220958972624885 0.0048021703559655293 0.0027120808344562874
leaf_count=115 20 22 132 90 139 44 34 49 45 57 28 230 51 10 45 41 201 27 111 130 29 64 64 37 40 60 798 45 113 29
internal_value=-0.000109481 0.00048032 -0.0195493 0.00351017 -0.000234541 -0.0310951 0.000332675 0.000800575 0.0374509 -0.00010536 0.0175044 -0.00172443 0.0258137 0.00986028 -0.00668689 -0.0426744 -0.0430614 -0.000387789 0.00186584 -0.0154697 -0.0624662 0.00214814 0.00994878 0.0335189 -0.00877581 0.0131428 0.000264465 -0.0124558 -0.0315363 0.00360427
internal_weight=0.14678 0.142458 0.00432214 0.00272369 0.140806 0.0025413 0.138264 0.137125 0.00330773 0.133817 0.0112675 0.12255 0.0101792 0.00725515 0.00576583 0.00338939 0.00383856 0.118711 0.103278 0.0154325 0.00420785 0.0112246 0.0102089 0.00451963 0.00568923 0.00383396 0.101206 0.020028 0.0100363 0.00523418
internal_count=2900 2658 242 110 2636 159 2477 2338 79 2259 224 2035 175 124 114 69 258 1777 1123 654 159 495 431 267 164 100 1096 298 187 74
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=10 18 18 0 9 18 18 10 13 5 9 12 12 16 15 16 17 3 21 9 3 16 13 13 20 15 22 21 0 13
split_gain=0.000156403 0.000280659 0.000417217 0.000375222 0.000769193 0.000609652 0.00100397 0.000437622 0.000888328 0.00107365 0.000394354 0.000582555 0.00041597 0.000343106 0.000625305 0.000331312 0.0016261 0.00102299 0.000888393 0.00115533 0.00076803 0.0013178 0.00136425 0.00172798 0.00137788 0.00128939 0.000900979 0.000789417 0.000699543 0.00114881
threshold=90.988176966900014 17.327266398450003 17.484317143600006 98.615332683000005 191.40721473735002 15.946034773700001 16.402557800150003 75.465019721650009 104.02719889955002 16.316541761950003 59.469124515800011 236.87735968945 245.21706485760004 16.514961380800003 14.238592260450002 18.594956516900002 197.84582410835003 83.511574906150017 11.491326747450001 201.2906445504 85.54673771085001 19.214955067100004 112.82921081865001 113.13031812925001 37.737818700150008 27.122924609850003 0.022230000000000003 0.18863712200000002 90.437043050150024 113.85351336640001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 -7 15 9 -9 11 -5 -12 14 -4 16 18 -17 19 -1 25 26 24 -24 -23 -19 -22 -27 29 -25
right_child=-2 2 13 4 5 6 -8 8 -10 -11 12 -13 -14 -15 -16 17 -18 20 -20 -21 21 22 23 28 -26 27 -28 -29 -30 -31
leaf_value=-0.040890527020424623 -0.036870584014742656 0.075575403371608493 0.033955329958585197 0.022398092757631414 -0.085860399929533274 0.036124600032166769 -0.066932498700485038 0.0429367302771584 0.089746747940858115 -0.057243564934885027 0.0041060015652915303 -0.055908035664259517 0.086762479572772749 0.052789036823969696 -0.050637346641448568 0.068132064629709263 -0.10000941180766379 0.059049968132875719 0.03770357335851994 0.023496135482544006 0.072726950425932732 0.003208612296162516 0.095382862439042704 -0.079806236083769702 -0.083908496947603717 -0.0086933745771866373 -0.0096651872586948281 -0.10001848415431036 0.043929723624518649 0.00047976147119828567
leaf_weight=0.0073294523435988301 0.0011481966060454809 0.0011497297816158705 0.0017728580233564162 0.0020742734781706573 0.002145892545143413 0.0017611011514535591 0.0020405886862526756 0.0027466518622714089 0.0016474709855174297 0.0017522709269686132 0.0015110159985523008 0.0017529010138147283 0.0010197413309285253 0.001279140466976969 0.0017231616778351777 0.0022708647475155877 0.0019174221739877142 0.0010814249926625044 0.0040808984343057011 0.0044965584736349484 0.0042420982872926052 0.0034743170667752557 0.0019706392122316166 0.0018265731650899389 0.0038026546616833912 0.0015593222481129487 0.0019315399315942283 0.0024084382976781171 0.0035544914175318345 0.0734523581720401
leaf_count=332 319 26 47 148 99 46 100 104 11 31 42 100 17 19 80 22 85 10 106 86 44 28 17 13 59 19 29 61 32 768
internal_value=-0.000109607 0.000183967 0.0214953 -0.000732005 -0.0173964 -0.0432461 -0.0191922 0.000901381 0.0269233 0.00391783 0.00678492 -0.0134672 0.0374115 0.00847432 -0.00773976 -0.000438169 -0.0130131 0.00176847 -0.00252651 -0.016409 0.000250882 0.00228635 -0.00084407 0.00289071 -0.0423153 -0.0377459 0.046949 -0.0641279 0.000578632 -0.0014683
internal_weight=0.144924 0.143776 0.00592489 0.137851 0.0123055 0.00594758 0.00380169 0.125545 0.00614639 0.00449892 0.00635793 0.00382717 0.00253076 0.00477516 0.00349602 0.119399 0.0178243 0.101575 0.0159069 0.011826 0.0993039 0.0942547 0.088081 0.0808041 0.00727697 0.00504919 0.00617364 0.00396776 0.0788334 0.0752789
internal_count=2900 2581 172 2409 552 245 146 1857 146 135 307 248 59 146 127 1711 609 1102 524 418 1080 990 917 830 87 90 73 80 813 781
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=22 8 20 20 20 13 22 22 6 18 2 2 4 6 20 0 22 6 22 13 23 4 19 13 20 2 4 23 23 4
split_gain=0.000163557 0.000856234 0.000715297 0.000990103 0.000829796 0.00105767 0.000712344 0.00138681 0.000782839 0.00121444 0.00083874 0.00121045 0.00145968 0.000704091 0.000674756 0.000670631 0.000654914 0.000648899 0.000538486 0.00113946 0.000898897 0.000795594 0.000761985 0.000827304 0.000577605 0.000486657 0.000429942 0.000450394 0.000713142 0.00070898
threshold=-0.062629999999999991 8.9430209551500024 40.621691032550004 40.305698932850007 40.21994457600001 113.96105169155001 -0.058529999999999992 -0.046474999999999995 16.445384243750002 13.086509421050001 104.42372959990001 220.59538940565002 398.10712430820007 13.400313096150002 42.508878681700004 101.99741301110002 -0.0086649999999999991 16.535386346650004 -1.0000000180025095e-35 104.51649827935002 0.11467000000000002 249.12803587805004 13.451085274650001 108.17011287860002 38.318569170500005 111.23922738415001 128.88186563570002 0.12191500000000002 0.11360500000000003 222.56810966585002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 3 4 5 18 -4 -8 10 -10 -9 13 14 15 -13 -12 -14 -11 19 -2 21 22 23 -20 -21 -7 -1 28 -28 -29
right_child=1 -3 6 -5 -6 25 7 8 9 17 11 12 16 -15 -16 -17 -18 -19 20 24 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.050130762309512869 -0.054231597754890476 -0.052119012320508175 0.074455796668253679 0.069821504754249794 -0.063559883403837045 0.010651753805203433 -0.082141092822918566 -0.059381772734536334 0.055550505009789725 -0.10002328568210024 -0.043379850198005894 -0.0025841885060371534 0.099599932259507654 0.070716387849407314 -0.10002391788782504 0.058392333350582054 -0.011899677794363829 -0.018139478649096128 -0.015741996866432125 0.016923530311664898 0.060946814471865431 -0.076036707991670727 -0.038173819744451602 0.091450808224085786 0.087314324846179014 0.07878411845529501 -0.0031652242044862876 0.0086979827005752661 0.057921669060592054 -0.066384707710863952
leaf_weight=0.0015206314510578375 0.0013300927795620544 0.0025364678687123101 0.0010578403633871849 0.0033267591997713222 0.0013876248646376146 0.001534198965430277 0.0023448698607353392 0.0014763479150485858 0.0011590454220518622 0.0020359822701152552 0.0013502886018481597 0.0011681619126306941 0.001111849885976568 0.0045441071496501451 0.0018146972224606372 0.0012439822633433378 0.0010011149226913929 0.0018446155165072753 0.0016168908513234546 0.0024308778264341413 0.0014907199551550026 0.0021338688618897346 0.0033000768034128214 0.0012980030327298664 0.0022398701512429398 0.0033106912737519423 0.0839260031830419 0.0022960798625888427 0.0019556147532266968 0.0027807257984372551
leaf_count=16 40 65 12 37 12 16 22 36 95 37 86 19 16 55 37 60 53 18 66 29 21 101 32 9 16 40 1742 26 27 59
internal_value=-0.00011077 0.00449152 0.00751114 0.0189652 0.0113002 0.0163221 -0.00562159 -0.00963718 -0.000569951 -0.0342724 0.0118182 0.0204102 -0.0168186 0.0469864 -0.0618641 0.00542106 0.0467718 -0.0611004 0.00381649 0.0274259 -0.0105822 -0.023354 -0.0052657 0.031991 0.0506796 0.0572091 -0.00260349 -0.00348509 -0.00177421 -0.0324272
internal_weight=0.142568 0.050089 0.0475526 0.0253997 0.0220729 0.0206853 0.0221529 0.0210951 0.0187502 0.00503964 0.0137105 0.0122342 0.00509582 0.00713838 0.00298286 0.00259427 0.00211296 0.0038806 0.0158404 0.00600084 0.00983956 0.00834884 0.00621497 0.00291489 0.00467075 0.00484489 0.0924791 0.0909584 0.0858816 0.00507681
internal_count=2900 1030 965 419 382 370 546 534 512 150 362 326 125 201 56 146 69 55 314 85 229 208 107 75 45 56 1870 1854 1769 85
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=0 3 9 6 16 18 17 7 9 17 7 6 19 3 22 9 6 6 16 3 7 18 20 16 23 21 20 15 15 22
split_gain=0.000164702 0.000509627 0.000501856 0.001021 0.000499773 0.000496995 0.000653312 0.00103411 0.000830103 0.000466656 0.000992306 0.000400353 0.000346169 0.000464787 0.00166264 0.000697007 0.000438249 0.000436479 0.000854452 0.00149341 0.00112543 0.0023148 0.0014097 0.00132547 0.0018137 0.00171968 0.000827988 0.000648657 0.000976789 0.000957217
threshold=85.716110573100011 93.82450029455002 186.14781787895004 16.465384711100004 22.744946812400002 13.400856420150001 189.27091549140002 22.446731871300006 205.70977008025002 187.45953903175004 19.617375644250004 15.675366252400002 14.651182102100002 93.58791597905001 -0.101965 193.60452210450003 16.635388683200002 15.785368822600002 20.854951232050002 88.918064206450012 24.785467646950003 13.713893333650001 41.21013581150001 22.554947256700004 0.094625000000000029 4.6354459407500004 41.66248410610001 28.566186095050004 28.321365561200004 -0.073724999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 -4 9 6 7 8 -5 10 11 -1 13 16 -15 -16 17 27 19 -19 21 23 -23 -20 25 -25 -26 28 -2 -29
right_child=1 -3 3 5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 15 -17 -18 18 20 -21 -22 22 -24 24 26 -27 -28 29 -30 -31
leaf_value=0.061761941117931485 0.00095125755714316499 0.039186138331452493 -0.10002017747004488 -0.088595833059389492 0.072024904359687766 0.044347555452170152 -0.088493337351292722 0.061580388842781712 0.018435003326577413 0.03736145171014487 -0.087178110067677575 -0.010205768064311484 0.029397624934112694 0.06226388302019268 -0.080454896249207222 -0.0099505987082535302 -0.046141911500200083 -0.014230798279762355 0.053004602459993382 0.10000610756259856 0.064778580352180398 0.0065993559552347553 -0.080438338772408247 -0.079032875664890395 0.072925913117835625 0.0034603678988157321 0.0031979394463156454 -0.035513450661177233 0.074106381675420885 0.0036212355372053466
leaf_weight=0.0010553340425758367 0.039195926984376232 0.0034307377306390654 0.0015457793399246966 0.001603454015249639 0.0010593660535960225 0.0013477056429034295 0.0012064370099764687 0.0015140849745434726 0.0013221082252226068 0.0022181903677138681 0.001471393890606118 0.0028891074410419271 0.0039002894598070261 0.0016852362470700655 0.0033213305892836322 0.0024266703050450644 0.0019555641252395608 0.0020307487300357243 0.0065362786796683272 0.0026218196144327521 0.0028557186598163744 0.0029824506309523713 0.0049481676034019983 0.0037839131707642082 0.0037344685006246428 0.0076078130903169949 0.0031305792017519707 0.012578858250803356 0.0019143466606692519 0.01242249966778175
leaf_count=13 1438 22 40 30 12 34 27 28 42 36 129 189 31 15 40 35 31 23 33 21 20 23 51 32 29 49 26 229 15 157
internal_value=-9.68389e-05 0.00118532 -0.00925294 -0.0264711 0.00766055 -0.0102151 -0.0232391 -0.00550682 -0.0402269 -0.00127123 -0.0170942 0.00904917 9.55592e-05 -0.000891948 -0.0250812 -0.0506896 0.000768312 0.00163095 0.00984352 0.0501441 0.00457358 -0.000680365 -0.0477063 0.0143619 0.000527104 -0.0239409 0.0411288 -0.00336678 0.00435781 -0.0160685
internal_weight=0.140296 0.123063 0.017233 0.00853957 0.00869339 0.00699379 0.00564608 0.00443965 0.00292556 0.00763403 0.00541584 0.00394444 0.119633 0.115732 0.00743324 0.005748 0.108299 0.106344 0.040232 0.00465257 0.0355794 0.0327237 0.00793062 0.0247931 0.0182568 0.0113917 0.00686505 0.0661116 0.0411103 0.0250014
internal_count=2900 2320 580 201 379 161 127 100 72 367 331 202 2298 2267 90 75 2177 2146 307 44 263 243 74 169 136 81 55 1839 1453 386
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=21 21 17 23 9 21 9 23 7 10 23 21 7 22 5 0 2 17 22 9 15 21 23 5 8 21 6 17 18 9
split_gain=0.000173341 0.000629922 0.00073892 0.000675458 0.000804251 0.00108607 0.00106351 0.000922612 0.000600886 0.000921803 0.000568253 0.000561007 0.00117493 0.00122947 0.0011334 0.00089903 0.000812079 0.000601599 0.000515573 0.000896856 0.00057805 0.000514955 0.000712863 0.00063723 0.000499156 0.000491348 0.000487079 0.000452527 0.00128409 0.000807213
threshold=2.9845679401500003 2.1194692063500002 209.18283600905002 -0.093074999999999991 194.04304600165003 0.39820604590000008 201.97224908750002 0.083565000000000014 23.031046061850002 68.961639504150014 0.094165000000000013 4.6945295958000006 25.067667658500003 -0.11600999999999999 22.443872254700004 86.692020874450009 152.77222943215003 189.37128582595003 -0.011399999999999999 206.36238950785003 29.712811603950005 5.1659621353500009 0.088500000000000023 20.766972852450003 7.6440346712000009 0.94945978800000008 16.525386113000007 187.98346801990002 13.086509421050001 203.09362050815002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 26 -1 5 24 7 -6 -9 -10 18 12 13 17 -15 -16 -14 -2 19 -8 -21 22 23 -13 -5 -12 -3 -23 -29 -30
right_child=11 2 -4 4 6 -7 10 8 9 -11 25 21 16 14 15 -17 -18 -19 -20 20 -22 27 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.032266391437547184 0.055920694246978236 0.05179499384507058 -0.045222902028190043 -0.05323586411554565 0.075911992075635204 -0.062241352304066556 -0.076500936247850218 -0.045956562993616654 0.05204851662340694 -0.039397555559819275 0.039366630829579884 0.033628133354852749 0.071276028094398966 -0.082526054943171043 -0.053123043243672265 0.072031560950724854 -0.019273457313031098 -0.02563177767359456 -0.072801568692921398 -0.036516908355552088 0.044958477581616224 -0.013956732375293879 0.066571741605693263 -0.054938507280071838 0.02385329088375818 -0.03059174664281343 -0.012018001515622621 0.074881818841570483 -0.0085784543865497394 0.019706885834572273
leaf_weight=0.0052558706386360175 0.0016850200953624364 0.0063470017446336791 0.0011768457580192413 0.0011116784007617307 0.0029068910504008727 0.0050878244368539396 0.0016538954613684338 0.0015563026044773665 0.0036951157580915606 0.0015709708526017163 0.0026779265316612122 0.0020178459416638752 0.0020290739078157047 0.005593994379353262 0.0013451344170495316 0.0010011347202940613 0.0019349044668899029 0.0019529077494826463 0.0022313566399483949 0.0014517820787422892 0.0021759139197321531 0.020620469326293384 0.0027465848261662984 0.0013598353297510357 0.0034362338165294659 0.0016060434753630837 0.0014739073582825668 0.0024087378770445414 0.033097263268155236 0.0145138061330361
leaf_count=178 38 91 31 180 20 84 19 15 28 41 63 38 45 64 48 12 77 36 45 57 38 622 33 19 36 38 28 32 562 282
internal_value=-9.87952e-05 0.00495901 0.0286526 -0.000894965 -0.00648806 -0.0304999 0.0042603 0.0287358 0.00863489 0.0247685 -0.0159254 -0.00258727 -0.019913 -0.0360008 -0.0580578 0.000279449 0.0270768 0.0121418 -0.0324985 -0.0154714 0.0123525 0.000920593 0.0287372 -0.00202829 0.00500984 0.0131395 0.039769 -0.00149101 0.00364794 4.40771e-05
internal_weight=0.137722 0.0454156 0.00899775 0.0364178 0.0311619 0.00963574 0.0215262 0.00972928 0.00682239 0.00526609 0.0117969 0.0923067 0.0155422 0.0115782 0.00794026 0.00234627 0.00396398 0.00363793 0.00751295 0.00528159 0.0036277 0.0767645 0.00612427 0.00337768 0.00454791 0.00428397 0.00782091 0.0706403 0.0500198 0.0476111
internal_count=2900 992 150 842 664 300 364 104 84 69 260 1908 320 198 124 60 122 74 159 114 95 1588 90 57 216 101 119 1498 876 844
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=7 18 5 18 18 18 10 17 7 23 23 15 15 21 21 21 18 18 12 3 14 18 6 12 15 9 0 17 13 10
split_gain=0.000185522 0.000835118 0.000695512 0.00056491 0.000454626 0.000632162 0.000787899 0.000625457 0.000589049 0.000523226 0.000975758 0.000523134 0.000797943 0.000727566 0.000653839 0.000412825 0.00185655 0.00118525 0.000756031 0.00124315 0.00120657 0.00115582 0.00104893 0.000945532 0.0010375 0.000924816 0.000830753 0.00106369 0.000999312 0.000808619
threshold=22.726915405250001 13.228319457400001 22.553892743650003 13.278511569200001 14.339258036900002 13.386548691950003 69.64719632740001 192.49174628505003 22.638073512250003 0.25847000000000003 0.11906000000000001 38.469938489650012 37.434800281900003 5.3801611018500006 15.440607301650003 2.6263314141000005 13.565012728250002 13.685220395000002 214.84291680595001 92.359290613450014 284.7527778226501 13.740383930250003 16.445384243750002 103.44931853055 34.279674133750014 202.89977928865002 94.047642319350018 200.83528241485001 108.74544291850002 71.090898343450007
decision_type=2 2 2 2 2 2 2 2 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 5 7 -7 8 9 10 11 12 -1 -13 -15 16 -5 -18 19 21 -20 -17 -21 25 26 -23 27 -25 29 -28
right_child=1 3 -4 15 -6 6 -8 -9 -10 -11 -12 13 -14 14 -16 18 17 -19 20 22 -22 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0044106816659624159 -0.012598497717820362 0.048476123541504504 -0.078148845799387232 0.06429746086836105 0.049968422361811649 -0.088810414202205548 0.005020255461166823 0.068668554071776342 0.044982508628022812 0.068161700625919253 -0.096624210852952627 0.012902840779483633 0.093623633910216553 -0.093900748844610277 -0.0060954209764837973 0.051904813025878044 -0.09366976039424707 0.0027044727837740906 0.099306773106989182 -0.10003792182948452 0.0023984305569002239 -0.082904972091777288 -0.020518605241230493 0.074732224360156987 -0.055270280552786356 0.021094489186952219 0.085051627801356514 -0.022308699370551192 -0.10002256177877551 -0.0073973781803792025
leaf_weight=0.013948752206570922 0.0047101114762089216 0.0023691907491638622 0.0024661710397790026 0.0049923392434720907 0.0022262642408789049 0.0015906064411002055 0.0020460971294148644 0.0016165863366359714 0.0031845811725261788 0.0010499914933461687 0.0010839278614865324 0.0029729037346690737 0.0010802142054293648 0.0018986926546702421 0.0015326193959168677 0.0030851580631860989 0.0013473940052790559 0.024120287862011824 0.0013583940593093749 0.0028234511422802191 0.02371072043443441 0.0032126286562963449 0.0040216095325185108 0.0031697974068123349 0.00338288824735855 0.0011651674861146155 0.0010304870436357314 0.0017549096919537988 0.0010809178575073028 0.011554097396157856
leaf_count=441 37 21 61 38 79 63 81 18 30 10 14 44 11 34 15 17 9 615 11 25 586 46 44 43 36 29 5 30 18 389
internal_value=-9.20577e-05 -0.00224175 -0.0351253 0.000263906 0.006273 0.00323354 -0.036019 0.00826557 0.00461546 -0.000839268 -0.00405684 0.000624516 0.0108229 -0.0233084 -0.0546819 -0.000980225 0.00853635 -0.00239431 -0.00570515 -0.0149328 0.0076495 -0.00600652 -0.0533187 -0.0127868 -0.00433159 -0.0552251 0.0049378 0.0401519 -0.00775248 0.000172797
internal_weight=0.135587 0.101356 0.00717628 0.0941794 0.0342312 0.032005 0.0036367 0.0283683 0.0267517 0.0235671 0.0225171 0.0214332 0.015029 0.00640422 0.00343131 0.0918102 0.03046 0.0254677 0.0613502 0.0362811 0.0250691 0.0294361 0.00684506 0.0263509 0.0219731 0.0043778 0.0185902 0.00492471 0.0136655 0.0125846
internal_count=2900 2060 98 1962 840 761 144 617 599 569 559 545 452 93 49 1941 662 624 1279 682 597 613 69 596 521 75 485 73 412 394
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=13 13 5 20 20 21 10 8 17 22 2 16 23 7 9 2 17 21 21 8 21 13 12 6 5 3 5 18 16 17
split_gain=0.000154447 0.000622314 0.000683271 0.00049709 0.00110762 0.00102426 0.000837116 0.00080757 0.00105053 0.000796802 0.00106471 0.000709223 0.00102729 0.00100594 0.000582588 0.000396863 0.000356176 0.000330421 0.00077684 0.00066981 0.00066172 0.00103671 0.00080138 0.000722605 0.00113933 0.000763834 0.000659196 0.000727468 0.00105059 0.000978802
threshold=117.55283175385001 117.50443950750001 22.120912517600004 41.840895355800008 43.740100730350001 12.650480313250002 61.987779113750001 8.543332867800002 182.28951942140003 -0.036264999999999999 101.83220382945002 22.644947046300004 0.10045500000000003 22.509653697550004 194.04304600165003 156.90682228315003 192.15389660515004 8.9353283289500016 7.5530726581500014 7.943800736700001 10.738578069800001 109.72404167800001 108.47758681740001 16.355382140900002 23.334907547600004 92.671151756550017 20.608876568850004 14.117867417450002 15.689963310050002 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=1 17 -3 5 11 6 7 9 -9 10 -2 12 -5 -13 -12 -8 -15 18 -1 -20 21 -19 -22 25 -25 26 27 -24 29 -29
right_child=3 2 -4 4 -6 -7 15 8 -10 -11 14 13 -14 16 -16 -17 -18 20 19 -21 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00033345288818172395 0.049629414497372119 -0.0086667066060381187 -0.0764371793867165 -0.087806543740915358 0.045024873661878594 0.056537889353014341 0.0068515923915148233 0.019863139214300107 -0.080361838427326374 0.076862514872642562 -0.10001776029539111 -0.073018194662206271 0.014304975420692662 0.067813126367874094 -0.0012910521597999988 0.067029310921117857 -0.002130735519193812 -0.093821882372387366 -0.014080519157415167 0.057411600555683319 -0.065673101885940874 -0.0045963624722502342 0.065784306531741998 -0.090186363420267979 0.021680424852277825 0.069314456591914916 -0.050039511194691501 -0.063016522148153051 -0.056005375059896938 0.038244478511107814
leaf_weight=0.063195455415221563 0.0017475543201612709 0.0044084689024543868 0.0022454379923949053 0.0030867145251356476 0.0027439955015755588 0.0046978616941082399 0.0020394276789375007 0.0016328794940818625 0.0029089122161281011 0.0014292584959321175 0.0012554314322343885 0.0012526680109754551 0.0014471639792787983 0.0015116628805728338 0.0011408923458020581 0.0023687552444471294 0.0014045053598708002 0.0021845932334239307 0.0018382282894089377 0.0045647864187934317 0.0017743546958075554 0.0032239341461188786 0.0021979875288629111 0.0018616835513967081 0.001781797220340664 0.0021510450171380322 0.0018650612401032171 0.0011444476605431408 0.0023474318236935687 0.0057536870005094332
leaf_count=1508 21 36 52 60 38 38 17 22 45 21 36 30 19 25 15 24 19 129 84 59 29 43 38 16 49 22 48 76 114 167
internal_value=-0.000101303 -0.0019635 -0.0315366 0.006125 -0.0103727 0.0159499 0.00282075 -0.0130286 -0.0443286 0.0124792 -0.00972719 -0.0278398 -0.0552137 0.00193109 -0.0530139 0.0391883 0.0341263 8.87333e-05 0.00369636 0.0368871 -0.00946332 -0.040636 -0.00138772 0.0045833 -0.0354794 0.0140251 0.00508882 0.0140736 0.00178019 0.0214446
internal_weight=0.133206 0.102538 0.00665391 0.0306677 0.0114467 0.019221 0.0145231 0.0101149 0.00454179 0.00557314 0.00414388 0.00870271 0.00453388 0.00416884 0.00239632 0.00440818 0.00291617 0.0958845 0.0695985 0.00640301 0.026286 0.00540853 0.0208775 0.0191031 0.00364348 0.0154597 0.0133086 0.0114436 0.00924557 0.00689813
internal_count=2900 2470 88 430 191 239 201 160 67 93 72 153 79 74 51 41 44 2382 1651 143 731 172 559 530 65 465 443 395 357 243
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=20 20 4 9 0 6 3 3 20 20 9 17 9 15 23 20 18 13 2 23 10 0 8 5 20 5 20 6 20 0
split_gain=0.000174508 0.00047774 0.000322057 0.000242953 0.000214952 0.00065262 0.000428442 0.000514654 0.00112553 0.000466422 0.000382622 0.0008177 0.000792118 0.00042704 0.000402173 0.000433195 0.000352802 0.00079938 0.000684294 0.00118436 0.000636442 0.000553399 0.000633705 0.000492665 0.000841952 0.000883547 0.000840975 0.000833776 0.00128946 0.000825494
threshold=48.988717865950008 48.852845034800005 330.30235111835003 31.615278769700002 85.716110573100011 16.395383075500003 93.770731131900007 93.58791597905001 40.532725462000009 42.102795028150005 190.24759545780003 187.45953903175004 199.02473417820002 42.670190152050004 0.099780000000000021 44.921040431000009 13.316069313700003 113.96105169155001 157.69206214580001 0.088395000000000015 66.499011856650014 86.420486603250012 8.543332867800002 21.964328598750004 42.654057868200006 22.334016245700003 41.468518788800004 16.455384477450004 40.621691032550004 90.259604813550013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 7 16 -9 -8 11 14 -12 -14 15 -7 17 20 19 -19 -6 22 -18 27 26 -26 29 -23 -29 -25
right_child=2 -3 -4 -5 6 10 9 8 -10 -11 12 -13 13 -15 -16 -17 21 18 -20 -21 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.066047396606594241 0.035594084748133234 0.056215620245904686 -0.057802563346936946 -0.026000361833851678 -0.067301633148208459 -0.067585193637055493 0.051848168746890189 0.0046080421914120196 -0.10001819445102447 -0.0034625713748287707 -0.074253413774221566 0.052787393804233654 -0.033964042561753179 0.039502868398008872 0.033063914133330832 0.01372381471981096 -0.0078111093628681133 0.095931090660329496 -0.01157853177860889 0.014477960912417513 0.01980623787485479 0.00022080219339178309 -0.079994576738873169 0.054797444112952676 0.099974765127456608 0.011704452872442199 -0.031598001679985568 0.015926519456952677 -0.10002413960236173 -0.034121596429256475
leaf_weight=0.0019163325539252327 0.0011290638703430672 0.0015228599536705181 0.0014751848888175309 0.0014795540840548682 0.0017794863514386536 0.0017726719683819336 0.0033883997762131903 0.0028237103652237741 0.0016169951098028434 0.0027717781619145399 0.0019383206225320193 0.0028843117492387549 0.0014279681559166146 0.0017742759602804026 0.0011317941266213438 0.0010394801608200055 0.0036552883818785622 0.0028898737655254081 0.0028921568742816817 0.0046695963017100439 0.0015866492315126379 0.063888784752986566 0.0018226733342814327 0.0035547035645322467 0.0021510902924433148 0.0023981998963549245 0.004284995650550627 0.0017513534933755173 0.0021201632251859337 0.0014782305987743882
leaf_count=91 68 22 132 42 25 209 23 25 45 24 54 43 65 40 16 31 33 24 34 36 22 1574 28 42 6 38 37 16 28 27
internal_value=-0.000112052 0.000542572 -0.020459 0.00065899 -0.000133472 -0.0118666 0.00132735 -0.000171343 -0.0334895 0.026961 -0.00319174 0.0123218 -0.0237985 0.00674197 -0.0172718 -0.0375302 0.00129469 0.0161395 0.0297894 0.0456163 -0.0262428 -0.00106018 -0.0318286 0.00100467 0.0181778 0.0534423 0.000960705 -0.00250984 -0.0475717 0.0286809
internal_weight=0.131016 0.126932 0.0040838 0.00260862 0.125409 0.0138852 0.111524 0.105364 0.00444071 0.00616018 0.0119688 0.00682826 0.00514056 0.00320224 0.00394395 0.00281215 0.100923 0.0138178 0.0104516 0.00755947 0.00336614 0.0871055 0.00547796 0.0816275 0.0138672 0.00454929 0.00931793 0.0677603 0.00387152 0.00503293
internal_count=2900 2658 242 110 2636 549 2087 2040 70 47 458 299 159 105 256 240 1970 141 94 60 47 1829 61 1768 150 44 106 1618 44 69
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=15 2 14 7 20 22 22 23 21 23 22 18 22 15 22 18 15 15 20 15 16 21 17 20 13 23 20 3 0 18
split_gain=0.000152817 0.000383128 0.000695197 0.000553183 0.000288319 0.000223128 0.000607035 0.000331436 0.000550798 0.000415322 0.000414651 0.000309908 0.000270663 0.00109176 0.00110308 0.000605874 0.00048774 0.000638792 0.000613343 0.000803401 0.000439097 0.000858458 0.000958463 0.00107064 0.000667811 0.000665251 0.000976169 0.000646515 0.00063073 0.0012692
threshold=45.169600924000008 240.40082529430001 372.28674812565004 24.225158517200004 41.061442884200012 -0.50001499999999999 -0.58180999999999994 0.096085000000000018 2.2033311313000001 0.09254500000000003 -0.60414999999999985 14.371157440600003 -0.16187499999999996 37.434800281900003 -0.24103499999999997 13.340835220050002 26.557525034400005 22.863620006050002 46.177190236600005 19.215947067900004 22.624947093000003 0.8423297431500002 184.84480138465003 42.599563320500003 117.58509325145 -0.23472499999999999 40.380906245900007 94.319176590550015 87.29692395375001 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=5 4 -3 -4 -2 6 7 8 -1 -10 -9 -8 13 14 15 -7 17 18 -16 -20 25 -22 27 28 -25 26 -14 -23 29 -24
right_child=1 2 3 -5 -6 12 11 10 9 -11 -12 -13 20 -15 16 -17 -18 -19 19 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.073632413602453053 -0.012215010573851444 0.05893949542314441 0.021972680241039211 -0.082386830734181515 -0.072992969922134512 0.011594093009405641 -0.10002119373402432 -0.0085733481583410067 0.045535991101357774 -0.039660553941268446 0.070693138021566515 -0.022552186098699013 0.00074197598530615315 0.075357992884142924 0.051050250387497789 -0.080557482170726585 -0.030577654032199943 0.074946309403214728 -0.088054152967835711 0.029164845835682587 0.0782468569060151 -0.08736132832729937 0.043867459191493291 -0.06046273844955459 0.014975617506185982 -0.0013739312941337119 -0.10001822692706852 0.0047546331929160454 0.081874744271821009 -0.030829711641129506
leaf_weight=0.0012309403578956712 0.0016913492133312493 0.0015160248275876143 0.0010093516143818704 0.0010224551526150094 0.001449354230055433 0.0010945963270998791 0.0010550244845024537 0.0014660069324143876 0.0013351271089916961 0.0010013246164968237 0.0012002367190575569 0.0010114506509212862 0.0021774934775990453 0.0024608883460359729 0.0019841756986339644 0.0020491068427767288 0.0014855565023736972 0.0023355242401841281 0.0010769042170586385 0.0012792997172397236 0.0018192292104686194 0.0016560548585502479 0.0074378230980869375 0.0025028054490903165 0.0022093255998942851 0.074243169712128354 0.001721751071065869 0.0014111741576474657 0.0020252947236656391 0.0032768191372269939
leaf_count=54 30 23 29 23 82 71 36 30 53 19 23 48 75 20 72 103 60 47 60 16 22 16 64 27 22 1590 97 27 28 33
internal_value=-0.000105892 -0.014825 0.00769345 -0.0305436 -0.0402625 0.000697466 -0.0151334 0.000437313 -0.0194971 0.00902362 0.0271093 -0.0621034 0.00184759 0.0149977 0.00185857 -0.0484715 0.0212451 0.032777 0.0100861 -0.0244102 4.60049e-05 0.0124099 0.00657281 0.0156334 -0.0250928 -0.00348845 -0.0437497 -0.0449805 0.0306968 0.0210231
internal_weight=0.129236 0.00668854 0.00354783 0.00203181 0.0031407 0.122547 0.00830011 0.00623364 0.00356739 0.00233645 0.00266624 0.00206648 0.114247 0.0137661 0.0113052 0.0031437 0.00816146 0.0066759 0.00434038 0.0023562 0.100481 0.0223385 0.0205193 0.0174521 0.00471213 0.0781424 0.00389924 0.00306723 0.0127399 0.0107146
internal_count=2900 187 75 52 112 2713 263 179 126 72 53 84 2450 449 429 174 255 195 148 76 2001 239 217 174 49 1762 172 43 125 97
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=23 23 6 22 23 23 23 23 21 21 23 12 22 8 17 22 22 8 23 12 21 12 19 16 5 13 3 19 21 0
split_gain=0.00016221 0.000574358 0.00168106 0.000514329 0.000536658 0.000406505 0.000389522 0.000497155 0.000484329 0.00113069 0.000400896 0.000790907 0.000431848 0.00126094 0.000955898 0.000955128 0.000881749 0.000854278 0.0008183 0.000757562 0.000742811 0.000685283 0.000566768 0.000563309 0.0012408 0.00119471 0.00107073 0.000988895 0.000846069 0.000824408
threshold=0.10236000000000002 0.099425000000000027 14.955349429350003 0.20327000000000003 0.10332500000000001 0.098200000000000023 0.09642000000000002 0.095845000000000027 12.567475366050003 5.3110029590500014 0.094415000000000013 142.22287473150004 -0.016334999999999999 8.4434108459500017 203.93111730270002 -0.062629999999999991 -0.071129999999999985 8.3434888241000014 0.077330000000000024 160.15558337000002 0.8423297431500002 238.11745466530002 13.751109481500002 22.554947256700004 20.206488238950005 117.55283175385001 93.770731131900007 14.451165964200003 5.4279412736500001 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 5 -3 4 -2 6 7 10 9 -8 12 -12 15 14 20 16 23 19 -15 -17 22 -22 -14 -1 -25 27 28 -26 -27 -28
right_child=3 2 -4 -5 -6 -7 8 -9 -10 -11 11 -13 13 18 -16 17 -18 -19 -20 -21 21 -23 -24 24 25 26 29 -29 -30 -31
leaf_value=0.0073260918026343755 -0.068165349916094853 -0.066782179512070189 0.067787714962379869 0.042725005130450799 -0.0074514489320215141 -0.041232776768292352 0.056384236292549766 -0.062108189564333276 0.089078674428660617 -0.069165660968564649 -0.026591740110622583 0.073089130668720415 -0.10001310342324164 0.0023270183290814411 0.047757432116750487 -0.034618409135860569 -0.060190931921774285 0.061285289077901532 -0.084054158737681864 0.040701509980284732 0.020471547519909924 -0.058884132967726925 -0.0036370334617767106 0.069969329769721395 -0.075820970398235391 -0.093771108284385105 0.0015399549763587498 0.0062707267811630274 0.0037629114198789713 0.079965359338957334
leaf_weight=0.038314947264586931 0.0015658205569131249 0.0012313121887344144 0.0037721409322628574 0.0018818914438483774 0.020732434064794986 0.0023410504652977273 0.0019795291386967553 0.0012878943063387984 0.001063629359113083 0.0011249745056320926 0.0013008752787087062 0.0020508551208897555 0.0014950371507653423 0.0016009758389827758 0.0033690226507849955 0.0026493837526764957 0.0025088991874793109 0.0048597551956763851 0.0034814637162048356 0.0026924007819759954 0.0050371987989196662 0.0013880896193643188 0.0010309852937098185 0.0016137415957473413 0.0051906582284360061 0.0017041899351610823 0.0043418683062057539 0.0020457483109188601 0.0018602101194460374 0.001938959790379613
leaf_count=1195 21 48 41 35 365 33 43 23 11 24 28 29 82 23 98 46 38 50 58 60 241 74 13 14 54 21 74 26 20 12
internal_value=-0.000105205 0.00162099 0.0346711 -0.00747793 -0.0117149 -6.17321e-05 0.000942982 -0.000415089 0.0308415 0.0108889 0.000463098 0.0344009 -0.000842525 -0.0149344 0.00235429 0.00267491 -0.00217076 0.0309462 -0.056844 0.00334482 -0.0147342 0.00332791 -0.0606776 0.000382575 -0.0138477 -0.0217661 0.000907234 -0.0526135 -0.0428695 0.0257507
internal_weight=0.127456 0.103276 0.00500345 0.0241801 0.0222983 0.0982723 0.0959313 0.0917632 0.00416813 0.0031045 0.0904753 0.00335173 0.0871235 0.0174028 0.0123203 0.0697208 0.0595192 0.0102015 0.00508244 0.00534178 0.00895131 0.00642529 0.00252602 0.0570103 0.0186954 0.0170816 0.00984523 0.00723641 0.0035644 0.00628083
internal_count=2900 2479 89 421 386 2390 2357 2279 78 67 2256 57 2199 589 508 1610 1454 156 81 106 410 315 95 1416 221 207 127 80 41 86
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=12 22 19 13 23 10 14 23 17 8 9 8 0 17 17 22 9 23 9 17 2 9 18 18 21 22 20 10 22 16
split_gain=0.000154144 0.000368899 0.000449597 0.000664262 0.000512199 0.000315942 0.000313308 0.000703464 0.000447621 0.000358984 0.000743384 0.000642538 0.000320623 0.000303511 0.000343255 0.000481166 0.000769091 0.000642059 0.000679115 0.000751365 0.000610274 0.000795754 0.00042756 0.000458737 0.00156827 0.000424799 0.00088571 0.000806999 0.000697091 0.00060796
threshold=92.695913642950003 -0.14823499999999998 12.651020723000002 110.04934511175001 0.082975000000000021 71.343613407700005 168.39662374755002 0.085765000000000022 166.83257850275001 8.8430989333000021 226.28914430085004 8.7431769115000026 86.530713386650021 169.61846646075003 187.07782946595003 -0.14228499999999997 197.33595066125002 0.086520000000000027 66.290220196950017 174.35320691475002 87.122651665300012 186.98623176200002 13.075178189100003 13.197799034350002 6.0479909019000013 -0.25089499999999998 39.945535567850008 75.551050381850018 -0.22699 15.689963310050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 7 -2 -8 11 -11 13 -13 -10 15 17 20 18 19 -15 -17 -22 -16 24 -24 26 -25 -28 -27 -30
right_child=6 2 3 4 -6 -7 8 -9 9 10 -12 12 -14 14 22 16 -18 -19 -20 -21 21 -23 23 25 -26 28 27 -29 29 -31
leaf_value=0.038613698723932222 0.065493778869427269 0.024815724772966216 -0.10002589910621806 0.029761590187289556 -0.034576904678247408 -0.031711735201444893 -0.049548979266534371 -0.0025840361285754889 0.034994045128260008 -0.05092532228421344 0.037926222750373245 0.012700636272706815 0.073915959840382878 0.053397862140211 0.041916742424233766 0.0512246129096008 -0.082714356707215886 0.042981874030626616 -0.072496965221749463 -0.05065685750573401 0.0095127396868004577 -0.070266254907283096 0.038328321427871376 -0.070380809886614021 -0.090210133154311575 0.066737821684148796 0.037181333735061724 -0.067803250009333335 0.023587399667193292 -0.0014487907060049222
leaf_weight=0.0013019294842194227 0.0023871770112684479 0.0019555101370219152 0.0014727902799336334 0.0021414285703098557 0.0029308935880152376 0.0012529293511249762 0.0018151656684475817 0.0041680772396830434 0.0024579171975444005 0.0034161295017803009 0.0012999646960989431 0.0016545880719149855 0.0017718503831929411 0.0016643757294021464 0.002601693111097674 0.0011995654611762765 0.0021107923873069367 0.0027248711313738738 0.0015333882581480829 0.0011901878581382919 0.0026467313443910298 0.0023696299265695275 0.0017110199003909079 0.0023826576017126058 0.0021318479676786239 0.0017661828232604501 0.0026348389542576456 0.0010139508098516159 0.011837061310432537 0.053705156291315337
leaf_count=41 34 36 18 25 33 27 282 39 89 89 24 21 20 30 41 12 64 52 88 94 134 48 23 94 35 22 42 73 484 786
internal_value=-0.000109504 -0.0113843 -0.0180582 -0.0288096 -0.00741453 -0.068624 0.000982037 0.0222073 -0.000310585 0.000533982 -0.0264339 0.00179187 0.0443558 0.000298835 -0.000596717 -0.014245 -0.030561 0.0048556 -0.0188204 0.0100131 -0.0128509 -0.0281733 0.00204444 0.000700412 -0.032979 0.00246515 -0.022959 0.0080075 0.00474338 0.0030728
internal_weight=0.12525 0.0110555 0.00975355 0.00779804 0.00507232 0.00272572 0.114195 0.00655525 0.10764 0.105824 0.00471609 0.101108 0.00342644 0.0976819 0.095224 0.0154395 0.00832672 0.00711282 0.00438795 0.00285456 0.00621593 0.00501636 0.0797844 0.0771827 0.00384287 0.0733398 0.00603145 0.00364879 0.0673084 0.0655422
internal_count=2900 180 139 103 58 45 2720 73 2647 2365 113 2252 41 2211 2122 522 258 264 212 124 194 182 1600 1559 58 1501 209 115 1292 1270
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=20 20 21 15 0 6 6 6 9 9 17 15 23 20 2 17 14 6 0 3 20 18 17 18 18 16 23 6 6 21
split_gain=0.000166523 0.000399902 0.000259135 0.000396531 0.000214972 0.000538218 0.000306544 0.000449109 0.000293395 0.000697002 0.000682914 0.000357064 0.000346772 0.000297052 0.000276852 0.000601079 0.000576469 0.000310019 0.000270357 0.00103961 0.000487174 0.000452114 0.000503154 0.000430404 0.000545967 0.000366601 0.000838 0.000407633 0.00070781 0.000424144
threshold=48.988717865950008 48.852845034800005 19.652007205700002 20.742056627150003 85.716110573100011 16.395383075500003 18.080422446150003 16.705390318750002 190.24759545780003 199.02473417820002 187.45953903175004 42.670190152050004 0.099780000000000021 44.527357125550004 59.615984903700003 181.49225329600003 155.96809095785002 16.625388449550005 85.807518149550006 93.58791597905001 40.532725462000009 13.075178189100003 184.59783591905003 13.197799034350002 13.278511569200001 22.654947022900004 0.088105000000000017 16.565387047600002 16.515385879350003 12.953111773950001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 7 14 10 -10 12 -11 13 -7 15 -6 -16 18 -18 21 -21 22 -20 -23 -25 27 -27 28 29 -26
right_child=2 -3 -4 -5 6 8 -8 -9 9 11 -12 -13 -14 -15 16 -17 17 -19 19 20 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.063341285362890715 -0.076779250472193153 0.053438840724389439 0.019627392817197262 -0.0003588406608830928 0.022654969744828484 -0.065075978229367601 0.04699993180048901 -0.056265206170703436 -0.071475534713746319 -0.031830857215832523 0.048212155990814159 0.03760182426077964 0.029783004571046073 0.004260536428504727 0.078089628363046323 -0.056883922074943007 0.024360575046293194 0.052404597124098097 -0.0019563783686921301 -0.021863799665083592 -0.10001594039917439 -0.040228335552342766 0.079576738521544343 0.038199049734482494 -0.0041647998352867619 0.065878152144730071 -0.021586267436329881 0.046836703450611979 -0.076089379998468779 0.020087623624900512
leaf_weight=0.0017784673720179231 0.0013150685340452542 0.0014123163693797727 0.0011314985968056135 0.0014037552026708866 0.0016031248420662744 0.0015756742432240234 0.0014541891250701147 0.0013626450979984375 0.0018232993536770326 0.001327537286541558 0.0026942500269093728 0.0016753936279131354 0.0010698326218374632 0.0010164946671644692 0.0010003239513025472 0.0023324590595876771 0.0047745219833306143 0.0011952536642638725 0.0014724030649804201 0.0018489783485033931 0.0014027756141885561 0.0025004812754900732 0.0015575488237118407 0.0039424069010109966 0.06335391656791671 0.0025239690498892733 0.0019353967072675005 0.0016978690910036667 0.0012918937292170076 0.0081373514976114114
leaf_count=91 138 22 28 76 17 203 15 24 54 65 43 40 16 37 10 39 36 11 27 20 46 32 16 32 1486 29 24 8 21 194
internal_value=-0.000116708 0.000541404 -0.0205867 -0.0373226 -8.98501e-05 -0.0122429 0.00140478 0.000766832 -0.0041162 -0.0227051 0.00999814 0.00690699 -0.0181171 -0.0378863 0.0015245 -0.0244845 0.00256227 0.00178845 0.00116112 -4.72617e-05 -0.0555779 0.0019951 0.0399558 0.000648011 0.0018812 6.74344e-05 0.027918 -0.00160005 -0.00272997 -0.00140432
internal_weight=0.123611 0.119761 0.00385032 0.00271882 0.118348 0.0129609 0.105388 0.103933 0.0111825 0.00482623 0.00635625 0.00300293 0.003662 0.00259217 0.102571 0.00393558 0.0986351 0.0976348 0.0964395 0.091665 0.00325175 0.0884132 0.00302995 0.0853833 0.0828828 0.0789404 0.00445937 0.074481 0.0727832 0.0714913
internal_count=2900 2658 242 214 2636 549 2087 2072 458 159 299 105 256 240 2048 56 1992 1982 1971 1935 66 1869 43 1826 1794 1762 53 1709 1701 1680
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=21 21 21 17 20 22 22 9 20 7 23 22 20 17 20 14 21 16 23 3 7 7 15 21 4 7 6 20 0 20
split_gain=0.000158763 0.000515211 0.00098542 0.000689984 0.000802205 0.00096692 0.00135475 0.000599681 0.000509309 0.000504527 0.000415983 0.000482385 0.00108791 0.000473876 0.00062119 0.000425948 0.00044786 0.000409089 0.000551212 0.000590989 0.000531688 0.000981999 0.000619447 0.000399013 0.000779024 0.000576557 0.00136262 0.000473738 0.000450284 0.000651489
threshold=2.9845679401500003 1.8061804516000002 1.2219980417000003 209.18283600905002 42.526729949000007 -0.058529999999999992 -0.091779999999999987 195.51131808980003 40.036761086100007 24.503983251000005 -0.093074999999999991 -0.011399999999999999 38.592454371550012 193.73902333365001 37.797539186950011 175.50005449115002 0.12836581325000004 22.634947069650003 0.089335000000000012 86.729659288250005 23.195026784100005 24.142338514450003 30.621577586100006 4.3636502323000004 169.78633280640003 22.597569836950004 16.315381206250006 42.541806567400009 92.464140480550014 40.922041107600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 8 -4 -3 -9 13 15 -13 14 -1 16 -12 18 19 -17 -20 -22 -23 24 -2 -26 27 28 -27 -30
right_child=23 3 7 -5 -6 -7 -8 9 -10 -11 11 12 -14 -15 -16 17 -18 -19 20 -21 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.045700414379314651 -0.071798394732515702 0.064842532683436413 -0.10002717645697266 -0.048234360711405237 0.069981851359834146 0.057365641381224478 -0.073044339104467296 0.031538254582893326 -0.016764349753229386 -0.058642385043455161 0.009552639796280616 0.0055827850187619883 -0.090662974474510563 0.072781032272317428 0.053100946870828371 0.022767904936930494 -0.071028846445557778 0.06083770694843546 -0.035773021881922336 -0.052671528311577322 0.098620466818734376 0.045694258155380127 -0.052575472743167311 0.00018300646127016322 0.053773569552381939 0.08195265639708281 -0.078439371910515365 -0.042968564629984954 -0.027279295456997085 0.068562833352084587
leaf_weight=0.0012294325859809633 0.0023115388692794845 0.0017535790875691532 0.0014513998394299612 0.0012838559266477043 0.0033935863096344375 0.003037340872301007 0.0022179058827270226 0.0010993316121812313 0.001356247097561436 0.0014239520340165457 0.0015266173594579132 0.0034430879293287807 0.0017824256326124388 0.0017711305617122974 0.0013191411649273732 0.0018897078468242054 0.0012581385726377903 0.0017779888637505801 0.0010240363800448904 0.002305223463156203 0.001908119728689428 0.0015267841810160387 0.0011062081590296202 0.069863797955476231 0.0013395354195809709 0.0011023465592785442 0.0024883750724402631 0.0012538228340637225 0.0019576408676749424 0.0011121755743488393
leaf_count=91 32 26 27 42 42 53 32 20 25 43 35 91 48 40 31 116 19 29 24 42 12 86 18 1648 44 14 46 43 54 27
internal_value=-0.000112245 0.00497218 -0.00271087 0.0213737 0.0289738 0.0123374 -0.0133332 -0.048812 0.0292524 -0.0193529 0.00496624 -0.00123962 -0.0272467 0.0330501 0.00543915 0.00824876 -0.0268537 0.0167209 0.00868412 -0.018688 0.0293169 0.0439948 0.00440786 -0.00266511 -0.0198699 -0.00689859 -0.0171676 0.0109319 0.0271301 0.00744372
internal_weight=0.122314 0.0408852 0.0278427 0.0130425 0.0117587 0.00836507 0.00532773 0.00397468 0.00310983 0.00252328 0.023868 0.0195483 0.00522551 0.0043197 0.00254857 0.0143228 0.00278476 0.0115381 0.00976008 0.00419493 0.00556515 0.00454111 0.00263299 0.0814292 0.0115654 0.0092539 0.00791436 0.00542599 0.00417216 0.00306982
internal_count=2900 992 772 220 178 136 83 90 51 63 682 520 139 162 122 381 54 327 298 158 140 116 104 1908 260 228 184 138 95 81
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=15 7 20 6 15 20 16 16 0 7 7 7 3 3 5 5 23 23 20 8 0 3 9 16 13 19 22 5 0 18
split_gain=0.000164816 0.000544272 0.000471269 0.00056766 0.000463581 0.000348742 0.00052912 0.000358384 0.000319932 0.000465728 0.000395998 0.000794037 0.000361538 0.00111271 0.000980367 0.000593879 0.0017579 0.00130154 0.000882627 0.000761496 0.00084739 0.000765432 0.000680603 0.000665897 0.00120054 0.00109939 0.000909735 0.000588798 0.000957666 0.000736699
threshold=43.938093326450009 23.724432465350002 43.022303514600004 16.435384010100005 43.132842597400007 41.872669623500009 22.594947163200004 22.704946905950003 85.716110573100011 22.747724408400003 22.477322886550002 22.227765484150002 88.727183679150016 89.125075482450015 21.042547594650003 21.197160116700001 0.083415000000000031 0.12191500000000002 41.726652433350004 8.543332867800002 86.135510041400025 91.512426302350022 193.32717468205001 22.554947256700004 117.62810858150002 14.451165964200003 -0.082314999999999985 20.361635946650004 92.313586825200005 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=4 5 3 -3 8 6 -2 -8 9 10 11 -1 14 -14 27 16 22 18 -18 21 -21 -17 -15 -23 25 26 -25 28 -10 -30
right_child=1 2 -4 -5 -6 -7 7 -9 12 -11 -12 -13 13 15 -16 19 17 -19 -20 20 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00046756112571074305 0.03499300772792751 -0.050581582679083907 0.065703914889333234 0.037922484912812846 0.043269742496279733 -0.081876368322989099 -0.084298503380034445 -0.0038889753545890723 -0.0705054351133938 -0.075113096091125098 0.045202557228397278 -0.074631335050239486 0.071312285374510107 -0.0048250140762586382 -0.072806040153012647 0.070895046768185588 -0.019673782444373497 0.046876530459802536 -0.079661995120069828 0.029595574126443921 -0.036847434267871092 0.04702661897890989 0.087111784932744296 -0.087082889486753398 0.053730341346945404 0.030433320938109926 -0.0039859972013998723 0.058273327399131394 0.071263313317531093 -0.0024582652322060862
leaf_weight=0.00663900766576625 0.0011509175818034123 0.0015290235398701668 0.0012069108545347262 0.0013776792420188144 0.0025275448356865118 0.0012520869964655901 0.0012419549646303096 0.0010010586659063847 0.0020246086225910167 0.0011991961866886234 0.0011813514698233449 0.0018447741859759503 0.0026358092800364821 0.001297206232738545 0.0019877837144712798 0.0029576009486760304 0.0063471216557218213 0.0019158573486492978 0.0039974192765308558 0.0030483259279048269 0.005183392139556986 0.0047792260182148985 0.0021231052583061683 0.0026138587945752061 0.003295186052127975 0.0030251098921780795 0.0026564216209408204 0.0016110551277463961 0.0013972013863678958 0.045420923796462592
leaf_count=394 18 29 16 21 33 87 38 22 49 33 16 23 32 30 74 30 56 16 57 25 53 44 20 18 26 25 26 36 23 1530
internal_value=-0.000105313 -0.0133141 0.0131766 -0.00863363 0.000930452 -0.0367692 -0.0201283 -0.0484117 -4.96993e-05 -0.0163339 -0.00904095 -0.0165943 0.00174976 0.00823325 -0.00392197 0.00438808 -0.0111485 -0.0288331 -0.0428549 0.0132282 -0.0122426 0.0240764 0.0522433 0.0156175 0.00266637 -0.0176178 -0.0451989 -0.00120807 -0.00317004 -0.000258179
internal_weight=0.120469 0.00875963 0.00411361 0.0029067 0.111709 0.00464602 0.00339393 0.00224301 0.109182 0.0108643 0.00966513 0.00848378 0.0983172 0.0458756 0.0524416 0.0432398 0.0156807 0.0122604 0.0103445 0.0275591 0.00823172 0.0193274 0.00342031 0.0163698 0.0115906 0.00829539 0.00527028 0.0504538 0.0488427 0.0468181
internal_count=2900 231 66 50 2669 165 78 60 2636 466 433 417 2170 458 1712 426 179 129 113 247 78 169 50 139 95 69 44 1638 1602 1553
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=10 18 17 15 17 2 18 10 6 6 6 17 6 10 22 22 17 13 0 10 0 16 5 10 10 20 13 20 18 13
split_gain=0.000159294 0.00025225 0.000285363 0.000332087 0.000277678 0.000289813 0.000259144 0.000592229 0.00041493 0.00078068 0.000752033 0.000539196 0.000504958 0.000504947 0.000430885 0.000399228 0.000400369 0.000455138 0.000336071 0.000414609 0.000483838 0.000797197 0.000938088 0.00081224 0.00134138 0.00115756 0.000633931 0.000801655 0.000796051 0.000640008
threshold=90.988176966900014 18.257352782400002 220.68978861510001 26.410889167300002 218.56744384050003 357.36576196840008 17.248993197150003 83.715897724050009 13.665319288000001 13.775321858200002 12.26528657645 201.37020668845003 11.125259939900001 78.285212300550015 -0.16297999999999999 -0.15895000000000001 191.40027208745002 98.238948544700023 97.835679825150024 75.465019721650009 93.972365491700018 19.214955067100004 19.221712148250003 66.697957758300021 66.318885161900013 37.858673296900008 113.92610173585001 38.441102963850007 13.373311100250001 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=1 2 4 -4 5 6 8 -8 10 -10 11 13 -13 14 -1 -15 17 -17 19 20 21 22 -11 24 26 -25 -23 28 -28 -29
right_child=-2 -3 3 -5 -6 -7 7 -9 9 18 -12 12 -14 15 -16 16 -18 -19 -20 -21 -22 23 -24 25 -26 -27 27 29 -30 -31
leaf_value=0.0054601197337600643 -0.03896626438622923 0.038453647224705331 -0.068624644974054155 0.0075320415320965801 0.050181422081812338 -0.043030293894295947 0.079658754813508981 -0.020230239795264081 0.062739854351165567 0.083423050366979612 -0.055633201205796283 -0.10000856324631863 -0.00047668216107914587 0.072927504398391005 -0.05733540058464176 -0.065643371206990764 0.045259213681681933 0.025987347990373961 -0.049887535842567027 0.040754931715173401 -0.017616942188629751 -0.057500527262404427 0.0075031536597790745 0.0089360038783774139 0.06702320262055507 -0.079950840642216789 0.006389219096920893 -0.059997434800082051 0.075316922290418364 -0.00018710985813489428
leaf_weight=0.0029288377699683288 0.0010454621347304035 0.001702473798884995 0.0012976447165604635 0.0010247393121076698 0.0011090735937386844 0.0015509211707744877 0.001273529193781541 0.0011116413284790183 0.0020908108446633369 0.0025925520216105715 0.0035651171707835596 0.001020217504650923 0.0010186598442487593 0.0013982782547910244 0.001742993971502127 0.0010468861319191947 0.0018343870739513102 0.0011241751909523146 0.0012827909604169454 0.0026330924240212097 0.012626940763035416 0.001845726155806914 0.004372481101881362 0.0029408182446104538 0.0031645560720789936 0.0029196864919072141 0.0042264002117704527 0.0018594453278524261 0.0027761083401856013 0.047286759607204742
leaf_count=91 319 63 52 29 17 64 20 59 31 27 178 90 32 47 129 108 78 24 27 29 234 16 294 24 31 51 76 24 22 614
internal_value=-0.000104772 0.000241389 -0.000321056 -0.0350209 0.000389941 -0.000102089 0.000499433 0.0331041 -0.000218659 0.00232815 -0.0152625 -0.00338195 -0.0502806 0.00610841 -0.017968 0.0269238 0.0108642 -0.018197 0.000932888 0.00166338 0.000474945 0.00356269 0.0357624 0.000216322 0.00362416 -0.0353472 0.000164694 0.00206027 0.0337153 -0.00245003
internal_weight=0.118413 0.117368 0.115665 0.00232238 0.113343 0.112234 0.110683 0.00238517 0.108298 0.0926182 0.0156796 0.0121144 0.00203888 0.0100756 0.00467183 0.00540373 0.00400545 0.00217106 0.0905274 0.0892446 0.0866115 0.0739845 0.00696503 0.0670195 0.061159 0.0058605 0.0579944 0.0561487 0.00700251 0.0491462
internal_count=2900 2581 2518 81 2437 2420 2356 79 2277 1500 777 599 122 477 220 257 210 132 1469 1442 1413 1179 321 858 783 75 752 736 98 638
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=9 6 9 23 23 13 5 18 2 6 16 17 19 3 10 23 16 17 3 2 22 19 13 16 19 20 6 15 2 3
split_gain=0.000154973 0.000409573 0.000210577 0.000342964 0.000398704 0.000338236 0.000542048 0.000370017 0.000442682 0.000439857 0.000321627 0.000699972 0.000432025 0.000494841 0.000345985 0.000606158 0.000544627 0.00147628 0.000811904 0.000594395 0.00101945 0.000858062 0.000565188 0.000790224 0.00127879 0.000849054 0.000802252 0.000705995 0.000638622 0.000549149
threshold=37.256168974800005 2.7550643716500001 53.944017839150007 -0.17732499999999998 0.082620000000000013 95.870416931800023 11.976288766350002 17.327266398450003 237.82463207520001 10.715250360100002 13.894967507500002 169.33951743495001 11.950964240300001 79.47351079420001 75.403185184700007 0.088990000000000027 18.594956516900002 191.89151741935004 83.511574906150017 83.677637406800017 -0.054494999999999995 12.751028791950002 109.34496908160001 19.214955067100004 13.751109481500002 39.530201452500002 16.525386113000007 29.334060236450004 79.817946638700008 86.302194445500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -4 9 -9 -7 11 -11 -12 -14 16 -16 17 19 -18 20 -15 -21 28 25 26 -24 -25 -27 -20 -26
right_child=2 -3 5 4 -6 7 -8 8 -10 10 12 -13 13 14 15 -17 18 -19 22 21 -22 -23 23 24 29 27 -28 -29 -30 -31
leaf_value=0.019749630464914084 0.053794617627827793 -0.05419584469249894 0.0045274907638764485 -0.04228743067094351 0.036158497794327366 -0.04785004590589427 -0.08284676814341202 0.066208271476130287 -0.011933893895504567 0.020221251051753365 0.043549740693595906 -0.096546619458206723 -0.055222306126713597 -0.088697225985553685 0.058493558736539525 -0.0039325168863739513 0.062883384412225768 -0.090556130678692032 0.0074353506242442182 -0.028639864045508723 0.02340656070550309 0.059265299782681705 0.085754688959901681 -0.082985742210940461 0.058406418570322562 0.055868401205654672 0.016154734153071029 -0.045402458994705047 -0.10001012176503304 0.0012251845502095973
leaf_weight=0.0013165249219871241 0.0019139918387324206 0.0017377450208876377 0.0016017849473808207 0.0012619180048334946 0.0013315619270420076 0.0019224350991571262 0.0012753371713636885 0.0018169247617834108 0.0012062979697020637 0.0010167489127531895 0.0023565916116883292 0.0010369457274226335 0.0015837755566820979 0.0016549838646326975 0.0027973797270490755 0.0035035287309455043 0.0021550333676714209 0.0024126621221736144 0.001051542001988536 0.0019180806314411658 0.0015910427092178381 0.0026371272239020249 0.0022674556626611766 0.002912061508386187 0.0017249548442350706 0.0013224862566971751 0.0011341005281408911 0.0014357112711864684 0.0011672160240294716 0.063753928827577244
leaf_count=188 52 208 193 93 83 80 120 30 24 57 62 65 61 42 44 62 24 130 19 97 14 111 27 45 18 30 34 15 47 825
internal_value=-9.30423e-05 -0.0223221 0.000503752 0.0216854 -0.00201119 -0.000370119 -0.0342028 0.000544917 0.0350287 -0.000463756 0.000434341 -0.0387369 0.00124382 0.000216252 0.00113623 0.0237824 -0.000464557 -0.0221929 0.00234739 -0.00105048 -0.0337495 0.0222507 0.000648054 0.00212829 -0.000639766 0.0404217 -0.0551976 0.00315437 -0.0490882 0.00273155
internal_weight=0.116818 0.00305427 0.113764 0.00450747 0.00259348 0.109256 0.00287712 0.106379 0.00302322 0.103356 0.101433 0.00205369 0.0993797 0.0970231 0.0954393 0.00630091 0.0891384 0.0102139 0.0789245 0.00780123 0.00324603 0.00455521 0.0767695 0.0745507 0.069525 0.00502565 0.00404616 0.0027582 0.00221876 0.0654789
internal_count=2900 396 2504 228 176 2276 313 1963 54 1909 1829 122 1707 1645 1584 106 1478 394 1084 264 56 208 1060 994 922 72 79 45 66 843
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=15 7 20 6 15 22 10 0 9 6 6 5 2 23 3 10 20 3 9 7 8 23 5 13 2 21 9 21 7 7
split_gain=0.000155891 0.000482488 0.000409758 0.000477417 0.000403805 0.000306058 0.000314581 0.000281051 0.000424677 0.000590951 0.000615397 0.000520454 0.000493888 0.000409079 0.000273451 0.000918333 0.000987789 0.000906646 0.000625063 0.00101143 0.000914128 0.000839434 0.000735133 0.00104734 0.000634168 0.000725165 0.000665717 0.000624512 0.000602563 0.00135075
threshold=43.938093326450009 23.724432465350002 43.022303514600004 16.435384010100005 43.132842597400007 -0.062629999999999991 61.971648364950006 85.716110573100011 187.38923140910003 16.575387281250006 16.475384944750001 22.382291025900006 122.26439358135001 0.08494500000000002 88.727183679150016 68.214248143850014 39.852039223600009 89.125075482450015 204.17620834730005 24.673428656250003 8.4434108459500017 0.080375000000000016 18.895511665650005 109.34496908160001 70.507592614000018 1.0000000180025095e-35 203.09362050815002 6.8125785082500014 24.176224535650004 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=4 5 3 -3 7 6 -2 8 9 10 -1 -10 -11 -13 15 16 -9 -16 20 -20 24 -21 23 27 25 -17 28 -23 29 -26
right_child=1 2 -4 -5 -6 -7 -8 14 11 12 -12 13 -14 -15 17 18 -18 -19 19 21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0089856092464753717 -0.021057029825652971 -0.047681884485607305 0.062440478622883391 0.034576092430889792 0.041168081679671203 -0.0053578303342854856 -0.09129374446539118 0.019049062823599569 -0.10001551670006698 0.074907234814907117 -0.072320442005695457 0.030636378059907699 -0.012423027629090146 -0.046338129809300903 0.067609576165966925 0.023379642388044672 -0.082676853161166589 0.0040451518241886777 -0.084042307430810703 -0.062026937749242887 0.096672025107637602 0.018846243937895149 -0.059564745830866767 0.10000506347071381 0.0015917779945322304 -0.062003192162042892 0.072858849614323151 -0.04310145340430916 -0.0063638840994937208 0.083067000676894584
leaf_weight=0.0022602142065270697 0.0012015686623243482 0.0014752391792569597 0.0011507712794127656 0.0013523900232375041 0.0024375732100381233 0.0018998907894713923 0.0013588165309638411 0.001451149610720944 0.0010846023284931672 0.0014910187857608559 0.0015828386572387387 0.0010644686883480858 0.0011448096473002378 0.0019648017153190978 0.0023711092945930537 0.0015920260171478099 0.0027894023545620428 0.041836140554975199 0.001893723342504928 0.0022274678249698541 0.0011493246210534372 0.006186698203540935 0.0015151154876775772 0.0012695458935922952 0.0066390767332022427 0.0026511897042342802 0.0016697116141306525 0.0022082591448222277 0.013250356065672861 0.0029340634939284405
leaf_count=96 38 29 16 21 33 53 74 21 25 75 37 23 151 59 32 27 78 426 42 89 10 202 60 10 223 45 33 104 719 49
internal_value=-0.000100489 -0.0131845 0.0121337 -0.00833979 0.000934636 -0.0357673 -0.0583322 -6.30852e-06 -0.0154452 0.00050995 -0.0245019 -0.0405727 0.0369774 -0.0192897 0.00174027 -0.00337049 -0.0478655 0.00745451 0.000805154 -0.0156322 0.0092207 -0.00596943 0.00519968 0.0153529 0.00572305 -0.0299681 0.0119062 0.00255116 0.00744706 0.026563
internal_weight=0.115103 0.00843868 0.0039784 0.00282763 0.106665 0.00446028 0.00256039 0.104227 0.0105928 0.00647888 0.00384305 0.00411387 0.00263583 0.00302927 0.0936344 0.0494271 0.00424055 0.0442072 0.0451866 0.0153008 0.0298857 0.0134071 0.0111796 0.0096645 0.0287364 0.00424322 0.0244932 0.00839496 0.0228235 0.00957314
internal_count=2900 231 66 50 2669 165 112 2636 466 359 133 107 226 82 2170 1712 99 458 1613 507 1106 465 376 316 1096 72 1024 306 991 272
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=15 22 22 22 20 23 23 20 17 16 20 6 22 16 21 23 23 23 0 17 23 16 21 21 8 9 7 9 18 7
split_gain=0.000146662 0.000488116 0.000191481 0.000533868 0.000287236 0.000645094 0.000530523 0.000773948 0.00108408 0.000528044 0.000761588 0.000858007 0.000724876 0.000695415 0.0005276 0.000527361 0.000766312 0.000650638 0.000825997 0.000637357 0.000525791 0.000501925 0.000442609 0.000500826 0.000593263 0.00057766 0.00118486 0.000956977 0.0013545 0.000792502
threshold=46.574831689400007 -0.082314999999999985 -0.50001499999999999 -0.58180999999999994 42.178283198950005 0.087725000000000011 0.11467000000000002 43.740100730350001 203.08534335880003 21.534949641950003 38.592454371550012 16.545386580300001 -0.065399999999999986 21.014950857900004 8.2405299936000009 0.11614000000000002 0.097615000000000021 0.082325000000000023 86.866770652900016 191.40027208745002 0.087265000000000023 22.494947397000004 13.424038291500002 12.302388121450003 4.9461400813500012 188.53841931785004 22.995933042550003 190.24759545780003 13.954623666350001 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=2 -2 3 -1 9 20 7 8 21 13 -11 15 -13 22 -10 16 17 19 -19 -12 -6 -7 23 24 -4 -26 -27 -28 -29 -30
right_child=1 -3 4 -5 5 6 -8 -9 14 10 11 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=0.00028055598620217959 0.011642825577630479 -0.069592104990672574 -0.062441604460058045 -0.063038068040176823 -0.00045633642795852626 -0.014377088356087968 0.027577611640373003 0.020920607808251057 -0.040155400159417237 0.060778686745550703 0.0052804545589605571 -0.057275833389173109 0.014872342860169363 -0.077854453100522122 0.05908995589736829 -0.019800588853105202 0.054986372599619915 0.019728723595198117 -0.04966202155044052 0.089717684573512535 0.055758393136048738 -0.085711652994946888 -0.050712237477281444 0.06851331427442886 0.047886548854014832 -0.072541038673881272 -0.090473713435395842 0.072844279978941759 -0.044704139603184062 0.0080283941985636684
leaf_weight=0.0054175106263844586 0.0018019565357043632 0.0012547014409722826 0.0014382798477892969 0.0017655536104668043 0.023659687694117748 0.0012600889560326622 0.001654102437065764 0.0020698247184232224 0.0010024143699780552 0.003321580616557184 0.0018806043752306323 0.00307652152653759 0.0025441332634770211 0.0011795429978747043 0.0011503687669005558 0.0028927210304630071 0.0060328247041496743 0.0045167417859204306 0.002765926481401948 0.0017039170186592401 0.0017897029619433616 0.0045407706963134231 0.0016318492936308595 0.0011150133639641338 0.002653815857505514 0.0021362610657167371 0.0010144097846064284 0.0029087434838999107 0.0033288257719732419 0.019812742758699625
leaf_count=179 75 57 375 84 808 46 34 64 28 41 18 38 41 13 22 30 49 41 23 28 19 61 70 21 53 25 16 29 29 483
internal_value=-9.54458e-05 -0.0217026 0.00050353 -0.0152828 0.00160357 -0.00543212 -0.0248915 -0.0335501 -0.0477254 0.00556409 0.0157475 0.00986183 -0.0246187 -0.00229791 0.0128777 0.0196535 0.0264067 0.0105409 -0.00662559 0.045418 0.00349691 -0.070216 0.000174963 0.00258836 0.000380473 0.00321696 -0.000842659 0.00481661 0.00852725 0.000443022
internal_weight=0.113321 0.00305666 0.110264 0.00718306 0.103081 0.037127 0.0116776 0.0100235 0.00795364 0.0659545 0.028735 0.0254134 0.00562065 0.0372195 0.00215278 0.0197927 0.0169 0.0108672 0.00728267 0.00358452 0.0254494 0.00580086 0.0360399 0.0344081 0.0332931 0.0318548 0.029201 0.0270647 0.0260503 0.0231416
internal_count=2900 132 2768 263 2505 1082 255 221 157 1423 309 268 79 1114 50 189 159 110 64 46 827 107 1101 1031 1010 635 582 557 541 512
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=7 18 3 21 18 7 5 6 22 23 23 21 10 4 22 18 17 21 18 7 13 17 20 20 20 12 20 10 7 16
split_gain=0.000143814 0.000588671 0.000679295 0.0011494 0.000594028 0.000373845 0.000536951 0.000658161 0.000590012 0.000522992 0.000701697 0.00051476 0.000435571 0.000362046 0.000352136 0.000336928 0.000543023 0.000319946 0.00127418 0.00052598 0.000832784 0.00100346 0.000672691 0.000670203 0.000905744 0.000934643 0.000848073 0.000543228 0.000938407 0.000515612
threshold=22.726915405250001 13.24392582145 93.249170254600017 14.941253073700002 13.278511569200001 22.124753953150002 20.410615048800004 16.375382608200002 -0.082314999999999985 -0.17732499999999998 -0.25445999999999996 9.4882736102500029 61.960894532450006 186.12253940095005 -0.12350999999999999 11.955585097900002 172.46189488870002 2.6263314141000005 13.565012728250002 24.785467646950003 108.61908538635001 188.84204146815003 38.512991772500008 43.509905336500005 41.24714903835001 182.87454670205003 38.238138001450004 74.986474174450009 23.9444576715 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 2 -2 -4 -3 9 13 -8 14 10 -1 15 -10 -7 -9 -11 -17 18 -6 20 27 -22 -21 24 25 26 -23 -19 -29 -27
right_child=1 4 3 -5 17 6 7 8 12 11 -12 -13 -14 -15 -16 16 -18 19 -20 22 21 23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.028712277271855147 0.010197520181365209 0.0615778939295272 -0.09613337575576017 0.022649912262258737 0.061013676185552784 0.076834435681756852 -0.047554929276211695 -0.00067351353650575328 -0.046396817248634772 0.034805196762187955 0.051357697873555146 -0.076168504615519869 0.015934360470577891 0.0078703380232321828 0.057413224565465382 -0.085747547616422864 -0.0057303744596966027 -0.088598282290170347 -0.0014468492603233966 -0.065444907710353536 0.073615262625805783 0.026176668642213959 0.011284131087626482 0.041101657882098248 -0.037769113498838616 0.050570102233632203 -0.058389439959056579 0.049161060826191046 -0.071957121460214366 -0.01107776505398524
leaf_weight=0.001779612576289169 0.0023418267169608284 0.0015445611766295988 0.002565475449952892 0.0011936531660045324 0.0038622268241397207 0.0021414345402375199 0.001873289711387117 0.0014645957074179705 0.0018377101993589644 0.0013434459762230871 0.0028429171544459573 0.0014243459999727648 0.0028750786364089009 0.0011810804590779989 0.0036311991675108419 0.0010495525559536256 0.0044187794023561877 0.002207177956536909 0.021157168380415061 0.0012144092727344727 0.0014640485624113344 0.0018412746585454443 0.019324580190742145 0.0021893403076997933 0.010680894053010981 0.003990954285178816 0.0033316214138352507 0.001099388413619895 0.0015298720477050498 0.0020554543081061638
leaf_count=132 25 15 63 16 38 26 32 20 33 54 81 101 37 45 47 106 126 100 624 92 10 16 667 28 153 37 41 48 59 28
internal_value=-9.73168e-05 -0.00217115 -0.0320787 -0.0584156 0.000183451 0.00612453 0.0168476 0.00675892 0.017132 -0.00638794 0.0205318 -0.0214967 -0.00837113 0.0523192 0.0407184 -0.0100648 -0.0210883 -0.00106513 0.00819514 -0.00561433 -0.0139689 -0.00676719 0.00674737 -0.0116525 -0.0169262 0.00291641 -0.0282884 -0.0520197 -0.0213133 0.0296131
internal_weight=0.111457 0.0835939 0.00610096 0.00375913 0.077493 0.027863 0.0150044 0.0116819 0.00980858 0.0128587 0.00462253 0.00823612 0.00471279 0.00332251 0.00509579 0.00681178 0.00546833 0.0759484 0.0250194 0.050929 0.03039 0.0255536 0.020539 0.0240895 0.0219002 0.0112193 0.0051729 0.00483644 0.00262926 0.00604641
internal_count=2900 2060 104 79 1956 840 240 169 137 600 213 387 70 71 67 286 232 1941 662 1279 520 313 759 303 275 122 57 207 107 65
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=0 4 10 16 21 9 18 13 6 17 0 6 10 15 22 15 10 17 5 0 21 19 16 15 16 22 3 3 17 17
split_gain=0.000141629 0.000653921 0.000707049 0.00065205 0.000611258 0.000569957 0.000542442 0.000512491 0.000509457 0.000703783 0.0016551 0.000710242 0.000678075 0.000889811 0.000712156 0.000539034 0.00122879 0.000670017 0.000596729 0.00105686 0.000641787 0.000510157 0.00049044 0.000488223 0.000941286 0.000467624 0.00109123 0.000549157 0.000463454 0.000458744
threshold=86.530713386650021 248.34582299520005 62.041548276350007 22.614947116400003 14.866510415300002 198.36365860590004 13.788608055100001 117.50443950750001 15.785368822600002 196.58200213860002 88.232507383150008 16.355382140900002 68.214248143850014 33.551906023850009 -0.085249999999999992 31.506101402100004 70.026268923800004 201.96296776225003 18.310380701750002 96.055920542800024 9.0075195581500012 14.251149826300002 19.214955067100004 28.566186095050004 18.594956516900002 -0.086894999999999986 94.260030511650015 93.491131486350014 191.40027208745002 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 29 4 7 25 -5 -7 8 12 -10 -11 21 13 -2 -15 16 -14 22 19 23 -20 -12 -17 24 -18 26 -3 -27 -4 -1
right_child=3 2 28 5 -6 6 -8 -9 9 10 11 -13 15 14 -16 17 18 -19 20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0087583207592766468 -0.069655540931658419 -0.10001431560451075 -0.017895138552062533 0.066739940414349053 -0.075342693278347292 -0.035523737991127659 0.034192414366086984 -0.051269749747533046 0.048389935038816993 -0.066684269989190206 0.087929099125149096 -0.018922223715645205 0.05784959672280824 -0.042089919678835838 0.036554100360254915 -0.023540072424817173 -0.091901256183520852 0.018945305664902008 0.061712815107488106 0.0015047561067333712 -0.018366223154618912 0.021072056381605829 -0.10001823964896434 -0.10001613590968433 0.02737865947145976 0.051932130430049739 0.012020426936203456 -0.017873302147423154 -0.10001532865217518 0.020320414843349684
leaf_weight=0.011419488750194773 0.0033841534128009748 0.0013265736704255477 0.0011436477281590871 0.0027226146276007048 0.0012705378219997629 0.0017220138033735566 0.0031716231414691265 0.0019536636228281159 0.0048421710016555162 0.0025880603805035207 0.0019732088931050384 0.0022683452266534232 0.0039655133113036803 0.0022656816477137909 0.0023413468113631097 0.002048366545224666 0.0012305281576132634 0.0019070720963405563 0.0028378116393383826 0.025576474704743765 0.0015460659953467903 0.0027071929107478354 0.0014196680568083764 0.0014423461463572984 0.0014309069713362987 0.0025222733705732008 0.0025225469605119205 0.0020372595788606951 0.001722036635503188 0.010335500760263017
leaf_count=358 98 47 47 27 35 14 45 28 44 22 21 29 56 19 24 85 102 55 46 1165 53 30 28 43 23 27 88 85 49 107
internal_value=-0.0001017 -0.00542845 -0.0236113 0.00232324 -0.0106936 0.0300647 0.00966011 -0.000796353 0.000702821 0.0173417 0.00157742 0.0270015 -0.00395222 -0.0307216 -0.00212209 0.000976245 0.00516584 -0.0286657 -0.000967245 -0.00605393 0.0334713 0.0492583 -0.054847 -0.0531628 -0.027771 -0.000925213 -0.0265916 0.0207421 -0.0672425 0.00505659
internal_weight=0.109645 0.0342999 0.0125449 0.0753448 0.00967919 0.00761625 0.00489364 0.0677286 0.0657749 0.014379 0.00953681 0.00694875 0.0513959 0.00799118 0.00460703 0.0434048 0.0380296 0.00537511 0.0340641 0.0296803 0.00438388 0.0046804 0.00346803 0.00410378 0.00266144 0.00840865 0.00384912 0.00455953 0.00286568 0.021755
internal_count=2900 843 378 2057 282 86 59 1971 1943 146 102 80 1797 141 43 1656 1488 168 1432 1333 99 51 113 168 125 247 135 112 96 465
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=12 18 13 8 15 2 17 20 17 20 23 7 17 4 7 6 7 23 22 7 15 21 9 12 12 12 5 19 18 7
split_gain=0.000137743 0.0006041 0.000546197 0.000798618 0.000316548 0.000311693 0.000234123 0.000726703 0.000663519 0.000576862 0.000253168 0.000230501 0.000699613 0.000629567 0.000875139 0.000603141 0.000509093 0.000755869 0.000455952 0.000407576 0.000696597 0.000362691 0.000581314 0.000681785 0.000558315 0.000790942 0.000730844 0.000679573 0.00111442 0.00103036
threshold=327.98456567570003 14.371157440600003 115.02030419500001 5.445750190600001 43.758818131150008 297.58713971970008 208.12573104970002 42.526729949000007 210.17222418255002 39.995120105550008 0.090025000000000022 23.789355599150003 199.55131508320002 168.72122291465004 23.856905110850004 14.515339148550002 23.608704471050004 0.093675000000000022 -0.085734999999999992 23.399310583750005 36.040858416950009 8.9353283289500016 201.44620319810005 211.56805207830004 147.29495425805001 226.84167522285003 22.852794041600003 14.251149826300002 14.682853263650001 25.256598800350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 6 11 8 -8 -10 -11 12 16 15 -15 -13 19 -18 -14 -1 -21 24 -23 -24 -16 27 -27 28 -26 -30
right_child=1 2 -4 -5 -6 -7 7 -9 9 10 -12 13 18 14 21 -17 17 -19 -20 20 -22 22 23 -25 25 26 -28 -29 29 -31
leaf_value=-7.132305124926939e-05 -0.094887734333204271 0.020886960103324442 0.060156029332695052 -0.083592176069993362 -0.020221313510465792 0.042743497617181686 -0.067172732342174413 -0.077676522880197107 -0.032655234892944356 0.066036988561131826 0.0045264182309969706 -0.0045836799467315744 -0.0125382411811303 0.090240286357489277 0.035198338680266644 -0.10001533118123695 -0.074612812449351931 0.019325354716900785 -0.087573507723915756 -0.002230541108734272 0.079214011541577464 0.01460998520205972 -0.075752349183730333 0.0057442512545028612 0.06199480138105147 0.055412075274926878 -0.02800347077302557 -0.055903613643151495 -0.088241066950733277 0.0053152700678117896
leaf_weight=0.043034533720384821 0.0010888945843334731 0.0021098732847142122 0.0013624903364188867 0.0011199636408204816 0.0011864521419386875 0.0017425763827661886 0.0011770481216055667 0.0015609752304562852 0.0015130980309910249 0.0018323464651537336 0.0010540379853013482 0.0019580702059123134 0.0017272584896352861 0.0013461873280391562 0.0083838571008623894 0.001000745268584069 0.0021058069901855872 0.0014438966791203711 0.0015246465312621629 0.002483662672386088 0.0018195038081962878 0.0047051002286159493 0.0021505661257597009 0.001963983215217624 0.0022463174443210247 0.0041248349257986946 0.001409170778018165 0.0026876850763386537 0.0016352339734694889 0.0042025348996427162
leaf_count=1029 52 115 24 76 41 66 38 83 92 50 47 38 32 15 210 25 37 15 24 38 21 162 67 48 27 152 23 28 70 155
internal_value=-0.000115719 -0.0138189 0.00705757 -0.0153418 -0.0559538 0.00081759 8.0298e-05 -0.0173665 -0.000484611 0.0173573 0.0435748 0.00143453 -0.00274977 0.00742527 0.0111847 -0.036861 0.000123892 -0.036402 -0.0477183 0.00286285 0.0322066 0.0080087 -0.00939804 -0.0368519 0.0142268 0.0034439 0.0341713 -0.0123423 0.00214036 -0.0208911
internal_weight=0.107701 0.00686767 0.00459233 0.00322984 0.00227535 0.100834 0.0990911 0.00713751 0.00557653 0.00439948 0.00288638 0.0919536 0.0541393 0.0378143 0.0348555 0.00295882 0.0508874 0.0035497 0.00325191 0.0473377 0.00430317 0.0335093 0.00881965 0.00411455 0.0246896 0.0163058 0.00553401 0.0107718 0.00808409 0.00583777
internal_count=2900 308 215 191 93 2592 2526 310 227 189 97 2216 1196 1020 957 63 1140 52 56 1088 59 942 277 115 665 455 175 280 252 225
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=7 22 7 6 18 9 13 18 6 6 6 17 16 13 9 0 5 5 5 10 13 10 3 3 3 21 10 10 0 20
split_gain=0.000148062 0.000529898 0.000386522 0.000289437 0.000249898 0.000218895 0.000351967 0.00034302 0.000303164 0.000754136 0.00041603 0.000503542 0.000355614 0.000491778 0.000397992 0.000345988 0.00037334 0.000678285 0.00027782 0.000485957 0.000576338 0.00043823 0.000520737 0.000636128 0.000701594 0.000517453 0.000380479 0.00056168 0.000328881 0.000760645
threshold=27.952168727600004 -0.078219999999999998 27.577198718850003 5.0951190466500007 16.118666550000004 53.944017839150007 95.870416931800023 17.267778657600005 13.665319288000001 13.775321858200002 12.26528657645 199.41622983390002 15.379964034950001 98.362617618700014 192.53043113735001 97.835679825150024 16.579584939650001 16.892865140250006 17.671168838450004 71.090898343450007 107.89051323300002 70.73871032835001 85.54673771085001 85.80214123330002 86.493074972800017 0.18863712200000002 70.026268923800004 71.52105164435001 86.530713386650021 43.162556114600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -7 8 10 -10 12 -12 13 -8 -14 16 -11 -18 26 21 -21 22 25 -24 -25 -20 -19 -28 -26 -30
right_child=1 -3 -4 5 -6 6 7 -9 9 15 11 -13 14 -15 -16 -17 17 18 19 20 -22 -23 23 24 28 -27 27 -29 29 -31
leaf_value=-0.0045353398470682647 -0.063657850840944802 0.029424519615168867 0.061342585348358951 0.02397832866272807 -0.072157549609052463 -0.048533786789984157 -0.026429247356742382 0.044033543764975237 0.061933572495649604 0.037785882854030922 -0.092652473533667984 -0.0086830320180846729 0.0046967260491208342 0.053393024793153859 -0.071088206673929275 -0.051225990272360536 -0.068705680316458573 0.064762962586563527 -0.0018950683501415908 -0.0048571907819003326 -0.10000813561310223 0.053972720452857427 0.060190934044437608 -0.069604456693248148 -0.0055974341617970602 -0.10001208056400615 -0.043316444031829555 0.042184201679334267 0.0037706494854671474 0.058959077616476743
leaf_weight=0.0011719282143372476 0.0014410203726375843 0.0010625386689870238 0.0010323180768198595 0.0038612916934444011 0.0010240045511958583 0.0014896932378899155 0.0013281339389463742 0.0017723952228152475 0.0020136391675436007 0.0026420004236911146 0.0013854499654879504 0.0014739111684338724 0.0015626974213773792 0.0018426800067459226 0.0012450768175114035 0.0012981097921382903 0.0014286856799685657 0.0015605123180648653 0.0011278870149453715 0.0016025623167270622 0.001056076969909725 0.0015222849275772768 0.0017847373311727912 0.0014296128259729804 0.03314570388985244 0.0010268678484024463 0.0013807351723471584 0.0017323084733789074 0.026833382125445837 0.0027536740631148851
leaf_count=163 232 131 55 122 129 149 62 32 33 30 82 61 45 30 61 34 24 15 12 37 58 25 26 22 816 50 32 15 289 28
internal_value=-0.000122629 -0.0241526 0.000458473 -0.000154739 -0.0360688 0.000631551 -0.000303225 0.000453483 -0.000375491 0.001471 -0.0179962 -0.0493689 -0.00299168 0.0199585 -0.0289093 -7.88938e-06 0.00081266 -0.000433538 0.000833927 -0.000693871 -0.0426535 0.000908382 -0.000277769 0.00130286 -0.000335165 -0.0486536 0.0244634 0.00426191 0.00124341 0.00890705
internal_weight=0.106032 0.00250356 0.103528 0.102496 0.00219593 0.1003 0.0964388 0.0949491 0.0931767 0.0843388 0.00883795 0.00285936 0.00597859 0.00317081 0.00280777 0.0823251 0.081027 0.078385 0.0769563 0.0722828 0.00265864 0.0696242 0.0681019 0.0659471 0.0641624 0.00215475 0.00467356 0.00311304 0.0627328 0.0295871
internal_count=2900 363 2537 2482 292 2190 2068 1919 1887 1546 341 143 198 92 106 1513 1479 1449 1425 1363 95 1268 1243 1181 1155 62 62 47 1133 317
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=20 20 19 22 8 20 4 2 10 18 22 13 14 0 13 15 2 17 15 0 15 18 18 7 6 15 15 21 20 0
split_gain=0.000128546 0.000290847 0.000281067 0.000182008 0.000605828 0.000463883 0.000664462 0.00106242 0.000661905 0.00090521 0.00127424 0.000618976 0.000804119 0.000504446 0.000747488 0.000429057 0.000624944 0.00039502 0.000773578 0.000505793 0.000992113 0.000888395 0.000393966 0.000381711 0.00037828 0.00104162 0.000796388 0.000698398 0.000664035 0.000945595
threshold=32.785955158400007 34.542090938800008 13.951125619400001 -0.065399999999999986 8.9430209551500024 41.495754733000005 398.10712430820007 220.59538940565002 62.084563606450011 13.954623666350001 0.049235000000000008 98.362617618700014 254.94306957265005 86.280686780500005 113.13031812925001 43.938093326450009 240.40082529430001 198.12422587605002 28.129673635100001 96.811377277450006 30.124327028350006 13.316069313700003 15.532509816950002 23.477153707700001 15.785368822600002 28.566186095050004 28.321365561200004 3.5596964648000005 38.238138001450004 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 2 -2 15 5 11 7 8 -7 23 -11 -5 17 -14 22 24 -17 19 -19 20 -13 -22 -15 -10 25 26 -3 -27 -26 -30
right_child=1 3 -4 4 -6 6 -8 -9 9 10 -12 12 13 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 28 27 -28 -29 29 -31
leaf_value=-0.034834358885945819 0.0047753361663032262 -0.0026736525199343923 0.072032721671762959 -0.054265889070237161 -0.050573659954619501 -0.051241245882128784 0.052157717662179887 -0.074361113307668439 0.025315580075083721 -0.10001297193444954 0.033994621562842185 0.071850191343157399 0.0035053711192616814 -0.0016000017318464586 0.10000333028931258 -0.073155597927684654 0.0011555084102620331 0.034944999771033713 -0.064080026415620869 -0.031549335432988136 0.02970619568307813 -0.055010553409645113 0.066469365872606587 0.10000615930885381 0.053563894098407422 -0.012225330404859784 0.083652273102391705 -0.071201515274442406 -0.0035161043366509896 0.066799553437105766
leaf_weight=0.0010561969807823248 0.0014456477525142111 0.020048745735565296 0.00108969398024783 0.0011812511693530944 0.0018590650830057056 0.0018371508766306666 0.0015724719923762018 0.0024919995605847678 0.0015252285149247591 0.0012021198445673065 0.0017317424441178203 0.0029681640019054711 0.0021795704125651127 0.0018919942193083017 0.0026067407093108841 0.0021157142323683089 0.0024332785058920336 0.0013039653824762363 0.0019971300698671257 0.0019185453852799137 0.0035249897500762017 0.0019077992890288442 0.0015442626740167498 0.0012409203136485303 0.0026969144395461433 0.0042132504422003336 0.001128837734086118 0.003836154205109743 0.026152415544488328 0.0020633931048905643
leaf_count=168 71 861 13 117 65 98 69 78 38 54 112 44 31 44 43 96 60 20 25 29 41 23 27 10 60 82 10 134 344 33
internal_value=-0.000124177 0.000229319 0.0336827 -0.000608998 0.00503865 0.00802446 -0.00828117 -0.0177574 0.000957412 0.0177814 -0.0209136 0.0162406 0.0200535 0.0447478 0.059623 -0.00379433 -0.0334062 0.0051459 -0.0249642 0.0147778 0.0253576 -4.32668e-05 0.0289905 0.0588225 -0.00155447 -0.00971095 0.00192781 -0.040332 0.00615722 0.00162601
internal_weight=0.104765 0.103709 0.00253534 0.101174 0.0364851 0.034626 0.0116016 0.0100292 0.00753716 0.00570001 0.00293386 0.0230244 0.0218432 0.00822257 0.006043 0.0646887 0.00454899 0.0136206 0.0033011 0.0103195 0.00840095 0.00543279 0.00343626 0.00276615 0.0601397 0.029227 0.0211776 0.0080494 0.0309127 0.0282158
internal_count=2900 2732 84 2648 968 903 459 390 312 214 166 444 327 145 114 1680 156 182 45 137 108 64 71 48 1524 1087 871 216 437 377
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=8 8 10 21 2 17 8 23 14 14 5 16 15 17 5 16 22 16 15 17 20 13 20 15 16 9 20 21 17 22
split_gain=0.000140412 0.000297509 0.000418751 0.000317119 0.000303915 0.000831294 0.000497834 0.000245913 0.000245542 0.000632624 0.000833276 0.000513026 0.000485554 0.00103476 0.000586065 0.000717465 0.000547935 0.000473812 0.000549696 0.000500986 0.00053201 0.000472113 0.000411331 0.000524474 0.00103108 0.000689241 0.000624229 0.000617668 0.000885705 0.000615325
threshold=9.5425530862500008 8.8430989333000021 62.55235532115001 3.8005420560000007 59.615984903700003 181.49225329600003 8.7431769115000026 0.089850000000000027 241.54317565595002 255.20937898730003 22.598762435600005 22.674946976100003 41.863529088250004 203.77077094980004 23.398433971250004 22.604947139800004 -0.60827500000000001 13.894967507500002 20.478039369150004 206.02826764000002 35.461062230100005 117.64961624655002 41.289992964000007 24.200063469100005 18.884955838800003 195.07922778810004 38.512991772500008 2.1194692063500002 188.31851043910004 -0.071129999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 8 -8 17 10 -10 12 16 14 -14 -16 -11 -6 -19 20 -20 -18 23 -22 29 27 -27 -26 -29 -25
right_child=-2 2 3 -5 6 -7 7 -9 9 11 -12 -13 13 -15 15 -17 21 18 19 -21 22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.025338253119802614 0.0242226610940353 -0.080073175988338907 -0.041417379809076685 0.027915056871836926 -0.06229491222228415 -0.073200141811106761 0.071172154516146835 0.01352411783556968 -0.062281175244479285 -0.067599649660493449 0.023884109298808617 0.044454270415656354 -0.097228906336705861 0.043107501612244699 0.031799424159189009 -0.059829100749274659 0.0015381554475834712 0.062352101795752159 0.049767896225637237 -0.057459554940699979 -0.052890638452529316 0.061150637714488781 0.014517972763941922 0.0022923880974306441 -0.046910237931321611 -0.012047232382061825 -0.08721281454256577 -0.021516216308275847 0.059040952034441423 0.075863676456620899
leaf_weight=0.0015607939880308971 0.0023190764133522715 0.0011031074925902098 0.0013176279223556797 0.0013211937154977704 0.0010030544645079345 0.0018963224639065857 0.0014538203593019708 0.0015069979356212571 0.0038228412940292658 0.0011011187895428381 0.0015887882329583825 0.0023781647744458559 0.0016869485392110297 0.0016043315893909948 0.0013542830461492628 0.0023158677130658278 0.030186844319737623 0.0017356570034982024 0.002691787591550642 0.0012493210870729845 0.0021745866152365059 0.0013896925864016465 0.017863487841696224 0.0022285025800847791 0.0018770496326396824 0.002352193422254345 0.0020835075390550628 0.002675068392875346 0.0027865524228047889 0.002320599473279116
leaf_count=25 67 48 25 18 147 40 22 24 108 42 43 53 29 28 38 81 1255 76 79 50 51 19 323 44 18 29 24 30 31 33
internal_value=-0.000104834 -0.000665475 -0.0283332 -0.00670432 0.000403084 -0.0287127 0.00148042 0.0418304 0.000159886 -0.00480297 -0.0369841 -0.00065819 -0.00336473 -0.0273438 -0.0484425 -0.0260182 0.00174362 0.00562864 0.00724933 0.0048763 0.00687043 0.00416172 0.0036948 -0.00675708 -0.000611246 -0.0162332 -0.0473535 0.00257683 0.0195845 0.0398228
internal_weight=0.102949 0.10063 0.00374193 0.00263882 0.0968882 0.00345712 0.0934311 0.00296082 0.0904702 0.0474289 0.00541163 0.0420173 0.0396391 0.00696143 0.0053571 0.00367015 0.0326777 0.0430414 0.0420383 0.0403027 0.0390533 0.0315765 0.0363615 0.0184981 0.0163235 0.0117744 0.0044357 0.00733867 0.00546162 0.0045491
internal_count=2900 2833 91 43 2742 65 2677 46 2631 1696 151 1545 1492 176 148 119 1316 935 788 712 662 1274 583 260 209 132 53 79 61 77
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=12 17 16 10 16 2 17 20 17 20 9 9 22 12 16 15 15 17 17 22 22 21 2 7 18 18 7 2 14 5
split_gain=0.00013567 0.000505692 0.000563668 0.000455687 0.00026958 0.000261303 0.000192461 0.000624743 0.000560939 0.000461393 0.000270701 0.000341841 0.000511089 0.000320871 0.000320051 0.000324401 0.0003535 0.000315852 0.000329013 0.000306701 0.000456486 0.000428144 0.000364536 0.000272991 0.00034801 0.000642208 0.000371228 0.000536134 0.000448493 0.000291601
threshold=327.98456567570003 208.75622138895002 20.644951723100004 74.986474174450009 22.604947139800004 297.58713971970008 208.12573104970002 42.526729949000007 210.17222418255002 39.995120105550008 212.62588569420004 210.39795333110001 -0.088944999999999996 124.89425631215002 11.934972090850001 17.382777826050003 16.353133686700001 199.55131508320002 192.70224472390001 -0.59309999999999985 -0.50001499999999999 18.561626803950002 163.32842070695003 18.853220637450004 12.903279561150002 12.868666868750003 22.124753953150002 50.734033752200013 161.53444867420004 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=5 3 -3 4 -2 6 10 8 -8 -10 11 14 -13 -12 -1 16 -16 18 -15 22 -21 23 -17 -22 25 26 27 -25 -29 -26
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 13 12 -14 17 15 19 -18 -19 -20 20 21 -23 -24 24 29 -27 -28 28 -30 -31
leaf_value=-0.038826644243127373 -0.09189920428508945 -0.029162684573736882 0.072011367677468255 0.0080485080184397612 -0.027762583488214251 0.039769601783833354 -0.064944683403694553 -0.075294703578707864 -0.030042264450390072 0.04070505615331594 -0.02127842091192117 0.0080793387664155215 -0.085178466193955193 0.037393456561939813 0.0021035100168475692 0.07112336092660422 0.078410728554236642 0.057973897648128415 -0.031282276624954919 -0.056348361023721254 0.049509049612526827 -0.048212565221471854 -0.0032013688568075017 0.028385538848576686 0.0053619196726809116 -0.086082378584041719 0.036428953310263995 -0.1000236871842136 -0.011571856024718569 -0.021664215084193226
leaf_weight=0.0019772889359134785 0.00132296775933715 0.0010384796059673684 0.0011722655422516937 0.0015659988173928113 0.0012986665694603161 0.0016932357992073257 0.001063824280388986 0.0014124858452919664 0.0013997821810153377 0.0026997737726686122 0.0014465925168849056 0.0011941507686685782 0.0011570723394256346 0.0017055104137795041 0.0012974266832700134 0.0013282485991510376 0.0011409976382389386 0.0024784631250627243 0.001180427221293634 0.0014348385606552929 0.001183618997713908 0.001748620489003371 0.0013114318035593597 0.0013032165749109403 0.05548574302345783 0.0012304364145396818 0.0014886802279079347 0.0010519190632649611 0.0012597551949302677 0.0043017985714976217
leaf_count=355 83 67 22 99 37 66 38 83 92 97 47 29 39 62 61 23 33 50 47 50 113 46 25 18 901 20 25 21 74 177
internal_value=-0.000111982 -0.0142065 0.0244857 -0.0346329 -0.0601282 0.000837548 0.000130862 -0.016363 -0.000241686 0.0165486 0.00138177 -0.000249649 -0.0378142 0.0205188 0.000889352 0.00192857 0.0378095 0.0317901 0.00930321 0.000732136 -0.000521095 0.000638915 0.0341977 0.0019081 0.00105601 -0.021233 -0.00559823 -0.0229058 -0.0518215 0.00341735
internal_weight=0.101374 0.00639838 0.00221075 0.00418763 0.00262163 0.0949753 0.0932821 0.00657587 0.00516338 0.00409956 0.0867062 0.0798952 0.00235122 0.00681099 0.077544 0.0755667 0.00243842 0.0053644 0.00288594 0.0731283 0.0704886 0.0690538 0.00263968 0.0673052 0.0661215 0.00633401 0.00510357 0.00361489 0.00231167 0.0597875
internal_count=2900 308 89 219 120 2592 2526 310 227 189 2216 2010 68 206 1942 1587 94 159 109 1493 1445 1395 48 1349 1236 158 138 113 95 1078
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=7 22 10 13 2 23 18 0 9 0 16 10 2 5 7 5 3 16 16 3 8 22 16 17 13 3 16 19 2 13
split_gain=0.000123162 0.00039917 0.000225833 0.000479832 0.000451947 0.00036753 0.000348247 0.000272535 0.000594426 0.000468218 0.000374445 0.000840326 0.000677677 0.000793878 0.000561134 0.00044005 0.000303663 0.000451187 0.000443736 0.000477571 0.000766842 0.000609968 0.00045329 0.000743968 0.000719731 0.00113986 0.000803887 0.00105217 0.000470934 0.000388182
threshold=27.952168727600004 -0.078219999999999998 84.906884675850009 95.870416931800023 309.73785348360008 -0.17732499999999998 17.327266398450003 98.615332683000005 191.40721473735002 101.23657936015002 15.919962772200003 72.953999827850012 169.65174180905004 16.579584939650001 24.176224535650004 18.092020786850004 82.979260196300018 17.844958270700005 18.094957686100003 85.54673771085001 7.943800736700001 -0.096499999999999989 19.214955067100004 173.06150329755005 112.82921081865001 89.227236891450005 19.974953289850003 13.751109481500002 132.99388411665004 113.92610173585001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 -1 7 10 -9 -10 12 16 13 -5 -15 -14 -12 -18 -19 20 -20 -22 23 -21 26 -26 27 -24 -25 -27
right_child=1 -3 4 6 -6 -7 -8 8 9 -11 11 -13 15 14 -16 -17 17 18 19 22 21 -23 24 28 25 29 -28 -29 -30 -31
leaf_value=-0.00074907421653273528 -0.057708581157290842 0.024913662314046691 -0.0059399171941002474 0.032997260128299552 0.081845946362789621 -0.076116765607730924 0.043323720602818083 0.02476801014932108 -0.071881269381335267 -0.0063412763200660915 0.036956416061337122 -0.089798728835756347 0.089777112940043702 -0.0030700814990413986 -0.1000179205102221 0.020665327258725961 -0.052410872615568385 0.062469752036371388 0.038462846119558441 -0.04079974591841859 0.0038988457904833907 -0.077245844024614443 -0.076966765194309839 0.082114055908928021 0.057448849009635684 -0.050054230119060752 -0.10001353646407313 0.038047106409525883 0.0058704221432348408 0.0005450762941185698
leaf_weight=0.0011668637219299227 0.001373539556898464 0.0010182155292866452 0.0014070832645104716 0.0029505151212063652 0.0010055736674940974 0.0014523668913300333 0.0018919838335023078 0.0020322005405639656 0.0022906341030175525 0.0020796403413398945 0.0022079344083252286 0.0010468148693569814 0.001763324041235137 0.0014125973319984997 0.0010340563853787899 0.0019293097420494121 0.0016482577081677321 0.0011374634594005775 0.0012871419277473697 0.001068686261408657 0.0013973421946040787 0.0027485260465791583 0.0013748804067290612 0.0022371164126155918 0.003569146850097126 0.0015639987395843482 0.0014455596020610528 0.0018871669499276322 0.0012700478878311383 0.049574497522842487
leaf_count=61 232 131 201 42 21 155 35 68 113 94 37 118 29 80 15 76 156 16 32 74 41 100 30 31 51 16 39 18 25 763
internal_value=-0.000114652 -0.0225347 0.000433192 -0.000330404 0.0306484 -0.0425406 0.000860328 -2.2948e-05 -0.0199154 -0.0406934 0.00148331 -0.000826262 0.0206576 -0.00192731 -0.0440442 0.0536679 0.00042529 -0.000691709 0.000516406 -0.000498654 -0.0289631 -0.0498965 0.00191805 0.0322459 -0.000417635 0.00281095 -0.0379374 -0.0104287 0.054504 -0.00100243
internal_weight=0.100272 0.00239176 0.0978807 0.0954681 0.00241266 0.00261923 0.0928488 0.0909569 0.00640247 0.00437027 0.0845544 0.0754646 0.0090898 0.00539717 0.00244665 0.00369263 0.0744178 0.0722098 0.0705616 0.0694241 0.00543301 0.00414587 0.0639911 0.00457585 0.0594153 0.0547076 0.00470761 0.00326205 0.00350716 0.0511385
internal_count=2900 363 2537 2315 222 216 2099 2064 275 207 1789 1547 242 137 95 105 1429 1392 1236 1220 173 141 1047 130 917 830 87 48 56 779
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=12 17 17 16 21 14 13 22 18 17 10 3 18 23 23 10 21 7 20 9 9 23 23 6 2 17 23 16 13 20
split_gain=0.000136715 0.000414864 0.000373135 0.000349285 0.000342328 0.000219672 0.000235717 0.000463321 0.000359514 0.000405357 0.000326119 0.000611526 0.000351846 0.00062079 0.00044926 0.000395279 0.000795774 0.000566034 0.000564082 0.000494769 0.000368547 0.000342084 0.000474998 0.00072715 0.000339399 0.000313584 0.000265159 0.00028788 0.000890089 0.0010009
threshold=327.98456567570003 208.75622138895002 198.12422587605002 21.234950343450006 10.865174920000001 386.55805551320003 98.238948544700023 -0.085734999999999992 17.140917755100002 213.85098605320005 80.468240302450013 79.47351079420001 15.269763541350001 0.088990000000000027 0.082620000000000013 71.090898343450007 8.0764874338000023 24.101221167900004 39.995120105550008 199.21354841250005 203.83507631320003 0.43162500000000009 0.12064000000000002 16.355382140900002 127.74713841330002 195.53954078470002 0.11308000000000003 19.214955067100004 112.82921081865001 36.82350895510001
decision_type=2 2 2 2 2 2 2 2 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 6 7 25 9 10 11 -8 15 14 -14 21 17 19 -19 -17 -15 22 26 -24 -25 -1 27 -13 29 -29
right_child=1 3 -4 -5 -6 -7 8 -9 -10 -11 -12 12 13 20 -16 16 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.015087056108914207 0.033891929486029197 -0.017940252215028488 -0.065545553436535883 0.064199879902004639 -0.04641450480391722 0.032288730189107585 -0.057274077099319358 -0.058630555801107501 0.049020256557366984 -0.056409967806643348 0.052328663645174224 0.018534593189930147 9.7423716991368856e-05 0.02763863976985604 0.073402845022281379 -0.010658214721721323 -0.10000650680659418 -0.096000066901413078 -0.00047456522599670711 0.078791382130395118 -0.048774590214589457 0.05567881052366435 0.022195897083232195 -0.023358740987147283 -0.10001815562888745 -0.048630845515758941 0.041072506471329456 0.012892857342671578 0.0033988995753736076 -0.084590771828578368
leaf_weight=0.0032436430944950446 0.0011084445787820857 0.0010720325371001982 0.0018995316272832404 0.0010011498331152779 0.0010186029285856463 0.0021686360253305023 0.0017822528804423135 0.0019806354092704835 0.0015607016403755827 0.0012297613394416365 0.0012398807718057006 0.0091882421127538472 0.0012312091339481404 0.0011628672589836242 0.0026047757046594455 0.001512485851307587 0.0011307140128271609 0.0010690137647131337 0.0014657331063645529 0.0010460225550916746 0.0013804857320032227 0.0011768693648122044 0.0014764012439734122 0.0010080369973692882 0.0013523288845259385 0.0010137850888941582 0.0018154238173586626 0.0018038704847640466 0.045453492458554567 0.0025310965379361505
leaf_count=243 70 68 84 21 65 132 67 300 35 62 24 397 23 29 40 41 101 40 31 13 41 16 19 19 35 136 25 20 646 57
internal_value=-0.000118322 -0.0146195 -0.0333326 0.0217256 -0.00456531 0.000836607 8.259e-05 -0.0186741 0.00147184 0.000574092 0.00143466 0.000647757 0.00196433 0.0244736 0.0498745 -2.92091e-05 -0.0241169 -0.00726919 -0.0407619 0.0259124 -0.0138371 0.00224902 0.00127609 -0.032849 -0.0672794 -8.55448e-05 0.00342982 0.0022711 -0.00073026 -0.0440258
internal_weight=0.0987281 0.00609976 0.00402658 0.00207318 0.00212705 0.0926284 0.0904597 0.00623806 0.0842217 0.082661 0.0814312 0.0801913 0.0784091 0.00637934 0.00383598 0.0720297 0.00622397 0.00509326 0.00253475 0.00255851 0.00254335 0.0658058 0.0646289 0.00383677 0.00236037 0.00425743 0.0607921 0.0589767 0.0497885 0.00433497
internal_count=2900 308 219 89 135 2592 2460 679 1781 1746 1684 1660 1593 133 63 1460 226 125 71 54 70 1234 1218 73 54 379 1145 1120 723 77
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=22 16 16 19 6 13 10 13 3 21 14 17 6 17 0 3 7 7 18 5 23 17 23 10 18 20 20 16 8 2
split_gain=0.000119116 0.000163372 0.000521221 0.000331862 0.000253893 0.000324409 0.000472072 0.000285658 0.000343409 0.000262404 0.000258144 0.000491892 0.000484718 0.00027689 0.000242099 0.000273477 0.00020214 0.000812876 0.000628037 0.000595316 0.000531743 0.000459195 0.000457985 0.000343579 0.000465396 0.000463922 0.000313215 0.000613417 0.000737553 0.000623619
threshold=0.68694500000000025 9.6249774926000011 11.934972090850001 10.250827068050002 4.9151148409000003 92.692659421600013 81.524804347700012 98.542744313500023 77.360382703650018 7.1768279997000013 384.93581166080008 203.93111730270002 15.955372794750003 198.12422587605002 101.33605231100002 79.47351079420001 24.785467646950003 24.891451065550005 14.662165311550002 19.861308675400004 0.078935000000000019 196.58200213860002 0.085715000000000027 70.284360904350009 15.502113896900001 41.134354310300004 38.592454371550012 21.534949641950003 8.6432548896500023 163.99302171980005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 7 9 -9 -7 14 13 -13 -12 15 -10 18 -18 26 20 -19 -20 -22 -24 -25 -26 27 28 29 -17
right_child=-2 2 4 -5 5 6 -8 8 10 -11 11 12 -14 -15 -16 16 17 19 21 -21 22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.015345220700122087 0.030522548717588218 -0.058002191334339842 -0.047882751621732875 0.058874717368163888 0.051974671976422131 0.061039629478464003 -0.062247466673613985 -0.051837736077442034 -0.049326021169165339 -0.0050938538885541588 -0.024365593979016484 -0.027234703815995964 0.061484732410929645 -0.094075769490036043 0.050465787545897228 0.025128040698151374 0.071438871309402727 -0.054304625215470394 -0.012391767468060384 -0.057707092640114248 0.062550048219564405 -0.092802645933922179 0.05662800027859171 -0.058363086339394049 -0.018613988467467774 0.056465612581368542 -0.0017676300497140127 0.054748263489512533 -0.073416618940692333 -0.055100916081346596
leaf_weight=0.0011061572341601314 0.0012516084553694231 0.0015875596069004202 0.0011038597361314314 0.0013229689586503751 0.0012019160660077235 0.0014659686895583937 0.0012144914723046787 0.0012805935931154968 0.0010620326264643145 0.00101562450985071 0.0012737138458972499 0.001547336937257171 0.0010229252823137358 0.0010310053751392267 0.001005121461048474 0.0067971081532469668 0.0020255508713376011 0.0010659754395589971 0.0017139380409254548 0.0014316652740262734 0.0019758475809794618 0.0012126450490832497 0.0011076814031412141 0.0012189815880621069 0.0019072829448933959 0.001447684586764808 0.050740596325347234 0.0030704769444582789 0.0011078477455264144 0.0011299075126709468
leaf_count=253 44 250 218 91 40 30 83 51 44 36 70 58 18 31 24 161 25 28 33 47 25 50 18 50 52 37 934 44 16 39
internal_value=-0.00012834 -0.000527146 -0.00119046 0.025077 -0.000212001 0.000365792 -0.000324407 0.000523857 -0.00043939 0.0339736 0.000335922 -0.0220051 0.00807428 -0.0555501 0.00169698 0.00107661 0.00176329 0.0135963 -0.000428113 0.00205898 0.0118676 -0.0457104 0.0210792 0.00665733 -0.00544415 0.0137832 0.00168058 0.016134 0.00301107 0.0136923
internal_weight=0.0974461 0.0961945 0.0937653 0.00242913 0.0921778 0.0910739 0.089872 0.0886575 0.0861759 0.00248159 0.0848953 0.00487498 0.00257026 0.00230472 0.0800203 0.0790152 0.0779532 0.0121807 0.0657725 0.0101551 0.00872345 0.00292658 0.00765748 0.00568163 0.00457395 0.00335497 0.0628459 0.0121053 0.00903486 0.00792702
internal_count=2900 2856 2512 344 2262 2044 2004 1921 1855 66 1804 177 76 101 1627 1603 1559 282 1277 257 210 83 182 157 139 89 1194 260 216 200
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=21 6 21 5 0 6 3 9 18 17 3 6 23 15 19 16 22 9 0 21 23 7 23 16 15 23 16 23 7 18
split_gain=0.000121183 0.000382854 0.000207689 0.0003023 0.000325914 0.000466885 0.000451967 0.000431365 0.000500197 0.000427138 0.000376935 0.000843974 0.000594152 0.00035856 0.00032122 0.000265054 0.000653708 0.000792136 0.000561207 0.000233245 0.000222494 0.000587579 0.000755599 0.00046987 0.00100161 0.000759943 0.000645664 0.000569309 0.000450657 0.000723762
threshold=20.770927814650005 3.6650856341500009 18.561626803950002 30.133297129900004 85.716110573100011 16.445384243750002 93.770731131900007 190.24759545780003 13.386548691950003 187.45953903175004 93.58791597905001 16.475384944750001 0.09310000000000003 39.283112803100003 14.451165964200003 22.624947093000003 -0.079824999999999993 196.16158123080001 87.29692395375001 3.4240268213500005 0.11467000000000002 22.940014114900002 0.25847000000000003 22.554947256700004 38.842471172100005 0.093295000000000031 22.534947303500005 0.10211000000000002 24.176224535650004 14.732667293750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 10 9 14 -7 15 -12 -13 -8 -9 20 -17 -18 -19 -5 23 -22 -23 26 -25 -26 27 28 -6 -30
right_child=-2 2 -4 19 6 7 13 8 -10 -11 11 12 -14 -15 -16 16 17 18 -20 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.057862824679082131 0.024034097942985944 -0.061212698252282198 -0.042717095289832696 0.071916883761584172 0.013460875571609172 -0.013565958872646722 0.065717321038653242 -0.022160668939509215 0.023359623099552414 0.049858358166580422 -0.10002012483546441 -0.047137001690131873 0.056671429991632098 0.0081731723147119382 -0.10001286472181135 -0.019101056395600297 0.088140323013210481 -0.033459993325184505 0.045332986515438857 0.0071671380348848389 -0.042496315311089161 0.064173762471110576 -0.028654549388775152 -0.063598290681807917 -0.027837216927238197 0.044854934936112867 0.05981936592319656 -0.032393146106596916 -0.045963312921993515 0.0015806595397310056
leaf_weight=0.0011549633209116941 0.0020331177385308754 0.0019696831877622778 0.0011208957637309771 0.0010278607447702362 0.020709811889678784 0.0024424728103972226 0.001894371944217709 0.0010284094386653064 0.0010050039081702655 0.0018784799661655249 0.0012010982405112882 0.0011158215190789633 0.0010899086758087151 0.0025276306448756003 0.0010935182588736048 0.0031117028333937924 0.0020226119613653282 0.0016331343270792331 0.002024590877667265 0.0012127306628996193 0.0012179360601756164 0.0029334397175908578 0.0012507261404435255 0.0036990623158885683 0.0034149582045301941 0.0024844400313668302 0.0018213997921776573 0.0051037239465937653 0.0039390283211471191 0.017109473913291096
leaf_count=327 54 115 33 36 475 175 16 53 36 36 28 21 20 29 40 39 26 23 34 70 16 64 45 40 39 26 20 134 102 728
internal_value=-0.00012079 -0.00064191 6.80737e-05 0.000589563 -0.000316469 -0.0179161 0.00174748 -0.00646575 -0.034756 0.014007 -6.3524e-05 -0.032571 0.00415745 0.0328249 -0.0622812 0.00146453 0.0177402 0.037922 0.0101528 0.0368708 -0.00078245 0.0186322 0.0364256 -0.00258198 -0.0228034 0.00277595 0.00140489 -0.00086552 0.0029878 -0.00731675
internal_weight=0.096272 0.0942389 0.0930839 0.091963 0.0897224 0.00941757 0.0803049 0.00744788 0.00312693 0.00432095 0.0758829 0.00340683 0.00220573 0.004422 0.00212193 0.072476 0.00879204 0.00568034 0.00365773 0.00224059 0.063684 0.0054021 0.00418417 0.0582819 0.00959846 0.0058994 0.0486834 0.046862 0.0417583 0.0210485
internal_count=2900 2846 2519 2486 2380 455 1925 340 129 211 1880 69 41 45 93 1811 122 83 57 106 1689 125 109 1564 105 65 1459 1439 1305 830
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=12 14 23 17 19 16 16 22 8 9 8 22 17 22 22 22 5 2 12 20 15 15 23 22 20 22 5 5 0 7
split_gain=0.00011906 0.00026382 0.000473889 0.00033918 0.000261682 0.000698943 0.000451972 0.000479666 0.000260212 0.000511293 0.000354784 0.000239737 0.000226436 0.000243026 0.000736396 0.000737095 0.000612475 0.000592116 0.000677288 0.000614123 0.00052317 0.00083239 0.000931567 0.000851509 0.00101421 0.000825032 0.000725287 0.000703357 0.00135781 0.000692709
threshold=92.695913642950003 168.39662374755002 0.085765000000000022 166.83257850275001 12.651020723000002 18.634956423400002 19.254954973500002 -0.10518999999999999 8.8430989333000021 226.28914430085004 8.7431769115000026 -0.090694999999999998 169.61846646075003 -0.065399999999999986 -0.055714999999999994 -0.036264999999999999 20.766972852450003 103.98563613345001 123.05822507415002 43.673409002000007 28.777417478550003 39.283112803100003 0.077470000000000025 -0.096499999999999989 41.902916368500009 -0.079824999999999993 23.334907547600004 22.732890661650003 87.735142629050017 23.539316666200005
decision_type=2 2 2 2 2 2 2 2 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 -1 -6 -7 -8 10 11 12 -10 -5 17 -15 16 -16 18 19 -14 -19 23 -23 24 -22 -25 27 28 -24 -28
right_child=1 3 -4 8 5 6 7 -9 9 -11 -12 -13 13 14 15 -17 -18 20 -20 -21 21 22 26 25 -26 -27 29 -29 -30 -31
leaf_value=0.025973264798633006 0.064506532770558775 -0.046749915350950196 0.00033868185361259811 0.034118607955319728 -0.096510198116171675 0.050947562614588195 0.01820126501229135 -0.047649170581530037 -0.016736585413946941 0.035657356673940752 0.038435695774207558 -0.076217152405705049 0.021506964570030224 0.051062195991768526 0.0032670071774415239 0.0081572508541319869 -0.087539806113802243 0.0045085917679566654 0.086803417942288311 -0.054617441428193407 -0.035186793191419062 -0.072297457181087182 -0.033904203850771496 -0.093346513667774828 0.07413585882951855 -0.0071007102730162551 -0.07185655677353707 0.073319075582390258 0.069013169235589311 0.012935440027277265
leaf_weight=0.001508769669150159 0.0017895987970418656 0.001548317963762604 0.0032248404076113957 0.001950081261570257 0.0010160088857249505 0.0011048272591693831 0.0018897357906553225 0.0026677610292415999 0.0012950507737025108 0.001003973390693691 0.0025498430186416945 0.0014212901155334903 0.0057306567816999346 0.003365059895317212 0.0013872670206979678 0.018669515455862783 0.0015987734321258884 0.015271268463979998 0.0012690594009310274 0.001300205487098971 0.0037198468995950501 0.0016753411579735209 0.0032973923807730898 0.003798292170998252 0.0010994132928792144 0.001566646617261469 0.0018519007107935803 0.0021886283588443689 0.0020972757132575737 0.0020083423950687518
leaf_count=45 34 282 39 89 43 22 27 43 35 24 41 54 106 56 35 603 27 783 18 23 75 52 22 92 38 30 74 16 35 37
internal_value=-0.00011323 0.000975552 0.0232395 -0.000391537 -0.0116403 -0.020138 -0.00643424 -0.0203447 0.000504393 -0.0253211 0.00176205 -0.047859 0.000495726 -0.000416263 0.00754159 0.000778914 -0.0453524 -0.00466402 0.0195657 0.00742941 -0.00987745 -0.0193051 -0.00265289 -0.0407558 -0.0102471 -0.0681614 0.00754312 0.0255051 0.0061068 -0.0277424
internal_weight=0.094865 0.0866779 0.00501444 0.0816634 0.0081871 0.00667833 0.00566232 0.0045575 0.0801151 0.00372031 0.0763948 0.00271634 0.073845 0.0718949 0.0250206 0.0216556 0.00298604 0.0468743 0.00829992 0.00703086 0.0385743 0.0233031 0.0131189 0.0101842 0.00481926 0.00536494 0.0114435 0.0075833 0.00539467 0.00386024
internal_count=2900 2720 73 2647 180 135 92 70 2365 113 2252 89 2211 2122 721 665 62 1401 147 129 1254 471 236 235 113 122 184 73 57 111
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=12 18 7 22 14 16 22 6 20 20 10 23 22 22 17 18 5 9 19 3 18 21 7 7 7 18 20 8 0 2
split_gain=0.000112314 0.000353431 0.000311287 0.00028835 0.000183811 0.000229573 0.00026775 0.000208704 0.000257704 0.000325832 0.000197374 0.000196133 0.000166357 0.000401924 0.000318776 0.000492291 0.0004505 0.000339611 0.000300503 0.00070735 0.000532607 0.000340276 0.000241505 0.000532576 0.000433087 0.000550149 0.00068517 0.000361184 0.000322188 0.000589343
threshold=327.98456567570003 14.371157440600003 26.185885009700005 -0.088944999999999996 386.55805551320003 11.934972090850001 0.68694500000000025 5.0951190466500007 48.852845034800005 49.110028829250005 83.715897724050009 -0.27223499999999995 0.15675000000000003 0.11529000000000002 192.84209122775002 13.809421053700001 17.949654459650002 187.70546222865002 11.950964240300001 79.47351079420001 17.327266398450003 4.9951517063000006 22.124753953150002 21.118786167550002 22.597569836950004 13.075178189100003 42.718072821900002 5.9453602998000008 86.530713386650021 116.16618105335002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 10 7 -7 11 -10 -1 -9 13 18 17 -16 -17 -14 21 20 -20 -13 23 27 25 26 -24 -21 29 -26
right_child=1 2 -4 -5 -6 6 -8 8 9 -11 -12 12 14 -15 15 16 -18 -19 19 22 -22 -23 24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0015008841380355115 -0.049156769632491708 -0.016210494132494556 -0.036086605018967835 0.052530683812022055 0.030068385818102075 -0.044090741242153869 0.051539565432225314 -0.039974660624608291 0.070561710023118743 -0.0043366713299369565 -0.063461399537995428 0.076008791986871965 0.0019672357248924372 0.053724077964796703 0.058589532917965814 0.023695704882886182 -0.053012202169775903 -0.070603411184410811 -0.10000689288713992 -0.016578065011944101 -0.0061573874354649387 0.0068209033615906139 0.031043608431155841 -0.053767071224865903 0.020777480474116275 0.066842995339624595 -0.047383142292199615 0.055931960542940799 0.0049833308950711815 -0.024695962863105443
leaf_weight=0.0010126731873416799 0.0018844090545101439 0.0010367130570267946 0.0012941157562520508 0.0014833105550238201 0.0020891939403641221 0.0010490872700777689 0.001029614619938001 0.0012186146900003405 0.0011776467090385259 0.0011461012479792032 0.0010442731567103739 0.0010962484799201802 0.0010805858991327346 0.0014656713411369529 0.0011495392166889218 0.0014060380623135416 0.0016809323723663283 0.001599181285932727 0.0012254653415131314 0.0019188431008262943 0.0011937678242311955 0.0020218824752840092 0.0038005465517620953 0.0024143892443335702 0.0038814470123256237 0.002261560144921404 0.0015758526032495501 0.0010700459864296796 0.03618242737105426 0.010725596874114701
leaf_count=137 93 43 134 38 132 186 26 109 12 28 294 46 34 28 18 28 32 54 81 169 41 56 53 49 43 37 23 31 631 214
internal_value=-0.000122876 -0.013726 0.00377895 0.0242512 0.000762867 4.61833e-05 0.000860446 0.000226744 0.000798666 0.0336209 -0.0329571 -0.000167169 0.000456754 0.00190215 -0.0143464 0.00272821 -0.0180737 -0.0413401 0.00080721 -0.000620695 -0.053697 0.0311454 0.00139094 -0.0188359 0.00326148 0.0254627 0.00805629 0.0093811 -7.72452e-05 -0.0126126
internal_weight=0.0932158 0.00569855 0.00381414 0.00252002 0.0875172 0.085428 0.0833711 0.0823415 0.0812924 0.00232375 0.00205695 0.0789686 0.07775 0.0708337 0.00691628 0.00423651 0.00308697 0.00267977 0.0693681 0.0662499 0.00241923 0.00311813 0.0638307 0.00540328 0.0584274 0.00763796 0.0053764 0.00298889 0.0507895 0.014607
internal_count=2900 308 215 81 2592 2460 2029 2003 1817 40 431 1777 1668 1502 166 78 60 88 1474 1372 122 102 1250 249 1001 113 76 200 888 257
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=21 6 21 7 0 13 0 5 5 19 5 9 0 6 5 0 15 6 0 2 5 6 6 17 7 20 23 2 9 22
split_gain=0.000128569 0.000319345 0.000176383 0.000258965 0.00023336 0.00088214 0.00038807 0.000330673 0.000444248 0.000669769 0.000313056 0.000310328 0.000363927 0.000370616 0.000589742 0.000277855 0.000888011 0.000401586 0.000351736 0.000721609 0.000480694 0.000517775 0.000750369 0.000841378 0.00101189 0.000737187 0.000608283 0.000457397 0.000895149 0.000323246
threshold=20.770927814650005 3.6650856341500009 18.561626803950002 19.041006859700005 85.716110573100011 117.59047016770002 85.807518149550006 25.763052016400003 23.721757872050002 14.451165964200003 23.398433971250004 186.14781787895004 85.40693788805001 16.575387281250006 27.955576342550007 86.001087134900004 36.508287084250007 16.705390318750002 86.232294534150014 162.53466164215004 22.852794041600003 16.455384477450004 15.785368822600002 201.37020668845003 24.252468908850002 41.24714903835001 0.083565000000000014 167.29597799085005 195.74493321760002 -0.060760000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -6 8 10 -10 15 -7 13 -13 -15 16 -8 18 19 -17 21 22 29 27 -25 -23 -27 28 -24 -20
right_child=-2 2 -4 4 6 11 7 -9 9 -11 -12 12 -14 14 -16 17 -18 -19 20 -21 -22 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.054537301622851912 0.025115113707843639 0.03608116456151466 -0.039884332542783757 -0.069217456709171468 0.032225386955028003 0.035621546633050324 0.026128336654945652 0.054259520344319447 -0.083353178632728619 0.014060846868144856 0.047495724368668092 0.053479695926030392 -0.052464436972816088 -0.070307982024488402 0.034275286983011466 0.071983480909453446 -0.087492442007265109 -0.060089493740309578 -0.0095035639615173948 -0.016111786948374163 -0.050802928136866127 0.0098210488270811629 0.064103222837408144 -0.063998496275575009 0.040260204944533501 -0.0089849865998892376 -0.1000193167800644 0.07676362949091653 -0.01479591137800434 0.0086386116416245339
leaf_weight=0.001087208082562365 0.0019764041880776509 0.0019974433835585051 0.0010957714499149054 0.0022871890847276227 0.0038893253813654374 0.0020047347379001934 0.0013558646578530889 0.0010985098245841476 0.0015745880340531917 0.0012791910839737852 0.001393217829843251 0.0011357778236842364 0.0014793455774750885 0.0010597245553247703 0.0010976806170419628 0.0020318512342782915 0.0013961821518648776 0.0010610767899166254 0.023164148493278074 0.0017143262310472807 0.0018004991976781062 0.0028556034596931559 0.0031037860353535507 0.0019136217641744233 0.0018127672808532225 0.0012806129234377295 0.00171961560947409 0.0028042221638315823 0.0026792684475367423 0.017049463559139506
leaf_count=327 54 155 33 228 39 52 15 28 55 25 24 20 38 42 27 20 25 22 873 27 25 26 28 25 27 13 31 28 25 543
internal_value=-0.000115342 -0.000668037 -1.09796e-05 0.000485298 -0.000341049 -0.0155175 0.00144604 -0.000191853 -0.00102274 -0.0396879 0.000573268 0.00260518 -0.0112636 0.00724444 -0.0170964 -0.000391751 -0.0315143 0.000926139 0.00193885 0.0316693 8.82509e-05 0.0016577 0.00480204 0.0264013 -0.01328 -0.0265472 -0.0611624 0.0436207 0.0275495 -0.00181178
internal_weight=0.092199 0.0902226 0.0891354 0.0880396 0.0860422 0.00906445 0.0769777 0.0730884 0.0719899 0.00285378 0.0691361 0.00677726 0.00477253 0.00329318 0.00215741 0.0677429 0.00275205 0.0649909 0.0639298 0.00374618 0.0601836 0.0583831 0.0525273 0.0123137 0.00372639 0.00585583 0.00300023 0.00858728 0.00578305 0.0402136
internal_count=2900 2846 2519 2486 2331 407 1924 1885 1857 80 1777 179 127 89 69 1753 40 1713 1691 47 1644 1619 1549 133 52 70 44 81 53 1416
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=3 7 9 9 7 4 7 8 8 0 2 23 8 7 18 21 5 18 17 7 5 20 20 5 7 9 19 20 5 0
split_gain=0.000117872 0.000356689 0.000279262 0.000249029 0.000229268 0.000308172 0.0004486 0.00029816 0.000281626 0.000517529 0.000284145 0.000531731 0.000325047 0.000296275 0.000591901 0.000515563 0.000457524 0.000458405 0.000792672 0.000602958 0.000440596 0.000245097 0.000234429 0.00053602 0.000227675 0.000688161 0.000613656 0.000672009 0.000497818 0.0007907
threshold=103.44111502715002 20.234873028950002 66.290220196950017 60.983947735000008 21.725272673150005 301.91036987065007 21.118786167550002 9.5425530862500008 8.8430989333000021 86.950112854950021 59.615984903700003 0.083185000000000023 8.7431769115000026 22.726915405250001 13.197799034350002 1.9498618639500001 20.485565917300004 12.949570119650001 190.74753769255003 22.535351262400003 22.000536998450006 41.792045663550006 35.818873074050011 19.221712148250003 23.124786352450005 196.16158123080001 14.451165964200003 42.541806567400009 21.850554661550003 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 -2 -1 5 6 -3 8 10 -10 11 -6 13 15 20 -12 21 -18 19 -19 -15 -17 23 -16 25 26 27 -24 29 -26
right_child=2 4 -4 -5 7 -7 -8 -9 9 -11 12 -13 -14 14 22 16 17 18 -20 -21 -22 -23 24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0051760811248739991 0.014474524041744902 -0.0057725861944263627 -0.051695933795587484 0.071236107093239312 0.010345050289384053 0.018786206211906686 -0.088672380888898616 0.05310870716010048 -0.080737494693225706 0.0056736779372862185 -0.03534201284298908 -0.078225767828481452 0.037025029906148289 -0.010889667677579016 -0.012509710461076032 0.09756469810046936 -0.023202225108888974 0.014646055155050592 -0.040503152448519368 0.089235997125250058 -0.09360056443704079 0.030303165558027353 -0.062337095126122039 0.069219440592776502 -0.080811973693812045 -0.078451084180861191 0.047025151056666784 0.037183756201160593 0.018980928836934197 -0.001928597943312867
leaf_weight=0.0010988370003447009 0.0011817154956670342 0.0014362143924915851 0.0013856842124207597 0.0011871903017497409 0.0014618696991419841 0.0011401471571721444 0.0011966232818461098 0.0010660310550747445 0.0012061540438227927 0.0016294174234959824 0.0017234229971765944 0.0012637808775255444 0.0025801729200338732 0.0014110306835206634 0.0016856148174452098 0.0011043868646538621 0.0024576646858524842 0.0023629248993533025 0.0012849124891900487 0.0020019074075534604 0.0011848500613225177 0.0010634140839660411 0.0019629389763338228 0.0015316234508653825 0.0013172398897722806 0.0014978625240620325 0.0017171147695540512 0.0010369033664243688 0.011631218199818605 0.035960232101329627
leaf_count=48 35 86 213 43 21 59 57 23 55 29 42 35 46 20 183 16 37 40 26 29 44 51 29 21 18 21 26 28 189 1330
internal_value=-0.000117505 0.000497311 -0.0212392 0.0394827 -0.000540004 -0.0246434 -0.0434505 0.000567113 -0.000123726 -0.0310826 0.00099827 -0.0307219 0.00214318 0.000909188 -0.00191898 0.0152724 0.0237618 0.0128504 0.0285335 0.0488563 -0.0486418 0.0645696 0.000159957 0.0263989 -0.00137146 -0.0194003 -0.000648802 -0.0279375 0.000919463 -0.00471603
internal_weight=0.0907691 0.0882017 0.0025674 0.00228603 0.0859157 0.00377298 0.00263284 0.0821427 0.0810767 0.00283557 0.0782411 0.00272565 0.0755154 0.0729353 0.0609366 0.0119986 0.0102752 0.00810741 0.00564974 0.00436483 0.00259588 0.0021678 0.0583407 0.00321724 0.0551235 0.00621482 0.00471696 0.00299984 0.0489087 0.0372775
internal_count=2900 2652 248 91 2561 202 143 2359 2336 84 2252 56 2196 2150 1909 241 199 132 95 69 64 67 1845 204 1641 104 83 57 1537 1348
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=20 20 5 9 9 15 13 10 22 7 22 0 22 6 21 16 12 21 5 5 20 19 16 22 22 20 20 5 22 22
split_gain=0.000112874 0.000435555 0.000611359 0.000401301 0.000394859 0.000351002 0.000425668 0.000669101 0.000618042 0.00109144 0.00123686 0.000743678 0.000754177 0.000561313 0.000523573 0.000522482 0.000467652 0.000329447 0.000414835 0.000432311 0.000350292 0.000689555 0.000609049 0.000428244 0.000562355 0.000616854 0.00087327 0.000598858 0.000587136 0.000542855
threshold=42.178283198950005 42.428475018400007 19.500380888400006 210.97856947250003 214.76807342595004 46.574831689400007 115.02030419500001 62.837331883000012 -0.074434999999999987 22.940014114900002 -0.14380499999999999 86.103248543850015 -0.048664999999999993 16.545386580300001 5.2714636949000004 21.014950857900004 182.87454670205003 13.296557277800002 12.294714844000003 13.697488545350001 41.134354310300004 13.051052998800001 15.054964794950001 -0.060760000000000002 -0.090694999999999998 38.238138001450004 35.461062230100005 18.613387752550004 -0.12835499999999997 -0.046474999999999995
decision_type=2 2 2 2 2 2 2 2 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 6 15 8 9 13 -11 -10 -13 -8 -15 17 -14 18 -1 -20 22 -22 -21 24 25 26 -24 -26 -27 -25
right_child=1 3 -4 4 -6 -7 7 -9 11 10 -12 12 16 14 -16 -17 -18 -19 19 20 21 -23 23 29 27 28 -28 -29 -30 -31
leaf_value=-0.057596192319721663 0.01804328261311099 0.0022307107262757838 -0.080950904530084619 -0.086153544724367426 -0.0074993126689118332 -0.049593572499886593 0.054322514703823745 0.065544935857889036 -0.0042786604763055992 0.020631442722322101 -0.078251704980889999 0.10000465101023509 -0.021016030531501376 0.038422112116739862 -0.054819316190301441 -0.066451163662432353 0.051266594276426075 -0.04855194514821734 0.043561909193982076 -0.055442810480100149 0.075133373573595716 -0.012057134893066264 0.027378888783406486 0.067412786166640426 -0.098497577091840732 -0.0092670383607096254 -0.069210565061076632 -0.010406571798762998 0.075468436683848492 0.0047640512206693561
leaf_weight=0.0011544466907111505 0.0010017544797566993 0.027536673946815339 0.0016536784553633499 0.0010494049334513053 0.0016290960743683414 0.0012603142780980283 0.0028160612291969738 0.0022804205241797595 0.0045568806835145654 0.0020541204389417089 0.0032925440387217009 0.0019685794268298196 0.0014459717522186111 0.0011282080923136206 0.0012917479104999074 0.0012727236743046424 0.0023492882020210715 0.0013956929034177048 0.00246642160867827 0.0021575982661756329 0.0016953783997650232 0.001950691839288865 0.0017001803753693406 0.0016600437928460119 0.0013796550283959857 0.0016201385419378767 0.0020825909641075668 0.0017513599950795822 0.0016510615279514695 0.0082911253662851826
leaf_count=369 39 1026 49 40 78 59 30 40 91 22 47 20 15 64 19 17 37 74 79 151 58 55 43 20 46 43 55 43 28 143
internal_value=-0.00011416 -0.00477608 -0.0436056 -0.00136358 -0.0383151 0.00258976 0.00377662 0.0141105 0.0084993 -0.00848148 -0.0402621 0.0259111 0.0497791 0.0239707 -0.0113492 -0.00365697 0.0237273 -0.00107528 0.00116631 0.00355445 -0.000249557 0.0284854 -0.00494906 0.000461364 -0.0139536 0.0017013 -0.0257981 -0.0492231 0.0335012 0.015215
internal_weight=0.0895439 0.0328706 0.00265543 0.0302152 0.0026785 0.0566732 0.0554129 0.0231838 0.0209034 0.0105827 0.00534666 0.0103207 0.00576384 0.00523602 0.00241996 0.0322291 0.00379526 0.0309564 0.0295607 0.0284062 0.0259398 0.00364607 0.0222938 0.0201362 0.010185 0.00705397 0.00378277 0.00313102 0.0032712 0.00995117
internal_count=2900 1232 88 1144 118 1668 1609 385 345 182 69 163 72 113 83 1224 52 1207 1133 764 685 113 572 421 258 169 98 89 71 163
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=16 16 7 7 17 0 6 22 6 18 0 18 0 17 23 3 15 16 6 21 21 23 22 5 20 22 20 22 21 22
split_gain=0.000108179 0.000451869 0.000312799 0.000180369 0.000498195 0.000373383 0.000301426 0.000669139 0.000257785 0.000194344 0.000344871 0.00046566 0.000743579 0.000344992 0.000282634 0.000264932 0.000244808 0.000221083 0.000515341 0.000285649 0.000553908 0.000524768 0.000930764 0.00065951 0.000797843 0.000658801 0.000539225 0.000641678 0.000523645 0.000744738
threshold=9.6249774926000011 11.934972090850001 27.577198718850003 26.752366550650006 234.67375690460003 105.70748523110002 10.715250360100002 -0.15895000000000001 11.585270688000001 16.671733559250004 97.835679825150024 15.312071772700003 96.249489528150022 199.55131508320002 0.099010000000000029 82.234557294150008 24.287520732450002 14.614965823850001 14.185331438000002 2.6263314141000005 2.1194692063500002 0.083565000000000014 -0.095019999999999993 21.788492303450003 41.348489042950007 -0.030145000000000002 41.169697216150006 -0.048664999999999993 4.3636502323000004 -0.11600999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 -3 -8 10 11 15 -13 14 -12 -10 -14 -17 -19 20 21 26 -23 25 -25 -24 27 -20 29 -21
right_child=1 3 -4 4 -6 -7 8 -9 9 -11 13 12 16 -15 -16 17 -18 18 19 28 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.013717608848223834 -0.05533571239981027 0.012669838890746306 0.057543857334196848 -0.053948225207643322 0.023669909914148333 0.050339178405834122 0.043662931958104396 -0.074737705177177635 -0.050461428577487623 0.041742403850706766 -0.042010872690411059 -0.030612404470914296 0.025296661777872403 -0.070682555734918662 0.025350243003199598 0.042053955785938006 0.086968621054609466 -0.05102440175547758 -0.034831209180154511 0.01922721966873563 0.053846957385509667 0.03390698827849916 -0.095064082992981247 0.037187915280267013 -0.065119321608740996 -0.012994254595523497 0.075186571152953255 0.044816230887983532 0.0016505017015639237 -0.051340633274505644
leaf_weight=0.0012816023804079592 0.0014877484770899471 0.0018664924432153507 0.0011859625296404292 0.0020232725228390832 0.0013985410317172153 0.0015182184611708385 0.0014298128561129877 0.0016501303756455412 0.0010342123484861068 0.0011412019964769362 0.001209564038612553 0.0011975652291069663 0.0010303898568508885 0.0013112098859693333 0.0012841941811516655 0.0012587436817163003 0.001714875419480677 0.0019390614719370083 0.0018416856249743319 0.0022063350271821491 0.0026496952933063858 0.0035303886352675545 0.0020841782349032556 0.0023077126787853786 0.0011382349684003756 0.0018430595750622576 0.0017551327521232452 0.0022439989129452434 0.034726787827039904 0.0046419449922449054
leaf_count=133 255 57 221 158 53 50 41 190 20 30 65 41 20 59 47 61 26 71 88 46 47 67 33 56 24 26 30 36 726 123
internal_value=-0.00011011 -0.000706101 0.0205321 0.000261729 -0.0222247 0.00121691 0.000273315 -0.028345 0.00160594 0.000794314 0.000153728 0.00176666 0.0351386 -0.0291566 -0.00732236 -0.000251395 0.0638211 0.000557866 -0.000272437 0.00134168 0.0113634 0.00464066 -0.00831625 -0.0285334 0.00339469 -0.0565486 0.0288285 0.00891391 -0.0033333 -0.0286055
internal_weight=0.087932 0.0854644 0.00246756 0.0839766 0.00342181 0.0805548 0.0790366 0.00351662 0.07552 0.0740902 0.072949 0.069144 0.00394283 0.00380497 0.00249376 0.0652012 0.00274527 0.064167 0.0629082 0.0609692 0.0193941 0.0167444 0.0109036 0.00737319 0.00344595 0.00392724 0.00584082 0.00408568 0.0415751 0.00684828
internal_count=2900 2546 354 2291 211 2080 2030 247 1783 1742 1712 1541 87 171 112 1454 46 1434 1373 1302 407 360 206 139 80 59 154 124 895 169
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=3 7 20 9 21 20 20 7 5 8 2 17 8 4 14 22 16 6 13 10 3 20 7 7 4 18 15 22 9 18
split_gain=0.000114309 0.000288899 0.000235622 0.000230588 0.000209157 0.00034759 0.000535818 0.00027581 0.000218922 0.000212316 0.000267831 0.000401163 0.000295293 0.000253487 0.000573814 0.00059425 0.000559635 0.000606636 0.000436083 0.000908842 0.000543638 0.000511868 0.00032201 0.000746961 0.000513254 0.000438509 0.000871903 0.000432998 0.000414274 0.000351082
threshold=103.44111502715002 20.234873028950002 44.710446918150005 66.290220196950017 20.076345264900002 49.110028829250005 47.480720532750006 21.330714749000006 26.225713454500006 8.8430989333000021 59.615984903700003 181.49225329600003 8.7431769115000026 240.32447338110003 255.20937898730003 -0.081169999999999992 22.674946976100003 16.515385879350003 117.54207792135001 62.106071271500007 93.431985407450014 41.532441862050007 22.747724408400003 23.496712412700003 368.42487879595006 14.424014050250003 35.34809845485001 -0.16187499999999996 202.37225149245003 17.267778657600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 7 -3 9 10 11 -9 13 -12 15 -15 17 18 19 -16 21 -20 -21 -24 25 28 29 -26 -25 -27
right_child=3 4 -4 -5 -6 -7 -8 8 -10 -11 12 -13 -14 14 16 -17 -18 -19 20 22 -22 -23 23 24 27 26 -28 -29 -30 -31
leaf_value=0.068121225031377228 0.011611949537084854 -0.039647267941936799 0.0027440480574948342 -0.048976969610999746 0.032533520833911547 -0.051026831205905621 0.053233841648263669 0.013515461407578045 0.044043745641048328 -0.02631933666610254 0.0058876606100654993 -0.068251232475740276 0.034972802629214005 -0.08822694156507721 -0.10002008439092946 -0.0073772446924713457 0.051055931520585046 -0.068081747795245603 0.072379852744615475 0.050429702187167504 -0.034905651486822724 -0.0021031155385242491 -0.069345323892319108 0.076738538261455505 0.02438419919056993 -0.002946200815251189 -0.082201285862412071 -0.051012627114057268 0.0082046702884384214 0.043729723081669211
leaf_weight=0.0011300418897877409 0.0011648328454167958 0.0018606471219031742 0.0010763401145703622 0.0013632689352026522 0.0018794304683051868 0.0013768201327873921 0.001823328528808065 0.0010612352918304415 0.0010791560806608915 0.003248988536649843 0.03306940859998115 0.0013806385411072597 0.0024646862721340304 0.0016532817518396803 0.0010272381078602058 0.0020196704570048787 0.0018727231533679492 0.0014637332999768984 0.0023159967145147667 0.0010470325952249828 0.0011788710213664899 0.0015336521840367823 0.0017197667413206405 0.0016200274580067129 0.001026782338372373 0.0058945922136831447 0.0011795148819686583 0.0029502933238123464 0.0019361471629508742 0.0022177653567803449
leaf_count=50 35 120 41 213 51 188 74 16 61 90 669 39 45 64 25 55 45 43 27 42 44 22 41 21 73 267 55 196 21 167
internal_value=-0.00010904 0.000520713 0.0362283 -0.0210604 -0.00044123 -0.00121569 -0.000343658 -0.00161529 -0.000671284 -0.00132441 -0.000174693 -0.0327155 0.000990569 -0.000283735 -0.00653305 -0.0437696 -0.00181433 -0.00546635 -0.00189284 -0.00833223 0.0245115 0.0427068 -0.00352488 -0.00657112 -0.000154708 0.0095627 -0.00186637 -0.031547 0.0394255 0.00981412
internal_weight=0.0866359 0.0841078 0.00220638 0.0025281 0.0819014 0.080022 0.0786452 0.0768218 0.0749612 0.073882 0.0706331 0.00244187 0.0681912 0.0657265 0.0326571 0.00367295 0.0289841 0.0271114 0.0256477 0.0206192 0.00502852 0.00384965 0.0195919 0.0185449 0.0168251 0.012848 0.00929187 0.00397708 0.00355617 0.00811236
internal_count=2900 2652 91 248 2561 2510 2322 2248 2128 2067 1977 55 1922 1877 1208 119 1089 1044 1001 908 93 49 883 841 800 531 489 269 42 434
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=3 5 13 21 20 20 7 17 12 2 3 13 10 0 8 10 18 18 3 20 22 6 7 7 22 22 21 22 22 23
split_gain=9.99187e-05 0.000179725 0.000245304 0.000235702 0.000233695 0.000347209 0.00022823 0.000225616 0.000219213 0.000380097 0.000214408 0.000365128 0.000298029 0.000332228 0.000301071 0.00023694 0.000247092 0.000242106 0.000491642 0.000279339 0.00077582 0.000737547 0.000509841 0.000556056 0.000452002 0.000364945 0.000708354 0.000602037 0.00100873 0.000695596
threshold=108.3367972827 30.133297129900004 118.63896883855001 18.904039828500004 49.275256100300005 48.852845034800005 27.952168727600004 168.75790693355003 72.692757749350008 59.615984903700003 70.077349628250019 95.870416931800023 80.371455809750003 98.851916998450022 7.7439566930000003 76.42211081615001 15.793187706400001 15.312071772700003 83.511574906150017 38.592454371550012 -0.12350999999999999 15.785368822600002 23.368583030350006 24.176224535650004 -0.016334999999999999 -0.11808 8.5501791199000028 -0.088099999999999998 -0.085734999999999992 0.083415000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 -10 -11 -12 13 15 -15 16 17 19 -19 20 -13 22 -22 -24 -25 26 -21 -27 -29 -30
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 10 11 12 -14 14 -16 -17 -18 18 -20 25 21 -23 23 24 -26 27 -28 28 29 -31
leaf_value=-0.038289035786782992 -0.027369430221934294 0.035118055115112283 -0.048274123346378567 0.030689250695325028 -0.045496609279884734 0.057265619764448619 -0.039545513944663241 0.043463032923631739 -0.04618879671736776 0.045313566780732922 -0.045995036602015704 -0.065402908242865904 0.03623697401180604 0.010219162553299533 -0.051840733254013963 0.041481035968671427 -0.048034800604848917 0.056971392096835188 -0.024498644552380953 0.029300158850346942 -0.030949425327524756 0.070536821717050224 0.056819275857672283 -0.058316753143471081 0.035239638671016253 -0.032477684300008407 -0.030046813350337254 0.062565880415895031 0.022947037511519667 -0.015747681478603316
leaf_weight=0.0015069525450452084 0.0013239871307005871 0.0014582645636660443 0.0010521197881960811 0.0024783134478951743 0.0011440946516923503 0.0010456374001668314 0.001486993005710229 0.0011848877673514826 0.0017316080105800316 0.0010864232360958256 0.0016460300101789052 0.0010774199476376598 0.0024059805064933206 0.0012082821727705797 0.0022142456338940519 0.0014888935458303712 0.0010063927806349673 0.0021157779159182146 0.0011397278562323976 0.0075980964399331163 0.0023157347133917483 0.0025189927547932811 0.0026360006318100204 0.0010536917229302398 0.0010127536511390636 0.0077176927283514598 0.0027351843801710629 0.0022965161269139214 0.0060834619878394605 0.019657387587869835
leaf_count=202 147 46 53 75 179 30 298 17 47 93 184 65 72 40 125 58 40 45 38 133 25 51 29 38 16 181 58 34 121 360
internal_value=-0.0001117 0.000317401 -0.000296652 0.000322003 -0.000629266 2.90891e-05 -0.000748923 1.58134e-05 0.000796588 0.000101639 0.00123038 0.000545488 0.00166741 0.000404832 -0.0299312 0.00206728 0.00110471 0.00192951 0.0284494 0.000406915 0.0150323 0.0241191 0.00745865 0.0263728 -0.0124653 -0.00296145 0.0135912 -0.0077452 -0.000937224 -0.00660277
internal_weight=0.0854275 0.0841036 0.0826453 0.0815932 0.0791149 0.0779708 0.0769251 0.0754381 0.0739312 0.0727463 0.0710147 0.0699283 0.0682822 0.0658763 0.00342253 0.0624537 0.0609648 0.0599584 0.00325551 0.0567029 0.0106146 0.00953717 0.00701818 0.00470245 0.00206645 0.0460883 0.0103333 0.0357551 0.0280374 0.0257408
internal_count=2900 2753 2707 2654 2579 2400 2370 2072 1870 1853 1806 1713 1529 1457 165 1292 1234 1194 83 1111 224 159 108 83 54 887 191 696 515 481
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=10 10 21 6 12 19 18 18 17 16 5 21 13 18 20 10 10 10 21 16 7 7 9 18 21 0 9 9 20 15
split_gain=9.33243e-05 0.000259131 0.000642997 0.000410857 0.000217166 0.000475718 0.000359626 0.000262355 0.000282601 0.000202803 0.00018888 0.0003854 0.00034909 0.00033718 0.000722733 0.0003135 0.00027756 0.000257324 0.00087431 0.000366524 0.000520027 0.000341063 0.00054981 0.000528366 0.000609229 0.000544811 0.000518997 0.000544748 0.000459419 0.00106142
threshold=89.912793714750009 84.906884675850009 16.589865017350004 5.3251244207000008 322.29449443480007 14.351157895250003 14.643918747750002 17.327266398450003 213.85098605320005 12.644970430600003 13.361597395450001 5.4279412736500001 100.65856086215001 15.606027545000002 41.134354310300004 75.645146416450004 75.403185184700007 71.090898343450007 6.9984086918000008 18.714956236300004 24.029932718600005 23.789355599150003 197.89372115420002 13.512826932300003 5.7587983756000005 86.530713386650021 193.06224578400005 196.26893085885004 41.24714903835001 40.128253618400009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 6 -6 8 9 -5 11 -11 -12 15 -15 16 17 21 19 20 -19 23 -23 -14 26 -26 -25 -28 -24 -30
right_child=-2 2 -4 4 5 -7 -8 -9 -10 10 12 -13 13 14 -16 -17 -18 18 -20 -21 -22 22 28 24 25 -27 27 -29 29 -31
leaf_value=-0.054859612857542962 -0.028607233366552267 -0.01850159611685703 0.08971430809428986 -0.034054146931568052 -0.081207123972476536 0.019840741618867876 -0.011962245911169614 0.03596624734100224 -0.046059386232695343 0.067119063412187319 -0.047961288097631505 -0.013064488459050221 0.0043990844112606758 -0.011047787358870178 0.084770956360954067 -0.052560688332164096 0.046109183198689369 0.024891219045018384 -0.10000653988932867 0.050266112987342473 -0.056731603805804436 0.056870246248528572 0.026662618203690598 -0.092960917318091724 -0.046932505642479194 0.030393481770207578 0.025743533934714482 -0.051732242854116699 -0.044454349640534428 0.037500201474327373
leaf_weight=0.0013731940395623051 0.0011325558417403367 0.0011280062538097926 0.0010698102713035951 0.0015732455875807202 0.0014223584706507522 0.0018412048777380896 0.0015867211208764331 0.0021621328226386618 0.0012743338122831451 0.001286754463677652 0.0014102623323601895 0.0011222185117070183 0.029938743813687455 0.0016669057987233052 0.0014915673473900881 0.0010853645384152335 0.0013732131988035681 0.0015169751274060053 0.0010946911866582809 0.0010888094604268872 0.0016078865251092367 0.0026417379382372994 0.0060167671097843822 0.0015618790996256848 0.0013251623055694495 0.0029165033047320321 0.0013848113712526811 0.0026332144143026426 0.0039388376049700469 0.0026391749777943119
leaf_count=213 360 162 19 181 78 55 71 51 72 35 50 39 760 51 35 50 22 24 77 22 43 45 116 25 27 37 21 44 77 38
internal_value=-9.50376e-05 0.000293212 0.0341736 -0.000626372 0.000309199 -0.0201958 -0.0446935 0.00163968 0.000617233 0.0014513 0.00225225 0.0297656 0.00126789 0.00232104 0.034202 0.000716694 0.00165422 0.000641938 -0.0203838 0.000301779 -0.0171075 0.00267137 0.0153926 -0.00220354 -0.0223301 0.00623564 -0.0440448 -0.0250302 0.00669276 -0.0115732
internal_weight=0.084305 0.0831725 0.00219782 0.0809747 0.0796015 0.00485028 0.00300908 0.0747512 0.0725891 0.0713147 0.0697415 0.00240897 0.0673325 0.0659222 0.00315847 0.0627638 0.0616784 0.0603052 0.00530836 0.00421367 0.00312486 0.0549968 0.0152365 0.0397603 0.00982157 0.00424167 0.0055799 0.00401803 0.0125948 0.00657801
internal_count=2900 2540 181 2359 2146 204 149 1942 1891 1819 1638 74 1564 1514 86 1428 1378 1356 166 89 67 1190 276 914 154 64 90 65 231 115
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=23 23 16 2 21 23 21 9 9 20 16 16 23 4 22 23 19 23 6 23 22 23 7 9 4 5 17 16 20 20
split_gain=0.000103212 0.000596105 0.000397607 0.000445499 0.000349101 0.000344583 0.000478913 0.000377945 0.000402747 0.000332038 0.000290943 0.000501472 0.000279486 0.000473737 0.000286096 0.000223316 0.000219079 0.000323739 0.000538685 0.000354815 0.00033825 0.000724965 0.00043941 0.000532954 0.000445361 0.000900374 0.000603775 0.000862914 0.000488816 0.000590121
threshold=-0.21013499999999999 -0.23472499999999999 22.624947093000003 184.66468190290001 11.702496363450001 1.0000000180025095e-35 2.8878979250500003 202.48520976110004 194.46727572990002 39.039757512550004 12.644970430600003 9.6249774926000011 0.07968500000000002 197.66210197150005 -0.065399999999999986 -0.1444 11.850956171350001 0.082975000000000021 15.825369757250002 0.083290000000000017 -0.083794999999999994 0.086520000000000027 26.075470002800003 215.80505313260002 312.59262463035003 23.234643166550004 192.2469332606 22.584947186600004 36.514114975300011 40.305698932850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -2 -8 11 -7 13 -12 -15 -11 -14 18 -18 -19 22 -22 23 24 25 26 28 -28 -21 -30
right_child=5 -3 -4 4 -6 10 9 -9 -10 15 12 -13 16 14 -16 -17 17 19 -20 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.057796090087465606 -0.01704056301534862 0.06143683827568807 0.051641019725245818 -0.024442290512779852 0.034215904567405891 0.011974870559675964 0.00086602382110173733 -0.044389285282734954 0.066675364508363907 -0.025007905909820573 0.084882864368344663 -0.08114983844715723 0.033352973216713079 -0.015838823768111254 0.046145519130382839 -0.082623909578612445 -0.073734079043192194 0.046282782292864311 0.0025698765319502768 0.088229040891372887 -0.056286736828281073 -0.0023995571455275441 -0.052663133136581101 0.063993272237270346 0.049277314779796293 -0.068079359420198937 0.0050816364304837741 -0.071272816127150806 -0.033480627437928762 0.030050800384738507
leaf_weight=0.001644854393547876 0.0010511590372116351 0.0018006899001962728 0.0011052565236298051 0.0021007624954937354 0.0019623476990506816 0.0011745216117580483 0.0011556213212438569 0.0010170433844969295 0.0012677387829356235 0.0010374762404390947 0.0010617198377487124 0.0011390280433844725 0.0019616206898203222 0.0019623808985942404 0.0011999905578221615 0.001913418699574912 0.0015695139278388828 0.0017023469811192618 0.0022538012434871746 0.0010914585464885116 0.0027874064857522632 0.023928695916853149 0.0011436759628451953 0.0017470934593575285 0.0022265552996589824 0.0016757271490914624 0.0073450093668441241 0.0018536662119004177 0.0018239415404366355 0.007368918604091057
leaf_count=185 93 60 17 109 61 241 30 33 18 56 23 231 69 133 41 145 56 25 47 20 82 565 72 42 53 81 158 17 32 105
internal_value=-9.66389e-05 0.0102666 -0.00325742 -0.0138876 0.00388768 -0.00129551 -0.0217092 0.0064356 0.0287268 -0.0445727 0.000971489 -0.0338731 0.0022174 0.0270861 0.0076817 -0.0623673 0.000480484 -0.000621461 -0.0287538 0.00134507 -9.85277e-05 -0.00802184 0.00795748 0.0107161 0.00673579 0.0022591 0.0083089 -0.0103049 0.0249578 0.0174456
internal_weight=0.0830734 0.00861391 0.00681322 0.00570796 0.00406311 0.0744595 0.00744246 0.00333594 0.0023189 0.00410652 0.0670171 0.00231355 0.0647035 0.00422409 0.00316237 0.00295089 0.0604794 0.0585178 0.00382332 0.0546945 0.0529921 0.0267161 0.026276 0.0251324 0.0233853 0.0211587 0.019483 0.00919868 0.0102843 0.00919286
internal_count=2900 432 372 355 170 2468 375 144 111 231 2093 472 1621 197 174 201 1424 1355 103 1252 1227 647 580 508 466 413 332 175 157 137
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=22 23 10 12 4 20 23 23 23 21 23 16 19 15 13 13 0 18 23 17 16 2 22 2 23 17 9 17 17 18
split_gain=8.96198e-05 0.000969703 0.000471933 0.000348503 0.000335768 0.000319314 0.000262118 0.000485294 0.000333518 0.000654192 0.000339524 0.000839716 0.000423869 0.000457 0.000815498 0.000640951 0.000376776 0.000317839 0.000310772 0.000351369 0.000274166 0.000415915 0.00036074 0.000242347 0.000227775 0.000218176 0.000443542 0.000440536 0.000894826 0.000652151
threshold=-0.24103499999999997 0.088105000000000017 71.464594023550021 210.08518277075004 267.88310861120004 40.922041107600009 -0.15684499999999998 -0.23958499999999999 -1.0000000180025095e-35 5.7942671277000013 0.07968500000000002 13.534968349350001 12.250988447150002 24.200063469100005 107.97116697695002 108.61908538635001 101.47316367565001 16.329849731700005 -0.093074999999999991 193.73902333365001 22.624947093000003 187.03662689815005 -0.15895000000000001 181.83510701155004 -0.25765499999999997 181.49225329600003 196.57165974130001 188.16174763880002 189.46592532740002 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=1 3 4 -1 -3 -4 7 20 9 18 17 -12 -13 16 -15 -16 -14 23 19 -8 21 -2 24 -10 -23 26 -17 29 -29 -27
right_child=6 2 5 -5 -6 -7 8 -9 10 -11 11 12 13 14 15 25 -18 -19 -20 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.029955048205683951 -0.047212992061220649 0.0092994202623990045 -0.05797705926545646 -0.10000854719667672 0.070576675855425944 0.018535474549230904 -0.018045208602155315 0.053571893198538056 0.061079130736334503 -0.096652002592931052 -0.079103272327119556 0.042586799517473961 -0.055812664488250445 0.043156046514300953 -0.072359710967897936 -0.017798905117211872 0.015767347909726528 -0.019166493869095722 -0.036485184983948253 0.060479472062965695 0.047807370384791402 0.0040862112442550322 -0.034138467219270774 0.0066655528784062487 0.068080429180793489 -0.0062418395808293108 0.067012272288073757 0.052557066828493683 -0.0029760587503174607 -0.074216656966685432
leaf_weight=0.002023944271890483 0.001748735138515263 0.0019924507638013622 0.0011608960226317105 0.0010939953216361894 0.0016222992748069487 0.0010288567178620978 0.0012714081897513552 0.002595049538672671 0.002279895715224591 0.0010299969075340323 0.0013494242309828449 0.0023189642802627355 0.0025814766949556747 0.0042718627874984696 0.0012802830981897264 0.0011366224797626492 0.0010282730720442834 0.0011383211156002354 0.0020340444745268254 0.0010326786429577517 0.0010768518769737057 0.00111034435884938 0.0010872532441283944 0.0012769462075687965 0.0011144342481586023 0.0051450430902404273 0.0013478831644295752 0.0032309833522807798 0.028460293124914937 0.001944952046018536
leaf_count=158 140 44 74 119 29 47 57 89 77 89 313 92 131 117 68 29 41 117 71 24 16 32 69 90 36 85 38 50 517 41
internal_value=-9.42515e-05 -0.00955412 0.0146076 -0.0545348 0.0368006 -0.0220276 0.0010637 0.0173179 -0.00114864 -0.0250089 0.00102999 -0.00120884 0.000783942 -0.0011384 0.00150496 -0.00267704 -0.0354224 0.026825 -0.00799871 0.0171491 0.0019893 -0.00776007 0.0130709 0.041544 0.0361421 -0.000515119 0.0282125 -0.00235554 0.00268564 -0.0248889
internal_weight=0.0818145 0.00892244 0.0058045 0.00311794 0.00361475 0.00218975 0.072892 0.00873267 0.0641594 0.00536813 0.0587912 0.0540961 0.0527466 0.0504277 0.0468179 0.0425461 0.00360975 0.00469516 0.00433813 0.00230409 0.00613762 0.00506077 0.00331203 0.00355684 0.00222478 0.0412658 0.00248451 0.0387813 0.0316913 0.00709
internal_count=2900 471 194 277 73 121 2429 382 2047 241 1806 1522 1209 1117 945 828 172 284 152 81 293 277 137 167 68 760 67 693 567 126
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=0 16 9 18 23 13 6 13 15 22 6 10 15 22 15 10 22 17 5 18 12 3 21 7 23 23 7 2 5 12
split_gain=9.29786e-05 0.000420217 0.000398582 0.000402133 0.00037598 0.000349297 0.000343536 0.000477333 0.000796818 0.000457486 0.000382268 0.00037501 0.000715876 0.000476207 0.00033039 0.000800936 0.000473438 0.000578485 0.00037715 0.000762137 0.000577524 0.000341093 0.00032825 0.000308446 0.000301836 0.00036097 0.000483222 0.00032786 0.000425123 0.000268482
threshold=86.530713386650021 22.614947116400003 197.58039077460003 13.650870338750002 0.12064000000000002 117.50443950750001 15.785368822600002 117.38883580790001 33.005488016050009 -0.094344999999999998 16.325381439950004 68.214248143850014 33.551906023850009 -0.081169999999999992 31.506101402100004 70.026268923800004 -0.073724999999999999 200.23903127160003 18.310380701750002 14.752187928300001 84.164147923250013 86.302194445500007 9.0075195581500012 24.373474566200006 0.091250000000000012 0.087530000000000011 25.697366542400001 198.68761053240004 15.299679811400003 132.42929831470002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 -3 -4 -1 6 11 8 10 -10 -8 12 -2 -14 15 21 -16 -18 19 20 -17 -13 -20 -21 25 -25 -27 28 -26 -22
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12 14 13 -15 16 18 17 -19 22 23 29 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.0016639110288095412 -0.067081747105602621 0.071749425616183402 -0.02880224879413025 0.036679442642735004 -0.048172213140959937 -0.050680016302226176 0.032388310649228536 -0.021728651135169773 0.094317037957501709 0.029511143128910969 -0.036563284912375954 0.0837197508988613 -0.031303474727281753 0.046029662956920118 -0.075683820162806073 0.01171978471377761 -0.045036334808757197 0.053542417640070609 0.056277260451977187 0.042205963998362177 -0.094641796642502829 0.013890082305098504 -0.013407314804737678 -0.0019551115017020929 -0.0057259045835466203 0.093495087729063175 0.0032166631268854291 0.024570949850393715 -0.070932053733463882 -0.030984748255393869
leaf_weight=0.024912477670327123 0.0025248545715235984 0.0015346901900556978 0.0015141084586502984 0.0024641370792224393 0.001868591786808301 0.0013581452642625882 0.0013685886461871632 0.0024303800289544597 0.0018682774343687925 0.0026125687822968757 0.0019491886494691357 0.0016643597128975776 0.0017393286608466951 0.0014686278871067771 0.0013121037383925227 0.0012365906418945185 0.0013333966989375048 0.0010753818793070025 0.0019325229135986879 0.0017987787373201303 0.0017332627822459479 0.001206644999232509 0.0010396290149907728 0.0078490035566100187 0.0022528013627160452 0.001044508414327904 0.0013712754582997644 0.0012144680839955733 0.0017977445600617092 0.0010725451121706975
leaf_count=785 98 23 15 48 58 28 24 25 27 33 37 38 21 22 108 22 37 23 46 110 71 18 53 601 184 22 83 85 76 79
internal_value=-9.48944e-05 0.00230291 0.0284579 0.0117573 -0.00490893 -0.000685191 0.000762673 0.0169673 0.0290266 0.0565318 -0.00812064 -0.00375784 -0.0272498 0.00410025 0.000595643 0.00441697 -0.0273531 -0.00102656 -0.00147459 -0.00611645 -0.0452155 0.0543713 0.0319023 0.00300454 -0.00153606 0.00844846 0.0422502 -0.0210021 -0.0346662 -0.0703083
internal_weight=0.080549 0.0537679 0.00551294 0.00397825 0.0267811 0.048255 0.0468968 0.010229 0.00779862 0.00448085 0.00331778 0.0366678 0.00573281 0.00320796 0.030935 0.0272141 0.00372088 0.00240878 0.0243431 0.021371 0.0040424 0.002871 0.00297215 0.0173286 0.0155298 0.0102648 0.00241578 0.00526501 0.00405055 0.00280581
internal_count=2900 2057 86 63 843 1971 1943 146 121 60 61 1797 141 43 1656 1488 168 60 1432 1333 172 56 99 1161 1051 706 105 345 260 150
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=17 4 17 13 13 22 19 16 10 13 18 22 23 20 17 23 23 6 17 22 13 17 20 20 22 22 20 13 5 22
split_gain=0.000101519 0.000403149 0.00039548 0.000342037 0.000459204 0.000521943 0.000491353 0.000526746 0.00061309 0.000464469 0.000413131 0.000320608 0.000312584 0.000299297 0.00020863 0.000207245 0.000553959 0.000751489 0.000511871 0.000498492 0.000560803 0.000449054 0.000357234 0.000527298 0.000378183 0.000701035 0.000497599 0.000384365 0.000455667 0.000768779
threshold=201.37020668845003 178.77399478955002 200.23903127160003 117.38883580790001 115.25151159420001 -0.083330000000000001 14.251149826300002 18.684956306450005 75.922057603850007 101.53768667075001 17.166139419800004 -0.078219999999999998 0.087265000000000023 42.233786329550007 205.63493178080003 0.091545000000000029 0.088565000000000019 16.015374196650004 197.84582410835003 -0.24103499999999997 117.30011668960002 196.65693750130004 35.616518500750011 37.663157789700008 -0.121865 -0.09715 44.527357125550004 117.59047016770002 20.766972852450003 -0.081474999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 8 -3 10 -10 -12 -4 -5 -9 16 18 -18 19 20 -1 22 -21 -24 26 -26 -25 28 -27 -30
right_child=1 3 12 13 5 -7 -8 14 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 21 -22 -23 23 24 25 27 -28 -29 29 -31
leaf_value=-0.076540496499418353 -0.062266664977760434 -0.080301611370020731 0.079987001571840369 -0.074046217666690478 0.081948220104380728 -0.0066546293413139133 -0.058585299087581921 0.058494622632547601 -0.072460677282239053 0.051066519981369622 -0.031190526599354975 0.038156313390965535 0.0076377059237277937 -0.00024949548922908511 0.0071574671058573115 0.0072649311868791949 0.0090923090719329993 -0.076036395886807301 -0.039365732884782609 0.062991356517404673 0.019233435254455516 0.059458452885221148 -0.063736611284897535 0.056254406873680968 -0.066058987659555118 0.010704722311094195 0.0025235643914673818 0.03168193314406486 -0.089011420084489062 0.0045473232934340252
leaf_weight=0.0015247931366388417 0.0012220917866798678 0.0011476396611926369 0.0011258315615441097 0.0011629286627226057 0.0014198119688444422 0.0012503652651574279 0.0015185724505144558 0.0017765298555474374 0.0010012134895846033 0.0013420283195522131 0.0013572854438876104 0.0013102864203216745 0.0012717307911547931 0.0010420066050329524 0.0014278569041579203 0.024495821880132669 0.001845646137835332 0.0023667346710301018 0.0030014243803164189 0.0010120181503084453 0.0010206174306102156 0.0016057788874181958 0.0011492986249976534 0.002935427543403678 0.0015913076627772768 0.0059138457017280967 0.0041750108252954776 0.0036733501464567562 0.0015035398165044178 0.0021119625274813869
leaf_count=152 31 88 27 22 20 29 40 37 103 35 180 80 39 23 38 625 82 56 101 106 47 39 64 80 44 263 216 83 32 118
internal_value=-8.17544e-05 -0.00693675 0.00178571 -0.0026453 0.00329774 0.0404581 -0.005821 0.00273692 -0.0143724 0.000727499 -0.0176863 0.00287199 0.041611 -0.0391714 0.0356191 0.000192369 -0.0046974 -0.0387374 -0.000104286 0.00407194 -0.0381386 0.00825724 0.00484086 0.00228816 0.00575239 -0.00335702 0.0247055 0.00420039 -0.00639313 -0.0343599
internal_weight=0.0793028 0.0169786 0.0623241 0.0157565 0.0135516 0.00267018 0.0108814 0.00936284 0.00615845 0.00501081 0.00366879 0.00266757 0.00239756 0.00220494 0.00320439 0.0599266 0.0354308 0.00421238 0.0312184 0.028217 0.00254541 0.0256715 0.0240658 0.0230537 0.0219044 0.014794 0.00711044 0.0132027 0.00952935 0.0036155
internal_count=2900 726 2174 695 650 49 601 561 486 398 363 260 66 45 75 2108 1483 138 1345 1244 199 1045 1006 900 836 540 296 496 413 150
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=2 17 2 12 13 20 21 5 18 17 18 7 13 13 9 4 20 15 7 13 15 16 16 5 15 20 19 15 6 3
split_gain=9.83645e-05 0.000196618 0.000173032 0.000203855 0.000136735 0.000458924 0.000349002 0.000546378 0.000341408 0.000220621 0.000151731 0.000459013 0.000329859 0.000397618 0.000346114 0.000245744 0.000234469 0.00027652 0.000450766 0.000408771 0.000344412 0.000472096 0.000306942 0.000174474 0.000342585 0.000371128 0.000593446 0.000424456 0.000416347 0.000353243
threshold=325.75432260090003 203.93111730270002 311.26728953445007 322.29449443480007 98.238948544700023 42.406961525800007 3.2821610579500002 5.2595069053500012 17.267778657600005 213.85098605320005 15.711526640050002 26.153845577000002 104.02719889955002 104.19119484555002 188.14427954665004 234.33905321295003 48.680511450650009 27.008040895250005 24.029932718600005 106.00321562545001 28.566186095050004 18.884955838800003 18.564956587050002 18.367178700250005 30.416602988400005 38.592454371550012 14.251149826300002 35.194695975650014 16.585387514950003 93.716961969300016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 12 15 14 -14 -6 -12 17 18 19 -15 21 -19 -22 -24 -25 26 27 -26 -27 -30
right_child=1 -3 -4 -5 8 6 7 -9 -10 -11 11 -13 13 16 -16 -17 -18 20 -20 -21 22 -23 23 24 25 28 -28 -29 29 -31
leaf_value=-0.056507640187355858 -0.04153961362394034 0.0094258508011201732 0.037151538832652861 -0.039172845335675562 -0.0019665514756130502 0.041134522256840868 0.02413185145390364 -0.069027845345643352 0.058758127589833987 -0.042504133626740048 0.074550065951104874 -0.029206795818873327 0.061284077824798125 0.036526657524531457 -0.06964675827542581 0.014141775172083388 0.037003991940784978 0.065331644236883396 -0.06547314574867294 -0.035047453872071047 -0.054676738108201832 -0.012650773399641485 -0.026361029826851973 0.049886103276143456 -0.048096441862363365 0.0001858887175263621 0.048113947668603566 0.022340905623685122 -0.07648905306308211 -0.010146965110236092
leaf_weight=0.0017690998302555697 0.0016197841026928551 0.0014210369300427768 0.0012748020719126609 0.0013054456070289424 0.0017449782761600465 0.0015882310070876645 0.0013709235792431426 0.0011641777234753514 0.0010428785701748202 0.0011407710523201322 0.001336205392924227 0.0012504623845757123 0.0011217332478281597 0.0015226896167983553 0.0013326792425406575 0.0013576732350486509 0.0017671129231757723 0.0019212958649390535 0.0016389740975455425 0.0016764448495980855 0.0010037478028337423 0.0013026630586843169 0.0021815189738845211 0.0014811525604656586 0.0015318537344519703 0.030991541961145494 0.0038939774874506838 0.0019376692939516715 0.0013491610833753489 0.0019811354019341199
leaf_count=405 135 96 66 48 125 54 127 182 27 68 27 47 17 37 74 40 28 56 58 220 85 30 63 38 34 516 62 37 27 71
internal_value=-9.08379e-05 -0.0177224 0.000624203 -7.56349e-06 0.000698619 -0.0139016 0.00437834 -0.0186493 0.00199215 0.00108786 0.00186095 0.0208633 0.000619616 0.00233254 -0.0312733 0.0441052 0.00115549 -8.70417e-06 -0.0228282 -0.000980378 0.00221825 0.0338223 2.00597e-05 0.00123074 0.00262515 0.000945887 0.0213169 -0.00875839 -0.00342457 -0.0370233
internal_weight=0.0780218 0.00304082 0.074981 0.0737062 0.0724008 0.00589243 0.00412333 0.0025351 0.0665083 0.0654654 0.0643247 0.00394434 0.0603803 0.0573027 0.00307766 0.00269388 0.0561809 0.0544138 0.00483811 0.00319913 0.0495757 0.00322396 0.0463518 0.045348 0.0431665 0.0416853 0.0073635 0.00346952 0.0343218 0.0033303
internal_count=2900 231 2669 2603 2555 768 363 309 1787 1760 1692 114 1578 1379 199 67 1362 1334 315 257 1019 86 933 848 785 747 133 71 614 98
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=21 21 23 9 21 9 23 21 16 12 12 21 4 7 6 10 6 23 6 20 21 20 17 6 17 22 5 15 17 4
split_gain=9.24814e-05 0.000320642 0.000326235 0.000336315 0.000494471 0.000460819 0.000407828 0.000368487 0.000288431 0.000285967 0.000270222 0.000268795 0.000466845 0.000403515 0.000701941 0.000284014 0.000315527 0.000451236 0.000366913 0.000417524 0.000676537 0.000463846 0.000786443 0.000728585 0.00103847 0.000900174 0.000796517 0.000469859 0.000578694 0.000383895
threshold=2.9845679401500003 2.1194692063500002 -0.093074999999999991 194.04304600165003 0.39820604590000008 201.97224908750002 0.094165000000000013 1.0652877397500002 17.294959556900004 155.27099795600003 147.29495425805001 4.3636502323000004 169.78633280640003 22.597569836950004 16.315381206250006 61.82916008405001 13.200308423050002 0.092290000000000025 13.825323026450002 43.411469133450005 6.7005777103000002 42.131954243650007 202.56512036810003 16.265380038000004 184.84480138465003 -0.048664999999999993 20.717225865800003 36.508287084250007 188.54236693505001 245.31252880175003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 9 -1 -5 -6 12 -2 -14 -15 -13 17 -17 -18 21 -21 23 27 26 -25 -26 29 -23 -29 -20
right_child=11 -3 3 5 10 6 -8 -9 -10 -11 -12 15 13 14 -16 16 18 -19 19 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.010319827394975074 -0.069612590471723509 0.027311904327580374 0.0036886264760398533 -0.020556898795121053 -0.087891356034968435 -0.032744315284001908 0.017770273073753142 0.060889094637927445 0.053430669668315223 0.042325019662464061 -0.024256670329379081 -0.028379466521786873 0.050391261290984292 0.0074741494008030126 -0.075090776054528199 -0.0037816613501463116 0.047856034982579461 -0.063704497458450693 0.017696913192527943 0.080719339322327568 -0.0010327814465454863 0.0035086915386118517 0.033038796671661479 -0.068254405855971367 0.052045701803246851 -0.0081159103703685783 -0.072833758187142647 -0.0020419659335921287 -0.085413041197473949 -0.048039613339575807
leaf_weight=0.001137232892070592 0.0015219546186960855 0.0050886230269446544 0.0026350190005711557 0.0017963963543885537 0.0013905018440940609 0.0042165380840276014 0.0025738371285776718 0.0019140370516979033 0.0018877917933473043 0.0012105746003729934 0.0012830825223317799 0.0031871385036566493 0.0010006132109147137 0.003142453286252303 0.0015315405601796783 0.0069710307686297393 0.0020623924647118477 0.0015330187529312492 0.0039415292195030807 0.0017663297939693448 0.0023711317145540534 0.0016960622959967244 0.0019719184465998296 0.0011410569579333183 0.0074272779320239098 0.0037391388017731257 0.0019113515634695544 0.0012067847549887128 0.0026848524437581567 0.0011468757718944289
leaf_count=116 32 150 216 44 30 159 101 32 62 28 54 203 44 138 46 598 72 132 98 26 57 50 34 34 93 55 42 37 78 39
internal_value=-8.53647e-05 0.0048945 -0.000796382 -0.00617471 -0.0270536 0.0032894 -0.0135972 0.0265907 0.0294642 0.00475869 -0.0573524 -0.00249444 -0.0204323 -0.00724195 -0.0195801 0.000389772 0.00259545 -0.0145839 0.00701361 0.00429679 0.0338681 -0.000257162 -0.0212557 0.00796467 0.0226147 0.0319002 -0.017794 -0.0404164 -0.0595599 0.00288056
internal_weight=0.0770881 0.0251336 0.020045 0.01702 0.0053086 0.0117114 0.00679038 0.00492101 0.00302502 0.00300697 0.00267358 0.0519545 0.00719656 0.00567461 0.00467399 0.0447579 0.0415708 0.00850405 0.0330667 0.0310043 0.00413746 0.0268668 0.00755962 0.0193072 0.0123075 0.0111664 0.00699976 0.0055877 0.00389164 0.0050884
internal_count=2900 992 842 664 300 364 260 104 178 72 84 1908 260 228 184 1648 1445 730 715 643 83 560 199 361 182 148 179 165 115 137
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=5 5 22 9 5 19 17 15 2 4 9 0 9 17 3 10 19 21 16 10 6 9 2 23 6 22 21 9 21 21
split_gain=9.10084e-05 0.000297655 0.000337121 0.000290444 0.000248977 0.000294686 0.000330936 0.000246137 0.000177797 0.000179922 0.000186341 0.0001674 0.000499182 0.000202369 0.00041155 0.000611863 0.000525765 0.000491332 0.000433542 0.000461516 0.000279785 0.000504616 0.00054146 0.000763266 0.000728161 0.000776722 0.000816183 0.000770837 0.000481157 0.000460849
threshold=23.721757872050002 22.963361893800002 -0.068524999999999989 189.54401862130001 25.556820288350004 14.451165964200003 192.2469332606 42.133814420300006 145.11127223590003 265.91245918190003 195.29234479735001 85.716110573100011 187.38923140910003 201.37020668845003 90.988176966900014 64.321360770950022 14.251149826300002 5.7942671277000013 18.714956236300004 76.919475570250015 14.835346625500001 182.75300319265003 103.98563613345001 0.088395000000000015 16.455384477450004 -0.078219999999999998 6.450325770250001 197.58039077460003 4.8606555829000007 4.3636502323000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 6 -2 11 -6 -10 -11 12 -1 20 15 -15 17 18 19 -17 -13 -22 23 -23 25 26 -24 -26 -27 -25
right_child=4 2 -4 -5 8 -7 -8 -9 9 10 -12 13 -14 14 -16 16 -18 -19 -20 -21 21 22 24 29 27 28 -28 -29 -30 -31
leaf_value=0.012937568496864308 -0.017354169250257269 0.041134729622615732 0.05730919818171281 -0.024928863005314713 -0.024065730573857053 0.0020888526414670821 -0.093956790511917757 -0.048634646971819157 0.05332033369834676 -0.018533442233304838 0.036149450750512332 -0.0050640176427379701 -0.06853753422039903 0.060483145128174237 -0.057705249228897172 -0.065176240546637315 -0.064839861964012077 -0.033240436289246784 0.045299702965698942 0.014864249087751922 -0.051738377794930582 0.064155461324401947 0.026712361717193461 -0.030618295185828287 -0.00097633307679815802 0.012315002888194176 -0.050509121437500519 -0.082694290633493775 0.077642952646733335 0.029829931191783565
leaf_weight=0.0017230713732284747 0.001257923732913141 0.0011483319768834654 0.0019470273895443304 0.0015826924434563239 0.0014531038056730949 0.0018410374804744833 0.0010223070090840114 0.0010506077168592745 0.0010041219174152793 0.0015493779693828147 0.0010424467741951826 0.01756056375230837 0.0013343040039603959 0.0013504331290050695 0.0015500192539974486 0.0010152317173410816 0.0015490713536578946 0.0032759503131881973 0.0026412647552263024 0.0024805212550702066 0.0012141146105761882 0.0043077895812118072 0.0031508149033925292 0.0019830061764736229 0.0035379157306891793 0.0020195699992200389 0.0024199192439482431 0.0017133396934703171 0.0025521932499259492 0.0034650325660550152
leaf_count=44 100 31 46 33 145 67 31 37 75 114 40 1078 37 24 29 60 44 245 48 216 18 65 37 32 48 31 27 30 33 35
internal_value=-9.29114e-05 0.0011936 0.0255158 0.00284933 -0.00943245 -0.0276704 -0.0516978 -0.000644692 0.00545423 0.0173831 0.00346033 0.000183961 -0.0226199 0.00139047 -0.00914343 -0.00302998 -0.0108543 -0.00196999 0.0147222 -0.008381 0.00471496 0.0112286 0.0142684 0.0326998 0.00258747 0.018237 -0.00683254 -0.0276386 0.0487844 0.00782766
internal_weight=0.0757431 0.0665728 0.00467805 0.00273102 0.00917032 0.00412127 0.00228023 0.0618947 0.00504905 0.00359595 0.00259182 0.0608441 0.00305738 0.0577868 0.0138625 0.0123125 0.010962 0.00941297 0.00613702 0.00349575 0.0439243 0.0263637 0.0251496 0.00975583 0.0153938 0.0101425 0.00557073 0.00525126 0.00457176 0.00544804
internal_count=2900 2328 110 64 572 198 131 2218 374 229 154 2181 81 2100 666 637 613 569 324 276 1434 356 338 132 206 128 64 78 64 67
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=0 16 9 4 2 6 14 21 6 21 9 17 6 15 20 16 3 18 13 13 13 6 15 10 20 22 22 6 15 10
split_gain=8.7929e-05 0.000387915 0.000331072 0.000327427 0.000447372 0.00035179 0.000339592 0.000313834 0.000695487 0.00052626 0.000300795 0.000426169 0.0004402 0.000493416 0.000338137 0.000445082 0.000287883 0.000282273 0.000255486 0.000324937 0.000517372 0.000547318 0.000729598 0.000435521 0.000479467 0.00043724 0.000394595 0.000340589 0.000320655 0.000634245
threshold=86.530713386650021 22.614947116400003 197.58039077460003 248.34582299520005 185.83358638795002 16.375382608200002 279.92507423175005 11.133313228750003 16.445384243750002 6.5006332158500006 201.63419974125003 187.45953903175004 16.515385879350003 39.283112803100003 39.646013290900008 22.604947139800004 93.82450029455002 13.650870338750002 117.50443950750001 117.47217800995001 117.38883580790001 15.785368822600002 33.005488016050009 68.214248143850014 38.592454371550012 -0.081169999999999992 -0.094344999999999998 16.325381439950004 31.506101402100004 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 18 -3 5 -5 -1 -6 9 -9 -8 11 14 13 -13 -7 -16 -17 -4 19 20 21 23 27 24 25 -2 -24 -23 29 -25
right_child=1 2 17 4 6 10 7 8 -10 -11 -12 12 -14 -15 15 16 -18 -19 -20 -21 -22 22 26 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.037994814484974673 -0.038844241274181471 0.070739534566247264 -0.022187124266151031 -0.063220308978339426 0.039991510708430628 0.034148830154991976 -0.0413423261233321 0.01304994115332809 -0.10000927123592328 0.035477291073915868 -0.030295865961611702 -0.015608105035241727 0.063632616704195996 0.048977654618685959 0.022670723161174824 -0.085531992693617928 -0.01784939426292537 0.034417308044045046 -0.045988082259469563 0.051591746187508773 -0.065301659708898535 0.029587324897781798 0.093200814739806251 0.051551926629258726 -0.065717904225548518 0.040372438787595596 0.028664344289571899 -0.038938620742285511 -0.028228924666997973 -0.00086326800374259048
leaf_weight=0.0018148178731560985 0.0015748809747672399 0.0013588382962552705 0.0014117366026766831 0.0019103054293980737 0.001192384054784501 0.0014466481261408148 0.0016727511147707763 0.0010007583970437217 0.0011923762578957414 0.0019100742114187552 0.001740292633175212 0.0027622111033451802 0.0025160130385302182 0.0020688200145357882 0.0014158574350683906 0.0011098692059476889 0.0014487706876913364 0.0023433217628294756 0.0012088327735995099 0.0012156100711990794 0.0012096580339857601 0.0012395492038876901 0.0016046059381551459 0.0025705871240830893 0.0022439650844714443 0.0012496351605477641 0.0023132260409965966 0.0017482991229940126 0.0034014920118359262 0.022648523156565129
leaf_count=67 29 23 15 78 50 85 103 21 71 55 70 34 29 27 110 17 26 48 28 12 14 24 27 56 94 17 33 37 168 1432
internal_value=-8.75316e-05 0.00236697 0.0284425 -0.00489318 -0.0203482 0.0035132 -0.00859527 -0.0186255 -0.0484188 -0.000388287 0.0087053 0.0140211 0.0297145 0.0120498 -0.00724739 -0.0223149 -0.0472083 0.0131365 -0.000647976 0.000626049 -0.000855958 0.00106442 0.0267108 -0.00419265 -0.0312111 -0.00379684 0.0550962 -0.0105097 0.000592109 0.00447942
internal_weight=0.0745447 0.0493428 0.0051139 0.0252019 0.00887865 0.0163233 0.00696834 0.00577596 0.00219313 0.00358283 0.0145085 0.0127682 0.00734704 0.00483103 0.00542115 0.0039745 0.00255864 0.00375506 0.0442289 0.04302 0.0418044 0.0405948 0.00690568 0.0336891 0.00506848 0.00282452 0.00391783 0.00298785 0.0286206 0.0252191
internal_count=2900 2057 86 843 378 465 300 250 92 158 398 328 90 61 238 153 43 63 1971 1943 1931 1917 121 1796 140 46 60 61 1656 1488
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=2 23 2 22 17 18 7 16 21 22 12 20 6 4 7 0 20 6 6 0 6 6 18 17 6 8 6 6 15 15
split_gain=8.21577e-05 0.000142707 0.000361574 0.000405867 0.00116515 0.000278145 0.000263083 0.000356523 0.000356162 0.00047987 0.000230218 0.000445829 0.000335095 0.000223213 0.000252597 0.000376715 0.000403227 0.000393627 0.000263104 0.000260235 0.0004996 0.000446843 0.000257949 0.000420743 0.000332783 0.000409545 0.000435958 0.000252275 0.000547849 0.000341058
threshold=357.36576196840008 -0.17732499999999998 296.01432942755008 -0.087910000000000002 174.35320691475002 13.919698996450002 22.124753953150002 18.714956236300004 6.450325770250001 -0.073724999999999999 286.25174907180002 43.022303514600004 16.245379570700006 331.95656290250002 22.597569836950004 85.678472159250006 40.79983011445001 16.445384243750002 16.515385879350003 86.001087134900004 16.425383776450001 16.505385645700006 13.278511569200001 188.16174763880002 16.455384477450004 8.4434108459500017 16.565387047600002 16.435384010100005 42.385947950200006 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=1 2 3 4 -1 -5 7 -3 9 -9 13 12 -12 14 15 18 -17 -18 -8 20 -16 -22 23 -21 27 -26 -27 28 29 -24
right_child=-2 6 -4 5 -6 -7 10 8 -10 -11 11 -13 -14 -15 19 16 17 -19 -20 22 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.037274236717239888 -0.024668763815144622 -0.058843004591551444 0.058367589413712874 0.054349030758268191 -0.082911469795211107 -0.0074731266991696303 -0.050932080607951513 0.045221497114919108 -0.052809129569900227 -0.040054589791291687 -0.0725154282663871 0.01656847919314609 -0.0059078295194481987 0.040790581707575407 -0.077820780136773848 0.079094584408079732 0.051444438518927306 -0.020498872609027913 0.02022428850521724 -0.013373505461298164 0.033155157867877171 -0.04013709197282786 0.0012592249100306097 0.053133921832904496 0.0064167266183753806 -0.095014587718410828 -0.013384688490966551 0.047090322549630144 -0.068843208497596939 0.056634884153419322
leaf_weight=0.0016404711313621478 0.0013343965276069033 0.0017754947300471146 0.0014429139328058227 0.0017890469139692907 0.0015869514061679912 0.0012267852806415736 0.0010366994804735788 0.0017966391730226405 0.0011144333446619914 0.0010429519686283584 0.0017356973687138169 0.0020630143114316324 0.0013371875174752468 0.0015012106346218917 0.0012391098749482401 0.0014745440268256124 0.0015169213951211624 0.001525132042671018 0.0010418641702388404 0.0016109762239011607 0.0016662744879937241 0.0016610847744482626 0.028620117335210381 0.0023226018481068422 0.0021830627837573493 0.0012477175911866922 0.0013755206825578625 0.0012275815669227077 0.0010877106038726927 0.0011571910233527652
leaf_count=105 99 263 37 73 119 86 24 41 42 28 162 133 47 106 33 32 36 20 29 28 47 61 1073 29 35 27 32 11 27 15
internal_value=-8.22637e-05 0.000373108 0.0132518 0.00282479 -0.0218221 0.0292009 -0.0011649 -0.0216172 -0.00490148 0.0139005 0.00083372 -0.0193897 -0.0435307 0.0027753 0.0016777 0.0199649 0.0361781 0.0153757 -0.0152655 -0.000978908 -0.0236187 -0.00343381 0.001553 0.0258962 -0.00104209 -0.0255819 -0.0522112 0.00263308 0.000864897 0.00341121
internal_weight=0.0733813 0.0720469 0.00768617 0.00624325 0.00322742 0.00301583 0.0643607 0.00572952 0.00395402 0.00283959 0.0586312 0.0051359 0.00307288 0.0534953 0.0519941 0.00659516 0.0045166 0.00304205 0.00207856 0.0453989 0.00456647 0.00332736 0.0408325 0.00393358 0.0368989 0.0048063 0.00262324 0.0320926 0.030865 0.0297773
internal_count=2900 2801 420 383 224 159 2381 374 111 69 2007 342 209 1665 1559 141 88 56 53 1418 141 108 1277 57 1220 94 59 1126 1115 1088
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=3 7 7 12 7 18 5 18 3 6 7 16 18 23 10 9 10 23 22 15 23 21 17 5 17 13 6 3 8 13
split_gain=8.94111e-05 0.0002353 0.000145557 0.000218099 0.000150465 0.00038212 0.000402766 0.000394407 0.000337195 0.000531401 0.00046988 0.000452378 0.00058017 0.000464685 0.000354498 0.000322685 0.000288517 0.000288105 0.000244539 0.000330586 0.000326065 0.000447194 0.00040731 0.000378128 0.00023985 0.000232565 0.000423913 0.000620064 0.000539384 0.00045465
threshold=103.44111502715002 20.234873028950002 21.725272673150005 152.88762959770003 22.726915405250001 13.24392582145 22.553892743650003 13.3584252364 92.913112988300014 16.445384243750002 23.789355599150003 22.654947022900004 13.565012728250002 0.11308000000000003 68.961639504150014 196.16158123080001 61.944763783650011 0.10790500000000001 -0.11420499999999999 42.670190152050004 0.083795000000000022 7.080793571600001 187.45953903175004 20.717225865800003 188.07781354100004 117.38883580790001 15.925372093750001 86.302194445500007 8.4434108459500017 109.72404167800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 6 24 15 11 -10 16 12 -9 17 -15 -7 -11 25 -4 20 23 -22 -23 -20 -6 26 27 29 -28 -14
right_child=-2 2 4 -5 5 7 -8 8 9 10 -12 -13 13 14 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.035591907531947083 -0.020185859631035474 -0.048746028836308464 0.036652203505937272 0.0045656795490817787 -0.04105658389821238 0.057170827786131563 -0.08036538424955525 0.048216460609877304 -0.064508444363805595 0.017892051292894597 0.049701707760531663 0.053478121696983863 -0.00484750229339491 0.081768547152967913 0.0083118207540482276 -0.004964512332758882 -0.048499973394662971 -0.053489452759156675 0.072582325516394944 0.047864138300810578 -0.046028382681406334 -0.027431675363320779 0.047736125097049449 -0.0080562372808463244 0.018686857326411118 -0.036715850341491038 0.083782712327049425 -0.044959878891625456 0.0031808230393387486 0.054987947016245264
leaf_weight=0.0018629886500101519 0.0021476900284503461 0.0015130325545416731 0.0027772528268668059 0.0015571043459500222 0.0013142455184851345 0.0021428228227104986 0.0011908295173664388 0.0022829005715720987 0.0020952716338158974 0.0010206085524941955 0.0012102812771797034 0.0016096600543775699 0.020169397099062791 0.0010322375164832911 0.0018071713788443897 0.0013702624492140103 0.0018249205400211466 0.0012892100659277822 0.0010126077626557636 0.0013955046458775941 0.0028300708491291182 0.0014504640656332057 0.0014331515742913581 0.0013658833316441132 0.001375073645675684 0.0021863602808451779 0.001192722685800617 0.0037869953622604582 0.0027319320204526321 0.0013551950014800687
leaf_count=91 248 90 86 112 21 32 63 28 51 26 27 37 1275 16 108 24 51 48 37 55 55 21 21 24 20 38 20 96 53 26
internal_value=-8.72994e-05 0.000527715 -0.000428391 -0.0217075 0.000572786 -0.00173747 -0.0319483 0.000649562 -0.00183805 -0.0236149 -0.00248897 0.00155796 -0.000650992 -0.00378899 0.0350162 0.0329352 -0.0246871 -0.00715731 0.0105538 0.0029142 -0.00483746 -0.0177887 0.00992658 0.0262745 -0.0105092 -0.00525639 -0.00290377 -0.0076453 0.0276762 -0.00108024
internal_weight=0.0723338 0.0701862 0.0683232 0.00307014 0.065253 0.0529881 0.00388015 0.0491079 0.0455949 0.00615108 0.00405581 0.0394438 0.0378341 0.0355512 0.00283941 0.00351309 0.00284553 0.0327118 0.0122649 0.00948768 0.00809218 0.00571369 0.00288362 0.00237849 0.00268932 0.0314226 0.0292362 0.0253116 0.00392465 0.0215246
internal_count=2900 2652 2561 202 2359 2060 104 1956 1900 155 104 1745 1708 1680 124 56 77 1556 299 213 158 97 42 61 41 1508 1470 1397 73 1301
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=20 20 7 8 21 22 2 8 15 15 16 13 22 7 21 18 5 0 9 6 22 21 21 3 18 23 23 22 13 21
split_gain=8.88512e-05 0.000379314 0.000451219 0.000311459 0.000494144 0.000428404 0.000475292 0.000298769 0.000322668 0.000286178 0.000320429 0.000418589 0.000435818 0.000979368 0.00046467 0.000429266 0.000341018 0.000406244 0.000361433 0.000262902 0.000254394 0.000252463 0.000252199 0.000257958 0.000322369 0.000235797 0.000233007 0.000227758 0.000300142 0.00072466
threshold=42.178283198950005 43.19689381845 22.509653697550004 8.3434888241000014 10.048480919900003 -0.086339999999999986 153.92068653480001 8.4434108459500017 38.842471172100005 46.574831689400007 21.774949080700004 117.38883580790001 -0.077279999999999988 22.862300195000003 7.7850244945500009 12.933745112000002 21.125470787600005 86.103248543850015 198.12670160920004 16.395383075500003 -0.08725999999999999 2.9845679401500003 13.296557277800002 76.220476456350013 17.267778657600005 0.094415000000000013 0.084365000000000009 -0.046474999999999995 101.66942111915002 15.895706283850002
decision_type=2 2 2 2 2 2 2 2 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 5 20 -4 -7 8 21 10 19 -12 13 15 -15 -13 -14 -18 -19 22 -5 -3 23 -1 -25 -8 -9 28 29 -23
right_child=1 7 3 4 -6 6 25 26 -10 -11 11 12 16 14 -16 -17 17 18 -20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.047857507130397575 -0.073787268456447896 0.040526816667320754 -0.030861055257865644 -0.02236151368957337 0.0094854907163236316 0.075752264842447861 -0.031371345639321355 0.0017563375520667464 -0.052279178731049307 -0.04900968866901495 0.05015204359150105 -0.019700715105997166 -0.021145062916671887 -0.086285298324502005 -0.010504335167331716 0.052971328546743114 0.0055464014575041885 0.085046330304958173 0.023892194312210579 -0.046826297274146736 -0.083840872184713255 -0.077227405680237241 -0.049004808393352368 0.00057287093340230072 0.053366381868990759 0.034301550210465985 0.061376350923389313 0.025711374951702771 0.0075555850770858378 0.016406325260353485
leaf_weight=0.0010237304064576588 0.0013028773723110136 0.0016405863427089171 0.002109066358603859 0.0011798230125816822 0.0018443977073776541 0.0012447657620977539 0.001203447584312789 0.0011411427529957061 0.0011087173762147637 0.0010470769784340908 0.0027328875649743614 0.0013042640383673634 0.0014765194439689839 0.0017303531345689294 0.0015198465934105343 0.0021571399833675287 0.0032401627781268871 0.0018760638445201039 0.0019932562270206233 0.0013164512334527525 0.001566946096424271 0.001740961859041437 0.0010447332105293352 0.020971394331054646 0.0012241381101460993 0.0010018612442888042 0.0015403667660249809 0.0022920049455199655 0.0041633898705053518 0.0015736834032759883
leaf_count=369 81 54 93 36 42 33 48 31 37 59 55 28 23 41 17 28 68 29 30 154 61 235 68 665 34 24 32 184 161 80
internal_value=-7.39648e-05 -0.00464294 -0.0183862 -0.011275 -0.0305503 0.00464414 0.0263488 0.00571199 -0.000776339 0.00265302 0.00389341 0.0141032 0.00766318 -0.0114276 -0.0508489 0.0255884 0.0225863 0.0316685 0.0535432 -0.00330303 -0.0574336 0.00422795 -0.000941659 0.00122091 0.00348456 -0.00153646 0.0360045 -0.00186736 -0.0103202 -0.0327732
internal_weight=0.0713121 0.026654 0.0114532 0.0101503 0.00459117 0.00555914 0.00345007 0.0152009 0.0125193 0.044658 0.0436109 0.0180305 0.0152976 0.0067116 0.0032502 0.0034614 0.008586 0.00710948 0.00386932 0.0255804 0.00274677 0.0114106 0.024264 0.0232193 0.0221955 0.00220531 0.00268151 0.00977004 0.00747804 0.00331465
internal_count=2900 1232 418 337 139 198 105 814 751 1668 1609 319 264 114 58 56 150 127 59 1290 97 714 1136 1068 699 72 63 660 476 315
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=3 7 9 21 20 20 20 17 17 20 21 21 12 16 9 16 15 13 5 0 15 20 20 16 20 22 12 20 22 16
split_gain=7.65259e-05 0.000196313 0.000127432 0.000117305 0.000230184 0.000404851 0.000167729 0.000619074 0.000474221 0.000371825 0.000373698 0.000546927 0.000435206 0.000307829 0.000376194 0.000685476 0.000397943 0.000271371 0.000317021 0.000469836 0.000254137 0.000303973 0.00068874 0.000503304 0.000450782 0.000560678 0.000444995 0.000588232 0.000407112 0.000411695
threshold=103.44111502715002 20.234873028950002 66.750324551100007 20.076345264900002 49.110028829250005 47.480720532750006 42.178283198950005 188.31851043910004 185.71388464605002 43.19689381845 6.655069997600001 4.592422409250001 197.02116758845003 15.504963742650002 201.63419974125003 22.574947209950004 38.842471172100005 98.238948544700023 13.697488545350001 99.378854792050006 46.074827201850006 41.134354310300004 40.742467179200005 22.624947093000003 41.289992964000007 -0.053019999999999991 144.78335471795 41.902916368500009 -0.13324 17.484959112600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 17 8 -8 13 11 -11 -12 -9 15 -15 -16 -3 -19 20 21 22 28 24 -23 26 -26 -28 29 -20
right_child=2 3 -4 -5 -6 -7 7 9 -10 10 12 -13 -14 14 16 -17 -18 18 19 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.03267454379560758 0.0066523316765019968 -0.033995591188840019 -0.042391190323276318 0.026432736247752966 -0.04549222967009621 0.051278417370505813 -0.010528488673152354 0.036400123558854039 -0.077990202344983731 -0.002007751935544522 -0.058422814877001489 0.083999154470299417 0.021854401005189223 0.04542118334764448 -0.06926746763288924 -0.036203915252683676 -0.0044183036761001908 0.043035742132075894 -0.078328199209402705 -0.05774313313405053 -0.038153170103910526 0.059662203917469292 -0.049976164982437121 0.053823100712445976 0.053781346815086541 -0.059354131057611351 -0.049006931452797928 0.045358915991134501 0.010947350520990938 -0.0049060276667929094
leaf_weight=0.0018459006884855153 0.0010218579533063437 0.0019955805245038113 0.0011002589980687108 0.0015915845227194572 0.0011446804680331621 0.0014892011276630415 0.0021430204275152192 0.0011278274087636745 0.0020281272225732352 0.0013628034407679466 0.0010199375876718264 0.0016162455380852592 0.001998705417151303 0.0019149879118085522 0.0022331842970793048 0.0022233139408984748 0.0016420477832053137 0.0019576822654139283 0.0010392606071109233 0.001281786197007583 0.0013887876887066488 0.0012624575378943903 0.0025212799538181221 0.0030814944055705951 0.0016007946341574097 0.0014832273877720681 0.0017026328101437116 0.001079310450997184 0.01948663996890377 0.0028802153901494876
leaf_count=91 43 455 205 51 188 74 184 52 68 44 53 38 65 43 82 62 48 71 56 97 68 21 47 60 29 47 41 22 427 68
internal_value=-7.45795e-05 0.000507805 -0.0187754 -0.000387812 -0.00104753 -0.000247112 -0.0014833 -0.00921883 -0.0433302 0.000179621 0.0195275 0.0446542 -0.00526962 -0.0125146 -0.0193989 0.00156788 -0.041789 0.00200993 0.0037725 0.00179184 0.00382539 0.00543866 -0.000316679 0.020054 0.00545615 -0.00620993 0.0117754 -0.0123958 0.00503258 -0.0243741
internal_weight=0.0702648 0.0681427 0.00212212 0.0662968 0.0647052 0.0635606 0.0620714 0.0193102 0.00417115 0.0151391 0.00599769 0.00297905 0.00301864 0.00914136 0.00801353 0.0041383 0.00387523 0.0427611 0.0407656 0.0388079 0.0375261 0.0361373 0.0259274 0.0102099 0.00712842 0.00586597 0.00438274 0.00278194 0.0234061 0.00391948
internal_count=2900 2652 248 2561 2510 2322 2248 739 252 487 200 82 118 287 235 105 130 1509 1054 983 886 818 598 220 160 139 92 63 551 124
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=10 10 13 13 16 19 6 6 19 22 9 12 22 21 10 0 3 22 15 16 6 10 3 20 16 20 13 8 5 5
split_gain=7.6544e-05 0.000239502 0.000371053 0.000217015 0.000194059 0.000344942 0.000212715 0.000604458 0.000408317 0.000436561 0.000336382 0.000331664 0.000145214 0.000295045 0.000205482 0.000274102 0.000352115 0.000364977 0.000646027 0.000236845 0.000628625 0.000492606 0.000869975 0.000539086 0.000262383 0.00048489 0.000481284 0.000472736 0.00044366 0.0005211
threshold=89.912793714750009 84.906884675850009 95.870416931800023 96.607054459550014 13.534968349350001 11.850956171350001 13.665319288000001 13.775321858200002 13.351077205700003 0.049235000000000008 193.75542554275003 211.56805207830004 -0.50001499999999999 3.5596964648000005 75.465019721650009 93.972365491700018 84.968719212850019 -0.054494999999999995 28.321365561200004 19.214955067100004 15.365359009150003 66.697957758300021 89.227236891450005 38.175120519550006 20.784951395750003 38.115457128050004 116.20860268865 8.543332867800002 20.206488238950005 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 -1 -4 -5 -6 8 -8 9 10 -7 -10 13 -9 15 19 17 18 -17 20 -14 22 -21 -23 -24 27 -27 -26 -28 -30
right_child=-2 -3 3 4 5 6 7 12 11 -11 -12 -13 14 -15 -16 16 -18 -19 -20 21 -22 23 24 -25 25 26 28 -29 29 -31
leaf_value=-0.043017728651024156 -0.02745329759220283 0.035720488188546347 0.046684517583470017 -0.039026224004166658 0.044058471455828169 -0.028949234629296217 0.06606824769155499 -0.059277937805009451 0.044818120076348562 0.010499721992201923 -0.10000464987128642 -0.029452690335365486 0.066009482994933213 0.01256428715043598 0.036730702084585426 -0.089791144643870002 -0.063971363224490693 0.020532242223877888 0.0068317787748910595 0.062888480467942862 -0.026940205177819684 -0.0037683066478080719 -0.033788706141866444 -0.090130306597043949 0.076582676599722802 -0.062847618229767366 0.059696700179491136 0.0012139668656594585 -0.035696645882466321 0.0039627710333825098
leaf_weight=0.0020059753464948945 0.0010064005563477215 0.0018598309957016937 0.0010082844154670747 0.0012538286274528373 0.001782973255847419 0.0015076159187612506 0.0014112852683894053 0.0011937084446600457 0.0014557658431328946 0.0012826020262255433 0.0011938384898249055 0.0010243255552424557 0.0018561103318130981 0.001096968193543546 0.0015487486275986831 0.0011493921748950697 0.0013815506211329875 0.002506295935745583 0.0017387839724722909 0.0023380674956570138 0.0011967285441847053 0.0018146747307810065 0.0021756262620653546 0.0012012537410619473 0.0016338849679868863 0.0012490874437389712 0.0012150475915291272 0.0016961477456334251 0.0039178596265614365 0.021461559486793888
leaf_count=232 360 181 44 113 60 125 33 45 42 82 116 59 47 35 34 39 74 43 85 41 192 27 78 51 29 24 22 33 64 490
internal_value=-7.62008e-05 0.000328042 -0.000664808 0.000656646 -7.67053e-05 0.000710593 -0.000572263 0.00148773 -0.0177117 -0.0375413 -0.0603504 0.0141428 -0.000252561 -0.0248739 0.000873607 -0.00027066 -0.0189264 -0.00739023 -0.0316207 0.00275674 0.0295727 0.000641539 0.00392121 -0.0381666 -0.000212907 0.00213037 -0.00218273 0.0381937 0.000666572 -0.00215951
internal_weight=0.0691642 0.0681578 0.066298 0.064292 0.0632837 0.0620299 0.0602469 0.0537828 0.00646415 0.00398406 0.00270145 0.00248009 0.0523715 0.00229068 0.0500808 0.0485321 0.00677602 0.00539447 0.00288818 0.041756 0.00305284 0.0387032 0.0356873 0.00301593 0.0333492 0.0311736 0.0278436 0.00333003 0.0265945 0.0253794
internal_count=2900 2540 2359 2127 2083 1970 1910 1486 424 323 241 101 1453 80 1373 1339 241 167 124 1098 239 859 781 78 740 662 600 62 576 554
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=2 5 10 21 5 18 7 18 10 16 22 22 5 6 23 8 8 20 5 20 7 9 15 5 5 10 13 6 6 5
split_gain=7.70355e-05 0.000150183 0.00039001 0.000132176 0.000172039 0.000167318 0.000280011 0.000244394 0.000199196 0.000322866 0.000182728 0.000180408 0.00024851 0.000175844 0.000412929 0.000163125 0.000276983 0.000171625 0.000295406 0.000209544 0.000536341 0.000606606 0.000573796 0.000489775 0.000415227 0.000339608 0.000557648 0.000432935 0.000341182 0.000341325
threshold=357.36576196840008 29.040033326300005 60.474177186300004 18.904039828500004 7.7286379265000011 16.671733559250004 26.565321014450003 16.402557800150003 78.220689305400015 15.054964794950001 -0.078219999999999998 -0.58350999999999986 17.708776378750006 13.400313096150002 0.086945000000000022 7.943800736700001 8.0437227585500022 43.411469133450005 21.269675393700002 42.178283198950005 23.399310583750005 201.63419974125003 38.842471172100005 24.437854605800002 21.377246852200006 64.434276012450013 117.38883580790001 16.355382140900002 16.505385645700006 21.125470787600005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 12 -11 14 -13 -15 -17 19 -19 23 24 -22 -23 25 -21 26 -18 -28 29 -29
right_child=-2 -3 3 -5 5 6 10 -9 -10 11 -12 13 -14 15 -16 16 17 18 -20 20 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.061752483943461382 -0.024775363517313857 0.025197829662441929 -0.035698998892174059 0.026865633854370182 -0.042153477039713533 0.052400459936410661 -0.023150749117917716 -0.046173891166411123 0.028358017520371231 0.063371319692573161 0.030155132991632694 -0.069320376138314363 -0.0053934520752280373 0.027292454652735151 0.010239667761267999 -0.042912884527214951 0.062085506557506547 -0.01115062852779446 0.045850523954954502 0.013736658617545472 0.056646691954624233 -0.05920709003838566 0.026890593618452377 -0.06287313335846284 -0.060620371071119977 -0.006148329623227272 -0.041261561337094861 -0.014200762775060946 -0.0056681490752955935 0.042149388956842192
leaf_weight=0.0010238846400977821 0.001240073534366711 0.0023523307996224921 0.0013450296539935782 0.0018408753779013401 0.0018659385948948592 0.0016136422241705963 0.0015138621364941263 0.0011719551361721861 0.0023663166874976485 0.0010478750061793099 0.0011179575683060994 0.0012035425486525133 0.0010543344852713687 0.0021501084443871213 0.0014244592338812367 0.001516319379256891 0.002200954195203054 0.0016043743551676917 0.0020982350254827864 0.0010021883748549953 0.0016525953493555789 0.0016312223476067089 0.0014730749178797353 0.0010999475586999088 0.0029963613986455015 0.013831551542639708 0.0015890995637732894 0.0013755796217083116 0.0047502168933775124 0.0049181039139467586
leaf_count=157 99 148 460 66 178 68 145 60 122 25 75 102 28 98 63 54 42 39 45 17 27 55 35 54 107 323 22 20 88 78
internal_value=-7.91957e-05 0.000379044 -0.000526389 0.000461519 -0.00032736 0.000462022 0.0196023 -0.000988405 -2.29891e-05 -0.00130254 -0.000507209 0.000203293 0.0288833 -0.00103937 -0.0261963 0.000401309 -0.000920572 0.000587444 0.0211514 -0.00138915 -0.0149881 0.00770377 -0.0183514 0.00261096 -0.0419837 0.0051237 0.015634 0.00754113 0.0145633 0.0298332
internal_weight=0.068072 0.0668319 0.0644796 0.0634557 0.0616148 0.0602698 0.00424546 0.0560244 0.0548524 0.0524861 0.00263182 0.0506201 0.00210221 0.0485179 0.002628 0.0458899 0.0437398 0.0422235 0.00370261 0.0385209 0.00875544 0.00475689 0.0031043 0.0297655 0.00399855 0.0286655 0.014834 0.012633 0.0110439 0.00629368
internal_count=2900 2801 2653 2496 2430 1970 288 1682 1622 1500 220 1322 53 1269 165 1104 1006 952 84 868 241 117 90 627 124 573 250 208 186 98
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=0 23 16 2 6 16 13 17 16 6 0 17 15 10 15 10 3 16 16 0 19 16 9 21 16 21 18 0 6 8
split_gain=7.37097e-05 0.000287141 0.000257517 0.000406165 0.000384926 0.000263562 0.000317242 0.000624075 0.000332785 0.000355141 0.000481392 0.000320471 0.000316764 0.000271954 0.000576484 0.00026815 0.000318861 0.000511396 0.000676682 0.000489503 0.000260814 0.000567868 0.000537777 0.000352325 0.000403274 0.000256219 0.000324372 0.000364268 0.000264947 0.000413376
threshold=86.530713386650021 0.12064000000000002 22.604947139800004 167.29597799085005 15.365359009150003 22.554947256700004 115.02030419500001 196.91396350930003 20.854951232050002 15.785368822600002 90.662873533100012 202.72018094520004 33.349666957650008 68.214248143850014 33.551906023850009 68.961639504150014 86.302194445500007 19.559954260300003 18.984955604900005 94.047642319350018 12.851036860900001 18.714956236300004 187.38923140910003 5.7942671277000013 17.844958270700005 3.2821610579500002 14.804191144800003 97.900202820250016 14.185331438000002 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=1 -1 5 -4 -5 6 8 -8 9 13 -11 -9 -10 14 -2 -15 17 18 19 -17 25 22 -22 24 -24 28 -27 -28 29 -21
right_child=2 -3 3 4 -6 -7 7 11 12 10 -12 -13 -14 15 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0016106857921854162 -0.064859032083140852 -0.045476873286843821 -0.021821370646721003 -0.010548257954524094 0.060574836524391655 -0.036184663210579747 0.090025085903061089 -0.042014749362605623 -0.079205666657184801 0.074992170382048182 -0.014722202677417091 0.036441187145781762 -0.0017563520206715537 0.048787492306063496 0.021197149181380756 0.066522080627904295 -0.047810938803560195 0.069648646821656626 -0.068265799258891188 0.038442936906280277 0.030827081849403526 0.037537633786638429 -0.075222694014669245 -0.093007293008201361 0.0070693228173047754 -0.041413486396296585 0.04717164566315641 -0.0052972929781719136 0.067526253833630076 -0.030861844683175568
leaf_weight=0.020788396954321491 0.0018899216956412201 0.0016076249128440861 0.0014480383197223992 0.001059891286381287 0.0026979393361727944 0.0019650902182490873 0.0011610143865254932 0.0010070717512462579 0.0010402180028847843 0.0014347717733471646 0.0010256607667002982 0.0010778949933332171 0.0010726055311351956 0.001142096663272695 0.0013236196977004511 0.0011543974866641262 0.0013622530392862755 0.001065499258061208 0.001412811182733619 0.0023108339703419413 0.00100289081017113 0.0014365216425034077 0.0010580618607303194 0.0013279551066438522 0.0013621640098175902 0.0017506627553722787 0.0016976409270939019 0.0059985876347581311 0.0011550010235623631 0.0013713875084147009
leaf_count=785 95 58 20 29 51 34 14 14 22 29 28 26 20 30 21 37 72 22 57 300 47 51 76 109 62 114 53 518 14 92
internal_value=-7.49655e-05 -0.00475948 0.00226622 0.0231756 0.0405147 -0.000482092 0.00138177 0.0312658 -0.00143845 0.00107794 0.0375937 -0.00145426 -0.0398874 -0.00193472 -0.0294135 0.00138389 -0.000742004 0.00191808 -0.00121431 0.0031661 -0.000406541 -0.0175562 -0.0342142 -0.0516171 -0.0289067 0.00702233 -0.00256135 0.00627635 0.0257389 0.0126314
internal_weight=0.0672085 0.022396 0.0448125 0.00520587 0.00375783 0.0396066 0.0376415 0.00324598 0.0343956 0.0322827 0.00246043 0.00208497 0.00211282 0.0298223 0.00321354 0.0266088 0.0254667 0.0241044 0.0230389 0.0216261 0.0204717 0.00618759 0.00475107 0.00374818 0.00242023 0.0142841 0.00944689 0.00769623 0.00483722 0.00368222
internal_count=2900 843 2057 100 80 1957 1923 54 1869 1827 57 40 42 1770 116 1654 1624 1552 1530 1473 1436 345 294 247 138 1091 685 571 406 392
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=9 22 9 13 0 18 0 9 0 5 16 15 16 0 10 16 2 13 10 20 13 20 12 10 5 10 5 9 17 23
split_gain=7.37216e-05 0.000227311 0.000206131 0.000204179 0.000210531 0.000184004 0.000130599 0.000368718 0.000351861 0.000216717 0.000286615 0.000239166 0.000480139 0.000262009 0.000745813 0.000227067 0.000619451 0.000612038 0.000704434 0.000476768 0.000326035 0.000354568 0.00030805 0.000267256 0.000506971 0.000384582 0.000471079 0.000615907 0.000368441 0.000325292
threshold=38.559541491950007 -0.15818499999999999 44.114531459200009 95.870416931800023 107.15656416340002 17.327266398450003 98.851916998450022 191.40721473735002 101.23657936015002 16.579584939650001 15.644963415300001 23.516184833950003 14.614965823850001 96.055920542800024 71.090898343450007 19.214955067100004 159.92742394165003 112.82921081865001 66.318885161900013 38.175120519550006 113.92610173585001 36.82350895510001 105.35624869990001 64.434276012450013 20.102686929350003 62.837331883000012 21.042547594650003 197.19111486365003 188.73286619890004 0.12064000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 9 -8 -9 10 -5 12 -11 14 15 16 22 19 20 -17 -19 -22 -13 24 -23 26 27 28 -26 -28
right_child=2 -3 3 5 -6 -7 7 8 -10 11 -12 13 -14 -15 -16 17 -18 18 -20 -21 21 23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.015781418495615439 0.042068484260446293 -0.046380010232093434 -0.06257900995601226 0.042832209596367715 0.00024010634897953924 0.03204255385086497 0.03359683891223144 -0.073917458910489911 -0.0029726284220596977 0.020157485131121197 -0.01356087034804397 -0.00035965231865395583 -0.062542311464557618 0.030908246698354864 -0.072765825718772575 -0.013277141624806097 -0.034084693598144561 -0.053637027854827227 0.065548227821915439 -0.090559784183810291 0.048107737866621224 0.071080408604525733 0.065630777786864006 -0.043095246663177308 -0.048274366100089686 0.04107401937861143 0.0044153317162473503 -0.089897103385390809 0.026433449589779237 -0.044159505259416865
leaf_weight=0.0011017631519754535 0.0011751676082702991 0.0012622228541051385 0.0010479718056358419 0.002634089698329233 0.0010867212186931752 0.0018359459851353668 0.0010169065050962258 0.0013325088523545858 0.0014706310028423375 0.0011927748590215967 0.0013699964386093555 0.0010171847246738244 0.0017063322635794687 0.0027710040624633328 0.0013944419144102929 0.0022169062378338813 0.0013814091697476605 0.0011059814301006545 0.0017099906699513659 0.0012474282698615724 0.0015590035015726747 0.001004979360914148 0.0023226575803376726 0.0014230871770450895 0.0012138015608798005 0.002004279451373491 0.021225806113813084 0.0013837190397936183 0.0014472381490122643 0.0014744054676982246
leaf_count=120 84 300 173 62 198 54 39 105 99 104 81 49 148 69 101 40 109 18 32 58 60 24 89 25 19 47 493 28 23 49
internal_value=-6.80732e-05 -0.017409 0.000574738 -0.000204244 -0.0305993 0.000868885 -0.000107347 -0.0179847 -0.0366972 0.00113872 0.0235373 -0.000626672 -0.0285173 0.00106127 -0.000771259 0.00152406 0.0222371 -0.000982353 0.00292732 -0.0411049 -0.000236802 0.0015673 0.0455327 -0.000759928 0.00126489 -0.00117563 -0.00434184 -0.0357827 -0.00764363 0.00126034
internal_weight=0.0661364 0.00236399 0.0637724 0.0625972 0.00213469 0.0604625 0.0586266 0.00382005 0.00280314 0.0548065 0.00400409 0.0508024 0.00289911 0.0479033 0.0451323 0.0437379 0.00472125 0.0390166 0.0355523 0.00346433 0.0338423 0.0327363 0.00333984 0.0311773 0.0297542 0.0287492 0.026745 0.00404476 0.00266104 0.0227002
internal_count=2900 420 2480 2396 371 2025 1971 243 204 1728 143 1585 252 1333 1264 1163 247 916 818 98 786 768 138 708 683 659 612 70 42 542
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=7 18 5 18 3 21 23 18 10 18 23 18 18 23 7 6 5 21 22 22 21 16 23 16 6 22 2 9 9 15
split_gain=8.26058e-05 0.000333334 0.000340174 0.000285526 0.000295962 0.000458431 0.000327563 0.000469848 0.000291738 0.000790395 0.000279909 0.000260185 0.000320162 0.000252306 0.000294991 0.000309053 0.000463856 0.000405325 0.000270212 0.000419949 0.000411094 0.000352866 0.000349712 0.000511282 0.000621793 0.000379227 0.000301264 0.000288428 0.000578635 0.000454376
threshold=22.726915405250001 13.24392582145 22.000536998450006 13.3584252364 92.913112988300014 1.8462237188500004 0.11308000000000003 13.482409244300003 62.046925192600007 13.583580954200002 0.092290000000000025 14.339258036900002 13.386548691950003 0.094625000000000029 23.633329316050006 14.755344756250002 15.210950700600003 3.5596964648000005 0.072320000000000023 0.048530000000000011 0.73131419490000016 22.614947116400003 0.093295000000000031 22.494947397000004 16.245379570700006 -0.22089 71.847610775600018 206.08249486475003 213.24207352880003 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=11 2 -2 10 6 -6 7 -5 9 -7 -3 12 -1 18 -15 16 -16 -17 19 21 -20 22 23 24 25 -9 -27 29 -29 -28
right_child=1 3 -4 4 5 8 -8 13 -10 -11 -12 -13 -14 14 15 17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0071712968688437979 -0.0054306135035027733 -0.0015019895703332663 -0.068212340430516341 0.065162203314427999 0.030359941698808096 -0.070412623109570013 0.033559220160518849 -0.057017525063066614 -0.074419463432778887 0.035548253204688816 0.058217597525420717 0.048685949329919077 -0.037497518347710472 -0.066415004391956328 0.0073524334844588275 0.060597137312983121 -0.076401197232155882 -0.016773842084287279 -0.076671195186206201 0.062606049400565203 -0.00041208678057618728 0.043198759080503274 0.041967917754770767 -0.057554852375607757 0.058211277632870463 -0.042781295302935715 0.03128543991025725 -0.073631552318063967 0.012018775312463084 -0.02806888326671176
leaf_weight=0.014789534676040245 0.0020575255550404617 0.0015283557764327318 0.0014866228069770615 0.0010199149737673057 0.001227859878099479 0.0014769213689618255 0.0028840725921326421 0.001410452361668489 0.0015054783744426481 0.0013451102410577676 0.0016133209710247343 0.001305822069841144 0.0017998490347708581 0.0011760932946600616 0.0012746270447821723 0.0010559372791387744 0.0013741757245559483 0.0018872164149286164 0.0010723974067259152 0.001194284890113812 0.0020740890086910768 0.0018469215185632484 0.0015991158031362076 0.0017848714083079633 0.0015885105076449699 0.0015783973399019465 0.0050386493399355217 0.0012517021964357777 0.0021326715509616331 0.0017334939024342688
leaf_count=617 33 31 71 15 28 43 131 175 48 36 25 79 144 22 124 20 100 34 71 53 153 44 50 41 35 41 367 86 117 66
internal_value=-7.77369e-05 -0.00227044 -0.0317649 0.00012301 -0.00212804 -0.0235694 0.00127742 -0.00162357 -0.038871 -0.0199068 0.0291653 0.00570798 0.002325 -0.00381565 -0.0208917 -0.0113174 -0.0360982 0.0109851 0.000939304 0.00500528 -0.026403 0.00155962 -0.00268504 -0.00700772 -0.000884405 -0.00802564 -0.00213716 0.00417923 -0.0196588 0.0160923
internal_weight=0.065114 0.0472188 0.00354415 0.0436746 0.040533 0.00555537 0.0349776 0.0320935 0.00432751 0.00282203 0.00314168 0.0178952 0.0165894 0.0310736 0.00676805 0.00559196 0.0026488 0.00294315 0.0243056 0.0211591 0.00314649 0.0199648 0.0181179 0.0165187 0.0147339 0.0131454 0.0117349 0.0101565 0.00338437 0.00677214
internal_count=2900 2060 104 1956 1900 155 1745 1614 127 79 56 840 761 1599 300 278 224 54 1299 1075 224 1022 978 928 887 852 677 636 203 433
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=9 22 9 23 9 20 8 0 8 4 23 9 9 5 3 10 7 12 17 20 2 12 23 4 20 23 7 17 18 22
split_gain=7.37797e-05 0.000195245 0.000176584 0.000260315 0.000159925 0.000285071 0.000275825 0.000352991 0.000216643 0.000272326 0.000430467 0.000167514 0.000217473 0.000413687 0.000223209 0.000341099 0.000268663 0.000241078 0.000521367 0.000525164 0.000473727 0.000453325 0.000470131 0.000401738 0.00032723 0.000341244 0.000298358 0.000524224 0.000349712 0.000469558
threshold=38.559541491950007 -0.15818499999999999 53.944017839150007 -0.17732499999999998 63.748083991300007 47.001379125850008 4.9461400813500012 103.44649194340002 7.943800736700001 201.71351478465002 0.088670000000000013 181.61255275325001 186.67271206880002 21.446355970350002 93.862138708350017 61.928633034850002 22.597569836950004 114.86856072930001 181.49225329600003 38.512991772500008 68.519383356500015 148.24135922650004 0.088395000000000015 220.3182238473 39.685256516350002 0.098005000000000023 23.102607264700001 190.94194574995001 13.713893333650001 -0.081474999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 -8 -11 -10 13 -13 16 -16 -14 18 -18 20 -20 22 -19 -23 -24 -26 27 -25 29 -28
right_child=2 -3 4 -5 5 -7 7 -9 11 10 -12 12 14 -15 15 -17 17 21 19 -21 -22 23 24 26 25 -27 28 -29 -30 -31
leaf_value=0.013575472566350347 0.061956846289881663 -0.044620750890351994 -0.033334635098597985 -0.0029920071597744728 -0.04250358775679431 0.039482441909416986 0.056315932508411971 -0.05179632074186611 -0.040836306918082772 0.036644843834640881 -0.035745657577753477 -0.012266747662870121 0.031916564135240993 0.054273543196381183 -0.0026280817314562675 -0.062017456268840469 0.03939809862023845 0.060765657347165984 -0.046104473199688467 -0.060988735085629964 0.03885274432715282 -0.065306479690112745 0.037703490829638947 0.015198710118853466 -0.05709358605850056 0.016723374914122287 -0.004996514608597272 -0.070962304705975393 -0.0059818989018741841 0.051287113613452652
leaf_weight=0.0010760359423637273 0.0011359661549874278 0.0012417700287318638 0.0014493620729699166 0.0013510359833276827 0.0015539601371356284 0.0017987552330710468 0.0015409534728165744 0.0012738993046357621 0.001011105291507163 0.0019107944910961572 0.0014408610410754363 0.0017438696254430388 0.002570225516185686 0.0020127127759419494 0.0027548552487757219 0.0014902186666577583 0.0012676282412371611 0.0023928951682838919 0.0011955790785123099 0.0029112011572465235 0.0014551998603238303 0.0010314104110875624 0.0018336955089317541 0.0012980734113943173 0.0011778213033011298 0.0013373224455008881 0.002957170775744089 0.0015485569627022855 0.013314644552086363 0.0029719209941703175
leaf_count=120 48 300 96 156 327 70 40 254 25 73 85 28 44 42 96 107 23 51 30 90 37 16 52 36 29 29 45 32 453 66
internal_value=-8.76411e-05 -0.0176033 0.000570009 0.0266741 -0.000525801 0.000296962 -0.000961777 0.000223954 0.00147034 0.0215215 0.00552451 -0.000561779 0.000299784 0.0233844 -0.00169338 -0.0234765 0.000661773 -0.00152752 -0.0184771 -0.0316674 0.000534546 0.00234875 0.0251658 -0.00430413 0.0055774 -0.0178445 -0.0014559 -0.0316726 0.00301391 0.0232153
internal_weight=0.0640495 0.00231781 0.0617317 0.002487 0.0592447 0.0577953 0.0559966 0.0544426 0.0531687 0.00489261 0.00335166 0.0482761 0.047265 0.00375658 0.0435084 0.00424507 0.0392633 0.0366931 0.00682961 0.00556198 0.00265078 0.0298635 0.00674173 0.0231218 0.00434884 0.00251514 0.0220904 0.00284663 0.0192437 0.00592909
internal_count=2900 420 2480 204 2276 2180 2110 1783 1529 198 158 1331 1306 70 1236 203 1033 989 180 157 67 809 161 648 110 58 632 68 564 111
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=19 5 17 7 13 16 13 13 17 17 9 9 23 23 6 22 17 17 17 20 22 22 20 5 13 18 22 22 16 9
split_gain=8.13948e-05 0.000192674 0.000106874 0.000450374 0.000328185 0.000429052 0.000505671 0.000331155 0.000276853 0.000249031 0.000205044 0.00023697 0.00015257 0.000383341 0.000470348 0.000247365 0.000335698 0.000333745 0.00030689 0.000260235 0.000371992 0.000439154 0.000359426 0.000319346 0.000300986 0.00028118 0.000614539 0.000675819 0.000317688 0.000266161
threshold=14.651182102100002 22.334016245700003 201.37020668845003 23.903127120600004 117.38883580790001 18.684956306450005 103.58091484995002 101.53768667075001 237.45530840880002 200.23903127160003 207.97320095065001 214.57164835430004 0.091545000000000029 0.088565000000000019 16.015374196650004 -0.24103499999999997 197.84582410835003 185.98603786385004 196.65693750130004 35.818873074050011 -0.121865 -0.09715 46.177190236600005 22.073674782200005 117.57971633515002 14.616109407550001 -0.082509999999999986 -0.073724999999999999 13.534968349350001 63.748083991300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -4 5 6 7 8 -5 12 -7 -12 13 15 -15 17 18 -1 19 -17 22 -22 23 -21 25 26 -23 -28 -27 -24
right_child=1 -3 3 4 -6 10 -8 -9 -10 -11 11 -13 -14 14 -16 16 -18 -19 -20 20 21 24 29 -25 -26 28 27 -29 -30 -31
leaf_value=-0.074790867984866213 0.049064235928065976 -0.0084758394552793149 -0.060729708472772308 -0.04293522072125263 -0.053841395017482224 0.046716803002006958 -0.078396837901992825 0.047262339586982595 0.020707001450963158 0.039685031571681101 -0.02719265537810191 0.033091226440349515 0.0068805957998107296 0.0050814546203908195 -0.07113145749531935 0.05235835190777486 -0.037641121966815336 0.0046789481475767569 0.055277618136511733 0.074183160485390504 -0.064210669727041744 -0.088358901249590949 -0.030620022856346813 0.0048660706647234804 0.023433664058523724 -0.027274318174474274 0.058395591007531701 -0.034550720736588568 0.041932085366928079 0.027542895923947604
leaf_weight=0.0010067387958783798 0.0010855677163590363 0.0012544007502186538 0.0014849306732690479 0.0017508574380018099 0.0011011982757276337 0.0022727746475865729 0.0010554739261703361 0.0010621226565703523 0.0011212723412914183 0.0016365994255707747 0.0011947770975027083 0.0014355128655338945 0.019059284491455525 0.0014706036561878749 0.0018020456239149496 0.0010249591937038878 0.0018890261833440078 0.0011123585502505126 0.0012096136964334639 0.0017054256470889683 0.0013075613604629993 0.0012450766085501056 0.0016047583357008399 0.0010890536631253944 0.0031059467474796598 0.00115362078587388 0.001105871874914394 0.0026735208360700565 0.0015605935138163218 0.0015435407182937122
leaf_count=146 22 39 56 278 31 57 86 35 82 64 37 46 601 82 53 115 88 59 38 66 46 42 141 50 84 133 18 185 59 61
internal_value=-8.32916e-05 0.0182184 -0.000787828 -0.00903777 -0.00205587 0.00370854 -0.0169353 -0.000446555 -0.0180895 0.00134338 0.0247173 0.00570801 -1.18039e-06 -0.00475164 -0.0368843 -0.000430814 0.00268268 -0.0330755 0.00642957 0.00333922 0.000562617 -0.00946402 0.0210658 0.0471692 -0.00286309 -0.0134174 -0.0274273 -0.0073541 0.0125173 -0.00210404
internal_weight=0.0631251 0.00233997 0.0607851 0.0124789 0.010994 0.00989279 0.00498973 0.00393425 0.00287213 0.0483062 0.00490306 0.00263029 0.0466696 0.0276103 0.00327265 0.0243377 0.0222186 0.0021191 0.0203295 0.0191199 0.018095 0.0121522 0.00594278 0.00279448 0.0108446 0.00773868 0.00502447 0.00377939 0.00271421 0.0031483
internal_count=2900 61 2839 708 652 621 481 395 360 2131 140 83 2067 1466 135 1331 1126 205 1038 1000 885 567 318 116 521 437 245 203 192 202
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=12 2 8 8 6 16 16 5 5 8 5 3 13 16 6 3 13 0 18 7 23 12 16 10 13 20 21 20 22 20
split_gain=7.49835e-05 0.000282526 0.000111009 0.000298251 0.000228189 0.000125978 0.000162517 0.00013107 0.000477755 0.000450239 0.000412817 0.000398636 0.000293791 0.000355913 0.000297985 0.000358409 0.00056707 0.000266372 0.000243031 0.000414692 0.000300768 0.000235965 0.000225747 0.000618034 0.000377986 0.000303039 0.000218063 0.000312467 0.00065169 0.000501533
threshold=72.692757749350008 59.615984903700003 8.8430989333000021 8.7431769115000026 18.080422446150003 22.724946859200003 22.684946952700002 20.717225865800003 21.197160116700001 8.3434888241000014 20.361635946650004 88.918064206450012 115.25151159420001 20.674951653000004 15.365359009150003 86.302194445500007 109.57886493895002 89.738043936200015 14.752187928300001 24.029932718600005 0.088005000000000014 323.71033162625002 18.634956423400002 75.28220456885002 104.02719889955002 38.828362408050005 7.7850244945500009 43.812290675100009 -0.081474999999999992 41.495754733000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 7 10 9 -9 12 -10 13 14 15 16 18 21 19 20 -3 26 23 -20 -25 -24 27 28 -13 -30
right_child=1 2 4 -5 -6 -7 -8 8 11 -11 -12 17 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.021367768427592207 -0.0463431372842487 -0.028974106240581506 -0.041152783855004454 0.041343485762650387 0.015264138889933035 0.028071955115913313 -0.037487793066567139 -0.0060395339083776541 -0.058708445613821936 -0.07468192744342371 0.054829804162608235 -0.048310070851528074 0.050246281363656997 -0.056074661187266998 0.054599451650228427 -0.043537203571409729 0.068422816825430388 0.054283078076921634 -0.068052678630996399 -0.063475307187681615 0.039363799011796957 -0.044504368929430729 -0.00030351634332172536 0.0009425946651603986 0.061900758651221771 0.071441159727149192 0.015703357399364761 0.029546843316328633 0.051651130061453401 -0.021865947081836382
leaf_weight=0.0015871513682981222 0.0013236682782915557 0.001421325441043563 0.001780580688301856 0.0018062313828011147 0.0012001535226116022 0.0015574007090890509 0.0011795176152316058 0.0020764720128241257 0.0010676641831228731 0.0017701607913807038 0.0015552360352977237 0.0033558879860452716 0.0011932071628848453 0.0011032168741849082 0.0010314154338288964 0.0017719521267753882 0.0012568349242201285 0.0010013151868406558 0.0012185115003133804 0.0015414482308813149 0.0011776505271903354 0.0010589958558185333 0.0012554448242241287 0.010669753513500607 0.0011244116638380328 0.001108614008799691 0.0083910383678502259 0.0018771113446226853 0.0017395305608149982 0.0019889404798668353
leaf_count=36 49 103 65 46 74 36 37 53 81 34 42 184 29 31 24 93 22 22 111 91 30 65 34 1004 31 27 239 65 52 90
internal_value=-8.8782e-05 -0.000650708 0.000369562 0.00136528 -0.0184373 4.01568e-05 -0.000784557 5.19069e-05 -0.00529165 -0.0376277 0.00479117 0.000781685 0.00178342 -0.000559563 0.00203806 -0.000366476 0.00331584 0.00405352 -0.000876813 -0.0223815 0.00199123 0.00132177 0.00491365 -0.000250816 0.00675412 0.0333408 0.00411846 -0.00672901 -0.0163409 0.0124337
internal_weight=0.0621908 0.0606037 0.05928 0.0562993 0.00298073 0.0544931 0.0529357 0.0517561 0.0243271 0.00384663 0.027429 0.0204805 0.0258738 0.0246806 0.0235774 0.0225459 0.020774 0.0194128 0.0195172 0.00414042 0.00259898 0.0184115 0.0153767 0.0130127 0.0117942 0.00236406 0.0173525 0.00896147 0.00708436 0.00372847
internal_count=2900 2864 2815 2676 139 2630 2594 2557 885 87 1672 798 1630 1601 1570 1546 1453 717 1431 224 133 695 1207 1146 1035 61 630 391 326 142
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=5 5 2 5 22 10 22 3 19 10 22 22 6 23 23 13 22 21 5 15 22 22 7 23 22 16 22 7 23 21
split_gain=7.0784e-05 0.000245605 0.000270408 0.000206286 0.000341095 0.000309293 0.000152132 0.000391391 0.000131813 0.000164516 0.000114868 0.000507868 0.000495434 0.00034575 0.000246949 0.000513017 0.000239183 0.000554829 0.000289937 0.000273732 0.00023071 0.000399586 0.000263556 0.000525041 0.000416794 0.000416826 0.00043704 0.000416185 0.000544421 0.00027655
threshold=23.606333875400001 22.963361893800002 158.68292856370002 25.556820288350004 -0.094344999999999998 61.93938686740001 -0.081169999999999992 103.44111502715002 14.651182102100002 61.86411003975001 -0.024989999999999998 -0.033594999999999993 16.455384477450004 0.11467000000000002 0.098200000000000023 117.62810858150002 -0.11911999999999999 3.3208308644500009 21.564786815050002 32.393814985100008 -0.062629999999999991 -0.072569999999999982 24.052187734100006 0.090390000000000012 -0.081474999999999992 22.554947256700004 -0.23771499999999998 24.785467646950003 0.084535000000000013 5.5487347714000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -2 -6 7 -5 9 -1 11 14 13 -12 20 16 17 -16 19 -18 21 22 23 24 25 26 -11 28 -24 -27
right_child=3 2 -4 6 5 -7 -8 -9 -10 10 12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 27 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.039156183348940582 -0.073301153592061782 0.053980956132244441 -0.0029164593991070336 0.049437831023109953 0.037367703924048694 -0.032055441434204641 -0.027448903889764287 -0.018558233813180561 0.030800754945641634 -0.042564896450610304 -0.010326312985563198 0.067021733391871549 -0.073437984546469534 0.041105148251528889 0.052427935570547327 0.049532385969391128 -0.025170769054580457 -0.040025836162778022 -0.0054232711850775283 -0.092344960526208789 0.030311146466525125 -0.05959787682582679 0.01453200640895139 0.045804041843389653 0.057800805686878592 -0.061150234288478558 0.027845668226116095 0.0046634903171168295 -0.074692631268318807 -0.0039143119838185676
leaf_weight=0.0011248074065688595 0.0010787387240629442 0.0017906433070788976 0.0015655850623623735 0.0017380941816083073 0.0010025433031133346 0.001783195599515619 0.0010371749290331855 0.0016503085428767328 0.0013089453153725108 0.0011445114719100969 0.0084716380008242297 0.001172234414950373 0.0010881260241193411 0.0015455493154850593 0.0010729930675534224 0.0010358634472140693 0.0010826393751117358 0.0016430362732126197 0.0013703791112718022 0.0013797026676769519 0.0030809439933538975 0.0010329347103797395 0.0011134778586949787 0.0036071372230668244 0.0011369475523679276 0.0017675934409453475 0.0038367955108575894 0.0072184739474677297 0.0017723965406853393 0.0016159388869709801
leaf_count=37 82 39 49 80 35 103 143 151 28 98 523 48 37 45 38 12 91 61 24 38 75 40 62 63 17 29 154 601 73 24
internal_value=-8.53131e-05 0.00125922 0.0274399 -0.00867783 -0.0255587 -0.00707115 0.00606282 0.0163206 -0.000511497 -0.00135982 -0.000458905 0.00227816 -0.00935233 -0.00239097 0.000104262 -0.01586 -0.0262035 -0.0035011 -0.0422915 -0.0628099 0.00453511 0.00125977 0.00396779 0.0133227 0.000991873 -0.00672959 0.011668 -0.00816882 -0.0402664 -0.033815
internal_weight=0.0612693 0.0529793 0.00335623 0.00829006 0.00386448 0.00278574 0.00442558 0.0033884 0.0496231 0.0483141 0.0471893 0.036084 0.0111053 0.0100172 0.0349118 0.00758461 0.00654875 0.00271603 0.00383272 0.00246234 0.0273272 0.0242462 0.0232133 0.0131089 0.00950179 0.00836484 0.00498131 0.0101043 0.00288587 0.00338353
internal_count=2900 2306 88 594 220 138 374 231 2218 2190 2153 1548 605 568 1500 264 252 99 153 129 1236 1161 1121 385 322 305 252 736 135 53
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=0 4 10 17 9 6 17 21 23 5 9 2 13 13 10 10 10 23 5 21 0 15 22 21 20 20 20 15 9 18
split_gain=6.52397e-05 0.000280934 0.000347175 0.000289216 0.000426255 0.000520931 0.000405266 0.000280967 0.000250001 0.000237703 0.000237611 0.00023058 0.000221965 0.000208708 0.000409636 0.000356788 0.000370107 0.000417978 0.000491393 0.000592146 0.000355025 0.000345288 0.000182993 0.000181794 0.000454562 0.000511743 0.000387458 0.000284656 0.000476003 0.000475986
threshold=86.530713386650021 248.34582299520005 62.041548276350007 188.16174763880002 198.12670160920004 16.515385879350003 186.34046889365004 13.811848270300002 0.093295000000000031 29.040033326300005 194.46727572990002 108.54085696455002 117.60122400020002 112.82921081865001 66.318885161900013 64.434276012450013 62.837331883000012 0.099425000000000027 21.197160116700001 6.338788634150001 92.031298721500022 34.279674133750014 -0.075840000000000005 3.2821610579500002 38.703421923500009 39.211875820650008 40.305698932850007 23.969938375100003 205.70977008025002 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 3 7 6 5 11 10 8 9 -3 12 -5 -1 20 15 16 17 18 -15 -20 -2 -17 -8 -22 -25 -26 -27 28 -28 -29
right_child=13 2 -4 4 -6 -7 22 -9 -10 -11 -12 -13 -14 14 -16 21 -18 -19 19 -21 23 -23 -24 24 25 26 27 29 -30 -31
leaf_value=-0.035954635605811268 -0.048437204411975465 -0.035115805629083313 -0.062742008836134941 0.0388806835136499 -0.032376099624335568 0.07866318635232375 -0.075653706986544472 -0.053733126777430834 0.03446899651004217 0.022382871014168974 0.039582548916260445 -0.015395984244326644 0.014110439126511616 -0.052676609189722862 0.060958978430480142 -0.058353424923061219 0.060456252200713503 0.049022451385917314 -0.018842379223224584 0.060072643315702584 0.010298432316987606 0.0082687063236506122 -0.017530990991267981 -0.059264869084400942 0.064893445001675071 -0.054984932255455955 0.0012815890596613389 -0.01998257405658738 -0.065136847993284244 0.047821042875290577
leaf_weight=0.0015816585401058555 0.001610592032688654 0.0020169217421011137 0.0015290231744793659 0.0014515269476760295 0.0012305214431798106 0.0016727417705624248 0.0010488634848009326 0.0011396193765358803 0.0015509125103467802 0.0011172598360684738 0.0014891016608187813 0.0016986597298149775 0.0020121239278836356 0.0016332552765625508 0.0015358938471763403 0.0014647428624812173 0.0015650487041867223 0.0017882376344005024 0.0023953634851068273 0.0015767294098623097 0.010116676070457308 0.0016590991294833657 0.0011202029423316162 0.0015017462312279387 0.0010759424763280298 0.0014805901090530491 0.0046092250176947985 0.0017771059752869078 0.0014088375414330195 0.0024805160054481856
leaf_count=173 129 114 96 22 31 24 23 57 48 63 64 30 81 36 33 28 41 34 52 17 637 32 17 129 34 91 444 104 96 120
internal_value=-9.09467e-05 -0.00464801 -0.0203338 0.00402132 0.0201583 0.033562 -0.0094488 -0.00920136 0.00163071 -0.0146189 0.00599393 0.00961334 -0.00792369 0.00228168 0.0123144 0.00613088 0.0162782 0.00692673 -0.00650279 0.0124831 -0.00296096 -0.0229698 -0.0456365 3.46078e-05 -0.00720943 -0.00111742 -0.00715878 -0.00026766 -0.0142671 0.0195202
internal_weight=0.0603387 0.0206591 0.00735374 0.0133054 0.00605345 0.00482293 0.00725195 0.00582471 0.00468509 0.00313418 0.00508288 0.00315019 0.00359378 0.0396796 0.0136184 0.0120825 0.00895863 0.00739359 0.00560535 0.00397209 0.0260612 0.00312384 0.00216907 0.0244506 0.014334 0.0128322 0.0117563 0.0102757 0.00601806 0.00425762
internal_count=2900 843 378 465 107 76 358 282 225 177 318 52 254 2057 273 240 180 139 105 69 1784 60 40 1655 1018 889 855 764 540 224
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=2 23 23 10 2 16 16 6 10 19 13 10 6 6 19 6 9 0 9 9 17 17 17 9 17 17 17 2 7 9
split_gain=6.4169e-05 9.72487e-05 0.000341559 0.00021935 0.000289732 0.000183751 0.000459703 0.000152551 0.000182075 0.000272896 0.000223262 0.000193608 0.000147173 0.000484935 0.000435803 0.000189608 0.000414337 0.000354903 0.000310321 0.000304814 0.000228417 0.000327468 0.0002605 0.000252029 0.000246316 0.000433862 0.000472324 0.000240965 0.000365944 0.000876605
threshold=350.11194356230004 -0.17732499999999998 -0.23472499999999999 62.020040611300011 234.61110956795002 12.644970430600003 9.5499776680000021 5.3251244207000008 80.371455809750003 11.950964240300001 100.65856086215001 78.220689305400015 13.665319288000001 13.825323026450002 13.351077205700003 14.815346158200002 206.50942114985003 96.055920542800024 199.21354841250005 201.2906445504 173.06150329755005 182.28951942140003 184.59783591905003 195.51131808980003 186.34046889365004 188.16174763880002 189.46592532740002 72.843776848050013 23.124786352450005 195.29234479735001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 10 -10 -9 12 14 -14 -12 16 17 18 -15 -19 -17 23 -23 -22 -24 -26 -27 -28 29 -29
right_child=-2 5 -4 4 -6 7 -8 8 9 -11 11 -13 13 15 -16 20 -18 19 -20 -21 21 22 24 -25 25 26 27 28 -30 -31
leaf_value=0.025579106444166978 -0.020567148670376866 0.016324558515257645 0.052605677885879366 -0.043801670718070666 0.021080795590976625 -0.037564375528562323 -0.076386068154786158 -0.042866307597009441 0.065436476789643525 -0.0057547495332499156 -0.065249827868007204 0.043981891375528472 0.062642650749027903 0.0053848535164180786 0.015790405180452025 -0.032338282582752953 -0.056302860494754553 -0.011480024325902782 -0.069459941870412462 0.057263677383266369 0.0079849877737404214 -0.043416693963784753 0.041923636378393497 0.074431856413550379 -0.037166862802680826 0.046968881108214344 0.041446857827994787 0.0035534986964951632 0.0063539466806228941 -0.081619662209981972
leaf_weight=0.0018601102398848879 0.0014909257822367855 0.0010777565821578992 0.0015689917744578048 0.0017609909418683407 0.0011297979116753343 0.0010442225792535375 0.0010616976456681486 0.0011978335869837755 0.0010662935444329938 0.0010877173167492815 0.0012704810497132782 0.0010184347543784602 0.0012515867722413523 0.00117722748173854 0.0013891002362527161 0.0017816270522071345 0.0018428725842660754 0.0012274312048248248 0.0010463641660365397 0.0013593555207904728 0.0011509561148499428 0.0012302301081794356 0.0015823499603802018 0.0011324817383486785 0.0026391994833863319 0.0024697467059668901 0.0013648299211581607 0.0037550943144548645 0.014542792461460508 0.0017817093573828657
leaf_count=129 121 246 66 176 47 200 263 71 31 61 118 36 36 60 63 157 111 20 53 23 46 41 38 33 69 53 30 88 365 49
internal_value=-8.33345e-05 0.000444404 0.0121522 -0.00120763 -0.0184439 -0.000990956 -0.0296828 0.000251403 0.00106785 0.0294868 -0.000256809 0.000877044 -0.000120775 0.0013463 -0.0229225 -0.000567605 -0.0159846 -0.000538511 -0.0298352 0.0246448 0.00250059 0.00446177 0.00162532 0.0409396 0.00359477 0.00131071 0.00555714 0.000787769 -0.00197587 -0.0238547
internal_weight=0.0593602 0.0578693 0.00631989 0.0047509 0.00289079 0.0515494 0.00213945 0.0494099 0.0483657 0.00215401 0.0462117 0.0450139 0.0439954 0.0413359 0.00265958 0.0400843 0.00665325 0.00481038 0.00222359 0.00258679 0.033431 0.0316494 0.029366 0.00228344 0.0281357 0.0265534 0.0239142 0.0214444 0.0200796 0.0055368
internal_count=2900 2779 418 352 223 2361 509 1852 1652 92 1560 1489 1453 1272 181 1236 267 156 113 43 969 812 733 79 692 654 585 532 502 137
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=9 19 15 12 4 23 10 23 0 3 7 0 5 13 12 21 8 14 19 4 19 19 5 5 12 10 10 6 3 18
split_gain=6.4511e-05 0.000279129 0.000373701 0.00032585 0.000423894 0.000448611 0.000520603 0.000361895 0.000212068 0.000426001 0.000289053 0.000231019 0.000210525 0.00042018 0.000206849 0.000190442 0.00017163 0.00017015 0.000385175 0.000268783 0.000161191 0.000244381 0.000214332 0.00021522 0.000195835 0.000497536 0.000439586 0.000332971 0.00026491 0.000362247
threshold=187.70546222865002 14.451165964200003 37.261389050600009 150.89336347300005 241.84804450315002 -0.21013499999999999 80.677940036650014 -0.23472499999999999 85.716110573100011 94.187442142150019 22.446731871300006 102.84427732220001 20.102686929350003 117.59047016770002 214.84291680595001 11.702496363450001 1.7486353823000003 371.52535269000003 14.351157895250003 335.92956054185009 14.651182102100002 14.551174033150001 23.721757872050002 22.963361893800002 148.24135922650004 64.654729579150015 62.036171360100006 16.455384477450004 89.125075482450015 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 12 -5 7 14 15 9 -2 -11 17 -1 -14 -7 -6 -8 19 -19 20 21 22 23 24 25 26 -10 -26 29 -27
right_child=8 2 -4 4 5 6 16 -9 11 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 27 28 -28 -29 -30 -31
leaf_value=0.0047780894338875892 -0.077617638752813967 0.08286177181413841 0.0010606382197304732 0.068120354965121963 -0.021094207991803213 -0.021187151086617301 -0.012300639540850311 0.077994774732473349 0.00066888326978418501 -0.031585862026221039 0.03767507141658568 -0.042665514293544649 -0.067654872845418906 0.010032971316687003 -0.083923402724196475 0.035768710008472718 0.044686177366810569 -0.054354718274254879 0.015990269585398717 0.051933339259861211 0.033696043632112864 -0.033727342276278466 -0.040884702103893063 0.048259433387789874 0.0013406494628226556 0.052747310911680369 0.079023840989680821 -0.03890117846831994 -0.042041112133842692 -0.0017617085824483394
leaf_weight=0.0019433507288526943 0.0010880880665271727 0.0010168751969104042 0.0012388842520749677 0.0011482291735992484 0.0011544362428798569 0.0010034677337449486 0.0010569263391106854 0.0010721338613814404 0.0012026407561052119 0.0014368371644128408 0.0010377643753078925 0.0012281095558727617 0.0018025705118923235 0.0011342730007193325 0.0011034880666240532 0.0012024842348514753 0.0010570704512022772 0.0016394645895121398 0.0014819993514105789 0.0011055837471900523 0.0015148577480204031 0.0019786744306138351 0.0010944923733209313 0.0010676222007752747 0.012014619393181519 0.0014478782642797228 0.0017694347025098978 0.002480663731310174 0.0012607780136022493 0.0077186179979127356
leaf_count=152 72 15 33 62 133 116 256 41 22 73 45 231 153 51 168 61 75 85 52 41 29 45 50 25 389 30 28 56 24 287
internal_value=-8.36476e-05 0.00534395 0.0379358 -3.08928e-05 0.0114642 0.00296035 -0.0188662 0.0298275 -0.00211532 -0.0254697 -0.00254016 1.78338e-05 -0.0207547 -0.0376501 -0.0540444 0.00791685 0.0161947 0.00140543 -0.0209565 0.00341958 0.00182091 0.000313629 0.00255459 0.00419617 0.00250972 0.0112245 0.0473178 -0.00554617 0.000936891 0.00684817
internal_weight=0.0585023 0.0159342 0.00225576 0.0136784 0.00879824 0.00765001 0.00422095 0.00342905 0.0425681 0.00356269 0.0024746 0.0390054 0.00488019 0.00293684 0.00210696 0.00235692 0.002114 0.0377773 0.00312146 0.0346559 0.0335503 0.0320354 0.0300567 0.0289623 0.0278946 0.0133993 0.00297208 0.0144953 0.0104273 0.0091665
internal_count=2900 1316 48 1268 912 850 615 235 1584 190 118 1394 356 204 284 194 331 1163 137 1026 985 956 911 861 836 391 50 445 341 317
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=23 23 23 10 2 23 21 23 23 13 2 18 22 8 22 22 22 20 12 6 6 4 20 23 15 12 17 9 22 15
split_gain=6.85004e-05 0.000124325 0.000209262 0.000182087 0.000186633 0.000179314 0.000324833 0.000208647 0.00016941 0.000399357 0.000257307 0.000222948 0.000207662 0.000293788 0.000306807 0.000534457 0.000453508 0.000360338 0.000575279 0.000541054 0.000417202 0.000288749 0.000354429 0.000273525 0.000266193 0.000499931 0.000233414 0.000212641 0.000199188 0.000547118
threshold=-0.27223499999999995 -0.21013499999999999 -0.22831499999999999 62.057679025150001 234.61110956795002 -1.0000000180025095e-35 2.8878979250500003 -0.098985000000000004 0.07968500000000002 95.99139754765001 138.50479637360004 17.383654746850002 -0.083794999999999994 8.9430209551500024 -0.036264999999999999 -0.053019999999999991 -0.063985 41.495754733000005 160.67073594290002 14.980350013450002 16.415383542800004 253.68334227400001 42.027086531450003 0.094165000000000013 39.283112803100003 112.39744750840002 200.83528241485001 197.89372115420002 -0.088099999999999998 39.466660082200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -3 -8 10 -10 -7 12 28 14 15 16 21 18 19 -16 26 24 -23 -20 25 -14 -19 -18 -11 -30
right_child=1 5 -4 4 -6 8 7 -9 9 11 -12 -13 13 -15 17 -17 27 20 23 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.020985239883992299 0.032714992881563702 0.0083288666528151742 0.055474737507335392 -0.039169741315292592 0.018913806104109612 0.061923573936305931 -0.017729872303317001 -0.072831915383127208 -0.058669932210415249 0.0028203327986291941 0.0046371038093274558 0.042284960756896313 0.014543751446579808 -0.058453350561870759 0.032691415755863672 -0.079518587868923296 -0.001392497054318967 0.036993275591322164 0.019688145260497825 -0.054265299258240446 -0.07060322423611029 -0.088759097024745853 -0.0093054763414332289 0.07637814810785562 0.029289215271409392 -0.074922880195436914 -0.025171414980105229 0.061788138938929739 -0.016971244666085707 0.072347389767714265
leaf_weight=0.0015247634400876375 0.0014245393907770243 0.0024182550305020317 0.001046983119487417 0.0012293675968114808 0.0010057924778006377 0.0011047644604208502 0.001578112779079488 0.0012172391073175665 0.0011582354175673415 0.016874861864131202 0.0027008788363935042 0.0012600250475429666 0.0014092985648375142 0.0010726629343160701 0.0014242887778222364 0.0012109184886792594 0.0010282218906922927 0.0011664737325567387 0.0016034923073506846 0.001437938304115427 0.0010531015886767747 0.001172171469902672 0.0010775613631515135 0.0018138838678112279 0.0013957543311740039 0.0011216998901399933 0.0012526048292187397 0.0011053519624510955 0.0012567290253428986 0.0015095807276095385
leaf_count=168 55 144 48 113 48 55 125 106 377 573 260 41 28 69 57 37 29 71 50 42 55 51 40 46 25 38 49 24 46 30
internal_value=-7.18119e-05 0.00049629 0.0160526 0.00477448 -0.0130329 -0.000927524 -0.0185078 -0.0417241 0.00105593 -0.000757933 0.0212672 0.000868278 -0.00043681 -0.00751743 -0.00468249 -0.0174516 -0.00840743 0.00778445 0.0220783 -0.0109943 -0.0180666 -0.0221375 -0.050703 0.0497782 -0.00577168 -0.0251065 0.00480425 0.0313398 0.00689769 0.0317701
internal_weight=0.0576556 0.0561308 0.00470668 0.0036597 0.00223516 0.0514241 0.00521361 0.00279535 0.0462105 0.0424049 0.00380564 0.0412466 0.0399866 0.0203454 0.0192728 0.00952098 0.00831006 0.00975178 0.0062796 0.00286223 0.00347218 0.00617649 0.00224973 0.00341738 0.00392675 0.002531 0.00241908 0.00213357 0.0196412 0.00276631
internal_count=2900 2732 264 216 161 2468 375 231 2093 1778 315 1401 1360 711 642 272 235 370 195 99 175 182 91 96 91 66 120 53 649 76
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=7 18 19 18 15 21 20 4 7 20 6 20 7 16 18 17 23 3 6 23 16 18 23 15 23 7 9 7 3 7
split_gain=6.58497e-05 0.000261104 0.000211311 0.000177365 0.000236385 0.000237979 0.000188486 0.000224446 0.000298084 0.000306485 0.000258993 0.0002125 0.000444988 0.000347566 0.000140478 0.000237205 0.00044592 0.000223668 0.000404007 0.000311294 0.000299958 0.000278257 0.000266716 0.000214823 0.000192662 0.000143531 0.000472294 0.000233457 0.000284304 0.000217871
threshold=22.726915405250001 13.197799034350002 14.351157895250003 14.339258036900002 19.215947067900004 16.247620585350003 47.833738492450003 227.97173202615002 22.398098708400003 41.532441862050007 16.475384944750001 41.792045663550006 22.124753953150002 22.744946812400002 13.3584252364 191.89151741935004 0.097615000000000021 92.913112988300014 16.445384243750002 0.087265000000000023 22.654947022900004 13.565012728250002 0.11308000000000003 29.198705243000003 0.10500500000000003 23.824098587650003 200.80358209610003 24.101221167900004 88.396503329100014 24.785467646950003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 11 10 -10 12 13 -6 15 16 -3 20 -19 -20 21 -16 24 -24 25 26 -23 28 -27 -29
right_child=1 14 -4 -5 5 -7 -8 -9 9 -11 -12 -13 -14 -15 17 -17 -18 18 19 -21 -22 22 23 -25 -26 27 -28 29 -30 -31
leaf_value=-0.043265322409579331 -0.064301516557582455 -0.04896605684364988 -0.0027823245842376592 0.043628308996811541 -0.056345366100545129 -0.040610370066447236 0.041465336356907613 -0.029841608901664408 -0.023661895361019935 0.057970183669065194 0.040694409519034441 -0.035360009211161815 0.063005398080500624 0.023669696615187575 0.038489750330371691 0.053394023114512273 0.042068062229748543 -0.063006903175356704 0.032308242850887049 -0.030810309787787982 0.049676887748260318 -0.040737796845511515 0.0018193740440518157 0.063956270000981238 -0.042900568046144269 0.050824393477937463 0.037228714930539329 -0.024504961065525438 -0.012792344826716776 0.001420484598910247
leaf_weight=0.0010493688237088608 0.0011875053479360456 0.0010234778709516936 0.0010538326445605622 0.0011273820647940127 0.0011016816858148148 0.0010145415445719239 0.0016299551764509266 0.0015807654872677804 0.0013627847602037946 0.0020465348558253993 0.0011555623577805818 0.0016623502177408322 0.001025609467887989 0.0010702422840154213 0.0016800423044287518 0.0012677424678981808 0.0011345674920448801 0.0016128981091932384 0.0014616631765409505 0.0016788338086040078 0.0012152155052120852 0.0031029949551713417 0.0012461648720216842 0.0010052020928211711 0.0013646449442001182 0.0017536096633841139 0.0010364779218434705 0.0043638871853972803 0.001171984760048872 0.012603214791878713
leaf_count=148 49 27 37 79 108 51 54 153 25 38 22 115 24 23 28 28 19 51 34 70 37 143 88 36 81 54 23 213 23 1019
internal_value=-7.53723e-05 -0.00219195 -0.0353764 0.00540289 0.00247116 0.00598723 0.00972869 0.00502839 0.010877 0.0292268 0.00586848 -0.00635903 0.00871815 -0.016917 -0.000271167 0.0190623 -0.00110592 -0.0021476 -0.0223262 -0.00143341 0.000992743 -0.00102449 -0.00342557 0.0295626 -0.00634989 -0.00427439 -0.0212159 -0.000749044 0.0253397 -0.00524746
internal_weight=0.0567907 0.040964 0.00224134 0.0158268 0.0146994 0.01365 0.0126355 0.0110055 0.00942477 0.00456488 0.00251835 0.00485988 0.00319753 0.00217192 0.0387226 0.00342579 0.00215805 0.0352968 0.0047534 0.0031405 0.0305434 0.0293282 0.0276482 0.00225137 0.0253968 0.0240322 0.00413947 0.0198927 0.00292559 0.0169671
internal_count=2900 2060 86 840 761 613 562 508 355 85 47 270 155 131 1974 74 46 1900 155 104 1745 1708 1680 124 1556 1475 166 1309 77 1232
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=23 0 23 23 9 7 17 23 15 23 23 12 22 8 22 8 17 12 21 9 7 22 9 9 23 15 22 2 12 5
split_gain=6.66403e-05 0.000374143 0.000204102 0.000134426 0.000326373 0.000340416 0.000267854 0.000246297 0.000442415 0.000167232 0.000179109 0.000356454 0.000186318 0.000509466 0.000390071 0.000391605 0.000345523 0.000299176 0.000285915 0.000199495 0.000191079 0.000156736 0.000322587 0.000551677 0.000296375 0.00044623 0.000355317 0.000307351 0.000273669 0.000200993
threshold=0.12064000000000002 87.393708446500014 0.11308000000000003 0.10236000000000002 188.99238851175002 23.9444576715 189.57010944335005 0.099010000000000029 41.211223942950006 0.096995000000000012 0.094415000000000013 139.31809447045003 -0.016334999999999999 8.4434108459500017 -0.062629999999999991 8.3434888241000014 204.43529195140005 160.15558337000002 0.8423297431500002 202.13708171315002 23.824098587650003 -0.082314999999999985 200.94207221650004 190.77452831370002 0.083185000000000023 35.194695975650014 -0.24103499999999997 145.11127223590003 322.29449443480007 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 3 7 -5 6 -6 9 -9 10 12 -12 14 16 21 17 18 -16 -14 -15 -20 24 23 -23 25 26 -1 -28 -29 -26
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 11 -13 13 19 15 -17 -18 -19 20 -21 -22 22 -24 -25 29 -27 27 28 -30 -31
leaf_value=-0.051511820903004428 -0.046496650206666663 0.018653010577898831 0.03575094357517241 0.024610019522400883 -0.022954740625377272 0.0031583542593200081 -0.090654420905596833 -0.0040489537894834718 0.079442058627619869 -0.030736320876256752 -0.01815654164111748 0.057789817857658292 -0.057211543778695861 -0.02303567123342962 -0.037308482534414683 0.060557153543908698 0.04164387895801798 0.036677247319209884 -0.025545340684342294 -0.083364697679084832 0.025035208682438255 -0.055815671494620682 -0.055773802403897801 0.036327554588882087 0.0019029382720008815 -0.052024463814937742 -0.026439138031422726 0.03523548399853612 -0.021575577365652659 0.028520160564717463
leaf_weight=0.0011437070464209954 0.0017337137404815559 0.0017932178957737041 0.0016217866307381415 0.0015398134673754301 0.0012573466661142119 0.0018238453606807051 0.0010919707026104675 0.0014931349480329708 0.0011038990118876768 0.0017297565231946246 0.0010475992896611351 0.0015070305723850928 0.0011055608156703214 0.0010271280887774736 0.0010655104915905577 0.0021759022831788766 0.0015524679632418978 0.0011221578271948529 0.0013598423871789833 0.0011753456725520639 0.0016568888341985909 0.0010485501442364957 0.0015467840536440569 0.0017084889072549458 0.0073010075420516934 0.0021043744080411209 0.0017915563844385059 0.0036754272236089874 0.001102214100810836 0.0046399072712991624
leaf_count=210 64 95 60 53 36 83 30 78 22 67 50 63 99 24 46 50 91 60 172 57 146 39 85 41 339 86 139 264 115 136
internal_value=-6.59777e-05 -0.0133722 0.000827609 -0.000285187 -0.0147382 -0.0292569 -0.0544218 0.00154221 0.0314399 -0.000280994 0.00100837 0.0266458 -0.000701531 -0.0144086 0.00284726 0.0305189 0.00143493 0.000642273 -0.0137079 -0.0552301 0.00223517 -0.00178582 -0.0192225 0.00128388 0.0016632 -0.0112084 -7.2228e-05 0.00888348 0.022129 0.0122457
internal_weight=0.0560459 0.00352693 0.052519 0.0508972 0.00571298 0.00417316 0.00234932 0.0451842 0.00259703 0.0425872 0.0408575 0.00255463 0.0383028 0.00787723 0.0304256 0.00436357 0.00567476 0.00218767 0.00412229 0.00220247 0.00301673 0.026062 0.00430382 0.00275704 0.0217582 0.00981728 0.0077129 0.0065692 0.00477764 0.0119409
internal_count=2900 159 2741 2681 202 149 66 2479 100 2379 2312 113 2199 589 1610 156 508 106 417 81 318 1454 165 80 1289 814 728 518 379 475
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=10 10 13 18 0 17 17 18 23 23 6 9 12 10 5 10 9 3 10 20 18 17 17 7 7 20 23 23 20 22
split_gain=7.41356e-05 0.000199018 0.000318341 0.000138554 0.000186108 0.000284514 0.000180933 0.00015306 0.000194704 0.0002455 0.000125782 0.000508805 0.000313586 0.000339661 0.000275831 0.000394578 0.000376146 0.00030821 0.00031167 0.000238718 0.000303622 0.000344906 0.000376071 0.00029428 0.000298459 0.000353045 0.000350338 0.000432747 0.000227902 0.000334981
threshold=89.786436182600013 84.906884675850009 95.870416931800023 17.108018746400003 98.851916998450022 199.55131508320002 191.40027208745002 15.312071772700003 0.088990000000000027 0.083565000000000014 14.815346158200002 203.83507631320003 130.74068757200004 72.026481772850005 18.483418961650003 68.961639504150014 197.33595066125002 89.227236891450005 66.697957758300021 41.792045663550006 14.073076155300003 199.55131508320002 195.76335783930003 23.368583030350006 22.940014114900002 42.131954243650007 0.087725000000000011 1.0000000180025095e-35 41.532441862050007 -0.071129999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 10 9 -9 11 12 13 -4 16 17 -12 18 -16 28 21 22 23 24 25 -21 27 -27 29 -19
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11 14 -13 -14 -15 15 -17 -18 19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.044427296524702675 -0.026867068216763542 0.036132735270964909 -0.065868934546400901 0.026975461259061639 -0.029688302944725728 -0.066016405791945287 0.026523963992018645 0.0034323561247562419 -0.0080099579596516618 0.070053449879213914 -0.0091156517022066685 -0.056041425214898632 0.022962939198182097 0.0075048856265501791 0.062201173803707592 -0.056752736418814113 0.068431331864485648 -0.010226577867883294 -0.0075206933762252933 0.048293519310529082 -0.059640038181929644 0.049532911430885562 -0.057277667504521082 0.041056201584169658 -0.054964532412358783 -0.035224464353276745 -0.051218078035286052 0.034896428087262975 0.045594984646280791 0.021243312906150544
leaf_weight=0.0016065177793896301 0.0010133902598961414 0.0015177557899105345 0.0010879063647715181 0.0019426559527371259 0.0012183923706873814 0.0010540016809961195 0.0010803274497068749 0.0010218104631327654 0.0014080213265739161 0.0012059305298124379 0.0011229135966175354 0.001946672171922792 0.003368163552404102 0.001501889069906559 0.0016092604300865778 0.001187506489744485 0.0014120624759925704 0.0078026745549362739 0.0010657512657701318 0.0011350714370706727 0.0011765310521312253 0.001009147775921094 0.0015423872151707494 0.0012565255739502845 0.0012927597124507972 0.001558380325660233 0.0016585018416960251 0.0020221467291605677 0.0014123465020673973 0.0059707428428776846
leaf_count=232 370 171 53 73 105 95 57 48 70 40 26 119 231 54 37 44 35 274 36 47 30 24 45 30 55 156 76 49 42 176
internal_value=-6.9082e-05 0.000432015 -0.000596612 0.000782164 -0.000253594 -0.0229959 -0.00327027 0.00141213 0.0210984 0.039496 -0.000286391 -0.0116563 0.00284581 -0.0233176 0.00233888 -0.000199448 0.0340805 0.00200155 0.0344233 -0.00111401 -0.0112596 -0.00629914 -0.0116827 -0.00380168 -0.0111535 -0.00226794 -0.0132224 0.00437717 0.00733843 0.00341554
internal_weight=0.0552081 0.0541948 0.052677 0.0510705 0.0491278 0.00335272 0.00229872 0.0457751 0.00363576 0.00222774 0.0421393 0.00790463 0.00595796 0.0025898 0.0342347 0.0316997 0.00253498 0.0305122 0.00267501 0.0278372 0.0126515 0.0114749 0.0104658 0.00892339 0.00766686 0.0063741 0.00523903 0.00358053 0.0151858 0.0137734
internal_count=2900 2530 2359 2127 2054 257 162 1797 158 88 1639 457 338 107 1182 1121 61 1077 73 1004 512 482 458 413 383 328 281 205 492 450
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=8 9 21 4 13 18 6 6 12 22 23 3 9 9 9 21 5 14 5 23 16 2 0 21 20 6 9 9 22 23
split_gain=6.76491e-05 0.000146284 0.000129825 0.000122606 0.000121456 0.000116215 0.000160728 0.000478491 0.000175689 0.000245277 0.000237316 0.000139327 0.000395607 0.000433164 0.000278973 0.000239119 0.000200577 0.000335787 0.000236094 0.000252156 0.000229648 0.000456731 0.000348998 0.000379302 0.000342195 0.000252229 0.000378804 0.000289432 0.000355281 0.000312445
threshold=1.5487913386000003 53.944017839150007 17.650944895250003 301.91036987065007 95.870416931800023 17.108018746400003 13.665319288000001 13.775321858200002 119.83795109915002 -0.18126999999999999 0.080960000000000018 85.622014538550019 206.08249486475003 202.89977928865002 212.89864875025003 2.5883591406000002 20.717225865800003 148.72666206180003 21.197160116700001 0.12424000000000003 20.784951395750003 154.60082690140004 86.530713386650021 6.338788634150001 41.468518788800004 16.375382608200002 186.67271206880002 194.59941400375001 -0.069554999999999992 0.092290000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -3 6 8 -8 -6 -10 -11 12 13 15 -14 -9 17 -13 -18 20 21 -20 25 24 -24 -22 -27 28 -28 -29
right_child=1 4 -4 -5 5 -7 7 11 9 10 -12 16 14 -15 -16 -17 18 -19 19 -21 22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.042430265010547169 0.0019219062448084735 -0.028238471277141571 0.0077168043484473941 0.049389411941005823 0.01805868077652284 0.024456500884996481 0.067683545137520923 0.010826680655303358 0.0096293104287672251 -0.010358717623775751 -0.073736013525924557 -0.03744435748178692 -0.081393645431037137 0.049936739666489788 -0.0098247359666466458 -0.043320518482274376 -0.026583140806493624 0.023650113447315314 -0.075778553023112205 -0.039104566500368199 -0.047933597934298959 0.0046706127579255055 0.038689323814998303 0.062810461014480276 -0.021668739551131983 0.039459705731857676 -0.073205077402229687 -0.013109168734388124 -0.0033840158437751138 0.034504917040122374
leaf_weight=0.0010517850652985708 0.0010722567620223963 0.0015268845715682633 0.0010139407260845168 0.0011048306846607042 0.0010251376884236113 0.0019292240158499388 0.0010598680004321173 0.0015996074523485495 0.0011251292930110068 0.0010251989728791155 0.0013944545714934531 0.0010297491119217704 0.0011820628660146326 0.0013865961835790586 0.0010100168687552369 0.0016639454855145175 0.0034082597452425025 0.0071191545004799517 0.0010121153607161237 0.0014232013872685903 0.0010409540499872758 0.0023309320086580265 0.0019646147412402106 0.0021082256171212066 0.0017997939243059591 0.0023200720681373363 0.0011999143808035517 0.003193097124786215 0.0018561318837795326 0.0024246921368817724
leaf_count=381 135 313 49 59 56 73 33 37 92 61 138 24 80 37 62 84 74 183 196 50 40 168 54 32 39 63 52 109 57 69
internal_value=-6.64791e-05 0.000634104 -0.0178161 0.0260108 -0.000467337 0.000404583 -0.000588964 0.00134308 -0.0184017 -0.0289459 -0.0468833 -0.000368795 -0.0133959 0.00311335 -0.0484177 -0.0167807 0.00223513 0.0159298 -0.00204356 0.00164517 0.00437428 -0.0196856 0.00886587 0.0288506 0.00983165 -0.00088604 0.00356864 -0.00603148 -0.0307983 0.00744153
internal_weight=0.0544018 0.0523361 0.00206573 0.00217709 0.050159 0.0486321 0.0467029 0.042133 0.00456992 0.00354478 0.00241965 0.0410731 0.00684223 0.00465015 0.00219208 0.00326355 0.0342309 0.0081489 0.026082 0.0226737 0.0212505 0.00334305 0.0179075 0.00587263 0.00376441 0.0120349 0.0109939 0.00867384 0.00305605 0.00561779
internal_count=2900 2470 430 194 2276 1963 1890 1543 347 291 199 1510 300 158 142 121 1210 207 1003 929 879 364 515 125 93 390 350 287 109 178
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=14 14 0 10 16 6 21 23 22 10 6 6 22 20 6 17 7 20 2 21 21 21 22 23 22 23 23 22 21 9
split_gain=7.75522e-05 0.000240319 0.000187914 0.00032893 0.000305572 0.000275167 0.000200376 0.000288043 0.00043694 0.000195849 0.000530554 0.000465562 0.000248039 0.000285038 0.00023808 0.000178859 0.000228562 0.000174433 0.000168512 0.000189225 0.000195903 0.00040043 0.000355718 0.000388677 0.000394135 0.000344078 0.000304711 0.000208148 0.000390678 0.000270739
threshold=241.54317565595002 244.99684607285005 86.530713386650021 62.041548276350007 22.604947139800004 16.180378051950004 2.1194692063500002 -0.22253999999999999 -0.086894999999999986 62.197478847950002 15.925372093750001 13.915325129350002 -0.087910000000000002 38.771633980050005 13.475314848550001 201.78545703200004 24.861556163250004 35.461062230100005 145.11127223590003 16.464809133250004 5.7087410616000005 6.7785388507500013 -0.095019999999999993 0.083415000000000031 -0.055714999999999994 0.077330000000000024 0.094415000000000013 -0.079824999999999993 11.217348012850001 196.57165974130001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 6 9 -6 -3 -8 -9 -4 11 14 -13 -14 -11 17 -17 -1 19 20 22 -22 -19 25 -25 -24 -26 28 -23 -29
right_child=1 2 4 -5 5 -7 7 8 -10 10 -12 12 13 -15 -16 16 -18 18 -20 -21 21 27 23 24 26 -27 -28 29 -30 -31
leaf_value=0.036948307066547954 -0.048368958555795705 0.0345158313921064 -0.038964882796543629 -0.060983380683124234 0.0062934381638339075 0.068042148537640595 0.023230863197672431 -0.082014451775161382 -0.0025974028329379334 -0.00041418786879270851 0.052625424711800962 -0.075349318143590152 0.018982720605112233 -0.055482966785797838 0.050018595031973805 -0.053321233326700572 0.0052312088263096372 0.018164208009093148 0.034654514905664194 -0.039207165091038818 0.059114657030467546 -0.038280302053397462 -0.017513953458476544 -0.066472429630593535 -0.047723634953613425 0.052750283590730321 0.024382405575818805 -0.0022892563806243826 0.025213875922093128 0.066797831429207574
leaf_weight=0.0017384834253147503 0.0011619728595894654 0.0010242512549178953 0.0013305628092277191 0.0013205364903075903 0.0016792874580104913 0.0012655342987670792 0.0013712569585506706 0.0011044927671802832 0.0018584883147496067 0.0085207351352800838 0.0017582017530912717 0.0011778697520006751 0.0010406606181270215 0.0010157713147656011 0.0010515659370661798 0.0011964218436517618 0.0015056733761373009 0.0044300554232113327 0.0016684344824569033 0.0010762519961904351 0.0016955501299495968 0.0021555746946075871 0.0017124510311318543 0.0021835939810688184 0.0010534457874923795 0.0011752128323458122 0.0013209478414780707 0.0012870431699171653 0.0017605232704553941 0.0010142145068190167
leaf_count=126 48 49 36 96 53 28 62 91 84 974 43 80 38 53 49 46 84 180 61 40 56 83 65 67 64 34 45 70 53 42
internal_value=-7.01953e-05 -0.00389281 -0.00186767 -0.0162799 0.00324161 0.0328299 -0.00526328 -0.0146637 -0.0322012 -0.00224 0.00111499 -0.00595681 -0.038758 -0.0177995 0.00512611 0.00371094 -0.0206944 0.0064279 0.0040732 0.0016278 0.00384871 0.0160379 -0.00427307 -0.0176229 -0.0358086 0.011082 -0.00760884 0.00429033 -0.00973582 0.0281589
internal_weight=0.0536551 0.0266812 0.0255192 0.00667903 0.0188402 0.00294482 0.00535849 0.00433424 0.00296298 0.0158954 0.0145648 0.0128066 0.0032343 0.00205643 0.0095723 0.0269739 0.0027021 0.0242718 0.0225333 0.0208649 0.0197886 0.00791291 0.0118757 0.00744565 0.00455799 0.00288766 0.00237439 0.00621736 0.0039161 0.00230126
internal_count=2900 1784 1736 382 1354 81 286 237 175 1273 1237 1194 171 91 1023 1116 130 986 860 799 759 304 455 275 176 99 109 248 136 112
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=14 21 14 22 22 22 14 16 18 7 16 10 19 17 23 18 7 22 23 21 9 21 12 22 18 0 3 10 12 7
split_gain=6.40712e-05 0.00020994 0.000263959 0.000181099 0.000172377 0.000159763 0.000227932 0.000206278 0.000250513 0.000309842 0.000400923 0.000398816 0.000198484 0.000230164 0.000224595 0.000353587 0.000204268 0.000147948 0.000299643 0.000321647 0.000325804 0.000329851 0.000328263 0.000314533 0.000286824 0.000598142 0.000407074 0.000286935 0.000282663 0.000280598
threshold=241.54317565595002 20.770927814650005 255.20937898730003 -0.081169999999999992 0.20327000000000003 -0.0023999999999999998 300.04156750970009 22.664946999500003 15.008481731450003 25.697366542400001 9.6249774926000011 78.962703749400006 14.551174033150001 171.87233581170003 0.090865000000000015 14.297806230850002 23.903127120600004 -0.091779999999999987 0.083415000000000031 4.7627705569500014 185.50567866740002 12.260331702700002 112.39744750840002 -0.071129999999999985 13.512826932300003 90.337570099350003 93.883646373400012 70.133807249000014 139.31809447045003 24.325858835450003
decision_type=2 2 2 2 2 2 2 2 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 -2 5 7 -7 8 12 -10 -11 -12 13 -4 15 -15 -16 24 -19 23 -21 22 -22 -20 26 -26 -1 -27 -29 -25
right_child=1 -3 4 -5 -6 6 -8 -9 9 10 11 -13 -14 14 16 -17 -18 18 19 20 21 -23 -24 29 25 27 -28 28 -30 -31
leaf_value=0.043921582541589087 -0.062363307998598107 0.040234925580201135 0.017314341865880274 -0.011206258275836177 0.027720741422606034 0.00094702056839029113 -0.058475578757207741 0.031294537732550053 0.042502352386643683 0.049826311633264869 0.012477858812990145 -0.059783741111368888 0.020025173728249603 -0.068102356661057628 0.014364806921798671 -0.0038144640406874092 -0.033429946244846249 0.017239929557087294 -0.076637827073231052 -0.0405686807090632 0.074660418820046204 -0.032854286533072284 0.0082234185961531734 -0.038004313747859231 -0.070667877155578152 0.055186272652523474 -0.012008313976378367 -0.02469721203047498 0.037346297428147192 0.022328861812253957
leaf_weight=0.0042393690165809517 0.0012656182964217999 0.001050115477722712 0.0013856988611932082 0.0015268044158991958 0.0018188896821873307 0.0013418289192544449 0.0012439110520843693 0.0017764191369948881 0.0020977267303803476 0.0010093963200165229 0.0015617015377902277 0.0014948069717266648 0.0014435385065247894 0.0023301353707526271 0.0018048190867289288 0.0013518983118007769 0.001772316675769936 0.0048564760932828356 0.0011959218630992223 0.001296784853745514 0.0011709627805209788 0.0010184550890042776 0.0020382404246450658 0.0022149022154587233 0.00110013072167605 0.0011311801883948647 0.0018777063188943899 0.0021283309441781483 0.0011211027140092256 0.0011823488162684944
leaf_count=76 95 43 88 66 135 104 131 79 142 163 97 202 44 174 72 96 53 210 50 46 37 33 81 77 30 30 166 158 45 77
internal_value=-7.34577e-05 -0.00357496 -0.00539872 -0.0343923 -0.00178966 -0.00439351 -0.0276392 -0.00105949 -0.00459592 0.0112879 -0.00481663 -0.0228622 -0.0143003 -0.0200321 -0.0271611 -0.0444984 -0.00931543 0.003389 -0.00317792 -0.0129785 0.00327932 0.0167292 0.0324647 -0.0325327 0.0118676 -0.00474627 0.0267533 0.011809 -0.00329128 -0.0170065
internal_weight=0.0528475 0.0262756 0.0252255 0.00279242 0.0224331 0.0206142 0.00258574 0.0180285 0.016252 0.00616363 0.0040659 0.00305651 0.0100884 0.00864487 0.00725917 0.00368203 0.00357714 0.0265719 0.0149741 0.0101176 0.00552444 0.00422766 0.0032092 0.00459317 0.0115978 0.00548074 0.00611708 0.00438061 0.00324943 0.00339725
internal_count=2900 1784 1741 161 1580 1445 235 1210 1131 604 462 299 527 483 395 270 125 1116 611 401 197 151 118 204 505 263 242 233 203 154
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=21 21 21 21 5 5 7 23 12 9 23 19 15 17 17 20 6 6 3 5 18 23 6 23 23 22 20 9 22 15
split_gain=6.7209e-05 0.00022785 0.000185733 0.00032971 0.000403058 0.000269933 0.000267167 0.000172346 0.000189612 0.000146961 0.000146274 0.000438747 0.000379405 0.000143978 0.000321525 0.000216391 0.000177871 0.000413988 0.000245327 0.000242653 0.000311854 0.000251235 0.000394274 0.000305308 0.000305529 0.00029111 0.000243115 0.0004511 0.000358747 0.000240003
threshold=3.3208308644500009 3.8005420560000007 1.9231529451500002 1.2219980417000003 21.788492303450003 21.446355970350002 24.758300720050006 -0.11050499999999999 86.269275643000014 38.559541491950007 0.094275000000000025 13.351077205700003 32.706399462450001 184.84480138465003 181.49225329600003 45.027406014450008 13.200308423050002 13.825323026450002 85.436510927550003 20.717225865800003 13.849588037450003 0.10500500000000003 16.495385412050002 0.085880000000000026 0.087725000000000011 -0.079824999999999993 42.131954243650007 200.12618528045002 -0.053019999999999991 30.505324983850006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 6 -4 -1 -9 -3 11 -10 -12 14 -11 16 -15 -18 -19 20 -20 23 -23 25 -25 -21 28 -28 -26 -22
right_child=1 9 5 4 -6 -7 -8 8 10 13 12 -13 -14 15 -16 -17 17 18 19 21 29 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.037653260869472627 -0.040019229773455345 -0.031320779770631711 0.059818748682823046 -0.070630266102271161 0.009371817410672903 -0.0066386495823419394 0.0020832670844315331 -0.03747349940435727 -0.053715086385129798 0.0021641721096517475 0.05911825533298215 0.013941487903033255 -0.013323091642167712 -0.022389071267275101 -0.046803004380190777 0.045421975557755546 0.064234041765214911 -0.031640618223686093 0.063706899866116121 -0.041253496505020734 0.039181182055690517 -0.054484179177354056 0.023151226149878829 0.061164905838979391 0.045557253755756741 0.016825885778494105 -0.06141499248268624 0.029622087393080383 -0.024103756717235282 -0.027910621250203223
leaf_weight=0.0014760756953533681 0.0015644644512729502 0.0015156500200557378 0.0020938818487365998 0.0013827639155361568 0.0011564002006956287 0.0023033625853962278 0.0012985346549718169 0.0011322119087020044 0.0013107573460884184 0.0043678664326703134 0.0014970739884897187 0.0035666715263005244 0.0013982478341922899 0.0026572581408459963 0.0019349497626057893 0.0012044304060343505 0.0011195079183274883 0.0019819179829845259 0.0014848458426968128 0.0021022828252263079 0.0010181868239271807 0.0018454088783703112 0.0010133654380215518 0.0013553453217720612 0.0024586204113319298 0.0014639831780356438 0.001138357378829169 0.0010430021492815467 0.0010571541072712577 0.0011193350475195984
leaf_count=140 100 283 58 80 40 93 99 44 238 398 102 115 43 267 86 60 49 122 36 68 39 57 34 29 47 45 45 21 26 36
internal_value=-7.89605e-05 -0.00275952 0.00473699 -0.00189499 -0.0341953 0.0197809 0.037719 0.00600555 0.00075966 -0.000931134 0.00632886 -0.0042405 0.0241339 0.000585705 -0.0128686 0.0041098 0.00193304 0.00513234 0.00166491 0.0055251 0.0285027 -0.000650622 -0.0269643 0.00643354 0.0184914 -0.0174114 0.00833933 -0.0178862 0.024611 0.00404788
internal_weight=0.0520619 0.0334459 0.018616 0.0129202 0.00253916 0.00569578 0.00339242 0.010381 0.00890496 0.0318815 0.00777275 0.00487743 0.00289532 0.0303658 0.00630282 0.024063 0.0228586 0.0202013 0.0190818 0.0170999 0.00362237 0.0134775 0.00285877 0.0106187 0.00705248 0.00356627 0.00569713 0.00218136 0.00351577 0.00213752
internal_count=2900 1848 1052 802 120 250 157 682 542 1748 498 353 145 1465 484 981 921 654 605 483 111 372 91 281 168 113 139 66 73 75
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=23 23 16 23 22 19 6 21 23 19 5 15 13 6 22 20 9 21 15 15 5 23 23 23 13 13 5 23 2 16
split_gain=6.883e-05 9.67615e-05 0.000174885 0.000171403 0.000121466 0.000119908 0.000164554 0.000260068 0.000272613 0.000252413 0.000209928 0.000340622 0.00019903 0.00033373 0.000369237 0.000216432 0.0002306 0.000398884 0.0001821 0.000294362 0.00035293 0.000321479 0.00036098 0.000317265 0.000313646 0.000321182 0.000372734 0.00027146 0.000261594 0.000251011
threshold=-0.27223499999999995 -0.21013499999999999 12.644970430600003 -0.23472499999999999 -0.079824999999999993 11.850956171350001 13.665319288000001 5.9038172716500013 0.086230000000000015 13.351077205700003 16.579584939650001 24.374738716350002 107.97116697695002 14.815346158200002 -0.033594999999999993 38.592454371550012 197.33595066125002 3.2403469905500004 30.416602988400005 37.434800281900003 21.269675393700002 0.10500500000000003 0.099425000000000027 0.083415000000000031 117.38883580790001 117.48293184245001 24.038949512150001 0.098005000000000023 112.15964652650003 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 3 -3 4 -2 -4 7 8 -7 -10 -8 -12 -13 14 -14 16 17 -15 28 20 23 22 24 -20 -21 -26 29 -25 -17 -27
right_child=1 2 5 -5 -6 6 10 -9 9 -11 11 12 13 15 -16 18 -18 -19 19 21 -22 -23 -24 27 25 26 -28 -29 -30 -31
leaf_value=-0.022034948502644425 -0.01314400445424554 -0.029488902907879828 0.023486502914632584 0.048162745056523876 0.026838868088708258 -0.041460431687041048 0.031798845984724544 -0.046487586567493376 -0.013726789912079332 0.05037543070313151 -0.057413088986522413 0.036812667074133297 -0.067847590649651304 -0.023194474112633139 0.0063855954948151238 0.050943963192379871 0.046422555916618639 0.05270973919309855 0.038420073434721744 0.04713294744569161 -0.071220226766222527 -0.024803067150885386 0.051380502791292762 -0.038335218567438267 -0.051376197167959652 -0.0052201649463237678 -0.034970787098910598 0.013712268286327059 -0.012400872886670349 0.042244968277408715
leaf_weight=0.0013878949965458109 0.0018929030865059843 0.0020316051511796848 0.0021618630695847815 0.0011379725685664128 0.0012693137265612948 0.0011331682997377515 0.0021901199983958 0.0019184862941523662 0.0012479299472621247 0.0012097790764435956 0.0010077626074938414 0.0015311825873780506 0.0014579249958721618 0.0019543783090725233 0.0012399050997027308 0.0015097245952828678 0.0021677756073223975 0.0010721313894066498 0.0010635038315740522 0.0013989594744114875 0.0011662546660948236 0.0029814296457683952 0.0019382684805966397 0.0032126177568407854 0.0012205288544850923 0.002102188574129471 0.0017086856897186031 0.0014563653888899353 0.0011474254334240541 0.0023704986326524846
leaf_count=168 128 551 133 60 76 111 65 247 90 40 116 60 128 57 40 55 57 25 29 42 49 103 46 81 31 45 116 38 59 54
internal_value=-6.88275e-05 0.00054212 -0.000810131 0.0148818 0.00290512 0.000527153 -0.000671557 -0.0167632 -0.000882396 0.0178268 0.00179809 -0.000151185 0.00161355 -0.000115637 -0.0337305 0.00306964 0.0215265 0.00369435 -0.00104912 -0.0042243 -0.0210745 0.00424803 0.0123133 -0.0108725 0.00370927 -0.00449781 0.00475846 -0.0221004 0.02359 0.0199361
internal_weight=0.0512885 0.0499007 0.0456005 0.00430019 0.00316222 0.0435689 0.041407 0.00550936 0.00359088 0.00245771 0.0358976 0.0337075 0.0326997 0.0311686 0.00269783 0.0284707 0.00519429 0.00302651 0.0232765 0.0206193 0.00689874 0.0137206 0.0107391 0.00573249 0.00880086 0.0074019 0.00618137 0.00466898 0.00265715 0.00447269
internal_count=2900 2732 2468 264 204 1917 1784 488 241 130 1296 1231 1115 1055 168 887 139 82 748 634 197 437 334 148 288 246 215 119 114 99
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=9 19 12 4 23 10 23 17 3 10 0 5 19 5 15 20 19 16 16 15 20 9 6 21 20 10 9 7 15 6
split_gain=6.90441e-05 0.000204639 0.000184548 0.000250846 0.00029735 0.000495358 0.000238681 0.000211465 0.000154989 0.000278066 0.00017972 0.000306177 0.000260046 0.000197389 0.000246725 0.000197509 0.000202362 0.000476748 0.000286166 0.000308606 0.000230245 0.000269007 0.000288679 0.000462216 0.000328299 0.000393226 0.000327689 0.00024584 0.000235848 0.000280699
threshold=187.70546222865002 14.451165964200003 150.89336347300005 244.33475329615001 -0.21013499999999999 80.677940036650014 -0.25445999999999996 186.34046889365004 93.862138708350017 61.917879202350001 98.851916998450022 14.515626273450001 12.050972309250001 16.069922422900003 23.969938375100003 43.19689381845 12.951044929850001 18.634956423400002 18.934955721800005 30.621577586100006 41.792045663550006 212.35308743945004 16.355382140900002 5.2714636949000004 40.621691032550004 62.014663695050011 198.12670160920004 23.195026784100005 42.385947950200006 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=1 2 7 -4 6 -6 -5 -1 10 -10 13 12 -12 -2 -15 16 -16 -18 -19 -20 21 22 23 27 26 -26 -24 -21 29 -22
right_child=8 -3 3 4 5 -7 -8 -9 9 -11 11 -13 -14 14 15 -17 17 18 19 20 28 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00082920063676703275 0.039987256765692814 0.035901313650634314 0.053237704218540474 -0.010673677144881261 -0.057743032247277983 0.017447078477537643 0.046825685897847941 -0.045556635151170782 -0.0023679901275141008 -0.064694622235528285 0.023574767151440218 -0.065079725258183521 -0.033488302700104659 -0.04311453262377471 0.031976113150925189 0.029238869042056512 -0.068874798972818604 0.037471466844365316 -0.038444963696001082 -0.034475465443754849 0.021923737810753449 0.052107777643803213 0.080789922051648838 -0.072862661859338013 -0.04439961268744938 0.028352072076423013 0.010740467383288408 0.022332876333698015 -0.05306509696693669 -0.029415289168870234
leaf_weight=0.0027761874743960939 0.001339046278339139 0.0019563986168549272 0.0011547873613615423 0.0011510652247301717 0.0016212682064300058 0.0019065568747409357 0.001936396580412625 0.0015213986980172987 0.0021253953198223643 0.00107931972981401 0.0016640772229171768 0.001094673969979032 0.0015355619231153528 0.0012295077011401636 0.0018172330639920622 0.0025374245095441941 0.0010387476495514738 0.0019064035134945803 0.0021941525153295052 0.0011576900180116922 0.0021056182221741429 0.0013123102686734009 0.001285556242903052 0.0010564020803816021 0.0013289602778288057 0.0016848364799777471 0.0013897336606305544 0.0022275128167015268 0.0012751156705839151 0.002154911190531017
leaf_count=260 54 48 72 109 278 329 124 96 87 107 206 123 122 36 66 83 96 62 73 22 50 40 35 35 35 33 37 70 48 64
internal_value=-6.47415e-05 0.00589998 0.00103619 0.0102331 0.0027261 -0.0171077 0.0253888 -0.015592 -0.00235399 -0.023359 -0.000334662 -0.019429 -0.00381078 0.00248881 0.00067624 0.00271008 -0.000102296 -0.00273789 0.000521225 -0.00315284 0.00140797 0.00950746 0.00398909 -0.0151156 0.0189046 -0.00372843 0.0444013 0.00290525 -0.0153349 -0.00404276
internal_weight=0.0505642 0.0140241 0.0120677 0.00777007 0.00661529 0.00352783 0.00308746 0.00429759 0.0365402 0.00320472 0.0333355 0.00429431 0.00319964 0.0290412 0.0277021 0.0264726 0.0239352 0.022118 0.0210792 0.0191728 0.0169786 0.011443 0.0101307 0.0044416 0.00568909 0.0030138 0.00267529 0.0033852 0.00553565 0.00426053
internal_count=2900 1316 1268 912 840 607 233 356 1584 194 1390 451 328 939 885 849 766 700 604 542 469 307 267 127 140 68 72 92 162 114
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=7 18 7 18 18 7 23 23 18 9 21 18 23 3 6 23 16 18 23 23 19 13 22 20 22 23 22 10 8 10
split_gain=6.30373e-05 0.000194968 0.000128548 0.000180151 0.000328009 0.000422901 0.000121046 0.000249479 0.000165734 0.000144879 0.000270912 0.000112791 0.000208246 0.000160878 0.000296023 0.000255659 0.000252336 0.000240642 0.000208808 0.000156283 0.000179485 0.000256124 0.000142772 0.000278121 0.000182002 0.000176362 0.000272228 0.000199292 0.000309753 0.00029401
threshold=22.726915405250001 13.197799034350002 22.398098708400003 12.960276960650001 13.057710350500001 22.580174331950005 -0.17732499999999998 -0.25445999999999996 12.960276960650001 186.14781787895004 6.415941214150001 13.3584252364 0.092290000000000025 92.913112988300014 16.445384243750002 0.087265000000000023 22.654947022900004 13.565012728250002 0.11467000000000002 0.094625000000000029 14.251149826300002 108.36905878025001 0.072320000000000023 40.337496327150006 0.03546500000000001 0.093295000000000031 -0.22089 62.55235532115001 8.3434888241000014 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=2 -2 6 -4 -5 -6 7 -1 9 10 -8 12 -3 16 -15 -16 17 -13 19 22 21 -21 24 -24 25 26 -19 -28 29 -29
right_child=1 11 3 4 5 -7 8 -9 -10 -11 -12 13 -14 14 15 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.022341109724852787 -0.032890131596088772 -0.0091475750979466836 -0.01889853641214365 0.067323117189550571 0.056091408731063747 -0.022835393470080536 0.056703513409020634 0.040689847145997368 -0.031643053046923351 -0.018995480853037539 -0.013825990439767255 0.03871618190217524 0.044303896396018401 -0.058523466209273123 0.030660923720130379 -0.030353984774737337 0.049690631799870398 -0.047888330721841219 0.028664034027808441 -0.03510314495197784 -0.052895831153467181 0.018612595816127064 -0.057381006895051039 0.0094033124015543805 0.042391202376115253 0.035490950883102626 -0.036148714169808159 -0.02747525292303267 0.03534169002213524 0.012041661623833189
leaf_weight=0.001030963396605411 0.0019680255261352092 0.0014203288371841252 0.0010625155158663019 0.0013732875376746279 0.0011107659947850318 0.0017459779275765808 0.0010421893832035364 0.001606386621638479 0.0021854793294557723 0.0017144350238571526 0.001140705154001706 0.0014152945377645656 0.0014972214853545829 0.0013763940121110227 0.0012931496921211316 0.0014644335062823366 0.0010056565186289381 0.0013080914611037437 0.0018425763153018171 0.0019205798897970324 0.0013661569752230207 0.0016504966585095815 0.0012510096089298614 0.0012432894396747565 0.0010261994585867166 0.001196200054261882 0.0013308614265845767 0.0033114550484352051 0.0025296490501700575 0.0043639071852143718
leaf_count=135 86 39 29 32 53 54 96 85 192 78 86 28 35 51 34 70 37 182 111 223 33 49 115 109 73 50 41 159 102 433
internal_value=-6.62942e-05 -0.00229292 0.00561931 0.0179136 0.0271602 0.00785311 -0.00184246 0.0160505 -0.00960039 0.00276033 0.0198472 -0.000512058 0.0182825 -0.00228689 -0.0206468 -0.00174146 0.000549269 -0.0013695 -0.00370031 -0.00635095 -0.0220695 -0.0102766 -0.00193162 -0.0240922 0.00173715 -0.00123426 -0.0046546 0.000247816 0.00499438 -0.0050075
internal_weight=0.0497937 0.035781 0.0140127 0.00529255 0.00423003 0.00285674 0.00872016 0.00263735 0.00608281 0.00389733 0.00218289 0.033813 0.00291755 0.0308954 0.00413398 0.00275758 0.0267614 0.0257558 0.0243405 0.0224979 0.00493723 0.00357108 0.0175607 0.0024943 0.0150664 0.0140402 0.012844 0.0115359 0.010205 0.00767536
internal_count=2900 2060 840 168 139 107 672 220 452 260 182 1974 74 1900 155 104 1745 1708 1680 1569 305 272 1264 224 1040 967 917 735 694 592
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=21 21 15 20 8 8 22 12 15 22 8 18 17 23 6 0 3 0 20 15 21 20 10 19 6 18 22 22 5 16
split_gain=6.37817e-05 0.000196531 0.000182467 0.000162401 0.000150159 0.000262169 0.000211181 0.000263545 0.000238168 0.00051205 0.000223596 0.000213336 0.000330645 0.000264525 0.000188547 0.000148467 0.000270415 0.000516664 0.000338164 0.000245977 0.000157423 0.000341585 0.000262777 0.000270394 0.000461629 0.000236204 0.000141288 0.000211658 0.000335824 0.000295384
threshold=3.3208308644500009 4.3636502323000004 32.540328261750005 43.812290675100009 9.5425530862500008 8.6432548896500023 -0.053019999999999991 220.36414724030001 39.283112803100003 -0.10098 8.2435668022500028 14.682853263650001 205.32027903760002 0.079785000000000009 16.505385645700006 85.613949164150014 93.770731131900007 86.001087134900004 42.027086531450003 27.288673764350005 5.1659621353500009 40.421032462050007 61.960894532450006 14.551174033150001 16.455384477450004 13.278511569200001 0.090855000000000033 -0.060760000000000002 21.850554661550003 15.689963310050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 9 10 -1 13 -13 -8 -7 19 17 -17 -18 -3 21 -19 -22 24 25 -24 27 28 29 -27
right_child=1 15 -4 -5 -6 14 11 -9 -10 -11 -12 12 -14 -15 -16 16 18 20 -20 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0057992684487226664 -0.051774630182100649 0.01265045921881091 -0.0059231155035509575 0.038154154732055322 0.039315269891948119 -0.0045615848511207577 0.078304849407286423 -0.037460329434521232 0.044837314132320352 -0.0464450736229641 0.048881552251485917 -0.040394644677674243 0.035589155406546537 0.015293274599381632 -0.064199594215164232 -0.068897652249825164 0.061811402035008456 -0.014828074126330085 -0.0041452639916423738 -0.046919207149836328 0.048608137528014607 0.061403174703945421 0.041898372470319717 0.039601771273508911 -0.053872192571585355 0.0028501700005961654 -0.031706712157998689 0.023265671412296254 0.036307776791472374 -0.037190808237731243
leaf_weight=0.0015516109727834178 0.0014749700641530595 0.0012052097574035128 0.0021087877305170366 0.0013455888994730039 0.0010114165901460295 0.0011093630271857844 0.0010662016450835288 0.001938014417405068 0.0011982714207747769 0.0018423143021298982 0.0014435492181519294 0.0011357056192342996 0.0011552247192304008 0.0017759912175310255 0.0010152790964781389 0.0010777895202676016 0.0016171070549830793 0.0010872035919781689 0.0014968853888341904 0.001631580275236192 0.0010100924673439029 0.0012796604375195364 0.0011645866768343902 0.0013249501658947329 0.0018876679847035218 0.0036870657093027292 0.0017316924235097455 0.002726835165396505 0.0013975943871642471 0.0036824419828188626
leaf_count=206 116 161 84 54 36 46 41 186 36 102 42 137 59 68 39 48 29 40 51 124 26 74 38 27 58 358 168 151 49 246
internal_value=-5.76118e-05 -0.00274466 -0.0247943 0.00476881 0.00200312 -0.000474511 0.00480766 -0.00537677 0.00492492 -0.00496162 0.0205547 0.0206281 -0.00207905 0.038931 -0.0330601 7.66499e-05 0.00252081 -0.00137358 0.0301063 -0.021611 0.00209532 0.0263868 -0.000993651 -0.00383992 -0.00737589 -0.00127663 -0.00507842 -0.00106657 -0.00863463 -0.0171578
internal_weight=0.0491807 0.0315921 0.00358376 0.0175885 0.0162429 0.0152315 0.0131069 0.00797376 0.00603575 0.00483747 0.00299516 0.00513312 0.00229093 0.00284219 0.00212464 0.0280084 0.0251716 0.0220576 0.00311399 0.00283679 0.0209798 0.00236686 0.0186129 0.0176028 0.0162779 0.0143902 0.0132256 0.0114939 0.0087671 0.00736951
internal_count=2900 1848 200 1052 998 962 877 572 386 350 248 305 196 109 85 1648 1363 1283 80 285 1235 114 1121 1095 1068 1010 972 804 653 604
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=0 10 13 18 0 9 0 7 16 7 21 21 23 23 22 22 22 9 21 7 7 20 6 18 22 16 0 16 13 2
split_gain=6.29308e-05 0.000114619 0.000232967 0.000138897 0.000111479 0.000234039 0.00021791 0.000101198 0.000140763 9.79796e-05 9.60796e-05 0.00019746 0.000237201 0.000259251 0.000259644 0.000442693 0.00021941 0.000203233 0.0001856 0.000368934 0.000419231 0.000187975 0.000240035 0.000297074 0.000327353 0.000365444 0.000327814 0.000294992 0.000627524 0.000281497
threshold=113.28087178455002 84.906884675850009 95.870416931800023 17.327266398450003 98.851916998450022 191.40721473735002 101.23657936015002 25.396105459650006 18.764956119400004 25.178984058200005 2.6263314141000005 2.1194692063500002 0.083415000000000031 0.092425000000000021 -0.095019999999999993 -0.071129999999999985 -0.088514999999999996 194.29350362915002 4.6945295958000006 22.580174331950005 24.122256664450003 38.238138001450004 16.465384711100004 13.788608055100001 -0.084239999999999995 22.604947139800004 86.345209775600011 22.634947069650003 117.56896250265002 147.22108985190002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 9 -9 10 11 12 16 -14 -15 -16 -4 -18 19 -12 -21 -20 23 24 25 29 -26 28 -24 -23
right_child=-2 -3 3 -5 5 6 -8 8 -10 -11 18 -13 13 14 15 -17 17 -19 21 20 -22 22 27 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.040971285089712338 -0.024333118869404292 0.028638722645237581 -0.011314420118552536 0.030721222060966169 0.020018166613323129 -0.071299864083064643 -0.0070415486186791391 -0.0018374838825210499 0.042436694278646332 -0.028739270805656626 0.029705244942112987 0.040049445209139077 -0.036720815344331359 0.044007006463069001 -0.062235603343654404 0.02496736898999552 0.0059585313037598545 0.063295071624201851 0.040999858911654967 -0.064250335196543787 0.0039658102583589568 0.045271011959428231 -0.036597968884704915 -0.011832258327971452 0.012383505197994776 -0.047518436260173914 0.079739845875919937 -0.042342723670602128 0.039977981458211055 -0.015667422900454652
leaf_weight=0.0013714394382213979 0.0010443146853353824 0.001403129852981507 0.0012931707971541861 0.0015063639892787242 0.001066721918588808 0.0010010019147945748 0.001116218603982172 0.001502065838984378 0.0013758857298533655 0.0011601949391533131 0.0011299777442717934 0.0016794931680403921 0.0022177632999826891 0.0012307242390523507 0.0010225732033104515 0.0013516699404174642 0.0010635156904896803 0.0014764169126237903 0.0011393662283765696 0.0021438531741591049 0.0015538902010261424 0.0018392596403309369 0.0022139451552965475 0.0046354978454733464 0.0014215576416547471 0.0010711303882196196 0.0014694570866033985 0.0025877015870840736 0.0020714040165428216 0.0012894950048351062
leaf_count=216 304 253 117 54 69 105 99 109 49 56 76 53 99 41 33 44 39 36 50 81 61 45 171 262 44 40 44 94 82 74
internal_value=-5.1139e-05 0.000483785 -0.000374987 0.000872492 -0.000170155 -0.0181779 -0.0374223 0.00126539 0.019329 -0.000137294 0.000787 0.00840274 0.00289825 -0.00981849 0.00673173 -0.0125905 0.0222158 0.0392872 -0.002727 -0.0203025 -0.0355841 0.0015716 -0.000843697 0.00785351 0.0207226 0.00289618 0.0466197 -0.0156824 0.000416455 0.0201556
internal_weight=0.0484492 0.0474049 0.0460018 0.0446303 0.043124 0.00318394 0.00211722 0.03994 0.00287795 0.0370621 0.0359019 0.0113353 0.00965583 0.00582273 0.00360497 0.00237424 0.0038331 0.00253993 0.0245665 0.00482772 0.00369774 0.0197388 0.0185994 0.0117264 0.0070909 0.00419989 0.00289101 0.00687305 0.00428535 0.00312875
internal_count=2900 2596 2343 2127 2073 273 204 1800 158 1642 1586 462 409 217 118 77 192 75 1124 218 142 906 856 509 247 159 88 347 253 119
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=7 18 18 15 2 2 21 12 9 12 17 7 17 18 7 6 18 22 16 0 6 18 6 9 4 9 20 20 18 18
split_gain=5.87175e-05 0.000181371 0.000124674 0.000234464 9.8082e-05 0.00011967 0.000247039 0.000180956 0.000373757 0.000180314 0.000170549 0.000163248 0.00030431 0.000212529 0.000228637 0.000293143 0.000228903 0.000136734 0.000173698 0.000292419 0.000316252 0.000224237 0.000206 0.000199884 0.000134591 0.000108412 8.39505e-05 0.000423669 0.000224763 0.000308915
threshold=22.726915405250001 13.197799034350002 14.255915995100002 20.742056627150003 68.519383356500015 122.26439358135001 8.8712712239000009 129.90914191640005 195.07922778810004 155.27099795600003 194.58701840130001 23.124786352450005 191.55545126530004 13.482409244300003 23.724432465350002 16.435384010100005 13.713893333650001 0.20327000000000003 22.604947139800004 89.057864029250013 15.825369757250002 15.312071772700003 11.815276062050001 184.23786624375001 371.16724128940001 208.47660979520001 42.718072821900002 43.874475754150005 12.903279561150002 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=2 -2 3 -1 -3 6 7 8 -6 -7 -10 12 -11 -13 15 -15 -16 18 19 -18 21 -21 23 -23 -20 -24 28 -28 -5 -30
right_child=1 4 -4 26 5 9 -8 -9 10 11 -12 13 -14 14 16 -17 17 -19 24 20 -22 22 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.037850812391691274 -0.032863281470041125 -0.021447497146664316 0.03934107631473327 -0.006544762151329331 0.057907926365887374 -0.043985777160540848 -0.020198220296630834 0.047924150931867873 -0.035741918827543871 0.012678303084320407 0.014163116671800265 0.03238574752229037 -0.061776841746661863 -0.068011437500818367 0.048073569378273097 0.003991808441125246 -0.049810752000938235 0.030073213589672396 0.047981586971759436 -0.038397166777261044 0.050927002480644079 0.006113973235757411 0.039300981610050287 -0.042455468273637602 -0.0030191737565606743 0.0012512514044789975 -0.059042046688530948 0.015603186518511622 0.056412100594601881 0.0020651465158050596
leaf_weight=0.0012731151096233651 0.001831058626847965 0.0020941249932360231 0.0010100277991424303 0.0031251206974787782 0.0011415571511569304 0.0010100919436413008 0.0018239317893851137 0.0018371617136341278 0.0013376463249537189 0.0010410076355249513 0.0014031027404968199 0.0020760090740097317 0.0011613371534424655 0.001103405882554343 0.0010468705671158327 0.0011596974213343714 0.0014860478452751761 0.0013362331127700728 0.0010565212618445221 0.0019226570419943493 0.0010054324684460872 0.0018385315055122276 0.0014507649243427068 0.001571670127704046 0.0010141136531203188 0.0015476116419466668 0.0010401101804509427 0.0028270859035026685 0.0020660998780206441 0.0021181378781935933
leaf_count=184 86 92 89 171 55 80 99 78 75 34 71 56 54 70 24 45 49 112 29 165 29 356 59 205 42 95 93 154 75 74
internal_value=-4.56919e-05 -0.00224234 0.00555158 0.00281028 -0.000515318 0.000927968 0.0118477 0.0220671 0.00983113 -0.00268039 -0.0101935 -0.000768101 -0.0265833 0.00213031 -0.00145077 -0.0311143 0.00294368 -0.000376525 -0.00353226 -0.00860915 -0.0020514 -0.00844495 0.000541099 -0.0162704 0.0230035 0.0196616 0.00744196 -0.00447319 0.013746 0.0289007
internal_weight=0.0477563 0.0342966 0.0134597 0.0124497 0.0324655 0.0303714 0.0075434 0.00571947 0.00388231 0.022828 0.00274075 0.0218179 0.00220234 0.0196156 0.0175396 0.0022631 0.0152765 0.0142296 0.0128934 0.0108227 0.00933667 0.00833124 0.00640858 0.0034102 0.00207063 0.00299838 0.0111766 0.0038672 0.00730936 0.00418424
internal_count=2900 2060 840 751 1974 1882 378 279 201 1504 146 1424 88 1336 1280 115 1165 1141 1029 958 909 880 715 561 71 154 567 247 320 149
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=9 18 7 18 15 19 18 7 20 6 6 3 20 23 18 7 17 19 8 22 0 20 21 16 16 23 17 16 23 18
split_gain=6.00246e-05 0.000111756 0.000222784 0.000161932 0.000100573 0.000320384 0.00016756 0.000146711 0.000157205 0.00014465 0.000122605 0.00018892 0.000126481 0.000201518 0.00019429 0.000235126 0.000234601 0.000198521 0.000390997 0.000313917 0.000261362 0.000177286 0.00026502 0.00016394 0.000242297 0.000439619 0.000280928 0.000160392 0.000156529 0.00014629
threshold=38.559541491950007 18.257352782400002 26.752366550650006 16.671733559250004 21.595769066000003 12.250988447150002 14.708525021850003 25.926164922500003 47.480720532750006 13.665319288000001 13.955326063950002 82.866344954800013 41.792045663550006 0.12064000000000002 14.662165311550002 23.789355599150003 199.30127897920002 14.351157895250003 8.3434888241000014 -0.071129999999999985 86.780739992750014 38.592454371550012 7.080793571600001 22.644947046300004 22.574947209950004 0.093295000000000031 195.24502669890003 21.084950694200003 0.087725000000000011 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=-1 2 3 4 5 6 -2 8 9 -6 -11 -12 13 14 15 16 17 19 -19 20 -13 -20 -23 24 26 -26 27 -14 -25 -17
right_child=1 -3 -4 -5 7 -7 -8 -9 -10 10 11 12 23 -15 -16 29 -18 18 21 -21 -22 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.01747956349360523 -0.027827644398721305 0.032830203273004815 -0.035195847266675316 0.035341841200039852 -0.032441608873476462 -0.058232647120575277 0.022137476632535166 0.037250958222624912 0.03158772609737192 0.034284582576689634 -0.039092217547093508 -0.065990213221227154 -0.0076483892067536448 -0.02809880423374719 -0.018034051390962844 0.022345359522026299 -0.039874943917022329 0.063408580927449415 0.036215025741883559 0.020582538253268695 -0.00014257283839024074 -0.032573309610103462 0.028172324186266803 0.035490940700285807 -0.068098723193807081 0.0003439896742439164 -0.027136446477789622 0.043151334028637786 -0.013019880149282948 0.066001364085001651
leaf_weight=0.0018949469432554952 0.0010730560628536374 0.0010564179239557622 0.0017358463962230527 0.001357004215429918 0.0013754933198674149 0.0011939502074957038 0.0017920940516046729 0.0011359953102680889 0.0015803949229886696 0.0010496779796831382 0.0012169003318973593 0.001108604103657632 0.0010380446408912447 0.0016021802388692654 0.0023315315374636816 0.0027701500191970032 0.0010208636349489106 0.0016778387556453112 0.0013744679022238415 0.0024419194144604441 0.0013211188544630659 0.0017233411357899797 0.0012313891573612068 0.0014985907782034688 0.0018430306926222606 0.0019121306308440139 0.0020001647759553265 0.0015489693629433532 0.001195982146999789 0.001061805697998075
leaf_count=420 151 183 183 84 165 134 126 74 54 55 37 100 152 55 113 93 30 40 32 89 34 52 27 50 81 58 88 39 63 38
internal_value=-4.2978e-05 0.000686913 -8.11214e-05 0.00135387 0.000232224 -0.0147114 0.00342454 0.00186894 0.000750103 -0.000668933 0.000656661 -0.000449215 0.00108243 0.00589085 0.00890572 0.0128984 0.00596078 0.010262 0.0224274 -0.00473854 -0.0301867 0.00654453 -0.00725746 -0.00748507 -0.0144117 -0.0332476 0.00100789 0.0227678 0.0139595 0.0344421
internal_weight=0.0471639 0.045269 0.0442125 0.0424767 0.0411197 0.0040591 0.00286515 0.0370606 0.0359246 0.0343442 0.0329687 0.031919 0.0307021 0.0196652 0.018063 0.0157315 0.0118995 0.0108787 0.00600704 0.00487164 0.00242972 0.0043292 0.00295473 0.0110369 0.00834234 0.00375516 0.00458718 0.00258701 0.00269457 0.00383196
internal_count=2900 2480 2297 2114 2030 411 277 1619 1545 1491 1326 1271 1234 703 648 535 404 374 151 223 134 111 79 531 418 139 279 191 113 131
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=22 22 2 17 18 10 5 22 5 3 20 0 22 20 5 18 0 2 2 12 17 9 9 16 8 4 2 4 22 18
split_gain=5.79463e-05 0.000243663 0.000130505 0.000116263 0.00015323 0.000239402 0.000345233 0.000100123 0.000240987 0.000281212 0.000315891 0.000217039 0.000180981 0.000114035 0.000282709 0.000427053 0.0002852 0.000442466 0.000255051 0.00023977 0.000169856 0.00015073 0.000329739 0.000202155 0.000263037 0.000241397 0.000211618 0.000242396 0.000391491 0.000331626
threshold=-0.59309999999999985 -0.50001499999999999 158.68292856370002 234.67375690460003 17.484317143600006 84.600400448950026 11.848158554650002 -0.11600999999999999 21.495293572000005 89.805255389500005 41.134354310300004 86.20003303655001 -0.23378499999999999 41.621607100200002 21.850554661550003 14.682853263650001 86.388225105700016 159.92742394165003 107.86920410340001 194.62888214220001 189.57010944335005 199.21354841250005 202.37225149245003 16.244962012200002 8.543332867800002 161.23541642690003 87.122651665300012 221.58417634125001 -0.040019999999999993 13.326324856250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 9 10 -8 12 -10 21 15 18 17 -16 20 -20 -15 23 -23 -9 25 -25 -27 29 -29 -28
right_child=1 3 -4 -5 -6 -7 7 13 11 -11 -12 -13 -14 14 16 -17 -18 -19 19 -21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=0.042277296239250049 -0.043047313898345374 -0.055667380437130737 -0.0076777969582064861 0.033160130192801493 -0.034594933342820051 0.04453535929514453 -0.034721582764190545 -0.046553536665363104 -0.015445996065795982 0.060460929649537913 0.035175747327897043 -0.035644508152187705 0.034712782819893838 -0.043915617613000536 0.018334322271024883 0.013922420264188776 0.037812901502150248 -0.058235088875117406 -0.1000085129502466 -0.035981606403239171 0.013999189306799255 0.044503836065686905 0.0004359515791824023 -0.032356094800915836 -0.03774363818247195 0.056912671167874344 0.020995413314993536 -0.008727267595580469 0.066271705217917906 -0.058879548392998818
leaf_weight=0.0010021061526335742 0.0013249791948865891 0.0011071073114911683 0.0010937389364965022 0.0010624326114554846 0.0012662169080315524 0.0012104619186361762 0.0010682558748995492 0.0010560126159478338 0.0013941879349068757 0.0016007065382916963 0.0016379573770337608 0.0015845508629947491 0.0014861444405018798 0.0010086555897368399 0.0020073252034950861 0.0020865737409243579 0.0019764199992060583 0.001209381925192609 0.001012915089857902 0.0013840992575513411 0.0010170112831247025 0.002382921687374806 0.0059069825843499901 0.001236148474959009 0.0015378627403026535 0.0010514903642331319 0.001053846461573138 0.0014736608259617876 0.0013189252327556735 0.0010256890323034895
leaf_count=54 133 240 79 77 303 152 70 79 121 43 96 73 121 31 118 135 58 151 43 62 30 71 296 36 35 23 42 54 41 33
internal_value=-4.16943e-05 -0.000807193 0.0162077 0.000489428 -0.000335018 0.00072731 -0.000610941 0.000971536 0.0103603 0.0272364 0.00758434 -0.00591884 0.0104341 -0.00179711 -0.0094854 -0.0233683 0.00791597 -0.0104534 -0.0409617 -0.0630377 -0.0148388 0.00318923 0.0131032 -0.00523694 -0.000220534 0.00783915 0.0162272 0.00744649 0.0266944 -0.0184013
internal_weight=0.0465848 0.0444889 0.00209585 0.0431639 0.0421015 0.0408353 0.0396248 0.0385177 0.0087718 0.00430692 0.00270621 0.00446488 0.00288033 0.0297459 0.0117024 0.00650925 0.00519313 0.00321671 0.00442268 0.00239701 0.00202567 0.0180435 0.0082899 0.00975364 0.00869762 0.00715976 0.00592361 0.00487212 0.00279259 0.00207954
internal_count=2900 2767 133 2634 2557 2254 2102 1862 524 209 166 315 242 1338 628 301 327 269 166 105 61 710 367 343 264 229 193 170 95 75
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=14 12 20 15 23 22 23 15 20 13 5 23 4 4 6 20 21 6 23 18 16 20 22 5 15 15 16 7 18 21
split_gain=6.23715e-05 0.000119793 6.53444e-05 0.000230783 0.000102821 9.09748e-05 9.20884e-05 0.000222623 0.000312973 0.000212984 0.000204382 0.000192382 0.000161735 0.000192067 0.000130471 0.000261744 0.000253507 0.000224191 0.000218661 0.000191615 0.000197992 0.00022756 0.00030798 0.000248717 0.000167534 0.000164564 0.000590872 0.000193474 0.000168973 0.00016846
threshold=142.72171872485004 88.918697887850016 35.461062230100005 32.895435401150003 -0.25765499999999997 0.28022500000000006 0.10236000000000002 38.469938489650012 41.061442884200012 108.36905878025001 20.766972852450003 0.099010000000000029 165.01827963435002 173.95266242615003 16.505385645700006 38.238138001450004 3.3208308644500009 16.575387281250006 0.095845000000000027 13.086509421050001 22.634947069650003 41.061442884200012 -0.090694999999999998 23.052327720550004 27.122924609850003 38.97275740620001 22.494947397000004 26.153845577000002 15.653972037550002 5.8597508135000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 -9 -8 -11 12 -6 -14 15 -15 -16 -18 19 -17 21 22 -21 25 -24 26 27 28 29 -23
right_child=1 2 4 -5 5 -7 7 8 -10 10 -12 -13 13 14 16 18 17 -19 -20 20 -22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021635418211412644 -0.025463818081329873 -0.012898973954809496 -0.026220155234568956 0.051988354868470567 0.026392058774980316 0.029781801014550854 -0.026200507894697484 -0.063610903669146943 -0.0014244004437276125 0.048515424751076036 -0.0065932253523924263 0.032522170897583545 -0.037212061652977753 -0.033719473798085119 0.015630802683967861 0.046569043033557522 -0.069721430013923918 -0.0058191447416189998 -0.036456062337979565 0.047828838888134467 0.036710284377154366 0.030563783850769889 -0.03414355998934409 -0.050934105651166434 0.019301720094522027 0.028839901493779591 -0.077731548473479017 -0.018333615297424655 0.046659319928875453 -0.015283735849328668
leaf_weight=0.0012896270387834424 0.0018674317245806959 0.0011824854329246437 0.0014969693094192401 0.001021757533408163 0.0021542493443911853 0.0010319619744922825 0.0014208295162509389 0.0014909730401573285 0.0017701648713659701 0.0013804964561572319 0.0013131105683577005 0.0019472174557312897 0.0014714020892862547 0.001787733546092493 0.0013979227128104723 0.0012554480068456371 0.0011358925451827595 0.0010626180242565286 0.001130339623599221 0.0022162808210237223 0.0018838573022028618 0.0013870672235558618 0.0010378818701231455 0.0010868094647949892 0.0013486804597846458 0.0015982034786357078 0.001012605162145519 0.0025214138049719208 0.0013005927890574476 0.0018981685719554608
leaf_count=36 108 254 166 31 55 71 142 44 77 40 41 86 56 153 82 70 62 104 60 106 70 82 80 73 54 41 29 315 93 219
internal_value=-4.5255e-05 -0.000672012 0.000411133 0.017179 -0.000500594 0.000485561 -0.000309825 -0.0103412 -0.0298557 0.00512617 0.0216504 0.00210534 4.07183e-05 -0.00209879 -3.72315e-05 0.00291617 -0.0176644 -0.0388352 0.00624461 0.00884698 0.00610818 0.00236655 0.0209864 -0.00556545 -0.00394087 -0.000491691 -0.00626493 0.00391728 0.0161514 0.00407365
internal_weight=0.0459002 0.0446106 0.0427431 0.00220424 0.0405389 0.0390419 0.03801 0.00737557 0.00326114 0.00411444 0.00269361 0.0306344 0.0286872 0.0265329 0.0250615 0.0214651 0.00359643 0.00219851 0.0196773 0.018547 0.0172916 0.0154077 0.00460284 0.0108049 0.00238656 0.00971805 0.00811985 0.00710724 0.00458583 0.00328524
internal_count=2900 2864 2756 285 2471 2305 2234 344 121 223 81 1890 1804 1749 1693 1445 248 166 1292 1232 1162 1092 240 852 134 779 738 709 394 301
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=0 21 20 20 8 2 13 8 4 7 17 10 0 20 6 6 13 17 20 22 22 23 9 6 15 5 23 10 16 19
split_gain=5.76419e-05 0.000113452 0.000155231 0.000290682 9.28709e-05 0.000579712 0.000151798 0.00025424 9.69879e-05 0.000234904 0.000189773 0.000288202 0.000273345 0.000251598 0.000222258 0.000205353 0.000312048 0.000157906 0.000237963 0.000217739 0.000254325 0.000330042 0.000217279 0.000328486 0.000372908 0.000223066 0.00029873 0.00025401 0.00012845 0.000116539
threshold=113.28087178455002 20.770927814650005 49.110028829250005 47.833738492450003 4.9461400813500012 187.03662689815005 98.238948544700023 7.7439566930000003 240.32447338110003 23.102607264700001 189.90635174060003 62.057679025150001 87.181320254150009 41.24714903835001 15.925372093750001 13.915325129350002 109.96062599345002 201.78545703200004 35.461062230100005 -0.29600999999999994 -0.10710499999999999 0.086945000000000022 199.21354841250005 16.375382608200002 31.198916099800005 21.446355970350002 0.088395000000000015 61.987779113750001 15.794963064500001 13.551093343600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 17 -10 -11 13 -13 -12 15 28 -17 18 -9 -20 21 -21 23 24 -22 26 -25 -27 -14 -19
right_child=-2 -3 -4 -5 6 -7 7 8 9 10 11 12 14 -15 -16 16 -18 29 19 20 22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-0.072106582191865318 -0.023585336037166206 0.032767930281655082 -0.037259042202548456 0.042500754936050808 -0.031339455607460542 0.017705994149956199 0.040811021989206775 0.048791771558672564 -0.038017973353949464 -0.042346475132202646 0.05670479261769349 -0.047851843959659683 0.038353607344557859 -0.00047395495002936844 0.029133221954655272 -0.068432557747509157 -0.0013070654120918186 0.0020671265827933937 -0.03890720951148615 0.068497223281271238 -0.0027065325997978292 0.0030725992284798397 0.020381041531638319 0.019750471365398911 -0.073342201723680861 -0.0035373703440098022 -0.054503601024164794 0.051896481331150962 -0.010065221701407915 -0.045941544705238202
leaf_weight=0.0011907260885140663 0.0010170825878673606 0.0010629808858375603 0.0011073567549492172 0.0015982527378168845 0.0014508621686368369 0.0018128776893320125 0.0015850251942185747 0.0012880683867564349 0.0020173218351327024 0.0010319897145345544 0.0015662627063619547 0.0013788941683987588 0.001038071308698818 0.0015128718983081768 0.0019920781616633576 0.0011418698369300984 0.001759946873107765 0.0010047668190455985 0.0010957547105725452 0.0014125289637831858 0.0016522799308838002 0.0016978808254464184 0.0038886636747994538 0.0010515299009057344 0.0013647270637591191 0.0017440443927370097 0.0011176827509871146 0.0015713824549354882 0.0011603455736648449 0.0010178257341841856
leaf_count=397 304 48 163 63 244 210 65 42 144 63 50 48 38 71 56 108 57 56 52 38 50 47 160 25 49 40 25 38 105 44
internal_value=-4.76518e-05 0.000492568 -0.000300648 0.000670442 -0.000978425 -0.0178986 0.000375277 0.00165018 -0.000148619 -0.00633932 -0.00126029 0.00241065 -0.00711277 0.0286111 0.000807756 -0.0102558 -0.0277211 0.00439156 0.00738665 0.00417316 0.00721854 0.0327839 0.000800734 -0.00815532 -0.0346582 0.00642346 -0.0185088 0.0227361 0.0127977 -0.0220922
internal_weight=0.045332 0.0443149 0.0432519 0.0421445 0.0405463 0.0030036 0.0375427 0.0360918 0.0345068 0.0145997 0.0125823 0.0115503 0.00847121 0.00307913 0.00709231 0.00510023 0.00290182 0.0199071 0.0178845 0.0165965 0.0155007 0.00311041 0.0123903 0.00850165 0.00301701 0.00548464 0.00216921 0.00331543 0.00219842 0.00202259
internal_count=2900 2596 2548 2385 2322 607 1715 1471 1406 740 596 533 412 121 364 308 165 666 566 524 472 85 387 227 99 128 50 78 143 100
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=5 10 21 5 15 2 20 13 0 3 20 20 21 23 9 17 9 9 22 12 22 22 19 16 12 15 5 0 17 16
split_gain=5.52673e-05 0.000149242 0.000106256 0.000162261 0.000115563 0.000198812 9.35075e-05 0.000105248 0.000396992 0.000337374 0.000220801 0.000259769 0.000215412 0.000207198 0.000190377 0.000173621 0.000271441 0.000190007 0.000342217 0.000367261 0.000237752 0.000150882 0.000124435 0.000435327 0.000283225 0.00018025 0.000154771 0.000208295 0.000144667 0.000108862
threshold=29.040033326300005 61.409760615700009 18.904039828500004 7.7286379265000011 45.169600924000008 240.40082529430001 47.833738492450003 112.82921081865001 92.031298721500022 89.227236891450005 42.178283198950005 43.45354240915001 8.8712712239000009 0.087725000000000011 204.17620834730005 184.59783591905003 188.78154115175002 201.44620319810005 -0.081169999999999992 158.37848859105003 -0.046474999999999995 -0.083794999999999994 12.651020723000002 16.514961380800003 104.53648605375001 30.807603489900004 16.579584939650001 98.851916998450022 198.80447714770006 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 -1 3 -3 6 -6 7 8 -5 -9 15 13 22 -12 -14 -11 -17 18 19 -18 -20 -15 26 -24 -25 28 27 -10 -26 -19
right_child=-2 2 -4 4 5 -7 -8 9 12 10 11 -13 14 21 -16 16 17 29 20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.038909204176391848 0.016448625180954628 -0.03982161369291215 0.026053531353065085 -0.058240497912911304 -0.054839487598675157 0.0047627286898889593 0.027455553886718109 0.051162734149528703 0.059227019839886701 -0.021626610309865898 -0.0046778810995142684 0.017517264255534841 -0.0053251350573161648 -0.02344027717499491 -0.058199071858479473 0.048081348754064696 0.0064518969571631477 0.009965655439294065 0.059516176145125214 -0.06735152597669998 -0.0031455129523595758 -0.077351594014211197 -0.061458859692037487 -0.028361080129670292 0.065193508786574594 -0.0050220960529106361 -0.013576180113018647 0.010385949336046446 0.018356989155638465 0.052058487542411096
leaf_weight=0.0010034825438461547 0.0019420550480252477 0.0010415029554898527 0.0015218641051273343 0.0012997249673201072 0.001008008618649101 0.0012582209457991933 0.0013393399085928062 0.0015041435335021438 0.0013008431813474886 0.0015037783103184496 0.0019358526368780096 0.0017990217322108037 0.0017919821858680676 0.0010476752454202654 0.0010983675588158992 0.0019641759581645601 0.0013989540251486679 0.0013413180345600573 0.0010151659573693897 0.0013015657267700931 0.0015005050704530749 0.0010290157932710819 0.0011029952692289124 0.0017235810979912003 0.0010053987660398889 0.001911625593110422 0.0012787262365038035 0.0026560740888787598 0.0019167458030047158 0.0011337500322383676
leaf_count=177 165 484 75 146 100 71 86 52 35 54 56 48 156 28 121 44 32 41 29 28 38 49 92 69 31 119 67 279 90 38
internal_value=-5.0182e-05 -0.000799984 0.000116431 -0.000865281 0.000170632 -0.0217481 0.00151677 0.000539829 -0.00511722 0.00577161 0.00174853 -0.0140574 -0.000743458 -0.0282139 -0.0254179 0.00998004 0.0149026 0.00642948 -0.00439738 -0.029119 0.0221408 -0.0501537 0.00478676 -0.00333414 0.00644287 0.0188529 0.0166686 0.0264425 0.0344717 0.029247
internal_weight=0.0446755 0.0427334 0.0417299 0.0402081 0.0391666 0.00226623 0.0369003 0.035561 0.0170861 0.0184749 0.0169708 0.00581157 0.0157863 0.00401254 0.00289035 0.0111592 0.00965543 0.00769126 0.00521619 0.00270052 0.00251567 0.00207669 0.012896 0.00766035 0.00655735 0.00483377 0.00523564 0.00395692 0.00292214 0.00247507
internal_count=2900 2735 2558 2483 1999 171 1828 1742 1205 537 485 181 1059 133 277 304 250 206 127 60 67 77 782 401 309 240 381 314 121 79
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=17 17 22 8 9 22 8 12 8 20 7 22 20 22 12 21 17 22 9 9 6 19 23 9 22 23 2 17 17 20
split_gain=5.6918e-05 0.000273041 0.00018681 0.000298109 0.000231429 0.000226657 0.000124732 0.000101355 0.000124653 0.000117715 0.000255991 0.000221162 0.000198241 0.000197778 0.00018479 0.000161353 0.000180517 0.000216674 0.000195612 0.000209362 0.000196859 0.00029947 0.000328436 0.000307528 0.000149384 0.000160532 0.000191088 0.000197394 0.000234021 0.000166062
threshold=182.28951942140003 183.58889821140002 -0.016334999999999999 8.4434108459500017 66.290220196950017 -0.23378499999999999 8.8430989333000021 88.918697887850016 8.7431769115000026 36.514114975300011 24.199020305550004 0.20327000000000003 38.175120519550006 0.090855000000000033 178.88951783280001 1.1877328917500003 206.41783130310003 -0.086339999999999986 211.98908248575003 207.97320095065001 16.465384711100004 14.451165964200003 0.10045500000000003 189.78071820640002 -0.031989999999999998 0.098200000000000023 83.184949473500012 189.27091549140002 192.49174628505003 41.061442884200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -3 9 10 -9 12 14 15 -11 -14 18 -18 19 20 24 22 -22 -23 25 26 -17 -28 -29 -30
right_child=1 6 -4 -5 -6 -7 -8 8 -10 11 -12 -13 13 -15 -16 16 17 -19 -20 -21 21 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0056802241959971831 -0.049573000844300552 -0.028858627220224545 -0.028824687190866494 0.052225274865985244 -0.018281453764550586 0.055792536256369298 -0.02643403655771764 0.051595679699559596 0.035273809985696028 -0.063152518182371553 -0.014296113121848256 0.032085287018113966 0.029792048305296609 -0.037456821588127541 -0.0032342548823631086 0.052163754166438994 -0.059229621259816824 -0.00085181708191039312 0.042910711563039709 -0.04330552167593836 -0.061378786459222491 0.054205035217190591 0.009796784443500588 -0.016792589597730324 0.037168512691901912 -0.020685563483860712 -0.030286815844293238 0.045660566389091752 0.033759606931689223 -0.01192982440563245
leaf_weight=0.0012111197258827047 0.0011541436855027195 0.0010849184567275896 0.0011853686000686432 0.0015762683566225011 0.0026051394470867325 0.0011882873598346982 0.0017163710125024439 0.001329855179978518 0.0011017274930509293 0.0010184386305856696 0.0010592255522941421 0.0019189936494251594 0.0018651842561749335 0.0013743990601959846 0.0010406242395412379 0.0010108679704785399 0.001102100866159611 0.0015026435671520169 0.001127791213713202 0.001052133432156487 0.001795148550643221 0.001019304642817076 0.0010148251910102601 0.0015196873188105808 0.0017248746316971446 0.0019186003517618353 0.0012533236450177343 0.0016203143725426195 0.001096263514149709 0.0028994805562339368
leaf_count=107 72 57 228 61 319 89 92 49 39 56 178 100 100 106 79 21 158 120 65 60 86 27 33 53 76 81 106 62 41 179
internal_value=-5.16204e-05 -0.00171309 0.00771879 0.0143012 0.00235634 0.0247637 -0.000142378 0.00120666 0.00221446 0.00104947 0.0223818 -0.000715541 -0.00305063 -0.000584413 -0.0328706 0.00157001 -0.000860545 -0.0255522 0.00251513 -2.64694e-05 0.00267229 -0.013182 -0.0356736 0.0117101 0.0100314 0.00525447 0.0115701 0.00559649 0.0136045 0.000605427
internal_weight=0.0440874 0.0363212 0.00776618 0.00658081 0.00500455 0.00239941 0.0351671 0.0334507 0.0323658 0.0312641 0.00238908 0.028875 0.026956 0.0248969 0.00205906 0.0235225 0.0216574 0.00260474 0.0190526 0.0179248 0.0168727 0.00534897 0.00280997 0.00253899 0.0115237 0.00979885 0.00788025 0.00686938 0.00561606 0.00399574
internal_count=2900 2096 804 576 515 196 2024 1932 1875 1836 227 1609 1509 1374 135 1268 1168 278 890 825 765 199 119 80 566 490 409 388 282 220
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=9 18 7 18 16 19 15 17 17 16 16 18 3 20 17 10 13 20 16 21 22 6 0 0 20 23 23 13 19 18
split_gain=5.57317e-05 0.000105089 0.00016165 0.000130213 8.84641e-05 0.00013627 0.000225931 0.000112335 0.000172655 0.000162334 0.000220308 0.00022219 0.000280693 0.000173847 0.000142542 0.000135034 0.000349048 0.000144517 0.00025553 0.000247298 0.000233251 0.000323956 0.000286546 0.000225428 0.000211526 0.00015514 0.000132423 0.000113297 0.000123062 9.72771e-05
threshold=38.559541491950007 18.257352782400002 26.752366550650006 16.671733559250004 12.644970430600003 11.950964240300001 21.595769066000003 182.28951942140003 184.18061320350003 15.604963508800003 18.634956423400002 15.042884401850001 85.622014538550019 36.625813070500008 179.88087463185005 66.697957758300021 113.58197909515002 41.792045663550006 22.644947046300004 5.5487347714000004 -0.073724999999999999 16.445384243750002 86.280686780500005 86.20003303655001 41.028010303750008 0.094415000000000013 0.087725000000000011 116.59305220125002 13.051052998800001 14.935824884600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 14 -9 -10 29 12 -12 -14 27 16 -15 20 19 -19 21 -18 -22 -21 -23 -25 -20 28 -8 -11
right_child=1 -3 -4 -5 5 6 7 8 9 10 11 -13 13 15 -16 -17 17 18 26 23 22 24 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017465828861156534 -0.029062502409697384 0.032491581708763193 -0.031239632999934021 0.032615524498001251 0.029987864018276852 -0.037865885987870024 -0.005536742449395198 -0.039434735162760894 0.033390793067562527 -0.0083957986696203829 -0.052538349376571994 0.038072807821001906 0.031642809458684161 0.057033540357273954 0.047036879539652722 -0.028163478019550443 -0.04107990783797548 -0.054221762723004913 0.035552995662469555 -0.041352932156863545 -0.00085917004222993616 -0.0090465152658048224 0.051448541712997155 -0.012177824376544242 0.04955580978108326 0.038548773850143929 -0.010872476503047268 -0.017448350233176948 0.038378513314017967 -0.049447984554508273
leaf_weight=0.0017622461981937612 0.0010114502879141887 0.0010138183489689914 0.0016017448456700977 0.0012741462650030224 0.0015446127714693328 0.0015360125180848829 0.0011667383061851914 0.0011263180256269314 0.0014239364090720122 0.0010642773970683797 0.0010077712495757387 0.0015596403315889509 0.0017526399620351176 0.0010583049343040321 0.0010966033336146097 0.0017000132977251772 0.0018523221649537902 0.0017874746459867197 0.0013870534800826118 0.0014015073228552111 0.0022290206605704022 0.0015890481950631141 0.0019753948565011115 0.0014579414236095545 0.001005789540670321 0.0010280450363211457 0.0011029558511573383 0.0013314024578459926 0.0014083594692726464 0.0012612725075769049
leaf_count=420 197 183 183 84 93 151 120 56 70 98 73 59 51 31 34 74 43 76 42 86 71 56 73 36 30 23 56 123 71 137
internal_value=-4.60936e-05 0.000689086 -0.000102287 0.00117196 0.000113918 0.000914649 -0.000357146 0.00134873 -0.00105625 0.000507406 -0.00127837 0.00158123 -0.000966922 0.00146994 0.0151787 -0.00123159 0.0013298 -0.00217577 -0.0117182 -0.0234365 0.00683 -0.00913524 0.023717 -0.00928133 0.0136684 0.00879945 0.0149887 0.00623577 0.0184812 -0.0306606
internal_weight=0.0435179 0.0417556 0.0407418 0.0391401 0.0378659 0.0368545 0.0353098 0.0337738 0.0287707 0.0276444 0.0262205 0.0238949 0.0223353 0.0213275 0.0050031 0.0195749 0.0178749 0.0168166 0.00816498 0.00567497 0.00865158 0.00444716 0.00420442 0.00388749 0.00259484 0.00248599 0.00249001 0.0039065 0.0025751 0.00232555
internal_count=2900 2480 2297 2114 2030 1833 1740 1589 1241 1185 1115 880 821 748 348 697 623 592 319 221 273 129 144 145 86 59 98 314 191 235
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=22 22 16 5 5 0 5 3 6 20 5 3 10 0 6 8 18 18 22 7 17 20 20 4 18 7 16 21 6 6
split_gain=5.57893e-05 0.000178279 9.02954e-05 0.000156558 0.000204846 0.00027311 0.000171771 0.000163955 0.000155923 0.000403571 0.000188291 0.000172043 0.000292088 0.000277931 0.000217261 0.00024392 0.000179858 0.000189298 0.000262331 0.000172343 0.000182926 0.00016581 0.000247486 0.000171208 0.000163239 0.00013342 0.000130305 0.00010316 0.000102886 9.90503e-05
threshold=-0.59309999999999985 -0.50001499999999999 22.724946859200003 23.606333875400001 22.963361893800002 85.716110573100011 25.763052016400003 93.770731131900007 16.455384477450004 40.621691032550004 21.495293572000005 88.727183679150016 68.214248143850014 86.530713386650021 16.285380505300001 8.3434888241000014 13.954623666350001 14.752187928300001 -0.079824999999999993 24.373474566200006 189.37128582595003 39.788107623550012 42.622319549950006 237.11242894575003 13.668531103750002 27.198839780950003 18.844955932300003 1.0000000180025095e-35 16.455384477450004 16.485385178400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 28 8 11 -10 -11 12 -7 -13 15 -15 -14 18 -18 -19 -21 27 23 -23 -17 -25 -20 -22 -5 -8
right_child=1 2 -4 6 -6 7 29 -9 9 10 -12 13 16 14 -16 24 17 19 26 20 21 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.016347227809397052 -0.038346009459978778 -0.042899736851426173 0.020184064211462967 -0.061787962872506687 0.033514539792223456 -0.046192673392954693 0.024411666953599837 0.033625727453695645 0.025045054875314249 -0.074852329863262845 -0.019819916243898519 -0.018807310004206924 0.035997050548576263 0.050949624207084182 0.055211061352678462 -0.030664252968538908 -0.057294217786812984 0.039745954071251408 0.020796472990869244 -0.033516836444937109 0.0095822798973063811 0.068422797284759723 -0.010889049936699537 -0.0062191171021802535 0.018781434880943644 0.044387874090054499 -0.02625071323422953 -0.030447963571662802 -0.018438981656516012 -0.017399716772319
leaf_weight=0.001981610427191304 0.0012288807208547794 0.0014403714480409951 0.0021652276581396448 0.0010076764083172948 0.0018920473254857564 0.0014103863866837861 0.0010032799893956446 0.0015248023646563516 0.0013944836325663337 0.0010302963488584282 0.0015677510872103007 0.001784957230285932 0.0013657168691942898 0.0011850637270415243 0.0017941989999599173 0.00121443028547219 0.0013156047317526287 0.0012484760622763083 0.0012383760259599983 0.0013725088035722267 0.0010883559854478119 0.0010005453734844849 0.0019786891320600075 0.0010837012334690699 0.0014830347811169986 0.0010032148442825073 0.0011221441475299798 0.0015759973373430172 0.0011989696480523976 0.0013017055024072827
leaf_count=133 133 64 92 90 76 93 68 28 40 44 46 45 73 74 52 25 133 114 54 280 132 43 196 102 41 84 42 156 109 238
internal_value=-4.06261e-05 -0.00083228 0.000326242 -0.000816474 0.00156443 -0.000371672 -0.0182922 0.0016851 -3.84243e-05 -0.0183512 -0.0416439 0.00297469 -0.00263631 0.0156107 0.0264329 0.0131338 0.00135446 -0.00201831 -0.0215117 0.00490439 0.000125876 0.00609896 0.0167198 0.0344137 -0.00347959 0.0181085 -0.00156882 -0.0140961 -0.0382345 0.000799324
internal_weight=0.0430025 0.0410209 0.039792 0.0376268 0.0331152 0.0312231 0.00451163 0.0297827 0.0282579 0.00399253 0.00259805 0.0242654 0.0168037 0.00746169 0.00567673 0.00388253 0.0153933 0.0140276 0.00367612 0.0103515 0.00910301 0.0077305 0.00506615 0.00308746 0.00269747 0.00208692 0.00236052 0.00266435 0.00220665 0.00230499
internal_count=2900 2767 2634 2542 2037 1961 505 1897 1869 130 90 1739 1502 237 192 140 1409 1336 229 1107 993 713 425 229 66 186 96 288 199 306
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=2 2 7 12 18 18 7 7 20 20 22 2 22 17 9 18 17 21 16 21 19 22 17 22 9 12 21 22 21 6
split_gain=5.01653e-05 0.000124624 0.00010041 0.0001091 0.000105813 0.000154772 0.000125911 0.000178817 0.00012964 8.52209e-05 0.000214092 0.000221238 0.000201439 0.000193189 0.000191326 0.000280817 0.00030154 0.000248172 0.000237512 0.000212836 0.000332756 0.000293217 0.000289325 0.000262032 0.000185844 0.00017103 0.000156136 0.000135433 0.000156575 9.68762e-05
threshold=325.75432260090003 308.2991537635001 19.152455927400002 293.71849950985006 17.267778657600005 16.480789591400004 21.725272673150005 20.778835947700006 45.027406014450008 39.344049039350004 -0.12835499999999997 68.519383356500015 -0.22866 203.55281641305004 193.06224578400005 13.512826932300003 188.16174763880002 10.217949747400001 22.654947022900004 12.953111773950001 14.251149826300002 -0.096499999999999989 194.42005702145002 -0.08756499999999999 188.99238851175002 105.35624869990001 5.2269517379000012 -0.073724999999999999 1.8061804516000002 16.435384010100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 9 10 -8 -12 26 14 15 16 17 -14 19 20 21 -16 -23 -22 -18 -13 -11 -27 -29 -25
right_child=-2 -3 3 -5 -6 -7 8 -9 -10 12 11 25 13 -15 18 -17 24 -19 -20 -21 23 22 -24 29 -26 27 -28 28 -30 -31
leaf_value=0.025349430177888311 -0.015987904995103011 0.034080128323418529 0.0024642275616345473 -0.024440240661122201 0.023947768787050738 -0.034184933000589501 -0.031533150807442185 -0.05004713550317258 0.033004717224960338 0.00072238798414703416 -0.020271558391892753 0.060105240123759868 -0.070102334384267315 -0.038477135710516829 0.053742522518464536 -0.062249288658203644 0.037178436473619333 -0.0026088020623180053 0.03942042294548833 0.028500018196564565 -0.074703486604223518 -0.030359762893116673 0.036054936838704962 0.008474431343562381 -0.017345349510013871 -0.0055900521569170712 0.054290798446251044 0.0059497820992215162 0.050705912365690692 -0.035037083105119465
leaf_weight=0.0014784689459355618 0.0018847401951430772 0.0010885488393806561 0.0014613488349367069 0.0019200832390961686 0.0017584871240738644 0.0013661548306802057 0.0011340799315925007 0.00116584065179174 0.0012897684985722904 0.0011630138900404615 0.0014302225410505187 0.0010522018416594392 0.0010274160374468396 0.0016968475902938698 0.0010952801908814388 0.0011311299634011451 0.0016050392984432449 0.0011597510575291452 0.0016856121930705461 0.0018697513878169758 0.0010476056458322835 0.0018686918093081964 0.0010106942688397069 0.0010267548708213781 0.0010239574730954715 0.0018644570756601343 0.0010224587848837174 0.0015540029493869012 0.0015727379221309179 0.0010200357586214182
leaf_count=173 231 88 185 161 301 182 105 123 115 54 50 32 37 104 45 102 51 34 77 70 43 97 57 28 34 93 41 70 74 43
internal_value=-3.93916e-05 0.000701147 -0.000218673 -0.00121284 2.24619e-05 -0.00120254 0.000163773 -0.0208382 0.00198168 0.000604866 0.0089524 0.0150959 -0.00290804 -0.00634047 -0.00304987 -0.0174113 -0.00688055 -0.0343137 0.00498929 -0.00150346 -0.00943932 0.00970411 -0.00704752 -0.0340285 0.0159422 0.0234659 0.025784 0.0157418 0.0284619 -0.0132099
internal_weight=0.0424752 0.0405904 0.0395019 0.0380234 0.0361033 0.0343449 0.0329787 0.00262719 0.0303515 0.0290617 0.0086077 0.00747362 0.020454 0.0182686 0.0165717 0.00594729 0.00481616 0.00218717 0.0106244 0.00893881 0.00706906 0.00397467 0.00287939 0.0030944 0.002629 0.0060434 0.00218547 0.0049912 0.00312674 0.00204679
internal_count=2900 2669 2581 2408 2247 1946 1764 308 1456 1341 424 319 917 822 718 258 156 71 460 383 313 199 154 114 85 269 95 237 144 71
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=14 12 8 8 8 22 22 17 17 22 7 17 17 3 0 15 4 22 9 9 20 20 23 17 22 19 23 0 12 6
split_gain=5.29025e-05 8.68589e-05 7.37624e-05 0.000156232 0.000155681 8.69327e-05 0.000134662 0.000121365 0.000208877 0.000229785 0.000183184 0.000168017 0.00015188 0.000145479 0.000275187 0.000192915 0.000141566 0.000233525 0.000206007 0.000186852 0.000152743 0.000235607 0.000320359 0.000202504 0.000191934 0.000188548 0.000159981 0.000128128 0.000125058 0.000121908
threshold=142.72171872485004 88.918697887850016 8.8430989333000021 9.3427090425500019 8.7431769115000026 -0.59309999999999985 -0.25167499999999993 188.16174763880002 190.02287710315002 -0.16187499999999996 22.806258769100005 174.63059628235001 191.40027208745002 93.915907870950022 85.807518149550006 28.566186095050004 195.32149859550003 -0.098345000000000002 194.81758439455004 198.78883073475004 43.633733172900008 41.24714903835001 0.087605000000000016 203.08534335880003 -0.078219999999999998 13.251069136700002 0.083905000000000021 97.671683879200017 182.87454670205003 15.710367070250003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 11 10 -10 -9 29 -11 14 -13 27 18 19 -14 -18 21 24 26 -24 -19 -26 -23 -16 -27 -8
right_child=1 2 3 -5 -6 6 7 8 9 12 -12 13 16 -15 15 -17 17 20 -20 -21 -22 22 23 -25 25 28 -28 -29 -30 -31
leaf_value=0.020580326159697283 -0.022573728761971463 0.022005609009353208 -0.046273678265590097 0.0085196955945654757 0.03757403217520501 -0.028616645197911246 0.02490302276935942 0.058070496230372304 0.044817961130825625 -0.028075733511103203 0.0023872300912866065 0.0307587453003519 0.053962823253648921 -0.053445012193475944 0.018974415495870159 -0.052545932747722693 -0.063092465389191055 -0.02472880110417305 0.00097851341758995835 -0.004068130595884809 0.032058747106641874 -0.01237177640904389 -0.061927426047114355 -0.0093187228663159909 -0.013583912625994796 0.0055943995602098793 0.037559364228180077 -0.029442838683430991 0.047564083518468026 -0.01518706846881053
leaf_weight=0.0012083368618647219 0.0017306140240151277 0.0017378624612675577 0.0010079128393890987 0.0010757908027367868 0.0011497328598579762 0.0016698296668682311 0.001937420601108273 0.0012821534928058034 0.0011385953381638633 0.0019239587569319606 0.0010956564984934553 0.0011465215884527429 0.0011721414920788922 0.0010298480881931645 0.0010490267721735246 0.0015283100972189323 0.0010555738482133934 0.0010707488890251146 0.0019623273666198315 0.0010903250397341635 0.0015430846964180631 0.0014600133655759961 0.0016432537174537742 0.0013189551039243241 0.0010890412138078688 0.0010342482695477884 0.0011448682042751457 0.0011411231787320955 0.0022643503799955056 0.0012465247808459562
leaf_count=36 108 119 66 64 43 205 249 54 70 84 57 22 33 91 84 89 154 78 85 76 99 75 103 76 122 34 58 163 95 208
internal_value=-4.0088e-05 -0.000651686 0.000320869 -0.0179845 0.00135384 0.000189826 -0.000924016 0.000504613 0.00432779 0.00113432 0.0324125 -0.00930278 -0.00138114 -0.0193007 -0.0120728 -0.0252792 0.0014963 -0.00261409 0.0207921 -0.0331024 0.00259134 -0.00153281 -0.0160076 -0.0385028 0.0132303 0.0224937 0.0095734 -0.00625219 0.0344048 0.00920762
internal_weight=0.0419482 0.0407398 0.0390092 0.0020837 0.0369255 0.0357758 0.0340379 0.0323681 0.0232893 0.0209115 0.00237781 0.00907878 0.0197729 0.00589483 0.00486498 0.00371846 0.0178489 0.0147145 0.00313447 0.0021459 0.0125686 0.0110255 0.00556709 0.00296221 0.00545839 0.00438764 0.00260488 0.00219015 0.0032986 0.00318395
internal_count=2900 2864 2756 130 2626 2583 2464 2259 1353 1242 111 906 1172 449 358 336 1088 970 118 230 740 641 312 179 329 251 133 247 129 457
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=12 18 14 13 20 8 18 0 5 8 6 0 16 10 0 20 6 10 5 22 15 22 20 22 19 2 19 23 5 21
split_gain=5.20265e-05 0.000192411 0.000104248 0.000117918 0.000141564 0.0001755 0.00012882 0.000154084 0.000171629 0.000145605 0.000253648 0.000313385 0.000176493 0.000317613 0.000296411 0.000203672 0.000184007 0.000156236 0.000139532 0.000145546 0.00023687 0.000388672 0.000181017 0.000220323 0.000286068 0.000329727 0.00011748 0.000114028 0.000111245 0.000102804
threshold=327.98456567570003 14.405580508350001 386.55805551320003 92.138837046750012 48.852845034800005 4.046841884750001 17.267778657600005 98.851916998450022 16.579584939650001 7.943800736700001 14.755344756250002 96.055920542800024 19.214955067100004 66.697957758300021 90.337570099350003 38.115457128050004 15.825369757250002 63.431481129800005 24.779543538450003 -0.088099999999999998 39.283112803100003 -0.10518999999999999 40.621691032550004 -0.083330000000000001 14.351157895250003 179.88803923150002 11.950964240300001 -0.1444 18.553574773300003 4.1402214890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 27 7 8 29 -10 11 -11 28 14 15 16 -14 18 19 20 21 -17 -21 -24 -25 -26 -9 -5 -12 -7
right_child=1 -3 -4 4 -6 6 -8 26 9 10 12 -13 13 -15 -16 17 -18 -19 -20 22 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.031251205910635967 -0.048342440618224083 0.0061131015565037347 0.031524290077490469 -0.0038928018708790611 0.031780059520766825 0.048985283694505222 0.031375438836202557 -0.0021456967295643281 0.031002267420994413 -0.068032376310533577 0.047549163874518324 -0.00037138574071690373 -0.0036957435688191654 -0.040334569891518179 0.054140441633974315 0.040758501556152765 0.051650284998436727 -0.042506353809707693 -0.036349205029208576 0.036918570730088369 -0.040468892843879521 -0.038322892445518481 0.035194134624837344 -0.045261568599882895 0.035060254357732794 -0.027114771663181547 -0.04590003089972039 -0.048786969235043255 0.003312156290655616 0.0056625462848280336
leaf_weight=0.0011669051679705283 0.0010025336099920268 0.0018392167949360535 0.0010819418128741381 0.0010927763564946846 0.0014391526542197877 0.0011971942705173389 0.0013950469969106752 0.0012438663162811217 0.001446026297221 0.0012218961577730161 0.0012929765553906227 0.0015565997957978084 0.0010971520689508898 0.0018712454066669429 0.0010641667945492364 0.0014306039810634275 0.0013275580527647435 0.0010160876762057578 0.0010809644386605604 0.0018053701863891686 0.0018790483417880921 0.0010988638035769197 0.0014614376254868814 0.0015111861285754943 0.0018851874756906639 0.0015577484903506189 0.001211182453106141 0.0011731084358289614 0.0010145141729517304 0.0010097081515318962
leaf_count=383 98 210 132 132 92 41 74 106 186 127 44 62 26 76 34 36 41 35 94 60 73 38 38 58 60 57 139 236 64 48
internal_value=-3.92635e-05 -0.0130981 0.000921402 3.95724e-05 0.00104322 -0.000222753 0.00164352 0.00031754 0.00236579 0.000143985 -0.00162865 -0.0301266 0.00190716 -0.00110178 0.00292856 -0.000248937 0.0266069 -0.00467073 -0.00186671 0.00108468 -0.0135749 0.00640357 0.00894597 0.00107435 -0.0089908 0.00692931 -0.0237316 -0.0271357 0.0280999 0.0291641
internal_weight=0.0414713 0.00284175 0.0386295 0.0375476 0.0363807 0.0349415 0.0326756 0.0312806 0.0288255 0.0266186 0.0251726 0.0027785 0.0223941 0.0200866 0.0182154 0.0171512 0.00242471 0.0147265 0.0137104 0.0126294 0.00440852 0.00252947 0.00822093 0.00641556 0.00495412 0.00344294 0.00245505 0.00226588 0.00230749 0.0022069
internal_count=2900 308 2592 2460 2077 1985 1617 1543 1298 1209 1023 189 834 726 650 616 67 549 514 420 147 74 273 213 175 117 245 368 108 89
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=30
num_cat=0
split_feature=13 21 18 18 9 22 17 22 18 0 13 6 7 21 2 18 3 6 6 2 22 22 21 5 15 6 6 15 9
split_gain=4.64355e-05 0.000266037 0.000104352 9.87768e-05 9.68112e-05 9.99701e-05 0.000156154 0.00010544 0.000140207 0.000152644 0.000153958 0.000218093 0.000180637 0.000241329 0.000171124 0.000161545 0.00021469 0.000201909 0.000124857 0.00017031 0.000274365 0.000246997 0.000238162 0.000297035 0.000175205 0.000125367 0.000108142 7.78243e-05 3.43363e-05
threshold=95.99139754765001 14.941253073700002 17.140917755100002 16.402557800150003 223.24918598180003 -0.58350999999999986 206.58076374065004 -0.25089499999999998 15.269763541350001 96.811377277450006 106.77211465075001 14.755344756250002 23.789355599150003 2.9845679401500003 192.77055391600001 13.849588037450003 92.359290613450014 15.785368822600002 16.375382608200002 116.16618105335002 -0.01762 -0.067574999999999996 11.790993765850002 22.694406402050003 37.434800281900003 16.535386346650004 13.135306904350001 16.757571343250003 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
left_child=1 27 3 4 5 -2 7 -7 9 10 -9 -12 15 28 -15 16 17 -13 -18 21 22 24 23 -21 -20 -25 -10 -1 -14
right_child=2 -3 -4 -5 -6 6 -8 8 26 -11 11 12 13 14 -16 -17 18 -19 19 20 -22 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=-0.052452604094808987 0.022634133739614121 0.022818150850666144 0.027198876054103989 -0.029735204680476354 0.031114982906695822 -0.02560747344528801 -0.031564749091492456 0.032967450218416981 0.0029522635797288575 -0.030840258620621647 -0.035201600996865791 0.0011944935580751662 0.056331260008177814 -0.020044598689058613 0.024590010664811271 -0.038624480913719839 -0.033171071544008557 0.05759351896787878 0.0092379253109799685 -0.055553710995049257 0.027365904624939583 -0.020766285946611382 -0.05887349086988735 0.026727305579025404 0.056802987555649491 -0.018035011971129132 0.047357354787966766 -0.014007111748492654 0.031283043738808913
leaf_weight=0.0010671111569640996 0.0018352309027811478 0.0013951469765217973 0.0014600402528213144 0.0010886481763682223 0.0010260552436047723 0.0014992209333045117 0.0016252465022223985 0.0014618545809446373 0.0010622080139528469 0.0015521992112794416 0.0016798952056999985 0.0014466910761257177 0.0010750477614607226 0.0018111940973337681 0.0016337500379597358 0.0011894490501735957 0.0014655789378541532 0.0011310246131870372 0.0019980377308108643 0.0010280963898701102 0.0013342240389270137 0.0015540783779784267 0.0013882705358416996 0.0014984654280401077 0.0012645214201256749 0.0010742455015535501 0.0011339005776433986 0.0010393789820439953 0.0011147413355239166
leaf_count=510 69 94 68 87 47 132 138 177 86 104 150 38 25 67 55 44 76 32 85 33 115 81 86 82 27 115 53 180 44
internal_value=-3.89432e-05 -0.0110511 0.000991205 -7.25221e-05 0.000853201 -6.3894e-05 -0.00136476 0.000249973 0.00159148 -0.000406152 0.00147223 -0.000471485 0.00217957 0.0176229 0.00112317 -0.00313533 -0.000355124 0.0259407 -0.00573238 -0.00212253 -0.0129139 0.0120445 -0.0236859 -0.0101196 0.0276735 0.00803662 0.0258796 -0.0334829 0.0435801
internal_weight=0.0409336 0.00350164 0.0374319 0.0359719 0.0348832 0.0338572 0.0320219 0.0303967 0.0288975 0.0267014 0.0251492 0.0236873 0.0220074 0.00563473 0.00344494 0.0163727 0.0151832 0.00257772 0.0126055 0.0111399 0.0063233 0.00481664 0.00498908 0.00360081 0.00326256 0.00257271 0.00219611 0.00210649 0.00218979
internal_count=2900 784 2116 2048 1961 1914 1845 1707 1575 1436 1332 1155 1005 191 122 814 770 70 700 624 431 193 316 230 112 197 139 690 69
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=30
num_cat=0
split_feature=16 7 17 3 6 7 0 5 7 7 12 23 23 9 23 22 23 6 19 6 16 23 13 3 20 21 14 18 5
split_gain=4.68487e-05 0.000195762 0.000151854 8.20337e-05 0.000146946 0.000152888 0.000120948 0.000178327 0.000101552 0.00024579 0.000220092 0.000148201 0.000339142 0.000296464 0.000305982 0.000182237 0.000405509 0.000159709 0.000229107 0.000356777 0.000301806 0.000273536 0.000258829 0.000415611 0.000136077 0.000127107 0.000117494 0.00011827 0.00025544
threshold=9.6249774926000011 26.752366550650006 225.39725557370005 75.559115756250023 10.715250360100002 25.967949918250003 98.615332683000005 16.222050829800004 24.176224535650004 23.974509389900003 131.64402048350004 0.10236000000000002 0.099010000000000029 188.99238851175002 0.11112000000000002 -0.013805 0.075065000000000021 15.545363214900002 14.351157895250003 16.575387281250006 22.544947280100004 0.077600000000000016 117.48293184245001 93.883646373400012 40.08085804200001 7.4080080539000006 372.28674812565004 14.424014050250003 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
left_child=-1 3 -3 -2 -5 6 7 -6 9 11 -10 12 15 -13 -15 17 -17 24 20 22 21 -19 -20 25 -9 -24 27 -12 -29
right_child=1 2 -4 4 5 -7 -8 8 10 -11 26 13 -14 14 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30
leaf_value=0.017569677058210741 0.027205918690062815 -0.055576892045155236 -0.0022611116015610025 -0.029905275833701256 0.042392942107383876 0.031798136803184877 -0.030480151242413701 0.054793222025648861 -0.045177581999719323 0.039997117578863095 0.028794297066759129 0.023682226725680527 0.056000166126733857 -0.065651357282136905 -0.0051938940133457699 0.021294724766284731 -0.060088694113158751 -0.026113723373049236 -0.03923539445484963 0.05456002525602132 -0.049786277428146036 0.041540462925701849 0.012809217177735739 -0.037748816288976327 0.0096227446388315457 0.059125164757939899 -0.031633532769592798 0.016995536819438287 -0.044954756064799074
leaf_weight=0.001457200771599782 0.0011582346898453963 0.0011174999459329154 0.0010234814253560764 0.0015544327799728369 0.0010201742405229154 0.0015913380494398935 0.0012475634560613338 0.0010539315103752474 0.0014664931946199991 0.0016686877166076633 0.001474257686204794 0.0013853922376272374 0.0011916969269272206 0.0014673621547475757 0.0019491175505218592 0.001095433388034711 0.0013880408328543759 0.0013200774731444431 0.001322362543932698 0.0014815547281914476 0.0017781221843672368 0.0010919769536116564 0.0011642459733165467 0.0011105914657079108 0.0018162077818224542 0.0012066216394970297 0.0010400353072390622 0.0017851967573392358 0.0010612571085193423
leaf_count=354 137 220 97 233 48 111 128 45 80 69 59 49 39 58 86 98 96 177 40 44 82 65 43 55 128 27 66 87 79
internal_value=-3.50732e-05 -0.00069233 -0.0300896 0.00101378 0.00016478 0.00153239 5.43811e-05 0.00126993 -0.000113797 0.00300622 -0.0108493 0.000177691 0.00455478 -0.0153375 -0.0311601 0.000681724 -0.0241914 0.00531031 -0.000415775 0.011659 -0.0185283 0.00451445 -0.00157211 0.0127335 0.0262096 0.0363811 -0.00145837 0.00580507 -0.00610169
internal_weight=0.0404886 0.0390314 0.00214098 0.0368904 0.0357322 0.0341777 0.0325864 0.0313388 0.0303187 0.0234914 0.00682724 0.0218227 0.0170209 0.00480187 0.00341648 0.0158292 0.00248347 0.0133457 0.0104756 0.00628538 0.00419018 0.00241205 0.00480382 0.00348146 0.00287014 0.00237087 0.00536075 0.00432071 0.00284645
internal_count=2900 2546 317 2229 2092 1859 1748 1620 1572 1201 371 1132 939 193 144 900 194 706 533 209 324 242 165 125 173 70 291 225 166
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=29
num_cat=0
split_feature=20 20 12 8 21 22 22 22 9 13 5 0 5 18 16 20 15 15 6 22 7 21 23 5 6 21 9 5
split_gain=4.80525e-05 0.00015357 0.000194649 0.000121836 0.000114105 0.000159416 0.000211677 0.00016996 0.000116602 0.000113989 0.000276913 0.0001494 0.000131356 0.000156157 0.000186248 0.000106996 0.000180587 0.000295674 0.000136373 0.000135601 0.000120306 0.000113924 0.000195261 0.000266909 0.000194995 0.000194325 0.000208083 0.000138619
threshold=43.19689381845 42.898324343550009 316.7844411196001 8.4434108459500017 2.9845679401500003 -0.046474999999999995 -0.156745 -0.22089 65.407743180450012 98.238948544700023 13.999568943650003 98.615332683000005 16.222050829800004 14.662165311550002 18.634956423400002 38.592454371550012 33.551906023850009 38.469938489650012 16.585387514950003 -0.16187499999999996 23.425421956250002 1.8462237188500004 0.09660500000000001 22.665750084250003 16.505385645700006 4.9552152050000009 200.63976601170003 21.746930049350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -2 6 7 8 -6 -1 -11 12 -12 15 -15 16 20 -18 19 -17 -14 -21 24 27 25 -23 -27 -24
right_child=3 -3 -4 -5 5 -7 -8 -9 -10 10 11 -13 13 14 -16 18 17 -19 -20 21 -22 22 23 -25 -26 26 -28 -29
leaf_value=-0.025751796208557033 0.031826707985909544 -0.034831441234740121 -0.033555671024289829 0.034281072427423974 -0.033334113530244722 0.02546480415334337 -0.039516698461442616 0.036640850049377956 0.011878809142973044 0.044730640611523355 0.03746317876829048 -0.036205483002451903 -0.019603543978008224 -0.044932092140731628 0.0022615713343405314 0.032723071113093097 0.075998605826280263 0.0037378824168459723 -0.025611525962713252 0.023387981606813456 0.023489514653111998 -0.035466930152225039 0.011120497911359021 0.04574977796593091 -0.055387390913290084 -0.014815221623038747 0.041032521719616813 -0.035357220786768888
leaf_weight=0.0014460401826510002 0.0010705070474805751 0.0013547685783205045 0.0016705636188041667 0.0013342776124312117 0.0012135417878551963 0.0014860412571929341 0.0017861117638526824 0.0010415793105416071 0.0010762874903615573 0.0015055027747101759 0.0010114026014207403 0.0010579616308485909 0.0014976499901133622 0.0015356987805019697 0.001835941732799995 0.0014081085109900427 0.0010623521976107497 0.0012125711867660982 0.0018481853396628981 0.0017358409482852782 0.0011417413134040544 0.001586248456084351 0.0016454943779535824 0.0014881716294247675 0.0010640069149632225 0.0015977819761907597 0.0011454272864961368 0.0010519291405683973
leaf_count=430 57 121 196 63 118 192 193 85 106 92 45 115 141 134 86 53 30 43 148 67 37 57 55 58 47 68 33 30
internal_value=-3.61073e-05 -0.00190949 -0.000400062 0.0063906 0.00154133 -0.00336825 -0.0117409 0.00315093 -0.0120827 0.00158675 0.00308239 0.000566932 0.00219685 0.000636356 -0.019234 0.00407458 0.0168344 0.0374825 -0.000228815 0.00345836 -0.000962456 -0.000183554 -0.004455 0.011752 -0.0170324 -0.00760628 0.00850401 -0.00700467
internal_weight=0.0399117 0.0309034 0.0295486 0.00900835 0.00767407 0.00660356 0.00511752 0.00333141 0.00228983 0.0278781 0.026432 0.0249265 0.0238686 0.0228571 0.00337164 0.0194855 0.00491431 0.00227492 0.0145712 0.012723 0.00263939 0.0113149 0.00957906 0.0041856 0.00539346 0.00432946 0.00274321 0.00269742
internal_count=2900 2086 1965 814 751 694 502 309 224 1769 1339 1247 1132 1087 220 867 251 73 616 468 178 415 348 143 205 158 101 85
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=30
num_cat=0
split_feature=8 8 16 16 15 16 18 17 5 18 23 7 13 13 10 5 0 3 13 16 16 19 6 2 16 4 18 16 0
split_gain=4.33087e-05 0.000161039 7.18124e-05 7.92784e-05 9.45435e-05 0.000139223 8.46478e-05 0.000187012 0.000160543 0.000138019 0.000155685 8.44832e-05 8.41234e-05 0.000237293 0.000246622 0.000207705 0.000124441 0.000107075 0.00025217 0.000186832 0.000159801 0.000215352 0.000288466 0.00010448 0.000176862 0.000165137 0.000133212 0.000127709 9.07152e-05
threshold=9.5425530862500008 8.8430989333000021 22.724946859200003 22.674946976100003 44.34858359035001 22.654947022900004 13.340835220050002 187.98346801990002 22.120912517600004 13.042786209850002 0.09660500000000001 20.086029836750004 117.38883580790001 115.25151159420001 66.318885161900013 22.120912517600004 91.410264893400026 86.302194445500007 109.57886493895002 18.884955838800003 18.634956423400002 12.851036860900001 11.585270688000001 198.68761053240004 11.934972090850001 214.97661128770002 16.029883323000004 15.444963882950001 100.67200315280002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 -9 10 11 -1 13 14 -8 -14 -16 18 19 20 21 23 -23 25 -25 27 -27 -18 -26
right_child=-2 -3 -4 -5 -6 -7 12 8 -10 -11 -12 -13 15 -15 16 -17 17 -19 -20 -21 -22 22 -24 24 28 26 -28 -29 -30
leaf_value=0.0077968479116387298 0.019177493848983564 -0.033153927515012442 0.024601206785904998 -0.020899415652718235 -0.021060447075176181 0.034808452351127471 -0.047957811307866353 0.050304130434356109 0.0014953938317374819 -0.033233371782586771 0.039013983815712375 -0.028330402727960547 -0.046711989273907378 0.037950641856197898 0.033920561210936277 0.0078776187161012402 -0.0061861494305803857 -0.028455217492748087 0.048083585728055961 -0.044754786318797056 0.035371578177852782 0.0087829016603057555 -0.055790044964537759 -0.010791641871735785 0.05563596784487107 -0.048983816733556666 -0.0049509379265856458 0.040472501087313352 0.015895567328178487
leaf_weight=0.0017611289117205253 0.0011400926598642549 0.0014616836486739107 0.0012146431864437082 0.0017468751519187356 0.0018460203227555474 0.0012588938611770564 0.0011461569269133462 0.0016678890350192432 0.0011307893241578881 0.0010869542436351409 0.0010957893996130785 0.001023458511172453 0.0013456336185360121 0.0015296363201287013 0.0010141849375499201 0.0014459334625129827 0.0013036049802319653 0.001416628838979749 0.0010291365086061441 0.0010044653246303889 0.0011635347152179074 0.0012264742633612 0.0015870056400628663 0.0014343982296851025 0.0010493914730731468 0.0010613932989113029 0.0019480368994272458 0.0010665774302722753 0.0012690220103684993
leaf_count=234 67 91 45 71 160 40 62 45 42 55 30 93 52 50 80 36 112 84 30 76 53 115 182 289 84 163 295 45 119
internal_value=-2.92379e-05 -0.000600446 0.000689985 -0.000124497 0.000945657 0.00221253 0.000880544 0.00990945 0.0305833 -0.00173852 0.00708369 -0.00548151 -0.00216264 8.08365e-05 -0.00301355 -0.0184365 -8.2315e-05 -0.0021648 0.000294668 -0.00318993 -5.16991e-06 -0.00345088 -0.0276409 0.00400149 0.0168077 -0.00493213 -0.0204809 0.0148102 0.0338834
internal_weight=0.0394754 0.0383353 0.0368737 0.035659 0.0339121 0.0320661 0.0308072 0.00776601 0.00279868 0.00496733 0.00388038 0.00278459 0.0230412 0.0202496 0.01872 0.00279157 0.0175739 0.0165597 0.015143 0.0141139 0.0131094 0.0119459 0.00281348 0.00913242 0.00375281 0.00537961 0.00300943 0.00237018 0.00231841
internal_count=2900 2833 2742 2697 2626 2466 2426 499 87 412 357 327 1927 1839 1789 88 1727 1647 1563 1533 1457 1404 297 1107 492 615 458 157 203
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=19 17 17 7 16 23 18 22 9 9 4 16 5 21 7 0 15 9 21 21 17 9 23 2 2 22 20 9 2 21
split_gain=4.19477e-05 6.04394e-05 0.000174002 0.000155346 0.000141291 0.000226672 0.000177881 0.000136363 8.73334e-05 0.000117607 0.000119303 0.000153845 0.000265659 9.38266e-05 0.000151826 0.000114699 0.000205299 0.000125127 0.000159122 0.000379441 0.000229109 0.00023926 0.000247234 0.0001663 0.00017381 0.000157973 0.000208664 0.000129444 9.90281e-05 7.05336e-05
threshold=14.651182102100002 201.37020668845003 200.23903127160003 24.005763052250003 18.684956306450005 0.085345000000000018 16.601687687950005 -0.082509999999999986 37.256168974800005 53.944017839150007 305.29827728755009 16.244962012200002 24.301614351200005 16.247620585350003 19.701858966650004 85.716110573100011 42.670190152050004 182.75300319265003 4.7627705569500014 3.2821610579500002 187.73134645290003 202.64563922830004 0.087605000000000016 90.278415124550008 189.32640726775003 -0.075840000000000005 41.755948821900006 193.75542554275003 136.00952513250002 3.2821610579500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 6 -6 -5 -7 -1 -10 13 -12 -13 14 -11 16 -16 -17 19 20 27 22 -22 -20 25 26 -25 -19 -27 -8
right_child=-2 3 -4 4 5 7 29 -9 9 10 11 12 -14 -15 15 17 -18 18 23 -21 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.026413041000013363 0.016220461355160337 -0.044211588633475851 0.041688974003721721 -0.050939458775610805 0.043508892181262686 0.018029738282047868 0.01717169684256779 -0.032354185954740045 0.027113292358944188 0.039023247682527504 0.0074765740247201978 -0.071837439208909296 -0.0015396939892446601 -0.027355965116738792 -0.036894243978682101 -0.029261507018368462 0.016052312404112184 0.010219267203548918 0.042044177392257076 -0.045111945190406039 0.044448793262096289 -0.039711306154427903 -0.016274858203924058 -0.042218059857571336 0.042150482124690788 -0.0014107082523005018 0.014414047961644401 0.058423644941416698 0.042393032955873218 -0.018384078891253628
leaf_weight=0.0012060460444118749 0.0015269373990518522 0.0010537363170698985 0.0010335348964943458 0.001085189391146324 0.0013333973481941541 0.0010039427713763871 0.0010563911384926612 0.0011553596167352964 0.0016322693611512456 0.0011459509166859274 0.0014816508594430204 0.0010084705177528797 0.0011512839620275162 0.0010249605080319127 0.0018711758201675728 0.0010124212784995762 0.0012032684519104452 0.001124856491159675 0.0019920469217233894 0.0016848829099493923 0.0012360584502992822 0.0013767039610930176 0.0014653660122228018 0.0014280914319932947 0.001226601748898215 0.0010289053449895336 0.0011950575163985899 0.0011036288472075642 0.0010355254629829114 0.0011824012347645824
leaf_count=286 61 61 64 136 69 48 151 49 171 161 144 85 106 59 184 91 76 41 79 81 37 69 55 58 59 46 53 79 47 194
internal_value=-2.70075e-05 -0.000687887 0.00137876 -0.00847844 -0.00295474 0.0110902 -0.0177126 -0.00892876 -7.61585e-05 0.00108186 -0.000565249 -0.0173397 -0.0343644 0.00219175 0.00362499 0.00159519 -0.0161722 0.00482548 0.00699626 -0.00295478 0.00830798 -0.00578158 0.0115097 0.0170546 0.00863751 -0.000131849 -0.0164175 0.0340919 0.0205614 -0.00160682
internal_weight=0.0390661 0.0375392 0.0296688 0.00787042 0.00681668 0.0034927 0.00332398 0.0021593 0.0286352 0.0274292 0.0257969 0.00364141 0.00215975 0.0221555 0.0211305 0.0199846 0.00307444 0.0169101 0.0158977 0.0079915 0.00630661 0.00407813 0.00270142 0.00790623 0.00591418 0.00468758 0.00262315 0.00222849 0.00206443 0.00223879
internal_count=2900 2839 2131 708 647 166 481 97 2067 1781 1610 335 191 1275 1216 1055 260 795 704 362 281 161 92 342 263 204 111 120 93 345
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=30
num_cat=0
split_feature=2 5 10 19 21 13 18 14 17 2 22 22 7 22 7 7 23 6 5 23 9 17 6 22 2 22 20 21 13
split_gain=4.33551e-05 8.09012e-05 0.00015464 0.000109186 9.84082e-05 0.000103591 0.000191736 0.000191452 0.00010563 0.000103246 9.59196e-05 0.000135074 0.000170112 0.000126713 0.000181952 0.000267673 0.000182711 0.000153102 0.000147269 0.000215902 0.000190139 0.000189086 0.000161069 0.000135794 0.000129984 0.000200781 0.000108986 9.37292e-05 9.28476e-05
threshold=350.11194356230004 29.040033326300005 61.614083433650009 14.651182102100002 19.652007205700002 95.870416931800023 17.327266398450003 376.01315066015007 206.58076374065004 201.25557642380002 0.15675000000000003 0.048530000000000011 25.614006978800003 -0.024989999999999998 24.785467646950003 24.122256664450003 0.088500000000000023 14.355335410100002 20.766972852450003 0.080375000000000016 202.64563922830004 188.16174763880002 16.445384243750002 -0.086339999999999986 70.507592614000018 -0.14143499999999998 38.318569170500005 10.217949747400001 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
left_child=1 2 -1 4 5 7 8 -4 10 -10 11 12 13 14 15 18 -17 -16 24 -20 21 27 28 -24 -7 -26 -12 -21 -23
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 26 -13 -14 -15 17 16 -18 -19 19 20 -22 22 23 -25 25 -27 -28 -29 -30
leaf_value=-0.034686298958745199 -0.019974678397704899 0.02213004876134517 -0.047161475796956037 0.029414462620209858 0.02990465556794869 -0.0022226837326449647 0.040328195108801146 0.0086593330081724384 -0.044252259151301009 -0.00050736949583000761 0.0046145773920432728 0.031181459323770363 -0.038860120065278614 -0.021823841384978462 0.0068323146730796787 0.00030871940521633645 -0.056915592083631686 0.05855918911145707 -0.033314369503258646 -0.030307931877217448 -0.032736196944331657 0.024485730833129896 0.061492050062413851 0.016288803343462166 0.0010854854423116528 0.05177940362977862 -0.036154887261820326 0.010616923564482622 -0.017669608975761347
leaf_weight=0.0012734031677485149 0.001059689966541647 0.00165828375891408 0.0013097574529922211 0.0012837732420756245 0.0010444974744849836 0.0016975202057265453 0.0011530780710131685 0.0011573560242147845 0.0010867958993825413 0.0010714447795017179 0.0012033053367482829 0.0015335534310048074 0.0010465311571009597 0.0019551897412242265 0.0012086381453970665 0.0010259871305287041 0.0012231305644405666 0.0010866428816083129 0.0016979581523570717 0.0012408474604912335 0.0011010799537818361 0.001003201830371836 0.0013726946858483233 0.0012882722019131945 0.0012864561737973013 0.0019896123801146359 0.0014408079973122767 0.0010193729000146663 0.0010903228844079127
leaf_count=187 121 148 493 42 48 55 48 201 119 77 44 105 97 117 77 68 80 52 135 63 59 23 41 36 94 81 108 36 45
internal_value=-2.72357e-05 0.000535704 -0.00046202 0.000796906 -0.000305224 -0.00128245 0.000346668 -0.0209752 -0.00126138 -0.0225354 0.000470509 0.00247259 0.000501256 0.00243638 0.00489003 0.00132904 -0.0308114 0.0313211 0.00621752 -0.00088689 0.00589748 0.0119617 0.0232817 0.0396075 0.0202358 0.0318728 -0.0176012 -0.0118506 0.00253092
internal_weight=0.0386092 0.0375495 0.0358912 0.0346178 0.0333341 0.0322896 0.0298224 0.00246711 0.0286694 0.00215824 0.0265111 0.023867 0.0223335 0.0212869 0.0193317 0.0170365 0.00224912 0.00229528 0.0147873 0.00981375 0.00811579 0.00701471 0.00475449 0.00266097 0.00497359 0.00327607 0.00264411 0.00226022 0.00209352
internal_count=2900 2779 2631 2444 2402 2354 1660 694 1612 196 1416 1264 1159 1062 945 816 148 129 668 438 303 244 145 77 230 175 152 99 68
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=29
num_cat=0
split_feature=3 7 7 12 7 5 22 22 13 18 18 7 18 4 7 23 7 9 19 21 14 23 21 9 9 5 4 16
split_gain=4.6918e-05 0.000127192 6.73596e-05 0.000146666 7.84047e-05 0.000124497 0.000126947 0.000217257 0.00024842 0.000107483 0.000191353 0.000202009 0.000223314 0.000120931 0.000138444 0.000307531 0.000286396 0.00036915 0.000118991 0.000106884 9.51622e-05 0.000189274 0.000159248 0.000206528 0.000206861 0.000200863 0.000186172 0.000175865
threshold=103.44111502715002 19.874819532250005 21.725272673150005 152.88762959770003 22.689595575850003 20.410615048800004 -0.031989999999999998 -0.082314999999999985 117.60122400020002 13.24392582145 13.316069313700003 23.124786352450005 13.482409244300003 168.72122291465004 23.789355599150003 0.085345000000000018 24.176224535650004 202.37225149245003 14.351157895250003 5.7587983756000005 371.52535269000003 0.077600000000000016 6.7785388507500013 201.44620319810005 210.97856947250003 16.069922422900003 278.57566241625005 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
left_child=1 -1 3 -3 5 -4 7 8 -7 18 -11 -12 -13 -14 15 -15 17 -16 -6 -17 22 -22 23 -18 25 -25 -24 -26
right_child=-2 2 4 -5 9 6 -8 -9 -10 10 11 12 13 14 16 19 20 -19 -20 -21 21 -23 26 24 27 -27 -28 -29
leaf_value=0.035549317219196595 -0.01784011517763933 -0.045146815109434912 0.037587685448369726 0.008522432464600346 -0.043248068227291998 -0.018048648781878389 0.03416340512663562 -0.043647311043949144 0.04720219441828781 0.041224338583709552 -0.033299978747645002 0.040111984364074572 -0.026730810325409887 -0.060679755171415772 0.065493373504661126 -0.018718777584283374 -0.016686841430306364 -0.0069412191861976478 0.0019109275013554231 0.026934573817969855 0.0098818467993732218 -0.042506309486140793 -0.036708042310040621 0.070213732404616633 -0.028883012116609704 0.015998030442801972 0.0086264219286363193 0.024910067910263865
leaf_weight=0.0010164506952812782 0.0014227642029169046 0.0010060332327148569 0.0013757603463222896 0.0010310236985250354 0.0012380481855614181 0.0013190120316022916 0.0010183235548596459 0.0010610191835587202 0.0010462894961233982 0.0010997797037179948 0.0018377959623616649 0.0013828809182214732 0.0017261461765345478 0.0011098553991127766 0.0015872631835002751 0.0010014399466558646 0.0019089900276167571 0.0012637508346280413 0.001103591102110394 0.0010510511606183215 0.0012949845662325076 0.001475330386861324 0.0018324006016435766 0.0012490763054979117 0.0011072926285115373 0.0015088294155987114 0.0017914620952194042 0.0013471608587929396
leaf_count=65 248 105 86 123 67 63 43 43 40 37 96 49 93 84 77 51 293 48 51 47 146 241 188 80 110 85 172 69
internal_value=-2.18965e-05 0.00066716 -0.000323934 -0.017983 0.000742312 0.0113001 0.00316325 -0.00605018 0.010815 -0.00145887 0.000418639 -0.0014149 0.0011736 -0.00135979 0.000882741 -0.0182718 0.00458379 0.0333858 -0.0219651 0.00465965 -0.0014918 -0.0180174 0.00276882 0.0114531 0.0217592 0.0405527 -0.0142969 0.000642066
internal_weight=0.0382138 0.036791 0.0357746 0.00203706 0.0337375 0.0058204 0.00444464 0.00342632 0.0023653 0.0279171 0.0255755 0.0244757 0.0226379 0.021255 0.0195289 0.00316235 0.0163665 0.00285101 0.00234164 0.00205249 0.0135155 0.00277031 0.0107452 0.00712135 0.00521236 0.00275791 0.00362386 0.00245445
internal_count=2900 2652 2587 228 2359 275 189 146 103 2084 1966 1929 1833 1784 1691 182 1509 125 118 98 1384 387 997 637 344 165 360 179
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=28
num_cat=0
split_feature=16 7 18 12 19 10 9 3 3 10 16 20 20 15 6 18 6 5 23 8 21 22 22 0 10 9 6
split_gain=4.51179e-05 0.000169653 7.03972e-05 0.000242847 0.000177882 8.03626e-05 0.000150469 0.000136107 0.000148699 0.000144053 0.000126061 0.000275883 0.000238237 0.000102701 0.000134832 0.000231038 9.95518e-05 0.000143611 0.000204263 0.000100932 0.000278082 0.000243047 0.000246567 0.000215088 0.00018276 0.000207622 0.000167165
threshold=9.6249774926000011 26.752366550650006 15.502113896900001 220.36414724030001 12.250988447150002 69.873026810350026 204.09084027260005 86.302194445500007 87.963661570150023 66.318885161900013 20.784951395750003 48.008184682100008 37.858673296900008 28.566186095050004 14.185331438000002 14.804191144800003 16.135377000500004 21.042547594650003 0.087605000000000016 8.543332867800002 10.048480919900003 -0.01762 -0.060760000000000002 85.678472159250006 62.030794443850006 194.04304600165003 17.675412983200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 13 -2 -9 10 11 -10 -12 14 15 -7 -14 18 -18 21 26 22 23 -19 -25 -26 -21
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 12 -13 16 -15 -16 -17 17 19 -20 20 -22 -23 -24 24 25 -27 -28
leaf_value=0.017573873215915171 0.034688095724340555 -0.029139126770955218 0.020141914667121036 0.044986834607576104 -0.032062886923493447 -0.04007996982192244 -0.036167364743164065 -0.030139777485152487 -0.05422742812848888 0.032704123066262934 0.037588148820268751 0.013165748525243829 0.022186694852739934 -0.028991032043952904 0.031119400268978414 0.020948514295980936 0.0028279140653560634 -0.032103491213345776 -0.057924853128146152 -0.048820060114164815 0.028739995605971402 0.047147953369651566 -0.043678298212705892 0.043595205480310033 -0.031500207084432429 0.028979749989624479 0.0021928298120443956
leaf_weight=0.0014043243943727612 0.0012090313391528397 0.0019823185424465003 0.0013395034000158656 0.0015189617263020594 0.0012729690876342459 0.0011766761388831695 0.0016941814968255975 0.0015028384809507847 0.0012376676218876703 0.0014615412288412335 0.0018007728354518795 0.0011928585633998456 0.0016663080078167551 0.0010733650202221501 0.0013740772115109073 0.0013119785512675508 0.0011269273390954728 0.0010277656486552449 0.0010874744149020898 0.0017055572386801554 0.0011645049220123677 0.0012893150327926263 0.0010927545648047321 0.0017372964580317785 0.00107156989919166 0.0012069100272924516 0.001030490391895178
leaf_count=354 66 317 134 120 120 154 158 68 310 73 58 45 67 99 44 131 38 73 43 87 48 54 50 55 38 34 62
internal_value=-1.38906e-05 -0.000693261 0.000947221 0.0131912 -0.00529571 -0.00072546 -0.0104534 0.0020062 0.000242403 0.0024271 0.000150593 -0.0211521 0.00319491 -0.00162773 0.0059759 -0.00790674 -0.00087788 -0.00371622 -0.0270073 0.000837465 -0.0121875 0.00767925 -0.000613636 0.00871693 0.0191642 0.000536005 -0.0296068
internal_weight=0.0377599 0.0363556 0.0343733 0.00413143 0.00261247 0.0302419 0.00663028 0.0236116 0.0224026 0.0208997 0.0194382 0.00243053 0.0170076 0.0049361 0.00386273 0.00248865 0.0152069 0.0135406 0.0022144 0.0113262 0.00390055 0.00742561 0.0061363 0.00504354 0.00401578 0.00227848 0.00273605
internal_count=2900 2546 2229 374 254 1855 586 1269 1203 1135 1062 355 707 428 329 285 649 582 81 501 197 304 250 200 127 72 149
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=28
num_cat=0
split_feature=13 21 18 6 9 21 6 6 22 5 0 5 16 23 23 22 22 21 20 22 20 22 17 17 17 15 4
split_gain=4.33471e-05 0.000212818 8.1498e-05 6.51765e-05 6.71363e-05 0.000148627 0.000164145 0.000201717 0.000134366 0.000116788 0.000188807 0.000140814 0.000134236 0.000129651 0.000228434 0.00013329 0.000215501 0.000146982 0.000454237 0.000177702 0.00014217 0.0002339 0.000138049 0.000108728 0.000108047 9.082e-05 8.9644e-05
threshold=95.99139754765001 14.941253073700002 17.108018746400003 10.715250360100002 187.70546222865002 1.1268005785500004 16.575387281250006 16.455384477450004 0.17273000000000005 25.763052016400003 85.716110573100011 23.721757872050002 22.654947022900004 0.048965000000000009 0.081815000000000013 -0.096499999999999989 -0.088329999999999992 4.3636502323000004 39.468990633150007 -0.053019999999999991 41.134354310300004 -0.121865 192.70224472390001 194.42005702145002 192.84209122775002 35.645792850250011 222.56810966585002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 25 9 10 -6 12 13 26 -15 20 -17 18 -18 24 21 -16 -22 -10 -19 -7 -12
right_child=2 -3 -4 4 8 6 -8 -9 23 -11 11 -13 -14 14 15 16 17 19 -20 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=-0.031954477360754588 -0.020839384757775178 0.020203153921517711 0.024890475766231761 0.043831243562699768 -0.036101221271818994 0.024231498336062654 0.034211149138064563 -0.036504001087533912 -0.049200147534254841 0.033365563509832892 -0.0038826575028400451 -0.028936398179666274 0.032818128750859515 0.045813863412674072 -0.02112323107891792 -0.047662444052918966 0.020822641214420342 0.051470344020191974 -0.060203273855577583 -0.014092959338244483 0.059891783605226873 0.035913371027333003 0.0092679209075119378 -0.0046000006468058336 0.01010352782956201 -0.013685232930528098 -0.041838177418514796
leaf_weight=0.0019508073271145036 0.0014304525343589161 0.0013060316229620804 0.0013745325530098986 0.001083818238495792 0.0014064952001190323 0.0016576548260799281 0.001303619138505796 0.001452000213219673 0.0010057204709816294 0.0010570204745861114 0.0015611477418531186 0.0013876254292609627 0.0014953920842017956 0.0012673355369510206 0.0019389759260867168 0.0011065062269182083 0.0014421753379583301 0.0011132219623624044 0.0013299144470821922 0.0016430069426798307 0.0010329421996981836 0.0011427230291172147 0.0011257189839213311 0.0011973410738335133 0.001458833858848152 0.0010206824656648905 0.001034668344584766
leaf_count=690 208 94 71 138 120 128 164 70 68 79 56 72 61 57 98 71 65 47 72 90 34 51 57 54 74 38 73
internal_value=-1.67276e-05 -0.0110386 0.0010369 3.407e-05 0.000989097 0.0100186 0.00327453 -0.0064897 -0.00138907 0.000914413 -0.000681996 0.00179891 0.00408051 0.00158161 0.00524262 0.00138651 -0.0066585 -0.000164995 -0.0180497 0.0115971 0.0138119 2.64788e-05 0.033492 -0.0249604 0.0280077 0.00978188 -0.0190114
internal_weight=0.0373264 0.00325684 0.0340695 0.032695 0.0312645 0.00651777 0.00543396 0.00413034 0.0247468 0.0225437 0.0214867 0.0200802 0.0186926 0.0171972 0.0146014 0.013334 0.00809366 0.00698715 0.00277209 0.00421506 0.00524036 0.0030817 0.00215866 0.00220306 0.00257206 0.00267834 0.00259582
internal_count=2900 784 2116 2045 1837 538 400 236 1299 1177 1098 978 906 845 716 659 419 348 137 211 240 149 91 122 121 166 129
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=28
num_cat=0
split_feature=2 4 16 19 22 14 20 8 9 21 0 9 0 6 19 19 4 0 10 9 16 6 0 23 23 23 7
split_gain=4.57766e-05 6.83942e-05 7.33471e-05 0.00016601 0.00012725 8.27454e-05 7.40422e-05 0.000144088 0.000133605 0.000252679 0.000132422 0.000137305 0.000121205 0.000148396 0.000114438 0.000108461 0.000157909 0.000197971 0.000391447 0.000190647 0.000153673 0.000286728 0.000210578 0.000143663 0.0001476 0.00014741 0.000140588
threshold=325.75432260090003 400.10245230235006 13.534968349350001 11.850956171350001 -0.08756499999999999 371.52535269000003 48.852845034800005 4.9461400813500012 186.67271206880002 7.362244800500001 85.716110573100011 199.68228938305 98.851916998450022 13.825323026450002 14.651182102100002 14.551174033150001 240.32447338110003 86.866770652900016 62.036171360100006 195.07922778810004 19.214955067100004 14.755344756250002 90.837623311600012 0.094165000000000013 0.087605000000000016 0.10236000000000002 24.861556163250004
decision_type=2 2 2 2 2 2 2 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 -5 9 -9 11 -10 13 -12 15 16 17 18 -15 -18 21 26 -22 24 -21 -25 -19
right_child=-2 -3 3 5 -6 -7 -8 8 10 -11 12 -13 -14 14 -16 -17 19 20 -20 23 22 -23 -24 25 -26 -27 -28
leaf_value=0.0022433271708883055 -0.015934349510406287 0.025180891203402795 0.037229892249157584 -0.030348032386303639 -0.044143048646409 -0.023444290604934831 0.027301622544836996 0.043964991710181339 -0.045798962809316897 -0.010951110396582324 0.038907222587083859 0.0024542543267990057 -0.024987438643649468 -0.012611793270528899 0.034104952089203687 -0.029694198713662551 -0.050706766744550047 -0.027636114780815055 0.06730571902872344 0.0039590429650370029 0.0080487774887782176 0.050425927306531927 -0.042487339283416616 0.044531797513896854 -0.04133975732451585 -0.0086972695607961115 0.01992243503547364
leaf_weight=0.0014472452742625202 0.0017222049304186212 0.0011109182050314101 0.0012329151692576082 0.0014816319280057519 0.0010000472064753349 0.0014581717815249631 0.0010298660528287309 0.0019333710369338055 0.0012714578836030095 0.0014786554401071683 0.0011290449966168117 0.0010997868640267618 0.001590884689241844 0.0010562661618678248 0.001017370990211929 0.0011780974205333186 0.0010075572097205656 0.0013519720516974587 0.0014601536768736878 0.0015220728957050511 0.0018419203743178514 0.001424857689595882 0.0014927734552401262 0.0010062161743755738 0.0013638173115950725 0.0010772839002945456 0.0011505356694243574
leaf_count=328 231 143 85 360 294 99 62 63 87 53 76 93 167 34 30 47 56 86 37 84 62 50 58 41 78 52 44
internal_value=-1.55147e-05 0.000763005 -3.2394e-05 0.00125704 -0.0167117 -0.00020075 0.000969365 -1.38843e-06 0.00169826 0.0201662 -0.00103645 -0.023419 0.00153116 0.00374228 0.00153054 -0.000426542 0.00176192 0.00958886 0.0337604 -0.0110432 0.00121305 0.0146174 -0.0145737 -0.00300132 -0.0174483 0.0170094 -0.00577092
internal_weight=0.0369371 0.0352149 0.034104 0.0316567 0.00244729 0.0304238 0.0289656 0.0279357 0.0264541 0.00341203 0.0230421 0.00237124 0.0206708 0.0190799 0.0179509 0.0169335 0.0157554 0.00977848 0.00251642 0.00597695 0.00726206 0.00392737 0.00333469 0.00496939 0.00288589 0.0020835 0.00250251
internal_count=2900 2669 2526 1904 622 1819 1720 1658 1298 116 1182 180 1002 835 759 729 682 371 71 311 300 180 120 255 162 93 130
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=29
num_cat=0
split_feature=21 21 21 21 5 15 23 9 17 7 18 0 9 15 7 13 6 23 23 16 9 20 9 20 17 0 21 18
split_gain=4.08205e-05 0.000149194 0.000144168 0.000207062 0.000170072 0.0001205 0.000150731 0.000117438 0.000109528 9.93591e-05 0.000188639 0.000108033 9.30732e-05 0.000128158 0.000176696 0.00012048 0.000273158 0.000216722 0.000224463 0.00017529 0.000145405 0.000126602 0.000369347 0.00017313 0.000162607 0.000174539 0.000174778 0.000117483
threshold=3.3208308644500009 3.8005420560000007 1.9231529451500002 1.2219980417000003 16.579584939650001 21.724651858600001 -0.093074999999999991 199.46724415935003 168.45154159730004 23.162127797100002 14.073076155300003 94.776214472700005 38.559541491950007 14.069954549750003 26.233880563250004 107.97116697695002 14.855347092800002 0.089785000000000018 0.070195000000000021 19.284954903400003 181.61255275325001 40.621691032550004 194.81758439455004 41.134354310300004 189.27091549140002 86.780739992750014 8.1807154878500032 13.987466292050001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 -1 -7 -6 -3 -8 -11 -12 -10 -14 15 17 -17 18 -15 -18 -21 22 -22 -23 -25 26 -26 -27
right_child=1 8 4 -5 7 6 9 -9 12 10 11 -13 13 14 -16 16 19 -19 -20 20 21 23 -24 24 25 27 -28 -29
leaf_value=-0.023809538785576557 -0.038234602043563187 -0.032996841673730175 0.051538023829218849 -0.032215104899062534 0.028041447955851187 0.046270674312914324 -0.01699417584959562 -0.013635166839322744 -0.026536007505991221 0.044023925512353665 -0.027004161312112435 0.016114422922532755 0.035199222561780832 -0.00063244391964014453 -0.038826101566309001 -0.048956314009209551 0.042226453568926875 -0.015953809660493295 0.057415459724058295 -0.037013319193370441 0.066113049905999893 -0.042637797555651134 -0.0063062139147638573 0.02707803727940062 -0.00057918800686512079 0.0380272636054459 -0.051981563860490514 -0.0091741348604579987
leaf_weight=0.0012049485719675245 0.0011138522689561189 0.0010045864377537022 0.0012177591166023663 0.0018579594088212973 0.0013105445156005174 0.001001643964369193 0.0015821839079510616 0.0013966778669871616 0.0011770264290120345 0.0012734994203924543 0.0010802839294683508 0.0012574056442600894 0.00112434998758366 0.001123263952702124 0.001080107904689708 0.0011200996513691672 0.0010241443230223088 0.0012827199466762806 0.001636920615443592 0.0010188211302582526 0.0010989612369769492 0.0010238315522315133 0.0019607787779152286 0.0018108181930408338 0.0013799748757507002 0.0010068162969218974 0.0012704846004243375 0.0011071829347315543
leaf_count=323 100 240 94 120 68 70 96 88 256 46 56 91 124 98 131 116 66 123 98 36 39 35 75 87 66 27 82 49
internal_value=-8.89808e-06 -0.00251925 0.00444032 -0.0023688 0.0205011 0.00512492 0.0107528 0.00654015 -0.000731381 0.00390242 0.0130579 -0.00381137 0.000794223 0.00239709 0.000450339 0.00282499 -0.00161641 0.0180093 0.0337927 0.00255822 -0.000920723 0.00252917 0.0197045 -0.00438637 0.00156973 -0.00812517 -0.0252187 0.0133061
internal_weight=0.0365476 0.0233647 0.0131829 0.00925792 0.00392498 0.00739997 0.00619502 0.00270722 0.0222509 0.00519337 0.00361119 0.00233769 0.0212463 0.0200693 0.0189449 0.0178648 0.0138219 0.0040429 0.00276018 0.0127018 0.0116777 0.0106588 0.00305974 0.00759911 0.00657528 0.00476446 0.00265046 0.002114
internal_count=2900 1848 1052 802 250 682 359 156 1748 289 193 147 1508 1252 1128 997 678 319 196 562 496 460 114 346 311 224 148 76
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=30
num_cat=0
split_feature=9 16 9 6 16 22 23 22 23 19 15 5 10 23 20 7 16 17 7 20 20 6 15 20 9 0 5 6 23
split_gain=4.19519e-05 0.000119687 0.000100475 0.000194374 7.66578e-05 0.000119904 0.00010107 0.000240801 0.000207857 0.000158997 0.000157452 0.000156309 0.000209847 0.000118699 0.000114743 0.000147193 0.000143914 0.000128166 0.000222842 0.000172796 0.000193429 0.000281235 0.000155192 0.000146003 0.000142935 0.000113111 0.000105912 7.63098e-05 6.98775e-05
threshold=216.18094582280003 17.654958715000003 210.97856947250003 14.71534382165 11.934972090850001 -0.59309999999999985 0.083795000000000022 -0.081844999999999987 0.085495000000000029 13.751109481500002 35.34809845485001 19.385335982600001 61.971648364950006 0.087605000000000016 38.592454371550012 22.940014114900002 19.774953757550005 203.77077094980004 24.029932718600005 40.380906245900007 42.406961525800007 16.455384477450004 40.301031380450006 43.124157941850008 202.89977928865002 86.597924839850023 16.579584939650001 16.415383542800004 0.087725000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 7 10 -8 26 11 -7 -13 27 15 -15 -17 18 19 -16 21 -21 -23 -22 -20 -11 -9 -10 -3
right_child=1 28 3 -5 5 6 8 9 13 25 -12 12 -14 14 17 16 -18 -19 24 20 23 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.019665440564713345 -0.016762628023845576 0.0064837211576897055 -0.053176593879831452 0.0060989160337780344 0.034013169472887801 -0.0192114180023427 -0.047234868926589249 0.026183815567960778 0.038188631543098678 0.021980202462575538 -0.032808765574504531 -0.0047886298124767681 0.053385358899181196 -0.015962933530485536 -0.036299060483245618 0.0026602462089213466 0.054843431993729236 0.019595150424547427 -0.06939184554692536 0.049253755527048027 -0.043774877503105825 -0.034618109196102524 0.01923419366682937 0.0073767151759614683 -0.017118003055064415 0.066915253498365981 -0.015342863617253301 0.00097354771300792111 0.043109338704935322
leaf_weight=0.0017873325715832581 0.0010317844180959953 0.0010369072076512609 0.0010378877315204071 0.0011846224572490405 0.0011028378802971804 0.0016771588047610475 0.001057854908570687 0.0013615486749576321 0.0011324160897669957 0.0011328314244922755 0.0015507784199688679 0.001446397562352042 0.0010853810276754139 0.0012509952541970302 0.0014820901220389277 0.0011197921383065551 0.0010008633346387796 0.0012964163985550456 0.0010255978309614555 0.0015056272921698532 0.0012583119839817917 0.0010490893832240111 0.0010923121492911747 0.0010026476542110974 0.001067578594115659 0.0011081904847571877 0.0011188922994241485 0.0010731302807183152 0.0010468028741903446
leaf_count=526 153 58 104 72 62 212 75 113 77 45 89 156 80 56 58 114 30 86 77 55 73 48 50 61 71 48 127 49 75
internal_value=-1.25211e-06 0.0110912 -0.00104821 -0.0215821 0.000434177 0.00167301 0.000394477 0.00815325 -0.0042752 0.0248945 -0.00557016 0.00446588 0.0201507 -0.00149685 -0.0048599 0.0112408 0.0272886 -0.00989586 -0.0139275 -0.00576917 0.00188962 0.0161364 -0.00714847 -0.0210911 -0.0427307 0.0442007 0.00745171 0.0200813 0.0248835
internal_weight=0.0361241 0.00311549 0.0330086 0.00222251 0.0307861 0.0289987 0.0278959 0.0104812 0.0174147 0.00472146 0.00575972 0.00420894 0.00253178 0.0163569 0.0141513 0.00337165 0.00212066 0.0107797 0.00948326 0.00739008 0.00590799 0.00364703 0.0021414 0.00226096 0.00209318 0.00224102 0.00248044 0.00220555 0.00208371
internal_count=2900 286 2614 176 2438 1912 1850 870 980 333 537 448 236 905 779 200 144 579 493 345 287 153 98 134 148 93 240 126 133
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=26
num_cat=0
split_feature=16 15 15 16 16 20 22 16 9 9 15 13 21 20 6 6 6 22 23 5 21 22 5 17 23
split_gain=4.31384e-05 0.000144972 7.09231e-05 0.000213531 7.82823e-05 0.000321646 0.000231462 0.000212228 0.000294624 0.000112743 9.05335e-05 0.000213246 0.00017167 0.000111408 0.000148376 0.000117162 0.00011447 0.000164192 0.000102516 0.000184117 0.00018072 0.000276201 0.000171487 0.000159787 7.46929e-05
threshold=9.6249774926000011 15.867801003350001 17.512831095650004 13.804967718000002 15.919962772200003 41.028010303750008 -0.054494999999999995 17.844958270700005 188.14427954665004 214.22994816675003 28.566186095050004 109.57886493895002 6.9984086918000008 38.238138001450004 16.585387514950003 15.825369757250002 15.365359009150003 -0.14869999999999997 0.083415000000000031 21.125470787600005 6.338788634150001 -0.067574999999999996 22.247999666950005 191.40027208745002 0.08708500000000001
decision_type=2 2 2 2 2 2 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 -5 8 -6 10 12 -12 -9 15 16 -13 -15 -18 23 -20 21 -21 -22 -19 -11
right_child=1 2 3 4 7 -7 -8 9 -10 24 11 13 -14 14 -16 -17 17 18 19 20 22 -23 -24 -25 -26
leaf_value=0.017385935520460114 -0.037645726670919019 0.02604243944011397 -0.044039937742073931 -0.044849320110101669 0.0030896486625716577 0.043313422779465115 0.019611178442917834 0.033790017931997422 -0.070664610533472547 0.0017408849963560383 -0.038820003083396309 0.0020929591971268874 -0.013427762272237093 -0.032524528251326512 -0.036387522309363866 0.041766931882781119 0.036753297299815017 -0.011216907764050297 -0.033911303066350609 -0.059436787586774821 0.036754315608454567 0.0067314720343498204 -0.0059545759161629252 0.039738498926184862 0.036704799994558023
leaf_weight=0.0013724718947649281 0.0010298780378457375 0.0010486396783227691 0.0010827714736081481 0.001098832210893335 0.0011805472756778864 0.0019668730435869197 0.0011297870133361023 0.0019399186497519585 0.001000751063089389 0.001059177058773563 0.0015357026020579303 0.0019812887858279274 0.0012767555465729163 0.0010313817660616573 0.001266578892194615 0.0011922671471769064 0.0012336129585817099 0.0011465102640215727 0.0019537428515956634 0.001026916013214918 0.0018680260462815568 0.0016356639455303856 0.0018927209809447391 0.0013284860759847916 0.0014439621820927506
leaf_count=354 254 117 184 121 239 125 62 123 138 60 158 57 96 53 80 60 52 55 82 53 48 67 104 64 94
internal_value=9.95306e-07 -0.000693613 0.000448498 -0.000383139 0.00113245 0.0138402 -0.0121714 -0.000842638 -0.0307478 0.00178634 -0.000471556 -0.00308629 0.0150484 3.92916e-05 -0.00370242 0.016998 -0.000546356 0.00218263 -0.0017472 -0.0070302 0.00114606 -0.0187886 0.0152596 0.0161341 0.0219102
internal_weight=0.0357233 0.0343508 0.0333209 0.0322723 0.0311895 0.00419549 0.00222862 0.026994 0.0021813 0.0248127 0.0223096 0.0190929 0.00321667 0.0175572 0.0143836 0.00317356 0.0131171 0.0120857 0.0108521 0.00837707 0.00642333 0.00266258 0.00376075 0.002475 0.00250314
internal_count=2900 2546 2292 2175 1991 308 183 1683 377 1306 1152 933 219 775 658 117 578 525 473 354 272 120 152 119 154
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=27
num_cat=0
split_feature=23 23 23 4 23 20 13 0 6 23 10 21 20 18 2 22 23 14 22 22 9 15 15 21 22 21
split_gain=3.65996e-05 7.33524e-05 0.000151798 0.000193055 9.82289e-05 9.13566e-05 0.000131187 0.000146617 0.000424109 0.000295727 0.000128053 0.000119299 9.19595e-05 0.00021793 0.000154522 0.000146681 0.000303901 0.000262421 0.000410362 0.000252439 0.000364427 0.000146848 8.01642e-05 8.00561e-05 6.39761e-05 0.000107144
threshold=-0.27223499999999995 -0.21013499999999999 1.0000000180025095e-35 227.97173202615002 -0.23958499999999999 43.19689381845 98.238948544700023 96.249489528150022 14.755344756250002 0.088990000000000027 62.009286778800011 3.6073978218000007 42.178283198950005 13.258783262950002 70.507592614000018 -0.013805 0.094415000000000013 203.18538194120003 -0.067574999999999996 -0.093604999999999994 201.44620319810005 36.508287084250007 40.128253618400009 12.749485150050001 -0.08459499999999999 6.9984086918000008
decision_type=2 2 2 2 2 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 23 6 -4 8 -8 -9 -7 -11 14 -14 -10 17 -17 21 19 20 -19 -16 -15 -2 25 -12
right_child=1 2 5 -5 -6 10 7 9 12 11 24 -13 13 22 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.018702397041957568 -0.016137706540699581 -0.00099759612780856983 -0.034505232564005582 -0.049932377600141992 0.040480131661945008 0.044736637944949441 -0.065351661165130623 0.052019436530397326 -0.032197571850786498 0.016037583594064726 0.033197618330478643 -0.025087274311859076 -0.049019420782810907 -0.016356421355852011 0.020351578528430909 -0.053317470343789045 0.015949016435927558 -0.0299811524902454 0.039835508335621717 -0.050312499003733704 0.046717789053233365 0.066276263828650581 0.020876939478003488 0.022534163227064707 -0.013959962684182618 -0.0043396592179953987
leaf_weight=0.0010167806781334323 0.0010898949690348672 0.0019625634181394203 0.001129311443378001 0.0013682927320545057 0.0010264743406665838 0.0010415624406012172 0.0010484731236557457 0.0015426431750595873 0.0010593746741278673 0.0015799539316514455 0.0014346054564784508 0.0012743173976830224 0.0011793688028996279 0.0010710895054253378 0.0017703128527696288 0.0010918346813628766 0.0015086091667218249 0.0014729457383950637 0.0019077404879421847 0.0014241327022190831 0.001069144238726949 0.0011476351628516568 0.0012567133635765781 0.0010520079364046975 0.0011989606876744927 0.0016180283591310657
leaf_count=168 141 151 386 224 72 42 149 86 40 90 99 120 80 62 85 72 54 57 82 70 54 32 57 51 175 201
internal_value=-4.80872e-06 0.000549038 -0.000925079 -0.0210997 0.0150454 0.00148981 -0.00128722 0.000465398 -0.00374281 0.0167429 0.013312 -0.00232301 0.000304786 -0.0139984 0.00433345 0.00773046 -0.0131335 0.0139016 0.00172483 -0.0166063 0.00227665 0.0384139 0.00374479 0.0028562 0.0056135 0.0133012
internal_weight=0.0353428 0.034326 0.0311576 0.00333086 0.00316838 0.0278268 0.0225336 0.0214043 0.0170074 0.00439691 0.00529316 0.00285427 0.0159589 0.00350717 0.0124517 0.0113924 0.00260044 0.00879191 0.00587396 0.00396622 0.00254209 0.00291795 0.0023278 0.0021419 0.00425159 0.00305263
internal_count=2900 2732 2468 375 264 2093 1576 1190 894 296 517 210 745 199 546 506 126 380 263 181 111 117 119 192 475 300
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=26
num_cat=0
split_feature=16 7 3 6 7 3 5 15 13 13 16 10 0 20 8 20 20 7 7 18 20 21 16 0 0
split_gain=4.10992e-05 0.000122846 6.56305e-05 0.000123389 0.000123379 8.95642e-05 0.000161804 8.36152e-05 8.36887e-05 0.000182056 0.000110662 0.00020601 0.000196803 0.000107046 0.000128674 0.000120103 0.000166325 0.000100663 0.000215676 0.00019022 0.000185881 0.000210869 0.000253925 0.000189006 0.000134636
threshold=9.6249774926000011 26.752366550650006 75.559115756250023 10.715250360100002 25.967949918250003 81.430708313150021 16.579584939650001 23.516184833950003 107.97116697695002 109.34496908160001 19.214955067100004 66.697957758300021 90.337570099350003 38.592454371550012 8.543332867800002 40.166811829450005 40.621691032550004 24.071745547300001 23.724432465350002 13.326324856250002 42.131954243650007 11.790993765850002 22.584947186600004 85.807518149550006 86.458125017100016
decision_type=2 2 2 2 2 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 -5 -7 -8 -9 -10 -11 12 13 14 -12 -15 -17 18 19 20 23 22 -22 -18 -21
right_child=1 -3 3 4 -6 6 7 8 9 10 11 -13 -14 15 -16 16 17 -19 -20 24 21 -23 -24 -25 -26
leaf_value=0.016971412043563488 0.02542836698314235 -0.025847326993083466 -0.029199541208153525 -0.025830954111720639 0.030337318401350274 0.034694173395256919 -0.021869307454977099 0.027252584151100268 -0.039041232668959168 0.025122209716477918 0.041356717737542764 -0.032497895496819869 0.045280676063584574 -0.025946219487080743 -0.0046169849156117507 0.035491198632485274 0.055314205587082499 -0.027176184737757639 0.035297720195565534 -0.057529283072058401 0.042204129366138127 -0.049587764496715897 -0.026388337655156687 -0.00099688638175498461 -0.0079629621091607261
leaf_weight=0.0013700609913325909 0.001042841794577319 0.0018360500992125597 0.0013893413749655461 0.0012950468966618214 0.0013936809767289829 0.0013603505298789278 0.0017391120249099145 0.001142562934603574 0.0011615795549340105 0.0018302056001414648 0.0012762142027984416 0.0018333198299229627 0.0010236608973244179 0.0020018857035311042 0.0011641236173431935 0.0012210644343895192 0.0010931499477955242 0.0015337691608605661 0.0014929344965111113 0.0010273462679604162 0.0010073179123217813 0.0010247417221904663 0.0011625943589699261 0.0013107852122127284 0.0011745350010983202
leaf_count=354 137 317 233 149 111 57 272 67 140 161 68 94 46 89 39 48 44 72 51 74 39 63 83 49 43
internal_value=-5.2641e-06 -0.000698774 0.00075772 -8.14241e-05 0.00130071 -0.000150982 0.00110015 -0.000711821 0.000855148 -0.000494976 0.00161926 -0.000604043 0.0027345 9.3405e-05 0.0194257 -0.00326438 0.000504337 -0.0034414 0.000475748 -0.00618884 0.00360437 -0.0122018 0.0054537 0.0246097 -0.0310894
internal_weight=0.0349083 0.0335382 0.0317022 0.0306593 0.02927 0.0278763 0.0265813 0.0252209 0.0234818 0.0223392 0.0211776 0.0193474 0.0175141 0.0164905 0.00244034 0.0140501 0.0120482 0.0108272 0.0092934 0.00780047 0.00559859 0.00319465 0.00216991 0.00240394 0.00220188
internal_count=2900 2546 2229 2092 1859 1748 1599 1542 1270 1203 1063 902 808 762 107 655 566 518 446 395 278 185 122 93 117
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=27
num_cat=0
split_feature=3 7 7 7 18 21 21 18 23 23 18 16 22 9 23 6 20 15 16 13 4 20 16 20 20 16
split_gain=3.65894e-05 8.78389e-05 8.02741e-05 7.55761e-05 0.000156381 0.000119546 0.000145733 9.1681e-05 8.09234e-05 0.000196769 9.08606e-05 0.000257705 0.000128158 0.000276288 0.000101853 0.000177253 0.00015719 0.000183838 0.000139174 0.000182064 0.000121623 9.63048e-05 0.000155769 0.00010217 8.08492e-05 5.43291e-05
threshold=103.44111502715002 20.234873028950002 21.725272673150005 22.726915405250001 13.197799034350002 1.9498618639500001 5.1084261806000013 12.949570119650001 0.11308000000000003 0.12746000000000005 13.482409244300003 22.584947186600004 -0.22089 201.44620319810005 0.090720000000000023 14.185331438000002 39.420767558750008 37.80636766060001 22.634947069650003 116.67639440335002 173.95266242615003 39.788107623550012 14.184966829400002 41.621607100200002 42.448133449100006 17.434959229500002
decision_type=2 2 2 2 2 2 2 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 -4 -7 -8 10 -10 11 -6 13 -12 18 -16 -17 -18 19 20 -14 -22 -23 -24 -9 -25
right_child=-2 2 3 4 8 6 7 24 9 -11 12 -13 14 -15 15 16 17 -19 -20 -21 21 22 23 25 -26 -27
leaf_value=0.028552745540195591 -0.016371277908660734 -0.021403055757869677 -0.017246387967033379 -0.035760936822847145 0.052644490210594842 0.043077384432588753 -0.018433271638053396 0.038347006285605265 0.050135775072764746 -0.010654632410655094 -0.065346505597668164 -0.008827318426890848 -0.018657187890952255 0.0033758088168759932 -0.04841802628292044 0.024958362776225929 -0.048873168929157051 0.0066750590928665345 0.039609934992678383 -0.033299256683532806 -0.008598273831901964 -0.0044405490952845244 0.051958305197870203 0.033345583617543938 -0.0011801235968816235 0.00056256027737872918
leaf_weight=0.0010906811141747621 0.0013138562314097607 0.0017073773496426225 0.0011895240948936658 0.0012677065331958065 0.0011125191366552203 0.0015716558282441451 0.0010441881089912064 0.0010005566957982381 0.0010354636542507514 0.0010960982158255475 0.0010145737662259338 0.0017622402077983601 0.0016135333641349595 0.0013817365766609149 0.001094389912489945 0.0013287107741133397 0.0010672314348170175 0.0013487341516993379 0.0010180411632632067 0.0013541407920749657 0.0017489516226565647 0.001909571430257993 0.0014013808303339204 0.001003163950021424 0.0010717707177644309 0.0010190230672975087
leaf_count=91 248 202 64 86 40 63 44 39 64 99 158 77 77 135 212 60 66 49 48 76 237 300 75 94 89 107
internal_value=-3.5128e-06 0.000643193 -0.00030327 0.000879636 -0.0015565 0.0110662 0.0182499 0.00572939 0.000303741 0.0188759 -0.00156555 0.014962 -0.00416143 -0.0257205 -0.000913629 -0.0130153 -0.00266876 -0.0178629 0.00437746 0.00080841 0.00611988 0.0117649 0.0184428 0.0312065 0.0179043 0.0168255
internal_weight=0.0345668 0.033253 0.0321623 0.0304549 0.0245772 0.0058777 0.00468817 0.00311652 0.0233095 0.00213156 0.0211779 0.00287476 0.0183032 0.00239631 0.0159069 0.00483907 0.00374468 0.00241597 0.0110678 0.0100498 0.00869562 0.00708209 0.00533314 0.00342357 0.00207233 0.00202219
internal_count=2900 2652 2561 2359 2060 299 235 172 1974 163 1811 117 1694 293 1401 387 175 115 1014 966 890 813 576 276 128 201
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=26
num_cat=0
split_feature=16 6 9 18 6 20 21 0 22 5 15 15 15 23 23 23 7 21 7 15 13 20 4 20 18
split_gain=3.63388e-05 0.000115759 7.44193e-05 0.000118627 0.000154779 0.000136602 0.000156831 9.72501e-05 0.000186118 0.000129653 0.000125739 0.000198356 0.000158224 9.33109e-05 0.000191947 0.000246792 0.000201998 0.000171326 0.000171122 0.000144035 0.000141691 0.000122073 0.000117758 0.000102977 3.82633e-05
threshold=9.6249774926000011 5.0951190466500007 187.70546222865002 14.339258036900002 16.575387281250006 42.207998345450008 6.5702948118500002 98.615332683000005 -0.079074999999999993 16.579584939650001 27.008040895250005 28.566186095050004 31.000143748900005 0.10236000000000002 0.09310000000000003 0.087530000000000011 23.789355599150003 5.1084261806000013 22.689595575850003 39.283112803100003 115.63864956495001 40.621691032550004 315.34488875065006 41.028010303750008 14.255915995100002
decision_type=2 2 2 2 2 2 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 9 -9 -4 -11 -12 24 14 15 16 18 -17 -14 20 -15 -20 -18 -16 -13
right_child=1 2 7 -5 -6 6 -8 8 -10 10 11 12 13 19 23 17 22 -19 21 -21 -22 -23 -24 -25 -26
leaf_value=0.016019263371600621 -0.034105305776203465 0.016514424498583962 0.026213380582503078 0.03247683650526334 0.031421257510883607 0.0053900828643150267 -0.039521708495623122 -0.051973881120735171 0.00073454116654993141 -0.034008312835804473 0.0379137717083744 -0.015710094339372874 0.027770979624557459 -0.02167227142227857 0.048640537948196311 -0.056578361369683465 0.054848204687923507 -0.0043131760277884514 0.0062231227620003883 -0.034764087172455264 0.03070545106589417 -0.03878111357869151 0.0079254898875496162 0.010857503274583478 -0.043246257267952982
leaf_weight=0.0013596199087560551 0.0010035067551307847 0.0017286345261172988 0.0017238537447923355 0.0016681569252894601 0.0014274404239007221 0.0014602883561671345 0.0016629353101056399 0.0010994616074325309 0.0017147911561116161 0.0011821392617702145 0.0012608155713706984 0.0010093795141443698 0.0010514056853700993 0.001033372888743501 0.0012470511900812839 0.00118874489523213 0.0011386669843709285 0.0013276891632488796 0.0010212953823642845 0.0017047312435360708 0.0010325192769471414 0.0014705643954698866 0.0010085705039344361 0.0017111537478782246 0.0010091545774013611
leaf_count=354 311 117 82 141 235 83 157 204 175 72 61 42 54 50 54 89 57 78 42 93 44 81 76 72 76
internal_value=-1.36766e-06 -0.000663709 0.00038886 0.00877323 0.00247614 -0.00603966 -0.0185228 -0.00239507 -0.0198574 -6.83301e-05 -0.00240401 -0.000352931 -0.00319865 0.000352754 0.00494608 -0.00292587 0.0086058 -0.0290029 -0.00606105 -0.0132485 0.00450577 -0.020336 0.0328083 0.0267852 -0.0294766
internal_weight=0.0342459 0.0328863 0.0318828 0.00794746 0.0062793 0.00485186 0.00312322 0.0239354 0.00281425 0.0211211 0.0193973 0.0182151 0.0169543 0.0149358 0.0111651 0.00820694 0.0056905 0.00251643 0.00354327 0.00377062 0.00206589 0.00249186 0.00214724 0.0029582 0.00201853
internal_count=2900 2546 2235 733 592 357 240 1502 379 1123 1041 969 908 790 603 477 310 167 177 187 94 123 133 126 118
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=26
num_cat=0
split_feature=5 5 23 20 2 10 16 21 22 21 22 2 13 21 12 18 2 21 21 21 18 7 22 6 7
split_gain=3.82751e-05 0.000198008 0.000102218 0.000111736 0.000157908 9.06091e-05 9.0095e-05 7.69419e-05 0.000157354 0.00013855 0.000273803 0.000208809 0.000132763 0.000111778 0.000171825 0.000187728 0.000143287 0.000178078 0.000113312 0.000197563 0.000286008 0.000174728 0.000252168 0.00013622 0.000193959
threshold=23.606333875400001 23.151456684850004 0.099425000000000027 40.532725462000009 253.62599843255001 61.928633034850002 22.654947022900004 15.697044644950003 -0.15726999999999999 8.9353283289500016 -0.12350999999999999 161.80523719825001 105.26657809770002 7.5091558130000005 288.67761128475007 17.140917755100002 165.21120286730005 2.7327447008500005 4.3636502323000004 3.3559787654000002 14.643918747750002 23.399310583750005 -0.092864999999999989 16.265380038000004 24.785467646950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1 7 9 -9 13 -11 -12 -13 14 15 16 18 -18 19 20 21 22 -7 24 -20
right_child=2 -3 -4 4 -6 6 -8 8 -10 10 11 12 -14 -15 -16 -17 17 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=-0.024377149391563047 -0.042794543123903739 0.037009346612910485 0.019888360092604709 0.011416267173148186 -0.037034721105225633 0.036806236950974257 0.023879118746395169 0.045789722122821543 -0.0097424688921493377 -0.063278177196430141 -0.0306974799415572 0.042005002792383665 -0.0073024888366741945 0.027032006791725013 -0.037499748479848716 0.04226714613871202 -6.6049553665866983e-05 -0.050222601425422508 -0.024766688117788489 -0.040226527798003703 -0.027412892550576041 0.042069249525960944 -0.029385327445492344 0.048923806335748075 0.036546722754639396
leaf_weight=0.0015043987895931058 0.0010758530003978075 0.0014820504623926914 0.0010462529376762987 0.001960758739494764 0.0010239379811403521 0.0010650840259519706 0.0015964630910083591 0.0010171994671265144 0.0010238485021599594 0.0010186603436738509 0.0017725158847741408 0.0010133876312178047 0.0011841835979757853 0.0016045700181377192 0.0011725327372628094 0.0010870188430832208 0.0017400455826673536 0.0011933377420200245 0.0010536633489652281 0.0011564156805181636 0.0018925177608460075 0.0018796052617631176 0.0012522450320373614 0.0010923095871042676 0.0010109798782164531
leaf_count=68 144 66 85 279 86 48 65 56 106 180 139 114 76 128 201 233 137 122 86 57 206 68 51 37 62
internal_value=-4.24253e-06 0.00140996 -0.00798329 -0.0151648 -0.00520546 -0.000520454 0.000869198 -0.000646869 0.0179332 -0.00235594 -0.0170285 -0.00516158 0.0154352 0.00189966 -0.000686087 0.00230667 -0.000950462 -0.0204704 0.00455376 -0.00233516 0.00486059 0.0194136 0.00103745 0.0203653 0.00525623
internal_weight=0.0339198 0.028813 0.0051068 0.00406055 0.0029847 0.027331 0.0258266 0.0242301 0.00204105 0.0221891 0.00498875 0.00397009 0.00219757 0.0172003 0.0155958 0.0144232 0.0133362 0.00293338 0.0104028 0.00724587 0.00608945 0.00419693 0.00231733 0.00315695 0.00206464
internal_count=2900 2306 594 509 365 2240 2172 2107 162 1945 509 329 190 1436 1308 1107 874 259 615 430 373 167 99 185 148
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=25
num_cat=0
split_feature=8 22 16 5 5 10 7 7 16 21 0 13 18 23 15 22 22 4 15 23 23 7 7 23
split_gain=3.4783e-05 0.000172153 7.0655e-05 5.96648e-05 0.000114747 0.000163947 0.000112549 0.000164786 0.000112282 6.23812e-05 0.000163885 0.000159853 0.000100224 0.000152019 0.000139763 0.000161434 0.000191709 0.000138024 0.000175399 0.00010735 9.2638e-05 0.000109213 8.36329e-05 3.33696e-05
threshold=8.8430989333000021 -0.090694999999999998 22.724946859200003 23.606333875400001 23.151456684850004 61.928633034850002 19.041006859700005 23.124786352450005 22.654947022900004 15.697044644950003 86.20003303655001 95.870416931800023 13.5538556217 0.11467000000000002 20.478039369150004 0.072320000000000023 -0.033594999999999993 191.71186625420003 39.466660082200001 0.082975000000000021 0.095290000000000027 24.052187734100006 24.815630185550003 0.07933500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -5 -8 9 10 -7 -12 17 14 -14 16 19 -13 -19 -16 21 -21 -23 -11
right_child=1 -3 -4 6 -6 8 7 -9 -10 23 11 12 13 -15 15 -17 -18 18 -20 20 -22 22 -24 -25
leaf_value=-0.03756476287121311 0.013278674711053706 -0.042416871929314107 0.02618243201049348 0.013684361509961666 0.032207915612760978 -0.030990184497980008 -0.054475956191939803 -0.002440454066420409 0.028648506100343613 0.029909541035914727 -0.026908221563667567 0.047467526823743493 0.021108585683575577 0.034399662209834661 -0.032138367425094606 -0.042189708057847851 0.02482292178488674 -0.016273704431265478 0.035879362505530789 0.028422102457510076 -0.025028761515447518 -0.029505156757886099 0.0069309422818487733 0.0041272086966913663
leaf_weight=0.0010994511083810164 0.0012204348154258617 0.0010178066206558726 0.0010640846154217334 0.0011674240779911823 0.0011721418435248756 0.0017213201302196312 0.0010355411607661236 0.0014760526395004511 0.0014756655611840577 0.0010040132651570879 0.0018262092637952197 0.0011509943572374217 0.0019929567509722754 0.0011831016888921306 0.0017706268386166084 0.0012066471490655992 0.0019179200428152228 0.0015124637799388552 0.0011241716681524849 0.0012687013141245984 0.0014858098801768804 0.0010317160127684133 0.001617751862084571 0.0010040005697504045
leaf_count=46 72 86 45 165 54 87 236 88 58 91 682 40 148 82 157 123 102 67 33 52 117 73 126 70
internal_value=-4.99811e-06 -0.012048 0.00085595 -3.50997e-05 0.00161778 0.000205763 -0.0119703 -0.0238949 0.0019151 0.000186256 -0.0014379 0.00122692 0.00420329 0.000163619 -0.00313156 -0.00782218 -0.00326135 0.0185752 0.00596259 -0.0107689 -0.00376708 0.00429557 -0.00725746 0.0170185
internal_weight=0.033547 0.00223824 0.0313088 0.0302447 0.0265657 0.0253935 0.00367902 0.00251159 0.0242941 0.0228184 0.0208104 0.0190891 0.0172629 0.0134752 0.0122921 0.0102992 0.00909253 0.00378763 0.00263664 0.00717461 0.00540398 0.00391817 0.00264947 0.00200801
internal_count=2900 158 2742 2697 2208 2154 489 324 2108 2050 1889 1802 1120 980 898 750 627 140 100 525 368 251 199 161
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=23
num_cat=0
split_feature=3 7 7 20 9 13 19 9 16 9 22 20 6 20 2 22 14 17 7 4 20 16
split_gain=3.25032e-05 8.31742e-05 7.2488e-05 6.02573e-05 0.000170543 0.000166913 9.87178e-05 0.000284121 0.000173233 0.000136823 8.06484e-05 0.000235502 0.000268462 0.000216523 0.000193363 0.000177594 0.000174594 0.000162534 0.000196447 0.000129762 0.000198388 0.000156006
threshold=103.44111502715002 20.234873028950002 21.725272673150005 45.027406014450008 38.559541491950007 98.238948544700023 12.651020723000002 205.70977008025002 17.844958270700005 215.80505313260002 -0.071129999999999985 41.24714903835001 16.415383542800004 41.134354310300004 187.77144079505004 -0.088099999999999998 203.18538194120003 187.59608338195002 23.345877066950003 221.58417634125001 42.718072821900002 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
left_child=1 -1 -3 5 -5 -4 7 -7 -8 10 13 14 -13 15 17 16 -10 -12 -19 20 -15 -21
right_child=-2 2 3 4 -6 6 8 -9 9 -11 11 12 -14 19 -16 -17 -18 18 -20 21 -22 -23
leaf_value=0.028172033084216161 -0.01566614849016839 -0.020830180221880101 -0.030299836006355153 -0.012457435601386818 0.042662626505223331 0.042273746134330992 -0.033206969144969171 -0.018892114937845261 0.017569188286234966 0.028076017116024241 0.040938379737557477 0.011997764560509418 -0.050672874848397935 0.043631862009570171 0.052247534917555807 -0.057111277472908777 -0.030986865986606323 -0.036060019474243928 0.016285138172620079 -0.031166295868238648 -0.0067702652788735902 0.012720738935470426
leaf_weight=0.0010591624979249354 0.0012747480644123141 0.0016332342483096193 0.0017565893341535089 0.001067181400370684 0.0011842037560294283 0.0019187875399957468 0.001534066770214614 0.0012568764223424012 0.0012387568070257871 0.0017861338685922759 0.0011015409608035112 0.0014629455418999626 0.0012829550777921916 0.0016352137732038585 0.0013023211022467063 0.0011779669505074201 0.0018412128587428356 0.001167915720010626 0.0018568037867225939 0.0016027795558886115 0.0014948475218048429 0.0016374610094759146
leaf_count=91 248 202 575 227 89 90 199 95 60 117 40 82 91 51 70 71 96 45 81 111 67 102
internal_value=-6.99172e-06 0.000616825 -0.000326473 0.000816184 0.0165351 -0.000491859 0.00157784 0.0180653 -0.000788877 0.00162658 -0.00088594 0.00658178 -0.0172836 -0.00662958 0.0186534 -0.0240879 -0.0114577 0.00805052 -0.00392656 0.00503962 0.0195609 -0.00898791
internal_weight=0.0332737 0.031999 0.0309398 0.0293066 0.00225139 0.0270552 0.0252986 0.00317566 0.0221229 0.0205889 0.0188027 0.00817448 0.0027459 0.0106282 0.00542858 0.00425794 0.00307997 0.00412626 0.00302472 0.0063703 0.00313006 0.00324024
internal_count=2900 2652 2561 2359 316 2043 1468 185 1283 1084 967 409 173 558 236 227 156 166 126 331 118 213
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=27
num_cat=0
split_feature=8 8 16 16 12 17 10 12 18 10 20 23 23 22 23 22 8 5 6 15 6 7 15 13 21 10
split_gain=3.27446e-05 0.000113153 5.81721e-05 6.24455e-05 7.72724e-05 8.09124e-05 7.69287e-05 0.000170137 0.000103293 0.000114053 0.000308323 8.85399e-05 0.000115674 9.58147e-05 0.000120912 8.95485e-05 0.000152556 8.28541e-05 0.000137173 0.000101992 0.000228787 0.000113098 0.000108091 7.71844e-05 7.46773e-05 6.9993e-05
threshold=8.8430989333000021 9.4426310644000022 22.724946859200003 22.674946976100003 327.98456567570003 203.55281641305004 61.944763783650011 152.88762959770003 13.075178189100003 62.106071271500007 41.792045663550006 0.11467000000000002 0.10500500000000003 -0.24103499999999997 0.093480000000000021 -0.15818499999999999 6.6448144527000013 13.361597395450001 13.705320222600003 28.566186095050004 15.185354803400001 23.195026784100005 26.744537432900007 117.49368567500001 1.0085888034000001 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
left_child=2 -2 3 4 6 -6 7 -1 23 10 -10 12 13 14 -11 -15 -17 -18 -19 22 24 -22 -20 -8 -21 -23
right_child=1 -3 -4 -5 5 -7 8 -9 9 11 -12 -13 -14 15 -16 16 17 18 19 20 21 25 -24 -25 -26 -27
leaf_value=-0.014650828319171683 -0.034500882886143329 0.010901464656090673 0.024126150791713 -0.020357833546599934 -0.037742918374016693 0.0023332600807420552 0.00042155061258190548 0.036421420288498561 0.0077991560796822181 -0.043369557717541467 -0.055672645445425523 0.024891718956667804 -0.033058424453345947 0.029480142425318101 0.0055244853996065379 -0.025665041166552761 0.032169412541878738 -0.028842818286643493 0.0077119740907575663 -0.005481138811276552 -0.0075266048885577336 0.013364089383148807 0.049009257647426162 0.037303000121426809 -0.042131664263126041 0.049980532520772988
leaf_weight=0.0010181799650982011 0.0010980397234028145 0.0010976479126047628 0.0010363464817828563 0.001430759691533722 0.0010131769383269137 0.001002012967591919 0.001028270338132852 0.0018150156486901273 0.0018005575142008281 0.0010039820537143087 0.0013311037343510801 0.001484417964561959 0.0010297937221900094 0.0013063869140289295 0.0010192256877144118 0.0017202406193711434 0.0011202651730721535 0.001156743300751579 0.0015990989728145166 0.0010690461295439491 0.0011985325649668255 0.0010836908801401535 0.0010499240431158796 0.001266113326339597 0.0011582917302179752 0.001007254925923462
leaf_count=140 82 76 45 71 165 121 89 162 70 184 95 112 97 144 80 412 151 121 81 40 48 35 47 55 133 44
internal_value=-5.79902e-06 -0.0118038 0.000836671 2.43428e-05 0.00105548 -0.0178158 0.00250333 0.0180673 0.000621538 -0.0015658 -0.0191794 0.00149745 -0.000604346 0.00155287 -0.0187383 0.00460074 0.00192855 0.00647402 0.00338628 0.00795174 0.000207448 0.0169646 0.0240799 0.0207739 -0.0245407 0.031003
internal_weight=0.0329441 0.00219569 0.0307484 0.0297121 0.0282813 0.00201519 0.0262661 0.0028332 0.0234329 0.0211386 0.00313166 0.0180069 0.0165225 0.0154927 0.00202321 0.0134695 0.0121631 0.0104428 0.00932258 0.00816584 0.00551682 0.00328948 0.00264902 0.00229438 0.00222734 0.00209095
internal_count=2900 158 2742 2697 2626 286 2340 302 2038 1894 165 1729 1617 1520 264 1256 1112 700 549 428 300 127 128 144 173 79
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=25
num_cat=0
split_feature=10 13 18 18 7 10 10 10 14 20 8 15 20 15 10 2 5 5 23 23 9 23 23 17
split_gain=3.43325e-05 0.000182857 0.000100374 6.40134e-05 6.62359e-05 8.68006e-05 0.000105444 9.18453e-05 6.64787e-05 8.66253e-05 0.00015775 0.000110201 9.07755e-05 0.000172539 0.0001264 0.000117713 0.000128101 0.0002468 0.000141591 0.000182241 0.000179398 0.000143858 0.000194671 0.000138482
threshold=84.906884675850009 95.870416931800023 17.108018746400003 16.255760498500003 25.803900354250004 75.645146416450004 74.986474174450009 71.343613407700005 384.93581166080008 47.833738492450003 4.9461400813500012 28.566186095050004 37.858673296900008 33.551906023850009 66.697957758300021 74.86597289860002 20.717225865800003 21.197160116700001 0.10236000000000002 0.093295000000000031 197.19111486365003 0.088565000000000019 0.082775000000000029 189.37128582595003
decision_type=2 2 2 2 2 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 9 10 -3 -12 13 -13 15 -14 -17 -18 19 21 -21 22 -19 -20
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11 11 12 14 -15 -16 16 17 18 23 20 -22 -23 -24 -25
leaf_value=-0.040919328317777559 0.013543298655418071 -0.037876805185510731 0.028063290672810787 -0.022220486884204721 0.024757059460394609 -0.026713565867700836 0.028723877517194098 -0.025276969331270546 -0.020685138613614346 0.025566287352501656 0.029078944435110127 -0.011349685530779863 -0.026606325010218784 0.039022762515697619 -0.030029511925087456 0.035277981212782882 -0.041597835644666958 -0.014964107472329747 0.0080652106887759128 0.0087174134967485575 0.068478794791459449 -0.029998436578050409 0.033061084724652447 -0.040941362888680444
leaf_weight=0.0010948409466395017 0.0017687311801084576 0.0010178657355769732 0.001282146956159024 0.001299596303821037 0.0010807178431679878 0.0012055028627208355 0.0012793237260093617 0.0014343378073519144 0.0013487964020503221 0.0014770683643934293 0.0014445327540144595 0.001212704666386343 0.0014346649219696425 0.0015479552272665842 0.0015343559528830939 0.0011601762855271156 0.001239414184567523 0.0014864330694206469 0.0012151652696510747 0.0010027243739436642 0.001006539312194743 0.0010489866051548447 0.0019530216703320669 0.0010972997183935629
leaf_count=232 541 319 73 116 118 194 57 156 133 57 71 48 56 63 115 61 51 88 59 37 38 62 92 63
internal_value=-6.60755e-06 -0.000782106 0.000692059 -0.000538134 0.000496783 -0.000505957 0.000760748 -0.00075112 0.000831515 0.00222151 0.000444265 0.00256599 0.000305062 0.0168951 -0.00292508 0.000363944 0.00381569 0.000183525 0.00606132 0.0136241 0.0386548 0.00241908 0.012306 -0.0151892
internal_weight=0.0326729 0.0309042 0.0298093 0.0285272 0.0272276 0.0261469 0.0249414 0.023662 0.0222277 0.0208789 0.0194018 0.018384 0.0169394 0.00276066 0.0141788 0.0126444 0.0112098 0.0100496 0.00881017 0.00649771 0.00200926 0.00448844 0.00343945 0.00231246
internal_count=2900 2359 2127 2054 1938 1820 1626 1569 1413 1280 1223 904 833 111 722 607 551 490 439 317 75 242 180 122
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=24
num_cat=0
split_feature=5 5 5 3 10 13 5 6 22 17 16 18 5 10 10 12 5 14 18 15 16 7 13
split_gain=3.50875e-05 0.000131979 9.83181e-05 7.54612e-05 5.66104e-05 6.07154e-05 0.000249435 0.000140029 0.000158048 0.000142132 0.000161466 0.00030864 0.000139924 0.000205454 0.000157672 0.000125547 0.0001841 0.000121867 0.000100759 8.26968e-05 0.00013115 0.000216955 4.97748e-05
threshold=23.606333875400001 23.151456684850004 25.763052016400003 103.44111502715002 61.928633034850002 113.96105169155001 20.950952025950006 16.135377000500004 -0.054494999999999995 196.15688609640003 22.584947186600004 13.075178189100003 19.915533535850003 68.214248143850014 70.026268923800004 129.90914191640005 16.579584939650001 218.84817334580003 15.502113896900001 23.900317844600004 9.6249774926000011 25.823591744850003 117.62273166525001
decision_type=2 2 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 22 -4 -1 6 12 -7 9 10 -9 -12 13 -6 -15 16 -16 -17 -19 20 -20 -22 -2
right_child=2 -3 3 -5 5 7 -8 8 -10 -11 11 -13 -14 14 15 17 -18 18 19 -21 21 -23 -24
leaf_value=-0.019494871670428248 -0.037836353298475046 0.031353203153387563 0.02140274673789061 -0.012750443485114499 -0.039627953171934072 0.032168017456738425 -0.047574077346539352 0.043695705942746875 -0.025124990506364804 -0.020168788354326422 0.037694146595075438 -0.03742258454218244 0.036119569850962555 0.03405452186973789 0.0035989777021284107 0.037002423462375492 -0.044823352112748314 -0.020892090658500451 0.029428514412937895 0.029388616234106293 0.023682166247011693 -0.031784669289822695 -0.0083010713897833186
leaf_weight=0.0014393415722577926 0.001132862556909228 0.0013949067967828901 0.0013877868461104059 0.0012118601441970522 0.0013076983475162072 0.0018392468381165372 0.0011503979642302617 0.0015964053733341643 0.0017190468889278776 0.0011857090049725016 0.0011475441765469441 0.001045192188485089 0.0010405107239649146 0.0013691053649114169 0.0016975376471513584 0.001021076759609719 0.0014608665261874876 0.0017350249858782557 0.0011058145270218941 0.0012472928871021267 0.0011324491797043829 0.001869058005487417 0.0011496351345530176
leaf_count=68 167 66 127 225 92 81 128 47 77 53 37 42 88 51 199 71 105 257 288 118 119 319 75
internal_value=-2.90897e-06 0.00138385 -0.0078154 0.00548178 -0.000217283 0.000907446 -0.00270009 0.00772957 0.00101475 0.0100473 0.0195026 0.00188892 0.000744557 -0.00189479 0.00200953 -0.00188368 -0.018798 0.00470293 5.10393e-05 0.00683712 -1.12146e-05 -0.0108574 -0.0229602
internal_weight=0.0323864 0.0275042 0.00488214 0.00259965 0.0261093 0.02467 0.0161368 0.00853314 0.0066939 0.00497485 0.00378914 0.00219274 0.0149864 0.0139459 0.0126382 0.0112691 0.0031584 0.00811072 0.00708964 0.00535461 0.00410732 0.00300151 0.0022825
internal_count=2900 2306 594 352 2240 2172 1835 337 256 179 126 79 1707 1619 1527 1476 304 1172 1101 844 726 438 242
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=24
num_cat=0
split_feature=8 22 2 22 2 13 9 20 22 22 20 15 23 21 9 21 12 10 13 22 22 22 21
split_gain=3.28327e-05 9.79136e-05 5.80497e-05 6.46814e-05 0.000210167 0.000103393 0.000152278 0.000249347 9.37969e-05 0.000127796 0.000103217 0.00016831 0.000157181 0.000168585 0.000166267 0.000151427 0.000181718 0.000144141 0.000281295 0.000156437 0.000133382 0.000127705 0.000104121
threshold=8.8430989333000021 -0.091779999999999987 59.615984903700003 -0.033594999999999993 220.59538940565002 116.20860268865 206.36238950785003 38.318569170500005 -0.048664999999999993 -0.063985 41.134354310300004 38.469938489650012 0.10236000000000002 2.9845679401500003 190.58777288605003 6.338788634150001 153.81200556610003 61.885617704800005 117.49368567500001 -0.156745 -0.091399999999999995 -0.13820499999999999 3.1483639785000004
decision_type=2 2 2 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 8 5 6 7 -5 9 10 11 20 13 14 -12 16 -15 -17 19 -19 21 22 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 12 -13 -14 15 -16 17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.021337099933515583 0.0083647167285287437 -0.034479220655140135 -0.031528844337675714 0.02577115371555895 -0.020875668224487332 0.03747710556012112 0.038534733522836109 -0.035274297557821001 -0.0289750032129482 0.028824072786024165 0.052021680323206358 -0.041645204047356908 0.040802398166239255 -0.00052175239043676885 4.0635052574896293e-05 -0.032493812048965599 -0.058495620476844881 0.014571572424678434 0.039747365575763034 -0.027538977075479806 -0.030212398230114852 0.029150225313629308 0.012531525882698553
leaf_weight=0.0011343939322199228 0.0011237547981856298 0.0010153891185739885 0.0010447672556046011 0.0013696665333799559 0.0017396293218602567 0.0019553481923748617 0.0012232476482644458 0.001308185779324237 0.0011429044991091144 0.0014736269997286172 0.0011049622944940629 0.0014759424499031226 0.0010417321523069909 0.0010872708918392426 0.0013886761371439873 0.0010594037649679089 0.0010754768015143763 0.0016094369244893099 0.0018277146523340004 0.001952295807106486 0.0013368217703270489 0.0014958293338834475 0.0011021389999200104
leaf_count=65 70 88 248 109 214 103 90 279 63 75 61 88 70 64 91 94 158 189 73 226 136 122 124
internal_value=-3.20292e-06 -0.011972 0.000851673 0.0017252 0.00964379 0.0187094 0.00930252 -0.0040508 -0.00110953 0.000476814 -0.00176876 -0.0119866 0.00366151 0.000177486 0.0230741 -0.00645262 -0.0293506 0.00122666 0.0078551 -0.00851052 -0.0031958 0.00671884 -0.00890995
internal_weight=0.0320886 0.00213914 0.0299495 0.0288151 0.00759608 0.00585645 0.0039011 0.00267785 0.021219 0.0200761 0.0186025 0.0064555 0.012147 0.0111052 0.00249364 0.0086116 0.00216275 0.00644885 0.00538945 0.00356173 0.00497956 0.00364274 0.00214691
internal_count=2900 158 2742 2677 795 581 478 388 1882 1819 1744 718 1026 956 152 804 222 582 488 415 630 494 372
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=24
num_cat=0
split_feature=23 2 23 23 20 16 17 7 7 12 17 14 14 3 10 17 22 9 18 5 15 0 7
split_gain=3.67102e-05 0.000177417 0.000141488 0.00012335 0.000142659 9.49831e-05 0.000109338 0.000104841 0.000128535 0.00011779 0.000133532 0.000108792 0.000192536 0.000108512 0.000211934 0.000141798 0.000128407 0.000235463 0.000200181 0.000182486 0.000139923 9.74566e-05 7.37841e-05
threshold=-0.21013499999999999 185.83358638795002 -0.25095999999999996 1.0000000180025095e-35 39.039757512550004 12.644970430600003 182.28951942140003 22.398098708400003 22.597569836950004 114.86856072930001 196.58200213860002 202.65261526855002 216.12004062900004 93.308316333450009 61.944763783650011 192.2469332606 -0.08725999999999999 201.44620319810005 13.809421053700001 19.998562110200005 26.285853065250006 92.851278451300018 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
left_child=1 -1 -3 4 -2 -5 22 -8 -9 10 -10 -11 -13 15 -15 -14 17 -17 -18 20 -20 -19 -7
right_child=3 2 -4 5 -6 6 7 8 9 11 -12 12 13 14 -16 16 18 21 19 -21 -22 -23 -24
leaf_value=-0.021839706173755913 0.0050309924366447531 -0.00088508016907567827 0.045863595579311488 -0.026636626049081021 -0.03900923287550933 0.0048651173091125875 -0.023739926738489327 0.030849430826351238 -0.046639215806929674 0.025149570070689777 0.0031566357377812841 -0.04014235043849404 0.033419154931707579 0.015924158319441335 -0.044706983981539605 -0.050705771332036714 0.0508856476811754 0.028652287517652017 -0.0049622374147518869 -0.020195127632531978 0.043350924338245528 -0.01534942108544117 0.037570786018052395
leaf_weight=0.0012481263465654374 0.0012750325766835062 0.0012149738114975439 0.0013859033175598889 0.0011807069007722442 0.0017382994714750157 0.0013864515269227376 0.0017137822204721367 0.0014362191296017962 0.0010959231447410086 0.0019071298811845763 0.0010587814786018335 0.0011164985259879421 0.0017597704671408485 0.0010818569404980058 0.0012342168392975306 0.0011169171166279862 0.0010447079985169737 0.0010018368068358541 0.0011277505532393262 0.0019923832404298292 0.0012796630675939724 0.0010116205037952741 0.0013727745638334454
leaf_count=218 116 117 97 472 259 132 115 68 78 96 68 82 111 62 120 119 43 48 104 118 77 109 71
internal_value=-2.97963e-06 0.00915262 0.0240254 -0.0012646 -0.0203745 0.00104627 0.00242317 -3.81101e-05 0.00207033 -0.000247966 -0.0221705 0.00276565 -0.000335121 0.00317809 -0.0163857 0.00756249 0.00225608 -0.0138824 0.011535 0.00219146 0.0207187 0.00654453 0.0211369
internal_weight=0.0317813 0.003849 0.00260088 0.0279323 0.00301333 0.024919 0.0237383 0.0209791 0.0192653 0.0178291 0.0021547 0.0156744 0.0137672 0.0126507 0.00231607 0.0103346 0.00857488 0.00313037 0.0054445 0.0043998 0.00240741 0.00201346 0.00275923
internal_count=2900 432 214 2468 375 2093 1621 1418 1303 1235 146 1089 993 911 182 729 618 276 342 299 181 157 203
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=24
num_cat=0
split_feature=20 20 17 0 21 10 9 19 22 10 20 16 15 3 9 18 8 18 20 15 22 17 0
split_gain=3.55896e-05 0.000144534 0.000100746 9.1009e-05 8.83377e-05 0.000155015 7.01665e-05 0.000185535 0.000212043 0.000110106 0.00014776 0.000120842 0.000131892 0.00012215 0.000115292 0.000172298 9.47212e-05 0.000119832 0.00011772 6.95045e-05 5.2577e-05 5.21607e-05 8.51609e-05
threshold=43.19689381845 42.718072821900002 189.46592532740002 95.897301513100004 6.655069997600001 78.349735295650007 187.70546222865002 14.351157895250003 -0.085734999999999992 61.987779113750001 40.621691032550004 22.574947209950004 38.469938489650012 92.359290613450014 196.26893085885004 13.849588037450003 8.1436447804000007 14.424014050250003 39.344049039350004 27.288673764350005 -0.060760000000000002 206.02826764000002 97.900202820250016
decision_type=2 2 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 19 -4 -6 7 8 -1 10 -8 12 14 -13 15 -11 21 18 -18 -2 -19 22 -16
right_child=2 -3 4 -5 5 -7 9 -9 -10 11 -12 13 -14 -15 16 -17 17 20 -20 -21 -22 -23 -24
leaf_value=0.022729037824988706 0.016325887109518156 -0.027820087688249652 0.038157623126637528 -0.030627499879186032 -0.021204462546148127 0.033437418056764354 0.001698086557633499 0.042036350215719449 -0.038266838875144704 0.011461654693643148 -0.042135969666472262 0.047789425550341741 -0.031878491632732174 0.0049200348596551676 0.049796126096950402 -0.041332150695032696 0.036486050175007181 -0.027672142405381739 -0.0065908217889438419 -0.016150209487814305 3.0970270633320092e-05 0.0026099697097280612 0.0093597296256030197
leaf_weight=0.0012863809713858964 0.0017695841347695361 0.0019684654338549675 0.0013765476491592807 0.0010198334713022936 0.0010625586405432763 0.0010152538089869823 0.0016040742121177223 0.0013811608000198206 0.0010233087996373413 0.0011030219206986666 0.0014772077011895313 0.0010098992016516215 0.0013964327669604435 0.0019442461478894058 0.0010220981530935092 0.0014063606807294959 0.0012058398416229243 0.00164205953447039 0.0013386875816030347 0.0010500381137897863 0.0011755014220321506 0.0011431974105699516 0.0010619823345550047
leaf_count=317 244 187 99 164 105 123 72 56 239 34 89 49 97 110 55 117 49 170 78 79 78 153 136
internal_value=-2.79818e-06 -0.001849 0.00612012 -0.0050276 0.0185106 0.00549447 0.000451625 0.0130426 -0.00429521 -0.0020562 -0.0193165 0.00138628 -0.00291401 0.0195753 0.000730266 -0.0181262 0.00623917 -0.00190777 0.0138231 0.00423166 -0.0161143 0.0197752 0.029191
internal_weight=0.0314837 0.0241899 0.00729382 0.00383946 0.00345436 0.00207781 0.0222215 0.00369085 0.00230969 0.0185306 0.00308128 0.0154493 0.0124952 0.00295415 0.0110987 0.00250938 0.00858937 0.00536209 0.00254453 0.00281962 0.00281756 0.00322728 0.00208408
internal_count=2900 2086 814 487 327 228 1899 612 556 1287 161 1126 967 159 870 151 719 375 127 323 248 344 191
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=22
num_cat=0
split_feature=5 10 19 21 5 5 6 8 16 15 15 10 22 16 16 2 20 22 14 22 21
split_gain=2.99268e-05 0.000142177 7.14359e-05 6.35034e-05 8.71218e-05 0.000130393 6.23989e-05 0.000113688 9.56773e-05 0.000126648 0.000131075 0.000113849 9.46428e-05 7.63112e-05 0.00019391 0.000109832 9.61412e-05 0.000155518 0.000223258 0.000152796 0.00012707
threshold=29.040033326300005 61.614083433650009 14.651182102100002 18.904039828500004 23.721757872050002 22.963361893800002 5.0951190466500007 2.5480115570500002 13.534968349350001 20.609775022200004 23.900317844600004 75.465019721650009 0.072320000000000023 18.594956516900002 18.984955604900005 70.507592614000018 42.027086531450003 -0.040019999999999993 203.18538194120003 -0.083794999999999994 5.1659621353500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -9 -10 -11 12 13 -12 -15 -16 17 18 -17 -18 -20
right_child=-2 2 -4 -5 -6 -7 7 8 9 10 11 -13 -14 14 15 16 19 -19 20 -21 -22
leaf_value=-0.037205948503183053 0.013720381591244439 -0.025994485438202077 0.026776206153132722 0.022579455278040662 -0.021983350437851927 0.029233544728239254 0.029840622585927901 -0.028321006184976349 0.027447284248689335 -0.027629227211880821 -0.021567038195493535 0.030488600170885408 -0.023589927730062858 0.039177319754206109 -0.030923763560281776 0.027801102326620045 0.0085247588646686114 0.041031270228017426 0.0042988854056637445 -0.034217820039378899 -0.037432781345313054
leaf_weight=0.0010298381469575789 0.0015125610489434829 0.0010013305461756749 0.0010068342411528866 0.0011582817136339676 0.0018983150393103677 0.0014601730920803515 0.0011717484274350589 0.0013112242788292363 0.0015057398496391974 0.0018941867058753772 0.0013715326370991052 0.0011505942715928077 0.0018110678577814019 0.0013403453856852829 0.0011120462109204263 0.0019547172039722175 0.0018033385343994013 0.0012616290444391661 0.0015105223213787156 0.0015597289974325079 0.0014114197230705727
leaf_count=188 165 505 43 73 240 86 113 326 106 162 166 94 100 78 42 75 80 58 64 79 57
internal_value=-9.29811e-07 -0.00069915 0.000611057 -0.000340403 -0.00134108 0.0002498 -0.00157666 -0.0004738 -0.00216542 -0.000423357 -0.00273157 0.00016405 -0.00214108 0.000774079 0.00333742 -0.00118873 0.00229149 0.0097372 0.00164118 -0.0112985 -0.0158592
internal_weight=0.0312372 0.0297246 0.0286948 0.0276879 0.0265297 0.0246313 0.0231712 0.0221698 0.0209981 0.0196869 0.0181811 0.0162869 0.0151363 0.0133253 0.0119537 0.0106134 0.00950136 0.00613829 0.00487666 0.00336307 0.00292194
internal_count=2900 2735 2547 2504 2431 2191 2105 1600 1487 1161 1055 893 799 699 533 455 413 254 196 159 121
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=25
num_cat=0
split_feature=23 21 10 23 20 20 15 10 13 13 16 16 9 23 18 6 22 20 7 22 22 9 13 18
split_gain=3.20917e-05 0.000114767 0.000113954 0.000109206 0.000144852 7.50547e-05 0.000102843 0.000104131 8.84316e-05 8.6102e-05 0.00013379 0.000168996 0.000153407 0.000121151 0.000112658 0.000126112 9.2312e-05 0.000107934 0.000141232 0.00013343 0.000115165 0.000159276 0.000304715 2.67034e-05
threshold=-0.17732499999999998 11.702496363450001 68.214248143850014 1.0000000180025095e-35 41.43512228960001 43.19689381845 27.008040895250005 80.468240302450013 117.38883580790001 98.238948544700023 15.549963637400003 17.844958270700005 214.22994816675003 0.093480000000000021 12.903279561150002 14.835346625500001 -0.11808 39.420767558750008 23.195026784100005 -0.089514999999999997 -0.082885 201.63419974125003 117.57433941890001 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
left_child=1 2 -1 4 -2 9 7 -7 -8 -5 13 -12 14 -11 -13 -16 23 18 -18 -19 -21 22 -22 -17
right_child=3 -3 -4 5 -6 6 8 -9 -10 10 11 12 -14 -15 15 16 17 19 -20 20 21 -23 -24 -25
leaf_value=-0.029913938261511626 -0.0023299371752014942 0.0268571208563156 0.016727215482966455 -0.03029348397652179 -0.049311781594099519 -0.022582485409028491 0.047461642339697817 0.020134585721499974 0.008800191559450804 0.043679942928797649 -0.041583787796803558 -0.03127120580704789 0.027154701271813478 -0.0031083599795340769 -0.02899435601107821 0.03328090853633453 -0.0061834420556312331 -0.040038904837467283 0.044936576105114222 0.025117135375499939 0.02900573787689549 -0.039628471055555836 -0.03684336257936105 0.010305598566603565
leaf_weight=0.0010886476574015072 0.0017530660781678352 0.0018173823949969026 0.0010096422537443101 0.0010047701248988182 0.0010488761752359462 0.0012306306490302349 0.001112845973536003 0.0010640986351761229 0.0012631930163444771 0.0012339844259096682 0.0010811002515396231 0.0013876440581498404 0.0017538570951454177 0.0010034456872696357 0.0014387911999544931 0.0010100047421577286 0.0011741858945342239 0.0011053754679369717 0.0010013302799904977 0.0012207806220233507 0.0017757472519642848 0.0012535156034265693 0.001162982002085311 0.0010135059785199019
leaf_count=159 163 130 155 386 200 188 79 185 65 77 156 71 122 83 160 39 49 62 44 50 91 77 62 47
internal_value=-6.62821e-07 0.00846149 -0.00747143 -0.00122364 -0.0199171 0.000932558 0.0123252 -0.00277397 0.0269077 -0.00177946 -0.00024048 -0.00337375 -0.000673426 0.0226963 -0.00427702 -0.00119561 0.00253632 -0.00194111 0.0173457 -0.00837809 -0.00191274 -0.00978383 0.00294641 0.0217734
internal_weight=0.0310094 0.00391567 0.00209829 0.0270937 0.00280194 0.0242918 0.00467077 0.00229473 0.00237604 0.019621 0.0186163 0.0163788 0.0152977 0.00223743 0.0135439 0.0121562 0.0107174 0.00869392 0.00217552 0.0065184 0.00541303 0.00419224 0.00293873 0.00202351
internal_count=2900 444 314 2456 363 2093 517 373 144 1576 1190 1030 874 160 752 681 521 435 93 342 280 230 153 86
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=22
num_cat=0
split_feature=8 8 22 23 16 20 21 6 20 6 7 20 23 21 13 9 6 22 22 9 19
split_gain=3.21386e-05 8.7041e-05 5.06168e-05 0.000131254 0.000237142 0.000147858 0.000170488 0.000162608 0.000112485 0.00017221 0.00019475 0.000163436 0.000147755 0.000155047 0.000153284 0.000135226 9.18327e-05 9.25459e-05 0.000209927 8.34036e-05 6.28896e-05
threshold=8.8430989333000021 9.4426310644000022 -0.062629999999999991 0.083795000000000022 19.774953757550005 41.028010303750008 0.8423297431500002 16.415383542800004 41.134354310300004 13.775321858200002 24.142338514450003 38.386256906100009 0.10236000000000002 2.9845679401500003 101.13441795120001 190.58777288605003 16.505385645700006 -0.086894999999999986 -0.117115 199.02473417820002 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
left_child=2 -2 8 4 20 6 -5 -7 9 -1 11 -11 13 15 -15 -10 17 18 -16 -8 -4
right_child=1 -3 3 5 -6 7 19 -9 12 10 -12 -13 -14 14 16 -17 -18 -19 -20 -21 -22
leaf_value=0.016650701008173067 -0.032405350690704007 0.0085383179867207278 0.019071460637412743 -0.021993359528544986 0.057195148302927379 -0.00056724033135397344 0.0069049282519567882 -0.049497976871802817 0.049582554088202835 0.015225238094032149 -0.051745201317195136 -0.028043365633073344 0.039687156486321269 -0.030536518985905238 0.019023090230026296 0.0019161731856707717 -0.022754956408872644 0.025630244570130085 -0.03197793782549381 0.044056890071539116 -0.011632969668845411
leaf_weight=0.0015282769971530835 0.0010425106857389196 0.0010343965843928743 0.0013754106664238741 0.001056219320497047 0.0012333775390449553 0.001794211582712462 0.0011660118429144758 0.0010928547217565754 0.0010409545524987327 0.0015700743447431744 0.0015087775678552795 0.0019661878483883122 0.0010331726037848049 0.001996773085554935 0.0018983904852289961 0.0013897587710696288 0.0012764771404739639 0.0017795709181775972 0.0014039270660941572 0.0012542296135620856 0.0012953063577061177
leaf_count=350 82 76 210 99 63 185 83 82 62 149 140 101 72 366 132 93 110 81 127 90 147
internal_value=-1.56584e-06 -0.0120135 0.000868905 0.00649353 0.0209283 -0.00236237 0.0115286 -0.0190892 -0.00227107 -0.0127575 -0.021666 -0.00883242 0.00356109 0.000100588 -0.0063663 0.0223293 0.00122409 0.00724719 -0.00265917 0.026158 0.00417971
internal_weight=0.0307369 0.00207691 0.02866 0.0102676 0.00390409 0.00636353 0.00347646 0.00288707 0.0183923 0.00657332 0.00504504 0.00353626 0.011819 0.0107859 0.00835514 0.00243071 0.00635837 0.00508189 0.00330232 0.00242024 0.00267072
internal_count=2900 158 2742 959 420 539 272 267 1783 740 390 250 1043 971 816 155 450 340 259 173 357
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=23
num_cat=0
split_feature=17 17 17 16 16 22 7 18 17 0 6 22 21 21 9 21 17 9 21 9 17 18
split_gain=2.70784e-05 4.93289e-05 0.000121549 8.26851e-05 0.000156068 7.71857e-05 8.7464e-05 0.000113551 6.9667e-05 7.45955e-05 0.000187226 0.000385631 0.000115741 0.000179769 0.00016722 0.000156173 0.000134652 0.000127981 9.05802e-05 7.61279e-05 5.74926e-05 5.33029e-05
threshold=168.45154159730004 182.28951942140003 184.18061320350003 15.444963882950001 19.274954926800003 0.20327000000000003 22.398098708400003 13.057710350500001 220.68978861510001 86.530713386650021 16.445384243750002 -0.058529999999999992 1.9231529451500002 2.6720444286000005 203.09362050815002 7.5091558130000005 194.18443652075004 207.37918994975004 0.89219292875000011 212.62588569420004 199.41622983390002 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
left_child=-1 3 -3 -2 -5 6 -4 -8 9 10 -9 21 18 -14 15 -15 -17 -16 20 -19 -11 -12
right_child=1 2 5 4 -6 -7 7 8 -10 12 11 -13 13 14 17 16 -18 19 -20 -21 -22 -23
leaf_value=-0.013112681332301375 -0.010157100847694722 -0.031802280366703656 -0.023662672200004148 0.044625682682155172 -0.0023952979554921362 0.020269360045130431 0.030425731260459932 -0.038936250834968211 -0.026047309159014327 -0.017498374758005756 0.045910515997237077 -0.043690449438066735 0.047267864340708628 -0.029430734349774113 0.043983320353172019 0.035302172774790155 -0.0091689410281455049 -0.014078061655833547 -0.036130598075235588 0.021208919505318016 0.014663896462026524 0.013350004579573603
leaf_weight=0.0014976165453985451 0.0012904759154873128 0.0012184805475032407 0.0015891119783503832 0.0013696750552767423 0.0014565014744770677 0.0018372838025987942 0.0012084530013492514 0.0015539083943886369 0.00106415171987674 0.0010623904819450454 0.0010083544292528186 0.001112908295281545 0.001118107786963086 0.0019653784777914334 0.001426345826233133 0.0010686572986114053 0.001876234667706797 0.0010492678130029631 0.0010647380142447885 0.001465017358943832 0.0011655876063799159 0.001002738062750419
leaf_count=384 223 108 126 103 94 156 63 90 176 122 59 83 57 188 86 111 191 100 81 125 116 58
internal_value=-7.18014e-07 0.000677022 -0.00100215 0.0108162 0.0203929 0.000585479 -0.00107336 0.000702643 -0.00118745 0.000287197 -0.0105701 0.00353942 0.00411699 0.00948601 0.00471314 -0.00760033 0.00696896 0.0200565 -0.0121382 0.00648287 -0.000672381 0.0296757
internal_weight=0.0304714 0.0289738 0.0248571 0.00411665 0.00282618 0.0236386 0.0218014 0.0202122 0.0190038 0.0179396 0.00467791 0.003124 0.0132617 0.00996901 0.0088509 0.00491027 0.00294489 0.00394063 0.00329272 0.00251429 0.00222798 0.00201109
internal_count=2900 2516 2096 420 197 1988 1832 1706 1643 1467 290 200 1177 858 801 490 302 311 319 225 238 117
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=22
num_cat=0
split_feature=13 3 16 16 19 9 15 16 20 5 18 0 22 2 0 21 12 6 7 16 20
split_gain=3.09079e-05 0.000225758 0.000181616 0.000141504 0.000129003 0.000141565 0.00013875 0.000105929 0.000184858 9.75138e-05 0.000129592 9.68199e-05 0.000144326 0.000203326 0.000108699 9.80648e-05 9.04403e-05 0.000130502 0.000160906 0.000114212 4.19992e-05
threshold=112.82921081865001 89.227236891450005 19.214955067100004 18.684956306450005 12.851036860900001 190.24759545780003 27.288673764350005 20.784951395750003 37.858673296900008 21.197160116700001 13.24392582145 86.530713386650021 -0.01762 154.60082690140004 85.716110573100011 5.7587983756000005 207.71672397260002 14.185331438000002 25.967949918250003 11.934972090850001 43.32600771660001
decision_type=2 2 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 16 -6 -7 -3 -9 10 -10 12 13 14 -11 -13 17 18 -1 -18 -21
right_child=1 7 -4 -5 5 6 -8 8 9 11 -12 15 -14 -15 -16 -17 19 -19 -20 20 -22
leaf_value=-0.035777328186019891 0.048587115727652501 -0.027367311706892813 -0.03251519705435104 0.029614979002180582 0.0098087888308289115 -0.061432376148119874 -0.0094335389584299933 0.036528694090565285 0.0047991252457883294 -0.017668168544123626 -0.038479316188578472 0.0023802463956331507 0.026557177139371047 -0.035635043432716167 0.019675070261443578 0.042104345360868503 -0.0086112041355216728 0.021795392327030424 0.010473934435150776 0.015508170053515553 0.041568869574253396
leaf_weight=0.0018549310458524045 0.0010196923135836764 0.0012964538114404464 0.0018576533425762607 0.0015174487749689556 0.0010362514836391801 0.0010302367507904892 0.0010224029232477339 0.001431151130134368 0.0013176272168493606 0.0012851336516943625 0.0014569134033397546 0.001386175351697716 0.0013281950016952298 0.0019794210363816445 0.0019810388294025927 0.0011264618733548559 0.0013459681584389073 0.0011988611463633007 0.0012652587187953926 0.0013383543143540774 0.0011495671390489015
leaf_count=297 54 217 116 103 137 146 124 56 50 69 77 74 85 194 63 31 326 136 277 145 123
internal_value=2.49138e-06 0.00309707 -0.00330196 0.000951265 -0.00291783 -0.0203213 -0.0355322 -8.25367e-05 0.0025787 -0.00151773 -0.0179264 0.00349267 -0.00288913 -0.010345 0.00498171 0.0201893 0.00367581 -0.00624734 -0.0170221 0.0148547 0.0275498
internal_weight=0.0302252 0.0156083 0.0146169 0.0127593 0.0112418 0.00308889 0.00205264 0.0145886 0.0132921 0.011861 0.00277454 0.00908643 0.00657379 0.00524559 0.00326617 0.00251264 0.00815294 0.00431905 0.00312019 0.00383389 0.00248792
internal_count=2900 970 1930 1814 1711 407 270 916 699 643 127 516 411 326 132 105 1304 710 574 594 268
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=24
num_cat=0
split_feature=8 8 2 4 13 18 17 22 6 22 23 13 0 18 17 17 17 17 5 22 0 18 0
split_gain=3.10398e-05 7.16863e-05 4.54342e-05 6.18182e-05 7.38601e-05 0.00021391 0.000112926 8.30104e-05 9.03816e-05 0.000101142 0.000122056 7.93258e-05 0.000110127 0.000112028 0.00011474 9.6677e-05 0.000192699 0.0001563 0.000116073 0.000115062 0.000147575 0.000206946 0.000138997
threshold=8.8430989333000021 9.4426310644000022 325.75432260090003 398.10712430820007 95.870416931800023 17.108018746400003 206.58076374065004 -0.59087999999999996 14.185331438000002 0.049235000000000008 0.089785000000000018 107.97116697695002 94.047642319350018 14.322090334300002 201.37020668845003 188.07781354100004 186.52991945525002 189.46592532740002 22.000536998450006 -0.081474999999999992 86.345209775600011 13.713893333650001 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
left_child=2 -2 3 4 -1 6 7 -6 9 10 -9 -10 13 14 15 16 18 -17 -13 22 -21 -22 -19
right_child=1 -3 -4 -5 5 -7 -8 8 11 -11 -12 12 -14 -15 -16 17 -18 19 -20 20 21 -23 -24
leaf_value=-0.020145946073761904 -0.030725281487252537 0.0068019296154701635 -0.016833939388692157 0.025488474963367359 0.029521879814624626 0.04602064106753314 -0.028569929331897195 -0.0071639732241334554 0.027578046938650548 0.011576313401984582 -0.051255838439166548 0.024952844496153939 -0.028736539799934138 0.035072754972585649 -0.028876435700363925 0.044439886826920683 -0.045620123450354023 0.016542063850278101 -0.01325409678177249 -0.012169877986297853 0.058543674362319033 -0.0017634347424685403 -0.025109196900100147
leaf_weight=0.0015784520340919308 0.0010158096656418735 0.0010203210852325062 0.0013782367556528395 0.001056707311955756 0.0010334732341732321 0.0010638459723848461 0.0012918949294458129 0.0016274857255004866 0.0012773932064060077 0.0011284494770529285 0.001022131820888339 0.0014632015941060681 0.0011073467449345129 0.0010730826668323709 0.0011382644654247551 0.0011786551892232211 0.0010251199129455713 0.0013449761182763309 0.0017415624058116051 0.0011074452270851687 0.0013036087755153858 0.0010097544557936544 0.0019817726483779552
leaf_count=563 82 76 229 152 48 58 153 197 91 136 105 53 133 59 47 53 53 81 286 76 51 50 68
internal_value=-4.14819e-08 -0.0119201 0.000868856 0.00178767 0.000805436 0.00218802 0.000147774 0.00186827 0.000476212 -0.0134953 -0.0241731 0.00362717 0.0016501 0.0039921 0.00148336 0.00432617 -0.00788151 0.0108409 0.00419008 0.00497186 0.0178496 0.0322204 -0.00826995
internal_weight=0.029969 0.00203613 0.0279329 0.0265546 0.0254979 0.0239195 0.0228556 0.0215637 0.0205303 0.00377807 0.00264962 0.0167522 0.0154748 0.0143674 0.0132944 0.0121561 0.00422988 0.00792621 0.00320476 0.00674756 0.00342081 0.00231336 0.00332675
internal_count=2900 158 2742 2513 2361 1798 1740 1587 1539 438 302 1101 1010 877 818 771 392 379 339 326 177 101 149
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=22
num_cat=0
split_feature=5 3 18 18 13 3 23 20 16 23 23 17 23 7 18 18 4 9 2 2 16
split_gain=3.15605e-05 9.43291e-05 4.31194e-05 7.34681e-05 8.48543e-05 9.19715e-05 0.000164461 0.000165462 0.000128141 7.43734e-05 0.000105569 0.000121354 7.33226e-05 0.000211155 0.000268178 8.18728e-05 0.000157786 0.000114593 6.52228e-05 5.85565e-05 0.000151107
threshold=29.040033326300005 94.92945658615001 12.903279561150002 13.057710350500001 117.64961624655002 92.913112988300014 0.08784500000000002 41.322103772800006 22.604947139800004 0.11308000000000003 0.098200000000000023 195.24502669890003 0.087265000000000023 24.101221167900004 14.972610129150002 14.445615684650003 205.67906899175003 210.97856947250003 166.57119979220002 248.59864686230003 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
left_child=1 2 -1 -4 5 8 -7 -8 9 10 12 -12 15 -14 -15 16 -5 19 -16 20 -17
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 11 -13 13 14 18 17 -18 -19 -20 -21 -22
leaf_value=-0.016335591603632779 0.014313162083706558 -0.029210859256134189 0.021034743547153345 0.0029061051006269659 0.021876881421168948 0.0065455409333968866 -0.0059157876034665394 -0.06252898037124302 0.029664539011968461 0.021650018494628213 -0.0025010947269088987 -0.048902974716376356 0.035512834157476525 -0.047495843081608563 -0.0048059176232583406 -0.030604816011835158 -0.04488489369654608 -0.026382996750129561 0.029913044666272606 0.024162277396495152 0.018647352634822565
leaf_weight=0.0014513382188559012 0.0014652891596862441 0.0011175782397471632 0.0017709141175642129 0.0014674049700829058 0.0016402763858813776 0.0017768760652288806 0.0010068072720088167 0.0010595495095424741 0.0014606921969750877 0.0013139168289734359 0.0012771092044725199 0.0010088340163671473 0.0019556075259346594 0.0010550347073001731 0.0010026550807009579 0.0010033191212229613 0.0013054110401457542 0.0011559289529938302 0.001175385309818127 0.0016095943594057706 0.0016430029271927715
leaf_count=70 165 258 94 89 75 105 43 103 73 126 106 100 105 93 143 252 171 143 158 264 164
internal_value=3.39651e-06 -0.000738642 0.00043381 0.00138125 -7.39547e-05 -0.00169021 -0.0157622 -0.0349449 0.00124364 -0.00120223 -0.00311968 -0.0229792 0.00027496 0.0095747 -0.00611464 -0.00562063 -0.0195934 0.00153845 0.0139303 0.00912206 -2.59765e-05
internal_weight=0.0297225 0.0282572 0.0271397 0.0256883 0.0239174 0.0222771 0.00384323 0.00206636 0.0184339 0.0169732 0.0156593 0.00228594 0.0133733 0.00518868 0.00323308 0.00818466 0.00277282 0.00541185 0.00217804 0.00425592 0.00264632
internal_count=2900 2735 2477 2407 2313 2238 251 146 1987 1914 1788 206 1582 499 394 1083 260 823 301 680 416
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=23
num_cat=0
split_feature=7 10 21 13 18 2 17 7 6 6 9 9 7 7 20 9 18 9 3 9 20 9
split_gain=2.93817e-05 6.86141e-05 5.28479e-05 7.57518e-05 7.78381e-05 6.91416e-05 7.98112e-05 7.69264e-05 6.7884e-05 0.000173302 7.13167e-05 6.33641e-05 9.28941e-05 0.00012228 0.000106887 0.000124443 0.000137244 0.000130835 0.000190787 0.000188881 0.000114291 0.000165698
threshold=19.041006859700005 60.990361147350008 18.904039828500004 95.870416931800023 17.108018746400003 308.2991537635001 208.12573104970002 22.124753953150002 11.865277230300002 13.705320222600003 212.62588569420004 207.37918994975004 24.639960683050003 24.176224535650004 36.173488152900006 201.2906445504 13.901940775400002 197.58039077460003 93.915907870950022 194.04304600165003 40.742467179200005 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
left_child=-1 -2 3 -3 5 6 7 -5 -9 -10 11 12 13 14 -11 16 17 18 19 20 -16 -22
right_child=1 2 -4 4 -6 -7 -8 8 9 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23
leaf_value=0.015732064363909126 -0.025185123544028343 -0.019456080626252065 0.021740857648789743 -0.019465100326756232 0.026313918573278618 0.02336629004441048 -0.02701289698834566 0.025200371717894961 -0.039384020214473431 0.032850932429581467 0.026028031025663857 -0.022965550987144711 0.026353592199884604 -0.031553300345893556 0.027793834159872684 0.023583749762248613 -0.037237547670100977 -0.027229161345432403 -0.031051932116955613 0.040784737965651741 0.015676855829015082 -0.038013306840664167
leaf_weight=0.0011406238787296961 0.0010946846309938521 0.0019619226206851565 0.0011078725361279842 0.0018714904588127855 0.0011544505811693631 0.0011721630254695184 0.0011665187215621478 0.0011624644143333604 0.0010382616427471172 0.0010822530334735356 0.0012174173415975256 0.0010386664373069907 0.0014783471639105992 0.0011286575513063122 0.0010436028666873688 0.0018332780480223481 0.0011517117654218367 0.0014549908529010724 0.0011331839463439158 0.0017636259293793977 0.0011110068433493048 0.0011910378879476102
leaf_count=180 149 723 75 232 73 128 140 150 122 45 87 92 93 82 46 81 69 70 82 73 50 58
internal_value=-4.29787e-06 -0.000637259 0.000348408 -0.000557731 0.000974816 -0.000294907 -0.00156327 -0.000129098 0.00179284 0.000252569 0.00272753 0.000886795 0.00261064 -0.000111715 0.00290467 -0.000129234 -0.00504185 -0.000224643 0.00606956 0.0143027 0.000342992 -0.0121015
internal_weight=0.0294982 0.0283576 0.0272629 0.0261551 0.0241931 0.0230387 0.0218665 0.0207 0.0188285 0.017666 0.0166278 0.0154104 0.0143717 0.0128933 0.0117647 0.0106824 0.00884916 0.00769745 0.00624246 0.00510927 0.00334565 0.00230204
internal_count=2900 2720 2571 2496 1773 1700 1572 1432 1200 1050 928 841 749 656 574 529 448 379 309 227 154 108
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=22
num_cat=0
split_feature=2 5 5 3 0 3 21 21 21 23 9 18 3 3 21 19 20 9 16 23 16
split_gain=2.70962e-05 6.23199e-05 8.23856e-05 7.53244e-05 6.40161e-05 0.00011194 6.94201e-05 0.00019237 0.000134466 0.000137849 0.000174337 0.000214274 0.000109395 9.62755e-05 9.59166e-05 0.000107016 0.000122055 0.000157966 0.000103669 8.68065e-05 6.96614e-05
threshold=325.75432260090003 29.040033326300005 24.779543538450003 94.260030511650015 85.716110573100011 93.770731131900007 3.2821610579500002 4.2214383758000009 2.1194692063500002 -0.09182499999999999 194.04304600165003 14.073076155300003 93.458869988800004 82.979260196300018 5.977284140550001 14.451165964200003 41.872669623500009 196.57165974130001 15.604963508800003 0.089850000000000027 18.054957779650003
decision_type=2 2 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 -6 -11 -12 14 -13 20 16 17 -16 -18 -10 -9
right_child=-2 -3 -4 -5 5 -7 7 12 19 10 11 13 -14 -15 15 -17 18 -19 -20 -21 -22
leaf_value=-0.02273577374714016 -0.013469934902234951 0.021603521294996528 -0.024351821552844134 0.025584810148452954 0.032732359534303472 0.030835482505259533 -0.041054115723370976 -0.0030273155798042433 0.0077790393592893099 -0.034861152363362208 0.03557387418669649 0.006798309557028849 -0.031310589049948927 -0.033976326329641891 -0.055413638123839815 0.02231086239967759 0.020653570984889263 -0.0066497258635983061 -0.012981232464091004 0.048676865657842981 0.02928401946586813
leaf_weight=0.0012080518940074071 0.0014218535942350395 0.0013546281619754011 0.0013608093921532545 0.0011791872008144631 0.0010224024015615578 0.0011831800479740187 0.0013498441586783936 0.0010510637594810393 0.0010280051864791639 0.0016081521018935074 0.0013918668251733379 0.0011317165300144339 0.0010949739874925877 0.001185851522904402 0.0010507548129600509 0.0013025275469829012 0.001743109902234221 0.001806222615100328 0.0019320816242809347 0.0010481141610543428 0.0018271779641345631
leaf_count=81 231 142 254 120 110 37 116 130 90 215 61 150 66 89 115 55 276 195 213 57 97
internal_value=-4.5668e-06 0.000682654 -0.000386574 0.000910426 -0.000303662 0.000887141 -0.000755322 -0.00529206 0.00633742 -0.000895808 -0.00736143 0.00456053 -0.00120385 -0.0140652 0.00187337 -0.00386178 -0.00908066 -0.0245844 0.00297145 0.028426 0.0174847
internal_weight=0.0292816 0.0278597 0.0265051 0.0251443 0.0239651 0.022757 0.0215739 0.0131578 0.00841611 0.00633999 0.00531759 0.00370943 0.0118079 0.00231757 0.0107129 0.0078347 0.00653217 0.00285698 0.00367519 0.00207612 0.00287824
internal_count=2900 2669 2527 2273 2153 2072 2035 1263 772 625 515 300 1147 239 1081 854 799 310 489 147 227
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=23
num_cat=0
split_feature=20 20 6 5 0 2 8 6 9 10 23 5 23 7 17 23 4 16 23 5 7 17
split_gain=3.04676e-05 6.99666e-05 6.34107e-05 5.82056e-05 0.000137398 6.45245e-05 8.43148e-05 8.66948e-05 7.55748e-05 0.000127688 6.63684e-05 0.000146239 9.14994e-05 0.000198232 0.000154496 0.000110421 9.45336e-05 0.00019362 9.87549e-05 8.5845e-05 0.000178806 6.58453e-07
threshold=49.275256100300005 47.833738492450003 8.1951914793500027 13.999568943650003 99.642323688800005 308.2991537635001 4.9461400813500012 13.825323026450002 186.67271206880002 62.036171360100006 0.10236000000000002 21.495293572000005 0.092290000000000025 24.052187734100006 192.84209122775002 0.088565000000000019 240.32447338110003 22.604947139800004 0.085495000000000029 20.766972852450003 23.699538637550003 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
left_child=1 2 -1 21 5 6 -5 -8 9 -9 12 -12 15 14 -14 16 18 -18 19 20 -10 -4
right_child=-2 -3 3 4 -6 -7 7 8 10 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.022258096903230436 -0.016465708472847167 0.021138985447385725 0.018684260350683567 -0.026650509735831541 -0.036415607215170794 0.023172497209014164 0.02917691793127182 0.035593704714004137 0.042739910759503973 -0.01118137303446317 0.0066951202877990126 -0.033976714055332841 0.052941273892479081 -0.020547956165139596 0.0030043480613262661 -0.028295894924451528 -0.036408801963336637 0.016546850458604743 0.034245506607961503 -0.021708658000130186 -0.01372070638672368 0.015058151297885351
leaf_weight=0.0012846720245343708 0.0010826671574923124 0.0015702433273526708 0.0010022697925344123 0.0011665630795784287 0.0010401008019194488 0.0012155679741173977 0.0010358839044835024 0.0013951243854393161 0.0010248855926136002 0.0010033089002913151 0.0016520620396028576 0.001901671310090218 0.0013282044045421779 0.0011502880131399884 0.0011611818548948882 0.0016601127235453816 0.0016406017344023915 0.0011921481438923465 0.001165907114394571 0.0011502731584824843 0.001238988562221266 0.0010008339872363409
leaf_count=494 219 100 123 368 152 121 103 58 43 52 98 126 67 90 50 120 137 80 63 55 66 115
internal_value=-5.77788e-06 0.000631108 -0.000588187 0.000519779 -0.000896836 0.000776102 -0.000528545 0.00101825 -0.000544538 0.0160268 -0.00298795 -0.0150692 0.000389287 0.013784 0.029648 -0.00498412 0.0002366 -0.0141227 0.00911778 0.000536835 0.0118398 0.0168725
internal_weight=0.0290636 0.0279809 0.0264106 0.025126 0.0231229 0.0220828 0.0208672 0.0197006 0.0186648 0.00239843 0.0162663 0.00355373 0.0127126 0.00363967 0.00248939 0.00907292 0.0074128 0.00283275 0.00458005 0.00341415 0.00226387 0.0020031
internal_count=2900 2681 2581 2087 1849 1697 1576 1208 1105 110 995 224 771 207 117 564 444 217 227 164 109 238
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=22
num_cat=0
split_feature=23 23 13 23 4 23 16 16 20 16 9 15 15 23 2 17 7 10 22 4 23
split_gain=2.91703e-05 9.53641e-05 0.000109079 9.75273e-05 0.000140546 7.78301e-05 0.000125577 8.4238e-05 0.000170899 0.000121436 8.3074e-05 0.000133026 9.57916e-05 0.0001111 0.000110162 0.000190226 0.00014116 0.000121229 0.000101016 9.95842e-05 7.61916e-05
threshold=-0.25765499999999997 -0.21013499999999999 105.42250866925001 0.070195000000000021 227.97173202615002 0.07968500000000002 13.804967718000002 15.919962772200003 41.028010303750008 17.844958270700005 205.88909726980003 32.706399462450001 37.434800281900003 0.091545000000000029 154.60082690140004 188.16174763880002 23.282607548150004 62.046925192600007 -0.085734999999999992 184.37197564920004 0.090640000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -7 8 -8 -9 12 -12 13 19 15 -14 -16 -18 -15 -11 -13
right_child=1 3 -4 5 -6 6 7 9 -10 10 11 20 14 18 16 -17 17 -19 -20 -21 -22
leaf_value=-0.01487794705026551 0.041476669958286694 0.00066460295110007568 -0.0019370306166732441 0.02086210148667168 -0.04323031424392678 -0.034003350418542765 -0.0083888256485149682 -0.031703318170771343 0.043884458542638061 -0.0083360451221863811 0.039619506355430704 0.019767425014490123 -0.010115405726417254 0.023438543308746552 -0.032749234578099869 0.040646560145077122 0.034136868809370502 -0.013420023385311225 -0.01470045887139023 -0.047438319244012393 -0.016257182507080567
leaf_weight=0.0012606976544703189 0.0011754082654237474 0.0017071814338527969 0.0011401017766401456 0.0018411102233457021 0.0012736304199388575 0.0010669913445870696 0.0012225000954208141 0.001219159104019831 0.0012805711247798612 0.0013171185753999577 0.0013201804772637873 0.0010705627385259042 0.0012789971712359183 0.001171735767965032 0.0013145683481467583 0.0017460326630498457 0.0010076050337239906 0.0011452750870595274 0.0017049557807098381 0.0012884301404998411 0.0013000306243425852
leaf_count=228 128 158 76 291 241 416 134 190 86 69 99 86 55 62 122 56 55 64 91 90 103
internal_value=-2.73387e-06 0.000676921 0.0201008 -0.00110244 -0.0180907 0.00116878 -0.000603796 0.00123433 0.0183542 -0.00130361 0.00106223 0.0141792 -0.00298061 -0.0127138 0.00523812 0.0191842 -0.00692851 0.00883786 0.000834343 -0.0276719 1.15724e-05
internal_weight=0.0288528 0.0275921 0.00231551 0.0252766 0.00298081 0.0222958 0.0204547 0.0193877 0.00250307 0.0168847 0.0156655 0.00369077 0.0119747 0.00548224 0.00649248 0.00302503 0.00346745 0.00215288 0.00287669 0.00260555 0.00237059
internal_count=2900 2672 204 2468 399 2069 1778 1362 220 1142 952 288 664 312 352 111 241 119 153 159 189
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=20
num_cat=0
split_feature=8 22 19 3 8 20 16 0 20 21 23 22 21 12 12 21 14 2 16
split_gain=2.96066e-05 5.45432e-05 0.00010956 0.000174714 0.000168999 0.000167323 8.18062e-05 9.02615e-05 8.15184e-05 0.000124625 8.97212e-05 0.000205437 0.000128942 0.000119085 0.000205581 0.000174851 8.12123e-05 0.000144503 8.04228e-05
threshold=8.8430989333000021 -0.062629999999999991 14.351157895250003 86.302194445500007 8.4434108459500017 40.21994457600001 18.474956797500003 101.99741301110002 40.259171735100004 1.1877328917500003 0.082975000000000021 -0.156745 13.040554425100002 147.29495425805001 242.18228154970004 7.9012669525000012 212.64719038130002 174.79146691255002 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 -4 -5 7 -3 16 -10 11 12 -11 18 15 -15 -1 -18 -12
right_child=-2 2 4 5 -6 -7 -8 -9 9 10 13 -13 -14 14 -16 -17 17 -19 -20
leaf_value=-0.031458315624819343 -0.011839016650826928 -0.010972133663712526 0.048247288543729977 0.0065173949929646759 -0.0027835491100130141 -0.046043884415787391 0.031802100781537702 0.024090437708031705 0.032277356204795313 -0.015264958842573374 0.035244764205816397 -0.038233004980910062 0.029792167086352451 0.00019083562848997354 0.024686954263267082 -0.051189653158615595 0.021994246278220466 -0.024513114557305773 0.0022221016455251418
leaf_weight=0.0016887997048528692 0.0019675189088853634 0.001864050464157983 0.0013891476013219162 0.0011465587323109538 0.0012179382385326676 0.0012838000191788615 0.0014279136574195661 0.0012113010440500521 0.0011956718844915891 0.0013771846471253655 0.0016543211432614889 0.001850612677991771 0.0011787625466250784 0.0015349118086983582 0.0014514280423929271 0.0011650574594404273 0.0012190102714773217 0.0014782529027441958 0.0013307136568982969
leaf_count=210 158 185 83 68 62 212 77 272 85 246 111 223 87 137 128 106 151 253 46
internal_value=-1.0692e-06 0.000872398 0.00693163 0.000360598 0.0244075 -0.0212473 0.0120221 0.0028381 -0.00250339 0.00154509 -0.00163829 -0.0128579 0.00551468 0.00528955 -0.00566427 -0.0219802 -0.0142616 -0.00349442 0.0205234
internal_weight=0.028633 0.0266654 0.00954071 0.00693362 0.00260709 0.00243036 0.00450327 0.00307535 0.0171247 0.0127387 0.011543 0.00440656 0.00255595 0.00713643 0.0041514 0.00269997 0.00438606 0.00269726 0.00298503
internal_count=2900 2742 959 814 145 280 534 457 1783 1169 1084 556 333 528 371 243 614 404 157
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=23
num_cat=0
split_feature=9 9 6 5 0 5 15 0 13 16 10 0 10 20 0 9 21 6 20 13 21 22
split_gain=2.99951e-05 6.9853e-05 5.38864e-05 4.88255e-05 0.000101192 9.54366e-05 8.43961e-05 5.60591e-05 0.000228231 0.000108199 0.000189648 0.000177826 6.86061e-05 0.00013006 6.85975e-05 0.00010749 0.000102994 0.000101773 0.000180898 0.000121284 2.93147e-05 1.16697e-05
threshold=38.559541491950007 53.944017839150007 10.715250360100002 13.999568943650003 98.615332683000005 16.579584939650001 23.516184833950003 96.055920542800024 109.34496908160001 19.214955067100004 66.697957758300021 90.259604813550013 64.434276012450013 38.592454371550012 86.530713386650021 201.78065190905002 7.7850244945500009 16.525386113000007 42.131954243650007 117.61735474900001 8.7253119161000026 -0.082314999999999985
decision_type=2 2 2 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 -5 -7 8 -8 -10 11 12 13 -11 15 17 21 18 -15 -19 -20 -16
right_child=1 2 3 4 -6 6 7 -9 9 10 -12 -13 -14 14 16 -17 -18 19 20 -21 -22 -23
leaf_value=-0.014837215206514293 0.023404145961516815 -0.018755730469692596 0.018601953042186439 0.026331708849175219 -0.031184545320753737 -0.026577262810604126 -0.044885162130628938 0.023843022145777007 0.028519691094461348 0.036825011082500275 -0.034645471222169093 0.040309595288879542 -0.02320111174283631 0.011145347813019334 -0.010552200235120907 -0.031979941741077364 0.033025417796901602 0.041525840163002446 -0.019229195213832311 -0.004886517885888602 -0.043372365037144978 0.0046250907556242768
leaf_weight=0.0013005462723728939 0.0012916244099677099 0.0015100372890149037 0.0014355854486926547 0.0013953244576825332 0.0010207866864977008 0.0011870532698939748 0.001083514033421106 0.0010088602872162502 0.0014555336533560162 0.0010033216689393507 0.0014341539473083911 0.0012020292215453319 0.0011505916948522108 0.0019983653760267134 0.0010130326224873087 0.0013201542581160134 0.0013089241837178633 0.0010374763469755965 0.0010031023229352121 0.0012312058943226845 0.0010085851810524259 0.0010134023236858525
leaf_count=420 204 321 119 81 173 268 177 68 160 72 93 60 46 93 48 109 48 46 77 76 80 61
internal_value=-2.19678e-06 0.000709413 -0.000425827 0.000712704 -0.000409966 0.00102745 -0.000698296 0.000895691 -0.000371908 0.00243549 2.09887e-05 0.00350009 0.000119471 0.0023672 -0.000794628 -0.00604217 0.0111608 -0.000588547 -0.0101647 0.016338 -0.0313337 -0.00296217
internal_weight=0.0284132 0.0271127 0.025821 0.024311 0.0228754 0.0218546 0.0204593 0.0192723 0.0182634 0.0171799 0.0157243 0.0142902 0.0130882 0.0119376 0.0109342 0.00759889 0.00333536 0.00627874 0.00401005 0.00226868 0.00201169 0.00202643
internal_count=2900 2480 2276 1955 1836 1663 1582 1314 1246 1069 909 816 756 710 638 481 157 372 250 122 157 109
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=20
num_cat=0
split_feature=12 20 7 5 5 22 5 15 2 15 9 2 23 21 23 17 21 13 9
split_gain=2.70308e-05 6.08374e-05 5.82214e-05 7.2038e-05 7.05337e-05 0.000223109 6.56769e-05 0.000126102 0.000134038 7.22015e-05 9.09596e-05 5.28141e-05 0.000122102 8.26681e-05 0.000152333 8.64434e-05 8.51405e-05 0.000147299 0.000103171
threshold=327.98456567570003 43.022303514600004 19.152455927400002 24.779543538450003 22.963361893800002 -0.065399999999999986 20.766972852450003 37.434800281900003 103.98563613345001 41.018034898650008 195.07922778810004 68.519383356500015 0.11308000000000003 7.1144150829500008 0.091545000000000029 192.15389660515004 1.9231529451500002 108.36905878025001 201.97224908750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 11 8 -8 10 -9 -4 13 16 15 -15 17 -13 -18
right_child=1 -3 3 -5 5 -7 7 9 -10 -11 -12 12 -14 14 -16 -17 18 -19 -20
leaf_value=0.023264338735733817 -0.028281280755256696 0.0060515247211667591 -0.011866595970185122 -0.021856897319761981 -0.0080678930627377209 0.050659128500698994 -0.0043923205831040944 0.026103046489280531 -0.051767431275012314 -0.018513159140965855 -0.0064731889128872072 -0.025955238296294366 0.037124633012940604 0.025860226999159155 -0.04281481506843151 -0.010772337636268068 0.0025383513530810443 0.018741051853853292 0.035042716321130311
leaf_weight=0.0011113378343144019 0.0010264534125463401 0.0010380989798852436 0.0019639567618647833 0.001437952415890959 0.0015435207989262789 0.0011136510585971751 0.001237940590032586 0.0015919904124643836 0.0011538569993190927 0.0013783616034575008 0.0018568745709919288 0.0014845571714425018 0.0011284506037321984 0.001019517464016486 0.0010003382684618985 0.0017496542957870509 0.0019576071259759485 0.0014648504269203499 0.0019484178624118442
leaf_count=173 171 137 120 224 134 83 64 71 106 68 84 342 111 174 136 209 239 70 184
internal_value=-2.35903e-06 -0.011018 0.000867572 -0.00012679 0.00119759 0.0165453 -0.000750283 -0.00847089 -0.0272471 0.000832377 0.00856395 0.00331284 0.00584928 0.00252759 -0.00936785 0.00271456 0.00906839 -0.00375641 0.0187523
internal_weight=0.0282074 0.00206455 0.0261428 0.0250315 0.0235935 0.00265717 0.0209364 0.00721902 0.0023918 0.00482723 0.00344886 0.0137173 0.0117534 0.0106249 0.00376951 0.00276917 0.00685543 0.00294941 0.00390602
internal_count=2900 308 2592 2419 2195 217 1978 393 170 223 155 1585 1465 1354 519 383 835 412 423
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=21
num_cat=0
split_feature=20 20 6 18 0 2 8 21 9 12 12 21 5 6 21 16 20 5 22 9
split_gain=2.90781e-05 8.67986e-05 5.37951e-05 5.51582e-05 6.27272e-05 6.05185e-05 7.22396e-05 7.24319e-05 0.000121775 9.39176e-05 0.000150113 0.000127723 0.0001045 0.000184477 9.17229e-05 0.000102587 0.000126224 0.000105234 6.43898e-05 4.85442e-05
threshold=48.988717865950008 47.833738492450003 8.1951914793500027 16.873483924050003 98.851916998450022 308.2991537635001 4.9461400813500012 1.0000000180025095e-35 197.58039077460003 114.86856072930001 132.42929831470002 5.7587983756000005 18.895511665650005 15.675366252400002 2.6263314141000005 22.664946999500003 40.621691032550004 21.893521430150003 -0.092864999999999989 195.74493321760002
decision_type=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 -4 8 -8 11 -11 18 -12 -14 -15 16 -16 -18 -9 -19
right_child=-2 -3 3 -5 -6 -7 7 9 -10 10 12 -13 13 14 15 -17 17 19 -20 -21
leaf_value=-0.020787258528464893 -0.014277300301403589 0.026791329946338611 -0.025011547486860915 0.019662099556603162 -0.019431670700286549 0.023553612642388498 0.041233568389105371 -0.006261198448744976 -0.0037524674500610117 0.029723468300639079 0.019480423660414414 0.0095996640648191717 -0.044290303954171405 0.019918444670423668 0.030174902799403831 -0.035166134562045336 -0.036712226192338784 -0.015226524879181781 -0.037518332470895428 0.013235927428242653
leaf_weight=0.0012459362584492087 0.0013576984970602819 0.0012191038544587798 0.0011309341032486589 0.0014171593367198329 0.0016528888047020315 0.0011073412449557332 0.0011247783254759716 0.0010270174463542503 0.0012939801625542202 0.0018112359344065751 0.0019298072642524042 0.0015122308832812292 0.0011105379841230435 0.0016849927173719359 0.0010491836346702144 0.0010320784256813154 0.0010036370504238334 0.0010101086198883794 0.0018394532935419585 0.0014731465075666691
leaf_count=494 242 77 368 182 244 113 49 54 73 97 148 91 116 92 49 83 58 89 98 83
internal_value=-1.48365e-06 0.000725109 -0.000523197 0.000519645 -0.000670523 0.000796337 -0.000461584 0.00100726 0.0171671 -0.00136401 0.00317588 -0.0139143 -0.00149542 -0.00633531 -0.000523979 -0.00671011 -0.000235605 -0.00938593 -0.0263193 0.00165831
internal_weight=0.0280333 0.0266756 0.0254564 0.0242105 0.0227934 0.0211405 0.0200331 0.0189022 0.00241876 0.0164834 0.0121047 0.0043787 0.0102935 0.00836368 0.00725315 0.00556815 0.00453608 0.00348689 0.00286647 0.00248326
internal_count=2900 2658 2581 2087 1905 1661 1548 1180 122 1058 815 243 718 570 454 362 279 230 152 172
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=21
num_cat=0
split_feature=23 23 18 17 21 23 3 7 21 21 20 18 3 6 19 6 21 15 12 23
split_gain=2.78987e-05 5.02245e-05 4.69683e-05 0.000105249 7.96906e-05 7.55844e-05 5.94348e-05 6.87234e-05 0.000113544 0.000122642 0.000138467 0.000102608 6.45793e-05 6.37013e-05 0.000198558 9.3876e-05 0.000124995 0.000145137 0.000137591 0.000102058
threshold=0.12064000000000002 0.11263500000000003 12.868666868750003 173.53196984515003 18.904039828500004 0.10461500000000003 93.883646373400012 24.891451065550005 2.4738339625000005 6.7005777103000002 41.558544840500012 15.078943968800003 93.647062057900015 16.455384477450004 14.451165964200003 16.245379570700006 3.2025200283000004 28.452330424200003 202.12526968910001 0.087205000000000019
decision_type=2 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 11 -9 10 -10 12 13 15 -15 16 17 -4 -18 -17
right_child=-2 -3 4 -5 -6 -7 -8 8 9 -11 -12 -13 -14 14 -16 19 18 -19 -20 -21
leaf_value=-0.0061343126430015802 -0.012344339391499214 0.022591912607398561 0.0378786357882386 0.033141266898721877 0.025881653579965348 -0.026278200224345728 -0.018912554853203214 -0.031169170795636233 0.040161340090545172 -0.017980613786780914 -0.010445039045707011 0.032146170573705085 0.024445798317231125 -0.0468635640429233 0.013246567895210396 0.040906600262266238 -0.035787381548200908 -0.0083907382657360235 0.00941069951969941 -0.00035263862379961988
leaf_weight=0.0014548431219296191 0.0017187441734659225 0.0010172294692749459 0.0011763868845718235 0.001284876071579677 0.0010086330155596448 0.0012970805827997893 0.0017620403919625894 0.0016200522682876745 0.0011541283090125976 0.0019752204168219639 0.0010172026934530537 0.0012102551721053347 0.0011081090387669032 0.001071910298300339 0.001127627322666358 0.0011676521487018476 0.0017692235457953398 0.0015999970164930488 0.0010875312551174021 0.0012321637892114268
leaf_count=252 159 70 83 100 71 122 208 345 124 345 155 148 63 68 55 55 209 90 125 53
internal_value=-3.09016e-06 0.000808298 -7.36516e-05 0.0122852 -0.00158625 -0.00288229 -0.00137098 0.000316424 -0.00871999 5.08717e-05 0.0164538 0.00446829 0.00151454 -0.000968762 -0.0160472 0.00315992 -0.00389599 0.0112141 -0.018581 0.0197224
internal_weight=0.0278609 0.0261422 0.0251249 0.00273972 0.0223852 0.0213766 0.0200795 0.0183175 0.0057666 0.00414655 0.00217133 0.0125509 0.0113406 0.0102325 0.00219954 0.00803295 0.00563314 0.00277638 0.00285675 0.00239982
internal_count=2900 2741 2671 352 2319 2248 2126 1918 969 624 279 949 801 738 123 615 507 173 334 108
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=23
num_cat=0
split_feature=9 0 13 5 6 5 15 5 10 0 16 16 20 10 22 23 23 16 16 22 5 18
split_gain=2.81743e-05 7.3332e-05 7.95192e-05 9.22609e-05 7.12092e-05 6.03197e-05 9.19096e-05 8.51722e-05 7.39521e-05 0.000196987 0.000179953 0.00012497 0.000161774 0.000122427 6.77236e-05 0.000129529 0.000154838 0.000120809 0.000116252 8.7955e-05 7.90798e-05 5.19558e-05
threshold=38.559541491950007 105.70748523110002 98.238948544700023 13.361597395450001 13.665319288000001 16.579584939650001 24.200063469100005 17.671168838450004 66.697957758300021 90.259604813550013 19.214955067100004 20.784951395750003 37.572218886150004 70.284360904350009 -0.088099999999999998 0.083415000000000031 0.093295000000000031 22.614947116400003 22.634947069650003 -0.11600999999999999 22.120912517600004 15.502113896900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 21 -6 -7 -8 9 11 13 -9 -13 -10 19 -16 18 -18 -17 20 -14 -5
right_child=1 -3 3 4 5 6 7 8 10 -11 -12 12 14 -15 15 16 17 -19 -20 -21 -22 -23
leaf_value=-0.014497264162208895 -0.023612958592278677 0.025967642510256402 0.028626647521287081 -0.03376662339240441 0.023285863326067968 -0.027876054521510787 0.026805683868376604 -0.034278396949483855 0.026976146165250334 0.044621626506809495 -0.048050035881314117 0.039479860637580494 0.021312327914960474 -0.021363266939756282 0.029117637730777246 -0.04814415192493355 0.036614196541573947 -0.0044204522917618378 -0.0019747797841414209 -0.029241903493008526 -0.016137366800195802 -0.0027065167597025196
leaf_weight=0.0012789083601894109 0.0013942757598429207 0.0011007401241235918 0.0011470847382923912 0.0010430013406428343 0.0011837237867480246 0.0011122825683097482 0.001261223089514373 0.0010039105372046117 0.0010502981041327067 0.0010512264055861928 0.0010381389432607691 0.001073922947966822 0.0010436895090251141 0.0010454471870826598 0.001657603975637527 0.0010079645765170842 0.0011851530192251714 0.0018180773267749695 0.0011883302237046256 0.0016533694634402627 0.0012264523354317269 0.0011135142546110366
leaf_count=420 279 286 114 141 71 214 79 161 47 52 83 45 43 158 95 72 59 110 65 112 76 118
internal_value=-1.7254e-06 0.000700504 -0.000398863 0.000955149 -0.000439635 0.00137021 3.4167e-05 0.00173012 -0.000125471 0.00300117 -0.014003 -0.000401457 0.00246743 0.00286238 -0.00121959 0.00477575 -0.00298442 0.0117729 -0.0231637 -0.0116977 0.00108 -0.0177288
internal_weight=0.0276783 0.0263994 0.0252987 0.0239044 0.0227573 0.0206008 0.0194171 0.0183048 0.0170436 0.0139097 0.00313388 0.0128585 0.0118546 0.00209575 0.0107806 0.00685713 0.00519953 0.00300323 0.00219629 0.00392351 0.00227014 0.00215652
internal_count=2900 2480 2194 1915 1801 1542 1471 1257 1178 890 288 838 677 205 632 401 306 169 137 231 119 259
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=22
num_cat=0
split_feature=9 6 6 23 9 20 6 6 6 19 22 2 9 23 23 23 17 22 12 7 20
split_gain=3.24152e-05 9.26964e-05 0.000114882 0.000126403 0.000171128 0.000348823 6.42694e-05 0.000102643 0.000107228 9.52089e-05 7.8553e-05 0.000110323 0.000110237 8.89041e-05 0.000131458 0.000146394 0.000116539 0.000102389 0.00012548 8.80567e-05 8.63455e-05
threshold=187.70546222865002 16.575387281250006 16.475384944750001 -0.17732499999999998 181.61255275325001 47.480720532750006 13.075305502400001 13.775321858200002 14.185331438000002 12.651020723000002 -0.0023999999999999998 103.01387310010001 215.80505313260002 0.11048000000000002 0.090390000000000012 0.087605000000000016 192.84209122775002 -0.062629999999999991 152.88762959770003 23.633329316050006 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 9 -8 -9 -2 12 -12 13 14 15 17 -16 18 -10 -20 -18
right_child=6 -3 -4 4 -6 -7 7 8 10 -11 11 -13 -14 -15 16 -17 20 -19 19 -21 -22
leaf_value=0.027762124956572994 0.0019577351146041733 0.031238233680869837 -0.030148145327880318 -0.060085429071540644 0.025671492711322293 0.01190748699054818 0.028224032271663577 -0.032864402616762364 0.015867520553160628 -0.039700150155383473 -0.039952152364687882 0.0010444745663411193 0.034961092649845496 -0.023228096202676109 0.034935024109286936 -0.040174013359686844 0.022164395069015845 0.027525580588252357 -0.043923162894586344 -0.002392118891981326 -0.018563091215766735
leaf_weight=0.0018685632223384352 0.0011257087974677607 0.0011769447815353981 0.0010180465834803698 0.0011450893397731395 0.0013461308507842218 0.001632506260606157 0.0011847591091568568 0.001069685981012646 0.0014184749716275062 0.0010702297418031664 0.0010957373643996913 0.0016371066149806213 0.0010126620580823706 0.0013828379435383261 0.0019822059041358087 0.001026231303343339 0.0010050075931822278 0.0011441707691230993 0.0010060791170939387 0.001036471424626928 0.0010798928391420048
leaf_count=226 265 238 68 433 85 266 113 85 87 145 65 122 84 101 114 82 63 53 72 84 49
internal_value=-2.21029e-06 0.00526937 0.000909531 0.00618601 -0.00359067 -0.0177723 -0.00224111 -0.000170833 -0.00228708 -0.018345 -8.1079e-05 -0.0153932 0.00337894 0.00049283 0.00387501 -0.00601903 0.0175746 0.00159214 -0.00698113 -0.0228487 0.00106923
internal_weight=0.0274645 0.00818728 0.00701034 0.00599229 0.00412373 0.0027776 0.0192773 0.0170813 0.0158966 0.00219594 0.0148269 0.00273284 0.012094 0.0110814 0.00969853 0.00563143 0.00406711 0.0046052 0.00346103 0.00204255 0.0020849
internal_count=2900 1316 1078 1010 784 699 1584 1174 1061 410 976 187 789 705 604 378 226 296 243 156 112
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=20
num_cat=0
split_feature=2 5 8 18 18 13 6 19 23 23 9 3 18 9 22 22 0 16 23
split_gain=2.90602e-05 5.44128e-05 7.88155e-05 5.60926e-05 6.18017e-05 0.000107647 0.000126306 0.000118986 7.37156e-05 0.000146111 9.33094e-05 0.000161215 0.000146034 7.86642e-05 0.000121942 0.000115898 0.000144015 0.000132398 7.42214e-05
threshold=325.75432260090003 29.040033326300005 8.8430989333000021 12.903279561150002 13.075178189100003 117.64961624655002 16.455384477450004 14.451165964200003 -0.22831499999999999 -0.10585499999999999 190.77452831370002 82.234557294150008 13.482409244300003 196.26893085885004 -0.030985000000000002 -0.096499999999999989 97.152811460000024 18.744956166100003 0.090025000000000022
decision_type=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 -8 -6 -10 11 -11 -12 -14 15 16 -15 -17 -16
right_child=-2 -3 -4 4 5 -7 7 -9 9 10 12 -13 13 14 18 17 -18 -19 -20
leaf_value=-0.01654912052951233 -0.014337888917698294 0.020797138143047317 -0.022812075746615697 0.020096458760262587 -0.022662770243771103 0.027153515969022442 -0.047425852566952025 0.00030869881347455171 0.037249871036544653 0.0085900460458380803 0.04041877921103567 -0.035584850638603928 -0.023125087418944219 0.036409371361873152 0.040197391086228322 -0.00021314758030822228 -0.011562117198599009 -0.043367599491782871 0.0072497565448447071
leaf_weight=0.0016685117770080206 0.0013452519271327295 0.0012850274101124928 0.0014640626598681787 0.0018233954830089846 0.0011471001619493592 0.001441782623619047 0.0010804159153088291 0.0010106834317897828 0.0011906122408516422 0.0016219242823017838 0.0010670668565748729 0.0016838006724237947 0.0011496236687139625 0.0012308996257424051 0.0012314211180866107 0.0018099849451889143 0.0012730348569985547 0.0011708074520893064 0.0015372574291880534
leaf_count=208 231 142 133 131 199 72 91 65 119 395 50 202 101 85 93 199 178 73 133
internal_value=-7.87788e-06 0.000736788 -0.000311001 0.00111274 0.00248532 0.00085082 -0.00123232 -0.0243545 0.00176831 0.00364083 0.000736077 -0.0139108 0.00536055 0.0013821 0.00479572 -0.00384041 0.01202 -0.0171635 0.0219038
internal_weight=0.0272327 0.0258874 0.0246024 0.0231383 0.0214698 0.0196464 0.0182046 0.0020911 0.0161135 0.0149664 0.0137758 0.00330572 0.0104701 0.00940303 0.00825341 0.00548473 0.00250393 0.00298079 0.00276868
internal_count=2900 2669 2527 2394 2186 2055 1983 156 1827 1628 1509 597 912 862 761 535 263 272 226
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=20
num_cat=0
split_feature=20 20 6 18 0 21 21 16 22 22 23 21 16 5 5 22 23 23 15
split_gain=3.00101e-05 5.17528e-05 4.64121e-05 4.98544e-05 6.54333e-05 9.73196e-05 7.46227e-05 9.63486e-05 0.000119994 0.000125067 0.00012108 9.49767e-05 7.60044e-05 0.000151163 0.000128114 7.96373e-05 0.000256556 0.000144948 6.89123e-05
threshold=49.275256100300005 47.833738492450003 8.1951914793500027 16.873483924050003 97.835679825150024 3.4703576882500005 5.7087410616000005 22.634947069650003 -0.16030499999999998 -0.088099999999999998 0.094415000000000013 5.0287037994000015 22.634947069650003 24.038949512150001 22.694406402050003 -0.095019999999999993 0.084795000000000023 0.091705000000000023 35.885292828950007
decision_type=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 11 8 -8 -10 18 12 14 -14 15 17 -17 -4 -11
right_child=-2 -3 3 -5 5 -7 7 -9 9 10 -12 -13 13 -15 -16 16 -18 -19 -20
leaf_value=-0.019602104868576078 -0.016792586900936782 0.018704036327362599 -0.011856129575627643 0.018983679815325779 0.0052186011813809231 -0.036519342867518546 0.041616709201169416 -0.011788891065621325 -0.014128533889964654 0.020436055461641088 0.038615207657939452 -0.032568075525061822 0.031026438026499622 -0.016859518804229555 -0.039523036640579337 0.015926176070471743 -0.036317868920559659 0.036359126305988469 -0.016460891563139211
leaf_weight=0.0012030222097908936 0.0010248097313293241 0.0014970135153568034 0.0012273949328922063 0.0013788971872665664 0.0010585421774693673 0.0011829547437582216 0.0012627320232883321 0.0018767125805680511 0.0018035044225899188 0.0010040343922645967 0.0016039296370693734 0.0010655388097767235 0.0017350081107214699 0.0010631695148671794 0.0010146869304134346 0.0018648324254964019 0.0018952393288676362 0.0012672785504115325 0.0010208772467055205
leaf_count=494 219 100 98 182 129 174 157 127 149 132 102 83 95 73 218 97 143 60 68
internal_value=-7.43759e-06 0.000653517 -0.000448142 0.000539739 -0.000619096 -0.0168087 0.00122252 0.0082358 0.013849 0.00739444 0.0180912 -0.00417724 -0.00117241 0.0128321 -0.00656309 -0.0012161 -0.0104071 0.0126369 0.00183413
internal_weight=0.0270502 0.0260254 0.0245284 0.0233253 0.0219464 0.0022415 0.0197049 0.00857179 0.00669508 0.00543235 0.00362884 0.0111331 0.0100676 0.00279818 0.00726943 0.00625475 0.00376007 0.00249467 0.00202491
internal_count=2900 2681 2581 2087 1905 303 1602 735 608 451 302 867 784 168 616 398 240 158 200
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=21
num_cat=0
split_feature=9 9 12 23 20 21 21 0 10 10 9 9 2 21 19 16 7 20 22 18
split_gain=2.76568e-05 7.22029e-05 7.83335e-05 0.000133301 0.000124078 0.000108126 7.59336e-05 5.73313e-05 8.46928e-05 0.00011651 0.000154926 0.000198227 0.000187779 0.000115401 0.000111072 0.000208561 0.00011685 8.69814e-05 5.95347e-05 4.82985e-05
threshold=187.70546222865002 181.61255275325001 150.89336347300005 -0.15684499999999998 48.008184682100008 11.702496363450001 6.450325770250001 85.716110573100011 64.434276012450013 62.55235532115001 197.58039077460003 194.04304600165003 190.89843378335004 8.8712712239000009 12.651020723000002 17.924958083650004 23.903127120600004 39.788107623550012 -0.054494999999999995 13.601370067700001
decision_type=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 -3 -2 9 10 11 -9 -12 14 18 -16 19 -18 -10 -17
right_child=7 6 3 4 -6 -7 -8 8 13 -11 12 -13 -14 -15 15 16 17 -19 -20 -21
leaf_value=-0.021198053729957506 -0.019047913170683575 0.037128186702361683 0.00081346317302789448 -0.037350556961566535 0.011471295812120213 0.044676914537257556 0.00023498053934731678 -0.0050571879427613771 0.0024443771399592354 0.037803442803016646 -0.041077683049550062 0.049057242537927349 0.0084589164443415882 -0.029743583890308491 -0.050010783055626243 -0.002361635336077016 -0.0009087284225609291 0.035038261390208748 0.033996187098705756 -0.032651995543638707
leaf_weight=0.0014413533354221001 0.0018045110538417166 0.0012107846473405071 0.0011313107599733386 0.0010231337493094798 0.0010597252263000768 0.0011167159544449579 0.0010345677568617262 0.0014634855521311616 0.0013150088793604459 0.001114831033005359 0.0013332975051418283 0.0012594779925386157 0.0017960775750689439 0.0017210856355269156 0.0010116988311058561 0.0010198176405538106 0.0017268126292702135 0.0011031598593638225 0.0010968402726045543 0.0010880327923548094
leaf_count=315 190 70 196 387 206 80 62 87 181 63 61 67 104 245 147 39 131 108 109 52
internal_value=-5.83811e-06 0.00491382 -0.00100487 0.00571558 -0.0125108 0.0226028 0.0201293 -0.00209789 -0.000303917 0.00817462 0.00253053 0.0199729 -0.0126466 -0.00616275 -0.00130892 -0.00864727 -0.0001724 0.0131039 0.0167932 -0.017997
internal_weight=0.0268717 0.00801759 0.00577224 0.00433089 0.00208286 0.00224803 0.00224535 0.0188541 0.0170496 0.00696717 0.00585234 0.00272296 0.00312938 0.0100825 0.00836137 0.00594952 0.00493782 0.00282997 0.00241185 0.00210785
internal_count=2900 1316 1184 869 593 276 132 1584 1394 382 319 154 165 1012 767 477 330 239 290 91
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=21
num_cat=0
split_feature=20 20 6 18 0 5 21 15 20 12 16 15 22 14 0 20 13 3 6 21
split_gain=2.92146e-05 6.26135e-05 3.69815e-05 4.42472e-05 5.48028e-05 4.74154e-05 7.96208e-05 0.000200259 8.46587e-05 0.000144598 0.0001272 0.000267122 8.62345e-05 7.86092e-05 0.000116439 0.000192101 0.000117994 0.000106098 7.59296e-05 5.20899e-05
threshold=48.988717865950008 47.833738492450003 8.1951914793500027 16.873483924050003 98.851916998450022 16.579584939650001 5.7087410616000005 27.008040895250005 36.625813070500008 124.89425631215002 22.634947069650003 36.168474401900006 -0.085249999999999992 170.07815379005004 86.530713386650021 42.178283198950005 115.25151159420001 93.716961969300016 16.335381673600001 2.5883591406000002
decision_type=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 -7 -9 12 11 -11 -10 -8 15 17 -16 -15 -13 -12
right_child=-2 -3 3 -5 -6 6 13 8 9 10 19 18 -14 14 16 -17 -18 -19 -20 -21
leaf_value=-0.017572171645196005 -0.014495293836006368 0.023239594524924426 0.018475423808310815 0.018068400460617987 -0.018467731689753811 -0.046962224086675532 0.032133956964592252 0.018611716791943362 -0.0093722608284573048 0.02896251350744472 0.03836644243490811 -0.049657152976346562 -0.048118429153485104 -0.01263111612477219 -0.0010959934868296198 -0.036677819956023448 0.035353440102073905 0.032759156845695525 -0.011289044422238255 0.0066435076834794778
leaf_weight=0.0011851879576469096 0.0013221716751146617 0.0011805223329227612 0.0014195353003110247 0.0013554903966973694 0.0015832012247474206 0.0010847132921787033 0.0010712686311107897 0.0017004347450217949 0.0012702897326093421 0.0011632634003948539 0.0010280451266154178 0.0010582066370994347 0.0010485611120467642 0.0010229810726807287 0.0019088978667772261 0.0015165343357190246 0.0016608745137318692 0.0010369930158183049 0.0010062474917575948 0.0010425175602449821
leaf_count=494 242 77 96 182 244 207 62 116 71 88 66 80 70 54 235 226 69 81 73 67
internal_value=-3.80901e-06 0.000752205 -0.000346442 0.000542046 -0.000556658 0.000858398 -0.000484686 -0.00629677 -0.00156267 -0.00606636 0.0030486 -0.00936144 -0.0268929 0.00687261 0.00308579 -0.00966684 0.0158625 0.0102184 -0.0309559 0.0223941
internal_weight=0.0266659 0.0253438 0.0241632 0.0229781 0.0216226 0.0200394 0.0186198 0.0104023 0.00931757 0.00761713 0.00529828 0.00322772 0.00231885 0.00821755 0.00714628 0.00357651 0.00356977 0.00205997 0.00206445 0.00207056
internal_count=2900 2658 2581 2087 1905 1661 1565 838 631 515 374 241 141 727 665 361 304 135 153 133
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=22
num_cat=0
split_feature=9 21 22 20 22 22 6 6 6 19 20 19 0 7 19 20 10 10 9 16 19
split_gain=2.72356e-05 7.73645e-05 0.000140189 0.000128859 0.000120854 6.60091e-05 5.29141e-05 8.75206e-05 9.15404e-05 7.7078e-05 6.96853e-05 7.54276e-05 0.000134159 0.000101326 0.000108288 9.83649e-05 0.000113752 9.60363e-05 8.8455e-05 4.14632e-05 3.80388e-05
threshold=187.70546222865002 3.4240268213500005 -0.046474999999999995 42.207998345450008 -0.15726999999999999 -0.23378499999999999 13.075305502400001 13.775321858200002 14.185331438000002 12.651020723000002 43.162556114600001 12.951044929850001 94.047642319350018 23.789355599150003 14.251149826300002 42.049402686800001 65.630639880500027 61.987779113750001 195.29234479735001 22.604947139800004 12.951044929850001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 -3 5 -5 9 -8 -9 -2 11 -10 13 15 -15 16 17 -13 -19 -16 -1
right_child=6 2 -4 4 -6 -7 7 8 10 -11 -12 12 -14 14 19 -17 -18 18 -20 -21 -22
leaf_value=0.0081066663821730729 0.0012739762445739759 0.01763516955301183 0.02675263668658201 -0.024659173109030603 -0.047252718786504097 0.010339518847299676 0.026343479248524163 -0.030873049204280578 0.022704322328582171 -0.036901454654265912 0.020290533508867885 -0.012333643804921732 -0.038039847780924244 0.032684206369586764 -0.016810572120917765 -0.036093188363301547 -0.029200848651481981 0.037624527261177432 0.00033019661355998352 0.011407948506478666 0.035673241054177192
leaf_weight=0.0010008211843076419 0.0011066069934265134 0.0012647139462932354 0.0014033354285218781 0.0010288430582235466 0.0010834203898095751 0.0011316054993029954 0.0011562417542774336 0.0010372076251625737 0.0010861162425074436 0.0010130677947764732 0.00149927495382396 0.0019925060056742456 0.0011026334045061157 0.0015070652434481246 0.0010271905559300354 0.0010841195666307663 0.0013175262304807589 0.0011446651861284352 0.0014310604607207233 0.0010560396875440858 0.0010014406243914475
leaf_count=323 265 111 302 179 176 112 113 85 72 145 114 112 138 98 59 130 59 54 78 62 113
internal_value=-6.80775e-06 0.00490507 -0.000848854 -0.00944006 -0.0199961 -0.00632747 -0.00210113 -0.000184042 -0.00219068 -0.0169714 -0.000102724 -0.00250097 -0.00484825 -0.00138258 0.0122655 -0.00841293 -0.00331439 0.00415153 0.016904 -0.00250592 0.0218942
internal_weight=0.0264755 0.00791418 0.00591192 0.00450858 0.00324387 0.00216045 0.0185613 0.0164416 0.0152854 0.00211967 0.0142482 0.0127489 0.0116628 0.0105602 0.0035903 0.00696988 0.00588576 0.00456823 0.00257573 0.00208323 0.00200226
internal_count=2900 1316 880 578 467 291 1584 1174 1061 410 976 862 790 652 219 433 303 244 132 121 436
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=19
num_cat=0
split_feature=2 5 8 18 18 13 6 23 23 2 12 20 2 22 10 22 9 6
split_gain=2.66878e-05 4.11611e-05 6.308e-05 5.43955e-05 5.44616e-05 7.89764e-05 0.000108559 6.44981e-05 0.000119852 8.34004e-05 7.22764e-05 0.000132592 8.48848e-05 0.000104153 0.000163127 0.000116336 0.000151831 9.59377e-05
threshold=325.75432260090003 29.040033326300005 8.8430989333000021 12.903279561150002 13.075178189100003 117.64961624655002 16.455384477450004 -0.22831499999999999 -0.10585499999999999 266.28898953815008 225.59153217100001 41.621607100200002 174.79146691255002 -0.10710499999999999 69.873026810350026 -0.081169999999999992 201.11092673680002 14.855347092800002
decision_type=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 -9 10 12 -12 13 14 -10 -15 17 -17
right_child=-2 -3 -4 4 5 -7 -8 8 9 -11 11 -13 -14 15 -16 16 -18 -19
leaf_value=-0.016625365430404822 -0.01396381306593646 0.01840854607196447 -0.020631388880018614 0.019261686440806735 -0.021271196735877344 0.023862079308714881 -0.022840131685694723 0.034762743492994283 0.047943778379145541 -0.024780973486694266 0.046567461516807275 -0.0045646468892831275 -0.020620619833786654 -0.026313779095555434 -0.00038704325256657893 -0.035099812810361376 0.027044220769482086 0.0071320226764269475
leaf_weight=0.0016086143916776248 0.0013024771579500652 0.0012495944456479826 0.0014222919154732961 0.0017656703179547316 0.0011149032243796516 0.001388067467857467 0.0020011170775515721 0.00114323613773542 0.0011863690175887296 0.0011448599669727057 0.0010016617519503649 0.0010272376752323113 0.0016675262428262139 0.0016376804305009022 0.0016977325411444352 0.0010005419732378572 0.0017782680082376115 0.0011633466667637649
leaf_count=208 231 142 133 131 199 72 156 119 56 196 121 112 237 160 242 174 155 56
internal_value=-8.40261e-06 0.000718699 -0.000212078 0.0010887 0.00246406 0.000899151 -0.000915539 0.0019035 0.00369175 0.00102201 0.00345128 0.0206791 1.28145e-06 0.00406411 0.0194937 -0.00391114 0.00539554 -0.0123952
internal_weight=0.0263012 0.0249987 0.0237491 0.0223268 0.0207182 0.0189525 0.0175645 0.0155634 0.0144485 0.0133052 0.0121604 0.0020289 0.0101315 0.00846394 0.0028841 0.00557984 0.00394216 0.00216389
internal_count=2900 2669 2527 2394 2186 2055 1983 1827 1628 1509 1313 233 1080 843 298 545 385 230
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=20
num_cat=0
split_feature=5 5 5 3 10 16 9 20 5 7 9 5 5 21 12 20 6 10 16
split_gain=2.76662e-05 9.39144e-05 8.51983e-05 6.24797e-05 4.65039e-05 4.90076e-05 3.98526e-05 0.000185021 7.2335e-05 0.000193936 0.000155974 0.000112755 0.000108781 6.962e-05 0.000152669 0.000136544 0.000134174 0.000118494 7.67118e-05
threshold=23.606333875400001 23.151456684850004 25.763052016400003 103.44111502715002 61.928633034850002 22.654947022900004 210.97856947250003 41.590548329450009 20.766972852450003 22.660992635700001 195.07922778810004 21.964328598750004 19.915533535850003 3.6073978218000007 200.03640368750004 40.305698932850007 13.665319288000001 80.468240302450013 18.744956166100003
decision_type=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 8 -8 12 -10 -11 -12 13 14 18 -15 17 -17 -6
right_child=2 -3 3 -5 5 -7 7 -9 9 10 11 -13 -14 15 -16 16 -18 -19 -20
leaf_value=-0.019682599386432926 -0.023281027645421948 0.029635606880481388 0.020958947389396226 -0.012715340821717947 0.013725250715921764 0.020453469205486057 0.0070837416009999661 -0.045619115887455222 -0.04343695365841823 0.0293830533738367 -0.037972121616318771 0.0083524559454665331 0.03291766985987734 -0.034283327039237754 0.046173182631684975 -0.029794637141083921 0.031036081634883264 0.010527213707850158 -0.018266062788147353
leaf_weight=0.0011474710798944103 0.0018705920217825861 0.0011180511069888146 0.0012143340339636488 0.0010086502829277297 0.0019503805475513374 0.0012183047706528774 0.0019544996203365644 0.0010105215717371337 0.0011929618023123036 0.0013814785666372842 0.0010094390411135024 0.0010958232747730889 0.0013395365319175271 0.0012295689185046685 0.0010044435629480691 0.0013530178999321407 0.0012514100215295088 0.001579750044436945 0.001217401076065272
leaf_count=68 242 66 127 225 285 65 236 141 102 75 59 58 100 177 175 250 99 283 67
internal_value=-4.06445e-06 0.00139735 -0.00755415 0.00567968 -0.000110667 0.00102424 -0.000250415 -0.0108781 0.00176887 -0.00863394 0.00327364 -0.0138594 0.00622469 0.00249464 0.0122023 -0.00498678 0.00362235 -0.00807507 0.00143076
internal_weight=0.0261476 0.0220541 0.00409358 0.00222298 0.020936 0.0197885 0.0185702 0.00296502 0.0156052 0.0046797 0.00348674 0.00210526 0.0109255 0.00958597 0.00417223 0.00541375 0.00418418 0.00293277 0.00316778
internal_count=2900 2306 594 352 2240 2172 2107 377 1730 294 192 117 1436 1336 527 809 632 533 352
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=20
num_cat=0
split_feature=23 7 7 6 7 22 10 8 23 16 17 10 17 12 18 6 9 20 5
split_gain=2.57186e-05 3.47043e-05 0.000106577 0.000122947 0.000101814 8.39993e-05 0.000107242 0.000113753 9.9174e-05 0.000116159 0.000119025 0.000110418 8.75147e-05 8.16704e-05 0.000106028 6.96671e-05 6.73919e-05 5.75925e-05 4.87548e-05
threshold=0.12064000000000002 24.373474566200006 25.396105459650006 14.355335410100002 23.789355599150003 -0.0023999999999999998 71.666228383350017 8.7431769115000026 0.085765000000000022 22.654947022900004 192.84209122775002 62.116825104000007 187.73134645290003 229.23536747820003 16.255760498500003 16.505385645700006 202.37225149245003 39.344049039350004 19.500380888400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 11 10 12 15 -10 14 -4 -1 -6 -7 -5
right_child=-2 2 13 18 16 17 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.012616903856413619 -0.012214447584939626 -0.040857533150592193 0.03841299442103107 0.012003517260195003 0.033703830456562417 -0.002101587350230325 0.034302692374980799 0.027411874448144552 0.0059422598001818662 -0.022749252589487748 -0.0092035311397152524 -0.038870625065384995 0.045370447117012797 -0.010492528002181952 -0.00047279271448236095 -0.021194739838415442 0.0037314705078096313 -0.035757701214680984 -0.018089359431732083
leaf_weight=0.0012828030280243232 0.0016178942443101909 0.0013836763656136291 0.0012156749286751822 0.0011049189919418723 0.0016476273415549905 0.0010139311733815591 0.0010038435234474711 0.001313533697246517 0.0010049016115619026 0.0011211753280226944 0.0013753560759738326 0.0013748774333390869 0.0012800076060908161 0.0019600090855637349 0.0016568775654127359 0.0011608417485125255 0.0013772625211891931 0.0010198386503923462 0.0010500058377114208
leaf_count=111 159 208 129 90 129 60 128 84 97 62 75 161 69 408 355 179 88 215 93
internal_value=-5.50894e-06 0.000805788 -0.00440987 -0.0175958 0.00353871 -0.000319371 0.00315661 2.74473e-06 -0.00418365 0.00541299 0.0140394 -0.0162003 0.02803 0.00524544 0.0159838 -0.00344516 0.0200571 -0.0189785 -0.0026595
internal_weight=0.0259651 0.0243472 0.00837116 0.0035386 0.015976 0.0129511 0.0109173 0.0099135 0.00859996 0.00478144 0.00366027 0.00381852 0.00228491 0.00483256 0.00287255 0.00244364 0.00302489 0.00203377 0.00215492
internal_count=2900 2741 1283 391 1458 1241 966 838 754 303 241 451 166 892 484 290 217 275 183
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=21
num_cat=0
split_feature=9 9 6 5 0 18 0 17 18 2 7 18 16 21 20 20 21 17 17 15
split_gain=2.56596e-05 6.61515e-05 3.96479e-05 4.43871e-05 8.27847e-05 9.09835e-05 8.34719e-05 0.000129834 7.42639e-05 8.37708e-05 7.11787e-05 0.000117634 0.000128244 0.000123718 0.000118446 0.000110472 0.000141969 0.000106741 8.63915e-05 5.35459e-05
threshold=38.559541491950007 53.944017839150007 10.715250360100002 13.999568943650003 97.835679825150024 15.312071772700003 94.047642319350018 187.85189879645003 14.322090334300002 262.40456346015009 23.789355599150003 13.512826932300003 22.604947139800004 4.9552152050000009 41.941595803500007 41.169697216150006 5.2714636949000004 172.46189488870002 186.52991945525002 39.104631750950013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 -8 9 10 11 12 17 -13 15 16 -14 -5 -19 -20
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 -12 13 14 -15 -16 -17 -18 18 19 -21
leaf_value=-0.014094833818198907 0.023854876616018473 -0.016990445769009248 0.01818432863790433 -0.010269533483866913 -0.023416185908165035 0.027838214559489618 0.0045051789683367366 -0.044801225615589461 0.021121098672066057 -0.02548636176104728 0.020139568542034306 -0.044820889430212049 0.012954667705998733 0.0028926665627407163 -0.032651730623857685 0.030359135146355326 -0.037136534795752643 0.049000253728282039 -0.0022645145252668908 0.029926474755761469
leaf_weight=0.001230671570720143 0.0011750259071450974 0.001366344721184738 0.0013425809049365514 0.0011017280817972371 0.0014742285483875786 0.0011997041803292188 0.001113454859052644 0.0010262914521068645 0.0017835825618517367 0.0012284636914836776 0.0018251020453732272 0.0011362892592847946 0.0012631291826608049 0.0010415853054277918 0.0013384819447203513 0.0010001042694489648 0.0010249169923284285 0.0010685671052398371 0.0010239686475019827 0.0010430979046750499
leaf_count=420 204 321 119 261 223 102 90 146 141 123 95 78 65 79 131 48 53 96 47 58
internal_value=-3.76295e-06 0.000701845 -0.000460699 0.000564264 -0.000578959 0.00117286 -0.000602541 -0.0191438 0.00189595 -0.000536731 0.00184531 -0.00117853 0.00393766 -0.0220015 -0.00757352 0.00263487 -0.0094834 0.0165063 0.0259142 0.0139799
internal_weight=0.0258073 0.0245766 0.0234016 0.0220353 0.0206927 0.0192185 0.0180188 0.00213975 0.015879 0.0140954 0.012867 0.0110419 0.00886399 0.00217787 0.00462663 0.00328815 0.00228805 0.00423736 0.00313563 0.00206707
internal_count=2900 2480 2276 1955 1836 1613 1511 236 1275 1134 1011 916 759 157 297 166 118 462 201 105
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=18
num_cat=0
split_feature=9 6 6 9 22 21 9 9 9 15 6 20 20 18 6 15 16
split_gain=2.72272e-05 8.43243e-05 0.000100079 8.01656e-05 0.000150494 0.0001045 5.63404e-05 0.000107123 8.96571e-05 8.37353e-05 0.000100567 0.000133061 0.000166594 0.000101402 8.92903e-05 8.02246e-05 0.000141421
threshold=187.70546222865002 16.575387281250006 16.455384477450004 181.61255275325001 -0.156745 13.040554425100002 195.51131808980003 197.58039077460003 199.02473417820002 42.914654887700003 16.405383309150004 42.773538294100007 38.115457128050004 14.582524213600001 13.825323026450002 36.040858416950009 22.594947163200004
decision_type=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 15 -8 -9 10 11 12 -10 -14 -15 -2 -17
right_child=6 -3 -4 -5 -6 -7 7 8 9 -11 -12 -13 13 14 -16 16 -18
leaf_value=-0.0034154312501602697 -0.027243506906542227 0.030175202782917427 -0.026660099948676547 0.028324011376017779 -0.023026705752375774 0.038104139676460064 0.02666136514897656 -0.029577875190365394 -0.026537895748455533 0.021659523978838503 -0.022865234764709343 -0.029152078664992521 0.036634742786846829 0.023038335950507652 -0.0090876330341634459 0.027510645308863629 -0.02029820126393873
leaf_weight=0.0013289843352413148 0.0019287818274034826 0.0011323376828115267 0.0011156184196092767 0.0012604293652703213 0.0017294062185599472 0.0011145937880378542 0.0014605489109471579 0.0010749118186970672 0.0011298028516806852 0.0016218105235653356 0.00199516752387352 0.0011272719751817106 0.0016126128799287542 0.0016587169017685185 0.001808345182561899 0.0010678795536926966 0.0014710393236942489
leaf_count=312 162 238 78 83 521 84 99 77 174 115 165 121 89 250 153 66 113
internal_value=-4.88138e-06 0.00497769 0.000621003 0.00622251 -0.00045314 0.015523 -0.00213626 0.00108735 -0.00201791 0.000686608 -0.00295831 0.00245521 0.00819321 0.015918 0.00628212 -0.0118692 -0.000189607
internal_weight=0.0256383 0.00768137 0.00654903 0.00543341 0.00417298 0.00244358 0.0179569 0.0134892 0.0120286 0.0109537 0.00933192 0.00733675 0.00620948 0.00507967 0.00346706 0.0044677 0.00253892
internal_count=2900 1316 1078 1000 917 396 1584 1243 1144 1067 952 787 666 492 403 341 179
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=19
num_cat=0
split_feature=20 20 21 22 12 23 22 15 16 20 22 10 21 2 4 2 23 22
split_gain=2.53657e-05 0.000105633 8.77553e-05 0.000146107 6.50986e-05 5.40097e-05 5.09791e-05 5.4868e-05 6.06041e-05 0.000168265 0.000104673 0.000124677 8.49615e-05 7.44996e-05 9.60299e-05 0.000106103 6.83832e-05 9.67291e-05
threshold=43.19689381845 42.718072821900002 3.4240268213500005 -0.086339999999999986 316.7844411196001 0.070195000000000021 -0.50001499999999999 43.938093326450009 22.624947093000003 41.261521012900012 -0.14228499999999997 62.197478847950002 5.2714636949000004 68.519383356500015 198.95919911430005 200.56137765870002 0.094625000000000029 -0.069554999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 6 -4 -1 8 10 12 -8 -12 -10 -13 -15 16 17 -16
right_child=2 -3 3 -5 -6 -7 7 -9 9 -11 11 13 -14 14 15 -17 -18 -19
leaf_value=-0.015454258658205478 0.031097739123606406 -0.026619261987992089 -0.027025996854074148 0.024364072390384198 -0.023967885143849538 -0.0012133990090326724 0.028532176201297582 -0.01699652008044095 0.02072231008260321 0.049584706444726234 -0.025962735894620548 -0.018140836729264323 -0.019663764579753513 0.026257835858277762 0.019602635313640395 0.025945759420250715 -0.030038327267735972 -0.021158994786395675
leaf_weight=0.0015346459098368658 0.0011070018229759615 0.0015718711246609013 0.0014011751474128252 0.0016423616754752401 0.0010310134799299151 0.0019232198880814906 0.0012975599163898921 0.0011853637235964007 0.0010655443817881869 0.0010818450720699868 0.0017386683914327574 0.001311018143866821 0.001019110972862336 0.0019975854087829065 0.0012474981176789251 0.0011700662923676028 0.0010599642405880734 0.0010915953979770464
leaf_count=188 84 187 206 243 189 281 252 119 57 60 139 87 47 152 120 171 147 171
internal_value=-2.68001e-06 -0.00176806 0.00563705 -3.76844e-05 0.000422606 -0.012093 0.00191941 0.00366595 0.00540542 0.0175853 0.00187162 -0.00172574 0.00097905 0.00362353 0.0079687 -2.71616e-05 -0.00896789 0.00058022
internal_weight=0.0254771 0.0194034 0.00607376 0.00496676 0.0178315 0.0033244 0.0168005 0.0152658 0.0140805 0.0031665 0.010914 0.0096164 0.00208466 0.00787773 0.00656671 0.00456912 0.00339906 0.00233909
internal_count=2900 2086 814 730 1899 487 1710 1522 1403 164 1239 987 104 848 761 609 438 291
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=20
num_cat=0
split_feature=9 0 13 5 15 20 6 15 10 20 6 2 21 9 17 6 22 16 20
split_gain=2.53464e-05 5.6278e-05 8.0672e-05 8.74796e-05 5.03837e-05 6.16847e-05 6.51543e-05 9.94733e-05 0.000125232 8.1039e-05 9.15675e-05 8.93911e-05 7.29148e-05 6.01632e-05 0.000121425 7.99817e-05 9.45448e-05 5.78901e-05 0.000161007
threshold=38.559541491950007 105.70748523110002 98.238948544700023 13.361597395450001 22.129384464550004 34.997818021800008 13.665319288000001 28.566186095050004 69.873026810350026 38.592454371550012 16.585387514950003 107.21413536925002 7.955730860150001 204.88165762580005 197.71582798205003 16.375382608200002 -0.053019999999999991 22.584947186600004 41.840895355800008
decision_type=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 12 9 11 13 -9 -8 14 15 -11 17 -17 -19
right_child=1 -3 3 4 5 6 7 8 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20
leaf_value=-0.01409464282339733 -0.024469373858442774 0.023889405678368357 0.029659331523445898 -0.016029227602553341 0.025114293117890363 -0.022856100644825607 0.005945651560881695 0.039953500117346774 -0.032775717436000044 -0.019016877645622456 -0.027118953727652925 -0.00093827758396285198 0.038986547952944164 0.017322577100233608 -0.028964541876542266 0.036701543028986955 -0.016010737302050927 0.031662676957040441 -0.019304128601652669
leaf_weight=0.0012146855956734854 0.0013028050140789288 0.0010038456443900853 0.0010254876617250544 0.0018460824087961269 0.0010267802520786953 0.0011745307883296299 0.0017415906443812015 0.0010282264520355975 0.0012049702801113513 0.001270885446140348 0.001334962542763469 0.0011135393650363312 0.0010833769120459635 0.0017967257653689339 0.0014559427083655763 0.001068754685327182 0.0011262344523423964 0.001388322149859178 0.0011197489552609418
leaf_count=420 279 286 114 242 103 163 190 39 189 81 120 57 107 123 91 54 82 75 85
internal_value=-1.11373e-08 0.000710008 -0.000296898 0.00114728 -0.000259734 0.00127776 -8.89578e-05 0.0015091 -0.00196572 0.000956748 -0.00264 0.0186932 0.0186169 0.000901767 -0.00306918 0.00324192 0.00925681 0.0172128 0.00890813
internal_weight=0.0253275 0.0241128 0.023109 0.0218062 0.0207807 0.0189346 0.0179078 0.0167333 0.0139083 0.0127033 0.0105616 0.00214177 0.00282497 0.00922661 0.00742989 0.00597395 0.00470306 0.00357683 0.00250807
internal_count=2900 2480 2194 1915 1801 1559 1456 1293 996 807 711 96 297 591 468 377 296 214 160
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=19
num_cat=0
split_feature=9 12 2 16 20 5 22 16 3 23 17 8 17 9 22 16 9 21
split_gain=2.28022e-05 4.68083e-05 5.74171e-05 0.000111179 6.90387e-05 6.77728e-05 7.52715e-05 9.62295e-05 0.000103369 8.93798e-05 0.00011463 8.72738e-05 8.98442e-05 0.000129475 0.000113893 0.00015204 8.58273e-05 4.72138e-05
threshold=223.24918598180003 327.98456567570003 248.59864686230003 13.534968349350001 47.833738492450003 23.721757872050002 -0.036264999999999999 22.604947139800004 86.302194445500007 0.10236000000000002 189.27091549140002 8.6432548896500023 187.59608338195002 189.54401862130001 -0.081474999999999992 20.874951185300002 190.24759545780003 7.5091558130000005
decision_type=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 9 8 -8 11 -11 12 16 -14 15 -15 -5 -4
right_child=-2 -3 17 4 -6 -7 7 -9 -10 10 -12 -13 13 14 -16 -17 -18 -19
leaf_value=-0.028446420407402102 0.014337496989177623 -0.017019655859095185 0.0012237729962263342 -0.041244896310048754 0.024655285537165644 -0.018252107678951131 0.019883076615893797 0.038294038387943444 -0.014913995389156637 0.0023187326598334969 -0.042597027190169889 0.025576712379020747 0.032591337764121119 0.0058764591368076343 0.021151021494404031 -0.037885913376622248 -0.00043358011117264063 0.031299691310270002
leaf_weight=0.0013820841958468192 0.0010627806278875737 0.0016250033370232625 0.0010378439669187457 0.0010026753442713351 0.0011520582098941681 0.0019392737411837646 0.0018990153825062884 0.0010925990003087804 0.001550911159403201 0.0011168329078543584 0.0011566557552109558 0.0013042092746478051 0.0012455994605611725 0.0017511671040070162 0.0012979741618461896 0.0014522627272741673 0.0010601460786920924 0.0010500364177841726
leaf_count=513 132 279 166 81 88 405 171 67 131 65 101 85 88 172 95 70 71 120
internal_value=2.35497e-06 -0.000629379 0.000554821 -0.00106145 0.00092833 -0.000601377 0.00154737 0.012431 0.00424009 -0.00279414 -0.0205325 0.00163068 -0.00236821 0.0040577 -0.00383795 -0.013963 -0.0202707 0.0163495
internal_weight=0.0251791 0.0241163 0.0224913 0.0204035 0.0190214 0.0178693 0.01593 0.00454253 0.00344993 0.0113875 0.00227349 0.00911403 0.00780982 0.005747 0.0045014 0.00320343 0.00206282 0.00208788
internal_count=2900 2768 2489 2203 1690 1602 1197 369 302 828 166 662 577 425 337 242 152 286
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=20
num_cat=0
split_feature=20 20 20 12 21 9 19 14 14 22 22 22 2 6 21 17 17 22 7
split_gain=2.35365e-05 5.42187e-05 8.46459e-05 7.4007e-05 6.64375e-05 5.30684e-05 0.000125695 7.79791e-05 9.26617e-05 6.17948e-05 0.000134135 0.00015942 9.22436e-05 0.000110422 8.06567e-05 7.89914e-05 0.000113885 7.05718e-05 6.08194e-05
threshold=48.988717865950008 43.19689381845 42.718072821900002 305.60534805505006 6.750392208550001 187.70546222865002 14.351157895250003 372.28674812565004 319.73030290815007 -0.062629999999999991 -0.091779999999999987 -0.081169999999999992 187.77144079505004 14.980350013450002 3.2025200283000004 192.2469332606 200.96259924040001 -0.14143499999999998 24.891451065550005
decision_type=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 -1 8 9 10 15 -12 13 18 -15 17 -17 -7 -11
right_child=-2 3 -4 -5 -6 7 -8 -9 -10 12 11 -13 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0029161245425384321 -0.013378600319167515 0.018023000974482919 -0.024084370333993493 0.034436234858088388 -0.0086995182839231591 -0.0017013134651884144 0.04021406654044582 -0.0281657531280218 0.029175740120434515 0.030016302737065501 -0.057118568010033177 -0.0046063571842567905 0.030330967844382425 0.0027123120303421807 -0.036091307181648651 -0.031809286147236424 0.011778593320448692 0.03398651291200127 -0.0033450127721093323
leaf_weight=0.0018819115509660011 0.00124927772684245 0.0017492797292810022 0.0015489065847103167 0.0010002400259934152 0.0019873987893069822 0.0012066253827532208 0.0010542172067173894 0.0010689980786609344 0.0010004521526478247 0.0011745084155693527 0.0010517159090488032 0.001283858387892467 0.0011736116582632405 0.0010333890365501475 0.0011121761547194936 0.0012820426505677496 0.0011258029590895946 0.0010246326039393353 0.0010219177256212131
leaf_count=556 242 190 187 90 292 97 56 156 108 60 113 105 101 60 71 87 131 69 129
internal_value=4.14282e-07 0.000703228 -0.00167807 0.0102772 0.0038103 0.00030556 0.0125698 -0.00216765 -0.000107577 -0.00245313 -0.00870808 -0.0282528 0.00545649 -0.00126692 -0.0174019 0.00113176 -0.0114295 0.0146872 0.0144945
internal_weight=0.025031 0.0237817 0.0190448 0.00473692 0.00373668 0.0174959 0.00293613 0.0145597 0.0134907 0.0124903 0.00697468 0.00233557 0.0055156 0.00434199 0.00214557 0.0046391 0.00240785 0.00223126 0.00219643
internal_count=2900 2658 2086 572 482 1899 612 1287 1131 1023 602 218 421 320 131 384 218 166 189
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=21
num_cat=0
split_feature=23 23 23 20 13 16 23 23 20 10 6 22 23 17 8 15 13 22 10 22
split_gain=2.22548e-05 7.16678e-05 9.5143e-05 9.65591e-05 9.43006e-05 5.73936e-05 8.97217e-05 0.000157646 0.000149017 0.000140915 0.000138196 7.46534e-05 6.76964e-05 6.58316e-05 9.12993e-05 9.42832e-05 9.21846e-05 0.000112431 4.3288e-05 3.37918e-05
threshold=-0.25765499999999997 -0.21013499999999999 1.0000000180025095e-35 39.039757512550004 105.42250866925001 14.184966829400002 0.088565000000000019 0.090390000000000012 39.788107623550012 72.026481772850005 15.365359009150003 -0.095714999999999995 0.083795000000000022 200.83528241485001 8.543332867800002 41.211223942950006 117.38883580790001 -0.098345000000000002 62.079186690200011 -0.078219999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -4 8 -8 -7 10 -10 -12 -13 14 15 16 17 -9 -16 -15
right_child=1 2 5 -5 -6 6 7 13 9 -11 11 12 -14 19 18 -17 -18 -19 -20 -21
leaf_value=-0.013984718944237967 0.039776033221950072 0.0033334711165279897 -0.015298225029370225 -0.037398118059686326 -0.0032315256263726918 -0.016993363067676095 -0.0401384697728141 0.03816078367955128 -0.020854276112570541 0.049510858985553019 0.043591084648631172 0.028302266087857922 -0.0079929676572147879 -0.0011091812681643075 -0.027026293785579164 0.03482346371573964 -0.017041259154265839 -0.0018814905092288466 0.0020965805117549568 -0.026452279397595271
leaf_weight=0.0010883590055377817 0.0010335646018178593 0.0010191062948018623 0.0018863456645911636 0.0013569785499397613 0.0010061212993894841 0.0013933623565323119 0.0010133978224620152 0.0012021480194572822 0.0010296262424677183 0.0012243773804561098 0.0010198897836768417 0.0010477057279494328 0.0010085817189468549 0.001007747352215151 0.0010221801098086068 0.0013878160725478983 0.0013271723320533724 0.0016827605044666977 0.0010193689492569279 0.001100883182743928
leaf_count=228 128 116 597 259 76 128 92 83 124 162 65 60 85 119 83 102 69 152 75 97
internal_value=-1.34376e-06 0.000638399 -0.00104246 -0.0199283 0.0185616 0.00127383 0.00306148 -0.00259979 0.0121244 0.0197361 0.010857 0.0214711 0.0104999 0.00130189 0.00561833 0.0122182 0.00477012 0.0148042 -0.0124849 -0.0143404
internal_weight=0.0248775 0.0237891 0.0217494 0.00237608 0.00203969 0.0193734 0.017487 0.0107635 0.00672354 0.00533018 0.0041058 0.00307618 0.00205629 0.00975008 0.00764145 0.0055999 0.00421208 0.00288491 0.00204155 0.00210863
internal_count=2900 2672 2468 375 204 2093 1496 872 624 496 334 210 145 780 564 406 304 235 158 216
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=20
num_cat=0
split_feature=16 19 16 13 0 9 17 21 20 5 10 3 6 18 17 15 6 9 4
split_gain=2.29949e-05 0.000107807 9.66052e-05 8.78221e-05 0.00014733 7.24687e-05 6.79194e-05 8.51865e-05 8.11157e-05 0.000109108 6.35441e-05 0.000106762 8.59548e-05 6.35385e-05 0.000145943 0.000138467 7.60467e-05 6.33906e-05 6.11672e-05
threshold=18.634956423400002 12.851036860900001 18.984955604900005 112.82921081865001 90.259604813550013 201.97224908750002 189.90635174060003 10.738578069800001 40.08085804200001 18.152162791050003 64.434276012450013 92.359290613450014 16.385382841850003 13.3584252364 188.16174763880002 42.133814420300006 16.575387281250006 192.79514127745003 258.12734058420006
decision_type=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 10 -3 8 18 -1 -10 11 -5 -13 14 16 -15 -14 -16 -8
right_child=2 5 3 4 -6 -7 7 -9 9 -11 -12 12 13 15 17 -17 -18 -19 -20
leaf_value=0.014769457844399115 0.029659625630115007 -0.0056885642908157605 -0.019655696240100058 0.025623543862471246 0.03940230145998877 -0.042103953310660032 0.01683361446792379 0.031512387637370173 -0.037281742276781125 0.0060278393063351665 -0.024183230942490613 -0.028361972260250719 -0.01967144066828988 -0.039633792505697429 0.04352746689382124 0.0099308743823084515 0.011012734950664859 0.0095617651371452551 -0.01780161110035006
leaf_weight=0.0010948985326543238 0.0011940980557618155 0.0011275553575766 0.00195316297979753 0.001640591931959535 0.0010285457116339112 0.001060453310336662 0.0010037288860361357 0.0013651104095950967 0.0013178387823856849 0.0010413255215424091 0.0010004219806205592 0.0010961368842218886 0.0018136377204860969 0.0010291360154933704 0.0011498132375895587 0.0012461262408175466 0.0014562381232858801 0.0010523755014074654 0.0010363835006228922
leaf_count=268 104 233 156 93 63 217 123 169 277 216 46 70 130 76 76 89 124 72 298
internal_value=3.42477e-06 -0.00401024 0.00232221 6.56643e-05 0.00314398 -0.0233379 0.00215498 0.0121769 -0.0077252 -0.0181651 -0.000103303 0.00219448 -0.00215195 0.00155639 0.00739599 -0.012488 -0.00600625 0.027296 -0.000761189
internal_weight=0.0247076 0.00904729 0.0156603 0.0144662 0.012513 0.00218801 0.00685929 0.00340522 0.00345406 0.00235916 0.0114845 0.0104841 0.00884346 0.00774733 0.00547206 0.00227526 0.00326988 0.00220219 0.00204011
internal_count=2900 1801 1099 995 839 450 1351 590 761 493 776 730 637 567 402 165 254 148 421
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=18
num_cat=0
split_feature=9 9 22 16 19 22 16 16 17 14 10 6 23 21 8 23 22
split_gain=2.21497e-05 4.79448e-05 0.000142743 5.70593e-05 0.000102162 7.52743e-05 0.000122084 8.12542e-05 9.79309e-05 0.000146178 0.000112684 0.000115254 9.23968e-05 0.000127567 0.000126031 0.000174018 5.41878e-05
threshold=223.24918598180003 210.70699256735003 -0.091779999999999987 11.934972090850001 11.950964240300001 0.20327000000000003 15.444963882950001 16.344961778400002 203.77077094980004 314.01641298495002 70.026268923800004 15.745367888000002 0.083415000000000031 5.1084261806000013 8.543332867800002 0.097615000000000021 -0.085249999999999992
decision_type=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 -6 -8 9 10 11 -9 13 -13 15 16 -14
right_child=-2 2 -4 4 5 -7 7 8 -10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=-0.018962682934163658 0.014200841652558178 0.012675707396211567 -0.033626933600097463 0.025001831823884949 -0.035674779991164911 0.022636227776309345 0.027311519492516808 0.026665217709004818 0.021915911124548465 -0.033883781002400602 -0.026841353232159311 0.040891051900691928 -0.002259866564120539 -0.0064022185604510288 -0.031284647389149663 0.023166507486278434 -0.034315827237701546
leaf_weight=0.0013402300354125865 0.00105171181136987 0.0011927857986212542 0.0015069833573308341 0.0018090614936513314 0.0010008319259693079 0.0013616601327765395 0.0010435266826221814 0.0017293364439785472 0.0015753918447727342 0.0014953585149354584 0.001426450032915417 0.0010468658051501142 0.0010332920245823564 0.0012530081957341024 0.0017156400341891212 0.0018885850386611835 0.0010769364731202367
leaf_count=523 132 135 206 248 160 110 104 84 150 188 225 125 66 139 118 108 79
internal_value=2.83739e-06 -0.000632685 -0.01317 0.000994908 0.00236969 4.95719e-05 -0.00183897 0.000376619 -0.00159709 -0.00452175 -0.00059101 0.00325198 -0.00180014 0.0151249 -0.00861191 0.00111554 -0.0186193
internal_weight=0.0245477 0.0234959 0.00269977 0.0207962 0.0194559 0.0176469 0.0162852 0.0152844 0.0142409 0.0126655 0.0111701 0.00974366 0.00801433 0.00229987 0.00571445 0.00399881 0.00211023
internal_count=2900 2768 341 2427 1904 1656 1546 1386 1282 1132 944 719 635 264 371 253 145
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=19
num_cat=0
split_feature=16 7 15 21 5 17 22 5 6 18 7 6 20 9 15 23 0 16
split_gain=2.48931e-05 0.000102138 4.12613e-05 8.33602e-05 9.14039e-05 7.65594e-05 7.27074e-05 7.55178e-05 4.3924e-05 0.000164549 0.000128998 7.14099e-05 7.10177e-05 0.000107623 7.6084e-05 0.000181309 7.26448e-05 4.85806e-05
threshold=9.6249774926000011 26.752366550650006 17.382777826050003 16.464809133250004 29.040033326300005 173.06150329755005 -0.58350999999999986 23.721757872050002 14.815346158200002 15.269763541350001 24.071745547300001 13.665319288000001 39.420767558750008 197.33595066125002 37.434800281900003 0.087605000000000016 86.103248543850015 22.604947139800004
decision_type=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 8 9 10 -8 -11 13 -10 15 -14 -16 -18
right_child=1 -3 3 -5 -6 6 7 -9 12 11 -12 -13 14 -15 16 -17 17 -19
leaf_value=0.014907351935660205 0.019677283680031483 -0.027981445901588211 -0.027050993053278755 -0.027866804854787593 0.029776958482090055 0.027084171193588077 -0.0016735180577754018 -0.019788445331196194 0.0037393461952692757 -0.0030717775997295888 -0.046449446289112656 0.031589076159529716 0.014823308803886315 0.044406773510016373 -0.0074299704348111621 -0.034055398196129391 0.0077609312493036493 0.035228802627566558
leaf_weight=0.0010710988910451113 0.0011135596244551535 0.0012945743764127228 0.0010094727776626044 0.0010264893997710958 0.0010707044269156743 0.0010272049037645002 0.001336859369238841 0.0017814263828634996 0.0016768126497459512 0.0012647084407792636 0.0012404264835554901 0.0011214925015408106 0.0014145185058787035 0.0010634541846490375 0.0016082469523928111 0.001637314350055874 0.0014997577400759354 0.0011283109475144215
leaf_count=354 219 317 217 115 140 70 165 239 79 194 214 87 98 60 83 114 68 67
internal_value=1.00934e-06 -0.000683783 0.000921014 -7.79827e-05 0.00135682 -0.000260911 0.00125836 -0.000323221 0.00198975 -0.00570413 -0.0232238 0.0132185 0.00579778 0.0195217 0.000637718 -0.0114002 0.00930982 0.0195537
internal_weight=0.0243864 0.0233153 0.0220208 0.0209072 0.0198807 0.01881 0.0178005 0.0167733 0.0149919 0.00496349 0.00257729 0.0023862 0.0100284 0.00274027 0.00728815 0.00305183 0.00423632 0.00262807
internal_count=2900 2546 2229 2010 1895 1755 1538 1468 1229 660 379 281 569 139 430 212 218 135
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=19
num_cat=0
split_feature=22 23 22 8 13 10 15 15 9 13 3 6 22 23 9 9 4 22
split_gain=2.35219e-05 0.000262752 6.40731e-05 0.000105896 7.39683e-05 6.02726e-05 0.000203138 0.00011583 4.60395e-05 4.45413e-05 0.00011181 0.000159046 0.000115732 7.83241e-05 7.09222e-05 0.000114027 5.71242e-05 5.19065e-05
threshold=-0.24103499999999997 0.091705000000000023 -0.15818499999999999 2.8477776226000002 98.238948544700023 75.403185184700007 26.744537432900007 28.566186095050004 204.17620834730005 117.55283175385001 92.243686913800005 15.785368822600002 -0.073724999999999999 0.09310000000000003 186.67271206880002 193.60452210450003 277.00048312305006 -0.0086649999999999991
decision_type=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 -6 -8 -7 10 11 12 -9 -12 -11 -16 -17 -14
right_child=2 -3 4 -5 5 8 7 9 -10 14 13 -13 17 -15 15 16 -18 -19
leaf_value=-0.044984440791449934 0.039328358691102197 0.016089821859955403 -0.019821834316508403 -0.0016342092846154078 -0.042390893732657385 0.031469451449070561 0.03497796326390306 -0.031118409313953373 0.0027835572966723216 0.029634804061399359 -0.039857646879014816 0.027545268718027656 0.022094381209346658 -0.0031319530294377043 -0.025858248442028484 -0.0015440780878846457 0.027330031030100489 -0.010044362061949854
leaf_weight=0.0011758272977400444 0.0011054427861273272 0.0017570005697940955 0.0018567715930231437 0.001470821313731302 0.0011033820816366427 0.0010701854399657864 0.0010003292941984663 0.0014411400210085339 0.0011724449674356818 0.0010798832165024308 0.0012916856337766847 0.0017460700462947898 0.0010043639610024524 0.0010550045712349378 0.0011445025887593108 0.0014955858637872854 0.0012644748491262613 0.0010057652761205097
leaf_count=306 123 165 593 191 232 145 76 169 118 57 118 103 64 76 81 104 92 87
internal_value=3.13892e-07 -0.00839603 0.00115599 0.0159423 -0.000877657 0.00120681 -0.00113291 0.002232 0.0164725 -0.000382579 -0.0052292 0.00295122 -0.00949142 -0.0233468 0.00695285 0.000679718 0.0116841 0.00601381
internal_weight=0.0242407 0.00293283 0.0213079 0.00257626 0.0187316 0.0168748 0.0146322 0.0135288 0.00224263 0.0125285 0.00754403 0.00519734 0.00345127 0.00234669 0.00498445 0.00390456 0.00276006 0.00201013
internal_count=2900 471 2429 314 2115 1522 1259 1027 263 951 617 423 320 194 334 277 196 151
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=19
num_cat=0
split_feature=17 13 0 16 17 12 4 23 9 16 4 22 18 17 15 18 5 18
split_gain=2.42194e-05 0.000115352 0.000141315 9.55887e-05 8.68492e-05 5.92959e-05 9.29645e-05 8.594e-05 0.000143636 5.05323e-05 7.29901e-05 0.000101983 5.86971e-05 7.73152e-05 4.66936e-05 0.000134558 7.92344e-05 3.22773e-05
threshold=201.78545703200004 115.02030419500001 96.249489528150022 16.514961380800003 199.88268747760003 225.59153217100001 277.00048312305006 -0.21013499999999999 195.29234479735001 15.444963882950001 240.32447338110003 -0.081169999999999992 12.949570119650001 186.34046889365004 30.124327028350006 13.512826932300003 21.564786815050002 12.752103815600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 9 -7 -9 -1 12 -12 17 -14 -15 16 -16 -11
right_child=1 -3 3 -5 -6 7 -8 8 -10 10 11 -13 13 14 15 -17 -18 -19
leaf_value=-0.015491912650711466 -0.041941391936247456 0.018914442105473522 -0.018610375050299905 0.021938974941357124 0.027175017262139237 0.0087991509051344643 0.028856177563005642 -0.049301990752569497 0.0001362000060961509 0.0034442183456885409 -0.03506291237792751 0.0084017520443693556 0.033561960425852647 0.020938333546867968 -0.0088049364742555057 -0.028836217722866299 0.026665247613958377 -0.019996954176604645
leaf_weight=0.0017572437937599618 0.0012950774982213187 0.0013386587369772496 0.0013262880722136926 0.0010350401397414277 0.0012433365794405895 0.0013402074637695049 0.0012475393509527059 0.0011006392656711791 0.0012609400169988315 0.0013607029864491429 0.0011007070723448587 0.0010593852181910455 0.0012899063557297863 0.0015360827624523177 0.0010443492114973196 0.0011173728136126826 0.0015864732691162065 0.0010336076298285146
leaf_count=376 143 91 349 121 110 130 210 290 156 186 123 90 112 134 53 77 79 70
internal_value=-1.71505e-06 -0.00620059 -0.0153955 -0.000836393 0.00162125 -0.000160167 0.00279075 -0.0114267 -0.022905 0.000267228 0.00275565 -0.0137463 0.00673021 0.0116124 0.00625449 0.000236772 0.0125848 -0.00667518
internal_weight=0.0240736 0.00499506 0.00365641 0.00236133 0.0190785 0.0178352 0.0141334 0.00370179 0.00236158 0.0128858 0.0111286 0.00216009 0.0089685 0.00657418 0.00528428 0.0037482 0.00263082 0.00239431
internal_count=2900 704 613 470 2196 2086 1510 576 446 1300 924 213 711 455 343 209 132 256
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=18
num_cat=0
split_feature=7 7 23 23 22 23 15 19 5 7 22 6 15 18 21 21 20
split_gain=2.25714e-05 0.000115428 6.43275e-05 9.94295e-05 0.000102451 0.000129754 9.14236e-05 0.000140954 8.7109e-05 5.90202e-05 9.38961e-05 7.65265e-05 5.88661e-05 0.000103641 5.71862e-05 5.19968e-05 3.54697e-05
threshold=24.176224535650004 23.789355599150003 0.10236000000000002 0.091545000000000029 -0.23557500000000001 0.087725000000000011 27.576031546750006 14.251149826300002 21.746930049350002 25.396105459650006 -0.013805 14.355335410100002 14.069954549750003 16.255760498500003 6.8125785082500014 4.7627705569500014 41.558544840500012
decision_type=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 -9 10 11 -2 -11 -14 -5 -4 -3
right_child=9 16 15 14 5 -7 7 8 -10 12 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.030841358075869092 -0.042106686516999878 0.010905746852165749 -0.031151961432623432 0.033141166392552671 0.025172186612794235 -0.030035366355956244 -0.032971867306932842 0.033128674459616675 -0.0040359726682567864 0.024012900588901528 0.010955332128795053 -0.0093622880762098369 0.016165319158529416 -0.01797385569232831 0.0020576127128153795 -0.0025131323689588226 0.036356915233449312
leaf_weight=0.0011448276510760934 0.0011644166932657826 0.0010998896968578411 0.0011559168038133274 0.0013973879963239963 0.0019465929404768705 0.0010909129921193549 0.0010320093018301169 0.0010409268901696578 0.0016001778725902582 0.0010962125410854157 0.0012095168172329153 0.001844070984622137 0.0016294805645510192 0.0019575495021148326 0.0010267727793989989 0.0014039866539347686 0.0010904424271138136
leaf_count=217 175 79 65 103 354 102 111 58 115 350 133 187 225 360 68 123 75
internal_value=-4.70893e-06 0.00235874 -0.00126085 0.00227136 -0.00319206 0.0015249 0.00765146 -0.00163377 0.0106116 -0.00399542 -0.0125756 -0.0220358 0.00373237 -0.00246545 0.0199755 -0.0154449 0.0235764
internal_weight=0.0239311 0.0150298 0.0128395 0.0102796 0.00785545 0.00671062 0.00561971 0.00367311 0.0026411 0.00890125 0.004218 0.00300849 0.00468324 0.00358703 0.00242416 0.0025599 0.00219033
internal_count=2900 1470 1316 1128 957 740 638 284 173 1430 495 362 935 585 171 188 154
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=20
num_cat=0
split_feature=9 3 13 5 6 19 16 17 16 10 3 9 6 9 18 17 7 20 6
split_gain=2.43303e-05 5.49445e-05 8.3119e-05 7.858e-05 7.45254e-05 4.63337e-05 0.000145399 0.00010769 8.07861e-05 0.000106376 8.17691e-05 0.000116642 8.76343e-05 8.22783e-05 5.77877e-05 0.00011794 8.90157e-05 6.21126e-05 4.85782e-05
threshold=38.559541491950007 74.63428615940002 98.238948544700023 13.922841871800001 13.665319288000001 12.851036860900001 18.634956423400002 184.18061320350003 18.984955604900005 66.697957758300021 92.359290613450014 205.07255049940002 16.385382841850003 196.98862600660001 13.3584252364 188.16174763880002 23.633329316050006 41.811877919650009 16.575387281250006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6 -8 10 11 13 -12 -10 15 18 -16 -17 -14
right_child=1 2 3 4 5 6 8 -9 9 -11 12 -13 14 -15 16 17 -18 -19 -20
leaf_value=-0.014255608985820935 0.022570441341714778 -0.02732497756974896 0.024389885335842659 -0.021817359048250513 -0.0083540558521080412 -0.037266829209513561 0.028893494547472205 0.037039129958948112 0.022395251108793791 -0.024394696978453662 -0.029449731519205158 0.040670594271068533 -0.016199074293437917 -0.017440090786157877 -0.030571066192343083 0.041481215847957068 0.0099370181900685847 0.0073115344087503606 0.0085151140277483304
leaf_weight=0.0011406509066667582 0.0010944580077788457 0.0010884295446207627 0.001345879211038791 0.0015247802296171056 0.0010075250300053762 0.0010139060019905268 0.0010302169252706531 0.0010859332114616649 0.0010088934923544466 0.0015965902185144385 0.001028446187797601 0.0012416196864020179 0.0017334003527176758 0.0010667152423593507 0.0011849125381641623 0.0011357339276143463 0.0010005555243937092 0.0010007281480319263 0.0014696504233646934
leaf_count=420 307 261 138 232 191 229 92 76 50 133 68 78 130 54 96 70 70 78 127
internal_value=-5.02762e-06 0.000712364 -0.000397023 0.0010344 -0.00060879 0.00122812 -0.000656572 0.0151926 0.00190383 -0.000160822 0.00309861 0.0164258 -0.00207002 0.00192272 0.001672 0.00727842 -0.0120256 0.025476 -0.0048595
internal_weight=0.023799 0.0226584 0.0215639 0.0204755 0.0191296 0.0176048 0.0155114 0.00209346 0.0144975 0.0134672 0.0118707 0.00331723 0.00855343 0.00207561 0.00752498 0.00533951 0.00218547 0.00213646 0.00320305
internal_count=2900 2480 2173 1912 1774 1542 1275 267 1046 954 821 182 639 104 571 405 166 148 257
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=17
num_cat=0
split_feature=17 13 0 16 17 12 16 4 16 17 4 14 21 8 21 23
split_gain=2.45709e-05 8.53957e-05 0.00011953 7.93427e-05 6.69981e-05 5.14014e-05 7.98513e-05 7.29508e-05 5.89645e-05 5.81507e-05 0.000103513 0.000129319 8.91247e-05 7.35425e-05 0.000112522 7.39953e-05
threshold=201.78545703200004 115.02030419500001 96.249489528150022 16.514961380800003 199.88268747760003 225.59153217100001 16.244962012200002 277.92641379865006 15.444963882950001 193.92177542215003 239.70509694970005 212.64719038130002 2.9845679401500003 8.3434888241000014 3.8630079405000006 0.086355000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 7 -7 8 -1 10 11 13 -11 15 -15 -10
right_child=1 -3 3 -5 -6 6 -8 -9 9 12 -12 -13 -14 14 -16 -17
leaf_value=-0.016198011777763654 -0.039104738040125098 0.015484569823816394 -0.017221249961512936 0.020041343911590976 0.024335528975394604 0.0046630002206677719 -0.025011014342709383 0.027625270250409624 -0.034864947835655018 0.03450295986967955 -0.024446156348325858 0.032937380943569912 -0.001910098451688884 -0.011157226257693663 0.027224993624488259 -3.7863385900904371e-05
leaf_weight=0.0017749263287590864 0.0012604012626129934 0.0013146942978763398 0.0013004221402303688 0.001019343365146641 0.0012167640304316515 0.0017713846335220742 0.001858032302037055 0.0010937137667917001 0.0010612589788596694 0.0013394670774649073 0.0015027336496173382 0.0012991160426252257 0.0013492769160090567 0.0015073462718671049 0.0015483760378974809 0.0014348944329181101
leaf_count=380 143 91 349 121 110 298 278 200 179 72 164 100 119 93 100 103
internal_value=-2.51635e-06 -0.00631194 -0.014316 -0.000847449 0.00164398 6.98928e-05 -0.0105282 0.00283495 0.000719579 0.00343885 -0.000678132 0.00453528 0.01623 -0.0021107 0.00829157 -0.0148449
internal_weight=0.0236522 0.00489486 0.00358017 0.00231977 0.0187573 0.0175405 0.00362942 0.0139111 0.0128174 0.0110425 0.00835373 0.00685099 0.00268874 0.00555188 0.00305572 0.00249615
internal_count=2900 704 613 470 2196 2086 576 1510 1310 930 739 575 191 475 193 282
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=18
num_cat=0
split_feature=7 7 23 23 22 23 21 21 13 23 22 7 19 17 17 4 5
split_gain=2.40945e-05 9.30496e-05 6.00735e-05 7.69048e-05 8.19323e-05 0.000120636 8.43843e-05 0.000105342 6.99319e-05 5.59782e-05 9.90538e-05 6.84994e-05 8.38465e-05 0.000143226 4.79162e-05 4.77522e-05 3.75561e-05
threshold=24.176224535650004 23.789355599150003 0.10236000000000002 0.091545000000000029 -0.23557500000000001 0.087725000000000011 2.0547139412000006 6.415941214150001 117.49368567500001 0.070195000000000021 0.06041500000000001 24.673428656250003 13.251069136700002 193.11174173740002 187.85189879645003 202.07185322905005 20.766972852450003
decision_type=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 -9 -2 11 -11 13 -13 -4 -5 -3
right_child=9 16 14 15 5 -7 7 8 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.027248228832399014 -0.02176466158248791 0.035855871581945663 0.0018065439106479974 0.0022915776789180129 0.028392001583495537 -0.028899180926605528 -0.019556213216316665 -0.00058428359962133458 0.033621331180817914 -0.028617320861432496 0.023298471751310442 0.010772758911636107 0.015432312534762608 -0.03390156036443772 -0.026165958044988277 0.030844181818178409 0.0093405563015449052
leaf_weight=0.0011174412582533539 0.0014971205043924083 0.0010013527900401701 0.0010437490281229624 0.0010412313380634419 0.0014789822290571355 0.0010587508710800976 0.0015930363753396334 0.0014598934600634703 0.0010120342717487851 0.001109922569405516 0.0014067913126674016 0.0014227096420056597 0.0018738856271978133 0.0014480709573737925 0.0014817196712177431 0.0013389524772774997 0.0011449755820542862
leaf_count=217 261 91 75 66 181 102 179 220 58 143 187 266 175 398 113 105 63
internal_value=-2.29828e-06 0.00246167 -0.000810639 0.00263854 -0.00220655 0.00203151 0.00793847 0.00049673 0.0134199 -0.00415804 -0.000527984 -0.00625321 -0.00102156 -0.0117617 -0.0146052 0.0183536 0.0217111
internal_weight=0.0235306 0.0147721 0.0126258 0.0101003 0.00772014 0.0066027 0.00554395 0.00406496 0.00247193 0.0087585 0.00726138 0.00585459 0.00474467 0.00287078 0.00252547 0.00238018 0.00214633
internal_count=2900 1470 1316 1128 957 740 638 457 278 1430 1169 982 839 664 188 171 154
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=18
num_cat=0
split_feature=9 18 0 23 23 13 16 10 10 19 3 5 5 23 5 15 16
split_gain=2.1758e-05 4.86343e-05 4.60075e-05 3.91113e-05 8.48039e-05 9.93533e-05 9.01725e-05 0.000116384 0.000114401 0.000144218 7.65821e-05 8.09757e-05 7.69991e-05 0.000123862 7.14647e-05 5.42879e-05 0.000125686
threshold=38.559541491950007 17.140917755100002 98.615332683000005 0.088565000000000019 0.091385000000000022 108.36905878025001 22.614947116400003 61.923256118600001 63.910026677050006 14.151141757350002 84.146051024900018 18.228105795950004 20.717225865800003 0.085880000000000026 21.893521430150003 27.122924609850003 22.624947093000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 -6 8 -8 -7 -10 -2 -12 -13 14 -14 -16 -17
right_child=1 -3 -4 4 5 6 7 -9 9 -11 11 12 13 -15 15 16 -18
leaf_value=-0.013631052009330978 0.025817767312213608 0.016991677663136414 -0.01560131271847633 -0.027040868851658958 -0.028954971565614548 0.033045348745286786 0.014788526432815478 -0.02761144673471972 0.021881592167693614 -0.028614840110780207 -0.025048504700003596 0.024797542114880059 -0.03099130007697451 0.029458032409786134 0.016988790601549054 -0.032112959836896979 0.014899254456663175
leaf_weight=0.0011155371690587208 0.0015265880699279972 0.0016893409753287033 0.0018729095824545237 0.0013460439508323667 0.001017854818969946 0.0017692952676803264 0.0011185573421556017 0.0015368672110649155 0.0012578305997297257 0.0010276804961399932 0.0010127909289365808 0.0015607743548017305 0.0010242991895746739 0.0011149089184859136 0.0011355061161861697 0.0011966934383273176 0.0010836155716962281
leaf_count=420 115 324 356 133 153 101 78 119 101 59 118 149 86 97 255 150 86
internal_value=-2.06456e-06 0.000679971 -0.000657556 0.000836803 -0.00387696 0.000157624 0.00457363 -0.0097511 0.0139546 -0.000824138 0.00526689 0.00140734 0.0051728 -0.000341091 -0.00782363 -0.000876344 -0.00977249
internal_weight=0.0234071 0.0222916 0.0206022 0.0187293 0.00907413 0.00772809 0.00671023 0.00265542 0.00405481 0.00228551 0.00965518 0.00812859 0.0071158 0.00555502 0.00444011 0.00341582 0.00228031
internal_count=2900 2480 2156 1800 744 611 458 197 261 160 1056 941 823 674 577 491 236
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=18
num_cat=0
split_feature=23 23 23 4 23 16 16 16 9 20 6 18 21 0 22 15 17
split_gain=2.292e-05 6.55357e-05 6.56361e-05 0.000108278 6.09273e-05 7.70068e-05 7.39513e-05 5.85039e-05 6.35793e-05 7.69308e-05 8.53621e-05 7.63571e-05 6.68305e-05 0.000103373 8.30277e-05 0.000115742 5.63595e-05
threshold=-0.25765499999999997 -0.21013499999999999 0.070195000000000021 227.97173202615002 0.07968500000000002 13.894967507500002 15.549963637400003 17.844958270700005 214.22994816675003 43.411469133450005 14.855347092800002 12.903279561150002 7.5530726581500014 87.181320254150009 -0.10965999999999999 39.283112803100003 190.58288855405002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 -8 9 10 -9 -12 14 16 -13 -16 -14
right_child=1 2 4 -5 5 6 7 8 -10 -11 11 12 13 -15 15 -17 -18
leaf_value=-0.014524850428643196 0.018448142837654741 0.0016488232613578681 0.020225639209154354 -0.041280642962732414 -0.027070849670250471 0.021022105563660572 -0.022032347693935046 -0.031100969028634646 0.021510944406981966 0.020476655874141991 -0.027034207832779301 0.017622220000515807 0.016209996527524317 0.036993790785634854 -0.032866841826253539 0.0045266658875672194 -0.01671103106267946
leaf_weight=0.0010382814917485874 0.001897749332121077 0.0013909786832366636 0.0015239503075223189 0.0010171564711218811 0.0010356581854772022 0.0016619651049406556 0.0012396993629713955 0.0010972312761424749 0.0013185617911943845 0.0013706928791911164 0.001031797915318323 0.0011105714677510604 0.0010306388701217277 0.0011467803645501817 0.0016383531400805439 0.0016730068105995088 0.0010496166707377741
leaf_count=228 204 158 291 241 425 175 226 162 123 93 68 64 70 62 109 124 77
internal_value=-2.43006e-06 0.000675724 -0.000982739 -0.0164839 0.00109935 -0.000677439 0.00110112 -0.00131429 0.000745837 -0.00171006 -0.00482023 -0.0014984 0.00194623 0.0128881 -0.0060389 -0.0139744 -0.000400684
internal_weight=0.0232727 0.0222344 0.0203367 0.00240814 0.0179285 0.0164046 0.0153689 0.013707 0.0124673 0.0111487 0.009778 0.00868077 0.00764897 0.00322704 0.00442193 0.00331136 0.00208026
internal_count=2900 2672 2468 399 2069 1778 1353 1178 952 829 736 574 506 209 297 233 147
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=18
num_cat=0
split_feature=9 23 20 10 16 19 13 0 10 7 17 17 21 21 21 15 20
split_gain=2.56314e-05 7.90255e-05 8.56095e-05 6.84546e-05 4.32571e-05 7.32532e-05 5.12512e-05 5.88352e-05 9.36466e-05 8.0538e-05 0.000122836 8.76194e-05 8.51127e-05 0.000106876 7.16531e-05 5.68299e-05 8.92375e-05
threshold=207.37918994975004 0.083185000000000023 41.621607100200002 70.284360904350009 11.934972090850001 11.950964240300001 103.90352982555002 95.762878606550018 70.026268923800004 23.124786352450005 191.06791329340004 188.07781354100004 1.2219980417000003 5.7587983756000005 9.9462252872000025 27.288673764350005 39.646013290900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 -7 8 9 10 11 15 -11 -14 -15 -8 -17
right_child=1 2 -4 -5 5 6 7 -9 -10 12 -12 -13 13 14 -16 16 -18
leaf_value=-0.016555722876598591 -0.031168719682291852 0.027739457838548132 -0.021847817113833934 -0.0058238599458783884 0.022945705939464899 -0.016110997040954186 0.015372404982784344 0.023895835523607037 -0.027682646142991919 0.036862840948798027 -0.029987466882217484 0.022417684180909517 -0.014843374332130583 0.03644034364804772 0.00034802100934905897 0.010825224766616341 -0.025815270442489255
leaf_weight=0.0012179861435955902 0.0010244291685979475 0.0012198410910713164 0.0011758446130939078 0.0012108987430987546 0.0016554702896325315 0.0016036230557612751 0.0010022861454607266 0.0012040476113543983 0.001060668854387937 0.0011579106066790246 0.0014052668777622124 0.0016504597551546124 0.0014956874171732082 0.0011903220835818296 0.0010226050173740564 0.0010529653151013507 0.0018026364810016637
leaf_count=507 157 88 177 194 242 338 207 85 159 61 106 105 115 66 61 79 153
internal_value=-4.10701e-06 -0.00665819 0.000303885 0.0110195 0.0016596 0.00294174 0.000825497 0.00275928 0.000777367 0.00333987 -0.0035973 0.00313525 0.0131951 0.00580556 0.0197619 -0.00511405 -0.0123046
internal_weight=0.0231529 0.00463101 0.00360658 0.00243074 0.0185219 0.0173039 0.0156485 0.0140449 0.0128408 0.0117801 0.00691361 0.00550835 0.00486653 0.00370861 0.00221293 0.00385789 0.0028556
internal_count=2900 616 459 282 2284 1777 1535 1197 1112 953 650 544 303 242 127 439 232
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=17
num_cat=0
split_feature=13 15 15 23 23 6 6 18 5 22 22 10 23 17 22 22
split_gain=2.35278e-05 3.80057e-05 5.05173e-05 3.36421e-05 0.000122224 7.61046e-05 0.000183799 6.52419e-05 8.01569e-05 7.12058e-05 9.20079e-05 8.96868e-05 7.53064e-05 7.37207e-05 6.57045e-05 5.71947e-05
threshold=117.99105042915001 45.169600924000008 42.670190152050004 0.098200000000000023 0.11308000000000003 16.565387047600002 16.485385178400005 13.482409244300003 22.120912517600004 0.072320000000000023 -0.058529999999999992 82.570614560500005 0.083905000000000021 199.55131508320002 -0.016334999999999999 -0.079074999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 15 6 7 8 -1 10 11 12 -9 -14 -12 -5
right_child=-2 -3 -4 4 -6 -7 -8 9 -10 -11 14 -13 13 -15 -16 -17
leaf_value=0.029732997821433245 -0.014470195358419992 -0.016300837379788085 0.021473393325493653 -0.038033821559572856 0.012238386254169845 0.025988466981215059 -0.039871200235678771 -0.02423894693042019 -0.005275146488091415 -0.021278721899428938 0.038012951280298961 0.020963748596439638 -0.014857349216675437 0.016250301990225095 0.0033910159577535317 -0.0082233023605391194
leaf_weight=0.001830442237315333 0.0010717621328848173 0.0012401828122988552 0.0012186668386522373 0.0011297734522166252 0.0019018129130302652 0.0012901487438396345 0.0010379728209912739 0.0019321395942101327 0.001017658478874639 0.0013518916630081189 0.0011195339526374679 0.0012713758029157824 0.0014948838183940754 0.0015535417021347933 0.0010739775116189306 0.001495606488078161
leaf_count=120 132 173 97 120 179 229 82 338 103 269 95 363 169 142 151 138
internal_value=-2.67431e-06 0.000703428 0.00172124 0.000486859 -0.00706692 0.00277071 0.000581612 0.00390209 0.0172242 2.93368e-05 0.00344019 -0.0027423 -0.00879368 0.000995764 0.0210615 -0.0210516
internal_weight=0.0230314 0.0219596 0.0207194 0.0195008 0.00452719 0.0149736 0.0136834 0.0126454 0.0028481 0.00979734 0.00844545 0.00625194 0.00498057 0.00304843 0.00219351 0.00262538
internal_count=2900 2768 2595 2498 437 2061 1832 1750 223 1527 1258 1012 649 311 246 258
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=16
num_cat=0
split_feature=5 18 3 9 9 7 7 7 23 12 7 22 21 12 16
split_gain=2.0889e-05 6.78338e-05 4.35059e-05 3.87156e-05 8.65529e-05 5.16198e-05 7.45003e-05 7.0879e-05 4.82006e-05 7.70611e-05 0.000175823 0.000107513 0.00012878 7.89484e-05 5.47377e-05
threshold=7.7286379265000011 16.873483924050003 79.47351079420001 207.37918994975004 215.80505313260002 24.785467646950003 24.176224535650004 23.789355599150003 -0.11050499999999999 177.38501560910001 23.124786352450005 -0.085734999999999992 4.0344380320500006 108.47758681740001 19.314954833200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 14 11 -11 13 -13 -10 -4
right_child=1 -3 3 4 -6 -7 -8 -9 9 10 -12 12 -14 -15 -16
leaf_value=-0.013894766405903697 -0.018073254351456326 0.020158856827557543 0.02575158234981606 -0.023695470366442612 0.0089206951936539238 0.019614197996310548 -0.022417246326662719 0.021761259516286352 -0.0042906960907476543 -0.047515835266828503 0.0051811451078799323 -0.035025467391657301 0.0072406047366042718 0.028419860000075733 -0.004769591744161434
leaf_weight=0.0010335869929388375 0.0013802948281975971 0.0016486049857589715 0.0013457553205891695 0.0018695366487425083 0.001440507384337375 0.0015680393201789053 0.0012898949286577208 0.0017074755169334552 0.0012160886085644898 0.001135985577290638 0.0014303616441974244 0.0012772977619272172 0.0016548615502709474 0.0018762335753445825 0.0010430217897003935
leaf_count=517 241 274 243 228 153 139 140 103 82 228 114 93 114 137 94
internal_value=-2.77152e-06 0.000653352 -0.000935791 0.000318766 -0.00950115 0.00240975 0.000479628 0.00280755 -0.000140003 -0.00363384 -0.018145 0.00254772 -0.0111712 0.0155561 0.012425
internal_weight=0.0229175 0.021884 0.0202354 0.0188551 0.00331004 0.015545 0.013977 0.0126871 0.0109796 0.00859083 0.00256635 0.00602448 0.00293216 0.00309232 0.00238878
internal_count=2900 2383 2109 1868 381 1487 1348 1208 1105 768 342 426 207 219 337
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=16
num_cat=0
split_feature=23 23 23 21 23 16 16 22 20 20 22 2 20 15 9
split_gain=2.175e-05 5.1991e-05 5.8446e-05 9.39354e-05 5.74009e-05 6.53073e-05 6.4189e-05 5.19866e-05 6.36332e-05 0.000111277 0.000162197 0.000119299 0.000143847 0.000117361 9.34103e-05
threshold=-0.25765499999999997 -0.17732499999999998 0.070195000000000021 2.8878979250500003 0.07968500000000002 13.894967507500002 15.549963637400003 0.13860000000000003 43.411469133450005 41.872669623500009 -0.036264999999999999 115.23517099855002 40.259171735100004 38.842471172100005 201.2906445504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 8 9 10 11 12 -8 -11 -13
right_child=1 2 4 -5 5 6 7 -9 -10 13 -12 14 -14 -15 -16
leaf_value=-0.014255362644481257 0.01611280601571986 0.0044778953568075236 0.019747910805160192 -0.036442978847037948 -0.025173233354952508 0.019693308769077728 -0.0062447979661311706 -0.020415694938246298 0.019106828737068968 -0.039552117553212494 0.033906777762520629 -0.033351531440625158 0.041548558866644686 -0.00099041947097479994 0.0011639642225761927
leaf_weight=0.0010230079609456688 0.0019804262312284179 0.001116744842627004 0.0015031215412739897 0.001127183494513768 0.0010201081012283083 0.0016327612805788769 0.0015807876601364726 0.0012870452139509556 0.0016295598298100575 0.001387452622536145 0.0015087537253065672 0.0015679451950757414 0.0010467459671836821 0.0018305441428414886 0.001568418815787842
leaf_count=228 216 156 291 231 425 175 135 108 150 177 113 123 57 163 152
internal_value=-4.97331e-06 0.000664135 -0.000880505 -0.0160777 0.00106113 -0.000687826 0.000972928 -0.00130688 0.000722289 -0.00213346 0.00471744 -0.00292314 0.0127949 -0.0176165 -0.0160912
internal_weight=0.0228106 0.0217876 0.0198072 0.00224393 0.0175632 0.0160601 0.01504 0.0134073 0.0121202 0.0104906 0.00727265 0.0057639 0.00262753 0.003218 0.00313636
internal_count=2900 2672 2456 387 2069 1778 1353 1178 1070 920 580 467 192 340 275
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=16
num_cat=0
split_feature=20 20 6 15 15 6 7 0 6 22 17 23 4 6 16
split_gain=2.24409e-05 4.8931e-05 6.29622e-05 5.30994e-05 6.04835e-05 7.03147e-05 7.3602e-05 4.79928e-05 8.07958e-05 0.000127712 0.000126695 5.14554e-05 9.27359e-05 9.19034e-05 9.35333e-05
threshold=48.988717865950008 44.921040431000009 10.715250360100002 18.871799531050005 22.129384464550004 13.775321858200002 25.178984058200005 86.530713386650021 16.445384243750002 -0.053019999999999991 187.59608338195002 0.081815000000000013 191.71186625420003 16.285380505300001 19.974953289850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 -7 10 -10 -9 -13 14 -14
right_child=-2 -3 3 4 5 6 -8 11 9 -11 -12 12 13 -15 -16
leaf_value=-0.022861701793065056 -0.013576159292483184 0.015833114221780714 0.021868875945807928 -0.021679596001987649 0.022981895754324567 -0.024446092344311023 -0.025661644215894876 0.0228268624683273 -0.010504898414728965 -0.022834247512564656 0.029587811289623817 -0.019715702389367387 0.021621205176870693 0.030799208112150558 -0.015545324085179996
leaf_weight=0.0012114593878114746 0.00115644364261291 0.001949189218161256 0.0011107076162733117 0.001271541596105776 0.001331668081721373 0.0016377693063490423 0.0011193747969883159 0.0015392827647229268 0.0013717426381449314 0.0014942411579083222 0.0018527573124921138 0.0014385795313804906 0.001129456302650711 0.0013844641314193495 0.0016906922466546348
leaf_count=580 242 264 181 160 169 140 139 116 179 194 141 116 104 86 89
internal_value=-5.5952e-06 0.000723223 -0.00078068 0.000675333 -0.00068838 0.00098086 -0.00101787 0.00101963 -0.00530919 0.0013328 0.0125319 0.00662065 0.00220011 0.00969845 -0.000660303
internal_weight=0.0226894 0.0215329 0.0195837 0.0183723 0.0172616 0.01599 0.0146584 0.013539 0.00635651 0.00471874 0.0032245 0.00718247 0.00564319 0.00420461 0.00282015
internal_count=2900 2658 2394 1814 1633 1473 1304 1165 654 514 320 511 395 279 193
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=17
num_cat=0
split_feature=22 19 13 13 23 17 23 23 6 0 16 23 7 0 5 23
split_gain=2.24816e-05 5.17169e-05 0.000134684 7.16034e-05 4.35944e-05 0.000105699 0.000105858 0.000104245 9.73521e-05 0.000125083 0.000105877 7.62107e-05 7.53429e-05 0.000115988 4.00712e-05 2.57533e-05
threshold=0.20327000000000003 11.950964240300001 101.21238323700003 95.870416931800023 0.070195000000000021 181.49225329600003 0.088565000000000019 0.08708500000000001 14.755344756250002 86.530713386650021 22.614947116400003 -0.10585499999999999 24.292705381350004 86.345209775600011 21.495293572000005 -0.2485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 11 -6 7 12 -8 10 -10 15 13 -7 -11 -4
right_child=-2 2 4 -5 5 6 8 -9 9 14 -12 -13 -14 -15 -16 -17
leaf_value=-0.0035614493391201356 0.010503002459605235 -0.03544538945558702 -0.011280389002344696 0.027935785700530652 0.028281064993697144 0.01379206258440875 -0.030850757656900252 0.03529309416792225 0.0076384436237675324 0.022280184089893434 -0.03138875122647352 -0.03279199838184936 0.02183087100116296 -0.032837569501151832 -0.00079797184234475815 0.011133411040205769
leaf_weight=0.0015144695858447443 0.0018679538728474413 0.0011912984765593332 0.0010145702550968458 0.0013788960392499237 0.0013583821511123943 0.0010604552557735292 0.0015381091645644274 0.0012648189890477335 0.0010947753382920533 0.0016362091429451553 0.0019042193472433421 0.0010785405342660639 0.0011793461002806982 0.0010733978605156347 0.0013928178815956205 0.0010361637240052651
leaf_count=581 242 284 170 162 133 79 223 99 88 111 164 149 124 100 68 123
internal_value=-4.12167e-06 -0.000951524 -0.00296464 0.0114492 -0.000638115 0.00182656 -0.0011325 0.0108701 -0.0083949 -0.00266507 -0.017142 -0.011273 0.00154661 -0.00966417 0.0116683 4.45155e-05
internal_weight=0.0225844 0.0207165 0.0178231 0.00289337 0.0166318 0.0135025 0.0121441 0.00457802 0.00756613 0.00602802 0.00299899 0.00312927 0.0033132 0.00213385 0.00302903 0.00205073
internal_count=2900 2658 1915 743 1631 1189 1056 402 654 431 252 442 303 179 179 293
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=18
num_cat=0
split_feature=9 20 20 16 19 22 5 22 7 7 15 5 10 16 17 8 21
split_gain=2.07597e-05 0.000118467 0.000129794 4.55675e-05 7.27854e-05 6.92594e-05 8.24417e-05 6.43008e-05 0.000144644 5.88074e-05 7.85665e-05 6.19535e-05 8.52672e-05 8.19232e-05 7.37458e-05 7.28426e-05 4.26492e-05
threshold=210.70699256735003 41.590548329450009 39.788107623550012 11.934972090850001 11.950964240300001 0.20981000000000005 14.828620505300002 -0.033594999999999993 23.282607548150004 24.176224535650004 28.452330424200003 20.766972852450003 62.041548276350007 22.554947256700004 187.45953903175004 8.3434888241000014 7.2701618765500005
decision_type=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 9 -9 11 -11 15 14 -14 -13 -8 -16
right_child=1 -3 -4 4 5 -7 7 8 -10 10 -12 12 13 -15 16 -17 -18
leaf_value=-0.017217413401984533 -0.015984758136783902 -0.032911407493792989 0.032143322954548435 0.022421330320567479 -0.027086892788178635 0.024928308255938871 -0.0042486972301920981 -0.016074489071544053 0.03005238302916113 0.0015100640815536815 -0.037755256758810196 -0.010296274454472147 -0.0022589043915883351 -0.036623687965162181 0.0045027287173231281 0.031509964731543924 0.03283447404292425
leaf_weight=0.0012440433858990759 0.0012128433603804589 0.0011750333295683611 0.001041564088111617 0.0016746424025141917 0.0011407243381209064 0.0010840366292442357 0.0010584960244237511 0.0010468301525953213 0.0019390541739308098 0.0010257191363893811 0.0010127150115002426 0.0016200287554707649 0.0015924289306830097 0.001229184098042917 0.0011141623885970731 0.0012335503647706858 0.0010157063436785846
leaf_count=523 175 192 106 248 274 101 77 166 138 91 153 214 126 102 76 73 65
internal_value=-5.47337e-06 -0.00716726 0.00625101 0.00128508 0.00257914 0.000516876 -0.00124396 0.000878732 0.0138806 -0.00268228 -0.0179974 0.000839865 -0.00409764 -0.0172293 0.00578328 0.0149962 0.0180138
internal_weight=0.0224608 0.00342944 0.00225441 0.0190313 0.0177873 0.0161126 0.0150286 0.0138879 0.00298588 0.010902 0.00203843 0.00886356 0.00657151 0.00282161 0.0037499 0.00229205 0.00212987
internal_count=2900 473 281 2427 1904 1656 1555 1281 304 977 244 733 583 228 355 150 141
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=15
num_cat=0
split_feature=9 9 12 23 3 10 20 21 20 9 17 17 6 5
split_gain=2.4121e-05 6.02643e-05 7.72426e-05 8.70802e-05 4.58213e-05 6.33068e-05 0.0001153 0.000108235 9.83134e-05 7.74695e-05 0.000143308 0.000108159 7.64341e-05 7.3574e-05
threshold=187.70546222865002 181.61255275325001 150.89336347300005 -0.15684499999999998 93.862138708350017 64.434276012450013 40.621691032550004 8.8712712239000009 42.852084787850011 201.2906445504 191.89151741935004 193.92177542215003 16.395383075500003 15.755813716700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 9 12 11 -11 -7 -8 -12
right_child=4 -3 3 -5 -6 7 8 -9 -10 10 13 -13 -14 -15
leaf_value=-0.022939688641813456 0.03145898257868248 0.020447192747629354 0.021194512147502152 -0.0097528814435859576 -0.018290228167031554 -0.03212832953174638 0.010677471115017498 -0.031037869721722275 0.022691869258702896 0.037351367881733467 0.016946818954600464 0.0060392223835293067 -0.022856739084132809 -0.016616608248431652
leaf_weight=0.0011907767565351988 0.0015119939969744341 0.0018373040471432595 0.0019015735363587889 0.0017422898198251175 0.0015812869073602428 0.0014784504943389457 0.0010645272947192586 0.0014195705001798821 0.0012549487402517823 0.0011949601196701836 0.0010444371456069246 0.0014914440861188011 0.0018801412017488972 0.0017431856623232461
leaf_count=315 101 132 276 593 194 131 66 245 74 141 165 121 137 209
internal_value=-4.94018e-06 0.00503035 -0.000828494 0.00639722 -0.00214955 -0.000337305 0.00777985 -0.00587502 -0.000745379 -0.000737224 0.00837834 -0.0129611 -0.0107338 -0.00404142
internal_weight=0.0223369 0.00667194 0.00483464 0.00364386 0.0156649 0.0140837 0.00571161 0.00837205 0.00419962 0.00695248 0.00398258 0.00296989 0.00294467 0.00278762
internal_count=2900 1316 1184 869 1584 1390 378 1012 277 767 515 252 203 374
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=18
num_cat=0
split_feature=16 7 10 0 18 6 7 5 13 0 20 5 6 13 21 5 21
split_gain=2.13462e-05 6.73408e-05 3.97443e-05 7.55547e-05 7.21971e-05 5.35531e-05 0.00015084 9.82159e-05 8.55421e-05 7.12487e-05 7.67932e-05 8.63121e-05 7.62666e-05 7.10007e-05 8.11982e-05 6.2049e-05 5.96697e-05
threshold=9.6249774926000011 26.752366550650006 78.220689305400015 97.835679825150024 15.287416123250003 14.815346158200002 24.176224535650004 18.553574773300003 112.54423425685002 89.738043936200015 38.115457128050004 21.125470787600005 16.585387514950003 117.55283175385001 6.338788634150001 18.367178700250005 10.141201934950002
decision_type=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 15 -7 -9 10 -10 -12 13 16 -15 -2 -13
right_child=1 -3 -4 -5 -6 7 -8 8 9 -11 11 12 -14 14 -16 -17 -18
leaf_value=0.014264544814975572 -0.013809861423362753 -0.023747097643257383 0.015046939738618426 -0.026980831467391726 0.026923735911249125 0.032053880671780118 -0.043014984105057504 -0.026874612344168644 0.02423111295173648 0.026546399131252375 -0.025070503011318981 0.0059054129139410414 -0.020020789422728124 -0.00328204045083636 0.029533474402101113 0.020813567400165389 -0.0246020663194359
leaf_weight=0.0010012369126328529 0.0010487274894834192 0.0011940966779379883 0.0017606910164589045 0.0010309857129408009 0.0010030944026702118 0.0010095988677676368 0.0010662610099937408 0.0011094901430757894 0.0011213368467692967 0.0010883519918838394 0.0015383365812473579 0.001666897073139384 0.0013919314198136898 0.001264836400239 0.0018670889956954725 0.0010220186692957711 0.0010418319375985769
leaf_count=354 133 317 311 187 103 64 180 174 105 67 102 130 225 101 131 137 79
internal_value=-4.09909e-06 -0.000677169 0.000698053 -0.000684698 0.00088788 -0.0007206 -0.0124565 0.00208982 -0.000412371 0.0022614 -0.000410454 -0.00356081 0.0010142 0.00602721 0.0162808 0.00327856 -0.00582838
internal_weight=0.0222268 0.0212256 0.0200315 0.0182708 0.0172398 0.0162367 0.00313701 0.0130997 0.0120901 0.0109806 0.00989226 0.00877092 0.00723259 0.00584065 0.00313193 0.00207075 0.00270873
internal_count=2900 2546 2229 1918 1731 1628 450 1178 1114 940 873 768 666 441 232 270 209
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=17
num_cat=0
split_feature=7 18 7 18 16 4 2 14 21 2 17 22 22 2 14 21
split_gain=2.22221e-05 0.000100043 6.25057e-05 5.75516e-05 0.000138231 8.4061e-05 6.98967e-05 9.062e-05 8.93292e-05 7.96661e-05 7.73534e-05 5.2491e-05 5.80248e-05 4.20162e-05 8.75032e-05 4.01832e-05
threshold=22.726915405250001 13.24392582145 22.535351262400003 13.713893333650001 22.584947186600004 168.72122291465004 122.26439358135001 255.20937898730003 5.1659621353500009 174.79146691255002 209.52161856205001 -0.23401999999999998 -0.10965999999999999 203.55719022600002 384.93581166080008 5.9038172716500013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 -3 -5 8 -8 -7 -9 13 -1 -13 -11 -15 -14
right_child=1 3 -4 5 -6 6 7 9 -10 10 -12 12 15 14 -16 -17
leaf_value=-0.019802560747863431 -0.031678121526560375 0.036129283089717523 0.022183191567122614 -0.029963465648000231 -0.0059852116312829502 0.02886682598815319 -0.030618414231794511 0.024879131611206126 -0.0093933798478288821 -0.028305648542754226 0.01497883388764654 0.020069080945725588 -0.01767425494176722 0.0082639923087926542 -0.026851777424754093 0.0088726489374394615
leaf_weight=0.0011090934924526865 0.0010621528599241972 0.0013597806282033007 0.0015840813130958593 0.0010649940022235968 0.0018258976064714494 0.0015568105052285149 0.0011866662857224729 0.0010345530553649744 0.0010036463773253068 0.0011686763829744664 0.00139610482886898 0.0015192228931698859 0.0012077407672922849 0.0017592871819034888 0.0011893249484305874 0.0010801249480974062
leaf_count=217 104 84 108 100 135 183 190 192 149 183 256 189 166 232 252 160
internal_value=-4.5975e-06 -0.00205062 0.00490813 0.000112832 0.011991 -0.00321814 -0.000451419 -0.00519224 0.0138696 -0.000584319 -0.00536237 -0.0006582 0.004919 -0.0122597 -0.00589998 -0.00514119
internal_weight=0.0221082 0.0156079 0.00650026 0.0145457 0.00318568 0.0113601 0.0102951 0.00773461 0.00256046 0.00654795 0.00551339 0.00491618 0.00380709 0.00411729 0.00294861 0.00228787
internal_count=2900 2060 840 1956 219 1737 1637 1305 332 1115 923 732 515 667 484 326
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=16
num_cat=0
split_feature=5 5 5 21 13 5 17 9 2 9 17 21 21 16 9
split_gain=1.95411e-05 7.75511e-05 7.22941e-05 5.2815e-05 7.60887e-05 6.4777e-05 8.56294e-05 7.46559e-05 0.000181987 6.28869e-05 5.79359e-05 0.000113942 6.76837e-05 6.65791e-05 5.95941e-05
threshold=23.606333875400001 25.763052016400003 22.963361893800002 15.697044644950003 95.870416931800023 20.766972852450003 188.07781354100004 195.29234479735001 189.76529655395004 188.53841931785004 201.78545703200004 4.890666844100001 8.6182768284500018 18.684956306450005 201.2906445504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 9 -7 -8 -9 -6 11 14 -13 -12 -11
right_child=1 -3 -4 -5 5 6 7 8 -10 10 13 12 -14 -15 -16
leaf_value=-0.025456717168400353 -0.023052715141369674 0.0067872930416591039 0.02592108158006929 0.016864336328814084 0.023105429219215608 -0.031895195946927551 0.016301425412463461 -0.036199740323566987 0.017145919424386417 -0.016429694375366819 -0.028321157180452285 0.043675343892603413 0.0073491534071402388 0.0049100128871418175 0.011540938860497105
leaf_weight=0.0012777945847449674 0.001603467440619971 0.0019064623016926061 0.0011198257591704666 0.001626078399796285 0.0015970777846056328 0.0012336412849628066 0.0014573429657112058 0.0014103513358080244 0.0011700337107704017 0.0018264304731145931 0.0011930953690291179 0.0010280351405206889 0.0010236292830180793 0.0012187839202209005 0.0013066891926991619
leaf_count=689 242 352 88 168 214 103 87 88 100 129 192 100 121 101 126
internal_value=-4.35502e-06 -0.00684474 0.00129423 -0.000293531 -0.00206576 5.10351e-07 -0.00883708 -0.00179217 -0.012011 0.00506768 0.00127552 0.0072318 0.0255513 -0.0115286 -0.00476435
internal_weight=0.0219987 0.00350993 0.0184888 0.017369 0.0157429 0.0144651 0.00527137 0.00403773 0.00258039 0.00919374 0.00759666 0.00518478 0.00205166 0.00241188 0.00313312
internal_count=2900 594 2306 2218 2050 1361 378 275 188 983 769 476 221 293 255
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=17
num_cat=0
split_feature=18 18 18 13 14 6 7 20 15 16 5 15 20 20 5 13
split_gain=2.2056e-05 3.85624e-05 3.89518e-05 6.40672e-05 5.09669e-05 7.85506e-05 0.000107722 4.41772e-05 5.49053e-05 0.000122509 8.58688e-05 9.85982e-05 7.29282e-05 0.000180531 4.74971e-05 2.34258e-05
threshold=16.873483924050003 16.255760498500003 15.606027545000002 104.02719889955002 274.51613272600008 15.710367070250003 23.399310583750005 36.625813070500008 28.777417478550003 20.394952307700002 20.717225865800003 37.434800281900003 42.178283198950005 41.093509583400007 17.501078540900004 95.733305567150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -5 14 -10 -11 -12 13 -13 -9 -2
right_child=15 -3 -4 4 5 6 -8 8 9 10 11 12 -14 -15 -16 -17
leaf_value=-0.019184369779860835 -0.00080525534501540692 -0.019229548149150996 0.018243838330013373 0.020513568068801332 -0.025889267420341651 -0.023534054223317134 0.015376683471138866 0.00065542073381407351 -0.031214335647476624 0.027452156673307124 -0.023998614163612392 -0.0057827197897240079 -0.013255218701036143 0.049297155753859886 0.030629759847729629 0.020656739354215595
leaf_weight=0.0017624475611816631 0.0010184306783473989 0.0010986960165667295 0.0011067985369098412 0.0015053410830532235 0.0015926209883720963 0.0011084387117222382 0.0019867362838814628 0.0010109271956331156 0.0011984193849990388 0.0012232271302394793 0.0014620920287944372 0.0014651424642266875 0.001225644867768716 0.0010020447272643951 0.0011081273169944884 0.0010158670012594406
leaf_count=435 495 176 187 154 188 183 147 74 139 83 90 70 104 59 217 99
internal_value=-4.70719e-06 -0.00102069 4.5846e-05 -0.00109524 0.000911284 -0.00784344 0.00144204 0.00457528 0.00210071 -0.00187903 0.00363292 -0.00201922 0.00668302 0.0165879 0.01633 0.00991222
internal_weight=0.021891 0.0198567 0.018758 0.0176512 0.0158888 0.0046878 0.00309517 0.011201 0.00969563 0.00757657 0.00637815 0.00515492 0.00369283 0.00246719 0.00211905 0.0020343
internal_count=2900 2306 2130 1943 1508 518 330 990 836 545 406 323 233 129 291 594
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=17
num_cat=0
split_feature=10 21 5 5 22 22 23 23 16 5 5 7 18 8 15 7
split_gain=2.29947e-05 7.57131e-05 4.97734e-05 6.36864e-05 4.52246e-05 0.000129077 0.000159924 0.000143919 0.000108778 0.000101184 0.000103765 6.62895e-05 0.000110236 8.17651e-05 0.000124927 4.65967e-05
threshold=84.906884675850009 16.589865017350004 29.040033326300005 24.779543538450003 -0.079824999999999993 -0.08459499999999999 0.083185000000000023 0.098200000000000023 22.624947093000003 15.821180766350002 21.197160116700001 23.399310583750005 14.2124820928 8.2435668022500028 25.706584583850006 22.940014114900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 15 9 11 -8 -11 -6 -13 14 -14 -1
right_child=-2 -3 -4 -5 8 -7 7 -9 -10 10 -12 12 13 -15 -16 -17
leaf_value=-0.0085934054892464074 0.012814356899310134 -0.026584884723267088 0.022197318447507695 -0.023765452359509207 -0.018302812054614894 -0.036246795136880429 0.04605236207488194 -0.015184964013840237 0.026715265697394949 -0.00595586571308816 0.030437642682881096 0.032656628137294468 -0.01346262973065906 -0.025100861701644397 0.032636801391500769 -0.038937757508924656
leaf_weight=0.0010070671337979054 0.0013153275954231108 0.001080815693073999 0.0010123173746214706 0.0011128824060148033 0.0015258656195434768 0.0010882254613639999 0.0010262006249929997 0.0017780335720907203 0.0019805929365426245 0.0017931321548841292 0.0013913194705455177 0.0011450924219076342 0.0012926004859297388 0.0011386398148297422 0.0010781896958447224 0.0010172120083669078
leaf_count=169 541 138 146 268 186 105 101 157 136 190 88 70 200 116 98 191
internal_value=-2.23801e-06 -0.000825859 0.000610167 -0.000579111 0.000915699 -0.00393117 0.000457549 0.00867109 0.00632097 0.0187448 0.00994483 -0.000214672 0.00571506 -0.00307571 0.0075025 -0.0238416
internal_weight=0.0217835 0.0204682 0.0193874 0.0183751 0.0172622 0.00910119 0.00801296 0.00598869 0.00816098 0.00421065 0.00318445 0.00618039 0.00465452 0.00350943 0.00237079 0.00202428
internal_count=2900 2359 2221 2075 1807 1001 896 536 806 379 278 670 484 414 298 360
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=17
num_cat=0
split_feature=7 18 7 17 2 18 16 4 7 7 7 21 12 18 6 3
split_gain=1.93554e-05 7.8918e-05 5.25378e-05 7.24628e-05 5.49293e-05 5.23687e-05 0.000115861 7.05276e-05 5.89858e-05 8.14878e-05 4.5713e-05 9.19546e-05 4.33871e-05 6.23912e-05 3.99223e-05 1.40876e-05
threshold=22.726915405250001 13.24392582145 22.087764922150004 186.67336014325002 185.83358638795002 13.713893333650001 22.584947186600004 168.72122291465004 23.789355599150003 24.176224535650004 25.396105459650006 5.2714636949000004 229.23536747820003 16.329849731700005 14.545339849550002 93.733092718100025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 -3 -7 -9 -10 11 14 13 -12 -11 -5
right_child=1 5 3 15 -6 7 -8 8 9 10 12 -13 -14 -15 -16 -17
leaf_value=-0.014902098949101054 -0.028725881055817845 0.033939160922323665 0.034221203590046358 0.010906964046402087 0.011609412427156851 -0.028018888913698105 -0.0051341530727161411 -0.023479750540739867 0.024688604678847054 -0.010885283490708227 0.030556579994198751 -0.030555334036546478 -0.0072524563737266295 -0.0011216829223836108 0.016527453099273403 -0.0058357896753861238
leaf_weight=0.0019499535467471241 0.0010255927975311467 0.0013202114143675567 0.0011223235825514131 0.0010010784755444257 0.0013042232749849491 0.0010387806549285736 0.0017848724745653799 0.0010179292050285062 0.0013384551396186115 0.0010815346374348231 0.0011457803762116477 0.0013819776442757434 0.0017218770664593087 0.0013593375962153865 0.0010441812747810086 0.0010091727997192379
leaf_count=386 104 84 97 78 202 100 135 142 113 143 146 214 423 356 100 77
internal_value=-1.60416e-07 -0.0019346 0.004622 0.0138661 -0.0042767 -4.35208e-06 0.0114789 -0.00320804 -0.000653997 0.00190686 -0.00203543 -0.0104747 0.00496772 0.0133672 0.00258023 0.00250188
internal_weight=0.0216473 0.0152605 0.00638675 0.00313257 0.00325418 0.0142349 0.00310508 0.0111299 0.0100911 0.00907314 0.00773469 0.00350769 0.004227 0.00250512 0.00212572 0.00201025
internal_count=2900 2060 840 252 588 1956 219 1737 1637 1495 1382 457 925 502 243 155
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=15
num_cat=0
split_feature=16 15 9 9 21 21 21 9 15 6 10 10 7 9
split_gain=1.86703e-05 4.62895e-05 5.33386e-05 0.000113908 6.65238e-05 0.000128559 0.000102069 8.58216e-05 5.7903e-05 6.59966e-05 0.000121811 9.3515e-05 7.60093e-05 4.3117e-05
threshold=22.724946859200003 45.169600924000008 216.18094582280003 210.97856947250003 3.5085246469500002 1.9231529451500002 4.6354459407500004 194.04304600165003 40.896729687200008 13.400313096150002 80.468240302450013 61.944763783650011 22.832271203950004 201.97224908750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1 9 10 -8 -11 -13 -14
right_child=-2 -3 -4 -5 6 -7 8 -9 -10 11 -12 12 13 -15
leaf_value=-0.01593358245609424 0.011694483251799146 -0.02094044658627579 0.017911832519961628 -0.032059138098488246 -0.032636778823508968 0.030985320267144852 -0.03130618276217776 0.013765311338627137 -0.020024346383849326 -0.015585066072959085 0.010571730615744786 0.033839004825781505 -0.0033402539939896658 0.022520681018987021
leaf_weight=0.0019133201722166789 0.001284065008171408 0.0010742432734840669 0.0015932616261379309 0.0011197160785763769 0.0010988240819080402 0.0018849622765733601 0.001362018772368234 0.00197984739783209 0.0013073867188122526 0.0012128836463131606 0.0014173564503078733 0.001519949869461884 0.0017769143461983106 0.001011809996378954
leaf_count=422 102 166 251 160 155 190 320 196 89 178 311 97 159 104
internal_value=9.49124e-07 -0.000739722 0.000390615 -0.00119507 0.00090129 0.00954865 -0.00376527 -0.000830385 -0.000463477 0.00261734 -0.00995033 0.00894349 0.0158482 0.00604266
internal_weight=0.0215566 0.0202725 0.0191983 0.017605 0.0164853 0.00577813 0.0107071 0.00389317 0.00960832 0.00830093 0.00277938 0.00552156 0.00430867 0.00278872
internal_count=2900 2798 2632 2381 2221 808 1413 618 1258 1169 631 538 360 263
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=18
num_cat=0
split_feature=9 17 0 18 5 9 20 20 6 21 21 8 22 19 7 20 6
split_gain=2.08804e-05 5.22623e-05 4.10698e-05 7.94104e-05 6.23254e-05 4.58425e-05 9.66131e-05 9.37672e-05 9.2351e-05 0.000144198 0.000149518 0.000124392 9.74881e-05 6.41824e-05 3.93985e-05 5.94253e-05 2.38914e-05
threshold=187.70546222865002 191.19232825540004 98.851916998450022 17.166139419800004 16.579584939650001 193.32717468205001 43.162556114600001 40.621691032550004 14.815346158200002 2.6263314141000005 7.6170491423000009 8.6432548896500023 -0.079824999999999993 14.351157895250003 22.557405306150006 42.718072821900002 15.470361462550001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 4 -4 -2 7 8 -6 -7 11 13 -10 -12 -11 15 -1 -17
right_child=2 -3 3 -5 5 6 -8 -9 9 10 12 -13 -14 -15 -16 16 -18
leaf_value=0.022515177648015677 0.02234996340075987 0.019531908383801241 -0.035225606957247697 0.0043948769398721227 0.006168952991608901 -0.024308700140818481 0.029138982512123997 -0.035196447384906342 0.041417478785315251 -0.01015118829145335 -0.012412020997884247 -0.003259512761083785 0.028598376278564354 -0.044956662939714363 -0.01475171482161094 0.0054220419638606309 -0.016111593009012479
leaf_weight=0.0012425523389276521 0.0011401702651152616 0.0017462519542110321 0.0010056984144370608 0.001017849365282365 0.0010619761248094059 0.0016072048555714202 0.0010721410902346804 0.001132253488352282 0.0013904960319280069 0.0010472791393408842 0.0011116889553329894 0.0011293594298521503 0.0012111589173653264 0.0010722580992381658 0.001404742327695305 0.0010473946013723392 0.0010140925401043999
leaf_count=255 91 416 239 212 65 219 98 111 96 95 92 85 78 103 322 173 150
internal_value=7.44771e-07 0.00475628 -0.00204579 -0.0152964 2.05811e-05 -0.00213046 0.000838484 -0.0151762 -0.00270225 0.00228551 -0.00855338 0.021394 0.00897126 -0.027759 -0.000723266 0.00524106 -0.00517084
internal_weight=0.0214546 0.00645503 0.0149995 0.00202355 0.012976 0.0118358 0.00964159 0.00219423 0.00856945 0.00696224 0.00444239 0.00251986 0.00232285 0.00211954 0.00470878 0.00330404 0.00206149
internal_count=2900 1316 1584 451 1133 1042 866 176 768 549 368 181 170 198 900 578 323
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=18
num_cat=0
split_feature=17 17 12 17 14 16 15 21 23 2 21 9 17 9 2 18 20
split_gain=1.93903e-05 5.15057e-05 5.40204e-05 7.29073e-05 5.3374e-05 0.000100728 7.64229e-05 6.75331e-05 0.000110084 0.000107543 9.21766e-05 6.97821e-05 4.79707e-05 9.36717e-05 0.000125145 4.46481e-05 3.45903e-05
threshold=201.37020668845003 199.71712621985003 220.36414724030001 194.30849344835002 258.03846235495001 15.054964794950001 26.135540888150004 3.2025200283000004 0.083565000000000014 130.66276448315003 5.7587983756000005 194.59941400375001 203.77077094980004 211.42202045335003 198.68761053240004 13.668531103750002 42.406961525800007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 5 -1 -6 8 -7 10 -9 -10 -2 14 -14 -4 -12
right_child=12 -3 3 -5 6 7 -8 9 11 -11 16 -13 13 -15 -16 -17 -18
leaf_value=-0.029193285871196597 -0.024730656602031668 0.023345376202947455 -0.0142654680455572 -0.032658881140583594 0.037062302950471859 0.04040922065497498 -0.00067114094797586651 -0.014672398939256322 -0.017574367116439196 -0.027883301842216497 0.025569818440943578 0.017379172845146378 -0.011780465335350685 -0.020729859767460838 0.035646458759197447 0.012491132155016071 0.0020322029798951449
leaf_weight=0.0010393237630795605 0.0010319533497597025 0.0010215936971982404 0.0012913555735296622 0.001058577902668667 0.0010431530645619693 0.0011209486949730341 0.0011056571220198208 0.001536656656651321 0.0010063826709656443 0.0013349802075620781 0.0015695362645047339 0.0013207456304266396 0.0010906398436779882 0.0013821032512446457 0.0011357515404697466 0.001206152809715747 0.0010367733672758533
leaf_count=271 132 99 205 159 246 120 121 130 84 175 123 92 183 221 190 242 107
internal_value=-4.49488e-08 0.00158961 0.000171278 -0.0106655 0.0033524 0.000270127 0.0176468 0.00370077 0.0146643 -0.00320018 0.00475342 0.00226327 -0.00571807 -0.000280874 0.0124135 -0.00134357 0.0162067
internal_weight=0.0213323 0.0166918 0.0156702 0.00355609 0.0121142 0.00996535 0.00214881 0.00892602 0.00344808 0.00547795 0.00414297 0.00232713 0.00464045 0.00360849 0.00222639 0.00249751 0.00260631
internal_count=2900 2174 2075 606 1469 1102 367 831 296 535 360 176 726 594 373 447 230
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=16
num_cat=0
split_feature=9 8 14 18 17 20 22 4 20 22 9 21 23 23 18
split_gain=1.85243e-05 4.67017e-05 5.38186e-05 3.18895e-05 4.02955e-05 4.87573e-05 0.000145473 9.77946e-05 0.000127212 8.79333e-05 9.30125e-05 8.04768e-05 5.77595e-05 0.000100315 4.41462e-05
threshold=38.559541491950007 2.8477776226000002 371.52535269000003 16.671733559250004 203.93111730270002 41.134354310300004 -0.060760000000000002 223.24437974565004 38.592454371550012 -0.13978499999999996 193.32717468205001 4.6945295958000006 0.093760000000000024 0.085245000000000029 14.047116609550001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 -7 -11 14 13 -12 -8
right_child=1 2 -4 -5 -6 9 11 -9 -10 10 12 -13 -14 -15 -16
leaf_value=-0.013056893394245532 0.017877818688403196 0.015255181472430546 -0.016577368067997499 0.017439399925492812 -0.014796685863464502 0.027516830716289825 0.012677004871378192 -0.041607688272745913 -0.029867463052156915 -0.016627516697385766 0.024792677514071184 0.028278498923304713 0.031328571853709755 -0.019129053658404716 -0.015419828942175938
leaf_weight=0.0010333336481714783 0.0014629670005119359 0.0012821744280795792 0.0019107438370702416 0.0011195260511326867 0.0016531966817940709 0.001703831514278953 0.0010829462223104188 0.0011850943234515384 0.0012186209438116435 0.0018413910870308881 0.0010119256705495294 0.0014706082898537504 0.0010138656478565176 0.0010696919389275861 0.0011563154537247433
leaf_count=420 281 165 305 228 185 183 81 177 100 251 86 119 100 126 93
internal_value=2.04706e-06 0.000670645 -0.0006741 0.00113367 -2.98196e-05 0.0017094 -0.00387539 -0.0179458 -0.00673278 0.00792919 0.00116903 0.0101041 0.0117556 0.00222238 -0.00183171
internal_weight=0.0212162 0.0201829 0.0187199 0.0168092 0.0156897 0.0140365 0.00739576 0.00368589 0.0025008 0.00664071 0.00493687 0.00370987 0.00309548 0.00208162 0.00223926
internal_count=2900 2480 2199 1894 1666 1481 735 442 265 746 563 293 312 212 174
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=17
num_cat=0
split_feature=23 23 16 19 3 7 8 22 15 18 3 20 5 3 21 22
split_gain=1.694e-05 3.5739e-05 6.58159e-05 7.79186e-05 5.30978e-05 4.33254e-05 7.38937e-05 4.43351e-05 0.000115926 6.2675e-05 0.000102002 6.43116e-05 8.50843e-05 7.586e-05 5.7688e-05 5.19448e-05
threshold=-0.25445999999999996 -0.17732499999999998 12.644970430600003 11.850956171350001 79.47351079420001 22.124753953150002 7.943800736700001 -0.096499999999999989 38.469938489650012 13.987466292050001 83.511574906150017 39.995120105550008 21.446355970350002 93.308316333450009 3.6073978218000007 -0.13820499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 8 15 11 -11 -9 -13 -14 -12 -8
right_child=1 2 3 4 5 6 7 9 -10 10 14 12 13 -15 -16 -17
leaf_value=-0.012624991938852127 0.014157063994867559 -0.024907829759466173 0.027089417584785065 -0.021524076386848313 -0.014390053894923698 0.027861157623643058 0.0089772691090140022 0.022373550968251828 -0.016648510370471398 0.012364047614487761 -0.043578899243387953 -0.02473941205211368 0.026186678228025506 -0.0075907067215134965 -0.011794078167437041 0.037880882870835922
leaf_weight=0.001011645329736805 0.0017818347741234792 0.0010564273158708412 0.0010586384628890532 0.0011603494824420522 0.0016936101463524639 0.001064660466210455 0.0014272791947476104 0.0013172236937769631 0.0011567327807991412 0.0010008969284374114 0.0010232389343034498 0.0012484921632704982 0.0011581272961649347 0.0015612645479274869 0.0012920139901897443 0.0011017483528510371
leaf_count=240 204 548 132 229 299 173 126 84 102 98 108 81 66 181 138 91
internal_value=1.44013e-06 0.000636856 -0.000678092 0.000804562 -0.000912504 0.000677138 0.00258835 0.000398486 0.00957479 -0.00353369 -0.0143102 0.00322802 -0.00312775 0.00679432 -0.0258416 0.0215689
internal_weight=0.0211142 0.0201025 0.0183207 0.0172643 0.0162056 0.0150453 0.0133517 0.012287 0.00368576 0.00860126 0.00331615 0.00528511 0.00396788 0.00271939 0.00231525 0.00252903
internal_count=2900 2660 2456 1908 1776 1547 1248 1075 319 756 344 412 328 247 246 217
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=17
num_cat=0
split_feature=20 20 6 6 16 16 16 16 10 0 20 22 22 18 2 18
split_gain=1.6431e-05 4.7686e-05 3.19378e-05 2.85978e-05 6.94013e-05 7.50819e-05 0.000112004 7.0193e-05 7.24538e-05 6.28484e-05 5.63393e-05 0.000101804 9.70938e-05 4.83444e-05 0.000102105 8.28477e-05
threshold=48.988717865950008 47.480720532750006 10.715250360100002 12.380289263450001 15.104964678000002 15.919962772200003 18.594956516900002 18.984955604900005 66.697957758300021 89.738043936200015 41.941595803500007 -0.088514999999999996 -0.077279999999999988 13.278511569200001 181.83510701155004 12.903279561150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8 9 10 13 -12 -13 15 -15 -9
right_child=-2 -3 3 4 5 6 7 8 -10 -11 11 12 -14 14 -16 -17
leaf_value=-0.01435262867984489 -0.01197031718164814 0.021790258900508785 0.013444302950417368 -0.025931978697492142 0.026802536992500098 -0.030351499256765821 0.02702274116394118 -0.0036607894324627677 -0.021433632416208839 0.024940244816618065 -0.034305090439328868 0.021249672850585558 -0.019678606681895319 -0.027670040672258547 0.013322021714208723 0.029767979291508973
leaf_weight=0.0015252227390855624 0.0010871533704816137 0.0010131889352875669 0.0016078379897339823 0.0010088037250097484 0.0010612947935953127 0.0011732612930016604 0.0010259505867367133 0.0013446926014246702 0.0014188923500699788 0.0011285240011176265 0.00115581926505323 0.0012326209001332633 0.0010941099710536917 0.0010563584254725811 0.0014305070504327944 0.0016524123139319835
leaf_count=642 242 99 229 206 92 346 110 93 135 79 128 93 112 64 105 125
internal_value=1.32072e-06 0.000654373 -0.0004777 0.000739151 -0.000555122 0.00117762 -0.000805558 0.00195883 -0.000274494 0.00269949 -9.97208e-05 -0.0100467 0.00200377 0.00621705 -0.00409038 0.0147697
internal_weight=0.0210167 0.0199295 0.0189163 0.0173911 0.0157832 0.0147744 0.0137131 0.0125399 0.0115139 0.010095 0.00896652 0.00348255 0.00232673 0.00548397 0.00248687 0.0029971
internal_count=2900 2658 2559 1917 1688 1482 1390 1044 934 799 720 333 205 387 169 218
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=17
num_cat=0
split_feature=9 9 16 10 13 12 22 22 20 20 21 22 7 22 21 19
split_gain=1.79754e-05 7.95254e-05 3.86927e-05 5.67923e-05 3.61988e-05 9.24675e-05 8.28183e-05 7.77078e-05 8.63646e-05 5.75682e-05 0.000111778 8.28169e-05 0.000112173 7.78388e-05 6.0894e-05 3.62384e-05
threshold=216.18094582280003 211.28556348310002 11.934972090850001 78.220689305400015 117.55283175385001 268.81877046345005 -0.095019999999999993 -0.082314999999999985 41.028010303750008 41.902916368500009 8.8712712239000009 -0.22984499999999999 23.399310583750005 -0.072569999999999982 3.1483639785000004 13.751109481500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 -6 -8 -9 10 13 -11 -13 14 -4 -15
right_child=-2 -3 3 -5 6 -7 7 8 -10 11 -12 12 -14 15 -16 -17
leaf_value=-0.016714802849625853 0.0092598808245711456 -0.026290065104696642 -0.024827525839976512 0.018517397455846463 -0.017693796963895028 -0.031587346289868111 0.035243066077051959 0.022139722204713927 -0.016788298417611449 0.033132548317557978 -0.036651864897682761 -0.020961513929021125 0.02201361740671557 0.0014959545464195815 0.0066261429396235298 0.027109437801876995
leaf_weight=0.0011879006077753105 0.0019056833692829905 0.0011607877347596654 0.0014944535291920844 0.0018435550448947123 0.0010201078957561838 0.0010434036523685334 0.0012052804276597206 0.0012142891701572012 0.001073979886401788 0.0010685124859453055 0.0010040334777438042 0.0012612567718196278 0.0011715429673473388 0.0011518229172728807 0.0010465292612669153 0.0010613620982899974
leaf_count=527 286 165 183 335 126 167 73 78 108 108 120 215 136 109 96 68
internal_value=8.06569e-07 -0.00092744 0.000722077 0.00196536 -9.41286e-05 -0.00336571 0.0073736 0.0146932 0.00386918 -0.000185565 -0.00633407 0.00992616 -0.00026634 6.87551e-05 -0.011873 0.0137792
internal_weight=0.0209145 0.0190088 0.017848 0.0166601 0.0148166 0.0103029 0.00451366 0.00349355 0.00228827 0.00925951 0.0057582 0.00350131 0.0024328 0.00475417 0.00254098 0.00221319
internal_count=2900 2614 2449 1922 1587 1202 385 259 186 1035 576 459 351 456 279 177
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=15
num_cat=0
split_feature=9 9 12 23 0 5 22 9 20 6 3 17 17 23
split_gain=1.64702e-05 4.62915e-05 6.33365e-05 7.67626e-05 3.84957e-05 5.74151e-05 5.3902e-05 5.28657e-05 8.93744e-05 9.87442e-05 0.00011637 8.46308e-05 7.08371e-05 4.53951e-05
threshold=187.70546222865002 181.61255275325001 150.89336347300005 -0.15684499999999998 98.615332683000005 16.579584939650001 0.090855000000000033 193.32717468205001 43.124157941850008 14.815346158200002 89.805255389500005 188.94422143290004 199.88268747760003 0.092290000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 7 -7 9 -9 -11 -12 13 -13
right_child=4 -3 3 -5 -6 6 -8 8 -10 10 11 12 -14 -15
leaf_value=-0.021468652252891667 0.022278857021313474 0.018199743095837204 0.020117553897455911 -0.0098346698536042713 -0.014741180350616745 -0.014267788650184743 -0.020308779246454495 -0.023939060832205983 0.031084392930532674 0.030082026186766465 0.022116415583882193 -0.035785762444718282 0.011006096933938746 -0.0066719835242533172
leaf_weight=0.0011362591738875508 0.0010770016140426728 0.0017305009745831185 0.0017866970200354198 0.0016419754488182633 0.0019982231883866912 0.0019143044241898043 0.0013927671643401566 0.0013743637666385755 0.0010735489460340641 0.0014767255179828354 0.0010455295308916639 0.0010563305852250293 0.0010186725166381194 0.0010863473511486532
leaf_count=315 83 132 276 593 460 160 125 204 95 124 93 88 71 81
internal_value=6.79227e-07 0.00427237 -0.0010073 0.00577357 -0.00185219 0.000205655 -0.00187265 0.000683362 0.00420313 0.000114368 0.00593077 -0.00254695 -0.0107037 -0.0210249
internal_weight=0.0208092 0.00629543 0.00456493 0.00342867 0.0145138 0.0125156 0.0114386 0.0100458 0.00813152 0.00705797 0.00568361 0.00420688 0.00316135 0.00214268
internal_count=2900 1316 1184 869 1584 1124 1041 916 756 661 457 333 240 169
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=17
num_cat=0
split_feature=10 21 7 7 7 0 20 4 18 23 22 3 22 18 2 17
split_gain=1.62655e-05 6.70332e-05 4.3468e-05 7.53376e-05 4.80039e-05 5.96247e-05 6.48587e-05 4.83938e-05 5.17349e-05 3.68074e-05 6.06959e-05 6.82734e-05 0.000113479 0.000115817 9.76062e-05 8.16145e-05
threshold=84.906884675850009 16.589865017350004 19.617375644250004 21.725272673150005 22.296968840150004 85.737618238150006 43.19689381845 368.42487879595006 16.601687687950005 0.11467000000000002 0.072320000000000023 93.308316333450009 -0.081474999999999992 14.011669459250001 117.02022404625002 197.57625617845002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 9 10 11 12 14 -14 -7 -16
right_child=-2 -3 3 4 5 6 -8 -9 -10 -11 -12 -13 13 -15 15 -17
leaf_value=0.020546652035221467 0.010908899207098775 -0.025544904656129075 -0.025030518858456592 0.022000188253420219 -0.020364194800633492 0.013043886572467531 0.020054332920765146 -0.020160156495770836 0.022561883524240257 0.015623287207941801 -0.023335040861943171 -0.02169532305967125 0.044475913973970937 0.0033427044108522309 -0.041813968008469267 -0.0017953217360505329
leaf_weight=0.0010382218455768808 0.0012824618426325414 0.0010299651825314829 0.0011693770941496378 0.0010432671405931045 0.0013342331286879264 0.0013244171606673297 0.001701625384355295 0.0011662192710245782 0.0010332904297882051 0.0011806107029648247 0.0012769363802958081 0.001190733698517174 0.0010996688837110564 0.0018132144246694043 0.0010202385671386994 0.0010182260567379586
leaf_count=192 541 138 285 93 165 146 235 159 114 111 151 100 70 178 121 101
internal_value=1.03386e-06 -0.000718552 0.000670361 -0.000517523 0.00125162 -0.000176287 0.001772 -0.000794056 0.00126713 -0.000950076 -0.00318795 0.000257651 0.0044229 0.0188713 -0.00809208 -0.0218244
internal_weight=0.0207227 0.0194402 0.0184103 0.0173721 0.0162027 0.0151594 0.0138252 0.0121236 0.0109573 0.00992405 0.00874344 0.0074665 0.00627577 0.00291288 0.00336288 0.00203846
internal_count=2900 2359 2221 2029 1744 1651 1486 1251 1092 978 867 716 616 248 368 222
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=16
num_cat=0
split_feature=15 13 0 7 3 6 6 9 23 22 22 15 17 0 21
split_gain=1.87921e-05 6.55825e-05 4.84846e-05 0.000112765 5.32073e-05 9.03684e-05 7.55967e-05 4.75921e-05 4.71582e-05 5.78239e-05 8.93427e-05 7.88629e-05 0.000112041 9.44338e-05 0.000139322
threshold=43.132842597400007 117.61735474900001 85.716110573100011 19.617375644250004 93.647062057900015 16.455384477450004 15.785368822600002 197.58039077460003 0.098200000000000023 -0.24103499999999997 -0.15818499999999999 24.200063469100005 199.71712621985003 95.762878606550018 1.5209325480500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 8 -8 9 -4 -11 12 -12 14 -13
right_child=1 -3 4 -5 -6 -7 7 -9 -10 10 11 13 -14 -15 -16
leaf_value=0.010191833861884877 -0.0080960347959369485 0.026265006498399381 -0.020360977575527388 -0.032036016074883961 0.02303245949289388 -0.021255726807811109 0.033963938609953059 0.006199549073611684 -0.01517097974705401 0.031062931994589971 -0.029030972324608603 0.023969373498060963 0.011960485337479161 0.0329270401127192 -0.02498288570888172
leaf_weight=0.0011144298380651543 0.0011373564354815631 0.0010856987092338162 0.0010217160649734396 0.0014619479614830793 0.0010270699291368137 0.001837990592525319 0.001070255841611357 0.0014590653739166015 0.0019899604070559339 0.0011182102304341766 0.0016319684895107947 0.0011172502466889611 0.0011274462102774335 0.0012104528212797394 0.0012122210029087976
leaf_count=206 164 100 263 260 56 145 64 94 297 174 432 77 237 137 194
internal_value=7.55707e-07 0.00868526 -0.00104849 -0.0137701 0.00102282 -0.000504933 0.00243828 0.0179478 -0.00132312 0.00194218 0.00501428 0.000390328 -0.0122826 0.010269 -0.00150463
internal_weight=0.020623 0.00222306 0.0184 0.00257638 0.0158236 0.0147965 0.0129585 0.00252932 0.0104292 0.00843927 0.00741755 0.00629934 0.00275941 0.00353992 0.00232947
internal_count=2900 264 2636 466 2170 2114 1969 158 1811 1514 1251 1077 669 408 271
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=17
num_cat=0
split_feature=16 9 9 18 20 5 20 19 15 22 23 2 12 4 23 20
split_gain=1.89389e-05 4.14416e-05 8.28145e-05 4.55562e-05 8.07631e-05 0.000105047 8.85358e-05 4.87523e-05 3.47203e-05 6.26098e-05 0.000148776 0.000145671 0.000128891 0.000103375 5.67839e-05 2.87703e-05
threshold=22.724946859200003 216.18094582280003 210.97856947250003 14.732667293750003 41.792045663550006 11.340760943700003 38.938637541200009 12.551012654050002 25.134223482700005 -0.088099999999999998 0.083415000000000031 132.99388411665004 165.68766602795003 181.76113425110003 0.097615000000000021 40.79983011445001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 -1 -9 11 -11 13 15 -10 -14 -12
right_child=-2 -3 -4 4 5 -7 -8 8 9 10 12 -13 14 -15 -16 -17
leaf_value=-0.024547547412068806 0.012033077399621575 0.014688383776617171 -0.028381238173472895 0.015958034371328471 0.0020516607402875338 0.044949696039704091 -0.022467559167145885 0.015799184766292655 -0.016782087366496473 0.028564703809765852 -0.037468565988568299 -0.036824269631369172 -0.0067071824457453667 0.026517632009427645 0.024325904232279563 -0.01349180666732834
leaf_weight=0.0010231427375371202 0.0012298523552011767 0.0015919311648785383 0.0011274187212742563 0.001107348047442165 0.0012713638848772125 0.0010359726085166221 0.0013077743498863294 0.0010252249389487286 0.001212638998858929 0.0016334914244086193 0.0010009833533430879 0.0015775262732224023 0.0011635145662006185 0.0010111217862434074 0.0011954135913794239 0.0010008317724794491
leaf_count=259 102 257 166 325 322 128 250 210 102 143 74 205 106 80 93 78
internal_value=1.36777e-06 -0.000765896 -0.00215634 -0.000371609 0.00793308 0.0213125 -0.00484919 -0.0036829 -0.00171007 -0.00354263 0.00282394 -0.0135821 -0.00681829 0.00290586 0.00901919 -0.0254811
internal_weight=0.0205156 0.0192857 0.0176938 0.0165663 0.00472246 0.00230734 0.00241512 0.0118439 0.0108207 0.00979552 0.00599423 0.00380129 0.00436074 0.00222376 0.00235893 0.00200182
internal_count=2900 2798 2541 2375 1025 450 575 1350 1091 881 494 387 351 182 199 152
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=15
num_cat=0
split_feature=17 17 20 10 13 17 13 6 0 7 21 18 20 20
split_gain=1.95118e-05 4.74176e-05 7.99231e-05 3.45192e-05 0.000103895 0.000102751 3.99522e-05 0.000117197 9.47653e-05 8.14264e-05 6.92017e-05 0.000133317 5.93239e-05 9.12997e-05
threshold=201.37020668845003 204.75389752000004 41.558544840500012 78.220689305400015 104.02719889955002 189.37128582595003 106.77211465075001 14.835346625500001 87.29692395375001 23.124786352450005 2.3083050893000006 13.3584252364 42.131954243650007 40.922041107600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5 -6 -8 10 -10 -9 12 13 -12
right_child=1 2 -4 5 6 -7 7 8 9 -11 11 -13 -14 -15
leaf_value=-0.026740529814828159 -0.020403948299473718 0.0157276271553278 -0.017417359144284366 -0.0082888717760443553 0.02125267056868714 0.033736508418538147 -0.02982497999404321 0.016351746376497164 -0.0030698106203406773 0.032423807340180043 -0.0057610739695344694 -0.034544314334171981 -0.011583208868401475 0.033439790788312065
leaf_weight=0.0013387388840186568 0.001489909157122867 0.0016901139317652657 0.0012773311009990941 0.0011543739533619317 0.0010497915491247843 0.0011729050392005548 0.0011209484902439124 0.0016341310368337978 0.0010025155041546441 0.0018192783900796705 0.0013086071068770799 0.0013413683363813211 0.0019113187516346551 0.001088168805660969
leaf_count=339 187 302 237 347 105 205 188 199 54 127 104 129 277 100
internal_value=9.60716e-07 -0.00584793 0.00146043 0.00163628 -0.000287581 0.0128911 0.00259717 0.000852667 0.00425561 0.0198138 -0.0017719 -0.00701424 0.00155752 0.0120367
internal_weight=0.0203995 0.00445735 0.00296745 0.0159421 0.0136149 0.00232728 0.0122761 0.0112263 0.0101054 0.00282179 0.00728359 0.00564946 0.00430809 0.00239678
internal_count=2900 726 539 2174 1622 552 1283 1178 990 181 809 610 481 204
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=16
num_cat=0
split_feature=10 3 3 22 13 22 20 2 15 12 2 22 5 9 10
split_gain=1.849e-05 5.72057e-05 3.73524e-05 2.57146e-05 6.62923e-05 6.53999e-05 6.21085e-05 9.15794e-05 8.26277e-05 8.77455e-05 0.00010735 8.06748e-05 9.28337e-05 6.68765e-05 4.73122e-05
threshold=60.474177186300004 94.260030511650015 93.862138708350017 -0.156745 98.238948544700023 -0.24103499999999997 41.621607100200002 68.519383356500015 39.940798674500009 195.51336019310003 86.011634045550025 -0.058529999999999992 21.495293572000005 199.82130058355003 71.273713496300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 14 7 -6 9 10 -9 12 -8 -12 -2
right_child=1 -3 -4 4 6 -7 11 8 -10 -11 13 -13 -14 -15 -16
leaf_value=-0.010916424315475114 0.012022373745220081 0.023697659292195847 -0.019072907589332767 -0.021617465103136613 -0.020277324023211734 0.023980856287637926 -0.015729931087733569 0.035478315029680775 -0.0087010076798645832 0.040596450586263245 -0.017912532906955991 -0.028950973400170821 0.02006298482601401 0.014650591513241495 -0.018461254985693884
leaf_weight=0.0014409718365619778 0.0010007366195000644 0.0010344840188052156 0.0010198614212983603 0.0014433126036269761 0.0010910465537961045 0.0015088606044315954 0.0015754950423125802 0.0011198304638757595 0.0015966540857860201 0.0012306482388237949 0.0012687749580266861 0.0013344471517954259 0.0013417255897570507 0.001254103561830977 0.0010364606360414321
leaf_count=298 101 169 124 554 79 231 223 82 139 138 97 186 91 125 263
internal_value=1.76477e-06 0.000836111 -0.000490898 0.000637001 -0.00138636 0.00820083 0.00108553 0.0065229 0.0110423 0.0175107 0.00971148 -0.00858415 0.000732407 -0.00172565 -0.00348672
internal_weight=0.0202974 0.0188564 0.017822 0.0168021 0.013256 0.00354606 0.0118127 0.00756106 0.00647001 0.00487336 0.00364271 0.00425167 0.00291722 0.00252288 0.0020372
internal_count=2900 2602 2433 2309 1714 595 1160 660 581 442 304 500 314 222 364
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=17
num_cat=0
split_feature=6 8 13 16 20 13 17 16 13 18 17 22 2 18 9 22
split_gain=1.8025e-05 4.41165e-05 5.49201e-05 4.33374e-05 0.000124633 8.79181e-05 3.54421e-05 8.71862e-05 8.00333e-05 5.7142e-05 3.55106e-05 4.14804e-05 6.62142e-05 0.000156237 7.81926e-05 2.99374e-05
threshold=5.0951190466500007 2.5480115570500002 98.238948544700023 15.919962772200003 41.028010303750008 108.36905878025001 173.53196984515003 19.214955067100004 112.82921081865001 14.117867417450002 198.64683373915003 -0.01762 116.16618105335002 13.24392582145 193.75542554275003 -0.086339999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -8 -9 10 11 12 14 -14 -10 -15
right_child=1 2 3 5 -6 6 7 8 9 -11 -12 -13 13 15 -16 -17
leaf_value=-0.01248561552181948 0.021060148857806681 -0.022090304501076727 -0.0054317161939742738 -0.022279876226047018 0.039795059178076846 -0.015321625908029102 0.029519535295458206 -0.024854441107001687 -0.0027269007452167251 0.024416631674976638 -0.013705444387066876 0.020474715510602301 -0.042084912362842598 -0.0058948393830241825 0.032939216525013117 0.018287220754279031
leaf_weight=0.0010930185317873297 0.0010098138702141031 0.001098200160568749 0.0014880985788630159 0.0017295237778513503 0.0010317878852101198 0.0011106238114711392 0.0011495658965150072 0.0011120992684908746 0.0014950906581301382 0.0011481638719841323 0.0014326596373051004 0.0012017554976611611 0.0010105875056124203 0.0010439652909873252 0.0010438534886816342 0.0010045893058572288
leaf_count=540 130 370 197 320 106 232 139 105 92 93 103 106 148 80 57 82
internal_value=3.9274e-06 0.000718267 -0.000416588 0.00098334 0.0130868 -0.0011226 0.0017467 0.00337494 0.000510586 0.00351767 0.000602948 0.00361759 -1.1782e-06 -0.0099091 0.0119368 0.00596378
internal_weight=0.0202034 0.0191104 0.0181006 0.0170024 0.00251989 0.0144825 0.012753 0.0116423 0.0104928 0.00938067 0.0082325 0.00679984 0.00559809 0.00305914 0.00253894 0.00204855
internal_count=2900 2360 2230 1860 303 1557 1237 1005 866 761 668 565 459 310 149 162
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=16
num_cat=0
split_feature=2 5 5 5 15 18 17 0 9 20 23 3 16 20 20
split_gain=1.65783e-05 3.59508e-05 4.61406e-05 8.92112e-05 3.7921e-05 3.57524e-05 0.000141474 9.27102e-05 3.45346e-05 4.79283e-05 8.84876e-05 8.28316e-05 7.29388e-05 5.46664e-05 0.000136486
threshold=325.75432260090003 26.225713454500006 23.721757872050002 22.963361893800002 40.896729687200008 13.278511569200001 187.98346801990002 87.29692395375001 210.97856947250003 41.792045663550006 0.08784500000000002 75.559115756250023 15.444963882950001 39.893178577750007 37.360990606650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 9 12 11 -11 -9 14 -14
right_child=-2 -3 -4 -5 -6 7 -8 8 -10 10 -12 -13 13 -15 -16
leaf_value=-0.0087944697988623765 -0.012362599207613045 0.015445735769337852 -0.01834851633812187 0.027825063608530404 -0.019024036081188599 -0.030324720360730542 0.035981005936244724 -0.024550794390619548 -0.011262160213232918 0.022226302936335464 0.036518234901900114 -0.015936235836735636 0.016850669230264011 0.022338961680941183 -0.031325729848040738
leaf_weight=0.0016682183637369485 0.0010284784658131643 0.001516081676045721 0.0013525648747248374 0.0011418787663658439 0.001102098341277947 0.0010696268214252886 0.0012229942054560183 0.0011747187416440369 0.0019574411825090164 0.0010527544491077115 0.0010632734461504048 0.0012370854968714318 0.0013361097096238027 0.0011308902850795111 0.0010503381711108872
leaf_count=128 231 284 238 101 79 103 70 393 316 192 154 270 115 114 112
internal_value=4.53475e-06 0.000671304 -0.00060428 0.000876536 -0.001166 0.000243486 0.0101457 -0.00234221 0.000650088 0.00354841 0.0126787 0.001609 -0.00297644 0.00422895 -0.00435302
internal_weight=0.0201046 0.0190761 0.01756 0.0162074 0.0150655 0.0139635 0.00289121 0.0110722 0.0100026 0.00804517 0.00335311 0.00228984 0.00469206 0.00351734 0.00238645
internal_count=2900 2669 2385 2147 2046 1967 198 1769 1666 1350 616 462 734 341 227
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=16
num_cat=0
split_feature=8 8 4 18 0 16 16 16 13 7 9 4 17 10 18
split_gain=1.96444e-05 4.53311e-05 4.2307e-05 4.11117e-05 5.47194e-05 3.30484e-05 0.000108848 5.29874e-05 5.66908e-05 3.80958e-05 0.00010027 9.86508e-05 8.92779e-05 7.33653e-05 5.03961e-05
threshold=1.7486353823000003 2.8477776226000002 390.96858665540009 16.946027197700001 98.851916998450022 15.689963310050002 18.594956516900002 19.274954926800003 112.82921081865001 23.124786352450005 198.12670160920004 227.97173202615002 188.54236693505001 62.197478847950002 12.868666868750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 -9 11 -11 12 14 -12 -10
right_child=1 2 -4 -5 -6 6 7 8 9 10 13 -13 -14 -15 -16
leaf_value=-0.012486485679886541 0.019663137163265062 0.015844662099395255 -0.018597035604320154 0.020452087183966929 -0.02161804993073236 -0.030213188654541069 0.020364400854150207 -0.022339634024339874 0.0060616359671121674 0.037086139819284408 -0.014571772697009306 -0.024657439889392702 0.023583398224827447 0.018485933677653259 -0.022768586335275887
leaf_weight=0.001184318961479836 0.0011922409425281491 0.0013977278021081061 0.0012017020377722591 0.0010035913947000234 0.0011301780446622703 0.0011145947645876128 0.0014526400995635855 0.0010261552247197167 0.0013692918479572 0.0010138554797913812 0.0014992802070086242 0.0015074421703236982 0.0016113707848290915 0.0012157139424289198 0.001088148020648827
leaf_count=496 205 202 237 212 231 327 157 89 103 82 119 187 90 87 76
internal_value=5.62782e-06 0.000791577 -0.000484503 0.000840261 -0.000435621 0.00123894 -0.000343787 0.00248145 -3.30084e-05 0.00242694 0.0102515 -0.00280538 0.00529053 0.000230732 -0.00670431
internal_weight=0.0200083 0.0188239 0.0176317 0.01643 0.0154264 0.0142962 0.0128985 0.0117839 0.0103313 0.0093051 0.00372885 0.00557625 0.00406881 0.00271499 0.00245744
internal_count=2900 2404 2199 1962 1750 1519 1317 990 833 744 288 456 269 206 179
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=16
num_cat=0
split_feature=15 15 6 6 0 18 22 6 6 22 22 8 20 19 20
split_gain=1.96129e-05 5.17178e-05 4.33871e-05 2.74351e-05 8.92e-05 4.39057e-05 6.80514e-05 6.36197e-05 5.65871e-05 5.70228e-05 9.34859e-05 7.47648e-05 5.55317e-05 9.92499e-05 5.1222e-05
threshold=43.132842597400007 45.49682449725001 16.705390318750002 16.555386813950005 85.716110573100011 13.278511569200001 -0.085249999999999992 16.375382608200002 15.925372093750001 -0.060760000000000002 -0.01762 8.1436447804000007 46.177190236600005 11.950964240300001 38.592454371550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 8 9 11 -11 12 13 -7 -12
right_child=1 -3 -4 -5 5 7 -8 -9 -10 10 14 -13 -14 -15 -16
leaf_value=-0.028650087948727272 0.024932540053979758 -0.0060084862086666677 -0.01915145313946065 0.014618852743171746 0.033426007933006596 0.033101058827171487 -0.0010557689595671663 -0.024468138676837212 0.022305621212777287 0.029756729333111288 0.014190312656321405 -0.023913254474071773 -0.017381272558695229 -0.0067991952455739024 -0.014451216528134051
leaf_weight=0.001076309396863478 0.001048864985565444 0.0011139744997420817 0.0012372899174186913 0.0012319612303032653 0.0010024791921391801 0.0010078532432884601 0.0013339162514469658 0.0010740635832325882 0.0011224323269285472 0.0013050342430465625 0.0010382633873181209 0.0019100389630309911 0.001218990095838493 0.0016343768886146991 0.0015664463911542297
leaf_count=145 88 176 294 99 66 317 87 91 78 127 154 261 269 299 349
internal_value=5.39318e-06 0.00899631 -0.00108957 0.000263027 -0.00089365 0.00120813 0.0137394 -0.00125686 0.00105078 -0.00141354 0.00791095 -0.00773042 0.000274774 0.00842037 -0.00303442
internal_weight=0.0199223 0.00216284 0.0177595 0.0165222 0.0152902 0.0142139 0.0023364 0.0118775 0.0108034 0.009681 0.00390974 0.00577126 0.00386122 0.00264223 0.00260471
internal_count=2900 264 2636 2342 2243 2098 153 1945 1854 1776 630 1146 885 616 503
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=14
num_cat=0
split_feature=13 19 6 21 19 0 20 21 0 12 20 16 15
split_gain=1.81218e-05 4.47954e-05 3.50005e-05 0.000119175 5.04196e-05 7.69274e-05 3.95443e-05 4.43994e-05 8.13072e-05 8.72035e-05 9.72109e-05 7.99561e-05 0.000113856
threshold=95.870416931800023 11.850956171350001 13.665319288000001 5.1659621353500009 12.851036860900001 94.047642319350018 37.858673296900008 5.7087410616000005 86.597924839850023 131.64402048350004 42.131954243650007 22.634947069650003 34.761639995350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 11 9 -9 -11 12 -8
right_child=1 2 4 -5 5 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.0092262638406637558 0.018986896770038668 0.0094185745033774984 0.018539138491046898 -0.037049641837837953 0.015181704602006752 -0.023822358267234365 0.0056489197477597036 0.020247260689994065 0.023657507206850743 0.004337867575294572 -0.036560268483110663 0.0073174997799977798 -0.036991234124248339
leaf_weight=0.0019202031530695099 0.0012846984999958051 0.0011928192770670467 0.00153478465346808 0.0010271980490080823 0.0018881019810828023 0.0012877683348534461 0.0010659826120243973 0.0010930751825392604 0.0016962428946190045 0.0013005375322657775 0.0010507127490647352 0.0019772748834591403 0.0015178829398150295
leaf_count=773 175 189 228 259 157 217 122 67 120 99 197 164 133
internal_value=6.24375e-06 0.000995707 -0.000393947 -0.0120822 0.00140646 -0.000635461 0.00194088 -0.000635984 0.00573631 -0.00308943 -0.0139384 -0.00781778 -0.0193999
internal_weight=0.0198373 0.0179171 0.0166324 0.00222002 0.0144124 0.0128776 0.0115898 0.00970171 0.00514057 0.00344433 0.00235125 0.00456114 0.00258387
internal_count=2900 2127 1952 448 1504 1276 1059 902 483 363 296 419 255
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=15
num_cat=0
split_feature=23 13 21 15 22 22 5 21 12 21 21 7 9 20
split_gain=1.81846e-05 2.7669e-05 7.39204e-05 0.000124588 4.13646e-05 7.88989e-05 6.00404e-05 6.96152e-05 0.00010798 6.8226e-05 9.04031e-05 9.94746e-05 5.17674e-05 5.00786e-05
threshold=0.12064000000000002 117.55283175385001 5.977284140550001 42.133814420300006 -0.156745 -0.23771499999999998 22.694406402050003 6.9984086918000008 211.56805207830004 4.3636502323000004 3.2025200283000004 25.027970878050002 195.51131808980003 48.461603274950008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 9 -9 10 11 12 -6 -7
right_child=-2 2 -4 -5 6 13 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0069813453960859105 -0.01190852688819539 -0.026149693183893499 0.022007037629394544 0.020203169304528909 0.00045000403540304963 0.037010555772540477 -0.027656841556365098 -0.031064338384323893 0.0077528320785762985 0.022024202188729681 -0.028540578891004566 -0.020181862474983239 0.028585134665404677 0.0054794534188023318
leaf_weight=0.001957434653940722 0.0012037106725295973 0.0012292291900288235 0.0019789835538357309 0.0010976563616563739 0.0012135071686193025 0.0010050760676999079 0.001025483055472772 0.0017148260661753716 0.0012311177432259663 0.0015465960700998573 0.0010199474793969876 0.0011012906762804583 0.0014183158839145005 0.0010097453559502201
leaf_count=426 159 123 166 97 128 166 256 313 231 223 112 279 104 117
internal_value=2.20444e-06 0.000775125 0.00779953 -0.00428376 -0.0013484 0.00731719 -0.00469975 -0.00215345 -0.0148425 0.00378043 -0.00215591 0.00505282 0.0156123 0.0212085
internal_weight=0.0197529 0.0185492 0.00430587 0.00232689 0.0142433 0.00397226 0.0102711 0.0092456 0.00294594 0.00629966 0.00475306 0.00373311 0.00263182 0.00201482
internal_count=2900 2741 386 220 2355 709 1646 1390 544 846 623 511 232 283
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=16
num_cat=0
split_feature=13 22 15 0 6 13 16 16 9 22 2 7 17 13 6
split_gain=1.68944e-05 3.99547e-05 2.64322e-05 8.13389e-05 9.99614e-05 7.96062e-05 6.5482e-05 0.00010124 4.05013e-05 5.34203e-05 7.58846e-05 0.000143624 7.54688e-05 6.05061e-05 2.98302e-05
threshold=95.870416931800023 -0.58350999999999986 24.200063469100005 96.055920542800024 14.685343120700002 99.381543250150017 19.214955067100004 20.394952307700002 204.88165762580005 -0.01762 116.16618105335002 22.995933042550003 195.53954078470002 117.58509325145 13.915325129350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 -6 -8 9 10 13 -12 -13 -9 -7
right_child=1 2 3 -5 6 14 7 8 -10 -11 11 12 -14 -15 -16
leaf_value=-0.0089333823354885294 0.0199659319520573 0.012942910692355267 -0.031072085501330712 0.025502439045488514 0.025727674370995202 -0.032190905720364649 -0.028494266586554701 -0.0051421232661778187 0.015619702846959217 0.017467567549697149 -0.043984034865320043 0.020152296762705708 -0.018044392789771772 0.026345862652545772 -0.0082410630416397609
leaf_weight=0.0019103966366811184 0.0010415864861934567 0.0011343707506497229 0.0010020939906282287 0.001299649219458022 0.0010452097921314915 0.0010205013482127989 0.0011503127149005152 0.0014327014225727916 0.0019856086919676219 0.001331719824245293 0.0011133184360195853 0.0010082003683265506 0.0010622865111693525 0.0010630561171787178 0.0010604916464501384
leaf_count=773 96 182 210 186 186 192 118 89 178 100 137 86 83 61 223
internal_value=2.01725e-06 0.000963656 -0.000220849 0.0017206 -0.000813983 -0.00836869 0.00189513 -0.000559739 0.00301188 -0.000558684 -0.0047854 -0.0150194 0.000555057 0.00827004 -0.0199859
internal_weight=0.0196615 0.0177511 0.0167095 0.0134942 0.0121945 0.00321536 0.0111924 0.0101472 0.00899689 0.00701128 0.00567956 0.00318381 0.00207049 0.00249576 0.00208099
internal_count=2900 2127 2031 1434 1248 597 1038 852 734 556 456 306 169 150 415
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=16
num_cat=0
split_feature=8 22 2 13 0 10 13 20 6 21 21 22 5 15 15
split_gain=1.65837e-05 3.89537e-05 9.22743e-05 9.45408e-05 5.20391e-05 4.70828e-05 8.09119e-05 6.19184e-05 7.82509e-05 7.18757e-05 7.22554e-05 0.000128154 8.67582e-05 4.11525e-05 2.08218e-05
threshold=8.8430989333000021 -0.033594999999999993 220.59538940565002 113.96105169155001 94.964406541850011 82.570614560500005 100.85481830565001 40.166811829450005 16.505385645700006 12.749485150050001 8.4396577508000021 -0.103615 21.964328598750004 29.712811603950005 35.054707749500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 -1 13 9 10 11 -9 -13 -8 -15
right_child=-2 2 -4 -5 -6 -7 7 8 -10 -11 -12 12 -14 14 -16
leaf_value=-0.02775527754124435 -0.010416619719851862 -0.012907224668025328 -0.016918247915743142 0.037800137550321744 0.016649380516726597 0.016152205467218798 -0.027045882772299058 0.034652766035154756 -0.015402221294424992 0.033122130077822137 -0.018321551713433328 -0.021176890386128203 0.018032583135510618 0.0063949292857608574 -0.013897094636068474
leaf_weight=0.001275068644173657 0.0014178088544329571 0.0010159576623495106 0.0011053286893009696 0.0012966698111148006 0.0014400304618834416 0.0012917723126758341 0.0012303367702716367 0.00140300182616592 0.0016388184124052456 0.0010426843250130324 0.0011017653505454028 0.0012691579236942057 0.0010161488555970599 0.0010012952086155824 0.0010215854297742633
leaf_count=299 158 173 214 136 298 426 230 117 181 122 125 127 88 103 103
internal_value=-6.79699e-07 0.000812991 0.00847604 0.0159558 0.00442283 -0.00198779 -0.00394054 -0.00110922 0.00390457 0.00932916 0.00415 0.0108627 -0.00374262 -0.0126242 -0.00385285
internal_weight=0.0195674 0.0181496 0.00485799 0.00375266 0.00245599 0.0132916 0.0119999 0.0107248 0.00747158 0.00583276 0.00479007 0.00368831 0.00228531 0.00325322 0.00202288
internal_count=2900 2742 821 607 471 1921 1495 1196 760 579 457 332 215 436 206
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=15
num_cat=0
split_feature=9 9 12 23 0 10 20 10 21 9 9 17 17 4
split_gain=1.5485e-05 3.85691e-05 5.34526e-05 5.8434e-05 3.33213e-05 4.42771e-05 0.000105684 8.62345e-05 8.26376e-05 8.02169e-05 6.98968e-05 7.18915e-05 6.26917e-05 5.41559e-05
threshold=187.70546222865002 181.61255275325001 150.89336347300005 -0.15684499999999998 85.716110573100011 64.434276012450013 40.621691032550004 62.014663695050011 8.8712712239000009 201.78065190905002 200.80358209610003 191.89151741935004 193.92177542215003 249.12803587805004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 -6 -8 10 -9 12 -12 -7 -13
right_child=4 -3 3 -5 5 8 7 9 -10 -11 11 13 -14 -15
leaf_value=-0.020275909902919751 -0.016644269786979592 0.017372550059702421 0.018559035002824548 -0.0082971060605086053 0.031176120963844041 -0.029374401988516666 -0.026049119512649863 0.024027709472878401 -0.028987923288723294 -0.01135176087677138 0.030294959496762766 0.015870938739957954 0.0023656657705029976 -0.014109679562730671
leaf_weight=0.001053097475233202 0.001370845300204781 0.0016281953195308035 0.0016857878558803902 0.0015597969812505916 0.001331073844100251 0.0012211930708903034 0.0010423806687649417 0.0014163229974003128 0.0012144796377134247 0.0011704821824876088 0.0010714875041170483 0.0010849036544451351 0.0012688896184074872 0.0013550468286750855
leaf_count=315 190 132 276 593 102 125 88 105 245 87 147 139 116 240
internal_value=1.77666e-06 0.00426501 -0.000699683 0.00565223 -0.00186339 -0.000199312 0.00707394 -0.001766 -0.00519893 0.00801914 -0.000384938 0.00870294 -0.0132004 -0.000779047
internal_weight=0.019474 0.00592688 0.00429868 0.00324558 0.0135471 0.0121763 0.00496026 0.00362919 0.007216 0.00258681 0.00600152 0.00351144 0.00249008 0.00243995
internal_count=2900 1316 1184 869 1584 1394 382 280 1012 192 767 526 241 379
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=15
num_cat=0
split_feature=13 18 22 17 22 17 20 20 20 16 19 14 4 18
split_gain=1.6421e-05 3.82637e-05 3.73143e-05 5.59038e-05 0.000106647 6.7693e-05 5.69854e-05 0.000111319 0.000110319 0.000112534 0.000105791 6.79693e-05 4.89627e-05 3.49895e-06
threshold=92.138837046750012 17.140917755100002 0.15675000000000003 182.28951942140003 -0.23378499999999999 185.98603786385004 36.625813070500008 40.337496327150006 41.21013581150001 22.634947069650003 14.251149826300002 215.46922788060002 250.44545574145002 14.682853263650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 11 -9 10 13 -8 -12 -10
right_child=1 -3 -4 5 -6 6 7 8 9 -11 12 -13 -14 -15
leaf_value=-0.01059723001253534 -0.010488545465495401 0.019769116469732714 -0.01382054798101961 -0.025142722073487219 0.028626015935187099 0.023211720822048885 -0.037709423828606252 0.030962293091230331 0.004174118445012631 0.023001343862467816 -0.009023108993029225 -0.0058878577134628199 -0.037064632288763166 0.012530829085888276
leaf_weight=0.0013592396395062543 0.0011290192998159414 0.0010042593085497339 0.0018270147786858182 0.0011167395586258498 0.0018219274702813001 0.0010199146754800636 0.0011137901714735055 0.0013295089990872366 0.0010031127913069267 0.0014833723231050325 0.0012950228093409066 0.00168926701951011 0.0011993523393028505 0.0010010260657358216
leaf_count=592 208 126 214 141 336 131 121 112 140 132 89 197 146 215
internal_value=1.92976e-06 0.000800828 -0.000317793 0.001305 0.013661 -0.00167121 0.000682907 -0.00158884 0.0049069 -0.000884057 -0.0087602 -0.0185321 -0.0225061 0.00834812
internal_weight=0.0193926 0.0180333 0.0170291 0.0152021 0.00295095 0.0122511 0.0111344 0.0101145 0.0073114 0.00598189 0.00449851 0.00280306 0.00249438 0.00200414
internal_count=2900 2308 2182 1968 544 1424 1283 1152 834 722 590 318 235 355
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=15
num_cat=0
split_feature=22 22 5 5 22 23 2 7 17 9 12 12 9 22
split_gain=1.64448e-05 4.53473e-05 2.85226e-05 8.25742e-05 4.67661e-05 7.87832e-05 6.92406e-05 5.98097e-05 8.32361e-05 5.12497e-05 5.33897e-05 4.98918e-05 6.50802e-05 2.71904e-05
threshold=0.20327000000000003 0.090855000000000033 25.763052016400003 23.803605515150004 -0.033594999999999993 0.10098000000000003 115.23517099855002 22.969987962250006 187.98346801990002 212.35308743945004 212.36614019295004 177.99439387375003 198.65201223855004 -0.0086649999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 10 11 12 -9 -6
right_child=-2 -3 -4 -5 13 6 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0011675736560509715 0.0096581349331520891 -0.02032476505934671 0.013445797814199035 -0.027017632233268453 0.026895507720745018 0.0012077963811019886 -0.033904672349162002 0.0085848507784135782 0.031265935235495833 0.01531736862825829 -0.022949517772907439 0.017697120426066002 -0.023114617844439356 0.0038117165777429326
leaf_weight=0.0016933177484538776 0.0016157646285335078 0.0011233023992711982 0.0015298995707359033 0.0011192323452646749 0.0010068635718829752 0.0010286469757989629 0.0012369630189264147 0.0012315800191414843 0.0014853595826815891 0.0012584661145094156 0.0015177256134268017 0.0010555715060455687 0.0013660016614386117 0.0010346008602603101
leaf_count=221 242 198 323 196 115 93 165 176 115 205 359 141 162 189
internal_value=1.12481e-06 -0.000881048 0.000437527 -0.0008862 0.00121563 -0.00118819 -0.0179627 0.0027673 0.0139882 -0.00278034 -0.00718489 -0.000635369 -0.00808509 0.0151968
internal_weight=0.0193033 0.0176875 0.0165642 0.0150343 0.0139151 0.0118736 0.00226561 0.00960802 0.00317868 0.00642934 0.00517088 0.00365315 0.00259758 0.00204146
internal_count=2900 2658 2460 2137 1941 1637 258 1379 336 1043 838 479 338 304
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=15
num_cat=0
split_feature=23 2 20 19 8 20 17 5 17 21 23 18 9 6
split_gain=1.61432e-05 3.1176e-05 0.000102143 6.0598e-05 4.18878e-05 6.60455e-05 4.63358e-05 4.1922e-05 4.11876e-05 6.28913e-05 9.03316e-05 3.72154e-05 4.11506e-05 2.84739e-05
threshold=-0.25095999999999996 248.59864686230003 43.022303514600004 11.450923895500003 7.943800736700001 41.811877919650009 203.93111730270002 23.606333875400001 193.73902333365001 1.9498618639500001 0.090390000000000012 13.788608055100001 203.09362050815002 16.425383776450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 8 9 -6 -11 -10 -13 -12
right_child=1 2 -4 4 6 -7 -8 -9 11 10 13 12 -14 -15
leaf_value=-0.011304385095767984 -0.024134502028214266 -0.0072740124470248683 0.031999168774108501 -0.0088422889297328638 -0.022151237329517369 0.023196552685706348 -0.019544584773036344 -0.016379223301885192 0.02573691998652497 -0.012289543555852961 0.02902237571109258 -0.0093002010325904869 0.018308837978295352 0.0066211282845847659
leaf_weight=0.0011853658216714009 0.0010536074979967608 0.0014452007819034285 0.0012223860286950197 0.0010037666736691419 0.0012589336474646568 0.0017922309899995326 0.0013246503129461249 0.0013082040858903117 0.0011905385578794281 0.0019927444172327391 0.0010429018622627462 0.0011440320176914209 0.0010222210474446491 0.0012445417220452448
leaf_count=276 391 313 240 266 98 307 169 200 86 148 94 96 131 85
internal_value=1.73308e-07 0.000742724 0.0107224 -0.000988386 0.000714045 0.0116946 -0.00194899 0.000335187 0.00279315 -0.00250384 0.00327505 0.0115339 0.00372807 0.0168344
internal_weight=0.0192313 0.018046 0.00266759 0.0153784 0.0143248 0.002796 0.0115288 0.0102041 0.00889591 0.00553912 0.00428019 0.00335679 0.00216625 0.00228744
internal_count=2900 2624 553 2071 1680 573 1107 938 738 425 327 313 227 179
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=15
num_cat=0
split_feature=15 15 13 0 18 6 16 9 21 21 6 15 22 8
split_gain=1.77907e-05 4.63851e-05 3.68904e-05 2.71249e-05 4.52083e-05 3.76698e-05 4.69208e-05 3.33343e-05 4.84285e-05 0.000114541 6.45658e-05 0.000121609 9.7252e-05 3.75453e-05
threshold=43.132842597400007 45.49682449725001 117.68187774410002 85.716110573100011 13.075178189100003 16.455384477450004 22.574947209950004 210.97856947250003 3.2821610579500002 1.7359311306500003 13.665319288000001 17.382777826050003 -0.091399999999999995 8.1436447804000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 9 13 11 -10 -12 -6
right_child=1 -3 -4 4 5 -7 -8 -9 10 -11 12 -13 -14 -15
leaf_value=-0.012355703502938842 0.024223429070678759 -0.005704651133095236 -0.017386439402809411 0.019710355364082197 0.010257887563211715 -0.015346394913927126 0.020996618162447016 -0.012586642470301265 0.0069973618275672089 0.039066694180460243 0.030903683985161298 -0.035619360726654274 -0.0096131437437507201 -0.01473080525231669
leaf_weight=0.0015379098871389123 0.0010015262059489549 0.0010723731387663046 0.0012802499465070219 0.0012597806776857299 0.0014002404625686623 0.0014459630440837304 0.0011441300057928325 0.0018311598897775361 0.0013190099832745984 0.0010445213527095838 0.0010440662069453044 0.0013599471620112623 0.0013694761478660888 0.0010537570931452578
leaf_count=340 88 176 149 87 352 131 86 340 357 113 104 346 149 82
internal_value=1.74943e-06 0.0087482 -0.00105963 0.000262469 0.00162216 -0.000129043 0.00177336 -0.000336943 0.00227406 0.0113325 -0.00394901 -0.0146366 0.0079139 -0.000472364
internal_weight=0.0191641 0.0020739 0.0170902 0.01581 0.0142721 0.0130123 0.0115663 0.0104222 0.00859102 0.00349852 0.0050925 0.00267896 0.00241354 0.002454
internal_count=2900 264 2636 2487 2147 2060 1929 1843 1503 547 956 703 253 434
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=16
num_cat=0
split_feature=9 9 16 19 22 13 0 10 3 10 17 2 9 6 15
split_gain=1.6886e-05 5.89497e-05 3.62347e-05 4.57628e-05 5.04993e-05 5.90495e-05 5.4489e-05 5.79459e-05 6.13334e-05 5.07284e-05 0.000106022 8.3617e-05 5.70601e-05 5.39427e-05 7.4754e-05
threshold=216.18094582280003 211.28556348310002 11.934972090850001 11.950964240300001 0.20327000000000003 104.02719889955002 95.762878606550018 69.873026810350026 89.227236891450005 62.041548276350007 195.76335783930003 118.29074621970001 199.68228938305 16.575387281250006 40.452545866750008
decision_type=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 -7 12 11 -11 13 14 -10
right_child=-2 -3 3 4 -6 6 -8 -9 9 10 -12 -13 -14 -15 -16
leaf_value=-0.016912140981607551 0.0093567711176771647 -0.023701792559668124 0.018961021771478515 -0.022477076516512314 0.020887991639159522 0.022186670069707932 0.021831838409740612 -0.024330243326941708 -0.026068980534956338 -0.018982619003740858 -0.034133856172797537 0.018970685343922912 0.024622523531950876 0.016885576250209016 0.0097703130157207919
leaf_weight=0.0011073007547381586 0.0017526837668498029 0.0010679902482218983 0.0014134038227463343 0.0012345259744371241 0.0010737024140168314 0.0011704394412106493 0.001087962450752932 0.0010195140423812097 0.0013038356964867335 0.0010710892237257852 0.0012889222004641154 0.0012673441573896856 0.0010965280889608173 0.0010839889849456365 0.0010512218909466964
leaf_count=527 286 165 250 330 111 87 95 185 113 92 112 125 87 220 115
internal_value=2.71465e-06 -0.000942892 0.000551061 0.00182638 6.4942e-05 -0.00169893 0.000543136 -0.00169405 0.000778577 -0.00229102 -0.011106 0.00158666 0.00475886 -0.0015746 -0.0100715
internal_weight=0.0190905 0.0173378 0.0162698 0.0151625 0.0137491 0.0126754 0.0114408 0.0103529 0.00933337 0.00816293 0.00362736 0.00233843 0.00453557 0.00343905 0.00235506
internal_count=2900 2614 2449 1922 1672 1561 1231 1136 951 864 329 217 535 448 228
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=14
num_cat=0
split_feature=13 18 21 21 21 15 13 13 13 22 0 0 2
split_gain=1.50278e-05 3.24816e-05 2.15501e-05 5.99091e-05 5.66032e-05 5.46001e-05 7.63585e-05 7.31059e-05 0.000118408 9.79086e-05 6.27719e-05 0.000155122 3.70398e-05
threshold=95.870416931800023 16.671733559250004 0.25448588140000006 1.8061804516000002 2.7327447008500005 23.707353846250005 107.97116697695002 112.82921081865001 116.55003687120002 -0.088099999999999998 85.807518149550006 86.345209775600011 101.83220382945002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 -4 -5 -6 -7 -8 -9 -10 -11 -12 -2
right_child=1 -3 3 4 5 6 7 8 9 10 11 -13 -14
leaf_value=-0.0085545369341706191 0.022793971838065183 0.01838019164689025 -0.019439690839153818 0.018497748098420277 -0.019069685604494707 0.026123261904587941 -0.025862766262278548 0.028217220480089206 -0.023355862865498376 0.023999862726632269 -0.033649192763195106 0.01785419899633443 -0.0023739025517033781
leaf_weight=0.0018528832156992003 0.0010394294362150438 0.0010037189465104115 0.0016687070371079757 0.00156809766120078 0.0015699586470554984 0.0010769569559367928 0.0011254228476954573 0.0013452968635767615 0.001882099999358071 0.0011555738115389402 0.0010297672242034484 0.0013533278742192678 0.00133681826693266
leaf_count=773 110 118 173 133 348 199 191 129 204 118 96 96 212
internal_value=1.0868e-06 0.000925156 -0.000159573 -0.00167668 0.000771698 -0.00186591 0.00114567 -0.00226304 0.00166239 -0.00492784 0.0048734 -0.0044011 0.00863515
internal_weight=0.0190081 0.0171552 0.0161515 0.0137752 0.0121065 0.0105384 0.00896845 0.00789149 0.00676607 0.00542077 0.00353867 0.0023831 0.00237625
internal_count=2900 2127 2009 1687 1514 1381 1033 834 643 514 310 192 322
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=15
num_cat=0
split_feature=16 16 19 6 19 0 6 16 20 19 15 23 23 16
split_gain=1.57761e-05 5.76782e-05 2.22659e-05 2.84442e-05 4.10977e-05 4.23066e-05 6.27568e-05 5.09285e-05 4.4251e-05 6.0872e-05 9.11546e-05 5.63384e-05 4.5562e-05 8.46808e-05
threshold=10.664975060650002 13.534968349350001 12.050972309250001 13.075305502400001 12.651020723000002 94.047642319350018 14.980350013450002 20.394952307700002 38.592454371550012 14.251149826300002 37.434800281900003 0.10273500000000002 0.091975000000000015 22.624947093000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 -9 -10 -11 12 13 -12
right_child=1 2 3 4 5 -7 7 8 9 10 11 -13 -14 -15
leaf_value=0.012116803691397716 -0.023239386906200692 0.015074692244816584 -0.011776955073112508 0.019924066316569213 0.024450653382943489 -0.015252703991435836 -0.018545806823141671 0.017941527110034269 0.021226028996202323 -0.023969305055677455 -0.020496837922521743 -0.017634740927326132 0.025746612017197391 0.018139006492909501
leaf_weight=0.0010169481033869233 0.0010665165194693035 0.0010182108999570996 0.0018660232919854988 0.0010996264328136393 0.0011181150937180648 0.0016338192232258084 0.0013565002880938206 0.0014954307995793678 0.0010573693443663556 0.0017628548759933693 0.0010163245635376184 0.0010257887161057066 0.0011087690902897296 0.001283972827885671
leaf_count=443 357 160 411 138 102 279 257 96 109 149 100 105 73 121
internal_value=8.44038e-07 -0.000687139 0.00074091 -0.000181377 0.00136875 -0.000217994 0.00197031 -0.000516637 0.00227824 -0.00095031 -0.00473374 0.0029124 0.00909504 0.0010688
internal_weight=0.0189263 0.0179093 0.0168428 0.0158246 0.0139586 0.0128589 0.0112251 0.010107 0.00875051 0.00725508 0.00619771 0.00443486 0.00340907 0.0023003
internal_count=2900 2457 2100 1940 1529 1391 1112 1010 753 657 548 399 294 221
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=14
num_cat=0
split_feature=8 22 20 13 23 7 20 6 12 23 22 22 5
split_gain=1.47503e-05 3.19974e-05 6.61834e-05 0.000119636 0.000108162 7.01461e-05 5.24226e-05 9.10801e-05 7.70312e-05 7.44203e-05 7.46455e-05 5.84422e-05 0.000113024
threshold=8.8430989333000021 -0.063985 41.24714903835001 113.96105169155001 0.090025000000000022 24.325858835450003 41.134354310300004 13.825323026450002 158.37848859105003 0.083185000000000023 -0.156745 -0.13820499999999999 21.446355970350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -4 -3 7 -1 -9 10 -8 -11 -13
right_child=-2 2 4 -5 -6 -7 9 8 -10 11 -12 12 -14
leaf_value=0.013940587361231131 -0.0099878517267224191 -0.017574038154008109 0.012922519185753937 0.039109621303618419 -0.030024403985720528 0.015577403707736741 0.0038194540487954745 -0.0075605940999956163 -0.040691248076831533 0.030122791078103318 -0.027374330575673934 -0.01676506242552039 0.023371482413349208
leaf_weight=0.0010288421856472392 0.0013708896398175593 0.0010725292589973156 0.0012784502716718122 0.0013088743953526549 0.0010833491912718898 0.0015763397360188975 0.0019030113025861205 0.001778686728109307 0.0011591295346976187 0.0012059249427526335 0.0012852123363990416 0.0013691158915005693 0.0014390212157056326
leaf_count=353 158 112 320 105 157 275 338 217 163 135 228 212 127
internal_value=9.19986e-07 0.000783921 0.00647042 0.0143759 -0.00677708 0.00215436 -0.00243358 -0.0116652 -0.0206325 0.00265072 -0.00875515 0.01171 0.00380279
internal_weight=0.0188594 0.0174885 0.00631954 0.00395774 0.0023618 0.00264887 0.0111689 0.00396666 0.00293782 0.00720229 0.00318822 0.00401406 0.00280814
internal_count=2900 2742 969 492 477 387 1773 733 380 1040 566 474 339
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=15
num_cat=0
split_feature=5 16 8 20 22 7 22 4 7 21 21 23 21 8
split_gain=1.42303e-05 6.20393e-05 4.84727e-05 0.000133204 9.00026e-05 4.55982e-05 4.07891e-05 3.69108e-05 4.41743e-05 4.74674e-05 6.96991e-05 5.07238e-05 3.31855e-05 4.26722e-05
threshold=20.766972852450003 20.784951395750003 8.543332867800002 40.621691032550004 -0.083794999999999994 22.689595575850003 -0.22089 168.72122291465004 24.373474566200006 2.6720444286000005 5.7087410616000005 0.085245000000000029 9.7129917831000032 8.3434888241000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 -1 -7 -8 -9 -10 -11 -12 13 -5
right_child=1 2 4 12 -6 6 7 8 9 10 11 -13 -14 -15
leaf_value=0.01886415444892172 -0.019679789835473402 0.03635886521076407 0.0084301693586972589 0.01958118250589877 -0.028732734622495787 -0.017478529056004825 -0.014190402532821842 0.018976977600678624 -0.017178875403960899 0.028084897449851872 0.010655095605831333 -0.019905082533679407 -0.016529975849895056 -0.0084026609833220221
leaf_weight=0.0014696939797007929 0.0017660599251321015 0.0011826862537205329 0.0013435777528621878 0.0010107885356211987 0.0012654868113821105 0.0011784902700402904 0.0011101829020470121 0.0017643422429242184 0.0011528581123258245 0.0010186150008334068 0.0011647566326311656 0.0010176572959111566 0.0011414425249640092 0.0011822933649521805
leaf_count=212 484 90 119 91 127 285 111 221 314 176 236 234 104 96
internal_value=6.53838e-07 -0.00290125 0.00125687 0.00752481 -0.00959513 0.00261336 -0.000227599 0.00258492 0.00562889 0.000219788 0.00648596 -0.00359508 -0.00270203 0.00449506
internal_weight=0.0187689 0.00889234 0.00712628 0.00451721 0.00260906 0.0098766 0.0084069 0.00722841 0.00611823 0.00435389 0.00320103 0.00218241 0.00333452 0.00219308
internal_count=2900 1111 627 381 246 1789 1577 1292 1181 960 646 470 291 187
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=14
num_cat=0
split_feature=8 8 16 16 16 9 15 19 20 5 23 6 9
split_gain=1.54096e-05 4.14713e-05 4.12086e-05 2.72108e-05 7.40034e-05 4.68043e-05 3.62952e-05 6.62633e-05 5.96935e-05 4.81289e-05 4.84011e-05 6.87245e-05 5.62894e-05
threshold=1.7486353823000003 2.8477776226000002 14.184966829400002 15.919962772200003 17.984957943350004 214.22994816675003 28.566186095050004 13.751109481500002 37.858673296900008 21.197160116700001 0.10500500000000003 16.505385645700006 199.02473417820002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 -9 -10 11 12 -11
right_child=1 2 3 4 5 -7 7 8 9 10 -12 -13 -14
leaf_value=-0.011314349960542385 0.019303293862672023 -0.0197885846748969 0.011637518505644482 -0.026843244583222677 0.013527370303836942 0.018964043303183849 -0.026986988354261124 0.018351693976010327 -0.017289983928994838 0.0020141987336696888 -0.018454465123309925 -0.013389017627251976 0.030457989294886818
leaf_weight=0.0011306261115079088 0.0011251668479258957 0.001041864226948421 0.0020012644457291099 0.0010134982117709088 0.0015110518597572517 0.0013329329753004613 0.0010394174946169879 0.0014355064404796281 0.0019699745768604338 0.0015643662341075226 0.0010126266171595656 0.0012654820804777478 0.001253027979939314
leaf_count=496 205 403 243 286 195 150 186 95 174 147 109 118 93
internal_value=1.58572e-06 0.000729922 -0.000541176 0.000761051 -0.000863585 0.00126251 -0.000872503 -0.00315322 -0.00023906 -0.00401618 0.00111561 0.00596934 0.0146645
internal_weight=0.0186968 0.0175662 0.016441 0.0153991 0.0133979 0.0123844 0.0110515 0.0095404 0.00850098 0.00706548 0.0050955 0.00408288 0.00281739
internal_count=2900 2404 2199 1796 1553 1267 1117 922 736 641 467 358 240
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=15
num_cat=0
split_feature=5 13 13 13 21 0 23 7 22 4 7 7 6 2
split_gain=1.40542e-05 5.44904e-05 5.21027e-05 5.65726e-05 4.80304e-05 0.00010046 4.09602e-05 3.48747e-05 3.37962e-05 3.2595e-05 3.5264e-05 4.17044e-05 6.50112e-05 1.81406e-05
threshold=20.766972852450003 113.92610173585001 116.67639440335002 117.55283175385001 6.338788634150001 85.40693788805001 0.091385000000000022 22.689595575850003 -0.22089 168.72122291465004 24.373474566200006 27.266563853300003 13.075305502400001 163.32842070695003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 6 5 -5 -4 -1 -9 -10 -11 12 -12 -6
right_child=1 2 3 4 13 -7 -8 8 9 10 11 -13 -14 -15
leaf_value=0.016868325560532478 -0.022417281455339486 0.018666758709900349 -0.028565009645444107 0.014785862429964953 0.024025502943448851 -0.029303999370322222 -0.0013735791257821182 -0.015624123709684823 -0.013124480473689177 0.017482959716072635 -0.021896716612057807 0.017992119104768233 0.0068234159921815377 0.0050291627169850419
leaf_weight=0.0014593772908285943 0.0012303348054505479 0.0012798312683104801 0.0012227390239517022 0.0010384485520636426 0.0010079755294496451 0.0010287550851844074 0.001012898975929385 0.001172927149206018 0.0011037524354882101 0.0017606586923517176 0.0013313103047304571 0.0010532376081703707 0.001931859633644506 0.0010028552673738635
leaf_count=212 313 165 140 113 69 103 87 285 111 221 342 361 257 121
internal_value=1.40717e-06 -0.00289454 0.000268626 -0.00346082 0.00354788 -0.0071557 -0.0162454 0.00260541 0.000113712 0.00268436 0.00555565 0.000690513 -0.00489384 0.0145515
internal_weight=0.018637 0.00882384 0.0075935 0.00631367 0.00407803 0.0020672 0.00223564 0.00981312 0.00835375 0.00718082 0.00607707 0.00431641 0.00326317 0.00201083
internal_count=2900 1111 798 633 406 216 227 1789 1577 1292 1181 960 599 190
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=15
num_cat=0
split_feature=20 16 22 22 21 8 21 12 22 6 16 5 7 18
split_gain=1.49399e-05 6.22284e-05 4.92877e-05 6.60536e-05 8.35224e-05 4.41355e-05 5.43906e-05 6.67736e-05 8.78005e-05 7.09657e-05 0.000118281 0.000132291 5.73827e-05 3.24691e-05
threshold=37.020641110850008 19.774953757550005 0.20327000000000003 -0.0023999999999999998 1.1877328917500003 8.7431769115000026 5.7587983756000005 242.18228154970004 -0.088944999999999996 13.705320222600003 19.304954856600002 22.073674782200005 22.913946662950003 14.597307883300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 12 9 -9 -8 -11 -12 -6 -14
right_child=2 -3 -4 -5 5 -7 7 8 -10 10 11 -13 13 -15
leaf_value=-0.026040032967167916 0.02292663638233014 0.0072934868684227305 0.020756534827180637 -0.01848320911693719 0.0059991714760235185 0.01871260529966158 -0.027526534628424498 -0.0023738632192020297 0.038054149046825102 0.03104982508573171 0.011581049556823379 -0.036058401942523431 -0.030049842022884066 -0.0087263925182032836
leaf_weight=0.0010128815173900815 0.0016612915619389013 0.0012527035300387013 0.0011783306069096484 0.0017955219213342472 0.0012380452470096776 0.0010315167194285936 0.001016596943566421 0.0011129663043034331 0.0010383982463634811 0.001020556928924693 0.0013049069643784605 0.0010535068217246979 0.0014814588152630877 0.0013786122903847861
leaf_count=384 243 84 168 405 133 113 252 240 89 162 92 126 153 256
internal_value=2.23918e-07 -0.00760902 0.0010571 -0.000476761 0.00194724 -0.00103762 -0.00295144 0.00270393 0.0171395 -0.00436141 0.00260805 -0.00969956 -0.0119862 -0.0197715
internal_weight=0.0185773 0.00226559 0.0163117 0.0151334 0.0133379 0.0116766 0.010645 0.00654693 0.00215136 0.00439557 0.00337897 0.00235841 0.00409812 0.00286007
internal_count=2900 468 2432 2264 1859 1616 1503 961 329 632 380 218 542 409
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=13
num_cat=0
split_feature=8 22 19 3 15 22 23 15 20 0 21 15
split_gain=1.7734e-05 2.75776e-05 6.37748e-05 8.73261e-05 8.14197e-05 4.77526e-05 7.13739e-05 0.000129926 8.48879e-05 8.58285e-05 7.42914e-05 4.14618e-05
threshold=8.8430989333000021 -0.063985 14.351157895250003 86.302194445500007 25.706584583850006 -0.082314999999999985 0.083185000000000023 26.557525034400005 41.395309858300003 86.232294534150014 11.702496363450001 31.506101402100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 10 11 -10 -1 -8
right_child=-2 2 -4 -5 -6 -7 8 -9 9 -11 -12 -13
leaf_value=-0.012780161704688327 -0.011020366711769527 -0.0026922591422305422 0.022856363349890496 -0.019211508055070874 0.031675338454184902 -0.016964290203296841 0.0059167760052251193 -0.037426302040197819 0.042633571505946273 0.007062313346846226 0.023491765952287746 -0.019205950200855679
leaf_weight=0.0012646885600063693 0.0013533520981767804 0.0018507647547735201 0.0016773026502066024 0.0015495587788576237 0.0010984752339837645 0.0018136820685289929 0.0014661690687941646 0.0011818251369192234 0.0010281363756231921 0.0019936121577412555 0.0010201730053628622 0.0011901961491261881
leaf_count=404 158 423 146 281 119 224 289 200 98 267 187 104
internal_value=-1.38952e-07 0.000870279 0.0062142 9.44153e-06 0.0101083 -0.00214151 0.000798288 -0.0105082 0.00770129 0.0191653 0.00341497 -0.00533957
internal_weight=0.0184879 0.0171346 0.0061761 0.0044988 0.00294924 0.0109585 0.0091448 0.00346669 0.00567811 0.00302175 0.00228486 0.00265637
internal_count=2900 2742 969 823 542 1773 1549 791 758 365 591 393
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=13
num_cat=0
split_feature=13 19 16 21 0 21 21 22 22 21 20 5
split_gain=1.68969e-05 3.5409e-05 2.76911e-05 3.49658e-05 7.45032e-05 7.1255e-05 4.74729e-05 4.57815e-05 8.61509e-05 9.01103e-05 5.01633e-05 7.36049e-05
threshold=95.870416931800023 11.850956171350001 15.444963882950001 1.0085888034000001 92.031298721500022 1.9231529451500002 2.9845679401500003 -0.16297999999999999 -0.098345000000000002 4.6945295958000006 41.028010303750008 21.377246852200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -8 -9 -10 -11 -12
right_child=1 2 3 5 -6 6 7 8 9 10 11 -13
leaf_value=-0.0091681090931708294 0.01755150942264188 -0.01571162274025072 -0.0063911999294890623 -0.025001907129827739 0.026038408420353688 0.020098579840312519 0.013409279052128209 -0.026832759402604042 -0.026764289173109371 0.019737010303460041 -0.019275282871783986 0.011248306346232707
leaf_weight=0.0018118925262867935 0.0011994444904753357 0.0010820764045023365 0.0013360073336023967 0.0011669271285912894 0.0015080902355849579 0.0011631560758736401 0.0017087607733225684 0.0014267118271246776 0.0010085082815178724 0.0017360960541088488 0.0013417301064550524 0.0019212580083455668
leaf_count=773 175 186 176 119 153 128 230 205 117 174 206 258
internal_value=1.29612e-06 0.00100221 -0.000286803 0.000878982 0.0108047 -0.00158152 0.00107027 -0.00135046 -0.00474296 0.000503032 0.0060039 -0.00130289
internal_weight=0.0184107 0.0165988 0.0153993 0.0143172 0.0028441 0.0114731 0.0103062 0.00914307 0.0074343 0.00600759 0.00499908 0.00326299
internal_count=2900 2127 1952 1766 329 1437 1318 1190 960 755 638 464
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=14
num_cat=0
split_feature=13 19 0 18 10 16 16 23 15 5 16 18 20
split_gain=1.3701e-05 2.87765e-05 2.79958e-05 4.02938e-05 4.41554e-05 4.33504e-05 6.00981e-05 3.34117e-05 8.43007e-05 6.95254e-05 7.82149e-05 0.000120932 6.35691e-05
threshold=95.870416931800023 11.850956171350001 98.615332683000005 15.312071772700003 71.090898343450007 19.214955067100004 20.394952307700002 0.083415000000000031 39.940798674500009 21.197160116700001 22.614947116400003 13.482409244300003 41.902916368500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -8 -9 11 -11 -12
right_child=1 2 -4 -5 -6 6 7 9 -10 10 12 -13 -14
leaf_value=-0.0082582633718214279 0.015845350542546613 0.015436134405824807 -0.014791860940725397 0.018620537674420356 -0.020450504912694061 -0.021645358651796592 0.031109130121013597 -0.018410964771847223 -0.0085253654039591942 0.041687237628278466 0.004960624015726718 -0.0051429441598867514 -0.027153798102196675
leaf_weight=0.0018104458826016584 0.001195933772490154 0.0017914337096896571 0.0012202427225916088 0.0011880423340311927 0.0010334363122259669 0.001285171494121746 0.0011328395626488703 0.0018604171883751519 0.0010196773232791223 0.0010999727010908567 0.0016041540841591484 0.0011057624512402775 0.0010009976442429906
leaf_count=773 175 405 250 151 216 139 111 144 122 83 124 84 123
internal_value=6.98638e-07 0.000904818 -0.000259809 0.000995873 -0.000623043 0.00109878 -0.00144197 0.00150061 0.0123337 -0.00199472 0.0043536 0.0182107 -0.00737895
internal_weight=0.0183485 0.0165381 0.0153421 0.0141219 0.0129339 0.0119004 0.010109 0.00882382 0.00215252 0.0066713 0.00481089 0.00220574 0.00260515
internal_count=2900 2127 1952 1702 1551 1335 930 791 233 558 414 167 247
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=15
num_cat=0
split_feature=8 23 23 7 13 22 22 22 17 0 0 14 20 23
split_gain=1.54139e-05 2.23678e-05 3.30517e-05 4.29619e-05 4.15433e-05 5.32643e-05 9.00242e-05 5.3096e-05 0.000136144 5.01723e-05 5.98943e-05 6.06749e-05 4.99455e-05 4.75379e-05
threshold=8.8430989333000021 -0.25095999999999996 -0.17732499999999998 22.041499846600004 95.870416931800023 0.17273000000000005 0.010100000000000003 -0.11600999999999999 195.76335783930003 85.807518149550006 86.388225105700016 216.12004062900004 40.922041107600009 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 -6 -9 -11 -12 -13 -14
right_child=-2 2 3 4 5 -7 -8 9 -10 10 11 12 13 -15
leaf_value=-0.012965854393500627 -0.010310887169179606 0.017156534339729669 -0.018809652614582159 -0.016768718380845097 0.033824369293009859 -0.01665121950782672 0.034012018510152071 0.015644017834678534 -0.010414565931166339 -0.026528826562573129 -0.016032837515236566 0.024038902609349953 0.013355302763570068 -0.017236759302783462
leaf_weight=0.0011004624313692831 0.0013426820162568886 0.0012842192740100651 0.0010758300185595157 0.0010891216344495495 0.0015951313745478663 0.0011753177456169115 0.0010224879317343736 0.0013743311031985794 0.0012336447791426453 0.0011082034840328575 0.0016990705759685198 0.0011488181995419344 0.0010087852618856363 0.0010231233462876244
leaf_count=270 158 167 310 592 175 127 137 137 166 113 180 144 101 123
internal_value=2.58099e-06 0.000820107 0.00177798 0.000420995 0.001956 0.00360211 0.0057249 0.00288682 0.0145315 -0.00158735 -0.00554219 -0.000776117 0.00737367 -0.00204866
internal_weight=0.0182812 0.0169385 0.0158381 0.0145539 0.013478 0.0123889 0.0112136 0.0101911 0.00282878 0.00736233 0.005988 0.0048798 0.00318073 0.00203191
internal_count=2900 2742 2472 2305 1995 1403 1276 1139 341 798 661 548 368 224
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=15
num_cat=0
split_feature=10 21 7 7 0 6 22 16 18 16 9 16 20 9
split_gain=1.65153e-05 5.39019e-05 4.20803e-05 8.1695e-05 4.09549e-05 9.09091e-05 0.00011584 6.23929e-05 5.39899e-05 6.52203e-05 5.92099e-05 6.83666e-05 5.68334e-05 8.74587e-05
threshold=84.906884675850009 16.027392061700002 19.771475517600006 22.041499846600004 86.530713386650021 16.445384243750002 -0.057185 22.604947139800004 13.565012728250002 20.674951653000004 204.17620834730005 17.654958715000003 41.941595803500007 196.26893085885004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 -6 10 12 -12 13 -10
right_child=-2 -3 3 4 7 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.019965547023200692 0.011529843268208731 -0.023221402028788342 -0.025907756026409975 -0.03204492201060815 0.02286193934255468 0.017085942181758344 -0.024900007307895208 0.026496356207844209 -0.01741186030490717 -0.022504820973417522 -0.024980789820711273 0.0070873041733180864 0.031194866914762167 0.018803088109386829
leaf_weight=0.0010514065178238311 0.0011638119407553207 0.0010072794588553693 0.0011866872839139076 0.0010710882296285401 0.0010810363470704926 0.0018417325826529701 0.001021655475161698 0.0011756423474711406 0.0011525652428001926 0.0011917152824043598 0.0012889062131896181 0.0013729910263449163 0.001020503386703564 0.0015823745725846716
leaf_count=213 541 151 294 115 71 179 118 97 220 110 214 202 213 162
internal_value=4.35412e-06 -0.000782565 0.000626697 -0.000730021 0.00143503 -0.00719141 0.00210538 0.00487527 0.00195025 -0.00102072 0.00296892 -0.00844025 0.0110559 0.00354129
internal_weight=0.0182094 0.0170456 0.0160383 0.0149869 0.0138002 0.00393448 0.00286339 0.00986573 0.00869009 0.00760906 0.00641734 0.0026619 0.00375544 0.00273494
internal_count=2900 2359 2208 1995 1701 412 297 1289 1192 1121 1011 416 595 382
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=14
num_cat=0
split_feature=20 20 20 2 9 18 18 16 22 3 6 18 7
split_gain=1.3803e-05 4.68244e-05 4.67474e-05 4.46034e-05 6.04389e-05 4.50874e-05 8.32036e-05 4.27088e-05 6.07329e-05 9.51818e-05 0.000114254 8.72619e-05 3.04463e-05
threshold=37.020641110850008 35.461062230100005 38.592454371550012 92.716362671650018 196.26893085885004 13.057710350500001 13.622618370000001 22.604947139800004 -0.15818499999999999 85.898925725950008 13.665319288000001 17.166139419800004 23.124786352450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 12 8 -8 10 11 -10 -7
right_child=2 -3 3 5 -6 6 7 -9 9 -11 -12 -13 -14
leaf_value=0.007466922541980836 0.018517603583381375 -0.021595629852052527 -0.00031285094299985901 0.016260803359015429 -0.031336131332665877 -0.024015199990837684 0.017870445065606914 0.024080054619736696 -0.028017327062462256 -0.027750666350771447 0.031997833522519226 0.012477039249972038 -0.0031442462047801597
leaf_weight=0.0010847466603639924 0.0013951466285361492 0.0011338467533923706 0.0016114426407852168 0.0018609914074309867 0.0010289524730598548 0.0016387739697022062 0.0017204211443836246 0.0010145330461845958 0.0010972643553986664 0.0012417612227025587 0.0010444075019796495 0.0010332653041632369 0.0012187779432168977
leaf_count=312 240 156 135 317 133 217 316 91 299 165 160 247 112
internal_value=3.19319e-06 -0.00738595 0.00103386 -0.000647147 -0.0124025 0.00196771 -0.000689782 0.00507344 0.00193143 -0.00427723 0.00490355 -0.00837835 -0.0151135
internal_weight=0.0181243 0.00221859 0.0159057 0.0145106 0.0026404 0.0118702 0.0100092 0.00715165 0.00613712 0.0044167 0.00317494 0.00213053 0.00285755
internal_count=2900 468 2432 2192 268 1924 1607 1278 1187 871 706 546 329
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=15
num_cat=0
split_feature=10 21 13 5 23 16 17 16 20 10 0 4 21 17
split_gain=1.51933e-05 3.08467e-05 7.54159e-05 3.45714e-05 7.5312e-05 5.28194e-05 6.55473e-05 4.04855e-05 4.6558e-05 4.89413e-05 4.98446e-05 7.18057e-05 6.33845e-05 5.59145e-05
threshold=60.474177186300004 17.650944895250003 95.870416931800023 15.299679811400003 0.088005000000000014 18.634956423400002 188.07781354100004 19.214955067100004 37.858673296900008 64.434276012450013 86.530713386650021 248.34582299520005 5.7587983756000005 188.07781354100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 -7 -9 10 11 13 -12 -10
right_child=1 -3 3 5 -6 7 -8 8 9 -11 12 -13 -14 -15
leaf_value=-0.010328403592290909 -0.02398670405758907 0.017609005311295969 -0.0071075384913101879 0.0011082425981462629 0.029325915868105713 0.021250885576493909 -0.031988281508995867 0.016867310425859473 -0.012412801798560087 -0.022728599645876139 -0.0030239394815125206 -0.023815665361997834 0.031196013263016555 0.017340657441020934
leaf_weight=0.0013196526187342133 0.0012363896943741346 0.0010267844657188266 0.0010277968989165229 0.0013475996960030422 0.0012665055231965427 0.0010709507159978324 0.0010763472923691064 0.0014693126216229766 0.0011360660677608432 0.0010402028874851865 0.0011633325968540831 0.0014354005154446135 0.0010122866682991116 0.0014224261449626852
leaf_count=298 720 110 219 266 158 121 233 98 77 117 109 210 63 101
internal_value=1.8427e-06 0.000816618 -0.000281286 0.00174447 0.0130045 -0.000377602 -0.0135882 0.00290669 0.0006431 -0.00266333 0.000719746 -0.00591427 0.0128981 0.00412901
internal_weight=0.0180511 0.0167314 0.0157046 0.0144682 0.0022943 0.0121739 0.00242395 0.00974998 0.00867903 0.00720971 0.00616951 0.00399389 0.00217562 0.00255849
internal_count=2900 2602 2492 1772 377 1395 499 896 775 677 560 388 172 178
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=13
num_cat=0
split_feature=20 22 22 21 8 17 7 7 12 18 0 2
split_gain=1.55514e-05 4.68456e-05 5.64278e-05 6.46432e-05 4.73381e-05 4.72222e-05 5.80361e-05 9.4892e-05 8.25275e-05 0.000107299 7.82629e-05 4.61184e-05
threshold=37.020641110850008 0.20327000000000003 -0.0023999999999999998 1.1877328917500003 8.7431769115000026 204.13511856875002 22.087764922150004 22.726915405250001 242.18228154970004 13.415872650200003 94.047642319350018 103.98563613345001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 -2 5 6 -5 -8 9 -9 -11 -1
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 -12 -13
leaf_value=0.0078929031041964064 0.020612952153205646 0.020528200039533276 -0.017333344815887941 -0.017930606435252155 0.019868394590882268 -0.020111992064799879 0.024712386499154738 -0.03774534981629387 0.018190769428309515 0.017804535541152137 -0.013614773376380569 -0.021126185749509398
leaf_weight=0.0010088065169160838 0.0016079723817677147 0.0011507612983317128 0.0017393825393067957 0.0015266936853830411 0.0010072875448518216 0.0013726799680431464 0.0016386239192020509 0.0010248418367356654 0.001434670232573737 0.0013485940089872361 0.001923663540028527 0.0011980398508168689
leaf_count=129 243 168 405 276 113 301 143 103 235 125 320 339
internal_value=1.80228e-06 0.00110173 -0.000426892 0.00185535 -0.000819256 -0.00284836 -0.000184852 0.00349098 -0.00257589 -0.00950924 -0.000665948 -0.00786081
internal_weight=0.017982 0.0157752 0.0146244 0.012885 0.0112771 0.0102698 0.00889709 0.00737039 0.00573177 0.0042971 0.00327226 0.00220685
internal_count=2900 2432 2264 1859 1616 1503 1202 926 783 548 445 468
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=13
num_cat=0
split_feature=22 23 22 13 10 6 23 21 23 22 23 20
split_gain=1.46879e-05 9.98583e-05 5.92629e-05 3.90573e-05 4.9063e-05 4.92008e-05 4.84198e-05 7.94214e-05 7.26444e-05 0.000136249 8.09307e-05 2.21748e-05
threshold=-0.23557500000000001 0.088105000000000017 -0.15818499999999999 98.238948544700023 75.403185184700007 14.355335410100002 0.084535000000000013 2.0547139412000006 0.094415000000000013 -0.067574999999999996 0.10236000000000002 40.337496327150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 -7 9 -8 -10 -12
right_child=2 -3 3 4 -6 6 8 -9 10 -11 11 -13
leaf_value=-0.030939722838615957 0.019169655984502456 0.0096080575347034913 -0.016435170429389006 -0.021450906424888005 0.01677874976953337 0.033474031077263211 0.0002742604703161458 -0.0011859529293466301 0.023769205457785485 -0.044176338857449433 -0.017386274251054996 0.0027306156267646532
leaf_weight=0.0010329181395142472 0.001632778712844553 0.0014742194712596655 0.0014615210861316447 0.0011222229936026515 0.001672177031075286 0.0010491795889341366 0.0019488229155597882 0.0017874462530600987 0.001459220963277108 0.0010671842431917665 0.0010213284161197933 0.0011822032248496161
leaf_count=324 266 195 593 197 263 104 227 251 121 146 86 127
internal_value=9.03741e-07 -0.00709726 0.00115619 -0.000979559 0.000855461 -0.0016476 0.00068796 0.0116337 -0.00396095 -0.0154541 0.00550285 -0.00659349
internal_weight=0.0179112 0.00250714 0.0154041 0.0137713 0.0123098 0.0106376 0.00951539 0.00283663 0.00667876 0.00301601 0.00366275 0.00220353
internal_count=2900 519 2381 2115 1522 1259 1062 355 707 373 334 213
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=14
num_cat=0
split_feature=10 6 5 0 5 21 13 23 23 16 20 13 12
split_gain=1.57492e-05 4.62675e-05 2.5778e-05 4.03063e-05 4.32055e-05 4.12068e-05 0.000114875 6.60781e-05 6.19791e-05 5.95989e-05 7.81779e-05 4.93015e-05 4.37472e-05
threshold=84.906884675850009 10.715250360100002 14.72856291645 97.152811460000024 17.671168838450004 5.7087410616000005 112.36141910395001 0.083415000000000031 0.090390000000000012 22.634947069650003 41.289992964000007 116.55003687120002 142.72328397895004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8 -9 10 -7 -12 -10
right_child=-2 2 3 -5 5 9 7 8 12 -11 11 -13 -14
leaf_value=-0.018438601123816629 0.011360278895856002 0.014577168569159386 0.021046611417610911 -0.017234620256752275 -0.03115188947926481 0.031582218043323465 0.019343843935667931 -0.025393991894360785 -0.012141965970921827 -0.013861300406674021 0.018289901342821657 -0.0079003813780622722 0.015756130329221799
leaf_weight=0.001362388654177025 0.0011420210952700826 0.0012461030913917684 0.0010172395903538271 0.0012957768743723291 0.0014070049883205772 0.0013221168722575777 0.0014310666596082725 0.0011310820925217735 0.0010185669869202663 0.0012012460830750828 0.0011855149960296012 0.0018255439310892324 0.0012542004402432971
leaf_count=384 541 165 96 218 261 147 209 121 75 127 253 198 105
internal_value=-9.67372e-07 -0.000778 0.000790951 -0.000428341 0.00127386 -0.000434114 -0.00600413 0.0013141 -0.00626607 0.00584795 0.0113118 0.00241126 0.00325328
internal_weight=0.0178399 0.0166979 0.0153355 0.0140894 0.0127936 0.0117763 0.00624192 0.00483492 0.00340385 0.00553442 0.00433318 0.00301106 0.00227277
internal_count=2900 2359 1975 1810 1592 1496 771 510 301 725 598 451 180
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=13
num_cat=0
split_feature=15 15 13 14 10 2 8 22 22 22 15 17
split_gain=1.31747e-05 4.20882e-05 4.24102e-05 2.55946e-05 0.000106613 7.23878e-05 3.53485e-05 6.10815e-05 2.97325e-05 5.17091e-05 5.73469e-05 4.72469e-05
threshold=45.169600924000008 42.670190152050004 117.66037007905001 315.57679249195007 74.784839814650013 188.32206997295003 8.0437227585500022 -0.15726999999999999 -0.096499999999999989 -0.081474999999999992 32.540328261750005 192.2469332606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 11 -10 -11 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 9 10 -12 -13
leaf_value=0.0073455843588029653 -0.010464221726423958 0.019475658848348693 -0.017929513946621865 -0.028951385765546636 0.0085575210117268992 0.023825686470802496 0.025882217597395604 -0.023095094131141164 -0.019171294693745965 -0.0081640022734018707 0.018168023438142424 -0.0017053651507015146
leaf_weight=0.0011746517563352716 0.0011270850718460073 0.001114835467152824 0.0012999530744136631 0.0012987968760565698 0.0018191477274127101 0.001473867285997449 0.0012849389986382409 0.0015021069233188231 0.0011682661164806873 0.0016175439918675524 0.0016924205330462461 0.0012010598862213229
leaf_count=268 187 110 152 246 463 262 114 556 110 177 130 125
internal_value=-9.54016e-07 0.000707436 -0.000639619 0.000939554 -0.00706702 0.00318556 3.01999e-05 -0.0097367 0.00378419 -0.0010841 0.00529985 0.0125538
internal_weight=0.0177747 0.0166476 0.0155328 0.0142328 0.00311794 0.0111149 0.00964099 0.00267676 0.00696423 0.00447823 0.00330996 0.002486
internal_count=2900 2713 2603 2451 709 1742 1480 824 656 417 307 239
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=13
num_cat=0
split_feature=22 16 5 22 17 16 6 21 7 20 10 10
split_gain=1.43731e-05 2.55447e-05 5.51127e-05 5.27495e-05 4.01126e-05 4.0921e-05 5.03066e-05 5.73019e-05 7.05143e-05 7.42549e-05 8.96313e-05 3.97867e-05
threshold=-0.50001499999999999 22.704946905950003 23.606333875400001 -0.15818499999999999 183.58889821140002 22.624947093000003 16.415383542800004 0.3574524998000001 24.199020305550004 42.674081447500008 75.403185184700007 61.907125369850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9 10 -10 -4
right_child=1 -3 11 4 5 -7 -8 8 9 -11 -12 -13
leaf_value=-0.0096790691467555715 0.018582405342971852 0.01469116470619874 -0.0014704693221608187 -0.015677374508920729 -0.017102465417445104 0.015787878894460396 -0.017538749618557628 0.022787338088776268 -0.011737910831436313 -0.022962451354474361 0.02659533177791595 -0.029416356616791053
leaf_weight=0.0014122199415991235 0.0016894317872587173 0.0012304822265287721 0.0010085857839818922 0.0014853761056335376 0.0011949665409822195 0.0017564224689863286 0.0015062352509435106 0.0018719807288740675 0.0011584841895601605 0.0010872261621497348 0.0012882812480475292 0.0010294294628241814
leaf_count=266 331 110 261 313 218 140 133 240 194 227 229 238
internal_value=-1.01675e-06 0.000837128 -0.000293588 0.0020968 -0.000357284 0.0019498 -0.00104823 0.00271466 0.00709515 -0.00121712 0.00844547 -0.0155863
internal_weight=0.0177191 0.0163069 0.0150764 0.0130384 0.011349 0.0098636 0.00810717 0.00660094 0.00540597 0.00353399 0.00244677 0.00203802
internal_count=2900 2634 2524 2025 1694 1381 1241 1108 890 650 423 499
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=13
num_cat=0
split_feature=8 8 4 7 18 20 18 7 18 21 5 18
split_gain=1.38746e-05 3.56811e-05 3.22017e-05 2.45845e-05 4.10635e-05 5.20244e-05 8.16944e-05 8.56048e-05 5.2537e-05 6.01259e-05 0.000103141 6.07385e-05
threshold=1.7486353823000003 2.8477776226000002 390.96858665540009 20.179048202600004 12.903279561150002 42.773538294100007 13.086509421050001 23.124786352450005 13.809421053700001 8.5501791199000028 15.299679811400003 14.662165311550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8 -9 10 -10 -12
right_child=1 2 -4 4 5 -7 7 8 9 -11 11 -13
leaf_value=-0.011009978145911058 0.01835121172104753 0.015653731002773272 -0.017254426366913024 -0.017580208321102568 0.030278142720872148 -0.013575145040225037 -0.019200578081305774 0.02209467660180197 0.028241297410292777 -0.020839459850391723 0.0077738981234237448 -0.019277484056794709
leaf_weight=0.0010750602322185587 0.0010727103099780607 0.0010258051230645103 0.0010689746393248789 0.0012616134596357695 0.0010774381525677926 0.001953813315926819 0.0016836704035920391 0.001558365265973416 0.0014636305429713624 0.0010041489091973943 0.0019940097771010547 0.0014218713749428666
leaf_count=496 205 240 237 149 107 294 173 131 268 205 173 222
internal_value=-7.62161e-07 0.000712824 -0.000506829 0.0007326 -0.000408072 0.001374 0.00423664 0.00116201 0.00576881 0.00144468 0.00603051 -0.00348633
internal_weight=0.0176611 0.0165861 0.0155133 0.0144444 0.0134186 0.0121569 0.0102031 0.0091257 0.00744203 0.00588366 0.00487951 0.00341588
internal_count=2900 2404 2199 1962 1722 1573 1279 1172 999 868 663 395
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=14
num_cat=0
split_feature=22 23 20 16 3 6 16 9 13 21 22 5 3
split_gain=1.52174e-05 8.45848e-05 3.92198e-05 4.19994e-05 5.07816e-05 5.75645e-05 7.36011e-05 5.7608e-05 5.62972e-05 5.49852e-05 3.56363e-05 5.47342e-05 8.09942e-06
threshold=-0.23557500000000001 0.088105000000000017 44.921040431000009 14.184966829400002 92.243686913800005 15.825369757250002 19.974953289850003 204.17620834730005 117.55283175385001 3.6073978218000007 -0.053019999999999991 22.782602051550004 78.220689305400015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 9 -6 -5 11 -10 -4
right_child=2 -3 12 4 8 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.029521253407702709 -0.020491131297585497 0.0082352161579873958 0.020496416089119802 0.032178196309744694 -0.020079358321635904 0.025092576418196594 -0.019452910915845986 -0.0060201402435147919 -0.0065957877001752213 0.0019825715458462144 -0.012941283527068035 0.023984838997814562 0.0078884444813553545
leaf_weight=0.0010087204131402289 0.0010027298208990032 0.0014409315739611298 0.0010021283650625103 0.001306690328807366 0.0019289973268820006 0.0013517922070320765 0.0012307494613894576 0.0016399757034759599 0.0011999956855675009 0.0011199108079872344 0.0011882882131315498 0.0011425448138404435 0.0010365438959116235
leaf_count=324 463 195 204 133 341 113 116 275 81 201 130 143 181
internal_value=4.46766e-07 -0.00731218 0.00118282 -0.000823433 0.00080523 0.00667346 0.0019732 0.00845782 -0.00634126 0.0182425 0.00116428 0.00831953 0.014086
internal_weight=0.0176 0.00244965 0.0151503 0.0131117 0.0121089 0.00664912 0.00529733 0.00406658 0.00545983 0.0024266 0.00353083 0.00234254 0.00203867
internal_count=2900 519 2381 1996 1533 838 725 609 695 334 354 224 385
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=12
num_cat=0
split_feature=8 8 23 20 23 20 23 17 22 22 14
split_gain=1.44244e-05 3.05246e-05 3.22028e-05 5.6023e-05 4.89119e-05 8.80416e-05 5.8361e-05 6.56261e-05 0.000107646 5.86895e-05 4.05945e-05
threshold=1.7486353823000003 2.8477776226000002 0.070195000000000021 41.43512228960001 0.088565000000000019 39.788107623550012 0.091545000000000029 192.2469332606 -0.033594999999999993 -0.083330000000000001 241.54317565595002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -6 9 -9 -8 -7
right_child=1 2 4 -5 6 10 7 8 -10 -11 -12
leaf_value=-0.011234628245133566 0.017076865266159081 0.001017630092630182 -0.015570864286338817 -0.026884875636240171 -0.022583029867734774 0.027865476754361324 0.023119140679196855 -0.024572109612440954 0.012865180859739972 -0.0036946459779531684 0.0065174318752500545
leaf_weight=0.0010727126949234894 0.0010685815775449961 0.0018915180603790299 0.001039826422108914 0.0011614132225437881 0.0012698587311699896 0.0018342707561553261 0.0017736545684155394 0.0018909434323383528 0.0012933970753772398 0.0015122936004566333 0.0017316441360759778
leaf_count=496 205 305 150 284 179 191 184 290 147 196 273
internal_value=1.1777e-06 0.000733096 -0.000401059 -0.0095972 0.00187299 0.0100326 -0.00298237 0.000864459 -0.00936605 0.0107786 0.0174987
internal_weight=0.0175401 0.0164674 0.0153988 0.00305293 0.0123459 0.00460574 0.00774015 0.00647029 0.00318434 0.00328595 0.00356591
internal_count=2900 2404 2199 589 1610 614 996 817 437 380 464
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=13
num_cat=0
split_feature=9 9 16 18 20 7 7 23 16 9 16 21
split_gain=1.42005e-05 4.35623e-05 3.57019e-05 5.03992e-05 7.56275e-05 3.96836e-05 5.72054e-05 4.13199e-05 7.65903e-05 7.7686e-05 4.65797e-05 4.22604e-05
threshold=216.18094582280003 210.97856947250003 11.934972090850001 14.752187928300001 41.840895355800008 24.176224535650004 23.789355599150003 0.080960000000000018 20.784951395750003 198.36365860590004 22.604947139800004 5.1084261806000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 11 -9 10 -10 -4
right_child=-2 -3 3 4 -6 -7 -8 8 9 -11 -12 -13
leaf_value=-0.017311546970076946 0.0089670827492281061 -0.020720848613253608 0.02201135053883084 -9.7297221310298972e-05 0.031303077088730112 -0.019911765346164539 0.019683080778372025 -0.030798062480489493 0.020837511084402821 -0.023926650812410022 -0.0034090234191649464 -0.0034289915370499927
leaf_weight=0.0010482691480642346 0.0016043553050815442 0.0010369313925327047 0.0011618742271532869 0.0018503582211161817 0.0013100987983420964 0.0010508113066532978 0.0013446757651132133 0.0011220847568566006 0.0013138109523954116 0.0011529082122679539 0.0019960872103518988 0.0014907470337472903
leaf_count=526 286 176 209 360 234 152 115 166 99 109 200 268
internal_value=1.04706e-06 -0.000904868 0.000479595 0.00183168 0.012919 -0.00146383 0.000559225 -0.00256252 -0.00744355 -0.00157152 0.00621525 0.00771413
internal_weight=0.017483 0.0158787 0.0148417 0.0137935 0.00316046 0.010633 0.00958219 0.00823751 0.00558489 0.00446281 0.0033099 0.00265262
internal_count=2900 2614 2438 1912 594 1318 1166 1051 574 408 299 477
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=14
num_cat=0
split_feature=9 20 7 18 13 0 10 3 20 16 20 10 21
split_gain=1.22326e-05 2.8264e-05 2.90053e-05 4.48162e-05 4.086e-05 4.14107e-05 6.47778e-05 5.25846e-05 4.3801e-05 5.66113e-05 4.43245e-05 3.30747e-05 3.20217e-05
threshold=40.406378633400003 47.001379125850008 26.565321014450003 15.914538559100002 104.02719889955002 96.055920542800024 69.873026810350026 89.227236891450005 41.941595803500007 21.774949080700004 43.19689381845 61.987779113750001 5.1659621353500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 -9 -10 -11 -13
right_child=1 -3 -4 -5 5 -7 -8 8 10 11 -12 12 -14
leaf_value=-0.01062289892306657 -0.01941335831308405 0.016107362648201461 -0.016046180178253388 0.019202688652369636 0.018377440030998119 0.019910323888307779 -0.02314073381232103 -0.016952518851089057 -0.020577131381210031 -2.5695193219715456e-05 0.0045452321190190912 0.030940603158712859 0.0062840230560155573
leaf_weight=0.0010203350041513041 0.0010973436155323002 0.0011049558853326027 0.0011067136187109606 0.0012059436294654677 0.001571733258665998 0.0010306381909278581 0.0011841851476303749 0.0010270722911767957 0.0018804581288832485 0.0019635807699309726 0.001120941905962014 0.0010038414070496771 0.001108188881417449
leaf_count=456 286 127 368 192 140 109 241 199 276 161 172 93 80
internal_value=1.06236e-06 0.000661812 -0.000453608 0.000762159 -0.000950057 0.000753853 -0.00106414 0.00163773 -0.00160883 0.00402953 -0.0111946 0.0093171 0.0180032
internal_weight=0.0174259 0.0164056 0.0153006 0.0141939 0.012988 0.0118906 0.01086 0.00967582 0.00810408 0.00510268 0.0030014 0.00407561 0.00211203
internal_count=2900 2444 2317 1949 1757 1471 1362 1121 981 533 448 334 173
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=14
num_cat=0
split_feature=22 13 17 17 9 10 10 7 9 20 20 6 21
split_gain=1.29898e-05 5.60968e-05 3.72893e-05 0.000141326 5.36627e-05 5.20124e-05 0.000108723 5.70578e-05 4.98557e-05 4.79175e-05 7.46939e-05 8.23495e-05 6.4118e-05
threshold=-0.24103499999999997 108.36905878025001 182.28951942140003 187.45953903175004 66.290220196950017 75.403185184700007 70.182199495350019 26.153845577000002 188.99238851175002 42.852084787850011 39.134693790050008 16.465384711100004 6.5006332158500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 8 -7 -5 10 -10 12 -12
right_child=2 -3 3 5 -6 7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.024395236380295653 0.029289890631367662 0.0081992199894178122 -0.029743713787437599 0.022766983480367119 0.00083234439292349132 0.030807777198214079 -0.030283211229198442 0.0012799700402884205 0.013348808149540821 0.018250828799587972 -0.017299098037438409 -0.036747959998561418 0.016405359216842202
leaf_weight=0.0010091021429883473 0.0010509755978817016 0.0011075569319822925 0.0015357612152095594 0.0011102124188375612 0.0017933392653754687 0.0012144789147796986 0.001115061717867849 0.0014190693127199615 0.001574306321691088 0.0011313276356919311 0.0012940021550821301 0.0010198975528420418 0.0010010783242707377
leaf_count=321 195 150 256 121 437 223 260 372 107 118 132 131 77
internal_value=1.27284e-06 -0.00733996 0.00101958 -0.00134652 0.0113474 0.00266208 -0.00124545 0.0148969 0.00329524 -0.000295384 -0.00458678 -0.0131045 -0.00259774
internal_weight=0.0173762 0.00211666 0.0152595 0.0124152 0.00284431 0.0108794 0.00824589 0.00263355 0.00713082 0.00602061 0.00488928 0.00331498 0.00229508
internal_count=2900 471 2429 1797 632 1541 946 595 686 565 447 340 209
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=14
num_cat=0
split_feature=10 21 13 8 9 9 7 17 8 23 9 23 7
split_gain=1.40057e-05 2.28233e-05 6.80956e-05 2.88539e-05 4.35315e-05 4.19696e-05 4.33353e-05 6.13242e-05 7.51262e-05 4.96289e-05 3.61027e-05 3.46996e-05 1.9021e-05
threshold=60.474177186300004 17.123843457500005 95.870416931800023 7.943800736700001 215.80505313260002 207.37918994975004 23.345877066950003 191.06791329340004 8.3434888241000014 0.090225000000000014 104.11289958150002 0.082775000000000029 24.071745547300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 6 7 8 -5 11 -4 -8 -11
right_child=1 -3 3 4 -6 -7 9 -9 -10 12 -12 -13 -14
leaf_value=-0.010112510147894056 -0.02361264592576541 0.014901510958024458 -0.0033273957874976399 -0.018324385604850901 0.016821707759398043 -0.018818817314477366 0.0091175607774760577 -0.022411664360164014 0.014849254652474381 0.02755744365916837 0.021144747092604357 -0.016899596005975379 0.008373310202009359
leaf_weight=0.0012691638045900433 0.001147859043991486 0.0010711133582045887 0.001000512813979418 0.001118455292636157 0.0012959320216586615 0.0013844059413048457 0.0010423416670908292 0.0016199187628034295 0.0017520325020168683 0.0010677639840079856 0.0015166401100933091 0.001008731857759293 0.0010016711847604179
leaf_count=298 715 124 302 99 183 232 103 146 162 84 214 118 120
internal_value=-3.20283e-07 0.000800436 -0.000209432 0.00173602 -0.000422291 -0.00265804 -5.98198e-05 -0.00685544 0.0019235 0.00734584 0.0114176 -0.00367785 0.0182717
internal_weight=0.0172965 0.0160274 0.0149563 0.0138084 0.0112913 0.00999532 0.00861092 0.00449041 0.00287049 0.00412051 0.00251715 0.00205107 0.00206944
internal_count=2900 2602 2478 1763 1247 1064 832 407 261 425 516 221 204
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=13
num_cat=0
split_feature=23 23 22 22 15 15 15 22 9 20 22 23
split_gain=1.41924e-05 2.12408e-05 3.16438e-05 3.9212e-05 4.50186e-05 7.51123e-05 5.17164e-05 3.37355e-05 0.000104118 8.78573e-05 8.2425e-05 6.35104e-05
threshold=0.12064000000000002 0.10818500000000002 -0.24103499999999997 -0.156745 25.706584583850006 28.566186095050004 20.478039369150004 -0.011399999999999999 206.65653280825003 39.685256516350002 -0.088099999999999998 0.087725000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 8 9 -7 -11 -12
right_child=-2 -3 3 4 5 7 -8 -9 -10 10 11 -13
leaf_value=-0.012782374764247043 -0.011298261067029199 0.014604917800144231 0.014461460156993698 0.00018904669966807083 0.027137761462331364 0.019068696070574521 -0.027315416910307255 -0.014217136237802073 0.02860732625435472 -0.032849561589101003 0.015714380780456345 -0.017092301637930518
leaf_weight=0.0017702066881440459 0.0010445365007563266 0.001032721759628606 0.0019730895318954842 0.0015572868582554829 0.0011021038780658632 0.0012235495863296437 0.0012185687777656919 0.0015029659967981373 0.0012211975656754026 0.0012379765429158269 0.0011587613342989283 0.001202416993647204
leaf_count=427 159 130 343 545 152 98 325 185 164 152 101 119
internal_value=-3.4938e-07 0.000728074 -0.000216731 0.00144351 -0.000804713 0.0027515 -0.0118851 -0.000809743 0.00252434 -0.00408036 -0.01195 -0.000992241
internal_weight=0.0172454 0.0162008 0.0151681 0.0133979 0.0114248 0.00864897 0.00277586 0.00754687 0.0060439 0.0048227 0.00359915 0.00236118
internal_count=2900 2741 2611 2184 1841 971 870 819 634 470 372 220
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=14
num_cat=0
split_feature=23 23 23 23 15 6 22 23 7 22 6 9 4
split_gain=1.39653e-05 3.38711e-05 4.10496e-05 4.71774e-05 4.46568e-05 3.82837e-05 3.26088e-05 6.80097e-05 5.83917e-05 5.37342e-05 4.79237e-05 4.79356e-05 0.000140368
threshold=-0.25095999999999996 -0.17732499999999998 0.070195000000000021 0.07968500000000002 20.044580420600003 11.585270688000001 -0.082314999999999985 0.099010000000000029 23.789355599150003 -0.021344999999999999 14.685343120700002 201.44620319810005 206.65670169075003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 10 8 -8 -9 -7 12 -12
right_child=1 2 3 4 5 6 7 9 -10 -11 11 -13 -14
leaf_value=-0.011088481994614437 0.016782304956542315 -0.015196401542134029 0.020231170272380725 -0.019436039440185612 0.019890870417961351 -0.014513924553432967 -0.032640980147755572 -0.0083104155099709247 -0.0024001548481770371 0.023440646247029726 0.021520238000486174 0.023810323230112521 -0.02531399846093213
leaf_weight=0.0010655046040298896 0.0012156909442162999 0.0017013734429764818 0.0011978407882607409 0.0011371554110217461 0.0010142894473844496 0.0010137086979813466 0.0012804652315653543 0.0011344847750643927 0.0012735708829164291 0.0010053437834675882 0.0014985744394746532 0.0015287570161591642 0.0011168894627576684
leaf_count=276 168 387 291 466 183 183 159 132 159 99 107 158 132
internal_value=-6.37513e-07 0.000732335 -0.000576967 0.00130721 -0.000581276 0.00139191 -0.000512647 -0.00654355 -0.0175614 0.00660701 0.00497565 0.00974295 0.00152047
internal_weight=0.0171836 0.0161181 0.0149025 0.0132011 0.0120032 0.0108661 0.00985179 0.00469386 0.00255404 0.00213983 0.00515793 0.00414422 0.00261546
internal_count=2900 2624 2456 2069 1778 1312 1129 549 318 231 580 397 239
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=13
num_cat=0
split_feature=12 2 16 23 23 23 17 22 20 20 21 22
split_gain=1.42771e-05 2.86807e-05 6.22534e-05 3.05161e-05 5.7412e-05 4.75836e-05 5.37446e-05 5.12125e-05 9.4432e-05 3.34261e-05 3.92379e-05 5.17849e-05
threshold=327.98456567570003 248.59864686230003 13.534968349350001 0.088565000000000019 0.08708500000000001 0.091385000000000022 199.55131508320002 -0.071129999999999985 41.134354310300004 38.703421923500009 8.0764874338000023 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 -5 7 8 -7 -4 11 -11
right_child=-2 -3 3 5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=-0.023607205091097053 -0.010115426344413163 0.013663871269635483 -0.012805221527465872 -0.023023310470381225 0.027962774589377112 -0.021420133661623167 -0.01746716916371829 0.018051670135411643 0.017038632133821851 0.024513647066123627 -0.0090423989327970949 -0.0019391280615971137
leaf_weight=0.0010853879181485339 0.0012903654817863963 0.0015673382644745886 0.0011707839327352873 0.0010409568038854122 0.0010250557383891801 0.0013848391847114954 0.0013253257773054583 0.0018734291565362937 0.001184578719877856 0.0016213470697391008 0.001189290830751949 0.0013614900256899236
leaf_count=541 308 308 197 132 119 146 199 210 119 200 221 200
internal_value=-8.5865e-07 0.000823629 -0.000587416 0.00130871 0.00628493 -0.00334511 0.00020613 0.00547817 -0.00368949 0.00212596 0.00631596 0.0124395
internal_weight=0.0171202 0.0158298 0.0142625 0.0131771 0.00636797 0.00680913 0.00576817 0.00444285 0.00256942 0.00534291 0.00417213 0.00298284
internal_count=2900 2592 2284 1743 937 806 674 475 265 818 621 400
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=12
num_cat=0
split_feature=22 22 4 9 10 21 21 22 23 7 20
split_gain=1.38033e-05 5.11758e-05 7.12196e-05 4.93063e-05 0.000108529 6.27833e-05 8.97705e-05 4.46089e-05 7.66428e-05 5.70808e-05 2.81109e-05
threshold=-0.063985 -0.08459499999999999 251.72785308670004 201.44620319810005 67.171126389250006 3.4240268213500005 10.611794729750002 -0.0023999999999999998 0.084365000000000009 23.9444576715 45.673096293200011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -7 8 -2 -9 -8
right_child=7 2 -4 4 -6 6 10 9 -10 -11 -12
leaf_value=0.011897711808650933 0.035255917509363556 0.00072506412585454682 -0.034854588510202428 0.033855860243537837 -0.0057060464148974517 -0.026008135583997474 0.015398651462701321 -0.017925179513873544 0.00063627382643144457 0.007985880424073168 -0.0078503801475606136
leaf_weight=0.0017596879348350976 0.0010047116956931057 0.0012328873234802046 0.0010347988267261276 0.0012717542372855575 0.0015247759211470839 0.0019723730949145046 0.0010396720069657675 0.0015657095472596289 0.0017591307412124883 0.0018604284969018178 0.0010406240340136638
leaf_count=377 120 134 177 126 324 382 138 298 225 398 201
internal_value=-3.54576e-07 -0.0021458 -0.0155108 0.0013747 0.0122852 -0.00387472 -0.0107232 0.00376946 0.0132212 -0.00385521 0.00376882
internal_weight=0.0170666 0.0108766 0.00226769 0.00860889 0.00279653 0.00581236 0.00405267 0.00618998 0.00276384 0.00342614 0.0020803
internal_count=2900 1859 311 1548 450 1098 721 1041 345 696 339
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=13
num_cat=0
split_feature=10 22 13 23 23 21 21 20 10 9 20 21
split_gain=1.36807e-05 2.09476e-05 2.93105e-05 3.29588e-05 5.01714e-05 5.80989e-05 9.34246e-05 7.97404e-05 6.47394e-05 4.93991e-05 4.04277e-05 1.95208e-05
threshold=60.474177186300004 0.20327000000000003 95.870416931800023 0.10236000000000002 0.076080000000000023 6.7005777103000002 3.8005420560000007 42.448133449100006 62.55235532115001 199.46724415935003 40.259171735100004 4.890666844100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 6 9 -7 -8 -6 -5 -4
right_child=1 -3 3 10 5 7 8 -9 -10 -11 -12 -13
leaf_value=-0.010086074574110235 -0.014109398775710012 0.012700036636909258 -0.019361869948099415 -0.022878413873581145 0.01605266151734908 0.011951041653798608 0.011083030792884307 -0.021527009604890786 0.04588958003551296 -0.0092004065106306345 0.0015996100753438655 -0.00015743347617588804
leaf_weight=0.0012462471574003061 0.0013923124498547877 0.0013518226031230636 0.0010770312159724136 0.0011477529588763699 0.0014461130800954847 0.0014804242134950907 0.0010023562190137059 0.0013697614246863943 0.0011445649330230068 0.0016682221398250374 0.0016371440460166576 0.0010407570215243273
leaf_count=298 682 232 167 138 164 178 86 223 134 223 186 189
internal_value=4.32119e-08 0.000797707 -0.000319143 0.0011562 0.003782 0.00736048 0.0135896 -0.00413807 0.0296391 0.00252562 -0.00848864 -0.00992412
internal_weight=0.0170045 0.0157583 0.0144064 0.0130141 0.0102292 0.00811144 0.00526126 0.00285019 0.00214692 0.00311434 0.0027849 0.00211779
internal_count=2900 2602 2370 1688 1364 1008 607 401 220 387 324 356
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=14
num_cat=0
split_feature=10 6 22 22 20 22 9 9 9 2 15 4 14
split_gain=1.38451e-05 4.8717e-05 2.30205e-05 3.97144e-05 5.45173e-05 3.47673e-05 0.000122824 0.000178085 5.84518e-05 9.01229e-05 0.00024578 6.44424e-05 4.41435e-05
threshold=84.906884675850009 10.715250360100002 0.15675000000000003 -0.036264999999999999 41.348489042950007 -0.08459499999999999 202.13708171315002 194.04304600165003 201.44620319810005 132.99388411665004 26.410889167300002 264.30477453730003 175.50005449115002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 8 7 -7 9 12 -11 -10 -3
right_child=-2 2 -4 4 -6 6 -8 -9 11 10 -12 -13 -14
leaf_value=-0.019253252989711787 0.010932637413917258 -0.0053610372052861083 -0.010601894498670066 0.026001126444091062 -0.0042577440514136632 -0.021059176370083765 -0.036030571901338709 0.033489129102748635 0.00022286011778981202 0.015123203275161229 -0.053485106706898627 0.031347268784448996 0.022704311495364976
leaf_weight=0.0013051633621190021 0.0010847159104470537 0.0010024566017291067 0.0015509895185605175 0.0014652558260961493 0.0010030194235479614 0.0012933097718693101 0.0011095257596103192 0.0011140398518020289 0.0013685958018789246 0.0010673258676379325 0.0010222375347557202 0.0012943783980684208 0.0012710087496881628
leaf_count=384 541 107 191 156 233 112 164 109 196 220 168 161 158
internal_value=2.36462e-06 -0.000744847 0.000914008 0.00228676 0.013705 -0.000386456 -0.00850319 0.00418393 0.00367639 -0.00344942 -0.0184407 0.0153513 0.0103292
internal_weight=0.016952 0.0158673 0.0145621 0.0130112 0.00246828 0.0105429 0.00351688 0.00240735 0.007026 0.00436303 0.00208956 0.00266297 0.00227347
internal_count=2900 2359 1975 1784 389 1395 385 221 1010 653 388 357 265
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=13
num_cat=0
split_feature=16 0 18 23 18 13 16 21 21 6 15 22
split_gain=1.40555e-05 3.15632e-05 2.38241e-05 5.62983e-05 4.37253e-05 4.15915e-05 7.20712e-05 4.03258e-05 5.17872e-05 6.19774e-05 7.42972e-05 3.36236e-05
threshold=22.724946859200003 85.716110573100011 13.400856420150001 0.08784500000000002 13.668531103750002 112.82921081865001 18.984955604900005 1.9231529451500002 4.1402214890000009 13.200308423050002 17.382777826050003 -0.081169999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6 -9 10 -10 -7
right_child=-2 2 4 -5 5 11 -8 8 9 -11 -12 -13
leaf_value=-0.012713857754459424 0.011279323077440059 0.024479539693408076 -0.018822369477749453 -0.0025807244551705535 -0.012634111759545336 0.026009872210852526 -0.025558575712132128 0.02617198030344868 0.0078679109535401328 0.017056851327558891 -0.028768726594862411 0.0010364205901804175
leaf_weight=0.0019325518734354197 0.0010366877940335409 0.0013045278032425981 0.0012607331373188377 0.0018722611567124486 0.0014869202502301726 0.0010509972108072585 0.0011518244134474109 0.0010217226581965035 0.0011515307573167748 0.0014126548270072536 0.0010658971251850773 0.0011069444546016882
leaf_count=495 102 128 143 154 455 98 141 188 358 211 325 102
internal_value=-8.51117e-07 -0.00074011 0.000926307 0.0085314 -0.00132967 0.00100442 -0.0026052 0.0017016 0.00628392 0.000686233 -0.00974298 0.0131994
internal_weight=0.0168553 0.0158186 0.013886 0.00317679 0.0107092 0.00944849 0.00729055 0.00613873 0.00465181 0.00363008 0.00221743 0.00215794
internal_count=2900 2798 2303 282 2021 1878 1678 1537 1082 894 683 200
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=12
num_cat=0
split_feature=9 0 9 21 0 20 20 10 6 22 22
split_gain=1.51014e-05 4.65118e-05 4.33596e-05 4.82932e-05 4.18345e-05 3.6273e-05 5.42517e-05 6.62518e-05 7.83031e-05 7.06957e-05 4.26823e-05
threshold=187.70546222865002 98.851916998450022 181.61255275325001 10.738578069800001 85.716110573100011 42.852084787850011 41.621607100200002 64.654729579150015 15.065351999550002 -0.060760000000000002 -0.074434999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 7 10 9 -9 -6
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.011780791275408348 -0.017114930250087111 -0.017873280832800948 0.019560407945449589 0.010857987133557111 0.0042227977969122371 0.018858812079005614 -0.015520039334103022 -0.011317174468869099 -0.024402802422942432 0.022164489617404252 0.03204512215365303
leaf_weight=0.0019912080107555184 0.0011862615639253891 0.0015931797082814709 0.0013950603780413517 0.0017887582554997616 0.0010713003423563627 0.001224595667914774 0.0016849201407176662 0.0011761013994424636 0.0011961590102922415 0.0013597420397770681 0.0011361757208591672
leaf_count=830 190 451 132 354 84 139 212 175 107 117 109
internal_value=-6.24586e-07 -0.00200051 0.00449317 -0.00106765 0.000519428 0.00288342 0.000317528 0.00481035 -0.00331237 0.00663599 0.0185428
internal_weight=0.0168035 0.0116284 0.00517503 0.00377997 0.0100353 0.00884899 0.0076244 0.00593948 0.003732 0.00253584 0.00220748
internal_count=2900 1584 1316 1184 1133 943 804 592 399 292 193
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=13
num_cat=0
split_feature=12 5 5 5 20 5 20 23 22 3 17 23
split_gain=1.29736e-05 3.19606e-05 4.45543e-05 3.60152e-05 3.10477e-05 7.54376e-05 7.42218e-05 7.1857e-05 6.50447e-05 9.38903e-05 5.13753e-05 4.07714e-05
threshold=327.98456567570003 26.225713454500006 23.606333875400001 22.782602051550004 39.344049039350004 19.731257453750004 37.511241581900002 0.092095000000000024 -0.117115 84.146051024900018 196.79617445730003 0.08494500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -6 -10 -9 -11
right_child=-2 -3 -4 -5 7 -7 -8 10 9 11 -12 -13
leaf_value=-0.018612739319835366 -0.009744991417691069 0.016148614327616845 -0.01927571825100537 0.018079350126140793 0.019340168979053739 0.03061658964289923 0.016837562172453743 -0.0067817110804959868 0.012155175492449479 -0.0036458627958476384 -0.034927703440739595 -0.031235913509891286
leaf_weight=0.0012677444464377964 0.0012630675100236211 0.0012466678314394372 0.0011664204506831146 0.0011429397036434316 0.0016725588623604281 0.0010026463029698001 0.0011057080542522333 0.0018395862211815824 0.0018902680248289545 0.0010024115654540533 0.0010016233368487469 0.0011501794673417498
leaf_count=325 308 275 247 111 350 103 189 210 325 123 176 158
internal_value=2.8873e-07 0.000794991 -0.000548974 0.00112155 -0.000502698 0.00761792 -0.00209769 -0.00370676 0.0027544 -0.00410725 -0.0167041 -0.0183879
internal_weight=0.0167518 0.0154888 0.0142421 0.0130757 0.0119327 0.0033761 0.00237345 0.00855663 0.00571542 0.00404286 0.00284121 0.00215259
internal_count=2900 2592 2317 2070 1959 617 514 1342 956 606 386 281
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=12
num_cat=0
split_feature=8 22 19 3 15 23 9 12 12 22 17
split_gain=1.32778e-05 2.68202e-05 7.20676e-05 5.71082e-05 4.41866e-05 4.19425e-05 6.34062e-05 6.27242e-05 9.84399e-05 5.79545e-05 5.05029e-05
threshold=8.8430989333000021 -0.063985 14.351157895250003 86.302194445500007 25.575018159450003 0.083905000000000021 66.290220196950017 242.18228154970004 158.37848859105003 -0.099224999999999994 190.40793214150003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 -1 8 9 -7 -8
right_child=-2 2 -4 -5 -6 7 10 -9 -10 -11 -12
leaf_value=0.0049364950513434338 -0.010041265477227215 -0.0020421385536590424 0.024931651526080002 -0.01704760708583573 0.024480918730380941 0.02314805458286812 -0.037451113132462056 0.025313161608315822 -0.019255417752220963 -0.0052796731733326299 -0.0080618046903551746
leaf_weight=0.0016443297827034033 0.0012207548149106807 0.0016700393507726704 0.0015171565567917433 0.0013904641571024119 0.0010067859388059319 0.0015440507445640037 0.001018114514842077 0.0010421395770987951 0.0019256121908423503 0.001339074853838218 0.0013735260783832304
leaf_count=403 158 421 146 281 121 190 269 183 359 140 229
internal_value=-7.38048e-07 0.000791505 0.00633147 -0.000606668 0.0079335 -0.00233766 -0.0101798 0.00307189 -0.00174819 0.00994473 -0.0205727
internal_weight=0.016692 0.0154713 0.00558445 0.00406729 0.00267683 0.00988685 0.00403597 0.00585088 0.00480874 0.00288313 0.00239164
internal_count=2900 2742 969 823 542 1773 901 872 689 330 498
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=13
num_cat=0
split_feature=8 8 4 7 18 20 18 9 9 17 7 8
split_gain=1.38523e-05 2.55863e-05 3.42256e-05 3.66217e-05 4.31886e-05 6.32911e-05 7.55645e-05 5.7048e-05 6.08753e-05 7.10847e-05 5.48521e-05 6.79654e-05
threshold=1.7486353823000003 2.8477776226000002 375.86663358980007 20.778835947700006 12.903279561150002 42.773538294100007 13.086509421050001 201.2906445504 197.58039077460003 193.52305340940003 24.029932718600005 8.1436447804000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 9 -8 -9 -12
right_child=1 2 -4 4 5 -7 7 10 -10 -11 11 -13
leaf_value=-0.011176110245203869 0.016079235912960437 0.01841592952903686 -0.015853993832878745 -0.020067354456298512 0.030425204820386499 -0.01612230042151179 -0.01396104350909695 0.030053057781766059 -0.02587150531189171 0.016174363074828037 0.022121177714010551 -0.0085621398152872456
leaf_weight=0.0010398375120956307 0.0010170927607539336 0.0011288238317134882 0.001293428760781712 0.0010239134422525839 0.0010138146698648468 0.0017403307118281754 0.0015988474057305503 0.0010225586117965507 0.0011783434053649969 0.001533506413621176 0.0011759710766839453 0.0018696745652654681
leaf_count=496 205 305 282 106 93 277 207 97 139 179 224 290
internal_value=-7.17019e-07 0.000744369 -0.00032544 0.00118633 -0.000413507 0.00139407 0.00463959 0.00151963 -0.00649631 0.000792347 0.0100134 0.00328517
internal_weight=0.0166361 0.0155963 0.0145792 0.0132858 0.012157 0.011133 0.00939272 0.0083789 0.0043107 0.00313235 0.0040682 0.00304565
internal_count=2900 2404 2199 1917 1612 1506 1229 1136 525 386 611 514
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=13
num_cat=0
split_feature=16 0 6 12 7 6 18 12 3 15 22 16
split_gain=1.31119e-05 4.37471e-05 3.44955e-05 4.67294e-05 4.20964e-05 3.61984e-05 9.6779e-05 2.89233e-05 4.8422e-05 6.53846e-05 6.18959e-05 6.75092e-05
threshold=20.394952307700002 92.031298721500022 14.815346158200002 129.90914191640005 24.176224535650004 13.665319288000001 17.166139419800004 106.90963300350002 93.308316333450009 42.385947950200006 -0.068524999999999989 22.554947256700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -2 10 -10 11 -9
right_child=7 2 -4 4 5 -7 -8 8 9 -11 -12 -13
leaf_value=-0.019047146391677955 0.015854252135704301 -0.017592288051693848 0.016424547248786309 0.019650202120420481 -0.031096180313866153 0.012982422275023983 0.008923090620489094 0.014658304468511768 -0.022924451450572939 0.0069983107754614431 0.023782484149859087 -0.020731213760128611
leaf_weight=0.0013765518916241601 0.0014208432678426705 0.0015461466999746971 0.0011332407942665768 0.0010916799891266841 0.0011198615810612085 0.0010147903154081872 0.0013125469774581027 0.001087162798703023 0.0016149622957665755 0.0013330069832240073 0.0014588411647764592 0.001069111454967242
leaf_count=455 105 280 111 250 366 174 463 96 164 215 132 89
internal_value=4.81469e-07 -0.00271 0.000405559 -0.00257773 0.00253691 -0.00288263 -0.00950146 0.00291835 0.00011786 -0.00939404 0.0078744 -0.00288832
internal_weight=0.0165787 0.00859482 0.00721827 0.00608503 0.00453888 0.0034472 0.00243241 0.00798393 0.00656308 0.00294797 0.00361512 0.00215627
internal_count=2900 2099 1644 1533 1253 1003 829 801 696 379 317 185
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=13
num_cat=0
split_feature=8 12 16 12 23 23 22 6 6 18 16 16
split_gain=1.32095e-05 2.08796e-05 2.36293e-05 2.91904e-05 3.10216e-05 4.38241e-05 5.16185e-05 0.000102409 6.7028e-05 4.38603e-05 3.90537e-05 5.79558e-05
threshold=8.8430989333000021 327.98456567570003 14.184966829400002 92.695913642950003 0.11308000000000003 0.10236000000000002 0.06041500000000001 16.505385645700006 14.355335410100002 15.481271036150002 20.834951278800002 22.624947093000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 9 -5 -10 -12
right_child=-2 -3 3 4 -6 -7 -8 -9 10 -11 11 -13
leaf_value=-0.0083452046114172295 -0.010045998760435226 -0.011984538197185085 -0.011729628514009154 -0.021127362183659112 0.020485215617913808 -0.014503202704761214 0.026913267809390497 -0.020520777745553831 0.028955390865933101 0.0084519808809517729 -0.0029693992569863638 0.027452294542472794
leaf_weight=0.0019541721900165178 0.0012129429031291937 0.0011798986141680545 0.0011405431654085687 0.0010032369613566273 0.0011680037418249157 0.0012186594095977979 0.0010171627420449969 0.0014967412683118547 0.0014790340568241467 0.001001950381556739 0.0016363383147119936 0.0010144567196274656
leaf_count=767 158 302 126 182 142 135 157 300 219 172 142 98
internal_value=-5.87537e-07 0.000795255 0.00186238 0.00350062 0.00507469 0.00325058 0.00575214 0.00293178 0.00865343 -0.00634718 0.0159368 0.00867295
internal_weight=0.0165231 0.0153102 0.0141303 0.0121761 0.0110356 0.00986758 0.00864892 0.00763176 0.00613502 0.00200519 0.00412983 0.0026508
internal_count=2900 2742 2440 1673 1547 1405 1270 1113 813 354 459 240
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=12
num_cat=0
split_feature=17 23 23 17 12 23 14 6 18 20 17
split_gain=1.39128e-05 3.26172e-05 8.02577e-05 3.01378e-05 3.55537e-05 5.29527e-05 4.20547e-05 6.19086e-05 3.69493e-05 5.36979e-05 0.000101499
threshold=201.37020668845003 0.083905000000000021 0.090720000000000023 199.14656950540004 220.36414724030001 -0.21013499999999999 256.83105351225004 14.185331438000002 12.903279561150002 42.207998345450008 189.46592532740002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 -1 -9 10 -10
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.020190769063632388 -0.019521759243238491 0.020193809060056158 -0.016181911375209738 0.017023322993186742 0.0076555404568346072 -0.021312165566746994 0.01684207970510624 -0.009592088421369863 0.034781122241403055 -0.0089996589467920118 -0.00073908565188158431
leaf_weight=0.0012939590637553967 0.0011352959847264984 0.0011497905661128679 0.0012837683343116771 0.0011441105269905391 0.0010272432739872328 0.0016361420887018368 0.0017676628189391167 0.0015166557581762566 0.0014636459398407516 0.0012688460835674903 0.0017862680939444431
leaf_count=340 288 180 258 143 135 452 386 282 146 129 161
internal_value=1.08295e-06 -0.00552506 0.00100463 0.00152938 2.20592e-05 -0.0101396 0.00299714 -0.000341921 0.00391356 0.00844653 0.015258
internal_weight=0.0164734 0.00356885 0.00243356 0.0129045 0.0117604 0.00266339 0.00909704 0.00732937 0.00603542 0.00451876 0.00324991
internal_count=2900 726 438 2174 2031 587 1444 1058 718 436 307
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=13
num_cat=0
split_feature=16 9 9 20 20 7 20 22 22 22 10 4
split_gain=1.4691e-05 2.29359e-05 3.37007e-05 2.8559e-05 5.398e-05 4.63831e-05 3.94951e-05 3.49219e-05 4.99219e-05 9.40012e-05 6.54021e-05 5.13324e-05
threshold=22.724946859200003 216.18094582280003 207.37918994975004 40.305698932850007 38.994321257850011 23.368583030350006 41.028010303750008 -0.011399999999999999 -0.088099999999999998 -0.156745 62.106071271500007 289.23842796125001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 8 9 11 -10 -8
right_child=-2 -3 -4 6 -6 -7 7 -9 10 -11 -12 -13
leaf_value=-0.01490111964221761 0.011666988231787094 0.012129759239607562 -0.015417983826616381 0.021599389872391819 -0.023104834302316697 0.012345103004164224 0.021036680651905594 -0.016471001147698762 0.00043985387687877649 -0.023229564578160597 0.032782514436468603 -0.0085796072185603655
leaf_weight=0.0010473685648628699 0.0010130855816259101 0.0012661167252349679 0.0016355544014767668 0.0010175057483689841 0.0013832645124059392 0.0015486689570182359 0.001388838885856006 0.0010328725552142442 0.0014700761846334898 0.0015192133967534757 0.0010879335170606436 0.0010114392723311193
leaf_count=200 102 257 315 128 199 364 202 306 167 304 142 214
internal_value=2.2427e-06 -0.000764679 -0.00191904 -0.000153797 -0.00714914 0.00135264 0.00311039 0.000605498 0.00332844 -0.00376372 0.0141953 0.00855685
internal_weight=0.0164219 0.0154089 0.0141427 0.0125072 0.0039793 0.00259604 0.00852788 0.00751037 0.0064775 0.00391949 0.00255801 0.00240028
internal_count=2900 2798 2541 2226 763 564 1463 1335 1029 720 309 416
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=12
num_cat=0
split_feature=9 0 0 6 9 21 22 22 8 3 23
split_gain=1.33461e-05 3.75149e-05 3.81877e-05 6.34995e-05 4.75796e-05 5.71547e-05 8.91641e-05 0.000101087 3.58696e-05 6.8485e-05 3.44374e-05
threshold=187.70546222865002 98.851916998450022 96.055920542800024 14.835346625500001 193.06224578400005 2.6263314141000005 -0.053019999999999991 -0.088099999999999998 4.9461400813500012 75.559115756250023 -0.15959999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 -6 7 -7 9 -1 -11
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 -12
leaf_value=0.016972397640918551 -0.025786842241861559 -0.016383582433206732 0.015005548695326618 -0.015031694816391836 0.018885662208440818 -0.008906953705967325 -0.024370073482712567 0.031014194906255333 0.0153620465604151 -0.00019058191648922232 -0.026304246940519652
leaf_weight=0.0011837816615900259 0.0010094890941618794 0.0015453193390403226 0.0015101973109059577 0.0014773825914597364 0.0019736241733080413 0.0014598528587485571 0.0012197610336790875 0.001121628659873197 0.0018499653023570598 0.0010045278366704771 0.0010155506371959211
leaf_count=425 210 451 168 142 183 178 144 108 199 250 442
internal_value=2.54109e-06 -0.00190546 0.000384094 -0.00228862 0.000982252 0.0050791 -0.00208934 0.0084384 0.0042752 -0.00212654 -0.0133187
internal_weight=0.0163711 0.0113173 0.00977194 0.00826174 0.00725225 0.00577487 0.00380124 0.00258148 0.00505383 0.00320386 0.00202008
internal_count=2900 1584 1133 965 755 613 430 286 1316 1117 692
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=13
num_cat=0
split_feature=20 20 9 12 21 9 16 22 17 2 15 9
split_gain=1.28598e-05 5.03644e-05 4.50094e-05 2.5274e-05 2.43792e-05 4.40879e-05 8.34692e-05 3.77659e-05 6.18709e-05 7.36407e-05 7.98588e-05 7.63154e-05
threshold=43.19689381845 42.622319549950006 63.748083991300007 196.16582281515002 2.1194692063500002 194.81758439455004 19.734953851100002 -0.16297999999999999 184.84480138465003 151.19096455890005 39.940798674500009 194.81758439455004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1 -7 -6 -9 11 -11 -10
right_child=2 -3 3 -5 7 6 -8 8 9 10 -12 -13
leaf_value=-0.019567871694282243 -0.0064502466539372227 -0.020573014434164118 0.0046093363481766311 0.026389009828913693 0.020115524041595178 -0.016304142834118181 0.020444501130147872 -0.021868461159323803 0.036515289092333661 0.010039159099986088 -0.026519612971583902 0.0015111393718541294
leaf_weight=0.0014566724291400811 0.0018596153269719706 0.0012560927037214746 0.001136551577800238 0.0010030176193459035 0.0012131841905403005 0.0012167952984876475 0.0012561433458321836 0.0010043277605766886 0.001136209069355687 0.001269636439247694 0.0011286595591487592 0.0013784714149990274
leaf_count=413 452 231 190 172 208 238 113 190 101 270 145 177
internal_value=2.2375e-06 -0.00159756 0.00492911 0.0148195 0.000557473 -0.00576687 0.00236254 0.00404282 0.000747541 0.00537078 -0.00716573 0.0173271
internal_weight=0.0163154 0.0123162 0.00399918 0.00213957 0.0110601 0.00392961 0.00247294 0.00713049 0.0059173 0.00491298 0.0023983 0.00251468
internal_count=2900 2086 814 362 1855 764 351 1091 883 693 415 278
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=13
num_cat=0
split_feature=8 22 13 7 10 13 20 6 23 15 16 4
split_gain=1.27093e-05 2.58181e-05 7.58243e-05 6.43065e-05 3.16351e-05 5.36648e-05 3.86307e-05 9.37245e-05 8.36976e-05 3.81575e-05 4.74317e-05 1.8614e-05
threshold=8.8430989333000021 -0.036264999999999999 117.45604726115 23.9444576715 82.570614560500005 100.85481830565001 38.052786106700005 16.505385645700006 0.09495000000000002 35.34809845485001 17.924958083650004 274.67316291360004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -7 8 9 10 -8 -5
right_child=-2 2 -4 11 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.024532649866494904 -0.0098925312273596983 -0.020997579946660586 0.030115428901121358 0.019402962345258346 0.014317840677950042 -0.01749178789707645 0.0088784937215278022 -0.019898146089583971 -0.012983094314422123 0.0038982542189781098 0.036461272805283426 0.00015279465669873978
leaf_weight=0.0010846626220204969 0.0012019224293554299 0.0010241911249841097 0.0010929731674535204 0.0010059786213448554 0.0011016130393939104 0.001215484634422676 0.0012568115989154693 0.0015833899842977979 0.0014956667122295181 0.0019539072375971689 0.0012370916125357123 0.0010032651155885278
leaf_count=298 158 260 123 198 425 247 173 209 194 211 153 251
internal_value=3.10914e-06 0.00079313 0.00753248 -0.000604357 -0.0017515 -0.00355288 -0.000949922 0.00172136 0.00748097 0.0143624 0.0225608 0.00979088
internal_weight=0.016257 0.015055 0.00412641 0.00303343 0.0109286 0.00982701 0.00874235 0.00752687 0.00594348 0.00444781 0.0024939 0.00200924
internal_count=2900 2742 832 709 1910 1485 1187 940 731 537 326 449
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=12
num_cat=0
split_feature=7 7 22 18 18 6 19 22 7 19 19
split_gain=1.31236e-05 4.91333e-05 4.91283e-05 5.36209e-05 4.89634e-05 7.59865e-05 0.000108652 3.70768e-05 5.25279e-05 6.10007e-05 0.000129499
threshold=24.176224535650004 23.789355599150003 -0.0023999999999999998 13.668531103750002 13.3584252364 16.375382608200002 14.351157895250003 0.048530000000000011 24.785467646950003 13.251069136700002 11.950964240300001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -2 10 -10
right_child=7 -3 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.019643694797608881 -0.026618972849663386 0.019277500402570188 -0.017821269052641413 0.019519293038334624 -0.019231008403398916 -0.0097686549994480554 0.026202884937733276 0.010603844293473648 0.011174118695489555 0.015797119500328614 -0.036367224224937232
leaf_weight=0.001106402858759078 0.0011385975963859605 0.0014460388839467172 0.0013953400815239188 0.0014984429391076224 0.0012498069167669983 0.0014893759685657591 0.0019249474660846229 0.0014023198928812004 0.0011947523486966673 0.0012545036424308487 0.0011009249876778281
leaf_count=146 200 154 288 245 170 294 173 311 449 170 300
internal_value=4.37408e-06 0.00221347 -0.000634452 0.0026647 -0.00171196 0.00313139 0.0105116 -0.0036624 -0.00792915 -0.00193504 -0.011625
internal_weight=0.0162015 0.0101104 0.00866432 0.00726898 0.00577053 0.00452073 0.00341432 0.0060911 0.00468878 0.00355018 0.00229568
internal_count=2900 1470 1316 1028 783 613 467 1430 1119 919 749
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=14
num_cat=0
split_feature=13 19 0 16 16 19 10 18 9 22 17 12 21
split_gain=1.40311e-05 2.67103e-05 2.68942e-05 3.39178e-05 6.35388e-05 4.36662e-05 6.09183e-05 4.84113e-05 4.08104e-05 6.04213e-05 7.23424e-05 6.07707e-05 3.08983e-05
threshold=95.99139754765001 11.850956171350001 98.615332683000005 15.919962772200003 18.634956423400002 13.451085274650001 66.697957758300021 14.025183600500002 201.78065190905002 -0.088099999999999998 192.70224472390001 141.02784573185002 5.7587983756000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 9 11 12 -7 -11
right_child=1 2 -4 4 5 6 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.0086280994220562738 0.016625156887035836 0.017925217772065946 -0.015498619418244942 -0.022050177995362671 0.021177457225020395 0.0072346859568716481 -0.021911950992358074 0.02312221312292749 -0.014790356662361054 -0.0099986003651328335 0.034574909600556418 -0.026429483171461522 0.013863588409602966
leaf_weight=0.0016866602613176745 0.0010182766358626536 0.0010963086725532855 0.0010551629767914248 0.0012200649469978802 0.0010734218738139298 0.0011116490899887306 0.0011263758548578648 0.0010337010591308093 0.0014807661975913943 0.0010485368094391456 0.0010253706311007527 0.0010359744993054046 0.0011247025878600367
leaf_count=784 170 154 245 457 121 99 139 113 170 82 101 146 119
internal_value=2.85743e-06 0.00101027 -0.000173483 0.00113303 -0.000498931 0.00211465 -0.000162225 0.00295434 -9.93538e-05 0.00396967 0.0126807 -0.0090043 0.00235064
internal_weight=0.016137 0.0144503 0.013432 0.0123769 0.0112806 0.0100605 0.00898708 0.0078607 0.006827 0.00534623 0.00319861 0.00214762 0.00217324
internal_count=2900 2116 1946 1701 1547 1090 969 830 717 547 302 245 201
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=12
num_cat=0
split_feature=20 21 20 21 7 0 13 22 17 23 18
split_gain=1.58462e-05 2.11271e-05 5.36239e-05 5.23679e-05 3.7763e-05 6.34363e-05 8.33739e-05 5.38936e-05 5.07672e-05 4.54249e-05 3.50492e-05
threshold=35.818873074050011 1.8061804516000002 39.893178577750007 2.9845679401500003 25.396105459650006 90.662873533100012 116.55003687120002 -0.088099999999999998 189.46592532740002 0.087530000000000011 16.511813275700003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -8 -9 -7 -6
right_child=1 3 -4 4 10 9 7 8 -10 -11 -12
leaf_value=0.011420107438620987 -0.021014857402025421 0.017652374232263731 0.0059914941119382885 0.022792165210654271 0.023666607180970571 -0.03225862445383746 -0.020596538642440355 0.01871625375755968 -0.0084920899373060934 -0.0047595066101774764 -0.0016165738522013321
leaf_weight=0.0011302876299448721 0.0015782968150682671 0.0016326159808694703 0.0013764361234521044 0.0013396958890319862 0.0010131844185689012 0.0011922354659280876 0.0015652462150589318 0.0011507763480135746 0.0016971187975952928 0.0012107001654024369 0.0011949581467575847
leaf_count=336 273 211 212 274 186 326 206 122 176 208 370
internal_value=3.32812e-06 -0.000859759 -0.00843419 0.00100581 -0.0016165 -0.00475739 0.000942501 -0.00569039 0.00250225 -0.0184034 0.00998436
internal_weight=0.0160816 0.0149513 0.00295473 0.0119965 0.0103639 0.00815577 0.00575284 0.00441314 0.0028479 0.00240294 0.00220814
internal_count=2900 2564 485 2079 1868 1312 778 504 298 534 556
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=12
num_cat=0
split_feature=17 15 18 21 21 21 22 21 21 21 9
split_gain=1.39659e-05 4.17678e-05 4.91353e-05 2.32737e-05 7.60149e-05 5.0273e-05 4.41107e-05 8.80946e-05 4.37647e-05 6.41395e-05 3.09023e-05
threshold=201.78545703200004 33.005488016050009 16.601687687950005 2.8209976849000005 4.6945295958000006 1.8061804516000002 -0.079824999999999993 12.260331702700002 12.749485150050001 8.3174718251500028 194.81758439455004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 10 8 -8 9 -6 -1
right_child=1 -3 -4 4 6 -7 7 -9 -10 -11 -12
leaf_value=-0.010221529880073212 -0.02914780170768649 0.0088062700245452857 0.0015063514624394539 -0.02300578120465871 0.0021943140680431186 0.023942575585834486 0.026836564989520435 -0.010492901146039735 0.010122650859015411 -0.027991034274178529 0.010346383507843119
leaf_weight=0.0014273853693613013 0.0010844343511670943 0.0012373627665215325 0.0010098053694910052 0.0013774672977609446 0.0016374203742469265 0.0012996939231661154 0.001675669557879257 0.0010151945531212524 0.001537476505697793 0.0012347702501526005 0.0014961653857983245
leaf_count=357 215 147 342 261 256 140 349 156 241 229 207
internal_value=2.35001e-06 -0.00576035 -0.0143669 0.00151394 -0.00150731 0.00757897 0.00266328 0.0127531 -0.00349372 -0.0107825 0.000304369
internal_weight=0.0160328 0.0033316 0.00209424 0.0127012 0.008478 0.00422324 0.00710053 0.00269086 0.00440967 0.00287219 0.00292355
internal_count=2900 704 557 2196 1492 704 1231 505 726 485 564
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=12
num_cat=0
split_feature=20 8 22 13 15 21 16 16 21 8 5
split_gain=1.40877e-05 2.12426e-05 2.73377e-05 3.71154e-05 4.27664e-05 5.75915e-05 0.000131925 5.22038e-05 4.48982e-05 5.83434e-05 7.42576e-05
threshold=35.818873074050011 8.8430989333000021 0.20327000000000003 95.870416931800023 35.34809845485001 5.7087410616000005 22.634947069650003 22.614947116400003 8.0302059756000013 8.3434888241000014 16.069922422900003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 -7 9 10 -5
right_child=1 -3 -4 4 5 7 -8 -9 -10 -11 -12
leaf_value=0.010799607803334756 -0.017027534346106349 -0.014469755103955446 0.015720428092432653 0.02445349837398653 -0.040967868550655658 0.016113187703090219 0.0067841545679676474 -0.010520194435198789 -0.0060240009643171173 0.031502422396603218 -0.0074623871580072765
leaf_weight=0.0011233118921779367 0.0013045855006004687 0.0010581336691497132 0.0010526897471832232 0.0011989979584109411 0.0011848775468947803 0.0015439912012978896 0.0011306048135051594 0.0014062478984622415 0.0019736830822374499 0.0011460795109290434 0.0018597226345942776
leaf_count=336 583 148 171 184 161 154 114 153 441 133 322
internal_value=1.54522e-06 -0.000814734 0.000232171 -0.00104672 0.000775016 -0.0058467 -0.0176515 0.00341824 0.00641849 0.0122588 0.00504843
internal_weight=0.0159829 0.0148596 0.0138015 0.0127488 0.0114442 0.00526572 0.00231548 0.00295024 0.00617848 0.0042048 0.00305872
internal_count=2900 2564 2416 2245 1662 582 275 307 1080 639 506
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=13
num_cat=0
split_feature=9 0 0 20 20 10 6 22 15 17 7 22
split_gain=1.44246e-05 3.80216e-05 3.48167e-05 4.0855e-05 4.02216e-05 6.28382e-05 5.58615e-05 5.36388e-05 3.13097e-05 2.8882e-05 2.60485e-05 2.19928e-05
threshold=187.70546222865002 98.851916998450022 85.716110573100011 42.852084787850011 41.621607100200002 64.434276012450013 15.065351999550002 -0.060760000000000002 39.940798674500009 191.19232825540004 22.557405306150006 -0.22866
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 8 7 -7 -4 10 11 -1
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0049288459078055784 -0.016121445746961484 -0.016752413240261992 0.030294998734918678 0.01984418837547261 -0.014341235721925021 -0.01159865041538438 -0.022510991979973458 0.018418308051639212 0.0056085685891671261 0.016893619940071821 -0.013205611078767374 0.01393253914080326
leaf_weight=0.0011302134786435839 0.0011326365859877152 0.0015102287455534312 0.0010001716705776431 0.0011754121768982051 0.0015829313744987472 0.0011213648008818755 0.0011467886966594065 0.0012690076535069028 0.0010564150398676975 0.001360295434531973 0.0010794435919953471 0.0013646424197201257
leaf_count=262 190 451 86 139 212 175 110 117 104 416 322 316
internal_value=5.37439e-07 -0.00201541 0.000331127 0.00256228 -0.00026819 0.00371423 -0.00436754 0.00433684 0.0176142 0.00449234 -0.000227297 0.005388
internal_weight=0.0159296 0.010995 0.00948473 0.00835209 0.00717668 0.00559375 0.00353716 0.00239037 0.00205659 0.00493459 0.0035743 0.00249486
internal_count=2900 1584 1133 943 804 592 402 292 190 1316 900 578
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=13
num_cat=0
split_feature=17 15 22 17 20 8 20 12 12 4 9 3
split_gain=1.55073e-05 6.23561e-05 4.10221e-05 3.89499e-05 5.58391e-05 7.37281e-05 5.6564e-05 8.92015e-05 8.44077e-05 2.49737e-05 2.20322e-05 1.12979e-05
threshold=182.28951942140003 21.724651858600001 0.20327000000000003 187.45953903175004 40.166811829450005 8.1436447804000007 41.21013581150001 186.295507759 259.32276228630002 217.34171987710002 201.97224908750002 96.988815514050017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -6 9 -9 -8 -7 -3
right_child=2 11 -4 4 6 10 7 8 -10 -11 -12 -13
leaf_value=-0.012387548824375656 -0.017500492200826195 0.024405456661824358 0.017570557551003573 0.0090816253674687961 0.021401846485481973 -0.012962800913114515 0.0051388742794104356 -0.028769047945349048 0.00470665510289378 0.025654528434208471 -0.033788880867750379 0.0094036017608844745
leaf_weight=0.0011405458580852372 0.0016452624335967911 0.0010022516886005785 0.0010310139922244934 0.0010795711045958386 0.0014830448166163815 0.0010277483660185993 0.0014498265654326881 0.0015168359959069578 0.0014961904311984629 0.0010044172328081136 0.0010044240911498206 0.0010057714852893321
leaf_count=426 291 124 166 304 179 84 154 298 307 150 163 254
internal_value=1.13626e-06 0.00628531 -0.00155214 -0.00323619 -0.000903816 -0.0120372 0.00408073 -0.000617776 -0.0121459 0.0135351 -0.0232563 0.0168914
internal_weight=0.0158869 0.00314857 0.0127383 0.0117073 0.0100621 0.00311174 0.00695032 0.00546727 0.00301303 0.00245424 0.00203217 0.00200802
internal_count=2900 804 2096 1930 1639 551 1088 909 605 304 247 378
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=13
num_cat=0
split_feature=20 6 3 3 18 2 21 16 16 9 17 13
split_gain=1.34326e-05 1.83975e-05 4.09094e-05 4.73814e-05 5.12788e-05 3.72533e-05 4.79645e-05 4.72576e-05 8.78829e-05 3.893e-05 6.19193e-05 3.73864e-05
threshold=35.818873074050011 16.705390318750002 94.319176590550015 93.58791597905001 13.278511569200001 168.58119165855001 8.0764874338000023 22.604947139800004 15.689963310050002 201.2906445504 194.04732099685003 92.284013785800013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 9 8 11 10 -6 -7
right_child=1 -3 -4 -5 5 7 -8 -9 -10 -11 -12 -13
leaf_value=0.01056215389937739 0.022077484514510869 -0.013469287359518516 0.019404598657728249 -0.016747220264426911 -0.028455978085114533 -0.00029241162616366195 -0.026851258148993529 0.023720374143755218 -0.015760450341762083 0.0095963368601830745 0.0062432113262766518 0.025605569721102991
leaf_weight=0.0011189739406784879 0.0010496137582280294 0.0010638617098078272 0.0010242554846717862 0.0017303771431109631 0.0010422538254156863 0.0010567957165734179 0.0010192706055672674 0.0010384778785450521 0.0019294118276259875 0.0015641096833798563 0.0010151653641627678 0.0011796249470589354
leaf_count=336 104 262 137 238 177 357 239 108 366 239 122 215
internal_value=-2.48883e-08 -0.000803303 0.000183913 -0.00137543 0.00106602 -0.00117407 -0.00768821 0.00463474 -0.000123013 -0.00229481 -0.0113348 0.0133678
internal_weight=0.0158322 0.0147132 0.0136494 0.0126251 0.0108947 0.00984511 0.0046408 0.00520431 0.00416583 0.00362153 0.00205742 0.00223642
internal_count=2900 2564 2302 2165 1927 1823 777 1046 938 538 299 572
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=12
num_cat=0
split_feature=7 18 18 20 7 18 9 7 17 21 21
split_gain=1.33954e-05 4.95934e-05 4.81112e-05 3.90695e-05 3.14891e-05 4.83043e-05 2.37514e-05 5.84043e-05 6.15169e-05 5.35027e-05 2.07785e-05
threshold=24.373474566200006 14.339258036900002 13.954623666350001 38.115457128050004 25.396105459650006 16.433295803950003 201.78065190905002 23.124786352450005 189.27091549140002 11.007427546000001 4.0847671134500008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -6 7 8 9 -5 -2
right_child=4 -3 -4 6 5 -7 -8 -9 -10 -11 -12
leaf_value=0.017974513057820409 -0.0026550278856793002 0.019700613717517884 -0.020737973346418338 -0.0076221452397635496 0.016205149946687352 -0.0086636981692701717 -0.014702950201933901 0.019832984829809292 -0.022173206481933182 0.019555025115321322 -0.022139091542422731
leaf_weight=0.0012893257551097647 0.001008480980217039 0.0013865237872842202 0.001049698340114656 0.0017186301645601091 0.0014002710591397814 0.0017661804657786513 0.001068600219893738 0.0013339937358063797 0.0013110078793079905 0.0012521464540461323 0.0011969811256243579
leaf_count=197 182 266 157 331 280 655 150 129 158 159 236
internal_value=-2.25318e-07 0.00209263 -0.00061299 0.00203636 -0.00405585 0.00233383 -0.00103789 0.00156237 -0.00412985 0.0038327 -0.0132297
internal_weight=0.0157818 0.0104099 0.0090234 0.0079737 0.00537191 0.00316645 0.00668438 0.00561578 0.00428178 0.00297078 0.00220546
internal_count=2900 1547 1281 1124 1353 935 927 777 648 490 418
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=11
num_cat=0
split_feature=22 8 20 20 21 21 23 9 21 20
split_gain=1.28446e-05 5.72708e-05 5.6618e-05 5.69623e-05 7.36334e-05 5.92239e-05 3.41963e-05 5.19111e-05 3.7178e-05 9.25741e-05
threshold=-0.085734999999999992 8.6432548896500023 39.134693790050008 42.027086531450003 7.5091558130000005 5.3801611018500006 0.083185000000000023 66.290220196950017 6.6145699112000012 40.878805547300004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -5 -4 7 -1 9 -8
right_child=1 -3 3 4 -6 -7 8 -9 -10 -11
leaf_value=0.0076998035638976853 0.015098287043762863 -0.023713993195945096 0.0012449146477584877 -0.011840140635504147 0.02401249961502773 -0.02889658220279169 0.00094246550044298585 -0.018262756870959251 -0.0029807250205131641 0.037700747559325377
leaf_weight=0.0015401556461513092 0.0019370866608739209 0.0011263427397404727 0.0011994921968948129 0.0011238048831097198 0.0011684195516509666 0.0014278765751961041 0.0017487550903316452 0.0015403722295014872 0.0018005019613528701 0.0011264795599006689
leaf_count=389 337 148 198 250 236 205 278 407 290 162
internal_value=-1.46186e-07 -0.002816 0.000616898 -0.00508514 0.00643509 -0.0151359 0.00289803 -0.00528239 0.00828756 0.0153439
internal_weight=0.0157393 0.00798302 0.00685668 0.00491959 0.00229222 0.00262737 0.00775626 0.00308053 0.00467574 0.00287523
internal_count=2900 1374 1226 889 486 403 1526 796 730 440
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=12
num_cat=0
split_feature=16 21 5 5 21 15 9 9 12 21 2
split_gain=1.34528e-05 7.8368e-05 6.16178e-05 7.09189e-05 5.16527e-05 6.89723e-05 5.69963e-05 4.97164e-05 9.18158e-05 5.38938e-05 2.04157e-05
threshold=17.844958270700005 11.790993765850002 16.069922422900003 13.175707186950001 12.103607123250002 28.566186095050004 189.78071820640002 205.70977008025002 216.11788648010003 5.0287037994000015 182.48209946165005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -7 8 9 -8 -9
right_child=4 -3 -4 -5 -6 6 7 10 -10 -11 -12
leaf_value=-0.022006273952650007 0.025490285506444985 0.0148250061162866 -0.03055471625644493 0.012808664479216593 -0.013841961936910945 0.018569672782999151 -0.0087310714000152084 0.019715077010641027 0.015997553808935094 -0.037244945339049304 -0.00043651377422035653
leaf_weight=0.0010645486110177882 0.0013982413545791123 0.0015177823749128599 0.0012184839180428664 0.0012991353352447832 0.0017172387936598395 0.0015207352127750359 0.0018897925951215366 0.0010087820519226465 0.0010307660994040013 0.0010209909608459578 0.0010022061406525506
leaf_count=635 202 353 384 220 224 159 161 139 145 129 149
internal_value=5.81569e-07 -0.00421884 -0.0122878 -0.00287118 0.00203282 0.00510566 0.00129172 -0.0031224 -0.00965025 -0.0187326 0.00967223
internal_weight=0.0156887 0.00509995 0.00358217 0.00236368 0.0105888 0.00887151 0.00747327 0.00595254 0.00394155 0.00291078 0.00201099
internal_count=2900 1592 1239 855 1308 1084 882 723 435 290 288
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=12
num_cat=0
split_feature=7 18 18 8 16 18 0 0 21 21 7
split_gain=1.46072e-05 3.93677e-05 3.91902e-05 3.82442e-05 4.63735e-05 6.74666e-05 4.79964e-05 5.47961e-05 2.85814e-05 3.17659e-05 6.10398e-05
threshold=24.373474566200006 14.322090334300002 13.934548574650002 4.9461400813500012 22.604947139800004 13.482409244300003 85.40693788805001 86.162394622750014 2.1194692063500002 4.6354459407500004 25.543847821650001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 -2 -10 -11
right_child=8 -3 -4 4 6 -7 7 -9 9 10 -12
leaf_value=-0.012863029952819561 -0.016791168742191408 0.017665271194870755 -0.018050500832029647 0.026471353210940702 0.015637216676119805 -0.0048511366641444094 -0.022564625484379524 0.0078474566917149987 0.014323509565046778 -0.023810691139343376 0.0061819880476012201
leaf_weight=0.0013852718895395579 0.0013556653414858854 0.0014185504615982164 0.001088312349906544 0.0018332528396979857 0.0010412928176537772 0.0011004479901926753 0.0014341877899952328 0.001009463841079139 0.001116711717052259 0.0011161689387027586 0.0017306802668017899
leaf_count=455 435 275 159 171 111 100 182 94 230 242 446
internal_value=-1.08683e-06 0.00219466 -0.000273315 0.00220584 0.005458 0.0147221 -0.00234072 -0.0100015 -0.00425733 2.96506e-05 -0.00557729
internal_weight=0.01563 0.0103108 0.00889223 0.00780392 0.00641865 0.0029337 0.00348494 0.00244365 0.00531923 0.00396356 0.00284685
internal_count=2900 1547 1272 1113 658 271 387 276 1353 918 688
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=12
num_cat=0
split_feature=13 22 19 15 5 5 22 23 23 18 6
split_gain=1.43014e-05 2.14415e-05 4.59957e-05 6.77128e-05 4.75129e-05 5.63628e-05 4.31085e-05 4.45931e-05 6.86041e-05 6.02336e-05 5.83016e-05
threshold=92.138837046750012 0.15675000000000003 11.950964240300001 23.163629804900005 25.763052016400003 23.606333875400001 -0.033594999999999993 0.09495000000000002 0.090390000000000012 13.326324856250002 16.245379570700006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 10 -9 -5
right_child=1 -3 3 4 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.010747603725120172 0.020993440578692804 -0.010052782584024703 -0.02124480325600794 -0.015141195657525636 0.022696984149598927 -0.021524003055890813 0.018631729252588585 0.0056946824080460236 0.028247483702649713 -0.027155044505759892 0.010956113311649677
leaf_weight=0.0011471632003503028 0.00118400124862635 0.0016026737582363068 0.0012957646159675188 0.0015867388648017153 0.0010954411697204148 0.001018138569009344 0.0015187522866894551 0.0010632766912479497 0.0010395548874795324 0.001175029490141033 0.0018588736452378463
leaf_count=592 258 231 346 301 235 192 221 80 103 179 162
internal_value=-9.01793e-07 0.000852957 0.00221467 0.00030642 0.003003 0.000673335 0.00341531 -2.18992e-05 0.00573127 -0.0115502 -0.00106196
internal_weight=0.0155854 0.0144382 0.0128356 0.0116516 0.0103558 0.00926036 0.00824223 0.00672347 0.00448517 0.00223831 0.00344561
internal_count=2900 2308 2077 1819 1473 1238 1046 825 566 259 463
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=11
num_cat=0
split_feature=10 10 15 5 5 7 13 8 20 20
split_gain=1.242e-05 2.24787e-05 3.09803e-05 3.6315e-05 3.8431e-05 4.26008e-05 2.59198e-05 3.28748e-05 5.53756e-05 3.21953e-05
threshold=60.990361147350008 61.917879202350001 42.133814420300006 21.850554661550003 20.766972852450003 22.689595575850003 98.238948544700023 8.1436447804000007 38.771633980050005 39.646013290900008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 9 -9 -8
right_child=1 2 -4 -5 -6 6 7 8 -10 -11
leaf_value=-0.0097167298614093053 0.014669533436423111 0.019518464281247216 -0.0143074846251735 0.013924315276877151 -0.014469385327308727 -0.011742255222377743 0.024420534002688551 -0.023724045921487545 0.00528113805710086 0.0007280262982565604
leaf_weight=0.0012129247535760902 0.0010836022766169138 0.001164873830384233 0.0014127173590795404 0.0019259970419129519 0.0017628736403584302 0.0017330350053018787 0.0010308600131411216 0.0010038804425557268 0.0019115810686906043 0.0012928843466631923
leaf_count=310 105 208 248 269 187 784 141 129 280 239
internal_value=-6.58482e-07 0.000822174 -0.000311247 0.00136073 -0.00108346 0.00181654 -0.00114097 0.00236574 -0.00470621 0.0112385
internal_weight=0.0155352 0.0143223 0.0132387 0.011826 0.00989999 0.00813711 0.00697224 0.00523921 0.00291546 0.00232374
internal_count=2900 2590 2485 2237 1968 1781 1573 789 409 380
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=12
num_cat=0
split_feature=22 22 15 8 23 7 8 20 15 2 15
split_gain=1.08479e-05 5.38372e-05 4.39503e-05 6.75884e-05 8.91803e-05 6.16797e-05 3.05456e-05 6.00907e-05 3.96566e-05 0.000152655 6.9575e-05
threshold=-0.085734999999999992 -0.079824999999999993 26.285853065250006 8.6432548896500023 0.083795000000000022 23.9444576715 8.4434108459500017 41.532441862050007 26.020709979100001 122.26439358135001 18.978014882100002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -6 8 -8 10 -10 -1
right_child=1 2 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.011982539018127882 -0.023055107056128964 -0.011974701158683536 0.035734460687607952 -0.017098832323288397 -0.0099387251864704665 0.021157680653316517 -0.001404065599391751 0.030682900952535744 0.013809088270750678 -0.040274838641230416 0.018112762848027136
leaf_weight=0.0013234175990844456 0.0011065153354819215 0.0019382836107925188 0.0011158853211517966 0.0010128308091846283 0.001646955470687439 0.0010410444283387998 0.0013938205901329326 0.0010041043563140967 0.0010821029715639696 0.0010080589154641091 0.0018308990583480907
leaf_count=514 166 622 149 124 182 131 144 125 124 246 373
internal_value=-4.13517e-07 -0.00260846 0.000740846 0.00585768 0.0119701 0.00210471 0.0026824 0.012032 -0.0015925 -0.0122749 0.00548605
internal_weight=0.0155039 0.00786151 0.006755 0.00481672 0.00380389 0.002688 0.0076424 0.00239792 0.00524448 0.00209016 0.00315432
internal_count=2900 1374 1208 586 462 313 1526 269 1257 370 887
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=12
num_cat=0
split_feature=16 0 20 6 23 5 18 9 21 21 5
split_gain=1.12732e-05 3.82242e-05 3.21492e-05 3.60896e-05 4.15635e-05 5.35762e-05 3.44368e-05 3.14627e-05 4.49196e-05 5.36286e-05 2.62834e-05
threshold=20.394952307700002 92.031298721500022 38.592454371550012 16.505385645700006 0.087530000000000011 21.850554661550003 13.086509421050001 204.17620834730005 3.2821610579500002 10.738578069800001 15.299679811400003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -5 8 -3 -10 -9
right_child=2 7 3 6 5 -7 -8 10 9 -11 -12
leaf_value=-0.01838322696227206 0.017405558734011738 0.017119577857498191 0.017170423208005353 0.0018603730937800129 -0.020484989212687321 0.0095760649794369365 -0.024202853352428718 0.0018480312035174589 -0.016816394377983768 0.011051504055311537 -0.020397094087466081
leaf_weight=0.0012877230969210217 0.0012541307255879985 0.0018498312634444595 0.0017046418677629789 0.0010206244138990014 0.0010313997237574313 0.0013944297656158368 0.001007269009603351 0.0010283068189497375 0.0013944420378641485 0.0013679641168585083 0.0010985858772753973
leaf_count=455 104 418 200 118 100 149 130 260 396 325 245
internal_value=-3.50391e-09 -0.00259669 0.0028119 -0.000160056 0.00520385 -0.00320511 -0.0110854 0.00041983 0.00505978 -0.003016 -0.00964206
internal_weight=0.0154393 0.00802685 0.0074125 0.00615836 0.00413047 0.00242583 0.00202789 0.00673913 0.00461224 0.00276241 0.00212689
internal_count=2900 2099 801 697 449 249 248 1644 1139 721 505
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=12
num_cat=0
split_feature=17 12 17 10 19 2 4 14 4 19 17
split_gain=1.07944e-05 4.18882e-05 5.52879e-05 2.20898e-05 4.44951e-05 2.70007e-05 4.46623e-05 3.66629e-05 4.35559e-05 3.19212e-05 5.7011e-05
threshold=201.78545703200004 194.62888214220001 209.52161856205001 80.909147435850016 12.150980378200002 220.59538940565002 277.00048312305006 241.93759739650002 212.51885705880002 14.051133688400002 188.54236693505001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 8 9 -6 -11
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.019519997329600604 -0.021568660380772962 -0.01364744250346267 0.018487209873758601 0.013302592726587629 -0.010134547438206722 -0.012407391913797673 0.023684728137014516 -0.01318377671828864 0.020175287043145376 -0.0059064439236135233 0.022200851116240976
leaf_weight=0.001070059324573735 0.0010475080850003396 0.0010440901263414034 0.0010989348429755661 0.0013729623733091797 0.0018678025778994948 0.0011536081746213065 0.0010060674321200483 0.0014267725482597707 0.001391372764478524 0.0016214143216628507 0.0013004123634781095
leaf_count=277 241 209 254 461 371 269 174 225 171 140 108
internal_value=-6.14839e-07 -0.00517978 0.00283108 0.00135267 -0.000161214 0.00195961 0.00388371 0.00126518 0.00460046 7.60256e-05 0.00660322
internal_weight=0.015401 0.00319053 0.00214302 0.0122105 0.0108375 0.00976745 0.00861384 0.00760777 0.006181 0.00478963 0.00292183
internal_count=2900 704 463 2196 1735 1458 1189 1015 790 619 248
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=12
num_cat=0
split_feature=18 10 0 2 2 0 23 5 18 21 5
split_gain=1.10693e-05 4.09535e-05 5.79992e-05 2.32038e-05 4.98477e-05 3.43195e-05 4.80037e-05 4.11656e-05 5.56667e-05 5.17611e-05 3.76869e-05
threshold=17.484317143600006 80.909147435850016 98.615332683000005 91.18717909130001 72.843776848050013 94.73051068445001 0.099010000000000029 21.197160116700001 13.24392582145 5.2269517379000012 22.665750084250003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -9 -10 -8
right_child=-2 -3 -4 5 -6 -7 10 8 9 -11 -12
leaf_value=0.0046122522468661012 -0.010034193771047235 0.019501055004977872 -0.023669492683880106 -0.01803033352261332 -0.021548519755779202 0.016869505233995972 0.0010550167414499522 -0.012792332759135733 -0.0040730445617038254 0.026027851832440087 0.027420250948236077
leaf_weight=0.0017036805530274641 0.0010259571465920233 0.0010738720124421229 0.001023594880638746 0.0015456261190991919 0.001272282454669477 0.0016058408303182836 0.0011629938269389624 0.0016457508165553161 0.0011166432728073215 0.0011696862384752288 0.0010156157694533765
leaf_count=163 440 319 288 294 158 276 121 413 157 149 122
internal_value=8.50814e-08 0.00071821 -0.000802738 0.00110984 -0.00657199 0.00357803 0.000790269 -0.00420338 0.00123174 0.0113266 0.0133459
internal_weight=0.0153615 0.0143356 0.0132617 0.0122381 0.00297596 0.00926216 0.00765632 0.00547771 0.00393208 0.00228633 0.00217861
internal_count=2900 2460 2141 1853 321 1532 1256 1013 719 306 243
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=11
num_cat=0
split_feature=13 22 5 5 22 23 23 22 6 17
split_gain=1.15452e-05 2.33755e-05 2.81994e-05 6.37802e-05 2.35016e-05 4.66339e-05 2.99923e-05 5.11217e-05 4.40473e-05 4.13429e-05
threshold=95.99139754765001 0.15675000000000003 25.763052016400003 23.606333875400001 -0.033594999999999993 0.10236000000000002 0.083905000000000021 -0.083330000000000001 16.245379570700006 192.84209122775002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 9 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0080099153643094553 -0.015419703747221717 -0.010955385492627047 0.016246781392575953 -0.022962483320084132 0.013630881544425461 -0.014558883580612112 0.0299741843524612 -0.0079716590645971166 0.01189094170068913 0.0061895928375198883
leaf_weight=0.001610087038168625 0.0014341438597999853 0.0014739835601739392 0.0013086691866774714 0.0010305166727614086 0.0017671024447761226 0.0015725356262924484 0.0013192909744872629 0.0011599317550002263 0.0010039528094694106 0.0016384190642602103
leaf_count=784 297 207 330 223 281 193 146 136 94 209
internal_value=6.28675e-07 0.000941478 0.00237478 0.000713231 0.00317885 0.000906557 0.00461628 0.00982097 -0.0041738 0.0167987
internal_weight=0.0153186 0.0137085 0.0122346 0.0109259 0.00989538 0.00812827 0.00655574 0.00411764 0.0024381 0.00295771
internal_count=2900 2116 1909 1579 1356 1075 882 491 391 355
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=11
num_cat=0
split_feature=17 15 17 20 8 20 16 16 2 9
split_gain=1.06599e-05 4.4423e-05 3.79432e-05 4.22711e-05 4.72614e-05 3.85937e-05 8.3281e-05 0.000113582 7.42121e-05 3.4184e-05
threshold=182.28951942140003 21.724651858600001 187.45953903175004 40.166811829450005 8.1436447804000007 41.21013581150001 16.244962012200002 22.624947093000003 163.32842070695003 202.80137809380003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 -7 8 -8 -6
right_child=2 -3 3 5 9 6 7 -9 -10 -11
leaf_value=-0.010753289349763105 -0.015334152809608198 0.014398183119583727 0.0077637813172518645 0.019395869052028294 -0.0056212628904257324 0.021857813916535677 -0.0031151202330214692 0.017269445093582064 -0.036644590557082871 -0.03024945413194163
leaf_weight=0.0011002400433057077 0.0016676324872645564 0.0019412304253811595 0.0012249669360318233 0.0015319874513293648 0.0012657892715792762 0.0014703021304762736 0.0014906833479776389 0.0013905878648583793 0.0011847654774533867 0.0010159096874225032
leaf_count=426 312 378 361 200 112 322 188 156 273 172
internal_value=1.25512e-06 0.00529974 -0.00131506 0.000895691 -0.00808052 0.00534888 0.00146186 -0.00591343 -0.0179629 -0.0165868
internal_weight=0.0152841 0.00304147 0.0122426 0.010575 0.00350667 0.00706833 0.00553634 0.00406604 0.00267545 0.0022817
internal_count=2900 804 2096 1784 645 1139 939 617 461 284
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=11
num_cat=0
split_feature=13 22 22 15 23 21 17 5 6 10
split_gain=1.22831e-05 1.56042e-05 4.55089e-05 4.84412e-05 4.62267e-05 7.76727e-05 3.1216e-05 4.50754e-05 3.34429e-05 2.84695e-05
threshold=92.138837046750012 -0.085734999999999992 -0.079824999999999993 26.285853065250006 0.083795000000000022 4.6945295958000006 192.84209122775002 21.377246852200006 15.925372093750001 61.944763783650011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 -4 -5 -6 7 -2 -8 -9
right_child=1 2 3 4 5 -7 8 9 -10 -11
leaf_value=-0.01003313727447242 0.020750190903066727 -0.021315493609581848 -0.014525418584846793 0.021408092680975297 -0.017250381396915562 0.013293903406552855 -0.014779512839484943 0.010046639522690399 0.0082410387239996562 -0.012544952563477646
leaf_weight=0.0011298408152387038 0.0019410825227664007 0.0010827598235309266 0.001539191113916709 0.0013665578454992444 0.0015091529860388753 0.0018569741745073642 0.0014063023403822995 0.0012503750782732032 0.001144759606154705 0.0010070856089465416
leaf_count=592 315 138 405 176 173 237 329 224 132 179
internal_value=-5.79716e-07 0.000803093 -0.00238334 0.000885058 0.00589694 -0.000400172 0.00427515 0.00957619 -0.00444931 -3.17939e-05
internal_weight=0.0152341 0.0141042 0.00735464 0.00627188 0.00473269 0.00336613 0.00674961 0.00419854 0.00255106 0.00225746
internal_count=2900 2308 1129 991 586 410 1179 718 461 403
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=12
num_cat=0
split_feature=10 9 9 4 13 15 10 20 17 8 6
split_gain=1.1407e-05 1.89542e-05 2.53821e-05 3.00394e-05 7.07036e-05 4.8499e-05 3.58568e-05 6.88069e-05 3.85682e-05 3.75859e-05 3.78821e-05
threshold=60.990361147350008 216.18094582280003 207.37918994975004 376.98468903265001 97.873318238950006 22.654569872000003 70.026268923800004 37.858673296900008 186.34046889365004 8.4434108459500017 16.405383309150004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9 10 -10
right_child=1 -3 -4 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.009408295278132417 -0.025362731963365526 0.012990720909481052 -0.012354256504696568 0.015745244387703708 0.021342065557730227 0.025786253915442016 -0.014789622085828239 0.014939485219225985 -0.012332615442593819 -0.017022905008134092 0.013004174987460735
leaf_weight=0.0011880327034768544 0.0010276709458527456 0.0011685382178786745 0.0015403620745084142 0.0012815420999275082 0.0011670394204193876 0.0010738476948077844 0.001435963398799367 0.0010761682829641701 0.0010446688602031577 0.0018375991249709443 0.0013561739543904161
leaf_count=310 518 258 316 347 188 99 304 121 105 181 153
internal_value=-3.19256e-07 0.000797491 -0.000312097 0.00132934 -0.000514596 0.0023254 -0.000511002 0.00269847 -0.00196655 -0.0062591 0.00197948
internal_weight=0.0151976 0.0140096 0.012841 0.0113007 0.0100191 0.00899146 0.00782442 0.00638846 0.00531461 0.00423844 0.00240084
internal_count=2900 2590 2332 2016 1669 1151 963 659 560 439 258
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=11
num_cat=0
split_feature=12 10 20 23 19 16 22 10 6 16
split_gain=1.04493e-05 1.60752e-05 2.00065e-05 4.86549e-05 3.23367e-05 4.60714e-05 4.40749e-05 3.63086e-05 4.78686e-05 4.98896e-05
threshold=88.918697887850016 60.990361147350008 39.134693790050008 0.090640000000000012 11.450923895500003 15.689963310050002 -0.16717499999999999 66.697957758300021 16.415383542800004 22.624947093000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 8 -8 -10
right_child=1 2 4 -5 5 6 7 -9 9 -11
leaf_value=-0.00957316474203046 -0.011284804617973763 -0.0046792638882704853 -0.015379010778760652 0.020972275223721026 0.017112374664722166 0.017294524785266111 0.011472572160823336 -0.019015867360673309 -0.022549752767198193 0.0038592952368164284
leaf_weight=0.001060431551762696 0.0010336345652520061 0.0013980442343875467 0.0012688407332236565 0.0015696139277738962 0.0015890947119939205 0.00104602310546265 0.0019199289045590843 0.0014076665399248844 0.0013875243891678379 0.0014765526954667917
leaf_count=144 288 392 447 276 289 148 210 364 178 164
internal_value=-4.66988e-08 0.000720085 0.00166997 0.008888 -0.000451801 0.00169397 -0.00169127 -0.00489873 -0.000744848 -0.00893477
internal_weight=0.0151574 0.0140969 0.0130633 0.00296766 0.0100956 0.00882679 0.0072377 0.00619167 0.00478401 0.00286408
internal_count=2900 2756 2468 668 1800 1353 1064 916 552 342
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=12
num_cat=0
split_feature=20 20 2 2 6 21 2 2 22 23 2
split_gain=1.09643e-05 2.69177e-05 4.37431e-05 3.72888e-05 5.23017e-05 5.7312e-05 4.63181e-05 6.19581e-05 3.46729e-05 2.88325e-05 2.16022e-05
threshold=37.020641110850008 38.592454371550012 92.716362671650018 122.26439358135001 16.505385645700006 14.673280803050002 181.83510701155004 266.28898953815008 -0.08459499999999999 0.088565000000000019 151.19096455890005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 5 6 10 8 -8 -3 -5
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0072417615688161983 0.015556426450225598 -0.0027489143563382882 0.016083120779133136 -0.0030227747558798884 -0.018374161601162366 0.022418907480039958 0.029174894963011039 -0.010230987868442308 0.0036073257355887416 -0.025668491617764445 -0.023441275630872959
leaf_weight=0.0018368400284116447 0.0011596530553926497 0.001216467358154903 0.0016683889553198916 0.0010603805095149499 0.0013418954033357156 0.0012670584424647113 0.0010833653224400805 0.0014373112618695687 0.0010391928405057952 0.0010001243326035955 0.0010132619719915442
leaf_count=468 240 148 266 177 283 212 212 336 198 120 240
internal_value=-1.03527e-07 0.001001 -0.000390821 0.00244943 -0.000310213 0.00320253 -0.00111951 0.00580096 0.0166572 -0.0130902 -0.013
internal_weight=0.0151239 0.0132871 0.0121274 0.00991085 0.00824247 0.00690057 0.00563351 0.00355987 0.00212256 0.00221659 0.00207364
internal_count=2900 2432 2192 1924 1658 1375 1163 746 410 268 417
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=12
num_cat=0
split_feature=13 22 23 17 22 22 23 21 20 2 18
split_gain=1.07592e-05 2.0022e-05 3.01135e-05 4.81357e-05 3.5268e-05 6.62814e-05 3.5873e-05 4.74957e-05 6.32584e-05 2.81522e-05 1.41369e-05
threshold=95.99139754765001 0.15675000000000003 1.0000000180025095e-35 181.49225329600003 -0.033594999999999993 -0.082314999999999985 0.098200000000000023 3.8005420560000007 42.487106141350004 187.03662689815005 13.713893333650001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 6 7 -5 -9 -2 -7
right_child=1 -3 3 4 -6 10 -8 8 -10 -11 -12
leaf_value=-0.0077847473156000451 -0.017641020728887475 -0.010208358634834583 0.024176327969784531 -0.0037814919726429173 0.015753019280536313 -0.0075177073332632063 -0.0095723622879812977 0.035587471251357874 0.0023683045085967917 0.0045993874316072585 -0.024067620678537863
leaf_weight=0.0015883088374243374 0.0013122552386976251 0.0014446001868374863 0.0011215166900619923 0.0014789057967753189 0.0015608506175783209 0.0010160458517692317 0.0012138965338909717 0.0011621889987367962 0.0011312111565337513 0.0010050643901221845 0.001049012261439275
leaf_count=784 322 207 171 185 262 106 167 150 183 209 154
internal_value=2.89834e-07 0.000916521 0.00225011 0.00468919 0.00215146 -0.000859346 0.00538006 0.0101916 0.0192022 -0.00799494 -0.0159248
internal_weight=0.0150839 0.0134955 0.0120509 0.00973363 0.00861211 0.00705126 0.0049862 0.00377231 0.0022934 0.00231732 0.00206506
internal_count=2900 2116 1909 1378 1207 945 685 518 333 531 260
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=12
num_cat=0
split_feature=22 23 23 23 15 18 6 20 5 2 13
split_gain=1.15918e-05 3.78835e-05 5.00348e-05 5.74887e-05 3.99912e-05 6.09243e-05 4.32202e-05 4.4166e-05 4.83768e-05 5.8571e-05 1.83953e-05
threshold=-0.24103499999999997 -0.15684499999999998 0.070195000000000021 0.07968500000000002 24.200063469100005 14.752187928300001 15.785368822600002 39.995120105550008 22.732890661650003 116.16618105335002 106.33120751740002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 -3 -4 -5 6 -6 -8 9 -9 -2
right_child=1 2 3 4 5 -7 7 8 -10 -11 -12
leaf_value=-0.0074044301429906922 0.023143561097024187 -0.021127891994786797 0.023615866585538641 -0.016698120234775172 -0.016421427376374472 0.02277615123692061 0.020280282567495492 0.0021636269133329515 0.01224198928471701 -0.029730056867124391 0.0041014210250437935
leaf_weight=0.0018530015113693054 0.0010133766725636652 0.0011365221634330605 0.0010115923162023468 0.0014564479358022036 0.001633083491452636 0.0011332560440163193 0.0010738150367117778 0.0013515812057249832 0.0013641695632588958 0.0010031773492949481 0.0010158784634940084
leaf_count=471 212 262 263 555 208 214 111 104 217 113 170
internal_value=1.82823e-06 0.00104207 -0.00124258 0.00101131 -0.00152504 0.00139843 -0.00237173 0.00241557 -0.00274274 -0.0114238 0.0136108
internal_weight=0.0150459 0.0131929 0.0111636 0.0100271 0.00901553 0.00755908 0.00642583 0.00479274 0.00371893 0.00235476 0.00202926
internal_count=2900 2429 2047 1785 1522 967 753 545 434 217 382
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=12
num_cat=0
split_feature=13 0 6 20 20 15 16 9 22 2 2
split_gain=1.26889e-05 1.33248e-05 3.67713e-05 2.4869e-05 3.67913e-05 3.05038e-05 5.94521e-05 4.01379e-05 4.63363e-05 7.51245e-05 5.06788e-05
threshold=92.138837046750012 85.716110573100011 16.575387281250006 43.19689381845 42.541806567400009 20.609775022200004 17.204959767300004 205.70977008025002 -0.072569999999999982 131.42729508740004 135.10547220710001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 8 9 -8 -10
right_child=1 3 -4 -5 -6 6 7 -9 10 -11 -12
leaf_value=-0.010266308309375626 -0.017386839684171426 0.018772713719923777 0.0068282887476157385 0.012667249054682356 -0.017317463377892018 -0.021073372795122693 0.0049743204069585684 0.017889255950349875 -0.0040840042810755322 -0.030809143102722682 0.025587773624768891
leaf_weight=0.0011141502587486392 0.0013066709521975433 0.0010020182228400419 0.0012057742495924402 0.0019169370277633 0.0010666423090297051 0.0011172137164200437 0.0013664530967522123 0.0015565060895524896 0.0012630335764627302 0.0010281471078414373 0.0010576422818844855
leaf_count=592 246 205 331 383 158 232 117 251 119 137 129
internal_value=1.61739e-06 0.000825408 -0.0057655 0.00228122 0.000176117 0.00239985 0.000179537 0.00396539 -0.00063086 -0.0103897 0.00943884
internal_weight=0.0150012 0.013887 0.00251245 0.0113746 0.00945766 0.00839101 0.007389 0.00627178 0.00471528 0.0023946 0.00232068
internal_count=2900 2308 577 1731 1348 1190 985 753 502 254 248
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=11
num_cat=0
split_feature=8 12 2 16 22 20 22 5 2 18
split_gain=1.12449e-05 1.85471e-05 2.5787e-05 4.48494e-05 2.63223e-05 5.35932e-05 4.05803e-05 0.000107209 3.49626e-05 2.91047e-05
threshold=8.8430989333000021 327.98456567570003 248.59864686230003 13.804967718000002 -0.036264999999999999 41.134354310300004 -0.11600999999999999 21.850554661550003 122.26439358135001 13.809421053700001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -7 -8 -5 -6
right_child=-2 -3 -4 4 9 6 7 -9 -10 -11
leaf_value=-0.019095950274685899 -0.0097181034890765627 -0.011917131172849963 0.014773777538347797 -0.00088472752724158207 0.022293370635943506 0.018737439402101385 -0.020250956713179995 0.021439939155936918 -0.02149649693113749 0.0018414047772571493
leaf_weight=0.0010823169679141645 0.0011027041455812349 0.001063140726313542 0.0013736532099225878 0.0018010804551890098 0.0012039768764084101 0.0016804362668301921 0.0013623015348942485 0.001127137655527197 0.0015153346859155467 0.0016485702238320937
leaf_count=558 158 302 304 257 214 247 193 140 268 259
internal_value=9.26193e-07 0.000774288 0.00182884 0.000271916 0.00229943 -0.000815214 0.0067304 -0.00137467 -0.0103026 0.0104736
internal_weight=0.0149607 0.0138579 0.0127948 0.0114212 0.0103388 0.00748629 0.00416988 0.00248944 0.00331642 0.00285255
internal_count=2900 2742 2440 2136 1578 1105 580 333 525 473
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=12
num_cat=0
split_feature=22 7 22 23 6 10 3 7 15 6 13
split_gain=1.06475e-05 4.86006e-05 3.61538e-05 2.39166e-05 6.15314e-05 3.33821e-05 8.39096e-05 5.44056e-05 7.03951e-05 4.43843e-05 4.11448e-05
threshold=-0.0023999999999999998 23.789355599150003 -0.033594999999999993 0.096995000000000012 16.475384944750001 62.55235532115001 85.622014538550019 24.052187734100006 20.609775022200004 16.505385645700006 117.51519334005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 9 7 -7 -9 10 -1
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.010794541181557447 -0.020102771410438744 0.0056465495137516452 0.019443733181113539 -0.020947410751456265 0.010407574114573293 0.017463932550520728 0.026437857658432845 0.0080377389169350652 -0.027057959299700313 -0.020197588170284827 0.017167982533205603
leaf_weight=0.001028198645237283 0.0012774019817431098 0.0017199872962577786 0.0010097174293709722 0.0015960350065893081 0.0010296273701449624 0.00104213042277394 0.001591412346364931 0.0011058650553847989 0.0011828188939091433 0.0012623707420004598 0.0010778273999059451
leaf_count=125 288 408 180 293 109 181 244 398 312 241 121
internal_value=9.40442e-07 -0.00532708 0.00134004 -0.000334483 -0.00865187 0.00229965 0.00754886 -0.00147601 -0.0101001 -0.005371 0.00351619
internal_weight=0.0149234 0.00299739 0.011926 0.0109163 0.00262566 0.00829062 0.00492223 0.00333081 0.00228868 0.0033684 0.00210603
internal_count=2900 696 2204 2024 402 1622 1135 891 710 487 246
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=11
num_cat=0
split_feature=13 22 5 16 15 16 13 16 22 23
split_gain=1.16489e-05 1.63068e-05 2.22483e-05 3.18455e-05 5.87523e-05 5.46705e-05 4.52279e-05 4.06106e-05 4.33279e-05 2.91077e-05
threshold=95.870416931800023 0.15675000000000003 25.763052016400003 15.919962772200003 27.008040895250005 18.984955604900005 113.96105169155001 22.554947256700004 -0.088099999999999998 0.093295000000000031
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8 -9 -10
right_child=1 -3 -4 4 5 6 7 8 9 -11
leaf_value=-0.0082866744662186322 0.01219108753811053 -0.0091305670717179085 0.014646681587693711 -0.024653218195561367 0.022480478556354214 -0.018639103159219541 0.017999456246527226 -0.017564541103239111 -0.0047979823892144368 0.015921528722474081
leaf_weight=0.0015225597077558458 0.001955926818872967 0.0014337018281530374 0.0012739125569002857 0.0010062661429381409 0.001030176128157978 0.0013470888139153758 0.0012071622380903924 0.001346959436377383 0.0015398973290064134 0.0012114349543203284
leaf_count=773 330 207 330 291 237 162 111 157 173 129
internal_value=5.15033e-07 0.000945485 0.00215752 0.000662902 -0.00193214 0.00104382 -0.00227575 0.00187902 -0.0028693 0.00432499
internal_weight=0.0148751 0.0133525 0.0119188 0.0106449 0.00868899 0.00768272 0.00665254 0.00530545 0.00409829 0.00275133
internal_count=2900 2127 1920 1590 1260 969 732 570 459 302
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=13
num_cat=0
split_feature=5 5 21 7 10 6 0 13 7 14 23 23
split_gain=1.20806e-05 4.06308e-05 2.06661e-05 4.04939e-05 2.65876e-05 2.53653e-05 3.3269e-05 5.27816e-05 5.45434e-05 4.12299e-05 5.90296e-05 3.26144e-05
threshold=23.606333875400001 25.556820288350004 15.697044644950003 26.520549809950001 78.220689305400015 13.665319288000001 96.055920542800024 109.72404167800001 23.974509389900003 202.65261526855002 0.088395000000000015 0.090865000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 9 10 -9 -11
right_child=1 -3 -4 -5 -6 6 -8 8 -10 11 -12 -13
leaf_value=-0.014057896331526973 -0.021908351463410976 0.0043280947223121998 0.013843657091198964 -0.018162292141793639 0.016676109471142526 -0.021361780401192118 0.018398687884021984 0.024475811685122126 0.022621731695444743 -0.02460004368856256 -0.0061972050194280927 0.00047946837785904417
leaf_weight=0.0011028270923455945 0.0010006351288594827 0.0014392762432930278 0.0011818346655726618 0.0011130194021739892 0.0010913667805507359 0.0010260159987632057 0.0010847252191932277 0.0010928881057878925 0.0011616414193529323 0.0010397431993212081 0.0014731287554781147 0.0010343773925393651
leaf_count=339 220 374 178 559 308 259 121 103 134 90 110 105
internal_value=3.9818e-07 -0.00643177 0.00126588 -5.90087e-05 0.00193465 0.000150096 0.00213037 -0.000454162 0.00324325 -0.00160808 0.00686669 -0.0120927
internal_weight=0.0148415 0.00243991 0.0124016 0.0112197 0.0101067 0.00901535 0.00791252 0.00682779 0.00580178 0.00464014 0.00256602 0.00207412
internal_count=2900 594 2306 2128 1569 1261 922 801 542 408 213 195
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=11
num_cat=0
split_feature=8 17 20 9 18 14 20 20 9 22
split_gain=1.10826e-05 1.76775e-05 4.68817e-05 7.23266e-05 4.6106e-05 5.25887e-05 3.15482e-05 3.12902e-05 8.73612e-05 6.72158e-05
threshold=8.8430989333000021 188.07781354100004 40.08085804200001 179.80632259800004 13.303774303900001 186.41884102645002 43.162556114600001 41.24714903835001 203.31429194770001 -0.081169999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 7 9 -9 -7
right_child=-2 4 3 -5 5 6 -8 8 -10 -11
leaf_value=0.011103499054189243 -0.0097130240578953281 0.021106431547264225 0.002018822886128637 -0.028520601766159965 -0.019526658778692571 -0.0089013484217856844 0.016362483510095276 -0.029651336096320653 0.010897466522533254 0.020499527016455559
leaf_weight=0.0013733576793807439 0.0010882698348377703 0.0012549304233119311 0.0018169308858394415 0.0013529447298879815 0.001127264990770243 0.0014866222321417088 0.0015436700112490438 0.0010564847473889302 0.0010688998303136632 0.001630369098516571
leaf_count=362 158 137 520 216 155 347 326 190 205 284
internal_value=3.09227e-07 0.000771249 -0.00432944 -0.0110158 0.00329885 0.000474836 0.00379739 9.74689e-05 -0.00925851 0.00647703
internal_weight=0.0147997 0.0137115 0.00454323 0.00316988 0.00916824 0.00791331 0.00678605 0.00524238 0.00212538 0.00311699
internal_count=2900 2742 1098 736 1644 1507 1352 1026 395 631
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=11
num_cat=0
split_feature=13 7 22 20 23 23 23 6 23 17
split_gain=1.21338e-05 1.86655e-05 2.8895e-05 2.71469e-05 3.89519e-05 0.000105847 4.96105e-05 3.32003e-05 2.80961e-05 2.68251e-05
threshold=95.870416931800023 21.725272673150005 -0.16297999999999999 39.468990633150007 0.088565000000000019 0.09642000000000002 0.085495000000000029 14.815346158200002 0.10500500000000003 191.75198759630004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 6 -6 9 -4 -7 -5
right_child=1 2 3 4 5 8 -8 -9 -10 -11
leaf_value=-0.0084918394117100195 -0.0086733275214966373 0.015047109975424151 -0.0039950645290017456 -0.016000192260634229 -0.031894386227949753 0.015780944877535223 0.021296314965687475 0.017533160529007299 -0.0073099153605738479 0.0056338782810126256
leaf_weight=0.0015106731974464929 0.0017437734078665544 0.0015675629299608225 0.0012343837774748704 0.001028578104020933 0.0013852829114860687 0.0010049652166283264 0.0011712360003720002 0.0017069424780903342 0.0011078229972502499 0.0012944336562655812
leaf_count=773 485 239 229 163 213 104 163 158 160 213
internal_value=-8.17416e-07 0.000967637 0.00242937 0.000438244 -0.00295228 -0.0104119 0.00451549 0.00849843 0.00367344 -0.00394521
internal_weight=0.0147557 0.013245 0.0115012 0.00993365 0.00699232 0.00349807 0.00349425 0.00294133 0.00211279 0.00232301
internal_count=2900 2127 1642 1403 1016 477 539 387 264 376
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=12
num_cat=0
split_feature=5 5 21 7 10 13 5 15 22 23 2
split_gain=1.00007e-05 3.59775e-05 1.77565e-05 3.22451e-05 2.23963e-05 2.25028e-05 2.58174e-05 4.90819e-05 3.19354e-05 6.84219e-05 2.54452e-05
threshold=23.606333875400001 25.763052016400003 15.697044644950003 26.520549809950001 78.220689305400015 104.02719889955002 20.766972852450003 37.434800281900003 -0.095714999999999995 0.083415000000000031 154.60082690140004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 -7 -10 -9
right_child=1 -3 -4 -5 -6 6 7 10 9 -11 -12
leaf_value=-0.013663010034914356 -0.019767744693193517 0.0047990200404849541 0.012857603299392659 -0.016324594026765615 0.015271779373007164 0.019546722875180309 -0.02190201587150744 0.012793823400017904 0.020507021539770992 -0.013000119858385929 -0.0061155981825118466
leaf_weight=0.0010540849394882262 0.0010536317650892942 0.0013728486529603415 0.0011731423657367736 0.0011006961591309003 0.001085306908594299 0.0014295976177887181 0.0010880115329392741 0.0013832854415340989 0.0010376464256123237 0.0014767304951169846 0.0014655796718105463
leaf_count=327 242 352 178 559 308 186 133 99 102 228 186
internal_value=-1.44966e-06 -0.00586842 0.00115651 -7.78301e-05 0.00170683 5.91282e-05 0.0018945 -0.00383427 0.00761296 0.000827785 0.003066
internal_weight=0.0147206 0.00242648 0.0122941 0.0111209 0.0100202 0.00893494 0.00788085 0.00393688 0.00394397 0.00251438 0.00284887
internal_count=2900 594 2306 2128 1569 1261 934 418 516 330 285
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=10
num_cat=0
split_feature=5 5 0 18 6 7 21 12 7
split_gain=1.09932e-05 2.0984e-05 4.90134e-05 3.27668e-05 4.83853e-05 4.33155e-05 3.15019e-05 7.28183e-05 4.89978e-05
threshold=9.9970238968500009 13.922841871800001 97.835679825150024 14.732667293750003 14.755344756250002 23.789355599150003 5.7087410616000005 131.64402048350004 22.620341628000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -8 -6
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0094859248322805151 0.012275202974723559 -0.019508363491587619 -0.021085353571579892 0.015229380374568747 0.0053516510166177061 0.014944011931171534 0.026409338141248101 -0.006001428124566735 -0.019014728609711803
leaf_weight=0.0011281813555411467 0.0014232552386151962 0.0012006639690071786 0.0010615845321256699 0.0014852569947453884 0.0014341514921033453 0.0019657188107931045 0.001067115806844654 0.0019783658895417698 0.0019438169035366284
leaf_count=649 304 263 268 263 290 203 108 347 205
internal_value=-1.3598e-06 0.000787753 -0.000559369 0.00140812 -0.000732498 0.00195472 -0.0020203 0.00535508 -0.00866973
internal_weight=0.0146881 0.0135599 0.0121367 0.0110751 0.00958983 0.00838917 0.00642345 0.00304548 0.00337797
internal_count=2900 2251 1947 1679 1416 1153 950 455 495
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=12
num_cat=0
split_feature=12 2 16 13 17 23 23 23 23 23 10
split_gain=1.02063e-05 2.34229e-05 3.82659e-05 2.44227e-05 2.6651e-05 3.59231e-05 4.39596e-05 2.67831e-05 5.58886e-05 4.71518e-05 5.9499e-05
threshold=327.98456567570003 248.59864686230003 13.804967718000002 117.72489307420001 182.28951942140003 0.11308000000000003 0.10098000000000003 0.094415000000000013 0.088565000000000019 0.085495000000000029 70.026268923800004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 10 -6
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.018724476813959751 -0.0092609434560978702 0.013192194562631127 0.015388086915357408 -0.013232720774131762 0.0086170204481909058 0.017978399522680974 -0.020872701687874261 0.015594186179433162 -0.017980979187870352 0.020021234807753769 -0.022329352470334574
leaf_weight=0.0010673835820474804 0.0011009173230302248 0.0013612684538491073 0.0014078255846977838 0.0010744639776294604 0.001639108456119657 0.0010403827179003853 0.0010459391923646547 0.0010801541890396171 0.0015136341564897099 0.0013224300846476633 0.0010005188971037582
leaf_count=563 308 308 327 157 183 149 139 135 222 177 232
internal_value=-1.20358e-06 0.000750964 -0.00063815 0.00109722 0.00262926 0.000550824 -0.00183432 0.00120312 -0.00163571 0.00460871 -0.00311283
internal_weight=0.014654 0.0135531 0.0121918 0.0111245 0.01005 0.00864217 0.00760178 0.00655585 0.00547569 0.00396206 0.00263963
internal_count=2900 2592 2284 1721 1564 1237 1088 949 814 592 415
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=11
num_cat=0
split_feature=23 23 17 21 21 21 19 22 22 17
split_gain=9.25712e-06 5.82972e-05 5.9484e-05 2.22531e-05 4.91937e-05 2.72964e-05 5.41002e-05 3.85011e-05 4.82066e-05 3.17981e-05
threshold=-0.23958499999999999 -0.11050499999999999 177.48499193625003 15.031613344500002 11.133313228750003 1.9231529451500002 13.651101412550002 -0.073724999999999999 -0.11600999999999999 194.30849344835002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 -7 -9
right_child=1 2 3 -5 -6 7 -8 9 -10 -11
leaf_value=-0.0077552789354068041 0.023614649726750543 -0.023594644458948214 -0.023582825550068104 0.01481271298279194 -0.019276292484913971 0.01180308470332426 0.004930518479316629 0.029106253367056724 -0.011094165116791429 0.0055786807380076662
leaf_weight=0.0013929761051949098 0.0010338356765490853 0.0010737454604582688 0.0010743837094382208 0.0010629446120448529 0.0012141485353319567 0.0017322315389340596 0.0017481915161472739 0.0010373791330137473 0.0019596829924857671 0.0012872500975919243
leaf_count=360 216 394 335 173 247 299 176 162 325 213
internal_value=-1.40859e-06 0.000815373 -0.00111824 0.00105281 -0.000402037 0.00219055 -0.00592279 0.0059968 -0.000350867 0.016078
internal_weight=0.0146168 0.0132238 0.01219 0.0111162 0.0100533 0.00883912 0.00282258 0.00601654 0.00369191 0.00232463
internal_count=2900 2540 2324 1930 1757 1510 511 999 624 375
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=11
num_cat=0
split_feature=21 21 21 9 21 17 9 22 15 23
split_gain=1.01862e-05 4.38391e-05 4.38722e-05 3.31419e-05 5.9262e-05 5.10667e-05 4.2711e-05 3.00605e-05 3.95041e-05 2.1806e-05
threshold=1.0085888034000001 1.9231529451500002 2.9845679401500003 203.09362050815002 5.7087410616000005 197.71582798205003 208.47660979520001 -0.086894999999999986 26.020709979100001 0.07933500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 4 -4 7 -5 8 -6 -1
right_child=1 2 3 6 5 -7 -8 -9 -10 -11
leaf_value=0.016895866275498425 -0.02093069523061904 0.018495883791312458 -0.021146988178244876 0.024173826878029214 0.01036003263136071 -0.019712477497326152 -0.0027141483671802519 0.014521387425041599 -0.015126163806488938 -0.0013420072918321039
leaf_weight=0.0010405514840067119 0.0010366768309522075 0.0012152566750775239 0.001744081355056889 0.0010053625134001931 0.0012162247779058618 0.0010468190126946258 0.001432625563207595 0.0018528224958228451 0.0012164974667107438 0.00177200243210839
leaf_count=268 160 190 337 163 293 246 335 370 164 374
internal_value=-1.08124e-06 -0.00129341 0.000603897 -0.00168141 -0.00514562 8.80183e-05 0.00837375 0.00492463 -0.00238449 0.0054054
internal_weight=0.0145789 0.0117664 0.0107297 0.00951443 0.00707645 0.00533236 0.00243799 0.00428554 0.00243272 0.00281255
internal_count=2900 2258 2098 1908 1410 1073 498 827 457 642
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=12
num_cat=0
split_feature=13 7 22 16 17 22 17 17 23 8 18
split_gain=1.02047e-05 1.63401e-05 2.94885e-05 4.37555e-05 3.13765e-05 6.13695e-05 3.18257e-05 2.44312e-05 2.69024e-05 3.37244e-05 3.89261e-05
threshold=92.138837046750012 25.926164922500003 -0.0023999999999999998 20.394952307700002 182.28951942140003 -0.22866 187.07782946595003 189.46592532740002 0.098200000000000023 8.1436447804000007 13.934548574650002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -6 -8 9 -9 -11
right_child=1 -3 3 -5 6 -7 7 8 -10 10 -12
leaf_value=-0.0093280337130478477 -0.0031194778555217483 0.010632352658730001 -0.023541351997103485 0.004233691125405387 -0.016598799105688265 0.030655327307191588 0.015546175322515966 0.018644055479105134 -0.013971559452939443 0.0065002327365077514 -0.016581373341564534
leaf_weight=0.0010855080712075518 0.0011599478057118529 0.0014884536378165043 0.0012272439694082727 0.0010545564720930989 0.001129033693529076 0.0010033167160617704 0.0010514787744420988 0.0010106268296922625 0.0012497128141193969 0.0018937296901616052 0.0011896442462562273
leaf_count=592 266 327 322 128 180 186 139 199 179 199 183
internal_value=-1.11893e-06 0.000751194 -0.000477587 -0.0107048 0.00193135 0.0125452 -0.0011202 0.00161246 -0.00112927 0.0027909 -0.00240524
internal_weight=0.0145433 0.0134577 0.0119693 0.0022818 0.00968749 0.00216326 0.00752423 0.00639519 0.00534371 0.004094 0.00308337
internal_count=2900 2308 1981 450 1531 452 1079 899 760 581 382
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=9
num_cat=0
split_feature=0 10 17 9 12 13 12 6
split_gain=1.02414e-05 4.21687e-05 2.86928e-05 2.90904e-05 4.2416e-05 2.82494e-05 2.80481e-05 3.38923e-05
threshold=86.530713386650021 64.434276012450013 201.78545703200004 200.80358209610003 150.89336347300005 103.58091484995002 198.12617315580005 16.515385879350003
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -4 7 -1
right_child=1 2 5 -5 -6 -7 -8 -9
leaf_value=-0.008661442720549346 0.01571608390093689 -0.013891560038213483 0.00049467740705180395 0.012655994222304326 0.0074965879258739937 -0.022045485684302125 -0.014352661110534765 0.011803259259221006
leaf_weight=0.0016021648159427969 0.0017950475928501389 0.0017550178230193673 0.0011011340210265131 0.0018852124083492978 0.001965808064829491 0.0011231913778051439 0.0016473585486244178 0.0016352238254820593
leaf_count=199 189 297 407 373 589 202 323 321
internal_value=-6.46916e-07 0.00189194 -0.00127714 0.00253586 -0.00259165 -0.0108872 -0.00372999 0.0016754
internal_weight=0.0145102 0.00962541 0.00783036 0.00560604 0.00372083 0.00222433 0.00488475 0.00323739
internal_count=2900 2057 1868 1259 886 609 843 520
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=11
num_cat=0
split_feature=8 12 6 5 6 15 20 17 17 8
split_gain=1.11524e-05 1.75407e-05 2.18617e-05 3.43014e-05 4.4751e-05 2.70994e-05 5.19045e-05 4.61901e-05 5.9877e-05 4.6068e-05
threshold=8.8430989333000021 327.98456567570003 8.1951914793500027 13.999568943650003 13.665319288000001 31.506101402100004 41.134354310300004 188.07781354100004 191.06791329340004 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -7 -9 -10
right_child=-2 -3 3 4 5 7 -8 8 9 -11
leaf_value=-0.010496639793223628 -0.0098770934844543863 -0.011780073813639085 0.020622153292647018 -0.018196686599021947 0.00062106178807653882 -0.016213148651269403 0.026197409397740946 0.025887381103613733 0.008693965840113756 -0.014988980663537292
leaf_weight=0.0012913010119982382 0.0010597315580062024 0.0010270689692260205 0.0010311336113918096 0.0010375882298085263 0.0019627326219758788 0.0013998804351543692 0.0013319132567144914 0.0010186312709223877 0.0018498314677848349 0.0014772801530275048
leaf_count=607 158 302 225 305 339 158 278 112 250 166
internal_value=-8.61497e-07 0.000778603 0.00181879 0.00325033 0.0014729 0.00373046 0.0109607 -0.000415503 0.00467334 -0.00182157
internal_weight=0.0144871 0.0134274 0.0124003 0.011109 0.0100779 0.00904027 0.00329465 0.00574562 0.00434574 0.00332711
internal_count=2900 2742 2440 1833 1608 1303 617 686 528 416
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=12
num_cat=0
split_feature=21 20 17 23 23 22 7 9 15 22 5
split_gain=1.10658e-05 3.32492e-05 5.8731e-05 2.13843e-05 2.39767e-05 5.02484e-05 5.79597e-05 8.32766e-05 4.61532e-05 4.10771e-05 3.43191e-05
threshold=1.2219980417000003 39.945535567850008 193.92177542215003 -0.23958499999999999 0.10236000000000002 0.06041500000000001 24.052187734100006 193.32717468205001 20.478039369150004 -0.11600999999999999 21.377246852200006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 7 9 -8 -5 -6
right_child=3 -3 -4 4 10 -7 8 -9 -10 -11 -12
leaf_value=-0.01930986895728027 -0.014587886169827424 0.020245182529647084 0.014280595875213227 0.0078886601927179705 0.0032738765734526727 0.023080098295633546 0.0060387772744745737 0.021842012958143028 -0.020351194018409367 -0.01908579656079145 -0.022782688222100823
leaf_weight=0.0010040712799736049 0.0011160054244118813 0.0010052049060337576 0.0010808260750086987 0.0010800114171913588 0.0010099505726427569 0.0010269779588183313 0.0010062639999957714 0.0019876579111266779 0.0019410785772832062 0.0011828147086264114 0.0010119577943993952
leaf_count=295 269 159 228 232 187 242 321 213 407 208 139
internal_value=2.4276e-07 0.00530627 -0.00189633 -0.00144274 -1.10517e-05 0.00238734 -0.000565078 0.00690729 -0.0113413 -0.00621131 -0.00976734
internal_weight=0.0144528 0.0030901 0.0020849 0.0113627 0.0102467 0.0082248 0.00719783 0.00425048 0.00294734 0.00226283 0.00202191
internal_count=2900 682 523 2218 1949 1623 1381 653 728 440 326
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=11
num_cat=0
split_feature=20 22 17 17 10 13 3 6 17 15
split_gain=1.08298e-05 2.17169e-05 4.74096e-05 7.86855e-05 5.22486e-05 7.81903e-05 5.81953e-05 5.6308e-05 2.56556e-05 1.80573e-05
threshold=35.818873074050011 -0.24103499999999997 182.28951942140003 187.45953903175004 75.403185184700007 112.82921081865001 92.243686913800005 16.445384243750002 201.78545703200004 22.863620006050002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 5 -5 -7 -8 -6 -3
right_child=1 2 3 4 8 6 7 -9 -10 -11
leaf_value=0.0099161222572735786 -0.011803402255495627 0.004105254434398917 -0.026667490207300089 -0.02196809784721529 0.025435602238371088 0.019240360371264198 -0.02228412427643953 0.0056491726821830063 0.0033311216514847575 0.022108714009034986
leaf_weight=0.0010232026901313999 0.0015710837273417702 0.0010344325589868942 0.0011686196832161226 0.0016846442062954407 0.0010790968107784564 0.0015182685399599545 0.0011435373296459425 0.0019560400511840627 0.0010227195720171594 0.0012073377367838312
leaf_count=336 410 313 231 363 234 155 129 244 267 218
internal_value=1.64834e-07 -0.000757806 0.000711005 -0.00235445 0.00102628 -0.00352704 0.00320048 -0.00465635 0.0146798 0.0138013
internal_weight=0.014409 0.0133858 0.0118147 0.00957293 0.00840431 0.00630249 0.00461785 0.00309958 0.00210182 0.00224177
internal_count=2900 2564 2154 1623 1392 891 528 373 501 531
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=10
num_cat=0
split_feature=5 5 15 23 14 22 7 17 22
split_gain=1.14435e-05 2.50642e-05 1.63045e-05 2.55894e-05 3.6322e-05 4.09064e-05 8.15725e-05 5.32147e-05 4.70427e-05
threshold=23.606333875400001 25.763052016400003 41.403124198950003 -0.21013499999999999 315.57679249195007 -0.092864999999999989 23.368583030350006 192.2469332606 -0.036264999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 -5 -8
right_child=1 -3 -4 4 -6 6 8 -9 -10
leaf_value=0.013561621380719015 -0.018087753677337819 0.0026612910640555717 0.012504089719353038 0.02037144011019705 -0.01558769173788874 -0.022648932102947595 -0.0092906880623740227 -0.0048760070167343673 0.016185493349099116
leaf_weight=0.0012404419211843017 0.0010291888729221004 0.0013404052151891541 0.0011633257220461943 0.0019142608834376634 0.001574526378703805 0.0016834340605402457 0.0012962079905683797 0.0014804785348754984 0.0016442180458426667
leaf_count=267 242 352 123 308 538 208 262 279 321
internal_value=-2.60726e-07 -0.00635067 0.00125405 4.60081e-05 -0.00170163 0.00102502 -0.00509491 0.00936079 0.004955
internal_weight=0.0143665 0.00236959 0.0119969 0.0108336 0.00959313 0.0080186 0.00462386 0.00339474 0.00294043
internal_count=2900 594 2306 2183 1916 1378 791 587 583
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=10
num_cat=0
split_feature=13 7 9 9 9 7 18 15 2
split_gain=1.18213e-05 2.04678e-05 2.65906e-05 2.24025e-05 3.51999e-05 3.5899e-05 5.01808e-05 3.84634e-05 1.82578e-05
threshold=95.99139754765001 21.725272673150005 187.70546222865002 216.18094582280003 207.37918994975004 23.124786352450005 13.713893333650001 28.566186095050004 108.54085696455002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 -7 -8 -4
right_child=1 2 3 -5 -6 6 7 -9 -10
leaf_value=-0.0083498740766128916 -0.0092409210443445463 0.013599829536455808 -0.00019450907844109481 0.013282485925120957 -0.016112133367153083 0.022944190914633154 0.011196168407763009 -0.010014729679138223 -0.01921711735865618
leaf_weight=0.001516308852305334 0.0016973772472045354 0.0018207330483985531 0.0010108494862031154 0.0011763701456636863 0.0013677987913999767 0.0013032122171535154 0.0016048941324111367 0.0018295042440169551 0.0010073802774071116
leaf_count=784 484 287 80 199 271 138 236 263 158
internal_value=-3.79131e-07 0.000987317 0.00254847 0.000384862 -0.00148282 0.00147906 0.00623686 -0.000102878 -0.00968946
internal_weight=0.0143344 0.0128181 0.0111207 0.00930001 0.00812364 0.00675584 0.00473761 0.0034344 0.00201823
internal_count=2900 2116 1632 1345 1146 875 637 499 238
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=10
num_cat=0
split_feature=16 21 21 21 19 10 10 8 22
split_gain=1.06415e-05 5.12224e-05 5.46491e-05 4.37217e-05 6.61579e-05 3.08777e-05 5.38024e-05 6.1103e-05 6.60055e-05
threshold=17.844958270700005 11.790993765850002 3.2821610579500002 12.103607123250002 13.451085274650001 66.697957758300021 62.55235532115001 8.543332867800002 -0.079074999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 8 -6
right_child=3 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=0.0019233927885624184 0.02517158045093993 0.012114778419056995 -0.023947277509760417 -0.013388967595921812 -0.0063022426524654345 -0.014336896071785439 0.019653946072180573 -0.019505484996156616 0.025563123450309529
leaf_weight=0.0016638393519138297 0.0013381323879455877 0.0013955102305107277 0.0016033662702862911 0.0015673934883125374 0.0016200567786953122 0.0011194863998894578 0.0015573161129074364 0.0013590327930456947 0.0010856625142423712
leaf_count=576 257 353 663 224 215 154 152 175 131
internal_value=-5.79906e-08 -0.00392255 -0.0107725 0.0018958 0.00486092 0.000829451 0.00384943 -0.00220571 0.00648365
internal_weight=0.0143098 0.00466272 0.00326721 0.00964708 0.00807969 0.00674155 0.00562207 0.00406475 0.00270572
internal_count=2900 1592 1239 1308 1084 827 673 521 346
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=10
num_cat=0
split_feature=6 14 2 23 9 12 16 15 9
split_gain=1.03059e-05 1.46955e-05 3.43595e-05 2.5841e-05 4.55082e-05 6.18078e-05 4.11043e-05 5.95475e-05 5.55365e-05
threshold=16.705390318750002 161.53444867420004 86.011634045550025 -0.15684499999999998 193.32717468205001 184.58092739055004 17.654958715000003 34.279674133750014 202.37225149245003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 -8 -9
right_child=-2 2 3 4 6 -7 7 8 -10
leaf_value=-0.009856727028812351 -0.0091225653833952123 0.018312458097067792 0.010936644342867254 -0.00098403875887674835 -0.011147025055527841 -0.03000257053387715 0.026279445323702161 0.012479020000144572 -0.014605357807592898
leaf_weight=0.0011794879266178769 0.0011393781434067751 0.0011453624143758891 0.0018273990036914286 0.001964695488119326 0.0015023062558885726 0.0011717509871187019 0.0012676684336198067 0.0017141890794003731 0.0013559295845879398
leaf_count=130 319 165 363 386 403 538 194 195 207
internal_value=4.29963e-07 0.000792166 0.00184329 9.73419e-05 -0.00210927 -0.0118251 0.00310867 0.00804585 0.000517102
internal_weight=0.0142682 0.0131288 0.0119493 0.0108039 0.00897654 0.00313645 0.00584009 0.00433779 0.00307012
internal_count=2900 2581 2451 2286 1923 924 999 596 402
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=12
num_cat=0
split_feature=22 7 22 2 12 7 9 16 18 12 0
split_gain=1.01482e-05 3.7054e-05 2.70571e-05 2.59307e-05 4.04599e-05 3.50395e-05 4.94248e-05 4.58391e-05 4.68863e-05 2.40771e-05 2.40229e-05
threshold=-0.0023999999999999998 23.789355599150003 -0.036264999999999999 229.52120806975003 209.21482242480002 22.124753953150002 204.09084027260005 18.054957779650003 13.512826932300003 310.47677677450002 86.001087134900004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 10 -5 -9
right_child=1 -3 -4 9 -6 6 -8 8 -10 -11 -12
leaf_value=-0.015327649775079139 -0.018591109511279891 0.0044607767557460747 0.016444717544311049 0.020760906294940609 -0.01883634598579426 0.025482789749438375 -0.014847661770607604 0.00084975329502288879 -0.015065119971605256 -0.00022237750451260178 0.021663667246297452
leaf_weight=0.001187696809877856 0.0012123024147140202 0.0016414446677778796 0.0010736552402747295 0.0010085511219692831 0.0013246394386458695 0.0011581042633442224 0.0011544269814032504 0.0011893886112045379 0.0010514857999097682 0.0011944832480755975 0.0010388599346313754
leaf_count=293 288 408 191 236 290 286 270 124 128 304 82
internal_value=2.4582e-07 -0.00533191 0.00133723 -0.000236381 -0.00285138 0.000271687 0.00358471 0.00837957 0.00234026 0.00938379 0.0105537
internal_weight=0.014235 0.00285375 0.0113813 0.0103076 0.0081046 0.00677996 0.00559227 0.00443784 0.00327973 0.00220303 0.00222825
internal_count=2900 696 2204 2013 1473 1183 890 620 334 540 206
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=12
num_cat=0
split_feature=16 0 7 13 6 0 21 22 19 16 23
split_gain=1.11236e-05 2.43609e-05 2.30544e-05 2.01961e-05 3.50202e-05 2.5213e-05 5.19855e-05 5.9309e-05 5.85829e-05 2.63297e-05 1.325e-05
threshold=22.704946905950003 85.716110573100011 22.689595575850003 98.238948544700023 12.595294287050001 94.047642319350018 4.7627705569500014 -0.057185 14.251149826300002 15.919962772200003 0.084365000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 -5 6 8 -8 -6 -7 -3
right_child=-2 2 3 4 5 9 7 -9 -10 -11 -12
leaf_value=-0.012499525306264065 0.0098655555458575916 0.018665068833048172 -0.011466181047008269 0.017997277566675556 0.0070450019919832338 0.00028369248513093336 0.022534568454475313 -0.0078432869325447095 -0.027006448935556926 -0.021909311473750137 0.0024750660525418074
leaf_weight=0.0015658980390342693 0.001057898168448341 0.0010011243260920769 0.001612537651907585 0.0010313984477136051 0.0010158693916073602 0.0010723152752269982 0.0017275075162435901 0.0010234650568855209 0.0010051546017242341 0.0010660243354345678 0.0010210805457086525
leaf_count=487 120 209 790 226 107 135 184 118 130 274 120
internal_value=7.4527e-07 -0.000793325 0.000790121 -0.00126294 0.000808786 -0.00175667 0.00228677 0.0112329 -0.00989046 -0.0107802 0.0104902
internal_weight=0.0142003 0.0131424 0.0115765 0.00955427 0.00794173 0.00691034 0.004772 0.00275097 0.00202102 0.00213834 0.0020222
internal_count=2900 2780 2293 1964 1174 948 539 302 237 409 329
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=11
num_cat=0
split_feature=16 20 19 14 8 23 16 21 16 21
split_gain=1.07861e-05 3.96468e-05 3.42981e-05 4.10684e-05 4.43967e-05 2.81288e-05 5.00929e-05 3.92044e-05 5.06098e-05 3.71423e-05
threshold=18.684956306450005 36.625813070500008 12.851036860900001 307.90126551520001 8.0437227585500022 1.0000000180025095e-35 20.719951547750004 5.7087410616000005 22.634947069650003 9.5752145037500025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3 -7 8 -8 -9
right_child=1 5 -4 -5 -6 6 7 9 -10 -11
leaf_value=-0.019772119049523574 0.020354120654240318 -0.014849342472318961 -0.016812935041678662 0.012850718051247548 0.0077093066589472709 0.021022066491833441 -0.02453797319196642 0.021240174124121467 0.0030070296947388602 -0.0030710842151845321
leaf_weight=0.0013024685722626611 0.0010569634298365225 0.0011332156635829524 0.0014250835307776794 0.0017414930345011816 0.0010714447102666801 0.0011629853690615088 0.0013015371490853185 0.0010598068862164856 0.0013682724083546594 0.0015439005798514641
leaf_count=664 128 181 473 532 157 161 149 122 154 179
internal_value=5.5953e-07 0.00221183 -0.00344245 0.00118748 -0.00736862 -0.000321381 0.00223642 -0.00190643 -0.0104212 0.00682451
internal_weight=0.0141672 0.00862668 0.00554049 0.00411541 0.00237391 0.00756972 0.0064365 0.00527352 0.00266981 0.00260371
internal_count=2900 1074 1826 1353 821 946 765 604 303 301
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=11
num_cat=0
split_feature=13 22 23 9 20 8 21 2 5 20
split_gain=9.3974e-06 1.53155e-05 1.98561e-05 2.8537e-05 3.58183e-05 3.83302e-05 3.11821e-05 4.20025e-05 5.30398e-05 2.31421e-05
threshold=95.870416931800023 0.15675000000000003 1.0000000180025095e-35 216.18094582280003 43.19689381845 8.543332867800002 8.8712712239000009 103.98563613345001 21.964328598750004 41.43512228960001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 6 7 -4 -9 -2
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.0076270656666724895 0.0031549092957536616 -0.0091594853449960753 0.025405923070935033 0.020078491347964786 0.016215402272680646 -0.014912825466289298 -0.0099160637774876777 -0.0094199222837560159 0.019109697289835959 -0.017314089535256327
leaf_weight=0.0014496164249651897 0.0011825028287964804 0.0013588361654802835 0.001000236022671251 0.0010003457859540923 0.0014844227649279396 0.0015195107999853271 0.0013400320238410868 0.0017045932334476821 0.0010549279744982987 0.001036485415551
leaf_count=773 233 207 138 166 255 200 221 253 153 301
internal_value=3.0926e-07 0.000872164 0.00207602 0.00414343 0.00217636 -0.000971992 0.00318176 0.00785001 0.00148657 -0.00640612
internal_weight=0.0141315 0.0126819 0.0113231 0.00910407 0.00810372 0.0066193 0.00509979 0.00375976 0.00275952 0.00221899
internal_count=2900 2127 1920 1386 1220 965 765 544 406 534
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=11
num_cat=0
split_feature=23 6 22 22 23 22 23 2 15 15
split_gain=9.29427e-06 4.17668e-05 3.27895e-05 4.6941e-05 4.09166e-05 3.01331e-05 3.45239e-05 6.51061e-05 3.92729e-05 2.29326e-05
threshold=0.099010000000000029 15.785368822600002 -0.016334999999999999 -0.062629999999999991 0.083795000000000022 -0.082314999999999985 0.083185000000000023 167.29597799085005 37.434800281900003 29.049007317550004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 6 7 -1 9 -8
right_child=1 -3 4 -5 -6 -7 8 -9 -10 -11
leaf_value=-0.026097113187858637 -0.0094265433492534065 0.013785670775129016 0.00032092232577171187 0.019725603699927083 -0.026696249835962901 -0.016910573983729502 0.0094212343964444056 0.0048533578735629303 0.023080998317409628 -0.010699825580717175
leaf_weight=0.0011006901781159552 0.001274669486413413 0.0019781699131932225 0.0012159356400094951 0.0012035896130368736 0.0010400131587110996 0.0010914189529145826 0.0012534001406562293 0.0017767749126431105 0.0011351733669953679 0.0010334946802462164
leaf_count=301 287 234 338 177 285 184 316 513 117 148
internal_value=1.08054e-06 0.00468965 -0.00140449 0.00141192 -0.0121342 -0.0015704 0.00108735 -0.00698584 0.00787573 0.000328115
internal_weight=0.0141033 0.00325284 0.0108505 0.00859454 0.00225595 0.00739095 0.00629953 0.00287747 0.00342207 0.00228689
internal_count=2900 521 2379 1756 623 1579 1395 814 581 464
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=11
num_cat=0
split_feature=7 18 23 9 8 3 15 10 7 8
split_gain=9.12016e-06 2.42611e-05 2.74436e-05 2.08176e-05 3.96178e-05 3.133e-05 5.08128e-05 5.44773e-05 3.96853e-05 3.45247e-05
threshold=20.778835947700006 12.949570119650001 0.11308000000000003 188.53841931785004 6.3450483872000012 81.430708313150021 28.566186095050004 66.697957758300021 23.102607264700001 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7 8 -8 -10
right_child=1 2 -4 5 -6 6 7 -9 9 -11
leaf_value=0.0079046985783087966 -0.01524234513244375 -0.0025895863813682448 0.015547118396851526 -0.018505525035946213 0.022253433922298557 0.015818921771405498 -0.014340841478324477 -0.024346728197018441 0.020581176972528266 -0.0024782564493817704
leaf_weight=0.0013225134603596965 0.0010685588814166895 0.001782244955287989 0.0010981078734240328 0.0012096745509380452 0.0010032768737164022 0.0014117842788975987 0.0012962954211298977 0.0011912833114218757 0.0010995897211739658 0.0015854497115426192
leaf_count=396 137 752 193 416 123 164 157 247 131 184
internal_value=3.79734e-07 -0.000819748 0.00049998 -0.00106184 0.00635826 -0.0037137 -0.000996174 -0.00558559 2.80641e-05 0.00696515
internal_weight=0.0140688 0.0127463 0.0116777 0.0105796 0.00278552 0.00779408 0.0065844 0.00517262 0.00398133 0.00268504
internal_count=2900 2504 2367 2174 875 1299 883 719 472 315
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=10
num_cat=0
split_feature=18 16 18 6 16 20 5 22 17
split_gain=8.6061e-06 1.95752e-05 1.82269e-05 5.19242e-05 4.60801e-05 2.55501e-05 3.43469e-05 4.1483e-05 5.92479e-05
threshold=17.248993197150003 14.184966829400002 15.269763541350001 14.755344756250002 19.274954926800003 37.858673296900008 21.125470787600005 -0.098345000000000002 189.46592532740002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8 -9
right_child=-2 2 -4 4 5 6 7 8 -10
leaf_value=-0.012764678318192691 0.0081107074877116454 -0.017403424745819893 0.010316577465723365 0.021336714193482924 0.012667048418642926 -0.016701962267111195 -0.01369646516902836 0.024074502478372589 -0.0037026676754389996
leaf_weight=0.0012275794148851786 0.0011967920338597981 0.0016316485270798401 0.0016304682303472954 0.0010837139537108065 0.0011847514324205832 0.0014689786211079525 0.0013750584514387637 0.0012517659699628112 0.0019864728163226097
leaf_count=457 495 427 344 308 119 175 173 151 251
internal_value=2.90688e-07 -0.00075564 0.000513819 -0.00108731 0.00210069 -0.00076793 -0.0033849 0.00085556 0.00703481
internal_weight=0.0140372 0.0128404 0.0116129 0.00998239 0.00835074 0.00726703 0.00608228 0.0046133 0.00323824
internal_count=2900 2405 1948 1604 1177 869 750 575 402
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=10
num_cat=0
split_feature=5 16 21 21 10 7 9 16 23
split_gain=8.83339e-06 4.22706e-05 4.61518e-05 4.81074e-05 3.93051e-05 2.97851e-05 2.19832e-05 6.20426e-05 5.06556e-05
threshold=20.766972852450003 20.784951395750003 2.3083050893000006 5.7087410616000005 62.041548276350007 22.689595575850003 196.26893085885004 17.844958270700005 0.075065000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1 8 -8 -7
right_child=1 2 3 4 -6 6 7 -9 -10
leaf_value=0.017656711035872946 -0.018478948476362268 0.017495899676902654 -0.019766321430896145 0.014078944703278574 -0.010732443296413364 0.0096811562665764395 -0.008589583071236603 0.016800022260256574 -0.01950777334196379
leaf_weight=0.001087666989597137 0.0013449107709371426 0.0013291158305376027 0.0013034038702155197 0.0015313182793908692 0.0010950652133835284 0.001002127120121997 0.0018728453770581301 0.0019799276534583354 0.0014618691148932355
leaf_count=212 484 138 174 188 127 250 485 305 537
internal_value=6.48757e-07 -0.00265836 0.00138759 -0.00406049 0.00373389 0.00237215 -0.000259657 0.00445805 -0.0076364
internal_weight=0.0140083 0.00660381 0.0052589 0.00392979 0.00262638 0.00740444 0.00631677 0.00385277 0.002464
internal_count=2900 1111 627 489 315 1789 1577 790 787
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=10
num_cat=0
split_feature=7 18 23 9 23 16 16 5 0
split_gain=9.13521e-06 2.41691e-05 2.24669e-05 1.81462e-05 3.56352e-05 2.51149e-05 4.82002e-05 4.31221e-05 4.73055e-05
threshold=20.778835947700006 12.949570119650001 0.11308000000000003 188.53841931785004 0.075065000000000021 17.844958270700005 18.984955604900005 21.197160116700001 86.530713386650021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7 -8 -9
right_child=1 2 -4 5 -6 6 7 8 -10
leaf_value=0.0079339835406239314 -0.015245528143611277 0.020197008946223404 0.014174745069488716 -0.013327664530598686 -0.003056285902381974 0.019315340267435109 -0.016568566722253736 -0.0086093966089650746 0.016720937220885912
leaf_weight=0.0013148355856481631 0.0010643195472410877 0.0010818832333512878 0.0010886812166050848 0.0019176058119802037 0.0016861982438637847 0.0010455220728621262 0.0018072250393406097 0.0016053606299908582 0.0013634507254707273
leaf_count=396 137 311 193 507 564 198 224 228 142
internal_value=4.37709e-07 -0.000823504 0.000500206 -0.000916647 0.00603208 -0.00340201 -0.000132529 -0.00438986 0.00302376
internal_weight=0.0139751 0.0126602 0.0115959 0.0105072 0.00276808 0.00773916 0.00582156 0.00477604 0.00296881
internal_count=2900 2504 2367 2174 875 1299 792 594 370
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=11
num_cat=0
split_feature=13 19 8 9 0 15 10 9 8 16
split_gain=1.04229e-05 1.66429e-05 1.61361e-05 3.70094e-05 2.27585e-05 3.10749e-05 4.95789e-05 3.97385e-05 3.80131e-05 5.36844e-05
threshold=92.138837046750012 11.850956171350001 4.9461400813500012 186.67271206880002 97.835679825150024 28.566186095050004 66.697957758300021 205.70977008025002 8.543332867800002 22.584947186600004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 9 -7
right_child=1 2 3 4 -6 6 -8 -9 -10 -11
leaf_value=-0.0095937426391068947 0.012087570611517036 -0.010941346565471934 0.016889748283547081 0.014485090542299656 -0.014775321770581532 0.019809601140307543 -0.020121096103100661 0.016441455553718461 -0.016864646833578287 -0.0085366768434827107
leaf_weight=0.0010472623587931542 0.001182255961065813 0.0012836298588169122 0.0012768304035062151 0.0013364775580913535 0.0011000742223200655 0.0011751758816146707 0.0012566123828258724 0.0013995174173261904 0.0013428053047946815 0.0015484777534015004
leaf_count=592 279 533 127 172 272 113 264 189 154 205
internal_value=7.0604e-07 0.000779501 -0.00036124 0.000940119 -0.00128334 0.000558335 -0.00221036 0.00190727 -0.00309484 0.0036939
internal_weight=0.0139491 0.0129019 0.0117196 0.010436 0.00915914 0.00805907 0.00672259 0.00546598 0.00406646 0.00272365
internal_count=2900 2308 2029 1496 1369 1097 925 661 472 318
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=12
num_cat=0
split_feature=5 16 21 21 10 7 23 23 17 0 23
split_gain=9.41866e-06 3.59827e-05 3.82649e-05 5.04605e-05 3.50812e-05 2.38626e-05 2.07286e-05 2.57498e-05 5.83243e-05 5.07628e-05 3.69753e-05
threshold=20.766972852450003 20.784951395750003 2.6263314141000005 5.7087410616000005 62.041548276350007 22.689595575850003 0.10236000000000002 0.091975000000000015 189.37128582595003 94.964406541850011 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1 7 8 -7 -10 -11
right_child=1 2 3 4 -6 6 -8 -9 9 10 -12
leaf_value=0.01616890108757171 -0.017385565255514566 0.014537481940092592 -0.02213295087388191 0.01301303071825353 -0.010505069392006218 -0.019992862236828779 0.013116475806216507 -0.016701914541746844 -0.010559888660227381 0.0040626157732795362 0.030178100586381346
leaf_weight=0.0010825081075331736 0.0013380012331341293 0.0014907943668704404 0.001123554368066465 0.001522300952598761 0.0010872752856292871 0.0010085456641166389 0.0010227600210978632 0.0010205807891218955 0.0010446916532800138 0.0011613797937254956 0.0010167954227815329
leaf_count=212 484 158 154 188 127 348 223 265 179 340 222
internal_value=7.71191e-07 -0.00275365 0.000994017 -0.00441445 0.00321426 0.00245743 9.19568e-05 -0.00244441 0.000994385 0.00756201 0.0162536
internal_weight=0.0139192 0.00656193 0.00522392 0.00373313 0.00260958 0.00735726 0.00627475 0.00525199 0.00423141 0.00322287 0.00217818
internal_count=2900 1111 627 469 315 1789 1577 1354 1089 741 562
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=12
num_cat=0
split_feature=6 3 3 16 7 4 20 16 4 20 20
split_gain=1.0064e-05 2.17612e-05 3.12677e-05 2.56195e-05 2.10719e-05 3.79791e-05 4.48876e-05 3.77692e-05 3.33292e-05 6.23171e-05 1.57904e-05
threshold=16.705390318750002 94.187442142150019 93.58791597905001 22.624947093000003 24.176224535650004 327.25961048935005 41.840895355800008 17.204959767300004 301.91036987065007 39.995120105550008 42.102795028150005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -6 9 -1 -11
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=0.016529370155320269 -0.0091732982604253426 0.014501603536437681 -0.014281360978957103 0.016506292579197848 -0.019925468580424769 -0.019270838818206817 0.017450690716262599 0.0049550820735685059 0.020840504943568556 -0.019967506238431805 -0.0023233599279073457
leaf_weight=0.0013764852735061199 0.0011008863648951208 0.0010615130983286048 0.0014345081991225033 0.0010217222171977633 0.0011642003093711465 0.0013103862512613249 0.0010980673482397034 0.0012819602442171729 0.0010036577005544875 0.0010019623422191648 0.0010272043533794961
leaf_count=158 319 194 217 122 419 465 290 202 181 110 223
internal_value=9.85817e-07 0.000791168 -0.000450608 0.00147833 -0.000179116 -0.00472442 0.000653743 -0.00688631 0.00482523 0.000105466 -0.0110357
internal_weight=0.0138826 0.0127817 0.0117202 0.0102856 0.00926392 0.00485461 0.00354423 0.00244616 0.00440931 0.00340565 0.00202917
internal_count=2900 2581 2387 2170 2048 1376 911 621 672 491 333
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=12
num_cat=0
split_feature=18 16 16 16 20 19 6 3 5 20 7
split_gain=9.01273e-06 1.79101e-05 2.03757e-05 5.51455e-05 2.84022e-05 2.86786e-05 5.45386e-05 5.8022e-05 3.32276e-05 4.77379e-05 1.58886e-05
threshold=17.248993197150003 14.184966829400002 15.919962772200003 18.594956516900002 36.625813070500008 13.551093343600002 15.785368822600002 92.359290613450014 24.122564000050001 42.178283198950005 22.765858321950002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 9 10 -9
right_child=-2 2 3 4 5 6 7 8 -10 -11 -12
leaf_value=-0.012354068621100485 0.0083547798351988108 0.011015253266179649 -0.021361627819627638 0.017173423787563102 0.014796305797182531 -0.023459695273794861 0.021264036634357344 0.01732510030421552 -0.020135288990485334 -0.015551785444897145 0.00031637286995061755
leaf_weight=0.0012090045109732972 0.0011812806717404938 0.0015728005109510836 0.0011969709983416935 0.0010242228665893202 0.00105002113970043 0.0010879266958613298 0.0011284057262805902 0.0011628435738355596 0.0010040771291566588 0.0011917467555918881 0.0010407758389848476
leaf_count=457 495 289 548 128 148 142 122 97 223 143 108
internal_value=8.03112e-07 -0.000778149 0.000443106 -0.00123869 0.00153306 -0.000556635 -0.00299337 0.00103457 -0.00415405 0.000571916 0.00929183
internal_weight=0.0138501 0.0126688 0.0114598 0.00988699 0.00869002 0.0076658 0.00661578 0.00552785 0.00439944 0.00339537 0.00220362
internal_count=2900 2405 1948 1659 1111 983 835 693 571 348 205
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=12
num_cat=0
split_feature=20 20 6 3 0 6 16 16 4 23 18
split_gain=1.00104e-05 2.14457e-05 3.07431e-05 4.86051e-05 6.96197e-05 7.77171e-05 4.91529e-05 5.04057e-05 4.95007e-05 4.33429e-05 2.43489e-05
threshold=37.020641110850008 38.592454371550012 16.505385645700006 93.770731131900007 86.530713386650021 16.245379570700006 19.134955254150004 17.844958270700005 280.33545882855009 0.074640000000000026 13.030213775350001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -6 -10 -4
right_child=1 2 10 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0072409042488340188 0.014586069221758974 -0.024058255219554604 -0.00076163844058582751 0.021782871726046194 -0.016288280409359413 0.027846636583013219 -0.02125611446836094 0.022548574224700493 0.022069531689764402 -0.0070993975400977898 -0.021859603075733328
leaf_weight=0.0016773268825224308 0.0010604928976933664 0.0010794465385434507 0.0011373924349271257 0.0011208635924839167 0.0015198995500739837 0.0010820647489602209 0.0010220434546138191 0.0010239145396014337 0.0010239024645368189 0.0010138300691082333 0.0010538482769884838
leaf_count=468 240 134 267 176 431 102 148 193 192 397 152
internal_value=2.90947e-07 0.00100096 -0.000299628 0.00231646 -0.000493449 0.00331126 -0.00142658 0.00299696 -0.00263014 0.00755716 -0.0109084
internal_weight=0.013815 0.0121377 0.0110772 0.00888596 0.0077651 0.00668565 0.00560359 0.00458155 0.00355763 0.00203773 0.00219124
internal_count=2900 2432 2192 1773 1597 1463 1361 1213 1020 589 419
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=11
num_cat=0
split_feature=13 10 6 19 13 20 20 22 3 18
split_gain=9.63063e-06 1.60225e-05 2.46068e-05 2.15392e-05 2.7253e-05 2.45088e-05 2.19379e-05 4.06908e-05 3.98496e-05 2.77155e-05
threshold=92.138837046750012 78.220689305400015 13.665319288000001 12.851036860900001 109.57886493895002 37.858673296900008 40.166811829450005 -0.058529999999999992 93.883646373400012 13.3584252364
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 8 9 -8
right_child=1 -3 3 4 5 6 7 -9 -10 -11
leaf_value=-0.0092673868491914922 -0.013638802321848784 0.010598766036466594 0.013678492866420059 -0.015451988561600181 0.014110759348447147 -0.012486749740412589 0.027020737653905731 -0.011915417509907605 -0.0080925142623820123 0.0057123594641016401
leaf_weight=0.0010367250305936956 0.00126929016161935 0.0014636016601294799 0.0012052918026522813 0.0010802838892926183 0.0012856944881400878 0.0013235219380611785 0.0010548807507942846 0.0014946589755675992 0.0011072422754956901 0.0014487175321757917
leaf_count=592 388 371 274 268 150 147 98 240 205 167
internal_value=8.79677e-07 0.000755494 -0.00052287 0.00114187 -0.00057618 0.00150686 -0.0010137 0.00196051 0.00770427 0.0146906
internal_weight=0.0137699 0.0127332 0.0112696 0.0100003 0.008795 0.00771472 0.00642902 0.0051055 0.00361084 0.0025036
internal_count=2900 2308 1937 1549 1275 1007 857 710 470 265
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=10
num_cat=0
split_feature=20 21 15 22 15 21 9 3 23
split_gain=9.88803e-06 2.06006e-05 4.65912e-05 4.46648e-05 2.80718e-05 5.44868e-05 4.0728e-05 7.45972e-05 4.33898e-05
threshold=37.020641110850008 3.5085246469500002 22.654569872000003 -0.087910000000000002 23.707353846250005 11.904919354350001 205.20707599510004 93.770731131900007 0.088565000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 7 8 -6
right_child=1 4 3 -5 6 -7 -8 -9 -10
leaf_value=-0.0071986515603133967 0.024491509307033432 -0.02583556276201017 0.014784859718292949 -0.010795466000106987 0.0014979411886482444 0.0044388679355711431 0.017607338361810925 0.015667678159039685 -0.022559310199298226
leaf_weight=0.0016749857629291482 0.0010937894969628584 0.0012126800334664456 0.0011922364163493016 0.0015967522935507461 0.0013761393885350914 0.0011661612211740389 0.0012858058191572985 0.0015002725881898696 0.0016469778900612408
leaf_count=468 271 506 174 250 238 279 252 245 217
internal_value=1.34887e-06 0.00100044 0.00699961 0.000139607 -0.00184437 -0.0109944 0.00190252 -0.00256169 -0.0116083
internal_weight=0.0137458 0.0120708 0.00388278 0.00278899 0.00818804 0.00237884 0.0058092 0.00452339 0.00302312
internal_count=2900 2432 695 424 1737 785 952 700 455
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=11
num_cat=0
split_feature=13 19 15 20 17 7 17 20 20 6
split_gain=8.16465e-06 1.87603e-05 2.3315e-05 1.7782e-05 2.37879e-05 4.41966e-05 4.14402e-05 6.47486e-05 6.26555e-05 5.89608e-05
threshold=95.870416931800023 11.950964240300001 22.129384464550004 36.625813070500008 182.28951942140003 22.535351262400003 189.15434684240003 39.788107623550012 41.21013581150001 16.405383309150004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10
right_child=1 2 3 4 5 6 7 8 9 -11
leaf_value=-0.0071952598714010683 0.013793156737444698 -0.014860586855314044 0.012534064395199314 0.011929733614844335 -0.021434038072665997 0.018684292911075439 -0.021787942017447322 0.021480577006003063 0.0060804187963047667 -0.0231302052996562
leaf_weight=0.0014140597632639465 0.0010232403378319941 0.0010080597981353247 0.0011966906267891217 0.0013280536963813311 0.0010689484421187896 0.0010519338571787695 0.0013764805974478822 0.0012975676695967664 0.0018395334320523427 0.0011067449532348728
leaf_count=773 201 241 200 267 163 182 210 168 325 170
internal_value=8.77238e-07 0.00082836 -0.000348337 0.00107669 -0.000435118 -0.00255639 0.000467961 -0.00294152 0.00317127 -0.00489231
internal_weight=0.0137113 0.0122973 0.011274 0.010266 0.00906926 0.00774121 0.00667226 0.00562033 0.00424385 0.00294628
internal_count=2900 2127 1926 1685 1485 1218 1055 873 663 495
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=10
num_cat=0
split_feature=20 20 2 18 18 15 6 20 5
split_gain=9.46006e-06 2.03354e-05 3.13189e-05 2.73215e-05 4.45027e-05 4.73998e-05 3.96977e-05 4.45524e-05 2.47309e-05
threshold=37.020641110850008 38.592454371550012 92.716362671650018 13.042786209850002 14.339258036900002 37.434800281900003 13.200308423050002 44.710446918150005 22.553892743650003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -6 -7
right_child=1 2 3 4 6 8 -8 -9 -10
leaf_value=-0.0070535905524549873 0.014264765245604988 -0.011665062371446898 0.015097270608201541 -0.02460823811788956 -0.014284449720958712 0.011928967866312326 0.019550285460069657 0.014069570885921269 -0.0080985749035438481
leaf_weight=0.0016692122369625301 0.0010514797352928649 0.0019836370517180056 0.0013919825721889914 0.0011661980532477662 0.0011956629657401182 0.0010063620794512063 0.0015874307991370906 0.0010329003479047161 0.0015918843824268935
leaf_count=468 240 268 310 256 450 100 278 287 243
internal_value=2.66773e-07 0.00098085 -0.00029404 0.00221988 -0.000144769 -0.00785912 0.00746537 -0.00114285 -0.000341436
internal_weight=0.0136768 0.0120075 0.0109561 0.00897242 0.00758044 0.00376444 0.00381599 0.00222856 0.00259825
internal_count=2900 2432 2192 1924 1614 599 1015 737 343
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=11
num_cat=0
split_feature=7 7 14 23 23 8 7 21 2 21
split_gain=9.82048e-06 5.8421e-05 3.21506e-05 3.07288e-05 0.000107441 3.06452e-05 2.96477e-05 3.14031e-05 3.07031e-05 2.52593e-05
threshold=24.176224535650004 23.789355599150003 168.39662374755002 -0.17732499999999998 0.085590000000000013 8.543332867800002 25.396105459650006 4.6354459407500004 175.40496222385005 6.7785388507500013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 9 7 -2 -8 -6
right_child=6 -3 3 4 5 -7 8 -9 -10 -11
leaf_value=0.011652392689026006 -0.0016589796889780279 0.022478587488622661 0.0094210741627227812 -0.032462915860951277 0.017733141033401154 -0.013147232898805023 0.016837985937552532 -0.024914794135260904 -0.0047974523556366944 -0.0035646189156022128
leaf_weight=0.0015219716425837306 0.0013495148451979702 0.0012055657423139798 0.0012196135776262581 0.0013231822916257453 0.001201206967662064 0.0010066012285012424 0.0010704013395379476 0.001019139142384079 0.001693924423068106 0.0010381433293542019
leaf_count=176 245 154 271 384 169 143 352 250 583 173
internal_value=1.99908e-07 0.00208263 -0.00128074 -0.0046811 -0.00844532 0.00134523 -0.00345483 -0.011665 0.00358022 0.00785968
internal_weight=0.0136493 0.00851628 0.00731072 0.00578875 0.00456913 0.00324595 0.00513298 0.00236865 0.00276433 0.00223935
internal_count=2900 1470 1316 1140 869 485 1430 495 935 342
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=11
num_cat=0
split_feature=23 23 17 21 2 17 16 10 22 16
split_gain=1.05969e-05 3.23148e-05 2.02966e-05 2.74376e-05 4.3364e-05 2.91792e-05 9.27035e-05 3.80692e-05 3.54716e-05 3.24864e-05
threshold=-0.23958499999999999 -0.10585499999999999 180.19381692845005 1.8061804516000002 128.59294673040003 193.01551328760004 22.604947139800004 71.090898343450007 -0.093604999999999994 19.044955464600005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -5 -7 -10
right_child=1 2 3 5 -6 8 -8 -9 9 -11
leaf_value=-0.0085932638623091376 0.017310977707291054 -0.012924350636372643 -0.023171255608721353 0.038183709238532149 0.0042041656124342033 -0.01519032787801527 -0.0080884032321786297 0.010753860561064739 0.018571884993553441 -0.0039476428365445519
leaf_weight=0.0012984628446951812 0.0010939355015880435 0.0012106065486693638 0.0010979263299029625 0.0010047612706949121 0.0012234126329055146 0.0013750571751972931 0.0015565467186015158 0.0010192340568731749 0.00102527178468418 0.00170735588642415
leaf_count=360 238 428 165 129 305 341 199 220 276 239
internal_value=-1.04917e-06 0.000904958 -0.000694583 0.000784546 -0.00874362 0.00366142 0.01026 0.0243707 -0.00209032 0.0045016
internal_weight=0.0136126 0.0123141 0.0112202 0.0100096 0.00232134 0.00768823 0.00358054 0.002024 0.00410768 0.00273263
internal_count=2900 2540 2302 1874 470 1404 548 349 856 515
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=10
num_cat=0
split_feature=16 19 17 21 23 23 16 5 22
split_gain=9.576e-06 3.43655e-05 3.34083e-05 3.12527e-05 2.95196e-05 3.66785e-05 6.92328e-05 3.62685e-05 2.23906e-05
threshold=18.684956306450005 12.851036860900001 189.90635174060003 0.48873335625000008 0.048965000000000009 0.10236000000000002 22.494947397000004 21.850554661550003 -0.15818499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 -2 -5 6 -6 -8 -1
right_child=3 -3 -4 4 5 -7 7 -9 -10
leaf_value=0.002977754213838656 0.016262274565350173 -0.016995531855369374 0.010727437167843201 -0.015082427143909916 0.027400739435398731 -0.010656618581001712 -0.015173720594859339 0.0075973216504276291 -0.018115558128323259
leaf_weight=0.001000425806167366 0.0013161231635292489 0.0013639117603515653 0.0019521471008151969 0.001162790195097449 0.001213355026796703 0.0015702282747961692 0.0011178914449361255 0.0018687045575511568 0.0010126084086431509
leaf_count=283 162 473 590 186 170 200 120 236 480
internal_value=7.15956e-07 -0.00330334 0.00140639 0.00213521 -0.000546609 0.00238261 0.00725756 -0.000925945 -0.00763273
internal_weight=0.0135782 0.00532909 0.00396518 0.00824909 0.00693297 0.00577018 0.00419995 0.0029866 0.00201303
internal_count=2900 1826 1353 1074 912 726 526 356 763
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=11
num_cat=0
split_feature=7 7 22 18 6 19 17 6 6 13
split_gain=1.00979e-05 4.61868e-05 3.18888e-05 4.19047e-05 4.08445e-05 6.41775e-05 4.19595e-05 2.44813e-05 5.64427e-05 5.22896e-05
threshold=24.176224535650004 23.789355599150003 -0.0023999999999999998 13.668531103750002 16.375382608200002 14.351157895250003 190.02287710315002 13.775321858200002 14.815346158200002 98.238948544700023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 9 -9 -2
right_child=7 -3 -4 -5 5 6 -8 8 -10 -11
leaf_value=-0.017035951679116156 -0.011467927083235593 0.020350475109865172 -0.016098751443714431 0.018353987485962047 -0.012695630205493552 0.029366380118804592 0.00085690975514971174 -0.027503887662855792 0.0034412669301031418 0.016231508181469893
leaf_weight=0.0013413957650730522 0.0013101251189376372 0.001193634567112703 0.0011568289796715829 0.0012478385148407458 0.00144395691218858 0.0010092235346792909 0.0010568354430429139 0.0011019029408492198 0.0012673127227423864 0.0014203745579900451
leaf_count=230 714 154 288 245 321 106 126 238 176 302
internal_value=1.05152e-06 0.00212188 -0.000876745 0.00201037 -0.00219339 0.00347888 0.0147831 -0.00351295 -0.0109511 0.002941
internal_weight=0.0135494 0.00844971 0.00725608 0.00609925 0.00485141 0.00351002 0.00206606 0.00509972 0.00236922 0.0027305
internal_count=2900 1470 1316 1028 783 553 232 1430 414 1016
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=11
num_cat=0
split_feature=6 3 3 16 17 0 17 22 7 7
split_gain=9.43148e-06 1.7272e-05 2.67674e-05 2.78642e-05 2.40825e-05 3.28585e-05 2.18105e-05 3.05316e-05 3.62456e-05 4.40371e-05
threshold=16.705390318750002 94.187442142150019 93.58791597905001 22.624947093000003 201.78545703200004 96.249489528150022 198.29010168345002 -0.15818499999999999 24.437987282900004 23.425421956250002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 9 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11
leaf_value=0.011706744758647651 -0.0090133910352913661 0.013134480496605309 -0.013358471466170769 0.017223071222186647 -0.021728593101627489 0.0016458345972097188 0.016073334015207375 -0.0094473385284618312 -0.019533520748625535 0.016123428393642714
leaf_weight=0.0016536603823119941 0.0010687744854043788 0.0010365965930566228 0.001388688930495951 0.0010080739353623977 0.0010880590363444573 0.0013446073832658432 0.001046689664706401 0.0015438410835341234 0.0011368115900092361 0.0011946483586935206
leaf_count=342 319 194 217 122 182 470 186 239 441 188
internal_value=1.31233e-06 0.0007757 -0.000347577 0.00145627 -0.000308106 -0.00880885 0.00283675 0.000330927 -0.00452334 0.00170774
internal_weight=0.0135105 0.0124417 0.0114051 0.0100164 0.00900832 0.00243267 0.00657565 0.00552896 0.0038753 0.00273849
internal_count=2900 2581 2387 2170 2048 652 1396 1210 868 427
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=11
num_cat=0
split_feature=22 22 13 20 22 22 22 4 22 6
split_gain=9.9162e-06 3.36984e-05 3.12405e-05 3.35354e-05 3.57425e-05 5.2292e-05 3.02854e-05 5.4343e-05 4.24561e-05 3.85842e-05
threshold=-0.23557500000000001 -0.15818499999999999 98.238948544700023 41.621607100200002 -0.058529999999999992 -0.088099999999999998 -0.063985 256.08338064055005 -0.090694999999999998 14.980350013450002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 8 9 -4 -8
right_child=1 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0066896941333773581 0.016441173358109754 -0.016290350170251693 0.009445058807480507 -0.01519245605481446 -0.021757001694411152 0.014166783387933103 0.016265852444961395 0.030252327503517803 -0.01689556338226866 -0.011056971540245217
leaf_weight=0.0019026129024511925 0.0012743100170516811 0.0011554832502329001 0.0013641391611072251 0.0011591683049007573 0.0010702863623780422 0.0012727826506827855 0.0010494830487519655 0.001108419574976538 0.0011096766822452087 0.0010183534847177309
leaf_count=519 266 593 204 252 313 164 118 162 181 128
internal_value=9.85704e-07 0.00110008 -0.000796481 0.00115963 -0.00652885 0.000172957 0.00592539 0.0123866 -0.00237052 0.0028101
internal_weight=0.0134847 0.0115821 0.0103078 0.00915231 0.00350224 0.00243195 0.00565007 0.00317626 0.00247382 0.00206784
internal_count=2900 2381 2115 1522 729 416 793 408 385 246
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=10
num_cat=0
split_feature=20 21 7 0 17 23 14 12 9
split_gain=9.44891e-06 1.66467e-05 4.11415e-05 7.95078e-05 2.59019e-05 3.94284e-05 6.03989e-05 4.45286e-05 9.08615e-06
threshold=37.020641110850008 3.5085246469500002 24.758300720050006 89.219171517050015 184.84480138465003 0.088565000000000019 315.57679249195007 216.11788648010003 194.81758439455004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 8 -7 -6
right_child=1 4 -4 -5 5 7 -8 -9 -10
leaf_value=-0.007114969226198988 -0.0013406301804147836 -0.011752455857883126 -0.01003548044029765 0.033452494582543353 0.026276730033931446 -0.015802418046348958 -0.0095759301335573543 0.0098766162764311882 0.012982409707012005
leaf_weight=0.0016384494503607306 0.0015898188159622646 0.0019112247692246748 0.0010818629584421263 0.0011191099769542953 0.0010033641008940497 0.0019087571578925606 0.0010984710744124659 0.0010449607532799082 0.001054295911925518
leaf_count=468 232 563 311 152 204 303 295 202 170
internal_value=1.54564e-06 0.000988693 0.00644948 0.0130331 -0.0015921 0.00158617 0.00935752 -0.00671774 0.019465
internal_weight=0.0134503 0.0118119 0.00379079 0.00270893 0.00802107 0.00610985 0.00315613 0.00295372 0.00205766
internal_count=2900 2432 695 384 1737 1174 669 505 374
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=11
num_cat=0
split_feature=23 23 21 21 5 6 0 18 23 9
split_gain=9.15339e-06 2.91984e-05 1.95917e-05 3.35929e-05 6.89547e-05 5.21804e-05 7.71496e-05 4.7959e-05 5.39989e-05 3.08907e-05
threshold=-0.23958499999999999 -0.10585499999999999 1.8061804516000002 6.7785388507500013 16.222050829800004 14.855347092800002 86.530713386650021 13.303774303900001 0.088395000000000015 196.16158123080001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 4 -4 -5 -7 -6 -9 -3
right_child=1 2 3 5 7 6 -8 8 -10 -11
leaf_value=-0.0080306586665225034 0.016564718616752658 -0.021504321893274309 0.029584561781104718 -0.020671008880798702 0.016165268714127469 -0.011538674202713454 0.023379179266904599 0.0072476048312754317 -0.025326750787421255 0.00031501748939162045
leaf_weight=0.0012826356340439786 0.0010776707145427793 0.0010476995445933808 0.0010898299043733718 0.001373760488597958 0.0012248277419759099 0.0014739833233625823 0.0011087153362718816 0.0010280380386831064 0.0010077668375562121 0.0017044067929350391
leaf_count=360 238 311 301 548 165 243 118 162 148 306
internal_value=3.20005e-06 0.000852238 -0.000678899 0.00174375 0.00780817 -0.0049246 0.00345106 0.000529659 -0.0088774 -0.00799139
internal_weight=0.0134193 0.0121367 0.011059 0.00830692 0.00435046 0.00395646 0.0025827 0.00326063 0.0020358 0.00275211
internal_count=2900 2540 2302 1685 776 909 361 475 310 617
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=10
num_cat=0
split_feature=16 21 10 12 21 23 19 9 4
split_gain=8.81198e-06 3.12527e-05 5.83308e-05 3.96254e-05 2.77967e-05 2.80429e-05 3.02996e-05 3.60737e-05 5.38662e-05
threshold=18.684956306450005 11.491326747450001 74.986474174450009 207.71672397260002 0.48873335625000008 0.048965000000000009 14.251149826300002 196.26893085885004 277.00048312305006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6 -7 -8 -9
right_child=4 -3 3 -5 5 6 7 8 -10
leaf_value=-0.026351642445168463 0.015451225113560655 0.0089368888249542009 -0.010115025112296156 0.015225209348383209 -0.014761736500941187 0.014677203567299285 0.0081666667508894907 -0.026490258909473319 0.004228057582814468
leaf_weight=0.0011924943839860891 0.001302538898178442 0.001511259923342903 0.001478306605109018 0.0010592722360547287 0.0011457518933523994 0.0014828832812266825 0.0019184529561838419 0.0010915813902745708 0.0011966372407006408
leaf_count=513 162 408 530 375 186 205 230 138 153
internal_value=3.28622e-06 -0.00319455 -0.00810967 0.000462856 0.00206291 -0.000488371 0.00238597 -0.00194678 -0.0104259
internal_weight=0.0133792 0.00524133 0.00373007 0.00253758 0.00813785 0.00683531 0.00568955 0.00420667 0.00228822
internal_count=2900 1826 1418 905 1074 912 726 521 291
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=11
num_cat=0
split_feature=12 20 8 9 9 15 23 10 5 9
split_gain=9.56502e-06 2.62971e-05 5.63887e-05 2.54951e-05 1.94803e-05 6.15447e-05 2.57673e-05 6.22483e-05 5.0315e-05 2.99776e-05
threshold=327.98456567570003 47.833738492450003 5.9453602998000008 187.70546222865002 195.51131808980003 36.040858416950009 0.094415000000000013 63.910026677050006 19.861308675400004 204.17620834730005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 9 -6
right_child=-2 -3 3 4 6 -7 7 -9 -10 -11
leaf_value=-0.023135790432496896 -0.0093181880460485641 0.014651916157906175 0.01368028174879752 -0.026832154141888016 0.020112970574674312 0.0061732206199783708 0.02907198048774284 -0.0041779148744957376 -0.015314564956719982 -0.0028725466217433856
leaf_weight=0.0010229940951903731 0.0010172571974550364 0.001228752066886764 0.0014691376772153495 0.0010159452761847529 0.0010099980335845989 0.0012727226853493064 0.0010249330622731038 0.0012494258298853776 0.0017433876804819892 0.0012947842943783418
leaf_count=731 308 246 170 158 144 168 113 295 266 301
internal_value=1.81015e-06 0.000770605 -0.000765573 0.00150465 -0.00057261 -0.00847795 0.00228901 0.0108061 -0.00249606 0.00720013
internal_weight=0.0133493 0.0123321 0.0111033 0.0100803 0.0086112 0.00228867 0.00632253 0.00227436 0.00404817 0.00230478
internal_count=2900 2592 2346 1615 1445 326 1119 408 711 445
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=10
num_cat=0
split_feature=17 17 20 8 20 16 16 12 17
split_gain=9.70116e-06 2.39381e-05 3.33609e-05 4.15064e-05 3.0483e-05 5.92777e-05 8.96508e-05 6.30651e-05 2.06735e-05
threshold=182.28951942140003 187.45953903175004 40.166811829450005 8.1436447804000007 41.21013581150001 16.244962012200002 22.624947093000003 186.295507759 173.53196984515003
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -4 -6 7 -7 -1
right_child=1 2 4 -5 5 6 -8 -9 -10
leaf_value=-0.0028006469758472454 -0.013234662880267241 0.0078748344513425352 0.018254289384824176 -0.016622374445176166 0.019435418185215353 -0.0016517130833912674 0.016330190692001822 -0.034729450200759716 0.014842722581178081
leaf_weight=0.0014303848227426108 0.0014620599042541723 0.001065210235475191 0.0013186527900903161 0.0019721908031020766 0.0012912430173179384 0.0012290470955070854 0.0012205114722056002 0.0010854310011940427 0.0012397321906918012
leaf_count=540 312 361 200 284 322 183 156 278 264
internal_value=1.70011e-06 -0.00135023 0.000542077 -0.00803125 0.00477985 0.00109828 -0.00559981 -0.0171643 0.00539115
internal_weight=0.0133145 0.0106443 0.00918229 0.0030374 0.00614489 0.00482623 0.00353499 0.00231448 0.00267012
internal_count=2900 2096 1784 645 1139 939 617 461 804
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=11
num_cat=0
split_feature=13 21 8 19 20 23 9 22 23 2
split_gain=1.19362e-05 1.25453e-05 3.17153e-05 5.70954e-05 2.51799e-05 4.41667e-05 3.7277e-05 4.34169e-05 5.61708e-05 5.23886e-05
threshold=95.870416931800023 14.117700854950003 7.943800736700001 13.051052998800001 41.621607100200002 0.085245000000000029 212.35308743945004 -0.071129999999999985 0.093295000000000031 117.02022404625002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 9 -9 -4
right_child=1 -3 4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0088220325547093466 -0.0024658344015226945 -0.0084615799755875954 0.0040527966433542223 0.029005897650187646 0.0077562942839469566 -0.01794769249071498 0.020287300393942821 -0.005831026555104056 0.026380796395618696 -0.026326732598553344
leaf_weight=0.0013747484925926918 0.0012124944779199663 0.0012492264037822541 0.0011922838463449582 0.0010988810958976677 0.0010666635992272466 0.0017907995292427634 0.0010380502032922845 0.0011484076849356227 0.0010241137156136171 0.0010834847774852108
leaf_count=773 430 242 149 255 167 309 170 142 113 150
internal_value=4.21744e-07 0.00101926 0.0021308 0.0124966 -0.000740683 -0.00835264 0.00322387 -0.000758042 0.00935344 -0.0104108
internal_weight=0.0132792 0.0119044 0.0106552 0.00231138 0.0083438 0.00285746 0.00548634 0.00444829 0.00217252 0.00227577
internal_count=2900 2127 1885 685 1200 476 724 554 255 299
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=10
num_cat=0
split_feature=7 7 14 23 23 0 7 18 6
split_gain=1.07204e-05 3.64478e-05 2.65243e-05 2.81832e-05 9.43078e-05 2.22917e-05 2.14856e-05 2.80487e-05 2.0502e-05
threshold=24.176224535650004 23.789355599150003 168.39662374755002 -0.17732499999999998 0.085590000000000013 86.345209775600011 25.396105459650006 16.433295803950003 14.835346625500001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 8 -8 -2
right_child=6 -3 3 4 5 -7 7 -9 -10
leaf_value=0.011383113417641149 -0.019212474891403132 0.018550720601615934 0.010035503943099031 -0.03020384645150527 -0.0060109726456095795 0.010850684935595998 0.014031552189357425 -0.0065647899177253112 -0.00012343374259539422
leaf_weight=0.0014875187265387044 0.0012771979184124449 0.001171319055638477 0.0011884455003725513 0.0012789955467879272 0.0016494958310864529 0.0014943563810796668 0.0011694286641697963 0.0015214138983760978 0.0010056506743236771
leaf_count=176 354 154 271 384 289 196 280 655 141
internal_value=1.21263e-06 0.00220761 -0.000489043 -0.00363628 -0.00730997 0.00200382 -0.00366752 0.00238629 -0.0108033
internal_weight=0.0132438 0.00827013 0.00709881 0.00561129 0.00442285 0.00314385 0.00497369 0.00269084 0.00228285
internal_count=2900 1470 1316 1140 869 485 1430 935 495
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=11
num_cat=0
split_feature=13 16 10 20 23 15 12 20 20 9
split_gain=9.63395e-06 3.81885e-05 3.0044e-05 2.85069e-05 3.14947e-05 2.52819e-05 3.56037e-05 2.45049e-05 2.40052e-05 2.09517e-05
threshold=112.82921081865001 18.984955604900005 62.837331883000012 41.941595803500007 0.097615000000000021 27.008040895250005 207.71672397260002 40.580626202750004 43.19689381845 60.983947735000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 6 7 -1 -5 -8
right_child=2 -3 -4 8 -6 -7 9 -9 -10 -11
leaf_value=-0.022917288937388657 -0.0024961130562828841 -0.020594407121788599 0.015520467632000285 -0.018055492411488423 0.01893658794292484 0.014759121011323525 -0.0036979618909874844 -0.002236456341387783 0.0020523008914935244 0.016051523489918319
leaf_weight=0.0010159503740887 0.0017546785234036073 0.0010117472765085456 0.0014294719172867343 0.0013024040309261935 0.0011253274405138569 0.0010194237740776269 0.0010317057081718341 0.0013139728987672968 0.0010910979791246278 0.0011206316091673164
leaf_count=426 262 156 173 244 117 262 343 432 174 311
internal_value=3.04465e-08 -0.00273886 0.00266147 -0.000824176 0.00587846 0.000544736 -0.00268812 -0.0112542 -0.00888919 0.00658477
internal_weight=0.0132164 0.00651343 0.00670298 0.00527351 0.00288001 0.00550168 0.00448226 0.00232992 0.0023935 0.00215234
internal_count=2900 1930 970 797 379 1774 1512 858 418 654
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=10
num_cat=0
split_feature=13 19 6 19 10 3 6 22 6
split_gain=8.9467e-06 1.49267e-05 2.61739e-05 1.9411e-05 2.64421e-05 2.8845e-05 1.86748e-05 3.55433e-05 4.3451e-05
threshold=95.870416931800023 12.050972309250001 13.075305502400001 12.851036860900001 66.697957758300021 92.359290613450014 16.425383776450001 -0.053019999999999991 16.505385645700006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 8 -8
right_child=1 2 3 4 -6 6 7 -9 -10
leaf_value=-0.0076554014539137825 0.012331520780903002 -0.014333156139019809 0.013998383116722852 0.013625274771158494 -0.010785718688017559 -0.012605968605909929 0.024171547414680271 -0.013232295309291662 -0.0018249870969840164
leaf_weight=0.0013683392049074804 0.001039235968649607 0.0011709403044013198 0.001100715836041496 0.0017985367679926876 0.0018241548859781465 0.0011075841823372438 0.0010508252451395562 0.0010742182723886373 0.0016563793763778815
leaf_count=773 217 364 239 188 373 138 139 193 276
internal_value=-2.62424e-07 0.000885739 -0.000217338 0.00150219 -0.000113797 0.00279717 -0.0011862 0.00215867 0.0082658
internal_weight=0.0131909 0.0118226 0.0107834 0.00961241 0.0085117 0.00668754 0.00488901 0.00378142 0.0027072
internal_count=2900 2127 1910 1546 1307 934 746 608 415
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=10
num_cat=0
split_feature=5 5 10 20 3 7 14 5 22
split_gain=8.91633e-06 2.84917e-05 2.11305e-05 4.43133e-05 2.79936e-05 2.95323e-05 2.34015e-05 3.85044e-05 1.56355e-05
threshold=23.606333875400001 26.225713454500006 64.434276012450013 42.178283198950005 86.302194445500007 24.101221167900004 315.57679249195007 13.999568943650003 -0.069554999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 -4 7 -7 -1
right_child=1 -3 4 -5 -6 6 -8 -9 -10
leaf_value=0.0075771849434686112 -0.01784047282125532 0.0051134819295712486 0.014579502388135821 -0.0063762310331523624 -0.013029768007161225 0.017521691588307898 -0.015073308832250909 -0.0065478224419106019 0.023695310297899896
leaf_weight=0.0012292429863272403 0.0010362869905312265 0.0011308772004987762 0.0013053258194702299 0.0015113346654945766 0.0017620183518536085 0.0010298581528566933 0.0011116409487677646 0.0018740477748083947 0.0011791670266902146
leaf_count=126 275 319 284 180 276 422 473 413 132
internal_value=2.51284e-07 -0.00586256 0.00115504 0.00704595 -0.00210505 0.00151269 -0.00273492 0.00198833 0.0154687
internal_weight=0.0131698 0.00216716 0.0110026 0.00391974 0.00708289 0.00532087 0.00401555 0.00290391 0.00240841
internal_count=2900 594 2306 438 1868 1592 1308 835 258
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=10
num_cat=0
split_feature=2 2 20 18 18 15 6 19 10
split_gain=7.95433e-06 1.81613e-05 1.82195e-05 1.90181e-05 3.29707e-05 3.38057e-05 2.45703e-05 4.14869e-05 1.98232e-05
threshold=67.628418476450022 86.011634045550025 38.052786106700005 13.057710350500001 14.339258036900002 37.434800281900003 13.665319288000001 11.950964240300001 62.030794443850006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -6 -7
right_child=1 2 3 4 6 8 -8 -9 -10
leaf_value=-0.0081582980397318511 0.011540417160097629 -0.01104551262592833 0.011214626734417333 -0.021089028573254859 0.010332216636524946 0.0075176423348232383 0.015543084641833025 -0.016281456897075552 -0.010132171695513309
leaf_weight=0.0010953573943425022 0.0013792952132378562 0.0014567621893768175 0.0015191122695471654 0.0012546274353278141 0.0013996132141327116 0.0013130934272848373 0.0014873559036761574 0.0010072778826856789 0.0012347020029840894
leaf_count=144 204 503 338 270 488 179 274 333 167
internal_value=6.47774e-07 0.000742191 -0.000653347 0.000989369 -0.00102882 -0.00765242 0.0054386 -0.000805539 -0.00103574
internal_weight=0.0131472 0.0120518 0.0106725 0.00921578 0.00769667 0.00380242 0.00389425 0.00240689 0.0025478
internal_count=2900 2756 2552 2049 1711 616 1095 821 346
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=11
num_cat=0
split_feature=22 13 23 21 6 16 12 10 10 5
split_gain=8.52501e-06 2.37507e-05 1.93461e-05 2.77241e-05 3.50812e-05 5.5787e-05 3.50319e-05 3.27759e-05 5.00558e-05 2.18201e-05
threshold=0.20327000000000003 95.870416931800023 0.10236000000000002 9.5752145037500025 13.400313096150002 18.634956423400002 191.59589549940003 62.55235532115001 61.917879202350001 21.495293572000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 8 -7 -4
right_child=-2 2 9 6 5 7 -8 -9 -10 -11
leaf_value=-0.014618950084429297 0.0083669635575673446 0.022467797567273254 0.002327661548903865 -0.020212771399992214 -0.01703928712764604 0.018841582387949956 0.0055916971841544023 0.018967346551901201 -0.009354142131643187 -0.017503984410868846
leaf_weight=0.0011234913545230896 0.0011144438712964626 0.0010792366893694911 0.0010996082579212147 0.0010434799176112786 0.0011313583159682974 0.0010002307584381573 0.0010610939125597976 0.0016545723072003971 0.0016993666385094197 0.0011197938706159485
leaf_count=688 242 249 186 193 371 152 233 208 226 152
internal_value=2.89124e-07 -0.000775935 0.000652376 0.00278509 0.00598699 0.00274452 -0.00720255 0.00788501 0.00109269 -0.00767835
internal_weight=0.0131267 0.0120122 0.0108887 0.00866934 0.00656476 0.00548553 0.00210457 0.00435417 0.0026996 0.0022194
internal_count=2900 2658 1970 1632 1206 957 426 586 378 338
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=10
num_cat=0
split_feature=10 22 13 22 14 2 22 9 21
split_gain=9.49709e-06 1.9437e-05 1.93015e-05 2.42771e-05 2.76082e-05 3.62477e-05 4.55672e-05 7.23484e-05 3.83302e-05
threshold=60.990361147350008 0.20327000000000003 95.870416931800023 -0.16297999999999999 161.53444867420004 136.84471102895003 -0.08725999999999999 201.44620319810005 6.7785388507500013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 -7 -8 -6
right_child=1 -3 3 4 5 6 7 -9 -10
leaf_value=-0.0092098345764408257 -0.012909794135693429 0.013769861075280053 0.01131018518001394 -0.016724387698475188 0.017311164668946537 -0.023760460649213676 0.016100775323771074 -0.014748350706662063 -0.0066767367013286895
leaf_weight=0.0010313827065176378 0.0011176631458167533 0.0010526756475185946 0.0018421448597432813 0.001027642039854281 0.0019703503183936821 0.0010080006010936412 0.0015300666152618051 0.0015109614270128746 0.0010063478160720896
leaf_count=310 681 232 360 108 253 271 251 257 177
internal_value=4.80893e-07 0.000787774 -0.000453097 0.000953843 -0.00141509 0.000824178 -0.00533449 0.000773117 0.00920145
internal_weight=0.0130972 0.0120659 0.0110132 0.00989551 0.00805337 0.00702573 0.00404903 0.00304103 0.0029767
internal_count=2900 2590 2358 1677 1317 1209 779 508 430
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=10
num_cat=0
split_feature=16 22 12 22 22 21 3 4 23
split_gain=8.32197e-06 3.12522e-05 3.45257e-05 6.82012e-05 5.33748e-05 3.35572e-05 2.90263e-05 5.92042e-05 3.37664e-05
threshold=21.534949641950003 -0.24103499999999997 144.78335471795 -0.15818499999999999 -0.058529999999999992 3.5085246469500002 92.913112988300014 248.34582299520005 0.088395000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -2 8 -8
right_child=6 2 3 5 -6 -7 7 -9 -10
leaf_value=-0.017818333708665153 0.015069046458261643 -0.023129863162484787 0.027416849643315935 0.011861240162933689 0.005775961132450525 -0.00961574082864744 0.021268936785062826 -0.018817645996427629 -0.0024231941501253475
leaf_weight=0.0010844497402186914 0.0014586052047371742 0.0012794817517208198 0.0011015134408410175 0.0011651390282279759 0.0012757283048386253 0.001936917119498355 0.0010390494527097172 0.0012998544299720159 0.0014286979937086497
leaf_count=412 174 311 222 335 282 668 99 256 141
internal_value=2.61273e-07 -0.00205956 0.000468938 0.00604132 -0.00869818 -0.00154894 0.00309154 -0.00154548 0.00755242
internal_weight=0.0130694 0.00784323 0.00675878 0.00420357 0.00255521 0.00310206 0.00522621 0.0037676 0.00246775
internal_count=2900 2230 1818 1225 593 1003 670 496 240
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=11
num_cat=0
split_feature=10 22 17 6 6 10 3 21 8 5
split_gain=9.46084e-06 1.51346e-05 1.90729e-05 3.08994e-05 3.85206e-05 4.29024e-05 3.43788e-05 2.0769e-05 4.83733e-05 3.46793e-05
threshold=60.990361147350008 0.20327000000000003 182.28951942140003 11.060258421150001 13.775321858200002 70.284360904350009 89.227236891450005 12.365692796650002 8.543332867800002 21.964328598750004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 9 -8
right_child=1 -3 3 4 5 -7 7 -9 -10 -11
leaf_value=-0.0092256137786587492 0.010157150673000999 0.012249371981428586 -0.016298917076117022 0.017144161077600101 0.016453728066809462 -0.021388914872641579 -0.011612970019842477 0.0091827661521291723 -0.022479777962991332 0.012148337169452947
leaf_weight=0.001024135035201895 0.0015017310504238492 0.0010511408874856994 0.0012990368574813593 0.0011647408802414579 0.0011300392787350708 0.0010258302833594524 0.0011040817351322114 0.0010968798772320854 0.0012540458571229651 0.001384406068978555
leaf_count=310 469 232 638 258 145 249 111 130 163 195
internal_value=5.14437e-07 0.000787132 -0.000312097 -0.00197421 0.000306218 -0.00249736 0.000749087 -0.00291806 -0.00646463 0.00160602
internal_weight=0.0130361 0.0120119 0.0109608 0.00945906 0.00816002 0.00699528 0.00596945 0.00483941 0.00374253 0.00248849
internal_count=2900 2590 2358 1889 1251 993 744 599 469 306
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=10
num_cat=0
split_feature=23 20 22 12 7 20 22 23 18
split_gain=9.1007e-06 2.54932e-05 2.78689e-05 2.61848e-05 1.71848e-05 2.36318e-05 3.31627e-05 3.77129e-05 2.8548e-05
threshold=-0.23958499999999999 43.19689381845 -0.088944999999999996 263.21041154490007 22.398098708400003 41.872669623500009 -0.062629999999999991 0.094625000000000029 14.047116609550001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6 -8
right_child=1 2 -4 -5 5 -7 8 -9 -10
leaf_value=-0.0081390894007940268 -0.011357306601470191 0.00077319955940476982 0.021576385240444616 -0.015110418195261625 0.00071222629821972154 0.013153189502393978 0.02052661406193608 -0.023328811794616877 -0.0013144184291947773
leaf_weight=0.0012425931999233983 0.0010602942106972693 0.0015341229480173458 0.0011098157290238787 0.0012470058375011134 0.0017227927402459417 0.0015561677995209666 0.0010044634680961273 0.0010503050181485708 0.0014805582959200464
leaf_count=360 252 420 261 360 321 308 112 228 278
internal_value=-8.20542e-08 0.000859503 0.00950551 -0.00164659 0.000485524 0.00232825 -0.000875444 -0.00839327 0.00751388
internal_weight=0.0130081 0.0117655 0.00264394 0.00912159 0.00787458 0.00681429 0.00525812 0.0027731 0.00248502
internal_count=2900 2540 681 1859 1499 1247 939 549 390
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=10
num_cat=0
split_feature=22 17 22 23 23 6 10 8 22
split_gain=9.27384e-06 2.4653e-05 2.08848e-05 1.85756e-05 3.85829e-05 3.55952e-05 3.22944e-05 5.37972e-05 3.80683e-05
threshold=-0.0023999999999999998 193.92177542215003 -0.040019999999999993 0.096995000000000012 0.090225000000000014 16.395383075500003 74.784839814650013 8.543332867800002 -0.11600999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 7 8 -1
right_child=1 -3 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.0029420599993489754 -0.017045571893570446 0.0028214521556332098 0.014135185324039623 -0.020182226483329124 0.016380726210665098 0.0053733515156788175 0.0099116765157737253 0.012838542258282366 -0.026177687082018699
leaf_weight=0.0015121042014267093 0.0010628033096558279 0.0015148964777245346 0.0011347991638508389 0.0011707361882498709 0.0015184396046138329 0.0010197826473218327 0.0016940979593864335 0.001037525822993185 0.0013211891410994368
leaf_count=411 386 310 213 257 274 130 547 140 232
internal_value=5.68473e-08 -0.00536986 0.00132991 -0.000237007 0.00225182 -0.00828498 -0.00160339 -0.00664305 -0.013777
internal_weight=0.0129864 0.0025777 0.0104087 0.00927388 0.00708336 0.00219052 0.00556492 0.00387082 0.00283329
internal_count=2900 696 2204 1991 1604 387 1330 783 643
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=10
num_cat=0
split_feature=17 2 10 13 5 20 21 9 20
split_gain=8.05083e-06 2.32315e-05 1.77211e-05 3.7068e-05 2.75619e-05 3.01862e-05 3.0087e-05 5.41324e-05 4.80964e-05
threshold=201.78545703200004 198.68761053240004 80.909147435850016 103.90352982555002 19.861308675400004 39.893178577750007 2.3083050893000006 197.58039077460003 42.178283198950005
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -6 8 -8
right_child=1 -3 -4 4 6 -7 7 -9 -10
leaf_value=-0.016167453850453265 -0.014660763237307832 0.0040103923568716162 0.01283992758964265 0.00022180887342278656 0.010751848606972064 0.02452918061652469 0.014870458011041308 -0.021956418909998849 -0.010874527327598053
leaf_weight=0.0012565400863181206 0.0012737364533134178 0.0013976092978548967 0.0011727446258923907 0.0010264629720123661 0.001550100937863591 0.0010171655263686574 0.00147471353229039 0.0013628652826361515 0.0014286213391819765
leaf_count=430 331 373 461 140 267 162 201 233 302
internal_value=-8.70007e-07 -0.00489229 0.00126907 -0.00021941 0.00233015 0.0123202 -0.00117998 -0.00551534 0.00220232
internal_weight=0.0129606 0.00267135 0.0102892 0.00911647 0.00785993 0.00204363 0.0058163 0.0042662 0.00290333
internal_count=2900 704 2196 1735 1305 302 1003 736 503
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=10
num_cat=0
split_feature=7 7 22 18 18 19 5 15 8
split_gain=8.04334e-06 3.59641e-05 2.8525e-05 3.3385e-05 2.66942e-05 4.27155e-05 1.89415e-05 3.08885e-05 2.72743e-05
threshold=24.176224535650004 23.789355599150003 -0.0023999999999999998 13.668531103750002 13.340835220050002 14.351157895250003 18.725555412050003 23.900317844600004 7.7439566930000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -2
right_child=6 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0079417471458785287 0.003149716683109074 0.018454398918909844 -0.015573580110383354 0.016893021689280446 -0.015306665613571642 0.014098214390382023 -0.013968740014810988 0.012720723134446716 -0.018626351064703121
leaf_weight=0.0018674442003528179 0.0012994586219577343 0.0011328791821577713 0.0010951024505317253 0.0011985683071855267 0.0011160368944354137 0.0016619349260098212 0.0012250117841995922 0.0013059734457920615 0.0010319166596823928
leaf_count=408 644 154 288 245 181 194 249 282 255
internal_value=-8.30292e-07 0.00193461 -0.000762418 0.00201304 -0.00182616 0.00243656 -0.00321384 0.000408267 -0.00648884
internal_weight=0.0129343 0.00807197 0.00693909 0.00584398 0.00464542 0.00352938 0.00486236 0.00363735 0.00233138
internal_count=2900 1470 1316 1028 783 602 1430 1181 899
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=8
num_cat=0
split_feature=13 22 23 15 23 12 20
split_gain=8.2935e-06 1.22642e-05 3.57051e-05 3.29899e-05 4.63419e-05 6.11169e-05 3.02617e-05
threshold=95.870416931800023 -0.085734999999999992 0.083185000000000023 26.285853065250006 0.083415000000000031 165.68766602795003 40.878805547300004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -4
right_child=1 3 6 4 5 -7 -8
leaf_value=-0.0074486053750677144 -0.0072687303029285878 -0.016382287716363613 0.00019137080317521224 0.01754471787177285 -0.019125887144798459 0.007640840029652006 0.018301045386497336
leaf_weight=0.0013399269549693718 0.0018030681125082342 0.0012970171841777929 0.0017236874092466225 0.0013190738616098013 0.0015611350387909895 0.0018807103558818178 0.0019857266379645407
leaf_count=773 486 360 269 196 208 295 313
internal_value=-7.03444e-07 0.00086181 0.00427479 -0.00224387 0.00160786 -0.00449988 0.00988586
internal_weight=0.0129103 0.0115704 0.00551248 0.00605794 0.00476092 0.00344185 0.00370941
internal_count=2900 2127 1068 1059 699 503 582
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=11
num_cat=0
split_feature=7 18 18 16 12 12 2 20 23 14
split_gain=8.19941e-06 1.81835e-05 1.52678e-05 5.84896e-05 2.32252e-05 3.88522e-05 5.73755e-05 2.72139e-05 5.57344e-05 3.35191e-05
threshold=20.778835947700006 12.993406580100002 13.482409244300003 22.584947186600004 114.86856072930001 147.29495425805001 161.80523719825001 43.124157941850008 0.094165000000000013 313.29527657100004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 8 9 -8
right_child=1 2 4 -5 5 6 7 -9 -10 -11
leaf_value=0.0078142590944876526 -0.012512717292460149 0.025511211071594972 -0.013127288079323033 -0.0053784035072723269 0.01889367991116974 -0.023866101198657591 0.00045934427599968571 0.014125614378239101 0.016269106141994446 -0.025020931605046107
leaf_weight=0.0012159362138380427 0.0011929601527325964 0.0010382970766635588 0.0014406292943447132 0.0014964905708012635 0.0010136184000845228 0.001016138736765375 0.0010369815864689534 0.0013814707132708652 0.0010280906097366121 0.001028169407123749
leaf_count=396 162 131 249 221 266 263 262 379 223 348
internal_value=-5.49151e-07 -0.000814602 0.000517034 0.00727457 -0.00163888 0.000905612 -0.00241501 0.00245621 -0.00275546 -0.0122264
internal_weight=0.0128888 0.0116728 0.0104799 0.00253479 0.0079451 0.00650447 0.00549085 0.00447471 0.00309324 0.00206515
internal_count=2900 2504 2342 352 1990 1741 1475 1212 833 610
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=10
num_cat=0
split_feature=18 6 22 0 10 9 22 7 17
split_gain=8.07979e-06 2.08971e-05 3.22746e-05 1.90754e-05 2.52219e-05 2.97553e-05 2.6812e-05 4.51605e-05 3.24487e-05
threshold=17.140917755100002 13.665319288000001 -0.156745 96.055920542800024 66.697957758300021 205.70977008025002 -0.088099999999999998 23.102607264700001 186.34046889365004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -3
right_child=-2 3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.0040275936219162384 0.0078248927689457022 0.0042271779802453245 -0.019768218880702931 0.014160814408867212 -0.011499924349177492 0.016473038662234794 -0.0043339240097146122 0.02059173676702512 -0.018990965315350744
leaf_weight=0.0010167674012136032 0.0011966025871781123 0.0010925993003818657 0.0012971251725181539 0.0010269960385503882 0.0016157377882253634 0.0012299974934745356 0.0018385124360765026 0.0012021898988300306 0.0013403276800691014
leaf_count=297 528 262 515 143 334 182 320 145 174
internal_value=-5.99469e-07 -0.00080367 -0.0093119 0.00130272 -0.000284561 0.00241862 -0.000739601 0.00552083 -0.00856397
internal_weight=0.0128569 0.0116603 0.00231389 0.00934636 0.00831936 0.00670363 0.00547363 0.0030407 0.00243293
internal_count=2900 2372 812 1560 1417 1083 901 465 436
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=10
num_cat=0
split_feature=5 5 14 14 13 5 21 23 22
split_gain=8.64062e-06 2.73205e-05 1.66095e-05 4.44042e-05 2.86008e-05 4.2353e-05 2.04402e-05 5.82476e-05 7.72413e-05
threshold=23.606333875400001 26.225713454500006 386.55805551320003 315.57679249195007 108.36905878025001 16.069922422900003 10.048480919900003 0.083415000000000031 -0.095019999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -6 -9
right_child=1 -3 -4 -5 6 -7 -8 8 -10
leaf_value=0.0037305999203095051 -0.017754375667131613 0.0049845555081995223 0.012752303157191917 -0.01883451797522984 0.023038095995686857 -0.020576842139631065 0.01772105447698771 0.016352182419953603 -0.016326804700163577
leaf_weight=0.0018964023316016519 0.0010081168400498603 0.0011103470657376907 0.0011069897966313356 0.0011267746418601411 0.0010954249839478791 0.0011524068624532517 0.001275020349184447 0.0011711169126491505 0.0018914815040083077
leaf_count=700 275 319 365 317 120 306 130 120 248
internal_value=-6.21992e-07 -0.00583626 0.00115308 -0.000183247 0.00229449 -0.00545727 0.00664447 0.00324793 -0.00383058
internal_weight=0.0128341 0.00211846 0.0107156 0.00960863 0.00848185 0.00304881 0.00543304 0.00415802 0.0030626
internal_count=2900 594 2306 1941 1624 1006 618 488 368
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=11
num_cat=0
split_feature=13 19 6 19 18 0 23 0 0 9
split_gain=8.35282e-06 1.24336e-05 2.05057e-05 2.17647e-05 2.01357e-05 2.79832e-05 2.19837e-05 3.86808e-05 2.97056e-05 2.13365e-05
threshold=95.870416931800023 12.050972309250001 13.075305502400001 12.851036860900001 13.954623666350001 87.29692395375001 0.087725000000000011 85.807518149550006 85.716110573100011 205.20707599510004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 -8 -5 -6
right_child=1 2 3 4 9 -7 7 -9 -10 -11
leaf_value=-0.0074917715387324939 0.011476916057211075 -0.012839158253118575 0.014814858254671728 -0.004428492562211752 -0.017440325202877246 0.01620461426274199 0.0066292809721202233 -0.018497301146084683 0.019095546658372722 0.0014392952298384243
leaf_weight=0.0013334573626059597 0.0010080527328866383 0.0011356134840574414 0.0010696173417073266 0.0011417484751166272 0.0012063891301172802 0.0012319972488068487 0.0011145575509132659 0.0013605906973639323 0.0010131353958846567 0.0011881545722159381
leaf_count=773 217 364 239 269 220 121 169 175 106 247
internal_value=-6.85581e-07 0.00087021 -0.000151805 0.00139308 -0.000345672 0.00281057 -0.000753427 -0.00718282 0.00663152 -0.0080724
internal_weight=0.0128033 0.0114699 0.0104618 0.00932619 0.00825657 0.00586203 0.00463003 0.00247515 0.00215488 0.00239454
internal_count=2900 2127 1910 1546 1307 840 719 344 375 467
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=11
num_cat=0
split_feature=23 23 2 9 20 20 20 20 7 6
split_gain=7.97199e-06 2.53859e-05 1.68767e-05 3.27317e-05 2.69107e-05 4.65122e-05 5.06987e-05 3.62937e-05 3.28365e-05 1.87647e-05
threshold=-0.23958499999999999 -0.10585499999999999 185.26507771735001 196.26893085885004 41.134354310300004 42.178283198950005 43.45354240915001 38.592454371550012 23.789355599150003 15.185354803400001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 7 -6 -7 -3 -9 -5
right_child=1 2 3 9 5 6 -8 8 -10 -11
leaf_value=-0.0076732179058935646 0.01579814082588446 0.0069174606785756751 -0.021571286853281458 -0.010139453823311273 0.024697461572199285 -0.015711056331099715 0.014726758695464366 -0.024743228161014975 0.00030825975273889028 0.008066489645522288
leaf_weight=0.0012244751424788239 0.0010296772623008257 0.0017663645903999111 0.0010101902985574195 0.0010136095320704419 0.0011698816534779638 0.0010600125970046501 0.0011312228939513117 0.001074502939824723 0.0010198331563627035 0.0012823693938126381
leaf_count=360 238 376 485 294 176 210 269 122 198 172
internal_value=-6.34843e-07 0.000812236 -0.000653443 -0.00657085 0.00205556 0.00859787 2.43195e-06 -0.00364015 -0.0125445 2.90823e-05
internal_weight=0.0127821 0.0115577 0.010528 0.00330617 0.00722182 0.00336112 0.00219124 0.0038607 0.00209434 0.00229598
internal_count=2900 2540 2302 951 1351 655 479 696 320 466
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=11
num_cat=0
split_feature=18 17 15 22 9 2 9 16 17 13
split_gain=8.08675e-06 1.78035e-05 3.83187e-05 2.00361e-05 3.55449e-05 3.2083e-05 6.2393e-05 5.6297e-05 6.09497e-05 3.18204e-05
threshold=17.140917755100002 201.78545703200004 32.706399462450001 -0.23557500000000001 66.290220196950017 164.41964690330002 199.68228938305 20.784951395750003 188.16174763880002 117.53132408880002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 -6 -9 -7
right_child=-2 2 -4 4 5 9 -8 8 -10 -11
leaf_value=-0.0099969078910894238 0.0078401322895471325 -0.023225110971779914 0.0044330836601714618 0.020328345465703394 -0.020756005937432917 -0.020610255017248141 0.022194820644572292 -0.0097248791080392517 0.022691543649280492 0.0034956671844039462
leaf_weight=0.0014148409624836289 0.0011923764276484958 0.0010006765533540221 0.0010029829072216723 0.0010227336825127135 0.001129613027919309 0.0012012877413915993 0.001463223886885523 0.0011612938706698772 0.0011587807821737961 0.0010063053281161856
leaf_count=344 528 275 155 309 304 338 249 105 112 181
internal_value=-7.83909e-07 -0.000809427 -0.0093801 0.000987241 0.00289567 0.000391781 0.00489136 -0.0024481 0.00646578 -0.00962185
internal_weight=0.0127541 0.0115617 0.00200366 0.00955808 0.00814324 0.0071205 0.00491291 0.00344969 0.00232007 0.00220759
internal_count=2900 2372 430 1942 1598 1289 770 521 217 519
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=9
num_cat=0
split_feature=13 18 7 15 23 23 23 20
split_gain=8.46218e-06 1.18845e-05 2.41521e-05 2.08051e-05 1.76982e-05 5.82589e-05 2.90382e-05 2.4967e-05
threshold=95.870416931800023 15.042884401850001 24.176224535650004 23.900317844600004 0.10236000000000002 0.091545000000000029 -0.10585499999999999 41.169697216150006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 -2 -8
right_child=1 3 -4 -5 -6 -7 7 -9
leaf_value=-0.0075554474908884747 0.010261904606347676 -0.001237015704478345 -0.012145409464653355 0.017577347092097715 -0.0079080840468439551 0.0209806072268439 -0.019047833775699012 -0.00023023848777768238
leaf_weight=0.0013278416808565211 0.0013793603182792342 0.0013155646620939933 0.0015483021401336283 0.0010623784019159754 0.001556575896275344 0.0015159190651339444 0.0011251725834520937 0.0018884824572729803
leaf_count=773 338 275 314 236 209 194 174 387
internal_value=-5.8571e-07 0.000880021 -0.000778964 0.00716856 0.00157837 0.00407736 -0.00175552 -0.00725594
internal_weight=0.0127196 0.0113918 0.00901381 0.00237794 0.00746551 0.00590893 0.00439302 0.00301366
internal_count=2900 2127 1616 511 1302 1093 899 561
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=9
num_cat=0
split_feature=5 16 20 7 13 14 23 12
split_gain=8.80646e-06 3.19205e-05 2.92454e-05 2.27468e-05 2.19725e-05 2.57207e-05 3.73428e-05 2.05561e-05
threshold=20.766972852450003 20.784951395750003 41.941595803500007 22.913946662950003 108.36905878025001 255.20937898730003 0.075065000000000021 121.97235442175001
decision_type=2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 -7 -6
right_child=1 2 -4 -5 7 6 -8 -9
leaf_value=-0.010754851625195599 -0.01721607219203717 0.016493411830542894 -0.0087138171570065297 -0.0013487580179460262 0.00097962467151867347 0.019601915128792682 -0.0051586669088230386 0.019652663978667183
leaf_weight=0.0018295624537843459 0.001220941190847793 0.0013859029008146395 0.0018985584478422449 0.0014750252089248406 0.0011861238237493854 0.0010192916184408453 0.0015135361830484364 0.0011721051303283381
leaf_count=530 484 148 304 175 133 290 651 185
internal_value=-1.71416e-07 -0.00279155 0.000908738 0.00729442 0.00248378 -0.00172026 0.00480579 0.0102606
internal_weight=0.012701 0.00598043 0.00475949 0.00286093 0.00672062 0.00436239 0.00253283 0.00235823
internal_count=2900 1111 627 323 1789 1471 941 318
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=10
num_cat=0
split_feature=13 21 8 19 20 23 9 20 9
split_gain=8.38618e-06 1.19599e-05 3.03792e-05 4.80207e-05 2.41746e-05 3.24696e-05 3.19923e-05 4.59654e-05 4.52091e-05
threshold=95.870416931800023 14.117700854950003 7.943800736700001 13.051052998800001 41.621607100200002 0.085245000000000029 201.2906445504 39.788107623550012 192.53043113735001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 8 -8 -4
right_child=1 -3 4 -5 5 -7 7 -9 -10
leaf_value=-0.0075354789240642027 -0.0016552390604354314 -0.0086449226845116064 0.010616362258726456 0.027766324163237811 0.0056168552981940567 -0.016944778220169397 -0.0014560923687530942 0.026046345533116574 -0.015170480836361808
leaf_weight=0.0013227192142284639 0.0011684451262147363 0.0011816796436145702 0.0011794994544498394 0.0010562139183117672 0.0010168899240045326 0.0017114152475708674 0.0012963240328792425 0.0011439825792453617 0.0016050377086470093
leaf_count=773 430 242 115 255 167 309 233 173 203
internal_value=3.34292e-07 0.000877818 0.00198344 0.0123134 -0.00090606 -0.00853564 0.00307795 0.0114367 -0.00424746
internal_weight=0.0126822 0.0113595 0.0101778 0.00222466 0.00795315 0.00272831 0.00522484 0.00244031 0.00278454
internal_count=2900 2127 1885 685 1200 476 724 406 318
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=10
num_cat=0
split_feature=6 14 2 0 2 22 15 21 9
split_gain=9.06434e-06 1.31085e-05 2.6958e-05 1.82101e-05 2.15727e-05 3.32848e-05 4.99633e-05 2.93602e-05 2.37445e-05
threshold=16.705390318750002 161.53444867420004 86.011634045550025 85.807518149550006 135.10547220710001 -0.068524999999999989 26.410889167300002 4.9552152050000009 201.63419974125003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -6 -5 -7
right_child=-2 2 3 4 5 8 -8 -9 -10
leaf_value=-0.0098422349553220437 -0.0091221147535001223 0.01735868546878953 0.010149384120470673 0.0010532775441929236 0.0059638372824555499 0.019309506310479781 -0.017755797661325151 -0.022721840704398262 -0.0008691233877948356
leaf_weight=0.0010552854285774673 0.001002681068528047 0.0010130103826382101 0.0015447125753569142 0.0010712016283904724 0.0019708407548344564 0.0013420421402197203 0.0016163687854116849 0.001008350615270142 0.001031249573859791
leaf_count=130 319 165 292 211 667 365 335 217 199
internal_value=1.41486e-06 0.000786444 0.00184481 0.00020515 -0.00170541 0.00135421 -0.00472405 -0.010475 0.0105414
internal_weight=0.0126557 0.0116531 0.0105978 0.00958477 0.00804005 0.0059605 0.00358721 0.00207955 0.00237329
internal_count=2900 2581 2451 2286 1994 1566 1002 428 564
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=8
num_cat=0
split_feature=23 22 5 7 22 22 23
split_gain=9.19629e-06 3.14189e-05 2.47223e-05 2.79105e-05 1.83931e-05 5.45317e-05 4.8997e-05
threshold=0.099010000000000029 -0.036264999999999999 23.606333875400001 22.689595575850003 -0.01762 -0.081844999999999987 0.083905000000000021
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.011912002967999213 -0.00294313455945849 0.018758041181375449 -0.012523367013362733 -0.020544972551206474 -0.011676840409654929 0.017151286955091192 0.0041100664563225899
leaf_weight=0.0017729662936794644 0.0018305635972798938 0.0010497256659479054 0.0016745789810880445 0.0013881172427493811 0.0015681790278135226 0.0014279786728181015 0.0019222329554124948
leaf_count=340 347 174 508 469 419 238 405
internal_value=1.05943e-06 0.00496589 -0.00146501 0.000826978 -0.00228939 0.00081745 -0.00622844
internal_weight=0.0126343 0.00288029 0.00975405 0.00807947 0.00630651 0.00473833 0.00331035
internal_count=2900 521 2379 1871 1531 1112 874
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=9
num_cat=0
split_feature=23 23 21 21 15 9 12 21
split_gain=7.5455e-06 1.70008e-05 1.56451e-05 3.38778e-05 3.87994e-05 4.33764e-05 7.39562e-05 2.57904e-05
threshold=-0.23958499999999999 -0.10585499999999999 1.8061804516000002 3.2821610579500002 23.969938375100003 203.09362050815002 145.39241760245002 0.25448588140000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 6 -6 -3
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.0075141636222794978 0.013165786081257036 0.0016409673911649025 0.015615883831009973 -0.015640811051727335 0.011130005629578265 0.018461514414943342 -0.017624758579714014 -0.018494153291628408
leaf_weight=0.0012080806470027216 0.0010125868479433546 0.0014571521553819913 0.0014503411876096439 0.0014582091539700089 0.0018510792993133574 0.0013166788218554187 0.0017307526700418808 0.001129019792054826
leaf_count=360 238 400 239 605 202 283 356 217
internal_value=9.31987e-07 0.000796915 -0.000408153 0.0018249 -0.00132164 0.00294096 -0.00276439 -0.00714923
internal_weight=0.0126139 0.0114058 0.0103932 0.00780706 0.00635672 0.00489851 0.00358183 0.00258617
internal_count=2900 2540 2302 1685 1446 841 558 617
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=10
num_cat=0
split_feature=23 6 10 0 18 7 7 19 16
split_gain=8.18635e-06 2.81574e-05 2.06588e-05 3.58091e-05 3.28725e-05 4.34511e-05 2.97001e-05 3.74976e-05 5.5272e-05
threshold=0.099010000000000029 15.785368822600002 82.204984254750016 98.327667663000014 14.732667293750003 24.029932718600005 23.425421956250002 14.351157895250003 19.304954856600002
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.0027943195814164935 -0.0076835839752857436 0.012616515855978869 0.011016372789650935 -0.020658023243468771 0.013755034901620619 -0.022703444507655476 0.013346507086792201 0.0060527700152619148 -0.029682471253871252
leaf_weight=0.0010463160874243649 0.0011207885714133662 0.0017503717063424662 0.0011800974920409346 0.001022403083810991 0.0012993105800486737 0.0010111431173323582 0.0012557510787148639 0.0018535752308729281 0.0010498243387542169
leaf_count=461 287 234 580 315 282 193 150 212 186
internal_value=6.85746e-07 0.00469215 -0.00138534 -0.0030994 -0.000710871 -0.00373434 -4.96563e-05 -0.00430876 -0.0134713
internal_weight=0.0125896 0.00287116 0.00971842 0.00853832 0.00751592 0.00621661 0.00520547 0.00394972 0.00209614
internal_count=2900 521 2379 1799 1484 1202 1009 859 647
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=10
num_cat=0
split_feature=18 18 20 2 7 15 7 14 18
split_gain=7.14495e-06 4.09596e-05 2.84503e-05 2.34047e-05 3.99849e-05 3.77513e-05 1.89424e-05 2.32915e-05 1.49958e-05
threshold=13.24392582145 13.482409244300003 42.178283198950005 168.58119165855001 23.903127120600004 26.744537432900007 24.176224535650004 315.57679249195007 12.918470885650002
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 -3 -6 -5 -8 -1
right_child=1 3 -4 6 5 -7 7 -9 -10
leaf_value=-0.0050383832897599283 0.01811944931436834 -0.021241621949938481 -0.014977977335410252 0.012785487754127359 -0.01069358577224468 0.01490401172788792 0.010172220281510743 -0.0086168441949439293 0.012201237362861465
leaf_weight=0.0010011262285747318 0.0012700123132184391 0.0012931166446291152 0.0013807004659721076 0.0015116414994116372 0.0012966709256570577 0.0010368474256093885 0.001095278477586841 0.0016592290244632981 0.0010172545697236246
leaf_count=203 180 236 321 315 446 190 293 556 160
internal_value=-8.01662e-07 0.00145178 -0.00391647 -0.00123019 -0.0071363 0.000680142 0.00379058 -0.00114572 0.00365031
internal_weight=0.0125619 0.0091628 0.00339908 0.00789278 0.00362663 0.00233352 0.00426615 0.00275451 0.00201838
internal_count=2900 2216 684 2036 872 636 1164 849 363
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=11
num_cat=0
split_feature=7 18 18 15 20 23 22 9 23 21
split_gain=7.54613e-06 1.99242e-05 3.12246e-05 1.76454e-05 1.72363e-05 2.20908e-05 2.97586e-05 2.84443e-05 3.21838e-05 1.71747e-05
threshold=20.778835947700006 13.24392582145 13.482409244300003 38.469938489650012 45.027406014450008 0.083905000000000021 -0.053019999999999991 203.09362050815002 0.09642000000000002 4.6945295958000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -4 8 -7 -9
right_child=1 2 4 -5 -6 7 -8 9 -10 -11
leaf_value=0.0076029840346698331 0.0004183381824344421 0.016360200188523698 -0.022618524612031142 -0.016732616401277017 0.010609530517512292 -0.018144530331124644 0.0011713699818763081 0.00054095146264027637 0.0058913643444462637 0.01789430970680219
leaf_weight=0.0011821155609294852 0.0011098847765917651 0.0012047008389023672 0.001107865545260617 0.0013054070789620788 0.0011060744523873475 0.0011954807917829388 0.0010008064424824495 0.0011815018005266057 0.0010431945683194587 0.0011025276506766487
leaf_count=396 148 162 365 204 351 319 234 259 202 260
internal_value=-8.25128e-07 -0.000792252 0.00138452 -0.00885134 -0.00094715 -0.00287474 -0.0113275 0.00106629 -0.00694411 0.00891762
internal_weight=0.0125396 0.0113574 0.00894215 0.00241529 0.00773745 0.00663138 0.00210867 0.0045227 0.00223868 0.00228403
internal_count=2900 2504 2152 352 1990 1639 599 1040 521 519
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=10
num_cat=0
split_feature=9 20 18 9 2 6 6 6 15
split_gain=8.33458e-06 3.05487e-05 2.65299e-05 2.81351e-05 8.33666e-05 5.1677e-05 4.22007e-05 7.50271e-05 3.4289e-05
threshold=63.748083991300007 43.45354240915001 12.903279561150002 197.58039077460003 103.98563613345001 16.415383542800004 14.855347092800002 13.825323026450002 39.283112803100003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5 -6
right_child=1 -3 3 5 8 -7 -8 -9 -10
leaf_value=-0.0065592111188016999 -0.016304396439803335 0.015084672474331769 0.029058578748729733 0.010042643027851936 -0.015647377112671886 -0.022060084831135141 0.015435300150389195 -0.02508908258108461 0.0092440923452143647
leaf_weight=0.0016781562356185014 0.0010105671508799279 0.0013507294407347362 0.0012014607772791218 0.0013115917781310478 0.0011483942468239585 0.0011962465764250737 0.0014200350054543731 0.0011329854503495662 0.0010681856525697779
leaf_count=720 255 298 148 417 282 181 188 229 182
internal_value=-1.22361e-06 0.00101401 -0.000988807 0.000836599 0.00784595 -0.00389743 0.00172461 -0.00623982 -0.003652
internal_weight=0.0125184 0.0108402 0.00948947 0.0084789 0.00341804 0.00506086 0.00386461 0.00244458 0.00221658
internal_count=2900 2180 1882 1627 612 1015 834 646 464
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=10
num_cat=0
split_feature=18 17 17 6 5 13 3 23 9
split_gain=7.21546e-06 1.72171e-05 2.94109e-05 2.76625e-05 2.64402e-05 4.84644e-05 4.33218e-05 4.06655e-05 3.00424e-05
threshold=17.140917755100002 182.28951942140003 173.53196984515003 13.665319288000001 17.671168838450004 112.82921081865001 92.913112988300014 0.088165000000000021 201.11092673680002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 8 -8 -7
right_child=-2 3 -4 4 5 6 7 -9 -10
leaf_value=-0.0028994284365545749 0.0074472173525522729 -0.014737923559635416 0.019643241656439128 0.014777184836818219 -0.021651218004554149 0.00068517156948163095 0.0074947818205171809 -0.015624042128189602 0.024604006910415206
leaf_weight=0.0013421991830234997 0.0011778953616913548 0.0015909024957023446 0.0010175133046667487 0.0010164558746367236 0.0011025688394519766 0.0010605042104288027 0.0013004732923702911 0.0018335750410804585 0.0010401527566186175
leaf_count=466 528 569 220 153 277 109 179 273 126
internal_value=-1.0452e-06 -0.000777143 0.00682102 -0.00278164 -0.000195022 -0.00259646 0.00141698 -0.00603089 0.0125287
internal_weight=0.0124822 0.0113043 0.00235971 0.00894463 0.00735373 0.00633727 0.00523471 0.00313405 0.00210066
internal_count=2900 2372 686 1686 1117 964 687 452 235
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=10
num_cat=0
split_feature=21 23 21 23 18 16 10 17 3
split_gain=7.16176e-06 2.13923e-05 4.3018e-05 2.88376e-05 3.45879e-05 2.68761e-05 4.30758e-05 2.61204e-05 1.41873e-05
threshold=1.2219980417000003 0.070195000000000021 11.007427546000001 0.088565000000000019 13.788608055100001 22.634947069650003 71.343613407700005 193.01551328760004 87.544262101800015
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -3 6 7 -5 -1
right_child=1 3 -4 5 -6 -7 -8 -9 -10
leaf_value=0.01101651820199826 -0.022732341581433595 0.021861091082795894 0.0051985463499809722 0.019267445642021416 0.00037865350557402439 -0.017822017528178885 -0.015980690691128254 -0.0022946251479617316 -0.0036991677692996376
leaf_weight=0.001501707443700327 0.0011987197736047974 0.0012072576198370539 0.0010211546894192958 0.001107500195648925 0.0019765073008707768 0.0010625910692316307 0.0010786880933790653 0.0011402678428365509 0.0011621533624777067
leaf_count=450 401 171 204 167 588 154 348 185 232
internal_value=-7.79102e-07 -0.00125137 -0.00988398 0.00127917 0.00852462 -0.0039766 0.00044613 0.00832925 0.00459656
internal_weight=0.0124565 0.00979269 0.00221987 0.00757281 0.00318376 0.00438905 0.00332646 0.00224777 0.00266386
internal_count=2900 2218 605 1613 759 854 700 352 682
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=10
num_cat=0
split_feature=5 16 21 21 16 9 9 23 7
split_gain=7.43342e-06 2.76192e-05 3.02484e-05 5.50974e-05 3.25803e-05 1.94739e-05 3.46233e-05 7.35078e-05 3.6236e-05
threshold=20.766972852450003 20.784951395750003 2.6263314141000005 5.7087410616000005 22.614947116400003 210.97856947250003 202.80137809380003 0.075065000000000021 24.437987282900004
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 7 -1 -9
right_child=1 2 3 4 -6 -7 -8 8 -10
leaf_value=0.018382804872722619 -0.016175460085852352 0.013569625367530825 -0.023780671803165589 0.015653320620006957 -0.0081107568939228995 -0.0095300891010108961 0.020262095512032799 -0.00019090395407643043 -0.023825121027172408
leaf_weight=0.0015171939188861785 0.0011923044723620834 0.0013387970660342784 0.0010054234783505034 0.0012034668811928551 0.0011081294769068714 0.0011481884203342176 0.0011438899400590683 0.0017423091606980896 0.0010335443686448457
leaf_count=363 484 158 154 145 170 332 259 328 507
internal_value=-7.75721e-07 -0.00259541 0.000882297 -0.00423849 0.00426133 0.00230347 0.00480251 0.000683278 -0.00899072
internal_weight=0.0124332 0.00584812 0.00465582 0.00331702 0.0023116 0.00658513 0.00543694 0.00429305 0.00277585
internal_count=2900 1111 627 469 315 1789 1457 1198 835
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=10
num_cat=0
split_feature=7 0 23 22 22 0 6 21 6
split_gain=8.00756e-06 1.60979e-05 1.16005e-05 2.47774e-05 4.16387e-05 3.08262e-05 2.73428e-05 3.5696e-05 2.9496e-05
threshold=20.778835947700006 85.716110573100011 0.11308000000000003 -0.024989999999999998 -0.079824999999999993 94.776214472700005 11.495268585100002 4.3636502323000004 16.245379570700006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 -3 -8 -9
right_child=1 2 -4 5 -6 -7 7 8 -10
leaf_value=0.0078677401803129484 -0.011558223653160485 -0.016009792230445286 0.010630237455075174 -0.020874974767455208 0.014625763576347478 0.0027951359023195513 -0.0096382836306806389 -0.0014738322087538224 0.022540941420390384
leaf_weight=0.0011711602067636983 0.0012420196537108073 0.0011616302201934666 0.0010179214091479644 0.0011786056004099133 0.0019661585786953407 0.0010319213849033309 0.0015874098305479378 0.0010392759897313239 0.0010070454915243263
leaf_count=396 260 557 185 219 308 351 263 246 115
internal_value=-9.81301e-07 -0.000821453 0.000513414 -0.000634388 0.00237036 -0.00982526 -0.00265451 0.0016149 0.0103444
internal_weight=0.0124031 0.011232 0.00998997 0.00897205 0.00676152 0.00221053 0.00479536 0.00363373 0.00204632
internal_count=2900 2504 2244 2059 1489 570 1181 624 361
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=9
num_cat=0
split_feature=18 9 20 6 10 5 8 0
split_gain=7.85572e-06 3.76518e-05 3.31529e-05 3.0818e-05 3.24539e-05 2.82421e-05 2.19894e-05 7.42431e-05
threshold=14.732667293750003 210.70699256735003 41.792045663550006 14.71534382165 66.318885161900013 21.197160116700001 8.543332867800002 86.20003303655001
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 -7
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.015767906987296448 -0.0011729737780991566 -0.012608496848395099 0.02002805592281251 -0.015198101685159221 0.016361356146279187 -0.0062602340598292179 -0.007952590082696406 0.025615966967834736
leaf_weight=0.0013197261426607897 0.0014742351093701253 0.0010509674675968205 0.0014760739555765676 0.0012864958141769467 0.001136243646897391 0.001819836953588976 0.0015972987338980383 0.0012208492765795054
leaf_count=388 570 334 449 142 147 500 243 127
internal_value=-8.58224e-07 0.00364447 0.00943415 -0.00174133 0.000880386 -0.00208868 0.00154765 0.0065382
internal_weight=0.0123817 0.00400128 0.00295031 0.00838045 0.00706072 0.00592448 0.00463798 0.00304069
internal_count=2900 1353 1019 1547 1159 1012 870 627
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=9
num_cat=0
split_feature=13 16 12 14 9 9 23 23
split_gain=9.11449e-06 1.58776e-05 4.12841e-05 2.3497e-05 2.07498e-05 2.76799e-05 3.98643e-05 3.54492e-05
threshold=95.870416931800023 15.919962772200003 179.95305839630004 307.90126551520001 186.67271206880002 195.51131808980003 0.094415000000000013 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 -7
right_child=1 3 -4 -5 5 6 -8 -9
leaf_value=-0.0079415541408534903 -0.0048180380361719363 0.010913207044190271 0.023391526634415773 -0.011739454672895356 -0.011118706739519162 0.0097770361404692103 0.017534070236222353 -0.015204400132136302
leaf_weight=0.0012938004896602641 0.0010740639402666485 0.0017812216815582963 0.0010034843717321024 0.0016339743653724093 0.001942712160003808 0.0010111973765449256 0.0013198550292501101 0.0012961081705376576
leaf_count=773 245 411 196 401 261 150 237 226
internal_value=1.76986e-07 0.000928982 0.00880757 -0.000892723 0.00151825 -0.00148622 0.00367295 -0.00425606
internal_weight=0.0123564 0.0110626 0.00207755 0.00898507 0.00735109 0.00556987 0.00362716 0.00230731
internal_count=2900 2127 441 1686 1285 874 613 376
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=10
num_cat=0
split_feature=6 6 21 2 12 16 5 20 5
split_gain=7.52418e-06 2.7076e-05 2.35489e-05 3.63644e-05 3.86783e-05 3.59344e-05 4.74839e-05 3.57635e-05 2.98204e-05
threshold=16.575387281250006 16.505385645700006 15.568130226050002 266.28898953815008 207.71672397260002 15.444963882950001 20.766972852450003 38.771633980050005 19.861308675400004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -6
right_child=-2 -3 -4 -5 8 6 -8 -9 -10
leaf_value=-0.019022838951774989 0.0065902495245559432 -0.016521411082673753 0.015041509934896238 -0.016380480789506491 0.025668856472709514 -0.0054745777655137188 -0.013019824386115273 0.017699466503879355 0.0015713998744934982
leaf_weight=0.0010831866776632466 0.0015193577816336361 0.0010092397779565615 0.0010226911850990108 0.001307116208390368 0.0010070984033604038 0.0010692274881136526 0.0015047524261753709 0.0017656096665834287 0.0010478537158528055
leaf_count=508 395 153 188 430 288 170 209 344 215
internal_value=6.52794e-07 -0.000924942 0.000680005 -0.000991896 0.00169805 -0.00272925 0.00133772 0.00895881 0.0133812
internal_weight=0.0123361 0.0108168 0.00980754 0.00878484 0.00747773 0.00542278 0.00433959 0.00283484 0.00205495
internal_count=2900 2505 2352 2164 1734 1231 723 514 503
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=9
num_cat=0
split_feature=13 21 5 22 16 22 22 8
split_gain=8.59446e-06 1.40546e-05 4.89544e-05 4.68149e-05 4.23534e-05 3.85564e-05 3.95061e-05 4.2084e-05
threshold=95.870416931800023 8.5501791199000028 15.299679811400003 -0.095019999999999993 18.594956516900002 -0.10965999999999999 -0.071129999999999985 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 -6 -7 -8
right_child=1 3 4 -5 5 6 7 -9
leaf_value=-0.0077335846276014994 0.021360461419669699 -0.020436975727612713 -0.016185720554184775 0.0046768724975620431 0.017894460690687328 -0.013209270597165194 0.01989672090046616 -0.0077024988165855113
leaf_weight=0.0012864941722279697 0.0012452079614360418 0.0011857475378559135 0.0013323509949009996 0.0019845927595115503 0.0014142248371620293 0.0016348489824929598 0.0012070028449795364 0.0010188545940554156
leaf_count=773 260 277 444 393 204 238 167 144
internal_value=9.61744e-07 0.000903674 0.00317255 -0.00471603 -0.000255137 0.00376864 -0.00140583 0.00726357
internal_weight=0.0123093 0.0110228 0.00785249 0.00317034 0.00660728 0.00527493 0.00386071 0.00222586
internal_count=2900 2127 1457 670 1197 753 549 311
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=9
num_cat=0
split_feature=15 13 22 0 22 5 22 17
split_gain=8.38786e-06 2.24492e-05 2.14435e-05 3.05868e-05 2.98676e-05 2.92859e-05 5.45421e-05 4.66812e-05
threshold=43.132842597400007 117.61735474900001 -0.024989999999999998 94.776214472700005 -0.062629999999999991 22.000536998450006 -0.096499999999999989 192.2469332606
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.016916235103352949 0.00761423898603392 -0.012823174342078518 -0.019287291447362704 0.0037959027658457378 0.018869008912548099 0.013244382092509104 -0.017207904918861407 -0.0077917108014941439
leaf_weight=0.0015907922439613582 0.0012946855930460787 0.0013798499208660464 0.001134976423052199 0.0011614885046258247 0.0010738285215398918 0.0014534656624882857 0.0017211227221541887 0.0014724272000438618
leaf_count=409 264 203 303 392 175 281 397 476
internal_value=1.23531e-06 -0.000895788 0.000817142 -0.00761245 0.00346474 0.000812918 -0.00296372 0.00503963
internal_weight=0.0122826 0.010988 0.0096081 0.00229646 0.00731164 0.00623781 0.00478434 0.00306322
internal_count=2900 2636 2433 695 1738 1563 1282 885
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=9
num_cat=0
split_feature=3 0 10 21 16 5 16 5
split_gain=8.35213e-06 2.30055e-05 2.80519e-05 2.36172e-05 6.51639e-05 3.05189e-05 2.75418e-05 2.14842e-05
threshold=93.770731131900007 86.530713386650021 64.434276012450013 5.977284140550001 15.689963310050002 15.299679811400003 18.684956306450005 24.779543538450003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 -2
right_child=7 2 3 4 -6 6 -8 -9
leaf_value=-0.012516192360283002 0.012785769088988179 0.013144745499204439 0.014324965992106886 0.0036747665101269063 -0.029153110874277344 -0.015645751585190461 0.0050049050469542942 -0.0055715127133922548
leaf_weight=0.0015505203631451829 0.0015065767713953503 0.0014958252033818739 0.0014487595617791024 0.0014878161726784595 0.0010186860125444702 0.001119295908019742 0.001526820580075583 0.0011052279192684915
leaf_count=216 241 189 587 497 349 239 196 386
internal_value=1.05145e-06 -0.00135701 0.000779843 -0.00202196 -0.00966705 0.00265766 -0.00373023 0.00501758
internal_weight=0.0122595 0.00964772 0.0080972 0.00660138 0.0025065 0.00409488 0.00264612 0.0026118
internal_count=2900 2273 2057 1868 846 1022 435 627
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=9
num_cat=0
split_feature=16 16 20 14 22 12 4 2
split_gain=9.63386e-06 1.79714e-05 2.16478e-05 5.30076e-05 3.02695e-05 3.51e-05 2.48289e-05 2.15806e-05
threshold=13.534968349350001 15.549963637400003 41.621607100200002 279.92507423175005 -0.071129999999999985 144.78335471795 207.98441978950004 107.21413536925002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 7 -6 -4 -3
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-0.0075950105195399216 0.010609229436976854 0.0074121499717350508 -0.0072079131445002944 -0.022545408347720147 -0.0020072353589980492 0.021859317623626792 0.012641833138152245 -0.010807320126217932
leaf_weight=0.0014695227279048128 0.0016590301979427869 0.0010582443357016746 0.0013427370015260715 0.001330936266402872 0.0010949678220223765 0.0014093233390159998 0.0011874181966046726 0.0016857127110017759
leaf_count=800 348 169 248 354 150 211 284 336
internal_value=9.13585e-08 0.00103657 -0.000706843 -0.00639034 0.00347446 0.011424 0.0021077 -0.00378073
internal_weight=0.0122379 0.0107684 0.00910934 0.00386109 0.00524825 0.00250429 0.00253016 0.00274396
internal_count=2900 2100 1752 886 866 361 532 505
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=9
num_cat=0
split_feature=13 22 9 20 0 23 4 9
split_gain=8.22585e-06 1.03812e-05 3.7704e-05 4.81754e-05 3.3854e-05 3.36617e-05 3.27707e-05 4.30121e-05
threshold=95.99139754765001 -0.08459499999999999 204.09084027260005 39.685256516350002 86.280686780500005 0.083185000000000023 266.97556800805006 198.78883073475004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2 7 -7
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.0074344904027480634 -0.0075003301640371341 0.017140546994402671 -0.015277114431862596 -0.01944845709367049 0.0041797810456471246 0.014649938844072528 0.024121915671535418 -0.01173369079873259
leaf_weight=0.0013266164137794049 0.0017056985341284293 0.0015092738071581843 0.0015641669015621362 0.0010248216618278256 0.00148512619213516 0.0014373503972385003 0.0010806652976946595 0.0010838388594813231
leaf_count=784 487 203 340 243 252 190 216 185
internal_value=1.21746e-07 0.000905726 -0.00210443 0.003022 -0.00546772 0.00407232 0.00955269 0.00330783
internal_weight=0.0122176 0.0108909 0.00558339 0.00401922 0.00250995 0.00530755 0.00360185 0.00252119
internal_count=2900 2116 1038 698 495 1078 591 375
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=10
num_cat=0
split_feature=7 14 2 12 10 0 21 21 6
split_gain=9.25182e-06 1.41493e-05 1.89456e-05 1.66328e-05 2.97408e-05 6.25394e-05 3.30762e-05 5.08649e-05 3.05283e-05
threshold=20.778835947700006 161.53444867420004 86.011634045550025 129.90914191640005 61.944763783650011 86.530713386650021 1.9231529451500002 4.2495965418000008 13.200308423050002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9
right_child=1 2 3 4 5 6 7 8 -10
leaf_value=0.0085140068788342235 -0.011411952165681574 0.013201485483479195 -0.012679335350240656 0.016563906865257518 -0.023182293166151061 -0.010672585864073986 0.02641824186910623 -0.0098270127914031769 0.0098370115060167507
leaf_weight=0.0011555241727326812 0.0011455406806320208 0.0010247163108893015 0.0010982161824098658 0.0010002065153406963 0.0011477245034654023 0.0014344389461678278 0.0010141228381362766 0.001475906560254322 0.001697620921112919
leaf_count=396 141 166 233 152 250 437 217 618 290
internal_value=5.56559e-07 -0.000890643 0.000327658 -0.0011599 0.000468258 -0.00190979 0.00243289 0.00692205 0.0006919
internal_weight=0.012194 0.0110385 0.00989295 0.00886824 0.00777002 0.00676981 0.00562209 0.00418765 0.00317353
internal_count=2900 2504 2363 2197 1964 1812 1562 1125 908
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=9
num_cat=0
split_feature=22 22 16 10 16 23 2 23
split_gain=8.23959e-06 3.39564e-05 2.8934e-05 2.45831e-05 2.57936e-05 4.66775e-05 4.02891e-05 7.83288e-05
threshold=-0.24103499999999997 -0.156745 14.184966829400002 75.403185184700007 22.624947093000003 0.087725000000000011 107.21413536925002 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 -8
right_child=1 2 3 -5 5 -7 7 -9
leaf_value=-0.0070243157193222161 0.014782247776818948 -0.017369555226398204 0.0052371690928024886 0.014896684571761843 0.022649195981375006 -0.0056625935803115025 -0.026617233480938026 0.0078195260921440617
leaf_weight=0.0014681348448832557 0.0015250315210649937 0.0010020834922609403 0.0019734812567029029 0.0010528402751040092 0.0010599368493746794 0.0012923697876599672 0.0017242714201533109 0.0010706232577880614
leaf_count=471 351 537 280 291 138 194 461 177
internal_value=7.62213e-07 0.000964608 -0.00133195 0.000634276 -0.00147452 0.00709455 -0.00570176 -0.0134258
internal_weight=0.0121688 0.0107006 0.00917561 0.00817352 0.00712068 0.00235231 0.00476838 0.00279489
internal_count=2900 2429 2078 1541 1250 332 918 638
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=9
num_cat=0
split_feature=2 2 2 2 9 9 10 10
split_gain=7.31629e-06 1.87784e-05 1.72638e-05 2.2291e-05 2.72242e-05 4.62071e-05 3.52553e-05 2.01878e-05
threshold=91.18717909130001 72.843776848050013 122.26439358135001 145.11127223590003 70.238863950400017 194.81758439455004 67.203387886850024 62.106071271500007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 7 -7
right_child=2 -3 3 4 5 6 -8 -9
leaf_value=0.0025364275700519925 0.00993237250186145 -0.014525754975029654 -0.014532629531461019 0.011843150614420154 -0.02085508745818633 0.0017510059755760179 -0.0095453081485327926 0.02058798803764763
leaf_weight=0.001531401529244459 0.0018608946697299365 0.0011144700745549406 0.0010247467167017995 0.0017915331861311761 0.0010762673771826494 0.0012423417812640518 0.0014502511386402959 0.0010496183806236285
leaf_count=204 408 204 276 647 381 189 447 144
internal_value=1.12086e-08 -0.00465035 0.00129579 -0.00080929 0.00131823 -0.00259498 0.00265666 0.0103775
internal_weight=0.0121415 0.00264587 0.00949565 0.00763476 0.00661001 0.00481848 0.00374221 0.00229196
internal_count=2900 408 2492 2084 1808 1161 780 333
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=10
num_cat=0
split_feature=9 20 20 5 15 15 22 17 20
split_gain=7.53806e-06 2.83954e-05 1.90134e-05 1.79544e-05 2.98337e-05 2.80557e-05 5.08482e-05 2.56248e-05 1.82985e-05
threshold=63.748083991300007 43.19689381845 42.541806567400009 15.299679811400003 31.000143748900005 38.469938489650012 -0.071129999999999985 193.27174326030004 39.685256516350002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 8 -7 -5 -6
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.0063034717234441403 0.011367733349429889 0.013266024514851305 -0.013757270848557383 -0.00034756669437265622 0.020702937926829298 -0.017521601897342157 0.011401545130636301 -0.022795297609249403 0.0018799754357069342
leaf_weight=0.0016404907756951909 0.0012702413967638345 0.0015963312446381122 0.0010646447182627592 0.0010074663447783719 0.0010548604393012528 0.0013329070829220142 0.001117384204513263 0.0010268370637115873 0.001011881432146311
leaf_count=720 389 362 248 312 133 191 176 204 165
internal_value=-1.3319e-07 0.000986322 -0.00121962 0.000486962 -0.00162272 0.00290595 -0.00433204 -0.0116783 0.0114872
internal_weight=0.012123 0.0104826 0.00888622 0.00782158 0.00655134 0.00451703 0.00245029 0.0020343 0.00206674
internal_count=2900 2180 1818 1570 1181 665 367 516 298
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=10
num_cat=0
split_feature=2 2 14 22 22 22 16 3 6
split_gain=7.37242e-06 1.1622e-05 1.32786e-05 1.663e-05 5.13205e-05 4.32894e-05 4.26789e-05 5.52165e-05 2.35728e-05
threshold=67.628418476450022 82.092636011950006 192.04981134545002 -0.156745 -0.23557500000000001 -0.094344999999999998 22.624947093000003 89.324021384150015 13.705320222600003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 -7
right_child=1 2 3 5 -6 6 -8 -9 -10
leaf_value=-0.0081489122792881199 0.010622771682064882 -0.010647323446290486 -0.0049125921949530636 -0.020097568908433443 0.02330161367649429 -0.0033120620293322803 0.016480172912746827 -0.020498484236151557 0.016429064278443237
leaf_weight=0.0010170110949206867 0.0010760106702335419 0.0011062167373165283 0.0014441551876742328 0.0010739004705855888 0.0011645885603380288 0.0014286462230909303 0.0014569780428244188 0.0012850814279667597 0.0010490274888699694
leaf_count=144 156 230 465 371 253 561 222 288 210
internal_value=-3.55621e-07 0.000747273 -0.000314428 0.000969546 0.00768272 -0.0018131 0.00194872 -0.00367801 0.00504617
internal_weight=0.0121016 0.0110846 0.0100086 0.00890238 0.00260874 0.00629363 0.00521973 0.00376276 0.00247767
internal_count=2900 2756 2600 2370 718 1652 1281 1059 771
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=9
num_cat=0
split_feature=13 9 9 0 10 22 0 22
split_gain=7.6392e-06 1.25252e-05 3.1721e-05 1.96349e-05 2.97923e-05 2.29617e-05 4.17461e-05 3.1116e-05
threshold=95.870416931800023 216.18094582280003 207.37918994975004 94.964406541850011 65.630639880500027 -0.088099999999999998 86.345209775600011 -0.16297999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.0073303122830124003 0.0075914049955797397 0.011122027672163616 -0.015597409996857672 0.010681601273444141 -0.01262495081892118 -0.00072281599281930531 0.024101321078486719 -0.016471532883791839
leaf_weight=0.0012719784779096311 0.0010482587951025288 0.0010719646974109978 0.0011853415213197863 0.0019476765150920079 0.0015993333195173914 0.0017398258194353082 0.0011094022521547231 0.0011026607642689694
leaf_count=773 236 215 289 373 350 343 136 185
internal_value=-1.08203e-07 0.000862856 -0.000267118 0.00185893 -0.000744873 0.00305506 0.00894294 -0.00474437
internal_weight=0.0120764 0.0108045 0.0097325 0.00854716 0.00659948 0.00500015 0.00284923 0.00215092
internal_count=2900 2127 1912 1623 1250 900 479 421
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=9
num_cat=0
split_feature=17 2 21 21 20 17 6 18
split_gain=7.27218e-06 2.30603e-05 1.63397e-05 6.78451e-05 3.85605e-05 3.33715e-05 3.261e-05 4.07472e-05
threshold=201.78545703200004 205.16057895720004 2.8209976849000005 4.6945295958000006 40.79983011445001 192.00356210945003 16.465384711100004 13.713893333650001
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 -1 7 -6
right_child=1 -3 3 4 6 -7 -8 -9
leaf_value=-0.0014952544468476705 -0.014165471503989334 0.0051448374464939514 -0.025408526064033866 0.017397143929281014 0.017249137100011459 0.019192594701833349 -0.01558266281151751 -0.0071667660222001885
leaf_weight=0.0018855588987042628 0.0012792615574125194 0.0011971614339538704 0.0010136297772799429 0.0013533258431678626 0.0012530570245948818 0.0013295282866141855 0.0012423529973861706 0.0015038380391545125
leaf_count=481 357 347 261 261 222 223 290 458
internal_value=1.70855e-07 -0.00483041 0.0012487 -0.00168601 0.00280638 0.00705975 -0.00213107 0.00393069
internal_weight=0.0120577 0.00247642 0.00958129 0.0063662 0.00535257 0.00321509 0.00399925 0.0027569
internal_count=2900 704 2196 1492 1231 704 970 680
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=10
num_cat=0
split_feature=22 21 21 9 9 23 23 23 16
split_gain=7.30234e-06 2.94724e-05 6.29019e-05 2.2163e-05 3.70951e-05 2.0385e-05 3.38764e-05 4.27623e-05 3.06069e-05
threshold=-0.085734999999999992 8.3174718251500028 13.996357022800002 201.44620319810005 189.54401862130001 0.083415000000000031 0.094415000000000013 0.10500500000000003 19.134955254150004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 8 -7 -8 -2
right_child=5 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.012753686130253766 -0.0060440502603679742 -0.024074639107867571 0.010313487804138453 0.017316678808287984 -0.012639799249308151 -0.016537481689351843 0.01588135199899077 -0.012501653575316494 0.01807105757549491
leaf_weight=0.0013196925521506029 0.0010983260698733755 0.0010675818755873088 0.0010601275760779123 0.0014811276633516935 0.0010198227270558774 0.0018517149781994502 0.0010828149154497092 0.0010412621996516423 0.0010105608251653742
leaf_count=492 382 327 217 321 169 467 181 206 138
internal_value=5.77074e-08 0.00249158 -0.00694081 0.00774446 0.00168436 -0.00243564 -0.00665116 0.00196747 0.00551171
internal_weight=0.012033 0.00594835 0.00212771 0.00382064 0.00233952 0.00608468 0.00397579 0.00212408 0.00210889
internal_count=2900 1526 544 982 661 1374 854 387 520
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=9
num_cat=0
split_feature=16 14 15 20 21 12 6 6
split_gain=7.25055e-06 1.57644e-05 2.28406e-05 2.17392e-05 2.86914e-05 4.32622e-05 2.9515e-05 4.26604e-05
threshold=13.534968349350001 371.52535269000003 22.654569872000003 36.625813070500008 4.6354459407500004 128.46897642405003 16.465384711100004 16.265380038000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -6
right_child=1 -3 3 4 6 -7 -8 -9
leaf_value=-0.0066448602129650083 0.013786014121803487 -0.010186894381205399 0.013807407003495196 -0.025833454841109778 -0.00059593613638137108 -0.00028861524707679814 -0.0070569698344572947 0.026063718948595806
leaf_weight=0.0014445924068303652 0.0014526270618176436 0.0011420269033535048 0.0010168977947238042 0.0010364417335331499 0.0014576059460880695 0.0018399429253676478 0.001595243785828422 0.0010204284443833674
leaf_count=800 357 302 184 158 371 306 289 133
internal_value=-1.77962e-07 0.0009087 0.00225398 0.000151226 -0.00184699 -0.00949313 0.0035524 0.0103822
internal_weight=0.0120058 0.0105612 0.00941919 0.00796656 0.00694966 0.00287638 0.00407328 0.00247803
internal_count=2900 2100 1798 1441 1257 464 793 504
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=9
num_cat=0
split_feature=6 0 18 16 18 21 9 20
split_gain=7.59894e-06 2.85197e-05 1.94006e-05 2.79451e-05 2.20669e-05 4.18857e-05 2.88538e-05 3.60443e-05
threshold=16.575387281250006 85.716110573100011 13.482409244300003 22.584947186600004 14.732667293750003 2.9845679401500003 210.70699256735003 41.792045663550006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 -6
right_child=-2 2 4 -5 6 -7 -8 -9
leaf_value=-0.016450078762262607 0.0066930123936892912 0.019931546684910793 0.0061241481177967344 -0.002198269726485362 -0.0027986341728286918 -0.016991553696531794 -0.011114257406446693 0.019653741053627254
leaf_weight=0.0010661547174616376 0.0014860209377209202 0.0011376594849992908 0.0013009957119519749 0.001144855329059568 0.0014218765094112431 0.0019721636348852822 0.001017712131224085 0.0014382539457778653
leaf_count=249 395 151 182 154 569 425 330 445
internal_value=2.08401e-08 -0.00094724 0.000804856 0.00883176 -0.00175723 -0.00780366 0.00334636 0.00849184
internal_weight=0.0119857 0.0104997 0.00943352 0.00228251 0.007151 0.00327316 0.00387784 0.00286013
internal_count=2900 2505 2256 305 1951 607 1344 1014
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=9
num_cat=0
split_feature=9 20 4 20 4 13 18 15
split_gain=8.39263e-06 2.37833e-05 1.77787e-05 3.88001e-05 2.72524e-05 2.11551e-05 4.85204e-05 4.22514e-05
threshold=63.748083991300007 43.19689381845 271.57455041175007 41.21013581150001 169.46043282405003 108.36905878025001 13.685220395000002 39.702469286500012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 -7
right_child=1 -3 3 -5 5 6 -8 -9
leaf_value=-0.0066837521481475717 -0.0091605040877283037 0.01238711416912521 0.0032299977493113704 -0.019961979725482203 -0.0053379830524375631 -0.01305943057803117 0.028008628694449162 0.015290796071236516
leaf_weight=0.0016236655956480524 0.0015545989994282285 0.0015694737929388006 0.0015777209958472141 0.0013290276360968306 0.0011489189299380004 0.0010070805482902834 0.0010552877549623307 0.0010997479803657312
leaf_count=720 222 362 383 356 362 218 146 131
internal_value=2.1323e-07 0.00104959 -0.000978813 -0.00737387 0.00219029 0.0062835 0.010506 0.00173917
internal_weight=0.0119655 0.0103419 0.00877238 0.00290675 0.00586563 0.00431104 0.00316212 0.00210683
internal_count=2900 2180 1818 739 1079 857 495 349
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=9
num_cat=0
split_feature=22 17 17 10 13 0 6 2
split_gain=7.33825e-06 2.50124e-05 6.00605e-05 3.69844e-05 5.32064e-05 3.03088e-05 5.10936e-05 1.13083e-05
threshold=-0.24103499999999997 182.28951942140003 187.45953903175004 75.403185184700007 112.82921081865001 87.568458224950021 16.445384243750002 145.11127223590003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 -4 6 -6 -2
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-0.0066780119663679971 0.0033714907656481052 -0.023722718782884029 -0.017695107181317841 0.013819489119416342 -0.019708727732455616 0.016832732800408128 0.008728066827614572 0.018326609718031295
leaf_weight=0.0014459402741010393 0.0010026934323123426 0.0010605312988592975 0.0016119810845651996 0.0018842701551122498 0.0010196136203849645 0.001237589629118574 0.001661344722662545 0.001019903507709059
leaf_count=471 315 256 404 595 140 151 251 317
internal_value=8.18988e-07 0.000920733 -0.0014638 0.00171988 -0.0024025 0.00388844 -0.00208693 0.0109127
internal_weight=0.0119439 0.0104979 0.00847533 0.0074148 0.00553053 0.00391855 0.00268096 0.0020226
internal_count=2900 2429 1797 1541 946 542 391 632
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=9
num_cat=0
split_feature=13 22 23 17 7 9 22 6
split_gain=8.91785e-06 1.35672e-05 1.99116e-05 2.53861e-05 2.00994e-05 2.38652e-05 5.03336e-05 2.93857e-05
threshold=95.870416931800023 0.15675000000000003 1.0000000180025095e-35 182.28951942140003 25.396105459650006 197.58039077460003 -0.083794999999999994 16.375382608200002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.0079667344967565262 -0.0070674744820560511 -0.0093912900057202316 0.019205937774414206 -0.0067136069075981299 0.013310098914195155 0.0064622162746249051 -0.020767851163015286 0.014908036387846874
leaf_weight=0.0012568305315934407 0.0018738598499082725 0.0011358035244166337 0.0010098310976119854 0.0010464182179779835 0.0013054368956399581 0.0013626343120347229 0.0013527199107942478 0.0015741779366070443
leaf_count=773 534 207 189 237 298 225 212 225
internal_value=2.1049e-07 0.000939448 0.00217132 0.00443399 0.0021879 -0.000533136 -0.00710311 0.0062744
internal_weight=0.0119177 0.0106609 0.00952508 0.00765122 0.00664139 0.00533595 0.00271535 0.0026206
internal_count=2900 2127 1920 1386 1197 899 437 462
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=9
num_cat=0
split_feature=7 7 7 18 0 20 13 16
split_gain=7.70908e-06 1.97994e-05 1.80839e-05 2.76083e-05 1.55251e-05 2.45615e-05 3.47647e-05 3.1894e-05
threshold=21.725272673150005 22.689595575850003 23.124786352450005 13.713893333650001 90.337570099350003 38.238138001450004 98.362617618700014 15.689963310050002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8
right_child=1 2 3 4 5 6 7 -9
leaf_value=-0.0065411158355741144 0.010417343675897571 -0.011728774310975 0.015209903684328141 -0.012759559706257249 -0.012346627267866572 -0.0093312444400750118 0.024824057423281518 0.0021001996943171945
leaf_weight=0.0015647300435023175 0.0018329189304528261 0.0013347585132880025 0.0011412875572721767 0.0010567034202381125 0.0011332287914743756 0.001244088124896371 0.0010156795489155712 0.0015761279248261151
leaf_count=540 276 216 166 155 431 557 130 429
internal_value=2.36562e-07 0.000990624 -0.00104168 0.000948615 -0.00175246 0.000588238 0.00440955 0.0110052
internal_weight=0.0118995 0.0103348 0.00850187 0.00716712 0.00602583 0.00496912 0.0038359 0.00259181
internal_count=2900 2360 2084 1868 1702 1547 1116 559
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=9
num_cat=0
split_feature=22 23 23 23 15 3 5 2
split_gain=7.66509e-06 2.2822e-05 3.68501e-05 2.85895e-05 2.4389e-05 3.55358e-05 4.55352e-05 3.92604e-05
threshold=-0.24103499999999997 -0.17732499999999998 0.070195000000000021 0.080960000000000018 24.200063469100005 85.898925725950008 21.377246852200006 154.60082690140004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8
right_child=1 2 3 4 5 6 7 -9
leaf_value=-0.0068394707521421544 0.012196415781634917 -0.018859631645671504 0.01643080470560156 -0.014890009689267861 0.017063087558866676 -0.01603388119165115 0.017204442982255385 -0.0059105289868182859
leaf_weight=0.0014397324334307548 0.0015370920233557057 0.0010224657486892644 0.0010802604606174517 0.0010766489446905536 0.001169687027150164 0.0016048404867533284 0.001379785629451194 0.0015719145549648126
leaf_count=471 359 285 330 515 294 213 163 270
internal_value=7.70946e-07 0.000943834 -0.000998343 0.00131832 -0.00108146 0.00151483 -0.00247649 0.00489467
internal_weight=0.0118824 0.0104427 0.0089056 0.00788314 0.00680288 0.00572623 0.00455654 0.0029517
internal_count=2900 2429 2070 1785 1455 940 646 433
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=10
num_cat=0
split_feature=9 20 18 2 3 19 20 22 0
split_gain=7.14213e-06 1.87563e-05 2.01081e-05 2.3363e-05 2.68079e-05 4.00644e-05 3.23413e-05 2.43862e-05 7.7695e-06
threshold=63.748083991300007 43.812290675100009 12.903279561150002 122.26439358135001 93.308316333450009 13.451085274650001 41.21013581150001 -0.092864999999999989 93.262612545250008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 -7 -4 -9
right_child=1 -3 3 4 -6 6 -8 8 -10
leaf_value=-0.0061828688531788229 -0.013803984381505785 0.013958364234506603 0.019473362568372468 -0.011825422701565586 -0.016921823870201171 0.020754358066171895 -0.0022684194346616385 -0.004980824636596516 0.0074808090350658874
leaf_weight=0.0016136741353979982 0.001002999265401869 0.0010036457878297598 0.0011604722623301126 0.0015441478659587032 0.0010882410793540036 0.001170120040624445 0.0012750070958467141 0.0010002033767912005 0.0010010548253587513
leaf_count=720 273 233 210 518 275 171 180 125 195
internal_value=8.01507e-07 0.000974697 -0.000435242 0.00119219 -0.00300982 0.000785265 0.00874917 0.00794032 0.00125264
internal_weight=0.0118596 0.0102459 0.00924225 0.00823925 0.00507752 0.00398928 0.00244513 0.00316173 0.00200126
internal_count=2900 2180 1947 1674 1144 869 351 530 320
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=10
num_cat=0
split_feature=15 0 0 6 6 18 23 16 9
split_gain=7.74477e-06 2.11487e-05 2.605e-05 3.84556e-05 3.65474e-05 3.80623e-05 2.53646e-05 2.21292e-05 1.29745e-05
threshold=43.132842597400007 85.716110573100011 86.232294534150014 16.405383309150004 14.815346158200002 14.732667293750003 0.090720000000000023 13.534968349350001 198.65201223855004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 -6
right_child=-2 2 3 -5 8 6 -8 -9 -10
leaf_value=-0.011642374106040257 0.0074503377130419575 0.01525550269859648 -0.01830030437086631 -0.019012513702848292 0.0045555178763585632 -0.0034149379616050784 -0.010798069274885637 0.015890290337385357 0.020108786660200093
leaf_weight=0.0015566266762249816 0.0012485347576486347 0.0011195434999035645 0.0012396108859788141 0.0010350379377170871 0.0010518464398758809 0.0010290800267891932 0.0010621663842866128 0.0014036569840195634 0.0010943916759078576
leaf_count=466 264 120 373 135 114 501 416 351 160
internal_value=1.17945e-06 -0.000876895 0.000977804 -0.00104151 0.00166178 -0.00324518 0.00209474 0.00772392 0.0124863
internal_weight=0.0118405 0.010592 0.00903533 0.00791579 0.00688075 0.00473451 0.0034949 0.00243274 0.00214624
internal_count=2900 2636 2170 2050 1915 1641 1268 852 274
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=9
num_cat=0
split_feature=18 0 8 15 6 20 6 3
split_gain=6.90823e-06 1.83402e-05 1.85249e-05 3.45495e-05 3.005e-05 2.26432e-05 2.38797e-05 3.49891e-05
threshold=17.140917755100002 98.615332683000005 4.9461400813500012 28.566186095050004 15.185354803400001 38.771633980050005 16.505385645700006 92.913112988300014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.01016012250787432 0.0074684232054779299 -0.011612766792927331 0.016500322098663981 -0.015531174728677072 0.015831615302517997 0.017278079823724826 -0.010939921054779138 -0.0048213370201941547
leaf_weight=0.0013232194516952173 0.0011213527306164111 0.0013640188678997545 0.001463845867067542 0.0011046570894082119 0.0010397523621024085 0.0012545805119970057 0.0014771869799958875 0.0016701757765015671
leaf_count=595 528 517 229 277 106 156 235 257
internal_value=1.08729e-06 -0.000781672 0.000801223 0.00261195 -0.000493666 0.00255893 -0.00057612 0.00465826
internal_weight=0.0118188 0.0106974 0.00933342 0.0080102 0.00654635 0.0054417 0.00440194 0.00292476
internal_count=2900 2372 1855 1260 1031 754 648 413
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=9
num_cat=0
split_feature=17 2 10 13 5 10 8 17
split_gain=7.90715e-06 2.35422e-05 1.68732e-05 2.84075e-05 2.28531e-05 4.76991e-05 2.62971e-05 1.69858e-05
threshold=201.78545703200004 205.16057895720004 80.909147435850016 104.02719889955002 20.766972852450003 62.041548276350007 8.3434888241000014 188.07781354100004
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 7 -5 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.014587337528463917 -0.014606306217810184 0.0050687050114725891 0.012930377611355416 0.00072226008972118693 -0.0013470042151964359 -0.014806951950321116 0.021853117675064804 0.013918746995877329
leaf_weight=0.0011811881790970927 0.001255436900739975 0.001179558905748923 0.001104344932847866 0.0013216642239812226 0.0015194654593414533 0.001775934724577829 0.0010623255124084796 0.0014008311148467646
leaf_count=438 357 347 461 231 368 344 146 208
internal_value=1.30193e-06 -0.00507535 0.00132118 -0.000230684 0.00216443 -0.00188344 0.0101383 0.00597579
internal_weight=0.0118007 0.002435 0.00936575 0.00826141 0.00708022 0.00469623 0.00238399 0.0029203
internal_count=2900 704 2196 1735 1297 920 377 576
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=9
num_cat=0
split_feature=3 3 21 9 21 21 23 18
split_gain=6.86322e-06 2.01944e-05 1.4976e-05 4.29703e-05 6.47338e-05 4.21631e-05 3.40551e-05 3.35055e-05
threshold=93.770731131900007 94.92945658615001 3.2821610579500002 203.09362050815002 7.4080080539000006 1.9231529451500002 0.088165000000000021 14.073076155300003
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 7 -6 -1
right_child=1 -3 3 -5 6 -7 -8 -9
leaf_value=0.01079703621645297 0.012698531624592644 -0.0053384493661643474 -0.027002477633804135 0.0088603787371646543 0.0087285324531937592 0.02103090677131584 -0.014772049597469417 -0.012674324277621661
leaf_weight=0.0010284746151844747 0.0013891127942376601 0.0011221801844199541 0.0014447101451547963 0.0017118486864386899 0.001559574858037904 0.0010185708109923886 0.0010198714020048759 0.0014883025027500412
leaf_count=129 208 419 359 427 431 192 222 513
internal_value=1.34017e-06 0.00463864 -0.00125475 -0.00441002 -0.0100552 0.0038646 -0.000563218 -0.00308281
internal_weight=0.0117826 0.00251129 0.00927135 0.00573601 0.00402416 0.00353535 0.00257945 0.00251678
internal_count=2900 627 2273 1439 1012 834 653 642
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=9
num_cat=0
split_feature=7 18 16 5 5 16 15 9
split_gain=7.46997e-06 1.18092e-05 1.37796e-05 2.42302e-05 1.96292e-05 3.08995e-05 2.74507e-05 2.00702e-05
threshold=20.778835947700006 12.993406580100002 22.624947093000003 22.334016245700003 20.361635946650004 18.984955604900005 25.706584583850006 192.33792147965002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=0.0077872943085273124 -0.01070782374610321 0.0054839457962454173 0.0087199467829311133 -0.015306064116547214 0.01123186125117572 -0.016233296567959587 0.01574948983548 -0.010453272525157441
leaf_weight=0.0011151134873999486 0.0010838637676775778 0.0015426191556203988 0.0016172027313894636 0.0010832004629479537 0.0014255687793146756 0.0011847103081077393 0.0010857112399554288 0.0016200062886802392
leaf_count=396 162 709 248 219 227 178 287 474
internal_value=4.24259e-07 -0.000815449 0.000306213 -0.00140709 0.000788017 -0.00195233 0.00203013 -0.00267965
internal_weight=0.011758 0.0106429 0.00955902 0.00794182 0.00685862 0.00543305 0.00424834 0.00316263
internal_count=2900 2504 2342 2094 1875 1648 1470 1183
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=9
num_cat=0
split_feature=13 16 16 21 8 21 22 6
split_gain=7.41728e-06 1.00469e-05 2.05487e-05 2.14672e-05 4.29765e-05 3.0176e-05 5.74368e-05 1.79839e-05
threshold=95.870416931800023 15.919962772200003 18.634956423400002 12.103607123250002 8.1436447804000007 5.7087410616000005 -0.08725999999999999 16.355382140900002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8
right_child=1 2 3 -5 5 -7 7 -9
leaf_value=-0.0073045446441780647 0.0072934869695150647 -0.012483015323614595 0.021740853465187612 -0.010736470492656577 0.010874403368959409 0.011333256183197409 -0.025031440793471239 -0.0064098231394187286
leaf_weight=0.0012429304528476801 0.001974048752611598 0.0012472736109671268 0.0010980307546233359 0.0012128618519277644 0.0013211223484755783 0.0015723298770225352 0.0010463427371933927 0.0010282989005107185
leaf_count=773 441 587 210 190 174 236 142 147
internal_value=2.16872e-07 0.000864888 -0.000623499 0.00140866 0.00383696 -0.000120096 -0.0054233 -0.0158016
internal_weight=0.0117432 0.0105003 0.00852626 0.00727899 0.00606612 0.00496809 0.00339576 0.00207464
internal_count=2900 2127 1686 1099 909 699 463 289
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=10
num_cat=0
split_feature=7 15 21 23 0 13 22 17 12
split_gain=6.17586e-06 3.08578e-05 2.10049e-05 5.61412e-05 3.6595e-05 3.88332e-05 5.09108e-05 4.08494e-05 3.26604e-05
threshold=24.891451065550005 20.609775022200004 2.8209976849000005 0.079785000000000009 90.662873533100012 116.59305220125002 -0.088099999999999998 191.06791329340004 142.72328397895004
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 -7 -8 -5
right_child=1 -3 4 8 -6 6 7 -9 -10
leaf_value=0.02682049129448677 0.0068582426033080846 -0.013084722933140931 0.019277667447402138 -0.014528961998377353 -0.016254995272873111 -0.021029120227046633 0.019760260371952026 -0.0083981493472354753 0.010944440252062182
leaf_weight=0.001046523030126657 0.0014500578837863451 0.0016687295154613527 0.001029131658974859 0.0010019852385874245 0.0014017758512884088 0.0010520557796959407 0.0010546377579243242 0.0010072226498263753 0.0010113544511133662
leaf_count=225 671 462 291 155 428 199 151 150 168
internal_value=-1.26969e-08 -0.00381238 0.00138179 0.00803277 -0.00228849 0.00243699 -0.00312876 0.00600482 -0.00173299
internal_weight=0.0117235 0.00311879 0.00860469 0.00305986 0.00554482 0.00414305 0.00311392 0.00206186 0.00201334
internal_count=2900 1133 1767 548 1219 791 500 301 323
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=10
num_cat=0
split_feature=5 16 23 23 18 23 5 19 23
split_gain=7.42661e-06 3.38567e-05 2.59232e-05 2.93165e-05 1.90153e-05 2.39932e-05 3.41796e-05 3.21043e-05 1.66812e-05
threshold=20.766972852450003 20.784951395750003 0.085765000000000022 0.10273500000000002 13.954623666350001 0.087725000000000011 15.821180766350002 12.651020723000002 0.091975000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 8 -1 7 -7 -6 -4
right_child=1 2 3 -5 5 6 -8 -9 -10
leaf_value=0.013232656668083584 -0.018102378552357003 -0.010426283302596276 0.0042811121038132801 -0.0073077604022476969 0.00211833823406518 0.019853086395454175 -0.0052913906860175145 -0.019935836255828402 0.022475507260550344
leaf_weight=0.0012795843442740332 0.001130127922684852 0.001313609521899226 0.0010054088149319268 0.0010345651138874063 0.0016628358237722783 0.0010945111589421572 0.0010682343588769834 0.0010945283691372182 0.0010102346610972174
leaf_count=200 484 207 141 158 632 390 263 304 121
internal_value=5.79098e-07 -0.00267651 0.00131843 0.00637643 0.00237292 -0.000451394 0.0074336 -0.00663601 0.0134001
internal_weight=0.0116936 0.00549395 0.00436382 0.00305021 0.00619969 0.00492011 0.00216275 0.00275736 0.00201564
internal_count=2900 1111 627 420 1789 1589 653 936 262
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=8
num_cat=0
split_feature=13 9 9 0 10 23 23
split_gain=7.38832e-06 1.01782e-05 2.81755e-05 1.82208e-05 2.24741e-05 2.43597e-05 3.39887e-05
threshold=95.870416931800023 216.18094582280003 207.37918994975004 94.964406541850011 65.630639880500027 0.099010000000000029 0.083415000000000031
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0073057466932507425 0.0086647208702891106 0.010254187101728762 -0.01488858945313272 0.010514118868107943 -0.011204397825470972 0.014084101017946877 -0.011118036244958071
leaf_weight=0.0012372707820867595 0.0016497318098429962 0.0010399531633636929 0.0011427091608013648 0.0018808983176690601 0.001540548861657309 0.0013474553987780098 0.0018339348904740094
leaf_count=773 430 215 289 373 350 186 284
internal_value=7.56909e-07 0.000867065 -0.000171986 0.00186578 -0.000687184 0.00266655 -0.00174968
internal_weight=0.0116725 0.0104352 0.00939528 0.00825257 0.00637167 0.00483112 0.00348367
internal_count=2900 2127 1912 1623 1250 900 714
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=9
num_cat=0
split_feature=5 16 8 20 13 20 17 15
split_gain=6.60606e-06 2.79468e-05 2.38359e-05 3.4672e-05 2.11311e-05 2.18674e-05 2.74426e-05 1.96674e-05
threshold=20.766972852450003 20.784951395750003 8.543332867800002 41.43512228960001 108.36905878025001 40.742467179200005 191.55545126530004 31.506101402100004
decision_type=2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 -7 -6
right_child=1 2 -4 -5 7 6 -8 -9
leaf_value=-0.011277635636613752 -0.016577134836560727 0.020705862503676103 -0.0085965411336856139 -0.0022809851194592022 0.01973536521539572 -0.008859510994161034 0.012563751805343288 0.00057096113386833876
leaf_weight=0.0015630338109604205 0.0011250793782168235 0.0010807658092808481 0.0016012222360495647 0.0016702557932440076 0.0010841654918198884 0.0010095331537220732 0.0014665615932516265 0.0010581307595570189
leaf_count=631 484 141 246 240 150 381 459 168
internal_value=6.49102e-07 -0.0025281 0.00110366 0.00674962 0.00224136 -0.00201672 0.00382923 0.0102696
internal_weight=0.0116587 0.00547732 0.00435224 0.00275102 0.00618142 0.00403913 0.00247609 0.0021423
internal_count=2900 1111 627 381 1789 1471 840 318
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=9
num_cat=0
split_feature=7 0 20 16 0 9 9 9
split_gain=6.79274e-06 1.25505e-05 9.94334e-06 1.85044e-05 2.83845e-05 2.61023e-05 5.375e-05 2.55169e-05
threshold=20.778835947700006 85.716110573100011 43.19689381845 14.994964935250001 96.249489528150022 197.58039077460003 193.06224578400005 204.88165762580005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -7
right_child=1 2 -4 4 -6 7 -8 -9
leaf_value=0.0074693561513963728 -0.010542555008740561 -0.013237753930095519 0.0067103956432014973 -0.0080618150248569446 0.014043631912188579 -0.018419332911573796 0.022548714011803736 0.0012838394043843228
leaf_weight=0.0011025338710213941 0.0011706240260713008 0.0010967599885770632 0.0019912037520887277 0.0013328912284882866 0.0012929533960395105 0.0014334137261384772 0.0010070329066677874 0.0012139337007699702
leaf_count=396 260 586 567 195 298 204 139 255
internal_value=1.07234e-06 -0.000780233 0.00043964 -0.00125297 0.000840019 -0.00258303 0.00511204 -0.0093845
internal_weight=0.0116413 0.0105388 0.00936819 0.00737698 0.00628022 0.00498727 0.00233992 0.00264735
internal_count=2900 2504 2244 1677 1091 793 334 459
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=9
num_cat=0
split_feature=5 22 5 17 23 9 22 17
split_gain=6.68708e-06 1.1603e-05 2.20978e-05 1.62982e-05 5.17536e-05 4.64346e-05 4.62181e-05 2.63919e-05
threshold=10.718565385000002 -0.033594999999999993 18.038339912700003 192.2469332606 0.092425000000000021 195.51131808980003 -0.11911999999999999 201.59899553070002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 7 6 -2 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0076101886104033428 0.0073732068178264379 0.017816098233489685 -0.00055253882984915119 0.012782858968274278 -0.023917609297788051 0.016061943321863597 -0.018215750093102539 -0.0093298123224596387
leaf_weight=0.0010500386915433405 0.0014510394725860769 0.0010418707794183748 0.0017634652893713226 0.0011579346505515772 0.0011300267655820068 0.001644322403807269 0.0013744018113021838 0.0010109999382783355
leaf_count=709 386 221 411 222 252 283 205 211
internal_value=1.07544e-06 0.000756899 0.00626937 -0.00123369 -0.00656518 0.00270128 -0.00507423 0.00247554
internal_weight=0.0116241 0.0105741 0.00280534 0.00776873 0.00329896 0.00446976 0.00282544 0.00216893
internal_count=2900 2191 632 1559 685 874 591 433
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=10
num_cat=0
split_feature=7 21 21 3 0 13 22 17 22
split_gain=6.18372e-06 2.70654e-05 1.78576e-05 4.69945e-05 3.3746e-05 3.41747e-05 4.2994e-05 1.94729e-05 1.34599e-05
threshold=24.891451065550005 3.2403469905500004 2.8209976849000005 89.125075482450015 90.662873533100012 116.59305220125002 -0.088099999999999998 190.79973618785002 -0.085249999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 -7 -8 -3
right_child=1 8 4 -5 -6 6 7 -9 -10
leaf_value=0.022561452135217798 -0.017059361406817689 -0.0054907357912346369 0.018373683722514345 -0.0028109879099664026 -0.015500614818380843 -0.019268121379983148 0.015585362249492959 -0.0039517615450589084 0.010672093900985396
leaf_weight=0.001235408909457821 0.001030837732121022 0.0010062510935862027 0.0010242374245489202 0.001784392814516169 0.0013853191602681142 0.0010392916252360586 0.0010102042558865956 0.001030659427744357 0.0010558860257566514
leaf_count=216 451 374 291 332 428 199 149 152 308
internal_value=5.80258e-07 -0.00382867 0.00139241 0.00756894 -0.00200521 0.00254978 -0.00271211 0.00571889 0.0027852
internal_weight=0.0116025 0.00309297 0.00850951 0.0030198 0.00548971 0.00410439 0.00308016 0.00204086 0.00206214
internal_count=2900 1133 1767 548 1219 791 500 301 682
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=10
num_cat=0
split_feature=23 23 17 21 4 7 3 10 17
split_gain=6.6954e-06 1.72727e-05 1.97602e-05 1.75969e-05 3.15157e-05 2.40517e-05 6.14811e-05 3.4707e-05 3.67209e-05
threshold=-0.23958499999999999 -0.098985000000000004 180.19381692845005 1.9231529451500002 230.01759355790003 22.765858321950002 92.913112988300014 66.697957758300021 193.52305340940003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 -7 -9
right_child=1 2 3 5 -6 6 -8 8 -10
leaf_value=-0.0073442762343722172 0.013254994377025688 -0.013586073998393712 -0.018969684871305219 0.014856340973493016 0.0053566855270443386 0.019723439803277447 -0.020988053685597433 0.014055851768992279 -0.010720542865870562
leaf_weight=0.0011208906113036625 0.0010045785489379887 0.0010335471530662941 0.0010637153559534041 0.0014834278336077851 0.0010665467491687629 0.0012724537933357367 0.0010587987970572393 0.001011409289821102 0.0014641343851254859
leaf_count=360 260 418 177 234 311 156 209 239 536
internal_value=8.43577e-07 0.000788049 -0.000536679 0.00106503 -0.00679033 0.00372534 0.000290202 0.00630125 -0.000597887
internal_weight=0.0115795 0.0104586 0.00945403 0.00842049 0.00213026 0.00629022 0.0048068 0.003748 0.00247554
internal_count=2900 2540 2280 1862 488 1374 1140 931 775
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=9
num_cat=0
split_feature=23 10 5 7 17 20 17 2
split_gain=6.65137e-06 3.31076e-05 2.17427e-05 2.65e-05 2.39665e-05 2.59923e-05 2.19292e-05 1.78558e-05
threshold=0.099010000000000029 63.910026677050006 23.606333875400001 22.969987962250006 200.23903127160003 40.496232821400007 187.85189879645003 200.56137765870002
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 -1 -6
right_child=1 -3 -4 4 7 -7 -8 -9
leaf_value=0.00098401909166265906 0.015077102785096261 -0.0073336694828842214 -0.012136799509777129 0.0019892772415750614 -0.0036515030961329024 -0.016399197638351203 0.021076327110723849 0.0149856353472545
leaf_weight=0.0011875028827434669 0.0013844747246389078 0.0012583252755285778 0.0015343432699619032 0.0013536895584405182 0.0010538559035013287 0.0017787660720243472 0.0010011750292397148 0.0010036380227436666
leaf_count=260 201 320 508 360 285 502 153 311
internal_value=6.79325e-07 0.00440659 -0.00130572 0.000946537 -0.00294521 -0.00845262 0.0101749 0.00543962
internal_weight=0.0115558 0.0026428 0.00891297 0.00737863 0.00518995 0.00313246 0.00218868 0.00205749
internal_count=2900 521 2379 1871 1458 862 413 596
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=10
num_cat=0
split_feature=15 13 16 6 18 7 6 5 23
split_gain=5.90163e-06 2.0214e-05 1.99357e-05 1.96193e-05 2.02546e-05 1.48913e-05 3.16029e-05 3.11307e-05 3.60073e-05
threshold=43.132842597400007 117.61735474900001 22.604947139800004 16.395383075500003 13.482409244300003 23.824098587650003 14.755344756250002 15.941372635650001 0.087605000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.014480570986629202 0.0065804131953172938 -0.012434204671750758 0.014041898345747931 -0.012196567408342442 -0.010247963647462277 -0.0072349511750265773 0.017467120708305587 -0.017406080533185209 0.017533914875716827
leaf_weight=0.0010028261030973302 0.0012192230038767923 0.0013000133928637641 0.0010238531634279022 0.001266509857999594 0.0013188179324576344 0.0013543174145468082 0.0010027622075128306 0.0010147567137797631 0.0010358047544485579
leaf_count=187 264 203 134 343 348 597 157 286 381
internal_value=8.7942e-07 -0.000776464 0.000903781 -0.000778541 0.00137043 -0.000925437 0.00186397 -0.00273127 0.00349911
internal_weight=0.0115389 0.0103197 0.00901965 0.00799579 0.00672929 0.00572646 0.00440764 0.00340488 0.00239012
internal_count=2900 2636 2433 2299 1956 1769 1421 1264 978
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=9
num_cat=0
split_feature=6 0 7 7 18 5 23 21
split_gain=6.54151e-06 2.82149e-05 1.62192e-05 1.6266e-05 3.74807e-05 1.80738e-05 2.13181e-05 2.04753e-05
threshold=16.575387281250006 85.716110573100011 22.689595575850003 23.124786352450005 13.809421053700001 18.725555412050003 0.087530000000000011 4.9552152050000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=-0.016615507728022737 0.0063335682155988395 0.010471088936140752 -0.012484935063936178 0.017914234459497344 -0.016142795098051024 -0.011938253754087864 0.0088306700244053984 0.0035510009819394715
leaf_weight=0.0010257255399796885 0.0014289083356952255 0.0014768401067497767 0.0010580945869379174 0.0010784578107301684 0.0010096215898568847 0.0014761154637053259 0.0018596482516873608 0.0011065147031438793
leaf_count=249 395 314 154 143 362 319 570 394
internal_value=1.00567e-06 -0.000895698 0.000882977 -0.00098303 0.00088059 -0.00248889 0.00101944 -0.00584503
internal_weight=0.0115199 0.010091 0.00906529 0.00758845 0.00653036 0.0054519 0.00397578 0.00211614
internal_count=2900 2505 2256 1942 1788 1645 1326 756
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=9
num_cat=0
split_feature=21 21 21 17 17 9 12 20
split_gain=6.37495e-06 2.31053e-05 2.20079e-05 1.92555e-05 2.37863e-05 2.75161e-05 3.5285e-05 2.10471e-05
threshold=0.61177024580000017 1.9231529451500002 3.2821610579500002 184.84480138465003 192.2469332606 203.09362050815002 214.84291680595001 42.131954243650007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 6 -6 -5
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=0.0052294830927222639 -0.014623244075025492 0.013468773155028306 -0.010394336936175289 0.019720748968435634 -0.023280242904589368 0.0081736499962549794 0.0022455278316755099 -0.0004005954202635463
leaf_weight=0.0019387887446294062 0.0011100707592848974 0.0011674330613174111 0.0017704338140324778 0.0010788643927771445 0.0010706801499423511 0.0012689658810946247 0.0010957774780181585 0.0010032763593762351
leaf_count=582 220 240 597 167 252 335 276 231
internal_value=7.41165e-07 -0.00105905 0.000721725 -0.00132017 0.00159148 -0.00352009 -0.0103695 0.0100253
internal_weight=0.0115043 0.0095655 0.00845543 0.007288 0.00551756 0.00343542 0.00216646 0.00208214
internal_count=2900 2318 2098 1858 1261 863 528 398
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=10
num_cat=0
split_feature=7 18 18 20 6 12 5 9 15
split_gain=6.17683e-06 1.34807e-05 2.22151e-05 1.84914e-05 2.00028e-05 2.6889e-05 3.34629e-05 4.01098e-05 1.27065e-05
threshold=20.778835947700006 13.24392582145 13.482409244300003 45.027406014450008 11.765274893750002 114.86856072930001 18.725555412050003 202.37225149245003 38.469938489650012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 -4 -6 -7 -8 -2
right_child=1 2 3 -5 5 6 7 -9 -10
leaf_value=0.0071578667341495846 0.00060591900451543491 0.014351571230081489 -0.015874844391422505 0.011416027472142952 -0.013875702265670239 0.015205764403942286 0.0099105746909915748 -0.016060580953453849 -0.014626536357477708
leaf_weight=0.0010911828935357267 0.0010060570290451542 0.0010985001506352019 0.0010118743841155582 0.0010357126078053532 0.0011536520842852791 0.001501453655551481 0.0011224832013610924 0.0012646127958421127 0.0012018156501482735
leaf_count=396 148 162 674 351 192 316 198 259 204
internal_value=3.79896e-07 -0.000750871 0.00111899 -0.000931279 -0.00304362 -0.000468634 0.00350897 -0.00384817 -0.00768559
internal_weight=0.0114873 0.0103962 0.00818829 0.00708979 0.00605408 0.0050422 0.00388855 0.0023871 0.00220787
internal_count=2900 2504 2152 1990 1639 965 773 457 352
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=9
num_cat=0
split_feature=22 17 17 0 16 20 16 20
split_gain=6.88731e-06 2.40664e-05 5.08632e-05 3.04559e-05 2.9573e-05 1.93552e-05 2.93995e-05 2.03184e-05
threshold=-0.24103499999999997 182.28951942140003 187.45953903175004 101.83879398140002 18.634956423400002 39.134693790050008 22.624947093000003 41.986601436450009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=-0.0066068118334622703 0.010884596075561253 -0.022389955182182685 -0.016406604821001345 0.016355551807139653 0.01190233198890836 -0.019642631531158354 0.0092837711048530513 -3.5053724595277195e-08
leaf_weight=0.001386972810568674 0.001950558733178522 0.0010180442992776661 0.0010731092100101291 0.0011568760669055317 0.0013911439063790665 0.0010174933882435011 0.0013831956080232934 0.0010915644042782113
leaf_count=471 632 256 367 428 180 155 210 201
internal_value=1.49891e-07 0.000909066 -0.00148385 0.00150816 -0.00137551 0.00192752 -0.00204596 -0.00947641
internal_weight=0.011469 0.010082 0.00813143 0.00711338 0.00595651 0.0048834 0.00349225 0.00210906
internal_count=2900 2429 1797 1541 1113 746 566 356
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=9
num_cat=0
split_feature=13 22 22 22 23 20 21 4
split_gain=7.42554e-06 1.13631e-05 1.57953e-05 2.01907e-05 2.73066e-05 3.06466e-05 4.17163e-05 1.78285e-05
threshold=95.870416931800023 0.15675000000000003 -0.033594999999999993 -0.085734999999999992 0.083185000000000023 40.259171735100004 6.6145699112000012 250.44545574145002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -5
right_child=1 -3 -4 7 5 6 -8 -9
leaf_value=-0.0074013904007420974 -0.006810500850151841 -0.0088269225559240681 0.010879312344163644 -0.00021407682253294573 -0.0035141544812854492 0.030834614196175159 0.0023940445907656488 -0.016992397066349269
leaf_weight=0.0012121335709142306 0.0016031725760665399 0.0010796745062231017 0.00164985209139873 0.0015687267565298035 0.0012102508989821278 0.0010254102518293532 0.0010376127476168864 0.0010620873553779109
leaf_count=773 486 207 429 218 230 155 197 205
internal_value=-4.2406e-07 0.000875921 0.00201994 7.29382e-05 0.00388209 0.00911907 0.0165302 -0.00698766
internal_weight=0.0114489 0.0102368 0.00915711 0.00750726 0.00487645 0.00327327 0.00206302 0.00263081
internal_count=2900 2127 1920 1491 1068 582 352 423
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=8
num_cat=0
split_feature=22 23 12 17 5 22 22
split_gain=6.40553e-06 2.37315e-05 2.43056e-05 5.26091e-05 3.15059e-05 5.59062e-05 5.7319e-05
threshold=-0.24103499999999997 -0.17732499999999998 184.58092739055004 199.88268747760003 21.850554661550003 -0.10098 -0.058529999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.006383319470945413 0.012516945347006309 0.017889659930603961 -0.019448963221723448 0.0051635511546275414 0.01685534970646875 -0.025505957740703078 0.0037795821075906643
leaf_weight=0.0013817418192459538 0.0014918977030118951 0.0010849740078197642 0.0018025275844320856 0.0016759125446045614 0.0012761984986305128 0.0011828659742995707 0.0015364354673849888
leaf_count=471 359 219 623 427 250 220 331
internal_value=6.83354e-07 0.000878328 -0.00115039 -0.00759065 0.00325905 -0.00130202 -0.0089593
internal_weight=0.0114326 0.0100508 0.00855891 0.00347844 0.00508047 0.00380428 0.0027193
internal_count=2900 2429 2070 1050 1020 770 551
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=9
num_cat=0
split_feature=5 5 6 5 21 16 22 5
split_gain=6.70601e-06 1.01024e-05 1.94256e-05 1.90514e-05 2.22503e-05 3.83845e-05 3.34853e-05 2.45938e-05
threshold=10.718565385000002 13.922841871800001 13.665319288000001 17.671168838450004 5.7087410616000005 22.634947069650003 -0.088099999999999998 20.766972852450003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 -5
right_child=1 2 3 4 6 -7 -8 -9
leaf_value=-0.0077105976659043382 0.010272169105907511 -0.012749169428686228 0.013744681739064256 -0.0022744376161648416 -0.0055649529326728502 0.0082681910980478227 0.014539970221883801 -0.022021034820458717
leaf_weight=0.0010264937586964571 0.0010085240393558218 0.0010994879141736939 0.0010858328093314995 0.0011793874446467967 0.0015061197322660865 0.0013059171669871084 0.0018410739713602166 0.0013557963831825899
leaf_count=709 244 382 171 184 301 182 351 376
internal_value=-1.32948e-07 0.000762209 -0.000260984 0.00139848 -0.000466485 -0.00566007 0.00549346 -0.0128348
internal_weight=0.0114086 0.0103821 0.00937362 0.00827413 0.00718829 0.0038411 0.00334719 0.00253518
internal_count=2900 2191 1947 1565 1394 742 652 560
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=8
num_cat=0
split_feature=2 16 23 23 23 22 23
split_gain=6.50394e-06 2.41392e-05 1.87755e-05 4.29369e-05 2.70204e-05 2.01516e-05 2.01445e-05
threshold=248.59864686230003 14.184966829400002 0.088565000000000019 0.094415000000000013 0.085495000000000029 -0.081844999999999987 0.10236000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -5
right_child=-2 2 3 6 -6 -7 -8
leaf_value=-0.015613365887193373 0.005241523675202954 -0.0072809067203039564 -0.018733893314136954 0.013288050587231953 0.01868496753447562 0.0093629738522769314 -0.0035979545172477589
leaf_weight=0.0010205425547131523 0.0019597746854052118 0.0015582805571891451 0.0013458529587414216 0.0011322389415232004 0.0011322407438578708 0.0013643682953084699 0.0018788042536418835
leaf_count=604 616 406 270 192 211 279 322
internal_value=-4.24657e-07 -0.00108956 0.000672516 -0.00388526 0.00556975 0.000488888 0.00275167
internal_weight=0.0113921 0.00943233 0.00841179 0.0043569 0.00405489 0.00292265 0.00301104
internal_count=2900 2284 1680 784 896 685 514
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=9
num_cat=0
split_feature=17 16 10 13 21 7 15 21
split_gain=5.71938e-06 2.03834e-05 1.58142e-05 2.35628e-05 2.06895e-05 5.29214e-05 3.38682e-05 1.83069e-05
threshold=201.78545703200004 18.684956306450005 80.909147435850016 104.02719889955002 2.6263314141000005 23.258134529300005 39.283112803100003 10.738578069800001
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 -6
right_child=1 -3 -4 4 6 -7 -8 -9
leaf_value=-0.013714230047185314 -0.014734365129355293 0.0040040527845511013 0.012573389489683224 -0.0037913242672518834 -0.0015484157878764406 0.026800477861632883 -0.013898506656521988 0.014975189710563816
leaf_weight=0.0011375277493475668 0.0010524228476641662 0.0012946137704634708 0.0010672589054097183 0.0012960858850945417 0.0019121193175032792 0.0010031709538738665 0.0015811265184112024 0.0010326079217158543
leaf_count=438 497 207 461 243 424 145 300 185
internal_value=-4.66783e-07 -0.00439835 0.00114262 -0.00038948 0.00183133 0.00955595 -0.00209299 0.00424581
internal_weight=0.0113769 0.00234704 0.0090299 0.00796264 0.00682511 0.00229926 0.00452585 0.00294473
internal_count=2900 704 2196 1735 1297 388 909 609
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=8
num_cat=0
split_feature=15 13 23 22 23 22 15
split_gain=5.70024e-06 2.20003e-05 1.40449e-05 3.16222e-05 3.14398e-05 4.07588e-05 3.0899e-05
threshold=42.670190152050004 117.61735474900001 0.098200000000000023 -0.016334999999999999 0.091385000000000022 -0.081844999999999987 26.020709979100001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0058399474430988283 0.0059417131129977712 -0.013809423972605969 -0.0069241433605810761 -0.01029943823712829 0.022240783884083955 0.019973675703257497 -0.013249341466491855
leaf_weight=0.0019422617414855546 0.0014137491224784681 0.0011566168529969926 0.0018334663718437344 0.0014368957756043608 0.0010163987265741185 0.0010544045849842283 0.0015049697763521164
leaf_count=729 297 187 407 544 228 205 303
internal_value=1.90478e-07 -0.000844436 0.000861851 0.0029144 0.00635529 0.00276859 -0.00249393
internal_weight=0.0113588 0.00994501 0.0087884 0.00695493 0.00551803 0.00450164 0.00344723
internal_count=2900 2603 2416 2009 1465 1237 1032
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=8
num_cat=0
split_feature=23 6 5 7 17 21 4
split_gain=6.52782e-06 3.11652e-05 1.78101e-05 2.50599e-05 1.88014e-05 3.59044e-05 1.49872e-05
threshold=0.099010000000000029 15.785368822600002 23.606333875400001 22.689595575850003 200.23903127160003 4.890666844100001 299.42191931745009
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=0.011787271324337358 -0.0091998946602784779 0.013220759199900348 -0.011179107215290951 -0.017266926319156738 -0.0031014643653977281 0.0028121506860251475 0.013963201678435139
leaf_weight=0.0016029667302072679 0.0010219497728400472 0.0015761687592910757 0.0015115620776306659 0.0017043321024051601 0.0010550803635991438 0.0018651285629271335 0.0010048103418311824
leaf_count=340 287 234 508 453 278 473 327
internal_value=6.63696e-07 0.00440177 -0.00130706 0.000756206 -0.00238491 -0.00677513 0.00522264
internal_weight=0.011342 0.00259812 0.00874388 0.00723232 0.00562935 0.00356946 0.00205989
internal_count=2900 521 2379 1871 1531 926 605
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=9
num_cat=0
split_feature=5 5 15 20 17 21 9 6
split_gain=6.46238e-06 9.45241e-06 1.58201e-05 1.8419e-05 2.17004e-05 2.22679e-05 2.8873e-05 1.58245e-05
threshold=10.718565385000002 13.922841871800001 22.129384464550004 36.735256530150004 186.67336014325002 3.8005420560000007 204.88165762580005 16.395383075500003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7
right_child=1 2 3 4 5 6 -8 -9
leaf_value=-0.0075956302012018155 0.0099647461649334038 -0.011106712197672999 0.013944177422093557 0.0094318456010350424 -0.012337520761270093 -0.013577550835715905 0.015414179055507911 0.0023504149348079133
leaf_weight=0.0010192079917103131 0.0010050075879414417 0.0011717829213780439 0.0010121460801240673 0.0016876562575592518 0.0018837223880242837 0.0011036784330981271 0.0010101098671241315 0.0014344128161248798
leaf_count=709 244 377 191 397 336 210 218 218
internal_value=4.84313e-07 0.000751516 -0.000243739 0.00132162 -0.000472854 -0.00355017 0.001115 -0.00457579
internal_weight=0.0113277 0.0103085 0.00930351 0.00813173 0.00711958 0.00543192 0.0035482 0.00253809
internal_count=2900 2191 1947 1570 1379 982 646 428
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=8
num_cat=0
split_feature=17 16 7 7 18 20 21
split_gain=6.24025e-06 1.64783e-05 1.45266e-05 3.11658e-05 2.52449e-05 2.3765e-05 3.72353e-05
threshold=201.78545703200004 18.684956306450005 25.396105459650006 24.176224535650004 13.668531103750002 42.178283198950005 6.9100674136500011
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0039028067420782513 -0.013919855708443729 0.0029729376805501676 0.011342753528538885 -0.015106468519864431 0.012800751298689539 -0.01025106478820665 0.019606786180368527
leaf_weight=0.0019632954433584453 0.0010472879457659222 0.0012871347059975058 0.0012197441175034506 0.0012148642004953438 0.0017042118774292497 0.0018523557616065603 0.0010256426537920554
leaf_count=366 497 207 463 353 396 471 147
internal_value=4.58726e-07 -0.00460565 0.00119784 -0.0003967 0.00233347 -0.00135117 0.00416442
internal_weight=0.0113145 0.00233442 0.00898011 0.00776037 0.00654551 0.00484129 0.00298894
internal_count=2900 704 2196 1733 1380 984 513
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=8
num_cat=0
split_feature=13 22 21 20 6 15 21
split_gain=6.27035e-06 1.05103e-05 2.55949e-05 3.10542e-05 2.11533e-05 2.47987e-05 3.12002e-05
threshold=95.870416931800023 -0.085734999999999992 8.3174718251500028 40.878805547300004 16.505385645700006 26.285853065250006 6.415941214150001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -7
right_child=1 4 -4 -5 -6 6 -8
leaf_value=-0.006844278635616899 -0.00040464427932734794 -0.01164400224857645 -0.0066517279206263968 0.01896157948435168 -0.01463949346028455 -0.0025809674989228093 0.018038802341966663
leaf_weight=0.001196604638967559 0.0016873472080371444 0.0011370064779485673 0.0014983529509724558 0.0016257986791830686 0.0010953396998159334 0.0018378038158953086 0.0012215907953556926
leaf_count=773 386 283 367 315 267 308 201
internal_value=5.8429e-07 0.000811274 0.00419377 0.00909858 -0.00226425 0.000965927 0.00565233
internal_weight=0.0112998 0.0101032 0.0048115 0.00331315 0.00529174 0.0041964 0.00305939
internal_count=2900 2127 1068 701 1059 792 509
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=10
num_cat=0
split_feature=6 0 9 6 7 22 22 0 18
split_gain=6.6222e-06 2.29785e-05 1.51389e-05 3.51758e-05 3.18703e-05 2.94951e-05 2.929e-05 2.58248e-05 1.72223e-05
threshold=16.575387281250006 85.716110573100011 197.58039077460003 16.375382608200002 23.974509389900003 -0.046474999999999995 -0.156745 94.047642319350018 15.914538559100002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3 -6 -9
right_child=-2 2 4 -5 7 -7 -8 8 -10
leaf_value=-0.015281550786747708 0.0064244757570653434 0.0041810696772071523 -0.018300510322709188 0.01983228490540621 0.01327418260840188 0.013013479603709294 -0.01848419806224148 -0.01459462488572842 0.0036488395211798311
leaf_weight=0.0010002510969927209 0.0014051435285683698 0.0011675990147375717 0.0010915042183415463 0.0011526758253893044 0.0011775834605572966 0.0011056586750585002 0.0011142905506887821 0.0010127635245852102 0.001058068803409226
leaf_count=249 395 386 135 153 190 376 357 301 358
internal_value=1.04766e-06 -0.000912462 0.000706058 0.00474287 -0.00351707 -0.000391578 -0.00688682 0.00145033 -0.00527333
internal_weight=0.0112855 0.0098804 0.00888014 0.00454022 0.00433992 0.00338755 0.00228189 0.00324842 0.00207083
internal_count=2900 2505 2256 1272 984 1119 743 849 659
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=10
num_cat=0
split_feature=3 13 21 8 20 9 14 0 3
split_gain=6.69869e-06 1.7974e-05 1.83691e-05 2.28922e-05 2.11206e-05 3.22558e-05 2.18709e-05 1.99708e-05 1.63859e-05
threshold=93.770731131900007 117.50443950750001 8.9353283289500016 7.5441126493500006 42.686561923500008 201.2906445504 202.10410646750003 96.249489528150022 94.92945658615001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -7 -2
right_child=8 -3 3 -5 -6 7 -8 -9 -10
leaf_value=0.0086254189992297 0.012200877138632741 -0.011508200791935598 0.0032756938958400463 -0.017884253611568767 -0.0083636744556937533 0.0054728739660158312 -0.01178585107185494 0.02475545913410182 -0.0044123340068379464
leaf_weight=0.0010266938587199799 0.0013134081993983427 0.0014362058589486304 0.0010175336063549126 0.0010276375635837904 0.001132113336786692 0.0010222976495865566 0.0010742223953169501 0.0011317024894309906 0.0010834299441148387
leaf_count=140 208 217 372 266 325 212 447 294 419
internal_value=6.97967e-07 -0.00126702 0.000712001 -0.00735655 0.0037752 0.00700502 -0.0018111 0.0156039 0.0046913
internal_weight=0.0112652 0.00886841 0.0074322 0.00204517 0.00538703 0.00425492 0.00210092 0.002154 0.00239684
internal_count=2900 2273 2056 638 1418 1093 587 506 627
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=9
num_cat=0
split_feature=5 9 18 13 18 20 3 16
split_gain=7.05111e-06 1.39164e-05 2.67672e-05 3.7906e-05 3.29084e-05 2.3916e-05 3.77688e-05 2.46125e-05
threshold=25.763052016400003 210.70699256735003 14.732667293750003 109.57886493895002 16.433295803950003 39.646013290900008 93.770731131900007 22.584947186600004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 7 -7
right_child=-2 -3 4 5 -6 6 -8 -9
leaf_value=-0.019145273685757237 0.0077108104597116509 -0.0097201549846395556 0.017627851471786908 0.011857824224663978 -0.0050905671912537245 0.00027125267761937097 0.012145841087448149 -0.020268552624121965
leaf_weight=0.0011710272206787347 0.0010730819881120618 0.0014958813303122031 0.0016746479719414369 0.0014115955302096417 0.0010296201220147099 0.0010934136571725261 0.0010483873888229994 0.0012507233018188915
leaf_count=424 352 436 486 165 529 149 165 194
internal_value=1.05177e-06 -0.000812016 0.000723286 -0.00301271 0.00897807 0.000919677 -0.00363158 -0.0106878
internal_weight=0.0112484 0.0101753 0.00867942 0.00597515 0.00270427 0.00480412 0.00339252 0.00234414
internal_count=2900 2548 2112 1097 1015 673 508 343
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=8
num_cat=0
split_feature=7 18 9 17 13 17 22
split_gain=6.37637e-06 1.57289e-05 1.12836e-05 2.12756e-05 2.05874e-05 7.11639e-05 3.0576e-05
threshold=20.778835947700006 12.993406580100002 210.97856947250003 203.77077094980004 117.55283175385001 196.91396350930003 -0.081474999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.0073278553583827274 -0.012445277047814313 -0.0041041797787604445 -0.0073299252462099874 0.014776176604660633 0.010324295820345213 -0.02253144573548263 0.014342566507325089
leaf_weight=0.0010740777821561303 0.0010368401505972064 0.0019981447031024637 0.0015143114299091759 0.0011311348139619809 0.001468063207536922 0.0013735428446671727 0.0016328027969369483
leaf_count=396 162 566 426 368 218 328 436
internal_value=6.79699e-07 -0.000774316 0.000552831 0.00212272 -8.85817e-05 -0.00314319 0.00419115
internal_weight=0.0112289 0.0101548 0.009118 0.00760369 0.00647255 0.00500449 0.00363095
internal_count=2900 2504 2342 1916 1548 1330 1002
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=8
num_cat=0
split_feature=17 17 22 15 23 8 2
split_gain=6.46601e-06 1.47412e-05 2.22749e-05 3.68536e-05 4.60124e-05 2.7205e-05 1.42716e-05
threshold=201.78545703200004 196.44284117250001 -0.11600999999999999 39.104631750950013 0.083795000000000022 5.9453602998000008 198.68761053240004
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -2
right_child=6 -3 3 -5 -6 -7 -8
leaf_value=-0.003156774599297172 -0.012957083874449044 0.009263014569822375 0.0025933132153436013 0.0067428424982252421 -0.023431434612914082 0.016998522107036725 0.0027690460655772266
leaf_weight=0.0014220706749338112 0.0011002790529913665 0.0018159003761960869 0.0011926463382641646 0.0016233567822245849 0.0015785401702787083 0.0012657583115521526 0.0012135516903879987
leaf_count=524 331 374 347 273 458 220 373
internal_value=2.7043e-07 0.00122485 -0.000836111 -0.00522205 -0.0122311 0.0063348 -0.00470909
internal_weight=0.0112121 0.00889827 0.00708237 0.00439454 0.00277119 0.00268783 0.00231383
internal_count=2900 2196 1822 1078 805 744 704
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=9
num_cat=0
split_feature=22 22 5 0 13 0 7 0
split_gain=6.28157e-06 2.30454e-05 2.45392e-05 1.85783e-05 3.27099e-05 2.81363e-05 2.21591e-05 1.79847e-05
threshold=-0.24103499999999997 -0.15818499999999999 12.953076575250002 90.337570099350003 117.55283175385001 85.775256651950016 24.472706336050003 87.181320254150009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -6 -5 -4
right_child=1 2 3 6 5 -7 -8 -9
leaf_value=-0.0063904554991558882 0.013301819466198765 -0.015724965754881533 -0.021354100112437352 0.016601795044682361 0.016008921684940079 -0.006000332393227243 -0.00041412167684011015 -0.0028155189642629294
leaf_weight=0.0013525195917360412 0.0012963454634961772 0.0010002269076766655 0.001070914900253679 0.0013338872682481387 0.0011546709569380019 0.001168769610801923 0.0017954644817339566 0.0010233602398853833
leaf_count=471 314 619 327 226 182 159 475 127
internal_value=-3.83875e-07 0.000877614 -0.00100673 0.000943903 -0.00323192 0.00493752 0.00683892 -0.0122953
internal_weight=0.0111962 0.00984364 0.00854729 0.00754707 0.00441772 0.00232344 0.00312935 0.00209428
internal_count=2900 2429 2115 1496 795 341 701 454
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=9
num_cat=0
split_feature=23 23 21 23 21 15 5 21
split_gain=6.12245e-06 1.44347e-05 1.45018e-05 3.09061e-05 2.18294e-05 3.18964e-05 3.53547e-05 3.16265e-05
threshold=-0.23958499999999999 -0.093074999999999991 1.8061804516000002 0.089335000000000012 3.2821610579500002 23.969938375100003 20.717225865800003 7.7850244945500009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 -8
right_child=1 2 4 -5 5 6 7 -9
leaf_value=-0.0071460016178129734 0.011782951989143968 -0.020449016198289798 0.013637651287365502 0.0032475223599944987 -0.014931076307216504 0.015105541574806234 -0.015598597687754935 0.0060592341518807937
leaf_weight=0.0010829272683615188 0.0010639596119222912 0.0010113627270651316 0.0012600876004334165 0.0012075694758899532 0.0012599869572507676 0.0015717494592469017 0.0012304958631166594 0.0014915436799293697
leaf_count=360 293 313 238 289 588 373 217 229
internal_value=-3.91401e-07 0.000766011 -0.000531658 -0.00755308 0.00175486 -0.000941203 0.00316404 -0.00373117
internal_weight=0.0111797 0.0100968 0.0090328 0.00221893 0.00681386 0.00555378 0.00429379 0.00272204
internal_count=2900 2540 2247 602 1645 1407 819 446
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=8
num_cat=0
split_feature=20 21 22 21 18 6 6
split_gain=5.38586e-06 1.58392e-05 2.56753e-05 2.35941e-05 4.31956e-05 2.47343e-05 3.20211e-05
threshold=37.020641110850008 1.1877328917500003 0.06041500000000001 5.7587983756000005 13.451704604950001 16.465384711100004 13.315311110100001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.0058830584112617166 0.010707661082741418 0.0061245686241524541 0.01368064254657222 -0.0061438543371697459 -0.019103099838219149 -0.010445222515054701 0.014354782482787385
leaf_weight=0.0013660075339757124 0.0013901057468419685 0.0010695540731017615 0.0010667547227819841 0.0012540330711465356 0.0018573156104837187 0.0012157340049639902 0.0019424440106617443
leaf_count=468 318 197 318 490 469 280 360
internal_value=-6.63553e-07 0.000819615 -0.00081561 -0.00292268 -0.00988426 0.00169533 0.00631281
internal_weight=0.0111619 0.00979594 0.00840584 0.00733908 0.00292687 0.00441221 0.00319648
internal_count=2900 2432 2114 1796 666 1130 850
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=9
num_cat=0
split_feature=18 6 10 5 7 2 20 18
split_gain=5.90666e-06 2.31891e-05 2.53416e-05 2.22356e-05 2.35363e-05 2.06e-05 2.02567e-05 2.57645e-05
threshold=14.732667293750003 14.755344756250002 66.318885161900013 21.197160116700001 22.535351262400003 163.32842070695003 40.742467179200005 16.433295803950003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -2 -8
right_child=6 2 -4 4 5 -7 7 -9
leaf_value=-0.014395406580464929 -0.0051942830535659556 -0.01429456123238507 0.015309120533904734 -0.0087078559160276674 0.017590687059300055 -0.00022384562374237402 0.020882298608986757 -0.001556489501159798
leaf_weight=0.0011918060906331183 0.0015797658510425623 0.0011451020342292395 0.0010126054898295291 0.0014765802823126593 0.0010921309374919421 0.0016001838900920162 0.00104336458878272 0.0010042170140584724
leaf_count=394 651 142 144 452 121 294 306 396
internal_value=-7.91976e-07 -0.00159979 0.00081065 -0.0019521 0.0014381 0.00700258 0.00331345 0.00987741
internal_weight=0.0111458 0.00751841 0.0063266 0.005314 0.0041689 0.00269231 0.00362735 0.00204758
internal_count=2900 1547 1153 1009 867 415 1353 702
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=9
num_cat=0
split_feature=18 23 22 22 23 20 17 20
split_gain=6.186e-06 1.5265e-05 2.2135e-05 3.70047e-05 5.29672e-05 4.3594e-05 2.39762e-05 2.92491e-05
threshold=16.873483924050003 -0.23472499999999999 -0.082314999999999985 -0.060760000000000002 0.083795000000000022 40.21994457600001 192.2469332606 41.468518788800004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 7 -3
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=-0.012446577255328356 0.0069503912653353225 -0.0016072327060225112 -0.021300896498362074 0.019287278837393701 0.006512530178895061 -0.021277148483017608 -0.0029768752662616086 0.019905950687907591
leaf_weight=0.0010113364928582948 0.0011483357096614437 0.0010357438718408304 0.0010191173855698087 0.0010312797671216327 0.0010768104612541309 0.0011864813138903734 0.0019996417867592501 0.0016211602144402633
leaf_count=316 594 244 200 234 196 290 458 368
internal_value=-2.36983e-07 -0.000799876 0.000513215 -0.00464793 0.000503374 -0.0080556 0.00529435 0.0115194
internal_weight=0.0111299 0.00998157 0.00897023 0.00431369 0.00329457 0.00226329 0.00465655 0.0026569
internal_count=2900 2306 1990 920 720 486 1070 612
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=8
num_cat=0
split_feature=13 22 5 16 2 9 0
split_gain=6.08636e-06 1.24166e-05 1.46669e-05 2.13413e-05 2.97493e-05 2.56726e-05 4.37575e-05
threshold=95.870416931800023 0.15675000000000003 25.556820288350004 15.919962772200003 185.26507771735001 197.58039077460003 86.001087134900004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.0068058592281411024 0.011282176835598595 -0.0094360261607758858 0.013191662136041109 -0.0077345002444967606 -0.012762502921140307 -0.0070748653065486819 0.018240486796964963
leaf_weight=0.0011750955906451093 0.0014975191038297071 0.0010578568688119549 0.0010386561255362895 0.0010446759278970076 0.0018256011312417263 0.0017582561858441453 0.0017103598230620298
leaf_count=773 322 207 350 158 455 366 269
internal_value=-3.18701e-07 0.000804798 0.00202544 0.000545449 -0.00199103 0.00236597 0.00839109
internal_weight=0.011108 0.00993293 0.00887507 0.00783641 0.00633889 0.00451329 0.00275504
internal_count=2900 2127 1920 1570 1248 793 427
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=8
num_cat=0
split_feature=22 23 17 12 2 21 17
split_gain=6.12678e-06 2.18061e-05 1.86585e-05 3.51714e-05 3.695e-05 3.06077e-05 2.1334e-05
threshold=-0.24103499999999997 -0.17732499999999998 196.65693750130004 184.58092739055004 120.54857872840002 5.7587983756000005 201.78545703200004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4
right_child=1 2 6 -5 -6 -7 -8
leaf_value=-0.0063386556264735027 0.012182891913568791 -0.015253088910657672 0.014029034309015954 -0.01930501247083791 0.015808112513056895 0.0066383659602396632 -0.0021733992288813292
leaf_weight=0.001340573744456632 0.001450751905038984 0.0015699312320587295 0.001409901931605883 0.0012751388768085471 0.0010519609186078172 0.0010766972545126659 0.0019184640684653284
leaf_count=471 359 297 292 505 277 173 526
internal_value=9.43774e-08 0.000871385 -0.00110525 -0.00498335 -4.57671e-05 -0.00634724 0.00468998
internal_weight=0.0110934 0.00975285 0.00830209 0.00497373 0.00369859 0.00264663 0.00332837
internal_count=2900 2429 2070 1252 747 470 818
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=8
num_cat=0
split_feature=9 9 9 9 3 6 23
split_gain=5.86353e-06 1.47934e-05 1.61833e-05 1.82173e-05 1.90336e-05 4.74923e-05 4.03557e-05
threshold=216.18094582280003 207.37918994975004 201.2906445504 197.58039077460003 93.58791597905001 15.785368822600002 0.075065000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.011056287725094935 0.0072219674607088349 -0.011399996269149599 0.0093391489808140101 -0.013026689516530252 -0.0072676021811776742 0.022338759805385976 -0.012497152559396783
leaf_weight=0.0013161740425311217 0.0010206046965636874 0.0011512907346019419 0.0017263436286052 0.0011419755410511708 0.001987768847107752 0.0011067925561647485 0.0016262576644304012
leaf_count=389 286 330 330 198 550 144 673
internal_value=-9.46091e-08 -0.000733033 0.000646006 -0.00144445 0.000746476 0.0046806 -0.0019615
internal_weight=0.0110772 0.0100566 0.00890531 0.00717897 0.00603699 0.00404922 0.00294243
internal_count=2900 2614 2284 1954 1756 1206 1062
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=8
num_cat=0
split_feature=23 23 20 9 8 15 2
split_gain=6.41764e-06 2.67639e-05 1.33864e-05 2.43838e-05 3.74684e-05 3.35243e-05 6.2011e-05
threshold=1.0000000180025095e-35 -0.17732499999999998 43.19689381845 210.21807925850001 8.543332867800002 37.576156502300009 103.98563613345001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=0.0039459253782355135 0.011109960687774968 -0.016923728810629781 0.0091866090145857875 0.010499328299046436 -0.020803277963035181 0.011512050284780896 -0.020245364483842905
leaf_weight=0.0015389824912835541 0.001104454789537946 0.0010229434461236017 0.0017252504619818696 0.001514792940186028 0.0010496268083339637 0.0016352501726336205 0.001470522157733721
leaf_count=444 214 363 517 391 162 254 555
internal_value=2.52998e-07 -0.00438705 0.00132262 -0.00068005 -0.00389961 0.000314538 -0.00679649
internal_weight=0.0110618 0.00256193 0.0084999 0.00677465 0.00525985 0.00421023 0.00257498
internal_count=2900 807 2093 1576 1185 1023 769
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=9
num_cat=0
split_feature=23 18 18 6 13 5 8 0
split_gain=6.33047e-06 1.06631e-05 2.73563e-05 2.6167e-05 2.93238e-05 1.75022e-05 2.23937e-05 5.47909e-05
threshold=-0.23958499999999999 16.433295803950003 15.008481731450003 14.835346625500001 113.58197909515002 21.197160116700001 8.543332867800002 86.20003303655001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.0072746897725309862 -0.012865287211854147 -0.007439034007191158 0.014073701684068678 0.017860607543955253 -0.012094187736297246 -0.0060958787881364744 -0.0079149189418281415 0.025167229802396548
leaf_weight=0.0010794579504825397 0.0013885091551621266 0.0013604630164562462 0.0015592491543325749 0.0010140581812059131 0.0010751686777392688 0.0011995561905471883 0.0013135721644803198 0.0010524128297646484
leaf_count=360 441 653 453 227 135 287 225 119
internal_value=-6.21369e-07 0.000787501 0.0020885 -0.000564796 0.00245555 -0.000910667 0.00246166 0.00851431
internal_weight=0.0110424 0.00996299 0.00860253 0.00704328 0.00565477 0.00464071 0.00356554 0.00225197
internal_count=2900 2540 1887 1434 993 766 631 406
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=9
num_cat=0
split_feature=18 0 3 10 9 23 23 5
split_gain=6.25638e-06 1.58925e-05 1.49964e-05 3.02928e-05 2.82256e-05 2.06007e-05 3.07687e-05 2.65655e-05
threshold=16.915500282450004 98.615332683000005 84.850427055100013 66.697957758300021 205.70977008025002 0.099010000000000029 0.087725000000000011 22.665750084250003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0095748096958732098 0.0070603748776784277 -0.011560152546009367 0.013204773746108648 -0.015110283249325833 0.016387534724797939 0.0088288528575088659 -0.018736723816838025 -0.0088181020809271048
leaf_weight=0.0015587565303730204 0.0011268783788985224 0.0012061444006649285 0.0010111403814237678 0.0012917662968319372 0.0010824154761792382 0.0013728936815381888 0.0011788336771717811 0.0011951378727772378
leaf_count=346 583 469 151 364 194 193 199 401
internal_value=3.23088e-07 -0.000803531 0.000689291 -0.00125266 0.00181233 -0.00150344 -0.00569389 0.00127501
internal_weight=0.011024 0.00989709 0.00869094 0.00713219 0.00584042 0.00475801 0.00338511 0.00220628
internal_count=2900 2317 1848 1502 1138 944 751 552
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=10
num_cat=0
split_feature=7 18 18 2 12 12 7 20 14
split_gain=6.20089e-06 1.18673e-05 2.17627e-05 1.80041e-05 3.21845e-05 2.61482e-05 2.21141e-05 2.38786e-05 1.03472e-05
threshold=20.778835947700006 13.24392582145 13.482409244300003 168.58119165855001 147.29495425805001 106.90963300350002 24.176224535650004 41.558544840500012 185.55247316590001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 5 -4 -5 -8 -2
right_child=1 2 3 6 -6 -7 7 -9 -10
leaf_value=0.0072999558667637037 -0.00017480085669636946 0.01439844945204171 -0.01073765331238245 0.01460966434884383 -0.02097181384870948 0.011600469459768226 0.0084189525387176282 -0.011466787992397341 -0.014182885530758728
leaf_weight=0.0010523941049078349 0.001018754082824675 0.0010527047658644021 0.00103875407847593 0.0012343604352312168 0.0010420761124725415 0.0010575000178412756 0.0011703896287040302 0.0012474422568463138 0.0010930992631590765
leaf_count=396 121 162 195 282 344 320 436 413 231
internal_value=6.7754e-08 -0.000771635 0.00101995 -0.00105406 -0.00660877 0.000531288 0.00371911 -0.00184078 -0.00742541
internal_weight=0.0110075 0.00995508 0.00784323 0.00679052 0.00313833 0.00209625 0.00365219 0.00241783 0.00211185
internal_count=2900 2504 2152 1990 859 515 1131 849 352
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=8
num_cat=0
split_feature=21 23 23 22 6 5 17
split_gain=5.86089e-06 1.39529e-05 2.18992e-05 2.53898e-05 2.42925e-05 2.28001e-05 1.3477e-05
threshold=1.2219980417000003 0.10500500000000003 0.070195000000000021 -0.062629999999999991 16.245379570700006 15.821180766350002 193.73902333365001
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -4 -1
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.0029588061149587019 -0.0085951844057031331 -0.011051932976905005 0.0023083496195108687 0.013997720382472011 0.0081725530887024837 -0.018518172547224238 0.012195209913429015
leaf_weight=0.00120376163372097 0.0019709541229063167 0.00123340695894449 0.0010640066519053359 0.0016642638895569672 0.0016706203197850572 0.0010389222373242313 0.0011451505598698945
leaf_count=387 605 274 405 426 253 255 295
internal_value=-2.09178e-07 -0.00120409 0.000435373 0.00370853 -0.000829354 -0.0079807 0.00442914
internal_weight=0.0109911 0.00864217 0.00740877 0.00543781 0.00377355 0.00210293 0.00234891
internal_count=2900 2218 1944 1339 913 660 682
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=8
num_cat=0
split_feature=7 0 20 4 23 22 15
split_gain=5.92521e-06 1.13865e-05 8.86895e-06 2.03648e-05 1.73876e-05 3.77971e-05 3.07307e-05
threshold=20.778835947700006 85.716110573100011 43.19689381845 314.87422430460003 0.088565000000000019 -0.072569999999999982 32.188927121800006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.0071364957063332034 -0.010326633017375452 -0.0023807041120086458 0.0065407222732293026 -0.012383023073529124 -0.013433930345810885 0.0080771342170215775 0.020616564100051225
leaf_weight=0.0010518676795564274 0.0011048664278553609 0.0012887599515387306 0.0018771559805827722 0.0013203215635178541 0.0017317183745565697 0.0015461323045340371 0.0010581352860978832
leaf_count=396 260 383 567 459 376 306 153
internal_value=-2.75568e-07 -0.000756483 0.000442051 -0.00120634 0.00141722 -0.00328736 0.00798798
internal_weight=0.010979 0.00992709 0.00882222 0.00694507 0.00562475 0.00327785 0.0023469
internal_count=2900 2504 2244 1677 1218 682 536
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=9
num_cat=0
split_feature=5 16 21 21 10 5 17 19
split_gain=5.94162e-06 2.21608e-05 2.67554e-05 3.12157e-05 1.56235e-05 1.51297e-05 2.3646e-05 2.76462e-05
threshold=20.766972852450003 20.784951395750003 2.3083050893000006 5.7087410616000005 62.020040611300011 18.310380701750002 187.07782946595003 12.851036860900001
decision_type=2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=-0.014123228032106631 -0.015326183897258878 0.014748760592807764 -0.018277141160020619 0.012141057237104409 -0.0053855862573556207 0.0097713485028665392 0.011411806702785535 -0.0082183239921910043
leaf_weight=0.0010511575238083201 0.001064481073697221 0.0010367992606028081 0.0010046492925915584 0.0010044509439219049 0.0010302950747013825 0.0018119070457768881 0.0017435590237222078 0.0012190744326632929
leaf_count=445 484 138 174 158 157 352 635 357
internal_value=-1.13479e-07 -0.00247802 0.000877225 -0.00385464 0.00326643 0.00218642 -0.00123757 0.00333433
internal_weight=0.0109664 0.00514068 0.00407619 0.0030394 0.00203475 0.0058257 0.00401379 0.00296263
internal_count=2900 1111 627 489 315 1789 1437 992
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=9
num_cat=0
split_feature=17 17 17 20 17 23 17 16
split_gain=6.417e-06 1.73449e-05 1.31958e-05 1.83226e-05 2.95855e-05 3.02921e-05 2.612e-05 2.60712e-05
threshold=182.28951942140003 173.53196984515003 188.07781354100004 40.259171735100004 192.2469332606 0.09117500000000002 200.23903127160003 19.559954260300003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 -5 6 -6 -4
right_child=2 -3 3 4 5 -7 -8 -9
leaf_value=-0.0033421011489036898 -0.0096064279018195139 0.014320499630227433 -0.017394368167704708 0.017463559366870076 -0.0053784994572962704 -0.013378283230723514 0.016398959153272458 0.0030704466392385559
leaf_weight=0.00120977813927417 0.0015459919430444403 0.0010287965213329902 0.0011495512636636052 0.0012480718860736653 0.0010197952060254714 0.0011931756348054438 0.0011974608159864473 0.0013577810449783012
leaf_count=540 372 264 474 222 260 259 331 178
internal_value=-2.94562e-07 0.00477522 -0.0012274 0.000580331 0.00429006 -0.000530871 0.00638273 -0.00631218
internal_weight=0.0109504 0.00223857 0.00871183 0.00716584 0.0046585 0.00341043 0.00221726 0.00250733
internal_count=2900 804 2096 1724 1072 850 591 652
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=8
num_cat=0
split_feature=13 16 20 14 4 4 22
split_gain=7.02279e-06 1.16218e-05 2.17275e-05 3.88655e-05 2.36375e-05 2.11434e-05 3.05388e-05
threshold=95.870416931800023 15.919962772200003 41.621607100200002 279.92507423175005 207.98441978950004 171.27730165960003 -0.071129999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.0073702918267751927 0.0079832003254871053 -0.0087899646651115361 -0.0090176011903114889 -0.022027517835259705 0.011591896490988723 -0.0014536329174419192 0.0172186075748458
leaf_weight=0.0011561508063998973 0.001860575572152229 0.0010448778769864275 0.0011747736769064255 0.0011282068487973498 0.0010574083089001686 0.0018445102348565723 0.0016680006472109266
leaf_count=773 441 159 245 338 281 387 276
internal_value=-6.60738e-08 0.000871358 -0.000799833 -0.00690035 0.000745337 0.00369838 0.00741333
internal_weight=0.0109345 0.00977835 0.00791778 0.00336039 0.00223218 0.00455739 0.00351251
internal_count=2900 2127 1686 864 526 822 663
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=9
num_cat=0
split_feature=7 18 6 19 10 3 16 20
split_gain=6.95567e-06 1.05893e-05 1.82041e-05 2.28443e-05 2.6637e-05 2.85115e-05 2.1279e-05 1.88651e-05
threshold=20.778835947700006 17.140917755100002 13.665319288000001 13.151061067750001 66.697957758300021 92.359290613450014 22.614947116400003 41.261521012900012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=0.0077511051876901606 -0.010974381236908142 0.0087731880906259871 0.013475359543165623 0.012881354763229824 -0.016171056843331772 0.005751368108842957 -0.02012394583086221 -0.00090990449804683826
leaf_weight=0.0010467157673372399 0.0017810415887930418 0.0010301686990811807 0.0011148036567656229 0.0014366752887031708 0.0011001608345842795 0.0013657672284116268 0.0010065564016195072 0.0010379311210516051
leaf_count=396 750 516 255 182 259 207 141 194
internal_value=-1.91895e-07 -0.00082196 -0.00193976 0.000338814 -0.00212368 0.00106481 -0.00391328 -0.0103695
internal_weight=0.0109198 0.0098731 0.00884294 0.00706189 0.00594709 0.00484693 0.00341025 0.00204449
internal_count=2900 2504 1988 1238 983 724 542 335
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=9
num_cat=0
split_feature=18 18 9 17 20 21 17 18
split_gain=6.0333e-06 1.30652e-05 1.73353e-05 1.73378e-05 2.54892e-05 2.69571e-05 2.34037e-05 2.02328e-05
threshold=12.868666868750003 13.24392582145 210.97856947250003 203.77077094980004 42.467547400400008 8.4396577508000021 190.94194574995001 13.849588037450003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 -8
right_child=1 2 -4 -5 5 -7 7 -9
leaf_value=0.0063678403733177322 -0.00896708132675904 0.0072719488808740684 -0.0091603510252015758 0.014420242030672159 0.020901320477148252 -0.0016709130365774973 -0.0004518531355492115 -0.019600493577809713
leaf_weight=0.0013090650989159526 0.0016498594214615454 0.0010755153736171862 0.0014295439488883621 0.0011040740747667926 0.0010229004462152793 0.0010959514757430686 0.0010307081000554275 0.001187583146744223
leaf_count=372 312 342 416 368 288 326 143 333
internal_value=-5.26015e-07 -0.000869272 0.000812049 0.00299965 0.000670073 0.0092261 -0.00483388 -0.0107033
internal_weight=0.0109052 0.00959614 0.00794628 0.00651673 0.00541266 0.00211885 0.00329381 0.00221829
internal_count=2900 2528 2216 1800 1432 614 818 476
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=7
num_cat=0
split_feature=20 22 22 22 9 23
split_gain=6.66868e-06 1.73668e-05 1.59089e-05 2.94068e-05 3.31296e-05 2.94042e-05
threshold=42.622319549950006 -0.088944999999999996 -0.085734999999999992 -0.063985 199.02473417820002 0.093760000000000024
decision_type=2 2 2 2 2 2
left_child=2 -2 5 -4 -5 -1
right_child=1 -3 3 4 -6 -7
leaf_value=0.014836133298361767 -0.0099352212463837061 0.004106766990814574 -0.016961677244717557 -0.0076498248798019287 0.012973070600517975 -0.0047948021626532771
leaf_weight=0.0019203620832936234 0.0019389480553483082 0.0016138713397946471 0.001035060967102445 0.0015839243461616657 0.0015327675370719693 0.0012660304433880008
leaf_count=591 606 439 242 416 321 285
internal_value=-3.77788e-07 -0.00355664 0.00172141 -0.00235766 0.00249237 0.00703629
internal_weight=0.010891 0.00355282 0.00733815 0.00415175 0.00311669 0.00318639
internal_count=2900 1045 1855 979 737 876
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=8
num_cat=0
split_feature=23 10 13 16 13 12 17
split_gain=6.47689e-06 2.51889e-05 1.97575e-05 3.59969e-05 3.02031e-05 2.30412e-05 1.74478e-05
threshold=0.099010000000000029 63.910026677050006 116.67639440335002 22.624947093000003 112.82921081865001 129.90914191640005 196.91396350930003
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.013748311844667654 0.014044821825969646 -0.0061065472050171338 -0.020455201781540942 0.0023061190142943519 0.017424171825215173 0.0090836958567595584 -0.0053083660268867724
leaf_weight=0.0011372742119259999 0.0013070104996957652 0.0011806074333874273 0.0012897248058758234 0.0015063209746211254 0.0010459330606476143 0.0018953974759154386 0.0015161674159170934
leaf_count=341 201 320 273 229 229 726 581
internal_value=-2.54788e-07 0.00448111 -0.00132884 -0.00819294 0.00210156 -0.00142163 0.00268758
internal_weight=0.0108784 0.00248762 0.00839082 0.00279605 0.00559477 0.00454884 0.00341156
internal_count=2900 521 2379 502 1877 1648 1307
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
cm5_Cs=2128
cm5_Hs_min=1772
lst_pka_pred_nshell3=1768
lst_pka_pred_diff_nshell3=1501
atom_area_sasa_Hs_min=1457
atom_p_int_times_area_Cs=1366
atom_area_sasa_Cs=1345
atom_p_int_times_area_Hs_min=1256
atom_p_int_Hs_min=1243
atom_volumes_sasa_Cs=1222
atom_p_int_Cs=1185
atom_volumes_sasa_Hs_min=1157
atom_v_free_3_5_Hs_min=984
atom_v_bur_3_5_Cs=982
atom_v_bur_3_5_Hs_min=934
atom_v_distal_3_5_Cs=746
atom_v_free_3_5_Cs=689
atom_areas_Cs=641
atom_areas_Hs_min=560
atom_v_distal_3_5_Hs_min=503
atom_v_molecular_3_5_Cs=404
atom_v_molecular_3_5_Hs_min=227

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 10]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
