tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=15 objective=binary sigmoid:1 feature_names=recent_runs recent_win_rate recent_top3_rate recent_avg_finish recent_best_finish recent_avg_time recent_graded_top5_rate experience_score form_momentum same_surface_top3_rate distance_band_top3_rate same_track_top3_rate recent_avg_last_3f carry_weight_kg distance_m surface_turf feature_infos=[0:10] [0:1] [0:1] [1:99] [1:99] none none [0:1] [-1:1] [0:1] [0:1] [0:1] [0:99.900000000000006] [49:63] [1000:4260] [0:1] tree_sizes=3347 3469 3463 3468 3470 3475 3472 3459 3476 3474 3479 3474 3471 3482 3467 3490 3482 3478 3455 3474 3459 3493 3463 3467 3487 3457 3467 3462 3476 3480 3471 3470 3470 3474 3478 3488 3471 3472 3470 3465 3473 3463 3469 3457 3467 3489 3475 3465 3449 3458 3471 3450 3468 3468 3460 3462 3461 3458 3433 3484 3437 3461 3450 3444 3449 3440 3421 3459 3455 3418 3429 3429 3433 3431 3461 3444 3418 3453 3422 3429 3423 3424 3451 3430 3453 3443 3428 3435 3430 3440 3429 3409 3440 3422 3453 3419 3430 3432 3460 3398 3417 3427 3431 3460 3437 3437 3473 3410 3422 3435 3419 3419 3452 3425 3418 3425 3412 3406 3433 Tree=0 num_leaves=31 num_cat=0 split_feature=3 3 9 1 3 10 13 12 3 3 3 15 13 0 9 1 8 3 3 8 12 0 0 3 1 3 0 8 9 3 split_gain=2453.02 293.052 269.965 133.504 118.42 74.1962 66.1445 56.3456 77.0113 49.9886 44.3902 33.4345 29.5057 27.5018 26.8214 26.2062 36.0802 22.6445 21.3887 19.2714 18.8194 17.367 16.4947 18.5425 15.8935 15.7328 14.927 14.7161 14.6709 14.4851 threshold=5.8944444444444457 3.5277777777777781 1.0000000180025095e-35 0.2678571428571429 7.354166666666667 0.41428571428571431 53.500000000000007 13.555000000000001 7.1833333333333345 2.683333333333334 4.7638888888888902 1.0000000180025095e-35 59.250000000000007 2.5000000000000004 0.70714285714285718 0.13392857142857145 0.12500000000000003 11.535714285714286 9.2250000000000014 0.44791666666666674 38.495000000000012 1.5000000000000002 1.5000000000000002 2.2250000000000005 0.2678571428571429 6.3166666666666673 3.5000000000000004 -0.82291666666666652 0.64583333333333337 8.7071428571428573 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 9 25 6 29 11 -9 22 15 -8 24 20 -15 16 -3 26 -10 -12 -5 -11 -1 -24 27 -2 -6 -7 -23 -4 right_child=2 10 5 13 17 12 7 8 18 21 19 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.0281942454710269 -1.1058367846787269 -1.0705238737586151 -1.1172816205962428 -1.0745961601969349 -1.1386129676035526 -1.1421128270958532 -1.1171353087734337 -1.1062269033306498 -1.1283177123738475 -1.059441180613105 -1.0904640265691206 -1.1037586856390342 -0.98200210645356933 -1.0725404660434774 -1.0379066528111636 -1.0832313245879643 -1.032052666654347 -1.1556437398943185 -1.1483387625132335 -1.0604997707684625 -1.1291666425105862 -1.0486301890856946 -0.97231562961471207 -1.0150059205316844 -1.1177236255434704 -1.1242644188931068 -1.1520691367615639 -1.0810381874317105 -1.0258864227027182 -1.1434734411506262 leaf_weight=132.56648102402687 181.74135339260101 474.35989049077034 65.44184535741806 258.40180081129074 842.89096820354462 10.470695257186888 888.51328325271606 323.8436461687088 306.26783627271652 126.20927318930626 786.42400449514389 984.9932609796524 6.3572078347206107 106.38974288105965 117.79532164335251 342.72829297184944 69.929286181926727 410.03990533947945 236.33855009078979 57.588823914527893 16.827903091907501 140.41950246691704 35.525573194026947 89.561839789152145 45.248361647129059 319.35620534420013 272.79900678992271 169.96182122826576 143.22415298223495 272.98598349094391 leaf_count=709 972 2537 350 1382 4508 56 4752 1732 1638 675 4206 5268 34 569 630 1833 374 2193 1264 308 90 751 190 479 242 1708 1459 909 766 1460 internal_value=-1.10419 -1.06716 -1.1243 -1.04779 -1.13867 -1.1155 -1.11755 -1.11498 -1.12552 -1.03316 -1.08021 -1.1101 -1.08823 -1.06734 -1.05434 -1.0724 -1.06558 -1.1456 -1.13704 -1.08842 -1.07793 -1.04401 -1.01591 -1.00288 -1.09123 -1.11758 -1.1419 -1.08458 -1.03715 -1.13841 internal_weight=8235.2 2897.95 5337.25 1166.92 2026.83 3310.42 3078.38 2739.96 866.45 667.507 1731.03 1873.51 232.038 499.415 224.185 887.017 544.289 1525.73 542.606 844.013 275.23 409.853 257.654 125.087 225.681 501.098 1115.69 180.433 283.644 338.428 internal_count=44044 15499 28545 6241 10840 17705 16464 14654 4634 3570 9258 10020 1241 2671 1199 4744 2911 8160 2902 4514 1472 2192 1378 669 1207 2680 5967 965 1517 1810 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=3 3 9 1 9 13 1 4 10 3 2 10 3 0 11 0 3 15 3 10 0 8 3 10 13 8 9 1 12 0 split_gain=2196.08 333.759 263.779 110.043 57.9888 54.9799 54.969 47.2556 46.8036 45.7071 35.9231 30.3599 28.9755 28.4344 26.0691 22.7998 41.7864 30.8715 21.8988 18.9263 20.7124 18.1939 18.0006 17.4001 18.2961 16.3193 16.5872 15.8037 14.5429 14.3549 threshold=6.3166666666666673 3.8944444444444448 1.0000000180025095e-35 0.13392857142857145 0.31666666666666671 52.500000000000007 0.13392857142857145 2.5000000000000004 1.0000000180025095e-35 7.354166666666667 0.58571428571428574 0.5277777777777779 4.8166666666666673 2.5000000000000004 0.81666666666666676 1.0000000180025095e-35 7.8660714285714297 1.0000000180025095e-35 11.535714285714286 0.86607142857142871 1.5000000000000002 0.19791666666666666 9.5277777777777803 0.73214285714285732 56.750000000000007 -0.47916666666666663 0.70714285714285718 0.11805555555555557 38.086500000000008 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 7 12 -4 25 19 22 -2 -5 15 -3 28 23 17 -17 -10 29 -1 -21 -18 -7 24 -15 -6 -27 -13 -12 -11 right_child=2 4 5 10 6 8 -8 -9 11 18 13 27 -14 14 -16 16 21 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.063937203467858431 -0.019270200111328972 0.023750567135362256 -0.0385753556047276 0.015968074672149841 0.0027155962455016284 -0.017884077223317332 0.013716869667699069 0.044998051791308086 -0.013354961204604021 -0.033294180714463238 0.032493933860710429 0.055566235744401664 0.0036325400020839958 0.041209728720645142 0.064243587360883425 -0.0067063506001526565 -0.039651278112435358 -0.00073858784128639143 -0.050218927969572794 0.071936535029775858 0.10250875043162835 -0.0029098250595894501 -0.042322365484269216 0.056697843578795454 -0.0017421165934226508 0.036146939602991451 0.070308913648004498 -0.0069475692036707519 -0.015031059455301166 -0.046641022025860533 leaf_weight=202.16843824088573 316.12983518838882 243.14890892803669 189.46136465668678 155.89254488050938 33.768335953354836 160.18860870599747 490.17751614749432 188.14180925488472 917.23616862297058 828.26575028896332 200.37017869949341 27.716041803359985 678.16580940783024 64.075536608695984 191.35023026168346 347.05805835127831 205.89513079822063 1028.6385232359171 399.38647019863129 129.81054720282555 96.649051487445831 40.286945164203644 142.2743833810091 70.765079662203789 40.441770002245903 509.27430225908756 38.197617053985596 15.91524915397167 17.503224804997444 266.2060674726963 leaf_count=1049 1708 1279 1031 821 179 865 2599 982 4941 4508 1056 146 3613 336 991 1861 1117 5505 2193 669 494 218 778 367 212 2687 201 85 94 1459 internal_value=-1.53597e-05 0.0311645 -0.0213985 0.0502885 0.01814 -0.0124837 0.0260494 0.0658878 -0.0107704 -0.0365423 0.0372939 -0.00859109 0.00894199 0.0429817 0.051483 -0.00930171 -0.0178827 -0.00668563 -0.0401975 0.0750571 0.0849842 -0.0336387 -0.0293795 0.0375526 0.02459 0.0364497 0.0385305 0.0327633 0.0286759 -0.0365405 internal_weight=8234.56 3349.9 4884.66 1357.17 1992.73 3074.67 1071.42 616.77 2885.21 1809.99 740.399 2582.75 921.315 584.506 366.633 2539.11 593.24 1945.87 1493.86 428.628 226.46 246.182 302.463 175.282 104.517 581.24 547.472 43.6313 217.873 1094.47 internal_count=44044 17629 26415 7071 10558 16547 5666 3194 15516 9868 3877 13873 4892 3056 1906 13642 3196 10446 8160 2212 1163 1335 1643 915 548 3067 2888 231 1150 5967 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=31 num_cat=0 split_feature=3 3 9 1 13 9 1 3 10 4 9 9 3 0 11 12 3 15 10 3 3 10 0 8 12 1 0 13 10 13 split_gain=1973.04 287.056 247.31 92.3748 51.3023 50.9416 47.7464 43.4756 43.3706 39.1257 31.2953 29.4428 25.6757 25.3744 23.4774 22.5157 37.5247 25.8729 28.1095 21.224 17.0611 15.4504 16.6415 14.7388 14.2688 13.8358 13.3405 12.6188 12.6129 18.5867 threshold=6.3166666666666673 3.8944444444444448 1.0000000180025095e-35 0.13392857142857145 52.500000000000007 0.31666666666666671 0.13392857142857145 7.354166666666667 1.0000000180025095e-35 2.5000000000000004 0.5277777777777779 0.5634920634920636 4.8166666666666673 2.5000000000000004 0.81666666666666676 33.536500000000011 8.8166666666666682 1.0000000180025095e-35 0.47222222222222227 11.211111111111112 9.5277777777777803 0.86607142857142871 1.5000000000000002 0.12500000000000003 35.077500000000008 0.11805555555555557 3.5000000000000004 53.500000000000007 0.73214285714285732 56.750000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -4 12 23 -2 20 21 24 15 -3 -12 28 17 -17 18 -10 26 -6 -1 -23 -7 -5 -13 -9 -19 29 -15 right_child=2 5 4 10 8 6 -8 19 11 -11 13 25 -14 14 -16 16 -18 27 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.058909860857994184 -0.018493383199150289 0.022297871544017508 -0.037411164803475304 0.033671762561796471 -0.017150399124964306 0.029939928992564497 0.012940899993853726 -0.031937232835322071 -0.013019044546142392 0.041821003022084496 0.02630055615639923 0.062907557697029423 0.0034445074273177891 0.040345421242849615 0.059371216843251744 -0.01082551060011392 -0.041966266934572345 -0.027096103121506468 0.09439084789344207 -0.048365380799075035 -0.041134878429218612 0.066061293437315524 0.092918734139941256 0.049330227408984233 0.0010281977023649813 -0.0041808459991664656 -0.045217556245495644 0.00033323049418225166 0.051081016579140964 -0.00087510431262712008 leaf_weight=208.2837450504303 313.0194206237793 245.96533063054085 185.68651954829693 54.408539041876793 158.72732883691788 467.60184080898762 493.50312277674675 783.86843450367451 926.55028057098389 192.20326919853687 224.36349381506443 21.171447306871414 679.39489094913006 71.108050853013992 199.62622463703156 448.00373815000057 123.38005369901657 43.784189090132713 6.131530448794364 429.55251973867416 139.14294789731503 134.16844171285629 101.16728810966015 123.9873655885458 87.010764449834824 12.064448535442351 249.22472536563873 990.31456077098846 72.645861551165581 44.437601283192635 leaf_count=1049 1708 1279 1031 284 865 2430 2599 4341 5026 982 1168 112 3613 366 1004 2418 684 239 31 2419 778 669 494 637 455 65 1400 5298 367 233 internal_value=-2.83212e-05 0.0291524 -0.0205662 0.0466287 -0.011941 0.0170744 0.0244243 -0.0354054 -0.0102927 0.0606644 0.0347867 -0.00820047 0.00845582 0.0396839 0.0474266 -0.0088127 -0.0175498 -0.00627442 -0.0123129 -0.0390248 -0.0283542 0.0688285 0.0776069 0.0340038 0.0135872 0.0385548 -0.035141 -0.000828139 0.0347562 0.0244925 internal_weight=8230.5 3399.88 4830.62 1389.42 3054.96 2010.45 1085.09 1775.67 2869.27 635.823 753.601 2571.4 925.36 612.181 387.818 2538.16 571.384 1966.78 932.682 1462.65 297.87 443.619 235.336 591.589 141.419 33.2359 1033.09 1034.1 188.192 115.546 internal_count=44044 17629 26415 7071 16547 10558 5666 9868 15516 3194 3877 13873 4892 3138 1970 13696 3102 10594 5057 8160 1643 2212 1163 3067 739 177 5741 5537 966 599 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=31 num_cat=0 split_feature=3 9 9 1 3 13 3 3 10 1 11 9 12 3 15 10 12 3 9 1 0 3 3 12 10 8 9 1 8 1 split_gain=1774.62 249.024 231.791 66.5591 64.0838 47.8558 44.0599 41.6639 40.1725 40.1685 30.7199 26.2691 20.6873 35.2193 23.5966 24.5795 19.467 16.2673 16.0176 15.4562 14.5274 14.1853 13.4746 13.386 13.2949 12.4834 13.3632 15.6104 11.9042 11.8965 threshold=6.3166666666666673 0.58571428571428574 1.0000000180025095e-35 0.23611111111111113 4.8819444444444455 52.500000000000007 2.7638888888888893 8.3541666666666696 1.0000000180025095e-35 0.13392857142857145 0.15476190476190479 0.5634920634920636 33.536500000000011 8.8166666666666682 1.0000000180025095e-35 0.47222222222222227 37.587500000000006 10.950000000000001 0.29285714285714287 0.11805555555555557 1.5000000000000002 11.535714285714286 2.2250000000000005 33.805000000000007 0.61250000000000016 0.12499999999999997 0.31666666666666671 0.23611111111111113 0.16666666666666663 0.11805555555555557 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 6 9 -4 20 -2 17 10 -1 12 14 25 15 -10 24 -7 -6 23 -3 -9 -22 -20 -5 26 -14 -28 -12 -13 right_child=2 3 5 16 18 8 -8 21 11 -11 28 29 13 -15 -16 -17 -18 -19 19 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.021180647051511976 -0.023825809817600282 0.058720895349318986 -0.036278569538913508 0.01103404127258858 0.0029162208263850339 -0.018867817290676235 0.044597341349650176 -0.036020345427573493 -0.012453453974048746 0.012156648010270226 0.04024593518852243 0.05793358774544486 -0.025921629342149789 -0.040796959746224111 -0.00078747703837984398 0.085951772744421451 0.010411337778200355 -0.043682525689241081 0.076409890161335814 0.0045621225980118588 0.10969737561261483 -0.0478942318552628 0.072272736918385025 0.020347243649828647 0.037721453293700941 0.0032546847463188347 0.0037018890556840783 -0.030968353817758011 0.06780203135583468 -0.0039804705057669429 leaf_weight=265.28473740816116 614.50396598875523 146.24822457134724 182.00422130525112 51.949720576405525 631.68389888107777 193.00098928809166 517.94280059635639 748.94148606061935 920.36091940104961 336.36800354719162 279.38998240232468 21.821977198123932 157.49408663809299 120.64089024066925 1033.6496968120337 6.3897275477647772 95.479368805885315 100.40200763940811 11.080164209008215 206.75713703036308 32.363153129816055 378.72852453589439 93.64712031185627 272.62123255431652 458.92588409781456 122.41688553988934 121.28911344707012 44.334518939256668 45.587602883577347 12.038849264383314 leaf_count=1358 3434 709 1031 268 3354 1069 2598 4241 5026 1751 1410 112 860 684 5537 31 490 574 57 1084 151 2193 447 1406 2319 663 653 242 227 65 internal_value=-3.90657e-05 0.0273141 -0.0197628 0.0435955 0.0162157 -0.0114203 0.0531573 -0.0343003 -0.00983492 0.025947 0.0338056 -0.00782677 -0.00841307 -0.0168319 -0.00598166 -0.011775 0.0311346 -0.0273594 0.00817998 0.0149594 0.0694418 -0.0400082 0.0818845 0.0225368 0.0350077 -0.0103427 -0.0154943 -0.00557872 0.0441115 0.0359207 internal_weight=8223.35 3445.33 4778.02 1396.56 2048.77 3035.84 790.201 1742.17 2853.84 926.63 590.262 2560.44 2526.58 566.175 1960.4 926.751 606.355 293.403 1122.14 490.459 272.258 1127.67 126.01 283.701 510.876 445.535 323.118 165.624 324.978 33.8608 internal_count=44044 17629 26415 6982 10647 16547 3905 9868 15516 4746 2995 13873 13696 3102 10594 5057 3077 1643 5901 2547 1307 6434 598 1463 2587 2418 1755 895 1637 177 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=31 num_cat=0 split_feature=3 3 9 1 13 3 9 10 1 4 10 9 0 3 3 11 0 3 15 9 3 3 0 8 9 12 15 1 3 13 split_gain=1597.56 220.449 217.123 68.2477 44.6233 40.3893 39.2416 37.1897 36.7334 30.147 24.6291 23.6954 20.9826 20.028 19.8623 19.1072 18.4371 35.7951 23.3825 17.2796 15.57 15.0024 13.6677 13.3137 12.6451 12.5025 12.3631 12.2378 13.191 11.4858 threshold=6.3166666666666673 3.8944444444444448 1.0000000180025095e-35 0.13392857142857145 52.500000000000007 7.354166666666667 0.31666666666666671 1.0000000180025095e-35 0.13392857142857145 2.5000000000000004 0.5277777777777779 0.5277777777777779 2.5000000000000004 4.8166666666666673 11.535714285714286 0.81666666666666676 1.0000000180025095e-35 9.2250000000000014 1.0000000180025095e-35 0.95000000000000007 9.5277777777777803 7.1833333333333345 3.5000000000000004 -0.47916666666666663 0.70714285714285718 35.077500000000008 1.0000000180025095e-35 0.11805555555555557 7.0500000000000007 53.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -4 -2 13 20 23 -1 16 25 -13 -3 22 -14 18 19 -9 21 -6 -18 -7 -8 -25 -5 -26 28 -12 -20 right_child=2 6 4 11 7 14 8 10 -10 -11 27 12 15 -15 -16 -17 17 -19 29 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=0.059268041817863042 -0.016768614173775436 0.019569428318122938 -0.035175418567296508 0.030680595198064559 -0.015658050482771007 -0.030028526274799818 -0.00039313809589243192 -0.011663469171349743 0.011368461328404416 0.036058121119237251 0.014580190134162261 0.022640808024763426 0.030270069444653925 0.0030567678931204293 -0.046778692314262446 0.052073096730900853 -0.0024434100460391322 -0.043636781141932458 -0.025925369833495551 0.043707873362063818 -0.038936567014288555 -0.020404652927459618 -0.043472475728628043 0.029409477226294185 0.077027952685823756 0.00036452804317445433 0.018078118606712584 -0.0061262613561289493 0.082110389522074945 0.00048253812441391631 leaf_weight=467.18192914128304 306.14994263648987 251.2998740375042 178.41892184317112 55.604676961898804 155.76934500038624 785.90775837004185 34.78521303832531 899.09301763772964 500.26079697906971 199.71459716558456 14.339236602187158 230.70662699639797 194.15459430217743 681.92841440439224 368.63052155077457 208.28310635685921 217.92309260368347 97.157097920775414 42.972164690494537 14.334034726023672 133.30512343347073 249.20979052782059 248.93318447470665 534.54803751409054 27.901138424873352 87.565715342760086 13.055993199348448 15.759759083390234 14.58840201795101 984.42987301945686 leaf_count=2212 1708 1279 1031 284 865 4508 179 4941 2599 982 72 1168 966 3613 2193 1004 1179 564 238 74 778 1379 1459 2687 137 455 64 85 74 5267 internal_value=-4.79743e-05 0.0256256 -0.0189871 0.0405863 -0.0109208 -0.0332232 0.0150612 -0.00939642 0.0214123 0.0523174 -0.00746952 0.0305086 0.0346626 0.0075033 -0.0368126 0.0415543 -0.00812585 -0.0159527 -0.00577504 -0.0103662 -0.0263928 -0.0120255 -0.0332625 0.0296454 0.031461 0.0121387 0.0582364 0.0293233 0.0486361 -0.000622 internal_weight=8213.91 3486.99 4726.92 1443.21 3017.3 1709.62 2043.78 2838.88 1110.55 666.897 2549.81 776.315 633.144 933.228 1403.47 402.438 2505.12 578.624 1926.5 481.467 289.074 467.133 1034.84 610.29 575.505 143.17 40.9571 44.6874 28.9276 1027.4 internal_count=44044 17629 26415 7071 16547 9868 10558 15516 5666 3194 13873 3877 3138 4892 8160 1970 13642 3196 10446 2632 1643 2558 5967 3067 2888 739 201 231 146 5505 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=31 num_cat=0 split_feature=3 9 3 1 9 13 3 1 10 10 4 3 0 3 15 9 3 0 10 12 3 8 3 9 11 0 15 13 3 13 split_gain=1439.33 203.309 192.53 65.0322 41.6598 41.5914 38.6353 34.5122 34.4137 22.0729 21.6202 18.0916 16.9377 33.6584 21.3087 15.4363 14.9306 14.1759 16.3324 14.5282 13.8009 13.5064 13.3136 12.4701 12.0519 11.2609 10.9589 10.8459 10.651 10.518 threshold=6.3166666666666673 1.0000000180025095e-35 3.5277777777777781 0.2678571428571429 0.31666666666666671 52.500000000000007 8.3541666666666696 0.13392857142857145 1.0000000180025095e-35 0.5277777777777779 2.5000000000000004 4.8166666666666673 1.0000000180025095e-35 9.2250000000000014 1.0000000180025095e-35 0.95000000000000007 10.950000000000001 2.5000000000000004 0.88194444444444453 34.495000000000012 7.1833333333333345 -0.20833333333333337 11.535714285714286 0.5277777777777779 0.81666666666666676 3.5000000000000004 1.0000000180025095e-35 56.250000000000007 6.6833333333333345 53.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 10 11 28 -2 21 16 12 24 -4 14 15 -10 20 -7 19 -19 -5 -14 -6 25 -9 -1 -8 -11 -12 -3 -16 right_child=1 5 4 17 7 8 22 23 9 26 27 -13 13 -15 29 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.043695196590254337 -0.021984294016422372 0.039050166030498157 0.018359907819213348 0.037105783511743429 0.01223318861969859 -0.017303984244032261 -0.030586003961422199 0.0064161212334642699 -0.011149978865675796 0.050387791657522954 0.042443557518293012 0.0028994284874368456 -0.0023242138329834247 -0.042516327657047152 -0.024979945758666772 0.040666180448389953 -0.041530360770567987 0.025626460532003539 0.052690329964358976 0.011912405419361508 -0.019600519713622751 0.031605319783298669 -0.045694543005762991 0.021323350868870574 0.058991377858763627 -0.045667556451190042 0.0010615707654793329 0.016870782373122246 -0.036180726453736566 0.00045829606056927764 leaf_weight=197.0406461507082 598.32947093248367 4.8386042416095725 261.73978261649609 78.106849014759064 106.3729604780674 189.02525980770588 562.1077256500721 363.7863232344389 893.61719188094139 24.239707797765732 128.71786406636238 682.9597139954567 217.65140706300735 94.792315229773521 42.383871644735336 14.627944380044935 95.844677984714508 162.42234365642071 84.876437976956367 214.03428992629051 246.5318705290556 583.68917119503021 358.76044933497906 228.34041224420071 371.68677562475204 158.72096022963524 21.029321387410164 61.163361325860023 170.09537203609943 984.66846564412117 leaf_count=939 3434 28 1320 390 533 1069 3285 1886 4941 122 623 3613 1179 564 238 74 574 796 403 1082 1379 2875 2193 1161 1712 956 109 296 1003 5267 internal_value=-5.54168e-05 -0.0182384 0.0240717 0.0393772 0.0151502 -0.0104415 -0.0321757 0.0210203 -0.00897614 -0.00712765 0.0488146 0.00718293 -0.00775563 -0.0152952 -0.00550396 -0.00990611 -0.025455 0.0261055 0.0349152 0.0186481 -0.0114998 0.0286191 -0.037824 0.0121648 0.0536919 -0.0339068 0.0274737 0.0342062 -0.0340999 -0.000591476 internal_weight=8202.2 4677.26 3524.94 1298.05 2226.89 2999.35 1677.92 1282.19 2824.41 2539.54 758.609 944.699 2494.27 573.604 1920.67 478.811 284.87 539.44 247.299 292.141 464.183 690.062 1079.59 592.127 568.727 720.829 45.269 189.881 174.934 1027.05 internal_count=44044 26415 17629 6241 11388 16547 9868 6455 15516 13873 3570 4933 13642 3196 10446 2632 1643 2671 1199 1472 2558 3408 6434 3047 2651 4241 231 919 1031 5505 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=31 num_cat=0 split_feature=3 9 9 3 1 13 3 10 1 3 11 10 3 12 0 3 15 8 3 3 11 0 14 8 0 3 8 3 1 3 split_gain=1297.63 190.256 170.611 45.7908 45.4889 38.7564 37.4837 31.8275 28.655 28.1024 22.5594 19.8036 18.6039 15.9423 15.5548 31.641 19.4116 14.561 15.6028 14.2669 13.0437 12.4309 12.4086 18.6714 12.3771 11.7063 10.8639 10.7596 10.4588 10.9008 threshold=6.3166666666666673 1.0000000180025095e-35 0.58571428571428574 4.8819444444444455 0.23611111111111113 52.500000000000007 7.354166666666667 1.0000000180025095e-35 0.13392857142857145 2.7638888888888893 0.15476190476190479 0.5277777777777779 11.211111111111112 37.553500000000007 1.0000000180025095e-35 9.2250000000000014 1.0000000180025095e-35 0.12500000000000003 6.4722222222222232 8.9500000000000011 0.58571428571428574 3.5000000000000004 1650.0000000000002 0.44791666666666674 1.5000000000000002 7.7071428571428582 -0.22916666666666666 2.2250000000000005 0.11805555555555557 7.0500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 8 9 -3 -2 19 10 24 -1 14 21 -6 16 17 -9 20 -19 -7 25 -8 23 26 -4 -16 -5 -26 29 -13 right_child=1 5 4 22 13 7 12 11 -10 -11 -12 28 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=0.017297740307089089 -0.015164383681183714 -0.033053369479122116 0.046326630928920115 -0.016434561720089086 0.029025353952295094 -0.011462161317732804 -0.027813086555531819 -0.010656657418906409 0.0099532720930770938 0.036657976077522372 0.036579815351164301 0.012268317829389945 -0.04397570272825567 0.0072447918438118325 -0.011245774253949967 -0.04142393008573568 -0.00056243813976622448 0.071289239364827381 0.00052435691142894286 -0.034253229953378601 0.011550169847248645 -0.041180262215083863 0.011777409543985078 0.038565290230040315 0.090917796881233304 -0.031768962936280301 0.0024218261982310407 0.058661698831627175 -0.0069927966067647729 0.072650027403217673 leaf_weight=273.31563749909401 299.82265120744705 171.54753775894642 156.44500601291656 92.961597576737404 530.37926840782166 119.63495457172394 732.82948257029057 888.37269440293312 342.72046698629856 544.33506077528 340.88236856460571 14.596288844943048 386.48668992519379 99.82702873647213 206.01843011379242 92.486661985516548 1026.7103050649166 8.3547072708606702 115.12715862691402 161.1719064116478 41.901704415678978 228.04918012022972 583.71664421260357 31.728864893317223 34.854445084929466 104.83994674682617 428.37952063977718 100.1061214953661 15.902340784668921 15.319640159606932 leaf_count=1358 1708 1031 709 484 2579 675 4341 4941 1751 2598 1637 72 2419 498 1129 564 5505 45 630 968 229 1400 3028 161 151 599 2228 447 85 74 internal_value=-6.1489e-05 -0.0175151 0.0226362 0.0134767 0.035718 -0.00998147 -0.0311537 -0.00857317 0.0215362 0.0433664 0.0279994 -0.00680037 -0.0347117 0.0255752 -0.00740123 -0.014662 -0.00524497 -0.00946484 0.00531227 -0.0245433 -0.0146375 -0.0309856 0.00669253 0.00132589 0.0558975 -0.0181674 -0.000940502 0.066992 0.0257723 0.0431892 internal_weight=8188.82 4629.17 3559.65 2093.71 1465.95 2981.98 1647.19 2810.44 956.918 835.741 614.198 2529.63 1347.37 630.206 2483.81 568.729 1915.08 476.242 123.482 280.807 352.76 960.879 1136.79 553.07 291.406 310.858 521.341 134.961 45.8183 29.9159 internal_count=44044 26415 17629 10647 6982 16547 9868 15516 4746 3905 2995 13873 8160 3077 13642 3196 10446 2632 675 1643 1957 5741 5901 2873 1307 1728 2712 598 231 146 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=31 num_cat=0 split_feature=3 9 3 1 13 3 10 9 1 4 9 2 12 3 10 15 3 0 3 11 3 10 13 12 14 13 8 11 1 0 split_gain=1170.51 177.949 152.323 46.1434 36.087 35.7677 29.418 27.8626 26.4111 21.5164 19.0035 17.2006 15.4131 27.5129 16.753 18.4782 14.5398 14.0999 13.8431 13.6953 12.576 11.5433 13.4304 10.6235 11.1298 12.5978 10.6229 11.8645 13.7262 10.6128 threshold=6.3166666666666673 1.0000000180025095e-35 3.8944444444444448 0.13392857142857145 52.500000000000007 8.3541666666666696 1.0000000180025095e-35 0.31666666666666671 0.13392857142857145 2.5000000000000004 0.5634920634920636 0.58571428571428574 33.536500000000011 8.8166666666666682 0.29285714285714287 1.0000000180025095e-35 4.5277777777777786 2.5000000000000004 10.950000000000001 0.81666666666666676 11.535714285714286 0.73214285714285732 56.750000000000007 38.086500000000008 1650.0000000000002 56.750000000000007 0.12499999999999997 0.29285714285714287 0.15476190476190479 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 3 9 -3 -2 18 16 -9 -1 12 -5 14 26 15 -8 -4 23 -6 21 29 22 -19 24 -13 -26 27 -14 -29 -7 right_child=1 4 7 11 6 20 10 8 -10 -11 -12 17 13 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.04846958800077885 -0.02025832004329349 -0.032028441013300456 0.017419210629944403 0.01072814523353282 -0.015792450572315309 -0.02862788184750702 -0.010516803641948617 0.02463686536490595 0.0093334645551878155 0.029317624871858069 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53.508101433515549 150.72812366485596 leaf_count=2212 3434 1031 1097 821 1069 3285 5010 3067 2599 982 177 557 853 684 55 5529 3795 336 574 991 2193 367 212 94 333 166 663 603 299 956 internal_value=-6.65499e-05 -0.0168169 0.0213056 0.0334186 -0.00954015 -0.0301579 -0.00818723 0.0125524 0.0178098 0.0427817 -0.00648753 0.0252412 -0.00700468 -0.0144088 -0.00491029 -0.0052622 0.00619766 0.0289253 -0.0236574 0.0345452 -0.0357427 0.024806 0.014562 0.0191465 0.0222262 0.0342176 -0.00876787 -0.0136099 -0.00429965 -0.0318841 internal_weight=8174.2 4582.61 3591.6 1506.64 2965.25 1617.36 2796.98 2084.95 1140.99 702.4 2520.1 804.241 2484.84 547.901 1936.94 1925.91 943.959 641.416 276.881 407.326 1034.02 191.372 112.844 234.09 216.03 102.074 437.107 315.398 164.123 694.122 internal_count=44044 26415 17629 7071 16547 9868 15516 10558 5666 3194 13873 3877 13696 3102 10594 10539 4892 3056 1643 1906 6434 915 548 1150 1056 499 2418 1755 902 4241 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=31 num_cat=0 split_feature=3 9 9 3 1 13 3 10 1 3 3 9 11 12 3 14 10 3 12 8 13 11 14 8 12 8 8 12 0 15 split_gain=1056.39 166.324 135.373 34.7175 34.6043 33.5837 32.6505 27.1777 23.4061 23.3006 17.4387 17.0255 16.7345 14.1424 25.7719 15.4879 13.5083 13.1445 13.0874 12.2531 12.1616 11.6125 10.7443 15.5627 10.91 10.3258 14.5163 11.1331 10.2157 13.2375 threshold=6.3166666666666673 1.0000000180025095e-35 0.5277777777777779 7.354166666666667 0.2678571428571429 52.500000000000007 4.8819444444444455 1.0000000180025095e-35 0.13392857142857145 2.683333333333334 11.535714285714286 0.5634920634920636 0.15476190476190479 33.536500000000011 8.8166666666666682 1450.0000000000002 0.47222222222222227 10.950000000000001 37.587500000000006 -0.1979166666666666 54.500000000000007 0.73214285714285732 1650.0000000000002 0.44791666666666674 35.077500000000008 -0.20833333333333337 -1.0000000180025095e-35 36.95300000000001 2.5000000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 -2 9 -3 8 17 12 -4 19 13 -1 15 -15 -9 20 -7 21 -5 -17 -6 23 -8 -25 -11 27 -27 -23 -30 right_child=1 5 4 10 18 7 22 11 -10 25 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 28 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.015189856659614372 -0.013675148600997101 -0.031027083918424958 0.048169753820509115 -0.049608901089128007 0.011558580671892527 -0.015138642529187372 -0.0011257379363351638 -0.010585610975137133 0.0076841825205050153 0.017024919446337664 -0.042613515406672964 0.028086064877158087 0.031801076576797489 -0.0083732317175910509 -0.035622518954467386 -0.016978870960856922 0.067901667839026625 -0.038509608085341485 0.003773406740590437 -0.027742272664431397 -5.3813961532712848e-05 0.021538651280683767 0.010689950829976813 -0.019482986420264768 0.051400791581916988 0.067719374125069967 0.031086838181358406 0.026564079800207564 0.057887633691907053 0.028401702231082043 leaf_weight=275.3825107216835 294.01787257194519 165.09742249548435 315.96739523112774 69.006147563457489 124.94322618842125 183.59931772947311 516.44817018508911 704.73312211036682 321.91933254897594 102.12975600361824 330.78257645666599 35.717969015240669 337.35694262385368 435.02205485105515 108.39165715873241 117.443369358778 7.014614224433898 89.487017467617989 87.268874928355217 894.72274713218212 1102.6212986111641 202.28677506744862 583.85397081077099 7.0171287357807186 23.976474657654762 51.74527995288372 473.76714403927326 24.079207003116608 56.728448688983917 115.69210322201252 leaf_count=1347 1708 1031 1377 444 608 1069 2678 3888 1631 488 2193 177 1579 2418 684 651 32 574 434 5523 6023 978 3000 35 119 240 2204 112 262 537 internal_value=-7.05783e-05 -0.0161421 0.0200719 -0.0291852 0.0312173 -0.0091165 0.011685 -0.00781716 0.0186004 0.0370269 -0.0327079 -0.00618798 0.0243355 -0.00668256 -0.0138085 -0.00467805 -0.00128524 -0.022797 0.0216387 -0.029308 -0.00168302 0.0247591 0.00597163 0.000939479 0.0353523 0.0316247 0.0343377 0.0546499 0.0291607 0.0381029 internal_weight=8158.22 4537.66 3620.56 1588.53 1554.61 2949.13 2065.95 2784.03 934.659 967.689 1294.51 2510.94 612.739 2475.23 543.414 1931.81 1227.08 273.086 586.919 963.729 1220.06 499.651 1131.3 547.442 30.9936 651.721 549.592 75.8245 374.707 172.421 internal_count=44044 26415 17629 9868 7240 16547 10389 15516 4557 4421 8160 13873 2926 13696 3102 10594 6706 1643 2819 5967 6674 2385 5832 2832 154 3044 2556 352 1777 799 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=31 num_cat=0 split_feature=3 9 3 1 3 13 9 10 1 10 4 8 3 13 3 0 3 8 15 9 2 1 3 12 12 14 0 14 3 0 split_gain=953.727 155.375 121.814 40.0742 33.0318 31.2377 26.9781 25.0963 23.054 16.1243 14.8234 14.2769 13.6203 13.56 12.6477 12.6186 27.3262 19.9226 15.877 13.1874 14.046 12.3822 11.8261 10.8102 10.5784 11.6908 11.1795 10.3987 10.3625 10.2262 threshold=6.3166666666666673 1.0000000180025095e-35 3.5277777777777781 0.2678571428571429 8.3541666666666696 52.500000000000007 0.29285714285714287 1.0000000180025095e-35 0.13392857142857145 0.5277777777777779 2.5000000000000004 0.12500000000000003 4.5277777777777786 57.250000000000007 8.9500000000000011 1.0000000180025095e-35 7.5277777777777786 0.64583333333333359 1.0000000180025095e-35 0.35416666666666669 0.35416666666666669 1.0000000180025095e-35 11.535714285714286 34.755000000000003 38.495000000000012 1750.0000000000002 9.5000000000000018 2885.0000000000005 6.6833333333333345 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 10 -2 28 12 14 11 15 -1 13 27 23 -7 18 -17 19 -9 -18 -21 -14 29 -8 25 26 -5 -4 -3 -6 right_child=1 5 6 24 22 7 8 9 -10 -11 -12 -13 21 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.041819235908043755 -0.0186399139459597 0.043230088372010242 0.014254173878644059 0.01227332875534087 -0.026731243037723607 -0.0095864806518168449 0.0035077791302877449 -0.0094563560589599541 0.0090968185086891841 0.023260642557879498 0.026106327315680453 0.035003193866233191 0.0042743651448261914 0.0038424876984844516 -0.031444981871439126 -0.0025848662905645033 -0.033578994057547974 0.024589211405997471 -0.00028591049503545773 0.035475058028835972 -0.026734534309427883 -0.015372314164692959 -0.041624639845604508 0.02539682065171895 -0.010321434399041089 0.030096592373996381 0.047696340638161909 0.092788889466626334 -0.032230245237097721 -0.041786647859685236 leaf_weight=603.26663716137409 569.49810020625591 4.6850127577781668 221.64525726437569 265.91813653707504 525.5927400290966 116.89306718111038 65.538086354732513 875.67710982263088 621.46419368684292 46.521656692028046 199.8138630092144 166.74631184339523 580.93363232910633 125.40609838068485 152.53002519905567 293.3581477701664 206.38689875602722 18.959909871220589 1023.8117299228907 15.317971706390379 22.258039101958275 93.041692852973938 321.93562746047974 404.77750997245312 26.542677462100983 243.55359236896038 24.309816256165504 4.2967059761285773 157.34539414942265 143.60677947103977 leaf_count=2651 3434 28 1084 1269 3285 675 314 4941 3126 231 919 781 3041 603 968 1613 1262 108 5505 86 127 485 2193 1933 135 1155 112 21 1003 956 internal_value=-7.37857e-05 -0.0154899 0.0189229 0.0307494 -0.0282363 -0.00870933 0.0118628 -0.00746188 0.0162449 -0.00590071 0.0379097 0.0220711 0.00512371 0.0184513 -0.0219614 -0.00645314 -0.0130761 -0.0247818 -0.00451355 -0.0286188 -0.00137461 0.00156216 -0.0337502 0.0223466 0.020487 0.022019 0.0152404 0.0157477 -0.0300484 -0.0299621 internal_weight=8141.63 4494.38 3647.25 1363.4 1560.63 2933.74 2283.85 2771.71 1383.93 2502.29 803.081 762.468 899.917 595.722 269.423 2455.77 556.281 262.923 1899.49 243.963 37.576 673.975 991.135 470.316 560.324 533.782 290.228 225.942 162.03 669.2 internal_count=44044 26415 17629 6241 9868 16547 11388 15516 6757 13873 3570 3631 4631 2850 1643 13642 3196 1583 10446 1475 213 3526 6434 2247 2671 2536 1381 1105 1031 4241 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=31 num_cat=0 split_feature=3 9 3 3 13 1 4 12 9 10 9 9 1 3 8 3 10 1 14 0 1 10 0 11 12 8 13 8 8 12 split_gain=861.351 145.023 109.653 32.0667 29.1773 27.14 31.4361 26.7825 36.5711 24.1863 21.8453 18.6021 18.5168 16.3252 16.0937 13.8121 13.7366 13.6729 12.9297 12.3795 11.9839 11.6985 11.4016 11.2785 10.8874 10.5523 9.77884 9.5069 10.3594 11.9714 threshold=6.3166666666666673 1.0000000180025095e-35 4.3166666666666673 7.354166666666667 53.500000000000007 0.15476190476190479 2.5000000000000004 33.805000000000007 0.29285714285714287 0.41428571428571431 0.21111111111111114 0.5277777777777779 0.2678571428571429 11.211111111111112 -0.64583333333333315 9.0500000000000025 0.86607142857142871 1.0000000180025095e-35 1450.0000000000002 1.5000000000000002 0.13392857142857145 0.47222222222222227 3.5000000000000004 0.13392857142857145 37.553500000000007 0.20833333333333334 57.250000000000007 -0.20833333333333337 -0.072916666666666616 37.653500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 26 9 6 16 18 15 -3 17 -7 23 22 -12 -9 27 -4 -6 -18 25 -20 -5 -10 -13 -16 -2 -1 -29 -30 right_child=1 4 10 13 7 11 -8 8 12 -11 14 24 -14 -15 20 -17 19 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.0097764692499737998 -0.0082822568080091856 -0.026651147368070505 0.0030995211159993217 -0.024122660735610341 -0.0091170774319105537 0.0066041273494848399 0.02044903958307218 -0.01678363327323136 -0.015930262694309204 0.032661410716766308 -0.010116413952473528 0.025929538313426877 -0.028920225778760536 -0.039987560234239779 0.015320399842842631 -0.034804112250128576 0.036797424115067645 -0.023567752558320408 -0.00084792388851924439 0.05777136345243096 0.0073663796071482676 0.059264489642639022 -0.037461975419235224 0.011740626191958906 0.0089053258635966633 0.031519691179714641 -0.033393156019676719 0.057183720544958155 0.024983731747794009 0.048587973761062608 leaf_weight=43.870910570025444 242.56501488387585 283.1317155957222 556.32177290320396 688.48200005292892 662.24241065979004 215.73822528123856 419.62072253227234 292.55850604176521 46.646417707204819 18.298412904143333 71.975629344582558 614.49297527968884 46.083877921104431 347.75322192907333 474.4460082501173 167.04799903929234 156.09696015715599 52.612501904368401 1219.7985539138317 128.07794883847237 375.03715083003044 8.1476290971040708 208.76419985294342 174.90071333944798 110.85583892464638 127.55725748836994 46.146515026688576 43.828130483627319 209.01593296229839 72.295840784907341 leaf_count=203 1435 1754 2897 4341 3680 1078 1967 1687 263 103 366 2847 264 2419 2292 1104 669 276 6706 541 1899 37 1400 949 534 606 273 198 933 323 internal_value=-7.64077e-05 -0.0148607 0.0178514 -0.0273093 -0.00831964 0.0256912 0.0311276 -0.00662319 -0.0147772 -0.0230506 0.00832846 0.0194939 -8.37046e-05 -0.0307908 0.0127012 -0.0233333 0.0379878 0.000795443 -0.00348597 0.0462504 0.0143821 -0.000449068 -0.0272263 0.00591456 0.0233277 0.0187528 -0.0122959 0.0316247 0.0345727 0.0310499 internal_weight=8124.41 4452.57 3671.84 1533.71 2918.86 2013.89 1072.81 2617.43 727.238 301.43 1657.95 941.087 267.631 1245 1049.02 459.607 653.186 608.934 1890.19 284.175 977.04 1227.95 897.246 221.547 725.349 602.003 288.712 369.011 325.14 281.312 internal_count=44044 26415 17629 9868 16547 9293 4834 14690 4267 1857 8336 4459 1476 8160 5163 2791 2867 3173 10423 1210 4797 6743 5741 1212 3381 2898 1708 1657 1454 1256 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=31 num_cat=0 split_feature=3 9 9 3 13 1 3 10 1 11 3 9 14 8 3 3 3 10 1 12 11 9 0 0 15 14 13 12 8 15 split_gain=778.171 135.286 98.6946 30.43 27.4931 25.5574 24.6239 21.4441 17.2641 20.5852 16.0373 13.9649 13.2599 11.8869 13.7855 11.8077 11.1495 10.638 11.2197 9.8826 9.6725 9.62865 9.61129 8.98649 11.213 9.34072 10.9822 9.33424 12.2757 8.47524 threshold=6.3166666666666673 1.0000000180025095e-35 0.5277777777777779 8.3541666666666696 52.500000000000007 0.2678571428571429 5.354166666666667 1.0000000180025095e-35 0.10555555555555557 0.15476190476190479 2.683333333333334 0.5634920634920636 1650.0000000000002 -0.052083333333333363 7.8660714285714297 10.950000000000001 11.535714285714286 0.5277777777777779 0.2678571428571429 37.587500000000006 0.73214285714285732 0.31666666666666671 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1750.0000000000002 56.750000000000007 34.368500000000004 -0.32291666666666657 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 -2 21 10 8 15 9 -1 -4 13 -10 14 -9 -6 22 18 29 20 -7 -3 -5 25 -25 -22 -27 -26 -29 -15 right_child=1 4 5 16 7 19 -8 11 12 -11 -12 -13 -14 17 -16 -17 -18 -19 -20 -21 23 -23 -24 24 27 26 -28 28 -30 -31 leaf_value=0.010359789767488744 -0.017121151160869024 -0.032252935043914847 0.040210860964541975 -0.024961114413013508 -0.013100849567281607 0.0087916724406147152 0.0020862873619268319 -0.0089448972137800547 -0.0037280513082471609 0.025166524615943542 0.026697371833829159 0.025408806797626107 0.013440455613577344 -0.0080292796707733018 -0.039359650313991752 -0.035832601962979049 -0.03971545019104173 0.026560960775630034 -0.033027011820901016 0.0025998759717228183 0.0080202773349258814 0.010737554577872567 -0.039903209613493126 0.050809989594720106 -0.00064713561514210334 0.041243919180826566 0.0047391374939314548 -0.02771783752779702 0.037765425785043813 -0.0018319478492856553 leaf_weight=491.89898949861526 556.7027689665556 142.32498142123222 326.45702864229679 509.33737680315971 178.5554257184267 127.54491931200027 702.7847131639719 119.74593091011047 208.27011619508266 448.99435280263424 670.44006784260273 36.364828079938889 244.48439425230026 1047.7045500129461 54.08220973610878 84.00204573571682 305.19645711779594 26.652167096734047 35.685821756720543 88.11801466345787 114.15742048621178 14.336442351341246 136.45356799662113 58.740587472915649 28.843779131770134 63.092549681663513 30.593373477458954 7.8417330682277671 81.955542057752609 1165.232860699296 leaf_count=2438 3434 941 1377 3285 1069 608 3600 679 1046 2082 3044 177 1223 5992 341 574 2193 131 211 434 541 90 956 262 130 293 144 37 370 6342 internal_value=-7.84303e-05 -0.0142531 0.0168518 -0.0264053 -0.00794548 0.0262131 0.00971715 -0.00678402 0.0135652 0.0174256 0.0311227 -0.00534846 0.00554283 -0.00580515 -0.0184077 -0.0203736 -0.0318401 -0.00484234 -0.00521455 0.018068 0.0207262 -0.0283188 -0.0281183 0.0246776 0.0329441 0.0176226 0.0293232 0.0240984 0.032047 -0.00476604 internal_weight=8106.6 4412.38 3694.22 1507.69 2904.69 1597.79 2096.43 2748.03 1393.65 940.893 996.897 2485.47 452.755 2449.1 173.828 262.557 950.987 2275.28 2248.62 600.888 512.77 156.661 645.791 385.225 177.382 207.843 93.6859 118.641 89.7973 2212.94 internal_count=44044 26415 17629 9868 16547 7240 10389 15516 6789 4520 4421 13873 2269 13696 1020 1643 6434 12676 12545 2819 2385 1031 4241 1777 799 978 437 537 407 12334 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=31 num_cat=0 split_feature=3 9 3 3 13 1 4 10 9 3 9 8 13 9 1 12 8 3 8 3 8 1 10 1 12 8 13 3 12 8 split_gain=703.167 126.097 89.031 29.5204 25.5345 21.9245 25.7771 19.7672 18.3294 15.2449 14.6592 14.071 12.5805 12.5298 12.3824 11.977 11.8093 11.1781 10.9247 12.9805 10.5394 9.84695 9.53429 10.3896 9.3081 9.29307 9.20652 9.15114 8.91067 9.67441 threshold=6.3166666666666673 1.0000000180025095e-35 4.3166666666666673 7.354166666666667 52.500000000000007 0.15476190476190479 2.5000000000000004 1.0000000180025095e-35 0.21111111111111114 11.535714285714286 0.5277777777777779 -0.64583333333333315 57.750000000000007 0.5634920634920636 1.0000000180025095e-35 32.780000000000008 -0.1979166666666666 10.950000000000001 -0.052083333333333363 7.8660714285714297 -0.20833333333333337 0.13392857142857145 0.5277777777777779 0.2678571428571429 34.642000000000003 0.20833333333333334 57.250000000000007 6.6833333333333345 35.135500000000008 0.30208333333333343 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 26 27 6 12 17 14 16 24 -10 20 18 -4 -14 -5 -6 19 -9 -1 25 23 -20 -7 -13 -2 -3 29 -27 right_child=1 4 8 9 7 10 -8 13 11 -11 -12 21 15 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=0.010879334334562646 -0.0071242842055075934 0.04073775894979758 0.0026298722688976196 -0.046669932869322424 -0.012542748012453114 0.024432477951070036 0.018149928739728517 -0.0085401077641377634 -0.010026133411140186 -0.038775993468080396 0.020739613020354056 0.013604606209331464 0.070939763345873527 0.023882194864685059 -0.022849809772999885 0.013116395187596898 -0.024154711849671655 -0.03486309090067443 -0.0045398659557221843 -0.038320687269850079 0.038764017859209805 0.0065392889000483265 0.02495261489614365 -0.031989976534150283 0.00014671740306772469 0.056708176614583286 -0.031818625060072152 -0.029586816691311715 0.035233410705505057 -0.014707979420450138 leaf_weight=36.248737022280693 239.05757687985897 4.774067908525466 558.73660407960415 62.582545012235641 177.21051245927811 51.846522822976112 425.83618621528149 119.16582091152668 71.895052924752235 297.16708517074585 736.67099411785603 480.28397010266781 9.8469740152358991 36.744762614369392 52.131182909011841 98.90170630812645 839.02332708239555 82.070845097303391 2207.2424778342247 52.803923040628433 519.95836627483368 377.63784077763557 26.943778157234192 35.017775267362595 165.07419115304947 6.2448711395263699 44.819674327969551 149.10251821577549 103.83465012907982 19.70631742477417 leaf_count=165 1435 28 2897 444 1069 254 1967 679 366 2193 3381 2292 42 177 276 430 5523 574 12334 341 2230 1899 131 211 824 30 273 1003 484 92 internal_value=-7.97011e-05 -0.0136662 0.0159165 -0.0255214 -0.00758646 0.0229135 0.0277548 -0.00647233 0.00735343 -0.0289546 0.0173756 0.0113302 0.0339057 -0.00509787 0.000455448 0.0183522 -0.0257175 -0.0196079 -0.00553408 -0.0176843 0.0369467 0.0128847 -0.00461329 -0.00496856 0.00595129 0.0168125 -0.0110231 -0.027405 0.0286837 0.00247754 internal_weight=8088.58 4373.73 3714.85 1482.65 2891.08 2044.38 1090.79 2737.2 1670.47 1198.77 953.592 1059.6 664.956 2477.92 610.868 108.749 901.606 259.281 2441.17 171.97 556.207 987.708 2269.2 2242.26 216.921 610.07 283.877 153.877 129.786 25.9512 internal_count=44044 26415 17629 9868 16547 9293 4834 15516 8336 8160 4459 5163 2867 13873 3173 472 5967 1643 13696 1020 2395 4797 12676 12545 1078 2898 1708 1031 606 122 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=31 num_cat=0 split_feature=3 9 3 1 3 13 11 9 8 9 12 1 3 13 1 12 1 15 3 8 8 13 0 3 0 12 0 3 13 13 split_gain=635.599 114.309 84.1631 27.5147 27.312 25.1941 21.0985 19.047 17.3658 15.6352 34.8058 14.8269 14.7783 14.3501 13.7454 13.45 13.1117 13.0751 12.7168 12.1365 11.6307 11.0446 10.7768 16.0977 10.5942 10.3499 10.2109 9.42811 9.12406 8.93214 threshold=6.4142857142857155 1.0000000180025095e-35 3.5277777777777781 0.2678571428571429 7.354166666666667 52.500000000000007 1.0000000180025095e-35 0.21111111111111114 -0.20833333333333337 0.29285714285714287 34.205000000000005 0.15476190476190479 11.211111111111112 57.250000000000007 1.0000000180025095e-35 34.735500000000009 1.0000000180025095e-35 1.0000000180025095e-35 9.0500000000000025 0.57291666666666685 0.77083333333333359 56.750000000000007 1.5000000000000002 2.2250000000000005 3.5000000000000004 38.995000000000012 8.5000000000000018 5.8166666666666673 57.250000000000007 56.250000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 22 28 -3 19 14 -9 10 17 25 24 15 27 -10 21 -8 -12 -7 26 -17 29 -24 -6 -11 -15 -4 -2 -1 right_child=1 5 7 -5 12 6 9 8 13 11 18 -13 -14 20 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.028771389498479183 -0.006250286030171164 -0.027450004159933816 0.0087901526574937234 0.016103238044156538 -0.021572151836259358 -0.024137022303029092 -0.0081670214857451368 0.0028661076531581839 0.003796185058248136 0.012782550103253002 -0.013761971125653305 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100.42929337918758 leaf_count=950 1342 1022 2462 2671 4341 1313 5212 1846 685 739 1065 377 2419 632 320 1389 1959 5573 824 103 28 528 190 1996 1400 62 518 1391 253 434 internal_value=-8.05668e-05 -0.0133152 0.0147964 0.0244984 -0.0247853 -0.00748171 -0.00636757 0.00908851 0.0122912 -0.00500269 -0.00623966 0.00789773 -0.0280438 0.0152091 0.00287322 0.0179738 0.0204466 -0.003788 -0.0221184 -0.0207795 0.00444483 0.0266945 0.0303205 0.0348374 -0.0246052 0.016603 0.00275286 0.00470767 -0.010232 0.023143 internal_weight=8070.43 4270.96 3799.47 1407.34 1439.85 2831.11 2681.49 2392.13 1578.65 2449.51 2235.19 214.324 1176.44 1205.46 813.478 959.117 816.677 1936.24 298.954 231.98 246.346 414.021 831.026 510.045 854.664 149.026 240.513 753.455 263.407 320.981 internal_count=44044 26045 17999 6241 9755 16290 15268 11758 7585 13852 12674 1178 8160 5739 4173 4561 3876 10785 1889 1416 1178 1917 3570 2186 5741 801 1150 3853 1595 1384 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=31 num_cat=0 split_feature=3 9 9 3 3 13 9 12 9 1 1 4 3 14 8 12 8 14 1 4 12 3 10 11 0 10 4 12 13 12 split_gain=574.85 109.361 73.7857 26.8611 23.8294 22.6521 21.3506 21.0774 28.7174 20.6441 14.818 12.8416 11.9677 11.6116 10.9152 11.634 10.8115 12.2544 10.6614 12.9495 10.2348 10.0809 9.70568 9.20754 8.9511 8.77743 8.40605 8.15064 8.12507 7.94344 threshold=6.3166666666666673 1.0000000180025095e-35 0.61250000000000016 8.3541666666666696 4.5277777777777786 53.500000000000007 0.10555555555555557 33.805000000000007 0.29285714285714287 0.23611111111111113 0.31666666666666671 2.5000000000000004 10.950000000000001 1450.0000000000002 -0.20833333333333337 34.556500000000007 0.44791666666666674 1650.0000000000002 1.0000000180025095e-35 4.5000000000000009 35.077500000000008 11.535714285714286 0.47222222222222227 0.13392857142857145 3.5000000000000004 0.5634920634920636 4.5000000000000009 39.005000000000003 56.250000000000007 37.553500000000007 decision_type=2 2 2 2 2 2 2 2 2 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 -1 6 -3 13 12 11 23 14 -9 -7 15 -4 17 18 19 -6 -18 24 -15 -10 26 -8 -5 -25 -13 -11 right_child=1 5 9 21 16 7 25 8 10 29 -12 28 -14 22 -16 -17 20 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=0.014747132465789693 -0.015005082242584976 -0.027072818027042558 -0.065672703001357621 0.0086547818760874598 0.010807762813631118 -0.0080322214146039024 0.00034135822831410096 -0.016174719369381689 -0.014840328921504936 0.018822034788562206 -0.02810975037485814 0.024516496248425376 -0.035872039585016974 -0.00014280989185366073 0.034329582582158999 0.017412577280341183 -0.0096255757860003264 0.0080265565739130271 -0.010600470627707387 -0.0075904353946845294 0.030785885915558642 -0.036953633995598645 0.054009515460594321 0.0071715298514530932 -0.037350617376207366 0.064492615252342039 -0.023838220922847857 0.04769320267202154 0.0033008393795998844 0.003345045813533648 leaf_weight=961.01029939949512 539.17439344525337 229.4637288749218 4.6967068761587134 20.792236804962158 229.4178365021944 653.75409956276417 51.769327998161316 339.73192095756531 46.17459300160408 536.08232560753822 39.472094297409058 145.99560284614563 99.758103251457214 1210.5121889710426 538.79486364126205 40.934630379080772 20.397835150361061 658.66066467761993 220.28717786073685 164.01751513779163 67.566119104623795 282.06179447472095 8.3312548547983152 167.18531316518784 127.11018995940685 5.9443338215351096 466.21782343089581 13.404548287391661 65.319954171776772 98.070357427000999 leaf_count=4484 3434 1511 21 140 1137 3680 316 2069 267 2429 238 645 722 6706 2273 185 99 3297 1118 858 321 2193 37 900 956 30 3145 71 292 470 internal_value=-8.12538e-05 -0.012558 0.0142235 -0.0238234 0.00871992 -0.00691513 -0.0202355 -0.00543148 -0.0127955 0.0231584 0.000163326 0.0285216 -0.0206457 -0.00265621 0.032341 0.00886084 0.00446202 0.00329001 -0.00179335 0.00313782 0.0214149 -0.0291288 0.000227342 0.00508472 -0.0255349 0.00694875 -0.022451 0.0101793 0.0179585 0.0164286 internal_weight=8052.11 4300.86 3751.25 1435.36 2321.36 2865.5 287.177 2578.32 705.727 1429.89 266.237 795.742 439.49 1872.6 584.426 45.6313 1360.35 1272.38 613.723 393.435 87.964 896.182 1218.84 226.764 614.12 57.7137 487.01 180.59 211.316 634.153 internal_count=44044 26415 17629 9868 11314 16547 1857 14690 4267 6315 1476 3416 2791 10423 2479 206 6830 6410 3113 1995 420 6434 6743 1238 4241 346 3285 971 937 2899 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=31 num_cat=0 split_feature=3 9 3 3 13 11 1 4 9 3 8 9 9 12 3 13 8 8 15 10 10 13 12 10 12 14 9 8 12 12 split_gain=520.175 98.908 68.5229 25.0081 22.0025 18.3435 17.1957 20.0328 15.0592 13.7413 13.1886 13.0333 12.2139 11.8694 25.148 11.8023 11.3345 11.0273 10.7275 12.7574 10.4874 10.2218 10.3138 9.09608 10.1161 9.48577 8.82803 8.65877 13.6261 8.6527 threshold=6.4142857142857155 1.0000000180025095e-35 4.3166666666666673 7.354166666666667 52.500000000000007 1.0000000180025095e-35 0.15476190476190479 2.5000000000000004 0.21111111111111114 11.535714285714286 -0.64583333333333315 0.5634920634920636 0.5277777777777779 33.805000000000007 8.7638888888888911 53.500000000000007 -0.1979166666666666 0.57291666666666685 1.0000000180025095e-35 0.29285714285714287 0.21111111111111114 57.750000000000007 32.780000000000008 0.86607142857142871 34.853000000000009 2150.0000000000005 0.29285714285714287 0.22916666666666671 35.077500000000008 39.153500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 -2 -3 17 7 21 20 16 -10 13 29 15 26 -7 -5 -6 19 -17 -4 23 -23 24 -1 -26 -15 -12 -29 -8 right_child=1 4 8 9 5 11 12 -9 10 -11 27 -13 -14 14 -16 18 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0061686564082225901 -0.0091152159803208534 -0.025808862686314965 0.0016016686139353001 -0.044544011958007439 -0.022672721646816014 -0.021904984723444793 0.0054951215462904855 0.015222317966798691 -0.010791774325012587 -0.036052224632300178 0.0085323146033555852 0.028719728299422761 0.01754425642196273 -0.012151175598076604 -0.028565292240259849 -0.0069797891292442578 -0.021665758979355815 0.017631787030307596 0.0012097789778739473 0.061278344431245406 -0.023555485489285304 0.063267708825882771 0.010204821992315389 0.03869541699237266 0.032915672287882544 -0.0020098931339372081 0.0043229854362074093 -0.0035436576724206591 0.026155783084782259 -0.068929625376967257 leaf_weight=53.460010215640068 259.52255541086197 144.77354824542999 598.27964028716087 58.055386364459991 208.41559998691082 80.587956756353378 216.16663865745068 433.57508444786072 74.821219936013222 274.84379070997238 808.43301396071911 29.126404821872711 750.46894659101963 165.86484691500664 154.62193985283375 854.09018637239933 802.1605956107378 18.475106671452522 983.84750913083553 6.9006430506706229 44.509117633104324 10.078735157847403 100.19029805064201 255.14307668805122 237.70740142464638 21.172987625002861 159.53792931139469 49.514509558677673 175.53061701357365 3.9771769046783438 leaf_count=232 1595 1022 3119 444 1313 482 1058 1967 383 2193 3908 138 3381 987 1086 4933 5523 103 5311 32 234 42 430 1048 1024 91 883 239 823 20 internal_value=-8.15284e-05 -0.0122346 0.0132377 -0.0231179 -0.0068261 -0.00579351 0.0193688 0.0236154 0.00594821 -0.0263195 0.00947941 -0.00452631 0.0145064 -0.00492886 -0.0119631 -0.00317517 -0.0232098 -0.0193908 -0.00235699 -0.00643272 -0.000140308 0.0289847 0.0150548 0.0316915 0.0259701 0.0300592 -0.00407425 0.010947 0.0196213 0.00415054 internal_weight=8033.85 4200.82 3833.03 1394.58 2806.24 2661.47 2081.94 1111.33 1751.09 1135.06 1108.3 2434.58 970.613 2405.45 480.025 1925.43 860.216 226.891 1844.84 860.991 642.789 677.753 110.269 567.483 312.34 258.88 325.403 1033.48 225.045 220.144 internal_count=44044 26045 17999 9755 16290 15268 9293 4834 8706 8160 5353 13852 4459 13714 2956 10758 5967 1416 10276 4965 3353 2867 472 2395 1347 1115 1870 4970 1062 1078 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=31 num_cat=0 split_feature=3 12 3 4 13 3 11 9 8 0 13 12 1 8 3 8 9 14 1 11 13 10 1 1 12 15 12 13 12 8 split_gain=471.137 99.5048 66.6736 53.6028 26.4872 18.6531 18.0306 16.2299 14.2068 13.0958 11.516 15.8894 10.9836 10.4547 10.475 10.3098 10.1298 9.91683 9.7891 9.81983 10.0991 10.2411 8.81336 8.49258 7.87731 7.87001 7.61737 7.6097 7.33969 7.33658 threshold=6.6125000000000007 34.005000000000003 4.5277777777777786 4.5000000000000009 53.500000000000007 11.211111111111112 0.85357142857142865 0.41428571428571431 0.44791666666666674 1.5000000000000002 57.250000000000007 36.135000000000012 0.2678571428571429 -0.083333333333333273 7.8166666666666673 -0.64583333333333315 0.29285714285714287 1450.0000000000002 0.2678571428571429 0.15476190476190479 56.750000000000007 0.18333333333333338 0.15476190476190479 1.0000000180025095e-35 38.995000000000012 1.0000000180025095e-35 34.405000000000008 54.500000000000007 40.714500000000008 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 6 7 -2 9 18 13 15 -5 -8 25 24 14 -3 -4 23 -6 19 -1 27 -22 26 -17 -9 -12 -15 -21 -7 -11 right_child=1 3 8 5 17 28 10 12 -10 29 11 -13 -14 22 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.010044797929498693 -0.022795150541825814 -0.011152422105335095 -0.014210227176817389 -0.014949180093434317 -0.0076212663240627608 -0.037369050229856288 0.027497270493523608 0.012264481592993759 0.020656131599508628 -0.041840429258509247 0.049096542512485186 -0.016724723126250562 -0.022831802138432153 -0.03828601620619148 -0.036493489569897196 0.002082071616536989 0.008483560302710037 -7.7785092632605703e-05 0.0089404524925297425 0.012749422590373753 0.075189309285374956 0.012065758381419123 -0.02745092566634906 -0.014363900747338024 0.059283994022508439 0.011749009210420547 -0.00079624016000622933 0.027781038484210388 -0.016346277707513287 -0.024607573219958226 leaf_weight=327.21037961542606 180.19454845041037 99.758805155754089 80.517687067389488 401.56435525417328 673.35643629729748 342.49301646649837 556.22174057364464 77.720655962824821 126.23006477952003 70.225864000618458 21.361750438809395 37.38741372525692 20.704396471381187 14.304327845573424 68.975384458899498 660.54971027374268 702.70586843788624 1234.3280232101679 487.41872248053551 106.37749755382538 6.5586373209953299 316.38076144456863 41.760382011532784 89.085057288408279 10.060679942369459 41.526117607951164 256.72814592719078 403.8064389526844 47.245341822504997 512.42385800182819 leaf_count=1518 1211 608 420 2690 3839 2725 2424 411 601 526 93 165 124 90 490 3488 3397 6869 2269 464 29 1389 254 479 52 182 1604 1750 376 3507 internal_value=-8.14194e-05 -0.0120706 0.0121755 -0.0201495 -0.00447124 -0.0255626 0.0176784 -0.00754427 0.00453285 -0.0218965 0.0246855 0.00908883 0.00992686 -0.0114804 -0.0215114 0.00320511 0.00417061 -0.00274041 0.0148866 0.0173844 0.020267 0.0133477 -0.0060693 0.000127666 0.0176534 0.0244352 -0.00277484 0.0246468 -0.0348206 -0.0266846 internal_weight=8015.18 4051.84 3963.34 1963.97 2087.88 1373.95 2304.25 590.013 1659.09 984.214 656.497 100.275 108.486 481.527 168.734 1532.86 1452.34 1907.68 1647.75 1160.33 833.123 322.939 312.793 749.635 87.7813 62.8879 271.032 510.184 389.738 582.65 internal_count=44044 25376 18668 13457 11919 9824 10283 3633 8385 6723 2864 440 587 3046 1098 7784 7364 10708 7419 5150 3632 1418 1948 3967 463 275 1694 2214 3101 4033 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=31 num_cat=0 split_feature=3 9 3 3 10 13 12 1 0 8 11 3 1 13 3 8 9 3 13 12 3 15 13 8 8 9 14 12 12 11 split_gain=426.668 82.6078 42.2427 40.9627 23.315 23.9355 21.7813 18.1139 16.2387 14.4175 13.4912 12.7426 12.5036 11.8966 11.7928 10.6698 9.73301 9.43555 9.27186 8.93558 20.7525 10.3146 8.76812 8.697 8.62519 8.47862 8.59933 8.2075 10.5703 8.16377 threshold=5.8944444444444457 1.0000000180025095e-35 7.354166666666667 3.4722222222222228 0.41428571428571431 53.500000000000007 37.781500000000008 0.21111111111111114 1.5000000000000002 0.12499999999999997 1.0000000180025095e-35 11.535714285714286 0.15476190476190479 59.250000000000007 2.2250000000000005 -0.1979166666666666 0.95000000000000007 8.7071428571428573 57.250000000000007 13.555000000000001 7.1833333333333345 1.0000000180025095e-35 54.500000000000007 0.77083333333333359 -0.64583333333333315 0.29285714285714287 2940.0000000000005 38.145000000000003 39.095000000000006 0.85357142857142865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 18 7 5 17 16 8 -1 -8 -5 15 24 22 -10 -4 19 -3 -2 21 -21 -7 -6 -14 -12 -26 -27 -11 -29 -16 right_child=1 4 11 10 13 6 9 -9 14 27 12 -13 23 -15 29 -17 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.017777256902875148 -0.0035685562063658021 -0.0026874009828282805 -0.042973284340013143 0.0016043000132221518 0.027270069686041398 -0.006252920374812402 -0.027710274731141966 0.014113379080777456 0.059587522912323658 -0.027539905989548641 -0.030724115228764955 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121.45729856193066 leaf_count=1384 2252 350 444 2295 240 4752 1027 2801 151 70 53 2193 2560 34 871 5523 38 1460 428 1341 2010 5268 967 55 1842 2951 34 106 42 502 internal_value=-8.12965e-05 -0.00995788 -0.019334 0.0134226 -0.00518951 -0.00646729 -0.00497333 0.0203103 0.0258587 -0.0210118 0.00902178 -0.0246689 0.0112276 0.00970801 0.0330876 -0.0216548 -0.00364277 -0.0206701 -0.00662214 -0.00383119 -0.00940019 -0.00212292 0.00766601 0.00503366 0.0144039 0.0148589 0.0182383 0.00651558 0.0222645 0.0300545 internal_weight=7997.69 4619.24 1557.23 3378.45 3062 2820.12 2551.71 1317.08 694.909 195.474 2061.37 1096.89 1588.86 241.885 366.8 835.522 2356.23 268.409 460.346 2348.16 551.209 1796.95 233.951 538.585 1050.28 1039.8 666.429 38.2572 26.1597 329.129 internal_count=44044 28545 10840 15499 17705 16464 14654 5709 2908 1245 9790 8160 7495 1241 1524 5967 13409 1810 2680 13371 3351 10020 1207 2615 4880 4827 2985 218 148 1373 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=31 num_cat=0 split_feature=3 12 9 3 13 9 1 3 1 1 11 14 9 3 0 12 14 8 4 12 13 13 12 8 11 0 15 12 8 14 split_gain=386.858 86.0063 55.1608 48.1837 22.1305 21.4188 17.0597 16.2178 14.012 11.6896 11.7568 11.1502 11.1095 9.19845 11.1228 9.09448 8.85766 8.76737 8.82478 8.09459 7.79566 8.21785 7.46029 7.43536 7.34598 8.0486 9.43507 8.08287 10.0704 7.96876 threshold=6.6125000000000007 34.005000000000003 0.5277777777777779 8.7638888888888911 53.500000000000007 0.31666666666666671 0.2678571428571429 5.354166666666667 0.2678571428571429 0.10555555555555557 0.15476190476190479 1750.0000000000002 0.64583333333333337 11.535714285714286 3.5000000000000004 38.505000000000003 1450.0000000000002 -0.20833333333333337 2.5000000000000004 41.425000000000004 56.250000000000007 53.500000000000007 37.587500000000006 0.27083333333333337 0.73214285714285732 2.5000000000000004 1.0000000180025095e-35 34.368500000000004 -0.32291666666666657 1750.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 7 5 -2 19 -7 9 17 10 -1 15 13 14 -5 -11 -6 -4 23 -3 21 -20 24 -19 -10 29 -27 -28 -29 -26 right_child=1 3 8 12 16 6 -8 -9 22 11 -12 -13 -14 -15 -16 -17 -18 18 20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31 leaf_value=0.0070362134724298517 -0.021068932758177922 -0.01467879018700814 0.0080952197681042996 -0.019833953736127202 -0.0071079494920027152 0.012224252749387203 -0.026874433475905207 0.00059949209230781978 0.0039723542025757409 -0.0026395859991570044 0.018044137174614071 0.010511244170777563 0.065411635743637994 -0.033471895385270213 -0.036105212865048399 -0.046142259627027074 3.7621909702579743e-05 0.027704171070774872 -0.01828579659791137 0.066111750205659167 0.00032853429885711219 0.024088390346672036 -0.0012012258224350881 0.012968185864595888 0.002337716597761831 0.04128196740136128 -0.0054513272309520064 -0.02936506041104351 0.02950569402756302 0.021592294430326866 leaf_weight=504.29737202823162 174.76462070643902 755.54965049028397 110.89362373948097 497.76901848614216 669.15836022794247 146.69812449812889 34.45076248049736 882.07529191672802 132.07300153374672 221.20778276026249 467.34659272432327 229.43158668279648 3.2745933532714835 339.74995768070221 133.11693938076496 12.703914269804953 1232.5142731443048 616.22021313011646 12.472707360982893 3.1131462007760993 69.3010633289814 138.43560951948166 92.21981181204319 99.411735624074936 118.88972172141075 61.267796769738197 29.70027220249176 7.9397286623716345 85.381706774234772 98.054036512970924 leaf_count=2438 1211 4974 504 3545 3839 795 212 4589 609 1090 2082 1116 16 2853 1042 63 6869 2568 54 20 305 597 440 436 541 262 130 37 370 437 internal_value=-8.07157e-05 -0.0110888 0.0109297 -0.0187353 -0.00404158 -0.0106588 0.00478849 0.0059349 0.0178504 0.00921453 0.0123309 0.0026795 -0.0265289 -0.0268391 -0.0232672 -0.00500225 -0.00247675 0.0213886 0.0229638 -0.0143473 0.014211 0.0205861 0.0119299 0.0256571 0.0142005 0.0175673 0.0252507 0.0172668 0.024497 0.0110404 internal_weight=7979.48 3990.16 3989.32 1913.72 2076.44 939.812 181.149 2317.06 1672.26 1434.99 971.644 463.343 973.911 970.636 630.886 233.912 1901.67 1046.73 935.841 758.663 220.209 150.908 625.526 715.632 533.306 401.233 184.29 123.022 93.3214 216.944 internal_count=44044 25376 18668 13457 11919 6001 1007 11378 7290 6789 4520 2269 7456 7440 4587 1153 10708 4464 3960 4994 956 651 2826 3004 2386 1777 799 537 407 978 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=31 num_cat=0 split_feature=3 12 3 4 13 3 8 10 0 1 1 9 9 8 13 3 13 1 15 10 0 1 13 13 12 14 8 12 3 12 split_gain=350.07 79.5522 50.0552 46.1238 20.35 16.7584 13.9514 13.1469 13.9229 12.8582 11.6049 12.9768 11.4026 11.0309 9.76747 8.59603 8.52727 8.19868 8.11359 9.33727 9.13437 7.97187 7.86359 7.5694 6.98324 6.95076 6.84368 6.83695 8.7021 7.39006 threshold=6.6125000000000007 34.005000000000003 4.3166666666666673 4.5000000000000009 53.500000000000007 8.0500000000000025 -0.083333333333333273 0.85357142857142865 1.5000000000000002 0.11805555555555557 0.15476190476190479 0.5634920634920636 0.21111111111111114 -0.64583333333333315 56.250000000000007 7.8660714285714297 52.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.47222222222222227 6.5000000000000009 0.2678571428571429 58.750000000000007 54.500000000000007 34.368500000000004 2150.0000000000005 0.39583333333333337 40.714500000000008 11.211111111111112 36.753000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 7 6 -2 -5 15 21 14 23 11 24 17 -14 -9 -3 -7 -4 19 -6 -20 -1 -16 -10 -8 -11 -15 28 29 -18 right_child=1 3 12 5 18 16 10 8 9 25 -12 -13 13 26 22 -17 27 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.014824902259058368 -0.020297828407088769 -0.0094412147166569038 0.0010451896664098596 -0.013983007676261573 -0.0063456522956389415 -0.040618356475973581 -0.035562638812782502 0.018793497167814241 0.0067995356430773151 0.01695921096564847 -0.020379280274534905 0.041764348303130229 -0.010526080525412861 0.0071932564878972524 -0.00097649002569900531 -0.032097754880068961 -0.015839199105071339 -0.018271294280371397 0.0011126529877766318 0.055652102096328995 -0.047254115984382984 0.0059180834234645666 0.050447487016337639 0.041933113107706296 0.0017385451435004866 0.041501261900209349 0.018800164264941258 -0.0083030398413384277 -0.033378769480081165 -0.02783765235102529 leaf_weight=900.97110782563686 172.39520467072725 112.31736214458942 647.67265547811985 356.59770719707012 864.11434578895569 98.510217219591141 13.09170016646385 325.02522870898247 17.193684458732605 227.5181659758091 65.280712187290192 19.957052871584892 79.63956706225872 948.71001417934895 116.29404473304749 66.742452837526798 233.29836892336607 60.023149415850639 1019.005404278636 6.1160470098257056 9.8560947775840742 348.35293486714363 7.9418001174926749 141.47245191037655 301.75702132284641 33.039921566843987 146.62588201463223 56.678293898701668 279.93058960139751 285.23407173901796 leaf_count=3969 1211 689 3408 2376 5057 777 85 1397 70 993 402 90 415 4541 502 498 1716 331 5562 26 63 1607 34 578 1869 143 680 458 2396 2101 internal_value=-7.99481e-05 -0.0106169 0.0103527 -0.0180365 -0.0038495 -0.0232303 -0.00628603 0.015626 0.0203509 0.0269045 -0.00109436 0.00266583 0.00442077 0.00744068 0.0142355 -0.0178862 -0.0266881 -0.000593136 -0.00235636 -0.00590993 0.000649318 0.0123414 0.0023108 0.0381259 0.000187528 0.0200713 0.008747 -0.0250834 -0.0262745 -0.0224393 internal_weight=7961.36 3960.88 4000.48 1889.4 2071.49 1310.25 579.146 2117.81 868.485 419.224 400.086 334.806 1882.67 1174.98 449.261 179.06 953.652 707.696 1899.09 870.23 1028.86 1249.32 124.236 158.666 314.849 260.558 1095.34 855.141 798.463 518.532 internal_count=44044 25376 18668 13457 11919 9824 3633 9293 3717 1784 2446 2044 9375 5636 1933 1187 7448 3739 10708 5083 5625 5576 536 648 1954 1136 5221 6671 6213 3817 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=31 num_cat=0 split_feature=3 12 4 9 13 3 1 3 8 8 14 0 10 3 0 3 1 9 3 14 12 13 0 3 10 8 13 14 8 12 split_gain=316.789 73.7243 46.5929 45.8325 16.9266 15.7246 12.5746 12.068 12.9367 11.597 10.421 10.309 9.07416 10.9782 15.182 9.03418 8.758 11.9054 8.13273 8.12674 8.76298 7.91308 7.83994 7.61565 7.4313 7.38283 7.58503 7.77787 8.09332 7.31212 threshold=6.6125000000000007 34.661500000000004 4.5000000000000009 0.61250000000000016 53.500000000000007 5.354166666666667 0.23611111111111113 10.535714285714286 -1.0000000180025095e-35 -0.083333333333333273 1750.0000000000002 4.5000000000000009 0.5634920634920636 3.4722222222222228 1.5000000000000002 2.2250000000000005 0.11805555555555557 0.5634920634920636 7.8660714285714297 1250.0000000000002 34.853000000000009 57.750000000000007 1.5000000000000002 8.7071428571428573 0.38750000000000007 0.42708333333333343 56.750000000000007 1550.0000000000002 0.60416666666666685 41.112500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 9 5 -2 -1 12 8 -4 18 11 -6 -5 14 -14 -16 17 19 -3 20 -11 -15 -10 -22 -12 -7 27 28 -27 -9 right_child=1 2 7 6 10 25 -8 29 22 16 24 -13 13 21 15 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0086661872321208925 -0.018536411175476962 -0.0081212720534993895 -0.042548346002467763 0.037568094730088916 -0.0050007516757356561 -0.00091721601867077564 0.011629635025585195 -0.031582307767044786 -0.011187989211341825 -0.053077740844816791 0.00086205651860923318 -0.030702572199068703 0.014946809133326659 0.012080183800456317 0.053565580994865913 0.027224161068289426 -0.016742708184871349 0.041540182222788144 -0.031455528350894477 -0.0044018270980664053 0.029551878036170001 -0.019341185618324718 -0.021956730283701816 -0.0096348023346342574 0.046116184877976224 0.064335591081449359 0.032994213074096244 -0.01814793535417197 -0.0019917674190880435 -0.0088181716850531874 leaf_weight=1629.5747248977423 185.1828930452466 102.51355090737343 55.741614289581776 74.471132278442383 1087.0598320364952 830.03194472193718 652.58811105787754 418.89955396205187 287.58142398297787 4.4029071629047385 872.83752071857452 40.466964341700077 331.42922319471836 115.61070449650288 37.66662622988224 239.6180178374052 67.825694754719734 18.926227882504463 58.736310996115208 208.54272437095642 49.664691880345345 24.23793762922287 409.93817006796598 16.523538127541542 9.1669700592756254 7.7385276705026653 33.840460523962975 23.283438175916672 11.337075740098951 38.519967898726463 leaf_count=7621 1321 631 451 323 6253 4330 2904 3534 1989 26 4931 274 1384 501 151 980 420 84 447 1290 298 107 2948 115 42 38 163 112 54 322 internal_value=-7.90975e-05 -0.0101635 -0.017857 0.00980696 -0.0040716 0.00572999 0.0168131 -0.0232593 -0.0193692 -0.00544962 -0.00273864 -0.00592319 0.0209231 0.0192671 0.0221694 0.0308024 -0.000526307 0.00316385 -0.0166209 0.000561804 0.0152255 0.00663437 -0.0175169 0.0197691 0.0013324 0.000450168 0.0153449 0.00124497 0.0249157 -0.0296653 internal_weight=7943.96 3932.53 1737.82 4011.43 2194.71 2535.81 1475.62 1210.68 753.261 527.136 2009.53 1127.53 823.034 748.563 608.714 277.285 365.886 298.06 161.25 279.134 70.5911 139.849 697.52 66.1882 882.004 906.231 76.1995 42.359 19.0756 457.42 internal_count=44044 25376 12555 18668 12821 12318 6350 9244 5388 3311 11500 6527 3446 3123 2515 1131 2233 1813 1078 1729 439 608 4937 413 4973 4697 367 204 92 3856 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=31 num_cat=0 split_feature=3 12 4 3 13 1 13 9 12 3 8 8 11 8 11 3 12 1 8 14 13 0 1 1 9 13 3 9 15 0 split_gain=286.671 68.149 43.4508 41.8878 15.5453 15.4137 12.2276 13.2274 12.8325 11.69 10.6229 10.5967 10.1452 9.51086 9.18994 8.99645 8.58963 8.58957 8.43868 8.34568 8.19074 8.98516 13.2911 8.05547 12.6076 7.74527 7.64413 7.27872 7.13545 7.85694 threshold=6.6125000000000007 34.661500000000004 4.5000000000000009 3.5277777777777781 53.500000000000007 0.47222222222222227 57.250000000000007 0.29285714285714287 34.755000000000003 8.0500000000000025 -0.083333333333333273 0.77083333333333359 1.0000000180025095e-35 -0.67708333333333315 0.85357142857142865 7.1833333333333345 38.495000000000012 0.15476190476190479 -1.0000000180025095e-35 1650.0000000000002 56.750000000000007 2.5000000000000004 0.10555555555555557 0.2678571428571429 0.5634920634920636 52.500000000000007 7.8660714285714297 0.73214285714285732 1.0000000180025095e-35 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 10 5 -2 14 7 -5 -9 -4 26 13 -6 -8 20 -14 19 -10 -11 -7 -1 -22 -23 24 -12 -20 -3 -24 -17 -30 right_child=1 2 9 6 12 16 11 8 17 18 23 -13 15 -15 -16 28 -18 -19 25 -21 21 22 27 -25 -26 -27 -28 -29 29 -31 leaf_value=0.019821722439755465 -0.017831966841294494 -0.0077529162322233329 -0.014273708529124483 0.0023526642768136132 -0.019681102410854669 0.0022292721632913913 -0.034906348040807854 -0.0015730766736480419 0.016449705869192626 -0.045449349745184747 -0.00079003459649640685 0.057566312694785161 0.023671933052704191 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4275 574 896 112 876 2768 442 1935 34 200 2393 1593 4977 96 1969 703 845 463 183 214 202 96 5930 447 145 5619 130 internal_value=-7.80826e-05 -0.0097267 -0.0171863 0.00929207 -0.00387869 0.0160594 0.00544428 0.00718471 0.0105321 -0.0224679 -0.00520267 -0.00140646 -0.00260645 -0.00227136 0.0192597 -0.00186607 0.00779953 0.0127265 -0.0254618 0.00941438 0.0157101 0.00823875 0.017344 -0.000504291 0.00175461 -0.0242521 -0.0159688 0.00536777 -0.00232407 0.000444993 internal_weight=7927.07 3905.5 1716.27 4021.57 2189.23 1457.74 2563.83 2044.44 1207.76 1191.25 525.024 519.39 2006.3 511.883 1050.66 1922.92 407.078 1022.42 872.466 387.902 666.58 236.615 126.31 365.512 334.53 822.672 159.512 81.742 1889.04 1042.53 internal_count=44044 25376 12555 18668 12821 6241 12427 9888 5613 9244 3311 2539 11500 2505 4404 10926 1837 4737 7075 1741 2811 1005 542 2233 2031 6633 1078 359 10726 5749 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=31 num_cat=0 split_feature=3 9 3 11 10 12 8 13 12 1 1 3 8 3 9 13 12 12 14 3 13 12 10 13 8 12 8 14 3 13 split_gain=259.713 57.4179 29.9153 25.8439 16.3999 18.8367 18.4423 16.5566 13.0782 11.6124 11.3974 10.9998 9.93543 9.91796 9.73309 9.49916 9.15047 9.10242 8.79662 8.58253 8.54397 8.39132 7.96181 7.765 7.73959 7.00129 6.78469 7.22533 6.75712 6.53714 threshold=5.8944444444444457 1.0000000180025095e-35 7.354166666666667 0.81666666666666676 0.41428571428571431 37.781500000000008 0.14583333333333334 54.500000000000007 38.145000000000003 0.47222222222222227 0.10555555555555557 11.535714285714286 -0.1979166666666666 4.5277777777777786 0.47222222222222227 59.250000000000007 38.261500000000005 39.053500000000007 1075.0000000000002 2.7638888888888893 57.250000000000007 40.108500000000006 1.0000000180025095e-35 54.500000000000007 -0.1979166666666666 44.025000000000006 0.27083333333333337 1650.0000000000002 8.5277777777777803 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 20 10 5 7 -7 18 -8 19 14 12 -4 -12 -1 21 -11 26 -3 -5 22 23 -2 -6 -16 -13 -10 -28 -25 -26 right_child=1 4 11 9 15 6 8 -9 17 16 13 25 -14 -15 24 -17 -18 -19 -20 -21 -22 -23 -24 28 29 -27 27 -29 -30 -31 leaf_value=0.0065181949569574158 -0.0053691198239658126 0.027932851311136764 -0.039866324831435297 0.024145779558919257 0.023738438484430163 -0.026191390212763184 -0.035534235471560469 -0.0022657537880108316 0.10256972580765794 0.0097185549414006266 0.0063044190940670904 -0.03148802288358446 -0.016576965273494389 -0.0050829186229343105 -0.0032930002366921753 0.061498557324721828 -0.025636673585168725 -0.012719641963773357 -0.014983734726637783 0.014664284582331011 -0.021489464225199859 0.067364246964151359 0.015590677937386766 0.002809843273248562 0.0012627106621884196 0.038148316719951884 0.084565808213114158 0.0094473354832684334 -0.040002692707355937 0.020306195355622322 leaf_weight=803.32472223043442 330.72406098246574 12.341637872159479 48.850149556994438 396.2216615229845 44.897459462285042 176.82969107478857 10.604954198002813 2173.8471987247467 4.4821575284004274 314.57773615419865 545.17431627213955 230.15779982507229 732.06646724790335 294.50872094929218 48.166841670870781 8.137906610965727 19.431509032845497 8.7810433506965619 366.92748840153217 600.23692405223846 70.043910324573517 5.5392134785652152 52.500758662819862 175.17139749228954 51.584097892045975 3.6669987663626662 4.6176443845033637 10.435330204665659 9.7282009646296483 356.5579999089241 leaf_count=3845 1944 86 444 1610 231 1229 64 12504 26 1397 2500 2160 5523 1457 217 34 97 53 2420 2626 428 30 308 888 222 33 25 57 58 1528 internal_value=-7.69349e-05 -0.00800381 -0.016112 0.010278 -0.00405242 -0.00514642 -0.0193331 -0.00394757 0.0118261 0.01573 0.00682276 -0.0208824 -0.0180338 0.00231045 0.0098307 0.00838882 0.00766171 0.0295634 -0.0135872 0.0184344 -0.0054325 0.00655229 -0.00249768 0.00508643 0.0156623 -0.0303959 0.0485697 0.0324906 0.000557329 0.0178993 internal_weight=7910.14 4480.35 1468.01 3429.78 3012.34 2768.87 215.751 2553.12 38.9211 1330.47 2099.32 1014.74 780.917 839.683 1259.63 243.474 334.009 28.3162 379.269 996.459 453.269 235.336 383.225 229.797 456.309 233.825 19.5351 15.053 184.9 408.142 internal_count=44044 28545 10840 15499 17705 16464 1454 15010 225 5730 9769 8160 5967 3957 5812 1241 1494 161 2506 4236 2680 1207 2252 1177 1967 2193 108 82 946 1750 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=31 num_cat=0 split_feature=3 12 4 9 13 8 3 3 1 10 14 1 14 11 8 13 3 1 9 14 8 10 1 3 8 12 12 13 0 13 split_gain=235.952 59.277 38.3178 34.3395 12.6403 11.2018 10.7105 10.3178 9.37501 10.2499 9.79327 9.29929 9.02917 8.75601 7.68422 7.91543 7.50994 7.44673 11.4326 7.76997 7.33084 7.2782 7.11979 7.11793 6.84092 6.75435 8.23022 6.41085 16.2229 11.1289 threshold=6.6125000000000007 34.95300000000001 4.5000000000000009 0.5277777777777779 53.500000000000007 -0.083333333333333273 8.3541666666666696 5.354166666666667 0.10555555555555557 0.78888888888888908 1650.0000000000002 0.2678571428571429 1750.0000000000002 1.0000000180025095e-35 -0.083333333333333273 52.500000000000007 8.8166666666666682 0.2678571428571429 0.5634920634920636 1250.0000000000002 0.12500000000000003 0.5277777777777779 0.18333333333333338 4.6833333333333345 0.32291666666666674 40.714500000000008 39.468500000000006 57.750000000000007 9.5000000000000018 58.750000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 5 7 -2 16 -4 8 9 20 22 27 13 -6 -8 -16 -3 18 19 -7 -1 23 -10 24 -22 26 -17 -5 29 -29 right_child=1 2 6 11 12 17 14 -9 10 -11 -12 -13 -14 -15 15 25 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0073877118552426379 -0.015951974034818742 -0.011792586380530762 -0.013670581818356915 0.01833614162267069 -0.023302668477612351 0.013897018323369629 -0.047916534372006984 0.00018572705408563094 -0.026979657523059648 0.036902336236067257 0.0078245798098689617 0.0090003620562859599 0.0011426377857776491 -0.0044496108696106566 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145 1223 2826 5189 6366 671 4496 173 192 95 1355 102 34 872 227 54 454 685 422 232 67 internal_value=-7.5639e-05 -0.0089211 -0.0163238 0.0083721 -0.00372989 -0.00464087 -0.0214822 0.00444411 0.00703291 0.00979932 0.00121083 0.0137848 -0.00258923 -0.00550676 -0.0245907 -0.0235466 -0.0163432 0.00027435 0.00251662 -7.26451e-05 0.00884089 0.0220779 -0.00668692 0.0262955 0.0429904 -0.0218097 -0.0232726 0.0166465 0.00771901 -0.00281839 internal_weight=7894.1 3856.27 1589.56 4037.83 2266.72 486.87 1102.69 2339.83 1455.18 986.457 468.723 1698 2073.23 1163.56 788.794 754.999 144.009 342.862 313.805 292.289 952.765 94.2492 213.625 86.2976 36.6963 677.065 623.56 1062.5 169.091 115.583 internal_count=44044 25376 11909 18668 13467 3095 8814 11378 6789 4520 2269 7290 12035 6846 6629 6306 993 2102 1910 1815 4375 417 1046 383 156 5635 5181 4464 721 489 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=31 num_cat=0 split_feature=3 9 3 3 11 11 9 12 13 3 0 12 8 11 4 14 8 14 10 10 0 1 13 12 8 14 12 8 8 15 split_gain=213.528 52.2106 29.098 16.8448 11.8302 11.6828 10.523 15.51 15.6028 11.2253 10.3521 12.5612 10.0896 10.0592 8.35616 8.26192 9.5905 8.64362 11.0963 9.47012 8.1256 10.4631 8.09459 10.3359 7.94431 10.0704 7.93928 7.78587 7.75816 7.60314 threshold=6.3166666666666673 1.0000000180025095e-35 3.4722222222222228 11.211111111111112 1.0000000180025095e-35 1.0000000180025095e-35 0.29285714285714287 34.205000000000005 53.500000000000007 9.0500000000000025 4.5000000000000009 35.805000000000007 0.072916666666666644 0.85357142857142865 4.5000000000000009 1650.0000000000002 0.083333333333333301 2050.0000000000005 0.95000000000000007 0.76388888888888895 1.5000000000000002 1.0000000180025095e-35 53.500000000000007 41.425000000000004 0.12499999999999997 1175.0000000000002 33.536500000000011 0.39583333333333337 -0.64583333333333315 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 13 10 -4 12 7 8 -7 -9 11 -2 -3 15 -13 -1 17 26 19 -19 -15 -22 -16 -24 -8 -26 -17 -12 -6 -10 right_child=1 5 4 -5 28 6 24 9 29 -11 27 14 -14 20 22 16 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0057490952371757088 -0.00260506494610182 -0.021260717561878851 -0.00092917898433858375 -0.028204554175631752 -0.0096162087550145364 -0.017885951489213691 0.0017113932176651518 -0.0075860171023470341 -0.0049806890018807004 -0.027809727855978923 -0.031174693999763511 -0.00043932217247124884 0.0018438624337881759 0.010982682070611068 -0.03259595413119893 0.064060952494488926 -0.0058847056086486996 0.011327563725962516 0.023212893647139937 -0.034579124013504783 0.038627439223572771 0.018827494541487411 -0.01630703148959136 0.044093299622132175 -0.056446954495471095 0.029080357599283953 0.020321264004633313 0.0058210556523543731 0.007686631864341608 0.001492998539299359 leaf_weight=400.89729525148869 263.1528092622757 172.16153486818075 608.0352006405592 250.94657897949219 67.143344089388847 157.66154415905476 194.67809510976076 184.54531642049551 841.49038398265839 109.22489312291145 117.1878284662962 78.158394262194633 65.126627177000046 166.28209815919399 80.092439435422421 10.73063340783119 46.629481136798859 21.102533876895905 39.364334136247635 24.023475036025047 94.056595623493195 229.59102594852448 438.64258585125208 7.1991040259599677 3.6913720071315756 50.889469191431999 312.64364610612392 16.185651913285255 1843.2233431488276 983.82684892416 leaf_count=1720 1897 1204 2958 2419 344 1172 1085 1183 4973 923 951 531 386 701 609 45 199 91 165 102 380 969 3281 52 19 266 1337 128 8618 5336 internal_value=-7.43139e-05 -0.00814929 0.00831653 -0.0166216 0.00514514 -0.00431197 -0.00331553 -0.00438334 -0.00279492 -0.0151053 -0.0137167 -0.0117223 -0.0149194 0.0142533 -0.0156939 0.0109812 0.0155963 0.0180521 0.00381215 -0.0131115 0.0199662 0.0245816 -0.0179608 -0.0153317 0.00643784 0.023296 0.0217727 -0.026685 0.00707849 -0.00149144 internal_weight=7878.58 4014.86 3863.72 1251.57 2518.4 2763.3 2526.01 2276.75 1982.98 293.77 1000.62 867.245 237.288 1345.32 604.093 855.391 454.494 407.865 84.4903 45.126 489.93 323.648 525.934 445.842 249.259 54.5808 323.374 133.373 1910.37 1825.32 internal_count=44044 26415 17629 9868 11920 16547 14957 13587 11481 2106 7449 6370 1590 5709 4473 3659 1939 1740 358 193 2050 1349 3942 3333 1370 285 1382 1079 8962 10309 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=31 num_cat=0 split_feature=3 12 4 3 13 3 8 1 4 8 12 11 14 14 0 12 8 13 3 1 8 10 14 3 0 1 3 12 13 12 split_gain=193.797 50.6319 33.5246 29.044 10.5023 9.91881 9.77395 8.95673 11.4848 8.89203 10.0044 8.25287 8.15261 8.1095 7.88624 7.62809 7.56417 7.59067 7.5632 9.79544 9.48598 7.82931 8.13029 7.56508 7.29317 8.16886 7.03976 7.00145 6.88683 7.81169 threshold=6.6125000000000007 34.95300000000001 4.5000000000000009 4.3166666666666673 53.500000000000007 8.3541666666666696 -0.55208333333333315 0.15476190476190479 2.5000000000000004 0.22916666666666671 35.195000000000007 1.0000000180025095e-35 2150.0000000000005 1750.0000000000002 3.5000000000000004 38.495000000000012 -0.083333333333333273 52.500000000000007 8.7638888888888911 0.2678571428571429 -1.0000000180025095e-35 0.5277777777777779 1250.0000000000002 7.6125000000000007 5.5000000000000009 1.0000000180025095e-35 8.6833333333333353 38.955000000000005 57.750000000000007 32.780000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 6 7 -2 -4 -3 8 28 11 12 -5 -11 14 -6 -9 -7 -18 19 21 -20 22 27 -23 -12 -26 -24 -8 -1 -30 right_child=1 2 5 9 13 16 18 15 -10 10 24 -13 -14 -15 -16 -17 17 -19 20 -21 -22 23 26 -25 25 -27 -28 -29 29 -31 leaf_value=0.02074126262126387 -0.014658524945099866 -0.023971322699340433 -0.012472561845449009 -0.0042197842404685581 -0.0041170602257421477 -0.04692189007492889 0.01278360475899677 0.0090795246458468763 0.0083087771495045197 -0.013122690002084237 0.0056742664907415497 0.0037866423844964362 0.027146981813484052 0.0011818861604041683 -0.021976182453514265 -0.01070687088328502 -0.037208883058350857 -0.020348724021328833 -0.053975325055677773 -0.027957584326945274 -0.0074426195762248952 0.011617089477940507 -0.0039424128690233543 0.074228213988593583 0.04287534360102721 0.015616624565225995 0.067204270609049543 0.087148297095014704 0.048775051494808146 0.0031046046016641863 leaf_weight=583.98600582778454 189.2540515884757 55.25583366304636 307.99301164597273 445.92792056500912 1092.3898709714413 31.937464408576488 69.52520689368248 953.93929551541805 450.2010470032692 60.058986827731133 93.1706233471632 1156.8439789265394 15.894659325480459 909.08522336930037 65.522055014967918 51.331629514694214 74.31154603511095 656.6677163541317 13.833487220108507 26.641143247485161 52.585716970264912 14.372215248644354 236.93619118630886 7.262296423316001 39.779427513480186 88.926025092601776 3.5286514163017264 3.3161186277866355 10.300887450575827 102.83272834122181 leaf_count=2395 1432 391 2185 2285 6379 323 422 4216 1967 292 440 5688 75 5189 467 243 671 5635 123 176 366 67 1470 33 181 414 26 21 42 430 internal_value=-7.29105e-05 -0.00816842 -0.0151129 0.0075377 -0.00338487 -0.020046 -0.00418116 0.0115148 0.0145338 0.00303333 0.010967 0.00155907 -0.00469554 -0.00235265 -0.00512764 0.00806918 -0.0231034 -0.0220627 -0.0016262 0.00122248 -0.0171342 0.00354346 0.00153466 0.0326345 0.0163287 0.0240416 -0.00289839 0.0161691 0.0185539 0.00726293 internal_weight=7863.61 3810.42 1554.17 4053.19 2256.25 1070.91 483.257 2152.59 1147.32 1900.6 297.83 1602.77 75.9536 2067 1157.91 1005.27 762.917 730.979 428.001 361.582 66.4192 334.941 313.306 21.6345 221.876 128.705 240.465 72.8413 697.12 113.134 internal_count=44044 25376 11909 18668 13467 8814 3095 9293 4834 9375 1402 7973 367 12035 6846 4459 6629 6306 2704 2215 489 2039 1939 100 1035 595 1496 443 2867 472 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=31 num_cat=0 split_feature=3 12 4 9 0 1 3 12 14 13 3 8 13 8 14 8 13 14 12 3 3 11 14 13 12 8 0 12 8 8 split_gain=175.354 46.6614 31.1244 27.208 13.4797 13.0804 10.5029 9.73606 9.92993 9.71686 9.69589 10.901 9.15129 14.6678 11.7097 9.03675 8.89283 8.76831 8.39333 7.86349 7.84607 12.0685 14.4697 7.66832 7.64498 8.38971 7.62954 7.14856 6.90848 6.84653 threshold=6.6125000000000007 34.95300000000001 4.5000000000000009 0.70714285714285718 1.5000000000000002 0.10555555555555557 5.354166666666667 35.38150000000001 2050.0000000000005 52.500000000000007 11.183333333333335 -1.0000000180025095e-35 57.250000000000007 -0.67708333333333315 2985.0000000000005 -0.083333333333333273 54.500000000000007 1750.0000000000002 36.241500000000009 5.2678571428571432 3.683333333333334 0.85357142857142865 1450.0000000000002 53.500000000000007 37.105000000000011 0.35416666666666685 9.5000000000000018 40.714500000000008 0.27083333333333337 0.42708333333333343 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 9 15 6 7 16 12 -5 -9 -2 11 -4 14 -14 19 -3 -6 -11 -15 -1 -7 -22 -23 -13 25 -20 -26 -12 -28 -8 right_child=1 2 10 4 5 20 29 8 -10 17 27 23 13 18 -16 -17 -18 -19 24 -21 21 22 -24 -25 26 -27 28 -29 -30 -31 leaf_value=0.0079198563470574222 -0.01851032944268291 -0.014689362820905992 -0.039441052115150976 0.014780537548158352 0.00058631416660215297 0.015965233544218225 -0.0011474710740489106 0.0032790488778780959 -0.036863843271116664 -0.00532277952718236 -0.03013594533726769 -0.026960755059377339 -0.063279157995345989 0.0073012927960892067 -0.048378132173196739 0.00039324095386680813 0.031395522837108052 0.001113243415459072 -0.03082208522393743 0.027269768457533074 -0.017136637780407783 0.075454330778015208 -0.010331314760154737 -0.012586718685428912 -0.011463811104099074 0.038483959322963106 0.027245331963910803 -0.0074908845825522492 -0.032993548326209245 0.014095308879683391 leaf_weight=1536.7212980687618 99.358093276619911 140.01053503900766 47.885876342654228 234.73095129430294 26.447597920894623 369.51791070401669 848.95878690481186 246.16961295902729 16.433663383126259 1214.0203977897763 254.19968666881323 109.64583342522383 9.0725285708904249 216.11602704226971 9.0746086537837964 341.64611484855413 204.71821454167366 938.14739243686199 45.068726256489754 54.36193759739399 45.171052381396294 9.220584839582445 10.528106287121771 603.42369785159826 55.619255140423775 4.8350712954998007 30.867710694670677 40.387888737022877 5.6272696852684012 80.668543964624405 leaf_count=6992 820 993 451 986 108 1559 4407 1047 70 7258 2513 867 46 989 41 2102 836 5389 209 259 206 41 47 4607 257 22 140 376 25 381 internal_value=-7.14401e-05 -0.00780792 -0.0145234 0.00714824 0.0136086 0.0182617 0.00455488 0.00738104 0.000766914 -0.00322303 -0.0193294 -0.0163478 0.00662437 -0.000494235 0.00825796 -0.00399105 0.0278707 -0.00251726 0.00109628 0.00858098 0.0131488 -0.00288227 0.0297217 -0.014797 -0.0083462 -0.0241072 0.000192465 -0.0270313 0.0179569 0.000175223 internal_weight=7848.65 3788.73 1537.2 4059.93 1162.94 665.603 2896.99 497.334 262.603 2251.53 1055.54 760.955 1967.36 367.207 1600.16 481.657 231.166 2152.17 358.134 1591.08 434.438 64.9197 19.7487 713.07 142.018 49.9038 92.1142 294.588 36.495 929.627 internal_count=44044 25376 11909 18668 4900 2797 13768 2103 1117 13467 8814 5925 8980 1688 7292 3095 944 12647 1642 7251 1853 294 88 5474 653 231 422 2889 165 4788 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=31 num_cat=0 split_feature=9 12 3 1 3 3 13 12 8 15 11 14 13 0 13 12 4 3 8 13 8 3 12 3 12 9 2 14 14 13 split_gain=160.281 30.7215 56.3749 17.4693 17.2388 15.2687 14.4298 14.6715 13.3465 12.4864 12.2447 11.4882 10.0862 9.9805 15.4292 10.2836 9.88041 9.58566 8.75929 8.22117 8.19397 8.05321 7.99935 7.73052 7.4247 10.72 7.43256 7.39519 8.50544 7.45725 threshold=0.29285714285714287 35.005000000000003 8.3541666666666696 1.0000000180025095e-35 7.2678571428571432 5.4142857142857155 57.750000000000007 34.153000000000006 -0.60416666666666641 1.0000000180025095e-35 0.85357142857142865 2450.0000000000005 53.500000000000007 3.5000000000000004 58.250000000000007 28.553500000000003 2.5000000000000004 6.7638888888888902 -0.083333333333333273 53.500000000000007 -0.67708333333333315 8.1055555555555561 39.195000000000007 11.183333333333335 37.353000000000009 0.70714285714285718 0.43650793650793657 1750.0000000000002 2985.0000000000005 59.250000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 8 6 10 9 11 -8 -3 -1 22 12 21 19 -15 -16 24 20 -4 -7 -12 -2 27 -20 25 -14 -27 -5 -29 -30 right_child=3 2 18 4 -6 13 7 -9 -10 -11 17 -13 16 14 15 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.047635313381131722 -0.0033031313383144831 -0.035860112802341436 -0.040194505619096932 0.00047327514174827788 -0.024010933986664068 -0.012674316501474684 0.024320277938082377 -0.00518214828767735 -0.003214915499409339 0.0070426018339500079 -0.025770982398698794 -0.021097988439570788 0.010063044567406622 -0.021284422538131301 -0.00013944735158419728 0.079377431379669711 0.010698242522617576 0.078070033149685567 -0.015618265694014125 -0.0015905101875649857 0.013121648763582053 0.0615335044537281 -0.025543933176913527 -0.026115161721179472 0.028511398058731444 0.08541695445726416 0.023879111324350544 0.0096205610821176561 -0.045070350130500078 0.003752467907087666 leaf_weight=22.12630096077919 92.341657266020775 32.122930221259594 55.180775538086891 691.50615535676479 49.285199664533138 182.46680264174938 54.28503991663456 188.36498844623566 1235.5191552862525 131.73276622593403 13.948843181133268 21.884409457445145 249.86754432320595 137.5381688028574 11.360670849680902 6.3323799669742575 404.5978007465601 5.5515106022357932 468.00087754428387 2012.7085010036826 464.9212426841259 5.0512341037392607 23.400796249508858 280.54080317914486 205.35005779564381 5.0253581553697577 207.89217202365398 543.60311616957188 13.547974005341528 18.502778008580208 leaf_count=105 410 211 555 3228 323 1394 234 855 7193 632 71 96 1106 926 64 37 1803 31 3782 11631 2032 30 117 2802 878 21 838 2491 63 85 internal_value=-6.98931e-05 -0.00610544 -0.0106103 0.00840418 0.00515779 -0.00237934 0.0125322 0.00141806 -0.00404217 0.0128802 0.00596771 0.0147946 0.0154659 -0.00337824 -0.0156306 0.0283198 0.0168646 0.0127461 -0.0209695 -0.00251182 0.0119888 5.95887e-05 0.0034234 -0.0195523 0.0205988 0.0170878 0.0253316 0.00395835 0.0081448 -0.0168851 internal_weight=7834.56 4575.63 2071.36 3258.93 1824.27 2504.27 1434.66 242.65 1267.64 153.859 1774.98 1192.01 1170.13 2350.41 155.231 17.6931 1072.73 484.422 803.722 2195.18 478.87 97.3929 1290.56 748.542 668.135 462.785 212.918 1267.16 575.654 32.0508 internal_count=44044 29332 14543 14712 8441 14789 6271 1089 7404 737 8118 5182 5086 14052 1027 101 4646 2134 7139 13025 2103 440 5984 6584 2843 1965 859 5867 2639 148 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=31 num_cat=0 split_feature=3 12 4 3 8 3 11 13 0 1 12 14 8 13 11 3 13 0 12 1 11 8 0 13 2 3 12 14 9 13 split_gain=145.187 40.1158 28.151 22.4529 9.70995 11.3536 9.62532 9.07675 8.98319 13.0241 8.62389 8.90221 8.58613 8.59451 7.80639 7.9301 7.3014 7.27968 6.86832 6.71502 7.82944 7.34377 8.5098 8.1793 7.74849 8.39519 7.18308 7.20861 12.8801 6.82758 threshold=6.6125000000000007 34.661500000000004 4.5000000000000009 3.4722222222222228 -1.0000000180025095e-35 10.535714285714286 1.0000000180025095e-35 53.500000000000007 1.5000000000000002 1.0000000180025095e-35 35.38150000000001 2050.0000000000005 -0.69791666666666652 50.500000000000007 1.0000000180025095e-35 7.1833333333333345 54.500000000000007 1.5000000000000002 41.112500000000004 0.18333333333333338 0.41428571428571431 0.64583333333333359 2.5000000000000004 56.750000000000007 1.0000000180025095e-35 7.0500000000000007 35.781500000000008 1650.0000000000002 0.41428571428571431 56.750000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 7 19 8 -4 17 -5 -2 10 16 -1 -12 -8 -14 -9 -16 -10 -6 -7 20 21 22 23 -3 -23 -26 -22 -28 -29 -27 right_child=1 2 4 6 5 18 12 14 9 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 26 24 -24 -25 25 29 27 28 -30 -31 leaf_value=0.013338784515910713 -0.013789008575192869 0.036844734006674359 -0.037689149029475656 -0.0013486762929169848 -0.0062374073708126969 -0.025520399854971201 -0.01277347437887205 -0.017118447349173362 -0.0011377373391496192 0.010856390909621113 0.002535026554874606 -0.035607147881461867 0.057495515472921047 0.0059151461746854836 0.022778003094513791 -0.0015639963280820982 0.027234072553467954 -0.017048947132095021 -0.0021634800761000908 -0.016658091358599702 -0.013064117570685327 -0.037825278337606572 -0.0092920407868805795 -0.023358484822922149 -0.030005431211627576 0.078556102001763092 0.034146307963903583 -0.034549915651163381 0.02830031157427787 0.01335308605679522 leaf_weight=235.76147776842117 170.55368718504906 19.849885895848278 57.77958395332098 670.91184702515602 266.78849466145039 349.63753981888294 61.972709998488426 79.519087597727776 25.199371844530106 604.34615822136402 246.69335071742535 16.309079393744469 8.1090885251760465 1974.4017845541239 34.067239761352539 1872.3279156833887 226.47928801178932 373.90274430811405 34.588189467787743 81.605630695819855 22.363515123724937 4.5063584968447712 282.37732942402363 7.8820420354604712 4.0331709533929851 9.3387621045112628 38.49812139570713 13.838794156908987 19.835977241396904 7.0425700843334189 leaf_count=986 1321 133 575 3329 1989 3411 325 574 102 2587 1047 70 39 9266 200 10726 917 2948 321 543 126 33 1913 53 22 54 212 86 95 41 internal_value=-6.84387e-05 -0.00716565 -0.0131807 0.00647106 -0.0177465 -0.0166223 0.00384793 -0.00271988 0.0117286 0.0148364 0.00639466 0.000169787 0.00555324 0.00612613 -0.00176925 -0.00112901 0.0243933 -0.0125469 -0.0234178 -0.00350992 -0.00101214 -0.00459787 -0.00669638 0.0197336 0.0215155 0.0346146 0.0116954 0.0193674 0.00247174 0.0505244 internal_weight=7820.52 3750.34 1593.87 4070.18 1082.7 1024.92 2715.4 2156.47 1354.79 856.025 498.764 263.002 2044.48 1982.51 1985.91 1906.4 251.679 640.691 384.226 511.172 429.567 335.03 310.109 27.7319 24.9209 20.4145 94.5364 72.1729 33.6748 16.3813 internal_count=44044 25376 12555 18668 9244 8669 12959 12821 5709 3606 2103 1117 9630 9305 11500 10926 1019 4937 3732 3311 2768 2249 2099 186 150 117 519 393 181 95 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=31 num_cat=0 split_feature=9 12 3 13 13 1 8 14 14 14 3 0 14 11 0 8 3 12 4 13 12 4 12 14 12 12 13 12 3 12 split_gain=132.395 27.6286 25.4449 16.073 15.2542 16.1671 13.0038 11.8805 13.0063 11.8245 10.7044 24.851 10.2779 9.90617 9.58966 11.8048 9.82592 9.55514 8.95903 8.83524 8.54136 8.49234 8.47461 7.70219 7.36536 11.8619 6.97572 6.96851 6.80022 6.74703 threshold=0.29285714285714287 37.141500000000008 8.7638888888888911 54.500000000000007 57.250000000000007 1.0000000180025095e-35 -0.20833333333333337 2550.0000000000005 2940.0000000000005 1075.0000000000002 7.154761904761906 1.0000000180025095e-35 2450.0000000000005 0.78888888888888908 6.5000000000000009 0.45833333333333348 4.3166666666666673 38.164500000000011 5.5000000000000009 53.500000000000007 39.195000000000007 2.5000000000000004 35.305000000000007 1450.0000000000002 35.153000000000006 33.795000000000009 60.500000000000007 38.465000000000011 8.1055555555555561 37.353000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 5 12 -3 14 22 -1 -5 23 19 20 15 16 -6 -15 -8 28 -7 29 -9 -12 25 -11 -10 -16 -2 -21 right_child=4 2 -4 10 7 13 18 8 26 24 11 -13 -14 17 27 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.02689806741832354 -0.003379653956896796 -0.026702151308693717 -0.022522399102086286 0.0034395527518818964 -0.0033915427694231125 0.0029660450771030835 0.00032160714490861453 0.062819276577667518 -0.0041578340251550326 -0.013605641508648526 -0.0051653499870783449 -0.012557063633200159 -0.020486516574048062 0.012413989997079208 0.002467985737794613 0.041874016737909331 -0.023259508802970758 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1379 607 36 87 30 878 internal_value=-6.69394e-05 -0.00559216 -0.0127022 -0.00345181 0.00760617 0.0092158 -0.00653405 0.000357071 0.0183631 -0.0111832 -0.00196202 -0.00365579 0.0135378 0.00571916 -0.0024206 -0.00876308 -0.0108738 0.0104672 -0.00403506 0.0141692 0.00219101 0.0154754 0.046277 -0.00052135 -0.0125604 -0.00834138 0.003686 0.00492646 -0.000232215 0.0189339 internal_weight=7807.1 4538.81 1050.18 3488.63 3268.29 2674.44 645.031 593.848 79.3656 563.632 2925 2226.75 1196.05 1478.39 514.482 276.118 265.069 630.242 573.918 1174.26 848.145 1076.62 27.3499 1646.84 543.959 356.496 52.0157 238.364 97.6432 670.131 internal_count=44044 29332 7670 21662 14712 11982 3901 2730 351 3961 17701 13994 5181 6801 2379 1260 1209 2760 3435 5085 4041 4645 119 9305 3823 2444 232 1119 440 2842 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=31 num_cat=0 split_feature=3 10 3 10 4 0 12 14 0 1 0 14 3 12 9 8 13 13 12 3 12 14 13 14 12 15 13 8 14 14 split_gain=120.255 29.9915 21.5113 13.0925 9.41149 9.83323 10.3042 9.20412 9.2024 8.86623 8.25681 8.19994 8.07191 17.6513 12.4011 12.6543 10.1034 8.91481 8.29803 7.70991 7.71695 7.59413 7.31649 6.86124 9.15874 6.80574 6.55546 13.0357 7.43351 6.01648 threshold=5.5857142857142863 1.0000000180025095e-35 11.211111111111112 0.86607142857142871 4.5000000000000009 4.5000000000000009 35.905000000000008 2550.0000000000005 1.5000000000000002 0.15476190476190479 2.5000000000000004 2050.0000000000005 7.354166666666667 13.685 0.41428571428571431 0.64583333333333359 53.500000000000007 58.250000000000007 35.781500000000008 6.3166666666666673 34.405000000000008 2870.0000000000005 56.250000000000007 1950.0000000000002 36.241500000000009 1.0000000180025095e-35 57.250000000000007 -0.67708333333333315 2985.0000000000005 2150.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 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 26 7 6 -6 10 22 -10 23 19 -3 16 15 17 -14 -15 -16 -12 -21 -7 -5 -2 -25 -18 28 -28 -1 -11 right_child=1 12 -4 8 5 21 -8 -9 9 29 11 -13 13 14 18 -17 25 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.0067132018571086655 0.0074046927421808134 0.002118717188986252 -0.025398927741429156 0.011131337410466135 -0.0027169371160019936 -0.032354349775128154 -0.013912506768069141 0.036409082408087767 0.025508840860471844 0.0084815083697293518 0.013291808152033683 -0.040301910298891915 -0.014453306706395176 -0.020391363757029751 -0.027952127751037798 0.022145601594696605 -0.0042940225618536875 0.01786789556524605 0.017675840662115739 -0.047407998078251495 -0.0064240341100421832 0.055283927805145197 -0.0029784845033409921 0.11082146875024422 0.0024042057987775341 0.0019499043747050898 -0.057141502763237532 0.0010155677249523223 -0.034571641612754923 0.030170297685205429 leaf_weight=1922.7444884330034 43.785683430731297 706.23242405056953 228.09388039261103 333.44665609300137 333.20685702562332 67.209100656211376 536.33972391486168 15.819460861384867 190.30810026824474 234.71955309808254 47.324303597211838 17.191014267504215 148.16804006695747 337.59300756454468 12.630595192313192 20.072324559092522 793.36522415280342 15.944884166121481 47.20537119358778 12.541689269244669 136.41336637735367 2.5662841945886603 126.81806702911854 4.0215804129838935 3.7778511345386505 969.98581744730473 9.8568747788667661 428.76994642615318 10.965347006916998 37.017932802438736 leaf_count=8668 271 3730 2385 1397 2318 620 4067 93 781 1002 244 108 1166 2762 71 120 4711 115 255 98 977 17 536 25 23 5269 52 1956 50 157 internal_value=-6.53843e-05 -0.00537987 -0.011305 0.00719259 -0.00867034 -0.0110716 -0.00962241 -0.000639978 0.0122477 0.0172324 -0.0028512 -0.00718931 -0.00256745 -0.00397878 -0.0130886 -0.0164732 -0.00191307 -0.0186658 0.00804437 -0.00428917 -0.00987479 -0.0291311 0.00724362 0.0151009 0.0583068 -0.000859357 0.00522729 -0.000291345 0.00647909 0.0114361 internal_weight=7794.14 4499.49 1448.29 3294.65 1220.2 939.322 869.547 280.875 922.31 462.046 265.055 213.47 3051.2 2344.97 433.446 373.61 1911.52 353.538 59.836 196.279 148.955 69.7754 460.265 51.5851 7.79943 1763.35 2372.34 438.627 1933.71 271.737 internal_count=44044 29445 11246 14599 8861 7022 6385 1839 3873 1940 1746 1427 18199 14469 3323 2997 11146 2877 326 1319 1075 637 1933 319 48 9980 10726 2008 8718 1159 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=31 num_cat=0 split_feature=9 12 3 13 1 3 8 13 12 14 11 14 3 12 3 13 9 4 14 8 12 14 13 14 12 3 15 14 12 8 split_gain=109.348 23.7841 22.2093 13.9415 13.3118 13.9893 12.0403 10.6858 12.169 10.6705 9.83133 9.16157 9.01181 22.7109 8.33501 7.93449 7.72038 7.55812 7.10159 9.57255 7.00934 7.04007 6.90706 6.9044 6.8348 10.6814 6.70868 7.98713 7.64222 6.76234 threshold=0.29285714285714287 37.141500000000008 8.7638888888888911 54.500000000000007 1.0000000180025095e-35 7.2678571428571432 -0.20833333333333337 57.750000000000007 34.853000000000009 1075.0000000000002 0.85357142857142865 2450.0000000000005 7.4722222222222232 13.685 6.7638888888888902 53.500000000000007 0.21111111111111114 2.5000000000000004 2150.0000000000005 -0.2708333333333332 40.714500000000008 1650.0000000000002 57.750000000000007 1450.0000000000002 35.153000000000006 5.6833333333333345 1.0000000180025095e-35 1750.0000000000002 34.253000000000007 -0.22916666666666666 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 10 -3 11 -9 -1 -6 15 26 23 18 -2 -8 -17 -12 -20 -4 22 -22 -14 25 -11 27 -5 29 -28 right_child=4 2 20 12 5 -7 16 8 -10 24 14 -13 13 -15 -16 17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.02555802273295317 -0.00062938373325739704 -0.025650047821861491 -0.023848336364833547 0.0029329094251347165 0.0024982460618885411 -0.0225705341364239 -0.0054208028573916626 0.016053542651353652 -0.0073734460955615505 0.023299915733437374 0.0080340453003205012 -0.019793965948260713 -0.0048779634811946995 -0.01234223421960705 0.070412214554047364 0.017497406314081091 0.015370187271504274 0.0088726850500728503 0.084247337475280112 0.019444336038917417 0.0059906093891172567 -0.021972179639725035 0.097026937764426543 0.0019028045803803223 -0.019538528694137278 -0.01009459126735944 -0.065284440419476716 0.022077779816354774 0.0025905130806297342 -0.0099963725525111392 leaf_weight=19.905796483159065 97.842438019812107 69.739534005522728 337.30428828299046 146.57213903218508 1297.3683319836855 48.027572683990002 521.77696164697409 85.734677374362946 156.83316241204739 25.837602093815804 432.44135263562202 21.681921795010567 577.03736852109432 532.35488642752171 5.7979918271303168 672.51757455617189 48.829222649335861 408.19922231137753 6.5501482486724845 43.840949043631554 24.607040025293831 28.491229712963104 2.2762881666421881 1074.4024209529161 183.86663166433573 326.92061855643988 5.9448808431625357 86.705783322453499 412.53027050197124 79.369169913232327 leaf_count=138 440 466 3248 800 5984 323 3183 371 718 124 1886 96 3370 4441 31 2843 252 1803 30 187 232 267 22 5974 1379 2320 34 458 2208 416 internal_value=-6.39692e-05 -0.00511936 -0.0117796 -0.00313742 0.00688538 0.00405879 -0.00603855 0.0104784 0.000906734 -0.0103891 0.00477489 0.0124128 -0.00175289 -0.00336151 0.0108196 0.0130053 -0.00364163 0.0142397 0.010104 0.0278678 -0.0211417 -0.00465452 0.0136989 -0.000466496 -0.0117225 -0.00764863 0.00305189 0.0100488 -0.000226671 -0.013849 internal_weight=7781.31 4504.47 1033.02 3471.45 3276.84 1834.03 640.346 1442.81 242.568 556.531 1786 1200.24 2914.92 2183.79 488.63 1178.56 570.606 1080.72 482.832 50.3911 392.679 55.3746 26.8833 1651.44 536.625 352.758 731.122 233.278 497.844 85.3141 internal_count=44044 29332 7670 21662 14712 8441 3901 6271 1089 3961 8118 5182 17701 13785 2134 5086 3435 4646 2103 217 3769 521 254 9344 3823 2444 3916 1258 2658 450 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=31 num_cat=0 split_feature=3 10 3 11 13 12 14 2 13 12 3 8 15 1 12 8 3 8 1 13 13 12 12 8 4 12 8 3 15 14 split_gain=99.3137 25.1212 19.626 11.2976 8.73319 10.6936 9.5076 8.68763 7.62594 9.94205 7.49125 7.35522 6.90625 7.60991 7.15661 6.93606 6.83423 6.65797 6.56446 10.5111 9.99163 9.00871 6.92531 6.4902 7.24123 9.80074 8.5556 6.43863 6.26224 6.04897 threshold=5.5857142857142863 1.0000000180025095e-35 11.211111111111112 0.85357142857142865 53.500000000000007 34.755000000000003 1750.0000000000002 0.47222222222222227 57.250000000000007 36.135000000000012 2.6125000000000003 0.42708333333333343 1.0000000180025095e-35 0.11805555555555557 37.035000000000004 0.92708333333333348 8.6125000000000025 0.80208333333333348 0.10555555555555557 54.500000000000007 50.500000000000007 39.153500000000001 34.681500000000007 -0.60416666666666641 2.5000000000000004 37.835000000000008 -0.083333333333333273 4.5277777777777786 1.0000000180025095e-35 1550.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 -2 -6 29 28 -11 -3 13 15 -15 17 -14 -13 19 22 -20 27 -1 -21 25 -25 -26 -22 -10 -5 right_child=1 11 -4 8 7 -7 -8 -9 9 10 -12 12 16 14 -16 -17 -18 -19 20 23 21 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=0.019236158788930785 -0.0077262891782107672 -0.0028942731050494051 -0.024111428586789139 0.019983961884263539 -0.006525168626511299 -0.023337791663125464 0.067165548793400184 0.0585587624061139 0.030986797398888821 -0.054279286132608864 -0.0069053883945278463 0.027882793044646911 0.0011088512291604253 0.031541159617215077 -0.027391502688498454 0.066425288915059305 -0.060863534684827407 -0.026950930137911097 0.071771068028089469 -0.04363362163770914 0.0042522498504326987 -0.035800480826342754 -0.0076662019104214831 0.0096923040207825845 -0.022742284411444737 0.025657580922557394 0.0064491856586263181 -0.0051491463017475829 0.0013771141485956692 0.010179929952233952 leaf_weight=27.925740376114845 13.335474587976934 2901.6046350821853 220.60860817879438 248.6679250150919 1036.2441030293703 144.06539314240217 6.2118415758013716 5.1528585553169242 27.093094512820244 10.625643223524092 38.875636994838715 40.135136730968952 55.263714738190174 8.0675575435161608 14.252240024507044 9.8900696039199811 4.8381711989641181 6.4216180443763724 5.0769589990377417 5.9044089317321768 774.80569283664227 15.974545627832411 166.85658431053162 482.15000662207603 26.135000288486481 120.06469833850861 633.97840547561646 238.07536053657532 52.379352033138275 428.33307544887066 leaf_count=125 100 17478 2385 1048 7556 1134 43 28 114 45 172 205 288 39 74 49 34 32 23 30 3445 79 746 2044 124 503 2902 1162 226 1811 internal_value=-6.24798e-05 -0.00492406 -0.0104005 0.00651117 -0.00789031 -0.0186292 0.0160732 -0.00620313 0.0116582 0.000515275 -0.0170744 -0.00235628 0.00888497 0.018625 -0.00609012 0.0283977 -0.00387989 0.0203195 0.00484978 0.00700498 0.00180018 0.0014549 -0.00380924 0.00866589 0.00891051 0.0128753 0.00529345 0.00204247 0.0114714 0.013781 internal_weight=7769.01 4466.09 1425.62 3302.92 1205.01 163.613 19.5473 1041.4 805.975 128.974 49.5013 3040.47 138.869 78.7666 22.3198 56.4468 60.1019 46.5568 2496.95 1463.01 1033.93 1028.86 194.782 1268.23 1262.33 602.215 660.113 1012.88 79.4724 677.001 internal_count=44044 29445 11246 14599 8861 1277 143 7584 3416 557 217 18199 721 399 113 286 322 237 11183 6474 4709 4686 871 5603 5573 2547 3026 4607 340 2859 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=31 num_cat=0 split_feature=3 12 3 9 0 8 1 11 12 14 14 13 12 14 8 12 8 13 3 12 14 14 9 10 3 11 14 8 3 3 split_gain=90.5928 28.0665 21.0951 15.7393 11.1751 10.4229 8.58696 8.55913 7.43078 7.7167 7.01887 6.86744 7.37865 10.8794 9.7413 7.87057 7.46816 6.71578 6.45675 6.65722 7.74146 6.39695 6.78216 6.30772 6.22793 9.98413 12.3619 6.13431 6.99945 5.60821 threshold=6.6125000000000007 34.95300000000001 8.7638888888888911 0.70714285714285718 1.5000000000000002 -1.0000000180025095e-35 0.10555555555555557 0.10555555555555557 35.38150000000001 2050.0000000000005 1750.0000000000002 57.250000000000007 35.105000000000011 1650.0000000000002 -0.052083333333333363 34.368500000000004 0.57291666666666685 54.500000000000007 11.535714285714286 40.714500000000008 1650.0000000000002 1250.0000000000002 0.64583333333333337 0.38750000000000007 3.683333333333334 0.85357142857142865 1450.0000000000002 -0.20833333333333337 8.6833333333333353 5.354166666666667 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 10 7 11 8 -4 17 27 -5 -10 -2 29 13 -13 15 -15 -14 -6 21 -20 -21 -7 -23 -12 -8 -26 -27 -3 -29 -1 right_child=1 2 5 4 6 18 24 -9 9 -11 23 12 16 14 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.0059297483663149162 -0.0046949944520922673 -0.024946302827745948 -0.040419158747429226 0.010722209311098982 -0.0017247107295428167 -0.00116613848096943 0.012553766075865946 0.0030047915793179288 0.00071944653512456705 -0.034885131740724572 0.00054539680482199797 -0.0078032626999842928 -0.0075085927846770713 0.010486433467100121 0.0072067671206673782 0.062047846393443164 0.031736432155443459 0.02502867610609218 -0.026009331628243926 0.020144282028249694 -0.026720544818603725 -0.016148175756232622 0.070131039858007699 0.039023714388884689 -0.017235014813360951 0.066310343949588915 -0.012064764560426973 -0.0076330582903455296 0.048273875520076226 0.00061859144316217909 leaf_weight=1619.5760698467493 1260.0700356215239 52.722703039646149 45.875097021460533 237.48626397550106 26.489880964159966 101.68350829929113 373.89045457541943 218.9584695994854 247.93549998104572 16.213247418403625 951.44957602769136 90.550965920090675 350.01678846776485 13.064975619316103 98.429018750786781 17.072299942374229 12.557184532284735 204.90610927343369 198.42665422707796 18.284274362027645 17.00932551920414 322.21141703426838 2.2939125299453726 10.771323844790457 45.181839287281036 9.5603694319725054 10.619998171925543 462.12051469832659 5.6671698093414298 717.10851560533047 leaf_count=7292 7823 430 513 986 108 867 1559 1290 1047 70 5594 437 1697 61 454 82 57 836 2244 182 176 2778 10 50 206 41 47 3367 52 3688 internal_value=-6.06464e-05 -0.00576682 -0.0111906 0.00505531 0.00994882 -0.0173738 0.0141709 -0.00528911 0.00430423 -0.00146594 -0.00223948 0.00308964 -0.00177164 0.00547226 0.0148224 0.0396952 -0.0061494 0.021966 -0.0157718 -0.0224504 -0.00244166 -0.0121093 -0.0155383 0.000976132 0.0100645 -0.00417498 0.0250651 -0.00877802 -0.00695576 0.0042998 internal_weight=7758.2 3667.54 1445.25 4090.66 1172.28 705.784 670.649 739.469 501.635 264.149 2222.29 2918.38 581.691 219.117 128.566 30.1373 362.574 231.396 659.909 233.72 35.2936 426.189 324.505 962.221 439.253 65.3622 20.1804 520.51 467.788 2336.68 internal_count=44044 25376 11909 18668 4900 6770 2797 5139 2103 1117 13467 13768 2788 1034 597 143 1754 944 6257 2602 358 3655 2788 5644 1853 294 88 3849 3419 10980 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=31 num_cat=0 split_feature=9 12 3 13 1 3 8 13 12 14 14 11 3 12 13 3 0 3 4 8 14 12 14 1 1 8 3 15 12 8 split_gain=82.6293 20.1962 18.4524 12.2979 11.1676 12.0558 9.92704 8.96642 10.4532 8.2857 7.72213 7.48403 7.44659 8.87986 9.80266 7.41633 18.0189 7.39406 7.12764 6.63026 6.28473 8.30236 6.92983 6.23731 6.90622 6.36103 7.15288 6.15927 6.13187 9.0543 threshold=0.29285714285714287 37.141500000000008 6.6125000000000007 53.500000000000007 1.0000000180025095e-35 7.2678571428571432 -0.22916666666666666 57.750000000000007 34.153000000000006 2350.0000000000005 1075.0000000000002 0.85357142857142865 10.763888888888891 41.112500000000004 58.250000000000007 7.154761904761906 1.0000000180025095e-35 6.7638888888888902 2.5000000000000004 -0.67708333333333315 1750.0000000000002 33.905000000000008 2940.0000000000005 1.0000000180025095e-35 0.11805555555555557 0.041666666666666581 4.8166666666666673 1.0000000180025095e-35 37.436500000000002 0.42708333333333343 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 11 -3 9 20 18 -1 -6 -4 14 -14 23 27 19 -2 -13 21 -9 -22 -5 -25 -26 -27 -17 -8 -30 right_child=4 2 12 15 5 -7 28 8 -10 -11 -12 17 13 -15 -16 16 -18 -19 -20 -21 22 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=0.021896777732842154 0.014960442219344255 -0.027822967216124057 -0.012104119561303342 0.004330411680788444 0.0020416304430932639 -0.021582068189412246 -0.016461806801667155 -0.033711731456105294 -0.0051404136089769608 -0.0092006382038093918 -0.013581069469402027 -0.025472498129676297 -0.029592224687756991 0.0003308135139624767 0.074534197075604144 -0.0037941687049296764 -0.010502613467870639 0.06445086142334415 0.006884845704605418 0.0096022512977940941 0.048806121787455373 0.04342026794821513 0.0065834713674553158 -0.029592030636691087 0.012203296310577833 0.021348102670984258 -0.036552842078570714 0.0021637611089088626 0.0020289439837880784 0.048493682270836891 leaf_weight=16.12596395611763 712.12184127420187 32.56695282459259 455.14490351825953 661.73777805268764 1300.3602495640516 47.159237369894981 42.891353115439415 10.196886181831358 187.68693383783102 48.658898070454597 313.80869818478823 13.869444712996481 168.05788456648588 32.492676012217999 2.2910919338464728 786.214972615242 606.85524594783783 5.9994161427021018 443.34137354791164 472.00954121351242 22.116589352488518 5.3032159507274619 17.334582626819611 29.238430455327034 39.678981065750122 7.5278493314981487 18.302265226840973 967.72547993063927 268.83821982145309 10.909986808896063 leaf_count=115 3010 179 3658 3493 5984 323 220 44 855 211 2462 71 1846 319 23 4699 5112 31 1961 2032 92 24 74 165 214 36 99 5267 1371 54 internal_value=-5.9025e-05 -0.00449143 -0.0106973 -0.00266741 0.00595722 0.00337219 -0.00151364 0.00924381 0.000475072 0.0110108 -0.011847 0.00402881 -0.0156551 -0.0236228 -0.0281918 -0.00169583 -0.00307637 0.00928224 0.0118619 0.00860104 0.0196549 -0.00732173 0.0302538 0.00261247 -0.00938605 -0.000367585 -0.0196784 -0.000506919 0.001142 0.00384104 internal_weight=7746.57 4460.41 1013.19 3447.22 3286.16 1839.4 355.207 1446.76 242.638 1204.12 329.935 1792.24 657.987 202.842 170.349 3117.28 2360.8 491.878 1155.46 485.879 54.9513 15.5001 39.4512 756.485 94.7475 65.5091 25.8301 1753.94 322.64 279.748 internal_count=44044 29332 7670 21662 14712 8441 1824 6271 1089 5182 2577 8118 5846 2188 1869 19085 15078 2134 4971 2103 234 68 166 4007 514 349 135 9966 1645 1425 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=31 num_cat=0 split_feature=9 12 3 13 8 13 1 8 14 13 0 3 12 14 14 8 12 10 14 8 3 13 13 13 4 11 12 12 3 13 split_gain=74.6607 18.4857 17.1864 11.3671 10.2307 10.1872 10.468 9.32646 9.06408 8.22406 10.2017 7.80594 8.39197 7.65039 7.41381 7.40544 7.13464 6.98804 6.98706 6.79337 6.5444 6.47822 6.45812 8.01138 6.39527 6.39154 6.87133 6.19477 6.17122 6.22491 threshold=0.29285714285714287 37.141500000000008 8.7638888888888911 54.500000000000007 -0.20833333333333337 57.250000000000007 1.0000000180025095e-35 -0.67708333333333315 1075.0000000000002 59.250000000000007 6.5000000000000009 7.2678571428571432 38.435500000000012 2450.0000000000005 2940.0000000000005 0.45833333333333348 37.535500000000006 0.47222222222222227 1750.0000000000002 0.041666666666666581 4.3166666666666673 53.500000000000007 50.500000000000007 52.500000000000007 5.5000000000000009 0.78888888888888908 33.212500000000013 40.714500000000008 5.6125000000000007 51.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -3 6 13 -7 -1 10 15 12 -12 21 -11 20 25 -14 -5 22 -9 -2 -10 -24 -6 26 -8 -4 29 -18 right_child=5 2 27 18 24 7 16 9 19 14 11 -13 17 -15 -16 -17 28 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.023663550282761334 -0.0013432888144833681 -0.02365362866018865 -0.021426932377961505 -0.0034960647688815774 0.00061738300295821049 -0.03448680372871267 -0.071783842835273837 -0.0033947637247646388 0.046701271902790178 0.047220515528129982 0.0054774502872524137 -0.048334339818353056 0.087822697735633878 -0.01908593001624722 0.0076823036415129588 0.030996801926832646 0.053704041051603695 0.019220836165864546 0.0014459464793274317 -0.030345782599774992 -0.019536725450695746 0.012071789463676335 -0.019146565218185054 -0.0051250977343267378 -0.010770755093895619 0.01004369597501713 0.0029897330439799812 -0.0031128910441029032 -0.017087776133948757 -0.00033886391253332311 leaf_weight=20.251944087445736 98.122829236090183 67.354277268052101 318.36510903388262 1603.8756414726377 383.95986384898424 19.271810486912727 3.0869726538658133 175.53900989890099 5.1849120408296576 16.255501382052898 206.77991038560867 6.2725100293755522 5.6131548881530788 21.571597501635551 43.809503123164177 11.97875916957855 5.44724516570568 10.96082530915737 1290.7858428433537 39.574180543422699 97.760200835764408 1086.1923495084047 146.57440996170044 334.04090812802315 181.58177561312914 524.10871986299753 652.89173763990402 54.006807535886765 59.425859838724136 244.20579899847507 leaf_count=138 440 466 3248 10014 2169 108 15 754 44 69 949 39 27 96 192 54 25 48 7687 269 490 4645 1252 2258 1266 2245 3068 521 340 1108 internal_value=-5.75083e-05 -0.00428301 -0.0102476 -0.00254013 -0.00523292 0.00565336 0.00695996 -0.000272463 -0.00915997 0.000874332 -0.00116806 0.00667644 0.00822133 0.0104228 0.0183826 -0.00748226 0.00415581 0.0424544 -0.00129233 -0.0104252 -0.00916881 0.0109603 -0.00880248 -0.00940126 -0.00303907 0.00592699 0.00263786 -0.0187708 -0.00260668 0.000840312 internal_weight=7734.85 4445.56 1005.27 3440.29 632.896 3289.29 2695.05 594.241 545.626 574.969 514.904 229.626 223.354 1205.89 60.065 285.278 1489.17 16.574 2894.66 525.374 273.299 1184.32 485.8 480.615 565.542 1180.09 655.979 372.372 309.079 249.653 internal_count=44044 29332 7670 21662 3901 14712 11982 2730 3961 2622 2361 1063 1024 5181 261 1298 6801 75 17701 3823 1244 5085 3554 3510 3435 5328 3083 3769 1473 1133 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=31 num_cat=0 split_feature=3 12 3 9 0 11 14 13 1 12 14 11 13 1 10 8 12 15 13 3 11 14 0 12 3 10 10 13 12 0 split_gain=68.3207 22.4981 21.7396 12.1678 10.2569 7.81118 7.7661 7.56467 7.22735 6.55863 6.825 6.01164 6.00217 5.79997 6.22242 5.77408 5.72271 5.47234 5.44851 5.43746 5.53127 9.5473 7.15829 5.71757 5.36787 5.49874 5.14244 5.1344 6.88461 4.99847 threshold=6.6125000000000007 13.431500000000002 9.0500000000000025 0.70714285714285718 1.5000000000000002 0.58571428571428574 1250.0000000000002 53.500000000000007 0.10555555555555557 35.38150000000001 2050.0000000000005 1.0000000180025095e-35 54.500000000000007 0.29285714285714287 0.41428571428571431 -0.69791666666666652 34.005000000000003 1.0000000180025095e-35 51.500000000000007 3.5277777777777781 0.85357142857142865 1350.0000000000002 4.5000000000000009 35.735000000000007 2.4722222222222228 0.43650793650793657 0.95000000000000007 55.750000000000007 40.714500000000008 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 7 5 11 9 13 27 18 12 -5 -11 16 -6 14 29 -13 -1 -9 -2 -10 22 -22 -21 -23 -14 -26 -12 -4 -29 -3 right_child=1 2 6 4 8 -7 -8 17 19 10 26 15 24 -15 -16 -17 -18 -19 -20 20 21 23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.015807141314486142 0.025101042694570308 -0.0021004586173513913 -0.015211093646190799 0.0092809759581472442 -0.0025237454147962173 0.013035640280121934 -0.019557061682212107 -0.003493383033801192 0.011424000149196888 -0.0001116786231604209 -0.065111349148826089 -0.011797596374100102 0.039946842499235524 -0.028795749290930678 0.0095823670504115426 0.0043204979352172599 -0.0026073910100226794 0.0021230523726593798 -0.014905190124603195 -0.037574903796530196 0.06991085988666576 0.043115670730573388 0.0015613237220896241 -0.021991460850803446 0.057416570056583405 0.016815827561268103 -0.0082647883432186119 -0.0016281673093885023 0.060988330579661687 -0.009532375295872593 leaf_weight=45.113469153642654 9.0890382528305036 405.66012693196535 93.901391856372356 238.29014824330807 26.499363347887993 58.227981887757778 486.17952910065651 785.686040148139 367.79549796879292 248.4450079202652 7.2031178027391443 57.024022832512856 37.199498504400253 26.690663762390614 66.6050890609622 2170.4661538898945 651.30272427201271 968.09306336939335 133.7395363599062 18.4005316644907 6.1981981545686748 4.7622072547674206 32.009321913123131 11.551501512527464 8.8020270466804487 158.67092545330524 8.886290118098259 76.02184746414423 4.6587870493531218 511.53416564315557 leaf_count=220 81 3074 947 986 108 316 4832 4711 1527 1047 32 305 155 189 344 10033 3210 5267 1085 86 26 20 143 51 36 645 38 750 44 3736 internal_value=-5.58974e-05 -0.00505515 -0.00917949 0.00436698 0.00866505 -0.00477162 -0.0163088 -0.00129424 0.0127068 0.0032643 -0.00215546 0.00264019 0.019867 -0.00579773 -0.00517379 0.00390787 -0.00141451 -0.000393088 -0.0123594 0.00895106 -0.0035217 0.0170849 -0.0127241 -0.00298575 0.022766 0.0189497 -0.0337146 -0.00726299 0.00198753 -0.00624536 internal_weight=7724.71 3626.09 1729.48 4098.62 1174.71 1068.72 660.762 1896.61 671.889 502.825 264.534 2923.91 231.172 1010.49 983.799 2227.49 696.416 1753.78 142.829 440.717 72.9218 22.5119 50.4099 16.3137 204.672 167.473 16.0894 174.582 80.6806 917.194 internal_count=44044 25376 14232 18668 4900 7659 6573 11144 2797 2103 1117 13768 944 7343 7154 10338 3430 9978 1166 1853 326 97 229 71 836 681 70 1741 794 6810 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=31 num_cat=0 split_feature=3 9 3 8 13 8 11 14 9 3 13 12 12 13 14 8 12 8 8 10 13 13 12 1 4 2 12 9 9 0 split_gain=61.9432 16.5613 14.6014 8.42882 8.20224 12.8658 9.50035 11.1567 7.79731 7.79118 7.62427 7.57123 6.4657 6.45455 7.66612 8.5996 6.26212 5.547 6.09638 6.06155 13.8058 14.6583 8.10694 5.44891 5.23681 7.33847 13.5637 7.09132 14.3028 9.94296 threshold=5.354166666666667 1.0000000180025095e-35 7.354166666666667 -0.1979166666666666 57.250000000000007 -0.67708333333333315 0.85357142857142865 2985.0000000000005 0.76388888888888895 11.683333333333335 57.250000000000007 35.681500000000007 44.025000000000006 52.500000000000007 1075.0000000000002 0.12499999999999997 36.184500000000007 -0.64583333333333315 -0.89583333333333315 0.41428571428571431 59.250000000000007 54.500000000000007 39.195000000000007 1.0000000180025095e-35 2.5000000000000004 0.15476190476190479 34.661500000000004 0.21111111111111114 0.23611111111111113 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 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 10 -4 6 -6 7 -1 13 -5 -2 -10 -11 14 -3 -16 -13 18 -15 22 21 -21 23 24 25 26 -19 29 -29 -27 right_child=1 8 3 9 5 -7 -8 -9 11 12 -12 16 -14 17 15 -17 -18 19 -20 20 -22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=0.0050004940875568692 0.0010336004929903297 0.03318465522515248 -0.03452217555336818 -0.0087080616185906748 -0.060176475090047025 0.00064841660174938683 0.011653359398159804 -0.048744706354053202 -0.031513607874372122 -0.021978798353695306 -0.016159283109685056 0.077884918359713215 0.048253396174198639 0.002749704331216643 -0.019438860552307168 0.032445043101414078 0.019354279082644549 -0.021950390468655503 -0.024274105753109242 0.030902747899410402 0.058357261755208001 -0.001345082167028896 -0.020640436278753088 -0.0085422564554303755 -0.0014898518330834665 0.031752194918491898 0.059420749689415311 0.1055774101889087 0.0066848402009817252 -0.029050130094616947 leaf_weight=1948.3597578406334 421.77963817119598 8.4850830137729627 40.858354978263378 642.37263791263103 8.8442228585481626 511.37869012355804 664.43690882623196 9.7040626555681211 6.3130341023206702 170.81197169423103 76.119676642119884 5.3272057324647895 3.3411512896418563 33.737236879765987 117.55179499834776 8.5685858055949193 32.14044688642025 7.500527240335944 54.718879871070385 41.191854752600193 11.866623520851133 243.84390146285295 57.18409838527441 255.4182451069355 2180.5192476287484 8.7498836889862996 16.144771680235863 3.8045171350240699 93.808001138269901 29.037657432258129 leaf_count=8606 2518 63 482 5581 49 2275 2783 45 28 2064 476 23 33 209 1007 50 141 50 350 201 50 1201 468 1477 12991 50 97 22 486 168 internal_value=-5.41853e-05 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7.61963 6.57455 6.55 6.92926 12.4384 7.22024 7.05027 8.32241 8.75268 6.25126 6.204 5.94504 5.75651 6.82044 5.5775 5.52391 5.44177 6.29354 5.43638 threshold=0.29285714285714287 37.141500000000008 5.5000000000000009 -0.20833333333333337 54.500000000000007 1.5000000000000002 1.0000000180025095e-35 7.2678571428571432 -0.47916666666666663 8.5000000000000018 1075.0000000000002 2.5000000000000004 0.041666666666666581 53.500000000000007 2150.0000000000005 56.250000000000007 60.500000000000007 0.35416666666666669 2985.0000000000005 34.605000000000011 1750.0000000000002 0.5634920634920636 2350.0000000000005 50.500000000000007 52.500000000000007 58.750000000000007 56.750000000000007 40.605500000000006 10.950000000000001 39.195000000000007 decision_type=2 2 2 2 2 2 2 2 2 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 10 27 8 13 9 -2 -1 -10 23 22 29 -16 17 -17 19 21 -6 -19 -8 -12 -25 -7 -9 28 -4 -15 right_child=6 2 5 -5 20 25 7 26 11 -11 12 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.022109771520163871 -0.034286743224626208 -0.024924039566041847 -0.0063599289696491135 0.00058469877255839413 -0.0031111369580643141 -0.023595356483671528 0.015037201802032874 -0.0055128301028013263 0.011147668533219243 0.045569652567978437 0.043945784481023854 0.0036159184379977874 -0.029282271788659733 0.0015325940912109511 0.026241339706838181 0.04294408621767324 0.047549112445323227 0.081747082440885785 -0.028660000748256698 -0.008320672461879914 0.0015720396656260791 0.01373668723047922 -0.043941316297798821 -0.017600460787581134 -0.0045022263096566551 0.056301829666039617 -0.040841183243739559 0.0062396698704537644 -0.02333143510900253 -0.023553093964703425 leaf_weight=20.545730963349342 20.776789031922821 71.236187025904655 154.84927844256163 411.40631966292858 1595.2036364227533 216.89155499637127 143.53412817418575 27.067947126924992 885.00783628970385 4.3634661212563506 5.3037758916616431 541.11977584660053 38.694992527365685 1446.3189383298159 80.125365316867828 7.4358738809823981 7.3819532096385947 4.9920432269573203 30.839203104376793 41.209849789738655 1287.8389465734363 10.214231386780737 4.4038385599851599 142.04355284571648 330.94511357694864 2.2065452411770812 18.714871421456337 47.14000491052866 84.398023918271065 21.924616828560829 leaf_count=138 106 532 1132 2424 10014 2125 654 193 3747 23 44 2395 269 6526 352 37 32 22 139 184 7687 43 20 1252 2258 21 130 445 991 109 internal_value=-5.28686e-05 -0.00375673 -0.00929856 -0.00318029 -0.00215581 -0.0151403 0.00490224 0.0026278 0.00779242 -0.0204265 -0.00825207 0.00828987 -0.00945868 0.00320269 0.00229927 0.0114961 -7.85558e-05 -0.00379152 -0.00777432 0.00364259 -0.00101919 0.0360637 0.0132815 -0.00785491 -0.00843577 -0.0227907 -0.0199542 -0.00928749 -0.0123469 0.001158 internal_weight=7704.13 4408.7 988.128 482.643 3420.58 505.485 3295.43 1844.16 1451.27 25.1403 537.533 1426.13 516.987 1798.38 1650.44 182.199 102.073 94.6912 87.2553 56.4161 2883.04 15.2063 147.938 478.292 472.989 219.098 45.7828 286.387 239.247 1468.24 internal_count=44044 29332 7670 2956 21662 4714 14712 8441 6271 129 3961 6142 3823 8118 7444 809 457 425 388 249 17701 65 674 3554 3510 2146 323 2568 2123 6635 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=31 num_cat=0 split_feature=3 12 11 3 9 8 14 8 14 12 11 12 14 13 3 13 1 13 12 14 13 12 12 3 3 13 12 3 12 14 split_gain=52.1062 27.4252 14.0153 10.4603 8.28242 8.00282 7.73221 7.0407 6.77995 14.3158 9.62638 8.69265 9.23393 8.48179 10.999 10.7876 7.44515 6.63663 6.49914 6.49928 6.33368 6.62524 6.23765 6.1487 10.743 6.08697 5.89707 5.77632 5.54208 5.25543 threshold=7.3166666666666673 34.153000000000006 1.0000000180025095e-35 11.535714285714286 0.41428571428571431 -0.69791666666666652 2940.0000000000005 -0.052083333333333363 1750.0000000000002 34.195000000000007 0.85357142857142865 35.036500000000011 2985.0000000000005 57.250000000000007 7.154761904761906 54.500000000000007 0.43650793650793657 58.250000000000007 41.112500000000004 1650.0000000000002 54.500000000000007 35.781500000000008 41.425000000000004 6.5277777777777786 5.9500000000000011 54.500000000000007 38.261500000000005 7.8166666666666673 34.935500000000012 1075.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 25 -1 4 6 -4 7 27 9 -7 -11 -10 13 14 15 -13 23 18 -5 22 -6 -22 -20 24 26 29 28 -3 -12 -2 right_child=1 3 5 17 20 8 -8 -9 11 10 16 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0023327208750899098 0.031130617241513388 -0.0051528296393357114 -0.011895254631070372 -0.024066749096325137 0.040971765607496664 -0.010569616329065116 0.057005636345731983 -0.0082860856620743922 0.012921661055284526 0.0022921067843912559 0.003961293572738586 -0.0046753060258450394 -0.057465069302285565 -0.0040528979644204721 0.080975787142900935 0.0095164885821171843 -0.0045298554981576169 0.059352654141500316 0.10299602759559275 -0.023933290138333119 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5.54458 5.31415 7.83207 5.28518 6.24636 7.49052 5.09281 5.1404 4.74157 4.70931 4.70268 4.57043 4.55344 4.68194 threshold=5.354166666666667 1.0000000180025095e-35 7.354166666666667 -0.1979166666666666 52.500000000000007 57.250000000000007 -0.67708333333333315 0.85357142857142865 2985.0000000000005 57.250000000000007 0.76388888888888895 35.681500000000007 -0.17708333333333334 50.500000000000007 0.31666666666666671 44.025000000000006 11.535714285714286 9.5000000000000018 1.0000000180025095e-35 52.500000000000007 1075.0000000000002 0.12499999999999997 36.681500000000007 1.0000000180025095e-35 0.73214285714285732 36.184500000000007 5.2678571428571432 51.500000000000007 -0.39583333333333315 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 9 -4 13 7 -7 8 26 28 19 -12 -6 -5 25 16 17 -14 -19 20 27 -22 -20 -24 -21 -13 -1 -3 -2 -30 right_child=1 10 3 4 12 6 -8 -9 -10 -11 11 14 15 -15 -16 -17 -18 18 22 24 21 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0039784918034594611 -0.032167533233095486 0.082458007397233524 -0.032991241355405418 0.033645744133864938 0.055910700661816706 -0.058874847271795795 0.00034561570291625002 0.010328230099817535 -0.046277837902714197 -0.015322832449299864 -0.030163209075686599 0.078118389351966605 -0.0091270009181702479 -0.02923319531778559 -0.025866599031990619 0.05147055408288085 -0.01765602125915949 -0.010383429155542419 0.008915344341192474 -0.0013644852236025088 -0.018001192885560631 0.030073243659028245 -0.016488732925782398 0.065397299041900614 -0.054623605821044613 0.02479816869651506 0.019717017500930516 0.004752232267415878 -0.00018172332012389154 0.015505564229254802 leaf_weight=1904.5829925984144 10.041072301566599 2.7492127120494825 38.635812908411026 3.8630453497171393 3.5709625929594031 8.5075088739395124 511.90815342962742 666.35729952156544 9.4364757984876615 75.197842068970203 6.2399680316448203 4.853271707892417 465.33979932963848 66.477035671472549 4.7299121469259253 3.6833206191658965 149.22080358117819 52.456660494208336 41.878944486379623 3024.0639956220984 114.13824290782213 8.7217353731393796 2.4684304594993565 8.5719914734363556 4.1847997009754172 28.219505473971367 48.676306322216988 6.0710368305444717 356.45962379127741 54.886692002415657 leaf_count=8379 66 19 482 38 38 49 2275 2783 45 476 28 20 4053 701 25 34 1871 485 356 17801 1007 50 23 79 19 119 227 44 2129 323 internal_value=-5.01578e-05 -0.00331611 -0.00744397 -0.0110409 -0.00997749 0.00465436 -0.000622492 0.0056989 0.00412719 -0.00138741 -0.00159905 0.0174458 -0.00844894 -0.0257799 0.0253044 -0.00876655 -0.00907473 -0.00683105 0.00330786 -0.00186449 -0.0116706 -0.0145884 0.0168794 0.0470891 -0.00143809 0.0326227 0.0043707 0.0289726 0.00109941 0.00191146 internal_weight=7686.19 4536.72 1332.75 836.167 797.531 3149.47 520.416 2629.05 1962.7 496.585 3203.97 44.0427 727.191 70.3401 37.8027 723.62 719.937 570.716 105.376 3159.93 131.68 122.86 52.9194 11.0404 3028.25 33.0728 1953.26 8.82025 421.387 411.346 internal_count=44044 30286 11154 8160 7678 13758 2324 11434 8651 2994 19132 192 6939 739 164 6901 6867 4996 943 18940 1120 1057 458 102 17820 139 8606 63 2518 2452 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=31 num_cat=0 split_feature=3 0 11 3 8 8 10 14 12 11 12 14 13 13 1 15 3 3 12 0 9 3 14 9 1 12 12 13 3 12 split_gain=43.0798 23.8765 12.1749 10.0457 7.04945 6.82718 6.49035 6.15094 12.912 8.0778 7.86304 8.15999 7.22065 9.81003 6.77161 5.56686 5.44544 9.4906 5.33098 5.51071 7.28636 5.11707 5.10852 5.15381 5.09239 5.045 7.15808 5.73972 5.04478 5.30207 threshold=7.3166666666666673 1.0000000180025095e-35 1.0000000180025095e-35 10.050000000000002 0.85416666666666685 -0.69791666666666652 0.78888888888888908 1750.0000000000002 34.195000000000007 0.94444444444444453 35.036500000000011 2985.0000000000005 57.250000000000007 54.500000000000007 0.43650793650793657 1.0000000180025095e-35 6.5277777777777786 5.9500000000000011 38.261500000000005 7.5000000000000009 0.89444444444444449 3.4722222222222228 1350.0000000000002 0.31666666666666671 0.11805555555555557 37.141500000000008 41.112500000000004 55.750000000000007 2.7638888888888893 13.808500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 -1 6 22 24 -3 8 -7 -10 28 12 13 -12 16 -2 17 18 19 -11 -21 -20 25 -24 -4 -5 -27 -28 -9 -30 right_child=1 3 5 4 -6 7 -8 10 9 14 11 -13 -14 -15 -16 -17 -18 -19 21 20 -22 -23 23 -25 -26 26 27 -29 29 -31 leaf_value=-0.0022668452493663001 -0.0039025891002348392 -0.0072186309862785902 -0.034067068025079264 0.0023207016231850531 0.063503257188505746 -0.010247196766285598 0.025814561886466993 0.019289572944473032 0.0020632428114505637 0.011968034830486418 -0.0043025226133992641 -0.055075170949498292 -0.003801609165148408 0.0091703838444441611 -0.0047430154760706063 0.001561608040337042 0.042559355873593323 -0.021476148896316254 0.017477790488430633 0.022673455926031687 0.077942578713417615 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0.00437074 -0.00665284 0.00467401 0.00276647 0.00404924 0.00693537 0.00459578 0.00490057 0.00675936 0.00982617 -0.00088971 0.0124066 0.0112264 0.0131971 0.0153084 0.028566 -0.0049833 -0.0165497 -0.0200032 -0.0111137 -0.00774358 -0.0183372 0.0234447 0.0120865 0.00864967 internal_weight=7678 3190.38 4487.62 1306 422.707 3634.64 883.29 3564.82 1933.68 1760.18 1631.14 1121.68 1115.98 919.561 450.309 1884.38 382.554 368.144 347.22 311.093 62.6075 36.1264 419.939 301.641 69.8182 118.297 57.633 8.70292 509.457 344.897 internal_count=44044 22970 21074 11838 4675 16666 7163 16278 8871 8079 7407 5156 5128 4190 1915 11132 1621 1549 1451 1297 265 154 4653 3343 388 1310 665 82 2251 1572 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=31 num_cat=0 split_feature=9 13 0 4 2 12 1 13 12 12 13 14 14 12 0 9 13 11 8 14 12 12 11 0 12 12 13 12 12 8 split_gain=39.3858 12.7715 9.26258 17.3235 10.6262 9.1494 7.72905 7.99007 7.41758 10.8991 8.79799 12.8995 8.52835 7.9715 9.14241 6.90885 6.74089 6.71136 6.63459 5.98296 8.36598 6.82778 5.69003 6.77643 6.11487 8.35114 5.84617 5.68586 6.09026 6.9688 threshold=0.29285714285714287 54.500000000000007 1.5000000000000002 4.5000000000000009 0.15476190476190479 39.505000000000003 0.2678571428571429 60.500000000000007 34.535500000000006 37.781500000000008 56.750000000000007 1350.0000000000002 2150.0000000000005 34.661500000000004 3.5000000000000004 0.21111111111111114 58.250000000000007 0.94444444444444453 -0.82291666666666652 1450.0000000000002 39.806000000000004 40.005000000000003 0.73214285714285732 2.5000000000000004 33.415000000000006 34.195000000000007 54.500000000000007 38.855000000000011 38.164500000000011 0.041666666666666581 decision_type=2 2 2 2 2 2 2 2 2 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 19 4 8 -1 18 22 12 13 11 -11 -4 14 -10 16 -6 -17 -2 20 -3 -22 27 26 -25 -26 -24 28 -8 -30 right_child=6 2 3 -5 15 -7 7 -9 9 10 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 21 -23 23 24 25 -27 -28 -29 29 -31 leaf_value=-0.0077207307967085987 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8.7436473965644819 16.349931269884109 2310.613518640399 1553.0927525758743 2.3510118201375034 18.396927155554295 50.640182793140411 3.8116946369409552 21.168090015649796 226.27763521671295 239.35050676763058 18.400084756314754 23.043661296367649 4.7362972050905219 leaf_count=5294 209 5130 264 4711 991 447 1744 18 30 42 285 272 87 1199 28 854 46 87 10156 9375 20 170 220 16 90 968 1044 106 119 22 internal_value=-4.73168e-05 -0.00316329 -0.00194742 -0.0054455 -0.000244872 -0.00917683 0.00407307 0.000281994 0.00586231 0.00900686 -0.00501837 0.00918463 -0.0108398 0.0155452 0.0593068 -0.00645752 -0.0133857 0.000725279 0.00561649 -0.000124997 -0.0035379 0.027815 -2.35019e-05 0.0033421 0.00935251 0.00838441 -0.00186553 -0.00446691 -0.00319045 0.0193749 internal_weight=7669.15 4366.82 3632.39 1244.2 700.164 734.429 3302.33 955.455 353.079 297.136 94.4765 50.6173 55.9425 202.66 9.89797 347.085 176.674 170.41 2346.88 2388.19 835.098 20.7479 951.209 541.248 251.257 247.446 289.991 409.961 391.561 27.78 internal_count=44044 29332 23591 8896 4185 5741 14712 4347 2207 1856 599 314 351 1257 58 1978 1037 941 10365 14695 5320 190 4329 2338 1074 1058 1264 1991 1885 141 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=31 num_cat=0 split_feature=3 12 8 14 9 0 12 3 3 13 13 12 1 1 3 0 8 12 10 9 13 10 14 13 13 15 12 3 3 10 split_gain=36.3528 15.3996 9.15133 8.61031 7.50958 8.95746 7.35542 7.8854 7.30603 6.54011 7.02087 6.04412 5.99308 5.60541 6.5438 8.5145 7.73817 7.19846 6.79513 5.54002 5.44333 5.40282 9.46914 5.38848 5.25619 5.131 5.21822 7.00721 4.9613 4.95975 threshold=6.6125000000000007 36.95300000000001 0.20833333333333334 1250.0000000000002 0.70714285714285718 1.5000000000000002 41.112500000000004 10.535714285714286 7.9500000000000011 52.500000000000007 51.500000000000007 33.968500000000006 0.10555555555555557 0.18333333333333338 7.4722222222222232 2.5000000000000004 -0.89583333333333315 36.88150000000001 0.95000000000000007 0.58571428571428574 54.500000000000007 0.95000000000000007 1550.0000000000002 56.250000000000007 58.250000000000007 1.0000000180025095e-35 36.705000000000005 8.9500000000000011 2.4722222222222228 0.43650793650793657 decision_type=2 2 2 2 2 2 2 2 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 6 -4 -1 11 7 -3 -8 10 -2 -6 20 14 17 25 -17 -11 19 -18 -7 22 -13 -23 -9 -16 -27 -28 -22 -30 right_child=1 2 3 -5 5 12 8 24 -10 13 -12 21 -14 -15 15 16 18 -19 -20 -21 28 23 -24 -25 -26 26 27 -29 29 -31 leaf_value=0.0018002504128943439 0.01160068645602042 -0.0099447788604004606 0.041665149093989919 -0.0016702543492303726 0.014293029252901254 -0.0044640002700231628 0.090325567962163081 -0.023680301955454907 0.0029648884478998155 0.005881207119075367 -0.018352085064225334 0.035894123794702609 0.0068987050329721231 -0.018233312898535206 -0.0036925021377403073 0.06001908766352302 -0.0136477427133368 0.069342848322317865 0.069856259815243849 0.047291426404331101 0.0363123902701857 0.0042057322805098985 -0.035194627606368489 -0.0089759436203894725 0.052700657529571232 0.00091469978862731855 0.10505940074948364 0.012958675438994371 0.052348874915500089 0.01393397298904149 leaf_weight=2933.9132177233696 23.906119726598263 479.74305749684572 14.224322378635405 59.031246446073055 77.942574933171272 26.527530908584595 2.5422628521919242 162.52503329887986 40.83254361897707 206.99151246994734 107.71140530705452 5.8168882876634624 442.84678100049496 49.084029965102673 936.89215628057718 3.8061474785208693 236.51803321391344 4.5670449286699286 2.5194520056247702 3.7893159687519065 36.514246806502342 291.09532833099365 24.059327334165573 105.67384488880634 2.2840277180075637 1201.8308918774128 2.713716819882392 8.6415567919611913 8.8727247118949872 158.49157904088497 leaf_count=13768 224 3908 96 429 321 108 15 2008 397 1298 1046 25 1853 328 6037 34 2049 30 11 16 155 1209 103 445 22 7319 20 89 36 645 internal_value=-4.60827e-05 -0.00375255 -0.010056 0.00674435 0.00315414 0.00652659 -0.011845 -0.0131862 0.00808523 -0.00203218 -0.0129117 0.00148996 0.0103014 -0.00149332 -0.0011783 -0.00192237 -0.0107216 0.00725119 -0.0118304 -0.0126868 0.0168415 -0.000848996 -0.0213537 0.00069498 -0.0226218 -0.000913026 0.00123345 0.0349692 0.0196137 0.0159705 internal_weight=7661.91 3550.15 761.182 73.2556 4111.75 1177.84 687.927 644.552 43.3748 2788.97 131.618 504.588 673.253 2657.35 2608.27 2396.71 246.633 211.559 242.827 240.307 230.406 426.645 29.8762 396.769 164.809 2150.08 1213.19 11.3553 203.879 167.364 internal_count=44044 25376 6875 525 18668 4900 6350 5938 412 18501 1270 2103 2797 17231 16903 15575 2110 1328 2076 2065 944 1782 128 1654 2030 13465 7428 109 836 681 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=31 num_cat=0 split_feature=3 13 11 3 13 8 8 13 8 8 1 12 12 3 9 9 12 12 3 10 12 11 14 12 3 0 10 3 15 3 split_gain=32.9531 9.57904 7.31906 10.2907 7.14237 6.63555 6.47338 6.46356 10.6084 5.83932 7.94836 6.04589 6.44529 5.90131 5.62336 6.00505 5.61784 5.61398 9.49105 5.94761 5.27055 5.24284 8.50577 4.91638 5.27056 8.88216 7.1024 6.23467 8.70219 8.54934 threshold=5.354166666666667 52.500000000000007 1.0000000180025095e-35 9.6333333333333346 50.500000000000007 0.77083333333333359 0.82291666666666685 57.250000000000007 -0.67708333333333315 0.41666666666666669 0.18333333333333338 38.164500000000011 37.805000000000007 6.9500000000000011 0.76388888888888895 0.73214285714285732 38.605000000000011 37.376500000000007 7.1055555555555561 0.31666666666666671 35.681500000000007 0.85357142857142865 2985.0000000000005 37.053000000000004 7.1833333333333345 2.5000000000000004 0.47222222222222227 5.6125000000000007 1.0000000180025095e-35 5.5277777777777786 decision_type=2 2 2 2 2 2 2 2 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 9 -2 7 -5 21 -9 -3 11 12 -11 -13 15 23 17 -6 -19 -20 -16 22 -1 24 27 -26 -27 28 29 -4 right_child=1 2 14 6 16 -7 -8 8 -10 10 -12 13 -14 -15 20 -17 -18 18 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.0036777623169904961 0.02393892152943896 -0.0051757366718946894 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1.9132845774292935 32.378285065293312 665.16744804382324 9.2264357805252057 649.01911537349224 2058.4978979676962 161.62853134423494 12.75424551963806 432.01848896592855 66.830150559544563 4.9580355137586585 leaf_count=8585 92 4103 99 1759 1433 42 16 49 2266 215 44 20 25 45 23 17 308 73 188 13 138 2771 45 4971 12653 1310 67 2329 321 24 internal_value=-4.47277e-05 -0.00279291 -0.00225413 -0.00650821 -0.0126749 0.00387186 -0.0177088 0.00374497 -0.00135622 -0.00369796 0.0114208 0.0187169 0.00985879 0.0526167 -0.00124571 -0.00145736 -0.014772 -0.0115165 0.00753623 -0.0148996 0.018019 0.00475173 0.00345154 -0.00138804 -0.000466591 -0.00152638 -0.0123612 0.0040418 -0.00771183 0.0168111 internal_weight=7653.89 4497.85 4265.3 817.331 232.551 3156.04 163.937 3146.4 518.614 653.394 58.1791 50.3342 39.9065 10.4276 3447.97 3410.5 219.953 188.643 32.0866 19.0913 37.4686 2627.79 1962.62 3406.78 2757.76 2232.88 174.383 524.883 92.8645 26.0344 internal_count=44044 30286 28179 6227 2107 13758 1775 13716 2315 4452 349 305 240 65 21952 21791 2015 1707 274 201 161 11401 8630 21774 16803 14030 1377 2773 444 123 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=31 num_cat=0 split_feature=9 12 8 4 2 0 0 13 12 1 8 3 4 11 12 0 1 13 13 15 8 11 9 13 12 13 8 12 12 3 split_gain=30.2106 13.741 12.7651 10.2773 8.3825 7.61528 7.61475 14.272 11.171 7.46519 9.07395 8.80282 7.33368 7.28677 8.68467 7.14423 7.12803 6.62852 6.55149 6.04405 7.86533 6.17808 5.82985 5.59042 6.89014 5.53112 5.78568 5.71083 7.36437 6.31114 threshold=0.21111111111111114 37.141500000000008 -0.32291666666666657 6.5000000000000009 0.23611111111111113 1.5000000000000002 5.5000000000000009 58.250000000000007 28.553500000000003 0.13392857142857145 -0.64583333333333315 7.1833333333333345 4.5000000000000009 0.38750000000000007 35.905000000000008 2.5000000000000004 0.13392857142857145 56.750000000000007 59.250000000000007 1.0000000180025095e-35 0.92708333333333348 0.29285714285714287 0.5277777777777779 53.500000000000007 40.314500000000002 57.250000000000007 -0.16666666666666666 34.642000000000003 34.705000000000005 4.5277777777777786 decision_type=2 2 2 2 2 2 2 2 2 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 16 -2 23 12 13 -9 10 -6 22 -1 -8 -15 -14 -4 -13 -7 20 -12 -21 25 -5 -25 27 -27 29 -29 -11 right_child=4 2 3 5 9 18 7 8 -10 11 19 17 15 14 -16 -17 -18 -19 -20 21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=0.0058861273010871731 0.020990136138289234 -0.039082485043795516 -0.0015026809234260845 -0.026681911921037579 -0.020378075089273379 -0.024148368271054061 -0.018122412647623414 -0.008707305949053187 0.085625910764621727 0.022309207563111694 0.0081516826189354779 -0.0070944446091177798 -0.0010840860982147733 -0.011063045777969058 0.057062680636906032 -0.012069674711430462 -0.039683000806935348 -0.046099535391637664 0.066747308897466093 -0.0067539158822402384 0.058795210633358602 0.0045851672618367591 0.0036471382218567164 -0.0098584233275834099 0.012547250501042481 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4.66215 4.75654 4.55305 threshold=7.354166666666667 1.0000000180025095e-35 11.535714285714286 1.0000000180025095e-35 39.255000000000003 1750.0000000000002 34.195000000000007 35.036500000000011 57.250000000000007 54.500000000000007 0.94444444444444453 -0.55208333333333315 6.5277777777777786 5.9500000000000011 2985.0000000000005 1550.0000000000002 1450.0000000000002 0.78888888888888908 40.714500000000008 1650.0000000000002 55.250000000000007 56.250000000000007 0.57291666666666685 0.072916666666666644 36.653000000000006 35.753000000000007 0.82291666666666685 2.5277777777777781 0.1770833333333334 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 29 17 4 -1 6 -5 20 9 -9 21 -10 13 15 -11 16 -12 -3 -4 -20 -7 22 23 -8 25 -24 -23 -25 -29 -2 right_child=1 2 18 5 -6 7 10 8 11 14 12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 26 24 27 -26 -27 -28 28 -30 -31 leaf_value=-0.0028504834445047069 -0.0033248950965918383 -0.0067451682186407628 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15.33612737059593 356.32161785662174 438.32607233524323 7.2969778627157229 6.6435953676700583 8.6266651898622495 6.4124871641397476 5.4273855686187735 32.264317154884338 81.888021513819695 1037.8968918249011 leaf_count=4300 5253 8616 2584 814 193 711 3625 799 54 3512 1133 928 87 119 22 603 29 70 183 178 1576 2097 34 27 41 29 24 149 375 5879 internal_value=-4.24893e-05 -0.00365924 -0.00831635 0.00244861 -0.00202555 0.00350361 0.00172254 0.00562886 0.00335183 0.00523666 0.00289213 -0.00543855 0.00805223 0.00692881 0.00730991 0.00876322 0.0128105 -0.00630355 -0.0170068 0.000895429 0.0106931 0.00112927 0.00320483 0.00395314 -0.0264914 -0.0062736 -0.0031211 0.0164116 0.0187813 -0.000586094 internal_weight=7639.01 3115.59 1238.59 4523.42 863.097 3660.33 1991.42 1668.9 1151.26 947.993 1814.53 203.269 462.052 444.636 779.259 419.94 277.172 1005.67 232.924 33.4354 517.643 1352.48 908.729 886.393 22.3361 13.7095 443.753 120.796 114.152 1877 internal_count=44044 22763 11631 21281 4493 16788 9186 7602 5315 4333 8372 982 1971 1884 3534 1765 1162 8686 2945 361 2287 6401 4280 4176 104 63 2121 551 524 11132 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=31 num_cat=0 split_feature=4 0 8 12 12 1 10 14 13 8 9 14 0 8 4 12 8 13 13 11 12 9 0 3 12 12 13 14 14 8 split_gain=25.1825 21.0507 9.26279 9.34619 10.2077 8.79988 9.23355 8.80702 8.34579 9.21074 8.61612 7.64436 7.5025 7.36768 7.20104 9.30578 7.71434 7.06596 7.01561 7.01244 10.5202 6.97345 6.68566 7.11722 6.90619 6.66641 6.55747 6.50515 8.34826 6.2457 threshold=4.5000000000000009 1.5000000000000002 -0.20833333333333337 34.295000000000009 35.077500000000008 0.13392857142857145 0.5634920634920636 2855.0000000000005 57.250000000000007 0.42708333333333343 0.5277777777777779 2985.0000000000005 8.5000000000000018 -0.083333333333333343 2.5000000000000004 34.905000000000008 0.30208333333333343 53.500000000000007 53.500000000000007 0.18333333333333338 34.441500000000005 0.15476190476190479 4.5000000000000009 11.683333333333335 39.468500000000006 34.605000000000011 57.750000000000007 2550.0000000000005 1950.0000000000002 0.20833333333333334 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 18 3 -1 12 7 -7 8 14 -10 -11 -9 -5 -8 15 16 17 -4 -2 -14 -21 29 23 24 -3 -22 -27 28 -6 -17 right_child=1 22 5 4 27 6 13 11 9 10 -12 -13 19 -15 -16 21 -18 -19 -20 20 25 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.022798138446764187 -0.0095471366213932263 -0.0058373104827405568 -0.041893794736248074 0.021375233195210518 -0.0024419482170096769 -0.004881224725931211 0.020103319206261159 0.044354893203067798 -0.0041755762962660216 0.011940394693014958 0.080032366792466336 0.0076353514520552147 -0.03242153543495057 0.0022158393741149533 0.0031124515525182482 0.064031046971083624 -0.031454926588471203 0.0050409121483527049 -0.00048767164716254498 0.078524194575434511 -0.049548135233161525 0.011210820372705288 -0.02581413298522673 -0.024664498168735529 -0.026036957799477914 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0.003576 0.00625666 0.00934842 -0.000162235 0.00289401 -0.00129168 -0.00313964 0.0081016 0.0119681 -0.0111517 -0.00947726 -0.00755976 -0.00160256 0.00867421 -0.00471659 -0.00552668 0.0434127 internal_weight=7631.85 3323.21 4308.64 640.931 586.065 3667.71 1351.84 2315.87 2258.91 407.001 41.2087 56.962 128.643 819.365 1851.91 933.742 201.655 183.712 2642.44 53.2593 38.485 732.087 680.768 610.991 542.497 33.8241 27.8538 457.422 449.132 17.2171 internal_count=44044 23493 20551 3495 3203 17056 6181 10875 10613 2039 217 262 669 3509 8574 4063 887 795 17273 281 187 3176 6220 5467 4549 164 136 2534 2488 98 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=31 num_cat=0 split_feature=9 13 12 0 4 12 11 0 1 13 13 14 12 12 14 13 14 12 12 8 13 14 12 2 11 3 12 3 14 13 split_gain=23.181 9.65413 7.92198 6.60014 12.1421 7.24276 6.22448 6.22575 6.22305 7.17273 6.0638 8.51327 6.65325 6.40565 5.48165 10.0422 5.19964 7.43703 5.92091 5.19466 5.18577 7.99361 6.9338 5.67568 7.56155 6.53106 5.14407 5.9763 4.91671 12.6591 threshold=0.29285714285714287 54.500000000000007 39.505000000000003 1.5000000000000002 6.5000000000000009 35.105000000000011 1.0000000180025095e-35 2.5000000000000004 0.2678571428571429 60.500000000000007 58.250000000000007 2760.0000000000005 13.808500000000002 34.253000000000007 1075.0000000000002 51.500000000000007 1450.0000000000002 39.806000000000004 40.005000000000003 -0.82291666666666652 57.250000000000007 1450.0000000000002 38.305000000000007 0.23611111111111113 0.21111111111111114 6.6833333333333345 34.441500000000005 8.9500000000000011 2985.0000000000005 58.250000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 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 16 10 6 -6 26 19 -10 13 -12 -13 -5 15 -1 17 -3 -19 -2 -15 22 23 24 -22 -26 27 -8 29 -21 right_child=8 3 -4 4 5 -7 7 -9 9 -11 11 12 -14 20 -16 -17 -18 18 -20 28 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.094433856714188302 -0.014438213221785554 -0.0038227817579945902 -0.028318737911137645 -0.017032696550135184 -0.022649522350318821 -0.01897824113011189 0.062828139433306798 -0.017165464161352856 -0.00058212687586362206 0.064149258487864708 0.076278923297913234 -0.015114603535551644 0.030366985919530118 0.00071477255657880899 -0.0073701553872821228 0.0039829402979974391 0.0018462157943040674 0.09918652355263774 0.016637469752630443 0.0046736837739498379 -0.00048187477622058263 -0.014883018495543188 0.070811860468618412 -0.030151176383842255 0.095861556516645158 0.016055983606076449 0.06747883289692938 -0.012613069294177097 -0.014269526475684977 0.040711802443167119 leaf_weight=3.4853650331497219 35.68859076499939 808.48411343991756 43.955133754760027 72.714191071689129 14.305400386452673 186.90849280357361 4.0226756334304863 8.6025799587368947 952.14412457495928 4.2988362759351721 5.3265077993273726 15.797630101442335 16.376209042966366 647.73072298616171 643.50542937219143 25.66449374333024 1549.1528970599174 2.4598041549325016 18.579807691276073 2257.8604268953204 57.538409613072872 150.2126087397337 3.7480024211108676 12.2194677144289 3.9792401194572431 7.206382043659687 7.1735714673995963 7.5563530996441841 33.37013740837574 24.633762434124947 leaf_count=25 209 5130 447 471 131 2014 27 77 4329 18 33 83 96 4176 5078 191 9375 20 170 9900 443 1047 29 72 21 54 62 60 149 107 internal_value=-4.00636e-05 -0.00245347 -0.00775335 -0.00139852 -0.00438614 -0.0147762 0.00407615 0.0180524 0.00310927 -0.000291185 -0.00199419 0.0177284 0.00803514 -0.00276836 -0.00640949 0.0147979 0.000135585 -0.00305905 0.0262885 0.00449233 -0.00159322 -0.00795733 0.00432637 0.00124783 0.00683073 0.0444465 0.0342082 0.013596 0.00478406 0.00506262 internal_weight=7624.7 4316.71 716.61 3600.1 1221.42 228.569 41.6606 27.3552 3308 956.443 992.849 37.5003 32.1738 955.349 672.655 29.1499 2378.68 829.524 21.0396 2351.55 882.635 234.904 84.6915 80.9435 68.724 11.1856 18.7526 11.579 2315.86 2282.49 internal_count=44044 29332 5741 23591 8896 2371 357 226 14712 4347 6525 212 179 6313 5294 216 14695 5320 190 10365 5842 1666 619 590 518 75 149 87 10156 10007 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=31 num_cat=0 split_feature=3 0 3 11 12 14 12 12 13 13 11 8 3 3 1 12 13 12 8 1 13 13 8 2 0 8 12 14 0 3 split_gain=21.4934 14.8735 7.66983 7.07108 5.10856 5.00368 9.58443 6.68583 6.43297 6.5348 5.7237 5.44821 5.27901 9.17114 4.92239 4.92236 5.06489 5.03937 7.403 8.27369 5.60162 4.72554 11.0508 5.61986 5.36357 7.16102 4.62827 5.74084 4.47868 7.72466 threshold=7.354166666666667 1.0000000180025095e-35 11.535714285714286 1.0000000180025095e-35 39.255000000000003 1750.0000000000002 34.195000000000007 35.036500000000011 57.250000000000007 54.500000000000007 0.94444444444444453 -0.55208333333333315 6.5277777777777786 5.9500000000000011 0.47222222222222227 13.685 60.500000000000007 33.536500000000011 0.041666666666666581 0.35416666666666669 52.500000000000007 57.250000000000007 -0.072916666666666616 0.29285714285714287 9.5000000000000018 -0.083333333333333412 40.714500000000008 1650.0000000000002 3.5000000000000004 8.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 28 4 -1 6 -5 15 9 -9 -8 -10 13 14 -12 16 -7 -17 20 -20 -19 24 23 -23 -22 -26 -4 -28 -3 -30 right_child=1 2 26 5 -6 7 10 8 11 -11 12 -13 -14 -15 -16 17 -18 18 19 -21 21 22 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.0027043975872601284 -0.00045185246903896217 -0.003403707020638354 -0.0187974149251105 -0.0097161390531017161 0.01694338833181535 -0.011245781123256138 0.00086199358295127994 -0.0041985732267987904 -0.042975122012447013 0.0066624819379801845 0.01032103845660641 -0.0033052066214821147 0.034086808196862176 -0.02349709221158968 -0.0044866960631748413 0.024235925173317314 0.039302808586444721 0.061943896850282065 -0.013280455702620278 0.036483901434542984 0.010931371210167948 0.1083243434004298 0.0080246152483107909 0.041835038861557997 -0.036153864572904801 0.028445867014770365 0.020229658440415403 -0.021607025823047812 -0.0055819131509372809 -0.023007068103995002 leaf_weight=827.08731433004141 1873.5645282492042 686.30498615652323 193.61452474072576 176.03123507648706 34.461931020021439 42.618888393044472 1353.3951533511281 168.34843111038208 9.0605053156614286 780.93986237049103 353.76149451732635 193.42447880655527 17.694896534085274 24.501702710986137 66.705202430486679 65.816371567547321 5.6075749993324271 5.5914267599582663 56.637831121683121 9.7969680279493314 265.57902884483337 4.2279666960239437 30.372822180390358 12.797985345125197 13.713925987482073 6.2428338676691046 18.242583364248276 14.894671522080897 218.18890139088035 89.768486361950636 leaf_count=4300 11132 5911 2584 814 193 192 6401 799 54 3534 1478 928 87 119 287 291 24 29 250 41 1156 22 135 57 63 27 183 178 1775 1000 internal_value=-3.90995e-05 -0.00325021 -0.00754409 0.00215721 -0.00191849 0.00311586 0.00142344 0.00513376 0.00301057 0.00473636 0.0025032 -0.0050803 0.00730411 0.00623905 0.00797186 0.00984556 -0.0053682 0.0114041 0.00931856 -0.00594183 0.0123134 0.0114799 0.0261004 0.058346 0.00905286 -0.0159459 -0.0158422 0.00142473 -0.00565163 -0.0106613 internal_weight=7618.99 3094.58 1221.01 4524.42 861.549 3662.87 1992.09 1670.78 1151.77 949.288 1816.06 202.485 462.663 444.968 420.467 519.004 48.2265 470.777 404.961 66.4348 338.526 332.935 47.3988 17.026 285.536 19.9568 226.752 33.1373 994.262 307.957 internal_count=44044 22763 11631 21281 4493 16788 9186 7602 5315 4333 8372 982 1971 1884 1765 2287 216 2071 1780 291 1489 1460 214 79 1246 90 2945 361 8686 2775 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=31 num_cat=0 split_feature=4 0 8 12 12 1 12 13 3 14 13 8 9 12 8 0 11 12 8 0 4 12 8 13 9 3 12 12 13 14 split_gain=19.6852 17.4134 7.9667 8.38763 8.85083 7.77924 8.32329 8.02214 11.4217 7.71334 7.04781 8.33641 7.62854 6.60768 9.89451 6.57764 6.27408 9.17997 6.20864 6.15234 6.12614 8.25168 6.83579 6.44914 6.29738 6.10067 6.29144 6.06913 5.86676 5.76018 threshold=4.5000000000000009 1.5000000000000002 -0.20833333333333337 34.295000000000009 35.077500000000008 0.13392857142857145 38.495000000000012 53.500000000000007 5.4722222222222232 2855.0000000000005 57.250000000000007 0.42708333333333343 0.5277777777777779 22.341500000000003 0.32291666666666674 8.5000000000000018 0.18333333333333338 34.441500000000005 -0.072916666666666616 4.5000000000000009 2.5000000000000004 34.905000000000008 0.30208333333333343 53.500000000000007 0.15476190476190479 11.683333333333335 39.468500000000006 34.605000000000011 53.500000000000007 2550.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 28 3 -1 15 9 7 -7 18 10 20 -12 -13 14 -11 -5 -17 -18 -9 25 21 22 23 -4 -23 26 -3 -19 -2 -6 right_child=1 19 5 4 29 6 -8 8 -10 13 11 12 -14 -15 -16 16 17 27 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.021783991662206747 -0.0087208997913707509 -0.0051477623145932171 -0.040493308285596434 0.019749819724816254 -0.0052664821038030671 0.013972464519506986 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175.26493871212006 716.1201513633132 65.327008035033941 44.763144474476576 28.014247000217438 2404.2757579237223 8.4412459731101972 leaf_count=292 2091 4108 37 388 2488 509 483 440 828 171 1822 195 22 70 21 94 23 28 3921 753 4511 98 92 758 3078 918 441 136 15182 46 internal_value=-3.79322e-05 -0.00294163 0.0021884 -0.00296204 -0.00121966 0.00308583 7.16428e-05 0.00114536 -9.77489e-05 0.00484414 0.00438517 -0.00157999 0.0196925 0.0229725 0.0133962 0.0103257 -0.00316716 0.00733828 0.00181736 -0.0101505 0.00569192 0.00854168 -0.000426269 0.00243175 0.0110021 -0.00854396 -0.0067844 -0.00183931 -0.00111374 -0.00449455 internal_weight=7612.7 3303.75 4308.94 639.398 585.223 3669.54 1351.95 1257.74 1146.62 2317.59 2260.36 406.185 41.3653 57.2278 43.4302 129.32 53.1802 38.6994 999.426 668.264 1854.18 934.943 201.282 183.617 733.661 600.886 535.559 33.8865 2635.49 455.903 internal_count=44044 23493 20551 3495 3203 17056 6181 5698 5189 10875 10613 2039 217 262 192 669 281 187 4361 6220 8574 4063 887 795 3176 5467 4549 164 17273 2534 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=31 num_cat=0 split_feature=3 13 12 12 4 8 2 3 3 10 0 14 12 11 2 14 12 8 3 0 1 14 1 12 12 1 3 12 8 0 split_gain=18.0631 10.4812 7.38761 8.19576 8.11152 6.61075 4.94989 4.76592 7.11642 4.71796 5.1597 6.735 5.72583 5.69736 5.0438 8.53473 5.24064 5.02483 6.36613 7.92142 6.26738 6.24127 4.74383 4.71552 9.10245 4.70131 4.91244 6.25796 5.60601 7.17048 threshold=6.6125000000000007 52.500000000000007 36.95300000000001 41.112500000000004 7.5000000000000009 0.12500000000000003 0.43650793650793657 7.154761904761906 7.354166666666667 0.85357142857142865 1.5000000000000002 1175.0000000000002 33.968500000000006 0.94444444444444453 0.88194444444444453 1550.0000000000002 37.081500000000005 0.052083333333333377 4.0500000000000007 2.5000000000000004 0.29285714285714287 2350.0000000000005 0.47222222222222227 36.405000000000008 34.995000000000012 0.18333333333333338 7.4722222222222232 36.88150000000001 -0.89583333333333315 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 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 25 5 -5 -4 7 -7 -9 14 12 13 -11 -12 -1 16 -16 18 19 22 -20 23 -13 24 -19 26 27 -3 -28 -30 right_child=1 2 3 4 -6 6 -8 8 -10 10 11 17 -14 -15 15 -17 -18 21 20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=0.0015486602948278645 -0.014403076480853431 0.0054340458682252714 -0.0099372001881908832 0.066964866931377404 0.0054267706754962813 -0.020411402431827586 0.068685158466071469 0.053905198701875004 0.0029102493343421379 0.014897207285049886 0.014056544438528685 0.014395760321889516 -0.00080994713560030701 0.072874589763208597 0.064340618071459021 -0.021518115756923153 -0.0078996314358539439 -0.025031508129302795 0.0032063590478676844 0.020673594318855765 -0.03843008741112372 0.029584687558980235 -0.0016774935888960675 -0.023406707670823972 0.022429689058052111 -0.016418335122985041 0.059271455840303813 0.063489813677433046 -0.00059610381787787519 -0.011945922383342744 leaf_weight=3093.9448340237141 180.91271507740021 207.21759338676929 561.27606244757771 6.4234966188669196 32.190435834228992 16.591843619942665 3.0003978461027137 7.9547917246818534 48.881204206496477 67.933635368943214 9.3265703618526477 82.88383774459362 397.62083445489407 7.3709137290716162 5.1289513260126096 50.051642000675201 4.9176311045885086 17.571562275290489 38.968772560358047 159.9216668009758 11.767371237277983 12.345739156007765 102.89161702990532 31.576237961649895 23.76593853533268 47.585760094225407 3.8251209035515776 4.7481113821268073 2218.8588536530733 148.47015706449747 leaf_count=14393 1876 1298 5347 44 320 95 14 47 402 279 40 345 1654 31 21 211 21 72 170 655 56 52 440 130 98 328 34 30 14177 1364 internal_value=-3.68915e-05 -0.00268447 -0.00204339 -0.00670423 0.0156637 -0.00805864 0.00573716 0.00316499 0.0100475 0.0022056 0.00526695 0.0088025 0.00148204 0.0400211 0.00126999 -0.0130763 0.0289802 0.00772033 0.0100886 0.012516 -0.00645049 -0.00329149 0.0054936 -0.00885808 0.00225509 -0.000845155 -0.000558269 0.00673452 -0.0012102 -0.00130792 internal_weight=7605.92 3487.94 3307.02 676.318 38.6139 637.704 76.4282 73.4278 56.836 4117.99 963.945 498.39 465.554 16.6975 3154.04 60.0982 10.0466 481.693 396.433 345.697 50.7361 85.2595 185.775 72.9137 41.3375 2630.71 2583.12 211.966 2371.15 2367.33 internal_count=44044 25376 23500 6269 364 5905 558 544 449 18668 4022 2089 1933 71 14646 253 42 2018 1666 1440 226 352 785 300 170 17231 16903 1328 15575 15541 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=31 num_cat=0 split_feature=9 12 8 2 3 12 0 13 12 12 11 12 12 1 4 1 11 8 13 0 12 12 12 12 3 2 4 14 14 0 split_gain=16.6389 10.1897 11.9294 8.10316 7.33894 6.63645 6.45785 11.1853 8.90269 6.26219 9.93973 6.05991 13.1862 5.93624 5.75368 7.19575 6.54053 5.27848 5.21008 7.80206 6.62059 6.38601 5.48532 5.14688 5.03798 8.01461 5.0255 5.00966 6.12134 4.8602 threshold=0.21111111111111114 37.141500000000008 -0.32291666666666657 0.23611111111111113 10.763888888888891 37.553500000000007 5.5000000000000009 58.250000000000007 28.553500000000003 35.853500000000004 0.41428571428571431 34.776500000000006 35.335000000000008 0.13392857142857145 2.5000000000000004 0.18333333333333338 0.18333333333333338 0.1770833333333334 57.250000000000007 6.5000000000000009 34.153000000000006 38.465000000000011 34.095000000000006 14.216500000000002 9.0500000000000025 0.15476190476190479 4.5000000000000009 1750.0000000000002 2985.0000000000005 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 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 11 13 -6 14 9 -9 -8 24 -2 -13 -4 15 17 26 -1 23 20 22 -21 27 -5 25 -11 -16 -20 -29 -28 right_child=3 2 4 18 5 -7 7 8 -10 10 -12 12 -14 -15 16 -17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=0.06277139606143374 -0.049061445375056974 -0.03747836825710478 -0.0029018226166043432 -0.042434969660320093 -0.043599058001536836 -0.011776944202789175 -0.020281690015956678 -0.0092879459897323435 0.073748610162743727 0.014834518460630478 0.055835401737387352 0.10145264687944036 0.016441130208795358 -0.038212579274748831 0.0056126922185390253 -0.0021167172716477756 -0.033774660422051558 0.0063516848450337754 -0.01863484333695779 0.0023865323358979694 -0.010785753969339023 0.03275738098738961 0.05864146925529852 0.0031630794220087982 -0.047943269356504135 -0.025218844259925207 -0.00061101301024452722 0.025880220365826635 -0.0048625366040088878 -0.0098468672585688456 leaf_weight=11.301508143544199 3.0533937141299239 31.046167608350515 648.92531475052238 6.202187553048133 18.434922553598881 147.26190249994397 112.31651988252997 6.0565744042396528 6.9114639163017273 29.440711904317141 6.9272721558809272 4.9457754194736472 58.700094617903233 12.124870330095289 307.95376013964415 19.034695841372013 14.784313827753065 6.5472488924860945 22.001439489424229 246.18771450221539 266.54191315919161 18.617236696183681 4.4949606209993354 2821.5991272479296 6.8078896813094607 21.69161768257618 2523.823937676847 29.392354294657707 36.05375662446022 150.96283854171634 leaf_count=61 18 304 4688 29 255 1909 848 33 38 216 41 26 338 79 1657 115 85 35 101 1154 1257 88 20 12570 82 132 16190 123 158 1394 internal_value=-3.56414e-05 -0.00220735 -0.00705064 0.0024846 -0.00590801 -0.0153174 -0.000918945 -0.00985746 0.0349673 -0.0131382 -0.000769325 0.0197462 0.0230472 -0.00354949 -0.000358811 0.019269 -0.000600324 0.0420756 0.00215099 -0.00198704 -0.00679497 0.00452177 0.00477435 0.00306307 -0.00753693 -0.00215712 -0.000435891 0.00200548 0.00894427 -0.00113228 internal_weight=7600.14 4082.35 857.793 3517.79 826.747 165.697 3224.56 190.152 12.968 177.184 64.8675 66.6993 63.6459 661.05 3034.41 36.8835 2997.52 17.8488 3451.09 623.289 358.484 264.805 91.9425 2827.8 57.9402 51.1323 2982.74 87.4476 65.4461 2674.79 internal_count=44044 28162 7235 15882 6931 2164 20927 1390 71 1319 471 382 364 4767 19537 211 19326 96 15500 2901 1659 1242 402 12599 430 348 19241 382 281 17584 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=31 num_cat=0 split_feature=3 8 11 3 2 8 13 1 1 14 13 14 14 12 8 12 10 13 9 13 1 11 14 14 3 12 13 0 14 3 split_gain=15.5134 7.19261 6.82591 8.88682 7.70567 5.37561 5.0362 6.45324 6.25001 5.83371 5.80179 5.20276 4.73675 6.80604 4.8729 9.46465 4.62354 5.49294 6.2514 4.79868 4.62303 5.7391 6.04872 4.57706 5.929 4.48654 7.53123 4.3153 5.88476 7.83216 threshold=4.5277777777777786 0.42708333333333343 1.0000000180025095e-35 9.6333333333333346 0.5634920634920636 -0.67708333333333315 53.500000000000007 0.38750000000000007 0.31666666666666671 1450.0000000000002 51.500000000000007 1175.0000000000002 1750.0000000000002 39.405000000000008 0.1770833333333334 35.195000000000007 0.76388888888888895 55.750000000000007 0.64583333333333337 57.750000000000007 0.10555555555555557 0.31666666666666671 1650.0000000000002 1850.0000000000002 4.7638888888888902 40.714500000000008 57.750000000000007 3.5000000000000004 1250.0000000000002 11.633333333333335 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 20 8 12 10 -10 11 -7 14 16 25 -16 -14 -18 19 -19 -4 22 -22 -3 -25 -8 -27 28 29 -5 right_child=1 23 5 27 -6 6 7 -9 9 -11 -12 -13 13 -15 15 -17 17 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.0032702560370363957 -0.0041266039594311955 0.010364142003265979 -0.030049303548420028 0.028123490604003966 0.043597370355383608 0.067888666259338051 -0.0014186778677216911 -0.020110858043032094 0.060467446260000106 -0.002562875024627122 -0.0099201805872449443 0.0049783766783603918 0.0023309224286741474 -0.014257796490516722 -0.042593820672822857 -0.0036419668228823811 -0.017966482888126922 0.076535290989169683 -0.0049699515220846518 0.019471478263174878 0.0004542548258368231 -0.011873875988003348 0.090663169737083674 -0.059867603490887503 -0.00098175241028674231 0.0092499574611018161 0.090754289524173776 -0.035252033336264803 -0.018605686651807594 -0.02205213189268538 leaf_weight=2419.4698291420937 782.70988063514233 192.80358131602407 28.389430738985538 17.652308620512489 8.5505850315093976 3.6798245906829825 1829.1621964760125 40.395922303199768 6.5802944973111144 8.3032025322318059 313.73996822163463 30.74521217122674 1462.1349296607077 61.470419131219387 20.941817000508308 61.082305919378996 6.4275802224874523 8.7644157260656375 6.8704899400472632 6.3559232056140891 4.9803211092948905 46.462139196693897 2.9642771929502487 4.6686659008264533 50.648655794560909 21.354461781680588 3.2680486217141143 25.697452694177628 105.06191005557775 13.902911912649868 leaf_count=10283 5186 1049 210 170 41 24 11514 218 36 44 2632 267 8688 534 116 320 28 39 29 28 40 266 22 20 277 194 27 344 1204 194 internal_value=-3.48061e-05 -0.00157979 -0.00199805 -0.00579706 -0.00361089 -0.00108648 -0.000818235 -0.00024123 -0.00642576 0.0253041 -0.00778216 0.0117031 -1.11005e-05 0.00204675 -0.00166097 -0.0135869 0.00271915 0.0226937 0.0345781 0.0525482 -0.0136933 -0.00515878 0.0341129 0.00672663 -0.00595159 -0.00113329 0.0200677 -0.0164543 -0.0129185 0.00601662 internal_weight=7595.24 5175.77 4927.65 953.575 791.26 3974.07 3891.28 3528.23 363.049 14.8835 348.165 34.425 3487.83 1552.02 1935.81 82.0241 1490.55 28.4184 21.9908 15.1203 82.7962 54.4067 7.9446 248.121 55.3173 1853.78 24.6225 162.315 136.617 31.5552 internal_count=44044 33761 32415 7139 5227 25276 24738 21735 3003 80 2923 291 21517 9346 12171 436 8812 124 96 67 538 328 62 1346 297 11735 221 1912 1568 364 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=31 num_cat=0 split_feature=4 0 8 12 12 1 12 13 3 14 0 13 8 9 14 12 11 12 12 8 0 4 14 13 4 12 12 2 8 13 split_gain=14.3098 14.2863 6.5557 7.62143 7.86156 7.05484 7.4864 6.95724 9.58473 6.72641 5.83911 5.80984 7.181 6.78723 5.7783 5.6748 5.61671 8.06081 5.53841 5.46463 5.46026 5.43441 6.6637 5.27251 5.16493 7.3681 9.43316 8.03938 6.67644 6.54412 threshold=4.5000000000000009 1.5000000000000002 -0.20833333333333337 34.295000000000009 35.077500000000008 0.13392857142857145 38.495000000000012 53.500000000000007 5.4722222222222232 2855.0000000000005 8.5000000000000018 57.250000000000007 0.42708333333333343 0.5277777777777779 2985.0000000000005 37.905000000000008 0.18333333333333338 34.441500000000005 34.605000000000011 -0.072916666666666616 4.5000000000000009 7.5000000000000009 1350.0000000000002 57.750000000000007 2.5000000000000004 35.077500000000008 35.105000000000011 0.15476190476190479 0.30208333333333343 53.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 10 9 7 15 19 11 -5 24 -13 -14 -11 -7 -12 -18 -19 -9 21 -3 -23 -20 25 28 -27 -28 29 -4 right_child=1 20 5 4 -6 6 -8 8 -10 14 16 12 13 -15 -16 -17 17 18 23 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.020877443960994214 -0.00087274156305782607 -0.0043056538230448835 -0.036596742103221752 0.018513432710420243 -0.0042651046006082988 0.0092213268468389602 -0.013829811993542171 0.012377804072031838 -0.012324718524861495 0.038155023631811169 -0.030048381838337742 -0.0037586651049651403 0.010343357838719864 0.070286063224348203 0.0063790747821187797 0.048954935762306605 0.066435768707759385 -0.046590297835770123 -0.0087738848049044027 0.00015790967083738198 -0.022912090651940799 0.00043245488804025079 -0.020389898378495482 0.036542858317160705 0.0024428439657213554 0.056401431022171003 0.049220354328193799 0.0088264073737981414 -0.025690672312762387 0.0047691049242647695 leaf_weight=53.528080448508263 2626.1985912248492 400.5228613987565 10.03374310582876 76.682992532849312 454.07614232227206 101.96774324029684 93.723170734941959 101.85309904813766 145.6941452473402 26.876109749078751 14.143972478806971 363.64864336699247 36.25845006108284 5.4295154213905326 30.591381564736366 9.8546350896358472 4.938132941722869 5.76431019604206 18.197060197591782 899.04893080890179 64.7041348926723 53.358284294605255 137.2767186909914 9.9163725450634974 920.50884636491537 10.919372588396071 12.546119183301924 676.58583085238934 22.723658591508865 202.96754469722509 leaf_count=292 17273 3259 45 388 2534 464 483 440 828 122 94 1822 195 22 140 45 23 28 88 3921 753 615 1593 48 4511 46 71 2907 116 878 internal_value=-3.39182e-05 -0.00252128 0.00186087 -0.00282046 -0.0011646 0.00267345 -0.000197033 0.000818295 -0.000342713 0.00434709 0.00969497 0.00391784 -0.00150537 0.0181504 0.0212399 0.012723 -0.00307369 0.00675552 -0.00194367 0.00140142 -0.00912235 -0.00761302 -0.0145618 0.00721056 0.00510205 0.00771787 0.0102924 0.00956181 7.20549e-05 0.00282051 internal_weight=7590.54 3282.06 4308.48 637.247 583.719 3671.23 1352.14 1258.42 1146.6 2319.09 129.643 2261.62 405.337 41.688 57.4675 111.822 52.9598 38.8159 33.8777 1000.9 655.862 591.158 190.635 28.1134 1856.29 935.776 700.051 689.132 235.725 213.001 internal_count=44044 23493 20551 3495 3203 17056 6181 5698 5189 10875 669 10613 2039 217 262 509 281 187 164 4361 6220 5467 2208 136 8574 4063 3024 2978 1039 923 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=31 num_cat=0 split_feature=3 0 3 11 12 14 2 8 9 12 14 14 12 12 14 13 11 3 3 14 14 13 13 8 12 12 12 12 3 8 split_gain=13.107 10.3811 6.48186 5.4041 4.93931 9.23565 5.7152 4.45163 4.46261 4.40797 5.06927 4.33414 8.16482 5.54131 5.31462 4.64253 4.59114 4.82004 7.97133 4.60533 4.50425 4.44799 6.25436 4.70861 4.10516 4.66862 5.74783 4.57608 4.46854 5.06983 threshold=7.354166666666667 1.0000000180025095e-35 11.683333333333335 1.0000000180025095e-35 38.205000000000005 1350.0000000000002 0.13392857142857145 0.44791666666666674 0.61250000000000016 40.714500000000008 1650.0000000000002 1750.0000000000002 34.195000000000007 35.036500000000011 2870.0000000000005 55.250000000000007 0.94444444444444453 6.5277777777777786 5.9500000000000011 1550.0000000000002 1450.0000000000002 57.250000000000007 54.500000000000007 -0.55208333333333315 38.653000000000006 35.38150000000001 35.481500000000004 35.635500000000008 5.5857142857142863 -0.47916666666666663 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 -1 6 -6 8 -7 -4 -11 12 -5 15 21 -13 -14 18 19 20 24 22 -15 -23 25 -18 -27 -28 29 -29 right_child=1 2 9 11 5 7 -8 -9 -10 10 -12 13 16 14 -16 -17 17 -19 -20 -21 -22 23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.0034939585605969349 -0.00023456160011869562 -0.0044903483351704018 -0.017183379935144707 -0.0093726141878600205 0.084339544029407132 -0.0016084307057911578 0.0090719125146182782 0.044168255893494657 0.039850494275336809 0.020326804504475094 -0.019585069485724707 0.015683911894258575 0.00046158374036644193 -0.0046040201321880803 -0.04146191400337168 0.0054919691457043117 0.00051453444167734452 0.031650508193368503 -0.022665306129181551 -0.00047987998638078608 0.050287835053068969 -0.040623737367094175 0.0060382287221079183 -0.0024500349710093335 -0.027269379327372851 0.054433375787611475 -0.022586711417857643 -0.035081062205928847 -0.024761127141504653 0.018078359790809944 leaf_weight=729.30207222700119 1868.3546376526356 979.40360315516591 179.90409529209137 175.14043201506138 5.9511242732405645 106.91358111053705 4.3770173490047455 6.2747453600168219 6.9102480709552756 18.188783764839172 14.141026072204111 162.37767509371042 1353.6829345524311 167.8406765460968 6.8478141501545897 358.23705703020096 80.222446858882904 17.925320699810982 24.255895689129829 142.94110687077045 6.95772561430931 8.4341652244329435 777.97248054295778 191.29381349682808 7.3666218370199195 8.787815719842909 8.5933003723621351 4.6192747056484214 6.8323302119970313 154.41951029002666 leaf_count=3793 11132 8758 2516 814 34 582 23 31 30 181 176 711 6401 797 35 1576 335 87 119 603 29 52 3511 920 32 36 36 21 31 642 internal_value=-3.29169e-05 -0.00256037 -0.00620697 0.00167645 -0.00189126 0.00707049 0.0524415 0.00316872 0.000908542 -0.0141287 0.00286939 0.00251341 0.000937501 0.00438956 0.00245543 0.0086708 0.00193151 0.00622989 0.0052059 0.00681269 0.0105651 0.00271796 0.00414969 -0.00406204 0.00954462 0.0105739 0.0149776 0.0129902 0.0148334 0.0165343 internal_weight=7584.47 3059.99 1191.64 4524.48 859.729 130.427 10.3281 120.099 113.824 212.234 32.3298 3664.75 1991.74 1673 1152.39 520.615 1816.6 462.921 444.996 420.74 277.799 1145.54 945.813 199.728 270.841 263.475 183.252 174.464 165.871 159.039 internal_count=44044 22763 11631 21281 4493 700 57 643 612 2873 357 16788 9186 7602 5315 2287 8372 1971 1884 1765 1162 5280 4308 972 1133 1101 766 730 694 663 is_linear=0 shrinkage=0.05 Tree=56 num_leaves=31 num_cat=0 split_feature=4 0 8 12 12 1 10 13 14 12 8 8 0 14 14 4 14 3 12 13 3 12 13 12 12 14 11 0 0 14 split_gain=11.9839 12.6063 5.66223 6.89462 6.96156 6.48262 6.78326 6.23657 6.02161 5.64073 8.78736 5.58131 5.20938 5.2004 7.64084 6.14297 5.16503 6.84841 5.12483 9.14135 6.47623 6.24772 7.53349 5.1379 6.6985 5.60027 9.71289 6.82178 7.81969 6.10091 threshold=4.5000000000000009 1.5000000000000002 -0.20833333333333337 34.295000000000009 35.077500000000008 0.13392857142857145 0.5634920634920636 50.500000000000007 2855.0000000000005 22.341500000000003 0.32291666666666674 -0.083333333333333343 8.5000000000000018 2550.0000000000005 1950.0000000000002 1.5000000000000002 1350.0000000000002 9.6333333333333346 36.005000000000003 57.250000000000007 4.3166666666666673 35.405000000000008 54.500000000000007 34.642000000000003 34.705000000000005 1950.0000000000002 0.58571428571428574 8.5000000000000018 4.5000000000000009 1250.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 12 8 7 -7 -4 10 -10 -8 -5 14 -6 -15 -3 -18 19 21 -21 23 -23 -9 -25 29 27 28 -27 -26 right_child=1 16 5 4 13 6 11 18 9 -11 -12 -13 -14 15 -16 -17 17 -19 -20 20 -22 22 -24 24 25 26 -28 -29 -30 -31 leaf_value=-0.019929290197166022 -0.00076896862602100367 -0.00052453666520169595 0.0036520965015592907 0.017386527919267824 -0.0018023081454925335 0.05997525114630009 0.016870661329222828 0.0092018345779730851 0.018712897763289472 0.047529558817522952 -0.055299018911945108 0.0013626257592618859 -0.0029916437314819419 0.072081685586152064 -0.019309899149976412 -0.013480109303669685 -0.0071382663911987903 -0.019899783620169146 -0.010361507412637749 0.0032259860257358736 -0.032067776831533654 -0.017948389085550132 0.027916355430698467 -0.04980712787141834 0.013613871238744022 0.037823757268970519 -0.031053512059834244 0.079026314487546684 -0.039706229000009578 -0.023721009931738479 leaf_weight=52.955480635166168 2622.2507310844958 153.13101662695408 2262.3736315220594 77.226611666381359 369.29617612808943 3.7007829695940009 62.822676107287407 72.642415031790733 39.128464326262474 14.078125178813933 4.4684632271528235 758.59429581463337 52.805444203317165 4.7973448485136014 74.971898157149553 3.7279081493616104 344.77107147499919 151.24960560724139 249.33576901257038 20.933586046099663 34.285735368728638 11.234255261719225 44.094593666493893 8.8874108269810659 15.012897521257399 10.844878293573862 8.7339383512735349 5.5856885761022559 4.6454235985875121 40.35536053776741 leaf_count=292 17273 1512 10613 388 2071 17 263 354 171 70 21 3246 281 24 417 22 2839 1869 1286 95 185 57 213 43 79 53 40 26 23 201 internal_value=-3.18198e-05 -0.00231328 0.00170085 -0.00265559 -0.00108611 0.00245519 -0.000297232 -0.00470554 0.00405881 0.0200127 0.0111271 0.00254869 0.00911104 -0.0040145 -0.00475678 0.0346674 -0.00855151 -0.0110296 -0.0051601 -0.000482488 -0.0186879 0.00404511 0.0186037 -0.000786768 -0.00850049 -0.0041906 0.0132821 0.0316549 0.0145731 -0.0135978 internal_weight=7578.94 3271.4 4307.54 635.781 582.825 3671.76 1351.71 530.293 2320.05 57.6751 43.5969 821.417 130.032 452.793 444.268 8.52525 649.152 496.021 526.592 277.256 55.2193 222.037 55.3288 166.708 94.0656 85.1782 29.8099 21.076 15.4903 55.3683 internal_count=44044 23493 20551 3495 3203 17056 6181 2672 10875 262 192 3509 669 2534 2488 46 6220 4708 2655 1369 280 1089 270 819 465 422 142 102 76 280 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=31 num_cat=0 split_feature=9 13 12 8 14 13 1 13 14 13 2 10 13 0 3 8 8 12 8 2 3 10 3 12 12 13 14 12 12 12 split_gain=11.0264 6.96083 7.03046 5.92629 4.89722 7.819 4.64965 6.27883 4.53254 8.21045 5.35731 5.354 5.1238 9.03677 8.20983 7.05915 9.05785 7.16283 5.54043 4.68712 4.45426 4.18215 4.11394 5.60065 4.40987 4.10831 8.0144 5.91774 7.14762 8.3688 threshold=0.29285714285714287 54.500000000000007 39.505000000000003 -0.64583333333333315 1075.0000000000002 51.500000000000007 0.2678571428571429 60.500000000000007 2985.0000000000005 58.750000000000007 0.35416666666666669 0.43650793650793657 57.250000000000007 8.5000000000000018 3.683333333333334 0.42708333333333343 0.041666666666666581 36.981500000000004 -0.30208333333333326 0.18333333333333338 7.354166666666667 0.76388888888888895 4.0500000000000007 38.405000000000008 36.361000000000011 56.750000000000007 2150.0000000000005 37.081500000000005 35.835000000000008 36.184500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 -1 8 -8 9 12 -10 -11 19 15 -15 16 18 -17 -14 -2 22 25 24 -24 -16 26 -5 28 -27 -30 right_child=6 3 -4 21 -6 -7 7 -9 10 11 -12 -13 13 14 20 17 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 29 -31 leaf_value=0.082739843537068938 0.049985914069662268 -0.022132722748562039 -0.026232360091782193 0.0012127662263199668 -0.0059419601863725871 0.0051106742188743153 -0.0010788687524728956 0.059230236683767749 0.024396334022606336 -0.011917080005303131 -0.024661170226991571 0.045980195362455449 -0.03313968890940152 0.031100880366492889 0.00060526492911990699 0.049195761146128281 -0.035596271323384207 -0.024463520897604164 -0.0035635210225980077 0.0042437627115704162 -0.049936247227296178 0.037869254714450823 0.0029176215955301829 0.038970425227131414 -0.053855648113730829 -0.0028621798348816671 -0.0167582897528387 -0.0087406744072748895 0.026973071257887834 0.0019052691115122107 leaf_weight=3.7219871953129795 5.6169488728046408 32.314453937113285 41.50946507230401 2074.2154009565711 628.16958881542087 25.242519531399012 952.24341118335724 4.3353655338287345 6.9840750545263282 5.1252126693725613 27.391818553209305 18.075802743434906 17.582694046199322 28.679901227355003 9.382610619068144 9.9403304457664472 31.526730760931969 4.9409258961677542 159.23979017883539 1892.1097029596567 4.0375248417258254 7.0425978749990454 115.41941714286804 11.880943506956099 6.1556618213653556 884.69392945244908 63.951640296727419 323.47774625942111 44.197681546211243 134.96166040375829 leaf_count=25 27 281 447 13456 5078 191 4329 18 34 24 122 76 93 118 41 43 143 23 715 8241 28 33 554 56 27 5446 434 2618 319 1004 internal_value=-3.09762e-05 -0.00171208 -0.00627571 -0.000817697 -0.0050151 0.0150862 0.00213396 -0.000805538 0.00332842 0.0035955 -0.0146943 0.0331904 0.00329651 -0.00185552 0.00663189 -0.0085303 -0.0109066 0.0247392 -0.00650449 0.00437915 0.00185393 -0.000622715 0.00331785 0.00628243 -0.02097 -0.000699607 0.00067526 -0.00281856 -0.00101787 0.00808937 internal_weight=7574.17 4263.5 698.644 3564.86 657.134 28.9645 3310.67 956.579 2354.09 2319.71 34.3759 23.201 2296.51 398.787 175.556 223.23 208.349 14.8813 176.822 1897.73 146.876 3532.54 142.839 127.3 15.5383 3525.5 2138.17 1387.33 1063.85 179.159 internal_count=44044 29332 5741 23591 5294 216 14712 4347 10365 10209 156 100 10109 1841 824 1017 951 66 808 8268 706 23310 678 610 68 23277 13890 9387 6769 1323 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=31 num_cat=0 split_feature=3 13 13 1 10 3 12 13 0 4 10 12 13 12 12 10 3 3 4 12 4 11 4 0 3 8 0 14 3 3 split_gain=10.265 8.85953 5.90273 5.01774 6.76483 5.49713 4.56854 7.65784 6.33651 5.6552 4.38955 3.99829 9.51637 6.85049 12.4768 10.4552 10.4854 6.54728 6.26102 5.94452 5.71387 5.18628 4.64146 4.63354 6.44447 4.9463 4.52291 5.60848 5.3988 6.06849 threshold=6.6125000000000007 52.500000000000007 56.750000000000007 0.15476190476190479 0.73214285714285732 7.6125000000000007 35.935000000000009 51.500000000000007 2.5000000000000004 8.5000000000000018 0.31666666666666671 40.808500000000002 55.750000000000007 39.505000000000003 39.305000000000007 1.0000000180025095e-35 9.5277777777777803 10.414285714285716 10.500000000000002 38.555000000000007 12.500000000000002 0.41428571428571431 9.5000000000000018 6.5000000000000009 7.3166666666666673 0.041666666666666581 2.5000000000000004 1250.0000000000002 11.683333333333335 9.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 11 4 -4 -6 7 8 9 -2 -9 13 -13 14 19 16 -16 -15 -18 21 22 26 -14 -23 25 -25 -3 28 29 -28 right_child=1 2 3 -5 5 -7 -8 10 -10 -11 -12 12 20 17 15 -17 18 -19 -20 -21 -22 23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.0016554284709476782 0.10353693837709035 0.0010603321880214786 -0.0041781629633493847 -0.023962202116878831 0.0027002542786580997 0.07724442740504181 -0.022768458725519303 -0.01445593017865842 -0.026673919556133213 0.023819559120539478 0.058436707929809928 -0.00045707424665707543 0.044968313887510693 -0.0055554167408028684 0.10494447541485685 -0.024974126739343312 -0.055136353026654608 -0.039654950632906326 0.061091442574713564 -0.013503786751634286 -0.0036432969068143093 0.0076309490763733752 0.12375491214150276 0.027026481413538275 -0.00062705670093141954 0.10682111775525521 0.0027214702729548654 -0.010461407192967001 -0.053939786068665535 0.045632602990207521 leaf_weight=4118.5853216573596 2.7802655547857293 1596.2866302095354 1093.7581900246441 31.761724211275578 5.3367746174335462 4.609027773141861 71.021203927695751 83.764987256377935 4.8394482471048823 11.134625121951103 2.11755696684122 23.682678733021021 4.267050586640833 45.90294224396348 7.3383218646049517 4.0829874686896792 2.0925048477947712 20.303023755550385 2.5963773131370544 78.554533254355192 2.8404417335987091 55.248495496809483 3.3267706073820591 3.6278018504381162 5.577726274728775 4.1796332150697708 71.108881201595068 196.05712993070483 3.7173286005854598 9.3188504278659803 leaf_count=18668 24 10585 7938 238 24 20 807 873 47 109 16 236 33 396 63 34 26 284 36 762 29 299 34 20 38 21 553 1675 56 100 internal_value=-3.00408e-05 -0.00204142 -0.00145477 -0.00436873 -0.00380489 0.0372451 -0.0129809 -0.00633775 0.0226078 0.0397475 -0.0126587 9.12701e-05 0.0170711 -0.000183802 0.000329956 0.0441578 0.0676267 -0.0160125 0.00922253 -1.89507e-05 0.0568548 0.00052564 0.0794839 0.0140255 0.0404196 0.0697438 3.18749e-05 -0.00582715 0.00497061 0.00769342 internal_weight=7569.82 3451.23 3275.58 1135.47 1103.7 9.9458 175.658 104.637 18.7543 13.9149 85.8825 2140.11 34.1169 2105.99 2039.79 16.1102 12.0272 66.206 4.68888 2023.68 10.4343 1945.12 7.59382 68.6337 13.3852 7.80744 1876.49 280.202 84.1451 80.4277 internal_count=44044 25376 23500 8220 7982 44 1876 1069 180 133 889 15280 332 14948 14268 159 125 680 62 14109 96 13347 67 378 79 41 12969 2384 709 653 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=31 num_cat=0 split_feature=3 8 11 3 2 14 12 9 13 13 8 1 13 1 13 14 12 8 12 11 1 9 13 3 14 3 0 9 12 11 split_gain=9.59939 5.61407 5.29587 7.40161 6.86892 4.97182 12.8475 8.87739 5.28847 5.61913 4.64804 4.46907 4.33767 8.09952 4.82073 4.3559 5.79775 4.58736 8.64242 4.23189 4.22069 4.70649 9.3069 4.44079 4.09854 5.49185 3.96904 6.90167 6.28107 7.3905 threshold=4.5277777777777786 0.42708333333333343 1.0000000180025095e-35 10.763888888888891 0.5634920634920636 1350.0000000000002 37.976500000000009 1.0000000180025095e-35 54.500000000000007 56.750000000000007 -0.67708333333333315 0.38750000000000007 53.500000000000007 0.31666666666666671 51.500000000000007 1750.0000000000002 39.205000000000005 0.1770833333333334 35.195000000000007 0.94444444444444453 1.0000000180025095e-35 0.38750000000000007 53.500000000000007 6.2111111111111121 1850.0000000000002 4.7638888888888902 2.5000000000000004 0.95000000000000007 34.347000000000008 0.94444444444444453 decision_type=2 2 2 2 2 2 2 2 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 6 7 -2 -8 -10 20 12 13 14 -12 17 -17 -14 -19 -18 -4 22 -22 -24 -3 -26 -1 -28 29 -29 right_child=1 24 10 -5 -6 -7 8 -9 9 -11 11 -13 15 -15 -16 16 19 18 -20 -21 21 -23 23 -25 25 -27 27 28 -30 -31 leaf_value=0.00043881066898138486 0.008665462836846825 0.0095077052044840529 -0.033683708900702013 -0.018445822705924955 0.040729387676763151 -0.0059732055614224152 -0.00087984580759609729 -0.015714380328283189 0.070894508250053723 0.010574803266503868 0.010848985057979437 -0.015907631476365279 -0.00092432889194895326 0.044436764850148545 -0.0088313299229707907 0.0028018682792491328 -0.01408776981964077 -0.041195065749710345 -0.0036198516931472535 0.050023790028194876 0.09707265114377471 -0.016110169156060724 0.037862100024340622 -0.016439231112679784 -0.058211085575152567 -0.0011824872147518763 0.0030105909015325093 -0.063653298003462977 0.01674004770090487 0.0071081482393864073 leaf_weight=1150.859241515398 85.946329966187477 193.38229079917073 18.439452551305294 92.252110585570335 8.6754704415798169 663.57560827210546 6.6275802366435554 66.022211086004972 11.999298177659513 5.6925762370228759 34.61602471396327 46.938118062913418 1847.4049514457583 7.8778637126088134 307.78193771094084 1475.4889648668468 69.489247046411037 20.432974152266979 60.950378403067589 2.6729670017957678 2.8391352817416218 42.099485352635384 5.3547875732183483 12.682827364653347 4.6069160997867575 50.469487313181162 1094.145706012845 5.3801613897085199 159.76593874394894 11.745591789484024 leaf_count=4894 659 1049 150 1237 41 4617 54 394 88 49 291 256 11735 42 2632 8723 611 116 320 12 20 236 31 101 20 277 4665 22 654 48 internal_value=-2.96211e-05 -0.00125161 -0.00162371 -0.00499545 -0.00353314 -0.00399036 0.00347339 -0.00192628 0.0372151 0.0514859 -0.00082167 -0.000573173 -0.000385082 -0.0056884 -0.00684167 0.000149265 0.00212508 -0.00143612 -0.0130539 -0.011713 -0.0126448 -0.00648467 0.0129259 -0.000318913 0.00608056 -0.0059527 0.00256598 0.00449203 0.0136553 -0.015122 internal_weight=7566.22 5144.32 4895.86 940.791 848.539 839.864 176.288 151.969 24.3195 17.6919 3955.07 3873.65 3826.72 350.276 342.398 3476.44 1547.65 1928.79 81.3834 72.1622 81.4157 62.9762 20.8768 18.0376 248.459 55.0764 2421.9 1271.04 176.892 17.1258 internal_count=44044 33761 32415 7139 5902 5861 1244 1053 191 137 25276 24738 24482 2965 2923 21517 9346 12171 436 623 538 388 152 132 1346 297 10283 5389 724 70 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=31 num_cat=0 split_feature=3 0 3 13 8 13 0 9 12 3 2 12 12 3 11 12 3 14 10 14 12 12 14 11 3 2 3 12 14 10 split_gain=8.99112 8.01122 5.53003 4.35255 6.25917 4.77295 5.06121 5.25407 5.43764 4.67701 4.56463 5.25144 8.04279 11.7576 4.43279 6.50252 6.21557 4.48674 4.33926 4.32018 4.31023 4.867 6.72593 4.4601 4.27414 4.22415 4.17842 4.05053 4.54339 4.03031 threshold=7.354166666666667 1.0000000180025095e-35 11.683333333333335 57.250000000000007 0.77083333333333359 58.250000000000007 6.5000000000000009 0.21111111111111114 38.435500000000012 6.3166666666666673 0.18333333333333338 37.781500000000008 34.735500000000009 6.5277777777777786 0.58571428571428574 35.405000000000008 3.4722222222222228 1650.0000000000002 0.47222222222222227 1350.0000000000002 14.216500000000002 35.435500000000012 2870.0000000000005 0.58571428571428574 4.3166666666666673 0.38750000000000007 3.3541666666666674 40.714500000000008 1650.0000000000002 0.23611111111111113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 -1 5 6 9 10 -9 14 11 12 -8 -14 15 17 -16 -5 -10 29 26 22 -22 -23 -19 -26 -7 -4 -29 -17 right_child=1 2 27 4 -6 20 7 8 18 -11 -12 -13 13 -15 16 19 -18 24 -20 -21 21 23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0021125747611141963 -9.5702902937848229e-05 -0.0037845761038918842 -0.015807719581005752 -0.00036807474788878966 0.035042583131550585 0.017530552747143331 -0.047050713319932214 0.0020929257087263504 0.061630901404082949 -0.02045606413919375 -0.02644921108107717 -0.029455543298850979 0.11955678811405748 0.0058344896738776785 -0.0055141348565015316 0.036984568029737291 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24 76 20 234 181 176 68 internal_value=-2.88802e-05 -0.00213242 -0.00536855 0.00138418 -0.00191833 -0.00243626 -0.00394433 0.00117496 0.00427899 -0.00748154 -0.0136457 0.00438029 0.0232759 0.0449749 -0.0053007 -0.000483529 -0.0118036 0.0109752 0.0306198 -0.00746439 0.00737917 0.0224852 0.0354411 -0.00615087 0.0238281 0.00804536 0.000734817 -0.0128048 0.00355613 0.0116926 internal_weight=7562.14 3038.66 1173.73 4523.48 817.408 806.112 698.753 285.524 236.079 413.229 49.4444 20.5343 13.1761 10.0693 353.766 203.224 150.542 76.9364 18.0911 126.288 107.358 32.796 22.5801 10.2159 36.0683 19.5936 74.5624 206.11 31.9634 23.8677 internal_count=44044 22763 11631 21281 4010 3959 3465 1402 1103 2063 299 127 81 61 1650 996 654 370 82 626 494 156 105 51 168 96 338 2873 357 117 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=31 num_cat=0 split_feature=4 0 0 14 8 3 12 3 12 4 1 8 12 4 13 14 13 14 12 15 12 3 8 8 8 0 8 15 8 0 split_gain=8.32893 10.4397 5.05536 5.20238 5.35648 6.26777 4.76517 4.8542 5.66697 5.26314 4.76262 6.1144 7.50469 6.3355 5.90067 6.78055 11.2043 5.79397 5.20522 6.44572 5.73669 4.85218 4.83549 8.0603 4.81117 6.77605 4.90314 4.66462 5.03265 5.52197 threshold=4.5000000000000009 1.5000000000000002 4.5000000000000009 2870.0000000000005 0.39583333333333337 9.8166666666666682 39.468500000000006 11.683333333333335 39.358000000000011 10.500000000000002 1.0000000180025095e-35 -0.20833333333333337 37.853000000000009 2.5000000000000004 53.500000000000007 2150.0000000000005 56.250000000000007 2350.0000000000005 37.495000000000012 1.0000000180025095e-35 37.258500000000005 5.4722222222222232 0.44791666666666674 0.60416666666666685 0.80208333333333348 4.5000000000000009 0.69791666666666685 1.0000000180025095e-35 -0.39583333333333315 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 -2 6 4 -4 -6 7 8 9 -3 11 12 27 18 17 21 -17 -12 20 -20 24 -16 -18 -24 26 -26 -13 28 29 -1 right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 14 13 -14 -15 15 16 22 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.022614478880972292 -0.00053721533782436306 -0.0043109382289660816 -0.030423203117648925 0.036556033191476732 0.057648681589123257 -0.03821804857976329 -0.020637995419892915 -0.019836724091270616 0.056536651326077825 0.04500775729928104 0.0098943703214925457 0.0053348460751417243 -0.024993831301728543 0.0012191818523408701 -0.00075164007011444889 0.020922579309226735 -0.0064307543548426426 -0.045471082967992377 0.01102514210914657 0.047261500015809678 -0.015970141566208344 -0.0072262348420134197 0.070369704566895327 -0.013450706972595148 -0.0054372620821044135 0.069791070227157859 -0.043615790667570334 -0.007881399619732013 0.024419991674188509 0.024003439649889033 leaf_weight=16.957558903843168 2613.1005280278623 466.82509912922978 51.434541743248701 3.6650992073118678 3.9564324915409079 2.9961008690297604 52.053235445171595 48.559574283659458 3.9318873137235633 5.4729736298322669 172.95155490189791 644.91943464428186 39.719340488314629 1113.9672937169671 1307.7956095337868 87.876145549118519 100.61652910709381 4.8581309244036666 244.83479564636946 12.919789478182791 32.55310845375061 371.58772368356586 5.6509660333394987 5.8239694386720657 5.3435594663023931 6.8056942969560623 5.1565195471048346 84.830819576978683 30.652575857937336 10.157071772962807 leaf_count=111 17273 4008 641 32 42 38 595 764 37 63 835 2808 259 5533 5766 388 465 24 1057 57 141 2205 26 26 25 34 24 526 172 69 internal_value=-2.80597e-05 -0.00193801 -0.00766732 -0.021228 -0.0248553 0.0163362 -0.00620857 -0.00477733 -0.00324178 -0.00373943 0.00141439 0.00300482 -0.00577274 0.00377922 -0.000324211 -0.00114789 0.0075556 0.00838167 0.00677313 0.0128415 0.00452185 -0.00218424 -0.00292368 0.0278276 0.00552918 0.0367037 0.00494656 -0.000418881 0.0105398 -0.00515153 internal_weight=7557.97 3252 638.895 62.0522 58.3871 6.95253 576.843 524.79 476.23 472.298 4305.98 2248.82 182.317 2066.5 2057.16 1879.35 199.968 177.81 952.533 257.755 694.778 1679.38 112.091 11.4749 662.225 12.1493 650.076 142.598 57.7672 27.1146 internal_count=44044 23493 6220 753 721 80 5467 4872 4108 4071 20551 10816 1137 9679 9735 8876 905 859 4146 1114 3032 7971 517 52 2891 59 2832 878 352 180 is_linear=0 shrinkage=0.05 Tree=62 num_leaves=31 num_cat=0 split_feature=4 0 0 14 8 3 15 12 12 14 12 3 12 14 3 12 12 12 12 13 1 8 4 14 13 14 13 14 13 2 split_gain=7.5248 9.50824 4.70791 4.73768 4.98155 5.50353 4.65342 5.19234 4.68723 4.53852 4.41279 4.49224 4.97226 5.22688 6.82691 7.24686 7.51717 6.77643 4.52892 4.37339 4.29553 5.62098 6.36023 5.86005 5.3129 6.11217 10.0523 5.28303 4.81879 4.74462 threshold=4.5000000000000009 1.5000000000000002 4.5000000000000009 2870.0000000000005 0.39583333333333337 9.8166666666666682 1.0000000180025095e-35 39.195000000000007 40.314500000000002 3295.0000000000005 39.468500000000006 11.683333333333335 39.105000000000011 1250.0000000000002 9.6333333333333346 36.653000000000006 35.505000000000003 36.005000000000003 37.935500000000012 55.750000000000007 1.0000000180025095e-35 -0.64583333333333315 2.5000000000000004 1350.0000000000002 53.500000000000007 2150.0000000000005 56.250000000000007 2350.0000000000005 60.500000000000007 0.10555555555555557 decision_type=2 2 2 2 2 2 2 2 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 6 10 4 -4 -6 8 -8 9 -2 11 12 13 14 -3 16 19 -18 -17 -16 21 23 29 -1 27 -26 -27 -22 -28 -23 right_child=1 2 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 15 18 17 -19 -20 -21 24 22 -24 -25 25 26 28 -29 -30 -31 leaf_value=0.02496986651074562 -0.0035666100113014259 -0.0028232583913821558 -0.0296348524636907 0.033831832141521183 0.05230106838206984 -0.037500852370230577 0.0018785271586408731 -0.021100781120189784 0.012990725878976858 0.046769354177852718 -0.019935014502384427 -0.019177677904507924 0.023445803161106449 -0.0070628551593615837 -0.018185139517690112 -0.023448076129136335 0.12036610794497038 0.035426213938614996 0.035997124195371544 0.04851636906025298 0.0093689698127535411 0.030354977120416956 0.00061750926870739393 -0.03131111441339765 -0.002077209284554966 0.019779226966453994 -0.0056065616179565613 -0.043906163095025541 0.035299423078783941 0.0055114369325344158 leaf_weight=5.8571088761091259 1170.3019051589072 75.894033990800381 50.194589596241713 3.7596598900854579 4.137940175831317 2.9031094610691071 1366.9999174103141 25.032839231193066 45.448917426168919 4.4953370764851561 51.216088343411684 47.738210182636976 17.023964241147041 348.86565723642707 5.1354476287961024 9.2515170127153379 4.5191479511558992 4.8877190798521042 4.9016362838447085 4.712553396821022 173.50335946679115 19.586272567510605 1179.1931346654892 21.987458489835262 1677.7407740056515 88.296903192996979 104.26271260529757 4.7816899195313445 7.7335499823093405 1022.8848062828183 leaf_count=48 8035 616 641 32 42 38 8506 269 436 27 595 764 154 3000 48 101 45 48 54 42 835 125 6000 175 7971 388 484 24 33 4468 internal_value=-2.73526e-05 -0.00184458 -0.00733146 -0.0205387 -0.0241101 0.0152747 -0.000510519 0.00146529 -0.00276448 -0.003374 -0.00592837 -0.00455655 -0.0030877 -0.00407359 0.00546741 0.0243016 0.0442669 0.0762321 -0.00286053 0.0137335 0.00134319 0.0028531 0.00313291 -0.0194724 -0.000308579 -0.00109164 0.00716389 0.00794011 -0.00278193 0.00597821 internal_weight=7553.25 3247.42 635.141 60.9953 57.2356 7.04105 2612.28 1392.03 1220.25 1174.8 574.146 522.93 475.192 458.168 109.302 33.408 19.2549 9.40687 14.1532 9.848 4305.83 2249.51 2221.66 27.8446 2056.32 1878.03 200.293 178.285 111.996 1042.47 internal_count=44044 23493 6220 753 721 80 17273 8775 8498 8062 5467 4872 4108 3954 954 338 183 93 155 90 20551 10816 10593 223 9735 8876 905 859 517 4593 is_linear=0 shrinkage=0.05 Tree=63 num_leaves=31 num_cat=0 split_feature=9 13 13 12 8 3 10 0 12 14 12 12 8 12 9 2 0 9 10 3 10 10 8 8 2 3 12 2 11 10 split_gain=7.08988 5.0775 7.77536 5.88326 5.11103 7.78086 5.12186 4.60796 5.33731 5.35142 4.25923 7.1953 4.77963 5.68874 5.63192 4.72268 10.5387 7.77532 6.59747 5.25836 7.04351 4.24941 7.31251 4.99127 4.6018 4.75359 4.59645 4.20579 5.3791 4.16983 threshold=0.5277777777777779 50.500000000000007 52.500000000000007 38.653000000000006 0.12499999999999997 5.1055555555555561 0.41428571428571431 1.5000000000000002 35.38150000000001 2050.0000000000005 35.38150000000001 35.584500000000006 -0.17708333333333334 35.705000000000005 0.81666666666666676 0.5634920634920636 2.5000000000000004 0.95000000000000007 0.61250000000000016 2.8944444444444448 0.95000000000000007 0.70714285714285718 -0.14583333333333329 -0.52083333333333315 0.58571428571428574 3.3541666666666674 34.505000000000003 0.38750000000000007 0.23611111111111113 0.95000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 27 -6 -7 8 -2 -10 21 15 13 -13 -15 17 -17 -12 -18 20 -20 22 24 -23 -9 26 -26 28 -3 -11 right_child=7 2 -4 -5 5 6 -8 10 9 29 11 12 -14 14 -16 16 18 -19 19 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.027936227160764344 0.0041220025433519915 -0.0092023133493180555 -0.00056000195672909565 -0.029622644092503803 0.061402538830514365 -0.021109596007656637 0.051595385837036226 -0.022091652251293208 -0.0043718096342172785 -0.06322096004227902 0.095660113900123106 -0.060323736979679167 0.0070208200385763649 -0.0062670972743451405 0.029834962721617064 0.08081761034374868 0.052695132857599448 0.0091211738040931963 0.058655190744320344 -0.014700146827081132 -0.0080629588548410732 -0.036715052106865709 -0.010190732168579613 0.0056761852115384251 0.026207912960864322 0.027889500769243448 -0.039237031294885892 -0.031686316173782064 0.023871147808225839 -0.011718528303007653 leaf_weight=15.252340659499167 239.75372198224068 165.39474521949887 5515.658611100167 31.935094352811575 6.6879232525825527 10.539862804114817 3.145223692059516 8.4792112410068494 250.16109925508499 6.9796045124530766 5.3619788587093336 4.3612861633300772 594.87756507843733 92.253633260726929 12.235457286238669 5.7227404266595832 7.2352153658866873 5.0308988392353058 7.3488360196351978 22.825708031654358 8.5679940730333328 7.1177843213081351 154.28978605568409 284.11629809439182 4.8029823005199415 32.113210618495941 6.0782189071178436 18.666686475276947 13.281109668314455 8.9950303733348846 leaf_count=104 986 1611 34281 326 29 80 15 40 1047 32 23 19 2497 411 51 24 31 21 30 95 35 32 655 1177 20 144 25 91 74 38 internal_value=-2.68523e-05 -0.000874431 -0.000950651 -0.00958146 -0.00664176 0.0172013 -0.00439991 0.00274324 -0.00128893 -0.00616348 0.00435854 0.0066978 0.00525817 -0.00437488 -0.00203962 0.0230137 0.0168312 0.0537691 0.00886697 0.000682008 0.022741 0.000753983 -0.00474642 0.00464014 0.0115727 0.0182118 -0.0103495 -0.00910324 -0.00674394 -0.0342209 internal_weight=7549.27 5780.56 5765.31 249.651 217.716 20.373 13.6851 1768.71 505.889 266.136 1262.82 765.821 703.728 108.85 104.489 62.0934 51.7005 10.3929 45.9778 38.7425 15.9168 496.997 205.763 291.234 51.4736 42.9944 10.8812 197.343 178.676 15.9746 internal_count=44044 36611 36507 2226 1900 124 95 7433 2103 1117 5330 3237 2978 481 462 259 215 44 191 160 65 2093 884 1209 229 189 45 1776 1685 70 is_linear=0 shrinkage=0.05 Tree=64 num_leaves=31 num_cat=0 split_feature=3 0 3 14 12 12 12 3 13 11 12 14 14 12 12 10 3 12 12 12 3 3 8 12 12 11 13 13 3 13 split_gain=6.61592 6.54991 4.68059 4.1823 10.8924 7.10522 6.75245 8.7563 6.82592 4.18112 4.65084 8.14393 4.53269 6.068 4.69578 6.97437 8.34058 11.0738 4.61726 5.67451 5.13192 6.87742 4.85965 6.93016 5.55409 4.61298 4.46302 4.03691 4.30871 7.07523 threshold=7.354166666666667 1.0000000180025095e-35 11.683333333333335 1075.0000000000002 36.184500000000007 38.465000000000011 37.495000000000012 6.6125000000000007 55.750000000000007 1.0000000180025095e-35 38.584500000000006 1350.0000000000002 1750.0000000000002 34.195000000000007 34.468500000000006 0.95000000000000007 5.1833333333333345 13.808500000000002 37.281500000000008 37.205000000000005 5.0500000000000007 4.3166666666666673 0.42708333333333343 34.895000000000003 36.653000000000006 0.78888888888888908 55.750000000000007 51.500000000000007 5.5277777777777786 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 -1 6 7 8 -6 10 -5 -12 13 -11 15 16 -14 -18 19 22 21 -21 -15 -24 -25 -17 -26 -20 29 -29 right_child=1 2 -4 9 5 -7 -8 -9 -10 12 11 -13 14 18 -16 25 17 -19 27 20 -22 -23 23 24 26 -27 -28 28 -30 -31 leaf_value=-0.01076286774451426 1.1410938748005302e-06 -0.0033298764118323883 -0.011715629040954632 -0.0034767988941635402 0.045872333455205264 0.088216590822468466 -0.0070037510153091384 0.10113355763382759 -0.0045163468104022627 -0.0090015303802466733 0.063040063017144723 0.0044084285676658378 -0.0035392739103908624 0.0013544069960903982 0.002425929973446532 -0.017905730084738052 -0.014191784348530093 0.035910014347223636 0.032889866425100396 0.020988459577281297 -0.0067556833375735179 0.091769659442887896 -0.018928727773873152 0.031550788720916344 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0.00861373 0.00171969 6.5656e-05 0.00362272 0.00948236 0.0034028 0.0203492 0.000934323 0.00259456 0.0267877 0.0428774 0.00212092 0.0151741 0.0227174 0.0195837 -0.00578474 -0.00302141 -0.00356227 -0.000729138 internal_weight=7546.25 3024 1161.38 4522.25 81.7923 50.453 46.1498 31.4986 27.2814 4440.45 840.424 88.9545 3600.03 1926.02 1674.01 283.917 177.243 51.5073 1757.63 1238.03 23.772 16.0658 1214.25 67.3491 55.1503 106.674 13.0483 519.605 511.895 370.551 internal_count=44044 22763 11631 21281 383 238 217 148 123 20898 4406 482 16492 8890 7602 1241 802 262 8104 5646 109 68 5537 301 245 439 58 2458 2422 1626 is_linear=0 shrinkage=0.05 Tree=65 num_leaves=31 num_cat=0 split_feature=3 12 12 12 0 8 8 11 12 13 3 12 8 0 9 10 3 3 12 0 3 12 10 15 2 1 8 2 12 12 split_gain=6.13444 5.21564 4.93883 4.99545 7.88425 4.50144 4.41112 6.60334 5.58746 6.75586 5.55942 5.47094 4.56906 4.11075 6.0122 6.66266 6.49789 4.75363 5.6897 6.77044 7.74013 9.26566 4.58465 4.25789 7.11122 4.35389 5.20836 4.21172 4.09688 4.66181 threshold=4.3166666666666673 40.005000000000003 39.710000000000008 39.095000000000006 2.5000000000000004 -0.072916666666666616 0.20833333333333345 1.0000000180025095e-35 35.195000000000007 59.250000000000007 11.211111111111112 41.425000000000004 0.19791666666666666 5.5000000000000009 0.21111111111111114 0.47222222222222227 5.6833333333333345 6.5277777777777786 36.905000000000008 6.5000000000000009 7.7638888888888902 37.805000000000007 0.15476190476190479 1.0000000180025095e-35 0.58571428571428574 0.11805555555555557 0.45833333333333348 0.43650793650793657 38.281500000000008 37.781500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 -8 11 -2 -9 28 16 27 -15 22 -19 -20 -21 -22 -18 24 -17 -25 -27 -16 29 -10 right_child=6 -3 -4 4 5 -7 8 12 13 -11 -12 -13 -14 14 15 23 17 18 19 20 21 -23 -24 25 -26 26 -28 -29 -30 -31 leaf_value=0.0026078847634752496 -0.0044417774062336475 -0.031707457405261222 0.041362965203292149 -0.028406672259768069 -0.031407824886984424 0.023501478476222745 -0.010835698400725392 -0.00038004973254708628 0.00058593556693289646 0.023383839949912045 -0.019631820915593925 0.055264072760030793 -0.023544754121985451 -0.067935942942957697 0.022792038564296485 -0.017728064935821242 0.071273770044463045 -0.030365107221698162 -0.038907469329704784 -0.010433285415345012 0.13592349048939897 0.019653195910367911 0.00087076780248683278 0.046037368553088598 0.044926674607385253 0.040273932899271919 -0.021419620083551593 0.068555579962154251 0.016163027200597476 -0.027440633350276328 leaf_weight=2125.3750105798244 840.67350318282843 11.284097269177435 8.0919547379016858 32.294908344745636 4.8450093418359783 16.255105167627335 98.712524559348822 3948.4451920948923 109.32753677666187 16.891734398901463 62.428111009299755 3.8543840050697318 21.402333751320839 3.6453357636928549 81.057242378592491 28.401562914252281 4.2759858369827253 14.774760168045757 4.9483856223523626 6.4482309743762016 2.8082209601998329 4.3954014331102371 5.0356030762195587 9.5332532078027743 5.3878398388624182 5.5850438475608817 8.8294841498136503 5.3600506633520117 34.761497974395752 17.167094834148884 leaf_count=8976 5919 49 35 143 21 69 568 25178 622 80 942 28 110 19 385 127 22 113 45 38 24 37 26 39 23 25 39 24 210 108 internal_value=-2.51306e-05 0.00219826 0.00237322 0.00222841 -0.0128765 0.0108932 -0.000939654 -0.00138434 0.00370072 -0.00583565 -0.00523361 -0.00416928 -0.000504936 0.00683496 0.0118083 0.0168442 -0.00386029 0.00161163 -0.00720167 0.0111978 0.0293594 0.0649794 0.0332006 0.0036934 -0.00773755 0.019822 0.00248412 0.0256305 0.000960174 -0.00321766 internal_weight=7542.3 2198.15 2186.86 2178.77 53.395 21.1001 5344.15 4876.8 467.347 115.604 906.956 844.528 3969.85 351.743 190.486 144.154 46.3319 42.6866 33.375 18.6002 13.6519 7.20362 9.31159 57.7372 33.7894 23.9478 14.4145 86.4173 161.256 126.495 internal_count=44044 9293 9244 9209 233 90 34751 32177 2574 648 6889 5947 25288 1926 986 662 324 305 257 144 99 61 48 253 150 103 64 409 940 730 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=31 num_cat=0 split_feature=3 12 13 12 4 9 14 3 8 14 12 14 3 11 8 8 12 8 12 12 14 12 12 12 3 13 3 15 14 13 split_gain=5.62988 5.75475 8.04759 5.59606 13.18 4.64898 9.22549 4.6282 4.20714 8.50284 5.60476 5.14572 4.38606 4.59007 10.5647 10.208 9.48442 6.41706 4.04548 5.16121 3.74769 9.69166 6.07159 5.96215 7.2535 6.1045 3.70438 3.68507 3.54469 3.52187 threshold=7.354166666666667 34.005000000000003 58.250000000000007 33.876500000000007 5.5000000000000009 0.18333333333333338 2760.0000000000005 11.535714285714286 -0.052083333333333363 1750.0000000000002 34.368500000000004 1750.0000000000002 7.8660714285714297 0.11805555555555557 -0.32291666666666657 -0.2708333333333332 35.853500000000004 -0.60416666666666641 41.112500000000004 41.425000000000004 1075.0000000000002 36.184500000000007 38.465000000000011 37.495000000000012 6.6125000000000007 55.750000000000007 4.6125000000000007 1.0000000180025095e-35 1550.0000000000002 55.750000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 3 7 27 -5 6 -4 8 9 12 11 -10 13 14 -3 17 -16 -15 -9 -20 21 -1 23 24 25 -23 -27 -2 -6 -13 right_child=1 2 5 4 28 -7 -8 18 10 -11 -12 29 -14 15 16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010256459994814919 -0.002691301270985989 -0.057051777829547616 0.12874634142046329 -0.035910569237814896 0.11378656886555033 -0.028683529764020072 0.021651487039602971 -0.014950465153412425 -0.037990711144085823 -0.029920643036892503 -0.0014021469188263338 0.050479012792674242 -0.010607501579748515 0.026491491063587076 -0.035802917258673433 -0.03363715504400782 0.095846878076270445 0.11299459206636549 0.059644827844957185 -0.0031402616409567036 0.00089586104028605636 0.043102512297238896 0.080974319207387693 -0.0066519311596047771 0.091171675349974224 0.020745829511331571 -0.035110529646103998 0.0017004418316132819 0.044530546749190339 -0.020112875616862019 leaf_weight=31.229637071490288 870.42989978939295 5.437871016561985 2.6739080995321265 4.282957121729849 3.2038146629929543 2.4042056649923316 8.1100899651646596 166.6704019755125 19.555933430790905 43.445915400981903 731.92884618788958 3.2081032171845427 46.573046550154686 4.6214438751339904 2.3541057482361811 3.598725587129592 3.2662298530340195 3.9992267414927474 3.8839281015098122 20.817856695502996 4439.5775548890233 15.432968646287923 4.4414516836404792 14.619159154593943 4.4439684748649588 6.578386574983595 5.4089615494012833 1058.5198838040233 4.3645225092768669 3.9329385161399841 leaf_count=145 5545 53 25 35 28 15 70 2555 167 499 6601 26 568 35 23 25 31 28 42 231 20898 68 21 69 25 28 27 6092 36 33 internal_value=-2.44629e-05 -0.00169712 -0.00462911 -7.08653e-05 0.0341821 0.0341889 0.0482058 -0.00511057 -0.00356514 -0.0125525 -0.00222294 -0.0247258 -0.00174974 0.0159726 -0.00736703 0.0370942 0.0407047 0.0666213 -0.0121518 0.00673161 0.00109168 0.0116734 0.0251218 0.0197851 0.0319143 0.0223105 -0.00445782 -0.000281312 0.0738479 0.0116004 internal_weight=7539.02 3017.28 1076.48 1940.8 11.8513 13.1882 10.784 1063.29 871.922 113.297 758.626 26.697 69.8506 23.2776 11.0582 12.2194 5.62034 8.62067 191.372 24.7018 4521.73 82.1545 50.9249 46.4834 31.8643 27.4203 11.9873 1928.95 7.56834 7.14104 internal_count=44044 22763 11027 11736 99 110 95 10917 8089 1262 6827 226 763 195 107 88 54 63 2828 273 21281 383 238 217 148 123 55 11637 64 59 is_linear=0 shrinkage=0.05 Tree=67 num_leaves=31 num_cat=0 split_feature=3 12 12 12 0 8 8 11 12 13 3 12 8 3 2 12 14 9 12 3 13 12 15 12 3 12 3 12 14 12 split_gain=5.26456 4.73273 4.42423 4.51549 7.16082 4.06759 3.92326 5.85744 4.97275 6.08198 4.8781 4.78937 4.19464 4.10826 6.49911 4.24564 4.07566 9.06756 4.61251 6.76148 5.20541 4.12889 5.09458 7.0659 7.97999 6.83883 6.02507 8.5038 5.11938 6.034 threshold=4.3166666666666673 40.005000000000003 39.710000000000008 39.095000000000006 2.5000000000000004 -0.072916666666666616 0.20833333333333345 1.0000000180025095e-35 35.195000000000007 59.250000000000007 11.211111111111112 41.425000000000004 0.19791666666666666 4.7071428571428582 0.5634920634920636 38.261500000000005 1350.0000000000002 1.0000000180025095e-35 38.605000000000011 9.6333333333333346 55.750000000000007 35.805000000000007 1.0000000180025095e-35 36.753000000000007 5.5277777777777786 36.853000000000009 6.6125000000000007 36.753000000000007 1750.0000000000002 36.561000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 -8 11 13 -9 15 16 -2 17 18 20 -20 -15 -18 26 -24 -25 -26 -23 28 29 -28 right_child=6 -3 -4 4 5 -7 8 12 -10 -11 -12 -13 -14 14 -16 -17 21 -19 19 -21 -22 22 23 24 25 -27 27 -29 -30 -31 leaf_value=0.002423118293423298 -0.021372316525788276 -0.030369700366999278 0.038978152457517082 -0.027195778746648872 -0.030098954509169648 0.022224342565759721 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5.1084848195314398 2.7274439707398406 39.644814625382423 12.113033905625345 116.92403429746628 6.0433938466012469 2.2250285297632209 leaf_count=8976 250 49 35 143 21 69 568 25178 1926 80 942 28 110 366 29 31 1621 412 42 29 356 654 440 25 22 341 109 1119 52 21 internal_value=-2.42479e-05 0.00203455 0.00220059 0.00206313 -0.0123234 0.0102981 -0.000872515 -0.00129253 0.00350276 -0.0055203 -0.00492794 -0.00394003 -0.000465373 -0.00420024 -0.0032202 -0.0167085 -0.00362689 0.00331531 0.0127533 0.0486064 0.00955103 -0.00553088 -0.00884667 -0.0179181 -0.00343052 -0.0105479 -0.00503033 -0.0122091 0.0175944 0.00132555 internal_weight=7536.28 2199.05 2187.84 2179.7 53.211 21.1068 5337.23 4869.74 467.484 115.101 902.631 841.821 3967.11 837.833 776.957 60.8759 770.86 165.915 100.435 8.23512 92.2002 604.945 367.896 108.941 47.4807 42.3723 258.954 137.305 20.3815 14.3381 internal_count=44044 9293 9244 9209 233 90 34751 32177 2574 648 6889 5947 25288 5919 5638 281 5609 1205 793 71 722 4404 2783 828 388 363 1955 1301 182 130 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=31 num_cat=0 split_feature=4 0 1 8 12 13 14 13 14 4 12 15 12 12 12 10 13 9 12 0 1 12 12 8 0 8 0 14 8 3 split_gain=4.89041 7.74569 4.30646 4.87465 6.81342 4.64459 5.34067 9.05787 4.77421 4.63812 4.80525 5.73123 5.24629 4.5539 4.44485 5.32184 9.58808 6.01271 4.40128 4.31969 8.90766 5.63399 5.92138 4.28207 6.01217 4.52136 4.27922 4.31184 4.77737 7.20371 threshold=4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 -0.20833333333333337 37.853000000000009 53.500000000000007 2150.0000000000005 56.250000000000007 2350.0000000000005 2.5000000000000004 37.495000000000012 1.0000000180025095e-35 37.258500000000005 38.305000000000007 34.405000000000008 0.38750000000000007 54.500000000000007 0.73214285714285732 34.205000000000005 7.5000000000000009 0.31666666666666671 34.605000000000011 14.216500000000002 0.80208333333333348 4.5000000000000009 0.69791666666666685 4.5000000000000009 2870.0000000000005 0.052083333333333377 9.8166666666666682 decision_type=2 2 2 2 2 2 2 2 2 2 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 14 8 -7 18 -4 10 12 -12 23 -13 -1 16 -16 -17 -8 20 -9 22 -22 25 -25 -5 -3 28 -28 -30 right_child=1 26 5 9 -6 6 7 19 -10 -11 11 13 -14 -15 15 17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.024328864482836714 -0.0002941993537129176 -0.005154407748119324 0.0084673545922647787 0.0044590449615692761 -0.023792677086397471 -0.0022293650041165583 -0.022458520979503536 -0.043589770735800032 -0.042565355358357919 0.0010903019466567709 0.0099477730333110831 0.066796836503989029 -0.015935946094936343 0.0057427015904945311 -0.03186987066235733 -0.018490139435183427 0.01744214474799146 0.03639286623301035 0.02137476374160616 0.0077023089314220044 -0.0081955972727400135 -0.025066074692046844 0.036863023339125604 -0.0058559472586323796 0.064803500449570006 -0.042833994499760338 -0.035911713557637275 0.032074069362443801 0.011636542496006388 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-0.000468665 0.0123407 0.00464011 0.0339422 0.00408843 -0.00649036 -0.0192914 -0.0228415 -0.00631539 internal_weight=7533.27 3229.24 4304.03 2247.37 180.819 2056.66 1877.77 200.685 178.891 2066.55 952.951 258.219 694.732 13.0445 141.835 125.023 81.8949 43.1279 88.7211 111.964 61.0624 44.7033 29.3954 662.233 12.2375 649.995 625.558 59.1152 55.2937 24.4186 internal_count=44044 23493 20551 10816 1137 9735 8876 905 859 9679 4146 1114 3032 57 878 765 564 201 388 517 282 200 128 2891 59 2832 6220 753 721 296 is_linear=0 shrinkage=0.05 Tree=69 num_leaves=31 num_cat=0 split_feature=10 2 14 12 0 14 8 14 0 12 15 12 10 14 12 1 11 2 3 1 11 14 13 12 14 12 12 1 9 12 split_gain=4.51875 4.27183 7.40217 4.62899 4.16351 6.2916 5.0518 6.61432 4.95154 9.18746 5.43521 4.71471 4.66611 4.56044 4.43818 5.84131 4.37892 4.34111 4.67269 4.33151 4.33283 4.31891 4.22529 6.52892 4.19405 4.15079 4.93299 3.7297 3.6662 8.21621 threshold=0.85357142857142865 0.88194444444444453 1550.0000000000002 37.081500000000005 1.5000000000000002 1175.0000000000002 0.052083333333333377 2350.0000000000005 2.5000000000000004 38.505000000000003 1.0000000180025095e-35 34.095000000000006 0.95000000000000007 2150.0000000000005 35.781500000000008 0.31666666666666671 0.18333333333333338 0.41428571428571431 1.8660714285714288 0.38750000000000007 0.94444444444444453 1750.0000000000002 55.750000000000007 34.195000000000007 1850.0000000000002 36.253000000000007 34.935500000000012 0.15476190476190479 0.70714285714285718 34.605000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 28 3 -3 11 19 8 12 -7 10 -10 21 -8 -12 15 -15 -14 -18 -19 20 -6 -2 23 -13 -25 26 -20 -9 -1 -30 right_child=4 2 -4 -5 5 6 7 27 9 -11 13 22 16 14 -16 -17 17 18 25 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.00063864593080667715 -0.0010188596916544811 0.058834404569229649 -0.021675159998590602 -0.0092155046682740153 -0.0032989602714713511 0.002312936508286143 0.019692997470224793 0.052764814220065528 0.027208219721015354 -0.02509968113245576 0.004126398843991662 -0.053336278362543649 -0.061755128177995958 -0.0093517150254873414 0.067338435073836633 0.046812111848555528 0.028395862864411255 0.014841389526365784 -0.039768798724842104 0.076617110861283144 0.055111974127375146 0.022426230483131377 -0.0081283360081717809 0.0010030206259833553 0.022723549218584521 -0.038509982203357565 0.0099425554374192315 0.0024574883143508044 -0.01894920465070209 0.00787393348144819 leaf_weight=6180.8834448195994 38.777783542871475 5.0957727283239347 49.836816146969795 4.9040248841047287 7.7435943633317965 218.3389388024807 10.299449220299719 6.6433002203702918 70.196910515427589 14.46247176826 87.381635159254074 5.1349887251853934 4.944955810904502 9.9355108886957222 5.6728255003690711 8.6688569486141187 5.7783202826976767 9.414635166525839 7.8321089595556286 4.6932276934385291 5.381069153547287 39.808248251676559 181.76916800439358 175.05844186246395 25.456338062882423 23.349015444517136 13.754508152604101 8.2715244442224485 31.949208199977875 268.26281951367855 leaf_count=38399 161 21 211 21 33 932 42 28 293 65 365 21 22 42 24 35 25 38 32 20 23 162 760 725 104 96 56 35 133 1120 internal_value=-2.31066e-05 -0.000499337 -0.0137977 0.0254619 0.00312727 0.00619061 0.00516022 -0.00555747 0.0074939 0.013256 0.0163063 -0.000309174 -0.0115775 0.00945258 0.0286233 0.0168183 -0.0165268 -0.0128073 -0.0171878 0.0353912 0.0206493 0.0108574 -0.00257426 0.00233486 0.00376055 -0.0238984 -0.00809384 0.0248652 -0.00037656 0.00501936 internal_weight=7529.7 6540.93 59.8366 9.9998 988.768 522.763 504.945 90.2878 414.657 196.318 181.856 466.005 75.373 111.659 24.2772 18.6044 65.0735 60.1286 54.3503 17.8179 13.1247 78.586 387.419 205.65 200.515 44.9356 21.5866 14.9148 6481.1 300.212 internal_count=44044 39905 253 42 4139 2206 2130 374 1756 824 759 1933 311 466 101 77 269 247 222 76 56 323 1610 850 829 184 88 63 39652 1253 is_linear=0 shrinkage=0.05 Tree=70 num_leaves=31 num_cat=0 split_feature=3 13 12 1 13 14 0 3 3 3 4 14 12 3 0 14 13 8 14 12 3 10 9 8 13 14 10 12 13 8 split_gain=4.30733 5.55477 5.79399 7.78312 4.78471 6.94488 4.43173 6.91179 5.63401 6.52867 6.41354 6.36389 5.53996 10.9087 4.0704 6.12243 3.74116 4.20706 7.00498 5.99413 4.22562 3.78465 7.99992 3.65629 5.98259 3.74224 7.69056 6.25117 3.43984 5.08656 threshold=7.354166666666667 52.500000000000007 38.435500000000012 0.13392857142857145 51.500000000000007 1175.0000000000002 3.5000000000000004 12.708333333333334 8.9500000000000011 8.6833333333333353 5.5000000000000009 1750.0000000000002 37.505000000000003 8.7638888888888911 8.5000000000000018 1550.0000000000002 55.750000000000007 0.35416666666666685 1850.0000000000002 37.258500000000005 9.6333333333333346 0.13392857142857145 0.23611111111111113 0.64583333333333359 55.750000000000007 2855.0000000000005 1.0000000180025095e-35 35.435500000000012 57.250000000000007 0.80208333333333348 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 3 4 5 -2 -3 8 9 23 12 -12 14 -14 -11 -16 -10 20 19 -19 21 -18 -23 25 -25 27 -27 -8 -1 -30 right_child=1 6 -4 -5 -6 -7 7 -9 16 10 11 -13 13 -15 15 -17 17 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.0016000815906572329 0.080267382446043922 -0.00034708016395284137 -0.034686053763546401 0.080563390182997907 -0.013316019405244614 0.0010024204478450973 -0.026437836011958499 0.080643363357096681 -0.035081523756807252 -0.040671606257464202 0.15513320828081387 0.027700973188235174 0.10983955450805483 -0.035212597367207978 -0.036140200065144547 0.073582780598828723 -0.015620570617119895 -0.0014506355799294248 -0.050979308809267855 0.070393839131510968 -0.033632076313667901 0.095401693168695401 -0.034472154879958188 0.058420641296455515 -0.0028770207029684062 0.078761239183292669 -0.025524003203951307 -0.0038917781607026311 -0.002426007130711508 0.033664685644877561 leaf_weight=3705.9330975189805 3.1826338768005398 2576.8826015889645 21.82145132124424 2.4988844320178023 101.40791954472661 20.977864108979702 43.2766372859478 2.2331684976816168 24.485200174152851 5.5714275278151089 1.6657009758055199 2.3789841383695602 3.200849372893571 2.1782611608505249 2.4343760646879673 2.6611545421183109 12.623581297695639 6.8541817702352983 3.5588797368109217 5.0365401208400726 23.970740094780922 2.6187228821218005 2.1668295413255692 5.4907769039273289 14.472017168998716 3.5482653975486746 3.5233317166566849 106.16209684684873 804.8289300352335 9.8826583325862867 leaf_count=17271 23 18315 294 20 1161 231 380 39 319 51 21 27 28 22 25 23 165 68 29 49 346 26 21 32 86 23 23 916 3966 44 internal_value=-2.20545e-05 -0.00148858 -0.010871 -0.00681314 -0.00855199 0.0114439 -0.000996343 -0.00696922 -0.00767332 -0.00309418 0.0239125 0.0801807 0.00972918 0.0511009 -0.0111337 0.0211629 -0.0187426 -0.0117029 0.0105614 0.0289805 -0.0200155 -0.0012667 0.0365967 -0.00616879 0.0139829 -0.00873913 0.0268025 -0.010421 0.000953397 -0.00198822 internal_weight=7527.53 3006.88 149.889 128.067 125.568 24.1605 2856.99 280.112 277.879 196.564 20.0908 4.04469 16.0461 5.37911 10.667 5.09553 81.3147 56.8295 15.4496 11.8907 41.3799 17.4091 4.78555 176.473 19.9628 156.51 7.0716 149.439 4520.64 814.712 internal_count=44044 22763 1729 1435 1415 254 21034 2719 2680 1657 197 48 149 50 99 48 1023 704 146 117 558 212 47 1460 118 1342 46 1296 21281 4010 is_linear=0 shrinkage=0.05 Tree=71 num_leaves=31 num_cat=0 split_feature=3 12 12 12 0 8 1 14 12 12 2 12 2 3 14 12 12 14 0 12 12 3 1 12 12 12 8 14 0 2 split_gain=4.05795 4.28125 3.94829 4.08134 6.51831 3.6547 3.53847 6.54084 5.45385 3.35884 6.60931 10.6613 5.79936 4.74258 4.27165 3.92113 7.14472 6.10383 5.33775 5.20066 4.72208 4.65634 6.0896 4.25934 3.99745 4.58894 3.61986 3.49641 7.87663 4.88469 threshold=4.3166666666666673 40.005000000000003 39.710000000000008 39.095000000000006 2.5000000000000004 -0.072916666666666616 0.2678571428571429 3185.0000000000005 32.780000000000008 35.036500000000011 0.61250000000000016 37.605000000000011 0.58571428571428574 3.5277777777777781 2050.0000000000005 37.587500000000006 35.805000000000007 1175.0000000000002 7.5000000000000009 35.605000000000011 35.305000000000007 3.0500000000000003 0.31666666666666671 36.705000000000005 35.935000000000009 36.005000000000003 -0.17708333333333334 1750.0000000000002 9.5000000000000018 0.61250000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -6 7 8 -1 27 11 14 13 -13 26 16 18 -18 19 20 -12 24 -23 -24 -19 -26 -11 29 -29 -8 right_child=-2 -3 -4 4 5 -7 9 -9 -10 10 15 12 -14 -15 -16 -17 17 21 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.026783595890532919 -0.00076798100992794079 -0.029142492968292428 0.036591238667234037 -0.026152409337622702 -0.028814060349186595 0.020916067325016763 0.013234512228458107 -0.046431559241797898 0.0034267500512107883 -0.048918134832926709 -0.017266234691111954 0.011467488087093599 -0.034388092854008907 0.066580110575460358 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161 67 22 25 33 293 21 39 27 64 128 23 31 42 24 450 296 564 54 523 internal_value=-2.19474e-05 0.00178514 0.00194253 0.00181231 -0.0118918 0.00966537 0.00215392 0.00361977 0.00385276 -0.000683982 -0.00364418 -0.0144512 0.0144329 0.0265475 -0.0232107 6.22916e-05 0.00302415 0.00972386 -0.00804144 -0.0114259 -0.00559241 0.0078498 0.02868 0.0431002 0.00399731 0.00139451 -0.0196471 0.00323252 0.00880913 -0.00179484 internal_weight=7525.04 2198.85 2187.72 2179.52 53.0085 21.1049 2126.52 1402.23 1395.73 724.287 412.505 105.346 24.5134 19.6399 80.8324 307.159 240.932 150.071 90.8611 84.2874 69.0538 145.061 22.6411 17.2932 122.419 113.039 73.7443 311.782 147.817 163.966 internal_count=44044 9293 9244 9209 233 90 8976 5863 5835 3113 1788 485 114 92 371 1303 1010 630 380 353 289 609 96 73 513 474 338 1325 618 707 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=31 num_cat=0 split_feature=13 13 8 11 9 3 13 8 13 12 12 14 8 8 1 8 3 8 9 8 12 12 0 9 11 3 9 11 1 14 split_gain=4.08032 6.25354 6.1418 7.75984 6.09322 6.52343 4.00939 7.00913 6.59509 9.19015 6.7996 8.77998 6.5362 4.92572 5.87134 5.49231 5.8293 7.65153 5.18005 5.79951 5.33792 6.11556 5.02098 4.68548 4.5101 4.44221 4.22458 4.0954 3.80008 4.23806 threshold=50.500000000000007 52.500000000000007 0.12499999999999997 0.23611111111111113 0.47222222222222227 4.2111111111111121 57.250000000000007 -0.67708333333333315 58.250000000000007 14.216500000000002 40.005000000000003 1750.0000000000002 -0.30208333333333326 0.42708333333333343 0.21111111111111114 -0.12499999999999997 3.8944444444444448 -0.17708333333333334 0.5634920634920636 0.45833333333333348 35.835000000000008 36.805000000000007 5.5000000000000009 0.64583333333333337 0.84166666666666679 5.0500000000000007 0.58571428571428574 1.0000000180025095e-35 1.0000000180025095e-35 1175.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -4 -5 -6 -3 -8 10 -10 13 -12 -11 15 18 16 17 -9 19 -15 -21 -22 -23 26 -19 -14 -18 28 29 -17 right_child=1 6 3 4 5 -7 7 8 9 12 11 -13 25 14 -16 27 23 24 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.022106857825856616 -0.0098757670238985365 0.00076029752104335348 -0.019254978863851607 0.064615872351463877 0.048077378497821156 -0.028804840667590138 -0.028065269019903943 0.0056358200586173364 -0.00063392660411725572 0.06889760596724237 0.064399859731097076 -0.01936926994935469 -0.012568943401945211 0.048408188971382021 -0.034992485891988057 0.041061305511874445 -0.0011698031176333927 0.082550267348778489 0.049167486391785073 -0.025928064244650308 0.047737628904546907 -0.04225953605445118 0.015260604656409466 -0.040484024857345889 0.019902316509260179 0.024494846230986297 0.037451163911556382 -0.0046138215542894465 -0.031799380664395381 -0.0119173210382322 leaf_weight=20.775373343378305 255.39661125466228 5905.2312388531864 11.293221268802883 8.5045797675848025 5.3347947597503644 5.7145841717720032 25.868712615221739 25.033410638570786 125.31995762139559 6.9516949355602256 8.1801927648484689 5.0646409913897505 10.053081125020979 7.5689068734645835 6.4908705577254286 3.9017942473292342 129.39159025251865 6.4644302725791913 9.3662935048341733 12.754168700426815 8.7033276520669478 5.6619728542864332 11.499222613871098 7.1833328008651725 5.1707896888256073 41.279092878103256 7.4906301498413077 700.28876199573278 24.510873466730118 116.07203727588058 leaf_count=126 2218 33723 92 41 22 25 199 107 652 36 69 54 44 44 32 32 859 27 39 77 47 36 59 33 21 258 34 4012 139 887 internal_value=-2.11387e-05 -8.24201e-05 -0.0073304 0.0137437 0.0328019 0.00831497 0.000205112 -0.00229704 -0.00177805 0.00699484 -0.0032413 0.0323677 0.023398 -0.00367497 0.0100054 -0.00450265 0.00340829 0.0212071 0.0152629 0.00838743 0.000543728 0.0135973 -0.00371695 -0.00112199 0.054709 0.0172361 0.000943659 -0.00619514 -0.0138595 -0.0101943 internal_weight=7522.52 7501.74 286.244 30.8472 19.554 11.0494 7215.5 1310.27 1284.4 183.604 1100.8 13.2448 58.2839 1087.55 62.0448 1025.51 180.734 36.6686 55.5539 46.1876 38.6187 25.8645 17.1612 144.066 11.6352 51.3322 136.882 844.773 144.485 119.974 internal_count=44044 43918 2398 180 88 47 41520 7797 7598 990 6608 123 338 6485 334 6151 1081 155 302 263 219 142 95 926 48 302 893 5070 1058 919 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=31 num_cat=0 split_feature=3 13 13 0 8 3 12 9 12 11 0 0 14 12 12 8 11 12 12 13 12 10 3 12 14 3 11 10 3 10 split_gain=3.71319 5.51571 5.8016 5.27303 5.1316 6.41836 4.72038 5.90325 4.80257 4.94524 5.41251 8.00648 5.88458 6.97697 5.22345 5.0957 4.77127 5.69277 5.52565 4.49469 6.3225 5.38421 5.2467 4.24869 4.85182 4.23378 3.80138 3.72975 3.67341 3.60694 threshold=3.4722222222222228 50.500000000000007 52.500000000000007 1.5000000000000002 0.12499999999999997 5.1055555555555561 37.835000000000008 0.73214285714285732 34.776500000000006 0.81666666666666676 6.5000000000000009 3.5000000000000004 1650.0000000000002 37.33850000000001 35.38150000000001 0.052083333333333377 0.64583333333333337 37.736500000000007 35.753000000000007 54.500000000000007 34.405000000000008 0.73214285714285732 3.3541666666666674 35.38150000000001 2050.0000000000005 3.8166666666666669 0.73214285714285732 0.95000000000000007 3.0500000000000003 0.47222222222222227 decision_type=2 2 2 2 2 2 2 2 2 2 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 23 25 29 7 8 19 10 11 12 -10 -14 -11 -16 18 28 -9 20 -5 22 -21 -1 -25 -3 -23 -26 -18 -6 right_child=1 2 -4 6 5 -7 -8 16 9 14 -12 -13 13 -15 15 -17 17 -19 -20 21 -22 26 -24 24 27 -27 -28 -29 -30 -31 leaf_value=0.0031033338268076044 0.027604676939818676 -0.060209126487833144 -0.00030422206689909346 0.076462054574308727 0.074294723605485266 -0.0056832766895814268 0.014149179962178916 0.0070554724604036338 -0.027574166146144993 -0.018482919457792315 -0.029350884817954528 0.015295019405725916 -0.010121113307289278 0.04701006831295157 0.024899095277533947 -0.01906392016658533 0.0049896221946697577 -0.040904102421666103 0.050815440969292316 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-0.000624467 0.00233406 -0.00800773 0.0122137 0.00470701 0.00326047 -0.00216824 -0.00668613 -0.0115836 -0.00627403 -0.0146773 -0.000323874 0.00601583 0.015654 0.00688897 0.00552874 0.0264168 0.00668573 0.036551 0.0029756 -0.00239429 -0.00172281 -0.00607777 -0.0104956 0.0307642 -0.0329624 0.00625882 0.0443064 internal_weight=7520.93 6151.56 6134.2 1369.37 255.007 27.9369 863.998 749.218 300.152 198.741 143.437 110.434 79.4723 37.6123 55.3043 39.6898 449.066 419.823 29.243 101.411 11.206 90.2048 75.5965 505.371 265.654 227.07 14.6083 15.7846 413.324 10.0018 internal_count=44044 38335 38224 5709 2274 168 3606 3119 1266 838 611 473 342 160 227 163 1853 1733 120 428 47 381 321 2103 1117 2106 60 70 1706 42 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=31 num_cat=0 split_feature=11 3 12 14 13 12 3 3 14 13 0 13 13 8 13 11 3 14 12 3 10 11 3 8 12 3 3 2 8 10 split_gain=3.60579 5.09564 3.66103 3.54464 3.77823 3.67041 7.34044 5.37463 5.13302 4.73601 5.39058 4.87607 3.96098 3.94556 3.81305 4.79959 4.15681 4.8364 5.56264 3.77887 3.69779 7.69839 5.60381 5.44025 4.58796 4.76675 3.63397 6.3033 4.39532 3.71639 threshold=1.0000000180025095e-35 10.732142857142859 41.112500000000004 1750.0000000000002 50.500000000000007 35.036500000000011 13.267857142857144 2.7638888888888893 2885.0000000000005 54.500000000000007 3.5000000000000004 57.250000000000007 55.750000000000007 -0.64583333333333315 58.750000000000007 0.94444444444444453 4.6125000000000007 2050.0000000000005 35.195000000000007 2.6125000000000003 1.0000000180025095e-35 0.23611111111111113 6.3166666666666673 0.22916666666666671 38.005000000000003 5.1833333333333345 2.6125000000000003 0.73214285714285732 0.041666666666666581 0.47222222222222227 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 12 9 10 -7 -11 -5 -13 15 16 -15 18 -18 -14 -12 22 -22 -23 25 -25 -17 28 -28 -30 right_child=3 -3 -4 5 -6 6 -8 -9 -10 11 20 13 19 14 -16 26 17 -19 -20 -21 21 23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.0017751310297869161 0.026588314840425911 -0.014093133075339798 0.042325724099424422 0.022620005708732432 -0.00069655677479664078 0.00074725416139833386 -0.028018208169457427 0.0024735526777626723 -0.033608674697569445 0.003655123807848638 -0.041202715387386811 -0.044135438966427548 0.0039006241281651284 0.0079121384777571229 0.033544770586009486 -0.05310665945455785 -0.056501071297245659 -0.026494398825750127 0.0015674366812996863 0.042119556470725954 0.088430139124695245 -0.024400349428525453 -0.0036220214173256216 -0.036129572883150031 0.047389103076273302 0.022435252312847601 -0.036727952868875181 0.034531769692271896 0.041756934842355424 -0.022835092753592925 leaf_weight=1155.9657277576625 12.734381660819052 87.727080069482327 4.7252119258046141 57.915324315428734 3464.7389182150364 121.43721802905202 23.021562568843365 1232.7301042154431 10.973467804491518 911.65235163271427 12.013688705861567 6.0834409706294528 99.771989449858665 76.206132441759109 6.7999541386961928 6.8907670825719824 4.3535013012588015 25.248251117765903 78.301800481975079 6.9159414917230597 3.1516402512788764 52.98162778839469 3.4776497296988964 7.2535251379013079 5.0918082296848288 6.668915182352066 18.941322296857837 5.7274546772241584 3.9846761226654035 5.0482078045606613 leaf_count=7419 66 1278 33 237 19954 800 342 6782 73 4777 111 46 413 336 43 29 24 179 541 29 16 246 27 31 23 33 90 24 20 22 internal_value=-1.98779e-05 -0.0024738 -0.00159559 0.000468714 -0.000596641 0.00179532 -1.86669e-05 0.00360668 0.000451055 0.000725608 -0.00613964 0.0019925 0.0120928 -0.00438727 -0.00334276 -0.00445905 -0.0010278 -0.00734157 -0.00149106 0.00637813 -0.0153666 -0.011419 0.0401406 -0.0161665 0.00677641 -0.00807674 -0.0200217 -0.0132571 -0.0230414 0.00565839 internal_weight=7518.53 1248.42 1160.69 6270.12 3477.47 2792.64 1395.31 1397.33 1372.29 1361.31 212.076 1149.24 164.603 237.586 231.502 224.702 184.11 107.904 82.6553 106.688 90.6389 78.6252 6.62929 71.9959 19.0142 13.9224 40.5924 33.7017 27.9742 9.03288 internal_count=44044 8730 7452 35314 20020 15294 7833 7461 7491 7418 1287 6131 679 1354 1308 1265 1080 744 565 442 487 376 43 333 87 64 185 156 132 42 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=31 num_cat=0 split_feature=4 0 12 13 13 3 3 1 13 14 8 3 12 12 8 12 12 13 14 13 13 14 12 4 0 1 10 12 13 10 split_gain=3.42858 6.7509 5.16097 4.7654 4.65892 5.86481 4.22753 4.11279 4.39533 10.1336 7.52863 4.5664 10.7454 7.84052 5.5953 4.53761 6.03039 4.10194 4.53346 7.96278 4.28444 4.27673 4.1121 4.08392 4.07037 5.32823 4.15539 3.93519 4.80829 3.92748 threshold=4.5000000000000009 4.5000000000000009 36.035000000000004 51.500000000000007 52.500000000000007 6.2111111111111121 15.833333333333334 1.0000000180025095e-35 54.500000000000007 1850.0000000000002 -0.42708333333333326 4.4722222222222232 36.853000000000009 34.605000000000011 0.80208333333333348 34.995000000000012 36.805000000000007 53.500000000000007 2150.0000000000005 56.250000000000007 60.500000000000007 2350.0000000000005 34.205000000000005 5.5000000000000009 7.5000000000000009 0.31666666666666671 0.88194444444444453 36.346500000000013 55.750000000000007 0.38750000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 -2 5 23 -7 8 9 10 -1 13 14 -12 -13 -15 -17 21 -19 22 24 -9 -20 -4 25 -21 -26 -24 -29 -11 right_child=1 -3 4 -5 -6 6 -8 17 -10 29 11 12 -14 15 -16 16 -18 18 19 20 -22 -23 27 -25 26 -27 -28 28 -30 -31 leaf_value=-0.04545958003890032 0.025993443329520267 -0.018228660195847395 -0.013431089457057805 1.9952144554082078e-05 -0.0034073477661730406 -0.028934995961960537 0.044736038514878777 0.0077681785862623491 0.0032846540683905846 -0.036388301467221093 0.025746827795789698 -0.0081686078728257765 0.021635645829297938 -0.045152046444233068 0.05227229706998935 0.0071527698182929193 -0.019833624138299796 -0.0022537406683323809 -0.02263051268341057 -0.040254687792093527 0.032657680129736369 -0.041058934305088335 0.02501361539702944 0.05456209573980865 -0.0011911552315483959 -0.0056073953041239485 0.040821571668781392 -0.024022023997975345 0.033592259479726681 -0.0081646241016438397 leaf_weight=8.523029047995804 17.792685192078352 57.524465575814247 4.6666364967823011 2359.7342200763524 727.30417685583234 44.022062372416258 2.0374251790344706 174.6411657333374 1925.5356044732034 27.544025022536516 16.976935192942619 73.731567744165659 73.473621096462011 8.9040607064962369 4.0388936996459952 37.856214553117752 45.68173223733902 1674.5761949792504 6.1408419609069815 15.219379007816313 7.752257525920867 4.6028554588556281 67.331475287675858 4.1925230771303177 40.779671359807253 40.961435876786709 6.8783103078603736 9.8626738190650922 5.7225260436534873 22.310008674860001 leaf_count=69 164 753 25 15031 6866 595 35 835 9191 164 71 414 404 37 23 157 191 7971 26 78 33 24 290 24 192 185 29 46 26 95 internal_value=-1.93508e-05 -0.00125378 -0.000944746 0.00021433 -0.0044677 -0.0185102 -0.0256762 0.000904459 0.00238403 -0.00305163 0.000783258 0.00229528 0.00792419 -0.00548526 -0.0050297 -0.011221 -0.00760442 -0.000712018 -0.00140275 0.00569944 -0.00319881 0.00651433 0.0168492 0.0187461 -0.00587574 -0.0149933 0.0048724 0.019773 -0.00286739 -0.023758 internal_weight=7516.32 3217.27 3159.75 2377.53 782.223 54.9186 46.0595 4299.04 2244.58 319.04 269.186 260.663 151.244 109.419 77.7705 92.442 83.5379 2054.47 1875.22 200.649 111.591 179.244 89.0575 8.85916 103.839 56.1808 47.658 82.9167 15.5852 49.854 internal_count=44044 23493 22740 15195 7545 679 630 20551 10816 1625 1366 1297 841 456 437 385 348 9735 8876 905 517 859 388 49 484 263 221 362 72 259 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=31 num_cat=0 split_feature=3 12 12 8 0 15 14 13 11 14 12 13 12 3 13 12 12 0 9 11 14 12 12 12 3 13 10 9 13 3 split_gain=3.17837 4.87503 7.80469 4.70303 4.89738 4.34379 5.35968 4.9174 7.19107 9.5659 7.36858 7.13889 5.29072 4.38675 3.78244 5.24178 3.59025 12.518 3.57739 4.89064 3.1019 8.52867 5.15805 5.4015 6.11438 5.37367 3.70889 5.09802 4.43739 3.27191 threshold=7.354166666666667 38.555000000000007 38.753000000000007 0.80208333333333348 2.5000000000000004 1.0000000180025095e-35 1650.0000000000002 54.500000000000007 1.0000000180025095e-35 1350.0000000000002 39.255000000000003 55.750000000000007 39.568500000000007 11.950000000000001 55.750000000000007 42.550000000000004 38.505000000000003 2.5000000000000004 1.0000000180025095e-35 0.47222222222222227 1075.0000000000002 36.184500000000007 38.465000000000011 37.495000000000012 6.6125000000000007 55.750000000000007 0.95000000000000007 0.58571428571428574 56.750000000000007 4.6125000000000007 decision_type=2 2 2 2 2 2 2 2 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 16 -3 4 5 6 7 -4 9 13 -10 -11 -12 -9 -14 -16 -2 -18 -8 -20 21 26 23 24 25 -23 27 28 -1 -27 right_child=1 2 3 -5 -6 -7 18 8 10 11 12 -13 14 -15 15 -17 17 -19 19 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.030219324599002978 -0.00075478042351913939 -0.031582813027538695 -0.011615679223934604 0.068298001878099243 -0.017285435114030825 -0.015883058514492985 -0.009218503344925761 0.1689733119887401 -0.034430008419182451 0.085712620762546987 0.086840781897831842 -0.026126782041591086 -0.011461220382154427 0.062162673595674824 0.017135100577111016 0.096916295452876555 -0.037800554183561499 0.11218137292060384 0.068994962674827714 -0.021143206973412047 0.00063991292716883343 0.039827750162001789 0.073605642715061065 -0.0072075058582460778 0.082467680467368853 0.018815827603074948 -0.039827818261906227 0.042100959295567258 0.023267995957692651 -0.033929870864688384 leaf_weight=12.122481808066377 2740.6866878755391 30.690775204449892 12.455144397914408 2.1867607757449141 61.909616865217686 35.95571555942297 60.238035399466753 2.1990563049912439 6.589125361293557 2.474521093070507 3.0459327176213291 3.3701603263616562 7.7298950403928783 1.7078558579087255 10.625626489520071 2.5536023378372184 2.7017854228615752 2.8680578768253326 3.5494851246476165 2.6123617440462112 4434.9950078651309 15.553788721561434 4.579409033060073 14.605583265423773 4.6533490717411032 6.5601267665624601 7.8883586674928656 5.4624153375625601 5.7013066858053199 5.3280843496322632 leaf_count=61 19881 346 162 15 673 440 710 19 73 29 34 41 83 24 109 20 30 25 35 14 20898 68 21 69 25 28 33 23 28 27 internal_value=-1.89361e-05 -0.00128167 -0.00796773 -0.00466136 -0.00539653 -0.000651166 0.00394531 0.0158429 0.0243302 0.0617123 0.0123955 0.0212238 0.0252754 0.122282 0.0163069 0.0325935 -0.000673281 0.0394291 -0.00550666 0.0307802 0.000818561 0.0104275 0.0229655 0.0179998 0.0294708 0.0204841 -0.0101967 -0.000158991 -0.0131103 -0.00482385 internal_weight=7513.6 2996.15 249.894 219.203 217.016 155.107 119.151 52.7509 40.2958 9.75159 30.5442 5.84468 23.9551 3.90691 20.9091 13.1792 2746.26 5.56984 66.3999 6.16185 4517.45 82.4549 51.2803 46.7009 32.0953 27.442 31.1746 23.2862 17.8238 11.8882 internal_count=44044 22763 2827 2481 2466 1793 1353 594 432 113 319 70 246 43 212 129 19936 55 759 49 21281 383 238 217 148 123 145 112 89 55 is_linear=0 shrinkage=0.05 Tree=77 num_leaves=31 num_cat=0 split_feature=11 3 12 14 12 3 3 14 13 0 13 8 13 13 11 3 12 0 9 2 9 10 11 8 3 12 12 3 3 2 split_gain=3.18052 4.52165 3.28767 3.21142 3.26513 6.66694 4.78045 4.77539 4.09049 4.96667 4.33834 3.71753 3.56702 3.42299 4.312 3.93147 7.63631 3.81433 3.89919 3.64913 4.94449 3.40208 6.89913 4.87275 4.79237 4.01515 4.49067 3.33625 3.31216 5.67483 threshold=1.0000000180025095e-35 10.732142857142859 41.112500000000004 1750.0000000000002 35.036500000000011 13.267857142857144 2.7638888888888893 2885.0000000000005 54.500000000000007 3.5000000000000004 57.250000000000007 -0.67708333333333315 55.750000000000007 58.750000000000007 0.94444444444444453 3.3166666666666669 35.835000000000008 1.5000000000000002 0.73214285714285732 0.64583333333333337 0.58571428571428574 1.0000000180025095e-35 0.23611111111111113 0.22916666666666671 6.3166666666666673 38.005000000000003 36.561000000000007 2.6125000000000003 2.6125000000000003 0.73214285714285732 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 12 8 9 -6 -10 -12 -5 14 15 16 -13 -18 -19 20 -17 -11 24 -24 -23 26 -25 -14 -16 -30 right_child=3 -3 -4 4 5 -7 -8 -9 10 21 11 13 27 -15 28 19 17 18 -20 -21 -22 22 23 25 -26 -27 -28 -29 29 -31 leaf_value=-0.001676709464587191 -0.00057466431514053141 -0.013367310797217345 0.039700985217776728 0.021409349582200202 0.00090730792976180833 -0.027100637776798171 0.0023419953840647721 -0.032680808358858331 0.0034351241578354768 -0.039908870437787354 -0.048522645929506787 -0.030039037918945823 0.0036625232943524968 0.031409148349544037 -0.050867755441200646 -0.005426619417437762 0.0061386233682271087 0.015216932026333113 0.069218578615884402 -0.043749630001414803 0.030371200427388608 0.080942558998431641 -0.023271306811842217 0.017508417551348514 -0.0034494530210884564 0.043826063078191056 -0.03966614892668141 0.039567373178419241 -0.022042816340573056 0.032492366173557441 leaf_weight=1154.0568477585912 3475.1117235198617 86.310884281992912 4.8206473886966696 57.875749140977859 121.11335343495011 22.347102887928486 1233.8610062226653 10.802986234426497 912.10248804464936 11.571821462363003 4.6300066597759715 7.279292285442355 99.727266073226929 6.9019738510251036 6.8342856466770163 137.16954449936748 10.820592269301416 5.8826566934585554 7.7419696152210236 5.6800825893878928 10.375668600201605 3.2693132758140555 52.569641571491957 7.7716671526432055 3.4653461948037148 5.1740956455469123 6.1537397801876068 6.918661728501319 27.777141660451889 5.7592862695455542 leaf_count=7419 20020 1278 33 237 800 342 6782 73 4777 111 37 31 413 43 29 882 49 25 32 25 45 16 246 36 27 23 28 29 132 24 internal_value=-1.88028e-05 -0.00232686 -0.00150459 0.000439807 0.00170268 -1.05004e-05 0.0034095 0.000431114 0.000694126 -0.00570322 0.00186946 -0.00415979 0.0114154 -0.00327529 -0.00433773 -0.00110615 0.0149148 0.0283011 0.0459025 -0.00442321 -0.00290925 -0.0146015 -0.0108663 -0.0154129 0.0375183 0.00621664 -0.00775744 0.00599185 -0.0191425 -0.0126774 internal_weight=7511.88 1245.19 1158.88 6266.69 2791.58 1393.19 1398.38 1370.85 1360.04 211.089 1148.95 236.853 164.522 232.222 225.321 184.95 31.7245 24.4452 13.6246 153.225 147.545 89.9756 78.4038 71.6691 6.73466 19.0995 13.9254 106.646 40.3707 33.5364 internal_count=44044 8730 7452 35314 15294 7833 7461 7491 7418 1287 6131 1354 679 1317 1274 1089 137 106 57 952 927 487 376 333 43 87 64 442 185 156 is_linear=0 shrinkage=0.05 Tree=78 num_leaves=31 num_cat=0 split_feature=13 13 8 11 9 3 13 8 12 14 13 12 8 8 11 12 8 9 12 8 3 8 15 12 9 3 12 14 4 11 split_gain=2.90795 4.8061 4.8457 6.27536 4.90571 5.82247 3.30235 6.08511 5.59179 6.78881 5.83874 8.17482 5.62711 4.41704 5.62525 6.63139 6.16755 6.84253 5.45929 5.05838 4.95256 6.86311 4.63069 11.1306 4.30292 4.1474 4.10423 3.97533 3.85422 3.78527 threshold=50.500000000000007 52.500000000000007 0.12499999999999997 0.23611111111111113 0.47222222222222227 4.2111111111111121 57.250000000000007 -0.67708333333333315 40.005000000000003 1750.0000000000002 58.250000000000007 14.216500000000002 -0.30208333333333326 0.42708333333333343 0.58571428571428574 37.205000000000005 0.45833333333333348 0.5634920634920636 35.077500000000008 -0.12499999999999997 3.8944444444444448 -0.17708333333333334 1.0000000180025095e-35 36.653000000000006 0.64583333333333337 5.0500000000000007 37.635500000000008 2885.0000000000005 4.5000000000000009 0.84166666666666679 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -4 -5 -6 -3 -8 10 -10 13 -12 -13 19 16 18 -15 22 -16 20 21 -9 23 -18 -22 -14 27 -27 -29 -23 right_child=1 6 3 4 5 -7 7 8 9 -11 11 12 25 14 15 -17 17 -19 -20 -21 24 29 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.018442976378859815 -0.0087721250748116972 0.00068325804857117221 -0.018026733217373036 0.056952217287283252 0.044280461015934684 -0.028323776680720971 -0.026511156702410478 0.0050538216942910795 0.057600464892040952 -0.013420426754117904 -0.00091034771916613337 0.063412094524167462 -0.012812867008778851 0.059714721070621479 -0.037848094926597402 -0.066236464802454695 0.081626750710089985 0.071605397951363017 0.031648788330751756 -0.0057828813538825319 0.0012251657604020897 0.07674098596715416 -0.019360377485174607 -0.0035210900450468757 -0.038796768490121793 0.045438711065617254 -0.02350595597668724 0.028188719523635431 -0.019780393017034575 0.019482544497392222 leaf_weight=21.270345669239759 251.10024430602789 5901.1633628606796 11.01842335611582 8.7743577957153338 5.3607508391141874 5.6947831213474274 25.031052935868502 25.036519691348076 8.56180442124605 5.5433830916881552 125.38259038329124 7.1186134219169608 10.05745956301689 7.6133657544851294 4.6521607786417025 4.6234953105449668 5.1606224402785328 4.0761817395687094 7.1981377452611923 840.36169667541981 136.34647575393319 6.5313007086515409 13.72535005956888 14.975748855620621 7.0638878196477881 17.720013163983822 4.249685324728488 12.832928836345674 6.2157291173934928 5.1721721738576889 leaf_count=126 2218 33723 92 41 22 25 199 107 69 60 652 36 44 44 21 21 29 17 31 5070 893 27 86 85 33 109 37 59 47 21 internal_value=-1.82409e-05 -7.06791e-05 -0.00647462 0.0122267 0.0290369 0.00688151 0.000179873 -0.00209598 -0.00161861 0.029689 -0.00196739 0.00627789 0.0217653 -0.00336563 0.00958944 -0.0154492 0.0186448 0.0104029 0.00436587 -0.00415302 0.00344993 0.019829 0.00303546 0.0183009 -0.000746173 0.0159608 0.0230159 0.0283929 0.012536 0.0514365 internal_weight=7509.63 7488.36 281.949 30.8483 19.8299 11.0555 7206.41 1305.25 1280.22 14.1052 1266.11 183.577 58.1944 1082.54 62.0251 16.4738 45.5513 37.9379 11.8503 1020.51 180.15 36.74 33.8617 20.1364 143.41 51.0758 41.0184 36.7687 19.0487 11.7035 internal_count=44044 43918 2398 180 88 47 41520 7797 7598 129 7469 984 332 6485 334 73 261 217 52 6151 1081 155 200 114 926 296 252 215 106 48 is_linear=0 shrinkage=0.05 Tree=79 num_leaves=31 num_cat=0 split_feature=11 3 12 12 8 12 14 11 12 12 13 9 1 10 8 12 2 10 12 12 4 12 10 2 2 3 2 1 0 2 split_gain=2.87999 4.21031 3.77639 3.7188 3.17358 3.09147 2.90661 3.09779 5.49981 5.9241 6.85244 5.59754 5.26645 6.25914 5.79236 4.97057 4.48042 7.70647 5.49804 5.66596 4.40146 4.71562 6.65371 5.93418 5.23809 5.85947 7.39315 5.39552 4.62671 6.72431 threshold=1.0000000180025095e-35 11.211111111111112 35.335000000000008 41.112500000000004 -0.97916666666666652 35.505000000000003 1750.0000000000002 0.94444444444444453 34.895000000000003 37.705000000000005 56.750000000000007 0.47222222222222227 0.10555555555555557 0.85357142857142865 0.052083333333333377 37.141500000000008 0.84523809523809534 0.38750000000000007 37.235000000000007 37.553500000000007 2.5000000000000004 36.942000000000007 0.64583333333333337 0.76388888888888895 0.35416666666666669 4.2111111111111121 0.5634920634920636 0.2678571428571429 6.5000000000000009 0.41428571428571431 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -2 -9 15 12 -12 14 -14 -11 20 17 -17 -19 -20 21 24 -23 -24 -10 -26 28 -28 -27 -30 right_child=6 2 5 -5 -6 -7 -8 8 9 10 11 -13 13 -15 -16 16 -18 18 19 -21 -22 22 23 -25 25 26 27 -29 29 -31 leaf_value=0.037927432010328471 -0.0011787551869363146 -0.03946005163099485 0.05484769091928992 0.03800466094153767 -0.0019270472864644636 -0.011221569794292148 0.0016197929860281052 -0.0056091925871721892 0.035336092214602453 -0.012706632791612514 0.056494353850770118 0.0033724457211345565 -0.046988440564499363 0.0066996690030841945 0.034845283696840666 -0.014527890882523712 0.0036675829057740521 0.085714547043391182 0.015636426527644545 0.072228415744637731 -0.0084375984686393228 -0.058912237995939899 0.048061955421236181 -0.024604590081826961 0.014239740275564836 -0.013468400473625462 -0.060678397932880192 0.0050213104015558278 -0.023530801618539685 0.0504265513698295 leaf_weight=5.0163870602846137 2946.2522657439113 12.585252843797205 1.8414161652326573 5.9099814370274535 1171.7754013165832 46.000993132591248 2791.3458446003497 137.65326511859894 20.955002143979073 28.688767917454243 6.3813611641526249 22.247344136238098 18.654315993189815 7.6570712924003592 8.2445292770862562 6.5212955251336089 18.491261169314384 6.5981063246727016 14.190439671278002 6.4255887418985358 41.241977423429489 5.8453644439578083 4.9284995198249799 6.5346010774374008 124.45831230282784 13.672980651259422 8.867849722504614 4.825416922569274 4.4781342595815667 9.7980558127164823 leaf_count=38 17738 178 29 42 7666 777 15294 594 103 122 31 98 89 33 35 32 77 28 60 27 178 27 20 27 515 63 38 22 20 43 internal_value=-1.78224e-05 -0.0022162 -0.0150895 -0.00155847 -0.00175716 -0.00867862 0.000418392 -0.000547037 0.00298225 0.00601694 -0.00508257 0.0152134 -0.0142698 -0.0313643 -0.00209174 0.00944085 0.0234483 0.0342907 0.045989 0.033275 0.00646224 0.00946912 -0.0154994 0.00663801 0.0117795 0.00880762 -0.00742757 -0.0375263 0.00731882 0.0272277 internal_weight=7508.09 1243.13 60.4277 1182.7 1176.79 47.8424 6264.96 3473.61 527.36 389.706 91.8734 28.6287 63.2447 26.3114 36.9333 297.833 52.2267 33.7354 27.2141 20.616 245.606 204.364 17.3085 11.4631 187.056 166.101 41.6424 13.6933 27.9492 14.2762 internal_count=44044 8730 984 7746 7704 806 35314 20020 2282 1688 408 129 279 122 157 1280 224 147 115 87 1056 878 74 47 804 701 186 60 126 63 is_linear=0 shrinkage=0.05 Tree=80 num_leaves=31 num_cat=0 split_feature=10 2 14 12 0 8 12 13 15 14 12 14 14 11 1 12 14 12 1 12 12 14 11 3 12 13 4 1 13 12 split_gain=2.68922 4.08624 6.66491 4.1537 3.36854 7.82021 7.67367 6.48534 5.86241 5.53226 9.46568 5.21318 4.95982 4.7 4.51602 4.49139 4.26522 5.46355 5.41712 4.11006 3.74213 5.00069 3.68465 3.44876 5.85479 3.31607 3.81858 3.31255 3.10525 5.42365 threshold=0.86607142857142871 0.88194444444444453 1550.0000000000002 37.081500000000005 2.5000000000000004 0.052083333333333377 38.555000000000007 56.250000000000007 1.0000000180025095e-35 1750.0000000000002 34.441500000000005 2350.0000000000005 1450.0000000000002 0.94444444444444453 0.47222222222222227 34.681500000000007 2150.0000000000005 35.781500000000008 0.31666666666666671 34.581500000000005 38.235000000000007 1350.0000000000002 0.81666666666666676 5.6125000000000007 37.461000000000006 57.750000000000007 2.5000000000000004 0.15476190476190479 57.250000000000007 37.184500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 7 6 8 9 22 20 -11 12 -7 28 19 -12 -10 18 -18 -15 -2 -22 23 24 -6 26 -21 -13 -9 -30 right_child=4 2 -4 -5 5 11 -8 13 16 10 15 27 -14 14 -16 -17 17 -19 -20 25 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00026337388959666723 -0.0026228056833063115 0.055616791146261314 -0.020929245346943084 -0.0089816713212018447 0.01789652580402154 0.0059161270405079375 -0.023757313926528703 -0.020070438926845714 0.002629937032044585 0.027047699728940219 -0.025835456492627064 0.048421276293854947 -0.020457955410814112 0.038922285744606731 -0.015518306084995548 0.0057859406299318253 -0.012265012991365148 0.070496349371534775 0.042206376035614696 0.031315863170977003 0.056494659356061863 0.0050646251614877161 0.032833661753799336 0.043496089380772221 -0.050762291820787835 -0.018428983680086736 -0.0081081841485370672 0.00089205126240348884 -0.012212313118424259 0.025325508694972548 leaf_weight=6470.1163032986224 265.11812829971313 5.0684603005647642 49.54066701233387 4.8886185437440872 9.0462377071380633 28.741234943270683 13.454801119863985 68.659195482730865 83.595225617289543 57.701837912201881 12.248793527483938 6.5833124071359626 46.937313139438629 10.917417198419569 21.734466135501862 134.93881541490555 9.636929810047155 5.4664703607559195 8.6711106747388822 14.091974228620529 6.1794793456792858 20.101004034280777 54.641551643610001 4.8132055327296248 4.7276811301708213 11.381822153925894 10.887635335326195 8.2723519355058652 46.09134466946125 12.161641240119932 leaf_count=39696 1108 21 211 21 38 118 61 289 350 236 50 28 195 45 95 564 41 23 35 58 26 88 227 22 20 48 45 35 197 53 internal_value=-1.72808e-05 -0.000383319 -0.0134268 0.0239009 0.00242957 0.00700888 0.0126702 0.000546897 0.0153841 0.00358775 0.00988336 -0.00512572 -0.0104416 -0.00715571 0.00334597 0.00315444 0.00794447 0.0266313 0.0135339 0.012018 -0.000838857 0.0171577 0.0262922 0.00706209 -0.00566953 0.00394011 0.0141325 0.0219547 -0.0128664 -0.00437544 internal_weight=7506.42 6529.61 59.4977 9.95708 976.801 284.587 194.053 692.214 180.598 496.288 204.889 90.5342 75.6785 195.925 69.0133 147.188 107.37 23.7745 18.308 47.2788 291.399 26.2805 73.2287 18.5871 13.7739 36.3614 24.9796 14.8557 126.912 58.253 internal_count=44044 39949 253 42 4095 1193 817 2902 756 2072 850 376 313 830 291 614 449 99 76 196 1222 114 307 80 58 151 103 63 539 250 is_linear=0 shrinkage=0.05 Tree=81 num_leaves=31 num_cat=0 split_feature=13 13 8 11 9 3 13 8 12 14 13 12 8 8 1 8 3 8 9 11 8 15 12 9 12 14 2 9 8 8 split_gain=2.62826 4.31736 4.35949 5.59862 4.24552 5.17969 2.98946 5.62511 4.95667 5.89448 5.18184 7.21284 4.88668 4.00539 5.14154 4.52969 4.35637 6.1255 4.32555 4.92569 5.71391 4.34913 10.3165 3.9365 3.86804 3.94667 3.91494 3.69166 3.54648 3.90646 threshold=50.500000000000007 52.500000000000007 0.12499999999999997 0.23611111111111113 0.47222222222222227 4.2111111111111121 57.250000000000007 -0.67708333333333315 40.005000000000003 1750.0000000000002 58.250000000000007 14.216500000000002 -0.30208333333333326 0.42708333333333343 0.21111111111111114 -0.12499999999999997 3.8944444444444448 -0.17708333333333334 0.5634920634920636 0.73214285714285732 0.45833333333333348 1.0000000180025095e-35 36.805000000000007 0.64583333333333337 36.441500000000005 2885.0000000000005 0.29285714285714287 0.58571428571428574 0.60416666666666685 0.14583333333333334 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -4 -5 -6 -3 -8 10 -10 13 -12 -13 15 18 16 17 -9 19 20 -15 22 -22 27 25 -14 -26 -18 29 -27 right_child=1 6 3 4 5 -7 7 8 9 -11 11 12 24 14 -16 -17 23 -19 -20 -21 21 -23 -24 -25 26 28 -28 -29 -30 -31 leaf_value=0.017482147127422434 -0.0083435523154650939 0.00064908729619683942 -0.017246995817284994 0.05298963039614496 0.041725990127065953 -0.026871877910709753 -0.025676116243747712 0.0046241300823005394 0.052951504047319214 -0.012994764092688555 -0.00088168390846431037 0.058751549464121991 0.039609999138599909 0.054446423327641151 -0.033420067380669598 -0.0054933185542063341 -0.0008180478129563494 0.048378692689840713 0.044910035693010782 -0.034901934260255008 0.071833866266764787 -0.018193803906968248 -0.0043212990898963974 -0.037373928052598634 0.01150702670288186 0.00018155286467898347 -0.05048008885424269 0.035084699967032923 -0.032579018129313152 0.048342200089300125 leaf_weight=21.39736320823431 249.61185604333878 5900.2897254936397 10.885858260095121 8.915907949209215 5.3706359267234784 5.6434624791145325 24.607684150338173 25.062133193016052 8.8461192622780782 5.4922907203435889 125.31828827410936 7.266407683491706 17.883986279368401 7.1677803546190253 6.370831072330474 837.64855325222015 128.80322275310755 11.748797118663786 9.4056219607591611 5.9135290384292594 6.4326813519001034 12.418793119490145 14.40680795535445 6.9595086723566046 6.8754684925079328 11.491942189633852 4.0462208837270737 7.581326723098754 4.3208766132593146 6.6453411877155295 leaf_count=126 2218 33723 92 41 22 25 199 107 69 60 652 36 101 41 32 5070 859 48 39 27 34 79 82 33 56 68 20 34 19 32 internal_value=-1.64702e-05 -6.65039e-05 -0.00615311 0.0115897 0.0273404 0.00657745 0.00017046 -0.00199735 -0.00154146 0.027691 -0.00187312 0.00588656 0.020378 -0.00319415 0.00913198 -0.00394641 0.00324609 0.0185891 0.013995 0.00772017 0.0139549 0.00522827 0.0191861 -0.000694014 0.0149387 0.0220849 -0.0114577 0.00117771 0.0081292 0.0178272 internal_weight=7504.83 7483.43 280.428 30.8159 19.93 11.0141 7203 1302.71 1278.11 14.3384 1263.77 183.849 58.5302 1079.92 62.116 1017.8 180.155 36.8109 55.7452 46.3396 40.4261 33.2583 20.8395 143.344 51.2638 40.3421 10.9217 136.385 22.4582 18.1373 internal_count=44044 43918 2398 180 88 47 41520 7797 7598 129 7469 984 332 6485 334 6151 1081 155 302 263 236 195 116 926 296 220 76 893 119 100 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=31 num_cat=0 split_feature=11 4 0 3 12 14 10 13 12 14 12 13 8 12 2 0 12 12 14 3 12 14 12 14 3 13 14 14 14 12 split_gain=2.57274 4.03347 5.0034 5.18846 3.68152 9.81572 5.26096 4.89718 4.85118 7.60866 8.88056 4.95541 4.25713 3.62269 3.34542 3.09278 3.04546 4.89024 5.03619 4.37823 3.94807 3.10244 3.08364 3.0827 2.99956 2.87039 4.07804 3.22955 2.93576 3.41896 threshold=1.0000000180025095e-35 6.5000000000000009 1.5000000000000002 8.6125000000000025 38.195000000000007 1350.0000000000002 0.73214285714285732 54.500000000000007 37.805000000000007 1550.0000000000002 37.876500000000007 56.750000000000007 -0.083333333333333412 37.905000000000008 0.13392857142857145 1.5000000000000002 36.681500000000007 41.112500000000004 1850.0000000000002 10.950000000000001 35.195000000000007 1950.0000000000002 41.925000000000004 2350.0000000000005 13.775000000000002 60.500000000000007 3185.0000000000005 3050.0000000000005 1750.0000000000002 35.036500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 16 -4 8 7 12 -6 -1 10 -10 -12 -7 -11 -13 -14 19 18 -18 23 -21 -22 -19 -3 -5 27 -27 28 -2 -30 right_child=25 2 3 24 5 6 -8 -9 9 13 11 14 15 -15 -16 -17 17 22 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0010472782872210536 -0.0005097612546629864 0.01230609368682551 -0.03926074998474903 -0.012676276774335053 -0.00042979415135917828 -0.017407476806323128 0.067812220727990119 0.056388198049879469 -0.055480926664253451 -0.006077972229262197 0.046858302726696388 0.027994323882013717 -0.015169139284056358 -0.037194982139072373 -0.048633559524988199 0.0075789111701571946 -0.020784237389180556 0.066996346736655249 0.025847896947120252 -0.037964793982912422 0.021735433991917994 -0.054189549839066632 -0.0012321568881529172 0.066814473629330226 0.035305131206853163 0.055568094117868005 -0.0024837135767506995 -0.011845521801257168 0.0034896343656865185 -5.2588845403366939e-05 leaf_weight=783.1239025183022 3470.2782467864454 37.979213312268257 19.651176780462265 82.594463612884283 5.3049466796219376 27.333835065364838 2.9554697424173346 13.301091402769087 4.1499702632427242 13.711069315671919 10.505823820829393 2.7957433760166159 17.376619890332222 29.430943991988897 2.9037112519145012 106.63109003007412 43.65548487752676 3.1425672434270373 6.6752207577228537 8.6376086361706275 7.8687745295464975 1.6229803934693334 3.5009366869926453 2.7839848026633254 3.3909777738153926 5.6845614239573461 6.4667515307664871 53.827419888228178 1335.4909447617829 1390.4643668197095 leaf_count=4655 20019 307 186 1094 38 217 13 86 25 85 67 22 87 185 18 686 501 28 73 105 109 24 34 22 63 27 32 273 7143 7820 internal_value=-1.6067e-05 -0.00209584 -0.00821128 -0.0160815 -0.000767193 0.00588137 0.00174445 0.0401883 -0.00212501 -0.0154169 0.00978067 0.0264934 0.000454245 -0.0273056 -0.0110454 0.00439133 -0.00103597 -0.00927751 -0.0145995 0.0069371 -0.0135053 0.00875314 0.0310419 0.0160288 -0.0107841 0.000396097 0.0246738 0.000348897 0.000454831 0.00168281 internal_weight=7503.24 1241.03 221.503 105.637 1019.52 172.903 154.297 18.606 846.621 63.4973 20.3552 16.2053 151.342 43.142 5.69945 124.008 115.867 56.9742 50.3307 58.8926 18.1294 9.49175 6.6435 40.7632 85.9854 6262.21 12.1513 6250.06 6196.23 2725.96 internal_count=44044 8730 2546 1343 6184 1127 1003 124 5057 402 132 107 990 270 40 773 1203 636 574 567 238 133 62 329 1157 35314 59 35255 34982 14963 is_linear=0 shrinkage=0.05 Tree=83 num_leaves=31 num_cat=0 split_feature=3 12 12 8 13 12 10 4 1 13 3 11 12 0 14 12 10 0 9 11 14 12 12 12 12 12 0 11 10 12 split_gain=2.59763 4.36076 7.20935 4.0274 4.44618 4.19944 3.83129 3.37133 3.16956 4.62429 3.26703 4.29178 3.15017 10.38 3.06113 6.22347 9.10857 6.35314 3.72084 4.10011 2.87693 6.6056 5.23896 6.38487 4.79632 4.14248 6.28924 3.41584 3.17448 5.52155 threshold=7.354166666666667 38.555000000000007 38.753000000000007 0.80208333333333348 52.500000000000007 40.605500000000006 0.47222222222222227 14.500000000000002 0.2678571428571429 60.500000000000007 6.6125000000000007 0.94444444444444453 38.505000000000003 2.5000000000000004 1450.0000000000002 38.995000000000012 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.31666666666666671 1075.0000000000002 36.184500000000007 36.305000000000007 36.495000000000012 36.905000000000008 38.305000000000007 3.5000000000000004 0.47222222222222227 0.95000000000000007 34.368500000000004 decision_type=2 2 2 2 2 2 2 2 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 12 -3 4 7 14 -7 -4 20 10 -10 -12 -2 -14 15 16 17 -6 -17 -20 21 28 -23 -24 -25 26 -26 -28 29 -1 right_child=1 2 3 -5 5 6 -8 -9 9 -11 11 -13 13 -15 -16 18 -18 -19 19 -21 -22 22 23 24 25 -27 27 -29 -30 -31 leaf_value=0.051066249716193661 -0.0006625903939802124 -0.030587526864452964 -0.037743640758102472 0.062155394539281372 0.034920936782397986 0.0062861451643434112 0.077235601963386968 0.037739711389382244 -0.0016843030008618313 0.049523734041189538 -0.039679593735799726 0.019578182928582859 -0.036864874272565122 0.098695188659700506 -0.012069019141505577 0.0049887405187303844 -0.012769526319242559 0.17098044031170356 -0.055885851538297483 0.01746468982474822 0.0012212186762571913 0.080805508535169823 -0.039646717673073643 0.052005166717972375 -0.020986088174742745 0.052857448385857278 0.0063963225580614463 0.065155407678927094 -0.048427198033147219 -0.014376708367042352 leaf_weight=4.0321637541055741 2735.5353625491261 29.782756246626377 14.682062622159721 2.252246879041194 1.6679708994925015 52.273040689527988 1.9746514931321133 1.6449739784002293 924.44168259948492 4.3628011643886557 11.900375783443453 4.1110887154936782 2.6062537319958201 3.0820682160556316 103.09263272210956 26.464406054466963 3.1548368856310844 1.7667354606091974 5.992277327924965 2.7932026833295822 3498.0856533870101 3.5595870018005362 4.3624009341001502 11.036136463284491 12.002645149827009 5.2467920631170264 5.5260464251041395 4.4773293435573578 4.3339183926582328 16.063337422907352 leaf_count=20 19881 346 215 15 22 542 10 29 4105 18 86 24 30 25 1172 336 28 23 71 18 16718 17 20 50 58 24 27 19 18 77 internal_value=-1.58887e-05 -0.00115923 -0.00751478 -0.00435913 -0.00505427 -0.00299808 0.00886875 -0.0301386 0.000741203 -0.00183389 -0.00207214 -0.0244646 -0.000585298 0.0365848 -0.0074398 0.00396663 0.0485676 0.104907 -0.00437099 -0.0325652 0.00142296 0.011413 0.0225299 0.0176663 0.0241962 0.0129349 0.00341634 0.0326958 -0.00961586 -0.00124557 internal_weight=7502.31 2988.77 247.542 217.759 215.507 199.18 54.2477 16.327 4513.54 944.816 940.453 16.0115 2741.22 5.68832 144.932 41.8394 6.58954 3.43471 35.2499 8.78548 3568.73 70.6404 46.2109 42.6514 38.2889 27.2528 22.006 10.0034 24.4294 20.0955 internal_count=44044 22763 2827 2481 2466 2222 552 244 21281 4233 4215 110 19936 55 1670 498 73 45 425 89 17048 330 215 198 178 128 104 46 115 97 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=31 num_cat=0 split_feature=4 0 12 12 13 1 15 3 8 0 13 14 14 13 8 8 12 10 2 13 12 8 12 8 1 10 10 9 14 3 split_gain=2.38605 6.02472 4.15301 9.31237 3.98783 3.6985 4.04496 5.93388 4.19574 5.85458 3.69696 3.89704 3.66713 7.13716 3.91709 6.97286 3.82679 3.82246 6.02927 5.10483 3.71107 3.66373 6.43976 5.4893 8.69425 4.42268 5.88212 6.83874 5.9607 3.78244 threshold=4.5000000000000009 4.5000000000000009 37.141500000000008 37.305000000000007 59.250000000000007 1.0000000180025095e-35 1.0000000180025095e-35 9.9500000000000011 -0.42708333333333326 6.5000000000000009 53.500000000000007 2350.0000000000005 2150.0000000000005 56.250000000000007 0.44791666666666674 0.60416666666666685 34.205000000000005 0.2678571428571429 0.35416666666666669 60.500000000000007 34.405000000000008 -0.44791666666666657 34.105000000000011 -0.64583333333333315 0.43650793650793657 0.15476190476190479 0.5277777777777779 0.35416666666666669 1550.0000000000002 6.3166666666666673 decision_type=2 2 2 2 2 2 2 2 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 7 8 9 -1 11 -7 21 16 17 -16 -14 -15 -19 -20 -18 22 -12 24 -24 -25 27 29 -29 -27 right_child=1 -3 3 4 -6 10 -8 -9 -10 -11 12 -13 13 14 15 -17 20 18 19 -21 -22 -23 23 25 -26 26 -28 28 -30 -31 leaf_value=-0.026508447590873313 6.0300035791499703e-05 -0.017271966357317616 -0.028365081407800554 -0.0032918968645533398 0.052872367903525043 0.0072639151371656878 1.7957400440912344e-05 0.047627899875306107 0.0045128404744728618 0.017644507581530723 -0.040359439606151931 -0.039814073867461275 -0.022661208050177975 -0.030203148844187205 0.062944573569096759 -0.01487884388473735 0.065755719504561758 0.042237182552611337 -0.010089717318838622 0.03993596784695911 0.015933110026601208 -0.0030253130282470488 -0.0067780103258536367 -0.032646013526806648 0.074769545440375035 0.022999457048591729 0.00013388320752238535 0.06931264567210102 0.025464520520119667 -0.016950674133202816 leaf_weight=24.52501429989934 2617.3502252064645 56.218075979501009 38.816982105374336 490.09350651502609 3.1810180544853202 174.75932510942221 1112.8626956678927 7.8344569727778426 1087.3310214877129 10.820277411490677 7.679690219461917 4.5092306137084952 6.1274800524115554 14.735069207847117 5.7677089571952802 5.7453757375478745 3.922379419207572 6.8849657773971549 72.546541318297386 5.4851626902818671 79.312875255942345 1487.9591306112707 76.334812078624964 4.7391150891780844 3.4147263765335074 14.141479536890985 33.310186833143234 12.006129689514635 21.86671581864357 10.197080105543135 leaf_count=175 17415 753 374 4921 30 835 5344 66 5156 75 46 24 26 79 26 26 17 38 325 23 345 6941 475 32 17 74 147 58 103 78 internal_value=-1.57122e-05 -0.00104795 -0.000758347 -0.00478526 -0.00292971 0.000754751 0.00215785 0.00426435 0.00396174 -0.0129919 -0.000779624 0.00607974 -0.00143644 0.00495275 -0.00350472 0.0241083 0.0154736 -0.00669494 -0.00261571 -0.00657321 0.018281 -0.00220287 0.00445925 0.00641478 -0.0032863 0.0144519 0.0168907 0.0264794 0.0410064 0.00626163 internal_weight=7500.48 3205.66 3149.44 532.092 493.275 4294.82 2243.37 1130.51 1122.68 35.3453 2051.45 179.269 1872.18 200.528 111.165 11.5131 89.3627 99.6517 84.9167 78.0317 83.2353 1671.65 183.69 176.01 79.7495 96.2607 91.5216 58.2114 33.8728 24.3386 internal_count=44044 23493 22740 5325 4951 20551 10816 5472 5406 250 9735 859 8876 905 517 52 388 465 386 348 362 7971 1030 984 492 492 460 313 161 152 is_linear=0 shrinkage=0.05 Tree=85 num_leaves=31 num_cat=0 split_feature=3 0 12 9 12 8 13 13 0 11 1 3 12 12 3 13 8 8 10 3 1 12 10 14 13 13 14 12 10 13 split_gain=2.39976 4.636 4.49779 5.01722 4.52037 4.70199 3.89893 3.99923 3.82677 4.29358 4.58739 3.9378 3.77572 3.72718 4.31062 4.17731 4.15368 3.65464 4.97887 3.81914 3.39324 5.00915 3.34305 6.83588 4.78792 3.29623 4.71551 5.99441 3.29258 3.25287 threshold=3.4722222222222228 1.5000000000000002 37.835000000000008 0.70714285714285718 34.776500000000006 -0.072916666666666616 50.500000000000007 52.500000000000007 6.5000000000000009 0.64583333333333337 0.13392857142857145 2.4722222222222228 33.968500000000006 37.753000000000007 3.0500000000000003 54.500000000000007 0.35416666666666685 0.12499999999999997 0.15476190476190479 3.8166666666666669 0.15476190476190479 37.653500000000001 0.95000000000000007 1550.0000000000002 56.750000000000007 54.500000000000007 2150.0000000000005 33.968500000000006 0.68333333333333346 55.750000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 4 5 -3 20 17 11 -10 -11 -6 -1 14 16 -16 -5 19 -19 -8 21 -2 23 -14 -25 -7 27 -27 -17 -24 right_child=6 2 -4 13 8 25 7 -9 9 10 -12 -13 22 -15 15 28 -18 18 -20 -21 -22 -23 29 24 -26 26 -28 -29 -30 -31 leaf_value=0.0081974538386932246 0.025538153534542543 0.03040362708570199 0.013322548277200842 0.0055406867209493067 -0.033197063167054439 0.030522846540321214 -0.056620508401932314 -0.00024259535408495425 -0.039340449984455537 -0.042448392785041172 0.0084269777689140683 -0.0011764035784576354 0.028194467401613545 -0.037762953324007892 0.062014755184839725 -0.021166531869359378 -0.035139221813540705 -0.02793876474745139 0.022022097425427767 -0.0079605743860817878 0.05815783170606658 -0.050539094453109272 0.0016942620876066736 -0.04955751517936649 -0.0027458716088086567 -0.042215841578268402 0.025071533890958859 -0.0007783297852449303 0.022241638543128422 -0.0073693219963927737 leaf_weight=77.849484145641327 10.222805235534908 16.689494505524635 114.75724957883358 407.51073735952377 10.302415758371351 8.6410038620233518 4.1087773442268363 5864.6855267062783 17.468792960047722 6.1943797171115902 15.56372110545635 141.09667620062828 5.8627728968858746 4.8250916898250571 5.6551374644041053 5.1632044166326514 6.373130351305007 6.5063520930707481 21.349881947040558 216.89730802178383 4.9331485331058493 2.7445893958210936 210.14646311104298 14.715419992804529 8.6869219541549665 10.565465852618216 13.117229893803595 50.175631210207939 28.382668271660805 187.1581848859787 leaf_count=321 71 70 487 1688 44 36 18 35950 74 25 65 599 25 20 23 21 26 69 99 2088 21 19 869 63 40 46 56 211 115 785 internal_value=-1.54658e-05 0.00187899 0.00410585 0.00269132 -0.00245694 0.00619984 -0.000437802 -0.000506028 -0.00696134 -0.020879 -0.00605689 -0.00335535 -0.00192862 0.0059497 0.00641521 0.022262 0.00491428 -0.00671407 0.0103528 -0.00886522 0.0228632 0.00943617 -0.00377664 -0.0200859 -0.0321811 0.00130345 -0.00211505 -0.00798608 0.0155605 -0.00257532 internal_weight=7498.35 1366.9 862.482 747.725 289.815 99.1888 6131.45 6113.55 190.626 39.2269 21.7581 151.399 504.419 457.91 453.085 39.201 413.884 248.862 27.8562 221.006 17.9005 12.9674 426.57 29.2651 23.4023 82.4993 73.8583 60.7411 33.5459 397.305 internal_count=44044 5709 3606 3119 1226 419 38335 38224 807 164 90 643 2103 1893 1873 159 1714 2274 168 2106 111 90 1782 128 103 349 313 257 136 1654 is_linear=0 shrinkage=0.05 Tree=86 num_leaves=31 num_cat=0 split_feature=11 3 12 12 8 12 3 12 1 10 14 8 3 12 13 8 3 14 8 4 12 12 3 4 0 12 3 12 2 14 split_gain=2.23945 3.64972 3.56989 2.93516 2.84523 2.68579 2.39258 5.37105 3.63565 3.97403 2.99957 3.51261 8.06195 5.78906 2.94044 4.58266 3.42119 3.06411 2.97093 5.3852 2.89095 3.54448 7.20057 7.65381 6.51816 4.92042 7.73542 4.05688 3.17608 3.03774 threshold=1.0000000180025095e-35 11.211111111111112 35.335000000000008 41.112500000000004 -0.97916666666666652 35.505000000000003 2.8944444444444448 35.353000000000009 0.31666666666666671 0.70714285714285718 2855.0000000000005 -0.12500000000000003 6.5277777777777786 33.212500000000013 57.250000000000007 0.44791666666666674 5.8452380952380958 1175.0000000000002 0.64583333333333359 2.5000000000000004 32.780000000000008 34.005000000000003 5.5277777777777786 4.5000000000000009 2.5000000000000004 33.605000000000011 7.6125000000000007 34.368500000000004 0.68333333333333346 1350.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -6 10 -10 14 -12 -13 -14 20 17 -17 -16 19 -18 -8 22 24 -24 -22 -25 -27 -23 29 -29 right_child=-2 2 5 -5 6 -7 8 -9 9 -11 11 12 13 -15 15 16 18 -19 -20 -21 21 27 23 25 -26 26 -28 28 -30 -31 leaf_value=0.035691335952472363 0.00036939189133151543 -0.038487612677938453 0.049952518332322504 0.033146501239026224 -0.01459597253328495 -0.010359958396639276 -0.040148936152121582 0.040738385059403574 -0.019511542607377818 0.028660860203098711 0.053372738842303216 0.035104111712533873 -0.043298203847210531 0.035577853974291924 0.029476595045137322 -0.024799963959347388 0.006905097730267826 -0.010649185294815726 0.0020041634612703268 0.090118660047784432 0.016037526824079072 -0.016561059299570521 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-0.00197602 -0.0150432 -0.0013709 0.0144566 0.00671303 -0.0224955 -0.00180217 -0.00725403 0.0172657 -0.00958014 0.0289478 0.0491847 -0.000541388 -0.000331309 0.0166277 -0.00574218 0.0436778 0.0195124 0.0462841 -0.000936052 -0.000158003 0.000143935 internal_weight=7496.17 1237.56 59.0186 1178.54 1172.41 47.0609 1167.3 17.8136 1149.48 50.8745 1098.61 29.1407 24.3046 11.9798 1069.47 200.869 17.4047 183.464 13.6217 7.77905 868.6 864.017 29.7492 16.2832 13.4659 10.5547 6.53551 834.268 794.696 787.51 internal_count=44044 8730 984 7746 7704 806 7666 76 7590 268 7322 162 136 76 7160 1444 104 1340 87 50 5716 5683 182 120 62 77 48 5501 5256 5226 is_linear=0 shrinkage=0.05 Tree=87 num_leaves=31 num_cat=0 split_feature=8 1 10 14 8 8 9 12 12 4 14 3 2 13 3 3 3 14 12 14 11 12 14 3 4 3 8 3 12 13 split_gain=2.21987 5.72465 4.16883 3.40203 2.91661 2.87813 3.71875 3.6145 8.92121 6.17633 5.33009 4.86952 6.9692 10.0566 4.80172 6.19311 5.18494 8.54019 4.28077 3.71096 3.54956 4.26608 3.46862 4.3064 4.93544 5.38159 3.29114 7.92481 8.06098 8.09516 threshold=-0.64583333333333315 0.10555555555555557 0.70714285714285718 1650.0000000000002 -0.52083333333333315 -0.20833333333333337 0.95000000000000007 35.176500000000004 34.755000000000003 4.5000000000000009 2550.0000000000005 4.7638888888888902 0.61250000000000016 55.750000000000007 8.1833333333333353 4.0500000000000007 3.3541666666666674 1750.0000000000002 35.705000000000005 2900.0000000000005 0.58571428571428574 34.347000000000008 1750.0000000000002 5.2111111111111121 1.5000000000000002 6.6833333333333345 -0.041666666666666567 4.6833333333333345 38.995000000000012 58.250000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 -2 6 7 8 9 11 -11 12 20 -14 15 16 17 -9 -18 22 -6 -22 23 -13 25 -25 27 -7 29 -29 right_child=4 2 3 -5 5 26 -8 14 -10 10 -12 19 13 -15 -16 -17 18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.021325094605915047 0.0090105000702280745 0.0048563010934296108 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4.2067622840404502 5.3951575160026533 5.1198168992996216 10.671125680208204 6.1667841225862521 7.2083874195814124 3.3128799721598625 6413.6679464280605 186.88664134964347 9.4037319086492044 6.0231943950057021 leaf_count=371 542 462 27 20 81 961 28 54 276 28 12 35 22 49 288 1117 47 30 152 23 24 22 58 33 60 25 37914 1176 74 33 internal_value=-1.47144e-05 -0.00654832 0.00103075 -0.0312229 9.86095e-05 -1.24417e-05 -0.00396774 -0.00455195 0.00199345 -0.00789774 0.0571182 -0.0106233 0.000510684 -0.0250086 -0.007794 -0.00609633 -0.0194385 0.00162106 -0.0288245 -0.0236973 0.0156266 0.0386719 -0.018255 -0.0289566 -0.0152204 0.00849075 0.000237549 0.00446878 -0.00273697 -0.00494053 internal_weight=7495.38 127.789 84.4661 8.95612 7367.59 7276.91 432.588 425.826 141.053 87.1368 3.50587 83.631 45.1667 16.8016 284.773 266.549 65.5772 20.2167 45.3605 38.4642 28.3651 10.515 34.2575 23.5864 16.6881 9.47966 6844.32 430.654 202.314 192.91 internal_count=44044 880 509 47 43164 42622 2464 2436 748 472 40 432 198 71 1688 1400 283 84 199 234 127 46 211 153 118 58 40158 2244 1283 1209 is_linear=0 shrinkage=0.05 Tree=88 num_leaves=31 num_cat=0 split_feature=13 8 12 14 0 12 8 14 2 12 10 11 3 13 12 3 1 11 3 8 14 12 8 12 1 9 9 10 15 12 split_gain=2.11125 4.83272 4.32183 5.09743 4.55161 5.95478 5.41958 5.1785 6.46758 5.00079 3.93844 5.83815 3.735 8.76078 3.67542 3.57523 6.09241 4.21213 3.40492 3.35586 4.4182 6.26192 6.10387 5.75207 3.44515 4.90723 3.94739 5.78501 3.27649 3.16526 threshold=57.250000000000007 -0.67708333333333315 40.005000000000003 1750.0000000000002 6.5000000000000009 38.405000000000008 -0.35416666666666663 1650.0000000000002 0.23611111111111113 36.805000000000007 0.70714285714285718 0.58571428571428574 12.366666666666669 58.250000000000007 38.695000000000007 5.4142857142857155 0.10555555555555557 0.38750000000000007 11.950000000000001 -0.39583333333333315 1250.0000000000002 34.935500000000012 -0.60416666666666641 37.505000000000003 0.23611111111111113 0.47222222222222227 0.5277777777777779 0.5277777777777779 1.0000000180025095e-35 39.505000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 15 4 18 9 10 -7 -8 -9 -3 19 -12 -11 28 -10 -2 -17 -18 -4 20 -6 -22 -23 -24 26 -26 -21 -28 -14 -1 right_child=1 2 3 -5 5 6 7 8 14 12 11 -13 13 -15 -16 16 17 -19 -20 24 21 22 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.00058437692715785619 -0.053961834336716655 -0.0016199716460370804 0.076127693206056099 -0.012594001222392888 0.049457330401292597 0.077791450895139294 0.060091536134400471 -0.048562374885706895 -0.0096305730532405404 -0.011767191946975189 0.050723806110266889 0.0052098550278149997 -0.027051623018136423 0.14665679436885312 0.043269955749893806 -0.03470823475618403 0.069259746481820553 -0.013077048678445787 0.014682674879490874 -0.0037829613408209002 0.040363535446481545 -0.065706804033788216 -0.017723180569625515 0.041514965081547062 0.014712655318828866 -0.033976179810764853 0.044261245040918218 0.0011822426772620969 0.053770585225553807 -0.0055782195423726283 leaf_weight=5979.9811377953738 7.0740429610013988 694.54093347862363 5.0196859836578351 5.4515174441039553 6.8494126237928858 4.1885566189885166 5.1635526083409813 4.5065056979656246 5.7326307371258718 198.14605668187141 9.2953597605228406 29.11273393034935 3.8236038424074641 1.2291351333260534 7.6851923018693924 10.549421124160292 3.0774416252970687 3.1362968385219574 4.093019712716341 193.98384544253349 8.9309080839157122 3.9356320500373867 11.696618281304838 6.3078434839844695 7.2052429392933872 18.366986587643623 11.083378434181212 26.251816511154175 1.8659075200557707 215.88575458526611 leaf_count=34378 50 4050 31 60 46 29 30 39 26 1328 41 121 69 12 34 102 25 22 38 1154 51 24 66 35 38 86 47 111 32 1869 internal_value=-1.45122e-05 -0.00184784 -0.00143065 0.0256503 -0.0017437 0.00300507 0.0254653 0.0159724 0.00326276 -0.0036456 0.00116543 0.0162249 -0.0105063 0.0256058 0.0206687 -0.0241535 -0.0115743 0.0277014 0.0485293 -0.000797855 0.0131284 0.00506799 -0.00929938 0.00303084 -0.0028427 -0.0202576 -0.000917491 0.0139707 -0.000545521 0.00036965 internal_weight=7494.17 1298.3 1274.47 14.5642 1259.9 360.296 27.2764 23.0879 17.9243 899.606 333.02 38.4081 205.065 6.91865 13.4178 23.8372 16.7632 6.21374 9.11271 294.612 37.7204 30.871 21.9401 18.0045 256.891 25.5722 231.319 37.3352 5.68951 6195.87 internal_count=44044 7797 7598 129 7469 1978 158 129 99 5491 1820 162 1441 113 60 199 149 47 69 1658 222 176 125 101 1436 124 1312 158 101 36247 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=31 num_cat=0 split_feature=3 12 12 13 14 13 13 3 12 13 0 14 3 13 11 10 4 3 1 12 0 14 8 13 13 0 3 3 8 15 split_gain=2.06261 3.79504 6.75179 3.6172 3.78879 4.55342 3.58501 5.01001 6.23185 4.09818 3.14366 3.34471 5.44065 5.14651 6.19733 7.54086 2.95335 2.93543 2.93147 2.81254 11.0649 5.51702 7.21142 3.81844 3.8548 3.25645 4.61039 5.50763 3.58961 3.27122 threshold=7.354166666666667 38.555000000000007 38.753000000000007 52.500000000000007 1750.0000000000002 57.750000000000007 56.750000000000007 13.267857142857144 40.605500000000006 59.250000000000007 2.5000000000000004 1550.0000000000002 10.414285714285716 54.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 14.500000000000002 9.4142857142857164 0.23611111111111113 38.281500000000008 2.5000000000000004 1750.0000000000002 0.16666666666666663 53.500000000000007 54.500000000000007 3.5000000000000004 12.708333333333334 9.4142857142857164 0.85416666666666685 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 19 17 16 5 10 7 8 -6 -8 11 12 13 -5 -15 -16 -4 -3 -12 25 23 22 -22 -21 -25 29 27 -27 -29 -2 right_child=1 2 3 4 6 -7 9 -9 -10 -11 18 -13 -14 14 15 -17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=0.00066013968751084959 -0.002191541638356974 -0.045851377428629679 -0.034062466669664435 -0.017516550170227796 -0.0059518852065842502 0.031174398414297005 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19.146544478833675 192.16507207602262 2.0388792455196372 40.991683918982744 3.2850656732916823 1363.7925117649138 leaf_count=21281 7948 133 217 33 421 130 404 94 112 16 230 309 355 35 36 43 29 213 17 49 60 68 18 26 212 1720 35 584 27 9189 internal_value=-1.43558e-05 -0.00103463 -0.00699737 -0.0039574 -0.00212145 0.00417827 -0.00964376 -0.00144638 0.00384512 -0.0216453 0.000301867 0.00539616 0.0138084 0.0361035 0.0502183 0.0279758 -0.0267638 -0.029667 -0.0159168 -0.000501074 0.0126152 0.0459504 0.0732153 -0.00799132 0.000139626 -0.000696922 -0.00627535 -0.00692092 -0.0228188 -0.000155794 internal_weight=7493.1 2982.15 244.931 215.97 199.879 108.78 91.0997 54.1285 48.2857 36.9712 95.1211 72.3849 44.8872 17.0001 13.4576 9.41273 16.0906 28.9613 22.7362 2737.22 40.27 15.3837 8.4104 24.8863 21.2276 2696.95 238.481 236.442 44.2767 2458.47 internal_count=44044 22763 2827 2481 2235 1188 1047 627 533 420 1058 811 502 147 114 79 246 346 247 19936 433 146 78 287 238 19503 2366 2331 611 17137 is_linear=0 shrinkage=0.05 Tree=90 num_leaves=31 num_cat=0 split_feature=13 13 8 11 9 3 9 13 8 13 12 8 12 14 12 2 14 3 1 0 0 12 0 9 12 12 10 11 12 14 split_gain=2.02063 3.40128 3.46358 4.57219 3.67819 3.81551 2.66945 2.30376 4.43486 3.76643 6.20779 4.06776 3.94925 4.32284 3.52102 3.51675 3.48503 3.43481 5.57287 3.90621 3.34718 5.22034 5.38135 4.59134 5.84606 4.44053 6.15325 6.95816 4.10162 4.00482 threshold=50.500000000000007 52.500000000000007 0.12499999999999997 0.23611111111111113 0.38750000000000007 4.2111111111111121 0.31666666666666671 57.250000000000007 -0.67708333333333315 58.250000000000007 14.216500000000002 -0.30208333333333326 40.005000000000003 1750.0000000000002 36.441500000000005 0.29285714285714287 2885.0000000000005 5.4142857142857155 0.10555555555555557 8.5000000000000018 6.5000000000000009 38.405000000000008 9.5000000000000018 0.21111111111111114 36.035000000000004 37.781500000000008 0.15476190476190479 0.31666666666666671 38.235000000000007 1650.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -6 -4 -3 17 12 -11 -12 20 -14 16 -16 -13 -9 -19 -20 -10 23 -23 24 -22 26 27 -26 -25 -28 right_child=1 7 3 4 5 -7 -8 8 9 10 11 14 13 -15 15 -17 -18 18 19 -21 21 22 -24 28 25 -27 29 -29 -30 -31 leaf_value=0.015246265531449974 -0.0074745842134139491 0.00057018562457282463 -0.032510490212503372 0.056679296022700457 0.042106161288521841 -0.011135220026551821 0.022327261118766675 -0.053152101893849002 -0.0046572232983167153 -0.0010949394457070369 0.053059496280452395 0.036892324444093134 0.043210595762419861 -0.01559849026619879 0.0089909795367517382 -0.048783250303087056 0.0073989648722400467 -0.033772276717409309 -0.012999406367256428 0.065621766549766647 -0.025630945541073449 0.075500893803369912 0.013080494553100489 0.0042205407022001618 0.018834427486151953 -0.022394840378421692 0.0086836331675218953 0.10842615001339262 -0.042542015014230855 -0.052410827124632686 leaf_weight=21.628201127052307 246.06286151707172 5896.7200800850987 7.4670581892132777 6.1168275773525265 5.6165941208600989 8.3943962603807432 3.1577116400003433 6.8331637233495739 751.24067845568061 125.15237322449684 7.4499684274196616 18.093589842319489 9.4590713717043382 4.6662873774766913 7.8149607367813569 3.9730853214859962 22.435972049832344 10.263661161065103 3.1923650577664366 3.127712182700634 36.147120662033558 4.0736320950090912 22.658180397003889 214.51073794066906 13.726787492632871 12.706305000931023 6.9075402989983541 2.5735076293349257 4.7940032184123984 4.3852923065423965 leaf_count=126 2218 33723 76 28 23 37 16 50 4687 652 36 101 69 54 62 20 119 102 26 21 313 25 128 1016 111 96 43 16 23 27 internal_value=-1.44653e-05 -5.8652e-05 -0.00549736 0.0103231 0.0243304 0.0102077 -0.0162126 0.000150654 -0.00175791 -0.00136121 0.00523588 0.0184925 -0.00248263 0.0237831 0.0135702 -0.0104815 0.0205657 -0.0233198 -0.0110277 0.025909 -0.00282817 0.00143271 0.0225927 -0.000479857 -0.0110315 0.0020636 0.0133264 0.0329793 0.00319831 -0.0150409 internal_weight=7491.35 7469.72 276.815 30.7526 20.1278 14.011 10.6248 7192.91 1296.19 1272.77 184.92 59.7676 1087.85 14.1254 52.3176 11.788 40.5296 23.4169 16.5837 6.32008 1073.72 322.483 26.7318 295.751 76.4466 40.2994 27.5931 16.3003 219.305 11.2928 internal_count=44044 43918 2398 180 88 60 92 41520 7797 7598 990 338 6608 123 302 82 220 199 149 47 6485 1798 153 1645 606 293 197 127 1039 70 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=31 num_cat=0 split_feature=10 2 14 12 14 12 12 8 0 12 14 3 13 15 8 3 3 14 12 1 12 11 12 13 12 1 12 12 1 14 split_gain=1.9283 3.55608 5.57748 3.82333 3.08215 15.5006 3.90908 3.82226 8.75931 8.12019 4.5984 3.8998 3.71591 3.62939 5.00111 4.27099 5.35488 3.49151 6.88442 4.20219 4.21302 3.48644 4.23526 3.58291 4.2541 3.1512 3.08006 6.15113 3.0492 2.97279 threshold=0.86607142857142871 0.88194444444444453 1550.0000000000002 37.081500000000005 1175.0000000000002 35.681500000000007 33.905000000000008 0.083333333333333343 2.5000000000000004 37.95300000000001 2350.0000000000005 7.9500000000000011 56.250000000000007 1.0000000180025095e-35 0.041666666666666678 4.6125000000000007 2.8166666666666669 2150.0000000000005 35.781500000000008 0.13392857142857145 34.95300000000001 0.94444444444444453 34.368500000000004 57.250000000000007 37.184500000000007 0.38750000000000007 34.95300000000001 35.681500000000007 0.18333333333333338 1350.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 11 13 26 12 -8 14 15 16 29 -15 19 -19 -21 22 -14 -24 -25 -7 -9 -28 -4 -10 right_child=4 2 28 -5 6 25 7 10 9 -11 -12 -13 21 17 -16 -17 -18 18 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.00021289651201856637 -0.04674436055996644 0.052217669037001341 -0.031586733655010385 -0.0098196232463888689 0.010495499766187733 0.025918922504680694 0.00034828050222032269 -0.042830713634217303 0.053064704103939979 -0.015992485262532032 0.021862135388270858 0.042870529362451282 -0.047424380735599271 0.0042205538858924203 -0.015664405790239814 -0.0091509919982247345 0.062481220772016483 -0.021084326955482 0.073462970590948709 0.051852277654639706 -0.0048661642013857129 0.001290274979865451 -0.019015263126574998 -0.0109859669894597 0.025277831244737932 0.067135230582418395 0.021888559848393521 -0.022059928141948258 -0.0066721378994827373 0.016573271268125776 leaf_weight=6455.5009102057666 7.283243581652644 5.0373817682266218 25.192303389310837 4.8988180607557297 107.95987650752068 18.444110423326496 416.02548764646053 9.5528304874896985 7.1024072319269171 25.191674754023552 8.8220302164554578 4.8558058738708487 8.7752239108085615 85.215986326336861 6.8684991896152487 6.2228648588061324 12.783002212643622 6.6552112400531831 5.7468655705451956 7.6382111310958845 5.7302694991230965 56.36759640276432 55.913374438881874 24.154114291071892 12.157989487051962 6.1950830966234198 10.485895961523054 33.074565201997757 23.960724845528603 26.056955888867378 leaf_count=39696 31 21 106 21 452 78 1739 40 29 111 37 22 37 356 28 28 53 28 24 31 24 239 236 105 53 26 43 138 105 107 internal_value=-1.42463e-05 -0.00032466 -0.0125349 0.0216316 0.00205923 0.0173392 0.00154217 0.000385116 0.00134216 0.0104999 -0.0115667 -0.00174942 -0.00212729 0.0144253 0.0244419 0.0297226 0.034988 0.00909745 0.025224 0.0113792 0.0275405 -0.0086718 -0.0142315 -0.0110733 0.00115585 0.036282 -0.0171192 -0.0114806 -0.0194416 0.0243894 internal_weight=7489.87 6514.59 59.0892 9.9362 975.279 31.9224 943.357 835.397 773.462 195.212 61.9353 578.25 573.394 170.02 59.0337 52.1652 45.9424 110.987 25.7706 20.0237 13.3685 157.368 101.001 92.2255 36.3121 24.6392 53.1133 43.5605 49.153 33.1594 internal_count=44044 39949 253 42 4095 135 3960 3508 3250 819 258 2431 2409 708 245 217 189 463 107 83 55 670 431 394 158 104 221 181 211 136 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=31 num_cat=0 split_feature=13 13 14 13 8 3 3 13 8 1 11 14 8 8 12 10 9 4 3 4 9 8 12 12 0 3 2 3 15 8 split_gain=1.87333 3.52085 3.24768 3.33187 4.32419 3.91069 3.73423 3.25073 3.98421 5.52692 3.85259 4.59241 3.51783 6.31801 10.0926 4.03273 7.65719 5.96791 3.44503 3.44293 3.34895 3.88071 4.80422 4.20047 4.62038 3.16975 3.00543 3.50382 4.45678 2.84919 threshold=60.500000000000007 62.500000000000007 3050.0000000000005 58.250000000000007 -1.0000000180025095e-35 3.3541666666666674 6.4142857142857155 57.250000000000007 0.42708333333333343 0.21111111111111114 1.0000000180025095e-35 1075.0000000000002 0.27083333333333337 0.22916666666666671 36.95300000000001 1.0000000180025095e-35 0.43650793650793657 14.500000000000002 5.6125000000000007 1.5000000000000002 0.5634920634920636 0.45833333333333348 35.835000000000008 36.441500000000005 5.5000000000000009 8.1547619047619069 0.41428571428571431 5.2111111111111121 1.0000000180025095e-35 -0.12499999999999997 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 -1 10 20 11 -9 13 15 -15 16 17 18 -12 -20 21 -10 -23 -24 -25 -8 -13 28 -28 -17 right_child=1 -3 -4 4 5 -7 25 8 9 -11 12 26 -14 14 -16 29 -18 -19 19 -21 -22 22 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.00035526238221791722 0.035650924638332679 -0.017055489395517116 -0.011367906629255672 0.012327929088219539 0.03285886207973631 0.0013058400960279863 0.091958122879253132 0.057617146196440962 0.041269049806688191 -0.034006832022329223 0.018091394724657452 -0.013045605366889375 -0.017115515088652233 -0.00097326119656175971 0.094570214862974192 0.0030566074597007734 0.089560281981247436 0.073065817869642766 0.06290997841833261 -0.0030224150733845529 0.041877775968811502 -0.023258109891198933 0.049939901693530353 -0.029363441297784461 0.020769652176215656 0.022611755539630234 0.044756642606994322 -0.029624956350596955 -0.0044997781892517864 -0.0049954589484385251 leaf_weight=6188.0367978103459 9.510142117738722 4.7517068684101096 62.83089691400528 9.6894293725490588 10.940268367528914 95.899770751595497 3.6851027235388747 2.4979927092790595 7.8561415448784819 6.5006888434290877 28.572148576378822 164.83836945332587 36.280225563794374 7.3009923696517927 4.447921521961689 138.77148271352053 2.7019039243459693 3.0983984731137744 2.0220066085457793 95.371004410088062 9.4267778843641263 12.198471933603285 6.3986794166266945 7.012202501296998 13.337286546826363 2.9807240292429924 7.8488115072250411 5.4312104210257521 11.068614527583122 527.3570955209434 leaf_count=36209 45 24 321 45 47 556 20 20 43 33 139 1353 186 37 22 759 13 40 15 882 39 76 34 44 67 22 37 31 51 2834 internal_value=-1.36055e-05 0.0180904 -4.81496e-05 4.78126e-05 0.00820193 0.00453682 0.0321441 -9.00164e-05 -0.00259416 0.00964231 -0.00333393 -0.00973424 -0.00188363 -0.00120109 0.0351977 -0.00173706 0.00625531 0.00451135 0.0028251 -0.00165357 0.0146886 0.00921227 0.00274592 0.014605 0.00349436 0.0609489 -0.0106235 0.00577366 0.0159366 -0.00331801 internal_weight=7488.66 14.2618 7474.4 7411.57 123.195 106.84 16.3553 7288.38 1100.34 62.7302 1037.61 191.685 845.923 809.643 11.7489 797.894 131.765 129.064 125.965 97.393 56.2296 46.8028 38.9466 26.7482 20.3495 6.66583 189.187 24.3486 18.9174 666.129 internal_count=44044 69 43975 43654 690 603 87 42964 6755 336 6419 1492 4927 4741 59 4682 1089 1076 1036 897 303 264 221 145 111 42 1472 119 88 3593 is_linear=0 shrinkage=0.05 Tree=93 num_leaves=31 num_cat=0 split_feature=8 12 14 14 3 12 9 2 2 14 10 0 12 14 12 13 10 11 14 3 2 2 8 12 0 14 14 3 3 14 split_gain=1.94361 4.65007 4.19256 6.51283 5.35964 5.30521 6.55746 8.15476 5.51744 6.33075 5.26631 4.73728 4.69617 4.58749 4.51658 4.3029 6.55495 6.78875 5.79486 4.8504 4.39392 4.72518 7.88721 4.31402 4.54817 4.03284 4.01966 4.83074 4.85484 5.34374 threshold=-0.20833333333333337 39.255000000000003 3185.0000000000005 2550.0000000000005 7.7638888888888902 34.295000000000009 0.10555555555555557 0.41428571428571431 0.15476190476190479 1750.0000000000002 0.68333333333333346 4.5000000000000009 36.346500000000013 2870.0000000000005 35.077500000000008 56.250000000000007 0.29285714285714287 0.18333333333333338 1350.0000000000002 4.8819444444444455 0.41428571428571431 0.68333333333333346 -0.35416666666666663 34.535500000000006 8.5000000000000018 1450.0000000000002 1075.0000000000002 8.8660714285714306 3.9500000000000006 1950.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 10 7 11 9 12 -1 -7 -8 -5 15 19 17 -17 -18 23 -20 22 -22 -10 -25 -13 -16 28 -28 -30 right_child=-2 -3 -4 4 -6 6 8 -9 14 -11 -12 25 -14 -15 26 16 18 -19 20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.012497491251410361 0.00023488107421211604 -0.033640833489541236 -0.051161081768543198 0.03714899085481476 0.0827309460753749 -0.00078145310662619885 0.11667584895545774 0.087198336538910806 -0.01434369128397304 -0.0082679926727410712 -0.062742733969912992 -0.01056024665315434 0.029169880337282079 -0.01562128296592463 0.036591889458305549 0.0086469121529023137 0.050837524055717988 0.087300167758496861 -0.026791723408360224 -0.013736772987420209 0.0050966819527293351 -0.021327819917306073 0.080403854434705671 0.041135006533489178 -0.0044662024403261096 -0.043269889901816481 -0.015514001271143309 -0.054631804338324069 0.0027136376935444125 -0.014589359995236846 leaf_weight=34.67306149750948 6838.3231280446053 11.865733306854962 4.3163288086652747 9.588187322020536 3.4706535823643199 21.109404295682907 2.8091748878359777 1.8320284262299527 10.023093685507773 4.6572770364582539 6.1382557898759833 15.728948665782807 3.3756368793547153 7.2195253670215598 6.3184311762452117 4.8688548207283002 7.0860556811094275 6.2846539095044136 9.9562535136938077 33.23000355809927 11.806260734796522 7.1322986930608741 4.9282301515340867 15.236043453216555 8.5287647992372495 23.505165133625269 63.973730400204659 4.5848414860665789 250.81368660181761 54.277741469442844 leaf_count=217 40158 110 22 47 28 249 23 9 43 36 28 182 29 39 33 33 35 33 49 184 55 30 21 65 37 261 274 62 1359 293 internal_value=-1.33532e-05 -0.00262756 -0.00205029 -0.00171549 0.026163 -0.00263791 -0.0013954 -0.0167254 0.000473928 0.035761 -0.0200547 -0.0198806 0.0689156 0.0144822 -0.0002927 0.00820413 0.0189877 0.0529656 0.00972393 -0.000173053 0.00111048 0.0127501 0.0272743 0.0131667 0.0247695 -0.0301566 -0.00295557 -0.00362432 -0.00299066 -0.000364678 internal_weight=7487.66 649.338 637.473 633.156 20.2784 612.878 572.067 62.1755 509.891 10.8421 40.8113 60.3435 6.18481 16.8077 499.049 119.081 52.0626 11.1535 40.9091 67.0179 33.823 23.8668 16.7345 33.7879 23.7648 39.2341 379.968 373.65 369.065 305.091 internal_count=44044 3886 3776 3754 114 3640 3395 701 2694 88 245 692 52 86 2606 585 256 66 190 329 155 106 76 145 102 443 2021 1988 1926 1652 is_linear=0 shrinkage=0.05 Tree=94 num_leaves=31 num_cat=0 split_feature=14 12 3 8 13 8 15 8 0 13 13 13 12 12 12 12 2 2 13 12 8 12 13 12 3 12 3 10 12 12 split_gain=1.84775 6.05522 5.9225 6.221 5.57537 6.20352 5.54803 4.44843 9.05024 7.66017 4.87107 6.18615 5.7725 4.34079 4.27685 4.21091 4.10431 4.76813 4.07335 6.72075 3.84238 7.66744 8.31986 6.40485 7.09771 4.49764 9.54692 5.44816 4.69706 5.50386 threshold=1750.0000000000002 35.036500000000011 8.3541666666666696 -1.0000000180025095e-35 57.250000000000007 -0.55208333333333315 1.0000000180025095e-35 -0.072916666666666616 8.5000000000000018 57.750000000000007 57.750000000000007 55.750000000000007 34.776500000000006 34.835000000000008 14.216500000000002 40.714500000000008 0.68333333333333346 0.61250000000000016 55.750000000000007 40.912500000000001 -1.0000000180025095e-35 36.441500000000005 56.750000000000007 38.653000000000006 5.8166666666666673 37.736500000000007 7.6125000000000007 1.0000000180025095e-35 39.095000000000006 38.995000000000012 decision_type=2 2 2 2 2 2 2 2 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 7 4 -4 6 -6 16 8 10 -10 11 13 14 -2 -12 -1 17 20 -17 -20 23 22 -22 -3 -25 26 -23 -28 29 -27 right_child=1 2 3 -5 5 -7 -8 -9 9 -11 12 -13 -14 -15 -16 18 -18 -19 19 -21 21 25 -24 24 -26 28 27 -29 -30 -31 leaf_value=-0.00087522183884491196 0.056192633963637897 -0.0097398310109383813 -0.037066997725461258 -0.0060749809535248726 -0.043465971091036074 -0.0049017723146960049 -0.0018585181191239503 0.0024362964248969745 -0.024532139766194463 0.016947248527888797 -0.017150077362151704 0.0029804790901404453 0.096008039808905668 -0.0025912399429786526 0.049015635584452939 0.00047252783647991977 -0.0029932213243511595 0.022364746985239672 0.095795125504332848 0.018283286063287062 0.016906824601306946 -0.0082898436177032183 0.076560493402342056 0.038640835574366282 -0.020787287820699135 0.011732763743510833 0.010366492841614512 0.1074926371455639 -0.00065418701121962948 0.049587458994359748 leaf_weight=4111.4869135785848 12.36331841722131 81.455647021532059 17.39494551345706 234.14175421372056 10.860742077231405 261.84472492709756 638.79303579777479 1425.9060015939176 22.699417971074581 21.839086260646582 3.410679034888747 29.058437414467335 4.6172957010567179 4.2097973711788645 8.6018431372940523 21.545820791274309 135.57546426355839 44.86411514878273 3.4123882055282619 15.495650447905062 24.925371773540974 84.444827042520046 7.6354697570204726 15.99834890663624 7.3245673961937419 140.98662403225899 2.9348070695996276 2.8420231342315674 80.243237510323524 10.303909860551355 leaf_count=24582 61 423 285 2761 82 1408 3156 7713 115 109 18 141 23 23 49 212 570 189 25 127 129 406 40 73 54 713 26 18 455 58 internal_value=-1.32759e-05 0.000863101 -0.0011014 -0.00821822 5.27608e-05 -0.00643763 0.00143735 0.00317349 0.013016 -0.00419307 0.0253264 0.0168836 0.0484929 0.0412607 0.0302294 -0.000717274 0.00472941 0.00680695 0.0153356 0.0322721 0.0052866 0.00777408 0.0308955 -0.003125 0.0199774 0.00543425 -0.00403577 0.0581496 0.00912443 0.0143109 internal_weight=7487.22 3335.28 1802.57 251.537 1551.03 272.705 1278.33 1532.71 106.8 44.5385 62.2614 45.6316 16.6298 16.5731 12.0125 4151.94 639.534 503.959 40.4539 18.908 459.095 354.316 32.5608 104.779 23.3229 321.755 90.2217 5.77683 231.534 151.291 internal_count=44044 19098 10846 3046 7800 1490 6310 8252 539 224 315 225 90 84 67 24946 3154 2584 364 152 2395 1845 169 550 127 1676 450 44 1226 771 is_linear=0 shrinkage=0.05 Tree=95 num_leaves=31 num_cat=0 split_feature=3 0 12 9 11 12 10 12 12 11 12 0 0 14 12 8 3 13 13 12 10 12 0 3 12 3 14 1 12 14 split_gain=1.83824 3.76544 4.13128 4.43483 4.17442 4.87699 4.86092 4.56957 3.8124 4.13591 4.68071 4.67996 7.21261 5.0964 6.29458 4.62082 3.78232 4.22406 4.39291 6.5134 5.18704 4.75504 4.25868 4.67028 3.35711 5.70472 4.08798 3.3383 3.27632 3.97885 threshold=3.4722222222222228 1.5000000000000002 37.835000000000008 0.73214285714285732 0.64583333333333337 36.805000000000007 0.81666666666666676 37.736500000000007 34.776500000000006 0.81666666666666676 35.38150000000001 6.5000000000000009 3.5000000000000004 1650.0000000000002 37.33850000000001 0.052083333333333377 3.3541666666666674 58.750000000000007 54.500000000000007 34.441500000000005 0.73214285714285732 34.368500000000004 7.5000000000000009 3.1339285714285716 34.468500000000006 3.0500000000000003 1950.0000000000002 0.21111111111111114 35.38150000000001 2050.0000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 28 3 8 5 6 27 -6 16 11 -11 12 13 -10 -15 -12 17 18 19 -3 21 22 23 -20 -23 26 -26 -5 -1 -30 right_child=-2 2 -4 4 7 -7 -8 -9 9 10 15 -13 -14 14 -16 -17 -18 -19 20 -21 -22 24 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.0024535611306982148 -0.00038330968189656192 0.069063266382072594 0.012479106892810975 0.052626299599776549 0.0048210869919938027 0.064311551156535626 -0.023805090821253632 -0.037624860087265219 -0.026121209185026556 -0.018061113961120721 0.023098274167915933 -0.027574429553840926 0.014415464929710603 -0.010058782112746788 0.044032524310983596 -0.018812464213014378 0.041149335262252111 0.044999766273232204 -0.020757959916974662 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0.00365258 0.00229499 0.00544537 0.0236916 0.0134456 0.00416772 -0.0024161 -0.00645511 0.00516705 -0.0109498 -0.00601923 -0.0140347 -0.000703058 0.0142933 0.00546655 0.00285373 0.000202338 0.0311597 -0.00378778 -0.00922331 -0.022185 -0.0307962 0.00451131 -0.00383879 -0.0175225 0.0273905 -0.00178906 -0.00562205 internal_weight=7486.02 1365.6 861.917 747.02 447.661 29.2952 23.3942 418.366 299.358 197.937 55.2008 142.736 110.087 79.0713 37.599 39.6302 101.421 94.5016 88.9084 10.1511 78.7573 66.7753 34.3543 27.7214 32.421 25.5416 19.1274 17.0219 503.679 264.614 internal_count=44044 5709 3606 3119 1853 120 96 1733 1266 838 227 611 473 342 160 163 428 399 375 42 333 284 147 119 137 108 81 70 2103 1117 is_linear=0 shrinkage=0.05 Tree=96 num_leaves=31 num_cat=0 split_feature=13 13 8 11 9 3 9 1 13 12 4 8 14 12 12 3 8 8 11 8 3 12 8 8 2 12 12 3 3 14 split_gain=1.80434 3.04656 3.12671 4.12032 3.42978 4.26386 2.45347 2.19039 3.67719 3.76787 3.41734 3.83392 8.9211 14.4957 11.7427 6.85083 10.2863 9.20977 5.25653 5.20744 4.42035 4.22267 3.83173 4.21016 5.50932 5.67462 7.71871 5.25652 4.41389 5.43272 threshold=50.500000000000007 52.500000000000007 0.12499999999999997 0.23611111111111113 0.47222222222222227 4.2111111111111121 0.31666666666666671 0.23611111111111113 60.500000000000007 14.216500000000002 2.5000000000000004 -0.083333333333333273 1750.0000000000002 35.153000000000006 35.635500000000008 7.8166666666666673 -0.82291666666666652 -0.42708333333333326 1.0000000180025095e-35 -0.32291666666666657 7.0500000000000007 37.376500000000007 -0.64583333333333315 1.0000000180025095e-35 0.18333333333333338 34.661500000000004 34.935500000000012 7.6125000000000007 6.5277777777777786 1750.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -6 -4 10 9 -9 22 12 14 18 -12 17 -17 -16 19 -14 -19 -22 -3 24 25 -24 -27 28 29 -28 right_child=1 7 3 4 5 -7 -8 8 -10 -11 11 -13 13 -15 15 16 -18 20 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=0.014374091197696746 -0.0071014181527165113 -0.009297433555896106 -0.031598243008031685 0.045599685747735132 0.036034312994498212 -0.026226460743138155 0.021003156917203187 -0.026636284886661584 0.044033253971709915 -0.0017173605973557768 -0.023891553519619732 8.8554478561021597e-06 0.093520766866841049 -0.035430855807284632 -0.016249098857721311 0.11688890013767457 -0.023052808520717023 0.032080007917163957 -0.0087210045449822044 0.012400337309764142 0.037025902347909034 0.11777300290462976 -0.020712494928155873 -0.00054707154886542977 0.0038785493151691046 0.11020676599203499 -0.019323413709293798 -0.019993353889001732 0.058667248603441018 0.046134892241197795 leaf_weight=21.730414729565382 244.73168339580297 68.75914353877306 7.2916803658008593 9.1829753369092959 5.3803010731935483 5.6246442794799805 3.1851323992013931 15.380473412573336 4.3439175784587851 1107.113621249795 26.542003575712442 4033.5869223438203 3.4908492751419544 49.352328492328525 8.5088463649153692 1.4446487464010704 14.42340752109885 20.764451958239082 8.5605039112269861 4.5660421773791331 3.0888920798897734 3.4026765003800392 6.1182355135679236 636.91640073806047 1139.345724157989 2.8617929592728641 6.0919137001037651 5.4705865606665602 10.399605542421339 6.6081459075212479 leaf_count=126 2218 459 76 41 22 25 16 71 18 5106 249 26220 27 451 59 17 232 114 58 33 24 30 45 2971 5119 18 33 58 72 36 internal_value=-1.27068e-05 -5.46002e-05 -0.00521556 0.00983525 0.0230386 0.00421274 -0.0156065 0.000143157 -0.00188112 -0.0020588 0.000519546 -0.00027748 -0.00828997 -0.0218307 0.00313667 0.0170306 -0.0103123 0.029162 0.0185607 0.0475478 0.0433385 0.079351 0.00228828 0.00272747 0.0044996 0.0233435 0.031919 0.0240772 0.0345142 0.0147361 internal_weight=7484.27 7462.54 275.396 30.6647 20.1879 11.0049 10.4768 7187.14 1126.84 1122.49 6060.3 4177.73 144.145 65.9697 78.1749 51.6329 15.8681 35.7649 16.6174 8.05689 27.256 6.49157 1882.57 1813.81 1176.9 37.5503 31.432 28.5703 23.0997 12.7001 internal_count=44044 43918 2398 180 88 47 92 41520 5195 5177 36325 27514 1294 569 725 476 249 227 118 60 168 54 8811 8352 5381 262 217 199 141 69 is_linear=0 shrinkage=0.05 Tree=97 num_leaves=31 num_cat=0 split_feature=8 12 14 14 12 9 2 10 2 14 0 12 12 14 11 12 12 13 10 11 3 3 3 12 11 0 3 14 2 11 split_gain=1.68855 4.22487 3.91019 5.76319 4.90135 5.73315 7.28947 4.96853 4.62644 5.24753 4.54157 4.50809 3.95819 3.87179 3.85582 3.83592 3.72909 3.63593 5.26493 5.76438 5.45374 6.40466 4.31196 4.04759 3.99964 3.92113 3.6282 4.9118 6.21949 5.79838 threshold=-0.20833333333333337 39.255000000000003 3185.0000000000005 2550.0000000000005 34.295000000000009 0.10555555555555557 0.41428571428571431 0.68333333333333346 0.15476190476190479 1750.0000000000002 4.5000000000000009 14.216500000000002 37.853000000000009 1450.0000000000002 0.73214285714285732 36.346500000000013 35.077500000000008 56.250000000000007 0.29285714285714287 0.18333333333333338 3.2678571428571432 4.0500000000000007 4.8819444444444455 34.535500000000006 0.64583333333333337 8.5000000000000018 3.9500000000000006 1950.0000000000002 0.29285714285714287 0.38750000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 10 14 9 15 12 -5 -6 -12 -1 -7 17 22 19 -19 -20 24 23 -10 -22 -25 -18 28 29 -28 right_child=-2 -3 -4 11 5 8 -8 -9 16 -11 13 -13 -14 -15 -16 -17 26 18 20 -21 21 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.019222048386315284 0.00021826475440981635 -0.032488784634990442 -0.049831902236718663 -0.026828092207225707 0.010629037831251902 0.10237599305041306 0.081215708289683886 -0.061122957049574149 -0.014452052820234779 -0.0083402475050782555 -0.0099266853012620407 0.035195346099103304 -0.044285356551385033 -0.042360346856437664 0.026578335058662653 0.025516909384535682 -0.013486419773189552 0.0065293711037570402 -0.04407194505161071 0.077900038412263048 0.078580292410940639 1.7788780910704231e-05 -0.013150887081555918 0.038501189007746496 0.021134056630216683 -0.0038164779615731479 -0.0030266518633119415 -0.014141339926779434 0.0071060409939500803 -0.038602301238054776 leaf_weight=28.919196881353855 6835.5133685693145 11.500686362385748 4.2284734994173041 3.5412717536091831 16.777139589190487 3.0293138027191144 1.8772343099117268 6.0377452820539466 10.005250781774519 4.6449985168874264 15.53682363592088 16.963858503848314 4.0793064832687369 22.566014815121889 5.4635151252150527 3.4978271536529064 64.482026383280754 4.9730133786797506 4.3446887582540503 6.5625448450446129 5.0286805927753431 24.042669251561165 32.99429589509964 15.372565612196924 7.6232812255620956 8.5012554526329023 56.106334079056978 54.318034328520298 189.53980570286512 14.391465634107588 leaf_count=190 40158 110 22 20 192 23 9 28 43 36 182 94 57 261 27 29 277 33 18 33 22 118 184 65 32 37 396 303 954 91 internal_value=-1.28109e-05 -0.0024543 -0.00191072 -0.0015897 -0.00246514 -0.00127263 -0.01578 -0.0192902 0.000459753 0.0322805 -0.0188683 0.0244838 -0.000111653 -0.0291352 -0.0119442 0.061188 -0.000253704 0.00744946 0.0172879 0.0471319 0.00889914 0.015171 -0.000285367 0.0122442 0.0439668 0.0234322 -0.00268253 -0.000466383 0.00239011 -0.0102891 internal_weight=7482.46 646.949 635.449 631.22 610.715 570.295 60.8365 40.4205 509.458 11.1721 58.9593 20.5051 20.8564 38.1028 34.3827 6.52714 498.286 119.448 52.5749 11.5356 41.0393 36.6946 66.8734 33.8791 12.652 23.8738 378.838 314.356 260.038 70.4978 internal_count=44044 3886 3776 3754 3640 3395 701 245 2694 88 692 114 249 443 217 52 2606 585 256 66 190 172 329 145 54 102 2021 1744 1441 487 is_linear=0 shrinkage=0.05 Tree=98 num_leaves=31 num_cat=0 split_feature=14 12 3 8 14 13 13 8 12 8 14 12 11 10 3 13 12 14 3 8 12 3 13 8 0 8 13 13 10 1 split_gain=1.67211 5.22789 5.32024 7.75863 5.01514 4.70709 5.07884 4.69392 3.98794 5.71457 4.80459 6.06707 5.61758 4.77759 4.74661 6.443 5.70125 6.35202 4.48206 4.64636 4.46426 4.44558 5.54758 4.39682 4.15171 7.811 6.06046 6.14967 4.06652 5.37562 threshold=1750.0000000000002 35.036500000000011 8.7638888888888911 -1.0000000180025095e-35 2985.0000000000005 57.250000000000007 54.500000000000007 -0.55208333333333315 14.216500000000002 1.0000000180025095e-35 2350.0000000000005 22.341500000000003 1.0000000180025095e-35 0.95000000000000007 11.535714285714286 53.500000000000007 22.341500000000003 2940.0000000000005 5.2678571428571432 0.1770833333333334 13.555000000000001 9.4142857142857164 57.750000000000007 0.14583333333333334 9.5000000000000018 -0.083333333333333343 57.750000000000007 55.750000000000007 0.41428571428571431 0.29285714285714287 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 8 4 -4 5 6 -3 -7 20 14 13 -12 -13 18 16 -16 17 -10 19 -11 -2 22 -22 -14 25 26 27 -18 -26 -30 right_child=1 2 3 -5 -6 7 -8 -9 9 10 11 12 23 -15 15 -17 24 -19 -20 -21 21 -23 -24 -25 28 -27 -28 -29 29 -31 leaf_value=-0.00068264177237868423 0.0018272407774708205 -0.0051092565336226716 -0.048838794162642814 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6.2166796326637259 6.4323502704501143 49.826836362481117 13.120281688868998 17.260396439582109 387.88171334937215 13.087527826428412 28.192042130976915 14.902638301253321 8.4757004976272565 leaf_count=24946 4883 1320 216 2517 40 87 5200 1466 23 90 28 57 23 37 26 84 86 27 111 106 35 50 246 60 103 1873 65 137 64 38 internal_value=-1.26831e-05 0.000821287 -0.00100766 -0.00835777 -1.58274e-06 0.000190673 0.00145478 -0.00572084 0.00296534 0.00609632 -0.00446232 0.0109385 0.0204085 -0.0118237 0.0083086 -0.0276546 0.00896114 0.0470908 -0.00700724 0.00123572 0.000889965 -0.0120152 -0.00749666 0.0370367 0.00820848 0.00960136 0.0266298 0.017993 -0.00709159 0.00649875 internal_weight=7481.83 3332.95 1798.64 216.556 1582.09 1574.74 1297.33 277.418 1534.3 611.61 105.948 34.264 28.4918 71.6843 505.662 9.01148 496.65 9.61379 62.9235 45.5453 922.694 62.4759 56.0435 18.2529 487.037 446.398 58.5161 45.4286 40.6387 23.3783 internal_count=44044 19098 10846 2733 8113 8073 6520 1553 8252 3038 512 168 140 344 2526 110 2416 50 307 196 5214 331 281 83 2366 2161 288 223 205 102 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=31 num_cat=0 split_feature=13 13 8 11 9 3 9 12 14 12 3 12 3 12 8 14 11 1 3 3 13 3 12 13 14 0 9 3 3 2 split_gain=1.65374 2.68854 2.84422 3.7219 3.0458 3.8465 2.25972 2.11859 4.90206 5.20676 3.9579 3.03729 3.98728 3.30105 4.31495 4.27382 5.24803 4.81381 3.60045 3.23322 5.60812 3.19131 4.02959 3.71205 4.42327 7.09448 6.36986 3.49546 3.48342 4.54801 threshold=50.500000000000007 52.500000000000007 0.12499999999999997 0.23611111111111113 0.47222222222222227 4.2111111111111121 0.31666666666666671 41.112500000000004 2050.0000000000005 41.229000000000006 13.900000000000002 39.505000000000003 10.35416666666667 39.305000000000007 -0.17708333333333334 1350.0000000000002 0.94444444444444453 0.18333333333333338 8.6125000000000025 4.3166666666666673 56.750000000000007 2.4722222222222228 39.783000000000008 53.500000000000007 1550.0000000000002 2.5000000000000004 0.73214285714285732 9.6333333333333346 5.4722222222222232 0.2678571428571429 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -6 -4 11 9 -9 -11 13 21 -3 -15 18 17 19 -16 -17 -21 -13 27 -24 25 -25 28 -23 29 -26 right_child=1 7 3 4 5 -7 -8 8 -10 10 -12 12 -14 14 15 16 -18 -19 -20 20 -22 22 23 24 26 -27 -28 -29 -30 -31 leaf_value=0.013733216873135556 -0.0067181071758032548 0.00013383988838821078 -0.030658508518297135 0.043046902373505197 0.03427776489276272 -0.024981295141213191 0.019879841720793708 0.076687427873596267 -0.059888324341261991 0.02092223135895321 -0.015244952848852692 0.031894858398095964 -0.021842492666403722 -0.038446868691777158 0.08561705687412402 -0.018802245072442273 0.062855629053553574 -0.052008608248209048 0.011974552425557934 0.034690327898871769 -0.00975520950124289 -0.020811161895378336 -0.037419679705576955 0.04568787270799389 0.0015989440985651406 -0.029046152533305544 -0.074800392988735101 0.034953421942895371 -0.0053285368552170812 0.052933298676661113 leaf_weight=21.817096047103405 243.46320906840265 6908.421283448115 7.1178387664258498 9.2626576274633425 5.3770173043012601 5.5803497433662415 3.2090152353048325 3.1965241692960253 2.2799456082284442 25.297120802104473 10.791248816996811 6.3507129475474349 33.793807800859213 3.8944144733250132 3.7787202000617972 7.65424521267414 4.3443125337362281 3.3893971145153037 2.9597662873566151 18.463621903210882 11.529298759996889 40.492611538618803 5.7641965672373763 12.685384653508665 12.08131840825081 4.2360019609332076 2.8421006947755805 3.0196996740996829 49.846298020333052 6.711583971977233 leaf_count=126 2218 39262 76 41 22 25 16 26 22 216 113 29 505 31 21 33 18 20 37 142 84 266 45 82 57 33 12 31 407 28 internal_value=-1.25917e-05 -5.28036e-05 -0.0049137 0.00946771 0.0219405 0.00409841 -0.014954 0.000132604 0.0113883 0.0155249 0.0101074 6.71008e-05 -0.00638562 0.000231859 0.012321 0.0161144 0.0105972 0.00506484 0.0532708 0.0102032 0.0176054 -0.00275897 -0.00435745 0.0014572 0.00399212 0.0269794 -0.00144953 -0.0169412 0.00158766 0.0199322 internal_weight=7479.65 7457.83 274.01 30.5469 20.22 10.9574 10.3269 7183.82 41.5648 39.2849 36.0884 7142.26 177.824 6964.44 56.0138 52.1194 45.3809 41.0366 6.73849 37.6472 29.9929 144.03 137.679 94.1669 88.4027 16.9214 71.4813 43.5123 68.6392 18.7929 internal_count=44044 43918 2398 180 88 47 92 41520 377 355 329 41143 1495 39648 386 355 297 279 58 259 226 990 961 664 619 115 504 297 492 85 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=31 num_cat=0 split_feature=14 13 9 12 12 13 12 13 3 10 9 9 10 12 12 2 13 10 3 0 12 12 12 12 12 2 13 12 1 8 split_gain=1.58893 5.29184 3.75412 3.72605 6.3997 5.04195 5.01844 6.77853 6.32263 3.67205 5.87219 5.64882 7.46044 3.7114 3.43224 4.8265 2.7549 4.4357 5.46272 6.52714 5.37463 6.67173 6.08976 4.43795 4.33884 4.76666 4.06692 3.87545 3.39886 5.7574 threshold=1075.0000000000002 51.500000000000007 0.38750000000000007 36.184500000000007 34.95300000000001 52.500000000000007 33.415000000000006 55.750000000000007 8.9500000000000011 0.95000000000000007 0.64583333333333337 0.35416666666666669 0.2678571428571429 37.376500000000007 34.005000000000003 0.31666666666666671 54.500000000000007 0.35416666666666669 5.5857142857142863 5.5000000000000009 38.305000000000007 38.905000000000008 38.235000000000007 35.205000000000005 38.305000000000007 0.47222222222222227 52.500000000000007 39.505000000000003 0.11805555555555557 0.12500000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 -5 7 -3 14 10 11 12 -7 -13 -8 -16 17 27 20 24 22 -22 -19 -21 -20 -26 -23 -2 29 -18 right_child=16 3 -4 5 -6 9 8 -9 -10 -11 -12 13 -14 -15 15 -17 28 18 19 23 21 26 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.074287770632818315 -0.0039027329304717885 0.016621876430144716 0.0099416352718915552 -0.030545955762511595 -0.026348474024426916 0.013640543450051529 0.048493532967954472 -0.028585477802494898 0.088399218876743776 0.042795249868211566 -0.056679755125064971 0.06708773497450024 -0.049327240781825127 0.0088093088086477218 -0.051643065465609789 0.026074325827829311 0.00041714539425448307 0.00086284503526851467 -0.0038386201969459778 -0.011112444184523325 -0.032360706640201756 0.038449125270551943 0.058637727115069753 0.050855779403702166 -0.0074358844271386259 0.063970205452490977 -0.010419325592815826 -0.020155569503569087 -0.0018643881156067744 0.0068162582720722401 leaf_weight=4.5276324525475484 669.42145299352705 16.638885073363781 4.5393848717212677 6.6853144578635684 24.088651802390814 34.73157962039113 4.1816882044076911 16.529330193996429 3.4304252229630938 10.078981235623358 3.1179048866033545 7.1347748637199384 5.4409180581569663 4.4269469827413559 3.4947816357016546 4.6635702401399612 4420.5374719798565 288.32264414429665 33.845485657453537 3.5366729050874737 27.339201390743256 6.4607672095298794 4.6343349963426581 15.782947421073912 4.0062128007411939 5.6097259745001793 12.484003737568854 38.80387962423265 1412.2450524903834 381.8655549697578 leaf_count=28 5417 105 20 48 149 287 23 97 33 43 13 31 27 20 22 21 26750 1225 170 19 117 28 20 76 23 28 56 450 6622 2076 internal_value=-1.23941e-05 0.00501868 0.042073 0.00269593 -0.00525116 0.0107996 0.00513338 -0.00590714 0.0283536 0.0150565 0.00995958 0.0139758 0.00511226 0.0447731 0.0116615 -0.00721736 -0.00011797 -0.00241211 0.0017826 0.015331 -0.000724722 -0.0165582 0.0017768 0.0395118 0.00458212 0.0342208 0.00624636 -0.00479323 0.000291879 0.000925974 internal_weight=7478.61 153.711 9.06702 144.644 73.0273 71.6164 48.9387 33.1682 15.7705 64.9311 54.8521 51.7342 40.1725 11.5617 12.34 8.15835 7324.9 1110.25 402.022 62.781 339.241 46.284 292.957 19.3196 43.4614 9.61594 18.9448 708.225 6214.65 4802.4 internal_count=44044 967 48 919 450 469 301 202 99 421 378 365 314 51 66 43 43077 7629 1762 316 1446 201 1245 95 221 51 84 5867 35448 28826 is_linear=0 shrinkage=0.05 Tree=101 num_leaves=31 num_cat=0 split_feature=3 0 12 12 14 0 10 12 13 12 14 13 11 3 14 12 12 12 13 1 2 3 14 12 10 14 13 10 12 0 split_gain=1.63114 3.54626 3.55696 4.12407 5.15461 4.64745 3.81996 3.72735 3.48221 3.61876 3.4235 4.83719 6.00395 3.34541 3.22023 4.43749 7.57485 3.0854 2.82826 2.80668 4.57418 3.60191 3.83059 3.47019 5.35667 5.21994 5.12284 4.96773 5.08156 4.20089 threshold=3.4722222222222228 2.5000000000000004 34.495000000000012 34.368500000000004 1350.0000000000002 1.5000000000000002 0.95000000000000007 34.776500000000006 59.250000000000007 33.805000000000007 1750.0000000000002 56.750000000000007 0.94444444444444453 2.8944444444444448 1175.0000000000002 36.295000000000009 37.035000000000004 39.305000000000007 58.750000000000007 0.38750000000000007 0.41428571428571431 7.9500000000000011 2350.0000000000005 34.642000000000003 0.61250000000000016 1750.0000000000002 56.750000000000007 0.73214285714285732 36.005000000000003 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -4 9 -3 13 -12 18 -8 15 -9 -17 -11 -13 -2 -21 22 23 26 -25 27 29 -26 -29 -22 right_child=19 8 7 5 6 -7 10 14 -10 17 11 12 -14 -15 -16 16 -18 -19 -20 20 21 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.019869263833616212 -0.0001958622512520336 -0.021888217120667474 -0.01473044419689128 0.0078900358890079854 -0.010569248548294588 0.059991553854223591 -0.0049999390131423224 -0.018671951057149902 0.040649332774152086 0.0042805127001283496 0.025637041593856887 -0.044536519446970374 0.029071285331229275 0.027455713925518006 -0.0021545106156397259 0.083790790809355919 0.0064354489672919062 0.043566901211920597 -0.00057438427686041496 -0.047143407361877734 0.019054134493386679 -0.048149328171924355 -0.033765179522549781 -0.013090912793929843 0.058306832564953462 -0.01887288496475853 0.043150755673662528 -0.037534977737469971 0.032867870760184145 -0.035036767224146635 leaf_weight=22.113041579723358 5971.777790741995 13.164875194430349 58.073020949959755 11.225306421518328 28.902915149927139 6.9177879095077506 47.989635497331619 5.6748550087213543 6.5650449693202964 573.66117817163467 49.361746594309807 7.0655786693096161 9.6168739795684814 9.5138165354728681 487.71414929628372 4.9002162069082251 8.935554772615431 5.0415800213813773 7.5869507491588593 6.8586729094386092 8.7101982086896914 4.7298541069030753 9.8175776004791242 68.350412547588348 7.8360497951507631 8.7258125543594343 9.9481456130743009 4.1366337388753873 6.7377248257398605 6.1056291759014121 leaf_count=93 37621 56 242 46 122 29 202 24 29 2375 202 29 40 39 2070 21 37 21 32 37 42 39 48 344 36 41 48 20 31 28 internal_value=-1.22265e-05 0.00155118 -0.000702818 0.00502272 0.00275838 0.0277558 0.00588494 -0.00273146 0.00443478 0.00403309 0.00951155 0.016651 -0.00162588 0.000369776 -0.00135768 0.018561 0.0338324 0.00462277 -0.0217733 -0.000361035 -0.00730947 -0.00528717 -0.0037321 -0.00128623 -0.00559962 0.013063 0.0153979 0.0279567 0.00608645 -0.00323682 internal_weight=7477.76 1364.02 765.591 200.294 182.151 18.1431 160.038 565.298 598.433 591.868 131.135 73.6311 24.2694 57.5035 507.225 19.5106 13.8358 578.703 14.6525 6113.73 141.957 135.098 130.368 120.551 95.7866 27.4362 24.764 18.7104 10.8744 14.8158 internal_count=44044 5709 3228 834 759 75 666 2394 2481 2452 544 303 101 241 2152 82 58 2396 61 38335 714 677 638 590 472 128 118 87 51 70 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=31 num_cat=0 split_feature=11 4 0 3 12 14 9 12 14 12 13 8 13 2 12 10 12 0 3 0 3 10 13 0 13 13 14 3 3 3 split_gain=1.57079 3.08967 4.40524 5.17311 3.3181 7.89673 4.69863 4.26656 6.85242 8.16591 4.54387 4.084 3.68208 3.47502 3.3803 4.16695 3.20927 3.12331 2.91106 7.27253 8.37565 8.83319 6.74678 8.92309 6.59577 10.4446 8.73084 5.83757 7.22905 4.15705 threshold=1.0000000180025095e-35 6.5000000000000009 1.5000000000000002 8.6125000000000025 38.195000000000007 1350.0000000000002 0.73214285714285732 37.805000000000007 1550.0000000000002 37.853000000000009 56.750000000000007 0.32291666666666674 54.500000000000007 0.11805555555555557 37.95300000000001 0.38750000000000007 39.468500000000006 7.5000000000000009 7.9500000000000011 7.5000000000000009 9.3541666666666696 0.2678571428571429 56.750000000000007 5.5000000000000009 56.750000000000007 57.250000000000007 1950.0000000000002 5.9500000000000011 6.3166666666666673 6.0500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 7 12 11 18 9 -9 -11 -7 -6 -12 15 -10 -13 -16 24 20 21 22 -20 -24 -1 26 29 -28 -29 -26 right_child=-2 2 3 -5 5 6 -8 8 14 10 13 16 -14 -15 17 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 27 28 -30 -31 leaf_value=-0.0057365987282737077 0.0003096962565798621 -0.00032340915484527916 -0.038228260835480934 -0.0092520274298488296 0.00031116154495913127 -0.0022561992007258257 0.058493199722661628 -0.066976854668503935 -0.025096782228520527 0.040914727876807389 0.027511288729329737 0.012884218540269755 0.049633543426848122 -0.049110102047223617 -0.051472437965771584 0.027380254136765592 0.067174672696233645 -0.01340888999251985 0.048373146342914737 -0.015237816511089106 -0.013344141793333597 -0.033831734963027806 -0.0068748950630784832 0.087015999089000651 0.031843311210136602 -0.0045287712939905541 -0.018008818910262903 0.070187757413050875 -0.0092034937881203087 0.0043123270008056901 leaf_weight=425.62225453928113 6247.0063282512128 114.30591760575771 18.897589560598135 83.296929651871324 5.2036004699766663 132.41063821129501 3.6012084931135169 2.9849868938326862 12.887663166970016 11.468627229332926 2.800919357687234 13.459378480911257 13.869717590510843 3.137257993221283 15.569394696503879 5.3545594960451117 3.4121496602892867 8.2425005249679071 28.307748813182116 25.917328678071499 18.25683119893074 5.5026827529072753 14.832694513723256 3.0510272160172454 58.544468805193901 143.83314521610737 24.874723136425018 5.015992343425749 6.6936373338103294 17.90478141605854 leaf_count=2271 35314 1203 186 1157 38 884 15 19 92 71 22 80 86 20 103 25 24 50 271 283 204 41 146 33 276 821 115 26 47 121 internal_value=-1.17977e-05 -0.00164561 -0.00706721 -0.0146102 -0.000486613 0.00584186 0.00205729 -0.00178088 -0.0143556 0.0094301 0.0225327 0.000695856 0.0361774 -0.0129693 -0.0258892 -0.00969343 0.0238641 -0.0382967 -0.000772035 0.00738658 0.0157691 0.026051 0.0331847 0.00914323 -0.00191807 0.00440916 0.0157825 -0.00430534 0.0248049 0.0253954 internal_weight=7476.27 1229.26 216.5 102.195 1012.76 171.957 152.883 840.803 62.4459 20.3918 17.4068 149.282 19.0733 5.93818 42.0541 18.2422 16.8715 23.8119 778.357 95.8683 69.951 51.6942 46.1915 17.8837 682.489 256.867 113.034 36.5844 11.7096 76.4493 internal_count=44044 8730 2546 1343 6184 1127 1003 5057 402 132 113 988 124 42 270 117 104 153 4655 978 695 491 450 179 3677 1406 585 188 73 397 is_linear=0 shrinkage=0.05 Tree=103 num_leaves=31 num_cat=0 split_feature=14 12 3 8 14 13 15 12 8 0 4 3 9 10 3 2 8 12 9 10 12 3 3 12 10 10 3 8 13 12 split_gain=1.57709 4.52398 4.67247 7.44849 4.61575 4.2375 4.62793 4.85231 4.36591 4.14095 7.7246 6.92589 4.90491 4.29043 6.10763 3.71771 4.41476 6.88231 9.99098 6.17141 5.96416 7.67394 5.83554 4.60273 5.2564 4.55955 3.93653 6.23688 9.05304 4.58309 threshold=1750.0000000000002 35.036500000000011 8.7638888888888911 -1.0000000180025095e-35 2985.0000000000005 57.250000000000007 1.0000000180025095e-35 35.981500000000004 -0.55208333333333315 9.5000000000000018 1.5000000000000002 5.4722222222222232 0.5634920634920636 0.95000000000000007 3.8452380952380958 0.68333333333333346 -0.052083333333333363 36.441500000000005 1.0000000180025095e-35 0.58571428571428574 38.653000000000006 5.8166666666666673 3.3166666666666669 38.805000000000007 0.41428571428571431 0.11805555555555557 5.4142857142857155 0.14583333333333334 56.750000000000007 39.095000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -8 -7 13 11 12 -11 14 -9 16 20 18 -18 26 25 23 -21 -22 -25 -3 27 -19 -29 -28 right_child=1 2 3 -5 -6 8 7 9 -10 10 -12 -13 -14 -15 -16 -17 17 19 -20 22 21 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=-0.00066275592469178658 0.0027914920386747522 -0.037964319076378747 -0.048467738856415497 -0.0056951938573004367 -0.03993104854622595 -0.036983200405409526 0.0020369686400764204 -0.03736057505065267 -0.0041537138113128622 0.049482678444565414 0.059377428825147786 -0.045958640948842146 -0.013657740538494903 0.0072621999244548117 -0.0086879293146193588 -0.002989951076189322 0.090242244963281606 0.0031378880100340896 0.01824250094685782 -0.0018768185685971721 0.080189297433016227 -0.022255180107752071 0.031695157186818 0.054628105448879277 -0.01107429713539144 -0.0044020044574554868 0.014992323396617808 -0.038335140650200161 0.022357083221346944 -0.0032277394881588847 leaf_weight=4146.0670899301767 1534.7779881134629 11.83603550493717 10.713840447366236 203.64982841163874 7.1919635087251654 10.528121462091802 379.76086086779833 20.658157646656036 265.90013661049306 6.1938216239213997 6.5162955075502387 6.4133413806557646 6.1098925173282623 35.434318423271179 183.98605668544769 135.33593738079071 5.6423837170004836 120.39370545744896 32.986241638660431 18.812021747231483 4.6397240459919038 7.7757447473704806 41.496182456612587 6.0676974952220899 6.1090411692857742 69.776213973760605 109.09297901019454 22.763970971107483 8.4157445430755633 50.48703957349062 leaf_count=24946 8252 90 216 2517 40 87 1813 86 1466 27 33 35 26 147 1079 570 32 534 165 79 20 64 177 28 28 344 669 98 36 340 internal_value=-1.19576e-05 0.000798459 -0.00090594 -0.00783295 3.36773e-05 0.000216386 0.00141454 -0.00158766 -0.00540407 -0.00677586 0.0124919 -0.00383121 0.0181278 -0.00880098 -0.0115823 0.00438653 0.00632012 0.00867303 0.0287593 0.00658424 -0.00276526 0.0188197 0.021223 0.0378123 0.0216654 -0.00926947 0.00374693 -0.00202362 -0.0219536 0.00922796 internal_weight=7475.53 3329.47 1794.69 214.364 1580.32 1573.13 1296.7 645.073 276.428 265.312 25.2334 18.7171 12.3037 240.079 204.644 651.631 516.295 410.09 38.6286 371.462 106.204 24.5922 60.3082 16.8165 12.1767 81.6122 311.153 151.573 31.1797 159.58 internal_count=44044 19098 10846 2733 8113 8073 6520 3246 1553 1433 121 88 53 1312 1165 3274 2704 2130 197 1933 574 140 256 76 56 434 1677 668 134 1009 is_linear=0 shrinkage=0.05 Tree=104 num_leaves=31 num_cat=0 split_feature=13 14 14 13 8 3 8 3 14 13 8 1 11 14 8 8 12 10 9 4 12 15 14 12 0 4 3 14 12 9 split_gain=1.53566 3.16148 2.83034 2.74117 3.63017 3.3798 2.90395 2.85626 2.68268 2.53841 3.55808 4.95398 3.13056 3.98448 3.22348 5.65416 8.73985 3.78615 6.65726 5.04389 3.06397 9.31451 4.4525 3.78356 6.8386 4.98025 6.76697 4.39507 5.45432 3.04125 threshold=60.500000000000007 3185.0000000000005 3050.0000000000005 58.250000000000007 -1.0000000180025095e-35 3.3541666666666674 -0.47916666666666663 5.4722222222222232 3270.0000000000005 57.250000000000007 0.42708333333333343 0.21111111111111114 1.0000000180025095e-35 1075.0000000000002 0.27083333333333337 0.22916666666666671 36.95300000000001 1.0000000180025095e-35 0.43650793650793657 14.500000000000002 34.535500000000006 1.0000000180025095e-35 2050.0000000000005 36.346500000000013 3.5000000000000004 9.5000000000000018 8.3166666666666682 1250.0000000000002 34.895000000000003 0.5634920634920636 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 -8 -4 -1 12 29 13 -11 15 17 -17 18 19 20 21 -14 23 24 25 26 27 -22 -29 -12 right_child=1 -3 8 4 5 -7 7 -9 -10 10 11 -13 14 -15 -16 16 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00031396527084054425 0.04255573856999232 -0.0047876109333160402 -0.017639982635370598 -0.0030372267571763135 0.030541775791633211 0.0010671948947516049 0.014826270542069409 0.064675740600651274 0.0047576625262853237 0.052827492093688026 0.0087941804809478965 -0.032488078538442343 0.050333332378707699 -0.0096774488272673258 -0.016335106592687731 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3593 13 40 24 116 83 556 41 37 55 21 71 39 internal_value=-1.18828e-05 0.0163777 -4.32228e-05 4.61529e-05 0.00743951 0.00405722 0.0292047 0.0427846 -0.0106558 -7.91436e-05 -0.00229832 0.00927054 -0.00300071 -0.0088214 -0.00169785 -0.00104497 0.0331933 -0.00155639 0.00619291 0.00454122 0.00294379 -0.0143455 0.00647391 0.00993203 0.0241555 0.032322 0.0249157 0.0393259 0.027038 0.0140039 internal_weight=7474.25 14.2649 7459.98 7397.68 123.281 106.7 16.581 11.667 62.3008 7274.4 1094.69 62.658 1032.03 188.752 843.276 807.268 11.8808 795.387 131.551 128.775 125.504 21.2803 104.224 93.7289 31.1944 27.8103 24.7748 18.9976 15.0648 56.2787 internal_count=44044 69 43975 43654 690 603 87 59 321 42964 6755 336 6419 1492 4927 4741 59 4682 1089 1076 1036 148 888 805 249 208 171 116 92 303 is_linear=0 shrinkage=0.05 Tree=105 num_leaves=31 num_cat=0 split_feature=4 0 2 9 2 9 1 9 14 11 14 12 12 12 14 3 14 1 13 3 3 9 0 13 11 0 12 12 8 4 split_gain=1.53649 4.59367 3.8007 9.04932 6.91771 4.93677 4.78959 4.8973 5.94126 5.67508 4.27075 4.71678 10.2077 6.20344 4.35182 4.30033 4.12599 4.46439 6.16087 4.86509 4.65421 3.84293 5.21092 3.81321 3.77319 5.88412 4.59258 9.66117 6.84121 4.19982 threshold=4.5000000000000009 4.5000000000000009 0.15476190476190479 0.21111111111111114 0.23611111111111113 0.18333333333333338 0.15476190476190479 0.2678571428571429 1250.0000000000002 0.21111111111111114 2900.0000000000005 34.495000000000012 34.895000000000003 34.905000000000008 1950.0000000000002 7.8166666666666673 1250.0000000000002 1.0000000180025095e-35 57.750000000000007 6.5277777777777786 8.6833333333333353 1.0000000180025095e-35 3.5000000000000004 54.500000000000007 0.38750000000000007 7.5000000000000009 35.405000000000008 36.205000000000005 -0.083333333333333412 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 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 24 6 10 7 -5 -9 -10 11 15 14 -14 -13 21 17 18 -15 -20 -21 23 -23 -1 25 29 28 -28 -26 -4 right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12 12 13 16 -16 -17 -18 -19 19 20 -22 22 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.025718334329414835 -0.00059435991070994629 -0.015368556184429083 0.0024680565388241235 0.023834776802017281 0.00030762040273605581 0.054110219038208202 0.046537372670227492 0.047207017475432198 0.0027026719289957703 -0.054317927163108772 0.034946909973538103 0.019948561756892927 -0.048308203795208664 0.010059407311319204 0.058688879217896853 -0.034883578754744821 0.00096721372462296783 -0.03245944052613637 0.078960937708057219 -0.013530109997394952 0.075674618851873349 0.055206641547617431 -0.0038352986019872925 -0.014724349618779968 0.023059783869231004 -0.0256144402774456 0.065911725047808747 -0.0019801653181024162 -0.049058866394041181 -0.019059392148104846 leaf_weight=6.6919214800000182 3138.9392216671258 53.509829502552748 57.833168882876635 29.984316367655993 3436.7556767947972 4.9464856497943392 11.245221965014933 4.132968686521056 11.407570607960226 7.0668591931462279 10.897862955927847 38.377417728304863 5.8542454019188872 73.503068927675486 8.937280058860777 12.458468969911335 338.79242220893502 5.1123893782496443 6.2998065799474698 4.2396754957735538 2.2320027947425842 6.0310224294662467 9.8252476677298528 45.168987393379211 5.4100095853209487 63.577598094940186 6.8964317962527302 21.816860523074865 8.3849292397499067 37.247984822839499 leaf_count=36 22740 753 362 180 15500 32 66 22 62 35 55 219 29 423 48 122 2032 38 31 32 21 28 62 228 32 416 36 127 49 228 internal_value=-1.17856e-05 -0.000841996 0.000607304 1.79233e-05 0.00061055 0.00437304 0.0169192 0.0105862 -0.00698537 -0.0191089 0.00394474 0.0033452 0.00520826 0.00281471 0.0272662 -0.0078865 0.00351044 0.0129388 0.0156289 0.0476829 0.0172355 -0.00291963 0.0186216 -0.00950579 -0.0102946 -0.0138391 0.0029348 0.0143263 -0.0207758 -0.00596531 internal_weight=7473.58 3192.45 4281.13 3701.76 3500.59 579.368 63.8369 52.5917 22.6074 18.4744 574.422 563.524 483.348 436.034 47.3147 80.1756 430.179 91.3869 86.2746 12.7715 6.47168 67.7172 15.8563 51.8609 201.167 158.659 42.5082 28.7133 13.7949 95.0812 internal_count=44044 23493 20551 17115 15865 3436 365 299 119 97 3404 3349 2873 2606 267 476 2577 545 507 84 53 354 90 264 1250 1006 244 163 81 590 is_linear=0 shrinkage=0.05 Tree=106 num_leaves=31 num_cat=0 split_feature=14 12 3 8 14 3 13 8 13 0 12 12 8 14 12 11 10 3 13 12 0 12 3 13 3 10 8 8 0 8 split_gain=1.43389 4.08491 4.2253 4.93571 3.96932 3.85302 3.82345 5.09169 4.42719 3.67982 3.63284 3.51244 5.07323 4.35502 5.44798 4.88458 4.33247 4.30856 5.94713 5.00634 5.80889 4.25138 4.16601 5.01703 4.06949 4.43782 4.32069 3.8949 3.66863 6.98516 threshold=1750.0000000000002 35.036500000000011 8.3541666666666696 -1.0000000180025095e-35 2985.0000000000005 8.6125000000000025 57.250000000000007 -0.55208333333333315 54.500000000000007 9.5000000000000018 40.714500000000008 14.216500000000002 1.0000000180025095e-35 2350.0000000000005 22.341500000000003 1.0000000180025095e-35 0.95000000000000007 11.535714285714286 53.500000000000007 22.341500000000003 4.5000000000000009 13.555000000000001 9.4142857142857164 57.750000000000007 5.2678571428571432 0.2678571428571429 0.27083333333333337 0.14583333333333334 9.5000000000000018 -0.083333333333333343 decision_type=2 2 2 2 2 2 2 2 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 11 4 5 6 -4 8 -8 -3 -5 -1 21 17 16 -15 -16 24 19 -19 20 -13 -2 23 -23 25 -14 -27 -17 29 -21 right_child=1 2 3 9 -6 -7 7 -9 -10 -11 -12 12 13 14 15 27 -18 18 -20 28 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00078018045054283546 0.0016170252154705939 -0.0047988469865363342 0.020447852127656738 -0.0061470576670248807 -0.037998637124913838 -0.045842489741962221 -0.04033029572224265 -0.0038008227210902662 0.002818819122692618 0.033918104419046073 0.014213445284240296 0.082630067297807849 0.046319744578236177 -0.034380919327638433 -0.0085707750495695161 -0.0023782901987169803 -0.044413892713528295 0.05196356288718873 -0.048273567239891166 0.024907900038926779 0.0056206264454479486 -0.050602198820858424 -0.050719694664507813 -0.0023810175576205279 -0.027613097732184611 -0.016448073471280637 0.017578133357183525 0.048909162288044983 -0.0068517907875436561 0.0064420422559022736 leaf_weight=4103.2524950131774 861.76874479651451 233.66522727161646 2.6491154190152875 224.27095751091838 6.8041242510080329 12.703238524496554 9.9050143770873529 258.3422060534358 1038.0782358497381 5.8813185058534136 40.800901629030704 4.8407522886991483 4.8278168737888327 5.6950196847319594 10.201945856213571 5.1380991935730007 8.7263561338186246 1.8797558099031428 6.9539789371192455 58.989585246890783 4.9556134641170502 6.0494799539446822 6.228140950202941 49.781674422323704 17.097675964236259 26.300469532608986 14.458613112568854 13.242638394236563 40.424542125314474 388.4608707241714 leaf_count=24582 4883 1259 38 2704 38 247 82 1401 5020 57 364 25 22 28 57 23 37 26 84 288 25 35 50 246 111 112 62 60 205 1873 internal_value=-1.18348e-05 0.000761021 -0.000860573 -0.00695426 0.000106607 -0.0344038 0.000274967 -0.00514967 0.00141918 -0.00512323 -0.000632558 0.00265317 0.00559032 -0.00437395 0.0102757 0.0191734 -0.0114059 0.00766949 -0.0269438 0.00828389 0.0436739 0.000706803 -0.0119327 -0.00760593 -0.00681082 0.000991219 -0.00437784 0.0345724 0.00757327 0.00887649 internal_weight=7472.37 3328.32 1792.3 245.505 1546.79 15.3524 1539.99 268.247 1271.74 230.152 4144.05 1536.02 612.194 105.689 34.2777 28.5827 71.4109 506.505 8.83373 497.671 9.79637 923.828 62.0593 55.8312 62.6846 45.5869 40.7591 18.3807 487.875 447.45 internal_count=44044 19098 10846 3046 7800 285 7762 1483 6279 2761 24946 8252 3038 512 168 140 344 2526 110 2416 50 5214 331 281 307 196 174 83 2366 2161 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=31 num_cat=0 split_feature=1 3 3 3 12 12 3 10 12 0 15 11 3 14 0 3 11 3 13 3 12 12 14 10 0 12 12 1 13 12 split_gain=1.4749 3.67526 3.35515 5.20732 2.8811 6.12283 3.66596 3.37 7.08398 3.34573 5.03597 4.29964 4.24648 3.94767 3.92263 2.94233 3.24794 4.88209 5.28087 4.08118 2.7558 11.6376 4.21041 5.23505 3.01637 3.21934 3.59217 2.87221 4.30852 2.77956 threshold=0.47222222222222227 7.9500000000000011 2.2250000000000005 2.0500000000000003 34.642000000000003 34.735500000000009 1.8660714285714288 0.58571428571428574 34.205000000000005 2.5000000000000004 1.0000000180025095e-35 0.94444444444444453 1.6904761904761907 1750.0000000000002 4.5000000000000009 4.0500000000000007 0.70714285714285718 1.8660714285714288 55.750000000000007 2.6125000000000003 37.853000000000009 38.086500000000008 1450.0000000000002 0.95000000000000007 1.5000000000000002 35.981500000000004 34.995000000000012 0.23611111111111113 56.750000000000007 33.212500000000013 decision_type=2 2 2 2 2 2 2 2 2 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 20 7 6 -6 8 -2 -7 11 13 -12 -11 -13 16 19 -18 -19 -9 22 -22 -1 -24 25 26 29 28 -26 -25 right_child=1 -3 -4 -5 5 9 -8 15 -10 10 12 14 -14 -15 -16 -17 17 18 -20 -21 21 -23 23 24 27 -27 -28 -29 -30 -31 leaf_value=-0.0068238306163244476 -0.0029129620087423561 -0.047313545929740554 -3.8707268103188658e-05 0.042176739845969639 -0.010685084889771752 -0.0059973664940322939 -0.062210823264298415 -0.0046054584042111088 0.047206924345460449 0.055109061816468533 0.021992564708511502 0.016350706705983348 -0.018322277574278466 0.0097425661363216166 -0.035489604075411164 -0.039794735971167672 0.0039320491045161388 0.0028863151234394639 -0.046938881235899926 0.057892211303309141 0.083015176105159641 0.0049747421685664471 -0.023786998780666344 0.031189790590651769 0.06243692272690507 -0.01197789397090524 0.028768284436313053 0.011510173184871589 0.0061633501426237147 -0.0019972718631531355 leaf_weight=80.589057996869087 16.190465256571773 4.5569696202874175 6700.9632617160678 9.4489350467920286 6.6696049571037275 262.37674314528704 7.1557414829730988 5.0012068301439268 12.488034963607786 10.910667523741724 8.8618531376123411 12.348919138312342 24.843698017299175 8.5552850514650327 5.1796373426914206 4.4934511184692374 91.748279362916946 10.377429619431497 10.907738417387007 5.4682348817586899 5.6547158360481253 30.779858261346817 12.079298466444014 7.5207642018795005 8.6444556862115842 19.968198403716087 19.789551794528961 22.11248779296875 5.608064040541648 39.166272774338722 leaf_count=330 77 39 40689 39 28 1203 33 21 56 47 36 51 110 37 21 22 385 43 46 24 23 127 50 32 40 81 80 89 25 160 internal_value=-1.17336e-05 -0.00261229 0.000178064 0.00573578 -0.00220778 -0.00474941 -0.0373538 0.00341978 0.0189117 -0.00339606 0.00625769 0.0189952 -0.00772271 0.0351705 0.00103205 -5.12992e-05 0.0013947 -0.00107301 -0.022647 0.0280373 0.00436893 0.0170868 0.00221851 0.00762082 0.01071 0.00562764 0.010916 0.0227916 0.0402945 0.0033488 internal_weight=7470.46 508.134 6962.32 261.362 503.577 346.902 13.8253 156.675 28.6785 333.077 70.7001 36.9945 33.7056 19.466 17.5286 127.996 123.503 113.033 21.2852 10.4694 251.913 36.4346 215.478 134.889 122.81 86.4448 66.4766 36.365 14.2525 46.687 internal_count=44044 2279 41765 1076 2240 1566 61 674 133 1505 302 156 146 84 72 541 519 474 89 45 1037 150 887 557 507 353 272 154 65 192 is_linear=0 shrinkage=0.05 Tree=108 num_leaves=31 num_cat=0 split_feature=13 13 8 3 10 3 2 8 4 12 9 12 12 11 2 14 12 15 14 15 0 3 9 4 0 2 8 12 11 3 split_gain=1.42127 2.27455 2.55673 3.33091 3.3424 2.46119 4.54153 2.16541 2.78844 2.09062 5.35455 2.9774 7.19902 4.59438 9.31012 6.26211 3.78057 4.65187 4.39183 3.61652 3.66616 7.89306 3.46395 3.43818 4.94223 3.71283 3.31247 2.85453 4.0427 2.92222 threshold=50.500000000000007 52.500000000000007 0.12499999999999997 5.1055555555555561 0.47222222222222227 5.6125000000000007 0.2678571428571429 0.55208333333333348 4.5000000000000009 38.653000000000006 0.5634920634920636 37.353000000000009 37.635500000000008 0.38750000000000007 0.23611111111111113 1650.0000000000002 35.95300000000001 1.0000000180025095e-35 1075.0000000000002 1.0000000180025095e-35 1.5000000000000002 10.950000000000001 0.95000000000000007 9.5000000000000018 1.5000000000000002 0.41428571428571431 -0.44791666666666657 37.905000000000008 1.0000000180025095e-35 7.2111111111111121 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -5 7 8 -7 11 -11 16 13 14 15 -13 18 -18 -2 20 21 -20 -19 24 -14 27 -21 -26 -29 -30 right_child=1 -3 3 5 -6 6 -8 -9 -10 10 -12 12 23 -15 -16 -17 17 22 19 26 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=0.012705972429124602 0.030899085902725606 0.00012147843628753739 0.059635604225809657 -0.040373962709632116 0.0078508455427416506 -0.06243956571509747 0.049523732227743172 0.015671467782449749 0.0083237716227636347 -0.026791099694930393 0.048119729832820646 -0.023986168563035856 0.037441579210436282 -0.011671391309479775 0.14817788721506309 0.085617531431421215 -0.0046381309027711398 -0.044566403135588441 0.070488276230826583 0.056928971129299524 -0.055249646514754627 -0.020052803037657146 0.022336884475535963 -0.053205807241053608 -0.032695630856803104 -0.039482073216148245 -0.0018552163878753185 -0.021004887994460694 0.087789160150802223 0.0099015535814685682 leaf_weight=21.905676912516356 8.8104743510484678 7175.4453393816948 5.1323899179697055 3.8708111643791225 7.9311602413654327 3.3762387707829458 4.0015688538551322 3.7279661037027836 2.3689477816224098 24.206604216247801 2.6462470591068259 2.7878474295139295 6.9053989276290002 2.7338076010346413 2.2868863269686699 2.4471197165548801 22.666394867002964 18.336760934442285 2.6431442350149181 2.465536465868353 5.8613434582948676 26.954027604311705 2.1629247069358817 3.2669982481747857 3.3861231151968267 7.4434074088931075 85.537898041307926 3.2650110609829408 2.5507049113512039 2.2813028171658516 leaf_count=126 61 41520 21 17 33 25 19 30 35 300 12 28 45 13 12 28 171 190 21 22 52 313 9 62 31 35 747 24 14 28 internal_value=-1.12597e-05 -4.86655e-05 -0.00453621 0.00912762 0.028196 -0.00523345 0.00486118 -0.0140048 -0.0332613 -0.00625568 -0.0194089 -0.0046113 0.00781789 0.0438397 0.0640151 0.0272488 -0.00739943 -0.0202478 -0.00320645 -0.00564029 -0.0191218 -0.0119671 -0.0375074 -0.00487768 0.00123444 -0.0119758 -0.000208297 0.0058538 0.0219749 0.0510166 internal_weight=7469.41 7447.5 272.055 30.4091 13.0636 17.3455 13.4747 9.47315 5.74519 241.646 26.8529 214.793 39.3546 10.2557 7.52185 5.23497 175.439 43.1661 132.272 123.462 35.4585 29.5972 20.4997 29.0989 25.8319 18.9265 88.0034 11.4831 8.09702 4.83201 internal_count=44044 43918 2398 180 54 126 109 90 60 2218 312 1906 320 81 68 56 1586 370 1216 1155 386 334 199 239 177 132 769 97 66 42 is_linear=0 shrinkage=0.05 Tree=109 num_leaves=31 num_cat=0 split_feature=13 10 0 14 8 14 13 8 3 0 15 8 3 13 12 2 8 11 12 8 9 12 15 12 10 10 8 8 11 14 split_gain=1.40327 2.96489 2.83976 2.60888 2.60376 4.31304 2.40352 3.32265 3.01658 2.5901 2.46587 2.66351 2.27158 2.13626 3.29684 3.77792 2.95941 4.81713 5.97881 4.68556 5.21382 3.95578 3.49359 8.69235 3.1599 6.13365 2.90136 3.94813 2.85684 3.49038 threshold=60.500000000000007 0.47222222222222227 1.5000000000000002 3050.0000000000005 -0.12500000000000003 3270.0000000000005 58.250000000000007 -1.0000000180025095e-35 3.3541666666666674 9.5000000000000018 1.0000000180025095e-35 0.57291666666666685 1.5357142857142858 57.250000000000007 40.005000000000003 0.18333333333333338 0.42708333333333343 0.58571428571428574 37.205000000000005 0.45833333333333348 0.5634920634920636 35.077500000000008 1.0000000180025095e-35 36.653000000000006 0.13392857142857145 0.29285714285714287 0.57291666666666685 0.67708333333333348 1.0000000180025095e-35 1075.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 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 12 13 9 -9 -8 11 -10 -6 -1 16 -16 28 19 21 -18 22 -19 23 -21 -24 -26 -25 -28 29 -15 right_child=1 -3 -4 4 5 -7 7 8 10 -11 -12 -13 -14 14 15 -17 17 18 -20 20 -22 -23 24 26 25 -27 27 -29 -30 -31 leaf_value=0.00028741926170634352 0.026494301003105167 0.044183237471151125 -0.030551968680708697 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4.0428582727909079 7.2864661812782288 3.4295227192342272 5.5428571701049796 4.1432928889989835 5.7195972576737404 4.0052746906876546 5.4388072192668915 831.16583338007331 181.99008279852569 leaf_count=36209 24 23 22 31 17 86 29 47 514 58 22 20 187 20 114 10 43 20 21 29 17 31 32 32 25 29 20 33 4839 1440 internal_value=-1.12192e-05 0.0156431 -0.00253348 -4.12252e-05 -0.0102528 -0.00706384 4.44577e-05 0.00696773 0.00371829 0.0277051 0.000901539 0.00251695 -0.0159497 -7.29506e-05 -0.00211173 0.0217072 -0.00242865 0.0082049 -0.0153691 0.0164864 0.0091684 0.00358546 0.00273619 0.0157163 -0.0172159 -0.00284051 -0.00394147 0.0129125 -0.00307437 -0.00869976 internal_weight=7468.58 14.2883 8.72897 7454.29 62.0266 56.547 7392.27 123.271 106.572 16.6993 95.8277 92.092 39.9885 7268.99 1091.85 14.3368 1077.52 61.686 16.0365 45.6494 37.7675 11.5748 33.7246 20.4322 13.2924 9.86289 14.9869 9.44408 1015.83 184.666 internal_count=44044 69 46 43975 321 290 43654 690 603 87 556 534 204 42964 6755 124 6631 332 72 260 217 51 200 114 86 54 85 53 6299 1460 is_linear=0 shrinkage=0.05 Tree=110 num_leaves=31 num_cat=0 split_feature=8 1 10 8 0 13 3 10 9 14 12 12 10 12 3 3 11 8 9 8 12 14 14 10 9 13 8 12 12 14 split_gain=1.34278 4.6445 3.83124 2.82813 2.61462 4.69081 4.08898 3.52735 2.55344 3.71748 2.52747 4.51477 2.52117 3.31172 2.81637 3.63607 4.56443 2.32118 3.14208 3.00727 7.63064 4.5096 7.53877 7.40933 7.43291 6.42538 6.17996 6.02892 6.02717 5.60614 threshold=-0.64583333333333315 0.10555555555555557 0.70714285714285718 -0.52083333333333315 9.5000000000000018 56.750000000000007 4.7071428571428582 0.58571428571428574 0.47222222222222227 1650.0000000000002 34.805000000000007 34.368500000000004 0.73214285714285732 38.995000000000012 4.0500000000000007 4.6833333333333345 0.58571428571428574 -0.20833333333333337 0.95000000000000007 -0.16666666666666655 34.505000000000003 1750.0000000000002 1550.0000000000002 0.76388888888888895 0.075000000000000025 55.750000000000007 -0.1979166666666666 35.353000000000009 37.281500000000008 1350.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 4 12 6 -6 -3 -7 10 -10 11 -1 13 14 -2 16 -16 18 -5 20 -19 22 23 24 -22 26 -23 -24 -29 -26 right_child=3 2 -4 17 5 7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 21 25 27 -25 29 -27 -28 28 -30 -31 leaf_value=-0.041354593719984248 0.039589092259381051 0.04748942574833883 -0.029860730914872419 -0.0041485870870478217 -0.044785678850356253 -0.0094748867104211699 0.0056673255473326488 0.051692967583741957 0.027600257639787157 -0.03726753549462241 -0.032954695355613781 0.041893006389207531 -0.016574321616183267 -0.036005973787127464 -0.036379005669238441 0.015815788172951695 0.02516666245283089 0.041093972862378592 0.030175405177726877 4.7189505205993378e-05 0.043080590731813383 0.017531124406893007 -0.006014979804131384 0.052777282475084335 -0.041213516733563021 0.0051572375757143411 -0.048559879209305518 0.092626449290774168 0.024139333949661571 0.0052644293532551857 leaf_weight=3.1290448941290405 9.2973298579454404 6.6166683435440055 8.6651035547256452 421.14455312862992 6.6246705204248455 8.2549635767936689 50.076801989227533 3.2987357676029196 6.0211174786090833 3.4882202073931694 25.089486988261342 3.3965841718018055 8.7797555029392225 3.4921120367944232 8.1476905792951566 55.6035794634372 4.7798262536525717 15.178633488714693 6.7747429311275473 6699.0420117657632 5.6681143604218986 4.8032196201384094 5.0960434265434769 5.7641945630311957 14.265003494918346 36.865502662956715 13.417767763137816 6.4009289741516096 6.4490324780344963 11.900592446327209 leaf_count=30 41 32 47 2436 36 52 325 17 38 20 253 30 38 27 38 377 21 78 28 39499 46 24 28 24 69 188 76 32 33 61 internal_value=-1.09471e-05 -0.00515672 0.00161477 7.64137e-05 0.00525751 -0.0112432 0.0105484 0.00798935 -0.0189118 0.00380542 -0.0257448 0.00197571 0.00888032 0.0116285 0.0137659 0.0102625 -0.0136231 -3.29562e-05 -0.00360518 0.000191023 0.0078498 0.00328866 0.0133419 0.000615542 -0.00882949 -0.00684805 -0.0311377 0.0400043 0.0582547 -0.0200745 internal_weight=7467.53 124.661 83.5369 7342.87 74.8718 18.1784 56.6935 11.5537 41.1245 9.50934 31.6151 6.52563 90.1003 81.3205 77.8284 68.5311 12.9275 7252.77 427.919 6824.85 125.809 110.63 55.5439 37.5979 31.8337 55.0865 18.221 17.946 12.85 26.1656 internal_count=44044 880 509 43164 462 105 357 69 371 58 313 60 542 504 477 436 59 42622 2464 40158 659 581 293 200 176 288 100 93 65 130 is_linear=0 shrinkage=0.05 Tree=111 num_leaves=31 num_cat=0 split_feature=1 3 3 3 12 12 12 12 12 12 12 12 13 13 15 14 1 0 14 12 11 13 14 11 12 12 14 12 12 2 split_gain=1.3395 3.45598 2.97953 4.64102 2.81417 3.68169 2.48656 10.5782 3.86364 4.53124 5.03805 4.64616 3.61524 2.93516 5.07426 3.81235 2.6616 2.57956 3.68734 2.79664 5.09005 2.45541 2.40562 2.89687 2.34007 2.29874 2.72428 2.01885 5.91749 3.45935 threshold=0.47222222222222227 7.9500000000000011 2.2250000000000005 2.0500000000000003 38.855000000000011 39.505000000000003 37.853000000000009 38.086500000000008 35.981500000000004 35.505000000000003 35.405000000000008 34.905000000000008 56.750000000000007 55.750000000000007 1.0000000180025095e-35 1350.0000000000002 0.23611111111111113 1.5000000000000002 1850.0000000000002 36.981500000000004 0.94444444444444453 56.750000000000007 1750.0000000000002 0.94444444444444453 35.276500000000006 39.305000000000007 1650.0000000000002 34.642000000000003 34.735500000000009 0.73214285714285732 decision_type=2 2 2 2 2 2 2 2 2 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 27 -6 8 -8 9 10 11 13 -11 15 -15 -1 21 18 19 20 -10 24 23 -19 -13 26 -9 -2 29 -29 right_child=1 -3 -4 -5 5 -7 7 25 17 12 -12 16 -14 14 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.021760036800234941 0.0032368643247381555 -0.046575654731409108 -3.4197343147585892e-05 0.039893868951081907 -0.039804783018682587 0.012206472965678146 0.079148595903576868 0.026579279603440704 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18.505344852805138 5.8784762620925886 317.02396688610315 7.7830262035131454 leaf_count=31 674 39 40689 39 56 28 23 26 44 50 31 43 23 31 172 143 27 40 25 84 35 21 28 37 22 25 76 28 1421 33 internal_value=-1.08182e-05 -0.00249089 0.000170011 0.00541119 -0.00210468 -0.0230291 0.00412199 0.0162045 0.00207699 0.00678557 0.00347642 0.00599169 0.0305526 0.000573178 -0.00775307 0.0102141 0.0240236 -0.00745678 -0.0144189 -0.00899537 -0.0225707 0.0328683 0.00556454 -0.00388468 0.042631 0.00466787 -0.00210666 -0.00143628 -0.00365187 -0.035872 internal_weight=7467.07 507.446 6959.62 260.994 503.039 15.5713 251.588 36.4181 215.17 144.034 126.431 118.881 17.6033 91.4121 49.0504 42.3617 27.4689 71.136 46.3527 40.3802 19.5605 20.7635 24.7834 18.1172 15.7015 30.7771 24.705 487.467 330.685 13.6615 internal_count=44044 2279 41765 1076 2240 84 1037 150 887 594 521 490 73 377 203 174 113 293 188 163 79 86 105 77 65 127 102 2156 1482 61 is_linear=0 shrinkage=0.05 Tree=112 num_leaves=31 num_cat=0 split_feature=14 12 3 8 4 8 15 12 8 12 3 13 8 13 13 3 4 11 14 1 3 12 12 0 11 3 2 12 3 3 split_gain=1.34703 3.53957 3.89511 3.80083 17.2136 4.38133 4.13651 6.21726 6.68952 6.12739 11.4957 5.76405 4.83506 4.94875 4.2227 6.34106 7.61147 7.00175 4.17875 4.15717 5.78605 5.68815 6.51645 4.67953 4.65159 4.12504 4.76454 4.26862 4.10687 7.22862 threshold=1750.0000000000002 35.036500000000011 13.900000000000002 -0.083333333333333273 2.5000000000000004 -0.072916666666666616 1.0000000180025095e-35 36.505000000000003 0.35416666666666685 36.305000000000007 7.9500000000000011 55.750000000000007 0.16666666666666663 53.500000000000007 57.750000000000007 4.6125000000000007 5.5000000000000009 1.0000000180025095e-35 1950.0000000000002 1.0000000180025095e-35 7.1055555555555561 37.553500000000007 35.935000000000009 1.5000000000000002 0.94444444444444453 7.2111111111111121 0.41428571428571431 35.195000000000007 5.5857142857142863 4.3166666666666673 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 25 -5 7 8 9 12 11 -11 13 -7 15 -15 -17 -18 19 20 21 22 -8 -24 28 26 27 -3 29 -21 right_child=1 2 -4 5 -6 6 18 -9 -10 10 -12 -13 -14 14 -16 16 17 -19 -20 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0006121040470699478 0.0024995331327620565 -0.030351151874476026 -0.020221348024136769 0.051838679939134352 -0.03229677096502951 -0.045247945193956439 0.0079027177275667847 0.0013936996452426245 0.082033151699806295 0.062143457160365713 0.12210345194764122 -0.00076789234941338272 -0.04870967972439591 -0.0021180859526328268 -0.015935870958713547 0.066103275532199093 0.064511614649308296 -0.015119660733664039 0.00029502533761845471 -0.018863217254727942 -0.018089434338944315 0.040145569057854283 0.0015454486328468652 -0.032795179621942692 -0.04945817655206361 -0.027370375054240337 -0.0049809359330509236 0.011651661741456544 -0.041802055715264984 0.034986975464841065 leaf_weight=4141.1067000627518 1536.2308120131493 6.4382942020893088 25.378961507230997 4.1559582911431781 50.292485436424613 3.9627541154623023 70.328868769109249 655.83729103580117 3.6454965583980075 5.4268622845411363 3.3050960637629023 11.063412249088286 3.9215078502893439 18.956075012683868 10.406427033245562 11.447664633393289 4.0308537334203693 8.7585866525769234 487.79327253997326 22.456596568226818 52.393113359808922 8.9645237103104574 18.023231945931911 22.065694436430931 10.892271250486372 13.354806538671253 137.44768082350492 99.992744497954845 9.293425038456915 8.625580430030821 leaf_count=24946 8252 34 414 28 501 27 324 3872 19 24 32 51 23 79 67 60 35 72 2870 97 555 45 87 108 48 136 621 522 55 40 internal_value=-1.03128e-05 0.00073921 -0.000772683 -0.000492758 -0.00554346 0.000574195 0.000427424 0.00304205 0.0157715 0.0127996 0.0369941 0.0199359 0.00500994 0.00866965 0.0126559 0.0195445 0.036487 0.00997776 -0.00229727 -0.00796661 -0.0042374 0.00184182 -0.00126796 -0.0173563 -0.0204615 -0.000312837 0.00116883 0.0091108 -0.0126389 -0.00391931 internal_weight=7466 3324.89 1788.66 1763.28 307.526 1455.75 1451.6 740.762 84.9247 81.2792 19.7954 16.4903 61.4839 57.5624 53.5996 43.1932 24.2371 12.7894 710.837 223.043 171.775 119.382 110.418 40.0889 51.2679 257.234 243.879 106.431 40.3756 31.0822 internal_count=44044 19098 10846 10432 1814 8618 8590 4361 489 470 107 75 363 340 313 246 167 107 4229 1359 1119 564 519 195 240 1313 1177 556 192 137 is_linear=0 shrinkage=0.05 Tree=113 num_leaves=31 num_cat=0 split_feature=4 0 2 9 2 9 1 9 14 11 14 12 12 12 14 14 4 13 3 3 8 4 4 8 12 8 11 0 12 12 split_gain=1.33863 4.07964 3.54003 7.9276 6.19281 4.33388 4.1234 4.37321 5.29584 5.18845 3.69106 5.16543 8.53537 5.36607 4.29023 4.10471 4.05865 5.41974 4.16413 3.66107 3.54485 3.5306 5.88394 3.51308 4.5354 3.4876 3.46024 5.46741 4.2228 8.57604 threshold=4.5000000000000009 4.5000000000000009 0.15476190476190479 0.21111111111111114 0.23611111111111113 0.18333333333333338 0.15476190476190479 0.2678571428571429 1250.0000000000002 0.21111111111111114 2350.0000000000005 34.495000000000012 34.895000000000003 34.905000000000008 1950.0000000000002 1250.0000000000002 1.5000000000000002 57.750000000000007 6.3166666666666673 8.6833333333333353 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 0.42708333333333343 36.105000000000011 0.16666666666666663 0.38750000000000007 7.5000000000000009 35.405000000000008 36.205000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 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 26 6 10 7 21 -9 -10 11 20 14 -14 -13 16 -15 -18 -19 -20 -1 22 -5 -17 -25 -8 27 -4 -28 -30 right_child=1 -3 3 4 -6 -7 25 8 9 -11 -12 12 13 15 -16 23 17 18 19 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31 leaf_value=-0.0059143764092957742 -0.00055430287776445488 -0.014598792909235672 -0.0055360138218092632 0.011169437498602944 0.00026303083932480479 0.050212443105806526 0.0662728568082952 0.043906857818857697 0.0024095486494987396 -0.052531623994280123 0.018360236969272619 0.01872946472335623 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leaf_count=344 22740 753 590 94 15500 32 42 22 62 35 221 219 28 38 36 1845 423 28 35 21 74 35 51 25 67 24 81 416 36 127 internal_value=-1.04745e-05 -0.000785868 0.000567686 -1.91407e-06 0.000550963 0.00420097 0.0159251 0.0100223 -0.00667876 -0.0183112 0.00379467 0.00269191 0.00457154 0.00234587 0.0251466 0.00300128 0.012332 0.0148555 0.0446089 0.0183736 -0.0101724 0.0224164 0.0306697 0.000350552 0.0247943 0.0430863 -0.00969861 -0.0131222 0.00297235 0.0138279 internal_weight=7465.02 3188.63 4276.4 3696.83 3497.42 579.562 64.2967 52.8181 22.4997 18.2931 574.489 534.056 465.972 420.486 45.4853 414.9 91.7909 86.7911 13.0109 6.99425 68.0843 30.3184 24.5696 323.109 14.0596 11.4786 199.412 156.994 42.4187 28.7877 internal_count=44044 23493 20551 17115 15865 3436 365 299 119 97 3404 3183 2765 2510 255 2482 545 507 84 56 418 180 145 1937 92 66 1250 1006 244 163 is_linear=0 shrinkage=0.05 Tree=114 num_leaves=31 num_cat=0 split_feature=13 13 8 11 9 3 14 12 9 4 12 12 0 4 4 3 12 15 14 15 0 3 9 12 8 12 10 4 1 0 split_gain=1.29948 2.04794 2.27579 3.06612 2.76891 2.99072 2.17797 1.92555 4.88807 2.81721 2.67557 6.40052 4.46657 3.75944 4.28724 4.76496 3.45206 4.35368 3.93041 3.30068 3.46321 7.02538 3.26364 3.12244 2.88999 2.50359 4.31002 4.40142 3.32563 5.96827 threshold=50.500000000000007 52.500000000000007 0.12499999999999997 0.23611111111111113 0.38750000000000007 4.2111111111111121 1750.0000000000002 38.653000000000006 0.5634920634920636 14.500000000000002 37.353000000000009 37.436500000000002 4.5000000000000009 9.5000000000000018 5.5000000000000009 6.9500000000000011 35.95300000000001 1.0000000180025095e-35 1075.0000000000002 1.0000000180025095e-35 1.5000000000000002 10.950000000000001 0.95000000000000007 38.105000000000011 -0.44791666666666657 36.495000000000012 0.38750000000000007 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 7 6 -5 -6 -4 10 9 -9 16 -12 13 14 -13 -16 18 25 -2 20 21 -20 -19 -17 -21 26 27 -18 29 -27 right_child=1 -3 3 4 5 -7 -8 8 -10 -11 11 12 -14 -15 15 23 17 22 19 24 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=0.012135109902900688 0.028933740715599211 0.00011474746058287736 0.0024215605102176976 0.047382686398218174 0.035694833780723398 -0.011481810501717907 -0.04687733337153651 -0.030639069435168621 0.045493390590871485 0.03686264387164559 0.067769418168654727 0.0022104057428363666 -0.044846625767212996 -0.039613002952158374 0.11400082035653054 -0.0082776203808164108 0.061430400709887804 -0.043558091957605127 0.064582786018586344 0.05230228960427117 -0.054251068698592857 -0.019358398192233863 0.021446682317240267 0.072049766577285096 -0.0017737290323407086 -0.0007115602056000567 -0.070458175698950173 -0.037658269251335676 -0.024370073889854103 0.085565087384966279 leaf_weight=21.957805819809437 8.9579995125532133 7171.3605680055916 6.7624979503452796 6.2785237878561047 5.6044410318136206 8.3862562626600248 3.3502716720104218 22.054497113451369 2.666459619998931 1.6622115001082409 3.9488091506063929 20.034647822380073 4.6801586840301743 3.7126318402588359 1.9500049054622639 3.1885370220988989 1.9440563619136835 17.734798403456811 2.751323543488982 2.5443343594670287 5.6415860801935187 26.511385057121515 2.1667684167623511 1.949419569224119 85.420726422220469 6.627177279442547 3.322906881570816 2.6460581235587597 5.1950624436140052 2.8736559823155403 leaf_count=126 61 41520 58 28 23 37 34 270 12 30 30 109 35 73 11 40 12 190 21 22 52 313 9 22 747 65 14 32 24 24 internal_value=-1.05261e-05 -4.63625e-05 -0.00431657 0.00857671 0.0197962 0.00741637 -0.0139107 -0.00594749 -0.0186918 -0.0259081 -0.00437484 0.00738135 0.000667056 0.0075751 0.0140344 0.0474557 -0.00703605 -0.019426 -0.00304066 -0.00537181 -0.0183815 -0.0114661 -0.0364807 0.0221998 -0.000209614 -0.00441343 -0.027088 0.00430887 0.00779571 0.025384 internal_weight=7463.89 7441.93 270.567 30.382 20.2692 13.9907 10.1128 240.185 26.3832 23.7167 213.802 39.4642 35.5154 30.8352 27.1226 7.08796 174.338 42.5105 131.827 122.869 34.9043 29.2627 19.9016 5.13796 87.9651 22.6089 7.91302 4.59011 14.6959 9.50083 internal_count=44044 43918 2398 180 88 60 92 2218 312 300 1906 320 290 255 182 73 1586 370 1216 1155 386 334 199 62 769 171 58 44 113 89 is_linear=0 shrinkage=0.05 Tree=115 num_leaves=31 num_cat=0 split_feature=1 13 14 12 12 12 14 14 3 3 13 10 12 3 4 13 13 0 12 8 12 13 12 14 8 1 11 8 8 2 split_gain=1.26527 3.70401 4.76509 5.00126 4.608 3.64988 5.3219 3.55655 5.59922 4.85018 3.94566 3.43898 5.07896 4.20658 3.28859 3.05715 2.92726 6.06476 6.06702 5.32408 3.50408 3.15072 5.02294 3.11667 2.69464 3.59466 7.43122 7.94793 3.31507 4.96114 threshold=0.23611111111111113 53.500000000000007 1175.0000000000002 35.535500000000006 35.805000000000007 35.135500000000008 1650.0000000000002 1750.0000000000002 4.6125000000000007 4.4722222222222232 52.500000000000007 0.85357142857142865 34.368500000000004 4.6125000000000007 2.5000000000000004 60.500000000000007 54.500000000000007 4.5000000000000009 38.695000000000007 0.20833333333333345 39.806000000000004 51.500000000000007 38.261500000000005 1175.0000000000002 -0.64583333333333315 0.10555555555555557 0.31666666666666671 -0.72916666666666641 1.0000000180025095e-35 0.18333333333333338 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 -2 5 -5 11 -7 8 -6 -9 -10 12 -4 -14 24 -3 17 20 -19 -20 21 22 23 -16 25 -1 27 -27 29 -26 right_child=1 15 3 4 7 6 -8 9 10 -11 -12 -13 13 -15 16 -17 -18 18 19 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=-0.020878184199804955 0.042850002326821228 -0.0026450821397579379 0.061228122888030312 -0.045277326254559228 -0.027813104332513466 0.076345133042523577 0.010072091870081741 0.029746373001181371 0.044482543382697498 -0.017895938648210593 -0.019687303917471182 -0.01174544539843999 0.021509271261683172 -0.035207350373871606 0.054227284823365467 0.039597015579729895 6.2483947175232118e-05 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internal_value=-1.04823e-05 -0.00152739 0.00692523 0.00408106 -0.00556348 0.0160807 0.0396337 -0.000720492 -0.0123247 0.0136321 0.0182917 0.00803319 0.0201478 0.0062573 0.000268929 -0.00247111 -0.000490855 -0.00351801 -0.0229304 0.0237769 -0.00236123 -0.00157717 0.0133002 0.0184654 0.0019859 -0.00767845 0.00211297 0.0324785 0.00234645 0.00389667 internal_weight=7463.1 1160.86 116.59 108.037 59.896 48.1407 12.2596 53.3858 29.5192 23.8665 9.91669 35.8811 22.2517 16.629 6302.24 1044.27 4368.93 675.186 37.9717 5.8766 637.214 609.94 33.6255 31.3834 1933.31 69.5324 39.9201 13.3901 1863.78 1209.9 internal_count=44044 5374 539 501 288 213 56 256 140 116 53 157 101 76 38670 4835 29592 5691 391 65 5300 4966 305 275 9078 473 247 88 8605 5551 is_linear=0 shrinkage=0.05 Tree=116 num_leaves=31 num_cat=0 split_feature=12 14 12 12 3 12 13 3 10 3 0 12 11 4 3 1 0 12 14 4 12 13 3 3 2 9 11 3 3 14 split_gain=1.30608 4.57784 5.28948 2.94122 3.98387 3.21864 3.47294 6.5419 9.43739 7.37824 4.29476 4.00853 3.07296 2.91435 2.90465 3.00958 3.33231 3.17896 3.47271 4.05893 2.67235 2.63421 3.87874 2.61147 2.79905 3.79397 2.45374 2.71196 2.38734 3.31551 threshold=41.112500000000004 2050.0000000000005 41.229000000000006 39.505000000000003 10.35416666666667 39.305000000000007 56.750000000000007 7.2111111111111121 1.0000000180025095e-35 9.5277777777777803 2.5000000000000004 39.405000000000008 0.84166666666666679 9.5000000000000018 2.4722222222222228 0.10555555555555557 9.5000000000000018 39.605000000000011 1950.0000000000002 5.5000000000000009 40.207000000000008 53.500000000000007 13.900000000000002 8.1547619047619069 0.95000000000000007 0.41428571428571431 1.0000000180025095e-35 6.354166666666667 12.366666666666669 1550.0000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -1 7 -7 9 10 -9 -11 26 14 -5 16 17 -16 23 -20 -21 -4 28 24 25 -19 -8 -28 -23 -30 right_child=1 -3 21 4 -6 6 12 8 -10 11 -12 -13 -14 -15 15 -17 -18 18 19 20 -22 22 -24 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11.5408 23.9728 4.44222 internal_count=44044 428 403 43616 1641 41975 419 283 161 132 62 70 136 1083 1010 981 895 868 758 73 46 371 299 685 455 441 122 80 200 47 is_linear=0 shrinkage=0.05 Tree=117 num_leaves=31 num_cat=0 split_feature=12 15 13 13 4 4 12 3 9 3 13 12 4 1 3 12 0 14 3 12 13 3 10 12 3 13 3 11 2 11 split_gain=1.23031 3.69379 4.51798 6.04461 4.72833 3.5368 3.50122 4.43006 3.41612 3.2175 3.94222 6.51461 3.91417 3.19277 3.94781 3.05945 2.98439 3.60591 2.93336 2.86801 3.06651 5.55981 8.06 6.11401 3.53119 3.48285 5.34142 2.77948 2.6254 4.04346 threshold=40.714500000000008 1.0000000180025095e-35 55.750000000000007 56.750000000000007 6.5000000000000009 11.500000000000002 39.505000000000003 2.4722222222222228 1.0000000180025095e-35 10.35416666666667 56.750000000000007 40.314500000000002 9.5000000000000018 0.10555555555555557 8.3541666666666696 42.925000000000004 6.5000000000000009 1950.0000000000002 9.9500000000000011 39.305000000000007 56.750000000000007 7.2111111111111121 1.0000000180025095e-35 39.405000000000008 9.5277777777777803 55.750000000000007 9.9500000000000011 0.84166666666666679 0.95000000000000007 0.64583333333333337 decision_type=2 2 2 2 2 2 2 2 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 19 -8 15 12 -11 -12 13 14 16 18 17 28 -5 -1 21 -21 23 25 -25 26 -23 -22 29 -9 right_child=1 5 3 8 -6 -7 7 9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 20 27 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=3.3349027442750374e-06 -0.0030855056388349681 -0.048231403369286156 0.0052102091680204373 0.023816645230032515 0.074685209897549606 0.0038852959519232715 0.034943462232075277 -0.0069049081512712364 0.053047205787777163 -0.038902035834225371 -0.023424663584878391 0.073728118852133845 0.035915907056884092 -0.030904833900252567 -0.023748238536125232 0.049671229442000905 0.039429156536569664 0.031615384594797645 -0.031535534135042766 0.0045399293632321048 -0.012995867229730141 0.15983908335541946 -0.038008600315213623 0.05286638249578085 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-0.00743441 -0.00481199 -0.00404497 -0.000343937 -0.00233152 -0.0146019 9.4165e-05 0.011016 0.0191464 0.043315 0.0600206 0.0191096 0.0903853 0.112906 -0.00480174 -0.0052858 -0.00319482 internal_weight=7461.09 66.3324 52.6272 28.4228 11.6833 13.7052 7394.76 167.168 16.7395 161.163 26.0553 8.90827 135.108 129.683 116.65 13.4877 94.3804 89.8884 11.2724 7227.59 59.6114 39.3734 14.8319 12.3043 5.24184 7.06245 5.00399 20.238 82.692 78.3748 internal_count=44044 633 480 236 95 153 43411 1436 141 1409 447 140 962 905 820 122 558 530 106 41975 419 283 161 132 58 74 56 136 487 469 is_linear=0 shrinkage=0.05 Tree=118 num_leaves=31 num_cat=0 split_feature=14 12 3 15 12 8 0 3 13 8 9 3 13 12 3 1 13 13 2 11 12 0 12 3 10 12 3 12 0 2 split_gain=1.2176 3.19359 4.0154 4.07571 5.45303 6.22665 4.47114 7.56185 5.53963 4.17273 4.15984 3.61797 3.53818 4.60932 6.18988 4.98919 3.5205 4.17266 6.84155 5.65402 8.69916 4.9853 3.42656 4.81874 9.77286 4.78316 3.36325 3.87714 3.50249 4.61677 threshold=1750.0000000000002 35.105000000000011 13.900000000000002 1.0000000180025095e-35 36.505000000000003 0.35416666666666685 1.5000000000000002 6.354166666666667 53.500000000000007 -0.2708333333333332 0.31666666666666671 5.9500000000000011 57.250000000000007 36.95300000000001 5.354166666666667 0.47222222222222227 53.500000000000007 57.750000000000007 0.41428571428571431 0.31666666666666671 35.981500000000004 2.5000000000000004 38.395000000000003 6.1055555555555561 0.43650793650793657 38.805000000000007 11.633333333333335 38.555000000000007 5.5000000000000009 0.21111111111111114 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 5 9 8 22 -5 10 -3 -10 -6 14 -14 26 -11 18 19 20 21 -18 23 -8 -25 -24 28 -28 -15 -30 right_child=1 2 -4 6 12 -7 7 -9 11 16 -12 -13 13 15 -16 -17 17 -19 -20 -21 -22 -23 25 24 -26 -27 27 -29 29 -31 leaf_value=-0.00058304107808928262 0.002320217439422251 -0.062196573654460109 -0.020903074553402887 -0.023373901981494263 0.0021156119357512715 0.076411102225484154 -0.0020394562067043375 -0.013719805884919431 -0.00012625404409139513 -0.025562590468138486 0.012049093335786954 0.01525894550199351 -0.062040076333031074 -0.014181863276263945 0.0058679782285160839 0.039006410955036895 0.022516402890113391 -0.0047547525555602698 0.0035100916134559491 0.082428504710710046 0.054412116245640109 -0.038241699174796008 -0.068375262717880664 0.0020435518516526605 0.085460852926675449 0.0051096160127700203 0.099170640385079514 -0.016088306567523483 -0.017250178447867588 0.01094950388926192 leaf_weight=4137.6082068942487 1590.189595606178 3.789032068103551 24.447100711986423 16.546154409646988 644.17716824635863 3.7168707214295855 427.66417887061834 179.10332626104355 81.619348734617233 5.4009508006274691 3.7574028819799423 71.850139070302248 8.0613154619932157 73.310839578509331 5.7486650571227065 6.5751422345638266 9.2841996550560015 18.503303926438093 27.469508945941925 5.6866739243268958 15.269251227378843 5.3054626248776904 4.5203257203102094 13.062660306692125 4.8018558472394934 4.3409659266471863 1.6214145347475999 1.3265902735292909 21.593085434287786 44.272415347397327 leaf_count=24946 8534 29 409 135 3734 19 1917 1644 357 36 18 627 38 490 42 33 68 115 115 26 102 36 21 74 21 21 25 23 178 211 internal_value=-1.06071e-05 0.000702152 -0.000782725 -0.0004948 0.00180655 0.0129323 -0.00308645 -0.00501868 0.00411318 0.0104347 -0.0252293 0.00707667 0.000452414 -0.0061404 -0.0337721 -0.0035742 0.0135311 0.0161212 0.0222511 0.036734 0.0280315 0.000422003 -0.00158902 -0.000976677 0.0244655 -0.0323765 -0.00554412 0.0473046 -0.00666355 0.00170463 internal_weight=7460.62 3323.01 1732.83 1708.38 904.869 98.1827 803.509 633.493 170.016 94.4658 7.54643 153.469 806.687 162.509 13.81 148.699 86.9194 81.5184 63.0151 35.5456 29.8589 14.5897 454.39 445.529 17.8645 8.86129 142.124 2.948 139.176 65.8655 internal_count=44044 19098 10564 10155 5338 564 4817 3698 1119 545 47 984 4774 1040 80 960 498 462 347 232 206 104 2054 2012 95 42 927 48 879 389 is_linear=0 shrinkage=0.05 end of trees feature_importances: recent_avg_last_3f=705 recent_avg_finish=558 carry_weight_kg=410 form_momentum=370 distance_m=341 recent_runs=221 same_surface_top3_rate=198 recent_win_rate=184 same_track_top3_rate=165 distance_band_top3_rate=162 recent_best_finish=104 recent_top3_rate=86 surface_turf=66 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 500] [learning_rate: 0.05] [num_leaves: 31] [num_threads: 4] [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:[]