tree
version=v2
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=128
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 secondaryFixedProbability secondaryCutoff
feature_infos=[-9.0793999999999997:106.40000000000001] [-6.1543999999999999:907.00999999999999] [-4.2420999999999998:4891.5] [-4.0632000000000001:42.643000000000001] [-11.725:138.13999999999999] [-12.686:13.845000000000001] [-15.976000000000001:11.5] [-5.9271000000000003:1428.2] [-92019:46103] [-76234:115450] [-15884:122060] [-2.3426:70.739999999999995] [-81702:47027] [-8.2988:19.844000000000001] [-537830:1444500] [-78181:1104700] [-4.9066000000000001:5.7077999999999998] [-4.2309000000000001:1690.3] [-2.4914999999999998:363.81999999999999] [-2.2536:422.11000000000001] [-2.5891000000000002:34.893999999999998] [-5.0574000000000003:1705.5] [-9.4838000000000005:11.569000000000001] [-15.170999999999999:8.0465] [-2.4289999999999998:353.56] [-15750:17733] [-24245:129280] [-29342:94593] [-1.7628999999999999:2.0127000000000002] [-12687:18631] [-6.274:1.8354999999999999] [-378090:1398600] [-339220:1724900] [-4.3403:8764.7999999999993] [-2.6692:4616.3000000000002] [-2.3054999999999999:8748.2999999999993] [-2.5735000000000001:33.960000000000001] [-5.2473000000000001:9928.8999999999996] [-11.114000000000001:11.558] [-14.411:7.4763999999999999] [-2.6036000000000001:4298.5] [-25805:15193] [-71151:398300] [-232340:102990] [-1.6065:49.856000000000002] [-23318:13028] [-7.5063000000000004:12.785] [-779600:1158500] [-3854900:1321600] [-4.9035000000000002:9369.6000000000004] [-3.0550999999999999:3670.5] [-2.6476999999999999:4790.8000000000002] [-2.8029999999999999:42.148000000000003] [-6.0103999999999997:9025.7999999999993] [-10.73:12.619999999999999] [-13.798999999999999:7.9203999999999999] [-2.8595999999999999:3237.1999999999998] [-110400:32742] [-54569:50533] [-25601:21684] [-1.9413:3.7551999999999999] [-121220:7508.6000000000004] [-9.4586000000000006:3.0712000000000002] [-777050:1005600] [-4907700:2416500] [-3.5528:6421.6000000000004] [-2.3841000000000001:3859.3000000000002] [-1.8844000000000001:2265.0999999999999] [-2.2686999999999999:28.308] [-4.1837:6406.6000000000004] [-13.297000000000001:10.804] [-13.407999999999999:6.319] [-2.3730000000000002:3342.0999999999999] [-22397:39663] [-37882:31527] [-54135:285190] [-3.0364:128.66999999999999] [-21922:40673] [-24.335000000000001:19.193000000000001] [-555170:366600] [-27388:44588] [-3.9630000000000001:22230] [-2.3159000000000001:13472] [-1.9112:3249.8000000000002] [-2.4296000000000002:30.291] [-4.7637999999999998:13939] [-14.045:11.15] [-14.471:7.2553999999999998] [-2.3260000000000001:9986.7999999999993] [-80788:9101.8999999999996] [-96031:28600] [-78856:27997] [-3.8111000000000002:275.38999999999999] [-38099:9126.2999999999993] [-36.381999999999998:30.282] [-440240:271940] [-31583:88057] [-4.4935999999999998:76437] [-2.3953000000000002:17238] [-2.0042:18072] [-2.6255999999999999:30.370000000000001] [-5.4583000000000004:76103] [-11.244999999999999:10.606999999999999] [-14.869999999999999:7.6917] [-2.3576999999999999:17510] [-63240:23966] [-27011:25286] [-308980:655530] [-4.2102000000000004:378.39999999999998] [-85724:27764] [-41.186:32.061] [-557080:1121200] [-23140:353280] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [-3:4] [-3:4] [-3:0.90000000000000002] [-3:10] [1:3] [-3:1.8] [-3:0.75] [-1:1]
tree_sizes=2554 2662 2671 2659 2666 2668 2678 2677 2694 2664 2692 2696 2671 2688 2714 2693 2709 2705 2697 2698 2667 2705 2723 2693 2700 2713 2708 2688 2679 2725 2717 2712 2727 2714 2705 2712 2715 2685 2684 2717 2715 2714 2686 2697 2659 2731 2703 2720 2722 2702 2691 2705 2705 2696 2701 2709 2703 2695 2709 2682 2732 2689 2708 2707 2682 2708 2687 2700 2714 2708 2707 2689 2699 2702 2699 2680 2697 2691 2683 2737 2700 2713 2679 2706 2691 2682 2705 2686 2690 2704 2714 2703 2678 2669 2670 2713 2683 2677 2705 2731

Tree=0
num_leaves=31
num_cat=0
split_feature=92 71 59 44 44 128 99 44 128 65 78 78 128 74 69 126 10 50 56 27 44 125 64 111 9 78 78 65 87 128
split_gain=4392.79 965.362 440.163 228.226 209.996 170.464 105.911 78.2754 74.9152 70.3826 62.7152 63.2513 59.137 57.7277 55.7801 43.95 41.8019 33.9776 31.9536 27.7372 27.6837 26.6982 25.2905 25.0107 22.5461 21.6655 41.0141 20.8291 19.8971 19.4779
threshold=-3.5404999999999993 3.6759500000000007 -0.82724999999999993 -0.72895499999999991 -0.72895499999999991 -0.54999999999999993 -1.8596999999999999 -0.72895499999999991 -0.44999999999999996 -1.6324499999999997 1.4713500000000004 1.5119500000000003 -0.54999999999999993 -49.646499999999996 -1.8065499999999999 1.3 0.90849500000000016 -1.3961499999999998 -2.0766999999999993 -3.6852499999999995 -0.72895499999999991 1.7500000000000002 -1.5869499999999996 1.2536500000000002 -3.7642499999999997 1.5118500000000001 1.5344500000000003 -1.6324499999999997 3.4329500000000004 0.65000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 10 8 15 13 9 27 16 -3 17 24 19 18 20 -7 -12 -10 -1 -4 -17 -11 29 -6 -20 -27 -2 -8 -9
right_child=1 3 5 -5 12 7 28 23 14 22 11 -13 -14 -15 -16 21 -18 -19 25 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.4784481325817069 1.5002946130168384 1.5074368890311838 1.5120693314874256 1.5155636656418148 1.5073778904915536 1.5156166964014695 1.4932089009827965 1.5195164491453337 1.5158341683181153 1.5188563703389617 1.5014519581171717 1.5083376049218193 1.5156765079452927 1.4995997005970885 1.5117281355631189 1.5079718238131539 1.5069560791612582 1.4952303563408784 1.5089921655517156 1.4841885913137707 1.5156284958636168 1.5139568563036261 1.5155090384653724 1.5162393835777805 1.5127061348632451 1.4983801184551362 1.5094257116499112 1.5058644855854666 1.4866493424983533 1.517566548756409
leaf_count=3580 2591 2400 7672 2863 3113 2392 4187 44802 726 8891 3192 1449 21706 482 12838 4717 3337 7022 1907 5105 18979 3080 15446 9770 5481 2304 1323 4766 1597 17934
internal_value=0 0.0371666 0.0571716 -0.191859 -0.0168823 0.0878454 -0.52378 0.108286 -0.0819808 0.0653869 -0.244252 -0.274546 0.0399554 -0.590635 -0.0489524 0.0269819 -0.0343346 -0.302283 -0.126346 -0.60933 0.0463018 -0.0390555 0.0888617 0.126075 -0.0302549 -0.152224 -0.197593 -0.167719 -0.417821 0.133404
internal_count=225652 210701 193775 16926 56755 137020 14951 102572 26455 30066 14063 11663 30300 9167 19098 34448 5729 10214 6260 8685 26651 7797 24337 72506 8594 5534 3627 7357 5784 62736
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=92 76 76 76 128 112 87 10 115 128 86 128 1 126 127 128 127 27 1 66 59 115 11 115 77 58 128 1 16 58
split_gain=3964.49 1600.35 403.329 228.083 225.487 120.141 80.9908 74.767 61.7353 54.0785 44.8733 42.7517 34.8741 33.7726 56.2013 32.1469 30.919 27.7932 27.0686 26.5061 22.729 19.9025 19.3139 19.1096 18.9978 18.0356 16.9157 16.105 15.7548 15.4382
threshold=-3.5404999999999993 -3.0362999999999993 -1.5781499999999997 -1.5782499999999999 -0.6499999999999998 1.2232500000000004 3.1331500000000005 -2.6363499999999997 1.0000000180025095e-35 -0.44999999999999996 1.7308500000000002 -0.44999999999999996 -1.36805 1.3 0.67500000000000016 -0.34999999999999992 0.52500000000000013 -4.0373499999999991 -0.68474499999999983 -1.7299999999999998 -3.1136999999999992 1.0000000180025095e-35 -1.3106499999999996 1.0000000180025095e-35 -1.5816499999999998 -1.7118499999999999 0.55000000000000016 -1.5378499999999999 -1.3304999999999998 -3.3835499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 3 11 7 16 10 19 15 -5 -1 29 -11 14 -9 -2 23 -8 -17 -4 22 -14 -7 -6 -12 -13 -18 -10 -28 -3
right_child=1 2 4 9 5 20 17 13 27 12 24 25 21 -15 -16 18 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.017938946951760189 -0.016792271077205802 -0.0093025581535259513 -0.0018955341666522952 -0.011901467828595176 0.0070022483020819913 -0.0039203070730099666 -0.031239157644988691 0.0037987825468472711 -0.014448584383353592 -0.00058335903722815034 -0.032806748495723057 -0.00013337852883380977 -0.0054464551923532204 -0.0016907212658927588 -0.0018947407980679353 -0.0074908095653290338 0.0055296386228124994 -0.025620197231218375 -0.013408225390027478 -0.0086212331671946443 0.0030210786592560885 -0.011563790050550991 0.0014281943296949968 0.0052331688235458225 -0.012074381118873136 0.0044302543630522547 0.00028080110745035489 -0.02228567806435541 0.0041448305880377404 -0.0010676229360729551
leaf_count=4500 3140 654 3600 3804 43002 2315 3456 17205 888 3193 808 2835 6039 6610 5794 3450 17400 6059 4394 2470 21829 1705 6231 23666 128 9160 3475 2504 10952 4386
internal_value=0 0.0353082 0.0588916 -0.0442515 0.0788095 0.0982875 -0.497591 0.00845645 -0.286756 -0.135328 -0.400216 0.0345601 -0.099607 0.0291832 0.0472889 -0.25034 0.115243 -0.553222 -0.216112 -0.092647 0.0433058 -0.135866 -0.0004129 0.127485 -0.599431 0.0670329 0.0896005 -0.40468 0.0642822 -0.0427241
internal_count=225652 210701 196325 31776 164549 128870 14951 35679 14376 14741 5436 17035 10937 29609 22999 10984 98495 9515 7844 6070 30375 7744 8546 66668 936 11995 31827 3392 14427 5040
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=0
split_feature=77 76 76 76 128 112 99 71 10 115 128 128 119 5 128 5 66 126 127 5 10 16 13 108 47 58 58 1 58 5
split_gain=3531.44 1498.71 367.105 205.098 202.9 103.588 89.3741 71.5938 66.4518 59.3594 49.0675 38.8669 37.6079 34.7334 30.8834 27.9038 25.325 24.9076 39.4212 24.6371 23.6485 22.8185 18.7044 17.6575 16.6888 15.9024 14.8352 14.5699 13.8333 13.2825
threshold=-101.50499999999998 -3.0362999999999993 -1.5781499999999997 -1.5782499999999999 -0.6499999999999998 1.2232500000000004 -1.8596999999999999 -13.094499999999998 -1.2520499999999999 1.0000000180025095e-35 -0.44999999999999996 -0.44999999999999996 1.0000000180025095e-35 -0.71140999999999999 -0.34999999999999992 -1.0529499999999998 -1.7692499999999998 1.3 0.67500000000000016 0.73559500000000011 0.87461500000000003 -1.3304999999999998 -0.81637499999999996 -1.9158499999999996 -0.78357499999999991 -1.7118499999999999 -2.8643499999999995 -1.5378499999999999 -3.3835499999999996 -1.0918499999999998
decision_type=2 2 2 2 2 2 2 2 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 9 3 11 8 12 7 20 16 14 -5 28 21 -12 -2 -16 -4 18 -10 -7 -1 -6 -23 24 -8 -13 -21 -11 -3 -18
right_child=1 2 4 10 5 19 23 -9 17 27 13 25 -14 -15 15 -17 29 -19 -20 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.029364000161965966 -0.015936463323021007 -0.008830866025063706 -0.00081320635891542897 -0.011287435313011136 0.0033065178324633705 0.00324760772029239 -0.016750370693600209 -0.0038194750159075766 0.0039659114962037464 -0.013854107032470054 -0.0014607566675243992 -8.267545676856136e-05 0.0069995317220747548 -0.0071441992613207068 -0.0063604366673491071 -0.012416188399516796 -0.0015010027390497361 -0.0011241825124512536 -0.0012742183402033199 -0.0020226651363675131 -0.023847584738770116 0.003533633683388695 0.0058734234121557869 -0.0006188435084892043 -0.022292224688827994 0.0042088959775983007 0.0017045154014312535 -0.021132461099035067 -0.0010256535292357566 -0.007522126520483308
leaf_count=5882 3265 652 6204 3813 17723 18698 3174 330 14695 932 4712 2824 28966 6259 3013 5160 1294 5503 4749 4294 2901 10793 40944 132 2375 9161 7058 2622 4389 3135
internal_value=0 0.0331363 0.0564609 -0.0418565 0.0755243 0.0940314 -0.47229 -0.533658 0.0086971 -0.271592 -0.128027 0.0329671 0.109721 -0.0940637 -0.236517 -0.203674 -0.0574989 0.0369114 0.0537213 0.0426415 -0.550839 0.097098 0.107706 -0.373848 -0.382446 0.0639536 0.00589349 -0.384476 -0.0407035 -0.115259
internal_count=225652 210858 195866 31810 164056 128476 14794 9113 35580 14992 14784 17026 98426 10971 11438 8173 10633 24947 19444 30050 8783 69460 51737 5681 5549 11985 11352 3554 5041 4429
shrinkage=0.05


Tree=3
num_leaves=31
num_cat=0
split_feature=92 44 69 51 58 112 99 119 78 78 71 16 119 63 71 54 43 26 43 127 126 71 99 127 126 125 51 35 103 127
split_gain=3229.39 750.113 507.155 188.506 145.259 107.518 83.5109 62.9907 57.322 55.4838 44.2218 34.3389 32.3734 29.1677 27.2918 23.878 23.3593 22.7957 19.7157 17.4178 17.5091 16.8302 15.9405 15.7155 22.0315 15.5486 15.2061 17.1417 15.1741 14.6687
threshold=-3.8109999999999995 -0.72895499999999991 -1.9155999999999997 -1.9593499999999999 -1.7607499999999996 1.1486500000000002 -1.8596999999999999 1.0000000180025095e-35 1.4713500000000004 1.5119500000000003 2.0024500000000005 -1.3304999999999998 1.0000000180025095e-35 -1.5257499999999997 3.6759500000000007 -2.1162499999999995 -7.506149999999999 -4.4659499999999985 1.5120500000000001 0.67500000000000016 1.3 2.5534500000000002 -1.5156499999999997 0.67500000000000016 1.3 1.2500000000000002 -1.9872999999999998 -1.8397499999999998 -0.93369499999999983 0.52500000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=-0.028818460684942218 0.0018392937543994738 0.0032813100860534157 0.00016195125182984408 -0.0046911359848919344 0.0045948032965693391 -0.0048283309420677515 -0.015825379671956626 0.0068911021130305342 -0.010191220676970501 -0.0049713115439226387 -0.0015953752418128551 0.0056269577595345109 0.0044038858038909509 0.0022118491433863329 -0.0092532657354376189 -0.016257169034693444 0.0026082870457530601 -0.023690654021783237 -0.0017509253946034417 0.0028831992534907075 0.00023818291928053606 -0.0078402355775266646 -0.01181265389330835 -0.0013972801674473412 -0.0017448577270041271 0.0046906412993932911 -0.006039401337474405 -0.0019128245421750679 -0.021095914433728127 0.00051760317388485275
leaf_count=4182 4121 12745 2895 3547 12064 1884 2931 24891 4832 2560 7626 33631 6864 18720 2040 5360 13801 4499 3771 11040 3063 504 3235 5387 3682 5449 4970 5098 2557 7703
internal_value=0 0.0309651 -0.0443654 -0.165846 0.00695762 0.0780498 -0.462177 0.0943329 -0.208828 -0.234344 0.0370159 0.0796314 0.0273116 0.0522268 -0.0775514 -0.260068 0.0104619 -0.523219 0.0309484 0.0930221 0.102285 0.0156897 -0.291687 0.0192788 0.0338299 0.0617689 -0.0606319 -0.0789976 -0.365621 0.0448038
internal_count=225652 211483 81343 24159 57184 130140 14169 98522 19534 15987 42181 73631 31618 34555 15003 13427 24754 8681 22491 53183 42143 4625 8595 22870 17483 8512 12963 10068 5488 20448
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=0
split_feature=92 76 76 76 112 74 99 119 16 119 10 11 5 5 58 10 43 5 119 114 122 114 122 5 31 91 121 99 44 13
split_gain=2914.67 1145.36 304.291 171.772 136.769 82.3433 76.094 73.371 38.1718 37.3095 39.65 30.1162 30.0134 28.182 22.6612 21.5239 21.4517 18.0768 16.8327 16.6166 16.469 15.2792 17.4226 15.0562 14.9024 14.6835 14.5814 13.6023 13.2354 12.3821
threshold=-3.2936499999999995 -3.0362999999999993 -1.5781499999999997 -1.5782499999999999 1.4653500000000002 -49.646499999999996 -1.8596999999999999 1.0000000180025095e-35 0.83769000000000016 1.0000000180025095e-35 -4.5484499999999999 -1.2930499999999998 -1.0529499999999998 -0.71140999999999999 -1.40445 -1.5427499999999996 -3.8989499999999997 -1.0683499999999999 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.1983500000000002 -0.44252999999999992 -23.459999999999997 1.0000000180025095e-35 -1.4829999999999999 0.75537500000000013 -1.42275
decision_type=2 2 2 2 2 2 2 2 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 12 3 14 7 6 16 8 17 10 11 25 -2 18 -3 -10 -1 -4 -5 27 -21 26 -23 -12 -8 -6 -15 -14 -17 -19
right_child=1 2 4 13 9 -7 24 -9 15 -11 23 -13 19 21 -16 28 -18 29 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.028478237795297869 -0.0093114422165022585 -0.0016022844960648644 0.0038689004381030762 -0.0052046244418714836 -0.0046905276959571321 -0.0098066411092949547 -0.014698221363420789 0.0061977119046943835 0.00065495731324355215 0.0036933004938033143 0.0012266885568788777 -0.0027199620913823793 -0.017136080763695796 -0.011072895530069146 0.0025468320312217779 0.0042708968778451288 -0.023154708594288143 -0.00018978469959407483 0.00028923385833078401 -0.0035107292396866761 -0.013030909812276035 0.0030345740554233395 -0.007134976911359195 -0.0014731984134112692 -0.019903833055076557 -0.019503990653522162 -0.0060812453205997081 -0.012309207396200681 0.0063131065618948073 0.0024104329681427679
leaf_count=2785 5232 4459 21275 4386 254 1549 2703 32994 2922 7935 17722 2073 4111 3745 12562 18750 5904 5300 2044 621 1692 600 1413 7287 2798 490 2401 2263 13753 33629
internal_value=0 0.0311203 0.0508052 -0.0390494 0.0680837 -0.415056 -0.438954 0.083293 0.0692641 0.0133798 -0.00386879 -0.116342 -0.246064 -0.118673 0.0291977 0.0953097 -0.49722 0.0539384 -0.0691642 -0.282101 -0.209498 -0.157691 -0.0820763 0.00880017 -0.34692 -0.288934 -0.182457 -0.308447 0.1027 0.0411285
internal_count=225652 209913 195994 31610 164384 15739 14190 128623 95629 35761 27826 2817 13919 14589 17021 35425 8689 60204 6430 8687 2313 8159 2013 25009 5501 744 6146 6374 32503 38929
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=0
split_feature=92 76 76 128 76 112 9 103 115 128 92 128 5 128 119 27 119 54 5 126 5 5 39 5 115 115 126 115 8 14
split_gain=2630.5 1068.59 278.713 177.565 156.29 79.3371 57.5955 54.8234 49.5065 44.0173 37.0916 34.6031 28.5375 26.351 26.328 26.0768 23.5166 21.9723 21.444 21.2938 19.754 18.1451 14.3627 13.8889 12.9451 12.9357 12.2665 12.2255 11.7891 11.7686
threshold=-3.5404999999999993 -3.0362999999999993 -1.5781499999999997 -0.6499999999999998 -1.5782499999999999 1.2232500000000004 -1.2054499999999997 -0.7532549999999999 1.0000000180025095e-35 -0.44999999999999996 -3.8109999999999995 -0.44999999999999996 -0.69016499999999981 -0.34999999999999992 1.0000000180025095e-35 -3.6852499999999995 1.0000000180025095e-35 -2.1162499999999995 0.64707500000000018 1.5000000000000002 2.7842500000000006 1.09555 -0.38320499999999996 -0.62156999999999984 1.0000000180025095e-35 1.0000000180025095e-35 1.3 1.0000000180025095e-35 -4.2130499999999991 65.244000000000014
decision_type=2 2 2 2 2 2 2 2 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 8 4 6 11 14 16 -1 13 -6 15 28 25 -2 21 -9 20 -15 -7 -8 26 24 -17 -13 -5 -11 -4 -14 -3 -22
right_child=1 2 3 5 9 18 19 10 -10 12 -12 23 27 17 -16 22 -18 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014868960603998106 -0.013960774753266458 -0.0085745620838633616 -0.0017205547224129801 0.0053777012486776752 -0.010287890957421638 0.0029302006354466996 0.0020079105213309501 -0.025699034280516321 -0.017000586139137047 0.0002135325597125057 -0.0092247176985598769 0.0050186052378977299 -0.0050909925758752042 -0.0050739553459685227 0.0060480713487133372 -0.01695235234967965 0.0045380714003700178 -0.010560669417096914 0.00021099326261376077 -0.0020132599158538709 -0.0074378355678969199 0.0030237790408782061 -0.022116118020928707 0.0015102148039546689 0.003660787462302615 -0.0062188174115095701 -0.0061890996125401167 -0.010433366679104239 -0.0011968102850223759 -0.020495118242779786
leaf_count=3579 3140 617 6018 31798 3804 18417 21454 4180 3392 3756 544 4537 4817 2888 29001 1876 932 4956 11958 3889 1120 20928 4772 7458 16768 987 2062 1377 4423 204
internal_value=0 0.0287608 0.0480318 0.0645892 -0.0377093 0.0818739 0.00215815 -0.40532 -0.234412 -0.113101 -0.439291 0.0275299 -0.0808741 -0.201801 0.0956528 -0.452092 -0.0607549 -0.170811 0.0371941 0.0278169 -0.0757712 0.0850911 -0.413179 0.0567446 0.0956983 -0.0225003 -0.0572184 -0.125573 -0.042 -0.188994
internal_count=225652 210701 196325 164549 31776 128870 35679 14951 14376 14741 11372 17035 10937 10984 98495 10828 10336 7844 30375 25343 9404 69494 6648 11995 48566 4743 8080 6194 5040 1324
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=0
split_feature=92 76 76 76 9 75 99 119 119 127 13 14 4 50 59 11 9 114 122 4 72 39 114 122 121 17 63 76 11 119
split_gain=2375.27 932.721 247.783 139.883 121.393 66.9314 64.0514 51.7028 44.7979 33.264 29.6085 37.9454 26.5388 26.1105 21.0723 20.0358 18.3849 17.5387 15.2974 15.0623 14.8961 14.0739 13.4081 14.7055 14.2844 11.9153 11.5437 10.625 10.4293 10.2816
threshold=-3.2936499999999995 -3.0362999999999993 -1.5781499999999997 -1.5782499999999999 -1.5560499999999997 -40.525999999999989 -1.8596999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.67500000000000016 -1.31185 14.199500000000002 -0.90048499999999987 -1.5029499999999996 -1.1676499999999999 -0.93810999999999989 -1.0058499999999999 1.0000000180025095e-35 1.5000000000000002 1.5132000000000001 -1.5821499999999997 0.81538500000000014 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 -2.1201999999999992 -1.4595499999999999 -2.2446999999999995 0.91808500000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 13 3 14 8 6 16 9 10 15 11 -4 -5 -2 -3 -6 -1 29 -19 -12 -13 26 24 -24 -14 -17 -8 -16 -9 -15
right_child=1 2 4 12 7 -7 21 28 -10 -11 19 20 22 17 27 25 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024861459675121062 -0.0073383641796986076 -0.0014668536242615552 -0.0018692805967988888 -0.0027114878331567106 0.0020273462254123231 -0.0088620552669811115 -0.010881216225096409 0.004805903351967112 0.0038320213802187919 0.0013550244127667104 0.001199400405785029 -0.0050436895131839047 -0.010034747575006383 -0.015017905334785298 -0.00010129863789532126 0.0015385545619868957 -0.020259073838208089 -0.0028174680615351958 -0.011200108872614689 -0.0018202709445099563 -0.018698229410284355 -0.020577905139901365 0.0027574713080416344 -0.0063181194802869704 -0.0053049838395003539 0.0042829384336921959 -0.016232000908505496 0.0032921579896469213 0.0066347662117534449 -0.011267715782048882
leaf_count=4201 3462 4855 5459 5754 14614 1548 1574 19930 8196 19158 17439 330 4064 4734 3093 4254 4488 748 1998 5411 506 1125 634 1508 2629 56284 2803 9073 12803 2977
internal_value=0 0.0280935 0.0458574 -0.0352259 0.0614492 -0.374687 -0.396225 0.076182 0.0113248 0.0642971 -0.0070429 -0.0677685 -0.10708 -0.222041 0.0263614 0.0737794 -0.449685 -0.246962 -0.178334 0.00968653 -0.266166 -0.311797 -0.1415 -0.0726376 -0.163538 0.0818018 -0.286156 0.0485886 0.110425 -0.271401
internal_count=225652 209913 195994 31610 164384 15739 14191 127043 37341 94310 29145 6295 14589 13919 17021 75152 8689 10457 2746 22850 836 5502 8835 2142 6693 60538 4377 12166 32733 7711
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=0
split_feature=92 76 76 128 76 112 87 10 115 128 128 103 16 5 128 128 72 5 5 26 115 126 74 115 59 35 55 16 5 50
split_gain=2143.68 841.781 223.624 157.669 126.245 61.9235 61.7535 56.9915 41.6189 39.25 31.0273 27.7295 26.1334 23.0365 22.9536 20.6118 19.9791 18.2726 18.1308 17.7022 16.4494 15.1606 14.8716 14.726 13.7079 13.4771 13.0176 12.6431 12.6264 10.7214
threshold=-3.2936499999999995 -3.0362999999999993 -1.5781499999999997 -0.54999999999999993 -1.5782499999999999 0.81061000000000016 3.1331500000000005 -1.9045499999999997 1.0000000180025095e-35 -0.34999999999999992 -0.44999999999999996 3.5640500000000004 0.83769000000000016 -2.2917499999999995 -0.34999999999999992 0.65000000000000002 -2.3594499999999994 0.73559500000000011 -1.0529499999999998 -6.6906499999999989 1.0000000180025095e-35 1.3 -49.646499999999996 1.0000000180025095e-35 -2.2208499999999995 -1.7667499999999998 -0.8062649999999999 -1.3581999999999999 -0.62156999999999984 -1.4727499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 4 7 10 15 11 16 14 -6 -3 22 21 -11 -2 20 -4 -7 -16 -8 -5 -9 25 -15 -19 -1 -18 -17 -12 -10
right_child=1 2 3 5 9 17 19 12 29 13 28 -13 -14 23 18 27 26 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.023368596604350284 -0.012704210595776148 -0.002041091567395082 -0.001203542430076241 0.0056325927548353596 -0.0091199369779376548 0.0029418242883768298 -0.023557508095894866 0.00097090143862792384 -0.010707005757787047 0.0014054700627713979 0.0047178894388294123 -0.022861397040368832 0.0032144797239919403 -0.003466317542572127 -0.0043583862159621099 0.0013623617708784762 -0.0092972284964915001 -0.0015491116062633151 -0.0094226216452534522 -0.018885104023149187 0.0039363744550632391 -0.0022251282324368617 -0.0078723993569856741 -0.008562300923829343 0.0018020974199549978 -0.013188020791590958 -0.0034287274931254046 0.0039702625540781718 0.0013708936594711465 -0.017184037701411792
leaf_count=356 3035 5036 5751 40117 4267 21197 2903 16669 869 1996 4530 752 11492 6514 2795 6151 1603 4832 4807 6719 22204 4773 1266 1812 8281 3743 2302 19012 7455 2413
internal_value=0 0.0266888 0.0435646 0.0583768 -0.0334646 0.0766908 -0.355952 0.00600435 -0.210939 -0.101726 0.0250433 -0.277392 0.0258118 -0.0683766 -0.180565 0.0908117 -0.0615534 0.0406853 -0.151213 -0.405896 0.100565 0.00518927 -0.252184 -0.0915073 0.0113443 -0.281444 -0.116755 0.0666554 0.0527193 -0.309381
internal_count=225652 209913 195994 164384 31610 121794 15739 42590 13919 14589 17021 6117 32934 10322 10637 87484 9656 34310 7602 9622 62321 21442 5365 8326 13113 4099 3905 25163 11985 3282
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=0
split_feature=73 76 76 76 9 103 119 115 119 108 5 16 115 59 4 13 127 59 5 59 5 13 108 98 16 99 76 31 79 125
split_gain=1912.02 817.101 206.311 113.93 94.9326 50.2467 45.4499 43.0229 39.309 32.4328 31.3301 30.9385 29.6412 20.3897 19.9114 19.8776 18.8759 18.6385 17.5465 15.1953 13.0352 12.8047 11.1246 12.1573 9.94677 9.86761 9.73929 9.72207 9.69656 9.82794
threshold=-72.567999999999984 -3.0362999999999993 -1.5781499999999997 -1.5782499999999999 -1.5560499999999997 -0.71094999999999986 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.5452499999999996 1.1983500000000002 -0.33870499999999998 1.0000000180025095e-35 -0.8587999999999999 -0.12368499999999998 1.2996500000000004 0.67500000000000016 -1.1676499999999999 -1.1863499999999998 -5.9183499999999993 3.1348500000000006 -1.6747499999999997 -1.3617499999999996 -2.0945999999999998 0.50808000000000009 -1.6043499999999999 -2.2446999999999995 21.120500000000003 2.5368000000000008 1.2500000000000002
decision_type=2 2 2 2 2 2 2 2 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 7 3 17 8 22 11 18 10 13 21 16 14 -7 -5 20 28 -3 -2 -12 -13 27 23 -1 25 -8 -19 -4 29 -6
right_child=1 2 4 12 6 9 24 -9 -10 -11 19 15 -14 -15 -16 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.022604490398756557 -0.0058785747483306441 -0.0014310671873244826 -0.0016182687432964003 -0.0017864570030035295 0.00089026295722304362 -0.02108133544714472 0.0033980115823084669 -0.014831412941085562 0.0036548763897696623 -0.0040993162751291994 -0.0076827891532971959 0.00319932416678011 -0.0091253552593262306 -0.01659492352867965 -0.0059452197674280272 0.0048032098043544365 -0.00042458750196408437 -0.00018784069054271518 -0.0099781990975725942 -0.0019339506969039289 -0.00013885249320509628 0.0012625366294656258 -0.0014890903401873711 -0.012004649007736817 0.0060863033714426929 0.0057221195702041342 0.0030598829354428238 -0.014406188222680503 -0.00095725992789207895 0.0030859763866071441
leaf_count=296 4031 4853 2787 6426 6589 6903 11534 3554 8059 356 1379 30023 3137 4000 5213 22312 7608 3096 7404 6905 3240 17591 227 3141 13636 7561 9074 157 2065 22495
internal_value=0 0.0244958 0.0417273 -0.0319882 0.0560256 -0.345908 0.0689896 -0.200528 0.0113583 -0.37901 -0.00590659 0.057849 -0.096235 -0.388708 -0.0729826 0.0729726 0.0361627 0.0237782 -0.17066 -0.0578187 0.0574833 0.0150352 -0.24419 -0.25835 0.101097 0.0863657 0.0446735 -0.0460047 0.0470694 0.0517707
internal_count=225652 210729 195740 31799 163941 14923 127063 14989 36878 11259 28819 94332 14776 10903 11639 55575 38757 17023 11435 8284 33263 20535 3664 3437 32731 19095 12170 2944 31149 29084
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=0
split_feature=92 71 58 128 78 13 78 39 126 127 11 115 128 125 35 128 16 11 43 128 14 5 7 66 57 71 43 43 51 47
split_gain=1748 408.235 198.816 125.539 64.6545 59.294 55.16 40.8598 38.3318 55.0473 36.0539 33.5425 31.1971 27.3581 24.7642 24.7528 19.6864 18.4709 18.0327 17.3797 17.1187 15.2351 14.4557 14.435 13.9688 13.3247 12.8829 11.6633 11.3603 10.9759
threshold=-3.8109999999999995 3.6759500000000007 -1.7607499999999996 -0.54999999999999993 1.4713500000000004 -1.5755499999999996 1.5119500000000003 1.05935 1.3 0.67500000000000016 -0.58727999999999991 1.0000000180025095e-35 -0.44999999999999996 1.7500000000000002 -1.6034999999999997 -0.44999999999999996 0.50808000000000009 -0.9715649999999999 -0.11008499999999997 -0.34999999999999992 49.770500000000006 0.31461500000000003 -1.2840499999999999 -1.2513499999999997 0.020339000000000003 1.1516500000000003 1.9575500000000001 -0.51463999999999988 -1.2158499999999999 -0.78357499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 8 24 15 11 14 9 17 20 19 27 26 -1 -2 23 -4 -14 -6 21 -5 -21 -12 -3 -23 -10 -7 -17 -16
right_child=1 4 3 10 6 12 -8 -9 13 -11 16 -13 18 -15 29 28 -18 -19 -20 22 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017864957707594283 -0.0085783456835081557 -0.0039195352259013853 -0.0004291001285219417 0.003183559564574172 -0.011649822162953996 -0.0020905564499618906 -0.00077550388337517713 -0.020065388964514826 -0.0041474550869055925 -0.0028360403408230796 0.0025394111200081875 -0.014552363531725102 0.0014810724476257186 0.00070314237653844661 -0.01023918515888771 -0.00096100403101295013 0.0048638184032657175 0.0029218213937804403 -0.0031003276601983491 -0.0028209332210431333 -0.0063865056341380778 0.0019047303457501484 -0.0081714671756874836 0.0044074506464896789 0.0016450688554021341 -0.0014795390368716257 -0.012610183482712062 -0.0077166378791248425 -0.0048366636253592632 -0.015225902100259557
leaf_count=3426 2897 2192 5307 20031 2277 6991 2186 6155 5016 7168 25903 2507 16468 3590 2741 3338 36441 18270 2470 1833 582 12739 4055 17214 2323 3769 494 1061 4361 1847
internal_value=0 0.0227816 0.0359257 0.0516085 -0.124079 -0.0293843 -0.160228 -0.340032 0.00314565 0.02002 0.0681582 -0.189872 -0.00449792 -0.0538655 -0.29297 -0.0927746 0.0801656 0.0433511 0.0176708 -0.158806 0.0424239 0.0451342 -0.130116 0.0657041 -0.0211301 0.0226411 -0.0981236 -0.0566379 -0.0631264 -0.244934
internal_count=225652 211483 194110 156524 17373 37586 12858 14169 39845 30745 116679 10672 26990 9100 8014 10596 79558 23577 18938 8165 37121 36539 5888 43117 4515 16508 5510 8052 7699 4588
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=0
split_feature=92 76 76 76 9 87 119 119 115 127 115 59 126 86 125 0 13 73 112 14 127 7 59 126 16 127 16 0 126 72
split_gain=1579.41 633.313 175.562 99.2482 85.1196 46.3687 39.4002 35.1474 31.1851 27.3586 25.4462 24.716 20.724 20.3468 19.8315 19.1118 18.8724 17.5991 16.4874 15.8636 15.5322 15.2656 14.9552 13.5576 12.7404 12.2558 11.8161 11.1628 11.0074 10.3003
threshold=-3.2936499999999995 -3.0362999999999993 -1.5781499999999997 -1.5782499999999999 -1.5560499999999997 3.0546000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.67500000000000016 1.0000000180025095e-35 -4.2141999999999991 1.1000000000000003 1.7623500000000003 1.7500000000000002 -0.98859999999999981 -1.2553499999999997 -72.567999999999984 1.7925500000000001 14.199500000000002 0.37500000000000006 -0.71996999999999989 -3.4415499999999999 1.5000000000000002 -1.3304999999999998 0.67500000000000016 -1.3304999999999998 1.0428500000000003 1.1000000000000003 -1.1669499999999997
decision_type=2 2 2 2 2 2 2 2 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 8 3 18 7 13 9 11 21 12 15 16 20 -1 -14 28 19 -15 -3 -4 -6 -2 -7 25 -11 -13 -22 -28 -5 -21
right_child=1 2 4 10 6 22 -8 -9 -10 24 -12 23 14 17 -16 -17 -18 -19 -20 29 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.010532978676896933 -0.0057300948894289695 0.0020131850678251103 -0.0038770939067505196 0.00042562008462037606 0.0044705366612986719 -0.020246251564965293 0.004644983176362083 0.0033275963456186764 -0.013420943939492377 -0.0013630789522116767 -0.0085831439413708681 0.0017142486707421791 0.0002060825434220739 -0.02180976316304982 0.003375234854564937 -0.0051257745032854771 -0.0011565222378768978 -0.0068643396936687202 -0.0014781636481710039 -0.0066809979245759724 0.0010548303968247932 -0.0095415895227906593 -0.01605555095343136 -0.0029590940823671736 0.0016652690564477356 -0.0011655655438604518 0.0041736066797567221 0.001842864593393197 -0.0053433228179593098 -0.018821607293023297
leaf_count=5029 4733 12367 1672 3455 25330 3172 32733 8196 3282 4557 3098 13922 10645 803 9205 6949 5311 261 4654 344 7400 5904 6474 2512 14601 5029 14665 7907 1087 355
internal_value=0 0.0229085 0.0375462 -0.0307052 0.0506705 -0.305534 0.0630073 0.00869776 -0.183205 0.0526323 -0.0912294 -0.00757168 0.0612318 -0.23724 0.0335141 -0.0695443 -0.0562477 -0.362873 0.0211711 -0.13043 0.0711808 -0.156913 -0.348673 0.00985034 0.0188987 0.0190007 0.0557742 0.0671429 -0.0191003 -0.256937
internal_count=225652 209913 195994 31610 164384 15739 127043 37341 13919 94310 14589 29145 75152 6093 19850 11491 7682 1064 17021 2371 55302 10637 9646 21463 19158 18951 29972 22572 4542 699
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=92 76 76 76 112 119 99 5 5 0 114 41 1 43 79 119 9 126 59 77 119 17 39 114 119 87 9 53 63 113
split_gain=1427.51 611.539 154.503 94.106 78.9445 46.8521 41.7939 23.2946 21.6966 21.0891 20.3306 19.1434 17.1084 14.4825 14.4547 14.3444 13.557 13.0849 12.4626 12.4364 12.2635 11.0845 10.4813 10.4733 10.3282 9.6853 9.60104 9.3243 8.96843 8.82989
threshold=-3.8109999999999995 -2.8178499999999995 -1.5781499999999997 -1.5782499999999999 2.2421500000000005 1.0000000180025095e-35 -1.8596999999999999 0.64707500000000018 2.9520500000000003 -1.02335 1.0000000180025095e-35 1.5310500000000002 -0.85650999999999988 -3.8989499999999997 4.2447500000000007 1.0000000180025095e-35 -3.5704499999999997 1.1000000000000003 -4.5497499999999986 -4.8222999999999994 1.0000000180025095e-35 -1.7257499999999999 0.81538500000000014 1.0000000180025095e-35 1.0000000180025095e-35 -0.56764999999999988 0.10327500000000002 -0.34832999999999997 -1.4595499999999999 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=6 10 3 15 5 8 13 -6 11 17 12 14 20 -1 21 16 -3 -5 -9 -13 -2 -4 28 24 29 -14 -23 -21 -8 -11
right_child=1 2 4 9 7 -7 22 18 -10 23 -12 19 25 -15 -16 -17 -18 -19 -20 27 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020497880091322057 -0.0092252833153378469 -0.0036388712027184706 0.0012956618640564339 -0.00057891771635207063 0.0011009851502095309 0.0044648570322718293 -0.0078169033093864384 -0.0047819671441005629 0.00010065675832625343 -0.010023879429114035 -0.0054296952644610087 -0.010592273928521745 -0.008039770477577925 -0.016121142831994062 -0.00055402380467035699 0.0035772679538969934 0.00099526982911319326 -0.0062074273510593289 -0.00087712810238820156 -7.7261503807478704e-05 -0.0040176030944552785 0.0024546123971290719 -0.016259170613465782 -0.002805841439122464 -0.0041587099172371881 -0.012292781333981923 0.0037233819685877261 0.0023007661298936164 -0.01253918349331189 -0.0055044204289169431
leaf_count=2781 2984 1874 7952 4309 16528 35057 1570 2779 9726 2665 4068 226 1831 5900 2879 4506 9999 1358 7719 7578 1820 23113 1122 2203 2459 4978 42015 9039 2796 1818
internal_value=0 0.0205874 0.0358052 -0.0287268 0.048033 0.0577389 -0.307282 -0.00137834 0.0469483 -0.0864872 -0.169431 0.0516577 -0.190742 -0.350465 0.0584208 0.0235077 0.00527661 -0.0385539 -0.0382161 0.0211569 -0.145047 0.0611589 -0.238976 -0.116191 -0.135255 -0.222982 0.0654623 0.0243259 -0.216821 -0.163822
internal_count=225652 211483 195802 31191 164611 137585 14169 27026 102528 14812 15681 92802 11613 8681 75959 16379 11873 5667 10498 16843 4804 73080 5488 9145 6942 6809 65128 16617 4366 4483
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=0
split_feature=77 76 76 76 9 99 119 16 5 71 10 0 114 122 46 119 1 96 10 126 126 110 99 5 63 114 122 119 101 59
split_gain=1284.63 555.573 145.762 81.0613 66.0772 38.2687 34.1474 30.5604 26.0476 24.1422 23.3979 18.9982 18.7136 18.1797 17.2594 16.7825 15.1036 14.1012 13.7169 11.7976 11.6377 10.5488 10.1405 10.1038 9.88128 9.52019 12.2052 9.20068 9.18958 8.94689
threshold=-101.50499999999998 -3.0362999999999993 -1.5781499999999997 -1.5782499999999999 -0.78636499999999987 -1.8596999999999999 1.0000000180025095e-35 0.50808000000000009 1.2767500000000001 -13.094499999999998 -4.1365999999999987 -1.02335 1.0000000180025095e-35 1.5000000000000002 1.1282500000000002 1.0000000180025095e-35 -1.3136499999999998 0.73665000000000014 0.87461500000000003 1.1000000000000003 1.3 -2.6684499999999995 -1.5156499999999997 2.5897500000000004 -1.1396499999999998 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.2538500000000001 -3.1136999999999992
decision_type=2 2 2 2 2 2 2 2 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 12 3 17 6 9 8 15 20 18 28 19 16 -14 23 21 -2 -3 -1 -5 29 -6 -18 -9 -7 27 -27 -13 -10 -4
right_child=1 2 4 11 7 24 -8 14 10 -11 -12 25 13 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.018137040527187783 -0.0066396477885801511 0.0021407034506484663 -0.00025767109786935493 -0.00053813664419751926 -0.00059374651411778397 -0.0089147997368690338 0.0032293931696614746 0.0035550508027373294 -0.0089145946165041113 -0.0029737637808659313 -0.00085272806726569049 -0.0077691417318604301 0.00030824611773152231 -0.0073744150995029983 0.0051132891384874906 0.0035974086801038758 -0.011916773611100086 -0.00079547425033354058 -0.013935747606919289 -0.0058853118047897147 -0.0013051969780696563 0.0020008353311380261 -0.0080470534627739444 0.00097818172094785399 -0.013085582323618986 0.0030709549194065538 -0.0050708411601254368 -0.0039602720539352234 -0.00142494701404582 0.00195053328465844
leaf_count=5882 3552 10201 6216 4301 4322 2811 11370 26957 1455 330 8917 4470 1054 2858 18608 16953 4957 6825 2901 1357 4898 41857 2571 4429 2870 656 1543 2457 570 17504
internal_value=0 0.0199856 0.0341868 -0.0277654 0.0461992 -0.284854 0.0162887 0.0596651 0.00240691 -0.32501 -0.0390911 -0.0819387 -0.165549 -0.10609 0.078135 0.0450389 -0.186542 0.0192743 -0.334987 -0.0364118 0.0182735 0.03516 -0.211903 0.0638284 -0.220437 -0.110165 -0.05284 -0.128363 -0.136128 0.0274371
internal_count=225652 210858 195866 31810 164056 14794 50930 113126 39560 9113 10942 14784 14992 3912 49994 63132 11080 17026 8783 5658 28618 46179 7528 31386 5681 9126 2199 6927 2025 23720
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=0
split_feature=92 76 128 76 44 76 112 99 76 115 127 126 10 128 125 1 4 127 76 54 16 47 95 43 44 126 127 1 128 115
split_gain=1163.3 499.163 161.506 81.6645 59.884 52.9211 38.0514 33.7653 33.3194 31.2847 26.3956 33.5992 21.7862 20.968 20.5578 20.1935 18.2985 15.5809 15.039 13.8279 13.7206 13.6302 13.1661 12.4762 12.21 11.9328 15.7563 11.3126 11.0769 10.308
threshold=-3.8109999999999995 -3.0362999999999993 -0.54999999999999993 -1.5781499999999997 -0.36117999999999995 -1.5782499999999999 0.81061000000000016 -1.8596999999999999 -1.5781499999999997 1.0000000180025095e-35 0.67500000000000016 1.1000000000000003 -2.8646499999999997 -0.34999999999999992 1.2500000000000002 -1.4248499999999999 -0.45489999999999992 0.37500000000000006 -1.5782499999999999 -1.5152499999999998 -0.2960549999999999 -1.1165499999999999 6.6572000000000005 -3.8989499999999997 0.44177000000000005 1.3 0.52500000000000013 -0.68474499999999983 1.0000000180025095e-35 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=7 9 4 5 8 27 16 23 18 13 11 17 -10 -2 -13 -7 -5 -6 -3 -15 -18 -8 -23 -1 -22 26 -14 -4 -11 -17
right_child=1 2 3 6 10 15 21 -9 12 28 -12 14 25 19 -16 29 20 -19 -20 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018571195052747121 -0.0099696176889900873 -0.003250804783385618 0.0039772054727192033 0.004353449036296567 0.0043464565420449283 0.00066784400396533447 -0.0018716846484901667 -0.010799769893473248 -0.0061410245022081389 -0.01536627535492574 -0.0024454010079907221 -0.0042188712172049362 0.0016789402384094713 -0.0032534715607822778 0.00085589567109984862 -0.003041035104401913 0.0018036278401340274 0.0011505611758278842 -0.0083472113468955837 -0.0073654982545749278 0.0025940694998719946 0.0024065183891119118 -8.2776220529325614e-06 -0.014508922299943614 0.0045639753756095552 -0.0036274499079946088 -0.002335527160903439 0.00087782379540428477 -0.0096722486738772609 -0.0073192098857925506
leaf_count=2781 3271 2612 4678 37690 7652 3276 2669 5488 2286 1425 5644 3358 5771 4245 4919 6491 18285 7603 3247 3944 16647 24427 7341 5900 14913 2976 4240 7943 2132 1798
internal_value=0 0.0185848 0.0320165 0.0488377 -0.0168536 -0.00424503 0.0593636 -0.277392 -0.0573932 -0.157141 0.012509 0.0272395 -0.0327992 -0.131712 -0.024059 -0.053111 0.070442 0.0550728 -0.121504 -0.104678 0.0578695 0.0312035 0.0369701 -0.316206 0.0704981 -0.0169535 -0.000426473 0.0405323 -0.239068 -0.0793806
internal_count=225652 211483 196466 146158 50308 24186 121972 14169 21132 15017 29176 23532 15273 11460 8277 11565 87535 15255 5859 8189 49845 34437 31768 8681 31560 12987 10011 12621 3557 8289
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=0
split_feature=92 76 128 44 76 13 99 115 63 126 127 51 76 127 128 9 115 115 11 1 126 125 76 9 26 128 1 4 14 128
split_gain=1049.88 451.3 146.811 78.4898 54.3297 50.1561 30.4732 28.5661 27.0638 26.3013 38.2299 26.0775 25.5424 24.062 20.3107 19.3364 18.7973 17.3369 17.1853 16.0382 15.6815 15.1974 13.7362 13.3084 11.4779 11.2768 10.9929 10.5976 10.2839 9.79207
threshold=-3.8109999999999995 -2.8178499999999995 -0.6499999999999998 -0.36117999999999995 -1.5781499999999997 -1.1476499999999998 -1.8596999999999999 1.0000000180025095e-35 -1.2593499999999997 1.5000000000000002 0.52500000000000013 -1.9872999999999998 -1.5782499999999999 0.67500000000000016 -0.34999999999999992 -3.4756499999999995 1.0000000180025095e-35 1.0000000180025095e-35 -1.2930499999999998 -1.4248499999999999 1.1000000000000003 1.2500000000000002 -1.5565499999999999 -4.3505499999999993 -4.4659499999999985 0.55000000000000016 0.021502500000000004 -0.83012999999999992 5.0579500000000008 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=6 7 5 4 12 11 24 14 -6 10 20 -3 -4 17 -2 -13 19 -5 28 -14 -7 -11 -17 -12 -1 -15 -16 -20 -10 -9
right_child=1 2 3 13 8 9 -8 29 18 21 23 15 16 25 26 22 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016905515166954627 -0.0093356361299247789 -0.00029023651740253361 0.0010419143788268168 0.0041900478054767345 0.0033913173155989927 0.0029725626040224083 -0.010259781370201468 -0.014221290416807354 -0.00036359624189808901 -0.0063668262386008317 -0.0069591622428916344 -0.011759962296840702 0.0015769092796403626 0.0028339724669563721 -0.0033029067031336429 -0.0084887800829015776 -0.0064618325444448128 0.0025687135388087453 0.0032140491925732751 -0.0029514023164460383 -0.00059597521896238165 -0.00093067376562167437 -0.0030366455369232573 -0.001187953388695579 -0.013266906697941361 9.188460428712063e-05 -0.0069613197451973991 0.00085839049643614696 -0.0054535785625747521 -0.008993521373509776
leaf_count=4182 3434 2831 7500 46700 18197 11802 5488 1503 5645 2375 1106 1203 2746 7259 5081 1683 2575 25486 7012 6791 4165 2803 3684 10318 4499 7755 3446 14962 1204 2217
internal_value=0 0.0176555 0.0307285 0.0450311 0.0191907 -0.0216948 -0.263522 -0.145581 0.0376322 -0.00312204 0.00923355 -0.0860387 -0.0250231 0.0647766 -0.121778 -0.120611 -0.0534214 0.0723524 0.0185696 -0.0329512 0.0408342 -0.0684816 -0.0949268 -0.0349337 -0.300396 0.0283527 -0.0956275 0.0322018 -0.0251675 -0.222114
internal_count=225652 211483 195802 153832 66632 41970 14169 15681 47020 32569 27391 9401 19612 87200 11961 6570 12112 72186 28823 9537 15967 5178 5367 11424 8681 15014 8527 21974 6849 3720
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=0
split_feature=92 76 128 44 44 63 76 9 99 115 76 128 10 128 125 5 11 76 115 127 119 5 126 127 43 5 127 119 26 4
split_gain=947.512 407.601 134.452 59.2664 58.9628 43.8258 33.6616 29.4564 27.502 25.5279 25.2115 22.3199 19.7695 17.156 15.3796 15.161 14.7836 13.5746 13.56 13.3841 12.5611 12.5038 12.2335 16.0423 10.7 9.70649 9.65619 9.55905 9.39261 9.37161
threshold=-3.8109999999999995 -3.0362999999999993 -0.44999999999999996 -0.36117999999999995 -0.36117999999999995 -1.2400499999999999 -1.5781499999999997 -1.3142499999999997 -1.8596999999999999 1.0000000180025095e-35 -1.5781499999999997 0.65000000000000002 -2.9270499999999995 1.0000000180025095e-35 1.7500000000000002 -1.0080499999999997 -1.2930499999999998 -1.5782499999999999 1.0000000180025095e-35 0.67500000000000016 1.0000000180025095e-35 2.8401500000000004 1.3 0.52500000000000013 -3.8989499999999997 -0.063727499999999979 0.67500000000000016 1.0000000180025095e-35 -15.916499999999997 -0.83012999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 9 4 5 6 -4 17 20 24 13 15 18 -8 -2 -9 -7 -12 -3 -5 -13 21 -6 23 -14 -1 -15 -16 -19 -21 -18
right_child=1 2 3 11 7 10 12 14 -10 -11 16 19 22 25 26 -17 29 27 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016825620627401786 -0.0081228400854954849 -0.0029200718966699338 0.0029620008466049192 0.0043600751732038303 -0.0015480600179567216 0.00073930609217741881 -0.0053893165917955621 0.00031922886380657587 -0.0097467924725996077 -0.010801318928987912 -0.0010920915743904852 0.0026473555760984356 0.0017047320704623534 -0.0024523657308729639 0.0034668087962634758 -0.0027792185391254565 0.0033210184877117128 -0.0087849106139358223 0.0027003281282930031 -0.015605773221897452 0.0038727170563866223 -0.0073785591999579727 -0.0032548938519966486 -0.0020872285196990538 -0.013063608895820356 -0.0063680140712536115 -5.3221157670447524e-05 -0.0028495255215012982 0.00023248769605804383 0.00097840020726070571
leaf_count=2781 5074 2999 20965 34543 6897 4610 2523 11286 5488 3557 6124 18140 6882 3490 10823 9115 6247 2938 19116 95 911 1061 3371 4690 5900 2896 2376 882 6387 13485
internal_value=0 0.0167728 0.0289102 0.0457665 -0.011689 0.0222727 -0.0491721 0.0156024 -0.250346 -0.142021 0.00269209 0.0639376 -0.0259093 -0.11905 0.033488 -0.0319481 0.02108 -0.108757 0.0753758 0.0390101 -0.0337751 -0.0465082 -0.0120851 0.00335787 -0.285376 -0.0845616 0.0566631 -0.14829 7.25226e-06 0.0344011
internal_count=225652 211483 196466 138827 57639 60546 24285 33354 14169 15017 39581 78281 17466 11460 24485 13725 25856 6819 53659 24622 8869 7958 14943 11572 8681 6386 13199 3820 6482 19732
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=0
split_feature=77 76 128 59 13 14 44 13 115 76 9 76 14 128 99 103 115 14 76 43 76 7 43 115 115 95 17 79 59 128
split_gain=857.131 370.147 120.712 65.1802 43.1414 31.6005 25.7157 25.1801 23.3613 23.1596 18.9849 17.6709 17.9666 17.2807 16.7658 14.8746 14.1749 13.8855 13.1601 12.6386 12.3133 11.2936 11.0792 10.099 10.0159 9.90007 9.78635 9.68713 9.22254 8.80284
threshold=-101.50499999999998 -2.8178499999999995 -0.6499999999999998 -1.2440499999999999 -1.1476499999999998 -1.7662499999999997 -0.72895499999999991 -1.6416499999999996 1.0000000180025095e-35 -1.5781499999999997 -0.78636499999999987 -1.5565499999999999 16.648500000000002 -0.34999999999999992 -1.8596999999999999 2.7738500000000004 1.0000000180025095e-35 14.199500000000002 -1.4483999999999997 1.4973500000000002 -1.5782499999999999 1.4781500000000001 1.5279500000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.26812000000000008 -2.1201999999999992 4.2447500000000007 1.2089500000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 4 7 11 15 9 17 13 20 -6 -3 -13 -2 -7 -1 27 -4 -9 -12 -5 26 25 -20 -22 -11 -15 -8 -24 -10
right_child=1 2 3 6 10 14 16 18 29 22 19 12 -14 21 -16 -17 -18 -19 23 -21 24 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0058281311410691584 -0.0085009240493441364 -0.0074923841215613829 -0.0013354505772307161 0.0014964481211343721 -0.0018383565896927202 -0.014518998260070567 0.0037615500415859437 -0.0010036173440790802 -0.012999483132778329 0.0037091097967497434 0.0013318029484222071 -0.0020255151677147612 -0.013657542638746757 -0.010150814306339215 -0.010322313466330398 -0.012109543348384398 0.0022316524605613059 -0.0074251751881947159 0.0023329182336877664 -0.0016932063382914008 -0.00099312819172185499 -0.0076064195687142152 -0.0032476828692018546 -2.4937107417851454e-05 -0.0061308759358977274 0.001448350239629994 -0.0027479521142087901 0.00065267799485010057 0.0015629565203770885 -0.0080399360325246316
leaf_count=2772 3428 2570 8242 4113 10660 6984 50325 6386 1501 12197 17528 6443 350 482 3610 1428 29004 1056 14378 4300 4365 1978 1418 6638 1212 8031 6051 2637 3350 2215
internal_value=0 0.0163249 0.0281902 0.0411811 -0.0194116 -0.232678 0.0527449 0.00442523 -0.131623 0.0299208 -0.00217547 -0.0792181 -0.0524968 -0.110072 -0.261779 -0.159276 0.0624034 -0.0405416 0.0196833 0.0147178 -0.0115805 -0.0859266 0.0460093 0.0317636 -0.0421934 0.0562307 -0.0658826 0.0721352 0.00264551 -0.200865
internal_count=225652 210858 195203 153352 41851 14794 116652 36700 15655 34686 32488 9363 6793 11939 10594 4200 81966 9298 27402 21828 9690 8511 24996 21016 5577 20228 6533 52962 4768 3716
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=0
split_feature=77 76 76 76 112 119 14 16 13 127 122 122 13 120 121 14 86 103 119 127 31 41 0 76 122 122 119 121 9 94
split_gain=773.56 334.606 90.6632 53.3026 50.1653 30.4353 28.5194 22.2 18.3197 17.6702 16.5 23.3945 16.2413 16.016 13.8399 13.829 13.7087 13.4244 12.2669 12.2488 12.0775 11.8225 12.2493 11.7362 11.4331 12.8448 11.0317 10.9435 9.88739 9.75188
threshold=-101.50499999999998 -3.0362999999999993 -1.5781499999999997 -1.5782499999999999 1.2232500000000004 1.0000000180025095e-35 -1.7662499999999997 -1.3304999999999998 1.2996500000000004 0.67500000000000016 -1.0000000180025095e-35 1.5000000000000002 -0.17364499999999997 1.0000000180025095e-35 1.0000000180025095e-35 28.148000000000007 -2.1383999999999994 2.7738500000000004 1.0000000180025095e-35 0.52500000000000013 -0.5291499999999999 1.56735 1.0428500000000003 -2.2446999999999995 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 -2.2346499999999998 -3.9424999999999994
decision_type=2 2 2 2 2 2 2 2 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 13 3 18 5 7 17 19 21 12 14 -12 15 20 26 -6 -8 -1 23 29 -2 22 -9 -3 -15 -26 -5 -16 -24 -4
right_child=1 2 4 10 9 -7 16 8 -10 -11 11 -13 -14 24 27 -17 -18 -19 -20 -21 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0055367245825222924 -0.0016275557564025764 -0.0026059967312280974 -0.0038780232544158057 -0.0071935227723592138 4.7508068566078081e-05 0.0036153712595409005 -0.011029134156138515 0.0027491874594358402 0.0033161643794955165 -0.0018803052529012328 0.0055471947878010745 -0.0031005033344096138 0.0018475521152378509 -0.0087617683921508115 0.0015810874576819391 -0.0052889087850407591 -0.014736399215009247 -0.011504066362361528 0.0029584166527129221 -0.00093634552895393826 -0.0062766639165757893 -0.00016234320664039415 -0.0072131579731874928 0.00088888739139639803 0.00093245752014029003 -0.0070960955834220435 -0.0029631066652292559 -0.0037772635190222083 0.0010388962858924255 0.0016956682687715959
leaf_count=2772 2381 3272 830 4345 13398 32142 6578 21797 26602 7868 1140 2491 16513 6818 1390 1335 4016 1428 4718 8979 3380 7484 374 9036 703 1710 2388 3030 12333 14401
internal_value=0 0.0155087 0.0265297 -0.0223299 0.0360035 0.0457875 -0.221045 0.0366021 0.0457911 0.00475032 -0.0662591 -0.00770891 0.015416 -0.128478 -0.0853208 -0.0087208 -0.24869 -0.151312 0.0158146 0.0105685 -0.0871041 0.0327827 0.0405976 -0.000804087 -0.154299 -0.0951414 -0.113862 -0.0418434 0.0159203 0.0278387
internal_count=225652 210858 195866 31810 164056 124942 14794 92800 68590 39114 14784 3631 31246 14992 11153 14733 10594 4200 17026 24210 5761 41988 34504 12308 9231 2413 6733 4420 12707 15231
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=0
split_feature=92 76 128 59 44 76 87 125 4 71 128 13 10 10 127 43 128 50 125 60 43 58 115 63 76 86 82 4 115 119
split_gain=698.252 281.139 110.038 49.9469 48.3539 25.4661 24.0115 23.8784 21.38 19.0472 18.6734 17.8726 15.5998 15.1826 14.9364 13.6957 12.2232 11.812 10.9474 10.829 10.7867 19.3756 10.6084 10.5809 10.5498 9.56744 9.0191 9.61608 8.65526 8.54917
threshold=-3.2936499999999995 -3.0362999999999993 -0.44999999999999996 -1.3601499999999997 -0.36117999999999995 -1.5781499999999997 0.68993000000000004 1.7500000000000002 -0.47397499999999998 1.1516500000000003 1.0000000180025095e-35 -1.6416499999999996 -0.89631999999999989 -2.9270499999999995 0.52500000000000013 -3.3474999999999997 0.55000000000000016 -1.5381499999999997 1.7500000000000002 -1.00735 1.5759500000000004 1.2071500000000002 1.0000000180025095e-35 8.7894000000000023 -1.5781499999999997 -3.8808499999999992 -1.6695999999999998 1.4432500000000001 1.0000000180025095e-35 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=6 10 4 11 5 18 -1 12 -5 20 22 23 26 29 -9 -8 -13 -12 -3 -15 -10 -22 -2 -4 -11 -17 -6 -28 -19 -7
right_child=1 2 3 8 7 13 15 14 9 24 17 16 -14 19 -16 25 -18 28 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0067841931785279051 -0.0070937017421272676 -0.0071081202375942705 -0.00094766854127664192 0.0033466959033188887 -0.0008492462432843922 -0.0060488803397583269 -0.013705448342669424 0.0029548622373577168 0.0026769312892414442 -0.0025108415589749893 -0.00089207436151340848 0.0019522384077506423 0.00040691936329895553 0.00073666020398868509 -9.847630582387108e-05 -0.0074653886271478231 -0.00034650406475666572 -0.0044501977226401772 -0.0030655004482118323 -0.0019601928415438744 -0.0044159210044949198 0.0019056511675133677 -0.012176676721187173 -0.0058441620901929564 0.00096307274611963736 -0.011245466124648254 -0.0028548346770794746 -0.0090574336134669042 -0.0087782022501028348 0.0023741038800882443
leaf_count=3951 4717 3060 6936 45902 2765 2163 3914 11613 41076 2857 1759 13620 9977 7112 6114 2414 10050 4587 3699 7810 1526 5893 1312 1312 9298 5460 1939 922 1544 350
internal_value=0 0.0152319 0.0249846 0.0402566 -0.0117777 -0.0458071 -0.20315 0.012924 0.0506514 0.0383281 -0.122096 0.00555583 -0.0156057 -0.0256068 0.0380355 -0.225763 0.0195244 -0.090078 -0.0979143 -0.0134968 0.0472003 0.0121076 -0.163997 -0.034531 0.00293077 -0.201732 -0.0577129 -0.0970743 -0.110803 -0.0975153
internal_count=225652 209913 195994 138470 57524 24194 15739 33330 106552 60650 13919 31918 15603 17435 17727 11788 23670 7890 6759 14922 48495 7419 6029 8248 12155 7874 5626 2861 6131 2513
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=0
split_feature=92 76 128 59 44 76 9 86 5 115 47 7 44 10 76 34 54 128 125 76 76 119 5 7 21 62 128 115 0 28
split_gain=632.678 270.243 100.351 45.32 44.358 23.2611 22.4756 20.3781 20.1003 18.804 16.3292 16.2335 15.916 14.5181 13.6296 13.4175 17.9423 13.2901 12.6104 11.7043 10.8938 10.6637 10.5937 10.0117 9.64711 9.64222 9.21054 8.95849 8.47123 9.10954
threshold=-3.8109999999999995 -3.0362999999999993 -0.44999999999999996 -1.3601499999999997 -0.36117999999999995 -1.5781499999999997 -1.3142499999999997 -1.8102499999999997 0.87778000000000012 1.0000000180025095e-35 -0.73092499999999994 -1.4616499999999999 -0.36117999999999995 -2.9270499999999995 -1.5781499999999997 -1.7367499999999996 0.039657000000000005 -0.34999999999999992 1.7500000000000002 -1.5782499999999999 -1.5782499999999999 1.0000000180025095e-35 1.6076500000000002 1.4781500000000001 -2.1475999999999993 -0.85985499999999992 0.55000000000000016 1.0000000180025095e-35 1.3065500000000003 0.44186500000000001
decision_type=2 2 2 2 2 2 2 2 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 9 4 11 5 20 21 10 15 17 -1 -4 -13 28 19 16 -5 -2 -8 -10 -3 22 -6 24 -19 -15 -14 -17 -7 -30
right_child=1 2 3 8 6 13 18 -9 14 -11 -12 12 26 25 -16 27 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.007001450755574715 -0.0074880141477880399 -0.0024209403564265947 0.0024142472788965166 -0.00040124032318444148 -0.0010822513902261442 -0.0026925418602015993 0.00016330623960320088 -0.013058989728320545 0.00074218861888749894 -0.0089554229488615685 -0.011091400086094879 -0.001407285249635015 0.0024037779792578404 0.00055346355737227835 0.0018042620186388488 0.0038486176105571889 0.002748282815349085 -0.0097282085412782344 0.00243968639863585 -0.0045864005750751577 -0.0064471898404376811 0.0035769303299897602 -0.0052984407466721327 -0.0068995509200777006 -0.0022071193365160832 -0.0019915848800265185 -0.00055326026459668015 0.0024217438648186694 -0.006654017539613497 -0.021234701192449957
leaf_count=5101 3271 2999 6877 6236 5973 1682 11286 4389 2922 3557 4679 14492 6124 7932 30889 31807 16452 460 13199 1592 3820 911 1985 1899 5830 7011 4620 16816 715 126
internal_value=0 0.0137058 0.0235888 0.0381513 -0.0114861 -0.0439972 0.0121853 -0.204569 0.0480628 -0.115592 -0.179164 0.00521476 -0.00652219 -0.0246593 0.0285846 0.0577329 0.0376522 -0.0958779 0.0278085 -0.022742 -0.0935289 -0.0309462 -0.0426783 -0.0743552 -0.055143 -0.0128126 0.0226446 0.0671028 -0.094824 -0.17677
internal_count=225652 211483 196466 138827 57639 24285 33354 14169 106714 15017 9780 32113 25236 17466 35403 71311 22688 11460 24485 4514 6819 8869 7958 8189 6290 14943 10744 48623 2523 841
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=0
split_feature=77 44 65 128 128 50 32 128 39 127 127 126 58 115 115 0 128 14 126 127 4 128 103 96 8 43 16 43 128 128
split_gain=573.289 179.669 88.251 48.284 34.7488 32.307 25.0682 24.5506 23.8741 20.7103 20.4371 30.2632 14.6636 13.9068 13.5992 13.3885 13.2614 11.6309 11.469 10.2432 10.2289 9.2366 9.20565 9.08805 8.87502 8.83325 8.66705 8.60604 8.48034 8.37303
threshold=-101.50499999999998 -0.72895499999999991 -1.6324499999999997 -0.6499999999999998 -0.44999999999999996 -1.77355 -0.51296999999999982 1.0000000180025095e-35 1.0073500000000004 0.52500000000000013 0.67500000000000016 1.3 -2.0223499999999999 1.0000000180025095e-35 1.0000000180025095e-35 1.39585 0.55000000000000016 -1.78155 1.1000000000000003 0.52500000000000013 -1.2287499999999996 -0.54999999999999993 2.7738500000000004 0.24132000000000001 -3.5188499999999996 0.95328500000000005 -1.3581999999999999 1.5120500000000001 -1.0000000180025095e-35 0.65000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 10 12 21 20 13 17 14 11 -3 -4 -7 24 29 -11 22 19 -14 -6 -2 -1 27 -5 -25 -18 -22 -19 -9
right_child=1 3 4 9 6 7 -8 15 -10 16 -12 -13 18 -15 -16 -17 26 28 -20 -21 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034547320515207099 -0.003567952084764207 0.0018268701274591762 -0.0049037491964141616 0.0012860753059428188 0.0035513382229142238 -0.0049012989188243483 -0.00090893977834290715 -0.00067118475059501682 -0.01179848088699325 0.002258205572188502 -0.0026687332882746051 -0.0022332421443067197 0.001422689675202816 -0.0091804507258783901 0.0018690323785849447 -0.0053404567489133345 -0.0016748954762880756 -0.011364092757761809 -0.0035683821414922365 -0.0021646426021401056 0.0030955428102487875 0.0015545496723761616 -0.010310979846253759 0.00060309085553610911 0.0036025838002008829 -0.0042365830322795717 0.00097028069381207725 -6.1779906675511848e-06 -0.0074188749804603646 -0.0035887075544979532
leaf_count=2083 1149 16136 3303 4622 6459 8344 12531 6397 6452 18019 5744 6414 4667 2458 23569 3574 4181 2320 3390 3469 7331 3759 640 5849 39215 1124 11941 3218 3299 3995
internal_value=0 0.013351 -0.0236028 0.0364091 0.00148962 -0.0670139 0.0180693 -0.0817016 -0.190291 0.0465882 -0.00012359 0.0134407 -0.0393329 -0.1175 0.0567519 -0.054013 0.0265218 -0.154962 -0.0224992 -0.0021373 0.0370103 0.00710666 -0.101324 0.0244711 0.0671668 -0.00354063 0.00568587 0.0429871 -0.180956 -0.0358554
internal_count=225652 210858 81017 129841 51341 29676 36512 24768 14794 101547 28294 22550 14829 10802 67406 13966 34141 8342 11526 8136 23981 4908 2723 17522 43837 6973 16122 10549 5619 10392
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=0
split_feature=77 76 128 44 63 11 119 126 63 7 76 115 51 16 0 16 10 99 16 125 102 10 119 103 47 58 4 63 0 30
split_gain=517.393 230.272 82.7449 42.9806 35 31.4999 22.5196 21.9307 19.7226 19.4146 19.4831 16.7608 15.0209 14.7774 16.6911 12.8441 12.4539 12.1142 12.1064 11.3803 11.2331 11.2258 10.5026 10.2843 9.5572 9.24272 9.18705 9.15822 9.05148 8.88945
threshold=-101.50499999999998 -2.8178499999999995 -0.6499999999999998 -0.36117999999999995 -1.2400499999999999 -1.2412499999999997 1.0000000180025095e-35 1.5000000000000002 -1.4872499999999997 -1.5208499999999996 -1.5781499999999997 1.0000000180025095e-35 -1.9349499999999999 0.50808000000000009 -0.30460999999999994 -0.34812999999999994 -2.2691499999999993 -1.8596999999999999 0.50808000000000009 2.2500000000000004 0.96013500000000007 -3.1698999999999997 1.0000000180025095e-35 2.8227500000000005 -1.1823499999999998 1.6454500000000001 -0.90048499999999987 15.708500000000003 4.3287000000000004 0.68324000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 11 5 4 24 12 7 18 23 -6 -11 15 -3 14 -5 26 20 -10 -7 -9 -15 -14 -17 -1 25 -4 -2 29 -20 -12
right_child=1 2 3 13 9 6 -8 19 17 10 27 -13 21 16 -16 22 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039606167868601553 -0.0039347089620506009 -0.00034216957835079556 -0.0014873731308786822 0.0026924947662255363 0.0019634969288994304 -0.00094944336386643775 0.0033100344925286549 -0.0046732463375351412 -0.011267061347613752 -0.0023915486181277927 0.00089037506299600273 -0.0081329334972865385 -0.0097644602375698466 -0.0024561300249193183 0.00091902243346042079 -0.004354055152936403 0.0035187973876493086 -0.0078057833606981824 0.0017772331741610474 0.0016597290103870237 0.0031457352278289538 -0.0040790163777678452 -0.00026985971312838751 -0.0096596953880730418 0.0028424919549354939 0.0025422821098498921 -0.008161003149937977 -0.0033946586375080295 -0.003598449430406762 -0.0017382971288827506
leaf_count=2426 2434 2197 2913 27977 8653 15491 3974 4366 7336 11274 17789 3716 1097 1755 25233 4294 30218 3857 8857 847 1826 4163 2485 1175 17305 2782 2726 1701 859 3926
internal_value=0 0.0126835 0.022042 0.0327977 0.0136253 -0.0173691 -0.00459468 -0.0138432 -0.180777 -0.00310646 -0.0136767 -0.104009 -0.0762889 0.0474163 0.0370297 -0.0857541 0.0637679 -0.201487 -0.00163283 -0.0728855 0.00800673 -0.105295 -0.057138 -0.116404 0.0451559 0.00962216 -0.123349 0.00276735 0.0260393 0.0083024
internal_count=225652 210858 195203 153352 66343 41851 34394 30420 14794 43343 34690 15655 7457 87009 53210 11939 33799 11193 25207 5213 3581 5260 6779 3601 23000 5695 5160 23416 9716 21715
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=0
split_feature=77 76 128 96 9 76 39 0 126 127 42 128 16 126 11 76 35 115 127 127 126 76 76 127 119 118 86 115 14 110
split_gain=466.947 207.82 75.1512 36.4614 35.4203 21.0044 20.5048 20.239 18.9427 18.1994 17.1765 16.4915 15.933 13.3835 13.285 12.4057 11.3107 11.2916 10.7545 10.6414 15.6253 10.1378 9.97174 9.81224 9.41127 10.5173 9.27887 9.12357 8.80429 8.4629
threshold=-101.50499999999998 -2.8178499999999995 -0.44999999999999996 1.0954500000000003 -1.3142499999999997 -1.4483999999999997 1.0073500000000004 0.70802500000000013 1.5000000000000002 0.52500000000000013 0.16188000000000002 1.0000000180025095e-35 0.83769000000000016 0.90000000000000013 -0.6927049999999999 -1.5781499999999997 -1.5535499999999998 1.0000000180025095e-35 0.37500000000000006 0.67500000000000016 0.90000000000000013 -1.5782499999999999 -1.5782499999999999 0.37500000000000006 1.0000000180025095e-35 1.0000000180025095e-35 -1.1718499999999998 1.0000000180025095e-35 18.236000000000004 -5.1407999999999996
decision_type=2 2 2 2 2 2 2 2 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 11 4 7 8 22 16 17 9 13 14 27 19 -3 28 21 -1 -4 -17 20 23 -9 -6 -7 -13 -26 -15 -2 -5 -12
right_child=1 2 3 10 5 12 -8 15 -10 -11 29 24 -14 26 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0089048056355404692 -0.0058170121885547654 0.0013881446108759384 0.003191734703650743 5.0044465042264561e-05 -0.00035609631206296491 0.0032391910075053099 -0.010703522472349151 0.00080502222601686155 -0.0064280384208246361 -0.0039747685690737179 -0.0080810822959730601 -0.0048822069956367675 0.0022144268632831457 -0.0076707597615753749 0.0016970617400433527 0.0024952838340516715 -0.0052159608781829599 0.0017948192751848951 0.00062419477926889237 -0.0023815035283826359 -0.0012762331704994398 -0.0039590741205673937 -0.0042433829786661563 0.00026269489546729228 -0.0047721760734266748 0.00068231969993986412 -0.0012057778395487102 -0.010232272951876582 -0.0042919443756645791 -0.001371435443906199
leaf_count=3921 5306 4935 42204 10869 3302 5270 6452 2646 2565 5355 506 5202 12431 754 19098 15775 4421 22011 14965 3924 7521 1932 3297 5834 1505 2141 2103 1501 1308 6598
internal_value=0 0.0120493 0.0209399 0.0335863 -0.00950272 0.00578215 -0.171738 0.043683 -0.0499514 -0.0346146 0.00740134 -0.0988083 0.0155444 -0.00377056 0.017484 0.0244551 -0.138997 0.0542583 0.0316878 -0.000301983 0.00966931 -0.0241103 -0.0459653 0.033507 -0.0703402 -0.0313839 -0.0582394 -0.135812 -0.00832706 -0.0369869
internal_count=225652 210858 195203 137912 57291 41579 14794 99533 15712 13147 38379 15655 34980 7792 31275 35318 8342 64215 30740 22549 18625 4578 6599 11104 8848 3646 2857 6807 12177 7104
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=0
split_feature=92 76 128 112 125 76 13 5 39 46 10 76 16 128 76 127 127 128 35 50 17 70 63 0 128 127 16 39 2 124
split_gain=421.507 186.791 69.3409 35.2449 34.5941 21.9277 20.2042 18.8748 17.3066 16.614 16.4202 15.6149 15.015 14.6198 14.4938 13.0665 12.7968 9.87179 9.49849 9.37029 8.99788 8.97741 8.76299 8.7553 8.01111 7.83553 7.7603 7.75574 7.74967 7.71225
threshold=-3.8109999999999995 -3.0362999999999993 -0.44999999999999996 1.2232500000000004 1.7500000000000002 -1.5781499999999997 -0.15314999999999998 -0.71140999999999999 1.05935 0.18117500000000003 -2.5806999999999998 -1.5781499999999997 0.83769000000000016 1.0000000180025095e-35 -1.5782499999999999 0.52500000000000013 0.37500000000000006 0.55000000000000016 -1.5535499999999998 -1.5029499999999996 -2.1201999999999992 1.0592500000000002 17.392000000000003 0.45226500000000008 0.65000000000000002 0.52500000000000013 0.70379500000000006 1.3829500000000003 0.80456500000000009 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=8 13 4 7 5 -3 15 24 18 23 21 14 -12 20 -9 22 26 -18 -1 -15 -2 -7 -6 -5 -4 -8 -13 -19 -22 -21
right_child=1 2 3 9 6 10 25 11 -10 -11 12 16 -14 19 -16 -17 17 27 -20 29 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0086741631158127087 -0.013430727666315471 -0.0051983644286386251 0.0034246102572631555 0.00016290970991387807 0.00065682619296638625 -0.0059992337695912688 0.002510245079854867 0.0012933031578802334 -0.010342702811126302 0.0014371011919087663 -0.0015888015993285581 0.0018333167442478784 0.0013948368683836298 -0.00054072536539653154 -0.00285201052763354 -0.003082449477485468 0.0019118433884304322 0.00065359712007960035 -0.0052215503097548695 -0.0029004003483800163 -0.004996999678153459 -0.0011638213730597051 -0.0064055579528814709 -0.0019526045278329348 0.0018593128707176981 0.00029205161324177392 0.0034746828861214269 -0.0024202587524976976 -0.0090120658476737312 -0.0063998952332016733
leaf_count=3704 449 4030 25992 11585 8227 2441 11702 5018 6155 15820 12455 16282 6375 2086 3637 4329 14983 9600 4310 3681 4396 1582 464 8464 11924 6034 12912 2610 1654 2751
internal_value=0 0.011187 0.0194036 0.0315088 -0.00975257 -0.0359567 0.0131517 0.0409134 -0.166975 0.00451387 -0.0239634 0.0305756 -0.0115735 -0.096309 -0.00897277 -0.0167625 0.036646 0.0210369 -0.136346 -0.0690548 -0.13203 -0.0819552 0.00559551 -0.0146038 0.058647 0.0351118 0.0511853 -6.93579e-05 -0.121893 -0.0879431
internal_count=225652 211483 196466 138827 57639 26883 30756 102958 14169 35869 22853 65042 18830 15017 8655 13020 56387 27193 8014 8518 6499 4023 8691 20049 37916 17736 29194 12210 6050 6432
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=0
split_feature=92 76 73 128 44 128 76 127 1 10 39 92 115 127 83 128 59 71 115 1 13 5 128 128 56 44 128 52 44 35
split_gain=381.799 114.038 75.7079 42.4452 39.5512 26.764 24.8042 22.0567 19.3688 18.7229 17.7505 15.1492 14.8834 13.8395 13.0881 12.6999 10.5787 10.3013 10.0626 9.94551 9.69883 9.90377 8.93686 8.49846 7.68327 7.65813 7.60066 7.46881 7.4657 7.4058
threshold=-2.1895499999999992 -1.5781499999999997 -1.3114999999999999 -0.6499999999999998 -0.63760499999999987 1.0000000180025095e-35 -3.0362999999999993 0.52500000000000013 -1.5981499999999997 -2.9838499999999999 1.05935 -2.2054499999999995 1.0000000180025095e-35 0.67500000000000016 -1.6615999999999997 0.55000000000000016 -2.4006999999999992 0.67423500000000014 1.0000000180025095e-35 0.95011500000000015 1.2098500000000001 0.42456000000000005 -0.14999999999999999 -0.74999999999999989 -0.49589499999999992 -1.3972499999999999 -0.74999999999999989 2.2749500000000005 -1.0771499999999998 -1.6034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 9 5 19 11 12 -7 14 22 -4 20 28 -3 -9 -17 -10 -19 24 21 -5 -1 -8 27 -14 -6 -2 -11 -24
right_child=1 3 6 7 26 8 23 15 17 13 -12 -13 25 -15 -16 16 -18 18 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0083715747863026199 -0.0042928962033793273 -0.0014547440871595539 -0.0039787358004898868 0.0030342243820130413 -0.0018518113907710311 0.0018739207936394543 -0.0046365377760667513 0.0016983117924568502 -0.00016603378751986201 -0.0013304299723363514 -0.0096918932634643788 -0.010819014326709472 -0.004077064615613162 -0.0018969583966339737 -0.00727988089547416 -0.0027425872180259383 0.0004497454248691817 -0.0021271860370331748 -0.006060555275877553 -0.0064153913141093456 0.0037215847519179372 0.0013516572231447388 -0.0070847201426196844 -0.00040556833737316259 -9.1455498632714977e-05 0.0014887615098213105 0.0020573364855490848 0.0026561979446972032 0.0011974401039972105 -0.0034251596933524428
leaf_count=3237 7739 3493 3153 20015 1510 3991 1413 21993 4522 3413 6719 1089 632 5776 1332 3080 16484 6513 2167 3589 18073 15533 2511 7416 1537 27942 7044 407 20253 3076
internal_value=0 0.0156752 -0.10794 0.0276297 -0.0327384 -0.0496088 -0.0518491 0.036254 -0.0235672 -0.00351595 -0.155111 -0.114695 0.0457468 0.00594672 -0.0612569 0.0174784 -0.0010566 -0.0420215 -0.0621834 -0.083344 0.0555698 0.0459802 -0.125622 -0.0216539 -0.0666781 0.0273131 0.0273454 -0.0789139 0.0166576 -0.101398
internal_count=225652 197038 28614 158019 39019 30465 13071 123752 17193 34267 15543 4242 82195 29442 4825 41557 19564 13202 8680 13272 53621 35548 8824 8829 9683 28574 8554 8146 23666 5587
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=77 11 71 57 128 34 119 112 14 65 56 1 4 119 14 126 127 71 14 128 128 119 128 71 126 127 28 114 110 115
split_gain=345.409 104.2 37.9607 36.0141 27.2744 25.6592 23.6771 18.7002 17.9024 16.9723 16.5985 16.3749 16.2377 14.2072 13.0844 12.9327 14.3204 12.7829 11.9509 11.4502 11.0252 10.4086 10.3647 9.67086 9.15657 9.1718 8.79449 8.20516 7.94465 7.87813
threshold=-101.50499999999998 -1.2412499999999997 1.1808500000000002 -2.3020999999999998 -0.24999999999999997 -1.9101999999999999 1.0000000180025095e-35 3.2808500000000005 -1.4503499999999996 -1.4058499999999998 -1.9079499999999998 -2.0977499999999996 1.0000000180025095e-35 1.0000000180025095e-35 16.648500000000002 1.3 0.67500000000000016 3.8250500000000005 3.0506000000000006 1.0000000180025095e-35 -0.74999999999999989 1.0000000180025095e-35 -0.44999999999999996 2.8513500000000005 1.5000000000000002 0.52500000000000013 0.30832000000000009 1.0000000180025095e-35 -6.6821499999999991 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=8 3 6 17 13 10 7 9 27 -3 -4 -6 20 14 15 16 -5 -2 23 -10 21 -7 24 28 25 -11 -21 -1 -13 -24
right_child=1 2 5 4 11 12 -8 -9 19 22 -12 18 -14 -15 -16 -17 -18 -19 -20 26 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0063592087991376361 -0.0028014308227214072 -0.00023598074367820623 0.00029594232454271073 -0.00091150839681426352 0.0043098560028779452 -0.0020114353763614197 0.0027358614272701893 -0.0008082227131471243 -0.010839503680339075 0.0022318655634763268 -0.004078740282982554 -0.015183661613110945 -0.00092257612931240436 0.00067669874585119308 -0.013920251721943666 -0.0066899638395374805 -0.0066918130067130203 -0.0061942116811761014 -0.0041449278460436072 -0.0087319799513587756 0.0019236970439763209 0.0070261286419836776 0.0026091573105388711 -0.0022339889639088526 -0.001432468591808671 1.0707792172502128e-05 -0.0040641391975208161 -0.0020886533235513101 0.0010309525395535686 0.0012366554663227928
leaf_count=4832 9836 13369 3387 5093 2403 3268 30813 10907 3977 10840 6026 76 12857 2513 296 2046 1357 3868 1648 2998 16067 353 30492 2975 3723 8136 1521 1466 12598 15911
internal_value=0 0.0103632 0.0218947 -0.0324906 -0.0136217 -0.00411021 0.0306805 0.0227489 -0.147706 0.0278953 -0.0500927 0.0088463 0.00918933 -0.0527742 -0.0717269 -0.0645263 -0.0425523 -0.0751811 -0.00189972 -0.177657 0.0272398 -0.0226078 0.0342052 0.00663028 0.0166945 0.0255908 -0.143218 -0.107303 0.0186744 0.0427709
internal_count=225652 210858 166149 44709 31005 41958 124191 93378 14794 82471 9413 19700 32545 11305 8792 8496 6450 13704 17297 8496 19688 3621 69102 15649 22699 18976 4519 6298 12674 46403
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=0
split_feature=73 76 59 16 51 35 14 53 5 124 14 115 13 110 43 59 16 7 96 39 120 103 43 115 43 58 115 108 4 13
split_gain=310.825 146.78 47.4425 25.7565 23.3948 27.809 17.3243 16.3485 15.6951 14.4233 16.1985 14.0118 13.3789 13.2304 11.8909 30.951 11.4528 11.2521 9.97443 9.63772 8.43073 8.26879 8.01966 7.95551 7.87678 15.1493 7.67742 7.6336 7.57622 7.56048
threshold=-72.567999999999984 -2.8178499999999995 -1.1676499999999999 0.40704000000000001 -1.5838499999999998 -1.8651499999999996 -1.8115499999999998 -2.2183999999999995 3.7723500000000008 -1.0000000180025095e-35 39.70300000000001 1.0000000180025095e-35 1.2996500000000004 -4.1768499999999991 1.4973500000000002 1.3832500000000001 -0.34812999999999994 -0.98007499999999992 0.48714500000000011 1.1371500000000003 1.0000000180025095e-35 2.8227500000000005 0.60309000000000001 1.0000000180025095e-35 1.5438500000000002 1.6288500000000001 1.0000000180025095e-35 2.7933000000000008 -0.90048499999999987 -1.6083999999999998
decision_type=2 2 2 2 2 2 2 2 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 11 4 7 23 17 21 -4 12 -7 27 16 24 -9 18 -16 28 -6 -15 -8 -18 -1 -20 -3 -5 -26 -19 -11 -2 -12
right_child=1 2 3 8 5 9 19 13 -10 10 29 -13 -14 14 15 -17 20 26 22 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0024629864513523014 -0.003077538106752088 0.0014825254378229538 -0.0019556899965309277 0.0019775212907263769 -0.00073528763595403373 0.0025519613405239855 -0.0066259032925709716 -0.0023503755640805726 -0.0012953629760665271 0.00025302617452346973 -0.012717049265061073 -0.0068459751630543164 0.0031225158295534903 0.0018021477106444821 -0.0042297212561303059 0.0011047686083621592 0.0003395026138851364 -0.0033919721523551051 0.00087169495538451424 -0.009579171777035704 -0.0033202072927986412 -0.0075039634542617461 -0.0019196917520318672 -0.00068736603145995586 -0.002161600405386876 0.0023954650750481403 -0.0069099262370836446 -0.0029482413153237735 -0.0069162251405597347 -0.0039332074635349146
leaf_count=2590 2433 13980 5373 31674 3123 3895 6093 3002 3354 9747 344 3716 24767 39447 3640 10748 2484 6360 13912 5054 4294 1186 3157 6053 3587 3710 2051 2302 2725 851
internal_value=0 0.00987653 0.0173523 0.0263481 -0.00968216 -0.0280013 -0.139467 0.014145 0.040768 -0.00245352 -0.0181855 -0.0832963 0.0442765 0.0180169 0.02077 -0.00489593 -0.0666019 -0.0659641 0.0273041 -0.159298 -0.03958 -0.080926 0.00710827 0.0165378 0.0327267 0.0031068 -0.0849963 -0.00717172 -0.102111 -0.129236
internal_count=225652 210729 195077 146371 48706 28673 14923 79279 67092 17139 13244 15652 63738 73906 70904 14388 11936 11534 56516 11147 6778 3776 17069 20033 38971 7297 8411 12049 5158 1195
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=0
split_feature=92 76 73 119 51 59 5 16 76 99 119 11 115 4 27 110 92 0 53 86 126 110 11 3 102 103 11 71 63 11
split_gain=291.041 89.013 55.1293 32.8404 24.5861 24.5348 21.5939 20.3408 18.9856 18.0569 14.8406 14.832 13.549 13.5103 12.5137 12.2053 12.0776 11.0923 10.6828 9.84942 9.20279 8.90499 8.79947 8.04698 7.89397 7.17723 6.96569 6.71368 6.58432 7.12605
threshold=-2.1571499999999992 -1.5781499999999997 -1.3114999999999999 1.0000000180025095e-35 -1.9349499999999999 -3.0319499999999997 -1.1632499999999999 -1.3304999999999998 -2.1941499999999996 -1.6043499999999999 1.0000000180025095e-35 1.8621500000000004 1.0000000180025095e-35 -0.68789499999999992 -3.6852499999999995 2.8697500000000002 -2.2054499999999995 0.92116500000000012 -2.2183999999999995 -1.8102499999999997 1.3 -4.0367999999999986 -0.22339499999999998 3.1149000000000004 0.8634750000000001 5.0551500000000011 0.91808500000000015 -1.2982499999999997 14.271000000000003 0.32459500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 14 5 -2 17 10 18 16 12 20 13 -8 -9 22 -15 -4 -3 -7 -16 -6 -20 25 -11 28 -1 -5 -14 -19 -30
right_child=1 3 8 26 6 7 9 11 -10 23 -12 -13 27 15 19 -17 -18 24 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0081098270677588871 0.00092115054493936688 -2.9257333958850616e-05 -0.0034558667071994047 0.0019718873454271017 -0.00065971316274591682 -0.0038036764624606195 -0.003396614187754725 0.002128663892370881 -0.0010225450545492025 -0.0005735919613425709 0.0025654818508507281 0.0024662045939011809 -0.00085828512153035942 0.00068610797557682888 -0.0045471226495014195 -0.0029589005777177152 -0.0093294204082784975 -0.0031226574801209578 -0.0041633034498996749 -0.0079642085690930058 -0.0052464993470700983 0.00035734778308513097 0.0016603628900495595 -0.0046142099244362014 -0.00074928089767923255 -0.012961159264238315 0.0033580919477087254 -0.0083197128498765961 -0.01111309702676788 -0.0014339806059925813
leaf_count=4596 8504 8114 3422 24616 5703 1830 8832 17549 9188 6818 3201 25483 344 32547 6854 2471 1176 2172 1141 3046 1353 24070 204 1504 2314 914 14343 2439 632 272
internal_value=0 0.0139003 -0.0927878 0.0244551 -0.0290722 0.0161802 -0.042449 0.0213361 -0.0467032 -0.0616306 -0.00516477 0.0295251 -0.0871045 0.019927 -0.133477 0.00857805 -0.0991621 -0.0239443 -0.00229999 -0.11197 -0.0307847 0.00305504 -0.17074 -0.0260767 -0.0591086 -0.178291 0.0496445 -0.147948 -0.0923012 -0.164016
internal_count=225652 196252 29400 157554 38698 118595 30194 105091 13786 19937 10257 78050 11615 52567 15614 35018 4598 13504 27041 9900 7056 25211 5714 8322 5390 5510 38959 2783 3076 904
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=0
split_feature=92 76 78 128 44 128 87 127 125 126 5 127 115 127 128 126 126 5 46 99 16 98 59 7 123 110 78 115 125 108
split_gain=262.664 80.3343 50.5438 33.677 31.0642 23.8198 22.8385 18.8363 18.406 18.329 15.8055 13.4487 13.3621 11.7735 11.4568 11.3919 9.79035 10.3785 9.17129 8.70854 8.97777 8.63962 8.46926 8.38902 7.82755 7.6732 7.4917 7.31432 6.98918 6.90257
threshold=-2.1571499999999992 -1.5781499999999997 1.5119500000000003 -0.6499999999999998 -0.63760499999999987 1.0000000180025095e-35 2.1679500000000007 0.52500000000000013 1.2500000000000002 1.3 -0.62156999999999984 0.52500000000000013 1.0000000180025095e-35 0.67500000000000016 0.55000000000000016 0.90000000000000013 1.1000000000000003 -1.30955 1.0246500000000001 -1.0609499999999998 0.56181000000000003 -1.5321499999999999 -3.6170999999999993 0.49763500000000011 0.8500000000000002 2.5915500000000002 1.5118500000000001 1.0000000180025095e-35 1.2500000000000002 -1.9158499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 8 5 16 21 12 9 13 -7 15 19 -3 -9 -10 17 -2 -17 20 -5 26 -8 -16 27 -15 -1 -19 -18 -14
right_child=1 3 -4 7 -6 10 22 14 11 -11 -12 -13 29 25 23 18 28 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001577000570929122 -0.00059175792405471842 0.00085462913516213862 -0.0009967896365548803 0.0014099971457914673 0.0012813935714799504 0.00085424488520280091 -0.0090406892034851343 0.0014619520148949174 0.0026267317710925598 -0.0050214229628040103 -0.002223105818270336 -0.0010150809946083928 -0.0020786945344888948 -0.0027425591972795932 0.00062232776858757736 -0.0016594116899499773 -0.0096640019871996052 -0.0026495544745785381 0.0020603754483694788 0.0034748072811283735 0.0029593305933844731 -0.0027197038497504445 -0.0061997213208370176 -0.0015044832133197981 -0.010792400114429803 -0.012835120399810235 -0.0072797036353007957 -0.0067058329981335377 -0.0046288034398822347 0.0013007078469097683
leaf_count=755 3200 4559 7932 22509 8539 7317 3841 21921 8511 3415 9709 9158 1601 1470 11940 3992 955 4634 2833 14969 15994 6169 8275 7580 406 216 2428 1462 2476 26886
internal_value=0 0.0132053 -0.0881484 0.0232323 -0.0276186 -0.0426944 -0.113352 0.0309239 -0.0045577 -0.0415235 -0.018012 0.010021 0.0397092 -0.00931207 0.0135489 0.0281283 -0.0746933 -0.0584566 -0.00230719 0.0490289 0.0410717 -0.0762267 -0.142007 -0.0040711 -0.0814017 -0.0807111 -0.118541 -0.0724474 -0.120606 0.0222156
internal_count=225652 196252 29400 157554 38698 30159 21468 123400 34154 9660 17026 24494 81959 6245 41441 15336 13133 9702 6825 53472 38503 9352 12116 19520 6502 1686 3183 6096 3431 28487
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=0
split_feature=92 76 108 128 44 125 128 128 7 76 9 87 115 16 43 92 127 127 43 125 128 34 108 110 2 120 3 59 4 128
split_gain=237.055 72.5017 45.8812 30.836 28.0633 21.6374 21.3686 18.8209 14.8994 14.2922 13.3086 13.1698 12.6129 12.4549 11.2784 11.2264 10.9304 9.96875 8.75177 8.57823 8.41951 7.46849 7.43004 8.36112 7.30891 7.77245 7.26194 7.18212 7.12619 6.96663
threshold=-2.1571499999999992 -1.5781499999999997 -2.4495499999999999 -0.44999999999999996 -0.70639999999999981 1.7500000000000002 1.0000000180025095e-35 0.65000000000000002 -1.0553499999999996 -2.1941499999999996 -3.6649499999999997 -1.1362499999999998 1.0000000180025095e-35 0.37547500000000006 -2.9784499999999996 -2.2054499999999995 0.52500000000000013 0.67500000000000016 -7.7045999999999992 2.7500000000000004 -0.74999999999999989 -1.8516499999999996 -1.8599499999999998 -4.1768499999999991 -0.34492999999999996 1.0000000180025095e-35 5.2497000000000007 -2.4612499999999993 1.3380500000000002 -0.74999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 11 5 6 10 19 12 -8 15 26 -1 22 -12 -13 -4 28 -9 -19 24 -11 -10 -5 -24 25 -2 -3 -26 -7 -6
right_child=1 3 9 7 29 16 8 17 21 20 13 14 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0030091563913769255 0.00014341255183696034 -0.0034926432030836689 -0.0028302881875828818 0.00024186950995284639 -0.0018716841624571157 0.0024444087961030124 0.0011486409739685415 0.0010961141303309689 -0.0034931487354004248 -0.0043181084751754929 -0.0017419188448168301 -0.0086412242015093104 0.0011176595151993743 0.00083317975275579029 -0.0055761594572056785 -0.0086183395899745111 -0.00042137306196469255 -0.0076205819964970563 -0.00047456316630722597 -0.00055626794953834503 -0.00021019703435011446 -0.00084897955699730118 -0.00013105290994661748 0.0028052534367484904 -0.0082152255480451488 -0.0039948176631933617 -0.011419531865749514 -0.0042094861711573428 0.00012207646921783721 0.0018180447900588337
leaf_count=3033 1540 2183 3064 3471 1553 11751 5931 26107 4614 1494 11346 4656 26343 8011 8445 1153 8472 451 8572 2002 7555 6340 2568 43351 1644 4311 333 3504 4595 7259
internal_value=0 0.012545 -0.083741 0.0220707 -0.0262376 0.000513574 -0.0408604 0.0311497 -0.0173969 -0.0401752 -0.022417 -0.119562 0.0400238 -0.013524 -0.133309 -0.0882568 0.0207231 0.012019 -0.0166349 -0.0713335 -0.0177684 -0.0392549 0.0494487 0.0528208 -0.0822923 -0.0581125 -0.0908358 -0.109774 0.0358316 0.0233556
internal_count=225652 196252 29400 157554 38698 46691 29886 110863 16885 13266 21873 16134 75733 19357 13101 4217 24818 35130 9023 13001 9049 10954 49390 45919 10999 5851 2516 5148 16346 8812
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=92 44 73 128 127 63 59 126 128 5 5 125 128 128 11 69 56 124 126 127 44 92 14 125 69 128 104 94 115 128
split_gain=213.942 58.4679 41.9131 29.5595 26.4852 21.3989 17.2903 14.3799 19.7675 13.9166 12.274 11.8927 11.3954 11.3836 10.6496 10.6002 10.7361 10.1407 9.99222 9.55302 9.52639 10.2152 9.19807 8.35925 8.17928 7.8171 7.54797 7.49099 7.48355 7.20551
threshold=-2.1571499999999992 -0.72895499999999991 -1.3114999999999999 -0.44999999999999996 0.67500000000000016 -1.3106499999999996 -1.0283499999999999 1.5000000000000002 -0.34999999999999992 -1.2578499999999997 0.14933500000000002 2.2500000000000004 -0.74999999999999989 1.0000000180025095e-35 1.5646500000000001 -1.7673999999999999 -1.9759499999999999 -1.0000000180025095e-35 1.1000000000000003 0.67500000000000016 -0.73889499999999997 -2.2054499999999995 6.6397500000000012 2.2500000000000004 -1.2959499999999997 -0.74999999999999989 -2.3443499999999995 -1.53765 1.0000000180025095e-35 0.55000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 6 7 -5 17 10 11 -7 28 -9 -6 -1 22 16 -11 -2 19 -8 21 25 -12 -20 -21 -4 -15 -19 -3 -14
right_child=1 4 20 5 12 9 18 8 -10 15 14 -13 29 26 -16 -17 -18 27 23 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0071953586709156388 -0.00040386704672622443 0.0028206960368706764 -0.0058897605205475365 0.0015670756427487631 -0.0025145261409818347 0.0010338677397514278 0.00075756950164766507 -0.0030799476139833221 0.0018888588105866633 0.0026620725087281613 0.0010218742377958872 0.0023505133508062888 0.0012499104176236287 -0.0069327708343001121 0.0023851133436420383 -0.00054109965408349696 -0.0033725590363174285 -0.0079314677329645651 -0.0045943776610066602 -0.0081328657621888966 0.00016367213578940916 -0.0062995071509549432 -0.0015199330180858484 0.0012825979420183985 -0.0010157504477279467 -0.0014377189989257491 -0.0035621302890926163 -0.0039427835091557333 0.0015065730030035982 -0.00076477683275523803
leaf_count=7284 1495 30712 1144 16351 4671 9196 6728 5029 6865 822 25791 1261 9041 2291 13000 17195 7130 1604 2722 594 3796 1708 4129 778 1260 7138 6039 4423 16738 8717
internal_value=0 0.0119178 -0.0795539 -0.0111862 0.0248126 0.00156562 -0.0441611 0.0315622 0.000671922 -0.0126109 0.0360589 -0.0398253 -0.00634132 -0.115032 0.0238051 -0.0247841 -0.0549752 -0.0817995 -0.0207281 -0.00236271 -0.0393712 -0.0555753 0.013422 -0.0657602 -0.0659198 -0.0410537 -0.0897832 -0.100086 0.0471428 0.00521892
internal_count=225652 196252 29400 70298 125954 50694 19604 103525 13155 34343 90370 6290 22429 15614 42920 25147 7952 7522 12082 8582 13786 9990 29920 3500 1854 8282 8330 6027 47450 17758
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=0
split_feature=77 76 13 14 16 87 1 51 34 44 62 16 119 31 127 10 30 114 122 119 110 127 104 39 16 3 75 16 119 110
split_gain=195.039 100.045 34.1699 33.0692 23.1528 17.1454 15.8835 14.4733 17.2988 13.5854 13.3798 11.214 10.5115 9.24145 8.57987 8.70304 8.16794 8.16609 12.4136 7.58204 8.58413 7.56854 7.42336 7.24059 7.17601 7.06681 7.00329 7.75768 6.91417 6.82362
threshold=-14.834999999999999 -2.8178499999999995 -0.23829999999999998 28.148000000000007 -1.3581999999999999 1.2196500000000003 -0.72462499999999996 -1.8888499999999999 -1.9101999999999999 0.91321500000000011 -0.17463499999999996 1.5049500000000002 1.0000000180025095e-35 -0.80020999999999998 0.67500000000000016 1.8846500000000004 1.1091500000000003 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.2028500000000004 0.67500000000000016 -1.4980499999999999 2.6909500000000004 -2.1857499999999992 11.405500000000002 -13.070499999999997 -2.2505999999999995 1.0000000180025095e-35 -2.7269499999999995
decision_type=2 2 2 2 2 2 2 2 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 12 3 6 14 -1 -3 11 -9 10 -6 -8 17 -14 15 29 -12 -2 24 20 25 -11 -17 -7 -19 -10 -5 -28 -29 -4
right_child=1 2 4 26 9 23 7 8 19 21 16 -13 13 -15 -16 22 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0029245581808390129 -0.0053173051211055757 0.001082445089877467 -0.0021771185531066686 0.0040659397332981403 0.0019837514305044595 -0.0052675187706011997 -0.00018703573499737357 -0.0039221986097439637 -0.00028111276340945206 0.0027307392563061116 0.00091548357567161186 0.0023937727404899959 0.0012304800346586561 -0.0030735037648583156 -0.0017868348601081754 -0.006143334609880844 -0.0011182024473821233 -0.0096318997801022807 -0.0042379260900872791 0.00095013022780542859 -0.0032233845186326777 0.00093843028140025864 -0.00047901572390837379 -0.0080171994201958374 0.0054674974348122322 -0.0077386913689377439 0.0014616240335633176 -0.008928485869758581 -0.0026637784896581091 0.0010816051247853492
leaf_count=6994 7075 27671 1748 178 23181 8397 14474 4812 11126 32018 15850 5935 1790 4113 5044 822 7171 90 1762 5742 3849 7218 1952 3349 626 327 292 1605 607 19834
internal_value=0 0.00884775 0.0150954 -0.00126011 0.0260076 -0.0976898 0.00269672 -0.00863854 -0.0243526 0.0343368 0.0227164 0.0112694 -0.0685431 -0.0353676 0.00180224 0.00957636 0.00563988 -0.089043 -0.0396404 -0.0119838 -0.0236113 0.0480204 -0.0431497 -0.12103 0.0713906 -0.00988075 -0.11034 -0.123964 -0.144187 0.0163534
internal_count=225652 206912 191456 76618 114838 18740 73936 46265 25856 85438 46202 20409 15456 5903 29400 24356 23021 9553 2478 21044 15302 39236 2774 11746 716 11453 2682 2504 2212 21582
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=0
split_feature=77 44 51 34 128 119 0 128 114 125 87 122 13 128 31 10 71 7 39 128 64 101 0 113 16 119 42 44 62 16
split_gain=176.023 69.6535 34.9452 43.6576 27.9966 19.6553 18.5011 18.4258 18.1777 16.6817 15.4737 13.8714 13.8403 12.0048 10.9403 10.6677 10.6343 10.2471 9.15899 8.89152 8.64029 8.46921 8.03026 7.93663 7.70237 7.62789 8.25152 6.81131 6.71221 6.62805
threshold=-14.834999999999999 -0.72895499999999991 -1.9593499999999999 -1.8245499999999997 -0.44999999999999996 1.0000000180025095e-35 2.4467500000000002 -0.44999999999999996 1.0000000180025095e-35 2.2500000000000004 1.2196500000000003 1.5000000000000002 -1.2006499999999998 0.65000000000000002 -0.71418999999999988 -3.1075499999999994 0.13827000000000003 -1.6435499999999996 1.0073500000000004 -0.24999999999999997 -1.6818499999999996 1.1285500000000004 -0.24392999999999995 1.0000000180025095e-35 1.3267500000000003 1.0000000180025095e-35 0.4053750000000001 15.662500000000001 -0.50348499999999985 1.5049500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 29 8 12 7 14 9 17 15 19 -10 20 27 -6 21 -17 -4 -8 -1 -5 -3 -15 -19 -25 26 -22 -9 -21 -2
right_child=1 5 3 4 6 -7 18 13 11 -11 -12 -13 -14 22 -16 16 -18 23 -20 28 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0053501305223795457 0.00032732414878129407 -0.0054930551416731213 -0.001738246152183355 0.0018219582171970239 0.001771057992137256 0.0022359836250908341 -0.0009797366160768403 0.0018753744944237387 0.0047416210723847697 0.0016582910153715943 -0.0057489279961955506 -0.0024593005384279023 -0.0010687368452503441 0.0013677653072532332 -0.00031599901385408159 0.00049190552513385117 -0.0018186640786171913 -0.0065992032509467518 -0.0054608527691602984 -0.0029895890767181188 -0.0042545617874937105 -1.5931250743085034e-05 -0.00046489690467062218 -0.0051650899236045308 -7.5127182947856585e-05 -0.001187632037786676 -0.0089025994555472672 -0.0061827729847271432 0.00091222209203769037 0.0021574027907958998
leaf_count=2270 14382 2037 2346 504 13435 31164 3323 39357 916 9009 11746 2478 6846 11368 11789 12132 8447 5639 1736 2972 2521 1080 12605 2341 1089 1025 1537 264 1752 7542
internal_value=0 0.00840537 -0.0148341 -0.0277815 -0.0115608 0.0228908 0.00484308 0.0158266 -0.0745694 -0.00346215 -0.0928053 -0.0103172 -0.0515156 0.0257463 0.0159125 -0.0173878 -0.00913014 -0.0936735 -0.0503487 -0.0555666 -0.0884485 -0.0719061 0.00808304 -0.108912 -0.0709813 -0.100832 -0.120301 0.0364336 -0.0308503 0.0191377
internal_count=225652 206912 79449 57525 42716 127463 30283 96299 14809 32705 18740 3394 12433 63594 25224 23696 20579 11415 5059 6994 5587 3117 23973 9069 3430 5083 4058 39621 4724 21924
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=0
split_feature=108 76 128 74 0 125 115 127 71 59 128 128 1 128 16 79 86 127 127 46 122 122 91 44 99 43 44 119 65 83
split_gain=165.177 72.1916 33.3384 23.2042 20.1924 18.8319 14.2604 12.4458 11.7338 10.4176 10.1727 10.0441 9.96013 9.57739 9.50848 10.5826 9.4165 8.91055 11.054 9.60394 7.89375 8.14413 7.09198 7.03865 6.93139 6.82265 6.80004 6.73937 6.53718 6.40634
threshold=-2.3683499999999995 -2.2446999999999995 -0.54999999999999993 -8.8071999999999999 0.70802500000000013 1.7500000000000002 1.0000000180025095e-35 0.37500000000000006 1.3586500000000001 -2.7286999999999995 0.75000000000000011 -0.24999999999999997 -2.1208499999999995 -0.24999999999999997 -3.0918999999999994 4.4012000000000002 -1.8102499999999997 0.67500000000000016 -1.0000000180025095e-35 -1.7382499999999996 1.0000000180025095e-35 1.5000000000000002 -4.274799999999999 0.75537500000000013 -0.6212049999999999 -7.7045999999999992 -1.38045 1.0000000180025095e-35 -1.3365499999999997 -1.6615999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 5 9 6 17 14 23 10 -1 -6 -2 -13 -5 15 -4 -11 18 19 -3 -14 -22 -9 -7 -16 -12 -8 -21 -19 -10
right_child=1 2 4 13 8 7 26 22 29 16 25 12 20 -15 24 -17 -18 28 -20 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0069026381587011026 -0.0044880633743130619 -0.0055632481518744061 0.00066576280754591021 -0.0041317884396849724 0.0011200630453347398 0.00067895545585246739 -0.0032019146023213848 -0.0041355859295906473 -0.0021333528353929135 -0.0031197935934387578 -0.0064360637008399812 0.0019742668912639994 -0.0032372401822265435 -0.0009471793353815817 0.0019243743479197975 -0.0073124903362666253 -0.0066625571485658553 -0.0072457957489365362 0.00061055286746118556 -0.0017511902974003592 0.0052334185198510755 -0.0016316269450632158 -0.00018077194572601007 0.0030568806419729588 0.003244613230853303 -0.00045123037431113916 0.00086135339575122327 0.0028405646680002808 -0.0024603240781637808 0.00088071019879545822
leaf_count=5257 5337 1563 3715 3591 32354 7719 1069 1268 6381 6666 505 1478 7274 6892 40546 468 2610 932 6902 9103 584 1660 10694 5214 13171 8350 27991 876 3046 2436
internal_value=0 0.00955344 0.0152003 -0.0766215 0.0231048 -0.0076839 0.0323134 0.0112491 0.00709752 -0.102488 0.0141816 -0.054166 -0.0368896 -0.0407616 0.0413857 -0.00453711 -0.0823325 -0.0287051 -0.0194471 -0.0383783 -0.0487495 0.00309996 -0.0119998 0.0327525 0.0449617 -0.0158509 0.0142376 -0.0269621 -0.0716301 -0.0260123
internal_count=225652 200636 184303 25016 136986 47317 86960 24895 50026 14533 41209 16333 10996 10483 57900 4183 9276 22422 18444 11542 9518 2244 11962 12933 53717 8855 29060 9979 3978 8817
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=0
split_feature=92 76 78 120 57 9 124 16 59 13 76 76 115 5 4 13 98 14 123 33 13 94 13 53 39 1 5 5 10 46
split_gain=151.624 47.5465 29.4559 22.7782 18.1148 17.0581 16.287 15.5429 13.3577 12.0537 12.0025 12.8145 11.7377 10.7241 10.264 9.42837 9.21824 9.15251 9.01742 8.31185 7.96302 7.89861 7.45126 7.28528 6.54766 6.4415 6.43025 6.40638 6.29456 5.96086
threshold=-2.0918999999999994 -1.5781499999999997 1.5119500000000003 1.0000000180025095e-35 -2.3020999999999998 -3.6649499999999997 -1.0000000180025095e-35 -1.3304999999999998 -3.1930499999999995 1.2697500000000004 -3.0362999999999993 -1.5782499999999999 1.0000000180025095e-35 0.40359000000000006 -0.68789499999999992 -3.5836499999999996 -1.5321499999999999 6.2615500000000006 0.8500000000000002 -1.7363499999999996 -0.86008499999999988 -3.9424999999999994 -1.8507499999999999 -2.2183999999999995 3.2503500000000005 3.3330500000000005 -1.1378999999999997 3.6775500000000005 1.4257500000000001 -2.4010499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 -3 12 13 26 21 22 14 15 -12 18 -5 -9 -8 -10 19 24 -16 -15 -7 -1 28 -2 -13 -6 -4 -23 -21
right_child=1 3 27 5 6 7 10 9 16 -11 11 25 -14 20 17 -17 -18 -19 -20 29 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0069226288307706581 -0.00081702833822816729 0.0019553824435320807 -0.00052102102058088138 3.7307164531703881e-05 0.0034377519954517004 -0.0036800325775700042 0.0017805339138931638 0.0016911609101433217 -0.0051064812404944147 0.0019132468547724197 0.00048598062629605159 -0.0022027463869609821 -0.0054148611113217669 -0.0054844795612789196 -0.002350536437947809 -0.005409733101297433 -0.0025190515500203539 -0.0026945589188774378 -0.0067559400970357468 -0.0027025374648306732 -0.0014209594938234685 -0.0019451870763220844 -0.0027579273720703171 0.00018269543375004494 -0.0050105125853482785 -0.0094089072742697226 0.00051347151212314125 -0.0061811506117232804 -0.010601388789378569 0.00079608945750307561
leaf_count=5394 7799 38675 8541 7344 2836 1590 561 15555 5275 29864 9405 4336 2893 1924 2552 2434 9908 2636 834 1277 3229 1589 1341 24010 1057 334 5576 531 242 26110
internal_value=0 0.0103427 -0.0649672 0.018048 -0.0213564 0.0111411 -0.00602689 0.015282 -0.084802 0.0224829 -0.0237744 -0.0115425 -0.0524005 -0.023792 0.0126904 -0.0812582 -0.0683599 0.00259913 -0.0357122 0.00757286 -0.0587635 -0.00519206 -0.121868 -0.000982873 -0.0263508 -0.0543627 0.0299871 -0.0170464 -0.0617852 0.0126591
internal_count=225652 194662 30990 156597 38065 117922 25482 105425 21918 77994 17070 14075 12583 12497 48130 2995 15183 32575 9690 29939 5153 27431 6735 25841 8856 4670 8412 9072 1831 27387
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=0
split_feature=108 76 80 41 74 0 16 16 10 108 107 46 0 122 21 37 9 47 103 1 70 122 122 14 35 16 42 57 13 15
split_gain=137.212 59.9283 26.7367 22.6734 18.6836 18.4573 16.226 12.9026 11.8526 11.4814 11.278 10.919 10.0732 9.65153 9.06868 8.96482 8.89839 8.68661 8.08375 7.75889 7.3998 7.05284 10.256 7.02055 6.97041 6.83559 6.79604 7.22818 6.45877 6.86654
threshold=-2.3683499999999995 -2.2446999999999995 2.3594500000000003 -0.26385499999999995 -8.8071999999999999 2.7873500000000004 0.50808000000000009 -3.0918999999999994 -2.2691499999999993 10.322500000000002 2.5728500000000003 -2.7335499999999997 -0.46050499999999994 1.0000000180025095e-35 -2.1475999999999993 -2.0476499999999995 -2.5398499999999995 -1.1670499999999999 -0.98223999999999989 0.83530000000000004 0.49199500000000002 1.0000000180025095e-35 1.5000000000000002 65.244000000000014 -1.5535499999999998 -1.6417499999999998 0.4053750000000001 0.16255500000000003 -0.33896499999999991 0.14214500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 14 5 7 13 6 11 -4 10 -5 20 -3 -13 18 -2 -9 23 -10 -1 -6 -8 24 -23 -7 -16 -15 -18 -28 -17 -30
right_child=1 2 3 9 19 16 8 15 17 -11 -12 12 -14 25 21 28 26 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0028770702942303946 -0.006824232892599584 -0.0031282403389874085 -0.004963433774595378 -0.0024502364839354505 -0.0010225594401346088 -0.0025819100905740164 -0.0055910291968652524 -0.0029279887107348957 0.00035990207202057716 -0.0088322932464336076 0.0029331370377822432 0.0013332252625107642 0.00015864357623902124 -0.0068402923113690846 -0.0035223579038776674 -0.0003778536343254782 0.00081552215249944661 0.0023738529435316578 -0.0061402219102364656 -0.0040337023914463971 -0.00024184198197382985 0.0043022726820170394 -0.0017948860125377485 -0.011979975583558174 -0.00081642104214110572 -0.0013854568639602779 -0.0043348521766503681 -0.00046441993630158226 -0.00013409263192870093 0.0021243614217463392
leaf_count=2452 1113 1775 1230 5513 7488 1461 1178 2025 6148 808 1380 43428 31488 712 8298 11002 10186 41467 8399 2995 1433 932 2653 230 3337 2970 1420 8015 5539 8577
internal_value=0 0.00870724 0.0138522 -0.0111593 -0.0698347 0.0196523 0.0241792 0.000906892 0.0378887 -0.0653208 -0.0144578 0.014954 0.0167907 -0.0930453 -0.0493484 0.0054464 -0.00759992 0.0422763 -0.108057 -0.0376569 -0.0531045 -0.0429764 -0.0041959 -0.0772036 -0.0549255 -0.0488055 -0.00160125 -0.0209387 0.0106065 0.0247633
internal_count=225652 200636 184303 34694 25016 149609 128297 28373 51606 6321 3991 76691 74916 14533 16333 27143 21312 47615 10851 10483 2611 15220 3585 1691 11635 3682 19621 9435 25118 14116
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=0
split_feature=92 13 108 63 16 128 44 62 10 2 48 128 43 71 128 128 10 99 126 5 7 51 127 51 127 108 63 5 10 57
split_gain=125.862 39.5624 23.8616 23.5554 20.3315 16.8205 14.9719 15.8564 13.7691 11.8102 11.6764 11.3687 11.3247 9.72888 9.25644 8.62601 7.73076 8.09841 7.4752 10.8125 7.37345 7.72246 7.30066 7.11885 7.2691 6.94801 6.9461 6.89102 10.6878 8.30537
threshold=-2.0918999999999994 -0.83846999999999994 -2.4495499999999999 -1.3405499999999997 -1.3581999999999999 -0.44999999999999996 0.91321500000000011 -0.17463499999999996 -4.4391499999999988 -1.5223499999999996 0.82249500000000009 1.0000000180025095e-35 1.14795 2.8513500000000005 -0.74999999999999989 -0.54999999999999993 -2.6898999999999993 -1.0421999999999998 1.1000000000000003 -1.0918499999999998 0.084039000000000016 -1.3284499999999999 0.67500000000000016 -2.0647499999999996 0.67500000000000016 1.4783500000000001 -1.0711499999999996 0.57810000000000017 1.9939500000000001 -4.3378499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 15 14 8 7 -6 -5 -7 23 26 13 -11 25 -2 -16 27 19 -9 -4 -22 -8 -10 -25 -3 -1 -18 29 -29
right_child=1 4 20 5 6 9 22 18 10 12 -12 -13 -14 -15 16 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0038094248199967138 -0.00098120603430088276 -0.00088990178940433597 -0.00054667117890571434 -0.0091519386764801394 0.0015768885488753584 0.0014169961376903932 0.002273188033303954 0.0021293823222298834 -0.00071309092920483807 -0.00011737701695397066 -0.00031306647246396094 -0.0030422753250440738 -0.0035010767540869302 -0.0031666122903147515 0.0021620944353165444 0.0016175356725687132 7.5649778505653138e-05 0.0012962343789206154 -0.0016580712021100536 -0.00034341179434528731 -0.00029452845379752631 -0.0040548393857614785 0.00062172023264002929 -0.0038203984416861556 -0.0090077127552573456 -0.0047530647062541649 -0.0069053101234073282 -0.0083789987555367897 -0.0080705414188355432 -0.00075940164666216928
leaf_count=2982 4322 4844 8528 826 28791 5528 36670 6080 1488 15549 3979 8685 4209 3145 4615 12226 11551 7668 5991 16198 2037 4141 8186 4221 804 1532 4617 384 647 5208
internal_value=0 0.00942318 -0.0591912 -0.0129265 0.0185167 -0.0261246 0.0257659 0.0150195 -0.0587284 -0.0131455 -0.0489418 -0.0855609 -0.0231586 -0.0126074 -0.00175319 0.0187759 0.0055846 -0.00124188 -0.0018037 0.00662902 -0.0299919 -0.0562999 0.0394361 -0.0750167 -0.0930074 -0.0363625 -0.113808 -0.0129514 -0.0397312 -0.0256527
internal_count=225652 194662 30990 56297 138365 39749 101916 57060 11318 28431 10492 16284 22903 18694 36449 16548 30073 25458 28269 22278 14706 6178 44856 6513 5025 6376 7599 17790 6239 5592
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=0
split_feature=92 44 35 51 78 127 5 128 128 114 122 16 113 120 128 99 0 126 127 43 87 26 100 9 128 79 126 0 126 127
split_gain=113.59 34.9536 27.7844 50.6332 22.2806 18.142 17.8219 12.8211 12.7108 11.9467 14.4041 11.8409 11.1098 9.98095 9.68124 8.95747 8.5733 8.03693 9.70963 7.69898 7.10904 7.08606 6.95988 9.62776 6.64056 6.46209 7.68061 5.99539 5.92496 7.7815
threshold=-2.0918999999999994 -0.36117999999999995 -1.22115 -1.8187499999999999 1.5119500000000003 0.67500000000000016 -1.0918499999999998 -0.6499999999999998 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.50808000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.54999999999999993 -1.5269499999999996 -0.55757999999999985 1.3 0.52500000000000013 1.5759500000000004 2.0073000000000003 -3.0826499999999997 1.2355500000000001 -2.5398499999999995 -0.74999999999999989 1.1590500000000004 1.5000000000000002 -1.79565 1.1000000000000003 0.67500000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 19 8 11 13 17 21 12 -11 16 15 -5 28 -8 -3 18 -4 25 -10 -1 23 -13 -7 -2 -27 -9 29 -15
right_child=1 5 7 6 -6 24 9 27 20 10 -12 22 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0064146686108477033 0.001696753821811006 0.0015513121480207244 0.0022562626175848728 0.0018141451612739428 -0.00072770684352823495 -0.0021331352118904431 -0.0056165141062237949 0.0036790764521276303 -0.0011714125464646877 0.0038988484917832516 -0.0024331652250175334 -0.0017118030841322932 -0.0020164815012590205 -0.00023726238198460057 -0.00032288213264038747 -0.0025206736852658213 0.00030107855046474229 -0.0042406282411749921 -0.0024114046805679894 -0.0011131395325293628 -0.0036448964143448977 -0.0037593680486602229 0.0030637695353122399 0.00189526343862944 0.00013878760410640433 0.00047419935581812108 -0.0044187285000238585 0.0013067414750850092 -0.0077409696642786879 -0.0083176259205422608
leaf_count=4630 14448 26218 2381 3157 9072 4069 7352 3171 5180 1209 3493 2040 6509 1112 5069 3425 28747 1424 2094 5023 6614 5494 11844 19856 15348 7953 892 16631 790 407
internal_value=0 0.00895202 -0.00602599 -0.017672 -0.0562316 0.0209403 -0.0445903 0.0215422 -0.0734822 -0.0607936 -0.016101 0.0270007 -0.0729506 -0.0107715 -0.0309058 -0.0926527 0.0179487 -0.0193795 0.00144214 0.0132457 -0.0511705 -0.0994743 0.0417472 0.031184 -0.00674627 0.0209028 -0.000384846 0.0337327 -0.0845775 -0.0480462
internal_count=225652 194662 86540 60839 30990 108122 32523 25701 21918 21988 4702 88705 17286 10535 7378 10777 54965 5899 4475 28316 11794 10124 33740 21896 19417 23293 8845 19802 2309 1519
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=0
split_feature=108 76 80 5 127 43 43 58 74 16 13 86 89 21 59 37 63 1 122 122 43 7 62 8 5 46 58 114 16 30
split_gain=104.241 48.3858 22.7443 18.8629 14.9239 13.5662 13.283 26.9423 13.0735 9.38624 9.1105 8.91811 8.75482 8.01909 7.36314 6.98735 6.84509 6.80353 6.23208 8.90765 8.17198 6.89189 7.18349 6.18806 6 6.24252 5.95301 5.64934 5.5147 5.30843
threshold=-2.3683499999999995 -2.2446999999999995 4.0979500000000009 2.8976500000000005 0.67500000000000016 -0.27133999999999997 1.4534500000000004 1.3704500000000002 -8.8071999999999999 -3.0918999999999994 1.8675500000000003 -1.8102499999999997 -8.6549999999999994 -2.1475999999999993 -2.7286999999999995 -2.0476499999999995 14.271000000000003 0.83530000000000004 -1.0000000180025095e-35 1.5000000000000002 1.1617500000000003 1.4420500000000003 -2.6816499999999999 1.0158500000000001 -1.30955 1.4990500000000002 0.40576000000000007 1.0000000180025095e-35 -0.16046499999999997 -3.9600499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 13 3 4 6 9 10 -8 11 -4 12 14 -3 -2 -1 -11 -5 -10 20 -20 26 22 -22 -9 -14 -26 -15 -16 -12 -6
right_child=1 2 5 16 29 -7 7 23 17 15 28 -13 24 18 27 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0051267696489335837 -0.0063257692393820456 -0.013659374681160305 -0.0053242512350797702 -0.00052140979359282667 -0.015108991818407837 -0.0041059356199883738 -0.0022457887491040456 -0.0010703382847876927 -0.00089203183976807935 -0.0035407273536234374 0.0014114910572527247 -0.0058225106751382989 0.0019412852233539281 -0.0020116532924407747 -0.0030584210759424853 0.00014428699057061515 -0.0045190713187868905 -0.0037117037178837453 0.0040984931945419432 -0.0015837463075670381 0.0018628634643719944 -0.0089417861710888637 -0.0045517627036192627 0.001648231547105963 0.0005899709294345689 0.0018184236993823129 0.0028731068455925633 0.00030074878783070854 0.0029361514508172409 -9.3392481051426588e-05
leaf_count=3226 1113 99 929 15191 59 2924 7814 2424 7488 1403 10018 4641 20582 7299 4996 15478 1152 2995 932 2653 532 692 2430 15339 37209 14322 682 1670 14537 24823
internal_value=0 0.00758936 0.0122123 0.0161675 0.0197454 -0.0189894 0.0242858 0.00401856 -0.060869 -0.00862504 0.0296428 -0.0802847 0.0239846 -0.0445766 -0.063317 -0.00323958 -0.016064 -0.0339523 -0.0385847 -0.00213045 -0.049817 -0.0889844 -0.0679928 0.0255449 0.0243926 0.0186279 -0.0318847 -0.0443373 0.0462823 -0.00257995
internal_count=225652 200636 184303 163569 147226 20734 122344 25577 25016 17810 96767 14533 72212 16333 9892 16881 16343 10483 15220 3585 11635 3654 2962 17763 72113 51531 7981 6666 24555 24882
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=0
split_feature=92 13 76 87 16 64 64 48 119 77 119 37 108 87 1 43 58 96 103 51 94 1 15 27 43 114 44 35 43 0
split_gain=94.2931 33.042 20.0655 18.6349 15.9851 15.273 12.5374 12.8582 11.9102 11.3037 9.55721 8.98758 8.84648 8.43879 8.03927 7.46834 8.98847 8.90871 7.42215 7.35952 7.21609 6.81094 7.26331 6.48966 6.11804 6.06747 6.00494 6.0005 5.92146 6.26273
threshold=-2.0918999999999994 -0.23829999999999998 -1.5781499999999997 2.1679500000000007 -1.3581999999999999 405.9500000000001 -1.5659499999999997 -1.1496499999999996 1.0000000180025095e-35 0.11529500000000001 1.0000000180025095e-35 -1.9323499999999998 5.3337000000000012 -14.382499999999999 1.8486500000000003 1.7080500000000003 1.6288500000000001 -0.84858999999999984 2.8779500000000007 -1.9349499999999999 -3.9424999999999994 -0.72462499999999996 20.508500000000005 -1.3601499999999997 1.0366500000000001 1.0000000180025095e-35 1.2322000000000002 -1.2345499999999998 1.3956500000000001 0.063486000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 18 20 6 -4 -8 14 25 11 26 13 -9 19 17 -17 -13 -1 -2 -3 -15 24 -5 -23 -10 -6 -21 29 -19
right_child=1 4 5 23 10 -7 7 12 9 -11 -12 15 -14 21 -16 16 -18 28 -20 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011685060121384672 0.00076243447449935353 -0.0032216500542785343 0.001833108778296638 -0.0047825739102100966 -0.0028737846233241248 -0.0084773158783565169 -0.0035138735125322946 -0.012253459146616895 -0.0042839642729282004 0.0012446822923675681 0.0022485839802205781 0.0023571324642563799 -0.0020382403173465828 0.0012753915802494005 -0.0046783866443219574 -0.0033768315077204675 0.00078828021857144678 0.0017655065264359832 -0.0049237495018788708 -0.0030914649664091766 0.00014183491893474996 0.00036949143963008169 -0.0049711503171577989 -0.0025169827146146362 -0.0017759476730779267 0.0013115703718670246 0.00072332661351743222 -0.0003745384667736564 -0.0017806375203026658 0.00044546067526642173
leaf_count=15965 2261 1693 9954 8590 2371 509 2636 133 1837 5541 20348 15770 4424 13437 3061 1868 4225 17463 1434 7778 27448 21130 747 5001 3943 658 2272 2751 1896 18508
internal_value=0 0.00815625 -0.00730969 -0.051233 0.0191314 0.00289956 0.00445574 -0.00244593 -0.0316342 -0.000273381 0.0260804 0.020109 0.00163505 0.00639709 -0.0475332 0.0234033 -0.0097733 0.0271721 -0.0295602 -0.0365159 -0.00107146 0.00724904 -0.00225303 -0.0789784 0.000641959 -0.0561654 -0.0222716 -0.0476318 0.0188552 0.0217262
internal_count=225652 194662 80800 30990 113862 56913 56404 46450 23887 8036 84721 64373 43814 39390 15851 59730 6093 53637 17399 12790 29141 39257 25820 13591 25073 2495 4643 10529 37867 35971
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=108 76 128 126 128 125 128 117 1 26 13 21 37 103 117 25 11 112 54 51 16 4 98 9 27 114 83 51 5 13
split_gain=87.0475 41.4312 28.3318 23.3175 17.3905 16.4613 13.9766 13.3373 9.28702 9.1731 9.11989 8.76699 8.48209 8.27894 8.16156 7.82888 7.81362 7.73187 7.5354 6.97182 6.80103 6.73975 6.3634 6.23481 7.80479 6.57986 6.232 7.10829 6.96234 6.01129
threshold=-2.3683499999999995 -3.0362999999999993 -0.44999999999999996 1.1000000000000003 0.65000000000000002 1.2500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -1.5981499999999997 -11.859499999999999 1.2697500000000004 -2.1475999999999993 -2.0876999999999994 -1.9590499999999997 1.0000000180025095e-35 -2.5066499999999996 -1.7824499999999996 0.6013400000000001 -1.8154499999999996 -0.31585999999999997 1.2133000000000003 -0.47397499999999998 -1.6357499999999996 -0.56239499999999987 -1.5930499999999996 1.0000000180025095e-35 -1.5791499999999996 -1.7581499999999999 2.1262500000000002 -1.42275
decision_type=2 2 2 2 2 2 2 2 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 11 3 7 8 18 15 17 -4 -6 13 -2 -11 -10 -8 -1 -7 20 -5 23 29 -14 -21 24 -13 -25 27 -15 -29 -3
right_child=1 2 4 5 9 16 14 -9 10 12 -12 19 21 26 -16 -17 -18 -19 -20 22 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0054538685426058489 -0.0075516559596879203 -0.0027331971360859035 0.0023813824718900024 -0.0078998548737026237 -0.0042951687593048588 -0.0062067941597913319 -0.00065619934232566055 0.0017733728367749836 0.0020174343247579612 -0.0023218459314441448 0.0018850016159566692 -0.0015192171277699116 0.0011729301794300565 0.000640019926825623 -0.0031496998927690611 -0.0028391888760472784 -0.00041127044598488475 -0.0014757580495532278 -0.0032783000524992849 -0.0081212673712800654 0.0016893137914702858 -0.0001711246780494338 -0.0028624163314113736 -0.0040526627096632026 0.0030976030547168378 0.00065520531966629719 0.0014907157075710641 -0.00027829002764203335 -0.003198902029981009 0.00010445149071849598
leaf_count=5380 804 2222 16593 1073 1163 621 7907 10299 9611 3066 23623 2857 16478 19331 5610 6119 9161 9669 4955 765 5797 21493 2319 2846 1347 1004 9771 9510 2598 11660
internal_value=0 0.00693527 0.0105504 -0.00844259 0.0184558 -0.0409141 -0.055623 0.00450604 0.0262342 0.00167559 0.0214657 -0.0501863 0.0041576 0.0139196 -0.0338217 -0.0812502 -0.0155839 -0.00635915 -0.082019 -0.0429066 0.00501824 0.0082429 -0.083338 -0.0274248 -0.000798915 -0.056499 0.00775575 0.000900117 -0.0180992 -0.00699504
internal_count=225652 200636 188694 55457 133237 15810 25016 39647 91037 42200 74444 11942 41037 50821 13517 11499 9782 29348 6028 11138 19679 37971 3084 8054 4204 3850 41210 31439 12108 13882
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=0
split_feature=92 13 14 76 27 13 16 115 64 48 124 115 115 79 123 12 76 108 39 94 87 1 1 31 124 108 16 17 24 42
split_gain=78.8503 28.1471 19.4275 17.5471 15.9055 14.3802 14.3529 10.0675 9.83597 12.2265 9.04405 8.60081 8.37308 7.6159 7.51311 7.18651 7.12655 6.92247 6.88128 6.66717 6.66671 6.63184 6.2644 6.24641 6.2316 6.49415 6.09596 5.97445 5.90352 5.83022
threshold=-2.0918999999999994 -0.23829999999999998 28.148000000000007 -1.5781499999999997 -1.3601499999999997 -2.0701499999999995 -1.3581999999999999 1.0000000180025095e-35 -1.5659499999999997 -1.1496499999999996 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.3602500000000004 0.75000000000000011 -10.597499999999998 -2.6357499999999994 3.0970500000000007 0.25430500000000006 -2.4108499999999995 -14.382499999999999 -2.7310499999999993 -1.4848499999999998 -0.04166799999999999 -1.0000000180025095e-35 -1.8599499999999998 1.9364500000000002 -2.1201999999999992 -2.0054999999999996 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=4 2 3 7 5 23 19 14 -5 -10 15 18 -6 24 26 -4 28 20 -8 -3 -11 -20 -12 -1 -9 -26 -2 -21 -13 -15
right_child=1 6 10 8 12 -7 11 13 9 17 22 16 -14 29 -16 -17 -18 -19 21 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0031229380822533933 -0.00071435029244745383 -0.0020789276376182147 0.0066997731591621097 0.0017306714789586345 -0.00050225738216013404 -0.0015320337932417953 0.0019879011151438426 0.00095884340614347586 -0.0033313382445822092 -0.01273736116099539 0.00044716222773054511 -0.016528064554215086 -0.0030811975010217379 -0.0038758956144350079 -0.0027785575874902388 -0.0027521923165877995 0.0006077867887153667 -0.0011932158604079169 0.0096304241430567906 -0.0020844431567233696 0.00052609673500830974 0.00074031546101295434 -0.0068174816218706212 -0.005736975048715974 -0.0083841573674758169 -0.0019324330741641649 0.0020256950868382056 0.00046355757491380446 -0.0027223896508992884 -0.00971650565196195
leaf_count=3822 11063 3642 282 9905 11289 5831 35684 1294 2610 95 348 98 4364 1405 3610 701 28344 7407 212 2557 34757 20014 2015 5684 506 1702 2486 22942 369 614
internal_value=0 0.00745851 -0.00681596 -0.00359308 -0.0468502 -0.0697374 0.0175881 -0.0269839 0.00609225 -0.000203904 -0.08142 0.0241728 -0.0244251 -0.0641268 -0.015033 -0.000812834 0.010137 0.0038985 0.0314057 -0.0015555 0.00979886 0.01667 -0.114952 -0.0937194 -0.035926 -0.0682191 -0.00423202 0.00416096 -0.11239 -0.113042
internal_count=225652 194662 80800 77454 30990 15337 113862 22680 54774 44869 3346 84721 15653 5521 17159 983 28811 42259 55910 29141 34852 20226 2363 9506 3502 2208 13549 25499 467 2019
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=77 76 128 125 126 127 128 115 44 39 67 42 51 115 10 115 127 126 1 4 108 108 126 5 4 128 48 39 87 101
split_gain=73.3387 42.6592 27.3914 23.6135 22.2072 19.1775 16.5329 11.6059 10.2634 9.07441 8.93068 8.45214 8.44499 8.43747 8.1309 8.0292 9.82886 10.8644 7.88344 7.78913 6.78478 6.68585 6.64647 6.32645 6.18149 5.85502 6.25824 5.44159 5.38075 5.21682
threshold=-14.834999999999999 -3.0362999999999993 -0.24999999999999997 1.7500000000000002 1.3 0.67500000000000016 0.65000000000000002 1.0000000180025095e-35 0.81384000000000012 2.6909500000000004 -1.0830499999999998 1.7069500000000002 -2.0647499999999996 1.0000000180025095e-35 -3.7906999999999997 1.0000000180025095e-35 0.52500000000000013 1.1000000000000003 0.8607800000000001 5.9379000000000008 -1.8065499999999999 -1.9158499999999996 1.3 0.82996000000000014 -0.68789499999999992 -0.14999999999999999 -1.2075499999999997 0.38406500000000005 -0.88340499999999988 -2.1527999999999996
decision_type=2 2 2 2 2 2 2 2 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 13 3 4 5 19 7 23 15 25 18 14 -13 22 -6 16 17 -5 -8 -3 -7 -17 24 -4 -2 26 -1 -25 -27 -26
right_child=1 2 6 8 11 20 10 -9 -10 -11 -12 12 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 27 29 28 -28 -29 -30 -31
leaf_value=-0.023698125155165031 0.00030320975608019127 0.00045306001176827508 0.002183494250498688 0.0023643210040223258 -0.0092947665245063909 -0.0091813550452357739 0.00034491203504398888 0.00049937269617054351 0.0015368464696856978 -0.0051026007208756002 0.0018619214881205933 -0.0028130006375776204 -0.010798298064633715 -0.0044586532281004924 -0.002397400768503402 -0.0063199528747482541 -0.0013800606241024631 -0.00092770434553859189 -0.0012175441147741167 -0.0047723917665666461 -0.002701612367574692 -0.0010611504110836683 -0.0044820319719697599 0.001714814164159232 -0.0089415717590095919 0.000305321681842632 -0.0035953965080581518 -2.7080501751423645e-05 -0.0023947711749016634 -0.0018945373282407342
leaf_count=39 4204 17199 33987 7593 456 444 24270 26860 14938 4014 6317 608 727 3505 6784 669 5019 3741 12097 744 4482 6259 1751 11621 277 2524 5303 7300 6860 5060
internal_value=0 0.00542549 0.00941041 -0.00642058 -0.0267184 -0.0104453 0.0184167 0.0269165 0.0102791 -0.0599039 0.00253216 -0.0701179 -0.143231 -0.0463122 -0.0566364 -0.00284744 0.00924017 0.0255545 -0.00349637 0.00472777 -0.0657131 -0.0313793 -0.0330084 0.0355109 -0.022615 -0.0484152 -0.0748432 0.0208553 -0.0333706 -0.0452058
internal_count=225652 206912 192115 69663 31444 22869 122452 79768 38219 18740 42684 8575 1335 14797 7240 23281 16353 11334 36367 17943 4926 6928 11292 52908 9541 14726 5342 18921 9384 5337
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=0
split_feature=108 44 63 11 16 115 115 123 10 5 18 120 47 58 25 14 80 48 14 39 71 41 58 107 47 72 3 56 110 112
split_gain=67.0279 30.5086 23.9176 15.7928 11.5352 11.2025 10.1546 9.71242 9.68744 9.09307 8.98504 7.66621 8.07189 8.13164 7.41003 7.25891 6.96724 6.76441 7.19414 6.2619 6.11791 6.08398 6.18896 6.05123 5.92869 5.85199 5.82834 5.56146 6.5631 5.54925
threshold=-2.3683499999999995 -0.36117999999999995 -1.3256499999999998 -1.2412499999999997 -0.40265499999999993 1.0000000180025095e-35 1.0000000180025095e-35 0.8500000000000002 -2.0797999999999992 -2.1390499999999997 -1.7463999999999997 1.0000000180025095e-35 -1.1778499999999996 1.81715 -1.2141499999999998 -1.0653499999999998 1.49875 -1.1629499999999997 5.3259500000000015 1.0840500000000002 3.8250500000000005 1.5310500000000002 1.1325500000000004 -18.291999999999998 -1.1692499999999997 -1.2192499999999999 15.926500000000003 -1.9397499999999999 1.4573500000000001 -1.1501499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 11 9 10 7 14 15 27 -4 -3 -2 13 -13 19 -5 24 -11 20 -1 -19 -7 -23 -20 -17 -25 29 -6 -29 -10
right_child=1 4 3 5 8 21 -8 -9 26 17 -12 12 -14 -15 -16 16 -18 18 23 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0015853202070183359 0.0021761024970863192 -0.00048680012360979863 0.00023790641067573143 -0.0016418710458361357 0.0014262573925159965 -0.001119496792583702 -0.0040519512371769628 -0.0025532396305347344 0.0024455738992548385 -0.0055694871135574956 0.00087632105986809247 -0.0026622117769672625 0.00093511086495745913 0.0011946118592682032 -0.00061834528444904783 -0.00076126304066908505 -0.00032699506881697058 -0.0011514934714577847 0.0034572228317200724 -0.0040524153490561245 -0.0038200528851157073 -0.0059854775590131607 -0.00031461267334171759 -0.0037694164710540081 0.0019157957924843096 -0.0092546063623001884 -0.006827647166638225 7.9107961629918463e-05 -0.0035912737075076634 0.0012981864074134836
leaf_count=5826 7678 20704 3628 3553 3252 9900 7029 2962 15025 1641 29053 3715 15379 2162 7556 2497 8792 10266 216 4605 2716 1415 729 1773 12042 670 204 3514 1864 35286
internal_value=0 0.00608573 -0.00734994 -0.0183101 0.0174033 -0.00710618 -0.0488094 0.00328214 0.0268431 -0.0407555 0.00618247 0.0164387 0.00665572 -0.0248677 -0.0362147 0.00926992 0.0156823 -0.0503102 -0.0439019 -0.0534895 -0.0341958 -0.0328493 -0.0811456 -0.09129 0.0291205 -0.105475 0.0321329 -0.00412042 -0.0238607 0.0328169
internal_count=225652 200636 91734 62800 108902 41890 25016 29846 59145 20910 49757 28934 21256 5877 17987 26884 23331 17282 15641 10431 12982 12044 2144 2659 14539 2443 50515 8630 5378 50311
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=0
split_feature=74 13 128 2 120 43 57 86 9 5 37 63 115 128 43 46 63 128 126 70 108 98 42 19 5 102 69 126 90 67
split_gain=60.8217 28.1969 19.882 15.529 14.1994 14.2785 13.9267 11.6787 11.841 9.68108 9.50338 9.45596 8.5734 8.06643 7.78711 7.54355 6.97847 6.8594 6.49705 6.08527 7.89496 7.87195 7.33144 8.56977 5.69602 5.68416 5.65662 5.44683 5.72937 5.41851
threshold=-10.128499999999999 -0.95217499999999988 -0.44999999999999996 -1.1534499999999996 1.0000000180025095e-35 1.5759500000000004 1.3067500000000003 -0.71282999999999996 -3.5704499999999997 2.4118500000000007 -2.0476499999999995 -0.87010999999999983 1.0000000180025095e-35 -0.74999999999999989 1.14795 -1.7203499999999996 628.95500000000004 0.75000000000000011 1.3 0.94993000000000005 26.756500000000003 -1.6357499999999996 -3.5593499999999998 -0.93535999999999986 -1.1378999999999997 -4.2351999999999999 -1.5916499999999998 1.3 1.5036500000000002 -1.5316499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 7 -4 24 9 -7 8 27 12 -1 -5 13 18 15 -13 -17 -15 -6 20 21 29 -22 -24 -3 -20 -10 28 -2 -12
right_child=1 4 3 11 5 6 -8 -9 26 -11 19 14 -14 17 -16 16 -18 -19 25 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0042914450563620787 -0.0083740561837855158 0.0024547991149766364 0.0014082774253162754 0.00038372761782337546 0.00062318040279368586 -0.0035154736801814366 -0.00014204645004325128 -0.0009943999858631578 -0.0050458494914028436 -0.00069275811389717492 -0.0037286187829092495 -0.0032553702035733735 4.5644156673848176e-05 0.0018067094903541703 -0.0037661769072418597 -0.00020226533974544776 -0.0086827176826303806 0.00032711571302920534 -0.016174371340672788 0.00068940382606362332 -0.0045950722702183698 -0.0013234762626561467 -0.013743142082327695 -0.049777160076932475 0.0010877845580299827 -0.0018342361270290326 -0.0017411934558906874 -0.015169104363597117 0.0030063161498490184 -0.019819159099375303
leaf_count=5636 710 10665 12340 11759 8298 4203 11245 9678 1904 12855 4086 2873 26358 32809 3009 11108 248 10290 71 1983 151 9537 66 22 26691 2587 4048 238 131 53
internal_value=0 0.00533251 -0.0133123 -0.00154573 0.0127416 0.00696214 -0.0211974 -0.042422 -0.0734395 0.0116262 -0.0505462 -0.0141897 0.0156997 0.02291 -0.0291045 -0.0193306 -0.00774934 0.0290691 -0.00131873 -0.0380381 -0.0454237 -0.0422749 -0.225607 -0.455033 0.0295612 -0.0443457 -0.0559666 -0.169824 -0.132027 -0.0786932
internal_count=225652 204118 58046 41337 146072 108716 15448 16709 7031 93268 21534 28997 80413 54055 17238 14229 11356 43099 10956 15898 13915 13676 239 88 37356 2658 5952 1079 841 4139
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=0
split_feature=92 119 128 76 125 128 27 115 13 94 99 5 128 65 5 127 51 71 79 57 114 125 117 40 43 108 108 37 43 46
split_gain=56.8209 24.035 22.9487 19.671 14.3669 13.6452 12.1013 11.2785 11.2504 9.46158 9.06776 8.74335 8.07174 7.82845 7.78909 7.19212 7.16144 7.11308 7.4011 7.05133 6.68202 6.25769 6.2098 6.02148 5.42693 5.34996 5.22762 5.12416 4.98007 4.96404
threshold=-2.0918999999999994 1.0000000180025095e-35 -0.44999999999999996 -1.5781499999999997 2.2500000000000004 0.75000000000000011 -1.3601499999999997 1.0000000180025095e-35 -2.0701499999999995 2.9018500000000005 -0.88399499999999986 3.0724500000000003 -0.24999999999999997 -1.3353499999999998 -1.1378999999999997 0.67500000000000016 -1.3464499999999997 1.1231500000000001 1.8965500000000002 -2.4956499999999995 1.0000000180025095e-35 2.2500000000000004 1.0000000180025095e-35 -1.7933499999999998 -7.7045999999999992 3.3624500000000004 6.4997000000000016 -1.9323499999999998 1.8450500000000003 -2.3668499999999995
decision_type=2 2 2 2 2 2 2 2 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 15 9 7 8 27 -1 11 16 13 -8 -5 -3 21 -7 -16 -19 -9 -14 22 -2 -18 -25 -23 -15 -4 -24 -6
right_child=1 14 5 4 29 10 12 19 -10 -11 -12 -13 20 26 17 -17 23 18 -20 -21 -22 25 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0040473190160128019 -0.0011736822699636286 0.0022301977561751027 -0.00038102842779212301 -0.0021879117726464601 -0.0042466719494249064 -0.00037344864642421897 -0.0025768213459014689 -0.0023838386590436518 -0.0012576448786714165 -0.0041336147411093838 0.001051856306841536 -0.0035253285925069926 -0.00085306089541038418 0.00022391562180183126 0.0013061293570487747 -0.006541305572069985 -0.005283729985044304 0.00054718744218004592 -0.0024748161690124255 0.00022812654174943496 0.0022584567621772196 0.0009885705505704044 -0.0040340334149668857 -0.007073806539164622 -0.0011669561651050954 -0.0069240987784871871 -0.0030884789434754978 0.0014139478795156171 -0.0098501561983005553 0.0012961382913618412
leaf_count=9506 1826 14487 4388 5232 420 13064 5392 2983 5831 2277 6797 2608 8066 17524 25907 1324 1406 7857 2730 19313 2195 1623 2520 421 5092 246 1278 42345 431 10563
internal_value=0 0.00633147 -0.000287433 -0.0181664 -0.00910687 0.00864597 -0.0397708 0.0160792 -0.0597342 -0.0208006 -0.0105141 -0.0155126 -0.0202104 -0.00954509 0.0249857 -0.0635229 -0.0212459 0.0171978 -0.00464153 -0.00242661 -0.0037491 -0.050115 -0.0693085 -0.0472587 -0.0323607 -0.00105809 -2.46556e-05 0.0249082 -0.0976698 0.0216835
internal_count=225652 194662 143681 47872 39902 95809 30990 69029 15337 28919 26780 26642 15653 24034 50981 7970 19983 36494 10587 22296 10261 6646 4777 6919 5513 1869 18802 46733 2951 10983
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=0
split_feature=69 56 8 43 115 59 27 13 16 43 58 34 0 32 33 34 73 4 54 35 16 51 16 10 15 16 0 107 16 16
split_gain=54.0725 25.4458 18.3312 24.932 15.3756 12.7537 11.1757 11.2113 9.84985 9.25378 16.1002 8.57693 6.97189 6.87439 6.52768 6.38287 6.1473 5.70909 5.6292 5.62297 5.46034 5.24859 5.22781 6.64973 5.1826 5.71131 5.17279 5.09954 4.96839 4.92133
threshold=-1.5647499999999999 -1.9079499999999998 0.35572500000000001 0.8377650000000002 1.0000000180025095e-35 -3.0319499999999997 -1.8636499999999996 -2.0701499999999995 -1.8369499999999999 1.4382500000000003 1.4329500000000002 -1.5652499999999996 2.6155500000000003 -0.82556999999999992 -1.8011499999999996 -1.2042499999999998 -9.7356999999999978 1.5864500000000004 1.4527500000000002 -1.5764499999999997 -1.3304999999999998 -1.9593499999999999 -0.091383999999999979 -0.92737999999999998 -0.35022999999999993 -3.0918999999999994 5.7156000000000011 -2.3319499999999995 -1.3832999999999998 0.64066500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 5 6 17 7 27 24 13 26 -6 15 -4 -10 29 -5 -2 -19 21 -18 -13 23 -1 25 -7 -11 -3 -25 -8
right_child=2 4 9 16 11 8 12 -9 14 10 -12 19 -14 -15 -16 -17 20 18 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0010846072085997599 -0.00029704983166485604 -0.0022934308845756106 0.0021573999043398686 -0.0094962060986155724 -0.0046759042293924302 -0.0082730685888787285 -0.0018466479354460675 -0.00077751224210536826 -0.0012645956232117583 -0.0016594026641499734 0.0010602248715252782 -0.00024737523547163696 -0.00254533601579238 0.00097038387178977449 0.0011237158477116504 0.00079165499642100629 -0.0040292923609166883 -0.0036944427843537894 8.4289976461189987e-05 -0.0010406745301195103 -0.0013653894321876765 -0.0045663837850735758 0.0018257338272272901 -0.0031091522906171488 -0.00012147547446448376 -0.0017219431307351177 -0.010877901922839765 -0.0048741396779976931 0.00041652020865231524 0.00036020873506842235
leaf_count=5210 9574 3815 20898 270 5397 403 6528 6610 3052 6207 17120 916 3588 29296 45715 9469 2374 3016 1464 5010 10140 3031 5677 2349 6758 1907 156 3842 1739 4121
internal_value=0 -0.0237445 0.0100919 5.54704e-05 -0.0341465 0.00729163 -0.0236074 -0.0457212 0.0138575 0.0216263 0.0052414 -0.0620272 -0.0102986 0.0292918 0.0194849 -0.00305628 -0.0406361 -0.0197282 -0.0491921 -0.0430525 -0.037415 -0.071281 0.0126029 -0.0019967 -0.0164065 -0.0572969 -0.0377082 -0.0717667 -0.0321872 -0.0198526
internal_count=225652 67302 158350 84673 52327 71889 37973 14267 57835 73677 23483 14354 23706 50194 48767 20118 12784 14054 4480 8957 12514 3947 14975 9298 9068 2310 6363 7657 4088 10649
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=0
split_feature=69 56 21 8 128 16 44 115 0 10 44 83 7 119 16 128 47 12 97 128 1 103 16 16 59 128 2 59 114 16
split_gain=48.8004 23.1152 17.8881 16.1249 15.9404 11.6098 11.1984 12.1466 9.53044 9.96696 9.28591 9.15834 10.6632 8.82988 8.81874 8.31622 8.3063 7.80321 7.76644 7.67872 6.90761 6.83564 6.56753 6.32139 5.95737 5.48746 5.32871 5.10232 4.97538 5.03939
threshold=-1.5647499999999999 -1.7910499999999996 -2.1475999999999993 0.22373000000000001 1.0000000180025095e-35 -1.8369499999999999 -0.47922999999999999 1.0000000180025095e-35 -1.1447499999999999 -2.7450499999999995 -1.4053499999999997 -1.7867499999999998 -1.1312499999999999 1.0000000180025095e-35 3.0855500000000005 -0.74999999999999989 -1.1365499999999999 1.0992500000000003 1.0727500000000003 -0.44999999999999996 -1.0308499999999998 2.4521500000000005 1.9987000000000001 -1.8587999999999998 -3.0319499999999997 -0.74999999999999989 0.55503500000000006 -1.8465499999999999 1.0000000180025095e-35 -2.0186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 6 15 7 24 -7 13 -5 12 -6 18 20 17 -11 -4 19 -10 -12 -18 28 -17 -3 -8 -26 -25 -14 -30
right_child=2 4 3 10 11 8 25 -9 9 16 14 -13 22 -15 -16 23 21 -19 -20 -21 -22 -23 -24 27 26 -27 -28 -29 29 -31
leaf_value=0.00048724248937782264 -0.0023132268079461477 -0.0040260863413071274 -0.0035478729841058412 -0.0019951397771238231 0.00066336570695771488 0.0015313153547946367 -0.0026802400091688527 -0.0054071691276601826 -0.006352143139884657 -0.0023224414575087125 0.001720810259943188 0.00050902540307251804 -0.0031996452348936424 0.0015109566844444954 0.0028407644066642786 -0.00048753629437345666 0.00071222365874287785 -0.024342774101735458 -4.9277564342422094e-05 -0.0019809572782069321 0.00064539082582583916 -0.0019353504832507872 -2.3698553219040347e-05 -0.016124671033543089 -0.00083736601110583585 0.00089377994995461858 -0.0032709028566909951 -0.0026850279168222323 -0.005614157092477483 0.00029808773151201057
leaf_count=16667 5534 4141 2339 2353 4520 13470 1706 4615 1641 2721 22709 8544 9090 1842 7335 10602 36389 46 2267 2591 43600 2613 2988 115 5958 2899 3614 183 434 2126
internal_value=0 -0.0225573 0.00958732 0.0116099 -0.0331899 0.00139279 -0.0526905 -0.0637671 0.00701433 0.0006614 0.0219375 -0.0170463 -0.0291888 -0.0308957 0.0239134 -0.0254916 0.0069701 -0.078979 -0.0482174 -0.0735186 0.0202738 0.0106969 -0.0422987 -0.0137882 -0.0488326 -0.00860552 -0.0351234 -0.157429 -0.0530259 -0.0140845
internal_count=225652 67302 158350 152816 50635 76819 22933 18328 63534 50064 75997 27702 19158 8341 73644 13285 41723 2385 6499 4232 66309 39002 14638 10900 13713 4605 9572 298 11650 2560
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=0
split_feature=108 76 120 128 126 115 128 44 3 70 39 54 115 0 124 128 117 49 46 42 1 79 42 117 11 108 128 44 125 43
split_gain=44.9886 24.7313 18.89 17.9339 14.19 12.8611 10.2672 8.54096 8.36812 8.19499 8.09604 8.04079 7.80237 7.51362 7.06595 7.41291 7.03902 6.82363 6.73545 6.23504 6.20811 5.99466 7.7468 5.70508 5.38455 5.24956 5.04972 4.86289 5.39457 5.68305
threshold=-2.3683499999999995 -2.2446999999999995 1.0000000180025095e-35 -0.6499999999999998 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -1.3233499999999998 10.320500000000001 -3.3729999999999998 0.70235500000000017 0.65608500000000014 1.0000000180025095e-35 0.7640450000000002 -1.0000000180025095e-35 -0.54999999999999993 1.0000000180025095e-35 -1.3537499999999996 -3.1324499999999995 1.4551500000000004 -1.6169499999999999 0.64752500000000013 1.0680500000000002 1.0000000180025095e-35 -2.0772499999999998 2.4545500000000007 0.75000000000000011 -1.29145 2.2500000000000004 1.4973500000000002
decision_type=2 2 2 2 2 2 2 2 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 14 21 4 8 10 12 -7 9 -4 -5 27 -1 26 23 19 -8 18 -11 -16 24 -3 -23 -2 -17 -19 -12 -6 29 -29
right_child=1 2 3 5 11 7 16 -9 -10 17 13 -13 -14 -15 15 20 -18 25 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0023009474601061661 0.0011728968195005955 0.0016726915591911461 -0.0040761754338950315 0.0012375209073890749 -0.010458907562618455 -0.0037207763220776786 -0.00010402319124046185 -0.00016461344571537471 -0.0061647901272648764 -0.014988423999078494 0.0012259992640652564 -0.00088245160318697674 -0.0052268572659420979 -0.0011723277976970967 -0.0033453078575143621 0.0065032441268766498 -0.002419705409149122 0.00071233688353676951 -0.0014191016078493055 -0.009122194038980477 -0.0023988919197184184 0.00077471580500608744 -0.0036551568890513838 -0.0019705535091585047 -0.0003991822828231001 -0.0012340948165010003 -0.00079899131733985034 -0.0038399403725302402 0.00077864254846541747 -0.0098542791005578612
leaf_count=8368 3251 31659 1353 44960 324 1784 7907 31518 617 93 12163 2436 3131 7818 1952 350 5610 17070 5492 614 6104 14314 1060 2596 1466 4346 4122 2203 493 478
internal_value=0 0.00498581 0.00829092 0.00236491 -0.0172092 0.0090394 -0.0399877 -0.00710237 -0.00808405 -0.00557698 0.0168229 -0.06176 -0.0619525 0.00203554 -0.0323094 -0.0478409 -0.0213022 -0.00177135 -0.0329011 -0.0945524 -0.0327068 0.0255865 0.00938574 -0.00445517 0.0186226 0.00634686 0.0142688 -0.0924788 -0.0805662 -0.0982449
internal_count=225652 200636 184303 137270 34905 102365 25016 33302 28971 28354 69063 5934 11499 24103 16333 10486 13517 27001 5585 2566 7920 47033 15374 5847 1816 21416 16285 3498 3174 2681
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=0
split_feature=11 64 37 53 110 56 60 108 108 100 46 16 100 16 10 110 34 112 41 14 48 10 34 0 114 35 57 84 16 15
split_gain=42.2815 20.988 16.4786 12.7156 12.2524 11.6867 10.0835 9.65064 9.64676 9.63253 8.28677 7.93197 7.54245 7.29381 6.74257 6.58117 6.67366 6.22427 7.74784 6.04826 6.03476 5.89958 5.77298 5.69816 5.623 5.81625 5.27783 5.24781 5.236 5.84201
threshold=-1.2412499999999997 -1.1769499999999999 -2.0476499999999995 -2.2183999999999995 -2.9889499999999996 -1.9759499999999999 -1.1932499999999997 -1.4611499999999997 -2.1384499999999993 2.9958500000000003 -2.1631499999999995 -0.40265499999999993 -0.98807499999999993 -2.1422999999999996 -1.8608499999999999 -6.6821499999999991 -1.0671499999999996 -0.95017499999999988 0.28023000000000003 24.639500000000002 -1.1629499999999997 0.75205500000000003 -1.7554999999999998 2.0988000000000002 1.0000000180025095e-35 -1.4983999999999997 -1.85015 13.987000000000002 3.3708500000000003 -1.9123499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 9 -4 13 -3 15 21 24 26 -9 14 22 -5 -12 -7 -17 -14 -19 20 -8 -6 -13 -22 25 -1 -2 -26 29 -10
right_child=2 5 3 4 7 6 19 10 28 -11 11 12 17 -15 -16 16 -18 18 -20 -21 23 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0034715241315558241 -0.0043806133828141382 0.0007419752634010594 -0.0015556013005051876 -0.0037020665038232682 0.00046077111718418278 -0.015386385959782848 -0.0046433096125181169 -0.00064306774962314035 -0.00040992033035209082 0.0003839213357183346 0.0017647113229864765 -0.0018989572347388767 0.0025689167505697262 -0.00031203121044174513 0.00028011993904866723 -0.0040818207463119193 -0.0019306832189975318 0.0019205433429259997 0.00011206947718090793 -0.0049303433553978407 -0.00014493079975959883 -0.0012068191510031679 0.0009113654184754145 -0.0027743413105100387 0.00054218437651553102 -0.00053610955751217358 -0.001552091767086487 0.018197809245307433 0.0040779357041201619 0.001643548244318479
leaf_count=3574 2214 3415 6887 1811 14771 111 1085 7284 8455 5616 9773 2154 16750 12809 35175 8468 6279 18591 8691 1106 9025 8275 12051 2670 1983 3197 6465 43 1057 5867
internal_value=0 -0.023731 0.00789577 0.0108915 0.0128443 -0.0404665 -0.0470373 0.0158538 -0.00146948 -0.0245916 0.019737 0.0220382 0.0297408 -0.0146392 0.0120583 -0.065144 -0.0633181 0.0362047 0.0268887 -0.027663 -0.0215234 -0.00276003 0.00970434 -0.0149046 -0.0278811 -0.0417107 -0.0454729 0.0183382 0.0136383 0.00862564
internal_count=225652 56335 169317 155022 148135 32159 28744 133515 24176 14295 110469 103185 58237 14620 44948 14858 14747 44032 27282 13886 12780 23046 14205 11695 8797 6771 8679 2026 15379 14322
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=0
split_feature=92 119 128 125 13 128 115 37 42 127 54 42 14 128 11 9 5 57 37 86 57 102 27 35 51 118 7 64 42 27
split_gain=38.4802 20.1944 18.5814 16.8046 13.7463 12.2292 9.34745 9.10674 8.35718 7.78303 7.66037 7.50076 7.09873 7.09798 6.83977 6.82407 6.78239 6.70227 6.38781 5.87317 5.53228 5.37922 5.35151 5.34877 16.1788 5.84365 5.33817 5.56374 5.26695 5.21668
threshold=-2.0918999999999994 1.0000000180025095e-35 -0.44999999999999996 2.2500000000000004 -1.2830499999999996 0.75000000000000011 1.0000000180025095e-35 -2.0476499999999995 -14.312499999999998 0.37500000000000006 -1.3613499999999996 1.7267500000000002 12.206000000000001 -0.24999999999999997 -1.6625499999999998 -1.0732499999999996 -1.1378999999999997 1.85165 -2.0876999999999994 0.065231000000000011 -2.4956499999999995 -3.831 -0.13232499999999997 -1.8010499999999998 -1.9593499999999999 1.0000000180025095e-35 -1.30365 52.270500000000006 -1.7583499999999999 0.74162000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 10 6 -4 22 -7 -5 -2 15 19 26 -11 29 -3 21 -10 -12 28 -13 -1 24 -18 -26 -9 -28 -8 -6
right_child=1 16 5 9 11 8 20 13 18 14 12 17 -14 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0039414906049241201 -0.0056449746553077461 0.0020307995844633204 0.0011128264645492885 0.0019114387450938218 -0.0013489587963702559 -0.0060787232665374087 -0.00094062305359793135 -0.00019334042263890983 -0.0031796260186009689 -0.0055639831456699273 -0.0033151343691724799 -0.022726861816709458 -0.0094950255643643997 -0.0005811722228146113 -1.5366861247128707e-05 -3.1195897771966491e-05 0.0012527635349728315 -0.0014683000476005197 -0.0001862428801480755 0.0004139962942473612 0.00017811375658548719 -0.0053136390101118655 -0.00022343611064598544 0.0015818096743731996 -0.0029668228487939709 -0.00028055365106014027 -0.0028991035705126394 -0.013053425063001181 -0.0058297957500090909 -0.0053125843702816269
leaf_count=5445 2465 14487 46733 6447 6439 666 2254 2074 1924 610 2378 46 310 16155 6206 16460 15640 2422 24190 1899 19313 1237 1177 12677 3687 4490 6001 138 729 953
internal_value=0 0.00521038 -0.000856694 -0.0169447 -0.0285431 0.00718185 0.0142188 -0.0327287 -0.0109569 0.0133207 -0.0679397 -0.0184613 -0.0437788 -0.0237924 -0.0102388 -0.011959 0.0223094 -0.0603219 -0.00813572 -0.0331878 -0.00262843 -0.118759 -0.0656128 0.0150422 0.00620973 -0.0298358 -0.0477289 -0.0625473 -0.0427093 -0.0371992
internal_count=225652 194662 143681 47872 34609 95809 69029 30990 26780 13263 7052 27557 4587 24368 6816 23852 50981 3705 26114 4277 22296 1283 6622 36494 23817 8177 8213 6139 2983 7392
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=0
split_feature=69 56 17 44 128 110 110 115 101 115 99 7 122 44 1 71 63 0 5 59 59 71 16 43 25 13 70 41 84 16
split_gain=36.4759 17.8498 15.4312 13.2937 12.5964 11.2642 11.3448 9.46813 9.13608 8.90632 7.80647 8.99923 8.03213 7.76408 7.32492 6.76379 7.11343 6.36883 6.25206 6.53184 6.24487 5.8139 5.43884 5.22217 4.90808 6.29399 4.90691 5.97744 4.79224 4.58449
threshold=-1.5647499999999999 -1.7910499999999996 -2.1201999999999992 -1.3972499999999999 1.0000000180025095e-35 3.9183500000000007 -4.1768499999999991 1.0000000180025095e-35 -1.3856499999999998 1.0000000180025095e-35 -1.6310499999999999 -1.7306499999999996 1.0000000180025095e-35 0.38939000000000007 -0.12616499999999997 -0.92358499999999988 15.708500000000003 -1.05785 -3.1360499999999996 -3.0319499999999997 -2.6603499999999998 0.96469000000000016 -1.7065499999999998 1.5917500000000002 -10.204499999999998 -2.0039499999999992 2.1426500000000002 -0.40495999999999993 -1.0058499999999999 -0.091383999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 28 23 9 6 21 8 -8 18 11 -6 -13 -11 -10 -16 -17 -7 -3 26 -9 -5 -14 -4 -18 -26 27 -20 -2 -1
right_child=2 4 3 5 10 17 7 20 14 13 -12 12 22 -15 15 16 24 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00019879807656044223 -0.0055574486393767325 0.0017594494636892393 -0.001301746957664252 -0.00034752140577525291 0.0017981698204016729 0.00059538794557954463 -5.8291762252020734e-05 -0.0016357173641170634 0.0018448825110061484 -0.0047240127288143349 0.00030804363407502938 -0.0024478125054241294 -0.0042189916194734518 0.00013316917532225786 0.0016687986023729208 0.00052622924088909049 0.0042477035547673538 -0.0027446586071876748 -0.0028842584412926572 -0.00134080526402012 0.00039529353584211266 -0.0034895276618524779 0.0012806209537152757 -0.0061791933335229735 -0.021624335746925613 -0.0037860193835989606 3.6147980085515503e-05 -0.0071199380188070264 -0.001539009797568279 0.0015136669873696085
leaf_count=10409 883 1202 5390 5304 1936 2275 14323 4175 35154 5127 11019 11499 539 980 15376 22614 181 3830 2371 11206 40492 2038 2709 611 52 1008 763 1284 4644 6258
internal_value=0 -0.019502 0.00828874 0.0101661 -0.0288454 0.0120517 0.0138761 0.0159827 0.0219614 -0.0461804 -0.0144947 -0.0281376 -0.0365528 -0.0788915 0.0264146 0.0170211 0.00647932 -0.0300001 -0.0343079 -0.0396545 0.00410912 -0.0243937 0.00735939 -0.035967 -0.0672351 -0.0932221 -0.0722182 -0.087445 -0.04362 0.00888371
internal_count=225652 67302 158350 152823 50635 146822 140717 133375 88708 22933 27702 16683 14747 6107 74385 39231 23855 6105 16826 15624 44667 7342 3248 6001 1241 1060 4418 3655 5527 16667
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=44 37 128 28 4 119 87 128 50 102 53 99 34 39 128 81 42 0 72 114 41 9 104 41 115 16 4 43 84 102
split_gain=33.5132 20.8833 15.718 11.7575 11.404 9.54993 9.13019 8.8879 8.07828 8.02969 7.93101 7.45549 7.35933 6.89369 6.55407 6.10423 6.13148 6.09528 5.98229 5.96113 5.41355 5.55724 5.13935 5.56413 4.86467 5.09531 4.8583 5.51596 5.00556 4.81714
threshold=-0.72895499999999991 -2.0876999999999994 -0.24999999999999997 -0.56857499999999994 -0.79417499999999996 1.0000000180025095e-35 -0.39426499999999992 -0.74999999999999989 -1.5875499999999996 -1.6889999999999998 -2.2183999999999995 -1.0368499999999996 -1.9101999999999999 -0.34100499999999995 0.75000000000000011 -1.7259499999999999 1.0843500000000004 6.8791000000000002 -1.0375499999999998 1.0000000180025095e-35 1.4788500000000002 0.16168500000000005 -1.33795 1.2231500000000002 1.0000000180025095e-35 -1.8109999999999997 1.0740500000000004 1.4826500000000002 3.0170500000000007 1.7380500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 15 10 7 -6 9 -1 22 -4 14 -13 -8 29 -3 -17 20 -15 -10 21 -11 23 -2 25 -12 27 -5 -29 -9
right_child=5 2 4 26 6 -7 13 11 19 17 24 12 -14 18 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00042607741643921679 -0.0034479936067530895 -0.0025883495370759794 -0.0024360684484573186 -0.0013142555658810368 0.00045094918331507251 0.001275930085818414 6.6781683174307771e-05 0.00016420592371856521 -0.0042955680498778627 -0.00049977355912147418 0.00014806821943516265 -0.0052555352784803694 0.0014708374374892571 -0.0024285593589902735 -0.00072960961230956111 0.00027439178226392423 -0.0018315108665220106 -0.005773388551504343 0.00011669486545554786 -0.0011873367745285181 -0.002010979307662667 0.0015953225259855621 -0.0012694473387475577 -0.011080076364089258 1.3389685843646929e-05 0.0024019991464367119 -0.004801485468502324 -0.0057231686327890371 0.0039836837067490534 0.001283589374395961
leaf_count=2801 1236 3644 1538 4596 15022 31755 7242 29873 6269 6989 3384 415 20201 10211 13650 12011 4853 468 2983 2046 2711 5785 2591 296 5228 9680 2481 1376 147 14170
internal_value=0 -0.0142254 -0.008859 -0.0276672 0.00104313 0.0104403 -0.00969718 0.00557355 -0.0549688 -0.0131981 0.0202478 0.010386 0.0267087 -0.023455 0.00455328 -0.0146524 -0.00663259 -0.00303101 -0.0370622 -0.0706151 0.00036714 0.00898078 -0.0525373 -0.098452 0.0260468 0.0363632 -0.058703 -0.0435685 -0.0957253 0.0104869
internal_count=225652 95512 84396 29108 55288 130140 35458 98385 11116 20076 19830 78309 20616 20436 57693 20508 16864 15953 13194 8315 15485 12774 4123 1532 18292 13064 8600 6119 1523 44043
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=0
split_feature=11 31 37 53 114 32 10 0 87 100 7 66 13 59 51 35 35 126 51 35 126 125 96 10 31 10 105 43 35 51
split_gain=31.6983 21.7818 13.269 10.9802 10.5011 10.2925 11.4934 9.66593 9.02078 8.62529 8.43713 8.02761 6.91671 6.83654 6.82535 17.6282 9.21543 6.34046 6.23167 6.0377 6.02583 6.97822 5.52717 6.18985 5.49706 5.4071 7.63138 5.31812 5.25166 7.40694
threshold=-1.2412499999999997 -0.25424999999999992 -2.0876999999999994 -2.2183999999999995 1.0000000180025095e-35 1.2760500000000004 -4.1365999999999987 -0.46050499999999994 1.2482500000000003 2.9958500000000003 -0.083961499999999981 -1.0480499999999997 6.8319500000000009 0.27440000000000003 -2.4169499999999995 -1.8397499999999998 -1.6128499999999997 1.1000000000000003 2.5983000000000005 -1.6034999999999997 1.3 1.2500000000000002 45.19700000000001 -4.6730999999999989 25.573000000000004 -1.8173499999999996 -7.6403499999999989 1.2296500000000001 -1.5954499999999998 -1.2595499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 9 27 10 17 11 20 12 -2 -1 -7 14 -12 16 18 -9 22 24 -19 25 -22 23 -3 -16 -5 -27 -4 29 -8
right_child=2 5 3 7 -6 6 28 8 -10 -11 13 -13 -14 -15 15 -17 -18 19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00029598405371170273 -0.0021675863956389916 -0.0084554605071409765 -0.00078529746617668039 0.002303783872070544 0.0017635507126251789 -0.0025019172261502623 0.00041437722191205384 0.0010291193926031488 -0.00079016044972219529 0.00037442569481345114 -0.0026115584280285279 -0.0091741479579077728 0.0034654305051432114 -0.00017482108347803454 -0.0029006821112993694 0.00059872928148718696 -0.0028653531373053725 -0.0071516533531450297 -0.00032032464004159251 -0.0023748329118362544 -0.001890674696133585 0.00083000280038348284 0.0052150681623081285 -0.0024174300514117732 -0.012489946004208904 -0.0056315693840121809 0.0010699657711412745 -0.0042661503467171314 0.0016637945267763518 -0.0030640707992013942
leaf_count=13013 8260 443 5529 9793 5923 2420 3902 34018 17737 5599 6630 554 1884 5087 5060 20683 1590 1618 2989 1119 3496 7233 227 10138 154 429 43494 1369 2743 2518
internal_value=0 -0.0205475 0.00683655 0.00947974 -0.00254905 -0.0420298 -0.0208812 0.0112907 0.00423031 -0.0228124 -0.0116072 -0.0748966 0.00958351 -0.0310727 0.00783882 -0.00358294 0.0171044 -0.0609799 -0.0428096 -0.103974 0.0205061 -0.00113037 -0.0500923 -0.0534045 -0.0636782 0.0248277 0.0200902 -0.0295224 -0.00334965 -0.0189982
internal_count=225652 56335 169317 155458 30653 25682 12137 148560 84115 13859 24730 2974 66378 11717 64494 28886 35608 13545 8203 2737 64445 10729 10808 10581 5214 53716 43923 6898 9163 6420
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=0
split_feature=73 76 120 43 58 59 2 120 115 117 103 80 7 7 14 43 44 9 1 65 110 43 82 44 87 97 86 87 4 31
split_gain=29.4338 20.2753 14.6565 13.4516 16.5325 10.8595 8.66135 8.42702 7.68732 6.84721 6.44047 6.43558 6.40535 5.99127 5.84166 5.62139 5.47946 5.44886 5.43199 4.87461 4.68209 7.12789 5.85242 5.96555 5.03894 4.72932 4.57116 4.54181 6.38473 4.75517
threshold=-9.7356999999999978 -2.2446999999999995 1.0000000180025095e-35 1.5279500000000004 1.6288500000000001 -3.0319499999999997 -0.10553999999999998 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.8152000000000017 -1.0831499999999996 -1.5598499999999997 -0.53272499999999989 65.244000000000014 0.92527500000000018 -1.3308499999999996 0.88026500000000019 2.9576500000000006 -2.7212999999999994 -5.7324499999999992 -0.34901499999999991 -1.20895 -1.2236499999999999 -0.11467499999999999 -3.3400999999999992 -0.54523999999999984 -0.54459499999999983 2.3420500000000004 66.880500000000012
decision_type=2 2 2 2 2 2 2 2 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 13 5 12 6 15 9 18 11 20 -2 -5 -3 -8 -4 -10 -6 -7 -13 21 -1 -23 -24 25 -22 -16 -9 29 -29
right_child=1 2 3 4 17 8 14 27 16 -11 -12 19 -14 -15 26 -17 -18 -19 -20 -21 24 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0020865910546570931 0.0039679426931200747 0.0017856960594173623 0.0005533524027965123 -0.00041104665641872025 -0.0017625978705697121 0.00096667353503370509 -0.0017283099490232893 -0.00066328868570580089 -0.0030948151131011746 -0.0016934639052272873 -0.0040130988199943594 -0.0050799952784825273 -0.003638962220406005 0.00064339039178502649 -0.010814443230770507 -0.0065323982032554941 -3.6573181159277716e-06 0.00061077949918301544 -0.0003184329212295397 0.00086591484528888985 -0.0072424576862520256 -0.0040545003064843708 -0.035746390692656858 -0.012097484885161977 -0.0017660263011890099 0.00031495013810925801 -0.0028353070792188273 -0.0019869063727520381 -0.0057611134441079952 -0.012280903757129093
leaf_count=1264 1526 19227 6758 2050 3198 58413 6553 3645 1502 3167 2722 421 6140 28484 329 292 31492 9919 9570 1902 215 217 32 160 11847 5571 395 7050 1477 114
internal_value=0 0.00375644 0.00698554 0.00171576 -0.0213679 0.00598139 -0.0197828 -0.0270795 0.00963691 0.000570617 -0.0347241 0.0289081 -0.05662 0.0220745 -0.0439838 0.00519743 -0.00288755 0.000642729 0.0157154 -0.00423339 -0.0283035 -0.0788614 -0.193609 -0.320779 -0.0235067 0.00068254 -0.129224 -0.0428692 -0.0553567 -0.0430143
internal_count=225652 203624 184322 136611 21307 115304 14327 19302 100977 7016 22028 3849 8190 47711 7277 7050 32994 13117 67983 2323 19306 1673 409 192 17633 5786 724 12286 8641 7164
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=0
split_feature=108 127 13 44 35 51 128 128 122 122 34 10 128 124 0 7 94 63 5 0 71 5 35 127 23 54 125 89 1 100
split_gain=27.491 16.3553 16.3371 13.3763 12.0027 22.8831 11.0259 9.12055 9.07721 15.9414 9.35392 8.26324 7.14133 7.88414 6.45953 5.98697 5.96574 5.65553 5.21507 5.04929 4.92822 4.91466 4.79026 5.85814 4.74229 4.73911 5.66138 4.60653 4.8086 4.55427
threshold=-1.9742499999999998 0.67500000000000016 1.9875500000000004 -0.36117999999999995 -1.2420499999999997 -1.8187499999999999 -0.54999999999999993 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 -1.9101999999999999 1.6849500000000004 0.55000000000000016 1.0000000180025095e-35 1.0743500000000001 -1.5208499999999996 -1.8048499999999998 5.2953500000000009 5.8317000000000005 1.8388500000000001 2.3180500000000004 -2.8954499999999999 -1.6034999999999997 0.37500000000000006 4.4073000000000002 -1.3613499999999996 1.2500000000000002 -0.13344999999999999 0.54804000000000008 2.8454000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 18 -1 10 24 11 27 -8 21 -6 -9 17 -12 25 -18 -16 -14 -17 -24 -10 26 -3 -7 -29 -5
right_child=1 6 -4 29 14 8 12 15 9 -11 16 -13 13 -15 20 22 19 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0022065365497064169 0.00051347823650511914 -0.0090495374989460076 0.0014003787235281366 0.00046026813739483857 0.0013947480015094492 -0.0046460277604056435 0.00068292547076487329 0.0013459135997023913 0.0049920715965310137 -0.0016347405352099072 -0.0026329750141254058 -0.0093707608237054117 0.0025872102016807502 -5.2017271004713652e-05 -5.4482418180696225e-05 -0.0017038418677481158 -0.00014924742514551073 -0.0098216477924372731 -0.011978165834571106 -0.0031774136999871564 -0.0043030751393767558 -0.0031005668585458637 -0.0012893891171371647 0.0019128283703201271 -0.012469599745236338 -0.001503083794173239 -0.0028005246123240044 -0.00081186833878305303 -0.0047707121735291215 0.001504816413261649
leaf_count=15521 18483 474 34689 51671 11910 3117 11304 3368 1392 4043 2736 598 415 7713 4227 9097 6724 304 137 1731 814 4477 3207 2575 40 6656 1540 2508 1105 13076
internal_value=0 0.0046303 0.00881594 0.00346774 -0.00732486 -0.0162478 -0.0157335 -0.0263113 -0.0364191 -0.000581101 -0.0468431 -0.0747631 -0.00459155 -0.020958 0.0151949 -0.011154 -0.0290444 -0.0670368 -0.0459812 -0.0153841 -0.0148106 -0.0523612 -0.019772 0.00273422 0.0900863 -0.0429223 -0.0854249 -0.0647533 -0.0404528 0.0134244
internal_count=225652 191884 159168 124479 59732 42781 32716 33768 24298 5475 18823 7328 23909 12605 16951 18247 11495 3040 8807 8455 5041 4892 14879 5782 1432 8670 2014 6730 3613 64747
shrinkage=0.05


Tree=56
num_leaves=31
num_cat=0
split_feature=69 112 42 56 128 16 99 16 63 108 122 99 7 122 44 126 125 11 128 46 128 90 102 63 75 43 15 38 90 48
split_gain=25.4035 13.5835 19.4266 12.6447 10.1538 8.7988 9.35178 8.19438 7.68933 7.37467 6.48069 7.27011 6.79254 6.62221 6.41111 6.0791 8.28832 6.00194 5.5285 5.46096 5.44146 5.35245 5.33425 5.17872 5.72497 5.36626 5.05671 6.91906 5.98917 5.69956
threshold=-1.5647499999999999 -0.19833999999999999 0.47716500000000006 -1.7910499999999996 1.0000000180025095e-35 2.3726500000000006 -1.0306499999999998 -2.8940499999999996 25.924000000000003 9.6239500000000024 1.0000000180025095e-35 -1.6310499999999999 -2.2475499999999995 2.5000000000000004 0.91321500000000011 1.1000000000000003 1.2500000000000002 2.5552500000000005 1.0000000180025095e-35 -2.6537499999999996 0.55000000000000016 -10.913499999999997 2.3492000000000002 -1.4184499999999998 -2.0569499999999996 1.1617500000000003 -0.56763499999999989 0.85990500000000003 -1.5793499999999996 -0.82688999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 7 -1 14 6 19 26 -9 18 11 12 -6 -12 15 23 -17 21 -4 -2 -14 -10 -23 -5 -25 -26 27 -3 -28 -29
right_child=1 2 9 4 10 -7 -8 8 17 -11 13 -13 20 -15 -16 16 -18 -19 -20 -21 -22 22 -24 24 25 -27 28 29 -30 -31
leaf_value=0.00038080631662815243 -0.0031634503428844048 -0.0040238622586034117 -0.0025834032175338821 2.2289885601600096e-05 0.0036616117767410564 0.0018714390325717681 0.0013749834016085738 0.00057345805715260003 0.00025010700552352923 -0.0075572309243051895 0.002672571250595797 0.00016228080397804961 -0.00096623290190141382 -0.00064434840143276083 0.00045785810098247011 -0.0072718589619974938 -0.0026060447262592477 0.003333017908976701 -0.00066574584213041947 0.00022289299140961945 -0.0030567031950296175 -0.0053810968010408744 0.0022933523712003385 -0.0034633447383352876 -0.00036692715061378367 -0.0034036674635617285 -0.0030470673802813902 -0.0036550559156707354 0.0015447515376560178 -0.029753492439452273
leaf_count=16667 1223 522 6667 3174 563 15186 22585 51793 973 520 2789 8591 6596 3268 2404 1269 3808 470 8615 44867 5895 1628 263 5393 4797 2088 1761 35 1190 52
internal_value=0 0.00691722 -0.00291001 -0.016275 -0.024139 0.0156462 0.0108295 0.00546987 0.00847269 -0.034032 -0.0112547 -0.0193457 -0.0342133 0.0176591 -0.0397028 -0.0454244 -0.0754454 -0.0380768 -0.030047 0.00266072 -0.0390562 -0.0552648 -0.0862747 -0.0355605 -0.0448686 -0.0257575 -0.0410292 -0.123992 -0.023908 -0.385082
internal_count=225652 158350 74489 67302 50635 83861 68675 58687 55127 15802 27702 21645 13054 6057 22933 20529 5077 3334 15282 46090 12491 2864 1891 15452 12278 6885 3560 609 2951 87
shrinkage=0.05


Tree=57
num_leaves=31
num_cat=0
split_feature=11 63 16 63 21 103 56 62 5 115 16 127 126 105 94 115 108 39 86 119 35 107 71 103 44 94 87 58 114 119
split_gain=23.6354 19.9663 13.174 9.82998 8.839 8.81648 8.72683 8.03597 7.86604 7.84795 7.10188 6.86772 11.952 6.61407 6.39205 6.36049 6.11562 5.96032 5.90735 5.46649 5.62959 5.81278 5.43655 5.25281 4.96155 4.96965 4.90839 4.75632 4.69817 4.58279
threshold=-1.2412499999999997 -0.84663499999999992 0.50808000000000009 19.563500000000001 -2.1475999999999993 2.4521500000000005 -1.9759499999999999 -1.1930499999999997 2.8401500000000004 1.0000000180025095e-35 1.2542500000000001 0.52500000000000013 1.3 2.5788500000000005 -4.5110999999999999 1.0000000180025095e-35 -1.9158499999999996 1.4963500000000003 1.7308500000000002 1.0000000180025095e-35 -1.0729499999999998 2.2500500000000003 -1.02965 2.7230000000000003 -1.3639499999999998 -2.7102499999999998 1.7579500000000003 -9.550399999999998 1.0000000180025095e-35 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 10 4 5 18 8 -3 14 22 11 13 12 -6 19 27 -9 -11 -16 -2 20 21 28 -4 -21 -18 -26 -12 -8 -1 -14
right_child=2 6 3 -5 9 -7 7 15 -10 16 26 -13 29 -15 17 -17 24 -19 -20 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0023903369402729774 -0.0032770399798634159 0.00072397487224188338 0.0018118401841477191 -0.0019934341353227245 0.0012722985123600379 -0.0014672804531436767 -0.025013762128285391 -0.00031747326347864713 -0.00054566840038439363 -0.0029932277271598386 0.0021911102924168555 -0.00034381918844402458 -0.0013038886679572358 0.0027170901722070218 -0.0019059697473886473 -0.0029985568355542121 -0.0042543718630210217 -0.0039623985377457826 -0.00062670832570263762 0.0013263948910640679 0.00019990308041646236 -0.0072136329091217911 0.00082845438924738157 -0.0026897187850832656 -0.0021247900785063656 -2.7466885679477875e-06 -0.00050200301165797818 -0.0073385999018882892 0.00089185909933267062 0.0012637456168101289
leaf_count=5615 3213 3139 25634 2971 30354 3583 44 8188 6644 2440 5513 20549 7704 1537 9758 3031 801 5515 6083 4460 3939 524 31113 996 3138 22846 2441 282 1353 2244
internal_value=0 -0.0177428 0.00590338 0.0164173 -0.00149702 0.0189141 -0.0354086 -0.0412479 0.0216419 0.00153278 0.00231977 0.00800148 0.0155873 -0.00846141 -0.0559282 -0.0208363 -0.0119361 -0.0529707 -0.030855 -0.0141776 -0.0266076 -0.0426989 0.0254535 0.011865 -0.00756998 -0.00518037 0.0272924 -0.194484 -0.0350604 -0.014494
internal_count=225652 56335 169317 69945 99372 66974 29957 26818 63391 90076 26378 60851 40302 18424 15599 11219 29225 15273 9296 16887 11431 7492 56747 5456 26785 25984 7954 326 6968 9948
shrinkage=0.05


Tree=58
num_leaves=31
num_cat=0
split_feature=73 119 76 127 126 125 115 124 65 126 99 16 44 41 16 114 103 44 102 44 62 42 6 4 2 19 31 87 64 0
split_gain=21.9148 16.0472 17.6325 12.3307 23.554 14.8291 11.6813 7.22491 7.51087 6.83425 6.57947 8.17791 6.84551 5.92998 5.75023 6.76544 6.87627 5.59115 5.21279 5.17633 5.23744 5.09216 5.01475 4.88355 4.83011 5.17926 4.64322 4.52902 4.44498 4.32005
threshold=-9.7356999999999978 1.0000000180025095e-35 -2.2446999999999995 0.52500000000000013 1.1000000000000003 1.2500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -1.3584499999999997 1.7000000000000004 -1.4098499999999998 0.50808000000000009 -1.4819499999999997 0.93160500000000013 -1.8369499999999999 1.0000000180025095e-35 3.3256000000000001 -1.37225 -3.0611999999999999 0.86998000000000009 -0.91466999999999998 1.3703500000000004 0.12496500000000001 -0.77573499999999995 0.55503500000000006 23.398500000000002 -0.080108499999999985 -0.54459499999999983 0.075654000000000013 -1.03975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 9 4 6 13 23 -5 21 24 11 12 22 -6 -1 16 -16 -8 -15 20 -7 -9 -3 -4 27 -26 -13 -2 -28 -14
right_child=1 10 3 7 5 19 17 8 -10 -11 -12 26 29 18 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0031164616747941941 0.00087703086655254781 -0.00067496751160367398 0.0023167193896232135 -0.0013936594434646285 -0.0014147759839379988 0.00070672416159312033 -0.0043802211401833329 -0.00071939617363934452 0.00025968586413285442 -0.007176590796030548 0.0016986096664052706 0.0021241171544891567 0.0010496355167708756 -0.011389660371060019 -0.00096124344239548263 0.00071587842128248359 -0.0035241574341283001 0.00017243647796768704 -0.003475764860864448 0.0011065909006241297 -0.0014264135178771852 -0.0035478337667333806 -0.0089927090218185676 0.0011194348583135477 -0.0028746200917286317 -0.015815970363814526 -0.0015873093909848327 -0.0017339789171102482 0.0011996536896451266 -0.00047675664654012992
leaf_count=4394 2353 357 13320 16992 6552 4839 702 6005 27223 589 17358 9014 7053 223 10112 3991 3531 17147 3110 7615 7099 2165 368 23619 3619 79 1995 5646 5058 13524
internal_value=0 0.00324132 -0.00214068 0.00112277 0.00861534 -0.0141985 0.0208734 -0.010924 -0.00278677 -0.0384277 0.0178842 0.0104114 -0.00243626 -0.0457646 -0.0299624 -0.0218973 -0.0324912 -0.000132385 -0.0801051 0.00175975 -0.0112352 -0.0293783 -0.0979388 0.0310234 -0.0331352 -0.0630217 0.027445 -0.0193184 0.00822676 0.000928631
internal_count=225652 203624 148897 136611 84226 29438 54788 52385 35393 12286 54727 37369 21302 9885 22028 17634 13643 17849 3333 19553 11938 8170 725 36939 11697 3698 16067 7999 7053 20577
shrinkage=0.05


Tree=59
num_leaves=31
num_cat=0
split_feature=37 128 127 100 4 87 43 57 108 49 110 16 69 83 51 110 57 128 1 16 59 2 128 42 13 94 3 4 51 16
split_gain=21.7553 17.8595 14.0654 12.1479 10.3661 10.3404 9.83556 12.8441 8.11218 6.46395 6.38703 6.35856 6.27837 5.68963 8.27311 5.625 5.12875 5.01523 4.96286 5.94377 4.84198 5.60565 4.67788 5.79186 5.08077 4.48359 4.42143 4.40222 4.37383 4.31803
threshold=-2.0876999999999994 -0.24999999999999997 0.67500000000000016 2.9958500000000003 -0.79417499999999996 1.0842500000000002 1.4097500000000001 1.2914500000000004 -1.9742499999999998 -2.1765999999999992 -2.9224499999999995 3.3708500000000003 -1.1897499999999999 -1.6615999999999997 -1.71295 1.9714000000000003 -2.0118499999999995 1.0000000180025095e-35 -2.7310499999999993 -1.8369499999999999 -3.3569999999999998 -1.3323499999999997 0.75000000000000011 -14.312499999999998 1.2098500000000001 4.0288500000000012 -1.75525 4.2012500000000008 2.7463500000000005 0.64066500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 16 9 11 8 20 29 -3 -10 13 -4 14 -6 -14 17 -1 -11 -20 21 -8 24 -24 -7 -9 -17 -12 -16 -2
right_child=1 4 12 -5 5 22 7 25 10 18 27 -13 15 -15 28 26 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0052749967986565269 -0.0024112291019952148 -0.0014353822529644756 -0.0038149130837975284 0.00019404919425964153 0.00058238571841281507 -0.00080646335992671852 -0.0015638235283404356 0.00019538861336701433 -0.0012990532076441572 0.0031995614649260387 0.00076266173343624748 0.0022340940707484946 -0.00066967884849861885 0.0011613294553262173 -0.0014411633252204093 0.0025399692053906624 -0.0016175047407539752 -0.0021995771977570706 5.7658954801694342e-05 0.0014437488854695439 -0.0030933373214446338 -0.015235375866901069 -0.010839595396278634 -0.0017170307239731915 0.0012227923048124855 -0.005421527118813445 -0.0055481794349334177 -0.001123974602527285 0.00048352038361926827 0.00026789331855960903
leaf_count=2384 4389 2376 3605 7029 26145 13267 128 6447 5021 3016 35170 4936 6333 16029 10540 200 9128 2986 10298 31067 4324 181 180 5211 4019 376 1089 3390 4100 2288
internal_value=0 0.00318865 -0.00935549 -0.0302356 0.0101634 0.00354815 -0.00343265 -0.0298746 0.00259463 0.0221084 0.00756751 0.0102547 -0.0419129 0.0072637 0.000990093 -0.0256496 -0.0467763 -0.0712981 0.0248289 0.0219735 -0.0705088 -0.191442 -0.014714 -0.0404325 -0.00669322 -0.00228294 -0.0858646 0.011936 -0.0180429 -0.0298635
internal_count=225652 204125 72941 21527 131184 84427 61714 11456 50258 46757 43581 61750 11227 56814 40785 7622 14498 5370 44381 41365 4633 309 22677 5391 17286 6823 1289 38560 14640 6677
shrinkage=0.05


Tree=60
num_leaves=31
num_cat=0
split_feature=44 31 15 119 127 47 64 51 35 39 7 32 122 13 122 44 115 48 30 101 100 122 74 69 64 97 29 64 85 115
split_gain=19.8347 15.5865 11.7119 11.4365 10.5873 8.9605 8.91839 8.78079 13.2103 7.28859 6.76757 6.01998 5.72621 5.60701 5.35795 5.34793 5.04831 4.83802 4.75586 4.60062 4.41665 4.41197 4.98454 4.7258 4.39997 4.39679 5.47257 4.30685 4.27958 4.21207
threshold=-0.36117999999999995 -0.44252999999999992 -0.20030499999999998 1.0000000180025095e-35 0.67500000000000016 -1.1800499999999998 -1.7590499999999998 -1.3186499999999997 -1.5359499999999999 0.77012000000000003 0.57229000000000008 0.50585500000000005 1.0000000180025095e-35 -3.2464999999999997 1.5000000000000002 12.217000000000001 1.0000000180025095e-35 -1.1045499999999999 -0.93286499999999994 3.0734000000000008 6.1820500000000012 1.0000000180025095e-35 2.0472000000000006 7.5832000000000006 1187.2000000000003 -0.87386499999999989 0.83094500000000016 -1.7031499999999997 0.072943500000000008 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 3 11 5 15 6 -1 20 21 27 -5 17 -8 -6 -14 16 25 -3 -13 29 -4 23 -23 -9 -10 26 -2 -7 -11 -20
right_child=4 2 7 10 13 9 12 8 24 28 -12 18 14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0009508676499781106 0.0011918670323721745 -0.0056391185212962061 0.00031069830483998489 0.0018238310857787592 -0.015958892805817523 0.0024282283732487923 -0.0033460754118627084 -0.0035190736285549656 0.00053644484109071397 -0.0017016897359707309 -0.00012575801809537528 -0.0050524056471947781 0.0059536392530162635 -0.00052232955752722749 -0.0015027249951396161 -0.0024095015247517252 0.00023644136160515814 -0.0023513181274713371 0.00030506882524789311 -0.0037603202001368382 0.0036116443018892365 0.00033969726849062949 -0.0080310314233741735 0.0038172579400819369 -0.0081745126954833602 0.0013243596914820604 -0.00049218068761245108 0.00025427194007773596 0.00024657482232976369 -0.0022695660046541935
leaf_count=2269 10321 1237 10293 11734 59 2553 5656 5896 7065 7950 7172 689 320 19963 975 1361 31408 11721 6258 1120 1124 1747 198 228 148 39465 9058 21168 4367 2129
internal_value=0 -0.00927702 -0.0225415 0.00102895 0.00947497 -0.0075999 -0.0354184 -0.00826784 -0.0239428 -0.000482794 0.0216851 -0.0390005 -0.0531877 -0.0113563 0.00679549 0.0140277 0.0149659 -0.0533036 -0.0208228 -0.0150086 0.0127135 -0.0517408 -0.0102488 -0.0649188 0.00715418 0.0204299 0.00809442 0.00976493 -0.0202186 -0.0069698
internal_count=225652 114017 49853 64164 111635 45258 9220 26699 15282 36038 18906 23154 6951 20022 1295 91613 90252 12958 10196 9507 11417 8069 1945 6124 7213 58844 19379 23721 12317 8387
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=0
split_feature=37 128 126 125 68 128 46 115 115 4 13 71 11 80 42 14 103 63 0 39 118 126 28 64 46 55 7 41 49 40
split_gain=19.276 16.1371 22.017 15.5402 9.7799 9.52187 9.20249 7.54674 7.3354 6.84784 6.53534 6.43334 6.12616 5.50532 5.98716 5.47292 5.55253 5.44048 5.12897 5.31988 4.97706 5.56954 4.96047 4.65482 5.68656 4.58571 4.26506 4.18411 3.98973 4.5236
threshold=-2.0876999999999994 -0.24999999999999997 1.3 1.2500000000000002 0.34638000000000008 0.55000000000000016 -2.8135499999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.47397499999999998 -1.7779499999999999 3.4339500000000007 -1.8155499999999998 1.7783500000000003 0.041960500000000005 -1.9604499999999996 1.0281500000000003 25.924000000000003 5.5168000000000008 2.8476500000000002 1.0000000180025095e-35 0.90000000000000013 1.9982500000000003 -1.4369499999999997 1.1029500000000001 2.6221000000000001 -1.5396499999999997 1.7888500000000003 -1.2830499999999996 0.41114000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 10 13 7 -2 15 18 -7 22 17 -5 -1 -15 -3 -17 25 19 20 21 -8 -4 -10 27 -11 -9 -25 29 -12
right_child=1 5 3 12 -6 9 8 26 23 11 28 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020586690503687026 -0.0031111934914023736 0.00381924917438937 -0.0075541879046299764 -0.0046216193653830784 -0.00042184406041942456 0.0006234129648840952 0.0026275339922508124 0.001459017258428377 0.00076163210626276805 7.033016406879826e-05 -0.0045565974330347824 -0.0030376967940847748 -0.00050002562501641197 -0.0038778900590288484 -0.012091439565619344 0.0014613442824640444 0.00031013784626066445 -0.003518661965934795 -0.0019534775480182487 -0.0014157110366587722 0.00038672239602584237 0.00040184727043567759 -0.031593638618307357 -0.0016612857631238282 4.9023138591005813e-05 -0.0019715194003669949 -0.00019587476747625842 -0.0054240933551085975 -0.0027501815031459168 -0.012914446513910872
leaf_count=8535 2279 1920 873 1005 11435 24281 6546 4854 3989 25374 743 2300 8760 1289 268 33129 15317 1252 1995 2869 21948 4926 22 6789 5411 3084 19673 829 3750 207
internal_value=0 0.00300146 -0.00892245 -0.042561 -0.0284607 0.0096314 5.07876e-05 0.0170176 0.00261713 -0.000195621 -0.0845823 -0.00980173 -0.0184843 -0.0511491 -0.105833 0.0240226 0.0219474 -0.00585727 0.0102958 0.0130097 0.0165572 0.0334368 -0.162902 -0.014657 -0.0238081 -0.00301891 0.00263271 -0.0414152 -0.0696682 -0.127555
internal_count=225652 204125 72941 15360 21527 131184 57581 74893 55302 56291 5595 32010 9765 10092 1557 50366 48446 29710 38284 36289 33420 11472 895 17018 13029 28458 24527 7618 4700 950
shrinkage=0.05


Tree=62
num_leaves=31
num_cat=0
split_feature=13 128 126 127 33 125 67 7 115 65 127 110 126 6 45 125 3 115 44 96 43 64 0 58 11 47 111 41 8 102
split_gain=18.2162 16.0448 15.9362 24.2211 11.4766 10.5434 8.65026 9.54096 8.51943 8.21924 7.08356 5.75879 5.66667 5.40707 5.36179 5.3109 5.26633 5.13341 4.91441 4.82904 5.34705 4.74911 4.69804 4.62526 4.54473 4.35028 4.34885 4.9121 4.32827 4.27711
threshold=1.2098500000000001 -0.24999999999999997 1.1000000000000003 0.52500000000000013 -2.1008499999999999 1.2500000000000002 -1.0830499999999998 -0.042831999999999995 1.0000000180025095e-35 -1.4058499999999998 0.67500000000000016 -2.7269499999999995 1.3 1.8727500000000001 1.4563500000000003 1.7500000000000002 8.8016000000000023 1.0000000180025095e-35 -1.5008499999999996 -0.080315999999999985 0.8818450000000001 -1.1348499999999999 -0.24392999999999995 -15.048999999999998 -1.8155499999999998 78.014000000000024 7.7078000000000007 1.3068500000000001 0.043182500000000006 -1.2673499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 13 9 7 19 -1 -4 12 -9 17 -3 22 -14 -8 -2 -13 -6 29 -16 -5 -12 -7 -26 27 -11 -24 -21
right_child=10 4 5 14 6 24 16 11 -10 26 23 18 15 -15 21 -17 -18 -19 -20 20 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011169609165380969 0.0016010056121956427 -0.00080373538700328952 -0.0072374948823821983 -0.0005105264138043317 0.0011754728646641923 -0.0038262479107260918 0.0013312345266512505 -0.0020746373511960955 -0.0008848445172272121 -0.0013252528094671282 -0.010439268808419768 -0.003250934158996255 -0.0011836519165664928 -0.0033657326161275038 -0.0015379741755319665 0.0010741596751404595 0.0070930083307784294 0.00045899710519201845 -0.00012744439769519738 -0.00084448298766081524 -0.0017867379004471999 -0.0054711394901109127 -0.0034573912843238854 -0.00031792088650717091 -0.00082127818872300765 -0.010144375515991719 -0.0094662080499165711 -0.005912968684959833 -0.00090646787706123852 0.00091847806080224857
leaf_count=17646 28005 8148 1554 6132 20025 1647 11307 4866 7606 2501 114 1307 5420 2756 1325 5014 411 15171 34509 4749 3221 1824 4065 11443 8466 127 233 761 2814 12485
internal_value=0 -0.0057254 -0.019253 -0.00906648 0.0016652 -0.0468442 0.00526828 0.00160133 0.0102802 -0.0842421 0.0140998 -0.00921397 0.0189405 -0.0290257 -0.039298 -0.00197347 0.0306665 0.0239946 -0.00482854 0.0124706 0.00166381 -0.0763237 -0.0303369 -0.00835519 -0.0284045 -0.0191814 -0.0573382 -0.0479106 -0.0482776 0.00865353
internal_count=225652 160485 56701 41412 103784 15289 92880 81162 25252 5049 65167 40682 53610 10904 16160 10434 11718 43176 35816 40480 20455 3149 13011 11557 10240 8593 3495 3262 6879 17234
shrinkage=0.05


Tree=63
num_leaves=31
num_cat=0
split_feature=44 35 51 114 7 37 113 119 128 16 16 34 4 44 126 13 4 10 16 16 23 108 10 18 118 88 87 102 112 128
split_gain=16.7468 14.1639 26.4943 14.2723 9.29915 8.5966 8.50618 9.78946 7.37339 7.15776 6.68502 6.34486 6.29082 6.17298 6.03606 5.93915 5.86318 5.80489 6.96976 5.41893 5.27498 5.19564 5.14034 4.98007 4.85777 4.85655 4.84659 4.72337 4.64985 4.6124
threshold=-0.36117999999999995 -1.3978499999999998 -1.8187499999999999 1.0000000180025095e-35 -1.8709499999999999 -2.1376499999999994 1.0000000180025095e-35 1.0000000180025095e-35 -0.74999999999999989 3.2706500000000003 -1.6417499999999998 -1.8776499999999998 -2.4280999999999993 10.360500000000002 1.3 -5.3149999999999986 -0.56856999999999991 2.0887500000000006 1.5049500000000002 2.4016000000000006 -2.7860999999999998 2.1108500000000006 1.2695500000000004 -1.5823999999999998 1.0000000180025095e-35 -1.7981499999999999 5.7139500000000014 0.47289500000000001 -1.1965499999999998 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 2 15 4 22 -3 7 11 14 13 -5 -6 -10 16 -7 -1 23 18 21 26 -16 -17 -4 27 -9 29 -14 -2 -11 -26
right_child=9 5 3 10 6 8 -8 24 12 28 -12 -13 19 -15 20 17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.015983196332984204 -0.00079567685887813554 -0.0021424030634693727 0.00075109470030734337 -0.00244432021429567 -0.0054253421689191119 -0.00015225029398660648 -0.001294075601073863 -0.0030271102892539788 0.0045226078028986179 0.004276849501341439 0.00071294515019077571 -0.0030414589578630405 0.00065723048787319624 -0.0020629063531046911 -0.012858803999679001 0.00039207684307181477 8.1251822722768098e-05 -0.0023072964734900678 0.001618449068213607 0.0027535622975163694 -0.0028708868879379281 -0.0015383631212948952 -0.0034184283493706386 0.0013212427048656062 -0.005680286336721122 0.0013127482732523373 -0.0032303277912135208 0.0008479475247153437 0.0012257889164857157 -0.00039642909899841586
leaf_count=56 6978 3123 3883 2122 4412 4488 10786 3115 1167 1749 7987 7598 23529 2609 149 15978 60093 1980 9360 3071 1172 4458 913 24140 636 2026 830 11700 4366 1178
internal_value=0 -0.00852436 -0.0163315 -0.032045 -0.0417156 0.00738747 -0.0483029 -0.0610547 0.0119473 0.00870625 0.00100395 -0.0783441 0.0185452 0.00677864 -0.0205334 0.00571234 0.00799647 0.00628576 0.00976995 0.015486 -0.0799491 -0.000580758 -0.000852896 0.0169385 -0.0311991 -0.00739598 0.0104953 0.00467797 0.0419689 -0.0449797
internal_count=225652 114017 76488 44656 34547 37529 29751 18965 34406 111635 10109 12010 28597 105520 5809 31832 102911 31776 29796 27430 1321 20436 4796 42818 6955 3840 24359 18678 6115 1814
shrinkage=0.05


Tree=64
num_leaves=31
num_cat=0
split_feature=13 44 114 122 34 56 0 16 110 39 16 127 119 126 31 64 110 76 56 5 125 5 17 46 113 121 35 11 15 16
split_gain=16.2017 12.7475 12.442 15.1706 11.5284 14.5035 8.39965 7.78255 7.67646 7.07884 6.86292 6.74498 6.4391 6.2338 5.75425 6.20238 6.12457 5.68259 5.35542 5.23126 5.19676 5.12602 5.03024 4.99718 4.75165 5.87232 5.56365 4.3883 7.59904 4.80065
threshold=1.9057500000000001 -0.36117999999999995 1.0000000180025095e-35 1.5000000000000002 -1.1854499999999997 -1.7079499999999996 -0.021326999999999995 -2.2770499999999996 -4.6824499999999993 0.27759500000000009 -1.3581999999999999 0.52500000000000013 1.0000000180025095e-35 1.1000000000000003 -0.44252999999999992 0.13178500000000001 5.201950000000001 -1.4483999999999997 19.340000000000003 -4.0599499999999988 1.7500000000000002 -1.9308499999999997 -1.49935 -2.9113499999999997 1.0000000180025095e-35 2.5000000000000004 -1.7499499999999999 11.8695 -1.13025 1.9364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 23 22 -4 -7 -8 -2 13 18 -3 -5 -16 -17 -9 19 -10 -15 -14 -6 -1 26 -26 -21 28 -12 -30
right_child=10 11 3 14 6 8 9 17 12 -11 27 -13 21 20 15 16 -18 -19 -20 24 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0044468295738051148 -0.00031168668499958942 0.0009306672265172914 -0.0023645254423267114 0.00085030368549288485 -0.0010037467854832223 -0.0060407223446184311 -0.00011716733640110909 0.0057211115185313707 0.0024675429630376805 -0.0020668033278968992 -0.00032171039868313811 -0.00039019528686624059 0.0019427507576022308 -0.0010952018502706972 -0.0024667795165704159 0.00062157482380824727 -0.0077315177411159501 0.0016113467897210445 0.002341086784129465 -0.0043210195700506254 0.0006445417428467534 -0.0013218120325723148 0.00094297794386853119 0.0004222718274395747 -0.00021600714564599632 -0.0032744435575487157 -0.0020363855485765656 0.0026740009222784421 0.00096451417955074371 0.0025403843703770625
leaf_count=558 10267 37125 538 7273 4327 1158 10153 2123 496 8599 8567 27902 1400 8547 4110 4386 231 1393 567 6398 8623 8522 14235 9469 3355 2949 4567 4191 16846 6777
internal_value=0 -0.0043256 -0.0121016 0.0100772 -0.0178965 -0.0298174 -0.00529665 0.0647184 -0.0410143 -0.020224 0.0165988 0.00483253 -0.0377436 0.0113264 -0.00376745 -0.0210799 0.00407298 0.0818574 -0.0488499 -0.0519034 -0.00442959 -0.0172236 0.00978351 0.00302615 -0.0548116 -0.0329348 -0.0673891 0.0230423 0.0190794 0.028332
internal_count=225652 179004 96807 20054 76753 39439 37314 4054 29412 18752 46648 82197 28254 54295 16000 8727 4617 3516 18332 17765 17170 9922 18562 10027 17269 6304 10965 36381 32190 23623
shrinkage=0.05


Tree=65
num_leaves=31
num_cat=0
split_feature=37 16 5 44 35 51 100 10 32 127 119 14 16 64 29 100 18 69 46 13 26 66 13 34 126 74 11 47 114 46
split_gain=15.0231 12.4087 12.4876 11.4662 12.7353 19.8421 9.54417 8.75324 8.83719 6.90579 6.39812 7.24204 5.8667 5.28665 5.26531 4.83422 5.22042 4.51446 4.49869 4.76123 4.48783 6.09327 4.27094 4.25068 4.24888 4.49659 5.038 4.27592 4.20006 4.1294
threshold=-2.0876999999999994 3.0855500000000005 -2.3316999999999992 -0.36117999999999995 -1.7811999999999999 -2.0194999999999994 2.9958500000000003 1.0635500000000002 -0.70333499999999993 0.67500000000000016 1.0000000180025095e-35 14.199500000000002 -0.97019999999999984 -1.0391499999999996 -20.586499999999997 3.1370500000000008 -1.84215 -1.3224499999999997 -2.6537499999999996 -4.9428499999999991 -15.916499999999997 2.5533000000000006 -2.1336499999999998 -1.8776499999999998 1.5000000000000002 0.067435000000000009 -2.1473499999999999 -1.1670499999999999 1.0000000180025095e-35 -0.37858499999999995
decision_type=2 2 2 2 2 2 2 2 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 18 -1 8 13 15 11 17 22 -7 -13 16 -5 -6 -4 -20 21 -11 -10 -18 25 -2 -27 -26 -9 -21
right_child=1 -3 3 9 10 7 -8 28 12 20 -12 14 -14 -15 -16 -17 23 -19 19 29 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0019893409695960125 0.00044158733296432035 0.0014635510399757651 -0.0024705823697664178 -0.00034175606842727218 -0.00079596249797920854 0.0016596476719389353 0.00025573028056043666 -0.0042908379679243245 -0.0057223985104484041 -0.0048325550064850509 0.0013120470528810886 0.0018430262610005838 -0.0015090930721654743 -0.0011999871209924643 -0.005830410251274505 0.0014247170963867393 -0.0036781096609486558 0.0006847269613758835 -0.022490353451069933 0.0006237609921207264 -0.00061581523694267384 -0.031051744520664216 -0.0025202340020979617 0.00073308364720123546 -0.0048434588227674099 0.0072050501464762497 0.0016328476568165926 8.406867281679007e-05 -0.0010630650713915725 -0.0012163948886190401
leaf_count=14498 10771 16126 1652 20645 10053 2759 7029 5020 1677 195 9200 294 8969 3902 933 11250 555 10550 23 15953 14253 25 2747 34124 524 418 13722 2755 1261 3769
internal_value=0 0.00264974 0.000366248 -0.00305676 -0.0116493 -0.0219018 -0.0251256 -0.0402799 -0.0300768 0.00529348 0.0041218 -0.00520006 -0.0448811 -0.000310409 -0.0798357 0.00959741 0.00575477 -0.000755173 0.000717471 0.00491161 -0.0145041 -0.15624 -0.0746815 0.0132497 0.0197713 0.0242254 0.0359514 -0.0140675 -0.0728563 0.00544191
internal_count=225652 204125 187999 159809 78762 47732 21527 26335 20054 81047 31030 21830 13393 6661 1227 66574 55324 20603 21397 19745 14473 220 4424 34679 28190 24911 14140 3279 6281 19722
shrinkage=0.05


Tree=66
num_leaves=31
num_cat=0
split_feature=128 125 92 128 44 114 43 59 99 92 96 127 12 16 12 43 34 43 13 1 37 56 95 43 5 35 16 95 110 58
split_gain=14.3237 13.6337 11.5003 10.8771 9.35424 8.21408 8.20316 8.17196 7.40538 7.19078 7.13721 6.78851 5.71446 5.6409 5.38096 5.873 5.33449 5.01356 4.95429 4.81558 6.48143 4.69742 4.64736 7.71274 4.54348 4.52795 4.47772 4.42216 4.41455 4.32203
threshold=-0.24999999999999997 1.7500000000000002 -2.1571499999999992 0.65000000000000002 -1.5180499999999999 1.0000000180025095e-35 1.4826500000000002 1.15215 -0.98986499999999988 -3.8109999999999995 2.0930500000000003 0.37500000000000006 0.15878500000000004 2.4515500000000006 2.8334500000000005 1.7816500000000002 -1.4776499999999999 0.27375500000000003 -0.88325999999999982 1.8062500000000001 -1.2589499999999998 -1.5056499999999999 -0.019981499999999996 0.39447000000000004 -2.6883999999999992 -1.8397499999999998 0.64066500000000015 142.88000000000002 -3.4770999999999996 -11.649499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 27 4 -2 9 10 26 13 -6 -1 16 17 29 15 22 21 19 -13 -12 -21 -4 -11 -24 -23 -10 -8 -3 -17 -5
right_child=3 2 11 8 5 -7 7 -9 25 14 12 18 -14 -15 -16 28 -18 -19 -20 20 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0004928926164472255 -0.0030697062138017408 -0.0021363362308480681 0.0009793876345661858 -0.004332643602979881 -0.0013769264723748828 0.0017484532149378983 -0.0074513813612737236 -0.0016113232914392438 -0.0010250059530033983 0.0010692698927960201 -0.00083678694450676615 -0.0017750827315033771 -0.010546524488759756 0.00082014106422131699 0.0030130360546502936 -0.0060641290771988876 0.001530612747162682 -0.0060987611661844814 0.00013652995675367315 -0.0095261079496121968 -0.0021277940110691856 0.0045461007401647602 0.00068572763247405492 -0.0010856959985689845 -0.0019731485274459572 0.0012534992124088519 -0.0026457874169257146 0.013598085205174155 -0.00059785784706809983 -0.00081899647508869289
leaf_count=22608 1699 5830 4574 901 4938 14952 1223 3781 2809 33614 4803 4709 204 5469 2229 394 13893 692 12095 400 1139 291 23770 8287 3276 9744 803 45 5905 30575
internal_value=0 -0.0107123 0.000918275 0.0059256 0.0121455 0.0134734 -0.0252984 -0.0596867 -0.00611108 0.00941208 -0.0186077 0.00715581 -0.0459379 -0.0132409 0.0118712 0.0103725 0.0187015 -0.0411528 -0.00798326 -0.0323339 -0.0810137 -0.00162486 0.0131702 0.004556 -0.028826 0.0148727 -0.110934 -0.0403163 -0.0187954 -0.0183915
internal_count=225652 80366 44713 145286 95788 94089 35653 5807 49498 79137 29846 38838 7238 36945 74199 71970 22034 7034 16804 6342 1539 8141 65671 32057 3567 12553 2026 5875 6299 31476
shrinkage=0.05


Tree=67
num_leaves=31
num_cat=0
split_feature=115 128 108 127 39 71 125 117 11 1 5 110 0 1 71 71 79 128 81 89 42 103 16 10 34 67 24 92 56 128
split_gain=14.5543 12.1307 11.5941 9.2525 8.99226 7.41261 7.31672 8.12276 6.99889 6.94551 6.81169 6.31399 6.11316 5.71781 5.65792 5.59563 5.45555 5.35992 5.35707 5.09286 8.35938 5.04663 5.01612 6.54122 8.51321 4.72586 4.68944 4.44526 4.32003 4.21328
threshold=1.0000000180025095e-35 -0.74999999999999989 -1.9158499999999996 0.67500000000000016 1.05935 -13.094499999999998 1.2500000000000002 1.0000000180025095e-35 2.9927500000000005 -2.1208499999999995 2.5897500000000004 1.3691500000000001 -1.0746499999999999 -0.10617499999999998 1.1516500000000003 1.1231500000000001 -0.018805999999999996 0.75000000000000011 -1.07575 -0.46702499999999997 1.2908500000000001 -5.0032999999999985 -0.2960549999999999 -0.77665499999999987 -1.8776499999999998 -1.5450999999999999 -2.0054999999999996 -3.2936499999999995 -2.2881999999999993 -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 3 29 6 10 -6 7 -1 12 -7 22 14 19 -13 -5 -14 -16 -11 -9 20 -4 -8 23 -3 26 -12 -25 -21 -26 -2
right_child=2 4 8 11 5 9 21 18 -10 17 25 13 15 -15 16 -17 -18 -19 -20 27 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.00099575941821987662 -0.0034147307492765535 0.0012940047518675561 -0.00046119846631726362 -0.00040247938078473433 -0.0021029408550626099 0.0018439147717870406 -0.0080569634771977278 -0.0056923715708443769 0.00073581220708272843 0.00013713696649091621 -0.0009112019877665266 -0.0026653564123767046 -0.00060440722145619361 -0.0091173419776508276 -0.00078814224138097687 -0.0020936334156839388 -0.0082718386504790371 -0.0015041502094034962 -0.0017467560836237539 -0.01268356579782094 -0.0089066771577002001 0.00046206342512961892 0.0012507424876066018 -0.001536651629016753 -0.004344687821386483 0.0015135631783368226 -0.0063152325475717159 0.0010860703097919312 0.00053856797369104586 -0.0013203956962550766
leaf_count=1825 4054 12475 5062 2783 4313 4884 176 1283 12243 25650 9050 784 26562 611 452 8272 528 6171 2611 59 311 14197 46501 3108 469 2583 615 8931 13198 5891
internal_value=0 0.00546315 -0.0118062 -0.0145815 0.00938611 -0.00284209 -0.00488248 -0.0351349 -0.00667886 0.00176604 0.0150859 -0.0523622 -0.0120032 -0.109826 -0.0310596 -0.019161 -0.0964035 -0.00362311 -0.0609352 0.00535654 -0.0190008 0.00715493 0.0185198 0.00840669 -0.00412814 -0.00745611 -0.0465204 0.019914 0.00741986 -0.0434827
internal_count=225652 154267 71385 25250 129017 41018 20092 5719 61440 36705 87999 5158 49197 1395 3763 34834 980 31821 3894 14363 5373 14373 76366 29865 17390 11633 3723 8990 13667 9945
shrinkage=0.05


Tree=68
num_leaves=31
num_cat=0
split_feature=13 128 126 125 9 7 83 51 35 126 35 69 117 16 128 0 87 51 16 8 16 76 68 46 40 103 8 43 59 102
split_gain=13.0907 12.5399 15.3626 9.74042 8.52447 8.38986 10.3407 8.30331 6.80513 6.55373 6.52923 6.31873 6.20234 6.02722 5.53625 5.47709 4.91592 4.83516 4.83226 4.75277 4.76325 4.43324 4.12715 4.11936 4.00921 4.01645 4.04945 4.00794 4.7304 3.99075
threshold=1.9057500000000001 -0.24999999999999997 1.1000000000000003 1.2500000000000002 -3.3840499999999998 -0.063186999999999979 -1.7867499999999998 -1.6253499999999999 -0.72030499999999986 0.3000000000000001 -1.1025499999999997 -1.4135499999999996 1.0000000180025095e-35 -1.3581999999999999 0.75000000000000011 -0.043087999999999994 2.1679500000000007 -1.8691499999999996 3.3708500000000003 2.8516500000000007 -0.82177499999999981 -0.13591499999999998 6.6295500000000009 -2.2756499999999993 4.082250000000001 3.4075500000000005 1.8837500000000003 1.1758500000000003 1.5637500000000004 -0.019633499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 17 14 7 10 9 -9 18 21 15 -2 19 -1 24 -4 23 20 -3 -6 -5 -7 25 -17 -27 -15 -29 -25
right_child=13 5 3 22 11 6 -8 8 -10 -11 -12 -13 -14 27 -16 16 -18 -19 -20 -21 -22 -23 -24 29 -26 26 -28 28 -30 -31
leaf_value=-3.5502852006805297e-05 -0.00032384910177448155 5.8369554692123854e-05 -0.0037037523332401181 -0.0014132970449832801 -0.0082641131542513045 -0.0028269286237315315 0.00084817943177590237 -0.0011764100478489079 0.00013343696972812117 -0.0033257409053775305 -0.003886223735580013 -0.0017002524256867959 0.00060881415356009915 0.0014044502236994904 -0.00029661970660185431 -0.0011448968127946556 -0.0034721687794315539 -0.010927102774573975 0.0028874746073193954 0.0034148937447037184 0.0011576861038949864 -0.0024881657072221772 0.0029881707205744795 -0.0011133868968628065 0.0013539151905229774 -0.0093476636587874959 0.0092875485165594997 -0.0011615140558410544 0.00099181918266351681 0.00054426238149107831
leaf_count=16849 10267 16311 388 10882 762 1259 14507 9832 5248 5548 1053 3379 13650 24893 14634 11450 2295 575 1496 1707 24890 589 560 4859 1633 250 33 3822 7666 14365
internal_value=0 -0.00388818 -0.0152048 -0.0407753 -0.0745761 0.0023022 -0.00616711 -0.0138528 -0.0284249 -0.0390347 -0.000801713 -0.057116 -0.00571276 0.0149203 0.0108635 -0.0132238 -0.0266869 -0.160335 0.00288361 0.0165918 0.0144496 -0.114919 -0.0239576 -0.00112359 -0.0193454 -0.0258067 -0.143493 0.0209587 0.00550832 0.0025056
internal_count=225652 179004 63295 17135 5693 115709 58167 43660 20628 15380 23032 4730 46160 46648 57542 32510 15661 963 21979 42908 41201 1351 11442 20483 13366 11733 283 36381 11488 19224
shrinkage=0.05


Tree=69
num_leaves=31
num_cat=0
split_feature=115 108 123 39 44 79 126 127 75 10 61 43 59 7 41 126 112 97 126 9 0 106 13 119 41 110 14 12 50 7
split_gain=13.3252 10.1958 10.0595 9.29135 6.67887 6.60862 6.40355 8.57486 6.09656 6.70445 5.94322 5.53355 17.4273 6.57424 5.48458 5.48414 4.87634 4.58601 4.34262 4.28435 4.26002 4.14067 4.32121 3.98021 3.94992 3.88953 4.56816 3.83882 4.07174 3.71163
threshold=1.0000000180025095e-35 -1.9158499999999996 0.8500000000000002 1.0336500000000004 -0.61579499999999987 4.4012000000000002 1.5000000000000002 0.52500000000000013 -1.6133499999999998 1.0285500000000003 -0.66092499999999987 0.95328500000000005 1.0806500000000001 -0.10562999999999999 -0.40495999999999993 0.90000000000000013 0.51634500000000016 -1.9061999999999999 0.50000000000000011 1.4939500000000001 5.7156000000000011 -5.3370999999999986 -4.5082499999999994 1.0000000180025095e-35 -3.1378499999999998 1.8237500000000002 65.244000000000014 -0.65546999999999989 -0.6118849999999999 -2.7539499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 3 6 20 11 7 15 14 29 24 -3 13 -13 17 -1 -15 -5 -2 -14 -4 22 -16 -8 -7 -9 -27 -12 -29 -10
right_child=1 5 4 8 -6 10 23 25 9 -11 27 12 19 16 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0015250203092938219 -0.001247071421119097 0.00023601459767881496 -0.0017972209357139551 -0.0029470738245660484 -9.298630383973118e-06 -0.0002014892662583833 -0.0010404156328079341 0.00044288965173189482 0.0030020042727128245 -0.0008945043479084918 -0.0024533006266951145 -0.0017290027344017567 -0.00088219617560329538 -0.0042085219721334464 -0.024173633754253389 0.00039064022518328135 -0.010158822202686789 -4.1991413874904663e-05 -0.0034095370760063659 0.00083104177187027107 -0.007873743110423579 -0.0020021780305762632 -0.005553098657432573 0.0014076734149462001 -0.0029733628013027054 -0.00060403933357881703 -0.0061866066359859461 -0.0045497563927003873 -0.013921364928280383 0.00051201189040132075
leaf_count=38237 6252 34854 6907 1606 9016 3629 7818 24847 1625 9548 533 2917 6581 1851 33 14770 423 8815 3693 8191 301 2909 558 2108 1990 5836 391 265 206 18942
internal_value=0 -0.0112967 0.00522739 0.00799576 -0.0183275 -0.00648847 0.0136108 0.0164466 -0.00399118 0.00400867 -0.0363258 -0.00288351 -0.0161592 -0.0660014 -0.0212971 0.0241787 -0.106307 -0.00979398 -0.0410017 0.00135571 -0.0410194 -0.0555468 -0.131856 -0.0104102 -0.0236633 0.00325696 -0.0190915 -0.107193 -0.172972 0.0141749
internal_count=225652 71385 154267 138043 16224 61440 94007 84081 44036 30115 6623 54817 19963 5191 13921 53007 2274 10421 9945 14772 7208 3500 591 9926 5619 31074 6227 1004 471 20567
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=0
split_feature=37 4 120 126 127 128 115 125 128 100 110 128 69 124 128 31 71 71 27 83 15 66 50 121 10 110 100 4 67 11
split_gain=12.047 10.1598 9.00888 9.99547 14.9213 14.7683 9.98759 9.57087 8.30807 7.85245 7.6222 6.3946 5.98716 5.89049 5.74502 5.51193 5.41069 5.37663 5.29729 5.15231 5.11297 4.93553 4.52103 4.39722 4.53194 5.41422 4.3717 4.38016 4.36436 4.3171
threshold=-2.0876999999999994 2.9355000000000007 1.0000000180025095e-35 1.3 0.52500000000000013 -0.24999999999999997 1.0000000180025095e-35 1.2500000000000002 -0.54999999999999993 2.9958500000000003 2.9306500000000004 0.55000000000000016 -1.6191499999999996 1.0000000180025095e-35 0.65000000000000002 -0.44252999999999992 1.3873500000000003 1.3586500000000001 -6.9422499999999987 -1.1011499999999999 -0.3354399999999999 -1.7692499999999998 9.670650000000002 2.5000000000000004 0.76948000000000005 -1.4653499999999997 0.45934000000000003 0.45936500000000008 1.0000000180025095e-35 -1.8155499999999998
decision_type=2 2 2 2 2 2 2 2 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 15 4 6 7 23 16 10 -1 12 -7 -6 14 -10 -2 -5 -3 -16 20 -17 -13 -18 24 25 -4 -12 -28 -19 -9
right_child=1 17 3 5 8 11 -8 29 13 -11 26 21 -14 -15 18 19 22 28 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0017899078574923834 0.0013889226785116207 -0.00037162837895716983 0.00045700252735321375 -0.0029089918342523799 -0.0035792634671863626 0.0018286813116293417 -0.00018059543344146672 -0.0047136309910081825 0.0001558060368680225 0.00024649471011158237 -0.0070407871474434617 -0.002104448732829463 -0.00056329842730148017 0.00046036943834298726 -0.0082217692552755284 -0.0012539797364476814 -0.0075947881880531337 -0.0023340916227578006 -0.0016904360728092812 0.0017892499680604588 0.00052196240807871107 0.001167389817583806 0.0062860814794417352 0.00026169869557610262 0.00071904448048519889 0.002431230616425068 0.0016086989583925825 -0.0087478429851855378 0.0025566434093024131 -0.00053828746376157475
leaf_count=14498 23900 22812 4524 3601 1967 4709 18529 687 5963 7029 899 2823 10069 23150 330 6129 1089 6261 5240 4632 11964 1948 62 9173 11453 14946 370 141 492 6262
internal_value=0 0.00237281 0.00527623 0.000939346 0.00487655 -0.0189045 0.0155886 -0.0426721 -0.00817162 -0.0224996 -0.0292729 0.0104314 -0.0211237 8.96982e-06 -0.0184549 0.0171763 -0.077257 -0.0147698 -0.0415478 0.00602589 -0.00159275 -0.0153711 -0.136942 0.0244615 0.0301652 0.0394501 -0.0988354 -0.0249795 -0.0395554 -0.0190215
internal_count=225652 204125 174560 127935 106754 21181 58625 11701 48129 21527 13446 9480 12036 34683 11533 46625 4752 29565 5570 22725 18093 4771 1151 40096 30923 19470 1410 511 6753 6949
shrinkage=0.05


Tree=71
num_leaves=31
num_cat=0
split_feature=0 16 99 10 11 10 67 80 108 71 35 45 43 111 2 26 12 21 16 14 75 16 2 107 10 87 80 11 128 67
split_gain=11.8621 14.6538 11.0134 9.59195 9.85414 9.04656 7.90372 7.00686 7.05903 6.58019 6.41739 6.19883 6.12552 6.54544 5.86675 5.71214 5.49176 5.29719 5.26412 5.11253 5.10382 6.04133 5.2489 4.99188 5.60201 4.87843 4.86831 4.86464 4.82619 4.68945
threshold=2.7873500000000004 0.50808000000000009 -1.0251499999999998 -1.7758499999999999 -1.7661499999999999 -2.2691499999999993 -1.4155499999999999 1.8305500000000003 -2.4496499999999997 1.3586500000000001 -1.8010499999999998 0.22341500000000003 1.2573500000000004 -0.88609499999999997 -0.14642999999999998 1.1046500000000001 2.2198500000000005 -2.0889499999999996 -1.3581999999999999 22.044500000000003 -3.9857999999999998 -2.8940499999999996 -1.8920499999999996 2.9349000000000003 1.6085500000000004 1.8986000000000003 8.2194500000000001 -0.92248499999999989 -0.74999999999999989 -1.3613499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 16 6 14 8 -5 -2 -4 -9 25 -14 -3 -8 -1 18 -10 28 21 -6 -22 24 -19 -7 -27 -17 -12 -11
right_child=9 5 10 7 20 12 15 11 17 29 19 -13 13 -15 -16 27 -18 23 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0021055904197345133 -0.00050718360537189771 0.00084505411676563235 -0.00079485557845111916 -0.0035563437856602474 -0.0041311681045235948 0.0013986894274045719 -0.004589356996931194 -0.00153098921201199 -0.0037452660101190008 -0.0026938761444720277 -0.00035270422358770956 -0.0049293356851038738 0.00083202044032408377 -0.0011316481687531344 -0.001726759398809479 -0.032570944182776118 0.0054831216574077911 -0.00011965106155797231 -0.00056121994690446863 -0.0033827396390094452 0.0030119189906878613 0.00019273801409511976 0.00074987708034486805 0.0033040007178028932 -0.0016285274954544585 4.4718970732921558e-05 -0.011193838393094721 -0.0078420278692054885 0.0013635080944936193 0.0013808464845207168
leaf_count=4751 26922 4485 6889 1991 951 41308 383 6813 2386 6191 5092 1671 11942 6583 4386 37 251 32238 2847 674 3257 5366 12062 927 7602 5758 98 43 20951 797
internal_value=0 0.00304906 -0.00395972 -0.0101365 0.00550562 0.0139531 -0.015178 -0.0175146 -0.0128313 -0.0172407 0.0113165 -0.0440065 0.0180925 0.00268432 -0.00853004 -0.142551 -0.0344958 -0.0103081 -0.0402599 0.0183336 0.0147535 -0.00916419 0.0246163 -0.00646335 -0.00815129 0.0241445 -0.00286716 -0.385583 0.020559 -0.0445829
internal_count=225652 191742 116719 83113 26638 75023 9334 56475 47991 33910 33606 8484 65689 18525 8871 463 5002 46000 5233 26717 21636 6317 15319 40767 39840 47164 5856 80 26043 6988
shrinkage=0.05


Tree=72
num_leaves=31
num_cat=0
split_feature=115 16 5 10 34 108 13 87 103 18 27 123 121 44 80 104 110 110 96 119 29 38 80 43 43 59 7 12 32 5
split_gain=11.7098 9.80769 9.76115 9.15791 10.9687 8.75048 8.42984 8.17079 6.65573 6.51224 6.28987 5.81364 6.30335 5.35405 5.09575 4.92974 4.75882 4.70239 4.56428 4.40571 5.36323 4.82205 4.40421 6.61707 4.35608 14.3214 5.11438 5.37183 4.21876 3.97155
threshold=1.0000000180025095e-35 -0.40265499999999993 2.8976500000000005 -0.77665499999999987 -1.9101999999999999 -1.9158499999999996 -2.1336499999999998 1.6594500000000003 2.2842500000000006 -2.1668499999999997 -3.5754499999999996 0.8500000000000002 2.5000000000000004 -1.38045 -0.15921499999999997 -1.4607499999999998 -1.9920499999999997 -4.1768499999999991 0.021221000000000004 1.0000000180025095e-35 -41.85349999999999 2.6123500000000006 3.7102500000000007 -0.13247999999999996 1.0366500000000001 1.0806500000000001 -0.28550499999999995 0.15878500000000004 3.9460500000000005 -2.7380999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 9 -2 10 8 11 -5 -1 12 16 -7 -11 -6 -3 -17 -14 20 21 -8 24 -24 -15 26 -26 -28 -12 -9
right_child=5 2 -4 4 15 13 19 29 -10 14 28 -13 18 22 -16 17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0025223689686446754 -0.0019054492945202622 0.00052145319370220625 -0.00091922629187189036 -0.0017470423528794501 -0.0015200392502227719 -0.0024825678206912265 -0.004409456367839769 0.0025967324084566774 -0.0011181167184549788 -0.0031571899563899485 0.001168469813931345 -0.00029088704603947739 0.0011334889019228719 0.00028268730147270276 -0.009297038231901842 -0.0032784893625241469 0.0018735940729017611 0.00019261696651589493 -0.00065301605221774897 0.002073897671272423 0.00057936269208963011 -0.026329906156350825 -0.00075190199769167377 -0.0051287255029983519 -0.0015651011556820826 0.00011795341970580359 -0.0087123701608753292 -0.0032273474823519156 -0.006404641308648879 -0.00064264543083081282
leaf_count=3678 9945 8121 9541 5780 6579 2703 186 1029 3512 879 2582 6541 8705 34059 549 1022 32746 21544 6067 5771 17451 29 5921 1011 2259 13461 664 1362 198 11757
internal_value=0 0.00490029 0.0118177 -0.00429041 -0.0149525 -0.0105898 0.00867489 0.0154896 0.0199912 -0.0498811 -0.023315 0.0223834 0.0256987 -0.0061354 -0.110354 -0.00631409 0.032098 0.000708255 0.00799509 0.0174896 0.00965327 -0.147323 -0.00413285 -0.0278048 -0.000965315 -0.0136689 -0.0640197 -0.1005 0.0125818 -0.00763889
internal_count=225652 154267 88019 66248 36353 71385 29895 78478 65692 7208 6458 62180 55639 61440 1428 29145 40867 22566 14772 23437 17666 215 58737 6932 51805 17746 4285 2026 2780 12786
shrinkage=0.05


Tree=73
num_leaves=31
num_cat=0
split_feature=110 108 127 43 58 4 41 90 64 10 112 48 7 16 128 128 124 16 5 91 112 10 46 10 79 64 43 80 45 31
split_gain=11.0869 12.2747 9.48201 9.61574 17.3786 9.57528 6.60612 8.73425 6.19875 6.4641 6.01181 5.46563 5.18235 7.0073 5.04077 6.27085 7.37019 4.90411 5.2329 5.07452 4.99562 8.11355 4.49054 4.47022 6.02999 4.34997 4.30814 5.54524 4.81306 4.30725
threshold=-2.9224499999999995 -1.9742499999999998 0.67500000000000016 0.95328500000000005 0.67642500000000017 -0.81158499999999989 -0.30905499999999991 -5.7003999999999992 -1.6611499999999999 2.6533500000000005 -0.92005499999999996 -1.2195499999999997 -1.2461499999999999 0.26848500000000003 -0.54999999999999993 0.45000000000000007 1.0000000180025095e-35 -2.8219499999999997 -2.3316999999999992 -23.459999999999997 0.064017000000000018 1.0462500000000003 -3.9512999999999994 -0.60707999999999995 3.2395500000000004 36.671500000000002 0.022141500000000005 1.32345 0.104315 -0.76050999999999991
decision_type=2 2 2 2 2 2 2 2 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 12 3 17 5 -5 22 -8 -6 10 -10 -11 13 -2 -4 -16 25 19 -19 -3 -20 26 -1 24 -21 -17 28 -28 -22 -24
right_child=1 2 14 4 8 -7 7 -9 9 11 -12 -13 -14 -15 15 16 -18 18 20 23 21 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0066617918079857636 -0.00063140598292669417 -0.013008473209242477 -0.0016107692618748438 -0.00018311066940162457 0.0013964579216549696 -0.0031727863747946991 -0.0065196217720177047 -0.0015566966067227671 0.00067473608138549687 -0.019499697111546994 -0.0010293514812688641 -0.0026770919750964653 -0.0010995121413287844 0.0025695222518483372 0.00093758255310257975 -0.0020971755962779512 0.00012758759424774958 0.0019365873426402834 0.0011739782526611169 0.0017030729266514927 0.0010780730832330662 -0.0028787967944336871 0.00095019790424132023 -0.0016503073398892222 -0.0024156338580703807 -0.010919120225136997 0.00073321802915622236 -0.0018337314317968098 -0.00060738966639724875 -0.00091626552383329899
leaf_count=277 5540 79 7920 4746 11000 6147 999 7874 17569 50 7337 1406 25755 2473 8298 4715 7712 10164 33819 3666 24639 1857 4890 3453 1173 144 4408 4025 5115 8402
internal_value=0 0.0023294 0.00579896 0.00918333 -0.00225801 -0.0374041 -0.0210925 -0.0423093 0.00798894 -0.000331454 0.00345466 -0.0650958 -0.0150803 0.00712951 -0.0107359 -0.00258424 -0.0166679 0.0151586 0.0174581 -0.0079232 0.0145307 0.00697292 -0.00721838 -0.00551998 0.0140935 -0.0471724 0.0101119 -0.00983931 0.0157665 -0.00459223
internal_count=225652 203210 169442 140653 48255 10893 22442 8873 37362 26362 24906 1456 33768 8013 28789 20869 12571 92398 84027 8371 73863 40044 13569 8292 4839 4859 38187 8433 29754 13292
shrinkage=0.05


Tree=74
num_leaves=31
num_cat=0
split_feature=115 128 126 123 108 16 1 103 16 102 128 125 102 11 54 110 41 46 95 42 121 43 79 41 4 31 88 13 103 58
split_gain=10.7387 9.27152 11.1689 8.09788 7.41902 7.08469 6.80945 7.68343 6.25746 5.62266 5.61655 5.54076 5.5288 5.5188 5.00811 4.8387 5.06109 4.80578 4.75569 5.95779 4.6875 4.62337 4.47324 4.45038 4.44203 4.42939 5.31391 4.66147 4.38916 4.27503
threshold=1.0000000180025095e-35 -0.74999999999999989 1.5000000000000002 0.8500000000000002 -1.9158499999999996 2.9802000000000004 -2.3370499999999996 2.4521500000000005 -2.8219499999999997 -1.8393499999999998 0.65000000000000002 2.2500000000000004 -4.3973499999999985 2.9927500000000005 -3.1934499999999995 -2.9224499999999995 -0.6677249999999999 -2.6941499999999996 -2.6700499999999994 1.8728500000000003 1.5000000000000002 -7.7045999999999992 2.1926000000000001 0.041151000000000007 0.51010500000000014 42.573500000000003 -1.4867499999999996 0.92632500000000018 -1.3675499999999998 -15.048999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -2 6 28 8 21 -1 18 12 23 15 -14 16 -6 -5 -10 20 24 -8 -18 -4 -20 -12 -27 -28 -3 -16
right_child=4 3 11 17 13 -7 7 -9 10 -11 25 -13 14 -15 29 -17 22 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0017617216071370595 -0.0017740213948277744 -0.00085318104991795806 -0.0052217242827768936 -0.0044525263149968498 -0.00059155578569059137 0.0018382122797595702 -0.0080058208758347349 -0.00080680894260077955 0.0030239210870674402 0.00023277176388205659 -8.6673450579021368e-07 0.0009267206057518428 -0.010798676852757733 0.00064794664768691489 -0.019722945493030192 -0.00036146983052229363 -0.0020952875164483901 -0.00050696544910618221 0.0018547591924970765 -0.00090834890074439889 0.00035312973980576145 -0.00093249391922816554 -0.0066118274058786057 -0.028105049210024026 0.00062340973095630916 0.00083084863820864308 -0.013368969069952941 0.0031951556430646674 0.0023964162190067339 -0.0028435621941302037
leaf_count=4475 9945 1242 43 821 3113 9667 244 13263 2392 16797 20631 711 225 12243 38 43642 1611 12870 16729 4955 22001 4343 831 42 13028 217 199 54 6361 2919
internal_value=0 0.00469271 -0.0128312 0.00812234 -0.0101412 0.010852 0.00848127 0.00624586 0.00974677 -0.00373621 0.0118011 -0.061466 -0.0788765 -0.00603968 -0.0721529 -0.0107676 -0.0385651 -0.0148713 0.0168012 0.014959 0.0181302 -0.026175 -0.0726449 -0.330576 0.0263132 -0.00220414 -0.0981954 -0.196671 0.0373115 -0.0612095
internal_count=225652 154267 25250 129017 71385 115326 105659 98056 84793 21272 80206 3978 3267 61440 3182 49197 5555 13691 59105 56713 51758 4587 2442 85 29757 21101 470 253 7603 2957
shrinkage=0.05


Tree=75
num_leaves=31
num_cat=0
split_feature=119 13 14 43 59 1 126 63 66 73 53 97 47 64 73 42 10 108 77 17 81 14 8 111 43 18 102 110 7 54
split_gain=10.6292 11.3717 10.8466 8.8375 11.5845 7.25552 6.65028 6.74147 5.98831 7.07691 5.86931 5.70055 5.5418 5.88082 5.47452 6.48113 5.31335 5.22691 5.03258 5.02478 4.78189 5.34165 4.58642 4.57271 4.44502 4.37243 4.35913 4.27237 4.14437 4.05689
threshold=1.0000000180025095e-35 -1.0976499999999996 5.0579500000000008 1.2711500000000002 1.5486500000000001 -2.1208499999999995 1.1000000000000003 -1.6338499999999996 -1.4272499999999997 2.0575500000000004 -2.2183999999999995 -2.1200499999999995 1.7622500000000001 -1.0391499999999996 0.11142500000000001 1.1323500000000004 1.5895500000000002 8.4314000000000018 1.9105500000000004 -2.1201999999999992 -0.50940999999999981 -1.7662499999999997 0.43135500000000004 -0.83996999999999988 -0.81007499999999988 -1.7463999999999997 1.8366500000000003 -6.6821499999999991 -2.5465999999999993 4.1548000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -5 -4 7 -1 24 11 -6 -10 13 20 15 -2 22 18 28 26 -9 -22 -16 -12 -7 -24 -3 -15 -13 -30
right_child=14 3 5 4 10 8 -8 12 9 -11 23 17 -14 27 16 -17 -18 -19 -20 -21 21 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018318164487640004 0.00034491036931331341 -0.0025997300148894666 0.0026832112361444161 -0.0021502778885214842 -0.0031244952789122528 -0.0013429803189466622 -0.0017970889332956175 -0.00083264795990204787 -0.032801979017399611 0.015816870214683667 0.0006982722298111882 0.012486029879161807 0.0012487069737627211 -0.010389152879867218 0.00056229144256861037 -0.001904775739638559 -7.1875799145095515e-05 -0.015768549593833638 -0.025721075055189432 0.00037939134682684386 -0.001924328662130229 0.0020043008895391304 0.0010157318464127615 -0.0017134228203081307 -0.0054852914119251812 0.0028012533783047236 5.3737434818349015e-05 -0.0015361982924785552 -0.0062209466149299054 0.006548251309008761
leaf_count=3425 27062 2705 500 9557 1344 2364 9099 8099 21 35 12681 33 3831 138 9623 3631 8299 138 30 85295 1112 3899 6322 2326 892 7492 3618 10934 1081 66
internal_value=0 -0.00424457 -0.0176304 0.000960158 -0.0153467 -0.0608126 -0.0121337 -0.00524297 -0.0730955 -0.127686 0.000819579 -0.139038 -0.0103633 -0.0159616 0.0110976 0.00157542 0.0203068 -0.130984 -0.109955 0.00557147 -0.00163036 0.0226498 0.0280065 0.00648946 -0.0495558 0.0396821 -0.0216285 -0.0329308 -0.0996715 -0.109724
internal_count=225652 163223 45697 117526 25908 5160 40537 31438 4660 1404 16351 1369 28013 24182 62429 30693 31736 1348 1210 91618 13110 5011 23437 15007 3256 13814 6323 11072 1180 1147
shrinkage=0.05


Tree=76
num_leaves=31
num_cat=0
split_feature=44 115 16 5 10 74 69 43 111 108 42 26 109 126 10 58 1 110 11 110 16 1 42 58 126 43 71 121 123 46
split_gain=10.3378 10.1351 8.66203 8.65139 8.07012 7.62802 6.66104 6.46781 6.43558 6.2939 6.08375 6.18191 6.47714 5.9942 5.66175 5.43781 5.00638 4.89099 4.72372 4.3333 4.18647 4.64836 4.97147 11.4801 4.16877 4.80431 4.14859 3.97302 5.84193 4.82608
threshold=-1.5180499999999999 1.0000000180025095e-35 -1.6417499999999998 -1.8344499999999997 -0.83693999999999991 -7.3584499999999986 -1.9155999999999997 1.6751500000000001 -0.10080499999999999 -1.9158499999999996 -0.12984499999999996 -11.126499999999998 -8.1724999999999977 1.1000000000000003 -5.0417499999999995 1.5943500000000002 -2.9679499999999996 -4.4959499999999997 2.9927500000000005 4.7541500000000001 3.3708500000000003 -1.7178499999999997 0.90861500000000006 1.1325500000000004 1.3 1.5917500000000002 6.2043000000000008 2.5000000000000004 0.75000000000000011 -2.2464499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 24 5 -2 -6 8 -5 -3 11 12 -10 16 19 -9 -7 -8 20 -13 21 -11 -23 -24 -4 -26 -22 28 -16 -30
right_child=1 9 3 7 6 13 17 15 10 18 -12 14 -14 -15 27 -17 -18 -19 -20 -21 26 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0026400868066072071 -0.0019275682637110712 -0.0016479604540654157 0.0017684611982419877 0.00089514572181282649 -0.0030295251544902257 0.0068302093782489567 -0.0055898474950373082 -0.002052483823985153 0.00062179438089716196 0.00049056356998019148 -0.0008425496496970305 -0.0040827646985074836 -0.0050745209765890613 -0.0011016208124735587 0.0014635811052847467 0.0001806617883760851 0.0011856633504009177 -0.00048489035106328649 0.00061330599688275817 -0.022214597685961054 0.0016850422401882385 -0.00043929328752797349 -0.0039068147357762331 -0.00060187774986974172 0.00082817356409009666 -0.0036590137902782894 -0.015894753255826587 -0.00043811645020927427 -0.003339691959622069 0.00030245940090541687
leaf_count=3648 3003 9516 16334 39925 3765 408 486 5101 978 8106 13984 187 1019 3077 16427 5855 10566 13568 12228 40 2589 25974 3881 8136 2856 754 34 6549 1087 5571
internal_value=0 0.000867645 0.00547503 0.00960852 -0.00835348 0.00719628 -0.0232357 0.00569822 0.00862089 -0.009041 0.000536923 0.00816931 -0.0456968 0.0169735 0.0117717 -0.0171814 0.0279104 -0.0132285 -0.00530658 -0.145556 -0.00971706 -0.0119283 -0.0165668 -0.0333847 0.0285724 -0.00218079 0.0291434 0.0129768 0.019144 -0.00584333
internal_count=225652 222004 151540 116667 34873 17054 17819 96723 85767 70464 45842 31858 1997 14051 29861 10956 10974 14054 60948 227 48720 46097 37991 12017 19944 3610 2623 29634 23085 6658
shrinkage=0.05


Tree=77
num_leaves=31
num_cat=0
split_feature=128 126 125 128 44 46 41 7 117 102 99 16 119 65 110 39 9 11 110 68 63 102 98 128 25 2 26 53 52 55
split_gain=9.84934 14.5186 10.7178 8.38047 7.38048 6.65339 6.58555 6.4276 6.39153 5.81925 5.7375 5.64258 5.23149 6.05635 5.38229 5.19264 5.15889 6.09165 5.12375 4.80056 4.50328 4.29645 4.45877 4.10998 4.07795 4.06809 3.90343 4.22688 4.23456 3.79378
threshold=-0.24999999999999997 1.1000000000000003 1.2500000000000002 0.75000000000000011 -1.5180499999999999 -2.9779499999999994 1.2231500000000002 -1.4616499999999999 1.0000000180025095e-35 -1.6889999999999998 0.12629000000000004 3.3204500000000006 1.0000000180025095e-35 -1.3353499999999998 2.9306500000000004 2.7409500000000002 -3.4756499999999995 -0.98903999999999981 -0.92276999999999987 -1.9633499999999999 -8.3657499999999985 0.044279000000000006 -1.27145 -0.6499999999999998 0.88451500000000005 -1.5038499999999997 -12.690999999999997 -1.3265499999999999 3.9780500000000005 3.0762500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 -2 -1 16 -6 12 -4 26 15 13 18 -15 20 17 -3 -7 -18 -9 22 -8 -14 -20 -10 27 -5 -29 -17
right_child=3 2 9 10 7 8 21 11 25 -11 -12 -13 23 14 -16 29 19 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0030967965106374652 -0.0026253701637699131 -0.012016414937140696 -0.0025973585426771872 0.0014655362233021003 0.0012721619940487205 -0.0033687021843610398 -0.012928025823193183 0.0032616498685820818 0.0024134075816514091 -0.00020534218004473583 0.0010874721181610893 0.0018387242765481645 0.0024015825083352708 0.00013332407186520651 -0.0026672829047647453 -0.0015664157960558053 -0.01051533047438013 -0.0027893691164230542 2.8908800690900858e-05 -0.0012736415172047361 0.00030008980926998899 -0.0030926148068856681 -0.0056902792894816673 -2.9138354336874069e-05 -0.0024358263454404925 0.00048477524729530636 -0.00057710478304656601 -0.007366559743493175 0.0050175907711187996 0.00072321069977401321
leaf_count=1719 1899 270 3289 269 22416 2839 299 1308 3455 11204 5415 5705 2879 20895 1869 6440 145 530 4634 4545 68795 927 738 4392 2631 13106 29845 600 78 2516
internal_value=0 -0.008883 -0.0308118 0.0049137 0.0092894 -0.000644726 -0.0616259 0.0103843 0.00121347 -0.0149636 -0.00826877 0.00640194 -0.00560632 -0.0109759 -0.0019323 0.00421022 -0.0438478 -0.11807 -0.0313508 -0.0311873 0.00710695 -0.111321 -0.155543 0.0186664 -0.0172738 0.0177426 -0.0135477 -0.0767547 -0.118837 -0.0184639
internal_count=225652 80366 21947 145286 109079 58419 7454 107180 56700 14493 36207 84764 40139 32868 22764 79059 5490 800 10104 4690 70103 1964 1037 7271 7265 16561 30792 947 678 8956
shrinkage=0.05


Tree=78
num_leaves=31
num_cat=0
split_feature=0 16 99 14 8 10 102 34 67 2 105 11 16 9 16 36 63 42 47 47 128 119 121 17 68 10 34 74 102 63
split_gain=9.50799 11.6825 9.21091 8.64181 9.43941 7.65908 7.70037 7.24477 6.33701 5.94819 7.51289 6.81328 5.81122 7.2876 6.93368 5.64407 5.57964 5.11597 5.00366 4.96537 4.91724 5.3013 4.84079 4.82437 4.77042 4.75069 5.18595 4.80678 4.64434 4.6411
threshold=2.7873500000000004 0.50808000000000009 -1.0306499999999998 0.93021500000000013 2.6528500000000004 -2.2691499999999993 0.81601500000000005 -1.8776499999999998 -1.4155499999999999 -1.5038499999999997 2.6567500000000002 -1.7661499999999999 -1.3832999999999998 2.6798500000000005 -1.4510999999999998 -1.1755499999999997 0.17071000000000003 0.4053750000000001 -0.95833999999999986 -1.1890499999999997 -0.6499999999999998 1.0000000180025095e-35 1.5000000000000002 -1.8711499999999999 0.25902500000000001 0.44782500000000008 -1.9101999999999999 -10.128499999999999 -1.3403499999999997 2.7485000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 8 12 23 -5 11 29 13 14 -1 -2 -16 -17 -15 -7 21 28 -12 -3 -14 27 -27 -22 -4 -11
right_child=15 5 20 9 -6 19 -8 -9 -10 10 22 -13 24 18 16 17 -18 -19 -20 -21 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0028579005852275557 -0.001950018132048146 -0.0060545504320890977 -0.0023887178752171109 0.0012224331781779296 0.00128251376533897 -0.00089684507261728074 0.00081666732872291183 -0.00065405749346198524 -0.0081633258240038486 0.00099817452733574614 -0.0073662896296414343 2.26393224716582e-05 -0.0029594032982303087 -0.0037568368762731551 -0.0048826641123533984 0.00012884906720190555 -0.021601985325752242 -0.0013140583812299542 -0.036501514805214748 0.00092420216284449489 -0.0018115882414843562 0.0032506190381347069 -0.035460034263846668 -0.00095651910776542838 -0.00062473352536012751 -0.0056960071435788531 0.00034375758234753059 0.0018063972918174256 0.00015737089700470843 -0.0046721526168515696
leaf_count=4396 7820 524 3258 9355 4537 3985 4361 29134 392 494 46 23176 3164 20 112 16191 90 9899 28 61704 994 821 23 4057 7093 366 12282 12013 3978 1339
internal_value=0 0.00272979 -0.00352822 -0.00918951 -0.0177802 0.0124659 -0.0143384 -0.0222548 -0.0412355 0.00292929 -0.00509822 -0.00418907 -0.0401883 -0.0695288 -0.0654822 -0.0154355 -0.246637 -0.0083723 -0.457158 0.0162746 0.0104112 -0.0111398 -0.334617 -0.0307932 -0.0268983 0.0171794 0.00337965 0.0305982 -0.01978 -0.0628796
internal_count=225652 191742 116719 83007 48574 75023 9334 44037 4973 34433 25078 25009 14903 4646 4598 33910 202 26090 48 65689 33712 8057 69 4581 10257 25655 12648 13007 7236 1833
shrinkage=0.05


Tree=79
num_leaves=31
num_cat=0
split_feature=110 108 127 126 128 125 43 53 119 110 124 115 41 91 9 2 69 128 128 101 83 128 128 25 16 43 117 11 45 11
split_gain=9.52075 8.87714 8.98294 11.3857 10.7292 8.07895 7.52949 7.99013 5.85104 7.78758 5.82061 5.59473 5.36498 7.23406 4.98342 4.97078 4.95049 4.90896 4.85767 4.92143 4.80148 4.90588 4.79877 4.65756 4.59977 4.41302 4.27234 4.23747 4.15304 5.85786
threshold=-2.9224499999999995 -1.9742499999999998 0.52500000000000013 0.90000000000000013 -0.34999999999999992 2.2500000000000004 1.4675500000000004 -0.53555499999999989 1.0000000180025095e-35 2.7596500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.30905499999999991 -4.274799999999999 -1.7739499999999999 0.022310500000000004 -1.7527499999999996 1.0000000180025095e-35 -0.74999999999999989 2.5400500000000004 -1.5217499999999997 0.8500000000000002 -0.44999999999999996 0.92871500000000007 1.4474000000000002 -1.1000499999999998 1.0000000180025095e-35 -0.47132999999999997 -9.5868499999999983 -1.5021499999999997
decision_type=2 2 2 2 2 2 2 2 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 17 3 11 5 6 14 23 9 10 -4 22 -1 -14 15 25 -12 24 19 -11 21 -6 -3 -8 -2 -5 -19 -17 29 -20
right_child=1 2 8 4 20 -7 7 -9 -10 18 16 -13 13 -15 -16 27 -18 26 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035214918795432301 -0.0017670456492127748 0.0021126375567049028 -0.0010941184302108371 0.0007150646629051462 0.00047380679683694886 0.00080320949361228173 -0.012121458328731722 -0.0012935447618798793 0.00093863973698933415 -0.0064398936972885736 -0.001525369448115787 0.0002769220138882988 -0.0057542320833146908 -0.0013998712175085617 -0.00045726406604382837 -0.0079882723752636338 0.00043198914863705674 0.00054508363819568664 -0.015690161042720457 0.00075336965526659775 0.0017031691615770263 -0.001814028065311891 0.00093561040338234242 -0.0051351397062703013 0.00025416873376297777 -0.0048166229953723293 -0.0010182864680398464 -0.0023303226818522189 -0.00096518402353235424 -0.0020933432084642529
leaf_count=13569 11827 11570 13371 1151 16250 4557 318 1287 8595 1043 3723 23024 1087 7786 8526 652 24411 10994 118 308 6672 2738 34425 955 3694 525 7253 672 4310 241
internal_value=0 0.00215861 0.00510918 0.0102331 -0.00227786 -0.0205352 -0.0323756 -0.0814334 -0.00523741 -0.0095797 -0.00470455 0.0182638 -0.019546 -0.0386662 -0.0214795 -0.0565335 0.0034594 -0.0126468 -0.0431915 -0.0959996 0.0109868 0.00287819 0.0246338 -0.137607 -0.0257199 -0.0203543 -0.00152681 -0.102331 -0.0279112 -0.13125
internal_count=225652 203210 169442 113322 44303 18643 14086 2560 56120 47525 41505 69019 22442 8873 11526 3000 28134 33768 6020 1351 25660 18988 45995 1273 15521 1676 18247 1324 4669 359
shrinkage=0.05


Tree=80
num_leaves=31
num_cat=0
split_feature=13 110 115 123 14 100 121 10 77 127 108 46 111 0 7 46 37 109 47 32 108 119 94 64 10 50 46 32 42 57
split_gain=8.93384 8.57678 7.6219 6.75915 5.97993 6.57377 5.93796 7.42211 6.02616 5.32795 5.10481 5.05065 4.90722 4.54243 4.40377 4.38921 4.35979 4.31193 4.05668 4.03393 3.96719 3.83755 4.05541 3.75788 5.62055 4.55606 3.71705 3.71486 3.64583 8.40596
threshold=2.0345500000000007 -2.9224499999999995 1.0000000180025095e-35 0.8500000000000002 65.244000000000014 2.9201500000000005 2.5000000000000004 1.0114500000000002 -41.244499999999995 0.67500000000000016 -1.9742499999999998 -0.10058499999999999 174.28000000000003 -1.0746499999999999 5.7435000000000009 5.0996000000000015 -1.7768499999999998 -13.205499999999999 -1.1778499999999996 -1.0205499999999998 -2.5822499999999997 1.0000000180025095e-35 1.6448500000000001 -1.6346499999999999 2.5979000000000005 -1.77355 -3.5105999999999997 2.4357500000000005 0.76395000000000013 0.31629500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 6 17 7 8 20 -10 -4 14 21 26 -5 18 -1 27 19 -2 -3 22 -8 -9 -25 -26 -12 -6 -15 -30
right_child=15 2 10 11 5 -7 12 23 9 -11 13 -13 -14 28 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.003336338228760824 -4.4235711915521442e-07 -0.02310749234631658 -0.0016485917929512312 -0.0016016802247085752 0.0072377098266900117 0.0030070745704855509 -0.00027082053021345014 0.001107857587158924 0.0013025385966663498 -6.6719557568113312e-05 -0.010197821426216835 0.00013906413690028597 -0.022430854365229611 -0.00024363593475590662 -0.0071807900079875258 -0.0019670498014235102 -0.00091014574822400034 -0.0036418178511701555 0.00089882151024047992 -0.0039789931155570554 -0.0007862827211177841 0.00074567615030881782 -0.0021562809978764095 -0.00034707741196575285 -0.014564074555204976 -0.0031799233924730721 0.00054801976287487673 -0.0022093580216993366 -0.0047498762500586371 -0.00080970623987230289
leaf_count=2098 3498 20 8755 5723 182 594 13872 4181 41380 8577 81 5539 25 18928 377 1558 15768 2321 38148 779 4243 6746 3590 14542 99 783 12401 243 1593 9008
internal_value=0 -0.003096 -0.000826796 0.00374458 0.00636444 -0.0352459 0.00778175 0.0122402 0.0182694 0.0213491 -0.0110055 -0.0190795 -0.00580061 -0.00642782 -0.0389298 0.0127878 -0.0239011 -0.0558796 0.0147022 -0.0145017 -0.0178201 -0.00534331 -0.013169 -0.00443455 -0.0116428 -0.0891547 0.00956573 0.0367242 -0.0131883 -0.0280358
internal_count=225652 181669 163803 113037 101398 3340 98058 73825 54220 49957 50766 11639 24233 42011 6100 43983 17866 2746 42425 4277 4263 24208 17462 19605 15424 882 12482 425 29529 10601
shrinkage=0.05


Tree=81
num_leaves=31
num_cat=0
split_feature=16 5 46 63 43 128 11 59 44 15 15 104 127 80 56 11 16 14 110 58 126 16 39 17 114 127 33 87 103 122
split_gain=8.74524 9.50952 9.66358 9.42724 13.6248 7.68598 6.49774 5.31026 4.80806 4.67711 6.79873 6.38327 4.66857 4.59191 4.36634 4.33166 4.62542 7.27659 4.30266 4.19843 4.18296 4.13219 4.12408 4.01405 3.97411 3.80184 3.79845 3.71833 3.95618 3.67121
threshold=3.3204500000000006 -2.3316999999999992 1.4578500000000003 -1.3256499999999998 0.96691500000000008 -0.24999999999999997 -1.7164499999999998 -3.9018499999999996 12.217000000000001 -0.21795499999999998 6.7288000000000006 -1.3152499999999996 0.67500000000000016 -0.60391499999999987 -1.9759499999999999 9.7151500000000013 -3.8695499999999994 -0.71928999999999987 -0.54278999999999988 -4.8664499999999995 0.90000000000000013 -1.3581999999999999 -0.042569499999999989 -1.5729499999999998 1.0000000180025095e-35 0.52500000000000013 5.9491500000000004 6.8196500000000002 -1.9895499999999997 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 22 6 7 14 23 25 15 -11 -12 20 19 -5 16 17 -8 -16 -7 -9 27 -3 -6 -23 -4 -14 28 -1 -26
right_child=-2 2 8 4 5 13 9 12 -10 10 11 -13 26 -15 18 -17 -18 -19 -20 -21 -22 24 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0027125728799081926 0.0012590776696507044 0.00074038113727873105 0.00080481758008835039 0.002232491131579438 -8.1630450673401365e-05 0.0062737752168411116 -0.029953162805842506 -0.0012707486671649382 -0.0025223868813822295 0.0005393808149664202 0.00036744721704116425 -0.0023758926237347489 -0.007240271469323838 -0.0021963256131183983 -0.0028494854860523582 0.0043243497237535214 -0.00077298327017182435 -0.00089107959356624642 -0.00092268086668508768 -0.00056150060021450921 -0.0039770306722600509 0.00088334113480163659 -0.00031306844294254116 -0.011668421041788345 0.0064818130260583433 -0.00014647807344988624 0.0033256867390714195 -0.010308902999819366 0.00038902950754170391 0.0020327711362867654
leaf_count=1125 12997 19580 30631 796 100 231 35 3787 1374 29736 4063 4435 813 5867 4410 417 22088 56 8447 8178 2292 15042 17679 296 569 15983 95 86 11939 2505
internal_value=0 -0.00153904 -0.00431538 -0.00869312 -0.0139264 -0.0360023 -0.0075069 -0.0621972 0.00785423 -0.00308196 0.00365899 -0.0212854 -0.0558125 -0.0224552 -0.0272219 -0.0144881 -0.0163866 -0.241376 -0.0316716 -0.00747463 -0.0458223 0.0145678 0.00481061 -0.174849 0.0243624 0.00957275 -0.122696 0.00107439 0.00243873 0.0571259
internal_count=225652 212655 181389 133401 96142 21659 74483 7383 47988 60830 38234 8498 6987 14276 13653 22596 22179 91 12857 8409 6079 31266 37259 396 18116 46614 908 13150 13064 3074
shrinkage=0.05


Tree=82
num_leaves=31
num_cat=0
split_feature=119 128 125 54 128 35 5 74 99 76 31 83 15 12 128 16 16 11 66 103 102 91 108 68 94 14 13 94 127 15
split_gain=8.67479 8.46278 11.6785 10.371 9.6205 7.46224 7.02374 6.48185 5.52365 5.21449 5.10001 6.11372 5.95683 5.05337 4.45875 4.37342 4.27849 7.78331 4.22108 4.15484 4.86497 4.12562 4.12546 4.67208 4.44578 3.97876 4.08601 5.33532 3.85127 4.26984
threshold=1.0000000180025095e-35 -0.24999999999999997 2.2500000000000004 -1.5934499999999996 0.55000000000000016 -1.8397499999999998 3.0724500000000003 -10.128499999999999 -0.74238999999999988 -3.0362999999999993 -0.46435499999999991 -1.1011499999999999 -0.5956349999999998 -0.74551999999999985 -0.84999999999999998 1.4789500000000002 -4.0107499999999989 -1.9064499999999998 -2.1009499999999997 -3.6292499999999994 2.2226500000000002 2.6411500000000001 1.2909500000000003 3.9011000000000005 2.8410500000000005 15.324500000000002 -2.4527499999999995 2.5642500000000004 0.37500000000000006 -1.76345
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 -1 15 -4 9 13 -2 12 16 -6 -7 22 17 -12 -10 -8 -21 -3 24 -24 -5 -20 27 -27 29 -9
right_child=10 4 7 6 8 14 19 28 18 -11 11 -13 -14 -15 -16 -17 -18 -19 25 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0040702592525486015 0.0009660106807239052 0.00048737121004368211 -0.0027142029182300278 -8.213203722554649e-05 -0.00098354000921393927 -0.0031633088454130994 -0.0088213683543458161 0.0045352926980185377 -0.0021266282213587206 -0.00054272534621306471 0.0046272781621492292 0.0015494778588212705 0.00020599417000142698 -0.0060396543297527886 -0.00026638936059120063 0.00056935726818625862 -0.0013646576307420779 -0.032092779364076354 0.0011557180867590544 -0.0029324884257187949 0.0030232287968998688 0.0026668714303219473 -0.0023406085638140771 0.0019899387442294807 -0.0026260564755734017 -0.034288565767928957 -0.0020218784669020647 -0.0015964686764234034 -8.4278499363165315e-05 0.0010330308279949223
leaf_count=4286 30342 47625 1517 15151 1151 2081 260 979 1264 36455 27 5683 19101 866 3672 8157 7245 31 9318 3070 386 2275 5649 700 1937 24 355 26 8183 7836
internal_value=0 -0.00383453 -0.0128159 -0.0214565 0.00193832 -0.049818 -0.013393 0.00834759 -0.00794546 -0.013593 0.0100255 0.00123632 -0.00516754 -0.0630877 -0.0262855 -0.00855602 -0.0294588 -0.299979 0.0118298 -0.0545174 -0.0453459 0.0117347 -0.015497 -0.037263 -0.00740994 0.018897 -0.0781334 -0.345774 0.0139372 0.0284399
internal_count=225652 163223 63864 45349 99359 10039 35310 18515 49459 38472 62429 32087 26404 2017 5753 31594 7303 58 10987 3716 3456 49900 23437 6349 17088 9723 405 50 16998 8815
shrinkage=0.05


Tree=83
num_leaves=31
num_cat=0
split_feature=37 53 0 71 110 100 43 58 100 107 43 11 128 94 126 1 76 74 119 128 2 13 86 50 103 128 10 58 47 85
split_gain=8.09216 7.55178 8.3312 7.97121 6.92085 6.63046 5.98843 8.48173 5.8984 5.68896 5.67413 4.76633 4.76334 5.83397 4.99315 4.62251 4.37645 4.17872 4.15686 4.10962 4.00728 3.67247 4.4748 3.65047 3.63271 4.85767 3.58821 3.5326 3.83675 4.00788
threshold=-2.0876999999999994 -2.2183999999999995 -1.1291499999999999 -1.0518499999999997 -4.8897999999999984 0.48530500000000004 1.0366500000000001 1.1920500000000003 2.9958500000000003 -0.24451999999999999 -0.43164499999999995 -2.2524499999999996 -0.74999999999999989 -6.6735999999999995 1.7000000000000004 -2.8382499999999995 -0.12166499999999998 6.0651500000000009 1.0000000180025095e-35 -1.0000000180025095e-35 -0.26886499999999997 -3.7378499999999995 -5.6417499999999992 -0.86582499999999996 3.2507500000000005 -0.6499999999999998 1.1508500000000004 0.92279000000000011 3568.0500000000006 1.0274500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 10 12 5 -5 -4 9 19 -1 20 -2 -7 13 -3 16 -14 18 -10 -15 -8 26 24 -23 -16 -17 -26 -6 28 -22 -30
right_child=1 2 3 4 6 11 7 -9 17 -11 -12 -13 15 14 23 21 -18 -19 -20 -21 27 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0014983029337200646 -2.3500632319513795e-05 -0.012098889619944833 -6.400722006047837e-05 -0.002559180036066297 0.0004632680749349651 -0.018505159308833462 -0.0031192962612575769 -6.9377001308062257e-05 0.00049435904142811299 0.00057929914866079746 -0.0024620292341543028 0.0011137838106764007 0.002845476384856225 -0.0015252127189329841 -0.0068285061175137555 0.0039259574787536165 0.0012626703468832591 -0.0062597113848739507 0.0031675878625399539 -0.0011419694080656974 -0.00062551534113909092 -0.0046631571015369943 0.00071798173558133838 -0.00025842465420141672 -0.025347801954263734 -0.00037226788699626926 -0.0035866132833523977 -0.0036603584201851608 -0.014524771888789379 0.0057014001138282547
leaf_count=14498 4646 104 27609 3351 12480 31 4400 13661 6792 26230 4903 22837 2842 3892 466 1536 4460 237 537 6524 19682 390 41121 387 21 267 572 1048 95 33
internal_value=0 0.00194472 0.00329216 -0.000868712 -0.00661083 0.00915056 -0.00484791 -0.017997 -0.0184403 0.000527404 -0.0255116 0.0217438 0.0135826 -0.00638635 -0.00387132 0.0178404 0.00314181 0.00533258 -0.0191246 -0.0387681 -0.00802661 0.0152782 0.0133485 -0.0769541 0.0591949 -0.043868 0.00571566 -0.0166259 -0.0136326 -0.186204
internal_count=225652 204125 194576 138553 88076 50477 84725 24585 21527 60140 9549 22868 56023 9846 9742 46177 8889 7029 4429 10924 33910 43335 41511 853 1824 288 13052 20858 19810 128
shrinkage=0.05


Tree=84
num_leaves=31
num_cat=0
split_feature=115 123 121 126 0 128 103 112 43 0 121 56 76 1 76 49 4 42 14 54 4 51 5 24 33 50 34 55 60 13
split_gain=8.38956 7.39511 8.2935 5.94005 5.72751 5.6487 5.41862 5.18917 9.0878 4.50821 4.23412 4.36891 4.24689 4.24426 4.06472 3.77673 3.99827 3.61735 3.77915 3.57762 3.54146 3.59791 3.45476 3.59465 4.42382 3.45098 5.53115 3.36147 3.45068 3.3556
threshold=1.0000000180025095e-35 0.8500000000000002 1.5000000000000002 1.7000000000000004 2.2373500000000006 -0.54999999999999993 2.3259500000000002 0.46131000000000005 0.8377650000000002 -1.6239499999999998 1.0000000180025095e-35 0.51323000000000019 -1.5129499999999998 -2.3370499999999996 -1.5781499999999997 -2.1145499999999995 2.9355000000000007 -3.7893499999999993 144.88000000000002 -0.15021999999999999 -1.6945499999999998 -1.7008499999999998 -0.53179999999999994 3.7911500000000005 -1.6428499999999999 -1.6278499999999998 -1.8776499999999998 -3.3500499999999995 -1.7438499999999999 1.8675500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 19 -4 15 25 -8 11 13 -12 -1 22 -2 -17 -13 -19 -5 21 -10 -3 24 -24 -9 -27 -26 -29 -15
right_child=7 14 6 5 -6 -7 9 8 20 -11 12 17 -14 29 -16 16 -18 18 -20 -21 -22 -23 23 -25 27 26 -28 28 -30 -31
leaf_value=0.0020308955180885014 -0.0017145903316064894 -0.00056122499658886225 5.5855812225514656e-05 -0.0060112052814745003 -0.00014507258326934181 0.00031771586711801247 0.00056620030697478586 0.00043764279051091998 0.0042374751984196419 -0.0021153349027448918 0.0034851656680562303 0.0038398268141546805 0.0012401379716548502 0.00011066216856381345 -0.00041363155401224041 0.00019099918907800869 -0.0012233780948568431 0.0013982958201230326 -0.0043915040283882831 -0.0012037904160677815 -0.0044412918212139987 -0.004009922498519696 -0.0084867017105831402 -0.0101836402948589 0.0082894141454464536 -0.0029059936185353466 -0.00059532574887104673 -0.017053406624696576 -0.0019266780275149502 0.001419813079682858
leaf_count=4080 3481 1400 48628 774 14738 2247 2176 5290 262 5604 2927 1531 7515 29512 13070 36708 5784 11380 289 774 2420 267 304 201 78 3178 13995 39 1132 5868
internal_value=0 0.00414779 0.00652139 0.0129645 0.014848 -0.025668 -0.00280319 -0.00896361 -0.0204313 -0.0273066 0.0189935 0.0153458 0.0373888 0.0100777 -0.0160481 -0.00262472 -3.05096e-05 0.0310943 0.0250981 -0.07215 -0.0726236 0.001496 -0.0482694 -0.0778378 -0.0615514 -0.0135794 -0.0204587 -0.0352203 -0.0486094 0.00655586
internal_count=225652 154267 138043 81635 77840 3795 56408 71385 25412 7780 63102 52660 10442 39460 16224 45973 42492 13200 11669 1548 2949 529 3154 1754 1553 22463 17173 1249 1171 35380
shrinkage=0.05


Tree=85
num_leaves=31
num_cat=0
split_feature=44 119 43 58 114 59 13 56 14 8 91 92 122 76 39 44 115 78 0 5 32 10 95 9 44 126 108 10 59 42
split_gain=7.9665 8.1566 8.09976 8.43621 7.64465 7.51104 5.89948 6.36255 5.58521 7.33509 7.3214 6.58907 5.43351 8.22115 5.05599 4.68672 4.59398 4.59269 4.49981 4.42191 4.37003 4.3318 5.50079 4.24189 4.09938 5.24741 4.60257 4.52359 5.12006 5.60232
threshold=-1.5180499999999999 1.0000000180025095e-35 1.5279500000000004 1.6288500000000001 1.0000000180025095e-35 -3.0319499999999997 -2.0701499999999995 -1.8795999999999997 14.199500000000002 -2.5348999999999995 -23.459999999999997 5.200800000000001 2.5000000000000004 -0.076920999999999976 0.6803300000000001 10.360500000000002 1.0000000180025095e-35 -0.28441999999999995 3.3905000000000007 -5.5624999999999991 2.9707000000000003 -0.89631999999999989 5.1740000000000004 0.88026500000000019 1.1240000000000003 1.7000000000000004 2.0095500000000004 1.0635500000000002 0.36813500000000005 -1.01745
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 6 7 -2 9 -9 20 -12 13 -6 15 16 -7 -13 -8 -4 -10 -3 -23 -5 25 26 27 -16 29 -29
right_child=1 21 3 23 12 14 18 8 10 -11 11 17 -14 -15 24 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0023175936809313397 0.0028123867352966405 0.0011511824683188817 0.0047859384581291431 -0.0017222620074714052 0.0054490729187814634 0.00072630112268030965 5.1296488392297366e-05 -0.00040323565106030793 0.010515415995890641 -0.0042554664219462569 -0.0064435375528764495 -0.031419962800623098 -0.0019496958454127062 -0.004939807957271114 0.00032505528132581625 -0.0028781503833936934 -0.00011611748575851349 -0.0041528228832327808 -0.0023147762513880767 -0.0028890333722108676 -0.0075634874905660459 0.00033142409351910433 -0.0035391564085997525 0.00034713148133271808 0.00041264951181912177 -0.0038196980320852805 -0.0018177613244479347 0.0005562315071995543 -0.00031249429231955346 -0.0055661985029196795
leaf_count=3648 610 19229 192 3280 843 49941 13463 3213 97 2008 776 47 1041 246 14008 1071 23942 23 2362 8323 51 40921 939 10107 13465 1253 5234 547 3593 1179
internal_value=0 0.00076166 -0.00297305 -0.0199054 -0.0409165 -3.06803e-07 -0.0166358 -0.0412108 -0.0507764 -0.0376961 -0.11948 -0.155377 0.0126642 0.0620455 0.00329817 0.00811421 0.00906626 -0.449215 -0.00603715 -0.0543195 0.0857105 0.0105993 0.00489199 -0.00319797 -0.00589202 -0.0132703 -0.01005 -0.00292617 -0.0277536 -0.0725178
internal_count=225652 222004 160915 24032 10645 136883 22650 6825 6215 5221 994 846 2130 1089 114233 74954 73883 70 15825 8515 148 61089 41860 13387 39279 25814 24561 19327 5319 1726
shrinkage=0.05


Tree=86
num_leaves=31
num_cat=0
split_feature=16 110 2 16 14 72 43 59 59 15 41 79 15 49 56 14 16 114 29 36 67 104 5 1 14 99 119 12 126 54
split_gain=8.0276 7.81029 8.25465 5.9269 6.28497 5.55404 5.4377 10.2265 6.21272 4.96161 4.42447 5.56591 4.38969 4.33944 4.20041 4.19733 4.93573 3.8467 4.32731 4.01381 3.79077 3.74475 3.68412 3.68051 3.56886 3.844 3.56351 3.82566 3.42647 4.5081
threshold=3.0855500000000005 -2.9224499999999995 -0.26886499999999997 0.37547500000000006 0.93021500000000013 -1.4302499999999998 1.1617500000000003 1.1377500000000003 -2.8059499999999997 -2.1780499999999994 -0.30905499999999991 17.100000000000005 -0.3354399999999999 -2.1765999999999992 -1.8795999999999997 5.9370500000000002 2.9512500000000004 1.0000000180025095e-35 -3.0529999999999995 -0.54190999999999989 -0.056528499999999988 -0.73405999999999982 0.97343000000000013 -2.9003499999999995 -6.4582999999999986 -0.95824999999999994 1.0000000180025095e-35 -17.369999999999994 1.5000000000000002 -3.1934499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 28 8 9 14 -8 -1 23 -10 -7 -4 -14 -17 18 19 -2 26 -22 -5 -12 -9 -26 -16 -28 -3 -30
right_child=17 2 6 22 -6 13 7 24 12 -11 11 -13 15 -15 20 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00042214529864711579 -0.0051355851152138851 -0.00060357652115493917 0.001311580002363704 0.00115508095527282 0.00074550734031765976 -0.0083128748687514974 0.0031601546426728968 0.0032372644447049397 -0.00034053925274499458 -0.002785316470096698 0.0081465165733702865 -0.0077950649643649481 0.00082993264578695161 0.0004320622513999436 -0.0019790380653188218 -0.00042972535528828116 -0.012031733179565079 0.0027700368859646758 0.00098044836469378177 0.00051419871006956337 -0.00067009235620582943 0.0066116557498525855 -0.00059046608156656459 -0.0017567531279040209 -0.00087463607456867126 0.0010470036192961913 0.0043483968522609944 -0.00072581041705258281 -0.0079721574848788026 -0.0017290413212827341
leaf_count=12385 581 19964 1792 25408 22810 143 369 707 26019 7156 95 385 25085 17797 9471 6408 93 2698 13311 685 442 294 3431 7547 10612 3448 413 3693 336 2074
internal_value=0 -0.00171734 0.000300152 0.00707102 0.00164477 -0.0058609 -0.00618585 -0.0198712 -0.00204701 -0.0498754 -0.0202956 -0.0385833 0.0028073 0.00724712 -0.0194101 0.0107302 -0.011914 0.0207152 0.0142954 -0.0415727 -0.0251245 0.044773 0.0189482 -0.0326729 -0.0045816 -0.00806767 -0.0289136 -0.00430848 -0.0163712 -0.051989
internal_count=225652 208377 187965 91963 63124 40314 96002 22292 73710 7525 20412 8027 57605 17940 16105 31586 6501 17275 14577 1266 14313 736 28839 7642 14767 14060 13577 4106 22374 2410
shrinkage=0.05


Tree=87
num_leaves=31
num_cat=0
split_feature=16 10 72 10 88 128 11 34 5 63 17 43 79 10 106 127 126 74 14 5 10 112 48 79 108 10 8 110 98 94
split_gain=7.38593 10.1025 8.04278 9.21818 7.56551 7.53394 6.99999 6.52705 6.27163 6.12872 6.75498 5.98767 7.13913 5.54707 5.41138 5.11376 7.04676 5.11102 5.89512 5.04426 4.80659 5.66953 4.95097 4.69077 4.64852 4.58307 4.9175 4.7622 4.51341 4.90873
threshold=0.50808000000000009 -2.2691499999999993 -1.4302499999999998 -1.7758499999999999 -1.48905 -0.74999999999999989 -1.8296499999999998 -1.9101999999999999 2.5897500000000004 -1.5469499999999996 -1.6373499999999999 1.0366500000000001 0.28221000000000007 2.3200500000000006 -23.006499999999996 0.67500000000000016 1.5000000000000002 1.7100500000000001 17825.000000000004 -2.8395499999999996 1.2011500000000004 -1.0878499999999998 -1.2149499999999998 4.2447500000000007 -1.6120499999999998 -0.66113499999999992 -3.7250999999999999 7.4628500000000004 -1.3965499999999997 -3.0540499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 -2 15 -1 -7 20 -5 13 23 19 -11 -6 16 -4 18 -16 -13 -3 22 -22 -12 -17 27 -27 -9 -18 -30
right_child=1 8 5 9 14 7 -8 25 -10 10 11 12 -14 -15 17 24 28 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0014087480561974009 5.1413750128990652e-05 0.0010566065237149406 0.00039635590353692462 0.00047583999966770824 0.0025668736693779445 -0.0028116459007505963 0.00059397376184826994 0.0015295595546976361 -0.00061330048168472878 -0.0020570153907027064 -0.00022369359229735956 0.0016540281287070098 -0.0049983274059351955 -0.0086766913524666516 -0.0035280900990084917 -0.010153102801518052 -0.0095008162134270682 0.00080737131809102084 -0.02173247331016076 -0.0017976506958261509 -0.0028200827765578144 -0.00057235542444689742 0.0010842103879119764 -0.0025181204063555391 -0.0023740490290052908 -0.0067460499043960689 0.00035496005896797577 -0.0075824299377614049 -0.011483016273353337 -0.0012502102851453271
leaf_count=5437 7141 41905 6088 6822 481 1403 22090 12921 10124 9826 24741 1240 1535 327 3786 213 248 736 45 7230 861 12656 14262 2448 1952 246 27333 145 129 1281
internal_value=0 0.00689587 -0.00474654 -0.010933 -0.0199184 0.00498049 0.00396812 0.0108266 0.0109912 -0.0185053 -0.0225428 -0.0163022 -0.0372183 -0.0454043 -0.04955 -0.019822 -0.00781311 -0.0601755 -0.0748385 -0.0258466 0.0143701 0.00416947 0.0172385 -0.00860551 -0.0627876 0.0131414 0.00583241 0.0285688 -0.0656095 -0.0437281
internal_count=225652 91997 133655 81696 12189 51959 27527 42048 79808 54169 47347 37194 10005 10153 5048 9911 7746 4567 3831 8470 69684 27779 15123 27189 2165 40645 27579 13066 1658 1410
shrinkage=0.05


Tree=88
num_leaves=31
num_cat=0
split_feature=115 127 119 125 117 92 71 110 8 43 41 57 33 53 65 4 32 102 110 109 46 9 60 92 6 4 23 100 0 71
split_gain=7.39929 6.69849 5.08096 4.91175 5.90985 5.22158 4.85844 4.85134 4.49533 6.27498 6.02653 4.762 4.44893 4.91438 4.26129 4.43193 4.15243 5.03019 4.0531 3.95036 3.82133 4.70983 4.25583 3.79987 3.791 3.74968 3.6442 3.55628 3.54669 4.15037
threshold=1.0000000180025095e-35 0.52500000000000013 1.0000000180025095e-35 2.7500000000000004 1.0000000180025095e-35 -3.8109999999999995 6.116950000000001 2.7596500000000002 0.043182500000000006 1.3389500000000003 -0.53150499999999989 1.1080500000000002 -2.1008499999999999 -2.2183999999999995 0.64532000000000012 -1.2117499999999997 41.250500000000009 1.3163500000000001 -0.74158999999999986 -2.1445499999999993 -2.6941499999999996 2.1212500000000003 -1.1173499999999998 0.65350500000000011 0.31898000000000004 -1.4000499999999996 2.9631500000000002 -1.6313499999999996 -1.0746499999999999 -1.8327499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 -5 12 14 10 -10 -6 19 -2 27 15 -3 -9 25 -12 -11 21 23 -23 -13 -8 -18 -21 -14 -15 -30
right_child=6 2 -4 5 8 -7 24 16 9 11 18 20 13 28 -16 -17 17 -19 -20 26 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00080728777660355779 -0.0016389360213143406 0.00041419263790218503 0.00084554107789741161 -0.0018471978728848628 0.00010119277077926194 0.0014789048878740484 -0.0075494008131069858 -0.001719264552547371 0.00092990877638484304 -0.022780038545960966 -0.0030373444274829522 -0.0063775883650554243 -0.0078838290056954478 0.00042425153816210288 0.00050052420495659154 -0.0010622980546382177 0.0021959823191813801 0.005187666349304028 -0.00083607025166393184 -0.0015365391995463785 0.00036734472435509199 -0.001827346654608846 -0.022953669715799013 0.012221297953916757 -0.00041733028076298246 -0.020532343638411096 -0.0079024059183256754 -0.0017333238316883004 0.00044331149913321452 -0.0006893760687407658
leaf_count=32711 6367 6971 8387 1280 15458 15099 423 4794 18720 23 2919 76 259 18258 11356 18760 23 39 7373 3166 6642 40 59 43 333 86 242 2539 10774 32432
internal_value=0 0.00389531 -0.00556211 0.00848656 0.00551064 0.0243795 -0.00841799 -0.0100466 -0.000842157 0.0076938 -0.0104591 -0.012142 -0.00756447 -0.00506627 -0.00612475 -0.0132458 -0.0394784 -0.204453 -0.0292078 -0.0425591 0.00307103 -0.127206 -0.288356 0.00686035 -0.0881579 -0.314729 -0.0397715 -0.046053 -0.00320045 -0.0081385
internal_count=225652 154267 50416 103851 87472 16379 71385 42029 54761 29011 25750 10291 70629 64262 37087 25731 4942 148 10292 3431 6860 218 99 119 756 109 3408 2798 61464 43206
shrinkage=0.05


Tree=89
num_leaves=31
num_cat=0
split_feature=11 126 127 16 46 125 115 119 124 16 74 34 69 0 121 107 41 107 11 87 32 26 15 108 44 54 2 122 87 41
split_gain=7.0669 7.1889 8.70342 7.5429 6.79842 6.57268 6.40954 4.95588 6.34405 4.68294 5.52712 4.52399 4.42843 4.32781 4.28349 4.52626 4.11015 4.73299 4.51862 5.34055 4.31658 4.05329 3.95399 3.95196 3.92358 3.91558 3.72234 3.57519 3.52338 3.50206
threshold=9.7151500000000013 1.7000000000000004 0.67500000000000016 3.3204500000000006 -2.5030999999999994 1.2500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -2.8219499999999997 1.0000000180025095e-35 -1.8776499999999998 -1.3062499999999997 2.6721000000000008 2.5000000000000004 -0.17651999999999998 -0.53150499999999989 2.9349000000000003 -2.1322499999999995 -2.2650499999999996 -1.0908499999999999 -13.584999999999999 327.64500000000004 3.2707500000000005 -1.2680499999999999 -5.0989999999999993 -3.7407499999999994 1.0000000180025095e-35 -4.3964499999999989 -1.40065
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -3 9 8 21 10 -6 27 -10 14 16 29 18 20 19 -11 -18 22 -4 -21 -8 -13 -23 -1 -7 -16
right_child=-2 5 7 -5 6 28 24 -9 12 13 -12 25 -14 -15 15 -17 17 -19 -20 23 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031205340061923638 0.0014614800627504674 -0.0031715523310529392 -0.0061331378697838277 0.0015215904721632963 -0.0022297411474368066 -0.0076970974122537537 -0.0016315338033499238 0.00080794460500282063 -0.0015659364429491008 0.011087835409183292 0.00026837337036583108 0.0087856825388482086 2.6857274389767716e-05 -0.00026874375704644728 0.00018518318940140467 0.00065010508941171045 -0.0053737005842269363 0.0028495883809929426 0.0015496301418607618 -0.0034393793595802928 0.00046827322187068535 -0.023365645827725531 -0.027387139139076075 -0.025538481474809707 -0.00015196685766079873 -0.00050293542090127741 -0.0017721782749346136 0.00056599858636462424 -0.00027739919930045809 -0.0019844195424821632
leaf_count=3322 7979 3340 248 9556 3535 164 5002 4694 6205 63 5926 115 14707 15189 3512 10389 319 2116 20398 552 36010 20 24 21 43000 8460 9448 820 6564 3954
internal_value=0 -0.00107144 0.000194119 0.00312707 0.00152339 -0.0271676 0.00340562 -0.0140997 -0.0187334 0.00789051 -0.0133004 -0.0206759 -0.00891512 0.0100574 0.0130884 -0.0004952 0.0171661 0.0110173 0.0284045 -0.054601 0.00833951 -0.0398135 -0.16017 -0.0849859 -0.00612287 -0.0075673 -0.0363558 -0.0478141 -0.0091652 -0.0192768
internal_count=225652 217673 207605 172259 162703 10068 149986 35346 30652 101984 9461 12717 20912 92523 77334 17855 59479 38445 21034 636 36329 9740 272 573 48002 8575 9468 4142 6728 7466
shrinkage=0.05


Tree=90
num_leaves=31
num_cat=0
split_feature=128 128 126 127 128 41 100 99 44 9 31 27 2 41 61 8 42 23 10 107 27 39 110 98 45 34 0 54 16 10
split_gain=6.94075 9.68444 7.30195 11.0393 7.06153 6.03713 6.29153 5.31389 5.11745 4.96164 4.90076 5.26271 4.43659 4.35241 4.47823 4.21015 4.74429 4.00823 3.97077 5.89515 4.31531 3.86908 3.74538 3.87547 3.74456 5.59459 3.71543 3.56045 3.43753 4.62937
threshold=1.0000000180025095e-35 0.55000000000000016 1.1000000000000003 0.37500000000000006 -0.54999999999999993 0.6471650000000001 1.2763500000000001 -0.60751999999999995 0.75537500000000013 -2.8198499999999993 134.39500000000001 -0.22837999999999997 -0.46435499999999991 1.7311500000000002 2.0840500000000004 0.43135500000000004 0.63152000000000019 -3.8690499999999997 -0.66113499999999992 -2.7233499999999995 -1.5930499999999996 1.3538500000000002 -6.6821499999999991 -1.0371499999999998 -32.595499999999994 -0.7082099999999999 -2.1878999999999995 0.94238000000000011 -1.5836999999999997 -1.6572499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 3 4 12 9 8 21 -7 10 11 -4 -1 15 -15 16 -5 -10 -2 -20 -21 24 23 -18 25 -3 -24 -8 29 -26
right_child=1 7 5 13 -6 6 27 -9 17 -11 -12 -13 -14 14 -16 -17 22 -19 19 20 -22 -23 26 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0023426234590576129 0.0012554243989992078 -0.00076411801466204192 -0.00090169639966218888 -0.00054642504923360776 -2.7703103380125609e-05 -0.0034942262606139753 -0.0016553302674042827 0.00072801551731145804 -0.01350280716471995 5.5927791423811816e-05 -0.010771529685753661 -0.0070236901059232129 0.00064270761454043597 -0.0030150128344148199 -0.00013218984686434401 0.00026563564325098916 0.00035011721774935722 -0.0004170195369763626 -0.002771136693309955 -0.0010985910666216226 0.00070259115662583299 -0.0011318679194780234 0.0041950270901146064 -0.027655603575209776 0.00062565875098620602 -0.014401402569522985 -0.0029277751876429013 0.0017219467573136053 0.00013000944239525793 -0.0022478397805377323
leaf_count=6834 21305 221 2723 17739 20257 5514 1595 12716 60 12836 156 403 8756 3485 2196 13907 21 2370 1407 3688 33817 13715 196 30 2227 114 2778 1528 29276 3782
internal_value=0 0.00509981 -0.00603133 -0.00101157 0.0117588 -0.0201016 -0.0380858 -0.00366749 -0.0530354 -0.00775324 -0.0424511 -0.0338187 0.0277576 -0.0123562 -0.0380131 -0.00815222 -0.0171706 -0.0148025 0.0141341 0.00812548 0.0105095 -0.00836568 -0.0537749 -0.322477 -0.00287056 -0.108097 -0.049167 -5.8387e-05 -0.00187152 -0.0236578
internal_count=225652 122268 103384 76199 35847 27185 11067 62051 7944 16118 3282 3126 15590 40352 5681 34671 20764 2430 60217 38912 37505 49335 3025 51 35620 335 2974 3123 35285 6009
shrinkage=0.05


Tree=91
num_leaves=31
num_cat=0
split_feature=44 1 39 42 57 16 114 56 0 64 11 78 70 7 48 73 64 47 101 63 128 35 7 68 57 59 44 25 3 128
split_gain=6.73738 6.64824 8.56424 6.9423 11.2408 6.47423 5.5423 4.73032 4.63517 4.40724 4.56327 4.23202 4.22404 3.87869 4.16851 4.49457 3.81144 4.48423 3.76343 3.76019 3.42219 3.41289 4.71424 3.58455 3.32078 3.3132 3.21022 4.68502 3.42207 3.44674
threshold=-1.5180499999999999 -2.3370499999999996 2.7409500000000002 0.87626500000000007 0.91154000000000013 -1.8369499999999999 1.0000000180025095e-35 1.9204500000000004 0.7356950000000001 -1.2917499999999997 -2.0634499999999996 2.8126000000000002 -5.6331499999999997 8.1356000000000019 -1.1018499999999998 -3.1486999999999994 -1.6716499999999999 -1.1890499999999997 -0.79053999999999991 15.708500000000003 -0.34999999999999992 0.28424500000000003 5.3328500000000014 0.49706500000000003 -12.678499999999998 -1.2045499999999996 0.6923600000000002 0.76539500000000016 12.996500000000003 -0.34999999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 13 9 12 -7 10 -5 19 -4 14 15 -3 -6 -18 25 -10 -11 23 -23 -21 -8 -2 27 28 29 -14
right_child=1 2 7 4 16 8 24 -9 11 20 -12 -13 26 -15 -16 -17 17 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021313215389343163 0.0017214891059464895 -0.010017099179907467 0.0076252139916373352 0.0038453577661621005 0.00088412120455119432 0.00074801493994210741 -0.012174488014828129 0.00056755933584834895 0.00033639534994034376 -0.0036433201264556309 -0.0010245947822094237 -0.0016877566415468604 -0.0038137819640891506 0.002151477701804919 -0.00051203615277525241 -0.0020839263044412325 -0.0019624124641208257 1.8798168808472916e-05 0.0018362451346675163 -0.0040130383522173256 -0.0017255935227673946 -0.00052803135373611255 0.010298181401724503 6.137154560002083e-05 0.00054750872462892126 -0.00045964453589079544 -0.00036530952050697755 -0.00012489173985290899 -0.016452933992475792 -0.0017004242711358944
leaf_count=3648 2617 222 131 541 11419 57882 52 4070 37705 3280 4339 3189 2721 1275 18110 912 3182 27882 7535 1384 8001 456 129 885 3780 5202 5378 3051 43 6631
internal_value=0 0.000700443 -0.000791204 0.00143231 -0.00714192 0.0058178 -0.0266948 -0.0194298 0.00908906 -0.0348022 -0.00969417 0.00132097 -0.0264072 -0.0103847 -0.0139236 -0.0727396 0.00205989 -0.00368289 0.0207766 0.00407887 -0.0456636 -0.0309183 0.0371857 -0.0484771 0.00749744 0.00540751 -0.0277221 -0.036544 -0.0476004 -0.0463063
internal_count=225652 222004 206650 184625 62476 122149 19993 22025 101630 16161 4880 43748 17955 20519 19244 1134 42483 31064 15354 40559 11281 2854 585 2269 3832 7819 17824 12446 9395 9352
shrinkage=0.05


Tree=92
num_leaves=31
num_cat=0
split_feature=16 1 43 80 11 59 78 103 16 9 13 10 16 16 10 47 80 75 100 72 68 102 96 16 48 57 63 14 0 106
split_gain=6.51287 6.5466 6.6373 14.8677 6.34159 6.08597 6.0494 5.92905 5.56962 8.55517 5.4376 5.7045 5.05809 6.23698 5.25388 5.94664 4.95032 4.69549 4.59268 4.70555 4.45339 4.01826 4.0053 3.96753 3.95226 4.07004 3.8743 4.26049 4.09131 3.89719
threshold=2.2477000000000005 -2.4977999999999994 0.99424500000000016 0.090313000000000018 -1.7164499999999998 1.2369500000000004 -6.5929499999999992 -1.3433499999999998 2.2174500000000008 -1.5560499999999997 -3.1880499999999996 2.0156500000000004 -1.8369499999999999 -1.8587999999999998 -1.61805 -0.98582499999999984 6.3100500000000013 -1.4655499999999997 6.9219000000000008 -1.5427499999999996 0.34638000000000008 1.4284500000000002 10.197000000000001 -3.2104499999999994 -1.2195499999999997 -2.5631999999999997 -0.52512999999999987 0.21577500000000002 5.7156000000000011 2.4980500000000005
decision_type=2 2 2 2 2 2 2 2 2 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 6 10 -3 -1 12 -10 -4 -12 13 14 15 17 -17 -6 19 20 -14 -2 -15 -16 25 -5 28 -28 -8 -30
right_child=21 2 3 24 8 -7 26 -9 9 -11 11 -13 18 22 23 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0016620762953627995 0.00033138235780931914 -0.022554934385698291 0.0014368783761038214 0.0036348849049080974 -0.0077900340911282564 0.00012817473863460034 0.00012423636378930465 0.0015604738883050276 -0.013401192822127912 -0.00045778864714190028 -0.0011336624374108377 -0.0045698510057236982 -0.00069321345002710828 -0.0049093517325724742 -0.0025167739233369346 0.0017459726509332877 -0.0010544191437532339 -0.00065973178640016243 0.0017949034136637795 0.00069696901984359896 0.00034584445433150085 0.0015977280814514019 -0.022748506986810007 -0.00050474167340732498 -0.0023852267991815723 -0.013276861849312144 -0.0030465864533505737 -0.00077898036269353739 -0.0065988783429354316 0.0091348971811715859
leaf_count=1685 26932 32 1789 46 339 29095 9254 9334 191 385 10922 1358 17586 422 3085 6234 2113 724 5275 35315 24932 8163 34 11906 8502 157 3074 6351 373 44
internal_value=0 -0.00230556 -0.00375763 -0.0132967 0.000117875 -0.00569359 -0.0166709 0.0213538 0.00307653 -0.0949957 -0.0227694 -0.0302732 0.00359975 -0.00891577 -0.00675035 0.0117703 0.0207414 -0.058673 0.00734305 0.00540778 -0.00167847 0.0125186 -0.124789 -0.018376 -0.050997 -0.188893 -0.0159429 -0.0303714 -0.00188142 -0.0987744
internal_count=225652 190557 179538 51869 127669 43164 19128 11019 108541 576 14069 12280 107965 24857 24401 9410 8347 1063 83108 77833 42518 35095 456 14991 8705 203 19096 9425 9671 417
shrinkage=0.05


Tree=93
num_leaves=31
num_cat=0
split_feature=119 128 126 125 128 43 109 59 43 43 59 80 114 27 44 31 83 15 75 16 71 10 105 36 71 103 44 91 16 62
split_gain=6.65786 6.61055 11.4914 8.59715 8.24626 6.54058 6.97899 5.02462 5.14495 5.05126 4.9653 5.10964 4.83994 4.83451 4.48047 4.47035 5.03389 4.76408 4.23022 4.71302 6.03149 4.14327 4.14166 4.36427 3.96912 3.96257 3.83431 3.854 3.82597 3.76347
threshold=1.0000000180025095e-35 -0.24999999999999997 1.3 2.2500000000000004 0.55000000000000016 1.8661500000000004 1.2958500000000004 -3.1136999999999992 -1.3938499999999998 1.2711500000000002 1.3832500000000001 0.88481500000000013 1.0000000180025095e-35 -4.4020499999999991 -1.2680499999999999 -0.46435499999999991 -1.1011499999999999 -0.5956349999999998 1.7893500000000002 -4.0107499999999989 2.7320500000000005 0.48603000000000002 -10.957999999999998 -2.2191499999999995 0.85355000000000014 -6.9898999999999996 12.217000000000001 2.6411500000000001 1.6968000000000003 2.6975500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 26 14 -7 8 25 -9 12 -12 28 -6 -4 21 17 18 19 20 -17 -2 -10 -24 -16 -1 27 -3 -11 -27
right_child=15 4 3 -5 13 6 -8 9 22 10 11 -13 -14 -15 24 16 -18 -19 -20 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.014758883321657777 0.0015673417462653352 0.00048308604412001946 -0.0048945628252142605 0.00060282076605935116 -0.0016833118654166288 -0.014243167786494355 -0.0041295625871883958 0.00032221136418849315 -0.016483554063597694 -0.0044407088804013358 3.824880093367741e-05 -0.0138432930397398 0.0011403099978439921 -0.00018426499151393244 -0.00096545620343214391 0.0018971502150331315 0.0013776189369533311 0.0001524559917182089 0.0018937006899196766 -0.0016719635845629357 -0.031988485388714696 0.0003817028040233642 -0.018799671774419647 -0.0029741613418910393 -0.0031896904653906186 -0.00091967407694906994 -0.004416922220031645 0.002600226900953846 -0.00046495668797976722 0.0047846319374712336
leaf_count=50 12605 47261 1208 2975 6141 212 873 31773 64 2138 6265 67 766 43318 6435 24 5683 19101 884 6366 29 17737 45 1366 2914 5564 387 2252 844 305
internal_value=0 -0.00335931 -0.0112972 -0.035919 0.00174283 -0.0481786 -0.122114 -0.00398918 -0.0280209 0.000256406 -0.0192481 -0.00217268 -0.048096 -0.00740784 -0.0405799 0.00878305 0.000554272 -0.0052566 -0.0269802 -0.0359117 -0.332881 0.0174851 -0.0808629 -0.0695775 -0.0331746 -0.0148528 0.0108126 0.0115876 -0.0663089 -0.0124647
internal_count=225652 163223 63864 14617 99359 11642 1085 49247 7394 41853 10080 6332 3748 49459 10557 62429 32087 26404 7303 6419 53 30342 1475 1411 9349 5919 49900 49513 2982 5869
shrinkage=0.05


Tree=94
num_leaves=31
num_cat=0
split_feature=17 84 1 16 110 102 127 126 128 102 11 127 108 128 128 110 70 16 45 89 9 2 102 45 14 66 94 58 6 34
split_gain=6.51667 8.47093 6.20436 6.53379 6.53495 5.06731 4.95155 6.26257 7.65748 7.37206 5.1174 4.78421 7.72208 5.97118 4.60011 5.1441 4.81672 4.29551 4.18842 4.13372 4.53681 4.08819 3.97002 3.88141 4.63694 3.73418 3.70557 3.69906 3.55567 3.51987
threshold=-2.1201999999999992 1.75885 -2.3370499999999996 2.2477000000000005 -2.9224499999999995 -3.1831499999999995 0.67500000000000016 0.90000000000000013 -0.34999999999999992 -2.2762499999999997 -1.2076499999999999 0.37500000000000006 -2.4495499999999999 -0.54999999999999993 -0.74999999999999989 1.3691500000000001 -1.7774499999999998 -2.1422999999999996 -1.7518499999999999 -10.019999999999998 -1.1698499999999996 4.7115000000000009 1.4284500000000002 0.60052500000000009 1.4241500000000002 2.9814500000000002 -1.27965 -10.125999999999999 -5.528999999999999 -1.8776499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 17 -1 7 11 9 23 -11 12 -6 -14 15 16 27 28 -19 20 21 -20 -5 -9 -25 26 -17 -8 -4 -10
right_child=2 -3 3 22 6 -7 14 8 29 10 -12 -13 13 -15 -16 25 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0098067777703541806 0.0010838454461356603 6.5250516047312806e-05 -0.021853015337139368 0.00034519793317932596 -0.0010135449614123296 -0.0019177434017893374 -0.022964587855116968 -0.0020908949565184632 -0.00081160452724599779 -0.002617427301093427 -0.00024557777592723113 -1.3816742937201537e-05 0.0022950673444655802 0.00068079558231764602 -0.00033868464333125265 -0.012780969459197001 4.053057362927847e-05 0.00031554572860276051 -0.006849439286792088 -0.0012138059575002918 -0.028542503663762049 0.011349528947132915 0.0016472584824122503 -0.0044811140898665088 -0.01307304779540611 -0.013640916088048403 -0.0030788837015004017 -0.0037918083451567671 -0.0028916322208499116 0.00057464147838339396
leaf_count=209 14299 9859 25 25497 5399 7805 26 1536 6471 2950 9926 43329 7252 27270 18789 108 2497 5519 334 7926 22 34 7599 883 191 108 1109 776 2241 15663
internal_value=0 -0.0183229 0.00157613 9.05926e-05 -0.00254921 -0.0424697 -0.000416857 0.00216144 -0.00854635 -0.025603 -0.0157798 0.0070002 0.0148979 0.0203981 -0.0137273 -0.0419825 -0.0208446 -0.0216575 -0.0150472 -0.0292217 -0.129731 -0.10336 0.0128831 -0.0740643 -0.120182 -0.094612 -0.0787975 -0.0882674 -0.0620165 0.00338729
internal_count=225652 17873 207779 193480 160384 8014 144283 120870 37620 15486 12876 83250 39921 34522 23413 4624 3299 16101 13835 8316 390 368 33096 2610 1074 1325 1217 802 2266 22134
shrinkage=0.05


Tree=95
num_leaves=31
num_cat=0
split_feature=115 16 5 103 0 128 5 43 103 71 119 112 26 43 57 116 128 8 43 13 31 125 127 16 31 48 63 92 6 127
split_gain=6.48666 6.29873 6.14966 5.30638 4.88987 4.83501 4.50987 4.81663 4.43142 4.22353 4.11285 4.09203 4.30833 4.0167 3.99148 4.47893 3.84584 4.46014 6.99648 3.65098 3.61211 3.55153 3.7638 3.7323 3.4905 3.46968 3.45419 3.43418 3.4336 3.41079
threshold=1.0000000180025095e-35 -1.6028499999999999 2.9520500000000003 2.3259500000000002 -2.8441999999999994 -0.74999999999999989 -2.8395499999999996 1.7258500000000001 -3.3771499999999999 6.116950000000001 1.0000000180025095e-35 -1.0117499999999999 1.3864500000000002 -0.065128999999999979 2.3426500000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.021608000000000006 0.6632800000000002 -3.6612499999999994 483.35500000000008 1.2500000000000002 0.52500000000000013 -1.9389499999999997 -0.25424999999999992 0.74486000000000019 3.7872000000000008 -1.6752499999999999 0.31898000000000004 0.67500000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 8 -3 11 -6 16 14 -8 -13 -14 15 19 17 18 27 -9 -7 -10 23 -23 -4 -26 -20 -2 -11 -27
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leaf_value=-0.0069531965022204866 -0.0026625301119818615 0.0017365504264984779 0.0002583246238756291 -0.00052793462032283106 -0.0072779415017250205 -0.00010997925475179465 0.0012738107218309284 0.007409914680165313 -0.0032977566647654499 -0.0071012045394813084 0.00099423770599633325 0.00054979242038089905 -0.0040955420257483693 -0.00032912337480648615 0.0010958922933976692 -0.0041886326651560529 -2.6612937954911204e-05 -0.0002416864198886443 -0.0033727251219175299 -0.0012510241424494055 0.0094566309340110028 0.0014846231728382685 -0.0024403381226605876 -0.003457754877743917 -0.0028434106564610259 0.00016059359097828543 -0.0098924481005834564 -0.00051775271580078693 -0.00031365214968687513 -0.003559346611600487
leaf_count=282 2346 8048 5213 11617 327 29595 18710 126 1611 423 2944 53578 874 3724 1420 1510 39484 17509 1934 3549 99 2183 1620 463 2722 3294 227 9129 333 758
internal_value=0 0.00364719 0.00718409 0.00960971 -0.00789683 -0.00686643 0.0120895 0.00998132 -0.0322564 -0.00788177 -0.0112009 0.0126121 0.00847484 -0.0209011 -0.0250565 -0.0379212 -0.00708598 -0.0153944 -0.0289547 -0.0190816 -0.00156168 -0.0259522 -0.0108456 0.012396 -0.0142857 -0.0292553 -0.0811517 -0.0191248 -0.082229 -0.0107058
internal_count=225652 154267 118087 106100 36180 35898 94483 86435 6204 71385 9549 76886 58176 4598 6605 5185 70629 31145 13636 3675 29694 5877 4266 2646 11987 6774 2161 11475 756 4052
shrinkage=0.05


Tree=96
num_leaves=31
num_cat=0
split_feature=46 32 32 42 16 10 34 86 46 5 107 42 95 32 34 51 6 109 5 10 49 68 11 107 94 32 88 89 89 7
split_gain=6.07968 6.57654 13.7561 4.96118 4.88754 4.71 4.39193 6.90364 4.3422 4.16565 4.18272 4.4007 6.73661 3.92818 4.0871 7.57077 5.07313 4.15383 4.08079 3.81375 3.67982 4.24936 3.60693 3.95145 4.39495 3.55945 3.46113 3.41091 3.40902 3.40272
threshold=-3.1324499999999995 -0.49358499999999994 1.3843500000000002 -1.1954499999999999 -0.11702499999999999 2.5476500000000004 -1.96105 1.5721500000000004 1.4578500000000003 3.9764500000000003 -7.2791999999999986 0.33276500000000003 -0.17689499999999997 41.250500000000009 -1.9101999999999999 -1.2844499999999999 1.6510500000000004 -2.8689499999999994 0.38145000000000007 -1.8608499999999999 -2.1765999999999992 -1.5859499999999997 -1.7661499999999999 -4.9464999999999995 -3.1220999999999992 0.27071500000000004 -0.076821499999999987 2.4073500000000005 -10.019999999999998 1.7090500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 4 3 22 20 8 7 -5 13 10 -6 -12 -13 14 15 17 29 -4 -15 -19 21 -2 23 24 -3 -26 -1 28 -14 -17
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leaf_value=-0.0010216193177460184 -0.011046472115896079 -0.01124586923259286 -0.0017381013452490079 -0.0036317065277700782 -0.002750866269653607 -0.0042917419643866608 -0.00091274769226203784 -0.00058283384758713648 0.00087156221427828423 -0.0015232530440908269 0.0013067091605412468 0.00079326152843064209 -0.015962997305433494 0.00011834393904593594 0.00048823230749631737 -0.00042456852294795708 -0.0056968898943122936 0.0021975922460190263 -0.0040931829697828754 -0.00011417612139753673 5.8152640129580732e-05 -0.0013930837996015465 0.00013420521342429634 -0.0024452039673253756 -0.00064784095453921222 0.0042161036927795209 -0.0041775008494519296 -0.019320104371756318 -0.00075008245570684423 -0.0046901694006715646
leaf_count=4281 119 76 2368 4308 860 565 20970 3263 21511 2169 22313 25581 37 1138 25773 1991 949 2652 1163 5451 46105 2713 14865 3258 1077 578 1090 25 7792 611
internal_value=0 0.000810513 -0.0045344 -0.017264 0.00639624 0.00506555 -0.0257086 -0.0463537 0.00587299 0.0125427 0.0141906 0.0152582 0.00800009 -3.32699e-05 0.00228957 -0.0114499 -0.0513509 0.00208159 -0.040206 0.0128487 -0.0009861 -0.0359743 -0.00512443 -0.0283904 0.0102195 0.0210173 -0.0332416 -0.0176172 -0.0164396 -0.0285243
internal_count=225652 220281 112567 48395 107714 64172 28541 7571 63607 58777 56608 55748 33435 42096 39795 14022 3551 10471 2301 8103 48937 2832 19854 4989 1731 1655 5371 7854 7829 2602
shrinkage=0.05


Tree=97
num_leaves=31
num_cat=0
split_feature=119 128 128 56 46 9 26 45 79 73 10 41 44 16 3 31 105 48 37 48 41 13 14 1 46 116 10 0 97 9
split_gain=5.89651 5.48115 7.73451 7.04052 6.92089 6.54507 4.11302 4.09132 4.18981 4.04784 5.00683 4.35639 4.03181 3.99509 3.81554 3.54011 3.51381 3.77923 3.46333 4.3526 3.44816 3.49155 3.92457 3.4245 3.35114 3.31389 3.32094 3.27611 3.65739 4.2843
threshold=1.0000000180025095e-35 -0.24999999999999997 0.75000000000000011 0.19610500000000003 -1.5648499999999996 -1.2419499999999999 -14.693 0.30066500000000002 1.3184500000000001 0.11142500000000001 1.5895500000000002 0.78084500000000012 12.217000000000001 -1.8369499999999999 5.2497000000000007 -0.25424999999999992 2.3786500000000004 -1.2013499999999999 -2.1376499999999994 -1.1541499999999998 -4.4117499999999987 0.70135000000000003 65.244000000000014 -3.0513499999999998 -3.1324499999999995 1.0000000180025095e-35 -0.74839999999999984 -0.144425 2.1650500000000004 -4.7668999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 -1 20 24 27 -9 11 15 13 16 -2 -7 -11 17 25 19 -8 -5 22 -22 -20 -4 -3 -27 -6 29 -29
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internal_value=0 -0.00316141 0.00148449 -0.0103895 -0.0180376 0.00402484 -0.0119344 -0.01098 -0.0221251 0.00826562 0.0161845 7.76792e-05 0.00728556 0.00549567 0.014311 0.0236587 0.00796834 0.00628239 -0.0101749 -0.0465584 -0.0247164 -0.0404068 -0.0610503 -0.00692911 -0.0898823 -0.0397911 -0.124156 0.000459932 -0.0145524 -0.0273748
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Tree=98
num_leaves=31
num_cat=0
split_feature=115 123 121 39 127 122 76 123 76 122 26 24 12 44 11 15 7 11 101 75 48 34 56 46 105 56 100 92 22 72
split_gain=6.00619 6.73499 7.93081 5.03946 4.30202 5.19029 5.92807 5.63428 8.56975 5.64437 4.96058 4.79267 4.03295 3.95527 3.9097 4.49353 4.28278 3.85112 3.84096 3.83175 3.75695 3.65558 9.44862 3.48431 3.72801 3.39103 3.36727 3.32648 3.27457 4.15215
threshold=1.0000000180025095e-35 0.8500000000000002 1.5000000000000002 0.70235500000000017 0.67500000000000016 2.5000000000000004 -1.5781499999999997 1.0000000180025095e-35 -1.2619499999999999 1.5000000000000002 -0.7417999999999999 -2.0054999999999996 -1.3780499999999998 0.61270500000000017 -0.9715649999999999 -0.21795499999999998 -3.5816499999999993 3.0874000000000001 1.1285500000000004 2.2160500000000005 -0.87365499999999985 -1.5877499999999998 -2.0766999999999993 -3.9512999999999994 -0.90623499999999979 -2.8293999999999992 -0.14869499999999999 3.0758500000000004 -1.7972499999999998 -1.1391499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_count=3363 9737 10244 58 20235 7029 974 10395 140 5666 2196 9773 1233 2030 5980 7708 8859 1858 12639 3457 344 2799 1276 11101 36058 57 36632 6722 95 6432 562
internal_value=0 0.00350951 0.0057747 -0.00334372 0.0120753 0.0153426 0.000886648 0.0206316 0.0315872 0.0566833 0.0174421 -0.0314001 -0.0493137 -0.015764 0.0102839 0.0193957 -0.00650394 -0.00758426 0.0109838 0.0170152 0.0730347 -0.0109911 -0.0216308 0.00372566 -0.170062 -0.00514255 -0.00405394 -0.0229156 -0.00924853 -0.0406046
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shrinkage=0.05


Tree=99
num_leaves=31
num_cat=0
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split_gain=5.65585 5.70907 6.83642 6.32648 6.08143 7.19689 8.86292 6.90374 6.70233 6.30786 8.09209 5.93714 5.79708 5.58629 4.68446 4.7593 4.55698 4.46426 4.37625 4.35196 4.32664 4.1522 4.02911 3.97121 3.91181 4.52558 5.47572 5.24882 3.85518 3.84984
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=-2 11 3 12 -6 6 8 22 13 -11 21 17 -14 -15 24 18 -18 29 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.9827164050099478e-05 0.0013074571332541227 -0.0024814471239293125 -0.0045803124822114544 0.00092487253245062274 0.001364297071044336 -0.0009706506909620083 -0.0028223819109896211 -0.0062102623872041891 0.0002867292022870589 0.00082792159138259189 -8.8739579302559392e-06 0.0010073162363655637 -0.00071222515214927043 -0.0018582066159868974 -0.0040686493064893267 -0.0044857523260877176 -4.480587691298039e-05 -0.003427407942635869 0.0042445828008678054 -0.0016772046868119925 -0.00043144939000975841 -0.0020208933434494691 -0.0023170463626950221 -0.0056734965435019458 0.0011977395546300992 0.0038662821174672009 0.00062594913653388619 0.00016734445437879025 -0.00080789359228196432 0.0018027518252452615
leaf_count=480 7979 4805 1680 7898 9556 7392 2120 1122 30751 35863 4183 3445 17149 3368 1145 561 3045 1341 575 5574 3542 6626 1630 889 11310 1568 7737 37490 4351 477
internal_value=0 -0.00095852 0.000169282 -0.012499 0.00276869 0.00132872 -0.00920356 -0.0353307 -0.00189005 0.00552851 0.000612016 -0.0242141 -0.00392007 0.00149991 0.00456283 -0.0220345 -0.0333627 -0.00101097 -0.00685791 -0.0469911 0.00443255 -0.0248451 -0.0780865 -0.0738942 0.00709163 0.0034443 0.0234397 -0.000884011 -0.0297444 -0.0411028
internal_count=225652 217673 207605 35346 172259 162703 46383 10144 36239 116320 80457 10068 25047 34119 69648 6047 10299 5263 4678 7254 4117 10809 2752 1369 63601 52291 9305 42986 5496 1818
shrinkage=0.05



feature importances:
secondaryCutoff=192
log10_cardinality=131
top_10%_loss_kurtosis=106
resultFilteringMode_none=91
secondaryFixedProbability=89
secondaryCorrelationMultiplier=81
recent_15%_loss_best_percentile75_ratio=79
all_correlation_skew=78
all_loss_best_percentile75_ratio=73
recent_15%_loss_kurtosis=73
secondaryLockingMode_random=72
all_loss_skew=60
all_loss_kurtosis=53
all_correlation_best_percentile25_ratio=51
top_30%_loss_kurtosis=48
all_loss_stddev_best_ratio=47
top_30%_loss_skew=47
recent_25_loss_best_percentile75_ratio=47
secondaryCorrelationExponent=47
all_correlation_best_percentile50_ratio=44
top_20%_loss_kurtosis=41
all_correlation_percentile5_percentile25_ratio=37
top_10%_correlation_stddev_best_ratio=37
all_loss_best_percentile50_ratio=37
resultFilteringLossRankMultiplier=36
all_correlation_stddev_median_ratio=36
recent_25_loss_stddev_best_ratio=35
top_30%_correlation_best_percentile75_ratio=35
recent_15%_loss_skew=33
recent_25_correlation_best_percentile75_ratio=32
top_30%_correlation_stddev_best_ratio=32
recent_15%_correlation_stddev_best_ratio=31
resultFilteringMode_loss_rank=31
recent_25_loss_best_percentile50_ratio=31
recent_15%_correlation_best_percentile75_ratio=30
top_20%_correlation_stddev_best_ratio=29
recent_15%_loss_best_percentile50_ratio=29
recent_15%_correlation_best_percentile50_ratio=29
recent_15%_loss_best_percentile25_ratio=26
top_30%_correlation_skew=24
top_30%_loss_stddev_median_ratio=23
recent_25_correlation_stddev_median_ratio=23
recent_25_loss_stddev_median_ratio=21
recent_10_loss_stddev_best_ratio=21
recent_15%_correlation_percentile5_percentile25_ratio=20
top_30%_correlation_kurtosis=19
recent_15%_loss_stddev_best_ratio=19
recent_25_loss_best_percentile25_ratio=19
all_correlation_best_percentile75_ratio=18
all_loss_stddev_median_ratio=18
top_20%_loss_skew=18
top_10%_correlation_percentile5_percentile25_ratio=17
all_loss_best_percentile25_ratio=16
top_10%_loss_percentile5_percentile25_ratio=16
recent_25_correlation_skew=16
top_10%_loss_stddev_best_ratio=16
top_20%_correlation_skew=16
recent_15%_loss_stddev_median_ratio=16
recent_10_loss_best_percentile75_ratio=16
top_10%_loss_skew=15
resultFilteringAgeMultiplier=15
top_10%_loss_best_percentile50_ratio=15
recent_10_loss_stddev_median_ratio=15
top_10%_loss_stddev_median_ratio=14
recent_10_loss_best_percentile50_ratio=14
secondaryTopLockingPercentile=13
top_10%_loss_best_percentile25_ratio=13
recent_25_correlation_best_percentile50_ratio=13
resultFilteringRandomProbability=12
recent_10_correlation_best_percentile25_ratio=12
recent_25_correlation_percentile5_percentile25_ratio=12
top_10%_correlation_best_percentile25_ratio=11
top_20%_correlation_best_percentile75_ratio=11
top_30%_loss_best_percentile75_ratio=11
secondaryLockingMode_top=11
secondaryProbabilityMode_correlation=11
all_loss_percentile5_percentile25_ratio=10
top_20%_loss_stddev_median_ratio=10
all_correlation_kurtosis=9
top_10%_correlation_stddev_median_ratio=9
top_10%_correlation_best_percentile75_ratio=9
top_10%_correlation_best_percentile50_ratio=9
recent_15%_loss_percentile5_percentile25_ratio=8
top_30%_correlation_percentile5_percentile25_ratio=8
top_30%_correlation_best_percentile50_ratio=8
top_10%_loss_best_percentile75_ratio=8
top_10%_correlation_kurtosis=8
recent_25_loss_skew=8
top_30%_loss_stddev_best_ratio=7
top_20%_loss_best_percentile75_ratio=7
recent_10_correlation_percentile5_percentile25_ratio=7
top_10%_correlation_skew=7
top_20%_loss_stddev_best_ratio=7
top_30%_loss_best_percentile25_ratio=6
top_30%_correlation_stddev_median_ratio=6
recent_15%_correlation_best_percentile25_ratio=6
recent_10_loss_best_percentile25_ratio=6
top_30%_correlation_best_percentile25_ratio=6
top_20%_loss_best_percentile25_ratio=6
recent_25_correlation_best_percentile25_ratio=6
all_correlation_stddev_best_ratio=6
recent_10_correlation_best_percentile50_ratio=5
top_20%_correlation_stddev_median_ratio=5
top_30%_loss_percentile5_percentile25_ratio=5
resultFilteringMode_age=5
top_20%_correlation_kurtosis=4
recent_25_loss_kurtosis=4
recent_25_correlation_stddev_best_ratio=4
secondaryProbabilityMode_fixed=4
recent_10_correlation_stddev_median_ratio=4
recent_10_loss_kurtosis=4
recent_10_loss_percentile5_percentile25_ratio=4
recent_10_loss_skew=4
recent_10_correlation_stddev_best_ratio=4
top_20%_loss_best_percentile50_ratio=4
recent_15%_correlation_stddev_median_ratio=3
top_20%_correlation_best_percentile25_ratio=3
top_30%_loss_best_percentile50_ratio=3
recent_15%_correlation_kurtosis=3
recent_25_loss_percentile5_percentile25_ratio=2
resultFilteringMode_random=2
recent_15%_correlation_skew=2
recent_10_correlation_best_percentile75_ratio=2
top_20%_correlation_percentile5_percentile25_ratio=2
top_20%_correlation_best_percentile50_ratio=2
recent_25_correlation_kurtosis=2
recent_10_correlation_skew=1

pandas_categorical:null