tree
version=v2
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=126
objective=regression
feature_names=all_correlation_best_percentile25_ratio all_correlation_best_percentile50_ratio all_correlation_best_percentile75_ratio all_correlation_kurtosis all_correlation_percentile5_percentile25_ratio all_correlation_skew all_correlation_stddev_best_ratio all_correlation_stddev_median_ratio all_loss_best_percentile25_ratio all_loss_best_percentile50_ratio all_loss_best_percentile75_ratio all_loss_kurtosis all_loss_percentile5_percentile25_ratio all_loss_skew all_loss_stddev_best_ratio all_loss_stddev_median_ratio log10_cardinality recent_10_correlation_best_percentile25_ratio recent_10_correlation_best_percentile50_ratio recent_10_correlation_best_percentile75_ratio recent_10_correlation_kurtosis recent_10_correlation_percentile5_percentile25_ratio recent_10_correlation_skew recent_10_correlation_stddev_best_ratio recent_10_correlation_stddev_median_ratio recent_10_loss_best_percentile25_ratio recent_10_loss_best_percentile50_ratio recent_10_loss_best_percentile75_ratio recent_10_loss_kurtosis recent_10_loss_percentile5_percentile25_ratio recent_10_loss_skew recent_10_loss_stddev_best_ratio recent_10_loss_stddev_median_ratio recent_15%_correlation_best_percentile25_ratio recent_15%_correlation_best_percentile50_ratio recent_15%_correlation_best_percentile75_ratio recent_15%_correlation_kurtosis recent_15%_correlation_percentile5_percentile25_ratio recent_15%_correlation_skew recent_15%_correlation_stddev_best_ratio recent_15%_correlation_stddev_median_ratio recent_15%_loss_best_percentile25_ratio recent_15%_loss_best_percentile50_ratio recent_15%_loss_best_percentile75_ratio recent_15%_loss_kurtosis recent_15%_loss_percentile5_percentile25_ratio recent_15%_loss_skew recent_15%_loss_stddev_best_ratio recent_15%_loss_stddev_median_ratio recent_25_correlation_best_percentile25_ratio recent_25_correlation_best_percentile50_ratio recent_25_correlation_best_percentile75_ratio recent_25_correlation_kurtosis recent_25_correlation_percentile5_percentile25_ratio recent_25_correlation_skew recent_25_correlation_stddev_best_ratio recent_25_correlation_stddev_median_ratio recent_25_loss_best_percentile25_ratio recent_25_loss_best_percentile50_ratio recent_25_loss_best_percentile75_ratio recent_25_loss_kurtosis recent_25_loss_percentile5_percentile25_ratio recent_25_loss_skew recent_25_loss_stddev_best_ratio recent_25_loss_stddev_median_ratio top_10%_correlation_best_percentile25_ratio top_10%_correlation_best_percentile50_ratio top_10%_correlation_best_percentile75_ratio top_10%_correlation_kurtosis top_10%_correlation_percentile5_percentile25_ratio top_10%_correlation_skew top_10%_correlation_stddev_best_ratio top_10%_correlation_stddev_median_ratio top_10%_loss_best_percentile25_ratio top_10%_loss_best_percentile50_ratio top_10%_loss_best_percentile75_ratio top_10%_loss_kurtosis top_10%_loss_percentile5_percentile25_ratio top_10%_loss_skew top_10%_loss_stddev_best_ratio top_10%_loss_stddev_median_ratio top_20%_correlation_best_percentile25_ratio top_20%_correlation_best_percentile50_ratio top_20%_correlation_best_percentile75_ratio top_20%_correlation_kurtosis top_20%_correlation_percentile5_percentile25_ratio top_20%_correlation_skew top_20%_correlation_stddev_best_ratio top_20%_correlation_stddev_median_ratio top_20%_loss_best_percentile25_ratio top_20%_loss_best_percentile50_ratio top_20%_loss_best_percentile75_ratio top_20%_loss_kurtosis top_20%_loss_percentile5_percentile25_ratio top_20%_loss_skew top_20%_loss_stddev_best_ratio top_20%_loss_stddev_median_ratio top_30%_correlation_best_percentile25_ratio top_30%_correlation_best_percentile50_ratio top_30%_correlation_best_percentile75_ratio top_30%_correlation_kurtosis top_30%_correlation_percentile5_percentile25_ratio top_30%_correlation_skew top_30%_correlation_stddev_best_ratio top_30%_correlation_stddev_median_ratio top_30%_loss_best_percentile25_ratio top_30%_loss_best_percentile50_ratio top_30%_loss_best_percentile75_ratio top_30%_loss_kurtosis top_30%_loss_percentile5_percentile25_ratio top_30%_loss_skew top_30%_loss_stddev_best_ratio top_30%_loss_stddev_median_ratio resultFilteringMode_age resultFilteringMode_loss_rank resultFilteringMode_none resultFilteringMode_random secondaryProbabilityMode_correlation secondaryProbabilityMode_fixed secondaryLockingMode_random secondaryLockingMode_top resultFilteringAgeMultiplier resultFilteringLossRankMultiplier resultFilteringRandomProbability secondaryTopLockingPercentile secondaryCorrelationExponent secondaryCorrelationMultiplier
feature_infos=[-9.0793999999999997:73.988] [-6.1543999999999999:907.00999999999999] [-4.2420999999999998:657.55999999999995] [-4.0632000000000001:41.058999999999997] [-11.725:62.668999999999997] [-12.686:13.845000000000001] [-15.976000000000001:11.384] [-5.9271000000000003:1428.2] [-92019:34862] [-76234:115450] [-4878.8999999999996:122060] [-2.3426:63.749000000000002] [-81702:36710] [-8.2933000000000003:18.678000000000001] [-537830:1444500] [-78181:988980] [-4.9066000000000001:5.7077999999999998] [-4.2309000000000001:1690.3] [-2.4914999999999998:305.68000000000001] [-2.2536:422.11000000000001] [-2.5891000000000002:34.893999999999998] [-5.0574000000000003:1705.5] [-9.4838000000000005:11.569000000000001] [-15.170999999999999:8.0465] [-2.4289999999999998:321.14999999999998] [-9929.2999999999993:17733] [-24245:198690] [-14593:25385] [-1.7628999999999999:2.0127000000000002] [-11576:18631] [-6.2267999999999999:1.8354999999999999] [-378090:1398600] [-339220:1724900] [-4.3403:8764.7999999999993] [-2.6692:6418.3000000000002] [-2.3054999999999999:8748.2999999999993] [-2.5735000000000001:33.960000000000001] [-5.2473000000000001:9330.8999999999996] [-10.355:11.558] [-14.411:7.4763999999999999] [-2.6036000000000001:5309] [-43914:10277] [-71151:24359] [-45950:18161] [-1.6065:49.856000000000002] [-36054:7479] [-7.5063000000000004:12.785] [-779600:1158500] [-3854900:1321600] [-4.9035000000000002:9369.6000000000004] [-3.0550999999999999:5709.8999999999996] [-2.6476999999999999:4443.8000000000002] [-2.8029999999999999:38.698] [-6.0103999999999997:9485.2999999999993] [-10.73:11.685] [-13.798999999999999:7.9203999999999999] [-2.8595999999999999:5095.8999999999996] [-110400:32742] [-54569:50533] [-16114:21684] [-1.9413:3.7551999999999999] [-121220:7508.6000000000004] [-8.9990000000000006:3.0712000000000002] [-777050:981280] [-4907700:2416500] [-3.5528:6421.6000000000004] [-2.3841000000000001:3859.3000000000002] [-1.8844000000000001:2265.0999999999999] [-2.2686999999999999:28.308] [-4.1837:4687.1000000000004] [-12.92:10.804] [-13.407999999999999:6.319] [-2.3730000000000002:3342.0999999999999] [-22397:39663] [-37882:11873] [-18273:285190] [-3.0364:128.66999999999999] [-21922:40673] [-24.335000000000001:18.914999999999999] [-555170:44915] [-13952:44588] [-3.9630000000000001:7941] [-2.3159000000000001:4195.3999999999996] [-1.9112:5113] [-2.4296000000000002:31.773] [-4.7637999999999998:9356.7999999999993] [-14.045:11.459] [-14.471:7.2553999999999998] [-2.3260000000000001:4642.1000000000004] [-80788:9101.8999999999996] [-96031:22271] [-19348:6579.6000000000004] [-3.8111000000000002:275.38999999999999] [-38099:9126.2999999999993] [-36.381999999999998:22.513000000000002] [-440240:209600] [-29241:88057] [-4.4935999999999998:60504] [-2.3953000000000002:9075.7999999999993] [-2.0042:18072] [-2.6255999999999999:30.370000000000001] [-5.4583000000000004:58990] [-11.244999999999999:10.606999999999999] [-14.869999999999999:7.6917] [-2.3576999999999999:9519.7999999999993] [-63240:23966] [-27011:20742] [-42539:142670] [-4.2102000000000004:378.39999999999998] [-85724:27764] [-41.186:32.061] [-557080:1121200] [-23140:353280] [0:1] [0:1] [0:1] [0:1] none none [0:1] [0:1] [-3:4] [-3:4] [-3:0.90000000000000002] [-3:10] [1:3] none
tree_sizes=2589 2703 2654 2677 2660 2714 2683 2706 2688 2709 2678 2691 2713 2725 2684 2706 2688 2717 2719 2689 2710 2700 2718 2722 2726 2726 2694 2710 2727 2719 2683 2699 2683 2689 2705 2705 2720 2688 2711 2669 2694 2715 2679 2700 2689 2712 2697 2691 2663 2696 2693 2680 2679 2641 2683 2671 2658 2704 2668 2670 2690 2688 2655 2699 2673 2695 2625 2696 2700 2666 2683 2695 2668 2678 2663 2677

Tree=0
num_leaves=31
num_cat=0
split_feature=119 92 76 9 44 124 76 31 66 124 8 10 13 76 123 107 39 90 13 94 40 13 75 9 9 29 39 5 92 69
split_gain=193.927 20.7672 6.94781 5.99988 3.83797 3.6304 2.27531 1.98744 1.67261 1.62772 1.57865 1.13378 0.978781 0.94863 0.928588 0.865022 0.839684 0.802787 0.755601 0.739443 0.694869 0.67126 0.670876 1.01516 0.658415 0.633491 0.613854 0.567273 0.638321 0.564895
threshold=1.0000000180025095e-35 -3.2728499999999996 -1.5354499999999998 0.70440500000000006 2.6366500000000004 7.5000000000000009 -3.0361499999999997 -1.0768499999999996 0.10372500000000003 7.5000000000000009 0.6848700000000002 -0.7996899999999999 4.3807500000000008 -1.5782499999999999 0.75000000000000011 -1.6721499999999996 -0.96157499999999996 -0.61464999999999992 -0.10835999999999998 2.7808500000000005 -1.9583999999999997 2.6349500000000003 1.21255 -3.2991499999999996 1.4561500000000003 1.9138500000000003 1.0050500000000002 -1.0753999999999997 15.966500000000002 12.767000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 6 5 8 11 -3 -5 16 12 13 18 24 -8 26 -1 21 -15 -4 -6 -20 -2 23 -18 27 -12 -13 28 -9 -22
right_child=4 2 3 7 19 -7 10 9 -10 -11 25 14 -14 17 -16 -17 22 -19 20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.53451577086777857 0.5322956727964997 0.53508151094252199 0.53763518127128862 0.53812794613619308 0.5306624504979901 0.53659883343947579 0.53720021878559121 0.53751536782766407 0.53141457178231011 0.53572808051845799 0.53539139322625806 0.53742915347162024 0.53750046716062683 0.53671205764825802 0.53821850293278795 0.53312023166017042 0.53350357170087781 0.53528016613895402 0.53767131992766759 0.53337518083237023 0.53870048109495938 0.53066778385428748 0.53325315352909963 0.53233696956509402 0.5362018819781954 0.53719661913957317 0.53672258312683729 0.53655121692482377 0.5307173983153779 0.53621319667089418
leaf_count=1659 6302 4827 9428 1823 4009 10112 4902 2582 3452 6446 4175 11996 2835 2608 2910 3358 2334 1567 3091 268 5586 704 5238 9276 9124 550 4133 6428 35 238
internal_value=0 0.0214967 0.0247947 0.0289987 -0.0683451 0.0359393 0.00747052 0.0177379 -0.0639823 0.0156145 0.0140062 0.0404865 0.0198804 0.0217224 0.0350809 -0.0412134 -0.061005 0.0106451 0.0460973 -0.0961988 0.0526975 -0.0702056 -0.057179 -0.0614176 0.0171839 -0.000816969 0.0321145 0.0232299 0.0356415 0.0591293
internal_count=131996 100413 95396 76767 31583 47494 18629 29273 27306 27450 13802 37382 21004 9077 19039 5017 23854 4175 18343 4277 8915 7006 16848 11610 18169 4725 16129 9045 2617 5824
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=119 92 124 9 44 71 31 11 66 73 16 12 73 75 44 13 44 43 123 46 107 16 35 16 16 72 44 69 103 36
split_gain=175.019 18.7424 5.40191 4.10545 3.46377 2.80265 1.90791 1.53661 1.50953 1.35036 1.169 1.01883 0.935155 0.931862 0.910494 0.880062 0.877575 0.868456 0.867712 0.848083 0.780682 0.683272 0.729897 0.682675 0.649177 0.647062 0.645499 0.638017 0.631286 0.614065
threshold=1.0000000180025095e-35 -3.2728499999999996 7.5000000000000009 0.66872500000000012 2.6366500000000004 3.0835000000000004 -1.0701499999999997 -0.54328999999999994 0.10372500000000003 1.0252500000000002 0.72761500000000012 0.85119500000000003 2.0569500000000005 -0.95632999999999979 -0.38230999999999993 4.3807500000000008 0.29285000000000005 -1.3617499999999996 0.75000000000000011 2.1685000000000003 -1.6721499999999996 -2.7562999999999995 3.0818000000000008 -0.84951499999999991 -0.60865499999999984 -1.5392499999999998 -0.31760499999999997 -1.8327499999999997 -1.2008499999999998 -1.7741499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 5 8 7 24 13 10 15 26 -4 -13 27 25 -8 -11 19 23 -9 -1 -6 -23 -19 -5 -7 -2 -3 -15 -27
right_child=4 2 11 6 21 14 9 17 -10 16 -12 12 -14 28 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0010702727518576035 -0.002436910581675117 0.00063071148545488815 0.00073179583315287301 0.0016062652460105695 -0.0030004051712090446 -0.00034290281123661344 0.00090630454424298925 0.0021408911153906669 -0.0040164118077981514 -0.00012412249704576888 -0.0033749099550327909 -0.00016413099887996904 0.0018126231635261965 0.0016757632508609577 0.0019393998259692145 0.0019824127289799326 0.00088012536624219352 0.0010863983082891003 0.0026343525068754777 0.0032496258221540349 -0.0023960350814623234 -0.0045985906847477538 -0.0070239067949049664 0.0018647763556917504 0.0035441014847759182 -0.0015346192798632034 -0.0031508629345380237 0.0019121691803494914 0.00067922008387105975 0.0017802696972040043
leaf_count=1659 11076 1111 14163 947 597 2478 14052 7241 3452 5300 8345 6802 656 2311 818 2197 3690 3884 2666 2264 3358 3338 342 10253 795 170 4433 7726 5088 784
internal_value=0 0.0204218 0.0235549 0.0276286 -0.0649278 0.0332931 0.0178046 0.0357392 -0.0607832 0.0155954 -0.0579547 0.00965458 0.000194856 0.0280891 0.00880735 0.0210361 0.00576154 0.0404604 0.0361391 0.0480996 -0.0391528 -0.0913889 -0.0964797 0.0330185 0.0498128 0.00166161 -0.0528196 0.0350213 0.0198096 0.0237913
internal_count=131996 100413 95396 73775 31583 46794 26981 42544 27306 25239 23854 21621 7458 16236 4250 16249 8990 26308 16803 9505 5017 4277 3680 14137 1742 3432 15509 8837 7399 954
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=0
split_feature=119 77 76 9 44 124 76 124 109 66 8 31 9 13 76 42 42 90 57 75 94 11 29 3 44 112 39 44 43 36
split_gain=157.955 15.3959 6.62485 5.02923 3.12605 2.47491 2.1148 1.97747 1.59775 1.37487 1.35563 1.04013 1.29416 0.840857 0.82449 0.780655 0.731769 0.685706 0.672081 0.92014 0.666155 0.624329 0.598502 0.581801 0.556254 0.530238 0.529463 0.525476 0.555465 0.64601
threshold=1.0000000180025095e-35 -101.50499999999998 -1.5354499999999998 0.019919000000000003 2.6366500000000004 7.5000000000000009 -3.0361499999999997 7.5000000000000009 -26.933499999999999 -0.55574499999999993 0.6848700000000002 -1.0701499999999997 1.3324500000000004 1.7032500000000004 -1.5782499999999999 2.2033 -2.1158999999999994 -0.61464999999999992 -3.1721499999999998 1.21255 2.7808500000000005 9.8661500000000029 1.9138500000000003 0.75260500000000008 7.9052000000000007 2.5215000000000005 -1.4332499999999999 0.29285000000000005 1.4739500000000001 -1.8269499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 5 9 13 -3 11 -1 18 14 23 15 16 -8 -13 -4 -16 -2 -20 -6 -14 -12 -5 -15 -10 -21 28 -19 -30
right_child=4 2 3 7 20 -7 10 -9 25 -11 22 12 21 24 17 -17 -18 27 19 26 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00199392062951197 -0.0021932682983259607 -0.00058632105768591648 0.0021704293195565065 0.0017500900452314433 -0.0045023105460588221 0.00093895718926460163 0.0013936169923622738 0.00030331400794755001 -0.0025190841120804122 -0.0036501489862814994 -0.00029214948812742445 0.0013707672103077228 0.0005569203598260377 0.0023040504855707899 0.00093660570400208804 -0.0014599515057285789 0.0015804612009058063 -0.0010177791574135532 -0.0031393119967999248 -0.003239471406842206 -0.0019275211103594128 0.0019086769972298597 0.0014562016302578501 0.0038221669190053667 0.0037923274337823862 -0.0014091464972473505 -0.0021534291056206577 0.0043792497599497437 -0.0064794126277168589 0.0020755240380981544
leaf_count=258 4738 5204 8745 1169 4009 7472 4901 9483 2568 4855 4204 17488 11159 5607 2626 247 13174 1239 11176 1439 268 925 554 477 707 1852 5098 56 24 274
internal_value=0 0.0194007 0.0221379 0.0262884 -0.0616814 0.0349628 0.00546522 0.0187247 -0.0366153 -0.057744 0.0119118 0.0225397 0.0211889 0.0392458 0.0190505 0.0266269 0.0363168 0.00880267 -0.0544443 -0.057274 -0.0868194 0.0132079 -0.00177159 0.0470113 0.049414 -0.0410803 -0.04785 -0.00756563 -0.0110324 0.0277307
internal_count=131996 100413 95735 76653 31583 35705 19082 40948 4678 27306 13878 31465 29819 28233 9120 17735 21919 4219 22451 17713 4277 12084 4758 1646 6314 4420 6537 1593 1537 298
shrinkage=0.05


Tree=3
num_leaves=31
num_cat=0
split_feature=119 92 76 9 46 124 76 14 124 16 9 10 66 16 26 76 123 13 45 9 90 107 16 46 76 43 109 31 16 46
split_gain=142.554 15.3066 5.38608 4.54145 2.66508 2.62355 1.69248 1.52354 1.32417 1.3123 1.23221 0.984338 0.885073 0.863881 0.855462 0.838211 0.834032 0.830519 0.711944 0.665484 0.654389 0.647138 0.605934 0.602175 0.573679 0.558149 0.541205 0.651467 0.590916 0.611284
threshold=1.0000000180025095e-35 -3.2728499999999996 -1.5781499999999997 0.70440500000000006 1.7828000000000002 7.5000000000000009 -3.0361499999999997 -1.9636999999999998 7.5000000000000009 0.72761500000000012 1.5090500000000002 -0.7996899999999999 -1.2513499999999997 1.1625500000000002 2.1388500000000001 -1.5782499999999999 0.75000000000000011 1.3701500000000004 1.6280500000000002 1.8254000000000001 -1.0521999999999998 -1.42865 -2.5030499999999996 -2.3881499999999996 -1.3002499999999999 1.4739500000000001 -3.7420999999999993 68.755500000000012 -2.9639499999999996 -3.3611
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 6 5 9 11 -3 22 17 12 15 13 26 -4 -12 -8 -13 -9 -6 -19 -17 -1 -5 -14 -11 -22 27 -2 29 -28
right_child=4 2 3 7 18 -7 10 8 -10 24 14 16 23 -15 -16 20 -18 19 -20 -21 25 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00099954317653651965 -0.0016907581918291237 -0.00051634528274606027 0.0018288825224998502 0.00023415028362681995 -0.0042588674691167901 0.00083512237460207353 0.0011620395207416871 0.00059928988690744747 4.7848093274093378e-05 -0.0026732821741803064 -0.00090402630972868838 0.0013467750257253096 -0.0010808943068249183 0.0026881753509472453 0.0025496587307009865 0.00095581232955793043 0.0022641034020944185 0.0015105383460816573 -0.0026432598735589316 0.00054881399842487955 -0.0006814807877714628 -0.0021887100143598674 0.0027106857046077628 -0.003268030778416121 -0.0034904328056522462 0.00086455621810086326 0.0051536431536078455 0.0029987498101862998 -0.0025496494292641908 -0.0016293197924581667
leaf_count=1765 1939 4827 14855 304 4149 10235 6325 12524 6553 3302 1811 16239 342 3642 199 2096 2924 6248 816 2526 1935 3252 1317 3944 6145 836 34 77 9395 1440
internal_value=0 0.0184307 0.0212621 0.0248894 -0.0585974 0.0308994 0.00569658 0.0151224 0.0133878 -0.05463 0.0115552 0.0347578 -0.0494219 0.0399615 -0.0112419 0.0156494 0.0297349 0.0172126 -0.0798668 0.0246732 0.00578379 -0.0354071 0.0449248 -0.0618702 -0.0640963 -0.00430095 -0.0452812 -0.0302329 -0.0480724 -0.0294572
internal_count=131996 100413 95396 77367 31583 47895 18029 29472 27851 26618 13202 37660 17171 18497 2010 11192 19163 21298 4965 8774 4867 5017 1621 4286 9447 2771 12885 2016 10869 1474
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=0
split_feature=119 92 76 9 44 124 124 76 16 8 44 31 9 13 93 16 13 76 42 42 10 9 42 90 78 35 3 34 64 68
split_gain=128.655 13.8142 4.8673 4.13223 2.60202 1.97028 1.61397 1.56717 1.13264 1.11418 1.01441 0.876327 1.09071 0.801554 0.702847 0.702741 0.692738 0.689883 0.639704 0.620889 0.790357 0.605792 0.602047 0.593777 0.586989 0.547638 0.521933 0.517768 0.51384 0.507043
threshold=1.0000000180025095e-35 -3.2728499999999996 -1.5354499999999998 0.019919000000000003 -0.35141499999999998 7.5000000000000009 7.5000000000000009 -3.0361499999999997 0.66924500000000009 0.6848700000000002 4.1246500000000008 -1.0701499999999997 1.6388500000000004 1.7032500000000004 1.0778500000000004 -2.7311999999999999 1.3701500000000004 -1.5782499999999999 2.2033 1.3126500000000003 -2.0359499999999993 1.1048500000000001 -2.1158999999999994 -2.7227999999999994 3.1968500000000004 -0.076779999999999987 0.75260500000000008 0.27600500000000006 -1.72895 -1.4022499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 7 5 8 13 11 -3 29 17 14 26 16 22 25 -12 18 -9 21 20 -10 -13 -4 -19 -1 28 -5 -15 -6 -2
right_child=4 2 3 6 10 -7 -8 9 19 -11 15 12 -14 27 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017549345298152872 -0.001549551779058792 -0.0004905281272013167 0.0019443947527543757 0.001569397607619075 -0.0074252708149807794 0.00085668668804033885 0.00027082435804012643 0.0012825511610997983 -0.0019533085952795561 -6.6504543223393662e-05 -0.002295632035827931 0.001187295761464824 0.00045535795126499525 0.0019539319639739071 -0.0024753034155263354 -0.0045594849683825043 0.0014866696399377674 0.0012362888984774291 -0.001739794684440962 -0.0021716639733660092 -0.0035193529886118832 0.00045204631079754487 0.0014114053771194374 -2.129248766736551e-05 0.00231975415100654 -0.0042890163465916144 0.0035319709705200586 0.0029235596888476721 -0.0031143478288226528 -0.0023034770914622843
leaf_count=4927 2976 4827 8873 1169 70 7489 9481 4902 1005 4725 405 8874 8040 4292 3041 2232 8576 1425 224 2018 4062 4094 13151 2750 90 1354 477 2027 5522 8898
internal_value=0 0.0175092 0.020199 0.0237177 -0.0556675 0.0315595 0.0168535 0.00569887 -0.0482609 0.011123 -0.0667909 0.0203009 0.0190605 0.0353712 -0.0621847 -0.0842359 0.0227368 0.0176054 0.0181883 -0.0582671 -0.0641748 0.0191035 0.0325227 0.00815884 -0.0336368 -0.0677355 0.0427628 0.0452994 -0.0633662 -0.0422904
internal_count=131996 100413 95396 76767 31583 35832 40935 18629 18959 13802 12624 31454 29808 28343 9987 2637 21768 9077 13192 7085 5067 12968 22024 4175 5017 6946 1646 6319 5592 11874
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=0
split_feature=119 92 76 124 112 44 41 76 72 107 16 42 10 39 76 58 44 85 113 76 50 94 16 107 16 12 103 7 102 2
split_gain=116.111 12.4673 4.39703 3.40357 2.66317 2.35464 1.37693 1.37548 1.20994 0.990958 0.924983 0.830493 0.73241 0.697718 0.680155 0.789132 0.680021 0.65307 0.669944 0.635968 0.612335 0.585187 0.624399 0.580879 0.570458 0.539105 0.523927 0.520799 0.515471 0.629999
threshold=1.0000000180025095e-35 -3.2728499999999996 -1.5781499999999997 7.5000000000000009 -0.71399499999999982 2.6366500000000004 2.4630000000000005 -3.0361499999999997 2.9048500000000002 -0.11063999999999999 -2.9639499999999996 -2.1158999999999994 1.4808500000000002 1.6129000000000002 0.50213500000000011 -5.521749999999999 1.5564000000000002 -1.6909499999999997 1.0000000180025095e-35 -1.5782499999999999 -0.84521499999999994 2.7808500000000005 -2.6901499999999996 -1.6721499999999996 -2.5030499999999996 -0.45932499999999993 3.8579500000000002 3.9169500000000004 1.8873500000000003 5.9750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 7 4 6 8 16 -3 10 -9 17 -6 28 -13 27 -16 -4 18 -2 25 -10 22 -7 -1 -8 -11 -25 -12 29 -5
right_child=5 2 3 12 11 21 24 9 20 19 14 13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00083231261452506157 -0.0016942461885323596 -0.00046600165443314712 0.00051805397840561692 0.00093058652572932949 0.0019202165801903807 -0.0023796502338941298 7.5401587500458674e-05 0.0009501869666770379 -0.0020034191543390738 0.0025388565133231998 -0.0023702178692317053 0.001531871139215145 -0.00013500941135854638 0.00086414252294574653 -0.0015802335110805669 -0.0030006441838800087 0.0010973844351018314 -0.00075170268917693973 -0.0050954835869523943 -0.00050491114927827218 -0.0043429519333005925 -0.0014730254466186711 -0.0041447122397324726 -0.0016120296952362599 0.0023680388871304345 0.00032483006554478067 -0.0030478622904430409 -0.0013772543227904012 0.00011004637920920628 -0.0008141544678217762
leaf_count=1659 554 4827 12420 9874 11342 587 315 6652 362 298 13144 20809 3573 4818 1117 7848 8554 1387 196 2698 1230 268 3422 2507 1957 3554 851 1468 3159 546
internal_value=0 0.0166337 0.019189 0.0224664 0.0260063 -0.0528841 0.0176196 0.00512511 -0.0494669 0.0104066 -0.0478106 0.0312799 0.0100389 0.0281267 -0.0496163 -0.0564733 0.0150865 -0.027889 -0.0516621 0.00167565 -0.0762195 -0.0747011 -0.0777254 -0.0319549 0.0410036 0.00992225 -0.0395181 -0.0454092 0.0133909 0.0167833
internal_count=131996 100413 95396 77367 60215 31583 23246 18029 27306 13202 25714 36969 17152 25627 23577 8965 20974 2137 750 6550 1592 4277 4009 5017 2272 3852 3358 14612 13579 10420
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=0
split_feature=120 92 76 9 44 124 124 76 16 93 28 16 23 64 9 72 42 42 58 38 116 9 40 94 71 71 40 11 13 16
split_gain=104.791 11.2518 3.97193 3.46004 2.20558 1.59448 1.3218 1.27422 1.00974 0.919064 0.862459 0.735069 0.729761 0.712069 0.905236 0.710622 0.625399 0.617778 0.756708 0.614775 0.591486 0.594225 0.634058 0.570507 0.567511 0.582578 0.553226 0.551842 0.53741 0.530911
threshold=1.0000000180025095e-35 -3.2728499999999996 -1.5354499999999998 0.019919000000000003 -0.35141499999999998 7.5000000000000009 7.5000000000000009 -3.0361499999999997 1.6299000000000003 -1.1356999999999997 -0.78376999999999997 -2.0920499999999995 2.6942500000000007 -1.8064499999999997 1.3324500000000004 7.5727000000000011 2.2033 1.3786500000000002 -5.3135999999999983 -1.3575499999999996 1.0000000180025095e-35 -2.6278499999999996 -1.5062499999999999 7.758700000000001 0.24835000000000004 0.068770500000000026 -1.7697499999999999 1.2598500000000004 1.9530500000000004 -0.21635999999999997
decision_type=2 2 2 2 2 2 2 2 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 19 7 5 8 11 13 -3 17 -9 12 -4 -6 29 16 -12 -15 18 -1 -2 21 22 23 -13 25 -20 -22 -16 -24 -5
right_child=1 2 3 6 10 -7 -8 9 -10 -11 15 20 -14 14 27 -17 -18 -19 24 -21 26 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013183440063548001 -0.001958082556685756 -0.00044270150613495848 0.0010391830125170633 0.0012928185212756974 -0.0042830914829830374 0.00078033230229286989 0.00023884471651654292 0.0010031332721584265 -0.0028624709746992039 0.00016950012540536161 -0.0027353003940271516 0.0014808548439418034 -0.0016678762586126404 0.0011291733410923421 0.00024899839353946946 -0.0045804503429579648 -0.0012695490841524324 -0.0014123481177746153 -0.0026261808177442353 -0.00082197165952175254 0.0015112624537297556 0.0013880991170092359 0.0021588102472483513 -0.0050389066941159619 -0.001956998569765105 -0.0053033737684359573 0.002606722717055452 0.00092465127008016252 0.0038521086867469891 0.0034335362745205999
leaf_count=2146 3073 4827 4835 782 1912 7489 9481 5490 4130 8312 9851 2555 310 17562 7127 551 276 3637 4419 1944 1828 12436 2980 34 4414 213 3119 5247 556 460
internal_value=0 0.015802 0.0182296 0.0214082 -0.0502399 0.0285839 0.0151271 0.00513089 -0.0434208 0.0100219 -0.060481 0.0320129 -0.0783646 0.0182468 0.0172821 -0.0566608 0.0218412 -0.0395695 -0.0432489 -0.0303572 0.0343225 0.0317329 0.0397952 0.0279047 -0.0472538 -0.0549858 0.0440386 0.01071 0.0485013 0.0417135
internal_count=131996 100413 95396 76767 31583 35832 40935 18629 18959 13802 12624 28343 2222 31454 30212 10402 17838 14829 11192 5017 23508 18561 6125 2589 9046 4632 4947 12374 3536 1242
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=0
split_feature=119 92 76 9 46 124 76 14 16 9 124 13 29 10 10 16 77 76 76 11 38 35 68 58 40 109 103 3 31 20
split_gain=94.5735 10.1547 3.58466 3.14537 1.86207 1.8236 1.14998 1.06094 1.01062 0.883857 0.826983 0.793619 0.715025 0.711225 0.692357 0.66465 0.650869 0.638092 0.621254 0.617369 0.554834 0.553778 0.621359 0.587827 0.540765 0.537865 0.594803 0.526813 0.489126 0.488715
threshold=1.0000000180025095e-35 -3.2728499999999996 -1.5354499999999998 0.50981500000000013 1.7828000000000002 7.5000000000000009 -3.0361499999999997 -1.9636999999999998 -0.13059999999999997 1.5090500000000002 7.5000000000000009 1.6019500000000002 2.9267000000000007 -0.7996899999999999 -2.1278499999999996 1.1455500000000003 1.5233500000000004 -1.5782499999999999 -1.3002499999999999 6.3813500000000003 -1.3575499999999996 -1.3120499999999999 -1.3873499999999999 -3.9961999999999995 -2.0172499999999993 -3.8550499999999999 0.23553500000000002 -2.5539499999999995 5.2767500000000007 -1.5168499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 6 5 8 11 -3 -5 21 17 19 13 29 15 -10 -4 -6 -8 -16 -9 -1 22 -2 -23 -13 26 -19 -25 -24 -11
right_child=4 2 3 7 16 -7 9 10 14 12 -12 24 -14 -15 18 -17 -18 25 -20 -21 -22 23 28 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018601784617765854 -0.0008758532708258677 -0.0004205665148845588 0.0013774987071156351 0.0018958713008253678 -0.0035080248477298926 0.00067239671591637405 0.00098629829590853014 0.00062291829547010463 -0.0017432367662365876 -0.002576111768514423 0.00011402704728267619 0.0012551348110177078 0.0031715280105044522 0.0010175078508355172 -0.0021737074705117988 0.0022078532365596565 -0.0018669272675073114 0.0020956558050514934 -0.0029600498662885333 0.0013693225527531469 -0.0007808730115447148 -0.0011216207521622613 -0.0020661549816321182 -0.00064656692150148374 0.002120929186654305 -4.8090173845161664e-05 9.8613358532799125e-06 -0.0028029666470365932 -0.00081296437347353433 -0.00037042981905828504
leaf_count=3073 1899 4827 11822 1613 4261 9336 6325 20634 2340 295 7273 2537 127 11087 3830 3027 704 716 7298 3200 1944 791 5857 309 6238 3996 654 3396 898 1689
internal_value=0 0.0150119 0.0173181 0.0203378 -0.0477279 0.0258547 0.00487434 0.0129111 -0.0444117 0.00952077 0.0116144 0.0291917 -0.00931146 0.0264104 -0.0505003 0.0309354 -0.0655066 0.0129212 -0.0537882 0.0144626 -0.0288393 -0.0381759 -0.0334984 -0.0471791 0.0374123 0.00490037 0.0219991 -0.0524624 -0.0379912 -0.0139678
internal_count=131996 100413 95396 76767 31583 44047 18629 32720 26618 13802 31107 34711 2111 25936 13468 14849 4965 11691 11128 23834 5017 13150 8654 4496 8775 5366 1370 3705 6755 1984
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=0
split_feature=119 92 76 12 44 116 25 124 89 124 16 35 23 31 103 13 10 43 16 66 13 28 103 42 26 15 43 66 13 22
split_gain=85.3526 9.16658 3.55664 2.53886 1.86194 1.42786 1.38172 1.32282 1.10749 1.02722 0.86627 0.803204 0.741857 0.67008 0.685587 0.667022 0.641941 0.714972 0.653805 0.639836 0.617116 0.598352 0.567146 0.559944 0.754462 0.532018 0.524832 0.523381 0.501065 0.535146
threshold=1.0000000180025095e-35 -3.8109999999999995 -1.5781499999999997 0.47405500000000006 -0.35141499999999998 1.0000000180025095e-35 2.1831 7.5000000000000009 0.93545500000000004 7.5000000000000009 1.6299000000000003 -0.063691999999999985 3.6124500000000004 -1.0701499999999997 3.1298000000000004 2.1781000000000001 -0.7707949999999999 0.14418000000000003 1.1455500000000003 -1.18475 1.2170500000000002 -0.78376999999999997 1.3948500000000001 1.3786500000000002 -12.073999999999998 53.893000000000008 1.6523500000000004 10.694500000000001 2.8798500000000007 -0.067184999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 5 10 7 9 16 19 15 23 12 21 -10 -15 -5 17 18 -4 22 -7 -6 25 24 -2 -3 -11 -23 29 -13
right_child=4 2 3 6 11 20 -8 -9 13 26 -12 28 -14 14 -16 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015103608438767422 -0.00033903974313234306 0.00062489533752393208 0.0014599690257961701 0.00054807656358370747 -0.00352936807994844 0.001500175114526233 0.0017574081447844895 0.00048385401417362661 0.0013090999401016098 0.00022757294949665816 -0.0025942349125863424 -0.0025993728310016216 -0.00095458384603261956 -0.00030627018235330989 -0.0022659201765004894 0.0011259833351045824 0.001003475309205436 0.00062705197778268121 0.0024295013059036489 0.0012691347223532704 0.0023941780618262627 -0.0023992649124334742 -0.00034005915023718362 -0.0012364684612558609 -0.0020551652989423807 -0.0018413925584636432 -0.00090029510802884798 -0.0045421608685943726 -0.0052723319049678991 -0.0042662743633648135
leaf_count=4431 682 6737 8562 17765 1637 6004 2588 7411 588 6084 4130 1221 684 5877 483 6945 13838 1999 2182 2159 2845 7627 2447 3637 10510 226 1242 296 364 795
internal_value=0 0.0142613 0.0163142 0.0192904 -0.0453415 0.024437 0.0129223 0.0214914 0.00386355 0.0111268 -0.0390762 -0.054751 -0.0509063 -0.00611583 -0.00910185 0.0142101 0.0247854 0.0299065 0.0331374 0.00985686 0.035752 -0.0531825 0.00629467 -0.0355089 -0.0390118 0.0108969 0.000727238 -0.0495865 -0.0712996 -0.0651342
internal_count=131996 100413 95982 77465 31583 42841 34624 33992 18517 32036 18959 12624 10244 6948 6360 24710 26581 12743 10744 11569 8849 9560 9410 14829 11192 6963 7326 7923 2380 2016
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=0
split_feature=119 92 76 9 44 124 76 72 124 9 16 16 10 57 5 26 111 85 113 39 43 44 76 58 76 38 50 74 0 20
split_gain=77.0307 8.29415 2.8693 2.73136 1.72218 1.21798 0.999299 0.975338 0.946028 0.852581 0.839014 0.755871 0.719949 0.831103 0.727763 0.701288 0.654336 0.595424 0.604264 0.590679 0.553377 0.589895 0.547283 0.593294 0.542412 0.541435 0.534691 0.515804 0.585061 0.495808
threshold=1.0000000180025095e-35 -3.0993499999999998 -1.5781499999999997 -0.49552499999999994 2.6366500000000004 7.5000000000000009 -3.0361499999999997 2.9048500000000002 7.5000000000000009 1.5090500000000002 -1.8493499999999998 -2.9639499999999996 1.6313000000000002 2.2009500000000002 -1.1230499999999999 2.1388500000000001 -0.5296249999999999 -1.6909499999999997 1.0000000180025095e-35 -1.3364499999999999 0.67038500000000012 2.8806500000000006 0.50213500000000011 -5.521749999999999 -1.5782499999999999 -1.3575499999999996 -0.84521499999999994 0.6019000000000001 9.4843500000000009 -1.7641499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 6 8 7 12 -3 11 10 24 -4 17 19 14 16 -11 -14 18 -2 -5 21 -12 -13 -24 -8 -1 -9 28 -6 -29
right_child=4 2 3 5 27 -7 9 26 -10 15 20 22 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0016585463695628162 -0.0013236296386710143 -0.00041300624251936949 0.00087712070383712422 0.0013067516370307355 -0.0036327152962263784 0.00022962412547544053 0.00091271484689728019 -0.0015194944800675245 0.00074214985393714549 -0.00082289592171303774 0.0015678140317940141 -0.0018261669735714096 0.00082423195159443132 0.0020092734359346775 3.282616265079639e-05 0.0023190762346544241 0.0040488169644270428 -0.00041908768906104282 -0.0045538430187699137 0.00080306303279084092 0.0009191347239034701 0.0023450836296580566 -0.0012442463040085062 -0.0024758590278277418 0.00020786667880570229 -0.00063236822570414181 -0.0037056765010262411 0.00014229420572519302 0.0027009450150905431 -0.0027007352759393162
leaf_count=3166 554 4695 5002 8319 2504 11163 6312 362 5966 1803 12274 14612 2277 787 6389 197 169 1387 196 19381 2493 3047 1117 7848 4809 2164 1230 170 37 1566
internal_value=0 0.0135482 0.0157001 0.0183379 -0.0430745 0.013757 0.00425999 -0.040152 0.0260546 0.00873998 0.0289863 -0.0386649 0.0164981 0.00904604 0.00627222 -0.0102682 0.0209405 -0.0206562 -0.0433558 0.0190867 0.0321996 0.0344479 -0.0402972 -0.0464481 0.0121584 -0.0248383 -0.0641713 -0.0617327 -0.0708098 -0.0484466
internal_count=131996 100413 95083 77267 31583 48485 17816 27306 28782 13121 22816 25714 37322 9622 8835 2000 2446 2137 750 27700 17814 15321 23577 8965 11121 5330 1592 4277 2541 1736
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=0
split_feature=119 92 76 10 124 46 93 116 45 16 5 13 10 16 103 75 66 93 103 64 29 57 27 35 82 11 43 55 16 108
split_gain=69.5202 7.51458 2.89506 2.15721 1.5646 1.47606 0.984009 0.977829 0.926302 0.882446 0.882394 0.790551 0.762043 0.740093 0.734142 0.644522 0.640738 0.633292 0.615573 0.721683 0.589928 0.641612 0.561638 0.540236 0.520264 0.582511 0.506004 0.560187 0.505609 0.502268
threshold=1.0000000180025095e-35 -3.8109999999999995 -1.5354499999999998 1.5202500000000001 7.5000000000000009 2.7654500000000004 0.72184000000000015 1.0000000180025095e-35 1.8183500000000004 -1.4510999999999998 -1.45875 4.778150000000001 -0.7996899999999999 1.5203000000000002 2.9947500000000002 8.7429500000000022 2.6183500000000004 1.3187500000000003 1.3948500000000001 163.45500000000004 1.2433500000000002 1.69635 -0.17457999999999999 -2.1373499999999996 -1.5862499999999999 -0.19834999999999997 1.4142500000000002 2.8542500000000004 -2.7311999999999999 -2.4495499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 7 8 18 12 9 -2 22 16 13 24 -9 -8 26 -14 19 20 -3 -22 -5 -6 -4 -26 -11 -28 -7 -27
right_child=5 2 3 10 23 28 15 14 -10 11 -12 -13 17 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=-0.001369585852151099 -0.0015702370498027534 0.00060254225723598053 0.00082524918435391854 -0.0014841663955639187 0.00026335170061366316 -0.0015567538104479827 -0.00041114486319931802 0.0016820833539196219 -0.0012649143783529098 -0.0022146202260101694 0.00010603214724131871 -0.0038834176474796984 0.00092981337425683704 0.0020553115343319201 3.7088653914732483e-05 0.0018133363135311069 -0.00329047442133385 0.00012827029865796001 -0.00016631644547681896 -0.0025842958917984601 0.0026733679833829912 -0.0027973627008623997 0.0011985400594498471 0.00090387420933910425 0.0010127313699000399 -0.0012029028397576868 -0.0016419133194154356 0.0013708279710827453 -0.003503096934014445 0.0020842542723278328
leaf_count=4431 6664 8494 6821 208 8018 395 6429 9568 4272 13652 11045 706 19730 2586 730 343 1202 2816 3039 169 585 59 3145 5585 3557 121 2378 165 2149 2934
internal_value=0 0.0128708 0.0147296 0.0174686 0.020012 -0.0409207 0.00371735 0.0226526 -0.0388973 -0.0412429 0.00643399 -0.0448645 0.0203409 0.0256146 0.0313095 -0.00596951 -0.0435333 0.016594 0.00903076 0.0130657 0.0142632 0.0434434 0.0206424 0.0105266 0.0226323 0.0289532 -0.0418799 -0.0289287 -0.0640179 0.0390812
internal_count=131996 100413 95982 76864 62466 31583 19118 48863 29039 24767 14398 18103 38565 16019 10298 6772 17397 22546 12346 9307 9138 644 3353 13603 13433 6612 16195 2543 2544 3055
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=119 92 76 9 44 13 93 16 35 16 76 35 9 5 15 87 16 1 16 108 9 10 108 5 89 112 10 26 10 43
split_gain=62.742 6.78191 2.66651 2.4043 1.50709 1.15367 1.1226 0.971326 1.02395 0.754774 0.725003 0.71119 0.681534 0.697261 0.675181 0.65754 0.616083 0.603435 0.580325 0.553641 0.561626 0.541616 0.536839 0.529901 0.519523 0.49554 0.493918 0.659881 0.492652 0.492298
threshold=1.0000000180025095e-35 -3.8109999999999995 -3.0361499999999997 0.70440500000000006 -0.35141499999999998 1.6019500000000002 2.4904500000000005 1.9415000000000002 -1.8980999999999997 0.66924500000000009 -1.18455 -0.063691999999999985 1.6388500000000004 -0.78227499999999994 2.7087000000000008 -0.6758249999999999 -0.53229499999999985 16.489500000000003 -2.8786499999999995 -2.6255499999999996 -2.6278499999999996 1.4999500000000003 -0.34596499999999991 3.7030000000000003 0.93545500000000004 2.5215000000000005 -0.85670999999999986 2.1388500000000001 -1.4457499999999996 0.083285500000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 -3 5 9 7 12 8 10 -2 24 18 13 -5 15 -10 -8 29 -6 -9 -21 -15 23 28 -4 -1 -12 -28 -14 -7
right_child=4 2 3 6 11 17 16 19 14 -11 26 -13 22 21 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0017546104874988655 -0.0014182018410713762 -0.00039981713838168102 0.00030737671058456313 0.00095333930689062369 -0.0011421036517566959 0.0016192042209579813 0.00088730443118714458 -0.0016713026745168317 0.0013478305215063159 -0.0020703072861972711 0.00092495019445233803 -0.0031456017852643462 -0.0026528685165866585 0.00058210612774052268 0.0016013075338832099 0.00054606895503584915 0.0027991044771789159 -0.0071097799887259797 -0.0023217719402258731 0.0023355230902838745 0.0012101499340049868 -9.4928942007305896e-05 0.00035019658491668799 0.0017764655133313417 -0.00077874174232884054 -0.00068460199049613472 0.00041059445906789803 -0.004130698367953301 -0.00032141171103939275 0.0010092797432217492
leaf_count=2553 11874 5215 4351 6818 1178 8176 1041 146 4069 7085 9067 2380 238 7783 4024 6883 708 21 9066 1394 5416 4761 7321 287 1474 1878 6428 81 4723 5557
internal_value=0 0.0122273 0.0139931 0.0152565 -0.0388747 0.0192097 0.00855589 0.016677 0.0146067 -0.0332379 0.0101685 -0.0473402 0.0072047 0.010927 0.020949 0.016879 0.0332241 0.027189 -0.0437223 0.027504 0.0288103 0.00650283 0.00147064 -0.00624834 0.000650749 -0.0260221 0.0137278 0.00708162 -0.00866523 0.027448
internal_count=131996 100413 95982 90767 31583 57087 33680 43333 36377 18959 21401 12624 31931 19362 14976 10952 1749 13754 10244 6956 6810 12544 12569 5248 5825 4431 15576 6509 4961 13733
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=0
split_feature=119 92 76 9 44 31 116 66 43 11 15 87 43 44 90 112 32 10 10 11 103 67 16 69 40 110 16 9 61 76
split_gain=56.6246 6.12745 2.1746 2.16949 1.36744 1.08987 0.990656 0.808566 0.768157 0.716955 0.738293 0.684765 0.666314 0.615523 0.700825 0.611858 0.722327 0.566518 0.652007 0.610324 0.550255 0.537221 0.537154 0.531061 0.523825 0.521192 0.517747 0.513346 0.576557 0.507441
threshold=1.0000000180025095e-35 -3.0993499999999998 -3.0361499999999997 0.70440500000000006 2.6366500000000004 -1.0701499999999997 1.0000000180025095e-35 -0.55574499999999993 -0.021667999999999996 1.8797500000000003 1.5234500000000002 -0.69795999999999991 1.3561500000000002 1.4908500000000002 -1.2483499999999996 3.4440000000000004 6.628400000000001 -0.47552499999999992 1.6313000000000002 13.029500000000001 1.9407500000000002 -1.1170499999999997 -2.9639499999999996 13.961500000000003 -1.4464499999999998 -0.56909499999999991 -2.5686999999999993 1.6571500000000003 1.7592500000000004 -0.23975499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 7 26 8 22 9 10 11 -4 20 14 -7 29 -17 21 19 24 -8 -16 -2 -11 -19 -20 -5 -15 -29 -10
right_child=4 2 3 5 -6 13 12 -9 15 23 -12 -13 -14 27 17 16 -18 18 25 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010688953277415562 -0.00079233027647196321 -0.00037589668695982531 0.0010194106916391278 -0.00017851605529183059 -0.0026778471761753075 0.0018999523414108021 0.0015885196673487173 -0.0023014285972861748 0.0002901914934431413 0.0015595618750398172 0.0011643580589243828 0.00026247618696456697 0.000144665644797653 0.00090051537653276054 -0.0012235889374278487 -0.00010252341826710332 -0.0039340693905627984 -0.00011761582633210916 0.00024996554426004328 0.0032182401563558313 0.0006217044330068997 0.0019788499579441792 -0.0016648182966757963 -0.00065963702019659464 0.00067571785448512203 -0.00053494807770650273 0.0018158184191122411 -0.00020947972977157297 0.00096435311683337006 0.00086752631818394824
leaf_count=5330 1930 4695 5138 394 4277 566 9254 4855 6571 5686 9611 7140 1101 6827 1200 1069 139 3110 4358 198 1750 147 20521 283 6287 4109 1870 2898 1637 9045
internal_value=0 0.0116159 0.0134654 0.0145554 -0.036931 0.00818637 0.0183239 -0.0343268 0.01615 0.0193721 0.016723 0.0115846 0.0263485 0.00665556 0.00331301 0.0108145 -0.0108681 0.00230151 0.00377689 0.00942087 0.0286953 -0.017482 -0.0317963 0.0290869 0.00826318 -0.002619 0.029375 0.0125319 0.00428478 0.0124918
internal_count=131996 100413 95083 90388 31583 33601 56787 27306 44682 27858 21889 12278 12105 31337 19975 16824 1208 19409 18062 9595 11004 1347 22451 5969 9397 8467 2264 11362 4535 15616
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=0
split_feature=119 92 124 106 44 44 16 71 9 42 58 28 2 61 23 59 90 66 5 11 89 12 88 61 116 4 11 16 35 116
split_gain=51.1037 5.57753 2.21251 1.62172 1.75039 1.2834 1.0233 0.869509 0.846859 0.72847 0.725476 0.652636 0.614367 0.646938 0.594639 0.578996 0.572186 0.551747 0.536768 0.6036 0.536041 0.594745 0.532427 0.487157 0.578808 0.483039 0.482122 0.478422 0.473647 0.537046
threshold=1.0000000180025095e-35 -3.8109999999999995 7.5000000000000009 -1.2066499999999998 0.23715500000000003 -0.35141499999999998 -1.8493499999999998 1.9291000000000003 -0.25558999999999993 1.3786500000000002 -5.3135999999999983 -0.78376999999999997 -1.8474999999999997 0.25653000000000009 2.6942500000000007 -6.1328499999999986 0.24276500000000004 10.694500000000001 -1.4315499999999999 -0.11687999999999998 11.014000000000001 0.85119500000000003 -1.2868499999999996 -0.042795499999999993 1.0000000180025095e-35 1.0000000180025095e-35 4.1186500000000015 -1.0255999999999998 1.7012500000000002 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 -1 3 6 7 9 -3 15 -6 10 -2 14 -8 -14 25 -5 18 28 19 -17 21 23 -15 24 -4 -7 -11 -12 29 -13
right_child=5 2 20 4 8 11 12 -9 -10 26 27 17 13 22 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011826064696153354 -0.00089149481374869207 0.00042058038597676491 -0.00010124712361995232 0.0017832358492149991 0.0014749241307594283 -0.0040492440495690854 0.0021449438764845077 -0.00023153279929810368 0.0007497177342841785 -0.00081878453173134041 -0.0013410163148044674 -0.0019834327177272689 0.0010278495603083778 0.0011084727437200874 -0.00089130280539393434 0.00052692839060330867 0.00018119293517279627 -0.0037855544389028268 0.00051964837529433591 0.0024105320825908803 0.0022429247377827146 -0.00020736070502104252 0.0024192550914234373 0.00071817516701104187 0.00088377344484390327 -0.0024597846481432448 -0.0027516500301787566 -0.0020426448861152967 -0.0029035374941392025 -0.0010230733100009511
leaf_count=4431 2451 4567 6779 801 5094 953 1751 5765 19193 4424 3435 7103 14996 1429 310 804 11147 406 6064 903 313 7314 1692 5458 1912 959 348 8301 1062 1831
internal_value=0 0.0110351 0.0126365 0.0152373 0.0119618 -0.0350844 0.0219092 0.00617238 0.0180365 -0.0298827 -0.0334777 -0.0428964 0.0250119 0.0232831 -0.0584533 0.00933074 0.00821574 -0.0395733 0.0148025 0.030467 0.00377353 0.00317438 0.0363818 0.00695911 0.0023091 -0.0650404 -0.0191948 -0.0367457 -0.0381055 -0.0357322
internal_count=131996 100413 95982 74206 49771 31583 24435 25484 24287 18959 14187 12624 19868 18117 2222 19719 18918 10402 7771 1707 21776 21463 3121 14149 8691 1912 4772 11736 9996 8934
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=0
split_feature=119 92 76 124 12 44 66 103 45 76 26 25 11 89 58 75 116 73 15 3 22 4 7 13 92 1 44 53 42 30
split_gain=46.1211 5.03372 2.13338 1.66895 1.30817 1.16201 0.783357 0.775973 0.773383 0.638 0.875446 0.634449 0.654987 0.58835 0.544982 0.528197 0.52138 0.51855 0.483681 0.476245 0.474963 0.622166 0.617039 0.515127 0.521948 0.474047 0.530634 0.469517 0.468715 0.459105
threshold=1.0000000180025095e-35 -3.8109999999999995 -1.5354499999999998 7.5000000000000009 0.19823500000000002 4.1246500000000008 -0.10812999999999999 1.3948500000000001 1.8183500000000004 0.43781500000000007 -2.3938499999999996 2.1831 9.8661500000000029 0.7985150000000002 2.2709000000000006 8.7429500000000022 1.0000000180025095e-35 -72.547499999999985 53.893000000000008 1.1432500000000003 -1.5633999999999997 6.185550000000001 3.9169500000000004 2.0862500000000002 3.1117500000000002 -1.9230499999999997 -1.0934499999999996 13.065500000000002 -3.4699499999999994 1.6011500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 16 8 7 13 9 14 -11 12 -6 18 20 -15 -4 -18 -3 -13 -2 22 23 -22 25 26 -25 -7 -5 -29
right_child=5 2 3 28 11 27 -8 -9 -10 10 -12 19 -14 15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0011234761299609573 -0.00095635597493801637 0.00057238491761410785 0.00097083262219282019 0.00097023858167040586 0.00048635989266357111 -0.0028746019386934559 0.0011759184586581277 -0.00054049606585579023 -0.00095256499351926169 -0.0012828558624359415 -0.0022906740176136284 0.0010191444587950604 0.0014627418478278603 -0.00029184130319061203 -0.0055336475599466299 0.0021042107731969527 -0.0038008472193842347 0.0015277827927685102 -0.0016986512378904938 0.002782780996235142 -0.0015016526219293425 -0.0034030707164477282 -0.00025608493187238932 -0.00080106443701646272 0.0016956809223355616 -0.0024710139962990721 -0.0077835282393627697 -0.0025700400267873913 0.00018047881953693869 0.0019718715649785349
leaf_count=4431 3687 7515 23423 2151 26436 2413 1630 4447 4257 3092 7109 1508 1837 5043 82 241 46 6109 242 513 8076 465 866 39 68 1115 90 121 14841 103
internal_value=0 0.0104834 0.0120046 0.0143559 0.0168383 -0.0333302 0.00255144 0.000597178 -0.0314994 -0.0336458 -0.0397039 0.0122195 0.010996 0.00448702 -0.0293802 -0.00365118 0.0215689 0.0297592 0.0100307 0.0293363 -0.0289175 -0.0322851 -0.0306627 -0.0330187 -0.0513968 -0.0560601 -0.113451 -0.0534265 0.00560907 -0.00963144
internal_count=131996 100413 95982 76864 59872 31583 19118 17488 28946 24689 10201 30294 28273 13041 14488 5284 29578 6155 7757 2021 14406 10719 10254 9388 1312 1244 129 2637 16992 224
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=0
split_feature=120 92 124 106 44 44 16 9 71 16 2 16 35 67 16 18 36 79 12 104 30 116 44 16 83 62 107 9 13 47
split_gain=41.6243 4.56101 1.72506 1.41127 1.49556 1.07646 0.844637 0.737294 0.687912 0.656278 0.59055 0.608358 0.58848 0.582148 0.561725 0.546737 0.556066 0.519739 0.714015 0.513177 0.50103 0.538731 0.50105 0.478801 0.471375 0.524007 0.461703 0.540217 0.545111 0.592122
threshold=1.0000000180025095e-35 -2.9610499999999997 7.5000000000000009 -1.2066499999999998 0.23715500000000003 -0.35141499999999998 -1.8493499999999998 -0.25558999999999993 4.6725000000000012 1.6299000000000003 -1.2925499999999996 3.1431000000000004 1.7012500000000002 -1.0559499999999999 3.2207500000000002 -0.14209499999999997 1.4851500000000002 -2.2854499999999995 0.85119500000000003 -0.84726499999999982 0.056387500000000007 1.0000000180025095e-35 6.7039500000000007 -3.6794499999999997 -1.0746499999999999 -3.6142499999999997 2.3417000000000008 1.80305 1.6706500000000004 0.93409500000000012
decision_type=2 2 2 2 2 2 2 2 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 15 3 6 8 9 -3 -6 13 -1 -8 -12 20 14 -5 16 -2 -4 24 -15 22 -22 -7 -23 -19 -26 27 28 29 -9
right_child=1 2 17 4 7 12 10 26 -10 -11 11 -13 -14 19 -16 -17 -18 18 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0011897413563130236 -0.0012836712647022767 0.00038846573231594833 0.0011605651772539037 0.00014144625765099561 0.0013579812724765737 -0.0020760888292828935 0.0017077873781500088 0.00015363989994342443 -0.00077510239605614682 -0.0019024150014446809 0.0009264222699561889 0.002098317337443771 -0.0029090671148951728 0.0014217985148442254 0.0010483037802722242 0.0001592601773217971 0.00066032481354386281 0.0001638311741946858 -0.00030524971921659129 0.00025448052690619919 -0.0018042246220012507 0.0030547937497687645 -0.0038232774198877838 -0.00096365535564406238 -0.0051489906902942393 0.00091655835014954319 0.0014133679756650917 7.6358358646872684e-06 0.0011466367026197596 0.00097377869169040343
leaf_count=14829 4218 4449 1286 17871 5081 3186 3838 5237 1477 4130 14503 1199 1396 2118 1888 1031 403 10326 6548 1695 6000 78 471 1493 36 3263 1933 3160 5057 3796
internal_value=0 0.00995921 0.0116052 0.0139137 0.0108533 -0.0316637 0.0202047 0.0164488 0.00543325 -0.0268998 0.0230361 0.0203182 -0.0388182 0.00674503 0.00456196 -0.017637 -0.0222827 0.00371946 0.00247689 0.0180578 -0.0364107 -0.0317681 -0.0460223 -0.0152828 0.00660123 0.0170074 0.0136118 0.0119696 0.0146198 0.00996585
internal_count=131996 100413 94761 73302 49313 31583 23989 24264 25049 18959 19540 15702 12624 23572 19759 5652 4621 21459 20173 3813 11228 7571 3657 1571 13625 3299 19183 17250 14090 9033
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=0
split_feature=119 92 76 124 9 58 44 13 39 72 13 48 46 16 81 113 21 125 94 42 109 103 47 89 50 53 71 78 47 108
split_gain=37.5659 4.12234 1.84561 1.67698 1.3299 1.13706 0.986377 0.744905 0.712712 0.695077 0.641311 0.629112 0.543579 0.527456 0.538507 0.51433 0.505119 0.522946 0.491684 0.490672 0.474675 0.462239 0.569459 0.466561 0.45595 0.445872 0.508835 0.739038 0.494309 0.440888
threshold=1.0000000180025095e-35 -3.8109999999999995 -2.8166999999999995 7.5000000000000009 1.2784500000000001 2.1850500000000004 2.6366500000000004 -0.10835999999999998 1.7767500000000001 2.9048500000000002 1.6019500000000002 1.80935 4.1814500000000008 -2.9639499999999996 -1.69085 1.0000000180025095e-35 78.836000000000013 1.2500000000000002 2.7808500000000005 1.8784500000000002 -3.9580999999999995 1.5087500000000003 1.9365500000000002 11.014000000000001 -0.84521499999999994 13.065500000000002 1.3585500000000004 -1.2151499999999997 0.43497500000000006 4.3066000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 10 9 8 -4 13 -6 -9 29 14 15 -2 17 -5 25 -14 -10 23 -23 -19 -11 26 28 -28 -8 -13
right_child=6 2 3 16 5 -7 18 11 20 24 -12 12 19 -15 -16 -17 -18 21 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010179826940587024 -0.00087459817828078367 -0.0003492015322320521 0.00075722720893388676 0.00076024048775638674 -0.00012490119934423409 0.0012625628688381768 -0.0020606224731009059 0.00084619300321011064 0.0010426433354828605 -0.00084753030530326269 0.00058646928417881617 0.0013396837260672325 0.0026925516211664668 -0.0013988453782156334 9.9674700620902292e-06 -0.0038394225507297299 -0.0025426544148675696 0.00019917408205276613 -0.00013660396129560115 -0.0036065612803213298 -0.00019501117141841219 -0.00083927333755635242 0.00055196651251418515 0.0027147653408069665 -0.0028663293208654335 -0.00055527512281899536 -0.0041229690550669525 -0.00041799420622460866 -0.0033635611035969892 0.00015662479649971865
leaf_count=4431 560 5479 18867 3649 8730 2662 1291 21188 982 362 4973 7282 912 23577 1379 198 167 12852 268 32 3670 2408 1059 187 1230 319 178 552 1669 883
internal_value=0 0.00946125 0.0108379 0.0119169 0.0142332 0.00633922 -0.0300805 0.0166337 0.0124111 -0.0278687 0.00266529 0.0199117 0.0268615 -0.0266134 -0.0115698 -0.032981 0.00391743 0.00437125 -0.0442011 0.0495804 0.00132496 0.00197626 -0.00828634 0.00470503 -0.0481456 -0.0469733 -0.0500741 -0.026428 -0.0559057 0.0242348
internal_count=131996 100413 95982 90503 70181 16365 31583 53816 23519 27306 13703 30297 9109 25714 2137 758 20322 20155 4277 944 4652 16506 3467 13039 1592 4009 3690 730 2960 8165
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=0
split_feature=120 92 10 13 65 9 44 14 116 42 58 83 87 92 46 35 23 81 11 8 86 10 101 15 86 91 83 13 56 103
split_gain=33.9033 3.73284 1.48954 1.44532 1.03557 0.97379 0.919394 0.719857 0.659994 0.637209 0.621866 0.582988 0.634195 0.581638 0.555746 0.537733 0.556003 0.527896 0.523482 0.562003 0.508502 0.652333 0.665398 0.572198 0.523602 0.500764 0.50877 0.59182 0.49912 0.498249
threshold=1.0000000180025095e-35 -2.9610499999999997 1.4808500000000002 1.6019500000000002 -1.8896999999999997 -2.0000499999999994 -0.35141499999999998 -1.7580499999999997 1.0000000180025095e-35 1.3786500000000002 -5.3135999999999983 -1.4410999999999998 -0.35119999999999996 6.1750500000000006 0.41553500000000004 -0.063691999999999985 3.6124500000000004 5.2992000000000008 -1.7415499999999999 2.3860500000000004 0.59009000000000011 -1.4457499999999996 1.0449000000000002 9.936300000000001 1.9356000000000002 -1.3485499999999997 -0.011378499999999998 1.6019500000000002 -1.7960999999999998 1.9688500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 14 29 9 13 11 10 -1 -9 -13 -7 -3 16 -8 -15 28 25 21 -5 -23 -22 -25 -20 -27 -28 -4 -6
right_child=1 2 18 20 5 7 15 8 -10 -11 -12 12 -14 17 -16 -17 -18 -19 19 -21 23 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.00065243452056324379 -0.00079885974739957004 -0.00017100253625028513 -0.0048503763830432534 0.0021306151019116551 0.001115843228572241 0.0019698324895996069 -0.0017006622726647145 0.00014451881955223177 0.00085227725238681915 -0.0007088882299428939 -0.0015280874397309819 0.0011016219938387454 0.00022126167381622316 -0.00015125594014285976 0.00059376057608073144 -0.0024364434987964 -0.00022500234762239352 -0.0087608162579791895 0.0023293044539738675 0.0010853988688912298 0.00092528812863474209 0.0008488769551658888 0.0020041090967595656 -0.0012750331678889632 0.00058437614082382412 -0.00010540764984932351 -1.7807517757685705e-05 0.0013043493776083452 -0.00068004968508495302 0.00032569713609828001
leaf_count=2451 5652 7692 78 1737 10651 1176 9560 18165 6882 4772 11736 4012 4174 117 3437 2380 684 21 245 1551 6494 6688 1532 615 985 11750 1846 1563 895 2455
internal_value=0 0.00898819 0.0104772 0.0123924 0.00998894 0.0120173 -0.0285765 0.00923302 0.00832535 -0.0241738 -0.0275361 0.00604792 0.0130546 0.0321895 0.00130363 -0.0351885 -0.0320426 -0.0292281 0.00226957 0.00356404 0.0202191 0.0250044 0.0212837 0.0143323 -0.00260669 0.00173717 0.00101232 0.0117678 -0.0202872 0.0193567
internal_count=131996 100413 94761 76833 58782 47653 31583 34547 33233 18959 14187 26351 8186 1314 11129 12624 10244 138 17928 16955 18051 9957 8220 8094 1600 15404 15159 3409 973 13106
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=0
split_feature=119 92 76 9 44 16 124 103 9 10 29 46 16 47 124 21 13 108 66 42 68 57 55 108 112 47 82 7 16 46
split_gain=30.5977 3.39977 1.63962 1.42347 0.874747 0.671818 0.664108 0.661387 0.636845 0.570021 0.560913 0.538041 0.519383 0.503609 0.495789 0.497683 0.490316 0.575374 0.463563 0.453195 0.561251 0.534317 0.629433 0.450669 0.44812 0.446684 0.454985 0.435586 0.434707 0.433654
threshold=1.0000000180025095e-35 -3.8109999999999995 -1.5354499999999998 -0.49552499999999994 4.1246500000000008 -0.11702499999999999 7.5000000000000009 1.3948500000000001 1.5275500000000004 -1.3380499999999997 2.9267000000000007 4.1814500000000008 -2.3196999999999997 3.9726500000000002 7.5000000000000009 147.99000000000004 2.1781000000000001 -1.0359499999999999 0.16073000000000001 1.3953500000000003 -2.0162499999999999 -0.39561499999999994 -2.3917499999999996 28.235500000000005 2.8208500000000005 4.294550000000001 -1.3831499999999999 4.8237000000000014 -2.7311999999999999 2.4734000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 7 11 5 19 16 8 18 -7 -10 12 25 27 -14 -16 23 -18 -3 29 -21 -22 -23 -5 -1 26 -4 -11 -6 -2
right_child=4 2 3 6 28 9 -8 -9 10 13 -12 -13 14 -15 15 -17 17 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013366534397028411 -0.0012333618330512676 0.00029417878936338252 -0.00080991329294729782 0.00042658324060802799 -0.00072212882155989427 -0.000933093886868739 8.696807683670258e-05 -0.0004325584373549309 -0.00075352579145095296 -0.0017212256647422654 0.0032008421052485067 0.0018395303354081485 0.0010301683258067266 -0.003770278449838343 0.00049740702894966976 -0.0059631402045488358 -2.2649473616866631e-05 0.00098835075331739851 0.0014623036319978359 0.0018260691919897356 0.00083492878215305454 -0.0031275241810939103 -0.00071165923057348577 -0.0034546985874573388 -0.00030974255464696996 0.00097946279954756028 0.00053549979844630315 -0.00049292039356291521 -0.0025026561065216463 0.0013042807513684558
leaf_count=2664 10879 11352 1206 26788 405 3220 11085 4804 1950 10155 94 1367 18552 283 4693 30 1684 8565 918 234 477 303 2447 75 1767 1507 1312 777 2232 171
internal_value=0 0.00853878 0.009789 0.0118503 -0.0271476 -0.0255592 0.00853137 0.00150163 0.00490906 -0.0303895 -0.0114334 0.0174302 0.0164608 -0.0337566 0.0182746 0.00912741 0.0105601 0.0164447 0.00763148 -0.0207542 -0.0107686 -0.0141978 -0.0195569 0.00831494 -0.0185428 0.00597203 -0.00217776 -0.0326785 -0.0445839 -0.0238818
internal_count=131996 100413 95982 76864 31583 28946 48197 19118 14314 14435 2044 28667 27300 11215 23275 4723 37112 10249 12270 14511 3461 3227 2750 26863 4431 4025 2518 10932 2637 11050
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=0
split_feature=120 71 76 9 11 103 9 44 6 124 116 124 26 16 4 16 71 78 47 16 87 19 0 12 101 87 42 12 22 72
split_gain=27.6144 3.01868 1.49977 1.28416 0.811807 0.650023 0.603102 0.596035 0.561931 0.556698 0.556672 0.541237 0.5395 0.534571 0.514557 0.732377 0.54509 0.517479 0.509301 0.471333 0.501226 0.488026 0.48573 0.553898 0.468591 0.560902 0.560643 0.520387 0.50138 0.487134
threshold=1.0000000180025095e-35 -13.030499999999998 -1.5354499999999998 -0.39790999999999993 1.99875 1.3948500000000001 1.5275500000000004 2.1221500000000004 5.721000000000001 7.5000000000000009 1.0000000180025095e-35 7.5000000000000009 1.9860000000000002 -2.2505999999999995 -0.59749499999999989 1.8222000000000003 -4.5340999999999996 1.6970500000000002 -1.0119499999999999 -0.80555999999999994 0.9651050000000001 -0.85382999999999987 -0.9333499999999999 1.3135500000000002 5.2010000000000014 4.3450500000000005 1.8116500000000004 -0.30936499999999995 -0.46721999999999991 0.76695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 10 7 6 -3 19 18 -5 11 13 -8 -4 15 17 -16 -6 -9 20 -1 -22 23 -23 25 28 27 -26 29 -18
right_child=1 2 3 9 14 -7 12 8 -10 -11 -12 -13 -14 -15 16 -17 24 -19 -20 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0011647652590777292 -0.00077227976321163339 0.00037321965276464479 0.00019489572837012094 0.00049879197772542672 -0.0024250708032812242 -0.00043852568500220854 -0.00083847506874796434 8.4895148995469831e-05 0.003276372728524385 8.8715070920136998e-05 0.0012417613457687078 0.00024234837769847555 0.0018446062976699412 0.00094834288305180629 -0.0062887404685872689 -0.004432577237891977 -0.00015974225961347475 -0.00032212977777376319 -0.0020565960855375202 -0.0012565287917438216 -4.1906517932869974e-05 -0.0010118445811363368 -0.0020490816448886029 0.0026583706217723482 0.0021838680069011292 0.0047124943137168886 0.0046719369264777563 -0.0019950078029272169 -0.0021461195853552531 -0.0028315206419795617
leaf_count=4300 5160 12076 2768 36020 1507 4718 1809 305 54 10745 6311 4850 209 15747 57 377 772 363 3095 14067 2932 403 736 138 114 35 61 215 1833 219
internal_value=0 0.00811184 0.00938798 0.0113564 -0.0257903 0.00138928 0.0047903 -0.0234486 -0.0356824 0.00809141 0.0165017 0.0142507 -0.0112119 0.016714 -0.036767 -0.0484432 -0.028831 -0.0403371 -0.0372898 -0.0215769 -0.015702 -0.00794446 -0.0242606 -0.00151269 -0.0271302 -0.0315657 0.00538577 -0.0109402 -0.0331251 -0.0150035
internal_count=131996 100413 95253 76441 31583 18812 14094 26030 3454 46765 29676 23365 2018 18515 5553 2247 3306 1870 3400 22576 8509 4209 1277 541 3249 2859 390 329 2824 991
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=0
split_feature=119 92 44 90 42 44 76 42 60 16 38 42 16 26 22 78 8 43 18 39 61 98 16 5 80 27 12 125 47 76
split_gain=24.922 2.79979 1.27016 1.37788 1.11225 0.748319 0.664839 0.602123 0.59188 0.591114 0.574305 0.542126 0.535285 0.596203 0.528756 0.513115 0.50741 0.477708 0.475536 0.468211 0.46875 0.47415 0.460606 0.60017 0.558844 0.44633 0.437189 0.56378 0.526473 0.510591
threshold=1.0000000180025095e-35 -2.9610499999999997 0.37669500000000006 -1.0835999999999999 -2.0606499999999994 -0.35141499999999998 -1.1661499999999998 8.9867000000000026 -0.92089499999999991 1.9706000000000004 4.5881500000000006 1.3786500000000002 1.6525000000000001 -12.073999999999998 0.70083000000000018 -0.65111499999999989 1.7358500000000003 1.6349500000000001 -0.14209499999999997 -1.3114499999999998 0.4004950000000001 37.383000000000003 1.1873500000000001 -2.2761499999999995 1.1123500000000004 -0.29522999999999994 0.9789500000000001 1.2500000000000002 11.100000000000003 1.3374500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 22 10 11 -5 17 16 19 15 12 13 -2 -12 -4 25 -8 -1 -6 21 -21 24 -24 -3 -7 -22 -28 29 -29
right_child=5 2 4 6 9 8 7 -9 -10 -11 14 -13 -14 -15 -16 -17 -18 -19 -20 20 26 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00091238424485862537 0.00040713522697786634 0.0016237411352783959 0.00081212568522864761 -0.00019681318566322367 0.00076851738772701253 -0.0016344356567138474 0.00032035630306755282 0.0019215091135115659 -0.0013994404449334771 0.00097100899498133494 -0.0087602739843229468 -0.00056543153597858533 -0.0017825976771371967 -0.0011171185201927815 -0.00046901825423303407 0.0016413639107573732 -0.00043841310864769101 -0.00035581060888155035 0.00027520229441956571 -0.00012222268062629809 0.00076519562592576324 0.002841938284320244 0.0029374177368618254 0.00087321799073365324 0.00038579001246857766 -0.0036292540444626781 0.001123662357370365 0.00048177896883531198 -0.0019759883271763101 -0.00048763367104373979
leaf_count=4621 683 981 3362 12371 7564 443 17813 534 11163 6263 21 4772 2937 10567 228 4191 254 3061 1031 6030 6548 138 379 4968 12894 764 1362 3522 320 2211
internal_value=0 0.00770625 0.00899584 0.00574607 0.0131204 -0.0245008 0.00189981 0.00527229 -0.030466 0.0106467 0.0238873 -0.0205288 -0.0236301 -0.0204916 -0.0233656 0.025445 -0.049393 0.00442404 -0.0139151 0.0086626 0.00614223 -0.00111808 0.0125051 0.0203906 0.00946633 -0.0579421 0.0093494 0.00409111 -4.50976e-05 0.00215827
internal_count=131996 100413 94761 53001 41760 31583 33779 21408 12624 33958 7802 18959 14187 11250 249 7553 1461 20874 5652 27695 20131 6168 19222 5347 13875 1207 13963 7415 6053 5733
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=0
split_feature=119 92 76 124 10 116 13 58 72 16 9 57 46 42 44 16 5 8 100 44 94 94 9 22 44 20 78 7 125 100
split_gain=22.4921 2.5448 1.28749 1.26382 0.983402 0.81452 0.72118 0.571675 0.564523 0.697742 0.612675 0.550932 0.542337 0.539837 0.605976 0.521525 0.499782 0.622563 0.492195 0.492148 0.48632 0.481569 0.475469 0.472828 0.471923 0.491757 0.528767 0.449083 0.442466 0.437679
threshold=1.0000000180025095e-35 -3.8109999999999995 -3.0361499999999997 7.5000000000000009 1.5925500000000004 1.0000000180025095e-35 2.0398500000000004 2.1850500000000004 -1.57195 -2.2113999999999994 -1.5118999999999998 -0.12772499999999998 -3.0462499999999992 1.3953500000000003 2.6366500000000004 1.7889000000000002 -1.1230499999999999 0.20190000000000002 -1.7231499999999997 0.47522500000000006 3.7285000000000008 0.7917050000000001 -2.6960499999999996 2.3894000000000006 -1.1575499999999999 1.7464500000000001 0.93447000000000013 -2.1786999999999996 1.2500000000000002 -1.3496499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 13 16 9 29 -10 -12 -13 14 22 24 17 -6 -16 -11 -20 -18 23 -2 25 -7 -27 -17 -5 -4
right_child=6 2 3 28 7 15 -8 -9 10 19 11 12 -14 -15 18 27 21 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00080546196083523727 -0.0004270277464357541 -0.00034385379289534956 -0.0012797903052259891 0.00061226341634593791 0.0033910319762858188 0.00048655258930370622 -0.0017260295612050469 0.001223835463765772 0.0011897030178240004 0.00028657556846092787 0.00021620826122032037 0.0061870586800765494 0.00080180188224878541 -0.0006665159280398468 0.00024292318287604886 0.0049278803898187562 1.5611848619830213e-05 0.00039286107448054455 -0.002359105679788016 0.00076387026908594964 0.0026362777892500163 -0.00097356537349771758 -0.0012348782168983999 -0.0020622599781092783 0.00098707982140731616 -1.0350483647558127e-06 -0.0042145833336689979 0.0015217498251511416 7.705096669284375e-06 4.2606412262900086e-05
leaf_count=4431 3649 5215 793 3697 185 1176 4831 1102 5618 12012 6199 47 8846 6518 224 101 5938 2702 1906 9813 50 1552 13902 503 8715 178 128 2311 16688 2966
internal_value=0 0.00732093 0.00840258 0.00928047 0.0112887 0.0129388 -0.0232757 0.00282124 0.0109981 0.00785624 0.0148793 0.0115608 0.0166053 -0.0212451 -0.0237946 0.0200641 0.000521502 0.0116997 -0.0395434 0.0100236 -0.0446282 -0.0037871 -0.021893 -0.0125026 0.0169362 0.000439068 -0.0352713 0.0332876 0.00234694 -0.00472734
internal_count=131996 100413 95982 90767 70382 58903 31583 11479 46294 25584 20710 15092 8893 26752 20234 12609 10377 2887 2180 21825 1956 7490 18054 4152 10197 1482 306 2412 20385 3759
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=0
split_feature=119 69 12 44 90 103 16 35 13 44 10 58 85 44 59 16 72 44 108 7 51 16 74 41 4 112 110 23 28 32
split_gain=20.2991 2.32573 1.28751 1.05555 0.719624 0.862204 0.674427 0.885195 0.916341 0.668618 0.568981 0.713055 0.572025 0.555426 0.556828 0.546103 0.554613 0.544319 0.516121 0.515232 0.575037 0.583712 0.564995 0.542664 0.497652 0.495402 0.494899 0.501384 0.490234 0.485612
threshold=1.0000000180025095e-35 -1.9155999999999997 -0.40784999999999993 -0.73411499999999996 -1.0835999999999999 3.8579500000000002 2.3897000000000004 -2.1373499999999996 0.03980100000000001 4.1246500000000008 2.2598500000000006 2.0181500000000008 -1.1627499999999997 8.5922000000000018 -0.36862499999999992 -1.4510999999999998 3.1215500000000005 1.3265500000000003 -0.036364499999999987 3.9169500000000004 1.1222500000000004 -1.2677499999999997 1.2714000000000003 0.88505500000000004 -1.8912499999999997 -0.46315999999999996 0.85454000000000008 -2.0706499999999997 -1.3860499999999998 -0.84754499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 -1 -6 7 8 -4 15 -9 24 -13 -3 -15 -2 19 18 25 23 21 -21 -22 -17 -12 -10 -19 -28 -26 -23
right_child=9 2 6 -5 5 -7 -8 10 17 -11 11 12 -14 14 -16 16 -18 26 -20 20 22 29 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.00015814398889660687 -0.00068137626987569159 0.0006850504732523005 -0.00040908774372687559 0.00036819507862284671 -0.00045384514238591396 -0.0018956090694438581 0.00070155294947458612 0.00054976826329569412 -0.0010698713601545193 -0.0018678009883346298 0.0014342744497859734 0.003757312758302195 0.00022951195270736239 0.0036674780789220218 0.0010404887024101619 -0.0014225439834101394 -0.00219055969029665 0.00038104388062882915 0.00031753993958420448 -0.0051112470626831054 -0.0023025177685277805 -0.00098046476513349184 0.0011353478213053903 -0.00085814540417621695 0.0018753513082194685 0.00056806193685333256 -0.0012649660825833574 0.0018839098479803825 -0.0012789811149972385 0.0010234612134136572
leaf_count=4055 7890 29936 8457 6876 7928 1193 9002 18124 1720 2637 235 169 359 309 581 10494 1250 4254 3692 50 546 443 153 7168 134 631 143 1090 1525 952
internal_value=0 0.00695489 0.00935892 -0.0026796 -0.00792087 -0.0128485 0.00620134 0.00446243 -0.000275676 -0.0221119 0.00907163 -0.00532381 0.0271735 0.0144329 0.0390511 -0.0207232 -0.023382 0.00552326 -0.00102391 -0.0220927 -0.00745373 0.0039367 -0.0310005 -0.0238697 -0.0143833 -0.0126051 0.0127339 0.0303742 -0.020484 0.00774178
internal_count=131996 100413 80361 20052 13176 9121 49535 40533 19987 31583 20546 2422 528 30826 890 28946 21056 11530 6043 19806 2144 1445 699 17662 1894 2351 5487 1233 1659 1395
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=0
split_feature=119 108 9 13 16 61 35 76 10 84 68 92 37 26 10 13 110 77 4 45 4 46 15 125 10 68 17 101 14 16
split_gain=18.32 2.1267 1.11003 0.937362 0.942164 0.887758 0.828611 0.645283 0.638229 0.578986 0.571679 0.536219 0.535383 0.534826 0.504148 0.613373 0.478454 0.470927 0.486869 0.469929 0.476445 0.459249 0.470802 0.517225 0.458514 0.455053 0.453322 0.446731 0.444767 0.440565
threshold=1.0000000180025095e-35 -2.4082499999999993 1.1903500000000002 1.6019500000000002 1.9415000000000002 1.7592500000000004 -1.8980999999999997 0.43781500000000007 -0.3525049999999999 -1.0187499999999996 -0.6831299999999999 -1.7174499999999997 -1.3791499999999999 -2.3938499999999996 2.4751500000000006 2.1310500000000006 -0.5915149999999999 -1.1935999999999998 -1.8505499999999999 1.8183500000000004 5.2148500000000011 1.1963000000000001 20.757500000000004 2.2500000000000004 -3.2656499999999995 1.6678500000000003 4.0793500000000007 -0.36212999999999995 5.4806500000000016 -2.9639499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 6 14 12 29 -5 28 17 -1 -3 -9 15 24 -16 -6 -19 20 -15 -7 23 -23 -4 -10 -12 -20 -8 -2
right_child=7 2 5 8 10 21 9 13 25 -11 26 -13 -14 19 16 -17 -18 18 27 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00071295407367580679 -0.00010044897881048077 -0.00044418729938313105 -0.0038011860188053945 0.0012408126219856429 0.0010684550721839533 0.00016614009048305858 6.2044758274369202e-05 -0.00077929044963908137 0.00077038733842475424 0.0007956301042028939 0.0013648562146462619 0.00014664767084585496 0.00020774130695206495 -0.0017514092103002527 -0.00013187666843849711 0.00052098786773279121 -0.0017682907233028365 0.002571213081116892 0.00032347097213185111 -0.00061863101480263462 -0.00020984052324236663 0.0016657464576064929 -0.0013709932671302988 0.00032909714406015355 -0.00015709888767948091 3.4142685262297814e-07 0.00025485749670698602 -0.0013311736180072595 0.0011725266079994894 -0.00094000206373218403
leaf_count=5629 1721 3702 87 5945 1191 3041 6383 3351 8593 10499 4745 2677 21091 7724 984 4241 818 144 860 1271 536 1944 194 1153 11055 2470 1141 776 1050 16980
internal_value=0 0.00660714 0.00798914 0.0100219 0.00789912 0.00206044 0.00595323 -0.0210063 0.0164598 0.0111315 0.0172858 -0.00871814 0.00220795 -0.0264525 -0.00166907 0.000184721 -0.0174942 0.00597764 -0.0043208 -0.0302731 -0.0330275 0.0121823 0.0203688 0.0233624 -0.00371106 0.0119692 0.0229937 -0.00922745 0.00437827 -0.0172548
internal_count=131996 100413 92107 68590 51582 23517 42725 31583 17008 17932 8857 8306 24793 12882 17185 15383 1802 2971 1780 9531 8260 6332 3291 3097 11142 11063 5886 1636 7433 18701
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=0
split_feature=119 108 116 9 34 71 43 4 66 16 83 101 26 54 103 44 54 43 78 72 20 44 35 52 3 46 39 4 25 59
split_gain=16.5338 1.91935 1.06356 0.882466 0.853837 0.840615 0.669569 0.622038 0.603763 0.602091 0.566598 0.612193 0.574057 0.552775 0.645682 0.528445 0.532674 0.511766 0.50641 0.493106 0.464154 0.460625 0.487769 0.512967 0.464823 0.458013 0.457818 0.451397 0.43215 0.431809
threshold=1.0000000180025095e-35 -2.4082499999999993 1.0000000180025095e-35 -1.5118999999999998 -1.6780499999999996 1.1933500000000004 1.1175500000000003 1.1311000000000002 -0.55574499999999993 1.9706000000000004 -1.5352999999999997 -0.22957499999999997 0.39912500000000001 0.29488500000000006 -0.021749499999999995 0.36663500000000004 -5.6362499999999995 -6.9336999999999991 0.63863500000000017 -1.8179999999999998 -2.0487499999999996 2.6366500000000004 1.1865000000000003 -1.6570499999999997 2.4713000000000007 -0.70023499999999983 -0.89432499999999993 -1.1429499999999997 0.35456500000000007 -1.7072499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 4 13 -6 7 9 21 25 11 17 18 14 -3 16 -13 -5 -12 -1 -21 26 -23 -24 -25 -4 27 -2 -14 -22
right_child=8 2 6 10 5 -7 -8 -9 -10 -11 12 15 28 -15 -16 -17 -18 -19 -20 20 29 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00058179993064254927 -0.0018746783704734406 0.00048747440448654495 0.00037505657766987094 -0.0021845115687087226 0.0011584330888526233 0.00025059576283800625 0.00020112054333999317 0.00039594955750426052 -0.0014475974687622041 0.001991770999868297 0.00039502640085137405 -0.0070191597290061138 0.0014010606661241291 0.00054435806873576382 -0.00096601482820571284 0.00048076849551829492 1.2345656931712761e-05 -0.00013375800142338413 -0.00045706295844910269 -0.0044634634304953659 0.0018295322436669308 -0.0012599545906926165 0.0012694101980222125 -0.0052532501957522565 0.00082899853587150576 0.0011740459139546421 -0.00066388461376696737 -0.00092455721729838101 0.0005271876277499006 -6.7191147743343561e-05
leaf_count=6983 1651 1341 2585 311 7641 3827 4904 4618 6035 1584 5182 27 1734 4065 1776 11327 11064 13950 2628 46 482 2803 49 208 37 5859 15652 5148 7684 795
internal_value=0 0.00627679 0.00758968 0.0058258 0.011755 0.0171096 0.0141361 0.0175225 -0.019956 0.021945 0.00377452 0.00155262 0.00850501 0.00320489 -0.00681385 0.00481108 -9.54377e-05 -0.00356961 0.00216611 -0.00828223 0.00941947 -0.017831 -0.0292635 -0.0680137 -0.0866941 0.018589 -0.0162539 -0.0231055 0.0137616 0.0129744
internal_count=131996 100413 92107 72557 18650 11468 19550 14646 31583 10028 53907 36679 17228 7182 3117 22418 11091 14261 7810 8306 1323 25548 3097 294 245 8444 22451 6799 9418 1277
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=119 69 10 92 13 39 13 14 124 10 7 95 44 38 90 7 101 10 106 13 34 13 97 81 16 52 95 103 29 3
split_gain=14.9217 1.81256 1.09239 0.877673 0.699527 0.654436 0.60966 0.589037 0.601853 0.582002 0.570583 0.773929 0.548661 0.530214 0.517024 0.507741 0.499419 0.544195 0.643776 0.493877 0.477757 0.549578 0.473798 0.466521 0.495847 0.453858 0.477556 0.628722 0.490873 0.453652
threshold=1.0000000180025095e-35 -1.9155999999999997 1.6504500000000004 -2.1553499999999999 1.6019500000000002 -0.96157499999999996 2.0398500000000004 -1.4121499999999998 7.5000000000000009 -1.5564499999999997 -1.4102499999999998 -0.34163499999999997 -0.98983999999999994 3.7265500000000005 -0.74833999999999989 2.4312500000000004 -0.21202999999999997 -4.4730999999999996 -16.470499999999998 0.69263000000000008 -1.6327999999999998 -0.90009499999999987 -0.5683649999999999 -0.48980499999999999 2.8455000000000004 2.2894500000000004 0.79851000000000016 2.7132000000000001 -1.4121499999999998 5.8747500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 9 20 -7 25 12 11 -4 14 -14 -3 -16 17 18 -5 22 -2 -22 -18 24 -10 26 -9 28 -28 -11
right_child=6 2 10 16 -6 7 -8 8 23 29 -12 -13 13 -15 15 -17 19 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00058467991982420124 -0.00059423781923073182 0.00093445849442086015 0.00034465219614121685 -0.0024793368453780813 0.00075882515331712492 0.00080141793887752869 -0.0014648584415979512 -3.147557249076655e-05 0.0001119351636890958 0.00037955461976202321 -0.00018392700642766134 0.0031261780938059633 0.0016688514382444957 6.3487639683910087e-05 -0.00030841050769558692 -0.0045061691458287995 0.0058388160489913493 -0.00033710840906570863 0.0020005959055522261 0.0010575710614841251 -0.00071623934610396409 -0.0013010433020671567 7.9647622524242948e-05 -0.00059264884635960109 0.0032242095663591666 0.00085415153673966426 0.00023697595480819055 -0.00074539057487645283 0.0010067827927969517 0.0016929153388949682
leaf_count=6883 10625 715 2573 96 17406 4395 4831 9853 2460 11074 10354 277 3091 617 298 95 36 6008 487 2079 7583 8544 4463 3870 135 3200 4288 956 4005 699
internal_value=0 0.00596295 0.00808525 -0.00254246 0.00972008 0.00781108 -0.0189582 0.00524588 0.00359854 0.012939 -0.000229686 0.0122999 0.0221999 0.0280345 0.00267411 -0.0264627 0.00224054 -0.00391162 0.0252581 0.00840485 -0.0170912 -0.0205213 0.00251462 -0.0048969 0.00547691 0.00606123 0.00421484 0.00937555 0.0121749 0.00915066
internal_count=131996 100413 80361 20052 67157 49751 31583 33162 28767 16589 13204 2850 4816 3708 1108 393 13169 6591 583 6578 26752 16127 4499 6465 2595 22302 19102 9249 8293 11773
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=0
split_feature=119 69 12 87 16 35 13 16 44 10 87 61 45 67 59 44 59 111 63 125 57 84 7 44 63 30 93 66 27 77
split_gain=13.4669 1.63584 1.00759 0.831942 0.585325 0.745809 0.77346 0.580819 0.635681 0.487617 0.484376 0.588386 0.481648 0.580141 0.531282 0.479865 0.49219 0.483868 0.476483 0.47459 0.472014 0.470295 0.467155 0.46546 0.461319 0.486385 0.478561 0.460648 0.528033 0.459101
threshold=1.0000000180025095e-35 -1.9155999999999997 -0.40784999999999993 2.5473000000000003 2.3897000000000004 -2.1373499999999996 0.03980100000000001 -2.9639499999999996 4.1246500000000008 0.76594000000000018 1.9366500000000004 0.29524500000000004 1.7595500000000002 -1.2620499999999997 2.1822500000000002 8.5922000000000018 -0.36862499999999992 0.19460000000000002 0.35785000000000006 1.2500000000000002 2.2395500000000004 1.74055 3.9169500000000004 1.3265500000000003 -1.5920499999999997 1.83335 0.70572000000000001 2.4249000000000005 -6.8759999999999986 0.83695000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 18 5 6 -4 -2 12 10 11 -7 14 -14 22 -3 -17 -18 24 -11 -20 -21 27 -8 25 -1 29 -9 -29 -26
right_child=7 2 4 -5 -6 9 23 8 -10 19 -12 -13 13 -15 -16 16 17 -19 20 21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00065520652314563128 -0.00020483637400257003 0.00057446759648410533 -0.00041725033057455593 -0.0006768175910182811 0.00060909259849172307 0.00034703707188060603 -9.0404062055824384e-05 -0.00098021486076833213 -0.001759523549792616 0.0008248175757349038 -6.2087747412258471e-05 0.0012930028272820438 -0.00025141251264218154 -0.0026309135390350422 -0.0032862984980213416 0.0033649218119500045 -0.0062120907413570781 0.0011880579792583983 0.00045401908379668997 0.00013776369901630464 -0.0017137801210428108 -0.001007651917752226 -0.00033560531182657085 0.00054570591156643362 -0.00024990753887088222 -0.0044471651955973355 -0.000843245929510298 -0.0082704200234729793 -0.0017729738129148435 0.001291708963080531
leaf_count=1733 2740 29936 8457 5037 9002 3007 6043 18052 2324 2263 1793 3626 3933 274 249 309 23 558 6624 8860 261 997 2610 5487 2703 48 3058 32 1369 588
internal_value=0 0.0056648 0.00768099 -0.00241534 0.00488766 0.00326769 -0.00108141 -0.0180103 -0.0193321 0.00749846 0.0133412 0.0172832 -0.0179423 -0.00812777 -0.0197929 0.0121696 0.0350521 0.0179022 0.00131537 0.0034365 0.00743682 0.000438181 -0.0192745 0.00424627 -0.00386866 0.0103538 -0.00785831 -0.0209599 -0.0384276 0.000510634
internal_count=131996 100413 80361 20052 49535 40533 19987 31583 28843 20546 8426 6633 26519 4207 22312 30826 890 581 15015 12120 6885 9857 22063 11530 8130 1781 6349 19453 1401 3291
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=0
split_feature=119 11 10 116 16 124 82 103 14 75 76 13 16 14 20 47 31 13 90 22 70 11 92 115 13 38 25 26 15 8
split_gain=12.1538 1.52571 1.283 0.98051 0.863519 0.73496 0.723131 0.675617 0.629457 0.580906 0.558328 0.548949 0.545905 0.53684 0.525473 0.517485 0.515196 0.500592 0.496709 0.489565 0.594368 0.498084 0.665769 0.480198 0.503401 0.47504 0.47379 0.457422 0.459064 0.453
threshold=1.0000000180025095e-35 -1.6896499999999997 -0.97700999999999982 1.0000000180025095e-35 -4.2132499999999995 7.5000000000000009 -1.3272499999999996 2.7132000000000001 -32.975999999999992 1.2525500000000001 0.43781500000000007 4.1359000000000004 2.0149000000000004 16.828500000000002 -2.1055999999999995 1.8436500000000002 -1.0701499999999997 1.6019500000000002 -3.0093999999999994 -1.4634499999999997 0.92460000000000009 3.1993500000000004 3.5467500000000007 1.0000000180025095e-35 2.9451500000000004 5.4869500000000011 1.06335 -2.0878499999999995 2.5118000000000005 2.4959500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 -3 9 -6 14 -8 13 19 12 15 17 -1 16 -5 27 -16 20 -2 -21 25 -12 -25 -23 -19 28 -4 -11
right_child=10 2 3 11 6 -7 8 -9 -10 29 23 -13 -14 -15 18 -17 -18 26 -20 21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023983965158274698 -0.00047685874424793166 -0.0047650794221742732 -0.00072736974055196638 0.0029773129967431873 0.00042211278479248917 -0.00024538293691757639 0.0032170911256838527 -0.0010370393767365599 0.00088480223745486465 -0.00033573352991913565 -0.00088319599257875902 0.0015239696818793455 0.0011589185524593093 -0.0009650097062992119 0.00065030473398041268 0.0011143736118412841 6.3217888378705887e-05 0.00042582472250844667 -0.00020372386693297503 -0.00072143182170623238 0.0010972325524737474 -0.0016947804078371613 0.0031432439060881737 -0.0013284873482144301 -0.0029520513057741818 -0.0069609665851616724 0.0011921786006181706 0.00028730769743006253 0.0020003524592279325 0.00078574794879959135
leaf_count=238 4296 74 1884 155 15608 11076 297 2220 11152 6358 8332 1444 2389 793 2164 1621 7064 7305 7984 11993 697 1601 70 4008 542 44 2786 16584 168 1049
internal_value=0 0.00538156 0.00685851 0.00430244 0.0125749 0.00223695 0.01287 -0.0049061 0.0189061 0.00437992 -0.0171098 0.0121261 0.00976598 0.00636667 -0.00152145 0.0061413 0.00251574 0.0070752 -0.000432148 -0.0136202 -0.00514246 -0.0167081 -0.0326484 -0.0221757 -0.0304378 -0.0367128 0.0127481 0.00400344 -0.0100809 -0.00353812
internal_count=131996 100413 87807 60676 27131 48003 27057 12606 11449 36927 31583 12673 11229 29520 10386 8840 7219 28727 10148 18701 4993 13708 1715 12882 4550 1645 10091 18636 2052 7407
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=0
split_feature=119 69 10 102 116 39 10 40 87 13 7 95 94 11 103 22 4 13 75 40 77 22 26 4 46 40 78 41 42 10
split_gain=10.9688 1.39629 0.928962 0.733437 0.726464 0.618964 0.548864 0.521016 0.762561 0.671027 0.517843 0.694066 0.516753 0.509461 0.498994 0.482129 0.519714 0.473777 0.465639 0.464675 0.461543 0.457238 0.451523 0.444792 0.536855 0.441488 0.428336 0.519124 0.553913 0.471295
threshold=1.0000000180025095e-35 -1.9155999999999997 1.6504500000000004 -0.76840499999999989 1.0000000180025095e-35 -0.29719499999999993 -1.4457499999999996 -1.4082499999999998 -0.15819999999999998 -0.76925499999999991 -1.4102499999999998 -0.34163499999999997 -7.7083499999999985 2.0574500000000007 -3.7019999999999995 -0.63666499999999993 6.7775500000000006 4.932900000000001 1.3496500000000002 -0.60013499999999997 -11.561499999999999 3.7349000000000001 -6.5517499999999993 -0.54222499999999985 -2.4200499999999994 -1.2154499999999999 0.24625000000000002 0.90315500000000015 -2.4257499999999994 -2.4127499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 5 6 12 8 23 25 11 -4 -3 -7 -5 16 18 -6 -11 -20 -16 -19 -1 -2 -25 -9 -10 28 -28 -30
right_child=7 2 10 14 17 13 -8 9 26 15 -12 -13 -14 -15 20 -17 -18 21 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0002603141853151006 -0.0014800439608759408 -0.002803851347214178 0.00030618131951980215 0.001348034592470515 0.00067756719776767779 6.3970554233577786e-05 0.00038161699713397314 -0.0017393406677267704 0.00031717028425274415 -0.0012670373228162782 -0.00019890825633482744 0.002940285961321868 0.0009703209869350789 0.00057215274472497486 -0.00090104584984592351 -0.0015488623860306673 0.0020395369729927222 0.002328165122422815 -0.0012096473865410072 0.00079625219848618192 0.00012816753067366595 -0.0035390198975801465 -0.00073438682359152361 0.0011381882817659062 -0.00082194855509035982 -0.000490288690447801 -0.00010404232296100224 9.2713862608116682e-05 0.00056649868600556 -0.0019898694891240551
leaf_count=1435 2551 92 2573 759 13436 21810 18373 793 2458 3287 10354 277 6390 6373 1208 5866 149 648 524 643 11084 35 5566 384 3868 6558 1036 2016 211 1239
internal_value=0 0.00511248 0.0069752 -0.00235263 0.00848279 0.00678584 0.0104235 -0.0162543 -0.0116327 -0.0198238 -0.000692566 0.011244 0.0183351 0.00357771 0.00207693 -0.0249658 -0.0173049 0.0148574 -0.0192484 -0.00208852 0.000540426 0.0405501 -0.01061 -0.0191616 -0.0128986 -0.0125006 -0.00427353 -0.0100702 -0.0197402 -0.0323575
internal_count=131996 100413 80361 20052 67157 53038 24855 31583 13763 17820 13204 2850 6482 28183 13051 10469 4603 14119 4454 1167 12292 683 7001 6803 4252 7351 6960 4502 2486 1450
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=0
split_feature=119 11 10 116 16 124 82 103 16 106 29 26 83 16 44 38 125 32 104 24 13 16 47 31 1 46 103 125 8 25
split_gain=9.89938 1.31168 1.11787 0.826634 0.778131 0.661586 0.6362 0.585041 0.532806 0.568791 0.63722 0.566081 0.515233 0.504092 0.540933 0.503819 0.487978 0.483746 0.490061 0.470693 0.469615 0.494077 0.462335 0.468898 0.447715 0.445703 0.562877 0.447182 0.443068 0.505922
threshold=1.0000000180025095e-35 -1.6896499999999997 -0.97700999999999982 1.0000000180025095e-35 -4.2132499999999995 7.5000000000000009 -1.3272499999999996 2.7132000000000001 -0.87086499999999989 -1.0423499999999997 1.0171000000000003 -1.9681499999999998 -0.51867999999999992 -2.9639499999999996 4.1246500000000008 -4.8373999999999997 1.2500000000000002 0.15675500000000003 -0.8622399999999999 1.9954500000000002 4.1359000000000004 2.0149000000000004 1.8436500000000002 -1.0701499999999997 2.9677500000000001 1.92825 1.6550500000000004 2.2500000000000004 -4.0044999999999993 -5.150599999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 -3 8 16 -1 17 11 12 -10 15 -2 -15 -11 -6 19 28 -4 21 22 23 -5 -20 26 -18 -27 -19 -30
right_child=13 2 3 20 6 -7 -8 -9 9 10 -12 -13 -14 14 -16 -17 25 18 24 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-7.6617364589273419e-05 -0.0001239775615934636 -0.0045420960120454027 -3.8281207188256486e-06 0.0028186721114381672 0.00097673763036361144 -0.00024173589996420421 0.00087519754138384311 -0.00097085142793419124 -0.00015908839346953312 -0.0074413135570163538 0.00052945883384661839 0.00096793911287285051 0.00060087311780267823 -0.00076954650132521688 -0.00156509286373683 -0.00018801767798804579 0.00030043337566342849 0.0051950368930452637 -0.00028277481847171544 0.0012826653403362413 0.0013999660811554694 0.0010800431408034851 0.0010327139773384831 3.8597124271698106e-05 0.0018271645378433541 0.0013776835062581979 -0.00059314835867303251 0.00013207714702071792 -0.0049386121931352788 -0.00097878301107861437
leaf_count=10386 2740 74 5224 155 2844 11076 11449 2220 1426 24 8083 5095 2482 26519 2324 9749 7571 28 1580 823 1444 2389 1621 7064 299 1548 2297 1348 84 2030
internal_value=0 0.00485686 0.0062263 0.00384038 0.0115622 0.00194387 0.0118423 -0.00468196 0.00397707 0.00630269 0.00369693 0.0144297 -0.000848974 -0.0154416 -0.0166729 -0.0041166 0.0076892 -0.00222713 -0.0107275 0.00342529 0.011024 0.00884103 0.0053927 0.00196577 0.00105948 0.00504985 0.00184864 0.0159578 -0.0210673 -0.0227225
internal_count=131996 100413 87807 60676 27131 48003 27057 12606 36927 26859 20338 6521 12255 31583 28843 9773 15608 10068 4021 6047 12673 11229 8840 7219 1879 12764 9868 2896 2142 2114
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=119 108 124 10 16 76 83 27 10 29 54 51 16 46 35 46 51 7 0 42 4 109 21 28 5 37 39 55 39 102
split_gain=8.93419 1.23965 0.986781 0.597132 0.64636 0.626549 0.559188 0.545879 0.541793 0.506241 0.504978 0.497511 0.572686 0.665559 0.540235 0.505223 0.490579 0.479746 0.503802 0.474058 0.481367 0.458951 0.456778 0.486402 0.456447 0.455236 0.453194 0.453875 0.45051 0.528786
threshold=1.0000000180025095e-35 -2.2830499999999998 7.5000000000000009 1.6313000000000002 1.9415000000000002 -3.0361499999999997 -1.51745 1.8549500000000003 -5.8596499999999994 1.1705500000000002 -0.95980499999999991 2.7100500000000003 0.72761500000000012 4.4629500000000011 -1.14055 -2.3220999999999994 0.54041500000000009 4.9940500000000005 9.4843500000000009 1.76875 5.9386500000000009 -1.8410499999999999 78.836000000000013 -1.1705499999999998 -2.1602499999999996 10.405500000000002 2.5694000000000004 3.7613500000000006 -0.31909999999999994 -0.83802499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 4 5 -3 10 -5 -6 -8 -7 12 15 17 -13 16 24 18 19 -14 -21 -1 -4 -24 -2 -10 27 -23 -29 -30
right_child=11 2 22 7 8 6 9 -9 25 -11 -12 14 13 -15 -16 -17 -18 -19 -20 20 -22 26 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.00031757723201794185 -0.0016167727408895702 -0.00047702452330065242 2.4044755811422192e-06 -9.3376541044563056e-05 0.0028465920885003384 -6.6070587987140296e-05 0.00052470764586691227 0.0009676337562877995 0.00079335585170353564 0.001316158154996742 0.00039586004280984751 -0.00064650398023598015 -0.0012022048460506004 -0.0043853152190086991 -0.0018985170105751748 -0.00059616917370692224 0.0023881629815903204 0.00045743731818207763 0.0049713865454707835 -0.00011436349682851046 -0.0075656493871726783 -0.00024937321596945922 -0.0079790511278106883 -0.0012511319320765324 0.0003287857266275672 -0.00086757180302642122 -0.0013298919616937855 -0.0064112426371624081 -0.0063991380855441095 0.0023919996395707129
leaf_count=2175 373 2136 20316 9720 310 7750 11245 1385 10165 2463 25007 1651 7436 141 1802 16264 232 589 35 1466 22 5644 34 128 1572 430 1369 60 26 50
internal_value=0 0.00461401 0.00573816 0.00751065 0.00876691 0.00720575 0.00797558 0.000779023 0.0157246 0.0133382 0.00573143 -0.0146695 -0.013279 -0.0195038 -0.0259977 -0.0100084 0.00429811 -0.0184966 -0.0203141 -0.0207837 -0.00449061 -0.0063681 -0.000373653 -0.0532633 -0.000886427 0.0145189 -0.0102379 -0.00636303 -0.0634488 -0.0123099
internal_count=131996 100413 91089 70611 59506 48601 46465 11105 10905 13708 32757 31583 28130 9689 3453 18441 2177 9548 8959 8924 1488 9324 20478 162 1945 10595 7149 5780 136 76
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=0
split_feature=119 87 44 89 43 124 36 66 116 49 72 30 20 5 67 28 116 4 7 3 78 39 11 78 21 44 2 44 112 46
split_gain=8.06311 1.17198 0.884796 1.09434 0.792594 0.549882 0.533679 0.500392 0.48496 0.542699 0.511227 0.467518 0.463069 0.498061 0.455813 0.454716 0.448211 0.446153 0.460554 0.615944 0.445226 0.442216 0.52706 0.440027 0.441524 0.432848 0.427875 0.402134 0.437417 0.393284
threshold=1.0000000180025095e-35 5.4430000000000005 0.20622000000000004 0.12574000000000005 -2.1388499999999993 7.5000000000000009 9.5885500000000032 -1.3857499999999996 1.0000000180025095e-35 -1.0021499999999997 -1.5459499999999997 1.30535 5.2115500000000008 -2.4869499999999998 -0.91423499999999991 -1.1959499999999996 1.0000000180025095e-35 -0.021560499999999996 3.9169500000000004 -0.45972499999999994 2.4816000000000007 2.6140000000000003 -2.0810999999999997 -1.3911499999999999 33.826000000000008 0.74968500000000005 8.7212500000000031 -1.3565499999999997 -0.061532999999999997 -1.5585499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 14 11 25 9 12 17 23 -2 -14 20 -7 -13 18 -11 26 -1 -5 -23 24 -4 -8 -20 28 -16 -29
right_child=8 -3 4 21 -6 15 7 -9 -10 10 -12 16 13 -15 27 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00028029544868871548 -0.00038498521196040177 -0.00081456310076324315 0.00059571978130982346 -5.6338796950375892e-05 0.00031234170594177725 0.00067056123948179168 0.0055549451964907355 -0.0076724968105554587 -0.00032953254934415963 -0.0013121509785125334 -0.0013587557619223404 0.00021827455451506932 -0.0058786589034945901 -0.0013025022985336061 -0.0053594882064994347 -0.00034373867798547148 0.0015745066238677934 -0.00050846734271599975 0.0037806307879213437 -0.0067544730752706538 0.0012586584316948094 -0.0029331129850173488 -0.00050888134770794727 0.0015957556122356319 -0.0064004015339457479 -0.0017164642232463515 -0.0041281906794756653 0.002004339867093361 9.3724025887321447e-05 0.00075926299783188073
leaf_count=17621 8186 2669 1157 21943 36731 1455 24 30 6997 3599 5641 2861 66 600 47 4593 774 6336 118 20 1245 245 2642 3063 23 139 20 915 169 2067
internal_value=0 0.00438331 0.00494785 0.00218011 0.00821846 0.00645298 0.0171913 -0.0347611 -0.013936 -0.0160265 -0.0195505 0.0184641 -0.00976272 -0.0351199 0.00876852 -0.00199446 0.0101411 -0.0152891 -0.0239232 0.0289191 0.00689719 -0.00265753 -0.0142922 0.0255943 0.00918709 -0.0129165 0.0526885 0.0198081 -0.0218571 0.0228261
internal_count=131996 100413 97744 52942 44802 28112 8071 193 31583 24586 15734 7878 8852 666 22064 6048 3635 10093 3757 158 18866 24830 2887 4243 1180 163 138 3198 216 2982
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=0
split_feature=119 11 10 116 87 16 82 14 85 23 103 14 76 57 90 44 6 110 109 55 37 16 13 51 65 4 24 34 51 102
split_gain=7.27695 1.06062 0.968743 0.803208 0.597142 0.559429 0.655 0.542872 0.51612 0.500327 0.495103 0.516165 0.485578 0.472308 0.485196 0.541178 0.467756 0.466529 0.583161 0.707524 0.460016 0.452539 0.472688 0.449392 0.449019 0.439465 0.433566 0.419282 0.416178 0.545357
threshold=1.0000000180025095e-35 -1.6896499999999997 -0.7707949999999999 1.0000000180025095e-35 5.4430000000000005 1.6828000000000001 -1.5862499999999999 -95.433999999999983 -1.96695 3.5277000000000007 1.0809500000000003 18.364500000000003 0.43781500000000007 1.62585 -5.6280499999999991 -1.2829499999999998 2.7163500000000007 -0.42103499999999999 16.088500000000007 -0.10500499999999999 5.9486000000000008 2.0149000000000004 3.9128500000000002 -0.8853899999999999 -2.7212999999999994 5.0493000000000015 19.010500000000004 1.2589500000000002 10.313000000000001 2.4144500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 8 5 6 17 -8 -4 26 11 -10 -2 14 -7 20 -6 -3 -19 -20 24 22 28 -18 -16 -14 27 -1 -5 -30
right_child=12 2 3 21 16 13 7 -9 10 -11 -12 -13 25 -15 15 -17 23 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00022778250679398446 -0.0004992448035348047 -0.00025231300056759523 -0.00066530862779608962 0.00030520695877416567 -0.00013905913838243577 0.0018851848676743955 0.0039270204119384294 0.00067790909043850367 0.000223418419694551 -0.0016576160613937258 -0.00019888407039671016 -0.0010278168579136366 -0.00098184065269247655 0.0023769444327798334 0.0053621515918236516 0.00076461431220299517 -0.0069129097575862568 0.00045996170108302486 0.00098262697554610929 -0.004248385019090078 -0.0075105211280029399 0.0010816613225605937 0.0012992240921391742 -0.0012568717523489469 -0.0015685321476907182 0.00012125123801360913 -0.0023981527191414657 0.00065134269783007591 -0.00074674204849962435 -0.0073166407096911888
leaf_count=10254 18701 3970 2354 7818 256 853 130 11611 32036 578 10806 846 11905 594 26 2312 62 9186 116 146 29 2715 1150 81 231 977 211 1563 445 34
internal_value=0 0.00416415 0.00539558 0.00302676 0.010053 0.010578 0.00882305 0.0142777 0.00111751 -0.00441337 0.00189469 0.00382452 -0.0132392 0.0214934 0.0170103 0.0102161 -0.0283712 0.00405015 0.00787241 -0.0386473 -0.0308196 0.0102547 0.00698454 -0.0741828 -0.0173475 -0.0179636 -0.00303233 -0.00223006 0.00435107 -0.0242616
internal_count=131996 100413 87807 58204 29603 29204 25159 11741 46042 12606 43688 32882 31583 4045 3451 2598 399 13418 9448 262 286 12162 9447 143 257 12882 12028 11817 8297 479
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=0
split_feature=119 87 46 90 59 36 11 59 103 78 16 103 30 5 60 18 91 54 66 11 91 5 9 49 16 57 16 87 4 7
split_gain=6.56745 0.991908 0.78362 0.82408 0.646016 0.752964 0.56118 0.673785 0.593346 0.519919 0.499216 0.634744 0.549999 0.465937 0.463569 0.477055 0.515314 0.463274 0.46255 0.537363 0.458406 0.521251 0.491911 0.484983 0.447567 0.445354 0.438179 0.454687 0.473008 0.445111
threshold=1.0000000180025095e-35 5.4430000000000005 1.92825 -1.0835999999999999 -1.2505999999999997 9.5885500000000032 -1.7890499999999998 -3.8648999999999996 1.1816000000000002 4.2297000000000002 1.1873500000000001 -0.3844499999999999 -0.21395499999999998 -2.4436499999999994 -1.6771499999999999 -1.5638499999999997 -0.46354499999999993 -5.6362499999999995 10.694500000000001 11.149500000000002 1.2967500000000001 -2.0884499999999995 2.4637000000000007 -0.51036499999999985 2.6165500000000006 -1.66245 -2.6155999999999993 1.0150500000000002 -0.50468999999999986 3.9169500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -4 8 -8 -5 20 11 17 25 -12 15 -10 -17 -1 26 -20 21 24 -22 -24 -9 -13 27 28 -2 -28
right_child=18 -3 4 6 -6 -7 7 9 14 -11 13 12 -14 -15 -16 16 -18 -19 19 -21 22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0058513333089649684 -0.001634662916632181 -0.00075320516513718481 0.0013088250934750378 -0.00011623880705780991 0.00037896822238982773 -0.0031243211514495241 0.00077538059861243739 0.00046801492368961443 -0.0055834436715386888 0.0010629779478601019 0.0023372290215749217 4.5725320892974593e-05 -0.00033026314518359168 0.00062406409732072821 -0.00068524347956135741 -0.0068406731906262321 -0.0011041061102714338 0.00059093738968733019 -0.0015482739261844379 -0.0075103520498669245 -0.0004199435982678427 1.7342259228083915e-05 0.0013187987067539452 -0.0002231583195601921 0.002371125003156155 0.0010279396574527217 -0.00074332339817567684 0.00030717588855163876 0.00015266735227309545 -9.3287217740781775e-05
leaf_count=28 792 2669 2948 4046 18464 99 3294 3971 101 1186 421 3491 6049 6930 1130 44 355 8325 685 40 9380 23333 883 1207 335 1724 23940 2472 695 2959
internal_value=0 0.00395594 0.0044753 0.00297124 0.00980557 0.0232958 0.00053865 0.00175656 -0.00881431 0.00063245 0.00741508 0.00478131 -0.000117128 0.0144436 -0.0249227 -0.050275 -0.0347342 0.0113868 -0.0125773 -0.0375443 6.92285e-06 0.00221243 -0.00530763 0.008566 0.0123215 0.00740861 -0.0119907 -0.00216828 -0.0159859 -0.0134363
internal_count=131996 100413 97744 76233 21511 3047 49265 43589 5676 40295 26968 19617 11264 7351 1630 500 399 8353 31583 725 39109 27639 11470 2090 4306 5215 30858 3959 1487 26899
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=0
split_feature=119 69 10 116 39 5 102 94 54 16 34 103 35 46 68 16 3 108 67 10 29 106 8 6 31 41 97 38 7 11
split_gain=5.92712 0.913065 0.697367 0.587919 0.584395 0.546593 0.506592 0.492648 0.496139 0.461964 0.485358 0.449823 0.446811 0.589669 0.482497 0.590656 0.437717 0.62914 0.433113 0.428 0.41857 0.499755 0.481688 0.416101 0.414414 0.414411 0.413756 0.402748 0.583454 0.401549
threshold=1.0000000180025095e-35 -1.9155999999999997 1.4808500000000002 1.0000000180025095e-35 -0.29719499999999993 -1.45875 -0.76840499999999989 -7.7083499999999985 -0.8499199999999999 1.6525000000000001 -0.95831499999999992 -3.7019999999999995 -0.88097999999999987 -3.3611 -1.4022499999999998 0.70806500000000006 -2.0324499999999994 -0.66043499999999988 3.1410000000000005 -1.4457499999999996 -6.302649999999999 -10.497499999999997 -7.1566499999999991 6.9238000000000008 -0.37220499999999995 0.71648500000000015 -1.7421499999999999 -4.8373999999999997 -0.81152499999999994 7.2483500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 7 -4 20 8 -3 18 16 -8 14 -14 15 25 17 -11 -6 -9 -1 -22 -23 -5 -25 -2 -17 28 -13 -18
right_child=12 2 5 23 9 -7 11 19 -10 10 -12 27 13 -15 -16 26 29 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00020983790585317442 -0.00015692531314044278 -0.0062119934269610575 0.00049601730303657583 0.00064732819701741407 -3.7367020781964559e-05 -0.00018869778632098653 0.0012514373165468178 0.00081273202613653416 -0.00062183497327915783 0.0030468545287199644 0.00094545922135804133 -0.0064168015005603681 0.0023781264899298549 -0.00099349919351071105 -0.00059601083485851067 0.0027487465831106655 0.00024764769356743903 -0.0068845077167050198 0.0011348395792239124 0.00033250222455627476 -0.0072267074683873824 0.0037722792354274969 -0.00069707583458822916 0.0011586760259455159 -0.0082849708278305272 0.0010304703983625811 -0.0011276839616104776 3.2963255006491546e-05 -0.00042156437841745528 -0.0031310427973988242
leaf_count=1761 1630 51 3802 13434 21495 12488 759 6390 179 23 2935 59 132 7375 19828 73 1616 52 818 16938 29 61 5150 21 26 1338 1207 12103 130 93
internal_value=0 0.00375814 0.00526444 0.00674983 0.00518611 -0.000577778 -0.00227856 0.00882686 -0.0372278 0.00201325 0.0110024 0.00140281 -0.0119484 -0.0186843 -0.00984813 -0.000176436 -0.00200566 -0.0767778 0.000112127 0.00928093 -0.00914121 -0.0136237 -0.0128952 0.012618 -0.0813094 0.00756726 -0.0181321 -5.60371e-05 -0.0458619 0.00127574
internal_count=131996 100413 80361 64071 50590 16290 20052 23558 230 27032 4719 13051 31583 7507 24076 4248 1784 75 22313 23328 7001 5240 5211 13481 47 2968 1280 12292 189 1709
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=0
split_feature=119 44 89 103 43 36 76 16 42 72 72 54 5 55 42 106 29 16 4 11 16 46 105 103 17 61 71 87 64 14
split_gain=5.34923 0.881403 1.01997 0.73467 0.637095 0.642297 0.604621 0.508745 0.532956 0.50489 0.439397 0.433942 0.532356 0.503797 0.428889 0.504732 0.480538 0.459914 0.596507 0.651773 0.559637 0.491841 0.459651 0.42539 0.600322 0.546726 0.565066 0.506914 0.414472 0.413043
threshold=1.0000000180025095e-35 0.20622000000000004 0.12574000000000005 3.8579500000000002 -3.1957499999999999 9.5885500000000032 -2.3633499999999996 0.64790000000000003 2.5327000000000006 -1.5607499999999999 -1.4830499999999998 -2.6501999999999994 -1.8479499999999998 2.0613500000000005 1.3953500000000003 -1.1734499999999997 -4.4040999999999988 2.0149000000000004 -0.20143499999999998 -1.9048499999999999 2.0840000000000005 3.8637500000000005 2.0341500000000003 4.5751500000000016 -0.53126999999999991 -2.7548499999999998 2.7337500000000001 3.3662500000000004 1.9963500000000003 0.88768500000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 7 5 -3 -6 -4 -9 11 -7 13 -13 -1 16 -16 -2 -18 21 -20 -21 22 -19 24 25 -5 -27 28 29 -25
right_child=14 4 3 23 6 10 -8 8 -10 -11 -12 12 -14 -15 15 -17 17 18 19 20 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.00025220180024811324 -0.00018324420439587378 0.00092446437198778872 -0.00030832089053654392 -0.0060910208514542326 -0.0026607370456414566 -0.001236518933149302 0.00028476453839181503 7.9843176396867288e-05 0.0019606591241620006 0.00047497041267033629 -0.0086857935064472268 0.0010746220914816071 4.2644274994266365e-05 -0.0023951410228619354 0.0013586599183263784 -0.00034797258051938798 -0.00066664694741095059 -0.0016765367512964772 -0.0034306137892200009 -0.0048814064039337177 -0.00035926893934184263 -0.007103879437621502 -0.005145142149357569 0.0011287087644232768 -0.00011063936984105289 -0.00084863552660907355 -0.0062273410847410561 -0.0013376464096802301 0.0049429834052397495 -0.0042415267549628438
leaf_count=1242 4120 5496 14188 128 175 113 39223 10263 391 13402 24 1388 12541 352 460 7445 16182 1057 214 71 1880 49 105 214 213 206 64 690 57 43
internal_value=0 0.00357024 0.000898683 -0.00358851 0.00685588 0.0168034 0.00543362 -0.00224491 0.00297738 0.00500301 -0.05083 0.00112099 0.00290958 -0.0145085 -0.011351 -0.00497324 -0.0134802 -0.0155479 -0.0261646 -0.0162232 -0.0104767 -0.0439377 -0.0397993 -0.0242558 -0.0450601 -0.0679909 -0.0424718 -0.011595 0.0217139 0.00460374
internal_count=131996 100413 55382 26457 45031 5633 39398 24842 10654 28925 137 15523 13929 1594 31583 7905 23678 19558 3376 2165 1951 1211 1162 1615 611 398 270 1004 314 257
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=0
split_feature=120 108 124 116 44 46 27 9 58 116 76 13 6 124 25 12 39 76 44 16 33 54 51 45 30 16 82 21 28 4
split_gain=4.82768 0.799804 0.830546 0.54071 0.474176 0.470153 0.582255 0.453594 0.521365 0.434472 0.49911 0.469473 0.564522 0.434078 0.64337 0.566139 0.54527 0.455368 0.437103 0.424831 0.641031 0.512282 0.480634 0.52451 0.435431 0.415392 0.415814 0.414311 0.440494 0.412702
threshold=1.0000000180025095e-35 -2.2830499999999998 7.5000000000000009 1.0000000180025095e-35 -1.1575499999999999 4.1814500000000008 -0.17457999999999999 1.1048500000000001 2.2279000000000004 1.0000000180025095e-35 -0.57676999999999989 4.2582500000000012 0.31763500000000006 1.0000000180025095e-35 -2.4810499999999993 -3.8825499999999997 1.0576500000000004 2.0772500000000007 -0.37698499999999996 1.7889000000000002 -0.34817999999999999 4.299100000000001 -0.18769999999999995 -2.0848499999999999 -3.6424999999999996 4.3280500000000002 1.0456500000000004 78.836000000000013 -1.17865 4.2338000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 5 -5 7 -7 13 -9 10 -1 29 -13 14 15 -3 -15 18 25 24 22 -22 -21 -24 -11 -16 -27 -4 -29 -12
right_child=1 2 27 4 -6 6 -8 8 -10 19 11 12 -14 16 17 -17 -18 -19 -20 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00037172228211620854 -0.00027147489638838492 0.00031686889068411651 -4.5540105938569645e-05 -7.750433324981954e-05 0.00068564829404551457 0.0021451458037103866 0.000461217833890497 -0.00016767288288753004 0.00076310201015545101 0.0050087912657926252 -0.00084625488822118199 -0.0030481097496452697 -0.00054683135073827838 0.00057950034783253311 -0.00025847792306536331 -0.00093976498949525315 3.5892090578492685e-05 0.00075792334552839732 0.00038090801646398686 -0.0034397557891842727 -0.00033924168831498389 0.0062204718041504112 -0.0060027669129126219 0.00082090250074454564 -4.1853647343595619e-05 -0.0013087235363748145 -0.010394497830420733 -0.0078392538067419085 -0.0012906188603777154 7.9525038660047665e-05
leaf_count=10252 9324 1411 20316 2428 12589 661 2298 12309 1714 43 12085 503 409 15836 3931 2457 6509 3324 5090 346 746 31 34 164 5633 34 20 32 130 1337
internal_value=0 0.00339172 0.00429468 0.00592081 0.0112452 0.0044826 0.0167477 0.00379309 -0.00107813 -0.0107834 -0.0127621 -0.0165725 -0.0385275 0.0055622 0.0016325 -0.0096272 0.00842299 0.00514509 0.00147737 -0.00383091 -0.0199828 -0.00155057 -0.0463096 -0.00701677 -7.18237e-05 -0.00636619 -0.0934765 -0.00131246 -0.0516835 -0.0150807
internal_count=131996 100413 91089 70611 15017 55594 2959 52635 14023 31583 24586 14334 912 38612 16267 3868 22345 12399 9075 6997 1321 777 544 198 5676 3985 54 20478 162 13422
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=0
split_feature=119 11 125 112 61 26 12 100 9 18 57 16 46 85 31 83 29 100 94 55 26 24 69 9 53 78 46 61 102 31
split_gain=4.35698 0.748011 0.592546 0.598079 0.695644 0.596227 0.639314 0.668279 0.513444 0.473235 0.471955 0.469927 0.592421 0.466038 0.458831 0.481205 0.484599 0.488212 0.452615 0.451704 0.515157 0.444949 0.428103 0.42477 0.42442 0.469387 0.421044 0.420547 0.43631 0.420812
threshold=1.0000000180025095e-35 -1.6896499999999997 1.2500000000000002 -0.73070499999999983 -0.19981499999999999 1.9588500000000002 1.2974000000000003 8.2353500000000022 -2.2050999999999994 11.2765 1.7357500000000001 3.2539500000000006 -1.83985 0.13629500000000003 -1.0328499999999996 -1.1590499999999999 1.2433500000000002 -0.12836999999999996 -1.3147499999999999 4.676800000000001 -1.8566499999999999 6.3714000000000004 -1.5796499999999998 -1.2467499999999998 0.9810350000000001 0.43825500000000006 2.0788500000000005 -2.0272499999999996 3.6203500000000006 -0.6807399999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 9 11 8 13 7 18 19 10 23 12 -4 -6 15 16 17 -14 -7 22 -21 26 -5 24 25 -3 -1 29 -29 -27
right_child=-2 2 3 4 5 6 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0001097815312076385 -0.0005122131315322588 -0.00028433272919614052 -0.0008650444471706572 -0.00010730424388715936 0.00078363807536287579 0.0030707951111253354 -0.008508488206336132 -0.0091477240901440392 -7.1203953885527901e-05 0.0016884039820539898 0.0011108751770870968 0.00068347179889322984 -0.0030912266335856747 0.00027282786307769743 -0.00013579367359440112 0.0014049478736777282 0.00039220008466068752 4.0015340885529386e-06 -0.00072449183092634527 -0.00029954378260299563 -0.0054360841414617268 -0.0015018537770627876 0.00065214656540830724 0.00012613184306295528 0.0014686675934362492 -0.002067214050394897 -0.0042081238184538154 0.0027636953881691869 -0.0029773628106340767 0.00093505174710034318
leaf_count=11920 31583 1315 2278 2558 9984 88 26 22 16701 782 2162 2093 213 8078 17632 981 3205 317 732 173 68 623 6758 9089 1346 144 63 410 36 616
internal_value=0 0.00322214 0.00425629 0.00303474 0.00525239 0.0098734 -0.0157274 -0.0109584 0.00192099 0.00978066 0.00853988 -0.00071581 -0.00193843 0.0111037 -0.000372491 0.00838886 0.00321199 -0.0247986 -0.00634385 0.00776655 -0.0349772 -0.00398122 0.00887231 0.00625746 0.0150358 0.00738077 -0.00262657 0.0216292 0.0460058 0.00732403
internal_count=131996 100413 87807 71907 45188 18930 868 842 26258 15900 15118 26719 24626 18062 22348 4716 3735 530 820 9557 241 12606 9316 12956 3867 2521 11983 1206 446 760
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=0
split_feature=119 87 10 13 103 48 61 34 46 22 10 48 23 14 69 9 13 2 93 28 44 56 91 3 17 17 4 6 6 14
split_gain=3.93217 0.740415 0.622305 0.714232 0.528723 0.616626 0.528299 0.490938 0.465918 0.463948 0.513815 0.633202 0.452488 0.636838 0.455627 0.436394 0.43682 0.455257 0.429081 0.424763 0.595103 0.424698 0.434215 0.695397 0.629067 0.422705 0.517148 0.421523 0.448493 0.41089
threshold=1.0000000180025095e-35 5.4430000000000005 1.4999500000000003 1.6019500000000002 1.3948500000000001 -17.170499999999993 1.7592500000000004 -1.9607499999999998 1.1556500000000003 1.5435500000000004 0.063332500000000014 -1.2062499999999996 0.37766000000000005 -1.6159499999999998 -1.4683499999999998 -3.4699499999999994 -1.9572499999999999 10.408000000000003 -0.81577499999999981 1.7481500000000001 2.2040000000000002 22.526500000000002 2.4841000000000002 -1.2220499999999996 -1.5609499999999998 2.9638000000000004 -0.80626999999999993 -1.9694499999999999 -1.5119499999999999 -0.52566999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 -4 -7 25 12 -11 29 14 -14 -1 18 17 -17 -15 20 -5 22 -21 -24 -25 -8 -27 -13 -29 -12
right_child=-2 -3 6 19 5 7 8 -9 -10 10 11 27 13 15 -16 16 -18 -19 -20 21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.00011258080958079328 -0.00048660247364787292 -0.0006685917107992045 -0.00021584723649267285 0.00043218214447689088 0.0029547731874887749 -0.00057482610544847587 0.00021899393406639461 5.1873015208514701e-05 0.0010255130468622635 0.00018498958656587095 -0.0072934449251208988 0.00063565003909860497 0.0010625260844665198 0.00029486540329041116 0.00068804530378874728 -0.00092882626949874472 4.5139144607964915e-05 0.0057398483336258401 0.0018477267781127765 0.00011546318942574779 0.0011515601105913033 0.0023853181984883794 -0.0064148934585834625 -0.0053136336075705155 0.0019074929559990618 -0.0051156101095350993 -0.00044533264552873951 -0.0026005049313170664 -0.00048553850523697816 -0.00050329625153461017
leaf_count=4858 31583 2669 14916 9301 163 4477 1385 10348 1805 8806 56 756 1730 1920 11781 1634 11121 26 579 4377 4161 196 67 43 101 87 186 278 2549 37
internal_value=0 0.00306103 0.00350975 0.00472398 0.0030849 -0.00207511 -0.00173362 -0.00274768 0.0093934 0.00476139 -0.000445543 -0.0103759 0.00669289 0.00306605 0.0104006 0.0010072 -0.00135588 -0.0164875 0.013093 0.0102145 0.0130907 0.00212073 0.0001733 -0.0441353 -0.00497631 -0.00270909 -0.0386733 -0.00826138 -0.0138704 -0.0918398
internal_count=131996 100413 97744 79365 61119 14988 18379 14825 3463 46131 12482 3676 33649 17010 16639 15280 12781 1660 2499 18246 13462 4784 4588 211 144 1658 273 3583 2827 93
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=0
split_feature=119 46 90 103 59 36 57 16 103 87 61 10 51 67 23 21 16 46 46 51 112 102 5 123 69 4 37 7 4 89
split_gain=3.54879 0.66936 0.715212 0.599717 0.503847 0.635174 0.456732 0.452406 0.429231 0.494858 0.427498 0.500677 0.42707 0.479877 0.435697 0.482526 0.43398 0.567166 0.429524 0.441401 0.422404 0.518294 0.415162 0.410785 0.40821 0.565171 0.462707 0.404178 0.400881 0.416779
threshold=1.0000000180025095e-35 1.92825 -1.0835999999999999 3.8579500000000002 -1.2505999999999997 9.5885500000000032 0.5321800000000001 -2.2113999999999994 4.5751500000000016 3.1397000000000004 1.7592500000000004 2.2598500000000006 2.7100500000000003 -0.13536499999999999 0.6251150000000002 -0.90839999999999999 0.72761500000000012 4.4629500000000011 -2.3220999999999994 0.54041500000000009 7.5389000000000008 -2.2403499999999998 -2.1602499999999996 0.8500000000000002 17.309000000000001 -1.99935 8.0318500000000022 2.8405500000000004 1.4013000000000002 25.274500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 5 -3 8 -1 -5 -10 11 20 16 -14 15 -15 18 27 19 22 -6 -22 -2 -24 -12 -26 -27 -18 29 -4
right_child=12 4 3 6 10 -7 -8 -9 9 -11 24 -13 13 14 -16 -17 17 -19 -20 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00024072559646390443 -0.0013414817794797887 0.0011183102644620794 7.5008973563738576e-05 -0.0024839441819567718 0.00026881240383568061 -0.002953100768905698 4.3828571746657203e-06 0.00036103406218651645 0.001313921643536439 -0.0014318818521867811 0.00091339033934765147 -0.001098097171052359 -0.0007712939511933508 0.0031400640341453256 -0.004550246284980815 -0.0023803837414781907 -0.00076013031485983344 -0.0038167773324129101 -0.00034378633409340399 0.0024655123831351 -0.0090977693131814412 -0.0011191369398364992 0.00027747921567173543 0.003276008569575366 -0.0072543596566626532 0.00096369420934934176 -0.0044450282155736988 0.00014554293681424355 -0.00023302250467683683 0.0018904042108346443
leaf_count=3590 373 2959 35481 549 13925 99 999 24029 226 599 3488 736 3045 50 168 190 8095 141 16264 232 24 134 1448 124 33 176 51 1453 12996 319
internal_value=0 0.00290798 0.00155534 -0.000658206 0.00783616 0.01973 -0.0161825 0.00565631 -0.0280122 -0.013594 0.00587723 0.00346407 -0.00924545 -0.0197411 -0.0519466 -0.0246058 -0.00795709 -0.0133759 -0.00511003 0.00808122 0.00479287 -0.0466216 0.00316342 0.0102801 0.0154185 -0.0228062 -0.00502963 -0.0124461 9.67587e-05 0.00182371
internal_count=131996 100413 78788 51169 21625 3058 2373 27619 1374 825 18567 14819 31583 3453 408 240 28130 9689 18441 2177 14083 158 1945 1572 3748 260 227 9548 48796 35800
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=119 13 9 83 15 9 15 17 105 27 8 16 100 110 87 11 14 43 29 92 51 98 84 29 36 41 33 38 88 35
split_gain=3.20278 0.628967 0.562527 0.580594 0.536277 0.769649 0.534907 0.529892 0.502996 0.51076 0.526812 0.481874 0.693642 0.531573 0.471367 0.445452 0.438068 0.436771 0.431947 0.495306 0.427913 0.423577 0.432812 0.427997 0.617051 0.422896 0.426769 0.507709 0.418446 0.41551
threshold=1.0000000180025095e-35 1.6019500000000002 1.8254000000000001 -1.1133499999999998 -0.22703999999999999 2.8898000000000006 -1.73125 -3.1755999999999998 -1.1216499999999996 -0.27223999999999998 -1.6740999999999997 1.2133000000000003 -1.9983499999999996 -0.75019499999999983 5.1582500000000007 -1.0628499999999999 -1.1812499999999997 -0.06443699999999998 1.0451500000000002 -0.96289499999999995 14.548500000000002 -0.89110999999999996 -1.62645 -1.6330499999999997 -0.083089999999999983 -1.4272499999999997 0.83919500000000002 -0.72534499999999991 12.836000000000002 -0.81854499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 5 7 -3 -1 9 10 16 13 29 14 -6 28 -9 -15 -8 -20 -17 -12 23 24 -23 26 27 -19 -14 -13
right_child=-2 2 3 -5 11 -7 18 8 -10 -11 21 12 15 17 -16 20 -18 25 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016512212842729056 -0.00043915873226537533 -0.0016885184728021648 -0.00058793388676613948 0.00077235181432135482 -0.00017061509472464679 0.0010094744393003873 0.00033464837630819175 0.0010490985423144941 -0.00024655382557545652 0.00065719634152039104 -0.0018649387563047003 -0.0035912248738590746 8.7473183002782207e-05 0.0004086645862734311 -0.0027459548848027685 0.00063911203070035909 -0.00010768589918911796 -0.0037330325669012012 4.2017272251073547e-05 0.0010782008395116471 0.0024842483218668436 -0.004563622237183154 0.0003691724455512372 -0.0082142337349553913 0.0060205229203261082 1.2186253435309875e-05 -0.0047246248771746959 0.0014747676710224051 -0.002954424551429869 0.0029296329341314993
leaf_count=569 31583 289 2785 1092 9676 1529 15434 1067 21333 3628 662 155 2263 12912 181 7481 3513 78 1523 4751 328 40 617 30 21 8098 93 117 119 29
internal_value=0 0.00276258 0.00701053 -0.00409589 0.00128803 -0.00172059 0.00896805 -0.00278477 -0.00222813 0.00379212 -0.00191013 0.00367935 0.00958212 0.00171366 -0.0043581 0.0106808 0.00323619 0.00452375 0.00953703 0.0165334 0.0143323 -0.0191146 -0.00211191 -0.0664925 -0.018398 -0.00109548 -0.0387513 -0.012167 -0.00128988 -0.0512696
internal_count=131996 100413 25874 3877 74539 33009 21997 31480 30911 9578 5950 41530 10375 31155 9857 10191 4580 21298 21708 6274 7809 1370 708 91 61 8386 288 195 2382 184
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=0
split_feature=120 83 123 103 13 85 36 58 87 6 9 13 15 58 35 39 92 37 15 23 101 13 101 103 23 103 106 25 49 13
split_gain=2.89051 0.60543 0.626361 0.628435 0.532384 0.492816 0.552027 0.445388 0.575722 0.43255 0.430432 0.550694 0.670013 0.503171 0.524061 0.493326 0.482332 0.438984 0.418797 0.5529 0.472401 0.415588 0.466432 0.415405 0.474315 0.550287 0.436475 0.423789 0.40834 0.459594
threshold=1.0000000180025095e-35 -1.1643499999999998 1.0000000180025095e-35 2.9947500000000002 2.8140500000000004 -1.2682499999999999 0.70319000000000009 1.3222000000000003 2.3045500000000003 3.6990000000000003 1.5275500000000004 -0.021363499999999997 -1.6010499999999996 2.2709000000000006 2.0093500000000004 -3.3073999999999999 0.37861000000000006 -0.93067999999999984 -0.45503499999999991 -2.0706499999999997 -0.13780999999999996 1.6019500000000002 15.418000000000001 1.3661500000000004 -1.5718999999999999 2.0746500000000005 -0.82897999999999994 -28.891999999999996 -0.98858999999999997 2.0398500000000004
decision_type=2 2 2 2 2 2 2 2 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 10 -4 -3 6 -6 8 -8 18 11 23 15 14 -12 -13 -16 -18 19 -5 -21 22 -15 27 25 -25 -27 -2 -1 -30
right_child=1 4 3 9 5 -7 7 -9 -10 -11 13 12 -14 21 16 -17 17 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00018222486891250809 0.0022636822423704223 0.00024030832655237206 0.00043691418479254156 -0.0044447117078710687 0.00047488308102408084 0.0011673431458316611 0.00068804276732927459 -0.0056870952693988449 -0.0083335579195547675 -0.0025710439479890023 -0.00062019612491434162 -0.009061285084032495 0.00024458190916764195 0.0011991383879506774 0.0020348384181658428 -0.0014775523166715725 0.0023364653710716515 -0.0017099381471052768 0.0004894120824776026 -6.2765275954075589e-05 -0.0051711841691285372 -0.00067786586590111268 -0.0017280957296344581 0.0017415124273143 -0.00062223679699314647 0.00076371647853228412 -0.0013934661239638167 -1.246712425076365e-05 -0.00044569380726795386 -0.0010835916286577019
leaf_count=11662 207 20492 14854 110 867 3181 112 69 21 235 7246 23 24159 1231 375 317 93 240 818 477 50 625 153 493 6110 466 472 16917 16515 3406
internal_value=0 0.00262445 0.00122038 0.00665939 0.00691867 0.0171044 -0.00147109 -0.0485499 -0.0147284 -0.0116127 -0.000301481 0.000913112 0.00427124 -0.00629508 -0.00986666 -0.0398114 0.0161009 -0.0115972 -0.0051832 -0.0244087 -0.0109487 0.00784544 0.0175107 -0.00242242 -0.00860662 0.00778115 -0.00643548 0.000300953 -0.00834402 -0.0110952
internal_count=131996 100413 75671 16544 24742 4250 1069 202 133 1690 59127 49164 24499 9963 7954 340 708 333 1455 637 527 2009 1384 24665 7541 1431 938 17124 31583 19921
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=119 46 90 57 8 58 25 20 12 59 36 103 103 66 11 94 101 16 83 58 21 20 23 76 61 27 16 36 112 110
split_gain=2.60869 0.564336 0.606507 0.513308 0.721156 0.470889 0.467304 0.476508 0.450705 0.444319 0.574389 0.400868 0.700524 0.399436 0.462933 0.486739 0.454074 0.392454 0.508484 0.485087 0.595388 0.496595 0.57719 0.400112 0.39096 0.48422 0.389639 0.388972 0.497021 0.489393
threshold=1.0000000180025095e-35 1.92825 -1.0835999999999999 -0.42001999999999989 0.97827500000000012 0.77158500000000008 1.7503500000000003 -1.8838499999999996 1.9756000000000002 -1.2505999999999997 9.5885500000000032 4.0880500000000008 4.5751500000000016 10.694500000000001 11.149500000000002 -0.68665999999999994 3.4660500000000005 -2.4138999999999995 1.5276500000000002 2.4588500000000004 12.893500000000001 -1.5168499999999996 3.0556500000000004 1.3374500000000002 1.7592500000000004 2.1062500000000006 1.9415000000000002 5.0997500000000011 7.5389000000000008 0.03867700000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 11 -5 26 -6 -8 -7 10 -3 -4 -13 -2 15 -15 -17 18 19 21 23 22 -9 -21 25 27 -1 28 -11 -29
right_child=13 9 3 4 6 8 7 17 -10 24 -12 12 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00011785925008145852 -0.00036908537560102224 0.0010347170654210263 -0.00024445176496872375 0.00028622147921691601 -0.00026999449796491151 0.0013432569354688458 0.0022510211970593321 -0.010754084140062334 -0.0051879779056266499 9.9790566164750707e-05 -0.0028369845145127994 -0.0038695146444461073 -0.00053953594679404405 0.00024986675673893758 -0.0067848816374316808 -0.0029087392150573539 0.0038167815090639997 0.00037504350676452513 0.0042484313746293384 -0.0007699755693708236 -0.0092190479704489306 0.0012309210024291448 -0.00050988014025444336 -0.0045613843310928466 0.00071515740136309804 -0.0064254891193870987 0.00062306227674416043 0.00010565985398373693 -0.0029836938678988994 0.0019080900355676446
leaf_count=21745 30858 2959 11367 17604 16673 1218 292 20 27 13136 99 211 628 302 40 356 27 3670 45 240 30 247 44 98 3748 28 4629 841 132 682
internal_value=0 0.00249323 0.00125123 -0.000787167 0.000985577 0.00502771 -0.00292017 0.0059028 0.0240323 0.0070183 0.0181875 -0.00644598 -0.0275398 -0.00792682 -0.0311281 -0.0250218 -0.0486923 0.00330327 -0.0179746 -0.0247971 -0.0493685 0.00427788 -0.0742239 -0.0373852 0.00517873 0.002871 0.00413059 0.00311971 0.00138228 0.0182558
internal_count=131996 100413 78788 51169 38963 27619 21359 4686 1245 21625 3058 12206 839 31583 725 685 383 4394 724 679 368 311 64 338 18567 14819 26374 14791 13268 1523
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=0
split_feature=119 83 16 125 54 75 91 96 103 109 23 13 85 36 94 29 52 9 61 16 40 87 13 78 41 40 53 53 40 39
split_gain=2.35434 0.548518 0.598763 0.598004 0.535053 0.530948 0.651945 0.53001 0.549201 0.523462 0.48448 0.47864 0.445223 0.497862 0.435842 0.494065 0.418709 0.415325 0.445451 0.410727 0.392612 0.623334 0.504346 0.411026 0.456078 0.518696 0.513728 0.551459 0.410414 0.409137
threshold=1.0000000180025095e-35 -1.1643499999999998 1.9415000000000002 1.2500000000000002 2.7409500000000002 2.5537500000000004 2.4841000000000002 1.1475500000000001 4.3923000000000014 0.48166000000000003 2.1236000000000002 2.8140500000000004 -1.2682499999999999 0.70319000000000009 -3.4321499999999996 0.61078500000000013 -1.6904999999999999 1.49055 2.0811500000000005 1.4619500000000003 -1.4082499999999998 -0.15819999999999998 -0.76925499999999991 0.24625000000000002 0.90315500000000015 -1.5368499999999996 -1.8326499999999999 -1.4532499999999999 -1.2154499999999999 4.9056000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 6 7 8 -4 -9 -6 -3 13 -13 -15 -16 -11 -5 -19 -17 21 -2 28 -23 25 26 -25 -28 29 -22
right_child=20 11 5 4 10 -7 -8 9 -10 16 -12 12 -14 14 15 19 -18 18 -20 -21 22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00031832668341797289 -0.00051627945287288331 0.00022264679523297253 0.00016529180788882694 -9.4102677477606663e-05 0.00018185998547206716 0.00193744060720608 -0.0022167930746285615 0.00090363676269797951 -0.0034852701893004663 -0.0086723752599209541 0.0017087987077391009 0.0004437430695960387 0.0011023642925535016 -0.0093187217786908152 0.00092303899970526491 -0.0022691664256853984 -0.00099898046493763115 -0.000734259387404643 0.00022659032043113891 -0.010188605526292867 -0.0010965440033627325 0.00067675693891699768 -0.00075434639807336911 -0.0023152328816900868 0.00043167824587726501 0.0014550562440451208 0.0015769170988811831 -0.0008345508378025941 -8.4097612541720544e-05 -0.0080117112999273984
leaf_count=10629 6803 20492 11014 34708 6721 493 259 4078 104 20 563 867 3181 20 96 64 160 5366 1556 22 771 2458 10469 464 2016 278 283 1461 6558 22
internal_value=0 0.00236857 0.00103212 -0.000431872 -0.00190916 0.00643702 0.00541817 0.00625625 0.00262287 0.0157433 0.00599762 0.00645597 0.0161139 -0.00154188 -0.0462514 -0.0308532 -0.0370316 -0.00329261 -0.0103654 -0.0859014 -0.00753047 -0.00351855 -0.010629 0.00313494 -0.00254336 -0.0116072 -0.0167326 -0.00886481 -0.00428025 -0.0257678
internal_count=131996 100413 75671 59543 48914 16128 15635 15376 11118 4258 7284 24742 4250 1069 202 182 180 41630 6922 86 31583 13763 17820 6960 4502 2486 2208 1744 7351 793
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=0
split_feature=119 116 83 101 38 103 1 47 102 76 115 41 81 9 44 16 125 3 2 41 105 43 90 103 108 48 22 78 4 0
split_gain=2.12479 0.546539 0.591936 0.486741 0.47447 0.440397 0.411028 0.394734 0.414767 0.388513 0.389048 0.447356 0.401384 0.409939 0.385642 0.385562 0.601643 0.384246 0.42061 0.405862 0.382752 0.625553 0.38012 0.395531 0.375695 0.422313 0.374575 0.435788 0.408873 0.418616
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.4410999999999998 -0.46337499999999993 -1.30785 2.9947500000000002 2.3868500000000004 1.8022500000000001 4.5062500000000005 0.43781500000000007 1.0000000180025095e-35 -20.340999999999998 53.614500000000007 1.1048500000000001 2.8806500000000006 2.0149000000000004 1.2500000000000002 5.4549000000000012 -1.4026499999999997 -1.2026999999999999 2.1737500000000005 2.2146500000000002 1.6508500000000004 0.95795500000000011 -2.7781499999999997 -1.0693499999999998 -1.1522999999999997 4.923350000000001 6.185550000000001 9.4843500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 24 15 -9 26 12 -12 17 -14 -7 16 -3 20 -19 -20 21 -11 23 -21 25 -1 -2 28 -28 -30
right_child=9 5 -4 -5 -6 14 -8 8 -10 10 11 -13 13 -15 -16 -17 -18 18 19 22 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0011452813578002594 0.0001158774592579182 0.00091444915573176116 0.00026931951849869294 7.6786862973768095e-05 -8.0633635361919664e-05 -0.00069805723675994376 0.00032340978085607878 0.00093389187049209882 -0.00091483578417290209 -0.0004135824123429848 0.002284934793022417 -0.001017024438852194 0.0055017935407314714 -0.0023086395793749642 0.0012606897414818208 0.00076550829230844527 -1.9748203695589206e-05 0.0053906033436457316 0.0023152396848632232 -0.0028188987777109709 -0.001529990475745636 0.0046312839774673778 0.0037022792120895739 0.0017286001376237777 -0.00073809534347466378 -0.0054371943740650665 -0.00032163920763604754 0.0056543614901602276 -0.0025634179575530001 0.00088395780934533521
leaf_count=34 5939 2099 22356 35847 14997 1603 963 4374 326 6897 105 4445 56 24 298 3214 9633 48 180 167 790 62 41 67 4583 86 12231 30 387 114
internal_value=0 0.00225014 0.00103069 -0.000692476 -0.00455807 0.00671355 -0.0123541 0.00811987 0.0161132 -0.00715395 -0.0113798 -0.0188165 -0.00731875 0.0631733 -0.0078201 0.00560623 0.00294783 -0.00800215 0.0187811 0.00938887 -0.00974069 -0.00737272 -0.0147743 -0.0303367 -0.0162082 -0.0714432 -0.004243 -0.00729605 -0.00757971 -0.0355797
internal_count=131996 100413 78866 56510 20663 21547 5666 19646 4700 31583 12882 4550 8332 80 1901 14946 11732 8252 503 455 7749 6959 275 234 4703 120 18701 12762 12732 501
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=0
split_feature=120 124 108 116 44 46 45 57 75 58 0 75 39 37 92 42 55 29 75 102 32 9 63 39 72 20 59 100 70 49
split_gain=1.91762 0.541107 0.722398 0.409485 0.416672 0.566394 0.379836 0.413739 0.451106 0.561882 0.486943 0.521748 0.480045 0.511725 0.465024 0.508739 0.453798 0.54529 0.436976 0.427032 0.388213 0.439314 0.377444 0.375081 0.372368 0.431971 0.365706 0.365181 0.364163 0.388804
threshold=1.0000000180025095e-35 7.5000000000000009 -2.4082499999999993 1.0000000180025095e-35 -1.2750499999999996 -2.1768499999999995 1.8586500000000001 2.0089500000000005 1.2322500000000003 -1.0211499999999998 -2.3780999999999994 0.98206500000000008 -1.0539499999999997 3.0837500000000007 1.9449500000000002 1.4496500000000003 2.4450500000000006 0.79547500000000004 -3.4301499999999998 0.58194500000000005 19.778500000000005 -1.7180499999999996 4.7532500000000004 -0.89432499999999993 -1.8179999999999998 -2.0487499999999996 -3.5062499999999996 0.85545000000000015 -1.4516499999999997 0.95951000000000009
decision_type=2 2 2 2 2 2 2 2 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 24 -4 5 -5 7 8 9 10 11 19 13 26 16 22 -14 -18 -11 23 28 -22 -16 -1 -2 -26 -10 -21 -12 -30
right_child=1 -3 3 4 -6 -7 -8 -9 12 18 20 -13 14 -15 15 -17 17 -19 -20 27 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0034368283589996974 -0.00052298716826767577 -0.00010610165982419072 0.00015228864325670375 -0.0014709985325316666 0.0005340948184556632 0.00045660317271370486 9.9384408377553341e-05 -0.0015373271188334836 -0.0036514956704168408 -0.0015417622076595292 0.00026156329290661691 -0.0089810299348424792 0.00024280755036808503 0.0010774063528889725 -0.004760470625103241 0.00076600740010216209 -2.2740272119931591e-05 0.0031802779363417385 -0.00058756581847364277 -0.0066274759911552628 0.0026578281459314597 -0.002025573043566611 0.0018654220250587409 0.00022246747884917077 -0.0053415840367476153 0.00075663397860812904 -0.00088598243370331057 -0.0018194508909875036 -0.0001378301202286724 -0.001241885344923503
leaf_count=84 5105 22993 56182 640 13614 942 4259 788 135 1341 3414 22 3047 311 124 119 232 311 11398 54 244 63 26 421 30 907 1044 147 2899 1100
internal_value=0 0.00213763 0.00340271 0.00429144 0.00889688 -0.00646421 -0.00679625 -0.00816541 -0.00749485 -0.00956653 -0.00324273 -0.0279659 0.000710931 -0.0145348 0.00659747 -0.033505 0.00960237 0.0362354 -0.0137602 -0.0232402 -0.000911314 0.0339348 -0.0722397 -0.00772415 -0.00709643 0.0112277 -0.0240529 -0.0622232 -0.00235442 -0.00883042
internal_count=131996 100413 77420 71378 15196 1582 31583 27324 26536 21187 8448 728 5349 1490 3859 269 3590 543 12739 706 7720 307 150 505 6042 937 1179 201 7413 3999
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=0
split_feature=119 44 39 90 1 16 42 92 71 73 25 55 22 32 53 116 7 19 31 49 13 37 100 17 16 26 28 55 81 60
split_gain=1.73065 0.493535 0.604863 0.498547 0.543503 0.585323 0.494218 0.478428 0.4522 0.473885 0.438488 0.451598 0.42506 0.414224 0.40882 0.373767 0.408128 0.46196 0.461732 0.452443 0.424567 0.547499 0.404215 0.467474 0.382191 0.440621 0.497497 0.442541 0.404222 0.435471
threshold=1.0000000180025095e-35 0.42488500000000007 3.0989500000000008 0.18431000000000003 -1.4062499999999998 1.0027000000000001 -2.0606499999999994 3.0388500000000005 1.9291000000000003 -10.400999999999998 -2.3472499999999994 4.5172500000000015 -3.8744499999999995 13.068500000000002 0.065190500000000012 1.0000000180025095e-35 3.9169500000000004 0.93056000000000016 -0.83123499999999984 -1.0021499999999997 4.932900000000001 -0.10943999999999998 -1.5384499999999999 -1.1583499999999998 -0.80555999999999994 1.7677500000000002 -1.6094499999999996 -2.9827499999999998 6.0591500000000007 -1.52945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -3 9 13 11 -8 -12 -1 -4 16 19 18 -18 -2 -21 -22 -23 -24 -17 26 -26 -27 -28 -30
right_child=15 6 14 -5 -6 -7 10 -9 -10 -11 12 -13 -14 -15 -16 24 17 -19 -20 20 21 22 23 -25 25 27 28 -29 29 -31
leaf_value=-0.0005742618461752082 -0.00019156371204633233 0.00081572238323140967 -0.00077363379559041681 -0.00011172470108549412 8.91620815937502e-05 0.0016247645687299216 -0.00070912647424622088 -0.00010544029657064995 -0.00043318558251855389 0.0008973393177016582 0.0017069257567626343 -0.0073867319653240539 0.00016123846786719655 -0.0079598464351147407 0.00030993198520954789 0.00046790208374310524 -0.00059437974567088064 -0.0012635362447136896 0.00091684157764065184 -0.00060312958189839112 -0.0037936156957465127 0.0035447239536248766 -0.0065815628411272841 -0.00067150593316910089 0.0043948409908737707 0.0075320055242627864 -0.00069189107136886354 0.00080805197402906536 -0.0046629445534199475 0.0016388583842224923
leaf_count=374 8091 5870 3768 24222 24093 1176 967 1855 1258 2942 451 26 32259 20 1132 2685 738 479 1604 13065 243 48 38 280 52 26 3470 416 30 318
internal_value=0 0.00203075 0.000172774 0.00113664 0.00387098 0.0125885 0.00467613 0.0118905 0.00749262 0.0135851 0.00302254 -0.0176794 0.003651 -0.0189833 -0.0104662 -0.00645644 -0.00829165 0.00302537 0.00881265 -0.00975847 -0.0132656 -0.0390746 -0.0146434 -0.0275548 -7.89709e-06 -0.00583989 -0.00925613 0.0240716 -0.0105793 0.021912
internal_count=131996 100413 58985 54085 29863 5770 41428 7725 4594 3336 33703 993 32710 394 4900 31583 24586 2821 2342 21765 13674 609 366 318 6997 4312 3870 442 3818 348
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=0
split_feature=119 124 108 16 35 30 84 47 59 101 14 63 21 2 83 28 47 42 92 63 88 0 29 62 88 16 14 100 69 91
split_gain=1.56192 0.484545 0.627718 0.406463 0.364702 0.427738 0.391421 0.363154 0.53359 0.400214 0.389914 0.376075 0.357616 0.346168 0.3772 0.34182 0.341742 0.497728 0.536778 0.488329 0.483088 0.421823 0.420064 0.419365 0.415174 0.586066 0.488422 0.401476 0.440952 0.392863
threshold=1.0000000180025095e-35 7.5000000000000009 -2.4082499999999993 3.1431000000000004 0.93053500000000011 -3.4448499999999993 6.4697000000000005 -1.1414499999999996 2.0254500000000006 -1.5293499999999998 -0.3417949999999999 -1.6385499999999997 78.836000000000013 16.610000000000003 -0.47825999999999996 -1.1705499999999998 1.8022500000000001 2.0259500000000004 26.726000000000003 1.1089500000000003 0.40876000000000007 4.6928500000000009 1.4290500000000004 -2.6823499999999996 -1.1963499999999996 -2.5030499999999996 -32.975999999999992 4.1401000000000012 26.094500000000004 1.4135500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 13 -6 7 -7 9 -9 -10 -11 -3 -2 -15 -14 22 18 19 -18 21 -19 29 -21 25 27 -26 28 -24 -4
right_child=4 12 3 -5 5 6 -8 8 10 11 -12 -13 15 14 -16 -17 17 20 -20 23 -22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0003330302683378205 -0.00026408481501156625 -8.8217413037575373e-05 7.3995351639689872e-05 0.00060777885376711257 0.0041099266593598504 0.00044332817993939227 -0.0049602538196108588 0.00036184756229832763 -0.0018226754466587937 -0.0049915411996827915 -0.0073794426100987579 -0.001041393423511521 -0.0068034576784287183 0.0010063145151361823 0.0081422825995832691 -0.0012456195400745579 0.0012322421480438044 -0.0010940134846524477 -0.0029787672412955862 0.0029019518719784394 -0.0058890027413144716 0.0054768824878220377 -0.00060361152259852499 0.00030446035619783479 0.0038485091827830976 0.00026541180242989582 0.00063182200492647392 -0.0047216771206317039 -0.0079921175370968513 -0.00044302317550071305
leaf_count=6042 27823 22826 33961 5572 44 513 57 544 76 62 54 2140 35 250 20 132 1667 403 117 157 50 26 526 15156 121 4628 4775 78 21 4120
internal_value=0 0.00192921 0.00312635 0.00395479 -0.00613362 -0.0157748 -0.0170257 -0.0156435 -0.0200155 -0.0170518 -0.0826174 -0.0230523 -0.00210168 -0.0049359 0.0306981 -0.0482087 0.00326041 0.00703539 0.00792612 0.00839123 -0.0247574 -0.0139155 0.00188473 0.00662183 0.00760138 0.00142662 0.0142264 -0.027316 -0.0177453 0.000361178
internal_count=131996 100413 77420 71378 31583 3490 3446 3389 2876 2746 130 2202 22993 28093 270 167 65806 17576 17097 16980 479 429 48230 15313 10149 5253 4896 625 547 38081
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=0
split_feature=119 116 83 15 32 100 101 6 13 35 38 100 16 99 14 15 84 15 103 72 10 98 30 6 38 37 20 22 50 2
split_gain=1.40963 0.462314 0.512981 0.47247 0.650027 0.535053 0.421666 0.413759 0.428746 0.567922 0.401327 0.41325 0.474128 0.386126 0.492925 0.38964 0.385822 0.394454 0.377537 0.369361 0.519562 0.478226 0.447387 0.47387 0.452275 0.482127 0.366299 0.364909 0.36635 0.365139
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.4410999999999998 2.6129500000000001 -0.13678999999999997 -1.9046999999999998 -0.46337499999999993 0.23205000000000001 0.16351000000000002 0.048589500000000008 -1.30785 0.35285000000000005 -4.2132499999999995 7.4736500000000001 -32.975999999999992 1664.5000000000002 2.2429000000000001 7.7672500000000015 2.9947500000000002 -1.12205 1.9652500000000004 -1.5931499999999998 0.78316000000000019 1.2509500000000002 -2.2623499999999996 -1.42065 -0.5679749999999999 -1.1743499999999998 5.6560000000000015 -0.90574999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 19 7 10 -6 -9 -10 11 12 -1 15 -15 16 -5 -18 -3 20 -4 -22 24 -24 -23 -26 -13 29 -29 -7
right_child=-2 18 3 13 5 27 -8 8 9 -11 -12 26 -14 14 -16 -17 17 -19 -20 -21 21 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0072881233170628548 -0.00029134687618862063 0.00036199762723750317 0.00027204960504518448 0.0013049434031338662 -0.0040035906579986118 0.00011867983540765873 5.9049017897384851e-05 0.0011959147001974859 -0.00036989304284423087 -0.0086423400614876311 -8.909921374612282e-05 -0.0029556650530998107 -0.00038495367821923213 0.0049027546531786878 -0.0013643025435974496 -0.0034128578815688475 0.00076787410791785953 -0.0066678682417278326 -0.00037593207577305178 0.00058961031476613152 0.0050472254864871507 0.0012107652159673828 -0.0076417531835723598 0.00082665078419571136 -0.0062024591283665765 -0.0012060669234447313 -0.00068998475605621941 0.00012099366201926288 0.0023808234868935808 -0.00090547702653085555
leaf_count=25 31583 19646 3532 2203 157 1508 35847 130 59 32 14997 322 4919 35 303 47 42 31 1901 7728 30 175 53 24 54 456 400 3510 189 2058
internal_value=0 0.00183275 0.000711194 0.00476601 0.00307622 -0.00413794 -0.000892939 -0.0408187 -0.012933 -0.0655777 -0.00449086 -0.0116608 -0.00839721 0.0172728 -0.0143069 0.0218677 0.0237288 -0.0477954 0.00593786 0.0076512 0.000250265 -0.0228983 -0.027774 -0.100045 -0.0196501 -0.0347019 -0.0340088 -0.00222943 0.00472919 -0.00944757
internal_count=131996 100413 78866 22356 19695 7643 56510 378 221 91 20663 5666 4944 2661 338 2323 2276 73 21547 12052 4324 792 762 77 685 510 722 7265 3699 3566
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=0
split_feature=119 13 14 31 9 10 67 80 100 48 53 9 15 82 23 55 21 10 12 44 85 71 94 14 73 102 102 4 57 77
split_gain=1.27219 0.452914 0.437336 0.580002 0.478587 0.586315 0.50671 0.474325 0.459407 0.499999 0.446231 0.434025 0.46911 0.439611 0.425057 0.465821 0.528269 0.492578 0.479909 0.475462 0.456325 0.438867 0.407625 0.402291 0.538864 0.402187 0.389015 0.388702 0.470029 0.399841
threshold=1.0000000180025095e-35 1.6019500000000002 1.1492500000000001 -0.73500499999999991 2.4637000000000007 1.7942500000000001 -0.73106499999999996 80.928500000000014 -1.3770499999999999 -1.1179499999999998 1.1564500000000002 1.8254000000000001 -1.73125 -0.88568499999999994 0.28922000000000009 -1.2757499999999997 41.937500000000007 0.9725450000000001 -1.3925499999999997 -1.4590499999999997 -0.034737499999999991 -0.38391499999999995 -4.082749999999999 40.848000000000006 0.8523400000000001 -3.2933499999999998 0.40757500000000008 3.0901500000000004 1.0957000000000001 -1.0319999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -4 9 25 -8 12 -3 27 15 17 19 -5 -19 20 -17 -18 -6 -15 -25 -1 -9 29 -29 -13
right_child=-2 11 7 14 22 -7 10 26 -10 -11 -12 13 -14 23 -16 16 21 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0035189563194747832 -0.00027677953179699923 -0.0016479175903586264 0.00021434184910643496 -0.00012667054943387473 -0.002176202406210579 -0.00049062227574669546 0.001207056696265607 -0.00083276767534418746 0.0002025720198453318 -0.00098910232982293909 -0.00075488601541281617 -0.0066914936341345311 0.00037990714608918824 0.00046842243014762712 -0.00045805811807094816 -0.00037449558449724875 -0.00098987140916977773 -0.0059376415705271798 -0.0010068473153584346 0.00027650736050789128 -0.0037510118413500598 -0.0067780430785360493 0.0010064868339747632 0.0018055141213591452 -0.0074845126150427646 0.00067426993270125446 -0.0077734823536240701 -0.0030259920165259789 0.0026864377787796322 -0.00087053459950091729
leaf_count=61 31583 289 23773 4117 106 4066 1812 52 12837 1836 345 30 21708 1808 10951 364 108 51 1523 9429 138 47 1976 27 37 914 33 47 154 1774
internal_value=0 0.00174111 0.000489839 -0.00117208 0.00240143 0.0010223 0.00349655 0.00402022 0.00151591 -0.0100631 0.0178651 0.00534585 0.00706531 -0.00440987 -0.00437458 -0.00105216 0.00302946 -0.00828589 -0.0233323 0.00393361 -0.026054 -0.0548999 0.016889 0.00661036 -0.0713057 0.00823849 -0.070548 -0.0146991 0.0270139 -0.0193467
internal_count=131996 100413 74539 50681 23953 21871 17805 23858 15648 2811 2157 25874 21997 3877 26728 15777 10086 5691 1574 9931 502 155 2082 1872 64 975 85 2005 201 1804
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=0
split_feature=119 125 83 54 16 106 57 18 75 70 85 65 40 5 26 33 10 110 68 51 110 74 34 33 15 31 85 60 36 68
split_gain=1.14815 0.442931 0.460996 0.531924 0.472169 0.485078 0.442693 0.474178 0.407364 0.413823 0.403132 0.411884 0.38952 0.387839 0.379863 0.398151 0.520155 0.388817 0.379546 0.482634 0.376156 0.385575 0.373338 0.363807 0.380785 0.400508 0.389893 0.363692 0.381614 0.376413
threshold=1.0000000180025095e-35 1.2500000000000002 -1.1643499999999998 2.9095500000000007 1.9415000000000002 -0.50792999999999988 1.7357500000000001 11.2765 -0.41210999999999992 -0.17161499999999999 20.571500000000004 24.816000000000006 -0.19811499999999996 -6.682599999999999 1.2302500000000001 0.21126500000000004 1.7110500000000004 -0.35926999999999992 -0.047237999999999995 -0.6602699999999998 -0.25362999999999997 24.304000000000006 4.4103000000000003 3.7988500000000003 18.950500000000002 1.2882500000000003 -1.1743499999999998 -1.4095499999999996 1.2164000000000001 3.7304000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 7 -1 18 23 11 20 27 -4 17 -16 22 -14 -7 -20 21 -5 -17 24 25 -10 -26 28 -11 -29
right_child=-2 2 13 10 5 8 -8 -9 9 12 -12 -13 14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.0001493258169272953 -0.00026294055240852536 -0.00016887651517256144 0.0032160427062473164 -0.00013443126756207825 0.00059569652181816707 0.00049501616658285421 0.00094789938840585206 0.0014271727657991645 -0.00037455233581044385 6.7350168683333331e-05 -0.00074709771441355832 0.0020726382564653155 0.0028022458680602336 0.0002254136316844691 0.0014897458694087199 0.0031190451429612548 -0.0037498677980678146 0.00078167968470412887 -0.002209468672024944 -4.0885389463049204e-06 0.00067074247928742669 0.0046349881395567642 -0.0015334038603195578 -0.0026773245637475448 0.0032421556580811738 0.0016089844418398763 -0.0044680981400453462 -0.00014186659691021046 -0.0039011969725074973 0.0016159731789276424
leaf_count=14962 31583 42253 109 2919 4522 396 2344 763 1647 128 775 372 421 20002 247 77 121 548 619 414 4196 43 98 164 20 301 91 1353 115 393
internal_value=0 0.00165406 0.00067022 -0.000674832 -0.00182213 0.00380701 0.00613761 0.00422658 -0.00131804 0.00245258 0.00677509 0.00901024 0.00922792 0.00483245 0.0213258 0.000151975 -0.0245839 0.033191 -0.0164217 -0.0265122 0.00732421 -0.00130385 0.0102735 -0.00821789 -0.00460745 -0.00136123 -0.0615773 3.13235e-05 -0.0362154 0.00507597
internal_count=131996 100413 82344 62233 53928 11675 18069 15725 7153 5724 8305 7530 3501 20111 1512 543 296 969 1429 1033 7158 2962 175 2223 2059 1948 111 1989 243 1746
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=0
split_feature=119 124 108 11 47 110 93 83 16 83 46 77 90 31 67 49 78 11 106 57 15 84 109 45 51 77 3 19 22 15
split_gain=1.03621 0.429458 0.517805 0.409075 0.445176 0.521 0.592332 0.619726 0.530638 0.475848 0.481284 0.416961 0.401426 0.395099 0.401265 0.391304 0.397393 0.390215 0.378371 0.429022 0.489073 0.426354 0.418819 0.452271 0.410032 0.393524 0.392582 0.383305 0.481907 0.367237
threshold=1.0000000180025095e-35 7.5000000000000009 -2.2830499999999998 6.1569000000000011 1.7173500000000004 -1.8836499999999996 -1.75315 1.5276500000000002 -0.5889899999999999 -0.68756499999999987 -0.12517999999999999 -1.6413499999999999 2.7501500000000005 -0.73500499999999991 -0.9803599999999999 -2.1764499999999996 2.7730500000000005 9.3215500000000002 1.16625 0.020562000000000004 -0.21049499999999996 -2.0018499999999997 -3.7420999999999993 -10.500499999999997 3.0283000000000002 -1.2281999999999997 -2.6029499999999994 14.838000000000003 -1.0600499999999997 4.7017500000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 13 6 -6 8 9 10 11 -8 -7 14 15 16 -4 -1 19 20 22 -20 -15 25 27 -24 -21 -23 -29 -5
right_child=-2 -3 3 29 5 12 7 -9 -10 -11 -12 -13 -14 18 -16 -17 -18 -19 21 26 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00024610256060819934 -0.0002497935278036485 -0.00011117450450371858 0.00057472752643767018 0.0006980811093765597 0.00016338708128329298 0.00048080269008723086 -0.01259697824716568 0.0033899515668754697 -0.00067417327107654676 -0.0087493597706024724 -0.0016050524161777128 -0.0036363379601892587 -0.0058603369593620306 0.00013654274169719847 0.00064631701936059742 4.2311508085931355e-05 0.0030440143439718474 -0.0043301024411063075 0.0028596478893042924 -0.00185478647868149 0.00018401043038015043 -0.00070563003230165317 -0.008706907415762544 -0.00069162348052152734 0.00077463390037324086 -0.0012881238347826861 0.00039548835238415402 0.0013090913972029321 -0.0070279204895576618 -0.00050282497661672686
leaf_count=6750 31583 22993 1314 5555 2198 14872 20 61 405 37 212 37 25 1882 4072 19148 186 59 91 200 4937 3556 33 4182 479 39 6273 26 52 719
internal_value=0 0.00157136 0.00269839 0.00350148 0.00274984 0.00699209 -0.00510175 -0.0289309 -0.0372299 -0.0686589 -0.0540338 -0.135608 0.00940322 0.00111876 0.00385385 0.00206466 0.0176184 -0.00562981 -0.00198981 5.17952e-05 -0.00372889 -0.0105107 -0.00969022 -0.0151854 -0.0120087 -0.093768 0.00651921 -0.0156337 -0.0849783 0.0112091
internal_count=131996 100413 77420 70611 64337 17867 2970 772 711 306 269 57 14897 46470 24720 20648 1500 6809 21750 17546 11073 4204 6136 4254 4113 72 6473 3634 78 6274
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=119 116 83 15 32 100 108 20 86 39 125 101 22 38 97 64 82 102 100 108 28 97 97 110 110 87 25 28 30 66
split_gain=0.935177 0.421902 0.423071 0.413052 0.543418 0.491903 0.399144 0.373236 0.466496 0.414306 0.366946 0.451852 0.363465 0.362116 0.367475 0.454829 0.439413 0.459318 0.448764 0.435694 0.437917 0.412897 0.410676 0.430284 0.560116 0.400395 0.383008 0.361922 0.359935 0.355335
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.4410999999999998 2.6129500000000001 -0.13678999999999997 -1.7069499999999997 8.8800500000000024 1.9990500000000002 0.56790000000000018 -1.7936499999999997 1.2500000000000002 -0.46337499999999993 -1.1743499999999998 -1.30785 -1.4700499999999999 54.513000000000012 -0.53740499999999991 -1.7439499999999997 -0.52921499999999988 -2.4546499999999996 -1.17865 -1.4301499999999996 -0.13940999999999995 -0.44123999999999991 0.50654500000000013 -2.0462499999999992 0.8898100000000001 -1.4701499999999996 1.83525 5.6278500000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 6 -6 9 -9 -5 -1 13 -7 28 15 -15 17 19 -18 -16 -21 -19 25 26 -25 -20 29 -14 -12 -24
right_child=-2 -3 3 7 5 12 -8 8 -10 -11 11 -13 27 14 16 -17 18 21 22 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00022275674614601521 -0.00023730384874691573 0.0002707190042812153 0.00033534008086420005 0.0021785262141028557 -0.0011318033256523207 -0.00043915177803500809 -0.00651844520535734 -0.00032854389225306748 -0.0073714101204165709 0.0006153164026715687 -0.00065385265289931687 7.0805662119049666e-06 -0.0032689885129886017 9.515004208547979e-05 -0.00905027172487715 0.003106734643838289 0.00021159988042079365 -0.0040250227293547464 0.0029133959733430421 0.0018847007852708622 -0.0026985212934092372 -0.00049201594847152273 0.0012228126967085058 -0.0051336680680419073 0.00030619206609425404 -0.0030640415756889583 0.0047358605808888871 0.00036276980339486743 -0.0057434698194265372 -0.004319670923157699
leaf_count=10015 31583 21547 12052 545 769 3339 36 182 27 1907 4625 29559 70 4457 23 129 3378 85 31 62 327 3053 147 79 118 291 60 3429 35 36
internal_value=0 0.00149279 0.000421369 0.00410374 0.00252377 -0.00407233 -0.0274539 0.0157977 -0.0247678 0.0192553 -0.00103542 -0.00221808 -0.00131974 -0.00633654 -0.0034876 0.00359726 -0.00771272 -0.0158759 -0.000712892 -0.047268 -0.0393607 -0.0117543 -0.0226339 -0.00277419 -0.0375055 -0.0497715 0.0253825 0.00580228 -0.0138416 0.00264976
internal_count=131996 100413 78866 22356 19695 7643 805 2661 209 2452 56510 46495 6838 16936 12276 4586 7690 3550 4140 412 389 3138 762 440 197 322 243 3499 4660 183
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=0
split_feature=119 46 90 11 20 58 12 59 36 30 33 110 48 53 39 95 2 85 53 36 9 28 32 18 79 25 43 64 47 45
split_gain=0.843997 0.400187 0.450238 0.42875 0.489471 0.407424 0.394617 0.3864 0.503444 0.386713 0.462038 0.449333 0.522759 0.586625 0.378846 0.444583 0.353152 0.529362 0.410166 0.524288 0.471168 0.433991 0.4244 0.404834 0.403166 0.377919 0.413477 0.356187 0.351202 0.570541
threshold=1.0000000180025095e-35 1.92825 -1.0835999999999999 -1.67275 -0.60166499999999989 0.77158500000000008 1.9756000000000002 -1.1418499999999996 9.5885500000000032 1.1618000000000002 -1.5678499999999997 0.82868000000000008 0.62662000000000007 1.7654000000000003 3.0989500000000008 9.086050000000002 -0.70709499999999992 -1.96695 -1.9186499999999997 9.0094500000000011 -2.5620999999999996 1.8123500000000001 1.9883500000000003 34.678000000000004 1.09935 -6.7418499999999986 -1.1933999999999998 -1.1286499999999997 28.081000000000003 1.5227000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 -7 8 9 -5 -11 12 13 -12 16 28 17 24 19 22 -20 27 -18 -19 -4 26 -22 -21 -16 -30
right_child=-2 3 14 7 -6 6 -8 -9 -10 10 11 -13 -14 -15 15 -17 18 23 20 21 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00013957906602505597 -0.0002254386572175548 -0.0073748226182009935 -0.00047560755829867532 0.0014492070922527678 -0.00024742266488453698 0.0011977170270023492 -0.0049136317507536328 0.000187821123199673 -0.0026579752727185642 -0.0013147957787314826 -0.00046400470712866927 0.0019461252283074449 0.00053612250520729558 -0.008350658097077867 -0.00040758860312097147 -0.0060625838529732501 0.0003238791016428344 0.00027586606343329051 0.00053595282427720673 -0.00049329397295588167 -0.002685620666006834 0.0018460113057417089 0.0019379113947050036 -0.0018149982178781894 -0.0044756328830352198 -0.00023270997795590698 0.0038187673660340137 -0.0052567646367946176 -0.0053551156792931171 0.0039172443162117689
leaf_count=26374 31583 39 2041 1567 63 1218 27 18298 103 333 65 496 624 37 3956 36 1706 15577 2045 69 257 58 535 235 65 24371 27 91 79 21
internal_value=0 0.00141815 0.000372263 0.00522871 -0.0594521 0.00362606 0.0213036 0.00553524 0.0156279 0.0178973 0.00672485 0.0157231 -0.000126562 -0.066497 -0.00138401 -0.0106132 -0.000581793 0.00291217 -0.00272881 0.00962982 -0.003867 -0.0371866 0.014184 0.00489583 -0.0119813 -0.00507684 -0.0413449 -0.0640504 -0.00963123 -0.0681584
internal_count=131996 100413 78788 21625 102 27619 1245 21523 3225 3122 1555 1222 726 102 51169 4092 47077 17918 29159 2459 26700 218 2241 15812 2106 24655 284 160 4056 100
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=0
split_feature=120 34 9 38 11 16 71 51 67 3 42 16 44 85 15 106 7 28 11 88 64 1 73 63 108 8 45 69 64 9
split_gain=0.761707 0.386009 0.587071 0.467782 0.462949 0.440292 0.396134 0.348808 0.420509 0.38857 0.364253 0.423012 0.445184 0.415274 0.400887 0.393145 0.379164 0.569704 0.374565 0.449752 0.537694 0.363041 0.347911 0.346465 0.340698 0.378654 0.374448 0.340104 0.449485 0.382098
threshold=1.0000000180025095e-35 -1.8021499999999999 -2.1007999999999996 1.4942500000000003 6.1569000000000011 2.0149000000000004 1.8533500000000001 2.7100500000000003 1.2103500000000003 -1.4098499999999998 1.3786500000000002 1.7109000000000003 6.7039500000000007 53.669000000000004 0.20352500000000004 -1.1734499999999997 -0.26635999999999999 0.48281500000000005 -1.8896499999999998 0.18693000000000001 -0.49423999999999996 10.757500000000002 1.83755 278.21000000000009 -2.4546499999999996 1.7807500000000001 1.6079500000000004 -1.9155999999999997 -1.6306499999999999 1.0009500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 22 5 -4 -3 10 24 -10 11 13 18 -1 -14 -12 17 -15 19 20 -13 23 27 -20 25 26 -9 28 -2 -30
right_child=1 2 4 -5 -6 -7 -8 8 9 -11 15 12 14 16 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00018224667673668549 0.0019742166873175596 0.00057734259930426865 -6.0270797803578969e-05 8.9714989013066826e-05 0.00048984372286291146 0.00030565122799519726 -5.4472286671292725e-05 0.0028740008394430644 -0.005844641903783681 -0.0015090678893118546 0.001600051806875123 -0.0022848704436365616 -0.0057122101118025114 -0.0039812698013003116 -0.00020793693441770633 5.5079270426060911e-05 0.0039170831690362399 0.0034562188926009606 -0.0005309036948355476 -0.006081958855169693 0.0015739253937352858 0.0062917702645063399 0.00041854931447493881 0.00362305447274326 -0.00062752392119302426 0.0079703172584148965 -0.0033860374138587053 -0.00022524310233919362 -0.00069697451701087253 -0.0021474260471146043
leaf_count=16650 138 10360 40940 16952 5657 10286 3262 71 67 226 438 374 83 51 55 6875 119 52 3187 56 119 20 1457 51 3031 22 36 8095 2721 545
internal_value=0 0.00134724 0.00262423 -0.00166313 0.00121213 0.000264101 0.00852089 -0.00428333 -0.0137687 -0.0500096 -0.00311899 -0.00525182 -0.0145742 -0.00307207 -0.0703696 0.00295226 0.0398929 -0.00452842 -0.0125517 -0.0367153 -0.0270687 -0.00847992 -0.00618692 -0.00930954 -0.0104084 0.0399231 0.0153564 -0.00803151 -0.0164182 -0.0187803
internal_count=131996 100413 70505 29908 56883 51226 13622 31583 3453 293 28130 20817 3945 16872 138 7313 222 103 3807 549 493 3258 12956 3238 3160 129 107 11499 3404 3266
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=0
split_feature=119 123 72 5 22 69 94 101 9 61 48 12 16 68 17 71 34 110 82 2 50 86 69 44 93 60 72 111 28 2
split_gain=0.687441 0.382354 0.372456 0.502037 0.469792 0.547588 0.476444 0.44462 0.399099 0.45344 0.712098 0.493757 0.490538 0.43148 0.484464 0.549168 0.480573 0.393267 0.417621 0.378661 0.377324 0.574919 0.367851 0.35854 0.357975 0.503024 0.408325 0.356704 0.355029 0.351628
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.5459499999999997 -2.2761499999999995 -2.0593499999999998 2.3310000000000008 -5.5410499999999994 -0.26414499999999991 -1.5118999999999998 -0.26820499999999997 -1.1124499999999997 0.60832500000000012 4.5305500000000007 -1.77735 0.58672000000000002 2.1297500000000005 61.180000000000007 5.4471000000000016 -0.89275499999999985 1.5575500000000002 -0.17499999999999996 -4.562549999999999 4.4827500000000011 3.8067500000000005 0.4503350000000001 -1.53975 2.9048500000000002 -0.79732999999999998 -0.16532499999999997 0.65178500000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 28 19 13 10 24 20 -12 14 -5 -16 -15 23 -19 -1 27 -22 -23 -8 25 -10 -27 -11 -6 -17
right_child=-2 -3 3 8 6 -7 17 -9 9 11 12 -13 -14 16 15 29 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00041252799731134808 -0.00020345838842573711 0.00025065736105273762 0.0015239787761388646 -3.8093059882209627e-05 -0.00056099649992282115 -0.0036060017447366761 0.00021702126876650026 4.4659176106983265e-05 0.0049757159262133598 0.0044356372979070463 -0.00054954174655131476 -0.00010961674984742755 -0.0052108733440961764 0.00061131815579953432 -0.0099287122432142501 -0.0038534521450136988 -0.0055346977023873478 -0.0094980145804584026 -0.00078416898084635088 0.00013142249995641198 -0.0071513872593641286 9.6204844438828245e-05 0.0036603400483727457 0.0014412330213687714 -0.0007820802328527952 0.0015119649547906148 -0.0018901970404428693 0.00081723053279630713 -0.0065346698818165199 0.0013241902863571668
leaf_count=13161 31583 21547 1418 597 59 54 3230 26676 88 70 5752 10352 57 5253 25 86 32 20 44 4227 27 3336 74 734 244 525 106 2523 43 53
internal_value=0 0.00127988 0.000259912 0.00270521 0.0113765 0.0267157 0.0059094 -0.0016714 0.00104163 -0.000847539 -0.00773044 0.00199772 -0.0119056 0.00827645 -0.0139862 -0.0621259 0.0114821 0.00761857 -0.0701449 -0.00560589 0.00919099 0.00232015 0.00347099 0.00887409 0.017455 0.0286866 0.0188089 0.0182982 -0.0615862 -0.0375849
internal_count=131996 100413 78866 34802 5602 1472 4130 44064 29200 23154 6772 16382 5809 6046 761 164 5285 4028 64 17388 6030 3437 3410 3964 963 719 631 2593 102 139
shrinkage=0.05


Tree=56
num_leaves=31
num_cat=0
split_feature=123 119 47 125 87 40 68 7 40 94 51 19 100 4 48 35 3 85 111 125 100 19 11 29 29 87 34 38 34 7
split_gain=0.624999 0.641091 0.413429 0.434112 0.37845 0.618757 0.549747 0.447367 0.396039 0.430285 0.397835 0.439896 0.396393 0.394176 0.370405 0.555131 0.369857 0.472842 0.364365 0.362477 0.361679 0.416445 0.360515 0.360328 0.480081 0.357627 0.506247 0.355825 0.365646 0.675727
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8022500000000001 1.2500000000000002 -0.1002 -1.4082499999999998 -2.2686499999999996 0.44489000000000006 -1.3452499999999998 -2.5390999999999999 -1.43875 43.935500000000012 3.3468000000000004 1.1026500000000004 -0.94104499999999991 -1.0648499999999996 11.397500000000003 -1.1867499999999997 8.429800000000002 2.2500000000000004 -1.08185 -0.53442499999999982 5.1809500000000011 -0.76330999999999982 -4.8655499999999989 2.9846000000000008 10.625000000000002 -2.9541499999999998 -1.7221999999999997 -0.6460349999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 6 23 -3 -8 9 -7 12 16 25 -13 15 -11 -12 -18 -16 -4 21 -9 -5 24 -6 -10 -27 28 29 -2
right_child=2 4 19 22 5 8 7 20 10 14 11 13 -14 -15 18 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.2345833165570923e-05 -0.0046784041348196899 0.0053593040257692336 0.00083464487325719523 -7.6623228032694603e-05 0.00067995259268588621 0.0032595687980453178 -0.00078604100433310128 0.0014987807867325247 -0.0012689257943772523 0.0038194471373198891 -3.2715596247959366e-05 -0.0062131082379909344 0.0014076109548669163 0.001403371355496347 -0.0056257510302877506 -0.0053151854699284868 0.0084632646753091435 -0.0010244439438489886 0.0011048299493268132 7.0650147407460935e-05 -0.00035803391961032702 -0.00076898287232012778 0.00065754227058390218 0.00065051051677405506 -0.00086677119720818523 -0.00020144448529360476 0.0063754510928711473 0.00044474741941229949 0.0034709879951551562 0.0036039975928669832
leaf_count=78866 46 40 4197 16171 884 30 6441 610 2010 39 4840 53 190 25 124 29 29 24 24 2464 3950 303 1865 3229 1160 521 31 3548 200 53
internal_value=0 -0.001143 0.00414258 0.00204287 -0.00560153 -0.00197019 -0.00984044 -0.0102545 -0.00753065 -0.0470303 -0.00627247 -0.000932231 -0.0159187 -0.0754386 -0.0626166 -0.0015241 0.000255486 0.0833389 -0.0906861 0.0110406 -0.00301452 0.0149234 -1.41471e-05 0.00643323 -0.00395672 -0.019187 0.0033582 0.0116869 0.0448162 -0.00488782
internal_count=131996 103452 28544 21883 24586 13242 11344 11304 7969 246 7723 4971 2752 78 216 68 4893 53 148 6661 4863 913 18036 5273 2044 2562 552 3847 299 99
shrinkage=0.05


Tree=57
num_leaves=31
num_cat=0
split_feature=119 16 1 89 11 14 27 110 46 52 111 100 1 29 29 87 123 29 1 63 16 59 4 19 10 76 28 33 46 29
split_gain=0.564663 0.358494 0.54718 0.53788 0.507277 0.47401 0.578568 0.636328 0.645115 0.462099 0.450905 0.432134 0.454513 0.542785 0.427539 0.406879 0.401437 0.399798 0.37718 0.473085 0.432719 0.480785 0.426971 0.400544 0.594851 0.565144 0.466123 0.445781 0.421136 0.416957
threshold=1.0000000180025095e-35 1.9415000000000002 -0.9755649999999999 -2.7672999999999992 6.1569000000000011 0.92560000000000009 1.1483500000000004 -0.40166499999999994 4.110100000000001 -0.96522499999999989 -2.4277499999999996 8.2353500000000022 -0.39078499999999994 2.9267000000000007 1.66795 5.4430000000000005 0.75000000000000011 -3.6449499999999992 -0.42852499999999999 1.6929000000000003 1.4976500000000001 1.9714500000000001 0.864985 -1.0257999999999998 -0.7707949999999999 2.6501500000000004 -1.2763499999999997 2.4731000000000005 -2.1768499999999995 1.4290500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 14 7 9 10 16 -9 12 13 -5 18 -16 -7 -10 19 23 -20 -22 -23 26 29 -26 27 28 -1 -25
right_child=-2 2 3 11 -6 6 -8 8 17 -11 -12 -13 -14 -15 15 -17 -18 -19 20 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0028775680674892716 -0.00018439645077119918 0.0007928244068012404 0.00076691594030012852 -0.00083172723061348457 0.00045276214835564683 -0.00092682421167704322 -0.00040093159568566896 -0.0030214568020357768 -0.0013511943575973751 0.00015330530003793488 0.00038206150010639662 0.001705349762676877 8.0442943073459033e-05 0.0038042807026963249 0.00027439124535231368 -0.0048472081406567349 0.00067211891355251248 0.002223671960839954 -0.0002470579374870464 0.0013391012356203302 -0.00085619357257109849 -0.0089686159603297715 -0.00068487957386033881 0.0014278030618836005 0.00027449767513476223 -0.0010560256892061803 -0.00011015345968770805 0.00084251029621186524 -0.00086989945701955592 -0.0047486971531595507
leaf_count=351 31583 3746 2688 2202 6019 2239 4141 98 88 5394 13872 358 10720 65 6837 39 476 703 19654 622 2174 35 28 1132 4319 979 10116 269 1021 28
internal_value=0 0.00115997 0.00497504 0.00243267 0.000224155 -0.000488227 0.00285782 0.00482719 0.00873679 -0.00228956 0.00716371 -0.000166836 -0.00111163 -0.013976 -0.00238681 0.00490684 -0.0129299 0.0365192 -0.00361818 -0.000337563 -0.00644111 -0.0196195 -0.105739 -0.00126363 0.00506354 0.000572693 -0.00473908 -0.0203724 -0.0276705 0.0255743
internal_count=131996 100413 19779 16033 80634 74615 27011 22870 14761 8109 13970 13345 12987 2267 47604 6876 2715 791 40728 18837 21891 2237 63 18215 6458 5298 11757 1641 1372 1160
shrinkage=0.05


Tree=58
num_leaves=31
num_cat=0
split_feature=116 119 76 125 43 0 27 3 84 76 57 6 71 21 84 2 12 36 6 99 100 40 1 59 27 23 72 64 13 6
split_gain=0.560082 0.530308 0.362018 0.358376 0.40355 0.515193 0.510744 0.496487 0.45723 0.523648 0.470166 0.464953 0.460822 0.54263 0.411641 0.395757 0.393259 0.399426 0.372989 0.372771 0.37926 0.367276 0.386089 0.393473 0.372698 0.396493 0.358548 0.355236 0.354763 0.484843
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.57676999999999989 1.2500000000000002 1.0463500000000001 -2.6204999999999994 1.8549500000000003 -2.0825499999999995 -1.44065 0.28945000000000004 1.7561500000000001 3.0377500000000004 -0.33943999999999991 -0.74000999999999995 -1.1829499999999997 3.2281500000000007 0.23724500000000001 -2.3037999999999994 2.8669500000000006 -1.4613499999999997 -0.37060999999999994 1.3907500000000004 -2.4006999999999992 -3.5062499999999996 1.6060500000000004 2.0201500000000006 -0.78745999999999994 12.174000000000001 4.2582500000000012 0.31763500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 15 16 27 9 -8 12 14 13 -10 -12 -5 -6 -18 -9 26 -21 22 -19 -24 25 -23 -20 -7 -4 -30
right_child=3 2 28 4 6 7 8 18 10 -11 11 -13 -14 -15 -16 -17 17 21 19 20 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=9.1059899531191132e-06 0.00057867111252952401 -2.9986289537684878e-05 -0.00035427285333423735 -0.00094539772821487962 0.00029326365447319318 0.0013433342826461867 0.00065723224707386072 0.00026174871201431617 -0.0044701907517654561 -0.0053307874972233554 0.006001487623497441 -0.0033166918118981877 0.0051163465674636107 0.0030536990811876759 0.00060320792697565338 -0.0063226479067895053 -0.0066311939752527653 0.0010739768901043851 -0.0011984830558936621 -0.00059332516713504193 0.0033682957119084002 0.0014916831348385834 -0.0046361567465135374 -0.00094328466738887525 -0.0017923492503475894 -0.0016311992443804669 -0.0051797714620602855 -0.0017093382208544176 -0.0024129348582267378 -9.4888164154251068e-05
leaf_count=78866 5040 10252 13422 455 1401 1451 85 14028 35 64 37 73 124 76 775 37 28 234 395 222 83 509 74 2857 166 127 66 102 503 409
internal_value=0 -0.00108202 -0.00513706 0.00392155 0.00228074 0.00488761 -0.00430547 0.00584721 0.0137458 -0.0382961 0.0206692 0.0101112 0.0604299 0.013626 0.0169838 -0.0269957 -0.00855065 -0.0136061 0.00406164 -0.017426 0.00969511 -0.0127661 -0.0176097 -0.0207304 0.00634849 0.0173618 -0.0353694 0.0228567 -0.00838226 -0.0274674
internal_count=131996 103452 24586 28544 23504 16839 6665 16347 1269 149 1120 885 235 111 812 492 5396 3995 14794 766 305 3967 3165 2931 802 636 461 1553 14334 912
shrinkage=0.05


Tree=59
num_leaves=31
num_cat=0
split_feature=116 119 7 19 31 49 48 108 49 90 1 72 83 53 87 3 78 33 39 55 93 105 42 8 48 83 11 1 9 108
split_gain=0.505474 0.478603 0.347679 0.409072 0.416082 0.387592 0.388994 0.478504 0.467908 0.451454 0.384882 0.370842 0.493151 0.390019 0.386911 0.599613 0.42447 0.417201 0.44099 0.41465 0.426593 0.787508 0.390667 0.369062 0.491592 0.381286 0.358032 0.387156 0.603227 0.366739
threshold=1.0000000180025095e-35 1.0000000180025095e-35 3.9169500000000004 0.93056000000000016 -0.83123499999999984 -1.0021499999999997 -0.89794499999999988 11.8055 -1.2015499999999999 0.32186500000000001 1.5470500000000003 -1.6793499999999997 -1.5791499999999996 0.13761000000000004 0.021735000000000001 -1.60625 0.55922000000000016 -1.0981499999999997 -0.96157499999999996 -3.6957499999999999 -7.5621999999999989 -3.9586499999999996 -12.632999999999997 0.89202500000000018 -1.0892499999999996 -0.48669999999999997 0.49437500000000006 0.66264000000000012 1.4395000000000002 0.88532000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 10 -8 -10 -3 12 14 23 15 22 19 -17 -19 -16 -21 -22 -7 25 -25 -14 29 -28 -29 -23
right_child=-2 2 3 -5 -6 11 8 -9 9 -11 -12 -13 13 -15 16 17 -18 18 -20 20 21 26 -24 24 -26 -27 27 28 -30 -31
leaf_value=8.6506920147596844e-06 0.00018627348884503887 0.00011944049855663674 -0.00043196267386293288 -0.0010530978375040861 0.0010026102717131918 -0.0089656930150730282 -0.00055515152061776834 0.0046986552646323563 0.0021194688068545352 -0.00068229832853298502 0.0020592301252040849 -0.00081009782922960736 0.00069549780424123502 0.0035206739109668404 0.0067729047603077358 -0.0015847504197838991 -0.00043714399283717128 -0.00090840572214620171 0.00028489292845082812 0.003669562377381406 -0.0052049291046005822 0.00068589489849204481 -0.0020005310015287132 -0.0014550249402721725 0.0072112497226852514 -0.0046181463763855816 0.00059207716997873908 0.0050883698525081436 -0.00098209667309580762 -0.0014806742712690105
leaf_count=78866 28544 3328 738 479 1604 21 3832 62 346 246 277 5129 93 147 27 680 2202 1342 1830 101 62 528 487 30 36 53 399 139 58 310
internal_value=0 -0.00102791 -0.00488021 0.00556515 0.0110111 -0.00623405 -0.000748062 0.00686786 -0.0070608 0.0191044 0.00536979 -0.00948014 -0.00544548 0.0308308 -0.00703639 -0.0134766 0.000302674 -0.00921784 -0.00439928 0.0125676 0.01049 0.0062433 -0.0457692 0.00338432 0.0654407 -0.0246686 0.011014 0.0297504 0.0660225 -0.00231161
internal_count=131996 103452 24586 2821 2342 21765 8091 3667 4424 592 3605 13674 8545 359 8186 4360 3826 3852 3172 1624 1597 1496 508 212 66 146 1434 596 197 838
shrinkage=0.05


Tree=60
num_leaves=31
num_cat=0
split_feature=116 120 83 15 31 16 10 1 7 17 67 83 89 61 106 105 46 20 86 60 16 110 50 85 94 54 46 54 103 22
split_gain=0.45619 0.431939 0.344496 0.343369 0.498367 0.373853 0.533256 0.400187 0.399073 0.431177 0.388266 0.38192 0.375519 0.386479 0.373655 0.373108 0.36414 0.365405 0.41127 0.440382 0.339768 0.475944 0.469132 0.498803 0.50307 0.434977 0.43254 0.416796 0.432751 0.452282
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.4410999999999998 2.6129500000000001 -0.77772499999999989 -0.87086499999999989 1.2500500000000001 -1.6619499999999998 -0.26635999999999999 -1.2099499999999999 9.0596500000000013 -1.2905499999999999 0.24794000000000002 1.1497500000000003 1.3660500000000002 1.1653500000000003 -1.6978499999999996 1.9990500000000002 0.56790000000000018 -1.13615 0.50808000000000009 -0.56909499999999991 1.0000000180025095e-35 4.1138000000000003 -3.9538999999999995 -0.39893499999999993 2.1253500000000005 3.5775000000000006 -3.7019999999999995 4.1779500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 4 -4 6 11 10 9 14 -7 -6 -11 15 -8 -14 -5 -18 19 -19 21 -3 23 24 25 -23 -24 -26 -29 -30
right_child=-2 2 3 16 5 7 8 -9 -10 12 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 22 26 -25 27 -27 -28 28 29 -31
leaf_value=-0.00023180973624942005 0.00017695981675220032 -0.00044018752034530035 0.00036584704450937403 -0.0012124302543584358 0.0012186656282597024 0.0012010102498175872 -0.0032647859571235519 -7.5979576898081334e-05 -0.00064514141755573685 0.001612295009075634 -0.0032281357257698592 -0.00044863552598248035 -0.010592930498891153 -0.00029042681222254377 -0.0087588496962372146 -0.0021223073610319543 0.0010648552943116299 0.0055341858347808873 -0.0071888079345226287 -0.0014400614964376604 7.7410953091449166e-05 -0.0077773519259478376 9.4326588071372134e-05 0.00036197839802327915 -0.00043507649847043296 -0.00099286164536520295 0.0010469322702714799 0.00444581800393815 0.0011336639225650747 -0.0009852086284692274
leaf_count=24586 28544 10621 9389 226 386 1021 84 5100 330 62 52 3117 26 53 49 26 2243 27 25 140 25558 42 5078 3113 9348 54 1557 68 666 405
internal_value=0 -0.000976519 0.000164363 0.00348723 0.00204668 -0.00275464 -0.0101154 0.00217357 -0.0369 -0.0632968 0.0197273 -0.00529827 -0.0294643 -0.0659026 -0.105778 -0.127152 0.0141492 0.0177131 -0.0241569 -0.00624977 -0.0011502 -0.00337837 -0.000544124 -0.00388755 -0.0071606 -0.0792215 0.00635739 -0.00650094 0.0115597 0.00664819
internal_count=131996 103452 78866 22356 19695 10306 4133 6173 630 300 1073 3503 167 105 133 52 2661 2435 192 167 56510 30952 20331 13696 10583 96 6635 10487 1139 1071
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=0
split_feature=125 8 75 28 50 65 78 49 83 31 57 12 42 102 101 6 33 75 7 65 63 25 105 97 23 7 107 21 110 78
split_gain=0.451616 0.434734 0.484268 0.40833 0.471318 0.416303 0.485872 0.407402 0.416646 0.407293 0.398307 0.388978 0.459487 0.465432 0.476077 0.426692 0.464231 0.404639 0.387295 0.382736 0.449317 0.508733 0.377828 0.368546 0.358194 0.422731 0.376901 0.36303 0.478937 0.502367
threshold=1.2500000000000002 0.94331500000000001 0.38970500000000002 -0.56829499999999988 -0.049963999999999988 -1.5514499999999998 -1.4868499999999998 17.376500000000004 -1.51745 -0.042155999999999992 1.4727500000000002 1.5158500000000001 -2.6290999999999998 0.76648000000000016 -1.2155499999999997 -0.17081999999999997 -1.7626499999999996 0.34651500000000007 -0.28685499999999992 2.5294500000000002 -1.4915499999999999 1.5495500000000002 -3.4520499999999994 -3.3400999999999992 1.7686500000000003 2.3248500000000005 0.9775600000000001 1.8101000000000003 1.4145500000000004 0.74318000000000006
decision_type=2 2 2 2 2 2 2 2 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 7 11 9 -5 6 -6 8 -2 -4 22 12 -3 14 15 16 -14 -15 -11 20 21 -9 -1 -12 25 27 -26 -20 29 -29
right_child=1 2 3 4 5 -7 -8 19 -10 18 23 -13 13 17 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00058201287854787532 -6.8953404590267852e-05 0.0011331734151312724 -0.00017839812925159518 -0.00014924118519337511 0.0043123922610655424 0.00023785974826269409 0.00093808559631125424 -0.0050467369947180063 0.00019744118119358555 -0.0015406069797241171 -0.00096114648741639551 -0.00019443779183325006 -0.0069027323953445956 -0.0020745652604659882 -8.0179206494512237e-05 -0.00086856206129666742 -0.0021976556111836256 -0.006414580426450509 0.0014583416749214494 0.0015500773866012592 0.00049606327682049191 0.0016822410617456881 -3.0585939251072866e-06 0.00075953220537084288 0.0040784487429146579 -0.0011639603786656673 -0.002171477362441044 -0.0021714206016622485 -0.0051620390669156156 0.0038248855710750623
leaf_count=3349 52103 213 10323 10366 125 5023 728 81 20434 1194 337 2379 67 512 889 515 241 60 551 835 905 43 15674 4064 26 431 334 80 52 62
internal_value=0 -0.000859163 -0.00381182 -0.00227597 0.00107094 0.00822582 0.0286512 0.000496939 0.000121823 -0.00644057 0.00398229 -0.0130392 -0.0217573 -0.0258998 -0.0176484 -0.03498 -0.0644233 -0.0505962 -0.0173028 0.0150944 0.00218635 -0.054266 0.00199887 0.0125555 -0.00680145 0.00164766 -0.0344019 0.0160684 -0.0211337 0.0089337
internal_count=131996 108572 34171 29295 16242 5876 853 74401 72537 13053 23424 4876 2497 2284 1712 823 308 572 2730 1864 1029 124 19023 4401 1536 1176 360 745 194 142
shrinkage=0.05


Tree=62
num_leaves=31
num_cat=0
split_feature=116 119 47 27 59 77 15 41 61 112 0 36 73 43 71 110 44 110 124 10 6 32 87 46 81 9 62 87 84 39
split_gain=0.413538 0.384402 0.35024 0.40252 0.460138 0.361182 0.348149 0.680413 0.545328 0.477569 0.338769 0.376263 0.363854 0.424654 0.41478 0.399088 0.412274 0.401416 0.443809 0.370893 0.336559 0.3789 0.536636 0.447473 0.416141 0.35818 0.337957 0.332167 0.360518 0.331554
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.8022500000000001 1.8780500000000002 1.9454500000000003 1.3713500000000003 15.929000000000002 -0.10866999999999999 0.5378750000000001 6.8564500000000006 -2.5216999999999996 -2.3913499999999996 1.6141500000000002 1.6523500000000004 4.6725000000000012 3.5024500000000005 -1.2021499999999998 0.16310500000000003 7.5000000000000009 0.12584000000000004 1.7414500000000002 0.15675500000000003 5.8440000000000003 -2.0654499999999998 -1.5485499999999999 -1.0488499999999996 3.0709500000000003 -1.4043499999999998 1.9795000000000003 3.8292000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -5 -4 29 9 -9 12 -12 13 15 -14 17 -17 18 -2 -15 26 -22 23 24 -23 -26 -13 28 -10 -8
right_child=2 -3 6 5 -6 -7 7 8 27 -11 11 20 14 19 -16 16 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=7.3262157451991621e-06 -0.0006549118435941637 -0.00021910860569646862 0.00063955893872064606 0.0020669659826185547 -0.0012170233060007027 0.00035301370202671888 0.001145533836796851 -0.0059878438821206583 -0.0088806040489792151 0.0018299257596178604 -0.0040672899413577938 -2.9342879865440635e-06 -0.0020842549504359832 -0.001034217199221963 -0.0099039080235260452 -0.0081852915127658184 -0.0010065516043040489 0.0014076714909431291 -0.005746252788230777 0.007825572278212619 0.00086550608564891899 0.0013348424745102724 -0.0045969472037430742 0.0003397853588785573 -0.0018186079545153514 -0.0098212615522588129 0.0057024749667527012 0.00022726467951765679 -0.0015170244596340449 -0.0038832631414490088
leaf_count=78866 242 24586 5642 443 731 1004 516 105 22 24 54 15124 74 21 22 36 45 187 52 27 2632 30 66 1011 27 29 26 249 68 35
internal_value=0 -0.000929748 0.00336969 0.00143709 0.000295848 0.0175548 0.00971874 -0.00729276 -0.0353311 -0.0906675 0.00120979 0.00200907 -0.0202995 -0.0112935 -0.0775252 -0.0190044 -0.0839421 -0.00806899 -0.0311084 0.0789883 0.00224666 0.0106681 -0.0043637 0.000905183 -0.0683427 -0.119257 0.000137143 -0.0142739 -0.0663402 0.016522
internal_count=131996 103452 28544 21883 20436 1447 6661 1019 468 129 19705 18999 706 610 96 562 81 481 294 48 18945 3795 1163 1097 86 56 15150 339 90 551
shrinkage=0.05


Tree=63
num_leaves=31
num_cat=0
split_feature=87 116 10 114 61 122 73 28 95 41 10 25 40 14 81 52 46 0 109 22 47 14 80 92 38 97 15 12 120 124
split_gain=0.391638 0.426205 0.382264 0.42692 0.618423 0.477055 0.495954 0.476292 0.445927 0.569817 0.536396 0.476553 0.437819 0.419474 0.408049 0.393107 0.37367 0.437404 0.366937 0.365958 0.357868 0.357825 0.357509 0.349086 0.345731 0.413202 0.425224 0.412016 0.367495 0.435675
threshold=5.4430000000000005 1.0000000180025095e-35 -3.9885999999999995 1.0000000180025095e-35 -0.15230499999999997 2.5000000000000004 -37.786499999999997 2.0095500000000004 -1.7784499999999996 1.1501500000000002 2.6253500000000005 0.62761500000000014 2.4800000000000009 -0.84065499999999982 0.53473000000000004 9.567750000000002 0.5832900000000002 -1.6793499999999997 -7.3748499999999995 -0.85536999999999985 7.6732500000000003 18.364500000000003 -0.97949999999999993 -1.7938499999999997 -4.0544499999999992 -2.0984499999999993 -1.02145 -0.33405499999999994 1.0000000180025095e-35 7.5000000000000009
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=1 2 15 18 -5 6 -6 16 12 10 -10 -11 20 -13 -15 -1 17 -8 -4 -12 -7 24 -16 -17 25 26 27 -20 -26 -30
right_child=-2 -3 3 4 5 8 7 -9 9 11 19 13 -14 14 22 23 -18 -19 21 -21 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.00036681523252198451 -0.00045996768047728583 0.00019047958189113607 0.00044031299516579406 -0.00014256188709594974 -0.0032649987311640255 -0.0011152670787253638 0.0021913715913604859 -0.0014565766659402049 7.3421704126524218e-05 -0.0011142937035419711 -0.0010071520264980129 0.0027100588303039814 0.0022657285485375715 -6.5769624185415594e-05 0.00086386676459835894 -0.0058254023315384984 0.0017255153749186449 0.0003204742724977016 -0.0011404596060385992 -0.0078047156961272568 -0.0056873675332019995 -0.00066361053113914517 0.0042647547067872441 -0.00079490354643265825 -0.00034681413384656478 0.0010204537355887541 0.00070967792645595712 -0.0077865560945027919 1.4525013331883578e-05 -0.0003338824459898004
leaf_count=7868 4471 27494 2851 9172 71 615 383 194 3596 202 44 459 91 503 195 39 1385 1695 58 36 46 3099 128 298 15133 1196 112 39 38856 11667
internal_value=0 0.000322527 -0.000635909 -0.00122026 0.00302724 0.00861858 0.0174783 0.0190854 0.00303467 0.00634836 -0.000333297 0.022866 -0.0197161 0.0299639 0.0164954 0.00590379 0.0217865 0.0133061 -0.00231484 -0.0813211 -0.0286689 -0.00276675 0.0442317 -0.0275414 -0.00228128 0.0132402 -0.0277836 -0.076252 -0.00261343 -0.00131862
internal_count=131996 127525 100031 91826 18815 9643 3728 3657 5915 5163 3676 1487 752 1285 826 8205 3463 2078 73011 80 661 70160 323 337 67061 1405 209 97 65656 50523
shrinkage=0.05


Tree=64
num_leaves=31
num_cat=0
split_feature=125 8 74 22 49 110 109 65 64 90 32 83 57 17 105 48 97 27 85 5 14 103 31 107 22 16 4 110 5 1
split_gain=0.404825 0.383505 0.43381 0.376352 0.365751 0.367665 0.435089 0.441488 0.565178 0.49745 0.369348 0.364716 0.357165 0.350327 0.369432 0.339127 0.329832 0.352382 0.506145 0.383383 0.381154 0.359715 0.355137 0.368375 0.348152 0.34691 0.393083 0.395308 0.346434 0.540112
threshold=1.2500000000000002 0.94331500000000001 0.26384500000000005 -3.0620999999999996 17.376500000000004 -0.50415499999999991 -6.4281499999999996 3.5588500000000005 -1.5668499999999999 0.021197500000000005 -0.81993499999999997 -1.51745 1.4727500000000002 16.838500000000003 -3.4520499999999994 -1.2240499999999999 -3.3400999999999992 1.3706500000000001 -1.1627499999999997 -3.8610499999999996 -0.87751999999999986 -3.0248499999999994 -0.61299999999999988 1.8969500000000001 -1.3395999999999997 0.31745000000000007 -0.73533499999999996 4.5356500000000013 1.0805500000000003 2.2350500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 4 -3 15 11 6 -6 8 -8 -10 -9 -2 13 14 -1 -4 -14 20 19 -19 28 -20 -22 -24 -25 26 27 -23 -18 -30
right_child=1 2 3 -5 5 -7 7 10 9 -11 -12 -13 16 -15 -16 -17 17 18 21 -21 22 25 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00062096842060243727 -6.4970533345778684e-05 -0.00058503238759929064 -0.0016690355934819358 -0.00014675030437061854 0.0026980356664816833 0.0012079244667405967 -0.0080897806092564539 0.0036825904975024363 -0.0019660243694095609 0.006055072029786451 -0.00066564026662880292 0.00018427022025909403 -0.00090871526041338968 -0.0010434520799318288 3.1592919101946093e-05 0.00083528626612480077 0.00099666226559266607 -0.003254565812115159 0.0029461690863752939 0.0021863124672765683 0.0032645657885738036 -0.00020593611572442512 0.00058167521437879404 9.1580793418934652e-05 0.004332459871473379 -0.0010715007567293469 0.0013675527101645367 -0.005441594270702739 -0.0045576627275384059 0.00094190242899847877
leaf_count=3225 52103 5524 148 26938 102 1248 35 75 243 21 140 20434 337 653 15145 1561 497 35 94 432 308 477 564 71 152 717 498 39 82 98
internal_value=0 -0.000813438 -0.00358668 -0.00202206 0.000460258 0.0142915 -0.00569888 -0.0175379 -0.0423899 -0.0265597 0.0170237 0.000104834 0.00377035 0.00189216 0.00270125 0.0123682 0.0118887 0.0143816 0.00619405 0.0355708 0.0249719 -0.00132316 0.0365039 0.0252376 0.0596445 -0.00459478 0.00730942 -0.0120331 0.00631962 -0.0312691
internal_count=131996 108572 34171 28647 74401 1864 616 514 299 264 215 72537 23424 19023 18370 1709 4401 4064 2292 467 1772 1825 1095 787 223 1731 1014 516 677 180
shrinkage=0.05


Tree=65
num_leaves=31
num_cat=0
split_feature=125 43 106 26 93 93 93 52 110 89 115 20 81 66 27 112 109 9 10 100 47 123 42 6 32 20 93 23 32 6
split_gain=0.377375 0.654339 0.429765 0.479185 0.449904 0.440556 0.550922 0.411891 0.399067 0.701359 0.432016 0.428153 0.397894 0.61446 0.457453 0.645018 0.564919 0.541741 0.540055 0.427008 0.394188 0.495383 0.482808 0.45564 0.451971 0.401349 0.451176 0.393435 0.386372 0.431517
threshold=2.2500000000000004 -7.4097999999999997 1.4635500000000004 1.6771500000000004 -26.277499999999996 1.0000000180025095e-35 0.28266500000000006 7.1317000000000013 -1.6585499999999997 0.76372000000000007 1.0000000180025095e-35 14.123500000000002 -1.67655 17.048000000000005 0.58340500000000006 -1.1869499999999997 0.099729500000000013 -0.020123999999999996 0.76594000000000018 0.58897500000000014 1.8022500000000001 0.75000000000000011 1.3290500000000003 4.8724500000000006 -1.04165 0.93613000000000002 0.46787000000000006 -0.86921499999999985 1.0105500000000001 -0.8165199999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 -2 3 4 -3 -4 -7 12 9 10 -8 -10 13 14 16 -16 17 18 -6 -19 22 -22 23 24 27 26 -23 -1 -17 -30
right_child=1 2 5 -5 7 6 8 -9 11 -11 -12 -13 -14 -15 15 28 -18 19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0020040100330915357 0.00068433115188453039 -0.002407048348550659 -0.006723708732585822 0.00064976102922570432 -0.0005912294231253867 0.0039140053311914223 -0.0077992620787376331 0.00066592505900189283 -0.00060481979896506732 0.0013408330418063668 0.00018524333718232812 0.0029620765155756522 -7.7329768404136982e-05 -0.0091145548370799839 -0.0044909521639700748 -0.00017919556471087487 0.00060926544082761009 -0.0030601343719196348 0.0027243078593875616 0.00073717130305525928 0.00015109214135940793 0.0017993378337391862 0.00023883655818331693 -0.0011036786441927465 -2.5318501499608822e-05 0.00012836818584776146 0.00013631583003292466 -0.00029614408079956444 0.00021384473102023968 -0.0049890919561380326
leaf_count=532 2462 214 28 2136 1967 72 36 1641 8232 550 32 85 28978 21 158 466 1154 363 131 93 16654 1326 16256 1057 44451 1223 589 921 65 103
internal_value=0 -0.00220104 -0.00304178 -0.00154975 -0.00242852 -0.00923286 -0.00884352 -0.00215013 -0.00954558 0.0149713 -0.080837 -0.0113673 -0.00290789 -0.0116333 -0.0108369 -0.0326528 -0.00617715 -0.014474 -0.00768412 -0.0457137 0.00129892 0.00519351 7.96064e-05 -0.00154635 -0.00107368 0.016719 0.0257568 -0.0184292 -0.0184064 -0.059521
internal_count=131996 48987 46525 37490 35354 9035 9007 35140 8935 618 68 8317 33499 4521 4500 792 3708 2554 2098 456 83009 19792 63217 46961 45904 3138 1915 1453 634 168
shrinkage=0.05


Tree=66
num_leaves=31
num_cat=0
split_feature=125 10 14 1 16 78 68 82 1 36 89 98 7 44 23 64 62 16 44 82 53 61 20 18 94 44 36 92 53 51
split_gain=0.352197 0.348121 0.431763 0.479247 0.390133 0.4622 0.467384 0.423393 0.494849 0.42693 0.418741 0.394844 0.441989 0.439548 0.383628 0.437613 0.409644 0.362964 0.356879 0.597487 0.355646 0.353012 0.366348 0.529131 0.362688 0.338947 0.428431 0.402856 0.376993 0.367027
threshold=1.2500000000000002 2.2598500000000006 -1.9636999999999998 -1.97285 2.5172000000000003 -1.1615999999999997 1.3044500000000003 -0.83863999999999994 -0.10515499999999998 -1.4995499999999999 -0.84361499999999989 -0.69634999999999991 4.8237000000000014 -1.1497499999999998 -1.7697499999999999 -1.66875 -1.3413499999999996 3.1845500000000002 -1.2602499999999999 -1.04755 -0.99818499999999988 1.2704500000000001 0.49021500000000007 6.5010500000000011 -0.044689499999999993 -0.91254999999999986 -2.1467499999999995 -0.87831999999999988 -1.3959499999999998 2.8571000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 11 8 17 -9 -7 12 13 -5 15 -10 -16 -6 19 -12 -18 22 23 -11 -24 27 -27 -20 -28 -29
right_child=1 2 3 4 7 10 -8 9 14 21 18 -13 -14 -15 16 -17 20 -19 25 -21 -22 -23 24 -25 -26 26 28 29 -30 -31
leaf_value=0.0001758371500640689 -1.4722666945458976e-05 0.00096818726716960287 0.00081632803642694778 -0.0058700031448494306 -0.0057394654350827225 0.0057676544269690154 0.00038821135814841366 0.0054696375915013699 -0.0060771845075366804 -0.00098682017998821966 -0.00071208527173608719 -0.0031472573137229435 0.0028494540617236348 -0.0010461580934384483 0.0039641166852658338 0.00012497995603120044 -0.0061914292333478281 -0.00095013082657447638 -0.0026986474526791331 0.0026928011121712084 0.00084991011739775693 0.0019420443558930411 0.0039354195887806699 -0.0096380730386590591 -0.002405033285236534 -0.0053178140562441618 0.0011435324786448508 -0.0011578764404273697 -0.00069186762611456003 0.0032575576635600445
leaf_count=23424 101733 544 623 55 74 26 217 51 43 152 344 502 61 334 94 84 22 85 446 206 97 278 67 20 34 45 336 270 1672 57
internal_value=0 -0.000758724 -0.00766495 -0.0100007 -0.0128924 -0.0169627 -0.0341169 0.00400615 -0.0175329 0.0218599 -0.0110682 -0.0436633 -0.0221533 -0.0345639 0.00400213 -0.0394993 0.0299396 -0.0635826 -0.0120418 0.011264 -0.009037 0.013758 -0.0117843 -0.0398556 0.0360202 -0.0165776 -0.00985755 -0.0344254 -0.00769498 -0.00776427
internal_count=131996 108572 6839 6295 5672 4571 1169 1101 499 602 3402 952 450 389 340 127 213 159 3376 550 119 551 273 172 101 2826 2053 773 2008 327
shrinkage=0.05


Tree=67
num_leaves=31
num_cat=0
split_feature=87 103 116 114 14 80 61 91 71 62 30 73 112 16 6 14 87 51 62 74 16 66 86 11 43 50 94 28 59 84
split_gain=0.339308 0.370694 0.367169 0.358234 0.474183 0.454976 0.452532 0.541503 0.597242 0.434216 0.399345 0.397009 0.386381 0.390026 0.390368 0.365799 0.417181 0.429159 0.381578 0.349407 0.373906 0.334067 0.332847 0.328827 0.486931 0.553028 0.342962 0.456951 0.331798 0.328483
threshold=6.0139000000000005 6.4019000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -1.89625 80.928500000000014 -0.15230499999999997 17.783500000000004 0.54304500000000011 -3.3682499999999993 1.8324500000000004 -37.786499999999997 -0.73070499999999983 3.2915000000000005 -5.3463999999999992 -0.64773499999999984 3.1397000000000004 1.1222500000000004 -1.7383499999999998 -2.9593999999999991 1.8222000000000003 -1.6603999999999999 -5.5890999999999993 -1.7890499999999998 1.4284500000000002 -0.48512499999999997 3.1904500000000007 -0.91145999999999983 -4.0689999999999991 -1.9742499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 12 9 10 -9 29 11 -8 13 14 -6 16 19 18 -18 20 -16 -10 -17 24 25 -11 -27 -28 -26 -5
right_child=1 -3 -4 6 5 -7 7 8 21 23 -12 -13 -14 -15 15 22 17 -19 -20 -21 -22 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=0.00042507297485260502 -0.00063388615028001376 0.0015509571947589301 0.00017402761874271843 0.0076067213481292133 0.0014096923456169092 -0.003925740625112294 -0.0016497260942252561 1.1369435963942145e-05 -0.0082407046878791371 -0.0016664991373307799 -0.00088335797895172207 0.00055847560695881915 -2.0487370479159136e-05 0.00039336357995552976 -0.0016295232251548116 0.0038754889394576643 -0.0017446230230852963 0.0037779064813014311 0.0011288485098767151 -0.00057411546655024065 -0.0070350580609952794 -0.0019502047735911151 -0.00017161865696180216 -1.7017837107724254e-05 0.0059364716963548414 0.00072621953643496465 -0.0062387376920818244 0.0018827945604149639 0.00060617184961244232 0.0010732259113101824
leaf_count=4398 3125 207 27735 20 325 78 208 133 46 1102 542 9506 48420 2128 178 51 175 97 340 10532 39 39 13194 8143 38 494 43 29 126 505
internal_value=0 -0.00996306 0.000258013 -0.000627532 -0.00159246 -0.00218 0.00305086 0.0077016 -0.0416164 -0.00158837 0.00874989 0.0102239 -0.00210112 -0.00512769 -0.00623688 -0.00669165 -0.0108548 0.0145411 0.00304852 -0.0123007 -0.0520205 -0.10709 -0.0031207 -0.00306367 -0.0151685 -0.0202805 0.00512678 -0.0593513 0.0368248 0.0264424
internal_count=131996 3332 128664 100929 79955 75557 20974 10474 218 10500 10256 9714 75479 27059 24931 24606 11361 612 515 10749 217 85 13245 9975 1832 1668 566 72 164 525
shrinkage=0.05


Tree=68
num_leaves=31
num_cat=0
split_feature=125 43 106 26 86 72 49 93 93 95 88 9 61 5 71 1 78 103 47 42 123 43 24 30 103 55 102 20 93 93
split_gain=0.328639 0.584292 0.38172 0.433269 0.417297 0.429343 0.401382 0.39566 0.497171 0.371574 0.436483 0.391442 0.383331 0.382112 0.366089 0.450244 0.365872 0.357706 0.360973 0.461931 0.399356 0.398903 0.396549 0.591119 0.411631 0.388167 0.460229 0.382402 0.378795 0.38474
threshold=2.2500000000000004 -7.4097999999999997 1.4635500000000004 1.6771500000000004 -3.7106999999999997 2.7074500000000001 -0.19182999999999997 1.0000000180025095e-35 0.28266500000000006 -0.058984499999999988 -1.4741499999999996 -0.039234999999999992 -0.26820499999999997 0.12657500000000002 2.0420000000000003 -2.6191499999999999 0.34112500000000007 -4.0741999999999985 1.8022500000000001 1.1989500000000002 0.75000000000000011 1.1891500000000004 -1.6312499999999999 -1.0105499999999996 -1.9675999999999998 -0.2742949999999999 3.4404500000000007 0.93613000000000002 0.72184000000000015 1.2313500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 4 5 6 9 -4 -9 -3 11 12 -11 -12 15 16 -5 -1 19 21 -20 -19 23 24 25 -23 -27 28 -22 -30
right_child=1 2 7 14 -6 -7 -8 8 -10 10 13 -13 -14 -15 -16 -17 -18 18 20 -21 27 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00067449565558530002 0.00064796041892938071 0.00038098998825750814 -0.0063685776599283735 -9.1716782189905647e-05 -7.7174290858628283e-05 -0.0062386488384642714 0.00042723319892868842 0.0037225098439699249 -0.00044905967465429323 -0.00011129959219718228 -0.0023546330102190778 -0.0033181291797223528 -0.0044731770327576161 -0.008082705792427685 0.0023662543472720617 0.00048864510235830066 -0.0096556098200380816 -5.5852817117228894e-05 0.00013301146930404546 0.00019569318835950956 0.0016250476826391684 -0.0079142415817132442 -0.00021530115968144116 -0.00034138316376084967 -0.0017655616147247946 -0.005292394351480263 0.0037731345210756575 5.1168448233551345e-05 -0.0019764608828539451 0.00098969207826583839
leaf_count=2307 2462 242 28 20 33809 37 469 72 8935 433 74 185 57 48 263 1833 20 39184 16234 18127 1381 59 2675 795 508 42 21 1181 163 332
internal_value=0 -0.00205401 -0.00284847 -0.00144231 -0.00227792 -0.0183494 -0.0157382 -0.00868323 -0.00831426 -0.0266993 -0.03712 -0.0271709 -0.012374 -0.092166 0.0123882 0.00748254 -0.0974733 0.00121215 0.000861172 -0.000324185 0.00463464 -0.00209905 -0.011484 -0.0249585 -0.0478378 -0.0999975 -0.045411 0.0151196 0.0239937 0.000259178
internal_count=131996 48987 46525 37490 35354 1545 1508 9035 9007 1039 797 675 490 122 2136 1873 40 83009 80702 61411 19291 43284 4100 1425 630 122 63 3057 1876 495
shrinkage=0.05


Tree=69
num_leaves=31
num_cat=0
split_feature=125 69 15 28 32 20 6 10 14 1 16 76 87 23 6 83 19 2 21 23 32 15 46 40 16 62 44 4 54 74
split_gain=0.305848 0.3338 0.40593 0.317677 0.316555 0.326166 0.31414 0.30171 0.380496 0.429682 0.346115 0.527422 0.377104 0.364798 0.347284 0.327305 0.357741 0.427015 0.478517 0.403647 0.353194 0.367477 0.548096 0.404508 0.375232 0.337293 0.332151 0.331455 0.325994 0.356594
threshold=1.2500000000000002 -0.88184499999999988 -2.1188499999999997 2.0104500000000005 6.628400000000001 -0.77385499999999985 0.92578000000000016 2.2598500000000006 -1.9636999999999998 -1.97285 2.5172000000000003 0.56849000000000005 -1.4710499999999997 -3.0501499999999995 1.2221500000000003 -1.1643499999999998 2.3422000000000005 2.5533500000000005 -0.88472499999999987 -1.3925499999999997 -0.13678999999999997 2.8059500000000006 -1.6267499999999997 -1.5272499999999998 -0.87086499999999989 -1.86805 3.2290500000000004 0.43151500000000004 2.9679000000000006 24.304000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 15 -9 -10 11 13 14 -11 -12 28 20 -18 -19 27 -17 24 25 -24 26 -23 -22 -20 -2 -30
right_child=7 2 -4 4 5 6 -8 8 9 10 12 -13 -14 -15 -16 16 17 18 19 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.1367572694852554e-06 -0.00010034712173852191 0.0019430212567768696 0.00028440356089711946 -0.0034137582578493853 -0.0039342561569542462 -0.00078694068661500386 0.0048964326176792385 0.00091184266349206592 0.0007799785130228967 0.0018899452865010623 0.0021623568815653089 -0.0013738188340032642 -0.00043659595132404972 -0.0004664695554037272 -0.0025449690574573147 0.00044328589922084456 -4.1707275579045788e-05 -0.0032908441737785734 0.0024038051225943493 0.00030619254927946571 -0.00084766666489101265 0.0017484695051929783 0.0031552350186944212 0.00063959583609084257 0.00014369028252479609 -0.0047447243918265622 0.00083822413985866918 -0.0048206932416946218 0.0001762957841160116 0.0031337836022642487
leaf_count=10146 69062 380 12619 138 39 62 40 544 623 177 303 2115 753 2279 45 10339 3715 225 20 357 2239 28 185 1173 4066 70 336 77 9738 103
internal_value=0 0.00327718 0.0066578 -0.000938132 -0.0342271 -0.000903405 0.0288367 -0.00070704 -0.00713645 -0.00932915 -0.0120673 -0.0159011 0.00384948 -0.00593293 0.031073 -0.000274823 0.00305974 -0.00504865 -0.0281074 -0.00941879 0.00499228 4.63213e-05 0.0144339 0.019646 -0.00310808 -0.0577905 -0.0125536 -0.0666221 -0.00123965 0.004145
internal_count=131996 23424 12999 10425 279 141 102 108572 6839 6295 5672 4571 1101 2456 348 101733 22830 4394 679 454 18436 8097 1456 1358 6641 98 2575 97 78903 9841
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=0
split_feature=87 103 116 20 10 52 0 28 54 23 111 4 29 43 96 55 55 26 94 28 14 47 58 42 7 22 89 10 18 31
split_gain=0.296977 0.330335 0.321023 0.333771 0.440727 0.424863 0.441746 0.417308 0.39328 0.38504 0.378366 0.361123 0.359703 0.353633 0.352859 0.341216 0.434932 0.336627 0.386273 0.342117 0.337019 0.333349 0.375357 0.369919 0.343014 0.3319 0.330372 0.323287 0.392337 0.387005
threshold=6.0139000000000005 6.4019000000000004 1.0000000180025095e-35 5.5647000000000011 -4.2602499999999992 9.567750000000002 -0.10182499999999998 2.0072500000000004 2.9095500000000007 -3.7371999999999992 0.60156500000000013 -0.68596999999999986 -12.222999999999997 -6.4643999999999986 2.1474000000000006 1.2250000000000003 1.2511500000000002 -0.79206499999999991 -0.021671499999999996 1.9483500000000002 449.49000000000007 3.2459500000000001 -4.2323499999999994 -4.054149999999999 3.4356500000000003 -2.3786999999999998 -3.8433499999999996 -0.30167499999999997 3.4806500000000002 -0.98572499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 15 -6 12 13 -8 -5 -10 25 -1 -17 18 20 -20 -11 22 -19 -23 -25 -12 -15 -27 29 -29
right_child=1 -3 -4 9 8 -7 11 -9 10 17 14 -13 -14 26 -16 16 -18 21 19 -21 -22 23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.00029457231831950736 -0.00059417532538343218 0.0014683029729117088 0.00016273095503966208 -0.0046989227033087189 -6.5460572715172514e-05 -0.0021636887549281217 0.0038725617306419845 0.0020644146389921128 -0.0029765122183697656 -0.00047218012047768826 -0.0045573313842001166 0.00080110802293094146 0.0004229411733850095 -0.003218732489598277 0.0002089163366254011 -0.0081181366881355656 -0.00067514842410904994 -0.0048386781550943852 0.00045406644408263035 0.0033491404515092939 -0.0058101016787752034 0.0035699353059471558 -0.00047688811387617462 -0.0021817522950226867 0.0010538302933918717 0.0020772092110221889 0.00017035881421262005 -0.0026991409666248059 -0.0029532258800702964 0.0018000301749624842
leaf_count=1965 3125 207 27735 35 79377 158 99 241 94 641 23 2870 1664 73 1229 20 1054 50 599 123 31 33 3646 747 92 832 4807 57 73 296
internal_value=0 -0.00932088 0.000241382 -0.000586647 -6.54605e-05 0.00793847 0.00923333 0.00123408 -0.000655843 -0.00693177 0.00627393 0.0180705 0.00634858 0.00122298 0.0162833 -0.00194231 -0.016275 -0.0107163 0.00288593 0.0189454 -0.0143685 -0.0148672 -0.0107179 -0.0324543 -0.0365391 0.0278968 0.00239323 0.0300733 0.00767007 0.0214707
internal_count=131996 3332 128664 100929 93268 6407 6249 3280 86861 7661 7484 2969 1699 4974 2510 3039 1074 5962 1394 722 672 4568 3696 872 839 1281 4880 1258 426 353
shrinkage=0.05


Tree=71
num_leaves=31
num_cat=0
split_feature=119 16 11 2 11 96 108 58 97 13 74 59 19 10 41 14 110 46 43 69 13 36 38 30 30 71 43 27 103 111
split_gain=0.289996 0.327898 0.458398 0.454395 0.518755 0.464018 0.51746 0.486262 0.45993 0.444103 0.424823 0.446322 0.4174 0.373012 0.366031 0.360252 0.495827 0.454155 0.43006 0.405021 0.393989 0.428258 0.361556 0.358825 0.352821 0.410399 0.467234 0.403323 0.488175 0.398078
threshold=1.0000000180025095e-35 1.9415000000000002 6.1569000000000011 -1.5554499999999998 -1.9497499999999997 1.1475500000000001 -2.6255499999999996 -1.0211499999999998 10.034000000000001 -3.4446499999999998 -4.302999999999999 0.40210000000000007 -1.5139499999999997 -5.8596499999999994 0.48444500000000007 0.92560000000000009 -0.48378499999999997 4.110100000000001 -0.086356499999999989 12.767000000000001 1.9128500000000004 2.3745000000000007 -3.2782499999999994 -2.1982499999999994 1.8324500000000004 -1.4617499999999997 1.1752500000000003 0.78912000000000015 -4.2339999999999991 -0.68786999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 9 10 -7 -8 -6 12 11 14 -3 -12 23 24 -17 18 19 -18 21 22 -21 -5 27 26 -26 -1 -29 -30
right_child=-2 3 -4 5 8 6 7 -9 -10 -11 13 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00021312040263898503 -0.00013214591374989312 0.0023560757926177414 0.0004165573098879454 -0.0069114263186714174 0.00115134995119482 -0.0022654740545027829 0.00029026110024682797 0.0013844144398331773 0.0067188514629378917 -0.0050575542595174359 0.0017795180521133465 0.0003136870301842912 -0.0031588106295736187 2.0896984926307733e-05 0.00035594517880297723 -0.00019459575208864428 0.00044168407300223492 0.001215273629707669 -0.0001798098706834733 0.0044047432641188301 -0.0040374374337971393 0.0015739363027343423 -0.0015609328895611427 -0.0023860628869191839 0.00046469083012667511 -0.00036912056207244085 -0.0037431332981213931 0.0020939490695586773 -0.00011579220792355375 0.0003946786331598784
leaf_count=29160 31583 84 6019 54 1557 154 2829 1584 38 59 309 268 58 12459 94 8986 10844 1164 5281 27 82 199 428 232 93 722 227 299 11346 5757
internal_value=0 0.00083128 -6.37091e-05 0.00447992 0.0196467 0.00296519 0.0116715 0.0136599 0.0256799 -0.0282285 1.44599e-06 -0.0249771 0.00207033 0.00126915 -0.0470171 -0.0007409 0.00217614 0.00520124 0.00388238 0.00729294 -0.0154078 -0.00721523 -0.0241385 -0.06481 -0.00239606 -0.0205946 -0.0504047 -0.0019888 0.00182103 0.00112072
internal_count=131996 100413 80634 19779 1796 17983 4567 4413 1595 201 13416 648 142 12768 380 74615 27011 18025 16861 11580 736 654 455 286 47604 1042 320 46562 17402 17103
shrinkage=0.05


Tree=72
num_leaves=31
num_cat=0
split_feature=125 43 83 52 16 60 16 62 106 12 48 39 2 26 68 10 32 22 20 101 106 36 99 69 92 50 78 13 14 47
split_gain=0.2848 0.508582 0.358326 0.364673 0.349999 0.453723 0.452927 0.359738 0.353539 0.400621 0.414159 0.402831 0.346764 0.328635 0.32774 0.35126 0.453293 0.325884 0.321738 0.31424 0.570816 0.366454 0.308772 0.307555 0.348847 0.326397 0.339836 0.326326 0.32362 0.302732
threshold=2.2500000000000004 -7.4097999999999997 8.895050000000003 10.233500000000001 3.0855500000000005 -1.3584499999999997 3.1845500000000002 2.9477500000000005 -16.470499999999998 0.36690000000000006 -0.97693499999999989 -1.0308499999999998 -2.8383499999999997 2.2261000000000002 -2.1050499999999999 0.51909000000000016 -0.94447499999999984 5.6260500000000011 17.334500000000002 6.1147000000000009 -0.21846499999999996 2.8972000000000002 -1.6700499999999998 3.0686500000000003 3.0388500000000005 0.48330500000000004 0.65899500000000011 -0.47105499999999995 2.7807500000000007 1.8022500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 3 -2 7 6 -6 8 -3 10 14 19 22 -7 15 -10 -17 -13 -14 -12 23 -22 -11 24 27 26 28 -21 -25 -1
right_child=1 4 -4 -5 5 13 -8 -9 9 12 11 17 18 -15 -16 16 -18 -19 -20 20 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=2.9931284575609086e-06 0.00080594634612633851 -0.0020392591616947135 -0.0032448687673530593 -0.0028566782805137339 0.0030001385675466341 0.0005585816829645772 -0.0011063681993862325 0.00028403401942818217 0.00013522713151354118 9.0214822147566606e-05 0.00033189173138033949 -0.00039439821664126375 -0.00042528564360687772 0.0053652542850209615 0.00037185302407463514 0.0030177391622038113 -0.005149043135847269 0.002473268199246377 0.003632158537072187 -0.0024083346063487753 0.0064517866170993353 0.00039015636395882164 0.0037741395938412654 -0.0013493516313081439 -0.0049503914600368161 -0.0094663726077193321 0.0012239527520968728 0.001561766884361322 -0.0073473114783511222 0.00022707141017570053
leaf_count=63217 2333 265 59 70 74 2911 725 3908 149 149 4197 10662 16877 36 5678 21 89 100 49 86 33 102 92 44 43 21 38 130 46 19792
internal_value=0 -0.0019121 0.0120947 0.0139851 -0.00265331 0.00661545 -0.0145208 -0.00346495 -0.00438443 -0.00413456 -0.00125196 -0.00397197 -0.0077345 0.012346 0.00585022 -0.0289377 -0.0717986 -0.00735504 -0.00827079 0.00370915 -0.0189275 0.0374378 0.0299305 -0.0375777 -0.0167532 -0.073776 -0.0548184 -0.000378433 -0.0882995 0.00112841
internal_count=131996 48987 2462 2403 46525 3746 799 42779 38871 38606 21439 15502 17167 2947 5937 259 110 10762 16926 4740 543 135 241 408 259 149 128 216 90 83009
shrinkage=0.05


Tree=73
num_leaves=31
num_cat=0
split_feature=125 58 59 16 93 3 109 64 81 14 59 24 97 102 72 4 27 3 87 51 17 11 48 27 53 5 84 56 30 8
split_gain=0.263857 0.315859 0.28868 0.361557 0.387069 0.42279 0.362545 0.352406 0.356649 0.344995 0.343941 0.323144 0.402409 0.439059 0.364123 0.359766 0.393637 0.360549 0.345623 0.454979 0.361294 0.443337 0.340678 0.420371 0.399536 0.409653 0.381825 0.415704 0.399177 0.364585
threshold=1.2500000000000002 1.9891000000000003 1.5588500000000003 2.2601000000000004 -0.78683999999999987 1.9527500000000002 -0.77748499999999987 0.22833000000000003 -1.1675499999999996 28.654500000000002 2.0824500000000001 -0.8395999999999999 -3.3400999999999992 4.6921500000000007 -1.57195 0.33426000000000006 -1.1307499999999997 -0.53636499999999987 3.3662500000000004 -1.4855499999999997 -2.0348999999999999 -0.96583499999999989 -1.1770499999999997 1.9018500000000003 0.84989000000000015 -3.0030499999999996 -1.3433499999999998 2.1161000000000008 -3.9983999999999997 1.3664000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 -5 6 -6 8 -7 -8 -10 14 15 22 -2 16 -13 -17 20 -20 21 -16 26 -24 25 -25 27 29 -28 -14
right_child=2 -3 3 4 5 7 9 -9 10 -11 -12 12 13 -15 18 17 -18 -19 19 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=9.7989351219568429e-05 4.0447281644318874e-06 0.00077409769809481336 -0.00032506215977055322 0.0023390661978525125 -0.0064392205732672113 -0.002905216987334913 -5.5901077103889156e-05 -0.00055857792516678941 0.0019625134712140647 -0.0060860830873328579 0.0061327476037937841 -0.0052283694581000502 0.0001814117458486704 0.0019354532275681954 -0.0032453935186640597 0.0054694296248878043 0.00057082573417574175 -0.0013355999648146043 -9.0283742322335168e-05 0.0024121835195005706 0.00029666676091444848 -4.6076564232943886e-05 -0.00012748219477417327 -0.0080648359842598449 -0.0075395364060320651 -0.00034465663112150357 -0.0056976835607834495 0.0040520527251911437 0.00093248325334820299 -0.0024155387544000876
leaf_count=21546 36692 1878 14167 214 23 31 2024 163 281 24 60 109 297 266 160 24 40 103 315 429 12714 335 37861 20 33 122 23 44 1750 248
internal_value=0 0.00304392 -0.000656713 -0.00444291 0.00589766 0.00254036 -0.00393348 0.0276008 0.0445898 -0.00253135 0.0539256 4.55428e-05 -0.00204366 -0.00178537 0.00173439 -0.0400985 -0.0734308 -0.000992202 0.00608258 0.0270534 0.00490139 -0.021604 -0.002052 -0.00277566 -0.0516742 -0.0286401 0.00960131 -0.0124579 0.0169295 -0.0200064
internal_count=131996 23424 108572 16987 2820 2606 2071 535 372 2048 341 91585 40940 40664 50645 276 149 127 13953 744 13209 495 40398 38036 175 142 2362 589 1773 545
shrinkage=0.05


Tree=74
num_leaves=31
num_cat=0
split_feature=87 21 116 5 14 25 36 85 9 86 39 82 69 11 54 62 103 98 76 46 108 70 10 14 14 109 78 48 52 76
split_gain=0.259271 0.308385 0.296459 0.311143 0.483258 0.516985 0.331528 0.329452 0.328943 0.323676 0.399325 0.310965 0.366867 0.326805 0.3233 0.311985 0.306124 0.438024 0.302784 0.294033 0.510296 0.38785 0.304752 0.417736 0.499455 0.458238 0.495262 0.441846 0.37926 0.372245
threshold=5.4430000000000005 4.950400000000001 1.0000000180025095e-35 5.1416500000000012 1088.9000000000003 -3.2097499999999997 -2.0915499999999994 -1.1409499999999999 -2.6960499999999996 -2.0020499999999992 -1.1712499999999999 -0.68296499999999993 -1.3199499999999997 -2.0366499999999994 -0.35563499999999998 -2.8898499999999996 -0.21176499999999998 0.30075500000000005 -1.5573499999999998 5.1038500000000004 10.139500000000002 3.4447500000000004 -4.4730999999999996 18.364500000000003 9.5578000000000021 2.2408000000000006 2.6685500000000002 7.625350000000001 10.233500000000001 -2.3014499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 19 6 -6 -5 -8 -7 10 -9 15 14 -14 -13 -11 17 -16 -15 22 21 -21 28 24 -24 29 -27 -26 -1 -25
right_child=1 -3 -4 4 5 8 7 9 -10 11 -12 12 13 18 16 -17 -18 -19 -20 20 -22 -23 23 25 27 26 -28 -29 -30 -31
leaf_value=0.00037154039791063333 -0.00041166299923652754 0.0042347828366069333 0.00015853416115027051 0.0051454878146094942 -0.0080164803050909988 0.0050023344904184348 0.0015985297505946396 0.00061409068216259277 -0.0036007032673805953 0.0065445960602826536 -0.0076140115824367477 -0.0066873043820831098 -0.0053210339695215231 0.0041902329503357705 -0.0019735614280216398 0.0010173405384127823 -0.0043752927053984344 0.0069439636503202135 0.00013359449813758005 0.0012338930103924595 -0.0059054671021710548 -0.0019466815531179135 -7.0641879295814562e-05 0.001430020363330238 6.5523820089627855e-05 -0.0021376557372695276 -0.01058510070666671 0.0012769778244035679 -0.0017914182286975638 -0.00057098796521404423
leaf_count=5803 4435 36 27494 42 33 20 616 30 25 27 29 36 25 51 40 469 44 21 469 1001 28 106 83486 247 1782 131 20 1303 210 3937
internal_value=0 -0.00748501 0.000262423 -0.000536927 0.0118837 -0.0652602 0.0150523 0.0130652 0.00445738 0.00368106 -0.0686046 0.00728923 -0.00650272 0.00525988 -0.0519681 0.0263644 -0.0239299 0.0219281 0.0106291 -0.000787355 0.0152145 0.0185868 -0.00097475 -0.00143081 -0.000951114 -0.0110104 -0.0651305 0.011544 0.00592001 -0.00905719
internal_count=131996 4471 127525 100031 1977 78 1899 1857 45 1241 59 1182 686 545 141 496 105 61 520 98054 1135 1107 96919 90906 86571 4335 151 3085 6013 4184
shrinkage=0.05


Tree=75
num_leaves=31
num_cat=0
split_feature=119 124 44 23 108 68 100 62 9 16 71 88 7 80 102 10 13 65 100 5 87 108 2 50 1 29 59 29 54 35
split_gain=0.255593 0.326886 0.412317 0.534559 0.473577 0.444676 0.487379 0.453711 0.335227 0.32564 0.39497 0.370163 0.520768 0.488619 0.47002 0.498514 0.413534 0.372164 0.449078 0.343813 0.399551 0.398257 0.358666 0.461635 0.490798 0.333403 0.519103 0.464626 0.400777 0.438603
threshold=1.0000000180025095e-35 7.5000000000000009 -1.4891499999999998 1.7686500000000003 -0.70834499999999989 -1.7241499999999996 -1.5384499999999999 0.071623000000000006 2.4637000000000007 -1.8493499999999998 5.790350000000001 -1.2468499999999996 -0.19004499999999996 -5.6054499999999985 -3.8086499999999996 -1.6300499999999998 -1.17045 13.362500000000002 4.7628000000000013 -2.1259499999999996 3.9076000000000009 -1.7483499999999996 -1.4026499999999997 -2.1049999999999995 -2.3033499999999996 1.5615500000000002 1.1979500000000003 0.84052500000000008 -1.4567499999999998 15.261500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8 -7 10 11 12 13 16 -15 -16 -4 18 -13 20 21 22 23 24 -11 26 -21 28 29 -28
right_child=-2 -3 9 4 -6 8 7 -9 -10 19 -12 17 -14 14 15 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0030225246213376523 -0.0001240600751333988 -0.00012651898382803599 -0.0082132145762443542 -0.0005959107608143841 0.0031528530283694992 -0.0016426080077514716 0.0033379040142470923 -0.0028524238490373701 0.0047335130206885793 -0.0082145510617500327 -0.0019322200774301572 0.0002837039233390877 0.00015280988467777999 0.0015848312712011812 -7.5206786610521482e-05 -0.0012409644595267864 -0.0019956261698658075 -0.0032794253680070769 -0.0036334671331821264 0.00014313878780889634 -0.0015821768345182484 0.00038055622762582931 0.0029387441731483161 0.0013625898237713298 -0.00022874249765221532 0.00042536474311081113 -0.0023045538253928899 5.9889544211405007e-05 -0.00047687195821528031 0.0043609954810772946
leaf_count=62 31583 22993 36 186 154 1122 148 37 21 26 291 6502 3298 234 1644 2074 104 76 74 36493 235 7278 287 604 74 7166 486 4840 3842 26
internal_value=0 0.000780415 0.00176369 -0.0135009 0.0220412 -0.0221947 0.0162813 0.0419968 -0.0305092 0.00211258 -0.00217896 -0.00142326 -0.00629446 -0.0138307 -0.011774 -0.01451 -0.0718887 0.00398836 0.00479248 0.00311509 0.00901645 0.010172 0.0289792 0.0168324 -0.0461011 0.00216556 0.00117086 -0.00554471 -0.0130398 -0.0393214
internal_count=131996 100413 77420 1730 340 1390 247 185 1143 75690 14333 14042 7390 4092 3952 3718 140 6652 6576 61357 8504 8269 991 704 100 52853 45687 9194 4354 512
shrinkage=0.05



feature importances:
log10_cardinality=114
recent_15%_loss_kurtosis=66
all_loss_best_percentile50_ratio=60
all_loss_best_percentile75_ratio=58
top_10%_loss_kurtosis=56
all_loss_skew=56
secondaryLockingMode_random=55
top_30%_correlation_stddev_best_ratio=46
secondaryTopLockingPercentile=41
recent_15%_loss_skew=41
all_loss_kurtosis=38
top_20%_loss_kurtosis=34
resultFilteringMode_random=34
top_20%_correlation_stddev_best_ratio=33
all_loss_stddev_best_ratio=33
recent_15%_loss_best_percentile50_ratio=32
recent_15%_loss_best_percentile75_ratio=28
all_correlation_percentile5_percentile25_ratio=27
recent_15%_correlation_stddev_best_ratio=26
top_20%_correlation_best_percentile75_ratio=26
all_loss_stddev_median_ratio=25
top_30%_loss_kurtosis=25
all_correlation_stddev_median_ratio=25
recent_10_loss_percentile5_percentile25_ratio=25
secondaryCorrelationExponent=23
all_correlation_skew=23
recent_10_loss_kurtosis=22
recent_10_loss_stddev_best_ratio=22
top_30%_loss_skew=22
recent_15%_correlation_best_percentile75_ratio=22
recent_15%_correlation_kurtosis=22
top_10%_loss_skew=21
recent_10_correlation_skew=21
recent_10_correlation_stddev_best_ratio=21
all_loss_percentile5_percentile25_ratio=21
recent_15%_loss_stddev_best_ratio=21
recent_25_loss_percentile5_percentile25_ratio=20
top_30%_correlation_kurtosis=20
recent_25_loss_best_percentile50_ratio=20
recent_25_loss_best_percentile75_ratio=20
top_10%_correlation_stddev_best_ratio=20
top_10%_correlation_stddev_median_ratio=20
top_20%_loss_best_percentile50_ratio=20
recent_10_correlation_kurtosis=20
recent_10_loss_best_percentile50_ratio=20
all_correlation_best_percentile50_ratio=19
all_correlation_stddev_best_ratio=19
top_20%_loss_skew=19
top_20%_loss_percentile5_percentile25_ratio=19
top_10%_correlation_percentile5_percentile25_ratio=19
top_10%_correlation_best_percentile50_ratio=19
recent_25_loss_best_percentile25_ratio=18
recent_15%_correlation_stddev_median_ratio=17
all_correlation_kurtosis=17
recent_15%_correlation_skew=17
top_20%_correlation_percentile5_percentile25_ratio=16
all_correlation_best_percentile75_ratio=16
recent_10_loss_best_percentile75_ratio=16
all_loss_best_percentile25_ratio=16
top_30%_correlation_skew=16
recent_25_correlation_best_percentile75_ratio=16
recent_25_correlation_skew=15
top_30%_loss_best_percentile50_ratio=15
recent_10_loss_skew=15
top_30%_correlation_percentile5_percentile25_ratio=15
recent_10_loss_stddev_median_ratio=15
recent_25_correlation_stddev_best_ratio=14
recent_10_loss_best_percentile25_ratio=14
top_10%_loss_best_percentile75_ratio=14
recent_15%_loss_stddev_median_ratio=14
top_10%_correlation_kurtosis=13
recent_10_correlation_percentile5_percentile25_ratio=13
top_20%_loss_best_percentile25_ratio=13
top_30%_loss_percentile5_percentile25_ratio=13
top_30%_loss_stddev_median_ratio=13
recent_25_correlation_percentile5_percentile25_ratio=13
recent_25_loss_stddev_median_ratio=12
top_20%_correlation_best_percentile50_ratio=12
recent_25_correlation_best_percentile25_ratio=11
top_20%_correlation_kurtosis=11
recent_15%_loss_best_percentile25_ratio=11
recent_15%_correlation_best_percentile50_ratio=11
recent_15%_loss_percentile5_percentile25_ratio=10
all_correlation_best_percentile25_ratio=10
recent_25_loss_skew=10
recent_10_correlation_best_percentile25_ratio=10
top_30%_correlation_best_percentile25_ratio=10
top_10%_correlation_best_percentile75_ratio=10
secondaryLockingMode_top=10
recent_25_correlation_best_percentile50_ratio=10
resultFilteringRandomProbability=10
recent_10_correlation_best_percentile75_ratio=9
top_20%_correlation_best_percentile25_ratio=9
top_10%_loss_percentile5_percentile25_ratio=9
recent_25_correlation_kurtosis=9
top_10%_loss_best_percentile25_ratio=9
top_20%_correlation_skew=8
recent_15%_correlation_best_percentile25_ratio=8
recent_15%_correlation_percentile5_percentile25_ratio=8
recent_10_correlation_best_percentile50_ratio=8
recent_25_loss_stddev_best_ratio=8
top_30%_loss_best_percentile75_ratio=8
recent_25_loss_kurtosis=7
top_10%_loss_best_percentile50_ratio=7
top_10%_correlation_best_percentile25_ratio=7
top_30%_loss_stddev_best_ratio=7
top_30%_loss_best_percentile25_ratio=7
top_20%_correlation_stddev_median_ratio=7
top_20%_loss_best_percentile75_ratio=7
top_20%_loss_stddev_best_ratio=6
top_10%_loss_stddev_median_ratio=5
top_30%_correlation_best_percentile50_ratio=5
recent_10_correlation_stddev_median_ratio=5
top_10%_correlation_skew=4
top_30%_correlation_best_percentile75_ratio=3
resultFilteringMode_age=3
resultFilteringMode_none=3
top_20%_loss_stddev_median_ratio=3
recent_25_correlation_stddev_median_ratio=3
top_30%_correlation_stddev_median_ratio=2
resultFilteringMode_loss_rank=2
top_10%_loss_stddev_best_ratio=2
resultFilteringLossRankMultiplier=1

pandas_categorical:null