tree
version=v2
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=129
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 gamma
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] [0.20000000000000001:2]
tree_sizes=2541 2603 2621 2626 2612 2606 2614 2616 2626 2636 2606 2582 2617 2625 2603 2625 2630 2597 2612 2609 2635 2603 2605 2621 2624 2609 2606 2632 2601 2613 2575 2614 2586 2572 2599 2603 2574 2593 2594 2592 2595 2607 2560 2560 2580 2581 2585 2566 2583 2622 2593 2557 2538 2594 2545 2575 2551 2578 2579 2578 2588 2581 2529 2570 2555 2578 2590 2601 2540 2558 2574 2563 2576 2577 2554 2600 2590 2533 2541 2546 2506 2569 2500 2572 2476 2501 2512 2576 2577 2557 2463 2553 2478 2537 2494 2518 2553 2510 2536 2488

Tree=0
num_leaves=31
num_cat=0
split_feature=92 76 113 122 44 76 76 123 79 106 114 76 114 59 76 78 9 44 129 90 59 9 44 122 15 128 43 110 106 124
split_gain=318130 164503 80116.1 41044.6 19306.3 17904.7 29019.2 15731.2 15147.4 14139.8 12836.5 10641.9 7590.12 7123.02 6955.63 6356.51 6249.53 6184.08 6041.72 6017.49 5998.67 5447.28 5440.65 5778.65 6197.95 5134.25 4752.98 4948.12 7049.8 4520.53
threshold=-3.2936499999999995 -3.0362999999999993 1.0000000180025095e-35 1.5000000000000002 -0.73889499999999997 -1.5781499999999997 -1.5782499999999999 1.0000000180025095e-35 0.35718000000000005 1.2460500000000001 1.0000000180025095e-35 -1.2420499999999997 1.0000000180025095e-35 -2.3395499999999996 -1.5782499999999999 2.7607500000000003 -9.3054499999999987 2.6676500000000005 1.3 -3.0072499999999995 -1.7497499999999999 -4.4873499999999993 1.0313000000000001 2.5000000000000004 8.499900000000002 -0.94999999999999984 -0.81007499999999988 -0.29055499999999995 -1.9927499999999998 -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=15 18 3 5 11 6 29 8 10 13 17 14 -8 -4 -5 -1 -10 -7 -2 -15 -12 -20 -6 -24 -25 -21 27 28 -18 -3
right_child=1 2 9 4 22 7 12 -9 16 -11 20 -13 -14 19 -16 -17 26 -19 21 25 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=15.901811455666186 15.800398456817749 15.68674303086862 15.727950190634314 15.585287543358632 15.568838090343002 15.664965712301012 15.742438657492063 15.608091649104789 15.89088562923606 15.74125703436119 15.739916182450839 15.583301925276411 15.883023728389773 15.627360865889987 15.733155881788862 15.63471634442852 15.572893326789746 15.712617982825737 15.973348269822868 15.600444916576219 15.496132827617471 15.846701461792833 15.438202934347805 15.554601769454157 15.394026546407595 15.689455984374019 15.594545969233685 15.679847731176153 15.693824205221029 15.610126480740982
leaf_count=15513 7471 2702 8384 1100 7712 25112 6653 33106 209 15465 306 5158 1122 5252 2871 226 3936 9341 1006 1707 1439 5442 2078 5056 682 31805 11798 4566 1737 6697
internal_value=0 -0.325126 -0.561038 -0.999088 -2.16395 -0.734915 0.202032 -0.910678 -0.598692 0.372116 -0.19959 -1.0099 1.63125 0.099951 0.220624 4.33625 -1.2481 -0.0655716 2.99676 -0.080813 -2.84563 3.70593 -2.84242 -3.4304 -2.91295 0.0751623 -1.29971 -0.801195 -1.42486 -0.980238
internal_count=225652 209913 195994 133381 24657 108724 17174 91550 58444 62613 36198 9129 7775 47148 3971 15739 22246 34453 13919 38764 1745 6448 15528 7816 5738 33512 22037 10239 5673 9399
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=92 76 113 115 44 76 76 114 96 106 129 110 44 9 69 58 128 90 16 86 31 4 129 115 17 24 128 129 127 82
split_gain=287112 148464 72304.7 32209.7 46417.2 31297.2 17684.4 16801.7 16352.7 12761.1 9769.61 7741.87 6640.61 5993.96 5915.34 5619.5 5487.61 5161.1 5121.38 5044.83 4901.21 4117.05 4114 6060.04 3987.62 3909.11 3892.9 3848.39 3836.69 4640.48
threshold=-3.2936499999999995 -3.0362999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.72895499999999991 -1.5781499999999997 -1.5782499999999999 1.0000000180025095e-35 0.54061500000000018 1.2460500000000001 1.5000000000000002 0.12242000000000001 1.0313000000000001 -2.6090499999999994 -1.5398499999999997 -10.125999999999999 -0.74999999999999989 -3.4532499999999993 3.1878500000000005 -0.59967499999999985 -0.81349999999999989 -1.6345499999999997 1.3 1.0000000180025095e-35 6.6055500000000009 -0.34603499999999993 -0.6499999999999998 1.1000000000000003 0.67500000000000016 -1.3995499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 15 3 4 5 6 -3 -6 16 14 -8 21 -9 -12 -4 27 -5 -13 28 -1 -7 -10 -17 -24 -21 -19 -16 -2 29 -18
right_child=1 2 9 8 7 20 10 12 11 -11 13 17 -14 -15 26 22 18 25 -20 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.2210900692142353 0.131111028244985 -0.048092571397622429 0.042965336867485777 -0.045776490822868138 -0.077012919019528794 -0.08679422268914086 0.034314821260495926 -0.10997563037322729 -0.010148498461344765 0.057088465605821197 0.26952251878817352 0.044517290981197298 -0.17138245034605218 0.11592382451417056 -0.033262072243733738 0.10807124451832301 0.038526367558649126 -0.017763536190886293 -0.059600910324991853 0.16020860190109593 -0.031397894236951066 -0.094445994171400677 0.18839812271687995 0.059383282309134824 -0.24122065961479194 -0.10359476951284607 0.0049541231870032908 0.34603050201621421 -0.031775706257093271 -0.0021443784622732962
leaf_count=12246 336 3222 8335 6631 25709 9006 3550 8884 1674 15465 826 2216 8728 2749 8545 7020 12872 4277 2934 3430 7173 10749 4897 1118 63 1923 30268 548 4848 15410
internal_value=0 -0.30887 -0.532986 -0.949133 -1.41781 -0.376025 0.982243 -2.05571 -0.433884 0.35351 1.86138 -1.16006 -2.80814 3.02825 0.0949534 2.84692 -0.0794449 -0.419527 0.074284 4.11943 -1.24468 -1.66174 2.68145 3.28837 3.05937 -0.887701 -0.0691897 5.28683 0.186428 0.327322
internal_count=225652 209913 195994 133381 69847 26526 10347 43321 63534 62613 7125 20839 17612 3575 47148 13919 42695 8416 36064 15739 16179 12423 13035 6015 3493 6200 38813 884 33130 28282
shrinkage=0.05


Tree=2
num_leaves=31
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split_gain=259119 133989 65255 33898.8 16551.8 14996 24336.5 20192.7 14940.4 11516.9 10770.8 7616.02 7178.3 6863.65 6456.85 6094.78 5587.01 5582.5 5338.6 5071.6 5025.8 4892.09 4292.56 4283.92 4185.84 4087.66 4039.59 3954.75 3860.09 4012.16
threshold=-3.2936499999999995 -3.0362999999999993 1.0000000180025095e-35 1.5000000000000002 -2.4169499999999995 -1.5781499999999997 -1.5782499999999999 1.0000000180025095e-35 0.54061500000000018 1.2460500000000001 -1.5781499999999997 -1.5782499999999999 0.12242000000000001 -0.53116499999999989 1.0000000180025095e-35 1.0000000180025095e-35 2.7607500000000003 -2.7698999999999994 -1.5398499999999997 -10.125999999999999 -1.2396499999999999 2.6676500000000005 3.5000000000000004 -8.3815499999999989 1.5000000000000002 -1.8187499999999999 1.0000000180025095e-35 -0.76174499999999989 -0.74999999999999989 -1.4207499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 19 3 5 22 6 26 13 21 18 11 -6 20 -7 -8 -15 -1 23 -4 -2 -10 28 -5 -14 -16 -13 -3 -21 -9 -30
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leaf_value=0.19926870075783712 0.25112458332209969 -0.065161748218442048 0.040817065255042674 -0.17300634231137466 -0.082347226747295318 -0.039910096364340585 0.056523220526625922 -0.059184232213042802 -0.17738582325643965 0.054234032836732761 -0.08940795587969351 0.32150110730837134 0.25996466575253413 -0.078663974717569973 0.051238334320093462 -0.17539077480117005 -0.051138089966457502 -0.052273191846465963 -0.0032865172776160387 0.1595487577353647 -0.073814269930636264 0.024724614099891865 -0.1045846765832005 0.021210557029691535 0.25530116514678081 0.047347346159164722 0.0072646401414467087 0.10379866171964425 0.025097815807117486 -0.020693455447682481
leaf_count=15513 884 6697 8335 6286 1425 12381 6653 4287 1350 15465 11011 145 207 22119 380 1758 226 4813 38813 5511 8848 10350 3608 2034 742 2182 2702 7524 6704 16699
internal_value=0 -0.293426 -0.506337 -0.901677 -1.96029 -0.661598 0.19587 -0.822452 -0.442141 0.335834 -1.28956 0.173693 -1.21402 -1.40241 1.5047 -1.71571 3.91346 -0.438435 0.0902056 2.70457 -1.7505 -0.0920753 -2.96111 0.865283 3.72378 1.28861 -0.886816 2.54738 -0.311323 -0.151523
internal_count=225652 209913 195994 133381 24657 108724 17174 91550 55292 62613 14763 3752 17252 36258 7775 23877 15739 7054 47148 13919 10198 38040 9894 2241 1122 2327 9399 13035 27690 23403
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Tree=3
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split_gain=233855 120925 58892.7 30593.7 14938 13533.9 22020 18224 13483.7 10648.6 9720.64 6873.46 6847.45 6194.45 5956.95 5500.54 5218.32 5042.28 4891.96 4630.83 4577.12 4571.86 4807.9 4225.18 4079.57 4023.58 3910.54 3894.57 3830.33 3689.11
threshold=-3.2936499999999995 -3.0362999999999993 1.0000000180025095e-35 1.5000000000000002 -2.4169499999999995 -1.5781499999999997 -1.5960499999999997 1.0000000180025095e-35 0.54061500000000018 -0.88114499999999996 -1.5781499999999997 -1.5782499999999999 -0.69222499999999987 -0.53116499999999989 1.0000000180025095e-35 1.0000000180025095e-35 -0.95519999999999994 2.7607500000000003 2.5802500000000004 -0.38869999999999999 -10.125999999999999 0.67500000000000016 2.1435500000000007 -1.5793499999999996 -0.71910499999999988 2.2903500000000006 -1.53155 1.0000000180025095e-35 -1.4078499999999996 -1.8187499999999999
decision_type=2 2 2 2 2 2 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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internal_value=0 -0.278755 -0.48102 -0.856593 -1.86228 -0.628519 0.186077 -0.78133 -0.420034 0.319043 -1.22508 0.165008 -1.15332 -1.33229 1.39115 -1.62993 0.0174739 3.71779 -0.62089 0.882991 2.56935 -0.0874716 0.0610933 0.480567 -2.81305 -0.163319 -3.33242 -0.877895 0.0259091 1.22418
internal_count=225652 209913 195994 133381 24657 108724 17174 91550 55292 62613 14763 3752 17252 36258 8053 23877 40797 15739 10064 21816 13919 38040 32138 15242 9894 24044 1758 9121 19806 2327
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Tree=4
num_leaves=31
num_cat=0
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split_gain=211054 109135 53150.6 27610.8 13868.1 12214.3 19873 16447.1 12313.6 10014 7808.68 6642.33 6600.82 5590.49 5526.12 5376.15 5275.85 4987.03 5206.31 4964.24 4861.9 4913.57 4421.4 4365.17 4172.13 4150.03 3897.8 3832.84 3771.96 3764.93
threshold=-3.2936499999999995 -3.0362999999999993 1.0000000180025095e-35 1.5000000000000002 0.38939000000000007 -1.5781499999999997 -1.5960499999999997 1.0000000180025095e-35 0.10988500000000001 0.39085000000000009 -2.4169499999999995 -2.8059499999999997 2.4482500000000003 -0.53116499999999989 -1.2420499999999997 1.0000000180025095e-35 0.25693500000000008 8.499900000000002 2.5000000000000004 1.0000000180025095e-35 1.3 1.0000000180025095e-35 -0.59967499999999985 1.7000000000000004 -0.74999999999999989 -2.6968499999999995 -1.5782499999999999 -1.8187499999999999 -0.94999999999999984 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=22 20 3 5 10 6 -3 13 24 11 -5 -4 16 -7 26 -8 -10 18 -6 -15 -2 -22 -1 -11 -9 -25 -12 -28 -13 -17
right_child=1 2 9 4 17 7 15 8 12 23 14 28 -14 19 -16 29 -18 -19 -20 -21 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.19074843002058275 0.094590754322223983 -0.041700014362058391 0.047164831606860878 -0.11057639156035307 -0.18600686934219102 -0.03601886649278993 0.049566197431329034 -0.042112187105002669 -0.038159870960007065 0.017766759695290756 -0.065220222999932062 -0.086403488567282236 0.0098481944917309695 -0.070994239299377856 -0.062830553825596255 0.039910716734205681 -0.093297234026999701 -0.23340614420929176 -0.098371072691908104 -0.1582901753951394 0.17485206396133279 0.06313228477653203 0.12697467120332848 0.16685914149346037 0.0063302217820578963 0.050858851350684901 0.28373356646374809 0.030274027990243674 -0.0076155248052927399 0.23255401548531798
leaf_count=12246 7471 9121 5674 4791 2312 12381 6922 5262 9792 13526 1136 1606 3830 22119 6116 384 7790 1131 6348 1758 5236 1212 3493 820 28618 12912 158 2665 28075 747
internal_value=0 -0.264817 -0.456969 -0.813763 -1.76916 -0.597093 0.176773 -0.742263 -0.399032 0.303091 -1.16053 -0.0480592 -0.992647 -1.26568 -0.660748 1.3216 -1.25179 -2.69327 -2.43535 -1.54843 2.44088 3.07705 3.5319 0.75855 -0.0238702 1.15572 0.259763 0.889197 -0.237573 3.34295
internal_count=225652 209913 195994 133381 24657 108724 17174 91550 55292 62613 14866 35355 21412 36258 10075 8053 17582 9791 8660 23877 13919 6448 15739 27258 33880 13732 3959 2823 29681 1131
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=0
split_feature=92 76 113 122 11 76 76 95 106 127 51 128 9 114 7 59 16 90 114 129 7 128 102 129 121 128 44 28 129 35
split_gain=190476 98494 47968.4 24918.8 12524 11023.4 17978.3 10910.5 9061.73 7710.73 7561.16 7257.62 6319.61 5738.1 5750.81 5696.26 5620.17 5238.86 4740.8 4387.87 4595.77 4189.6 4156.73 4111.79 5313.03 3990.19 3954.95 4798.89 3718.67 3691.79
threshold=-3.2936499999999995 -3.0362999999999993 1.0000000180025095e-35 1.5000000000000002 -1.1055499999999998 -1.5781499999999997 -1.5782499999999999 -0.078126999999999988 1.3009500000000001 0.67500000000000016 -2.4169499999999995 -0.74999999999999989 -8.1948499999999971 1.0000000180025095e-35 -2.4220499999999996 -2.3395499999999996 0.092294000000000001 -3.0072499999999995 1.0000000180025095e-35 1.3 -2.4220499999999996 -0.94999999999999984 -2.1013499999999996 1.5000000000000002 1.5000000000000002 0.55000000000000016 -0.73889499999999997 0.87754500000000013 1.7000000000000004 17.636500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 19 3 5 -5 6 -3 9 15 13 -6 -9 -13 -7 -15 23 -14 -17 -8 -2 -21 -19 -1 29 -25 -11 27 -12 -23 -4
right_child=1 2 8 4 10 7 18 11 -10 25 26 12 16 14 -16 17 -18 21 -20 20 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.19632462219299029 0.089861226229742824 -0.038131656657762893 0.0081154867199524795 -0.022419219344498705 -0.14067218908070347 -0.0083030537439851611 0.048610000441016876 -0.10177194420589664 0.048783532806863247 -0.036631759357866216 -0.063494776425090813 0.1066133904589584 -0.027964346808061404 0.23601227649129353 -0.15306649760528721 -0.050588005245503637 -0.069435603740275728 -0.072594509501185941 0.15971682766010842 0.25463581285878734 0.12973366690573415 -0.010074627949181259 0.14464642306385875 0.15819277178683833 0.039678876281256187 -0.10737398674115331 -0.099434158303510253 0.078208823086454826 0.023745252119887796 -0.34639423497517907
leaf_count=7041 7471 9399 3526 6180 8144 41728 6653 6820 14670 5214 2969 672 16672 104 1094 5252 16019 1738 1122 848 5600 16021 8698 1290 3543 3227 6616 748 16498 75
internal_value=0 -0.251576 -0.43412 -0.773075 -1.68071 -0.567238 0.167934 -0.70515 0.287936 -0.399818 -2.09288 -1.09546 -0.903316 -0.228011 -2.3858 0.0774973 -0.965716 -0.0817606 1.29287 2.31883 2.9232 0.0608193 3.3553 0.823539 1.42624 -1.27353 -1.52496 -0.699574 0.141667 0.0146384
internal_count=225652 209913 195994 133381 24657 108724 17174 91550 62613 51367 18477 40183 33363 42926 1198 47943 32691 39509 7775 13919 6448 34257 15739 8434 4833 8441 10333 3717 32519 3601
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=0
split_feature=92 76 113 122 44 76 76 115 96 93 11 15 11 49 78 15 122 76 114 127 58 4 111 76 44 44 129 7 58 54
split_gain=171905 88890.8 43291.5 22489.2 11745.3 9948.65 16239.4 14648.1 10527.1 8428.15 6441.72 6111.48 5087.77 4842.61 4504.76 4465.31 4703.27 4455.36 4373.95 4220.65 4110.51 4045.89 5187.31 4030.2 3989.81 3912.35 3766.78 3732.19 3679.15 3625.36
threshold=-3.2936499999999995 -3.0362999999999993 1.0000000180025095e-35 1.5000000000000002 0.38939000000000007 -1.5781499999999997 -1.5960499999999997 1.0000000180025095e-35 0.54061500000000018 0.39085000000000009 -0.60026999999999997 0.45587000000000005 -1.0713499999999996 -0.93680499999999989 4.1749000000000009 8.499900000000002 2.5000000000000004 -1.0927499999999999 1.0000000180025095e-35 0.52500000000000013 -10.125999999999999 -1.1595999999999997 47.380500000000005 -1.5782499999999999 2.6676500000000005 7.6332500000000012 1.7000000000000004 -2.6968499999999995 -7.4067499999999988 2.4482500000000003
decision_type=2 2 2 2 2 2 2 2 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 20 3 5 10 6 -3 12 24 -4 17 25 -7 -12 -1 16 -6 23 28 -14 -2 -13 -23 -5 -9 29 -11 -28 -8 -10
right_child=1 2 9 4 15 7 18 8 11 26 13 21 19 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.16177996364449285 0.21448276546273837 -0.037708431422030793 -0.0024304358210054289 -0.06284000735028801 -0.17121002108735198 -0.020821289715489806 0.16124971348206096 -0.01250646686106759 -0.10050002336870112 0.015841113893110288 -0.028765471848847819 0.03614921803390652 -0.052905445081774582 -0.11366995717607553 -0.13838896261794228 -0.21579072563443746 -0.087915501486282355 -0.051382573757852823 0.15088278977982669 -0.092392840685093014 0.10306870161160959 -0.049487727138992438 0.18130195841723282 0.063804749447461589 0.023879554590309299 0.1096877852047997 0.15645286993248525 0.046447135633134795 0.033412559128029283 -0.0027056229179614889
leaf_count=15613 884 9121 35355 882 2312 7279 618 27690 6883 13526 2553 2291 18210 4908 126 1131 6348 4340 1131 10769 13035 6465 253 2183 10350 261 820 12912 6304 1099
internal_value=0 -0.238997 -0.412414 -0.734421 -1.59667 -0.538876 0.159538 -0.669893 -0.345977 0.273539 -1.03655 -0.993899 -1.16385 -1.69235 3.18754 -2.44711 -2.20306 -0.375799 1.19442 -1.35159 2.20289 -0.424577 -0.815924 0.547216 -0.0521297 -1.61613 0.691381 1.06032 0.896519 -1.7407
internal_count=225652 209913 195994 133381 24657 108724 17174 91550 55292 62613 14866 17252 36258 7461 15739 9791 8660 7405 8053 28979 13919 9009 6718 3065 38040 8243 27258 13732 6922 7982
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=0
split_feature=92 76 113 122 51 76 76 115 96 96 76 110 59 76 46 114 74 61 59 78 129 115 15 114 44 122 59 108 9 16
split_gain=155144 80224 39070.6 20296.5 10892.6 8978.65 14674.2 13219.9 9546.59 7845.27 6973.23 6948.93 5490.08 5016.51 4817.31 5289.13 4461.38 4203.91 4136.87 4128.87 3954.46 4443.97 3862.66 3860.43 3805.09 3717.6 3634.41 3562.59 3502.63 3500.44
threshold=-3.2936499999999995 -3.0362999999999993 1.0000000180025095e-35 1.5000000000000002 -2.4169499999999995 -1.5781499999999997 -1.5782499999999999 1.0000000180025095e-35 0.64876000000000011 -0.88114499999999996 -1.5781499999999997 0.12242000000000001 -2.3395499999999996 -1.5782499999999999 2.0081000000000002 1.0000000180025095e-35 -5.4187499999999993 -0.38869999999999999 -1.3601499999999997 2.7607500000000003 1.3 1.0000000180025095e-35 -1.2396499999999999 1.0000000180025095e-35 2.6676500000000005 3.5000000000000004 -6.2242999999999986 1.9565500000000002 -4.9188499999999991 0.28423000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 20 3 5 25 6 -3 14 24 17 13 22 -11 -6 18 -16 26 -4 27 -1 -2 -22 -10 -8 29 -5 -13 -7 -23 -9
right_child=1 2 9 4 10 7 23 8 11 12 -12 16 -14 -15 15 -17 -18 -19 -20 -21 21 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.15449910682965806 0.079878435017728788 -0.034457936495659848 0.13765231529325697 -0.13965619608067686 -0.063648143868697313 -0.033464880582917571 0.043925703366089815 0.0044399728951262712 -0.15785809035241938 0.037133847482388412 -0.068695269704227735 0.2715903036720097 -0.0090215286694334557 0.055475181693128754 -0.078686518930256411 -0.24928448639841003 -0.026731093790565871 0.032400484383967247 -0.056316460578386157 -0.060765092153992277 0.15329524697899546 0.24795905348399414 -0.063533050391169466 0.14418685196395864 0.022653401686495402 -0.075981516111435624 0.038581799276458613 0.047642345073156178 0.011087440657302564 -0.030707001517235252
leaf_count=15513 7471 9399 994 6286 1425 5034 6653 14695 1247 8019 11011 211 32778 2327 7916 482 5718 20822 20974 226 5236 184 8373 1122 10561 3608 809 1852 1028 13678
internal_value=0 -0.227048 -0.391794 -0.6977 -1.51684 -0.511932 0.151561 -0.636398 -0.328678 0.259862 -0.972718 -0.969729 0.00101412 0.204649 -1.10566 -1.76956 -0.190947 0.743921 -0.905535 3.02816 2.09275 2.66649 -1.5152 1.16789 -0.0593427 -2.32872 1.73565 -0.233019 0.940963 -0.250072
internal_count=225652 209913 195994 133381 24657 108724 17174 91550 55292 62613 14763 16358 40797 3752 36258 8398 6738 21816 27860 15739 13919 6448 9620 7775 38934 9894 1020 6886 1212 28373
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=0
split_feature=92 76 113 115 44 76 96 76 114 129 93 110 9 59 59 19 129 115 128 95 13 128 90 4 41 89 86 129 128 129
split_gain=140154 75107.6 35048.1 16554.9 28494.7 15748.7 9068.29 8822.37 8719.16 8078.55 7234.17 6301.67 5278.71 5197.71 4908.4 4846.29 4397.77 4305.48 4226.06 3854.09 3626.97 3783.33 3600.44 3581.24 3554.39 3536.97 3462.55 3407.71 3227.28 3127.85
threshold=-3.5404999999999993 -3.0362999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.72895499999999991 -1.5781499999999997 0.64876000000000011 -1.5782499999999999 1.0000000180025095e-35 1.5000000000000002 0.39085000000000009 0.12242000000000001 -2.6090499999999994 -3.1930499999999995 -0.67445499999999992 -2.0850499999999994 1.3 1.0000000180025095e-35 -0.74999999999999989 -1.4037499999999998 0.62941500000000017 0.45000000000000007 -3.4532499999999993 -1.6345499999999997 1.2068500000000004 0.31976500000000002 2.3090500000000005 1.7000000000000004 -0.94999999999999984 0.3000000000000001
decision_type=2 2 2 2 2 2 2 2 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 16 3 4 5 7 18 -3 -6 -9 13 23 -11 25 -7 20 -2 -18 -5 24 21 -10 -13 -8 -20 -4 -1 -12 -15 -16
right_child=1 2 10 6 8 14 11 9 15 12 27 22 -14 28 29 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.15307465947803844 0.074161259189392759 -0.029933283470626505 0.035880758338438339 -0.038160800395166193 -0.056279003898364488 -0.003397400018319625 0.003964607219077038 0.016436844652569504 -0.070268019999565959 0.23276067804165035 0.013802250822860169 0.045699867793937796 0.089276221980726239 -0.078638213935718349 0.19752176820204176 -0.06378647219807991 0.14896920038340974 0.045962478639222419 0.067607352432492301 -0.0057068265331602155 -0.15222030501532616 -0.1485784466824365 -0.029108990239695421 -0.076697630808595263 0.0083274429634118199 0.23970808912644942 0.035424671916786686 0.049109715887432064 -0.0064696212299931236 -0.063580473824028483
leaf_count=14297 7725 3224 4670 6776 25730 5862 1590 3588 4609 833 13574 2220 2781 1637 116 5655 5402 1249 3946 25976 5041 2318 5838 10226 7040 223 654 13763 28851 10238
internal_value=0 -0.209935 -0.371497 -0.660982 -0.996553 -0.182646 -0.291739 0.776208 -1.49673 1.39168 0.245187 -0.851858 2.44697 -0.0533437 -0.799137 -2.03861 1.99643 2.59251 -0.0372282 0.0958624 -2.39909 -1.92946 -0.169979 -1.31687 0.592397 0.903405 2.95857 0.631561 -0.206892 -1.2131
internal_count=225652 210701 196325 133607 69995 26642 63612 10426 43353 7202 62718 19874 3614 35381 16216 17623 14376 6651 43738 36962 11968 6927 8058 11816 10986 4893 14951 27337 30488 10354
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=0
split_feature=92 71 113 122 11 128 59 95 115 106 59 44 4 60 11 115 44 43 51 53 96 69 44 55 13 116 18 59 129 97
split_gain=126489 49055.6 30318.7 15625.6 11696.6 8732.24 8780.81 10266.4 7764.33 7109.8 6534.9 6055.4 5889.55 5686.52 5394.07 4655.62 4496.47 4479.68 4369.29 4257.55 4088.55 3948.15 3919.35 3624.45 3602.71 3702.17 3574.32 3566.14 3366.22 3476.31
threshold=-3.5404999999999993 4.1377000000000015 1.0000000180025095e-35 1.5000000000000002 -0.58727999999999991 -0.94999999999999984 -1.8465499999999999 0.81276000000000004 1.0000000180025095e-35 1.3009500000000001 0.51101500000000011 -0.72895499999999991 -1.3828499999999997 0.49904500000000002 -1.8917499999999998 1.0000000180025095e-35 -0.72895499999999991 -0.088091499999999975 -2.4169499999999995 0.06518450000000002 -1.3157499999999998 -1.5398499999999997 2.6676500000000005 -1.0252499999999998 -4.111699999999999 1.0000000180025095e-35 11.158000000000003 -3.3569999999999998 1.7000000000000004 3.1021500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 13 -2 16 8 10 14 19 15 -9 27 20 28 17 23 -6 -8 -4 -16 -10 -7 -12 -26 -21 -5 -3 -30
right_child=1 11 9 4 18 6 7 12 22 -11 24 -13 -14 -15 21 -17 -18 -19 -20 26 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.14053189214012515 -0.080180579748491562 0.094217491990114421 0.79272069735452533 0.048571335495526856 -0.12399227496568906 0.061746351201348471 0.032433371892698674 -0.0018175859638618051 -0.010441347020375802 0.042894777302427398 0.46001552623860981 -0.0071525936794648998 -0.069465684582506251 -0.10630467778085623 0.031661053118601283 0.038292919444520235 -0.012151365932694981 0.092909658530136108 -0.069359843938492954 -0.056831769473800392 0.074426035233228729 -0.0071066229701954239 0.026365828665482358 -0.010485200404298761 -0.13596390272938569 -0.048501593692415926 0.16578796319663525 -0.026065823558671528 0.14533975503365104 0.36397722152748496
leaf_count=14951 5991 6547 20 2140 6591 2738 4521 4008 28640 14664 34 1640 16312 1747 7931 2732 9904 2528 8229 2960 2095 38198 9676 4749 1310 15836 192 6347 2223 198
internal_value=0 -0.199438 -0.324885 -0.592982 -1.30535 -0.42984 -0.361837 -0.504171 -0.305285 0.248118 -0.740597 1.6565 -1.12245 -0.483118 0.0627734 1.90875 0.234747 0.707225 -1.87314 0.0266924 1.62437 -0.00882524 -0.0229275 0.318598 -1.08329 -1.10368 -0.865424 -0.144921 2.25691 3.26442
internal_count=225652 210701 197361 134453 25054 109399 103408 83489 63169 62908 24853 13340 20320 10234 48244 11700 19919 10015 14820 7673 2115 46129 38316 7487 17180 17146 3152 8487 8968 2421
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=0
split_feature=77 76 113 122 44 128 128 59 106 129 110 59 7 115 59 129 11 7 98 122 15 105 7 115 38 54 11 101 46 49
split_gain=114649 64169.4 28517.4 15022.7 9005.1 8267.83 8376.21 6632.93 8797.97 6477.96 5975.96 5571.46 5556.83 4851.22 4813.66 4605.42 4582.44 4555.57 4345.11 4305 4523.98 4218.55 4124.86 4092.41 3902.33 3884.71 3761.52 3752.66 3688.15 3431.76
threshold=-101.50499999999998 -3.0362999999999993 1.0000000180025095e-35 1.5000000000000002 1.0313000000000001 -0.74999999999999989 0.75000000000000011 -1.8465499999999999 -0.38614999999999994 1.7000000000000004 3.3242500000000006 -0.92494999999999983 -2.8112499999999998 1.0000000180025095e-35 0.88563500000000006 1.3 -1.8917499999999998 -2.4220499999999996 -1.5042499999999996 2.5000000000000004 8.499900000000002 -1.4660999999999997 -1.34385 1.0000000180025095e-35 -4.8858999999999986 -0.25314999999999993 -0.57152499999999995 4.2001500000000007 -0.74642499999999989 -0.37595499999999998
decision_type=2 2 2 2 2 2 2 2 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 15 3 5 11 -3 7 -7 22 -4 12 29 -11 14 25 -2 -14 -17 -18 -6 -21 -20 -9 -19 -23 28 -1 -24 -10 -5
right_child=1 2 9 4 19 6 -8 8 13 10 -12 -13 16 -15 -16 17 18 23 21 20 -22 24 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.13794943688145223 0.064551175318031465 -0.053396941765272876 -0.0049476995882288301 0.026654588998395009 -0.17143362328983203 0.023870004343314575 -0.046293412067375875 0.00061136498289653205 0.10398710320551879 0.13457510442534845 0.10658828799690828 -0.06685455192172024 0.13188083874565151 0.011699801451609959 -0.046746568646364922 0.22486952327909662 0.041483119524615288 0.12426000003710165 -0.043598231744798668 -0.071157621509892063 -0.20879249299272479 0.36779097604577421 -0.065008061454522759 0.018813997065189762 0.010794210838174821 -0.029781376421930988 -0.052491174731403592 0.0085755742858525802 -0.003352607609541338 -0.047818837343409498
leaf_count=14530 8058 17714 31987 3393 2077 13032 18299 4209 1546 1039 2202 10605 838 24552 9334 903 8945 4898 4418 5055 677 77 13177 1133 13046 3147 264 1995 1659 2843
internal_value=0 -0.188805 -0.341427 -0.602799 -1.30761 -0.442916 -0.321183 -0.168877 -0.310146 0.215621 0.544831 -0.89603 0.421627 -0.0435404 -0.477945 1.80517 0.335315 2.40265 0.262471 -2.19522 -1.74827 -0.0267668 -0.86366 2.08901 0.257778 0.193577 2.69102 -1.10665 0.9685 -0.145959
internal_count=225652 210858 195866 133314 24650 108664 90950 72651 59619 62552 30565 16841 28363 40238 15686 14992 27324 6934 26486 7809 5732 17541 19381 6031 13123 6352 14794 15172 3205 6236
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=77 76 113 115 44 76 76 129 96 114 96 9 129 11 59 14 129 7 32 25 127 82 16 115 90 47 26 102 6 129
split_gain=103470 57912.9 25737 12764.3 23393.1 14092.6 7710.01 7511.64 7111.1 6461.39 5918.39 5051.7 4741.51 4549.67 4376.37 4230.42 4156.4 4111.4 3863.06 3723.19 3695.41 4309.26 3855.96 3693.4 3594.82 3534.64 3422.93 3413.33 3328.77 3316.18
threshold=-101.50499999999998 -3.0362999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.72895499999999991 -1.5781499999999997 -1.5782499999999999 1.5000000000000002 0.64876000000000011 1.0000000180025095e-35 -0.88114499999999996 -2.6090499999999994 1.7000000000000004 -1.7661499999999999 -2.3395499999999996 3.0506000000000006 1.3 -2.4220499999999996 -0.81345499999999993 -0.70408999999999988 0.67500000000000016 -1.3995499999999998 2.3484000000000003 1.0000000180025095e-35 -3.0072499999999995 -1.1756499999999999 -12.690999999999997 -2.1013499999999996 -5.0652499999999989 1.3
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 16 3 4 5 6 -3 -8 20 -6 19 -9 -11 -14 29 -10 -2 -18 -7 -4 21 22 -5 26 25 -16 -19 -1 -27 -12
right_child=1 2 10 8 9 18 7 11 15 12 14 -13 13 -15 24 -17 17 23 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.1536309822155133 0.061323615194077113 -0.025543791376641641 0.10551911544710893 0.03414693973356784 -0.050073639659658123 -0.057783119143463374 0.016269631743209424 0.22621822859600582 -0.053192301991984527 -0.11624125623241227 -0.0166979290206037 0.085993052432886893 0.14870189109236981 -0.070165605653742372 0.33150113303153245 -0.0036449131438118718 0.21362604754899578 0.35651022197602145 -0.0085481670540211354 0.025519028585703336 -0.035193215351359518 -0.010022993292740244 -0.036533646746453312 0.017873295872009445 -0.0018168488489721246 0.33919652703183667 0.11072047671259254 0.10547300513728507 -0.05542336600074857 0.053756576011219082
leaf_count=6866 8058 3222 1567 13965 25685 8912 3598 834 13424 8504 2397 2794 244 8834 61 6344 903 146 7205 20234 6743 20767 2239 1133 27579 54 4752 7928 5152 5508
internal_value=0 -0.179364 -0.324356 -0.572659 -0.867683 -0.129031 0.775587 1.34921 -0.248124 -1.3212 0.20484 2.36456 -1.78828 -1.28566 -0.0201436 -0.745828 1.71491 2.28252 -0.715459 0.625385 -0.0230554 0.101115 0.487612 1.98456 -0.180911 -0.937927 2.36094 2.55647 -1.0266 0.647859
internal_count=225652 210858 195866 133314 69832 26565 10448 7226 63482 43267 62552 3628 17582 9078 40751 19768 14992 6934 16117 21801 43714 36971 16204 6031 32846 5267 4898 14794 5206 7905
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=0
split_feature=77 76 121 115 44 76 76 129 96 114 129 110 110 7 9 129 98 86 65 96 129 9 115 30 127 82 16 46 16 4
split_gain=93382 52266.4 23227.6 11519.7 21112.2 12718.5 6958.29 6779.26 6417.76 5831.4 5750.48 5283.52 4966.43 4947.85 4729.22 4279.21 4039.63 3824.8 3759.19 3838.55 3751.15 3848.7 4210.88 3608.22 3335.11 3889.1 3480.01 3234.53 3169.56 3107.93
threshold=-101.50499999999998 -3.0362999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.72895499999999991 -1.5781499999999997 -1.5782499999999999 1.5000000000000002 0.64876000000000011 1.0000000180025095e-35 1.7000000000000004 3.3242500000000006 0.12242000000000001 -2.8112499999999998 -0.56239499999999987 1.7000000000000004 -1.5042499999999996 1.2349500000000002 -1.4167499999999997 0.28805500000000006 1.3 -4.4873499999999993 1.0000000180025095e-35 0.052356500000000007 0.67500000000000016 -1.3995499999999998 2.3484000000000003 1.4578500000000003 3.4459000000000004 -1.6345499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 20 3 4 5 6 -3 -8 24 28 -4 13 29 -12 -9 -11 -15 -1 -18 -20 -2 -22 -23 -7 25 26 -5 -17 -6 -10
right_child=1 2 10 8 9 23 7 14 12 15 11 -13 -14 16 -16 27 18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.12892053066945439 0.058257432632956387 -0.024266604233294967 -0.0050893891909255138 0.032439589973938754 -0.043913288519194404 -0.044216985941490775 0.015456149815702104 0.17423232097310548 0.0091559214190272669 -0.11042919279435262 0.12654069008743093 0.099846895886868098 -0.0050626970870454062 0.042324595878707863 0.05968321332273923 -0.03569277335784822 0.05627230177347306 0.035117810582907701 0.010353805442709843 -0.042032110357856145 0.19543213206924348 0.11256183045671996 0.0030503025872762814 0.020712183431142898 -0.033433555177548695 -0.009521843143246618 -0.034706965990758877 -0.096171303992805157 -0.13193723347942296 -0.066236658778744004
leaf_count=13613 8058 3222 31987 13965 24618 13577 3598 1667 1579 8504 1039 2202 8010 9215 1961 5269 2684 1181 10067 5358 1074 4785 1075 2540 6743 20767 2239 3809 1067 10179
internal_value=0 -0.170396 -0.308138 -0.544026 -0.824299 -0.12258 0.736808 1.28175 -0.235717 -1.25514 0.194598 0.504772 -0.708537 0.388926 2.24633 -1.69886 0.30748 2.42865 0.0331974 -0.156857 1.62916 2.16839 1.84945 -0.679686 -0.0219026 0.096059 0.463231 -1.22137 -0.951399 -1.12224
internal_count=225652 210858 195866 133314 69832 26565 10448 7226 63482 43267 62552 30565 19768 28363 3628 17582 27324 14794 18109 15425 14992 6934 5860 16117 43714 36971 16204 9078 25685 11758
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=0
split_feature=73 76 113 122 16 11 127 10 93 104 1 51 59 71 9 129 9 107 27 51 39 76 111 100 128 51 127 95 66 89
split_gain=84340.8 47180.6 21049.4 11182.6 7596.72 7482.46 6919.34 5593.26 5210.29 4879.29 5903.08 4358.58 4309.81 3959.61 3440.11 4540.09 3350.19 3302.41 4016.37 3253.04 3154.16 3652.17 3586.99 3045.9 3033.9 3025.26 2983.14 2978.07 3142.18 2975.13
threshold=-72.567999999999984 -3.0362999999999993 1.0000000180025095e-35 1.5000000000000002 0.90250000000000019 -1.1055499999999998 0.52500000000000013 1.8846500000000004 0.39085000000000009 -1.7696499999999997 -1.2021499999999998 -2.4169499999999995 -3.1930499999999995 -0.63799999999999979 -3.8715999999999995 1.1000000000000003 -7.3265499999999983 0.14186500000000005 -0.40303499999999998 -1.7008499999999998 1.3829500000000003 -0.24119999999999997 23.012500000000006 -0.6028199999999998 -0.14999999999999999 -1.8691499999999996 0.52500000000000013 1.4090500000000004 -0.42222499999999996 0.31976500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 14 3 4 6 26 9 20 12 -3 -11 -7 29 -1 15 -2 -8 18 24 -13 22 -22 27 -24 -12 -17 -5 -6 -29 -4
right_child=1 2 8 5 7 11 16 -9 -10 10 17 19 -14 -15 -16 25 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.11865731653678142 0.050232510300965087 0.023270778976630126 0.032168478825934863 0.016567169359752901 -0.04624785940564758 -0.099664918387722345 0.050310835662612498 0.0071331720178309356 0.02564285292730667 0.018568197814912642 -0.059647168957236346 0.066587382915541393 -0.010335887142177012 -0.060238457768507114 0.066072246640171944 0.38382891575014783 -0.035498752061029371 -0.0050581059190694501 -0.078199253979887848 -0.057429146316220786 0.038543680547700708 -0.049425119169615644 0.31035897906048826 0.0040594838330378904 0.015371235061904015 0.15849126810532321 -0.05654080134245263 -0.06531720578280481 -0.14999623784443011 0.21849408448942836
leaf_count=14607 1108 16639 4480 4042 19608 8124 1196 5840 27315 11331 2338 559 30483 316 12265 166 23240 9384 5021 9779 2190 2558 118 260 3182 1450 2131 4217 1480 225
internal_value=0 -0.162692 -0.29363 -0.518234 -0.380254 -1.12651 -0.192965 -0.753742 0.185156 0.0279575 -0.204921 -1.44519 -0.0692241 2.29738 1.54722 2.56377 -0.625977 -0.532645 -0.916767 -1.01447 -0.92577 -0.176996 -1.0642 1.99354 -0.328057 3.63277 -0.173413 -1.10987 -1.74631 0.821577
internal_count=225652 210729 195740 133237 108602 24635 72331 36271 62503 47895 31256 18462 35188 14923 14989 2724 24436 19925 10541 10338 30431 4748 25683 378 5520 1616 6173 25305 5697 4705
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=0
split_feature=73 76 113 122 128 128 11 7 127 102 59 75 129 11 7 76 102 71 8 13 129 7 127 121 61 71 108 60 129 76
split_gain=76117.6 42580.5 18997 10092.3 7284.55 7397.92 6844.7 5954.02 5658.49 5477.93 6322.63 5321.51 5167.58 4989.7 4286.14 4125.27 3878.83 3573.55 3340.14 3230.91 3230.05 3580.37 3222.39 3218.24 3166.26 3148.48 3183.7 3460.63 3130.01 3114.63
threshold=-72.567999999999984 -3.0362999999999993 1.0000000180025095e-35 1.5000000000000002 -0.74999999999999989 0.75000000000000011 -0.58727999999999991 -1.8472499999999996 0.52500000000000013 1.8707500000000004 -0.95938499999999982 -1.0933499999999998 1.7000000000000004 -1.8917499999999998 -2.6968499999999995 -1.0927499999999999 0.65159500000000004 -0.63799999999999979 -0.45768999999999999 0.6772450000000001 1.3 -2.4220499999999996 0.52500000000000013 1.5000000000000002 -11.640499999999998 1.6622500000000002 3.1819000000000002 0.53217500000000018 0.3000000000000001 -1.5781499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 20 3 4 29 7 15 19 -7 10 18 -12 -4 23 22 -5 -16 -1 28 -6 -2 -22 -15 -14 -10 -8 -27 -28 -9 -3
right_child=1 2 12 6 5 8 25 9 24 -11 11 -13 13 14 16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.1127244631526657 0.05196345287562526 0.0029036971039489803 -0.0052613805299652275 0.022388171121950788 0.051883986585365964 -0.01477890350305943 -0.085715616083239965 0.28642932126379533 0.12121269780965079 0.015874744496440236 -0.063906283485071866 -0.018851453730684517 0.26429368556610178 0.15644989959986591 -0.0003492620216384723 -0.045279934243982238 0.037207839673049289 -0.057226535145051875 0.056934698498388961 -0.0040188088717375836 0.19136642632533613 0.084609407463325237 -0.015939266741089031 0.073314304649705314 -0.075371675991877454 -0.048679082694857739 -0.04196748177229024 0.25217196314815599 -0.0068461923747764487 -0.056148196490324154
leaf_count=14607 8057 2621 31956 3504 6373 9763 12168 92 210 14393 8608 27463 315 952 16248 6305 11917 316 3146 4348 903 6029 379 736 8316 2258 201 199 8187 15082
internal_value=0 -0.154557 -0.278948 -0.492322 -0.361241 -0.246946 -1.07018 -0.10377 -0.815378 -0.222954 -0.386729 -0.592067 0.175899 0.469992 0.393701 -0.422147 0.310833 2.18251 0.261564 0.584242 1.46986 1.97032 2.14725 2.61107 -1.41059 -1.49893 -0.512947 2.08734 -0.0717436 -0.948107
internal_count=225652 210729 195740 133237 108602 90899 24635 72610 18289 61889 47496 36071 62503 30547 29496 9809 28165 14923 11425 10721 14989 6932 1331 1051 8526 14826 2658 400 8279 17703
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=0
split_feature=73 76 113 76 115 76 11 96 54 16 96 129 9 32 10 120 128 16 63 14 128 61 15 59 114 122 128 9 56 86
split_gain=68696.1 38428.9 17144.8 9388.62 15316.2 15228.6 6935.62 5633.96 5578.05 4822.24 4807.17 4238.22 5699.3 4034.35 3753.86 3718.23 3714.8 3609.54 3447.09 3377.07 3316.53 3307.39 3346.45 3901.87 3272.54 4305.02 3239.95 4462.82 3158.58 3117.5
threshold=-72.567999999999984 -3.0362999999999993 1.0000000180025095e-35 -1.5781499999999997 1.0000000180025095e-35 -1.5960499999999997 -1.0713499999999996 0.10988500000000001 2.5357500000000006 -0.16046499999999997 -0.88114499999999996 1.5000000000000002 -0.56239499999999987 -0.45452499999999996 -0.20988499999999996 1.0000000180025095e-35 -0.94999999999999984 0.25693500000000008 38.398500000000006 -1.5228499999999998 0.25000000000000006 -0.38869999999999999 -0.31840499999999994 -2.8811499999999994 1.0000000180025095e-35 2.5000000000000004 0.45000000000000007 -3.8715999999999995 -1.7388499999999996 2.3090500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 26 3 5 6 15 13 -6 17 16 21 -7 -13 -5 -12 -3 -8 19 -10 -9 -18 22 23 -4 -11 28 27 -2 -26 -1
right_child=1 2 10 4 7 11 9 8 18 24 14 12 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.10863584455936788 0.15770685563943351 0.01129781470709261 0.82022634855023147 -0.044202331917426826 0.0020829661078797849 0.019467530220422705 -0.11504457812212521 -0.17268234687263256 0.014585242555949294 -0.05710438293813911 0.013100194315281605 0.14160592525613397 0.034759494695891853 0.015083466333721632 -0.01727455674327787 -0.05205546259795113 -0.015273916252441662 -0.067613097785740636 0.23786970056020298 -0.01645511038898197 -0.05585934538389016 0.023094891599337468 0.049098808839325873 0.19392675757230748 -0.2387393364710888 -0.069942363307960442 0.036202177929576827 0.070571823008255957 -0.11684712176793038 -0.0014892820772586218
leaf_count=14250 1783 3244 27 5470 33860 5644 1526 359 3439 13552 20745 2257 2792 6036 19957 8096 10826 7843 182 9489 9408 20829 630 315 663 5872 4849 8357 2679 673
internal_value=0 -0.146829 -0.265001 -0.467706 -0.585864 0.128659 -0.954126 -0.211863 -0.614653 -1.13297 0.167104 0.984808 1.65044 -0.262025 -0.035863 -0.678644 -0.796359 -0.846108 0.516161 -0.443005 -0.68289 0.546038 2.34908 4.86743 -1.45471 -1.91452 1.39636 1.71787 -2.82057 2.07339
internal_count=225652 210729 195740 133237 111204 22033 56032 55172 21312 44526 62503 10693 5049 11506 40702 11340 21760 17691 3621 9848 20234 21801 972 342 22766 9214 14989 10140 3342 14923
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=0
split_feature=73 76 113 76 115 76 11 96 105 114 51 46 9 102 32 59 7 119 1 71 127 74 98 29 58 110 119 110 112 46
split_gain=61998.2 34682 15473.2 8473.23 13822.8 13743.8 6259.4 5215.43 4439.69 4263.03 4398.39 4182.11 4031.82 3705.03 3641 3394.85 3389.96 3355.7 3539.57 3205.42 3154.63 3098.88 3071.91 3450.45 2964.63 2961.95 3188.12 2924.8 4654.79 2853.27
threshold=-72.567999999999984 -3.0362999999999993 1.0000000180025095e-35 -1.5781499999999997 1.0000000180025095e-35 -1.5960499999999997 -1.0713499999999996 -1.4324499999999998 -0.43840499999999999 1.0000000180025095e-35 -2.4169499999999995 2.1435500000000007 -5.6557499999999994 3.4438500000000007 -0.45452499999999996 -3.1930499999999995 -2.8819999999999992 1.0000000180025095e-35 -2.1971499999999993 -0.63799999999999979 0.52500000000000013 0.80078500000000008 -1.4766499999999996 -1.4402999999999997 -10.125999999999999 -0.71972499999999984 1.0000000180025095e-35 -3.3867999999999996 -1.6184499999999999 -2.4329499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 24 3 5 6 17 14 21 15 20 25 13 -7 -9 -5 -4 -17 18 -3 -1 -8 -6 -10 -24 -2 -11 -27 28 -13 -12
right_child=1 2 8 4 7 12 9 11 22 10 29 27 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.10189429678400569 0.15224470717636485 0.05172659119879696 0.032004339363810794 -0.041992215801207468 0.075696177338293466 0.14817770795285665 -0.027997063039596305 -0.030952339261991608 0.037460750759527595 -0.14006197758201192 0.075157045742288944 0.59549109417459245 0.0374821696594793 0.034516745395252207 0.014329293173852928 0.11272750342865503 -0.01997725918079642 0.01073292436037783 -0.060255289406847323 -0.059065155148553317 -0.063623639268289109 0.0076675791890992873 0.070791788175804907 0.0020399791406684339 0.060572102364204183 -0.099045408048411776 -0.010323072129418931 0.018167541423416044 -0.13119925305797514 -0.055382395837270719
leaf_count=14607 941 781 4303 5470 2008 898 16819 31353 13898 2888 439 23 9795 2321 6036 493 20175 3244 7315 316 9854 10065 1993 21641 14048 4182 1336 8876 526 9008
internal_value=0 -0.139488 -0.251751 -0.444321 -0.556571 0.122226 -0.90642 -0.20127 0.158748 -1.07632 -1.45453 -0.363997 0.935568 -0.528797 -0.248924 -0.167996 -0.336236 -0.644711 -0.989054 1.96972 -0.823177 0.379644 0.37614 0.156753 1.32655 -1.98072 -1.55128 0.224808 -2.0151 -0.986325
internal_count=225652 210729 195740 133237 111204 22033 56032 55172 62503 44526 17853 43099 10693 33674 11506 24971 20668 11340 8096 14923 26673 12073 37532 23634 14989 8406 5518 9425 549 9447
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=0
split_feature=69 44 122 75 96 59 16 39 109 129 2 11 110 9 114 13 114 11 122 51 119 114 5 110 24 15 12 50 129 29
split_gain=56131.5 30731.3 11302.4 9353.1 9336.96 8167.26 7379.12 5846.27 5853.2 4690.41 4487.54 4060.85 3932.58 3871.8 3669.35 3587.5 3577.69 3480.14 3312.31 4399.84 3303.86 3300.87 3166.55 3134.09 3550.25 3281.33 3091.7 3079.03 4523.83 3051.01
threshold=-1.7879499999999997 -0.72895499999999991 1.5000000000000002 -6.8755999999999995 -1.4324499999999998 -1.9537499999999997 -0.31523499999999999 1.3829500000000003 -1.0726999999999998 1.9000000000000001 -1.8496499999999998 -1.7661499999999999 1.0216500000000004 1.7706500000000001 1.0000000180025095e-35 3.5951500000000007 1.0000000180025095e-35 -1.3974499999999999 3.5000000000000004 -2.4169499999999995 1.0000000180025095e-35 1.0000000180025095e-35 6.3481500000000013 2.9898500000000006 -0.8018099999999998 28.909500000000005 2.0226500000000005 -1.91035 1.5000000000000002 1.2857500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 13 9 -7 8 15 20 23 -4 14 -2 -11 26 -3 22 19 -13 29 -10 -12 25 -25 -5 -8 -18 -29 -6
right_child=2 16 11 10 5 6 7 -9 21 12 17 18 -14 -15 -16 -17 27 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.096868080035998241 0.038287187801733333 -0.0046621764816980856 0.025971006422609657 0.075585835370869728 -0.0050906868913980644 -0.0042906275943390528 -0.05710023744887166 0.0029054516029643064 -0.025613984233132506 0.0062062334601750146 0.05741846957510504 -0.10683416972893295 0.11915847963936746 0.00062117091328361051 0.26595843985883727 -0.12724078907957956 -0.12884148795117528 0.016816529069549082 -0.026828579740578319 -0.046661958066260584 0.040427850532636964 -0.13009596784462982 0.49783758477466861 0.21342543009228174 0.012362315105337675 -0.23026724077761174 0.29965145965335799 -0.16041329761287049 0.072918394192457811 -0.1031186534255278
leaf_count=15841 11775 14928 1692 3421 12197 37534 13735 9776 34245 2435 8928 4930 1672 16222 144 1996 1160 10284 6912 7916 4009 773 41 867 294 90 61 315 610 849
internal_value=0 0.860141 -0.289199 1.34135 -0.190518 -0.312368 -0.434228 -0.650077 -0.786334 0.248831 0.94672 -0.967426 1.18863 0.329255 0.414193 -1.29175 -0.264625 0.733376 -1.09475 -1.39509 0.0145839 -0.558407 1.18864 1.8259 3.2502 1.35491 -1.11046 -1.49167 -0.13081 -0.229402
internal_count=225652 56779 168873 39766 147423 119426 98120 60586 50810 21306 23925 21450 4251 27997 2579 15792 17013 19253 19758 12846 17055 35018 8969 4672 1161 3511 13796 2085 925 13046
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=0
split_feature=65 44 114 79 128 96 51 44 122 16 122 50 76 129 85 42 115 87 127 113 70 28 59 111 29 91 0 61 60 11
split_gain=50848.4 28218.9 11420.5 9919.81 9014.95 8175.83 8145.11 6955.4 6443.92 6025.19 5651.99 5535.2 5473.41 5831.26 4889.57 4140.56 3941.21 3831.17 3652.51 3559.69 3452.93 3365.13 3310.21 3051.44 3022.65 5622.86 3090.09 2945.12 2929.6 2889.88
threshold=-1.6324499999999997 -0.72895499999999991 1.0000000180025095e-35 -2.6663999999999999 -0.94999999999999984 -1.48715 -2.4169499999999995 -0.73889499999999997 1.5000000000000002 -0.51095499999999994 3.5000000000000004 -1.5141499999999997 -1.5781499999999997 1.5000000000000002 5.5511500000000007 1.2580500000000001 1.0000000180025095e-35 3.2085500000000002 0.52500000000000013 1.0000000180025095e-35 -3.3047999999999997 0.78161500000000006 0.57811500000000005 47.380500000000005 -0.15813999999999998 -2.4381999999999997 -2.8441999999999994 -0.15307499999999999 0.51949500000000015 -1.8616499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 20 -2 15 10 8 11 24 -4 -8 13 17 19 -6 -15 -5 -3 23 -1 -10 -13 -11 26 -26 -7 -17 -14 -21
right_child=2 18 6 12 5 9 7 -9 21 14 -12 22 28 16 -16 27 -18 -19 -20 29 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.41240045158636002 -0.062064226049077853 0.003046585558830096 -0.10985700337602185 0.023227688221808627 0.050242659160340125 0.42724279528078829 0.30334804150759154 -0.053918200266009901 -0.029275211946301116 -0.036241594381293034 -0.026148410303866238 0.10088984502086769 0.021586820918607905 0.10085993922057704 0.020446041975833888 0.2831983727638267 0.016184678804526845 0.10252953697756802 -0.042904216683302111 0.078576872276949539 0.090941169542685274 0.082089898259710928 -0.11371785978172727 0.11249673950603639 -0.081847568545093535 -0.00031090268441381842 0.016936091984251531 0.0039541015397018047 -0.056785267346968232 -0.013519151517499656
leaf_count=84 7656 13153 6354 11833 7808 46 291 8279 4227 37794 2954 925 4557 7412 6390 95 1687 1748 6443 886 15136 808 223 348 2393 18163 18748 15528 1615 22068
internal_value=0 0.757172 -0.297607 1.2011 -0.186704 -0.124725 -0.933329 -0.471183 0.305285 -0.242048 -1.66582 2.17148 0.85652 1.08373 -0.423388 0.410224 1.70321 0.668691 -0.241233 -0.510438 1.85431 -0.228074 1.18404 -0.697691 0.0689519 -0.196058 0.358807 0.113042 0.0215908 -0.199287
internal_count=225652 63668 161984 44072 137923 130267 24061 14753 6474 106836 9308 1439 28852 22680 67486 23431 9099 13581 19596 61096 15220 5035 1148 38142 39350 20556 18794 15623 6172 22954
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=0
split_feature=65 44 114 79 96 51 44 16 122 51 122 66 76 129 54 9 115 87 0 127 51 16 98 129 28 57 2 129 80 108
split_gain=45890.7 25467.5 10307 8952.62 7462.34 7350.96 6277.25 5976.66 5815.64 5152.85 5100.92 5061.7 4939.75 5262.72 4915.13 3584.41 3556.94 3457.63 3303.26 3296.39 3283.67 3228.43 3217.49 3141.14 3037.03 2963.66 2927.52 2906.66 2987.4 2893.64
threshold=-1.6324499999999997 -0.72895499999999991 1.0000000180025095e-35 -2.6663999999999999 -1.4324499999999998 -2.4169499999999995 -0.73889499999999997 -0.36217499999999997 1.5000000000000002 -1.7247499999999998 3.5000000000000004 -1.5345499999999996 -1.5781499999999997 1.5000000000000002 -2.1675999999999997 1.7706500000000001 1.0000000180025095e-35 3.2085500000000002 0.28333500000000006 0.52500000000000013 0.93407000000000007 2.2174500000000008 0.34803000000000001 1.9000000000000001 0.78161500000000006 18.880000000000006 -1.9786499999999998 1.5000000000000002 -2.3657499999999998 19.220500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 23 15 10 8 18 9 -7 26 14 13 17 -9 -2 -15 -5 -6 -3 27 29 -13 -1 -10 -25 -4 -11 -29 -16
right_child=2 19 5 12 7 6 -8 11 24 20 -12 22 -14 16 21 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.082189203494747412 0.036655739755955735 0.0028942562664314247 0.021293415858936324 0.022066303804582275 0.010054996718488893 0.42571164225799996 -0.051222290480427562 0.061068797053039581 -0.027811450263431778 0.005344084850300781 -0.024840989542263783 -0.04944881693524588 0.0010255650700113081 0.095816943132437243 -0.0061429515278198414 -0.00060594212621907625 0.015375444395208172 0.097403059680722409 -0.018516011457541396 -0.040759006387256491 -0.061009467498953612 -0.038849062296576899 -0.017071890315703799 0.16042976912429155 0.077985403815856072 0.68251323082617354 -0.11353066323342889 0.64022679675151328 0.15861935623811166 0.21206641026766473
leaf_count=14261 11085 13153 432 11833 28181 114 8279 2249 4227 352 2954 21279 6172 7412 21686 15449 1687 1748 15782 6443 331 10058 12001 931 808 28 5922 34 608 153
internal_value=0 0.719314 -0.282727 1.14104 -0.177369 -0.886663 -0.447624 -0.290896 0.29002 2.06291 -1.58253 -0.477938 0.813694 1.02955 -0.207445 0.299214 1.61805 0.635257 -0.00403058 -0.229171 1.50785 -0.308188 -0.755469 1.76159 -0.21667 3.51346 -2.08728 2.41629 3.6825 -0.0922843
internal_count=225652 63668 161984 44072 137923 24061 14753 111389 6474 1439 9308 67426 28852 22680 34146 26534 9099 13581 43963 19596 1325 31897 33280 15220 5035 959 6354 994 642 21839
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=0
split_feature=69 44 128 113 75 129 128 54 102 4 129 127 107 26 59 58 90 110 43 18 122 57 16 110 78 52 22 71 128 128
split_gain=41551.2 22898.6 10733.3 8413.84 7189.13 5520.81 5229.15 4969.85 4943.86 5456.37 4248.99 4241.73 4090.21 5016.47 3968.81 3959.77 3643.22 3623.62 3447.85 3541.63 3346.42 3337.56 3279.85 3269.42 3192.97 3058.63 3019.83 3016.16 3001.36 3192.97
threshold=-1.7879499999999997 -0.57523999999999986 -0.84999999999999998 1.0000000180025095e-35 -6.2727499999999994 0.50000000000000011 0.75000000000000011 -1.2378499999999997 3.7082500000000005 -1.2980499999999997 1.7000000000000004 0.52500000000000013 0.55576500000000018 -1.4032499999999997 -1.8465499999999999 -6.8127499999999985 -2.9251999999999998 1.8616000000000001 -4.1497499999999992 8.6997000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.3753500000000003 0.57127500000000009 -7.7383999999999995 5.3343000000000016 0.84965500000000016 2.3735000000000004 0.65000000000000002 -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 4 24 5 -1 -4 8 15 9 23 -5 -8 13 -11 17 18 22 -12 -6 -20 -3 -14 -16 -7 -2 -18 -13 -17 29 -9
right_child=2 20 3 10 7 6 11 28 -10 12 14 26 21 -15 16 27 25 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.083175075159658524 0.26206727206078639 -0.0045811475759685158 0.066709714123793604 -0.0056111127366192089 0.04332905893365302 -0.0077117210688668102 -0.019091020338572615 -0.00720988237702607 0.050977827679583136 -0.0051759327774032497 0.041469776603000691 -0.045614731317589197 0.054792933743034344 -0.045439720831717878 -0.012224962258932931 0.02019053643839866 0.016004565731343633 0.15216888683824251 0.22034422086038563 -0.40852375782054406 -0.07380931417522936 -0.011629141445996636 -0.16627999420867545 0.035163580419930882 -0.048715668556907482 0.089983874932780525 -0.10718414978170612 0.074218631632881921 -0.029793202767027755 0.052396130198318638
leaf_count=16033 83 14319 1977 23709 548 11408 10094 3548 2990 11340 2714 5886 2076 24340 1312 4331 17034 1016 842 23 1988 21249 469 7286 19358 1522 3010 6401 2620 6126
internal_value=0 0.740046 -0.24882 -0.157887 1.14315 -0.320559 -0.353379 0.801781 -0.242265 -0.290822 0.188242 -0.825505 -0.439981 -0.652858 0.484236 1.25549 0.310324 1.43245 2.82913 4.07246 -0.260416 -0.114347 -1.05586 0.179979 -0.947777 0.44145 -1.32894 1.0483 0.353571 0.610705
internal_count=225652 56779 168873 149432 40472 101656 99679 24439 80689 77699 47776 18990 59005 35680 24067 12145 20337 3730 1413 865 16307 23325 1781 18694 19441 18556 8896 10732 12294 9674
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=0
split_feature=65 44 128 113 75 128 115 44 28 44 7 97 51 123 122 66 7 16 96 128 26 11 110 16 14 15 49 83 83 6
split_gain=37632.4 20813 9223.42 8374.31 7709.55 5691.91 5496.57 8980.5 5318.68 5082.1 4344.93 3905.69 3853.88 3949.59 3795.19 4169.2 3424.43 3342.71 4236.73 3250.84 3217.21 3324.46 3200.11 3167.68 3142.67 3674.11 3167.76 3137.81 3124.54 3103.07
threshold=-1.6324499999999997 -0.72895499999999991 -0.94999999999999984 1.0000000180025095e-35 -6.2727499999999994 0.55000000000000016 1.0000000180025095e-35 0.38939000000000007 1.0231500000000002 2.6676500000000005 -1.3814499999999998 1.4501500000000001 -2.4169499999999995 0.8500000000000002 1.5000000000000002 -0.84823999999999988 -2.3844499999999997 0.036908000000000003 -1.46885 -0.34999999999999992 -0.62370999999999988 -2.1038499999999996 4.5732500000000007 0.21428500000000003 434.22500000000008 39.967500000000008 0.54315500000000017 -1.5791499999999996 -0.43125499999999994 4.113500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 28 10 7 8 12 17 -6 -5 -4 14 15 16 -14 -8 -19 -12 29 -22 -13 -9 25 -21 -27 -17 -1 -10
right_child=2 -3 3 11 5 -7 9 23 20 -11 19 22 13 -15 -16 27 -18 18 -20 24 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.081515579241565106 -0.061659412631483959 -0.010302868789215366 -0.048953947074956074 -0.0015821573042077983 0.084697823758101601 -0.0015537498845476373 0.0013324120013879623 -0.036457428732334422 0.063367076087244553 0.023430978021422699 0.0041921205853079268 0.025861913722659575 0.19384909423284938 -0.059862261930576526 -0.025811718365428588 0.046339347096810861 0.04400547639338253 0.023994864573817432 -0.037689322972482696 0.052931590257706752 0.41096208335033491 -0.0033627562198739699 0.17379567774082039 -0.074488389734513938 -0.17505373908458532 0.44353241985065672 -0.072036495150589366 -0.063043796064032168 -0.10290322886388191 0.36426696054051433
leaf_count=16100 9116 19596 8817 35518 6091 7520 17804 12246 2298 11318 5512 13179 421 2971 5883 1079 4042 3298 17851 8318 49 4055 376 9903 148 109 41 1671 233 89
internal_value=0 0.651384 -0.256027 -0.197756 1.03263 0.711695 -0.358691 -0.58171 -0.237549 -0.12124 0.987952 0.142639 -0.447833 -0.156304 0.0798476 0.566019 1.16281 -0.292627 -0.561404 0.683572 0.568598 0.0316821 0.599308 -1.06923 1.06724 1.14709 6.0522 -0.402517 1.57769 1.49172
internal_count=225652 63668 161984 152868 44072 27739 103795 53524 31375 50271 20219 49073 24884 16067 13096 7213 4463 38953 21149 14128 6491 4104 13555 22149 8616 8468 150 2750 16333 2387
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=0
split_feature=65 11 128 128 80 10 106 10 54 57 114 116 15 2 100 71 129 27 102 54 38 110 129 128 7 102 6 94 0 78
split_gain=33963.3 14948.3 8664.79 7505.05 7339.4 6277.47 5719.27 5961.22 5636.24 5153.14 4898.58 4177.02 3769.3 3667.45 3979.03 3663.89 3285.75 3190.33 3109.01 3068.63 3053.62 3589.7 3271.41 2997.23 2987.46 2984.24 2846.42 2838.77 2807.72 2774.63
threshold=-1.6324499999999997 -0.55185499999999987 -0.74999999999999989 0.45000000000000007 -2.8105999999999995 -3.7140999999999997 -0.56458499999999989 -0.69222499999999987 -0.8989649999999999 -0.64175999999999989 1.0000000180025095e-35 1.0000000180025095e-35 5.7315000000000014 -0.57927999999999991 5.5678500000000009 -0.36019999999999991 1.9000000000000001 1.1022500000000004 -1.49305 -0.042983999999999987 1.7676000000000003 -1.0634499999999998 1.3 0.55000000000000016 3.9072500000000008 -2.2762499999999997 -3.8318499999999998 -5.7116499999999997 -1.9573499999999997 -7.7383999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 29 5 16 20 7 15 23 -8 11 -5 -3 -11 27 26 -1 -13 -10 -12 21 -4 -22 -6 -24 -21 -7 -15 -9 -2
right_child=2 12 3 10 8 6 9 28 18 13 19 17 -14 14 -16 -17 -18 -19 -20 25 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.070312005207759376 0.19720474407225849 0.0092835165005995535 -0.044662989782231495 -0.0064206405884200375 0.069676870286623324 0.19431773287290377 0.063657678190734548 0.043002829002216462 0.056466977793187045 0.021461048795572223 -0.026097832543872601 -0.024544538261430531 -0.040191351638499802 0.16788240549223568 0.067077058522423877 0.029540980387808655 0.16294428176495301 -0.08277375331809006 -0.0054312071757071315 0.060893073085012045 -0.01623894666638279 0.057511401412798119 0.1318048691418674 0.016138599840198904 0.40617973528747858 -0.10056353400084971 -0.033624553726834226 -0.014157980331825566 -0.048622906209231341 -0.038904393523876354
leaf_count=14298 125 18207 1141 34658 9646 141 3933 894 2584 17996 3930 8247 4882 216 1670 6810 1026 3291 9439 310 347 3486 934 3586 111 3727 4778 25115 12910 27214
internal_value=0 0.618815 -0.243226 -0.139009 0.984314 0.0546708 -0.0247318 -0.408383 0.653036 0.175468 -0.426801 -0.301911 -0.0235516 0.0795238 -0.153547 0.115807 1.53028 -0.823067 0.157441 -1.15097 1.03699 0.646312 2.33559 1.10335 3.21898 -1.76331 -0.541815 -0.252114 -0.853777 -0.756497
internal_count=225652 63668 161984 134645 40579 80482 74463 25533 25255 48930 54163 46196 23089 44997 27001 11729 15324 11538 12023 7967 6019 4627 1392 13232 1045 4037 4919 25331 13804 27339
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=0
split_feature=69 44 128 59 96 70 16 127 128 129 46 115 128 11 97 129 68 13 59 103 76 76 114 129 12 75 114 86 101 31
split_gain=30796.4 17669.7 8120.05 7081.8 8274.62 5601.27 5140.15 4833.62 6533.02 4809.7 5172.9 4317.05 4134.82 4080.9 4043.42 4317.89 3835.79 3629.27 3472.73 3458.79 3377.87 3434.76 3309.66 3248.89 3857.66 3130.83 3097.74 3048.18 2965.86 2944.59
threshold=-1.8453499999999996 -0.57523999999999986 -0.84999999999999998 -1.8465499999999999 0.10988500000000001 1.5198500000000001 0.06254750000000002 0.52500000000000013 0.55000000000000016 1.9000000000000001 -3.2333999999999992 1.0000000180025095e-35 0.65000000000000002 -0.37466499999999997 1.3628500000000001 0.70000000000000007 -0.62397499999999984 -4.111699999999999 0.45835500000000001 3.9351500000000006 -1.5781499999999997 -1.5960499999999997 1.0000000180025095e-35 1.1000000000000003 -4.8977499999999994 1.7218500000000001 1.0000000180025095e-35 1.8083500000000001 1.5849000000000002 -0.41853499999999993
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 11 -6 14 -9 10 27 12 23 16 15 -5 -8 -18 -17 22 21 -11 -16 25 -25 -1 -3 -4 -15 -29
right_child=2 26 3 4 6 -7 13 8 -10 20 -12 -13 -14 28 19 18 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.071560789966353983 -0.040734046122014395 -0.0043292888090690988 0.12384430034692551 0.099898308148960877 -0.010579300345046606 0.014505335807877696 0.022692624341672296 0.00046695356125032333 -0.052498923920822539 0.049399219133692114 0.0024007503067938088 0.028919683167686096 0.028195226888210873 -0.072359769776494665 0.039434784027415959 0.024914045011007732 0.32138545077238512 -0.048948559273714304 -0.012240897565545602 -0.25732745369098015 0.037146098218720565 0.21494111773629371 -0.032783755039813504 0.17273012769301266 0.087650177752985059 -0.015216691948768526 -0.072691527649294582 0.1548445394457949 -0.020968946830338519 0.83859412828460345
leaf_count=7299 19653 13707 344 1015 21134 8579 3573 14872 9567 641 20662 8148 4470 11629 13050 7922 67 5254 30508 105 4336 613 1806 1589 8248 1212 1885 31 3701 32
internal_value=0 0.649666 -0.210073 -0.13131 -0.231688 1.00513 -0.571993 -0.0359173 -0.405346 0.336345 0.117558 1.20323 1.42635 -0.886427 0.130029 -0.0378651 -0.347565 -0.885709 -0.0916348 0.572685 1.16096 2.60644 0.613108 1.63646 2.02787 1.18407 -0.251879 3.64804 -1.19906 10.0429
internal_count=225652 55137 170515 150862 124203 39545 45358 78845 24439 26659 21069 30966 22818 24224 54406 39445 8894 5321 38430 14961 5590 1254 14856 18348 9837 8511 15592 407 15330 63
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=0
split_feature=65 44 114 59 75 128 97 91 57 128 110 111 44 7 87 28 7 127 29 0 129 51 40 91 128 14 10 35 11 61
split_gain=27826.4 15933.9 8031.45 6475.31 5933.53 5922.42 5949.88 4666.74 4494.1 4409.78 3861.2 4555 3745.65 3667.71 3516.86 3350.11 3442.26 3264.08 3206.91 3754.31 3181.75 3112.49 3107.87 3054.53 3017.03 3238.72 3126.07 2943.39 2920.72 2944.67
threshold=-1.6324499999999997 -0.73889499999999997 1.0000000180025095e-35 -1.6139499999999998 -6.2727499999999994 -0.94999999999999984 1.6952500000000004 0.13914000000000001 1.0000000180025095e-35 0.55000000000000016 -1.8407499999999997 47.380500000000005 1.0000000180025095e-35 -1.3814499999999998 1.0842500000000002 0.82935500000000006 -2.3844499999999997 0.67500000000000016 0.15806000000000001 13.533500000000002 1.7000000000000004 -2.4169499999999995 1.2174500000000001 -3.0811999999999995 -0.34999999999999992 434.22500000000008 0.084788500000000003 -1.3589499999999999 -0.080552499999999985 1.4172500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 12 -1 -2 7 10 -9 13 -7 14 15 -6 18 20 22 -3 19 27 -4 -5 -17 -20 -15 26 -26 -12 -29 -30
right_child=2 17 3 21 9 6 -8 8 -10 -11 11 -13 -14 24 -16 16 -18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.068931281091026086 -0.049096044681010413 0.00014937784974369386 -0.032845404070742913 -0.075902272362170814 0.075704389738954603 -0.04154489533074078 0.014364471872935143 0.047368010950506134 -0.0038931289286452801 -0.0020332914147771219 -0.031116870971169337 0.117621547401424 -0.050048088890138391 -8.2197690549124175e-05 0.011200045663710785 0.54318532422184951 0.086983845782849734 -0.053852325717351837 -0.12629499419955678 0.29151481558541653 0.072862337428829818 -0.034317952902018806 -0.15545275673270226 -0.036396533074303385 0.079653520542348921 -0.20715072553574557 0.018476250916168013 0.048145002529591335 -0.012591838031007935 -0.37198542279416119
leaf_count=16212 7656 16663 1717 7848 6005 15313 33366 4770 41260 7457 8316 670 1819 5448 9915 78 816 3363 1056 103 1216 10547 20 8980 4504 123 3893 3171 3289 58
internal_value=0 0.560125 -0.220158 -0.753274 0.899004 -0.127154 -0.0769181 -0.202326 0.0283793 0.615532 -0.411077 -0.230281 0.181454 0.860527 -0.279881 0.740542 2.41221 -0.178384 -0.479936 -0.1862 0.219605 -1.04119 8.01212 -0.917115 0.579553 0.951192 1.02581 -0.227976 0.275171 -0.376395
internal_count=225652 63668 161984 24061 43642 137923 130267 96901 46030 27430 50871 35558 5666 19973 34888 3847 914 20026 24973 14937 2933 18395 98 10036 13968 8520 8397 14834 6518 3347
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=73 76 44 114 116 52 95 54 129 115 10 44 122 71 15 129 59 53 47 111 112 58 42 16 111 129 42 5 6 11
split_gain=25040.7 17420.5 11202.6 10788 7376.72 6316.99 5904.6 5453.7 5324.97 6234.73 4633.9 4434.17 4995.65 4399.15 3855.09 3697.26 4486.56 3514.29 3351.13 3464.95 3205.67 3781.84 3183.77 3146.01 3313.4 3108.22 2919.28 2885.87 2852.56 2817.46
threshold=-72.567999999999984 -1.5781499999999997 -0.73996499999999987 1.0000000180025095e-35 1.0000000180025095e-35 4.7362000000000011 1.2395500000000002 -1.2162499999999998 1.5000000000000002 1.0000000180025095e-35 -2.5806999999999998 1.0313000000000001 2.5000000000000004 -0.11810499999999999 8.499900000000002 1.7000000000000004 -3.9018499999999996 -1.1349499999999997 -0.95059999999999989 -2.5727999999999995 -0.53812499999999985 1.8790500000000001 -14.312499999999998 2.2903500000000006 -1.5219499999999997 1.3 -4.1833499999999999 2.0188500000000005 -6.2957499999999991 0.60452000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 18 8 -2 10 -10 13 27 -5 -14 -15 -17 -18 20 -20 -3 -22 -7 -21 -25 -24 -9 29 -8 -13
right_child=1 3 -4 11 -6 22 28 26 9 -11 -12 12 14 15 -16 16 17 -19 19 23 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.062590456893527158 0.030551902147366628 -0.00067911447914728747 -0.021563476888182033 -0.055086573467936342 -0.027607291397222206 0.20486209222527507 0.21683519505152182 0.064052980262952017 0.18890031457067338 -0.0052961677302214016 0.084784079076086538 -0.097043530999709901 -0.0296744925556949 -0.034801970478179588 -0.15995917245051505 0.19633216362893005 0.095485086388916326 -0.017720225436829492 -0.16785018526339521 0.016526347157182996 -0.045589845038662036 0.1279990371020471 -0.021279579869063196 0.071405831519580618 -0.03485580084659011 0.040181283882013974 0.0069498816039070517 -0.017904314867407085 -0.028608031991809647 -0.20689635931682041
leaf_count=14923 10193 18095 11034 7267 33027 260 119 2646 1327 1576 5490 1205 4798 3818 644 388 982 2271 272 38852 7750 327 2557 843 5653 10522 14522 500 22659 1132
internal_value=0 -0.0886482 0.449552 -0.242248 -0.138608 -0.0120396 -0.102908 0.721382 1.09674 1.68662 2.10103 -0.877179 -1.46271 -0.547993 -0.901845 -0.0085087 0.712445 0.329073 0.0378392 0.201483 -0.247405 -0.771241 0.632191 0.222827 -0.42132 0.563308 0.315017 -2.53857 -0.546515 -3.00508
internal_count=225652 210729 46788 163941 140936 107909 94570 35754 18586 8393 6817 23005 8279 14726 5442 7459 3641 3253 71792 45620 26172 8077 13339 45348 6496 13079 17168 2837 22778 2337
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=0
split_feature=69 44 113 128 128 129 58 110 9 12 25 2 106 54 115 102 16 103 104 102 13 127 4 13 39 114 4 44 53 71
split_gain=23133.4 13263.7 7257.92 5558.32 4908.93 4759.99 4563.76 4337.06 4606.62 3692.27 4642.95 3621.45 3603.82 5133.95 3586.42 4137.97 3356.33 3271.57 3039.83 3019.8 2946.48 2928.56 2872.03 2648.52 2608.65 2505.12 2498.03 3151.85 2493.26 2486.31
threshold=-1.7879499999999997 -0.57523999999999986 1.0000000180025095e-35 -0.84999999999999998 0.65000000000000002 0.50000000000000011 -7.4067499999999988 0.12242000000000001 -6.6607999999999992 -0.17495499999999997 -0.79293999999999987 -1.8705499999999999 1.3721500000000002 3.4118500000000007 1.0000000180025095e-35 -2.0009499999999996 -0.60865499999999984 -6.9898999999999996 -1.7100499999999996 4.7075500000000003 -3.7378499999999995 0.67500000000000016 -1.7332499999999997 0.42384000000000005 5.2030500000000011 1.0000000180025095e-35 6.196600000000001 1.5742500000000004 1.81545 4.1377000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 -5 -1 9 26 10 29 -10 -4 -14 15 16 -8 -17 -18 -13 -6 -11 -12 -19 -25 -3 -9 -28 -27 -7
right_child=2 25 12 5 20 7 14 8 11 21 22 19 13 -15 -16 17 18 23 -20 -21 -22 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.10039901638552312 -0.04690050199507434 -0.0031599521005907338 -0.00058249801442017456 0.064400039549557073 0.068198679802734599 -0.022801966592206239 0.047568804417312066 0.050963002831233034 0.030235057643712978 -0.0078741533061120386 0.010104885399040246 -0.014354947223732437 0.022390594996333057 0.15898338761861175 0.014859022967965253 0.48111219619001661 0.28504127154105519 0.048957240435719772 0.10831176903210477 0.09975434699569341 -0.0066082235184711791 -0.045655902080437752 -0.080853067008397575 -0.013990139060142848 0.4476061705620058 -0.023716769990886288 0.12063257707239583 0.68344274691173013 -0.14275598281879642 0.16665009794418106
leaf_count=4191 13211 14319 43315 1977 1647 10806 2721 2572 5838 31862 989 33527 9952 739 7498 42 263 11853 3251 590 6556 6113 7085 2419 31 1331 86 35 657 176
internal_value=0 0.552187 -0.185658 -0.327809 0.858983 -0.248509 1.03458 -0.278983 -0.0377693 -0.459364 -0.818554 -0.123094 0.116687 0.636648 0.889284 1.10501 1.78516 0.809384 2.43078 -0.247632 0.16823 -0.279121 -1.39423 0.783505 -0.162991 -0.209241 1.22816 5.66858 -1.26114 -0.395315
internal_count=225652 56779 168873 114867 40472 101656 32269 99679 42648 57031 19056 39955 54006 10691 28078 20580 6235 14345 3514 34117 8203 37975 8074 14303 2450 16307 2693 121 1988 10982
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=0
split_feature=65 44 114 59 112 16 102 127 66 75 15 76 129 122 51 52 54 99 44 83 122 32 29 110 29 0 112 42 77 20
split_gain=20930.9 11917.1 6426.93 5437.3 5161.99 5113.35 4520.55 4298.21 4297.62 3960.83 3591.68 3454.9 4864.31 3404.1 4246.71 3264.76 3143.58 3149.65 3069.81 3004.96 2969.45 3205.99 2957.22 4455.86 3783.73 3111.44 2967.91 3361.31 3372.03 2950.29
threshold=-1.6324499999999997 -0.73889499999999997 1.0000000180025095e-35 -1.6139499999999998 -1.1652499999999997 -0.14345499999999997 -4.8276999999999992 0.52500000000000013 -1.5345499999999996 -6.2727499999999994 0.65251500000000007 -1.5781499999999997 1.5000000000000002 3.5000000000000004 -2.4169499999999995 4.8756500000000011 -2.1675999999999997 -0.59262499999999985 -0.36117999999999995 -0.43125499999999994 2.5000000000000004 -0.99945499999999987 -0.2742099999999999 -2.5541499999999995 -0.32478499999999993 1.0428500000000003 1.0434500000000002 -1.3959499999999998 -1.5417499999999997 -0.71196499999999985
decision_type=2 2 2 2 2 2 2 2 2 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 4 10 7 22 -1 -2 16 19 20 12 29 14 -5 -10 17 -7 -16 -8 21 -4 24 -24 26 -25 27 28 -6 -11
right_child=2 -3 3 13 5 8 9 -9 15 11 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.13606904794719218 0.021354967851164908 -0.0076441290928367994 0.60064639133034337 -0.095012224430465184 0.012740806140012743 0.07385604068088869 0.059141648028691457 -0.014952905444580267 -0.041460672004153383 0.03852596602632738 -0.023436008487007332 -0.0087297308906123441 0.063570681049395977 -0.014328166064296967 -0.0053100737899695319 0.019987973778732702 -0.012527842593171088 -0.14980083693658686 -0.069695046940958114 -0.12412634904164051 0.001314144729692055 0.10051512048238409 -0.085253058640731336 0.0062832869430439892 0.16666178647010702 -0.038802541912628725 -0.0044904974108079419 0.0073802388874133137 0.10845951538434391 -0.0099791593252205341
leaf_count=1166 26553 20026 33 5320 1562 1747 15241 11762 24259 6333 3369 6003 8464 5662 3826 2373 26785 173 3587 227 1159 1105 1871 15719 401 5058 12174 5247 2239 6208
internal_value=0 0.485791 -0.190941 -0.667841 -0.107745 -0.22773 0.77886 0.204182 -0.430385 0.725536 0.188697 0.49444 0.685643 -0.93167 -1.21853 -0.719708 -0.161956 1.07407 -0.729293 1.12904 1.15293 2.30036 0.0255813 -0.226956 0.290089 -0.0938502 0.232588 0.666371 1.38249 0.290303
internal_count=225652 63668 161984 24061 137923 99608 43642 38315 55337 42476 5666 27008 21005 18395 12733 26632 28705 1920 7413 15468 2297 1138 44271 22648 21623 20777 21222 9048 3801 12541
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=0
split_feature=65 44 113 16 127 62 12 110 29 41 102 98 110 12 29 103 14 0 115 44 110 102 14 64 27 103 64 2 62 73
split_gain=18906.6 10581.8 6458.04 5352.11 4606.35 4455.57 4188.29 4641.99 4479.85 4474.22 3455.34 3171 3107.25 3279.18 3339.62 3254.23 2979.9 2934.71 2845.84 3617.16 2826.06 2761.84 2722.93 2615.65 2634.3 2568.3 2641.64 2532.89 2536.58 2857.57
threshold=-1.6932499999999997 -0.57523999999999986 1.0000000180025095e-35 3.4459000000000004 0.52500000000000013 0.58460500000000015 -0.17495499999999997 -0.76479499999999989 -1.8186499999999997 -17.088999999999995 -4.8276999999999992 -1.4857499999999997 2.4903500000000007 1.01875 -2.0422499999999997 -2.5774499999999994 -1.9154499999999997 13.533500000000002 1.0000000180025095e-35 -0.73934499999999981 -1.9920499999999997 3.7082500000000005 -0.70643499999999981 -1.2563499999999996 -0.54054499999999994 0.92899000000000009 -1.7685499999999996 -1.8086499999999999 2.6716500000000005 -14.279499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 10 7 8 -2 11 -1 -9 13 25 15 -15 -12 -14 19 23 -7 -8 -5 24 -6 -4 -27 28 29 -11
right_child=2 -3 12 22 18 20 21 9 -10 27 16 -13 17 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.13470245137460679 -0.0141016103342096 -0.0082380758630904351 -0.016947435238703203 -0.026468039825427048 0.05435531774911502 0.06834503891854489 0.0020688384480301654 0.29285487048327924 -0.087217319633059093 -0.40277829963494755 0.098190703759922116 0.047060226653737748 0.036289798368879266 0.47308788302999283 0.015834679355896563 0.096614548784838106 0.038403670458670783 0.38775576872130235 -0.012019306528662515 -0.055278481339489607 -0.017088808426436501 0.069169310565566675 -0.093167411943948689 0.012473742714243691 -0.078068280084941835 0.32009686245982139 0.011804039743770756 -0.01912480595241095 -0.071099913627571037 0.05882885964408914
leaf_count=1043 4100 17504 22397 2972 466 1197 41066 196 4284 34 2230 397 5876 65 14995 491 31864 60 16947 13090 5059 1593 3154 4416 1935 70 9432 15809 501 2409
internal_value=0 0.487058 -0.172026 -0.307071 -0.255141 0.762695 -0.105178 -0.407727 -1.02924 -0.138384 0.901132 2.56602 0.114751 0.0294205 0.405928 2.81253 0.846284 0.796847 -0.541561 -0.797954 -0.0148442 0.091491 -1.21617 -0.207272 -1.04733 -0.15413 0.281504 -0.223901 0.627739 1.04809
internal_count=225652 58897 166755 113369 107243 41393 70389 27730 8384 19346 35137 593 53386 47450 15551 556 34094 5936 36854 19907 6256 42659 6126 6817 2401 31899 9502 18753 2944 2443
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=0
split_feature=65 11 128 128 127 85 1 54 110 46 62 86 14 25 109 80 64 127 109 95 59 64 15 54 107 115 26 46 114 8
split_gain=17123.1 8457.31 6489.74 6130.82 6010.2 5086.74 5456.63 4896.24 4225.18 6752.97 4510.6 3622.51 3945.76 3277.49 3507.29 3197.67 3541.4 3132.55 3041.14 2982.43 2974.88 2840.33 2732.94 2711.5 3632.77 2700.29 3148.86 2684.28 2664.42 2664.33
threshold=-1.6324499999999997 -0.47132999999999997 -0.74999999999999989 0.45000000000000007 0.52500000000000013 3.2009500000000002 -2.1461499999999996 -0.87679499999999988 -1.5442499999999997 0.84188000000000007 -1.7415499999999999 -0.59967499999999985 434.22500000000008 -0.76189499999999988 0.099516500000000022 -1.9834499999999997 0.018694500000000006 0.67500000000000016 -1.2503499999999999 -2.4509999999999992 -3.0319499999999997 5104.0500000000011 5.7315000000000014 3.4118500000000007 3.1158000000000006 1.0000000180025095e-35 0.94846500000000011 -2.7335499999999997 1.0000000180025095e-35 -1.09215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 5 23 6 -4 19 9 10 -8 12 25 15 -15 16 -10 22 -11 -1 27 -12 -3 -5 -25 26 -9 -16 -7 -29
right_child=2 17 3 4 -6 28 8 11 13 18 21 -13 -14 14 20 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.12840097596683697 -0.030845219857921213 0.015164626155899219 0.044544756963800898 -0.0066615441481588491 -0.036305325873609295 0.040837207203116822 -0.058440641459533385 0.067544338414415941 0.46555853488278531 -0.11415153232452241 0.015200465470644875 -0.0057300499625838955 -0.16290135527495297 -0.028499017857251643 0.60586168542504315 0.02177405026006014 0.074079820664750565 -0.045807084082218667 -0.040391907370150304 0.04721582909908436 0.0015232622697398711 0.48729465845972303 -0.031623820041008686 0.037827180949887219 0.35270286517140148 0.00015696155896034855 -0.055929154328242185 -0.039807783564269221 -0.024127266847280573 0.12249946352318769
leaf_count=1197 27339 14885 5965 28775 23293 11971 2689 6768 84 2388 7305 9151 240 11085 24 10655 185 3557 3369 20594 21736 32 3949 1999 96 2768 559 368 1818 808
internal_value=0 0.439387 -0.172702 -0.0825083 -0.342621 0.0925432 -0.0217701 0.707821 -0.111417 -0.556533 -0.0608698 0.343609 0.749325 0.0448918 -0.108128 0.521447 3.92652 -0.0554623 -1.41975 1.03351 0.115086 0.34519 0.107086 -0.053262 1.04512 0.844597 1.16248 1.64785 0.64544 1.43419
internal_count=225652 63668 161984 134645 54163 80482 66693 41277 60728 15783 10026 19486 10335 44945 34021 10924 269 22391 5757 21791 22936 7337 18834 30870 2095 10095 7327 1200 13789 1176
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=92 76 114 44 116 97 80 94 1 64 11 14 44 99 115 54 128 70 99 62 94 15 128 16 1 80 112 122 44 54
split_gain=15529.8 9101.28 8469.57 8242.67 5905.68 5432.48 4497.71 4579.68 4275.4 4208.73 4897.22 3977.63 3780.88 3535.43 3401.84 3392.81 3225.25 3179.6 3057.94 3036.56 2860.8 2827.41 2819.41 2737.92 2661.69 2581.45 2585.06 2560.61 2544.66 2537.01
threshold=-2.5540499999999997 -1.5781499999999997 1.0000000180025095e-35 -0.73996499999999987 1.0000000180025095e-35 1.3628500000000001 1.0240500000000001 0.96820000000000006 -0.72462499999999996 -1.2377499999999999 -1.12225 1.25485 -0.24194999999999997 -1.5156499999999997 1.0000000180025095e-35 3.2063000000000001 -0.74999999999999989 6.6261500000000009 -1.5534999999999999 -3.2739499999999997 -6.6735999999999995 6.3770500000000014 0.8500000000000002 -3.4180499999999996 -2.2509499999999996 3.0745500000000008 13.288000000000002 3.5000000000000004 -1.4819499999999997 -0.27392499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 4 8 5 6 20 -8 13 24 -11 27 14 18 17 16 28 21 29 -15 23 -1 -18 -3 -4 -16 -27 -12 -7 -2
right_child=1 2 9 -5 -6 15 7 -9 -10 10 11 -13 -14 19 25 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.065242565361840629 0.080924674809516872 0.70255320185706738 0.037416341530659605 -0.021616618214211167 -0.023688836702354367 0.41393310211133216 -0.036002430159552276 0.026676013535937133 0.013281341537059566 0.028266203080642524 -0.037589312130345123 -0.075504701169608238 -0.050083520137974305 0.16040579028204288 0.019056164566988609 0.052881828531076674 0.024777672726029393 -0.31106631286956116 0.40888138578009248 0.011885550949112991 0.00022221702261684251 -0.031357603130439421 -0.030409663801719444 0.1117342692176887 -0.087354002013839457 -0.27520396875517145 0.14246391853690149 0.019688886641547519 -0.033680645382239 -0.0037111262704059844
leaf_count=13647 6626 21 468 10718 32516 32 18117 3473 18304 3354 6136 4862 1089 367 5477 5730 19015 58 67 5528 53218 802 2635 296 4932 143 50 2861 4088 1022
internal_value=0 -0.0846216 -0.192956 0.32642 -0.100708 0.0130613 -0.1331 -0.518398 0.581239 -0.760568 -0.51893 -0.781329 0.813292 1.0057 0.91125 0.361645 0.20689 1.16795 1.45122 0.422637 0.0222856 1.19761 0.361218 3.01747 -1.53081 0.254461 -3.34 -0.387503 -0.604081 1.3923
internal_count=225652 204386 161754 42632 139141 106625 75125 21590 31914 22613 17213 13859 21266 13610 20177 31500 25770 14507 7715 5895 53535 14449 21650 317 5400 5670 193 8997 4120 7648
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=0
split_feature=69 44 128 113 16 128 129 58 111 7 8 58 115 129 2 26 13 59 46 115 86 104 129 13 7 14 128 86 41 16
split_gain=14155.9 8392.87 6003.89 5021.06 4449.63 4343.13 4253.95 3939.21 3328.76 3517.21 3414.79 5522.36 4944.54 4625.2 4241.77 4468.53 3327.09 2974.42 2969.78 2965.39 3090.92 4526.52 2959.61 3291.58 3073.69 3165.73 2919.75 2984.32 2776.31 3532.2
threshold=-1.7879499999999997 -0.57523999999999986 -0.94999999999999984 1.0000000180025095e-35 3.4459000000000004 0.65000000000000002 0.50000000000000011 -7.4067499999999988 47.380500000000005 9.5242000000000022 -0.45768999999999999 0.10114500000000001 1.0000000180025095e-35 1.5000000000000002 -1.8496499999999998 -1.1215499999999998 -1.3679499999999998 1.15215 0.28356000000000009 1.0000000180025095e-35 -2.1071499999999994 -1.7351499999999997 1.7000000000000004 -3.4393499999999997 -3.1382999999999996 13.145500000000002 0.45000000000000007 4.2887000000000013 -1.8824499999999997 0.32853000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 18 -1 10 -10 14 -12 13 -13 -8 -16 -14 -17 -4 20 21 -9 -5 -24 25 -25 27 28 29 -15
right_child=2 -3 3 22 -6 -7 8 19 9 -11 11 12 16 26 15 17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.087275610911567464 -0.045826814382060856 -0.008686965029264488 0.099146394589583256 -0.004034265706921252 -0.053509796527038835 0.0013135687039828893 0.021503952890487933 0.16859747434879527 0.07061654748910659 0.69724423822987347 0.026287458423610018 -0.062609532163339407 -0.042663746987172575 0.32760253434734687 -0.010705313426585174 -0.054863446357447124 0.011077372703434311 0.016613460174666562 -0.029278418054446788 0.0083886969961756621 0.030429975962502527 0.055291113493546998 0.1875418854864507 0.10839100233941575 0.015627574755425255 0.6300266508133181 -0.041549200503322205 0.19102305728813698 -0.0060220220385765683 -0.064967535303655982
leaf_count=4191 9523 16307 1512 25570 5837 8203 4685 1020 849 23 12239 6716 3306 140 16117 14737 22350 1615 641 7498 13071 6489 290 471 24645 31 6199 203 11077 97
internal_value=0 0.431952 -0.145232 -0.099138 -0.220935 0.675998 -0.172575 0.841163 -0.202414 1.74289 -0.219466 -0.0764194 -0.223559 -0.545526 -0.45943 -0.587779 0.0830472 -0.956081 1.21822 0.706177 0.902336 1.41365 0.159569 0.401079 0.362448 2.81207 -0.277635 0.0202036 -0.047982 3.33861
internal_count=225652 56779 168873 159350 108343 40472 102506 32269 100353 872 99481 62327 50088 24432 37154 32469 25656 16352 2153 28078 20580 7509 51007 25437 25147 502 17716 11517 11314 237
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=0
split_feature=11 80 114 2 128 128 58 96 54 129 105 5 123 115 73 9 58 71 30 5 64 101 71 1 10 53 102 119 21 39
split_gain=13547.4 9441.1 6434.96 5905.75 5617.86 6936.43 5147.03 5121.29 5112.5 4495.07 4345.54 3803.31 3549.25 3477.56 3419.52 3293.92 2978.45 2911.95 2819.05 2808.97 3119.08 2927.72 2756.37 2755.85 2701.86 2686.78 2651.56 2641.73 2595.01 2959.75
threshold=-0.39423999999999998 -2.5974999999999997 1.0000000180025095e-35 -2.1959499999999994 -0.44999999999999996 0.25000000000000006 -1.9153499999999999 -1.07175 -0.12880499999999998 1.9000000000000001 -5.5030499999999991 1.09555 0.75000000000000011 1.0000000180025095e-35 -2.9193499999999992 0.18048000000000003 1.6288500000000001 -0.59883999999999993 1.8163500000000001 -2.8954499999999999 -0.84584499999999985 4.3561500000000004 -3.3982999999999994 5.5588000000000006 2.5979000000000005 -1.4964499999999996 -1.9015499999999996 1.0000000180025095e-35 -0.61806499999999998 0.36365000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 7 -3 25 6 10 14 -4 28 18 13 16 -12 -2 -15 -9 -7 -6 20 -8 -21 -16 -13 -23 -5 -10 -28 -1 -30
right_child=2 3 8 4 5 17 19 12 26 -11 11 23 -14 15 22 -17 -18 -19 -20 21 -22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.052719780342221606 0.24380975625928372 0.049754993485025795 -0.011063908498891755 0.016285513393959127 0.019607015296299612 -0.022910923696193072 -0.0059822927122233352 -0.011689763739484623 0.0074109567131207732 0.12195516992027931 0.16797720537565952 0.0058423005899650949 -0.037849397579252271 0.018175979520205453 -0.046376222553276891 0.65420661369959521 0.03762881213829454 0.0074914803147420441 -0.27750415875177298 0.0043727895670246089 0.20561268789638662 0.063210091373604269 0.012202709381075219 0.18608114511797241 0.60828774986059775 -0.028068079183511514 -0.092341946821385468 -0.022617442683614496 0.045921627189151742 -0.02172555474856384
leaf_count=10641 155 7123 7997 4244 1611 12259 305 55807 1072 1737 2028 1260 12993 664 2147 21 3239 22029 84 12861 406 1970 31049 255 23 17467 5978 1758 3279 3190
internal_value=0 0.26629 -0.225456 0.123716 0.043614 0.211605 0.657074 -0.13382 -0.800137 0.906351 1.45046 1.9928 -0.28381 2.70155 0.190161 0.753495 -0.179687 -0.067566 0.0976584 0.355165 2.29688 0.262223 0.168281 0.723591 1.39001 -0.387959 -1.3257 -1.52994 0.750747 0.251268
internal_count=225652 103457 122195 84610 77487 55776 21488 105390 16805 18847 5923 4228 72039 2713 33351 685 59046 34288 1695 15565 711 14854 33196 1515 1993 21711 8808 7736 17110 6469
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=0
split_feature=11 65 122 96 54 86 128 1 111 67 115 46 73 54 66 56 112 16 92 50 1 57 128 5 57 121 66 24 52 25
split_gain=12226.6 8648.8 5807.55 4621.97 4614.04 4153.88 3958.77 3553.38 3132.74 3218.72 3115.78 3113.55 3086.12 3009.61 2945.39 3752.94 3768.52 3120.95 2786.8 2760.61 2694.02 2707.73 2678.59 3487.19 2650.5 2631.84 2610.64 2817.97 2595.72 2766.5
threshold=-0.39423999999999998 -1.7650999999999997 1.0000000180025095e-35 -1.07175 -0.12880499999999998 1.09955 -0.84999999999999998 -1.4641499999999998 47.380500000000005 -1.3395499999999998 1.0000000180025095e-35 0.95967500000000017 -2.9193499999999992 -2.0240499999999995 -1.5126999999999997 -0.26157499999999995 -0.55509999999999982 -1.1257999999999997 9.4312000000000022 -0.23987999999999998 -2.5325499999999996 1.6080500000000002 0.45000000000000007 5.1514000000000015 -13.938999999999998 2.5000000000000004 -1.6904499999999996 -1.41475 2.2158500000000005 -1.2141499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 12 11 10 -3 13 14 -10 -1 -4 -2 18 15 19 -17 24 -8 -5 21 -12 23 -7 -16 -14 -18 -28 29 -9
right_child=2 6 4 8 -6 22 7 28 9 -11 20 -13 25 -15 17 16 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.052033883683599513 0.23161926748170969 -0.032741006210463358 0.010627093317497421 0.0050292848342586337 -0.062970620668457142 0.019363505338315278 0.071975903202294481 0.014419035959973146 0.053042204672907503 0.3941763072431862 0.096840825558875701 -0.056558533045570618 0.0010989821679391451 0.012997574814575016 -0.23078755635192724 0.019792475586730831 -0.042545011152424178 -0.034905209062506826 -0.23988529370255668 0.13438221257373992 0.0061779509882833429 0.5547936095935958 -0.031068944454458208 0.41545861246330401 0.0029305659258612895 0.036742146518607029 0.58405808621439437 0.0599759223841567 0.022452795717392168 -0.015806475300966905
leaf_count=20120 155 7436 5481 23007 8808 7186 3830 10864 678 77 415 2516 26775 8391 123 3603 11059 24011 73 420 6871 35 3457 56 8810 6421 29 222 9751 24972
internal_value=0 0.252976 -0.214183 -0.127129 -0.76013 0.63135 0.0320354 0.120276 -0.269619 1.75667 0.837416 -0.210214 0.180653 0.597395 -0.29108 -0.102656 -0.494791 -0.510368 1.32286 0.146967 0.278802 2.64919 0.102825 0.448528 -0.00575077 0.159867 -0.77852 2.41054 -0.00839436 -0.132867
internal_count=225652 103457 122195 105390 16805 38140 65317 57881 72039 755 27441 7997 33351 12294 71284 38340 14913 32944 3903 23427 7321 450 10699 7242 8933 33196 11310 251 45587 35836
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=0
split_feature=11 80 114 54 63 128 128 96 54 129 25 111 67 63 73 27 9 2 68 68 7 26 66 56 112 45 127 47 50 11
split_gain=11034.5 8006.12 5241.32 5165.1 4265.41 5022.79 7131.87 4171.33 4164.17 4095.8 2923.11 2827.3 2917.96 2848.28 2785.22 2758.66 2721.82 2695.56 3826.04 2951.96 3183.47 2692.73 2658.21 3387.02 3401.09 2546.81 2514.5 3711.05 3010.01 2624.1
threshold=-0.39423999999999998 -2.5974999999999997 1.0000000180025095e-35 -2.5140999999999996 -1.2593499999999997 -0.44999999999999996 0.25000000000000006 -1.07175 -0.12880499999999998 1.9000000000000001 -0.99262499999999998 47.380500000000005 -1.7666999999999999 7.7284500000000014 -2.9193499999999992 -0.35193499999999994 0.5311800000000001 -1.5223499999999996 -1.9261499999999996 0.6198950000000002 -0.53272499999999989 2.1037500000000002 -1.5126999999999997 -0.26157499999999995 -0.55509999999999982 -1.4779999999999998 0.67500000000000016 0.72504500000000005 -0.23987999999999998 9.7151500000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 7 -3 15 -6 17 14 10 -1 -4 22 13 -13 -2 -5 -17 18 -7 -20 -21 -8 23 26 -25 -18 28 29 -9 -28
right_child=2 3 8 4 5 6 21 11 -10 -11 -12 12 -14 -15 -16 16 25 -19 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.034060425284424226 0.2200383046846236 0.036622235345696738 0.038015365117803242 0.021516924326297003 -0.016753351381879188 0.30138594268180019 0.0017841014992414921 0.011993326870018643 -0.059822089468428957 0.11464195659745509 -0.029022766387766599 -0.19324825764859765 0.36125793054345112 0.092530608080281601 0.0075936628985280672 -0.065767712943442566 0.090162510250981889 0.033995562170585095 0.031457407713062685 0.12372091823612615 0.51240739393652535 -0.13887712765647017 -0.024242462660792205 0.018802851577018768 -0.036979689663469074 -0.023018919133665883 0.032686621411564094 -0.07599816203575116 0.16209690040470484 -0.18827559444923991
leaf_count=17110 155 11486 2271 3018 15871 199 24653 18876 8808 1737 5726 103 84 568 33196 4034 526 13225 1475 695 57 345 32944 3603 11310 9026 2008 2059 340 144
internal_value=0 0.240327 -0.203474 0.109034 0.0111116 0.142016 0.328289 -0.120773 -0.722124 0.829742 -0.199704 -0.256138 1.66883 0.973258 0.17162 -0.434488 -0.626601 0.857658 1.82662 1.45122 3.06365 -0.00314358 -0.276526 -0.0975231 -0.470051 -0.335727 0.139618 -0.560234 0.292984 0.358021
internal_count=225652 103457 122195 84610 73124 56520 40649 105390 16805 18847 7997 72039 755 671 33351 16604 13586 15651 2426 2227 752 24998 71284 38340 14913 9552 23427 4211 19216 2152
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=0
split_feature=13 127 128 128 66 51 114 96 10 41 129 61 70 51 25 110 110 61 22 129 54 2 128 128 91 25 6 57 87 39
split_gain=10271 9537.28 7850.76 7251.95 5808.83 4643.51 5042.83 4391.38 5844.52 4505.22 4255.9 4101.03 4751.25 3723.33 3675.15 3655.77 3427.88 3983.42 4676.32 3399.75 3287.7 3172.04 3160.25 3806.77 3248.59 3092.81 3010.48 2850.13 2784.63 2787.26
threshold=-3.4393499999999997 0.52500000000000013 0.55000000000000016 -0.94999999999999984 -1.2116499999999999 -1.9872999999999998 1.0000000180025095e-35 1.1708500000000004 -0.66113499999999992 -1.6059499999999998 0.70000000000000007 1.4018500000000003 -0.65024999999999988 -1.4198499999999996 1.4538500000000003 2.2170500000000004 3.5615500000000004 6.1517500000000007 0.91550500000000012 1.3 4.2820500000000008 -1.9348499999999997 -0.34999999999999992 0.25000000000000006 1.8172500000000003 -1.2141499999999998 -5.0652499999999989 -7.1600499999999991 -0.96960499999999994 2.6909500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 4 3 -3 5 6 11 9 -9 -6 -11 20 -13 -4 22 -16 26 -18 -19 -1 -2 -8 -7 -24 -25 -10 -5 28 29 -15
right_child=1 2 13 16 7 14 21 8 25 10 -12 12 -14 27 15 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.020226684541232838 -0.0092400693973737954 -0.06337557631765256 -0.058982804375960624 0.11480682033900047 0.044745584562936092 0.008195551606118321 0.05804350799401068 -0.0078821001103405609 -0.034128209375868745 0.10118052110781095 -0.01057981735848245 -0.071101764057540012 0.039541748827148296 0.16030261520648478 -0.039696770442538935 0.042270602555387005 0.042314769785996409 0.76532878733816601 0.055980125592591669 0.070852020841157423 0.047555500951275517 -0.056227309509105573 0.060952175243745077 0.014745831590200809 0.082069998034759048 -0.11926482090066318 -0.0043390572815617491 -0.027183452828379896 0.014726960340592855 0.75309391651641244
leaf_count=7601 25491 4810 12933 538 4690 12854 689 6787 1890 875 32177 1057 11826 201 4140 2026 2964 42 52 5883 2831 5122 11041 14523 2044 2449 36441 10985 668 22
internal_value=0 -0.0537843 -0.357047 -0.107349 0.0944422 0.240287 0.0185268 -0.185035 -0.737152 -0.022276 -0.152423 0.141515 0.609278 -0.808423 0.463893 -0.255285 0.0320315 1.04955 7.45846 0.846285 -0.0712584 -0.853568 0.573488 0.764183 0.461043 -1.64361 -0.0521126 -0.404149 1.31597 4.37569
internal_count=225652 212168 69656 44847 142512 93644 47016 48868 11126 37742 33052 41205 12883 24809 46628 6166 40037 3058 94 13484 28322 5811 40462 27608 16567 4339 36979 11876 891 223
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=0
split_feature=11 80 2 114 123 128 128 58 107 71 129 115 30 0 39 96 22 9 108 92 5 15 45 101 10 63 128 11 7 108
split_gain=9381.13 6748.02 5098.98 4554.12 4459.11 4340.8 5395.54 4289.08 4011.41 3824.08 3390.48 3181.42 3226.41 3092.19 3970.35 3003.28 2809.85 2637.74 2510.91 3139.87 2440.46 2745.25 2849.98 2651.45 2496.94 2473.22 3840.42 2420.1 3704.54 2401.84
threshold=-0.39423999999999998 -2.6769999999999992 -2.1959499999999994 1.0000000180025095e-35 0.75000000000000011 -0.44999999999999996 0.25000000000000006 -1.9153499999999999 -0.51036499999999985 1.5933500000000003 1.9000000000000001 1.0000000180025095e-35 1.8244500000000003 1.0743500000000001 -0.51418499999999989 0.042289000000000007 0.32368000000000002 0.75979500000000011 3.1819000000000002 -2.4915499999999997 -2.8954499999999999 -0.92570499999999989 1.7917500000000002 4.3561500000000004 2.5979000000000005 1.7556500000000004 0.15000000000000005 -2.1737499999999996 -2.6968499999999995 15.819500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 27 4 15 -4 7 8 11 16 -1 12 -7 17 -15 -2 -5 -10 19 -11 21 -9 25 -22 -25 -23 -27 28 -3 -6
right_child=3 2 5 9 29 6 -8 20 13 18 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 23 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.031720993466402114 0.0068614841063849566 0.31787378488410833 -0.01751321558880051 -0.023752139375957479 -0.029772655873239275 0.075948809029830533 -0.003506280036926929 -0.0074279546261528497 0.18111923571067523 0.1591105863621933 0.10623076229231498 -0.025966971782696965 -0.212140675239265 0.24261042592169432 -0.10475819662512681 -0.012150876439162114 -0.070273355797480286 0.63724553463133904 0.10744383686884557 -0.02110401628671299 0.0019921511717612894 0.33780840813023688 -0.16399328692816198 0.057540332044550294 0.56038170838356016 -0.064564940672508384 0.63587714952106289 0.039320069112338277 -0.042304723628739452 0.1190863325975158
leaf_count=16740 51998 191 21804 6644 18529 3454 34442 311 802 263 1680 1212 100 130 224 34588 6346 33 568 2984 12924 229 50 1978 25 106 24 6884 114 275
internal_value=0 0.221592 0.102729 -0.187612 -0.110523 0.0283158 0.175603 0.56739 1.28968 -0.671067 0.770333 0.879736 1.35685 2.93289 0.456131 -0.0146654 -0.929583 3.98292 0.209173 -0.13014 0.292499 2.09071 3.79343 0.205763 1.27633 4.77857 1.29495 0.908528 3.66499 -0.551913
internal_count=225652 103457 85037 122195 105390 77848 56044 21602 5955 16805 18420 4766 3554 1189 354 86586 12990 835 3815 3247 15647 720 409 14927 2003 359 130 7189 305 18804
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=0
split_feature=13 127 66 5 96 10 41 1 54 92 51 9 52 122 58 29 115 102 110 0 25 122 81 110 111 81 13 0 68 44
split_gain=8635.6 8499.92 5110.14 4138.9 3900.87 5238.29 4078.83 3283.3 3233.24 3153.6 3315.71 3158.88 3581.43 3092.26 3142.5 3042.77 3033.28 2897.15 2801.5 2894.34 2780.52 2753.08 2851.32 2703.84 2920.48 2585.65 2464.63 2664.16 2431.38 2702.79
threshold=-3.4393499999999997 0.52500000000000013 -1.2116499999999999 -0.93743999999999994 1.1708500000000004 -0.66113499999999992 -1.6059499999999998 -0.62784999999999991 -2.1331499999999997 12.027000000000003 -1.9593499999999999 0.46072500000000005 11.029500000000001 1.0000000180025095e-35 0.80171500000000007 1.3132500000000003 1.0000000180025095e-35 -4.3973499999999985 3.3242500000000006 13.533500000000002 -1.2141499999999998 1.5000000000000002 5.4823000000000013 -2.4970999999999992 0.6663650000000001 7.8482000000000012 0.62941500000000017 3.1132500000000003 -1.3853499999999996 -1.18075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -6 23 8 -2 10 13 12 -11 14 25 16 -12 -3 21 -20 28 -19 -23 24 -4 -5 27 -25 29 -7
right_child=1 17 4 9 5 20 -8 -9 -10 11 15 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.038799606263295511 0.046217811440594593 0.063168524992004912 -0.034910406322981979 -0.02874433779554816 -0.0071625836135636922 0.29714727288093229 -0.007097475899244518 0.078492776398123479 0.0097423688359952881 0.0071795295539188488 0.031465548566077334 0.21790421383608727 0.48741709048428189 -0.050042073823279069 0.014387191967208352 -0.025303915103532044 -0.0071304433536968446 -0.017020501676720565 0.012493355632561398 0.44470859368642168 -0.1126643631794015 -0.038504981686782534 -0.13928977574130602 0.072516208816329072 0.57465740680694588 0.027866657353520299 0.017367991635523557 0.21803971953233897 -0.065583446168957629 0.0048362961915764799
leaf_count=13484 8879 1115 1121 11916 6787 99 33052 2751 19241 731 18634 328 41 3961 13596 4134 7004 54440 5673 39 2449 7616 773 1591 20 2428 1566 392 1398 393
internal_value=0 -0.0493169 0.0906163 0.227409 -0.171515 -0.691884 -0.0181146 0.527197 0.425193 0.0799771 0.0500431 1.75827 0.653687 -0.173954 -0.056728 0.290058 0.418432 -0.335612 -0.361624 0.308888 -1.55005 -0.422582 -0.955835 0.854592 -0.484512 -0.383237 1.28511 2.02567 -0.638809 1.2731
internal_count=225652 212168 142512 93644 48868 11126 37742 30871 28120 62773 61673 1100 772 31901 27940 29772 25638 69656 68541 5712 4339 62829 8389 4690 1141 14344 3549 1983 1890 492
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=0
split_feature=11 54 83 127 128 69 107 29 58 58 70 14 36 129 39 16 52 70 103 22 128 3 46 12 43 110 7 52 35 108
split_gain=8001.13 5800.86 4890.49 3957.2 3690.74 3585.6 3479.01 3477.38 3389.37 3108.53 3056.02 3001.39 3123.77 2891.27 4494.16 2941.41 4573.48 2878.31 2876.11 2847.34 2729.8 2724.08 2653.8 2628.63 2541.65 3495.43 2539.06 2527.2 2679.13 2829.88
threshold=-0.39423999999999998 -0.8989649999999999 -1.1239499999999998 0.67500000000000016 0.75000000000000011 5.4109000000000007 0.21973000000000001 16.295500000000004 -6.8127499999999985 0.74024000000000012 -2.0686499999999994 0.55410000000000015 -2.3988499999999995 1.1000000000000003 0.81538500000000014 2.3484000000000003 -1.2323499999999996 -4.3541499999999997 1.41625 0.82656500000000011 -0.94999999999999984 -0.90717999999999999 -2.4329499999999995 -0.10755499999999998 1.5438500000000002 -4.8897999999999984 -1.8472499999999996 1.0000000180025095e-35 6.4360500000000007 1.9565500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 7 6 11 20 13 -8 -3 12 -2 14 -1 -15 -17 -4 24 -6 -5 -13 23 -22 -14 -26 27 28 -19 -30
right_child=3 10 17 4 19 -7 9 -9 -10 -11 -12 21 18 15 -16 16 -18 26 -20 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.058507622890263511 0.51789488591826882 0.019398680869349573 0.067667671997572162 -0.078533734026723867 -0.034431843695426893 0.021770638665973653 0.022370343857720538 0.22747522543730408 0.027527943308944553 -0.0064608872511516665 -0.0061303173384035427 0.024068448992151503 -0.042330764826358953 0.097151684413802522 0.094491551155860762 -0.0099312981654857777 0.56734541935757521 -0.012102727189444504 0.0051369394453503192 -0.10922191177288205 0.18866326869624983 -0.016579982496972383 -0.016350624396325827 -0.003220367384929701 0.37493436046336831 0.015726309142807659 -0.031724067866198073 0.13818706234290443 0.12377308909142136 0.77422993421554576
leaf_count=836 26 15778 1168 1692 3177 11490 12941 145 27678 33683 45610 6159 18777 2327 1127 58 84 1713 4593 2123 321 12460 13508 402 76 622 6522 434 102 20
internal_value=0 0.204646 0.490686 -0.173264 -0.564172 -0.0904203 -0.15805 -0.325483 0.680567 0.0308307 0.00862338 -0.364225 -0.597251 1.49248 0.586649 2.21266 6.63113 -0.121534 -0.609086 -1.2878 -0.369876 -0.0626768 -0.227107 1.63946 -0.776963 1.09676 -0.317492 0.593659 0.0804085 4.60811
internal_count=225652 103457 42069 122195 21368 100827 89337 16068 32110 46624 61388 42713 24094 4432 1963 2469 142 9959 24068 5300 15923 18619 14231 723 19475 698 8791 2269 1835 122
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=0
split_feature=80 71 128 128 128 121 16 77 94 71 115 46 44 64 128 110 112 110 3 93 46 9 87 86 108 25 97 4 98 102
split_gain=7345.39 5712.02 4711.43 4251.54 5585.35 3976.98 4260.98 3561.39 3423.32 3960.54 2759.96 4367.12 4116.16 3356.27 3322.49 2858.71 3412.74 2794.96 2714.19 3249.39 2689.3 2652.07 2633.99 2697.09 2585.08 2554.07 2531.95 3169.19 2686.03 2643.26
threshold=-2.8105999999999995 2.3180500000000004 -0.94999999999999984 0.45000000000000007 -0.34999999999999992 1.0000000180025095e-35 3.4459000000000004 2.0298000000000003 1.1541500000000002 3.9826000000000001 1.0000000180025095e-35 1.4578500000000003 2.6676500000000005 -1.2563499999999996 0.55000000000000016 -3.3867999999999996 -1.6009499999999999 -5.1407999999999996 15.926500000000003 1.2602500000000003 -2.5392499999999996 2.0945500000000004 -0.90457499999999991 0.38903500000000008 2.7208500000000004 1.75295 1.4501500000000001 -1.9735499999999997 4.0818500000000002 0.45151000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 21 6 10 -2 20 -10 11 13 -12 -4 17 16 22 -15 26 -20 -1 -3 -14 -24 -5 -6 -7 28 -28 -29
right_child=1 3 5 24 25 18 -8 -9 9 -11 12 -13 15 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.17324917397055872 -0.044925546526057854 0.0091675560647892871 -0.030810312535384046 -0.020790877461825737 0.056954749031767275 -0.0011671279974255931 -0.051804186711390088 0.23387318182865094 0.035546257447447792 0.32259753486834286 -0.0070365281403222436 -0.038848656137821659 -0.20033619787011828 0.11484030931117793 -0.023913827650874964 0.033396069280602896 -0.12422379679155711 0.0099468523704264178 0.10112083554543153 0.63608157054492931 -0.016059680157797778 -0.079161758916512365 0.83762812167406087 0.051445829346776009 0.044986688919604743 -0.037924829724974067 0.14754175100059355 0.35998963839374487 -0.068771740916752436 0.015778084864251821
leaf_count=195 9136 9426 10634 9023 11481 36179 5808 116 17397 121 38553 14726 21 657 8529 10559 512 19022 203 33 4945 934 24 20 1790 756 819 56 174 13803
internal_value=0 -0.0602777 -0.134734 0.317649 0.564414 -0.0946939 -0.202674 -0.8286 0.540031 0.750579 -0.155796 -0.313256 0.0139557 -0.137449 0.0430361 0.549482 -1.61794 0.268976 0.135022 3.51849 -0.177555 0.0240855 5.20767 9.60545 -0.198039 1.02186 0.119374 0.467028 2.19276 0.343379
internal_count=225652 202994 169584 33410 22597 160332 109065 9252 22658 17518 103257 53568 49689 38842 28208 11136 577 19679 51267 236 5140 10360 65 44 10813 12237 51031 14852 993 13859
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=127 128 128 128 128 59 91 71 44 57 78 124 58 106 92 16 51 27 92 102 85 98 10 86 84 2 44 0 105 110
split_gain=7143.39 7164.38 6034.15 5099.94 5013.71 7111.51 4978.14 4524.6 3368.2 3277.21 3087.74 2957.09 2878.26 2876.06 2736.23 2712.29 2650.39 2619.59 2612.82 2585.76 3373.29 2581.61 2607.74 2435.99 3372.46 2429.72 2428.79 2395.06 3007.37 2385.34
threshold=0.52500000000000013 0.75000000000000011 -0.34999999999999992 -0.94999999999999984 0.25000000000000006 -0.82724999999999993 -0.72523499999999985 2.3735000000000004 -0.97638999999999998 1.5260500000000004 6.7081500000000007 7.5000000000000009 -5.8360499999999993 -6.021749999999999 -1.2011499999999999 4.3088500000000005 -1.3094499999999998 0.75529500000000016 18.352000000000004 -1.2673499999999998 -0.80824999999999991 138.21000000000001 1.9721500000000003 -1.2948499999999996 -1.8423499999999999 -0.6339999999999999 -1.4917499999999999 -1.2488499999999998 -8.6913499999999981 3.5615500000000004
decision_type=2 2 2 2 2 2 2 2 2 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 14 -2 5 7 9 12 -5 21 11 -6 -4 -14 -1 27 -3 -8 -13 -11 -21 22 -7 -19 -25 26 -26 28 -16 -10
right_child=1 16 4 8 10 6 17 -9 29 19 -12 18 13 -15 15 -17 -18 23 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.011130033046836026 -0.05331045531699611 -0.061972590160448163 0.088515891881705763 0.020350598520900907 -0.00019351131084676665 -0.041093229855058089 0.044297535624781809 0.10743787879333128 -0.011419288858371561 -0.10454598292708397 -0.19774102682159062 0.027530884304577646 -0.069924060465127696 0.03502382537262997 -0.13129615914462542 -0.14549904599747984 -0.020909430692270053 -0.029834583100746954 0.32184349545522739 0.57321054536783911 0.098531033734389414 0.38632087613223121 0.39182761847972869 0.66969748824834829 0.5071892437236063 0.00034777647168666119 0.047838487933011785 -0.021286117999401836 0.013309572212729374 0.03712989738845128
leaf_count=13726 4921 8365 2342 14576 50640 5654 8839 3300 35195 68 189 9723 720 6996 374 394 7411 3079 76 57 109 36 35 20 29 6130 3737 26881 9304 2726
internal_value=0 -0.256785 0.123281 -0.0927919 0.263665 0.533064 0.244865 1.1327 -0.00154502 -0.565249 0.080811 0.0934309 0.799335 0.504617 -0.158654 -0.300269 -0.853652 0.465963 0.596271 3.10289 5.23047 -0.715178 -0.768596 0.180294 0.421555 0.395337 1.02751 -0.272143 0.154428 -0.158585
internal_count=225652 73194 152458 57418 101779 41151 27793 13358 52497 5959 60628 60439 10058 7716 50679 36953 15776 21834 9799 234 166 5725 5689 12995 9916 9896 3766 36559 9678 37921
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=0
split_feature=11 54 83 114 123 54 58 44 116 54 62 14 3 112 31 16 129 39 20 16 31 16 111 70 0 25 45 34 55 23
split_gain=6561.06 4930.28 4153.67 3720.75 3719.26 3175.18 2901.63 2867.06 3345.92 3607.14 3332.11 2790.5 2826.39 3175.74 2878.61 2805.5 2637.51 4072.06 2813.98 2656.72 2625.47 2575.05 2727.73 2537.68 2535.63 2927.11 3270.44 2525.09 2512.77 2602.56
threshold=-0.39423999999999998 -0.8989649999999999 -1.1239499999999998 1.0000000180025095e-35 0.75000000000000011 -0.12880499999999998 -6.8127499999999985 2.6676500000000005 1.0000000180025095e-35 1.6959500000000001 2.6146500000000006 -1.8988499999999997 11.405500000000002 9.1509000000000018 483.35500000000008 -0.19111499999999998 1.1000000000000003 0.47308500000000003 -2.0820499999999993 2.3484000000000003 -0.85897499999999993 1.1434000000000002 -0.3452849999999999 -4.3541499999999997 -2.3924499999999997 -0.6443549999999999 -1.3548499999999997 -0.64398499999999992 -0.043929499999999989 2.0662000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 7 -5 16 10 9 -9 21 15 14 -14 20 -3 17 -1 -19 -18 -13 -2 -23 -4 25 26 -12 -17 29 -21
right_child=3 11 23 5 -6 -7 -8 8 -10 -11 24 12 13 -15 -16 27 19 18 -20 28 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.067377673263384827 0.0076287040781225154 -0.0097593266464466397 0.063483480058533895 -0.0068851523889771754 -0.024516620736430638 -0.050403351256253018 0.025186165296185399 0.0041601045138102656 -0.059390987648743301 0.04511218552703336 0.10551070123910905 -0.022054981963718658 0.038843112617046219 0.26547264371190099 -0.11455120268014003 0.10518561913166719 0.090342225780395205 -0.2015993765032873 0.10161906426293787 0.6348655665462668 0.0031259828961819128 0.0021142752561627482 -0.038129210319349904 -0.014959794549599774 -0.035385626268654491 0.01791363981593946 0.71023507298151456 -0.0044317670654030455 0.044613356943483708 0.0069103572856296196
leaf_count=737 33878 1731 1168 7997 18804 8808 27678 14845 1446 8431 59 13786 1026 182 586 1782 2327 82 1144 66 41550 9237 7738 8791 10602 314 36 745 54 22
internal_value=0 0.185317 0.449021 -0.156899 -0.0872191 -0.593887 0.624014 0.000325516 0.288179 0.379874 -0.114706 0.00460102 -0.0536052 1.45975 -0.0862961 0.78556 1.37524 0.510074 1.62677 2.06309 -0.0629483 -0.00671309 -0.324612 -0.115198 -0.613459 1.82975 6.69339 1.45737 6.26229 9.55754
internal_count=225652 103457 42069 122195 105390 16805 32110 86586 24722 23276 61864 61388 57130 1208 55922 4258 4432 1963 1226 2469 55336 50853 16975 9959 11011 409 95 2527 142 88
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=92 2 113 128 128 60 100 115 86 44 9 83 12 128 26 18 78 65 10 33 88 7 61 35 7 12 58 78 53 37
split_gain=5932.84 4809.4 4746.39 3720.12 3831.1 3509.65 3133.06 2793.54 3880.37 2878.11 2793.42 2866.28 3614.86 2587.32 2566.92 2439.58 2389.9 2754.22 2329.2 2757.99 2969.59 2509.6 2480.97 2351.4 2325.08 2310.77 3085.28 2709.63 2373.25 2329.86
threshold=-2.5540499999999997 -2.3904499999999995 1.0000000180025095e-35 -0.74999999999999989 0.45000000000000007 -1.75335 5.0314500000000004 1.0000000180025095e-35 -3.1771499999999997 -0.73889499999999997 1.0520500000000002 22.256500000000006 1.7311500000000002 0.75000000000000011 -21.287999999999997 46.483000000000011 -7.7383999999999995 -1.0357499999999999 1.2524500000000003 0.024403000000000005 1.6823000000000004 1.5541500000000001 -2.3398499999999998 14.416000000000002 -2.9552499999999995 -0.13039499999999996 -1.20895 3.9332500000000006 0.42668000000000006 -1.0585499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 5 3 16 6 -2 24 8 -6 14 -7 13 -13 -12 -10 -16 17 -3 22 20 -20 -22 23 -1 -5 -18 28 -28 29 -27
right_child=1 2 -4 4 7 10 -8 -9 9 -11 11 12 -14 -15 15 -17 25 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.029855510303976318 0.20780460201203824 0.59095354775587727 0.0070887215504123954 0.11546989383980598 0.059524636052972646 0.044772803462892745 0.035251603080759135 -0.0040143025683285023 0.24362416313481083 -0.04837219009684296 -0.00033269032579626872 0.68374108419273849 -0.068172167481914653 -0.13027181105290572 -0.017859073517995993 0.20999793978799294 -0.048931391167608113 0.022260357774794102 0.061139266025438059 -0.022890615602421515 0.51763542012777186 -0.08190468500057857 -0.015371392929828987 -0.33236413995424907 -0.002726643499703829 0.021538464056186552 -0.026787331157607532 0.14518591048490478 -0.041107047881948161 0.20993514365657082
leaf_count=10314 273 33 61697 419 1178 6601 6268 21095 97 13429 2754 33 31 445 9141 119 9135 60 5026 1047 64 24 4746 45 59530 303 10826 234 327 358
internal_value=0 -0.0523033 -0.0873458 -0.193991 -0.120737 0.619195 0.0323246 -0.345671 -0.579284 -0.670779 0.521306 -0.235593 6.39066 -0.36816 -0.245011 -0.298618 -0.577116 4.48109 0.502683 1.02088 1.32362 7.08249 0.291322 0.56564 -0.0380107 -0.599323 -0.311728 -0.462977 1.3814 2.4715
internal_count=225652 204386 194249 132552 111276 10137 66217 45059 23964 22786 9864 3263 64 3199 9357 9260 21276 93 21266 6161 5114 88 15105 10359 59949 21183 12048 11060 988 661
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=0
split_feature=127 128 128 128 128 59 91 71 110 39 78 68 55 68 61 22 124 6 44 94 38 31 68 97 34 97 6 2 3 25
split_gain=6235.61 6278.1 5331.6 4451.23 4328.84 6191.38 4429.02 4042.5 2947.11 2944.72 2787.47 2702.12 3317.04 2761.66 2715.63 4028.16 2674.69 2559.12 2486.98 2468.09 4835.21 2427.71 2412.13 2432.66 2355.13 2337.57 3388.04 2305.62 2938.99 2592.11
threshold=0.52500000000000013 0.75000000000000011 -0.34999999999999992 -0.94999999999999984 0.25000000000000006 -0.82724999999999993 -0.72523499999999985 2.3735000000000004 3.4025500000000002 -0.64545999999999992 6.7081500000000007 -1.8597499999999998 -0.71910499999999988 -1.6351499999999997 6.1517500000000007 0.91550500000000012 7.5000000000000009 -0.27563999999999994 -0.97638999999999998 5.8281500000000008 0.45361000000000007 -1.0533499999999998 2.2655500000000006 30.930000000000003 -1.6158499999999998 -1.0842499999999997 0.25326500000000002 -1.9130499999999999 1.9750500000000002 -1.89835
decision_type=2 2 2 2 2 2 2 2 2 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 9 -2 5 7 21 -4 18 -1 16 12 25 -13 -15 -16 -6 -14 22 -18 -21 -7 23 -5 -3 -10 -27 28 -23 -29
right_child=1 24 4 8 10 6 -8 -9 11 -11 -12 13 17 14 15 -17 19 -19 -20 20 -22 27 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.022630106553787967 -0.049790175084939811 -0.067702109309359548 0.037093008620409283 0.02129544127682402 -0.00016571061313492549 0.3475573948649473 0.02185514453333506 0.10086838364176043 0.12306096512363869 0.0021040220340977503 -0.1878576163301077 -0.17621973641448141 0.39441524548189982 0.027755572667794489 0.59501760950628313 0.013552746675251163 0.02540672768402797 -0.082920765483253445 -0.010674287441513127 -0.051973524171373124 0.54664221147470404 0.13634807933190568 -0.041703003941355649 0.31488644959221429 -0.026492695334574663 0.32006468037330188 1.0076938581207526 0.022271713337285327 -0.12853421882217658 -0.059024337445533981
leaf_count=19661 4921 5145 10058 11290 50640 43 21834 3300 89 31018 189 161 35 3932 53 68 9664 142 34910 69 66 407 1642 71 10631 81 23 1291 141 4077
internal_value=0 -0.239915 0.115181 -0.0863998 0.24714 0.497465 0.228555 1.05697 -0.0011535 -0.149832 0.0772337 0.764858 3.35591 0.537357 0.698704 5.36488 0.0892243 0.229354 -0.0744404 0.567451 4.81366 -0.535574 0.298864 0.462604 -0.798645 6.22328 9.44273 -0.58999 1.36388 -0.789454
internal_count=225652 73194 152458 57418 101779 41151 27793 13358 52497 50679 60628 4584 370 4214 4053 121 60439 177 47913 9799 135 5959 13003 11361 15776 193 104 5916 548 5368
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=0
split_feature=129 127 128 126 59 128 90 129 4 112 55 103 54 44 37 63 82 15 84 111 128 60 101 73 27 12 1 58 61 25
split_gain=6150.08 5437.69 5501.31 5369.69 4549.64 4322.57 4274.46 3582.01 4048.77 3652.63 3235.34 3066.81 2871.62 3047.26 2842.18 2763.07 2668.76 3849.82 3526.07 2637.33 2571.76 2557.92 2542.65 2558.14 2450.23 2426.55 3507.94 3305.43 2822.9 2786.54
threshold=0.3000000000000001 0.52500000000000013 0.75000000000000011 1.3 -1.8465499999999999 -0.94999999999999984 -4.2537499999999993 1.5000000000000002 -1.2117499999999997 9.1509000000000018 -1.9984499999999998 1.2802500000000003 3.9287000000000005 0.38939000000000007 0.88425000000000009 628.95500000000004 -1.4910499999999998 5.4552500000000004 -0.90956999999999988 47.380500000000005 -0.34999999999999992 -0.76925999999999994 5.7300000000000013 -2.6342499999999993 -5.5694999999999988 -0.33916999999999992 9.7080500000000018 1.5623500000000001 -2.5458999999999992 -0.76189499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 7 -3 15 16 9 10 14 20 13 -10 -9 -6 17 24 -19 -11 -5 -21 -13 -24 -2 26 27 28 -8 -27
right_child=1 2 -4 11 6 -7 25 8 12 19 -12 22 -14 -15 -16 -17 -18 18 -20 21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.063223611386549486 0.089491185669894877 -0.050444100391467399 -0.038686586243570541 -0.040147457970578906 -0.052896308652283376 -0.00089318227440203556 0.018479085832649383 0.15953253931514921 0.038904615395347876 -0.046323397334527089 0.088063676781271749 0.00587273977261492 0.13844325322691084 -0.027260630498374488 0.4158518610981064 0.44572617869291992 -0.021632675172817504 0.088643311361884677 -0.083378989480772353 -0.03926314603951242 -0.00794145604194294 0.36468578783232114 0.46287443123650385 0.086017418017477865 0.0229455934818832 0.035219773125279276 0.16355527902928158 0.067783058635285637 -0.024426344607215829 0.0068164947288626562
leaf_count=3782 1990 4811 15563 11017 3594 51680 5004 500 6722 675 2359 9257 560 2348 138 28 4589 391 1251 72 14173 86 52 336 4537 10363 296 1298 16391 51789
internal_value=0 -0.0215542 -0.247294 0.0870153 0.191221 -0.102263 0.0831123 0.55723 0.917089 1.78676 2.30161 -0.256939 0.571209 0.435521 4.29949 -0.980834 0.17757 0.520367 -0.848326 -0.0656005 -0.440539 3.61216 0.222572 2.73048 0.86469 0.128374 -0.149209 -0.193822 -0.287827 0.231047
internal_count=225652 221870 72054 149816 114981 56491 88763 26218 13460 3830 2997 34835 9630 9070 638 3622 12758 8169 1642 833 25190 158 9645 388 6527 85141 22989 22693 21395 62152
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=0
split_feature=129 127 126 13 115 129 13 0 46 96 13 103 27 23 29 69 97 13 26 63 129 49 21 1 58 111 125 12 36 58
split_gain=5550.45 4907.51 4846.15 4279.32 3866.84 3595.2 4682.32 3279.69 3562.56 2823.1 2812.2 2767.8 2730.2 2648.73 2533.22 2524.36 2809.5 3663.35 2690.26 3218.23 2643.52 3233.11 2950.64 2628.57 2747.73 2772.56 2605.69 2521.84 2455.93 2609.42
threshold=0.3000000000000001 0.52500000000000013 1.3 -0.23829999999999998 1.0000000180025095e-35 1.5000000000000002 -2.9208499999999993 0.55249000000000004 -3.0520499999999995 -0.70294499999999993 -0.45307999999999993 1.2802500000000003 0.94735000000000003 4.1378500000000011 16.295500000000004 -1.5398499999999997 2.0367500000000005 -3.3074499999999998 -11.859499999999999 30.845000000000002 1.7000000000000004 -1.7688499999999998 -2.1475999999999993 -1.5040499999999997 -1.81185 4.4863500000000007 2.7500000000000004 -0.90290499999999996 -2.0474499999999995 1.5787500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 -3 -7 8 -5 -9 -6 -4 -10 14 -14 18 23 -18 19 -2 21 -20 -22 24 25 -17 -23 -15 -11 -30
right_child=1 5 11 7 10 6 -8 9 12 28 -12 -13 13 27 -16 16 17 -19 20 -21 22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.060062431003029729 0.17166669408015667 -0.025429054853925045 -0.02092560017697034 0.12792329364238075 -0.0087822310734473157 0.067027795378279756 -0.0065160018970056638 0.0064602472771658594 0.018749416674822727 0.10522494298716388 0.05607803938460957 0.010572162844919485 -0.0053954722825391432 -0.41144314544794502 0.40335776825484476 0.2074067091005988 0.27401127545163034 0.04149426274132282 -0.028725517123167135 -0.02663172445856303 -0.024155130919051714 0.025148380908284852 0.083267718729490695 -0.0042827443382615999 0.020290690659880289 0.022086828447632739 0.096861752061951467 -0.074751410321812969 -0.03713046544631881 0.082092115399036408
leaf_count=3782 775 28812 25190 619 14378 2285 40957 9095 21072 330 1891 9645 15067 61 38 453 176 4516 2345 278 752 7600 4263 12745 2723 364 1520 630 12814 476
internal_value=0 -0.0204765 0.0826645 0.18166 0.383902 -0.234929 -0.0525958 -0.00236502 0.179323 -0.302209 -0.0248661 -0.244092 0.139378 -0.174927 -0.0873432 0.556591 0.322522 1.00432 0.836639 2.38629 0.737624 0.472737 1.34319 0.126083 0.888398 2.49681 0.742012 -2.08948 -0.590293 -0.657207
internal_count=225652 221870 149816 114981 54779 72054 43242 60202 37487 22715 16269 34835 36868 15796 15105 38510 20977 4692 17533 1053 16480 11465 5015 16285 3540 817 9120 691 13620 13290
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=0
split_feature=129 128 128 10 127 7 128 71 50 76 78 129 66 110 48 11 94 76 55 1 79 9 37 112 50 101 92 80 83 129
split_gain=5009.28 4931.48 6952.09 4867.04 4724.77 3752.82 3479.26 3404.47 3194.23 3181.67 2882.99 2646.67 2591.56 2937.44 2486.55 2387.37 2372.34 2365.24 2314.24 2308.87 2286.37 2536.01 2410.06 3267.33 2384.55 2277.5 2267.68 2251.72 2434.35 2229.38
threshold=0.3000000000000001 -0.74999999999999989 0.45000000000000007 -3.6385499999999995 0.52500000000000013 -2.9552499999999995 -0.34999999999999992 2.3180500000000004 -1.7094499999999997 8.9542500000000018 -7.7383999999999995 1.9000000000000001 -1.2348499999999998 -1.0398499999999997 18.040500000000005 -2.1939499999999996 -6.6735999999999995 5.8416000000000006 -2.3353499999999996 0.021502500000000004 7.3911500000000006 -3.8715999999999995 0.72461500000000012 11.183000000000002 3.3163500000000004 -1.4529499999999997 3.0758500000000004 0.7559450000000002 -0.22255499999999998 1.9000000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 12 -4 15 14 20 9 -6 18 19 29 -14 27 -5 -9 -16 -2 -10 21 24 -22 -24 -8 -17 -27 -7 -29 -3
right_child=1 2 4 5 8 6 7 16 11 -11 -12 -13 13 -15 17 25 -18 -19 -20 -21 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.057059309378002604 0.68975171375842326 0.042278032299342114 0.00078817084967899463 0.3484123549830746 -0.062182330708411206 0.0019060948081270534 0.049480433039282484 0.31808293710742147 -0.043085085744277656 0.11821909286375121 -0.019049700520613128 0.015172590208283708 -0.1065177131369438 0.027600257570676735 -0.13551692972875037 -0.010897111567046021 0.035841811475270331 0.40564886757305696 0.12215722167203505 -0.0072003713422070653 -0.084912876616618879 0.0066491728290282888 -0.0014024251081745131 0.40654517596341533 0.25533072565283094 0.06506728053392874 0.22884958613508691 -0.016860191015429068 -0.089092731831888122 0.10740712187100908
leaf_count=3782 21 6759 43495 71 6472 21496 1627 75 9061 254 35085 5203 548 1601 524 905 10189 21 124 8871 1334 54527 664 53 154 1770 240 7721 1374 1631
internal_value=0 -0.0194527 0.0453202 0.200626 -0.19452 0.134242 0.101177 0.226972 -0.500815 -1.10739 -0.362604 -0.324466 0.847812 -0.132003 -0.176073 1.2389 0.758083 -2.29329 4.08721 -0.506657 0.133562 0.171338 -0.903541 0.575054 1.3456 1.09936 1.69247 -0.138353 -0.55545 1.09878
internal_count=225652 221870 186640 113284 73356 102745 99759 68623 29861 6726 35230 23135 10539 2149 31136 2986 10264 545 145 17932 58359 56308 2051 717 1781 2915 2010 30591 9095 8390
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=0
split_feature=110 13 121 129 5 22 37 64 29 10 119 0 78 0 92 19 9 43 128 39 46 71 13 38 107 14 36 85 20 128
split_gain=4806.44 4729.29 3511.07 3581.75 3021.38 3299.12 2999.33 2725.47 3227.83 4146.21 3367.88 2898.59 2755.02 2698.08 2677.87 2646.06 2687.27 2643.94 2630.86 2561.11 2860.49 2839.64 2529.98 2518.77 2454.6 2521.67 2373.73 2332.01 2322.32 2300.73
threshold=2.9898500000000006 -4.2280499999999988 1.0000000180025095e-35 0.3000000000000001 -3.2044499999999996 -1.53155 -1.9606499999999998 -1.2377499999999999 1.9167500000000002 1.82345 1.0000000180025095e-35 0.4287450000000001 2.9271500000000006 13.533500000000002 13.394500000000003 1.0000000180025095e-35 -4.3505499999999993 0.98038000000000014 -0.54999999999999993 -2.9955499999999993 -2.4674499999999995 2.3180500000000004 0.42384000000000005 -3.3157999999999999 1.4807500000000002 49.770500000000006 9.5233500000000024 -1.4513499999999999 -1.7808499999999998 0.8500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -3 5 6 -2 11 9 10 14 18 -11 29 19 -15 -17 -1 -5 -9 21 -21 -12 28 25 -16 -22 -20 -8 -6
right_child=4 2 -4 7 13 -7 23 8 -10 12 22 -13 -14 15 24 16 -18 -19 27 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.033041559453470946 -0.036687825696240545 0.058240324916367353 0.0062381778085270866 -0.0392311685479457 0.018339737079546996 0.026337271426238963 -0.033827408313751223 -0.052318588855073789 -0.052922627730871953 0.021793990114477788 0.021365633013788628 -0.039650649563053621 0.13776071952820265 0.046401475652397335 0.033730270482899088 0.6801925855047174 -0.0047936886903785529 0.14228126461298782 0.035870518247145614 0.0018532148740040466 -0.014988179908354436 0.10262193544244154 -0.013387857609811088 0.1471479725182149 0.5552019764482975 0.35302726007772217 0.12333627468309341 -0.0097456852732738172 0.50778683124404211 -0.036173024736972668
leaf_count=3366 191 1998 61096 5813 20628 1578 25 4102 3370 8748 15400 13156 544 91 980 45 21 663 3536 2150 52348 1036 7935 705 25 66 312 13493 95 2136
internal_value=0 -0.0521106 -0.0741442 -0.164154 0.40875 1.43166 2.83713 -0.184117 -0.0969222 -0.06232 -0.132157 -0.419109 0.571665 0.292986 -0.255722 4.42427 9.24485 1.02035 -0.203757 -0.283723 -0.227705 0.692409 0.190956 3.66384 1.31159 1.07754 -0.283373 -0.00547346 7.89901 0.264494
internal_count=225652 200137 196108 135012 25515 2594 1016 133014 97016 93646 84354 35998 9292 22921 61019 157 66 4029 22842 59948 55846 3186 23335 825 1071 1046 52660 17029 120 22764
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=0
split_feature=128 128 128 58 74 129 2 14 129 110 91 26 29 59 81 127 126 14 10 68 16 9 100 66 1 94 86 6 64 60
split_gain=4551.92 6073.27 5269.92 5589.14 3354.65 3454.36 3192.09 3105.59 3041.07 2810.2 2735.67 2696.8 2661.97 2573.86 2563.57 2540.3 2858.84 2539.87 2502.77 2501.96 3018.51 2411.53 2407.39 2605.45 2383.32 2377.64 2369.39 2366.16 2720.56 2356.12
threshold=0.8500000000000002 -0.34999999999999992 0.25000000000000006 -2.0223499999999999 -0.7855049999999999 1.1000000000000003 -2.0723499999999997 11.374500000000003 1.9000000000000001 1.0466500000000003 -0.75268999999999986 0.30493000000000009 1.0057500000000001 -3.1136999999999992 -1.8369499999999996 0.37500000000000006 0.50000000000000011 1.66795 1.7235500000000001 -0.27315499999999998 -0.91220499999999982 -2.2911499999999996 -1.2709499999999998 0.28845500000000007 -1.38615 -6.1071499999999999 2.1094500000000003 -2.6885499999999998 -1.6507499999999997 2.2425000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 13 21 -5 15 11 24 14 18 22 -3 27 16 -2 -16 -4 -18 -21 -6 -12 25 -10 -24 -17 -8 -29 -7
right_child=7 2 8 6 5 29 10 -9 9 -11 12 -13 -14 -15 17 26 19 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0092325889270193744 0.046326787163675207 0.058236109950791072 0.0008336311566048371 0.056872840824283913 -0.069842339591599828 0.12786159255333032 0.54621510152463559 -0.081011404990638247 0.046077410903040121 0.050209584914323785 0.062734188319376091 -0.016844339014313755 -0.0020347494992373821 0.00024830795468142334 -0.039962606440745257 -0.020218958018780351 -0.052848360611946567 0.021196008491042619 0.055720626887267921 0.092756202661536225 -0.015795714183898701 0.080924074978039079 0.31439658533781767 -0.030900347825604808 -0.0058517811608897775 0.026129384420912491 -0.07902233687481236 0.60961478027430449 0.041101673646629908 -0.013525033743923255
leaf_count=72483 2843 4123 29367 3658 508 2823 27 1984 2858 5008 3886 26809 12754 3571 6088 10075 2476 2354 2235 883 2331 555 72 2261 9738 10983 2064 22 484 329
internal_value=0 0.0474488 0.176351 0.413671 1.01928 1.73635 0.244326 -0.425138 0.00620697 0.370546 0.160407 -0.103598 0.305504 0.626447 -0.323887 -0.310439 0.107672 -0.458178 0.0943085 -0.301471 0.280547 0.177478 0.562185 0.360093 0.118616 0.560137 -0.604346 1.8031 1.31639 2.26208
internal_count=225652 202996 130513 54498 11909 4215 42589 22656 76015 17604 38931 58411 29956 7694 8975 20672 8533 8442 31602 5690 3214 1063 17202 13316 12596 11055 12139 533 506 3152
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=0
split_feature=11 54 88 16 64 105 20 49 16 28 42 129 110 70 46 121 115 129 44 57 54 44 71 108 93 76 14 128 91 65
split_gain=4277.21 3681.73 3678.62 3133.15 2901.69 2683.91 2891.56 2673.38 3023.54 2716.59 2570.18 2536.83 3481.79 2706.9 2506.09 2535.53 3331.56 4293.26 3798.93 3776.09 3403.08 3044.1 2744.41 2654.9 2710.16 2643.49 2541.23 2515.35 2499.46 2467.69
threshold=-0.39423999999999998 -0.8989649999999999 -1.4961499999999999 3.4459000000000004 -1.3418499999999998 -2.5930499999999994 0.80304500000000012 -2.0488499999999994 1.9987000000000001 -1.3563499999999997 -0.020271999999999995 1.9000000000000001 3.4834500000000004 -5.1985499999999991 -2.9779499999999994 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 2.6676500000000005 -2.0690499999999994 1.6959500000000001 -1.0375499999999998 3.5583500000000003 -1.8871999999999998 23.130500000000001 -2.5070499999999996 9.9576000000000011 0.35000000000000003 -1.9390499999999997 9.2366500000000027
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 11 6 -6 9 -9 -1 -5 13 -13 -4 -2 16 17 25 23 22 -20 28 -19 -18 -25 -16 -23 -27 -21 -30
right_child=3 -3 4 10 5 -7 -8 8 -10 -11 -12 12 -14 -15 15 -17 18 19 20 21 -22 26 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.086227861353259674 0.04892900634551825 -0.00032697423764306262 0.10055352497513688 -0.085231149540618167 -0.040009814205869527 0.028058306914928763 0.088301901673066632 0.03622373150356413 0.10192202866356155 0.018026315318420163 -0.017684078084255136 0.019038592802030824 0.40516311242932179 -0.049470022685817176 0.03433647839482299 0.0069973334800569305 -0.061737699020707353 0.021216212533161607 0.0045580202849861478 -0.12652333086788542 0.061202907980359704 -0.017575076866382187 0.1549989115107743 -0.0032225407210060425 -0.19741814647343278 -0.030309691907326311 -0.074199088358235632 -0.074527423479534172 0.024505816167967848 0.22253172018724246
leaf_count=719 2156 61388 321 2141 3047 11705 513 12793 2029 4772 4115 1361 61 4748 1069 29964 2222 4089 7362 263 4144 19946 423 24307 181 8358 2200 5228 3863 164
internal_value=0 0.149626 0.377506 -0.126682 0.0917742 0.32992 -0.430399 0.683536 0.904345 0.0875023 -0.816016 -0.468278 0.712046 -0.799392 -0.0894856 -0.109724 -0.198977 -0.381483 0.0188072 -0.170342 0.499185 -0.31465 0.675167 -0.188127 -0.0931583 -0.827366 -0.464003 -0.9465 0.456343 0.651409
internal_count=225652 103457 42069 122195 21756 15265 3560 20313 14822 5491 6256 6491 1422 5069 115939 113783 83819 45603 38216 30948 11506 26436 4512 26710 24488 14655 22146 13586 4290 4027
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=0
split_feature=129 128 128 10 127 7 51 97 65 52 78 57 129 27 40 16 107 57 100 5 9 66 110 4 60 87 76 65 107 42
split_gain=4135.29 4083.43 5643.29 4166.58 3973.93 3205.59 2935.68 2818.2 2610.75 2937.83 2572.09 2512.25 2775.31 2492.31 2476.48 2438.27 2315.74 4092.53 2653.65 2520.93 2397.77 2293.37 2627.89 2285.22 3115.61 2919.28 2725.92 2374.07 2424.59 3132.7
threshold=0.3000000000000001 -0.74999999999999989 0.45000000000000007 -3.6385499999999995 0.52500000000000013 -2.9552499999999995 -1.35605 1.6952500000000004 -1.6325499999999999 -2.0239499999999997 -7.7383999999999995 -7.5439999999999996 1.1000000000000003 -0.88907499999999995 3.2348500000000002 1.9364500000000002 -0.31450499999999998 -0.64175999999999989 2.6366000000000001 -1.6171499999999999 0.10327500000000002 -1.2348499999999998 -1.0398499999999997 0.041832500000000009 -1.1040499999999998 6.0139000000000005 13.015500000000001 -1.40655 1.8641500000000002 1.1159500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 21 -4 -5 14 8 9 -7 -2 12 -8 -14 23 -11 18 -18 20 -19 -10 -3 -23 24 -6 -25 27 -26 29 -29
right_child=1 2 4 5 6 7 11 -9 16 15 -12 -13 13 -15 -16 -17 17 19 -20 -21 -22 22 -24 25 26 -27 -28 28 -30 -31
leaf_value=0.051843233354818642 0.19365545848191812 0.050804327407752474 0.0009015461933780727 0.057036010721262999 0.038917393280637334 -0.061669447807021174 -0.050806346582384566 0.019579139073231971 -0.01334995220700849 0.011535989569649347 -0.017364978818410187 -0.012361350958915392 0.10516095814243374 0.64541153691031727 0.0047513712316637584 0.058917008237204332 0.061422399030082543 0.023474790746907444 0.12600626090406292 -0.010571151847417654 -0.057968367374961832 -0.10159244041849119 0.025261999743447863 -0.072775248918011154 -0.10304964416423593 0.36125146318704654 0.23325342426515433 -0.039390339564654708 -0.13510999606088411 0.074974385979676664
leaf_count=3782 145 8390 43495 2986 1405 1191 343 23548 16708 16901 35085 13100 720 22 2818 3235 2672 6985 310 24536 3673 548 1601 5858 1475 39 87 2756 473 765
internal_value=0 -0.0176744 0.0412665 0.181192 -0.174821 0.11977 -0.455726 0.0892108 -0.0042174 0.292697 -0.329929 -0.126113 1.33619 2.42358 -0.753989 0.382962 -0.119594 0.0401944 -0.383652 -0.0605326 -0.427819 0.779998 -0.141724 -0.940063 -0.55204 -1.3981 -0.888469 -0.976813 -0.576422 -0.290851
internal_count=225652 221870 186640 113284 73356 102745 29861 99759 76211 21327 35230 14185 1085 742 15676 20136 54884 34193 20691 31521 20381 10539 2149 12858 6961 5897 5556 5469 3994 3521
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=0
split_feature=102 128 128 128 59 90 12 103 101 129 115 44 33 6 2 28 21 25 26 81 14 129 7 46 93 74 6 6 35 92
split_gain=4044.37 3884.82 5242.95 4346.71 4004.27 3645.95 3585.18 3225.11 3202.41 3043.28 2936.15 2892.27 2968.74 4074.87 2916.61 2894.49 2856.85 2691.79 2677.01 2645.9 2639.78 2621.96 2585.99 2535.16 2778.04 2504.9 2809.75 2477.91 2414.8 2414.66
threshold=-4.8276999999999992 0.8500000000000002 -0.34999999999999992 0.25000000000000006 -0.56134499999999987 -0.24272999999999997 1.6354500000000003 3.9351500000000006 -1.9682499999999996 1.7000000000000004 1.0000000180025095e-35 0.36894500000000002 3.7854000000000005 1.6510500000000004 -0.6339999999999999 0.72985500000000014 -0.31671999999999995 -8.0713499999999971 1.8974500000000003 0.99946000000000013 11.374500000000003 1.9000000000000001 -2.9552499999999995 -2.9113499999999997 -8.4567499999999978 0.98400500000000013 0.44894500000000009 -1.9579499999999996 -0.94430499999999984 -2.4371999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 9 6 7 22 -1 -4 11 15 14 -14 -13 18 29 -18 -11 -9 -3 -5 -6 24 -23 -7 -27 -20 -16 -17
right_child=1 20 3 21 5 25 -8 19 -10 10 -12 12 13 -15 28 16 17 -19 27 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.11110584913533478 -0.0093690864757684303 -0.015143142600098927 0.021245948797255193 -0.0054011924039114312 0.17564118068295126 0.03389221363777617 0.14633765302404214 0.1070195256428824 0.00043863357174434242 0.06854020289265636 0.008376774084190788 0.090059939360168456 0.09115546039961786 0.65603687182450909 -0.12935736507607196 0.34995268845414546 0.62729807584843744 0.2278063597062194 0.81339795305615381 0.65577741551399238 -0.075745980799349438 -0.24561653110114012 -0.029579220053277816 0.01357792126530534 0.17206563935414598 0.023714050020966999 -0.026540656210109294 0.20391594804363489 0.054061527710652701 0.058012855717021486
leaf_count=1458 71628 20449 12221 57704 156 12780 326 181 1185 2750 1880 480 176 39 520 83 47 410 21 25 1970 44 9602 16977 418 6311 4973 81 274 483
internal_value=0 -0.0145745 0.0295498 0.150038 0.366971 0.16165 -0.336538 -0.443305 1.22975 0.729344 1.24292 1.61983 0.435253 3.87245 -0.144807 2.07501 3.51808 5.37784 1.55739 3.47233 -0.409369 -0.00533429 -0.525968 0.334456 2.64573 0.37468 0.0313234 6.58795 -1.32123 2.01648
internal_count=225652 223009 200590 128962 53819 34354 10290 9964 2643 19465 7244 5364 1489 215 1274 3875 1023 457 2852 206 22419 75143 9758 17439 462 24064 11284 102 794 566
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=110 2 13 127 126 0 99 12 100 5 0 27 0 9 33 34 12 71 94 5 22 50 42 1 12 26 40 8 129 0
split_gain=3894.65 4173.12 3862.08 3340.25 3924.49 3172.66 3796.18 3110.27 3048.02 3287.69 2954.3 2882.58 2987.91 3771.46 2875.74 2940.35 2732.36 2724.7 2720.17 2695.02 2648.1 2550.06 2461.52 2829.43 2375.53 3018.33 2340.99 2338.29 2328.67 2454.8
threshold=2.9898500000000006 -1.8496499999999998 -4.2280499999999988 0.52500000000000013 1.3 0.19800500000000001 -1.4262499999999998 1.01875 2.7716500000000006 1.4669500000000004 13.533500000000002 1.6771500000000004 -2.7428999999999992 -7.7177499999999997 -1.5245499999999998 -1.0470499999999998 0.97146500000000013 4.1377000000000015 1.3748500000000001 2.6364500000000004 -2.3847499999999995 -0.74439499999999981 0.92469500000000016 -2.4977999999999994 0.92535500000000015 0.46274000000000004 1.2831500000000002 16.991500000000006 1.5000000000000002 6.8791000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 22 4 5 6 11 16 -8 14 27 12 13 -4 -10 18 17 -7 -16 21 -13 -14 -1 -24 -6 -26 -17 -3 29 -5
right_child=1 10 3 28 24 7 8 -9 9 -11 -12 20 19 -15 15 26 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.029318861966096666 0.060643107804436082 0.0046999520921142211 0.41650462788204817 -0.027292617847688078 -0.024763652943674164 -0.014015695335281825 -0.0069939006867606041 0.015771590591644988 -0.18556493296435006 0.63365208799088446 0.23131203842726916 -0.17779188822023573 0.046283911297647654 -0.059601823985764107 0.37006694839134086 -0.0071841441307878553 -0.12025895009375787 0.050926007162061596 -0.25248947758227586 0.53229302598370454 -0.0043263620169812084 0.016517752045710696 0.45489060287437744 0.10162192120999758 0.048858144034334444 -0.011211672881997412 0.23554012801299115 0.1243160901667117 -0.0050084433789252501 0.06149410424564053
leaf_count=3401 4756 20194 43 24547 19792 29410 19653 14111 95 27 148 232 15562 1273 143 411 577 1709 20 27 4258 13383 63 565 2818 8108 131 417 38974 804
internal_value=0 0.367943 -0.0469082 -0.0668194 0.024361 0.1195 0.280817 -0.0751001 -0.0607406 1.8199 0.174368 0.481952 0.5928 -0.880903 1.4536 2.14958 -0.248964 -0.208984 5.87359 0.65974 -0.265788 0.650425 0.922253 2.74123 -0.288654 0.085627 1.02963 0.1424 -0.253621 -0.489535
internal_count=225652 25515 200137 196108 131783 101065 55258 45807 20480 827 20759 34778 30288 1316 800 705 31696 31119 163 28972 4490 28945 4029 628 30718 10926 542 20611 64325 25351
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=0
split_feature=129 121 102 129 70 59 4 110 29 12 49 86 111 24 80 63 1 119 12 48 21 22 15 90 85 101 97 83 62 29
split_gain=3712.51 3503.83 3453.77 3002.57 3099.01 3497.05 2839.78 2620.14 3409.36 3847.26 4141.57 3388.92 3067.64 2575.12 2556.69 3906.53 3350.32 2684.06 2915.41 2719.97 2677.16 2784.87 2412.11 2931.33 2398.22 2307.05 2279.97 2246.17 2313.8 2432.76
threshold=0.3000000000000001 1.0000000180025095e-35 -4.8276999999999992 1.7000000000000004 -3.2342499999999998 -3.6170999999999993 -0.86471999999999982 -0.67517499999999986 1.3829500000000003 -0.49359999999999998 -1.4779499999999997 -10.339999999999998 1.2156500000000003 -1.58185 -2.6769999999999992 -1.1167999999999998 6.2903000000000011 1.0000000180025095e-35 -0.15369999999999998 1.8268500000000001 1.7195500000000001 2.7582500000000008 -2.1952499999999993 -0.38542499999999996 17.802000000000003 -1.9682499999999996 1.3628500000000001 -0.39768999999999993 -0.17463499999999996 -2.3536499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 -3 5 -5 7 8 9 10 12 -9 13 -4 -8 -16 17 18 -17 -20 -18 -22 23 -6 -23 -2 -24 -19 -29 -30
right_child=1 3 6 4 22 -7 14 11 -10 -11 -12 -13 -14 -15 15 16 20 27 19 -21 21 24 26 -25 -26 -27 -28 28 29 -31
leaf_value=0.049121627928088413 0.11554427746230028 -0.001170629631056591 0.1096666772506739 0.28449061271183346 0.58259470989306772 0.059687330282213971 0.013477159157532252 0.39683719612004464 -0.062838772846553093 0.0144614833895199 -0.075275499352537134 0.010983611071145562 0.041847870522985282 -0.23247192175544087 -0.031679976242066428 -0.029807641692296862 0.058837863000645856 0.012830813156962337 0.0063388245429911632 -0.032406170720369672 -0.08765906653998301 0.047843950846833877 0.0044120739878040953 0.079920487222048128 0.52126253157854074 0.00015165826041371592 0.034715876071060719 0.025945071172276419 0.10029645817084883 -0.10836496254153874
leaf_count=3782 982 36967 76 196 30 1474 9707 57 2773 10581 3049 34393 1732 199 22258 22049 3132 15412 16506 6243 714 247 20412 872 30 775 8919 776 159 1150
internal_value=0 -0.0167466 -0.101059 0.17056 0.395322 1.72143 -0.117253 0.0696869 -0.234869 -0.0536481 -0.771209 0.232441 0.344328 -2.75835 -0.217693 -0.271029 -0.149524 -0.207305 -0.337029 -0.085879 0.723487 -0.709046 0.322071 1.93278 1.98233 1.29291 0.272538 0.124832 -0.849297 -1.66039
internal_count=225652 221870 153000 68870 31903 1670 151243 52860 18410 15637 5056 34450 2007 275 98383 88676 66418 62295 44798 22749 4123 991 30233 902 277 1757 29331 17497 2085 1309
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=0
split_feature=128 128 110 128 46 89 59 8 58 60 17 58 41 14 74 61 97 123 124 31 54 5 92 16 7 97 59 22 58 51
split_gain=3419.2 4733.76 4053.96 3366.96 2728.8 2826.09 2627.1 3688.16 4175.69 3635.27 3252.4 2617.61 3291.73 2525.69 2489.22 2718.32 2405.65 2363.34 2358.43 2742.85 2476.6 2859.02 2561.93 2390.33 2774.77 2361.57 2332.65 2469.47 2671.35 2458.25
threshold=0.8500000000000002 -0.34999999999999992 2.9898500000000006 0.25000000000000006 -2.7738499999999995 0.86919500000000005 -0.82724999999999993 -0.15120499999999998 1.1478500000000003 0.72484500000000007 -1.2871499999999998 0.21908000000000002 0.39242500000000008 11.374500000000003 0.25984500000000005 -1.3978499999999998 -1.5931499999999998 0.75000000000000011 7.5000000000000009 1.88365 3.8270500000000003 -2.6393 18.352000000000004 1.9658500000000003 5.3328500000000014 0.86102500000000015 -3.2728499999999996 -3.2222499999999994 1.9016500000000003 10.877500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 14 17 8 -8 10 -10 12 -9 -2 15 -5 -17 -3 25 20 22 -22 -20 24 -23 -6 -4 -28 -29 -30
right_child=13 2 26 4 18 -7 7 11 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 21 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0081894462053454017 -0.01325130466437585 0.041066988973959072 0.062918232770780555 -0.0088824838308655483 -0.016381957145570555 0.11850612204228211 -0.030648029357915458 0.089628582057873024 0.40647196706517469 -0.042212252858534589 0.10252835684939721 0.0099705366788990606 -0.0033467127346637846 -0.072310737164990577 -0.096158994709686293 -0.10855725646784931 0.14710032677788593 -0.015518187056978952 0.021823505912250084 -0.030257599916326233 0.71970945085797999 0.016474538110196592 0.35256708926063474 0.37756965604342829 0.58746643455132197 0.0059629750665338337 0.10989783867838586 0.0006293198754691524 0.058807255955313324 0.39573873510318147
leaf_count=72483 20672 12267 4408 1225 36262 880 8375 2488 112 341 411 20484 1542 1984 424 107 657 2172 7672 2394 21 284 59 73 23 17546 703 7901 1626 56
internal_value=0 0.0411235 0.154926 0.0921498 -0.0517818 0.83609 0.294127 0.141418 -0.397029 1.69606 3.35235 0.344352 1.08107 -0.368464 0.276642 0.745583 2.2259 0.651102 -0.0972284 0.335667 0.612637 3.03576 0.486952 2.40806 1.18505 -0.181912 0.649729 0.388902 0.256192 1.4005
internal_count=225652 202996 130513 115819 67627 3293 48192 33753 9239 864 523 24514 4030 22656 2413 1989 764 14439 64334 10526 8132 401 7731 380 307 53808 14694 10286 9583 1682
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=0
split_feature=129 128 128 110 2 6 0 88 8 25 13 63 85 99 103 9 73 38 104 26 26 15 48 19 9 6 55 30 26 107
split_gain=3332.73 3274.77 3443.2 3454.28 3133.21 2667.26 2636.36 2635.16 3128.54 4779.23 2507.38 2464.72 2819.31 2414.48 3452.35 2410.69 3254 2342.65 2326.4 2340.91 2251.57 2544.54 2374.92 2184.91 2429.46 2184.5 2470.75 2275.1 2566.99 2341.21
threshold=0.3000000000000001 -0.94999999999999984 0.8500000000000002 2.9898500000000006 -1.8496499999999998 -5.0652499999999989 13.533500000000002 -1.5000499999999997 -0.75223999999999991 -0.76189499999999988 -3.6612499999999994 3.3847500000000004 10.330500000000002 -1.8596999999999999 -5.0032999999999985 -0.26256999999999991 -2.4546499999999996 -2.2372499999999995 -1.5169499999999998 0.94846500000000011 -12.690999999999997 -1.6763499999999996 0.24846500000000002 0.11042 -6.3613999999999988 1.8086500000000003 -1.7142499999999996 1.7753500000000002 1.0053500000000002 -0.10912999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -6 13 11 -10 -11 12 -9 14 -7 -13 -17 -12 19 -15 21 -16 -23 -8 -25 26 -4 28 -27 -29
right_child=1 2 25 4 6 7 23 8 9 10 17 15 -14 18 20 16 -18 -19 -20 -21 -22 22 -24 24 -26 27 -28 29 -30 -31
leaf_value=0.046541320263857044 -0.026750454349201192 0.052518911036244037 0.0095060661249030086 0.062229024806688508 0.011006155526402342 -0.13541141260994247 0.064147431202031466 -0.028060577904410591 0.0295128466479215 0.087120585638789064 -0.033211472388899065 0.0026340897970758932 0.31513277573821447 0.087144889860933064 -0.18746460887669314 0.43139247523668489 0.012280920866811484 -0.0029980106505026823 0.013389474923185896 -0.044634866949094611 0.0028507218366389197 0.16483474264062378 0.035828345348916511 0.81690786381562563 0.13974378504432167 0.022025847587313074 -0.035511507095864314 -0.015388068047505392 -0.073386604376078995 0.16001727275129518
leaf_count=3782 11520 2421 3896 3918 17100 444 74 22697 11489 712 7495 6158 60 2440 99 78 114 44554 5636 391 60370 502 1233 27 26 2661 14002 316 959 478
internal_value=0 -0.0158669 0.0125644 0.0566358 0.437413 0.00839202 0.253836 -0.00694584 -0.117421 0.00579287 -0.121477 -0.3894 -0.543115 0.138082 0.0703422 0.161478 3.6509 -0.146974 0.639292 1.37889 0.0901751 1.18173 1.46309 4.79319 9.69428 -0.358854 -0.514243 0.271222 -0.0650109 1.80417
internal_count=225652 221870 210350 188038 21145 166893 17227 164472 93357 64250 52761 29107 22757 71115 62648 6350 192 52049 8467 2831 62204 1834 1735 127 53 22312 17898 4414 3620 794
shrinkage=0.05


Tree=56
num_leaves=31
num_cat=0
split_feature=57 106 129 7 93 127 57 103 111 106 100 110 58 47 70 80 103 12 58 27 53 91 21 68 55 37 122 69 54 28
split_gain=3254.7 7307.81 4860.72 3651.6 3457.19 3156.39 2952.51 3697.21 2893.53 2864.37 2854.34 2771.45 2930.67 2771.16 2692.22 2668.19 3729.33 2779 2616.14 3306.17 2685.56 2532.26 2414.45 2342.34 2337.63 2247.58 2246.08 2348.36 2334.15 2423.3
threshold=-3.0302499999999992 -2.0422499999999997 1.9000000000000001 -2.2798499999999993 -6.1939999999999991 0.67500000000000016 -0.78662499999999991 -4.2682499999999992 -1.11635 0.49659000000000003 5.7625500000000009 -0.65240499999999979 -1.20895 5.0489500000000005 1.48865 5.2961000000000009 3.8372500000000005 -8.6580999999999992 1.6288500000000001 0.92088500000000006 0.15829000000000001 -2.9951499999999993 -0.80942999999999998 -1.9883499999999998 3.8607500000000003 20.823500000000006 1.5000000000000002 4.3520500000000011 4.1548000000000007 -1.0541499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 9 -4 -5 6 7 13 26 -1 -9 21 15 -3 -7 -13 17 -17 19 -10 -21 -2 -6 -12 25 -11 27 -8 -29 -30
right_child=1 5 3 4 22 14 8 10 18 24 23 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0014402016714819175 -0.073087561041810065 0.15370389760033862 0.17670669020269583 -0.0049760628746015473 0.025954633648578501 -0.005948039773697949 0.0091134382158171382 0.01230168342036092 -0.00089904780985553597 0.055557296668403144 0.62906543850898755 -0.056253440603198458 0.014329153845903797 -0.39329446852207184 -0.042763396758601253 -0.08398707385370538 0.67324189932450007 0.11300818663930484 0.025113898290843619 -0.040852137091354546 -0.0053353638915065995 -0.02308713686006203 0.11597603156382078 0.083248755593693713 0.34410077228077823 -0.46418469860440209 -0.019085096498479504 0.033708625533616872 0.3449394271093405 0.085947589158237761
leaf_count=28661 5376 657 562 2210 1308 20130 38421 22458 40301 2193 20 4058 5039 24 6592 319 23 408 6042 12039 9540 4787 1730 1143 70 21 6017 5000 118 385
internal_value=0 -0.0529763 0.272264 1.11153 0.852096 0.0147265 0.0739965 0.391367 0.00855834 0.11469 0.325139 -0.624396 -0.246312 2.68853 -0.300599 -0.80481 0.928001 0.531375 -0.125795 -0.18712 -0.503006 -0.990725 1.54435 1.8527 1.19244 1.01255 0.191285 0.269777 0.880741 2.9341
internal_count=225652 188897 36755 5810 5248 168887 142165 24302 117863 30945 23621 20010 9847 681 26722 4808 750 727 67922 61880 21579 10163 3038 1163 2284 2214 49941 43924 5503 503
shrinkage=0.05


Tree=57
num_leaves=31
num_cat=0
split_feature=102 123 59 129 106 25 114 70 98 11 46 0 22 31 115 76 74 124 50 121 15 94 88 34 99 12 9 1 128 84
split_gain=3160.15 2996.18 3500.76 3442.38 3417.86 3132.4 3486.02 4158.64 3013.57 2980.43 3536.46 3536.11 2964.38 2814.91 2813.01 3875.13 4033.01 3443.91 3833.84 3337.27 2797.77 2792.85 2784.64 2782.25 3652.56 2763.14 2752.84 2671.2 2638.63 2612.43
threshold=-4.8276999999999992 0.8500000000000002 -3.2728499999999996 1.9000000000000001 -2.6353499999999994 -0.79293999999999987 1.0000000180025095e-35 -1.3580499999999998 -1.5321499999999999 -0.55185499999999987 -3.6987499999999995 0.83898500000000009 5.6115000000000004 -0.15416499999999997 1.0000000180025095e-35 -1.5129499999999998 48.622500000000009 7.5000000000000009 -1.43665 2.5000000000000004 18.616000000000003 -6.6735999999999995 -1.3150499999999996 -1.2532499999999998 8.4391500000000015 0.40029000000000009 -2.9663499999999998 8.8575000000000017 -0.84999999999999998 -2.2852999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -4 25 8 -8 21 11 13 22 -3 -11 15 16 17 19 -19 -5 -9 -7 -2 24 -17 28 -27 -25 -6 -13
right_child=1 12 4 14 5 6 7 20 -10 10 -12 29 -14 -15 -16 23 -18 18 -20 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.054352151322792731 0.05634594872878243 -0.024129511496550193 -0.020383132195879065 0.13743240384755653 -0.044220402507884296 0.19687259603564333 0.011645605144489021 -0.033433713630006724 -0.0054530926127340238 0.12433071666217239 -0.018637666425538359 -0.14137165167639246 0.15148859929949901 0.82792652164186764 -0.0085555962520436606 0.086274893760391755 0.78002475655078896 0.62997863975572677 0.17341870846043173 -0.12329945732165 -0.13847570032415904 0.011756324799007595 0.0017967615055254722 -0.021260581921610913 0.69742525529861454 0.39078992174731364 0.032917012216229405 0.31723757891831772 0.010051045909140686 -0.00054862444668231651
leaf_count=2643 7229 15801 21549 799 2492 205 5961 12085 67116 44 8093 348 244 21 1300 1107 25 68 142 145 669 33425 3459 1308 25 54 10979 61 22115 6140
internal_value=0 -0.0128831 0.0193903 0.333347 -0.0344861 0.0173612 -0.0602612 -0.456604 0.0133652 0.18394 -0.313748 0.420324 -0.429177 7.03293 1.0934 1.5401 3.03469 2.76246 6.42514 1.94767 -0.778872 0.257695 0.77384 0.835543 1.99544 0.277542 0.693372 -0.123555 0.0910974 -0.16204
internal_count=225652 223009 206964 30314 176650 155101 119461 18715 100746 25334 8158 17176 16045 65 4980 3680 1179 1154 210 944 12754 33630 10688 2501 1132 35640 11033 1369 24607 6488
shrinkage=0.05


Tree=58
num_leaves=31
num_cat=0
split_feature=129 113 102 78 52 129 70 10 82 38 128 128 100 6 8 5 5 96 51 87 82 4 92 78 18 4 44 94 87 13
split_gain=2949.63 3020.98 2745.87 2716.97 4078.84 2658.5 2761.23 3393.25 2641.54 3287.66 2638.32 3028.56 2928.31 2892.37 2461.99 2439.5 2363.81 2298.09 2256.24 2246.35 2221.12 2307.16 2723.77 2172.41 2453.39 2164.23 3080.35 2254.3 3687.12 2161.8
threshold=0.3000000000000001 1.0000000180025095e-35 -4.8276999999999992 -7.7383999999999995 0.99450000000000005 1.7000000000000004 -3.2342499999999998 -1.9465499999999998 -1.0794499999999998 -0.68360499999999991 -0.74999999999999989 0.55000000000000016 5.0314500000000004 -2.8382499999999995 6.3333000000000004 -3.5241499999999992 -2.2515499999999995 31.896500000000003 9.7706000000000017 -3.5034999999999994 32.794000000000004 -2.8937499999999994 -2.9805999999999995 0.58735500000000018 3.1202500000000004 -1.2467499999999998 -0.74221499999999996 -1.8771499999999997 0.19678500000000002 -3.9096999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 -4 -3 7 8 -7 -10 -5 12 13 25 20 -14 -16 -2 19 -18 21 -15 -23 24 -17 26 27 28 -12 -8
right_child=1 5 3 10 -6 6 29 -9 9 -11 11 -13 15 14 16 23 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.043784750814388623 0.049697308575005636 -0.0011762798369950168 -0.016465154129284374 -0.021170719718361874 0.24312019090467288 0.076915693994034348 0.13932984759352296 0.047760098824229935 0.54073959182839371 0.061952660273421889 0.74743974444113281 -0.013891158849393962 0.16871975411873172 -0.074763833088192205 -0.054962152651357427 0.062353172605780272 0.49861198198050261 0.47732893377542496 0.44960298134220972 0.072224362554928562 -0.075341800002634907 0.028846603056897371 -0.0055976760149424589 -0.0069209501924177661 -0.070549304664193332 0.011353710252817374 0.019831593237122854 0.10887916968579524 0.15810022607276386 0.013628604593920257
leaf_count=3782 1725 36967 338 23578 274 142 346 1370 103 55 38 42275 316 1118 309 3720 32 32 45 890 1094 6339 60691 2843 383 4778 1263 831 88 29887
internal_value=0 -0.0149271 -0.0932148 -0.107654 1.99509 0.158995 0.370488 1.62224 4.66837 7.48147 -0.116197 -0.0591851 0.0498399 -0.00704533 -0.0678963 0.657044 1.30853 1.14971 2.07792 1.74046 -0.0932613 -0.0705687 -0.0468059 0.533421 0.998944 0.606143 1.42199 2.77522 6.71675 0.301344
internal_count=225652 221870 153000 151243 612 68870 31903 1670 300 158 150631 127053 84778 77516 70518 7262 1276 1757 967 922 69242 68148 67030 6946 4103 6998 2220 957 126 30233
shrinkage=0.05


Tree=59
num_leaves=31
num_cat=0
split_feature=57 106 129 93 127 83 67 16 92 60 44 87 35 102 67 110 128 126 3 31 106 94 40 9 15 3 80 1 29 106
split_gain=2818.28 6331.52 4161.85 3215.45 2786.93 2762.49 2668.65 2900.78 2852.34 2814.29 2569.99 2558.66 2867.36 2862.77 2446.18 3386.89 3029.42 2433.73 2418.97 2341.32 2313.4 3887.69 2313.39 2609.07 2309.46 2307.5 2837.13 2502.62 2456.42 3390.74
threshold=-3.0302499999999992 -2.0422499999999997 1.9000000000000001 -6.1939999999999991 0.67500000000000016 -0.38844499999999998 -1.4135499999999996 0.28423000000000004 13.394500000000003 0.53217500000000018 -1.2680499999999999 1.0325500000000003 10.608000000000002 -5.7948999999999993 -1.5198999999999998 -0.20831499999999997 0.45000000000000007 1.3 6.6941500000000014 4.0367500000000005 1.0054500000000004 1.20035 2.3204500000000006 -2.3497499999999998 3.5123000000000002 0.70518500000000006 6.9492000000000003 1.9356500000000001 -3.3234499999999998 58.603000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 5 -4 6 25 8 -8 9 17 -5 13 -13 -2 16 19 -6 -3 -7 -16 -9 -22 23 -10 -18 26 28 -27 -1 -30
right_child=1 4 3 10 14 18 7 20 22 -11 -12 12 -14 -15 15 -17 24 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.019312783460977576 0.27686612794936544 0.015513823221786847 0.0072693424950163055 -0.00022123133161873685 -0.0053153723973778377 -0.054274320124331282 0.0014877909077606593 -0.051899100561802851 -0.066593003261512448 -0.0049940820758819261 0.10552728395145115 -0.007162916873011748 0.17443731511298913 -0.041398376855667302 -0.027270177233143483 0.064194351052656154 -0.031467673790209746 -0.0071702707187829484 0.11502165799578204 0.23336920430883767 0.040436380780299486 -0.11151368464191312 -0.064735730356255239 0.15326160353707557 -0.096917683892565387 -0.029462302405461067 -0.008129799422315941 0.020899995298831686 0.062964733529132108 0.5439179359752736
leaf_count=8288 71 63115 2407 732 12503 2684 14359 6055 162 40496 2671 5121 227 14591 2703 2181 7608 14550 229 89 1861 544 215 808 1638 6008 5682 4185 3832 37
internal_value=0 -0.0492967 0.253353 1.02994 0.0137216 0.107546 0.069415 -0.243917 0.129324 0.113842 1.65561 -0.58118 0.0109049 -0.797144 -0.282575 0.350157 -0.427252 0.225282 -0.819309 -0.379237 -0.708417 0.121319 1.67307 2.33087 -0.861253 0.203862 0.420737 -0.175695 0.693379 1.35128
internal_count=225652 188897 36755 5810 168887 30945 142165 22819 119346 118161 3403 20010 5348 14662 26722 4973 21749 77665 2913 2792 8460 2405 1185 970 9246 28032 17839 10193 12157 3869
shrinkage=0.05


Tree=60
num_leaves=31
num_cat=0
split_feature=123 59 95 29 110 70 128 124 119 16 55 100 22 32 69 69 62 32 16 31 0 10 43 67 102 58 78 10 2 50
split_gain=2755.76 3156.19 3064.48 3206.31 2895.37 3085.04 2730.59 2735.46 3114.82 2922.04 2724.45 2718.91 2646.08 2612.2 2560.73 2545.71 2515.22 2486.33 2376.77 2366.19 2377.92 2368.7 2795.52 2327.29 3044.21 2251.84 2207.14 2310.98 2757.15 2988.58
threshold=0.8500000000000002 -3.2728499999999996 9.7723500000000012 -5.670799999999999 2.8164500000000001 -3.5387499999999998 -0.94999999999999984 1.0000000180025095e-35 1.0000000180025095e-35 0.90250000000000019 -4.1868499999999989 -2.0899499999999995 5.6115000000000004 41.250500000000009 -1.13825 -0.71748499999999993 -2.1299499999999996 -0.94388499999999997 -3.6977499999999996 -1.0398499999999997 -2.6751499999999995 2.3870500000000008 2.3414500000000005 1.0333500000000002 -1.4666499999999998 -1.8633499999999998 -5.9688999999999988 1.2175500000000004 -2.0960499999999995 3.6160500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 10 18 11 -3 8 -8 -10 -4 -6 -2 26 -12 -16 -14 -5 -1 -11 -21 25 -23 -20 -25 -22 -9 28 29 -28
right_child=12 2 3 17 5 -7 7 13 9 19 14 -13 16 -15 15 -17 -18 -19 23 20 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.083232781505438058 -0.022347393727783067 -0.026889269449355838 0.49096836756015644 0.11117625809338404 -0.37229238941799853 0.034911712424258834 -0.016211888039360276 0.089635780020897476 0.012440688684930791 -0.075005139929305992 0.051747811533371962 0.1976619747845961 0.68080489315092574 -0.095678368280257539 -0.3524962433295537 -0.040693547533756778 0.095592256278697663 -0.10295979861214287 0.013068173553418994 -0.14012776394743945 0.045344786848203457 0.052938530547099329 0.63506518134049017 -0.19422969397281215 0.021641453439194144 -0.018215921542919979 0.046815903958951438 0.020086234032574139 -0.0016576581713566192 -0.085533985618278074
leaf_count=701 15980 9022 29 146 22 7310 35729 830 30776 1436 866 428 20 606 79 382 224 1895 21697 332 1579 1151 21 316 338 11860 5037 25761 50613 466
internal_value=0 0.0307583 -0.0202292 -0.960951 0.326331 0.854674 -0.00199129 0.0270943 -0.10153 0.0672133 0.230967 3.39595 -0.397045 0.155057 0.0214238 -1.88252 2.87121 -1.75284 0.148475 -0.274013 -0.156187 -0.0960547 1.26738 0.205341 -1.65327 -0.214959 0.170214 0.153766 0.0399365 0.712167
internal_count=225652 209428 178616 3397 30812 7760 175219 166197 82884 47155 1356 450 16224 83313 1327 461 244 2041 23052 16379 14943 14611 1172 22351 654 13439 82707 81877 56116 5503
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=0
split_feature=129 113 86 0 95 101 16 0 108 64 37 129 70 10 21 74 63 103 110 9 71 128 76 5 97 10 91 37 101 0
split_gain=2600.99 2694.4 2522.9 2476.19 3082.81 2663.99 2603.36 3182.28 3576.18 2714.25 2443.95 2383.61 2456.09 3068.59 2931.69 2419.91 2366.91 2360.89 2997.61 2529.65 2577.74 2409.44 2942.71 2404.13 2553.12 2416.72 2395.79 3433.16 2365.44 2332.99
threshold=0.3000000000000001 1.0000000180025095e-35 -4.7641999999999998 0.19800500000000001 40.848000000000006 5.0922500000000008 -1.3304999999999998 7.3432500000000003 2.4545500000000007 -1.2563499999999996 20.823500000000006 1.7000000000000004 -3.2342499999999998 0.68222500000000019 -1.7308499999999998 2.2493500000000002 -1.5931499999999998 -0.38940999999999998 -0.92276999999999987 1.8990500000000001 -2.3470499999999999 -0.54999999999999993 -1.4255499999999997 1.4669500000000004 1.1531000000000002 -3.9552499999999995 1.1981500000000003 -1.5157499999999999 37.871000000000002 3.9729500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 17 6 29 -5 9 10 -8 -9 -3 13 15 16 -13 -15 21 -19 20 -20 22 28 -23 25 -25 27 -22 -4 -6
right_child=1 11 3 4 5 -7 7 8 -10 -11 -12 12 -14 14 -16 -17 -18 18 19 -21 26 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.041115771892458679 0.035364316506467763 -0.0011295847511971159 0.014105004779442746 -0.034139386158851509 0.057565837413994903 -0.20071717053651811 -0.031519428487911463 0.073440138250289819 -0.065491325551415402 -0.0047646325241117943 0.58126659641663236 0.11806028964387816 0.014264198654546579 0.68104968297481538 -0.034705400622747171 0.46617114487683997 0.11209426850392074 -0.011601181882351272 -0.013746088482350996 -0.019520766038092871 -0.02653994587591247 -0.0045354853616043972 -0.04903231713413863 0.53497308899055829 0.26213298760822906 -0.0059604580378315106 0.051725914632215125 0.02761148511127769 0.4126836175981321 0.25654919673914761
leaf_count=3782 3888 36967 1823 12779 517 74 12785 1846 546 36665 24 860 30233 25 664 53 68 14990 4708 4589 3614 24563 6527 22 171 336 6893 15396 38 206
internal_value=0 -0.0140172 -0.0879523 -0.108688 -0.254399 1.70032 -0.278498 -0.178887 0.941744 -0.233638 1.59915 0.150235 0.350495 1.53106 0.0423848 2.76537 5.30079 0.00527942 0.142474 0.301955 0.40575 -0.20039 -0.664374 -0.0452843 2.06395 0.545625 0.529466 0.346335 0.444873 2.28522
internal_count=225652 221870 153000 149112 65442 797 64645 51866 2416 49450 1870 68870 31903 1670 757 913 93 83670 50190 35200 30611 33480 8388 25092 529 358 25903 19010 1861 723
shrinkage=0.05


Tree=62
num_leaves=31
num_cat=0
split_feature=128 128 128 0 15 51 123 87 20 87 101 46 78 105 88 78 13 129 46 103 7 110 89 52 80 40 8 108 60 48
split_gain=2600.06 3769.69 3236.58 3190.54 3705.56 3066.92 2828.89 3158.04 3153.45 2569.81 2372.77 2647.76 2256.18 2213.15 2202.63 3097.88 2272.98 2190.56 2248.32 2543.33 2816.69 2971.24 2465.76 2411.59 2374.91 2464.53 2287.33 2203.91 2176.62 2125.13
threshold=0.8500000000000002 -0.34999999999999992 0.25000000000000006 1.0428500000000003 0.88560500000000009 0.31488000000000005 0.8500000000000002 -3.6793999999999998 7.886400000000001 4.3450500000000005 11.419000000000002 -3.6987499999999995 -0.8292449999999999 2.4708000000000001 -1.4867499999999996 1.7473500000000002 -0.020582 1.9000000000000001 -2.9113499999999997 1.1766500000000002 -2.2172499999999995 0.97333000000000014 -4.7166499999999987 -2.3942499999999995 -0.74834499999999993 0.41114000000000006 1.8387500000000003 -2.0366499999999994 3.6911500000000004 9.1206500000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -9 10 11 -6 -11 14 -14 -16 -17 -4 24 20 22 -22 -20 -23 26 -26 27 -19 -7 -2
right_child=29 2 17 -5 9 28 7 8 -10 12 -12 -13 13 -15 15 16 -18 18 19 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0073499449088569521 -0.012361876250002665 0.028449912650326176 -0.0044558454027019152 -0.0013697250650621185 0.42695123858230066 -0.024594100374431424 0.29102059004997666 -0.077367405432896441 0.37918611367543542 0.4050952907455595 0.11778520641815565 0.033722493695417202 0.22389044850009185 -0.24401856631040575 -0.14678035972868664 -0.026662213387696639 0.66207630413770679 0.19915058144501277 0.45369783483135206 -0.019664135358932869 0.0012925876969324642 0.52798470082106419 0.08658255364654259 0.053494572520391741 -0.016069316279600104 0.30976152391852563 -0.040346470602921077 0.68104531350343134 0.1242605246110649 -0.079381964657866302
leaf_count=72483 21404 18601 58411 17569 43 5528 66 1252 39 76 963 9602 300 40 114 23 25 49 48 4483 8335 27 971 3267 269 74 35 46 257 1252
internal_value=0 0.0358608 0.137416 0.3234 0.49029 0.28148 0.46731 -0.926579 -1.27151 0.970836 0.858954 0.709512 3.0242 2.25546 2.87328 -0.0980598 6.64112 0.00407671 0.313298 0.253915 0.48331 0.343617 2.07751 1.14768 2.46402 1.08453 6.10374 8.64978 -0.359624 -0.32131
internal_count=225652 202996 130513 54498 36929 25743 19958 1357 1291 11186 10608 9645 578 502 462 162 48 76015 17604 17131 12648 11629 1019 3294 473 343 130 95 5785 22656
shrinkage=0.05


Tree=63
num_leaves=31
num_cat=0
split_feature=16 127 126 15 128 106 48 128 44 102 1 92 78 78 25 75 57 104 20 100 129 1 51 39 57 110 29 77 111 16
split_gain=2539.41 2860.73 3298.71 2741.01 2694.33 3556.37 2714.16 2653.14 2389.76 2280.23 3023.48 3714.6 2630.9 2452.37 2532.82 2370.74 2308.96 2158.82 2291.07 2140.74 2120.22 2882.98 2113.44 2085.11 2230.59 3508.91 2776.06 2241.09 2134.21 2087.54
threshold=3.4459000000000004 0.52500000000000013 1.3 -1.4787499999999996 0.55000000000000016 0.37021000000000009 3.4339000000000004 -0.94999999999999984 -1.42275 0.65159500000000004 -1.4450499999999999 -1.3284499999999999 5.9204500000000007 -0.50422499999999981 -9.0016499999999979 -2.9228499999999995 1.1991500000000002 30.456500000000002 0.74167000000000016 -1.9865499999999996 1.9000000000000001 0.083786500000000014 -0.56995999999999991 -0.74901499999999988 12.047000000000002 0.33328000000000008 1.3408500000000003 13.013500000000002 5.1922500000000005 0.44329500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 20 -7 17 19 10 23 12 -12 -11 16 -16 -15 -3 -19 -2 21 -6 -23 29 26 -26 -25 -27 -28 -1
right_child=3 4 -4 -5 5 6 -8 -9 -10 13 11 -13 -14 14 15 -17 -18 18 -20 -21 -22 22 -24 24 25 27 28 -29 -30 -31
leaf_value=0.015174252399792844 -0.22789073319270692 -0.039846873236671652 -0.0084729350873892339 -0.038098751654268251 -0.039178347175185542 -0.035183445298088582 -0.120160825621744 0.0042363410552781772 0.0058525585432321267 0.033869130887410059 0.020582208403877492 -0.010908697252632176 -0.14940445530530697 0.06230331528930029 -0.039617664562680184 0.010716847654028923 0.39034200789340373 0.48974609598517421 -0.042129722201242684 0.23135935656744713 0.030197602355948469 -0.014252435858295429 0.047612267142918635 0.044131677922414451 -0.042296294994273426 0.68437922452778921 -0.0048644677010909283 0.079900358941244046 -0.25507711497220126 -0.055449144709292436
leaf_count=3719 29 4639 33923 8110 6157 8216 1061 40424 2384 16116 15565 36649 231 1274 2625 21496 56 40 41 203 3249 3528 2268 9276 59 46 2701 23 88 1456
internal_value=0 0.0236985 0.103559 -0.474867 -0.142971 -0.410119 -0.898044 0.0018885 0.415211 0.186712 0.0763065 -0.0434525 0.361927 0.372142 0.178859 0.104783 1.52231 -0.707573 4.4105 3.47906 -0.112363 -0.307068 0.19911 0.437935 0.663665 4.8162 0.61961 9.65773 -0.255186 -0.0939166
internal_count=225652 214926 145303 10726 69623 24479 9277 45144 2616 111380 69813 52445 15796 41567 25451 24121 1330 4720 81 232 15202 11953 5796 17368 12193 128 12065 69 2789 5175
shrinkage=0.05


Tree=64
num_leaves=31
num_cat=0
split_feature=102 101 127 126 128 103 0 99 100 33 5 34 94 40 27 10 59 86 0 10 53 86 30 100 53 128 55 105 39 39
split_gain=2481.77 2469.43 2459.93 3005.96 2764.85 2697.27 2408.5 2998 2447.2 2714.17 2816.3 2433.86 3618.19 2395.35 2334.06 2274.95 2493.26 3208.14 2894.46 2433.87 2333.7 2497.35 2160.32 2152.27 2222.54 2127.24 2051.35 2252.86 2190.82 2312.66
threshold=-4.8276999999999992 -1.9682499999999996 0.52500000000000013 1.3 0.75000000000000011 1.2802500000000003 0.19800500000000001 -1.4262499999999998 2.7716500000000006 -1.5245499999999998 0.99785500000000005 -1.0470499999999998 1.3748500000000001 0.81654500000000008 1.6771500000000004 1.6272500000000003 -3.6170999999999993 -3.4804499999999998 -2.8441999999999994 1.3371500000000001 -0.83146999999999982 -5.1843499999999993 -3.9600499999999994 -0.17140499999999997 -0.94392999999999982 -0.94999999999999984 1.6369500000000003 -5.5030499999999991 0.49627500000000008 0.83978500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 25 22 7 14 -9 -10 11 12 -11 -13 15 16 17 20 19 -18 21 -2 -5 24 -7 -4 -19 28 -28 -30
right_child=2 -3 4 5 -6 23 -8 8 9 10 -12 13 -14 -15 -16 -17 18 26 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.091737600986428039 0.022874146940088588 -0.0054429205929868336 -0.034625983936587744 0.2332459996728336 -0.026759170353901254 0.034195814748094806 -0.0010693741651307263 -0.0044818822963388948 -0.15162488015537912 0.35227486767140886 0.46922373429227338 -0.034144448655927133 -0.33748453266241335 0.18752984208651713 -0.0094097707616172602 0.060845176177680732 -0.093806711165879728 0.061516554600665699 0.018134717208611179 0.21058366897607775 -0.13276359078496 0.36278072442002796 -0.019248147851976365 0.075989788311445497 -0.017160625523286285 -5.1350444433624927e-05 -0.24276724603426245 0.033148345016425516 0.46472860471062039 -0.057264314409019093
leaf_count=1458 76 1185 4866 85 15640 3565 51583 21737 110 140 52 373 22 181 5328 4155 875 3943 25046 71 43 187 25176 1173 5150 51886 168 1081 23 274
internal_value=0 0.963326 -0.0114169 0.061396 -0.16291 -0.194656 0.13934 0.269116 -0.023525 1.61325 2.27866 1.76259 5.17208 0.765596 0.429477 0.52104 0.430081 1.02321 0.29784 -1.41923 4.17448 5.29114 -0.367971 0.248113 0.0769498 -0.0603166 0.847537 -0.128761 -1.96931 -0.336812
internal_count=225652 2643 223009 150617 72392 35149 115468 63885 22615 878 768 716 162 554 41270 35942 31787 5795 25992 946 306 263 25261 9888 8715 56752 5489 1546 465 297
shrinkage=0.05


Tree=65
num_leaves=31
num_cat=0
split_feature=123 76 76 129 71 16 76 10 68 36 22 101 127 3 13 14 128 1 101 75 99 0 19 71 98 22 105 112 102 103
split_gain=2348.03 2699.1 4603.29 5857.99 3602.98 2946.12 2996.04 2497.24 2432.37 2899.03 2418.46 2691.55 2404.68 2569.64 3265.57 2397.2 2389.22 2618.86 2779.4 2382.14 2846.56 2852.15 3374.58 4093.28 2437.71 2343 2296.66 2939.06 2810.42 2827.93
threshold=0.8500000000000002 -1.5781499999999997 -1.5960499999999997 1.5000000000000002 2.3735000000000004 3.4459000000000004 0.32564000000000004 -3.1075499999999994 -1.8984499999999997 2.7304500000000007 -4.4218499999999992 -0.079759999999999984 0.37500000000000006 8.2207000000000026 -2.9756499999999995 -1.9154499999999997 -0.54999999999999993 6.2903000000000011 15.038000000000002 -2.0086499999999998 -1.3888499999999999 -0.80905499999999986 -1.2927499999999996 -0.78076499999999982 0.57299500000000003 5.6115000000000004 0.95053000000000021 -1.7296499999999997 -5.7948999999999993 -0.6033099999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 12 10 9 -9 -5 -12 19 26 -15 -7 17 -8 -19 20 21 22 -3 -24 -25 -2 27 -14 29 -29
right_child=25 5 3 7 -6 15 16 8 -10 -11 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.014492233896635055 -0.020672770779535641 0.032899461274620949 0.0045908353023530156 -0.30531412149469062 0.020718202106542422 0.15439080886104528 -0.011969402234225485 -0.059272385314838583 0.066887989220202101 0.46101950247372897 0.22340592290383748 0.064914256637915974 0.24683671254325998 0.68273142746516635 0.051535633351900402 -0.035425258549817921 0.010561415442797005 0.054202354979855052 0.52736934553831816 0.0066242544780076018 -0.079587185368845542 -0.031296011403871872 -0.23298082095053463 0.63374049525820852 0.090159251696119713 0.13544493599978016 -0.040067392853342154 0.0017343267346873429 -0.013330135102290691 0.67247825026512142
leaf_count=16342 15980 970 7340 30 13081 170 21542 611 5209 28 577 500 110 21 846 7711 68348 1030 32 29605 1853 2750 27 66 30 244 10049 33 20487 30
internal_value=0 0.0283918 0.249414 0.714953 0.0232354 -0.0299189 -0.000123547 1.37258 1.11188 -0.72948 2.74983 2.99652 -0.160798 -0.361294 1.33648 -0.626615 0.118021 -0.163812 1.36919 0.0185409 -0.573685 -0.0828019 1.28369 6.21808 9.27743 -0.366497 -0.409227 -0.2185 -0.246095 6.42272
internal_count=225652 209428 43718 14295 29423 165710 157829 6955 5848 639 1107 1077 66877 31576 867 7881 90952 22604 1062 35301 5696 3843 1093 123 96 16224 30709 20660 20550 63
shrinkage=0.05


Tree=66
num_leaves=31
num_cat=0
split_feature=129 129 58 107 0 91 110 52 25 102 16 114 29 1 38 30 69 11 85 16 15 86 56 26 43 5 54 52 79 128
split_gain=2299.68 2427.66 4856.98 5889.82 5168.59 2978.22 3304.86 3055.78 3091.81 3898.13 2982.12 2969.27 4923.07 2931.35 3739.28 2916.3 2650.21 2583.71 2573.56 3137.65 2562.12 2689.61 2591.46 2531.46 2482.95 2681.55 2822.76 2409.86 3512.64 2509.69
threshold=0.3000000000000001 1.5000000000000002 -2.3089999999999997 -3.4816499999999997 0.78193500000000016 -2.9951499999999993 1.0466500000000003 2.6704500000000002 -1.2141499999999998 -0.23525999999999997 0.16354500000000002 1.0000000180025095e-35 1.1446500000000002 -2.9003499999999995 -0.83869999999999989 1.83525 11.652000000000003 -2.0499499999999995 9.5967500000000019 -2.7613999999999996 0.37429500000000004 -0.27050999999999997 -1.1737499999999998 0.97662500000000019 -3.0657499999999995 0.66849000000000014 -2.1162499999999995 5.502250000000001 7.0049500000000009 -0.44999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 23 24 6 10 8 9 16 15 -2 20 14 -9 -4 -7 -10 19 -6 -13 22 -22 27 25 -5 -27 29 -29 -3
right_child=1 2 5 4 18 7 -8 13 17 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.038660975682762125 -0.0030681583751126281 -0.042879025276338578 -0.018108435658168196 0.017843075612486166 -0.17813743640940022 0.045937887094039724 0.05024546205672778 0.83071528822183616 0.06192848853279808 -0.006298213226584218 -0.085147108570187341 0.0019533644794579993 -0.08787431264707854 0.016776568344979741 0.11808661361095273 0.48568072530986933 0.35988374006222279 -0.0079887278925642163 0.16524833141598438 0.005908409426867523 0.089052597169989145 -0.090747513087666501 -0.044317963892165031 -0.11862340155634142 0.10580823986445412 -0.19202826817830404 0.21940847865426294 0.21128230193379333 -0.00010587023933986565 0.013996051759630668
leaf_count=3782 71415 2574 3040 1985 254 5874 1024 24 1346 6599 2735 8052 2769 22094 79 29 68 72123 225 2623 522 1852 1205 420 3900 48 317 342 462 7870
internal_value=0 -0.0131803 0.0698944 0.511897 1.10316 -0.0108714 -0.651409 0.0295474 -0.0558228 0.403077 -0.943633 -0.144891 -0.559136 0.360344 5.68272 -0.266959 0.990613 -0.134156 0.0479157 -0.206807 -0.273843 -0.977827 -0.0801122 0.0379947 1.6269 0.814925 3.30603 0.128001 1.79626 -0.000424519
internal_count=225652 221870 136055 21020 9352 115035 6828 108207 86010 12541 5804 85815 14400 22197 103 3069 5942 73469 3102 2877 11631 3579 1727 11668 6250 2350 365 11248 804 10444
shrinkage=0.05


Tree=67
num_leaves=31
num_cat=0
split_feature=102 113 129 84 78 52 47 48 129 66 51 121 76 71 61 20 100 52 33 91 47 128 128 7 9 63 94 110 12 7
split_gain=2161.01 2162.87 2601.11 2367.85 2360.04 3657.03 2134.54 2118.21 2057.52 3227.88 2405.04 4144.84 4346.24 2666.68 2399.35 2398.04 2274.73 1954.99 1954.75 2155.87 1943.96 1936.75 3224.64 2929.04 2410.91 2365.91 2363.08 2310.03 2033.43 2657.64
threshold=-4.8276999999999992 1.0000000180025095e-35 0.3000000000000001 2.9386500000000004 -7.7383999999999995 0.99450000000000005 -1.1432499999999999 1.5166500000000001 1.5000000000000002 -0.88378499999999993 -1.8888499999999999 1.5000000000000002 -1.3215499999999998 -1.3195499999999998 -8.4148999999999976 -0.061344499999999989 0.95355000000000012 2.7418500000000003 6.2241500000000007 -0.61623499999999987 12.998500000000002 -0.44999999999999996 0.45000000000000007 -1.8472499999999996 -3.8715999999999995 628.95500000000004 -5.7116499999999997 1.7505500000000003 -0.063153999999999988 2.9601500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -4 -5 18 15 10 -10 12 -12 -14 -15 -3 -13 -16 19 -1 -9 28 23 26 25 27 -23 -25 29 -6
right_child=1 8 4 6 21 -7 -8 20 9 -11 11 16 13 14 17 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.12095515774715718 0.059998298932333022 0.0097646098122426209 -0.016763582634712025 -0.37913125157356264 -0.034005075167634118 0.22903339787501925 -0.026719760220284508 -0.092549310003254392 0.0096658862931550838 -0.0061537779088562568 0.15479888889552107 0.0090540142177794308 -0.067963804789792095 0.38419015900689668 0.075535923704435404 -0.020846583653384126 0.062388845176514621 -0.16140988252343649 0.5457220917656308 0.019298441155151752 0.20414153226520285 -0.21501225309169039 -0.01078589968547017 0.012320157495510239 -0.0018596937463049104 -0.12114839419167728 0.03713733355201429 0.080961411358817681 -0.0043547460699264323 0.020514712635412994
leaf_count=884 2469 13855 338 53 16163 274 227 402 15684 14108 1388 7598 453 59 1178 11887 2713 94 21 1272 64 94 50652 2917 44452 235 8075 2114 23335 2594
internal_value=0 -0.0106536 -0.0765835 0.887424 -0.0941054 1.86566 -1.86852 0.898921 0.13645 0.269617 0.459562 0.769269 1.76891 0.736417 1.44968 -0.0874172 0.461746 1.16052 1.31311 1.21959 -1.03604 -0.102068 -0.0314544 0.129779 0.038599 0.678391 0.684717 0.823257 -0.284152 -0.529305
internal_count=225652 223009 153992 2749 151243 612 280 2643 69017 43275 29167 13483 3172 1784 1331 25742 10311 1272 2177 2156 466 150631 108539 57887 49718 5266 8169 5031 42092 18757
shrinkage=0.05


Tree=68
num_leaves=31
num_cat=0
split_feature=52 1 43 0 51 5 83 129 51 104 25 76 98 127 44 45 71 31 28 129 45 93 55 110 5 57 104 43 122 25
split_gain=2104.56 2530.54 3633.93 2516.87 2865.61 2630.22 2777.6 2630.18 2955.49 2966.77 2637.74 2455.81 2451.58 2296.51 2284.64 2241.91 2209.52 2208.87 2531.42 2197.77 2503.55 3473.89 2561.11 2140.27 2768.52 2397.61 2373.05 2170.68 2133.13 2934.17
threshold=6.5497500000000004 3.7658500000000004 2.1381500000000004 0.19800500000000001 -1.2595499999999997 1.7272500000000004 -0.17353499999999997 1.9000000000000001 -1.3643499999999997 -1.6366499999999997 1.7691500000000002 1.4588500000000002 17.207500000000003 0.52500000000000013 -1.4819499999999997 -0.10971999999999998 2.6780500000000003 9.5422000000000029 1.9723500000000003 1.3 -13.021499999999998 -7.4951999999999996 -1.5545499999999997 2.8697500000000002 0.42456000000000005 1.8729500000000001 15.211500000000003 0.25563000000000008 1.5000000000000002 -1.0298499999999999
decision_type=2 2 2 2 2 2 2 2 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 19 12 5 -5 6 14 10 -9 -10 -8 -4 -3 -14 -1 17 28 -11 -19 -2 22 -22 -21 25 26 -18 -25 -28 -16 -30
right_child=1 2 11 4 -6 -7 7 8 9 15 -12 -13 13 -15 16 -17 23 18 -20 20 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.045507533526070475 -0.033765181844178219 0.046880452007884002 0.20517208917360558 -0.016539347871296364 0.0010919963295276962 0.067794297839285783 -0.019639429909992363 0.091569454811656154 0.36065724421631207 0.023774725569743985 -0.097624050499440576 0.8597727449043937 0.1368074566370151 0.67112538874149319 0.0045316462710190131 -0.042456147775881581 0.020569421243282648 0.080053985044360176 0.72959546484053139 0.30941829776510282 -0.15985068400032512 0.022935766939832253 -0.10707349702715874 0.072963659134849673 -0.089802612846724375 -0.061501302458844644 0.6470368534752301 0.094053370008865989 0.016597455355641944 -0.038231899411924043
leaf_count=3528 2265 1779 38 44540 47754 1573 12315 1031 55 1521 1189 23 61 30 71676 2155 10655 40 24 141 268 8640 50 2202 261 971 35 36 3726 7070
internal_value=0 0.385967 1.44434 -0.0241642 -0.148334 0.0712865 0.0542329 -0.303666 0.329984 -0.077908 -0.530116 9.03977 1.19657 6.25912 0.119731 -0.185129 0.090873 0.717651 6.47264 0.206127 0.42554 0.348732 4.00778 0.455804 1.28855 0.274298 1.64275 7.33302 0.0282163 -0.386175
internal_count=225652 13295 1931 212357 92294 120063 118490 18330 4826 3795 13504 61 1870 91 100160 3740 96632 1585 64 11364 9099 8908 191 14160 2534 11626 2273 71 82472 10796
shrinkage=0.05


Tree=69
num_leaves=31
num_cat=0
split_feature=48 57 2 25 21 52 97 107 104 104 13 7 44 38 34 40 64 124 60 12 110 44 47 44 31 39 59 33 5 85
split_gain=2113.77 2724.53 2895.72 3344.39 4103.57 2675.32 2507.85 2893.15 3048.32 2561.08 2352.13 2339.46 2819.22 2704.72 2447.71 2424.48 2319.69 2751.43 2517.01 3427.31 3288.93 3555.62 3077.04 2926.62 2906.53 2680.24 2491.28 2997.14 2406.59 2418.45
threshold=8.4630000000000027 1.8104000000000002 -0.68819499999999989 6.8040000000000012 4.8602000000000007 6.5497500000000004 -1.9609499999999997 -12.0985 -0.82303499999999985 -2.3443499999999995 4.7243500000000003 1.6301500000000002 1.8651500000000001 0.58387000000000011 -1.09595 53.590000000000011 -1.2563499999999996 1.0000000180025095e-35 0.26855500000000004 0.10065 -1.5442499999999997 0.35798500000000005 -0.81396499999999994 2.6676500000000005 -1.0509499999999996 -0.81242499999999984 0.74353500000000017 0.89504000000000017 3.6775500000000005 1.86365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 7 8 -1 10 -9 15 13 14 -13 -7 17 -8 22 20 21 -20 25 -22 -25 -18 27 -21 -26 -30
right_child=1 -3 3 4 -6 11 16 9 -10 -11 -12 12 -14 -15 -16 -17 18 -19 19 26 23 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=0.19444454767147751 0.023637020761032385 -0.07160232555557465 -0.033249613509330388 0.094422653582261276 0.87680489562806629 0.0069609623361656277 -0.022438644398582563 -0.015717347804615419 -0.17016407882989343 0.031176005875698083 0.17134105989741799 -0.043834716935228835 0.12050334796624025 -0.0048839133458681789 0.19532805528562791 0.22705056457303641 -0.0094017074889397225 0.00040291880818292222 -0.0099557223567488945 0.037877602220333047 -0.018970767995805462 -0.083507292768783117 0.0034804234011818198 0.22922319907624766 0.0067305963895585132 0.044543948410016826 -0.0036975705075398117 -0.01371814802795622 0.074604226492953549 0.39792882094366688
leaf_count=397 4143 2100 6945 83 21 8495 25596 5877 67 9590 173 151 1208 1701 367 127 3043 27188 3179 9630 19069 3401 46545 159 7094 9462 25498 3977 294 72
internal_value=0 -0.386857 -0.190744 -0.580702 5.04807 0.0242141 -0.00331388 0.375115 2.83593 0.302109 -0.207368 0.481859 1.18078 0.511571 2.51221 0.204057 -0.0363974 -0.213468 0.0347203 -0.090285 -0.326219 -0.959445 0.187929 -0.170096 0.353794 0.628333 0.110433 0.455948 0.263623 2.76418
internal_count=225652 13292 11192 7049 104 212360 200311 16104 464 15640 6050 12049 3427 2219 518 8622 184207 52784 131423 72373 33268 6580 59050 26688 7619 12505 39105 13607 7460 366
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=0
split_feature=123 57 106 129 111 106 93 87 110 74 103 16 97 88 5 9 92 40 41 111 52 2 22 28 90 8 57 7 80 76
split_gain=2093.26 2251.06 4413.2 3531.47 2723.07 2633.25 2582.14 2494.78 2311.02 3094.74 2573.29 3303.97 2320.09 2178.21 2160.19 2146.23 2855.66 2276.17 2815.85 2423.69 2392.71 2253.89 2110.14 2489.28 2101.12 2094.66 4008.55 3229.52 2665.77 2443.69
threshold=0.8500000000000002 -3.2979499999999997 -2.0951999999999997 1.9000000000000001 15.751500000000002 0.49659000000000003 -5.6845499999999989 0.93205000000000016 -0.37405499999999997 -4.8855499999999994 -2.5330499999999998 1.9987000000000001 13.772500000000003 26.179500000000004 7.1807000000000007 -1.2769499999999996 13.394500000000003 2.4350000000000001 -3.3181499999999997 -1.0020499999999999 -2.2614499999999995 -2.3904499999999995 5.6115000000000004 -1.3425499999999999 -3.0913499999999998 -0.43315499999999996 -0.69846499999999989 -3.0412499999999993 2.5738500000000006 -1.7985499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 5 15 13 -5 8 -3 10 11 -10 -12 14 -1 21 25 18 19 -18 -20 -4 -2 -24 -23 27 -27 29 -29 -17
right_child=22 2 4 6 -6 -7 -8 -9 9 -11 12 -13 -14 -15 -16 16 17 -19 20 -21 -22 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0024077285819211125 -0.019530373732927441 -0.052644686285088872 0.075534519263738858 0.013406319376929722 -0.19410890437410042 0.063075135060045043 0.08554450361115673 0.0049484497411071806 0.16631271897673372 -0.028004445777448657 0.016843407854595979 0.85558803200721734 0.40651694760657853 -0.13946590351847912 0.18966146091900526 0.52876056217485012 0.845126973021598 -0.073095525266789724 0.54275732160442414 0.22233843351485302 0.066100945719165666 0.3576357884840532 0.54724765669914988 0.067700365304667068 0.011714290762594729 0.02773641403017247 -0.0015503191482621362 -0.024266461605466787 0.032958720204995857 0.092239141916862527
leaf_count=24309 15980 7842 1535 2305 177 1903 2686 5512 133 4839 848 20 40 269 155 36 21 229 27 61 1058 44 31 213 18766 13186 102560 18284 2290 293
internal_value=0 0.0268074 -0.0169185 0.272626 0.0379519 0.127979 1.04458 -0.469275 -0.697534 -0.2236 1.34054 5.12828 0.687925 0.0407639 0.0718828 0.0423326 -0.00235557 1.42064 1.98628 7.63666 1.55925 0.345551 -0.346044 2.57253 0.250469 -0.0168928 0.0357216 -0.308234 -0.35794 2.80009
internal_count=225652 209428 177801 31627 158567 26636 4991 19234 13722 5880 1041 153 888 24733 24464 158390 138045 1396 1167 82 1085 20345 16224 244 18810 136649 115746 20903 20574 329
shrinkage=0.05


Tree=71
num_leaves=31
num_cat=0
split_feature=128 128 6 128 58 75 26 97 47 129 44 113 6 8 57 58 56 75 14 6 126 36 80 60 2 8 102 55 98 108
split_gain=2027.4 2909.62 2679.52 2304.95 2782.12 3412.41 3355.08 2422.99 2398.72 2551.6 2649.91 2405.56 2345.02 2273.23 3436.73 2924.61 2237.37 2195.16 2193.81 3020.39 2185.12 2538.44 2903.07 2120.01 2109.14 2057.6 2253.09 2238.62 2040.65 2044.39
threshold=0.8500000000000002 -0.34999999999999992 -3.6097499999999996 0.25000000000000006 -2.0223499999999999 -6.8755999999999995 -7.6845999999999988 13.772500000000003 -0.54691499999999993 1.5000000000000002 0.37436500000000006 1.0000000180025095e-35 -2.3082499999999997 -0.38277499999999992 0.10212000000000002 1.1478500000000003 15.567500000000001 -0.69952499999999984 7.4205000000000014 5.3731500000000008 0.50000000000000011 -1.9132499999999999 6.9492000000000003 0.59972000000000014 -2.4252499999999997 2.2807500000000007 0.81601500000000005 -4.1868499999999989 74.055000000000021 1.2194500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 16 13 9 11 25 -7 -13 15 -15 17 -4 28 -2 -20 21 -8 -23 -17 -9 27 -27 -11 29 -6
right_child=18 2 3 -5 7 8 20 24 -10 10 -12 12 -14 14 -16 23 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0064492275379542168 -0.0085600940603223312 0.039519881933179353 0.041606853241270517 -0.0012390753000552153 0.0094629500211126042 0.0075731124770236739 -0.17365290650156559 0.4482749882340431 0.030376821209182971 -0.34702019173166027 -0.12538723032507632 -0.23065929493388615 0.18667097362532373 0.041009866715384063 0.0010846331071735339 0.12789704349008596 0.42886293514778739 -0.072480560026990021 -0.064389249512346564 0.34437129005141887 -0.095274681132145392 0.087030683778923673 -0.059354572356275649 -0.025146681041054095 0.056187273121643469 0.76869199169533597 0.13988368246575883 0.1506145279454168 0.29074443792754956 -0.045602039550515408
leaf_count=72483 20036 5716 2018 72722 3788 1127 186 35 3751 23 90 37 373 7135 22039 566 38 1968 2574 46 988 776 601 377 1712 28 29 1298 55 3037
internal_value=0 0.0316663 0.120887 0.0902218 0.250822 0.688332 0.0247116 0.12871 1.14086 1.80659 2.74947 0.906035 2.98019 0.077054 0.216981 -0.339882 0.975286 -0.518306 -0.283728 -1.14425 -0.741412 -0.00557553 0.462799 1.33424 1.28085 3.09283 8.97544 2.839 -0.251909 -0.300799
internal_count=225652 202996 130513 124797 52075 11363 4607 40712 6756 3005 1468 1537 410 38965 29174 9791 2056 8848 22656 2620 2551 1563 1377 943 1747 1378 57 1321 6880 6825
shrinkage=0.05


Tree=72
num_leaves=31
num_cat=0
split_feature=16 92 29 5 87 102 96 127 16 42 41 5 53 76 67 110 12 29 55 92 62 4 110 57 95 88 36 81 128 78
split_gain=1984.1 4605.16 2945.28 2762.17 2744.44 2370.27 2420.16 2045.87 2509.45 3433.34 3024.63 2347.29 2460.14 2467.95 2239.82 2579.78 2406.26 2802.44 2783.51 2563.32 2722.83 2331.3 2582.22 2579.03 2869.74 2656.9 2395.77 2221.52 2201.74 2194.88
threshold=-3.6977499999999996 -0.30201499999999998 1.2302500000000001 1.9538500000000003 6.8196500000000002 -4.5849499999999992 31.896500000000003 0.52500000000000013 4.1873500000000012 -1.4815499999999997 2.2827500000000005 2.4549500000000006 5.1571500000000006 -0.28769499999999998 -1.0723499999999999 -1.8767999999999998 1.4795500000000004 0.45141000000000003 2.3655500000000003 3.0758500000000004 -2.2619499999999992 0.98324000000000011 -3.1417999999999995 -4.0722499999999995 8.1359500000000011 21.907500000000002 -1.7054499999999997 17.621500000000005 0.75000000000000011 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 3 4 -1 6 -2 8 14 -10 11 -11 13 29 16 -16 21 18 -18 20 -20 -7 26 -24 25 -25 -23 -28 -9 -13
right_child=5 -3 -4 -5 -6 7 -8 28 9 10 -12 12 -14 -15 15 -17 17 -19 19 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.027862760629131858 0.037022884344411991 0.027547753336461075 -0.14089675640857999 -0.20439328669498746 0.24585068838822904 0.0085707569901064141 0.38079881152281397 -0.0023015807463715333 -0.1828486932070004 -0.053707374817484714 0.35924505559252762 0.6504710994384908 0.62018556164746941 -0.069621089077912854 -0.044981572257527219 -0.001437580841778851 0.039870755745560309 0.012287375505494332 0.41888538494706157 0.27837941664937371 0.02464556832911273 0.087399122442461952 0.030225669209787073 -0.0047840482086307081 -0.14879826969773291 -0.096772009363156497 -0.079659883013507113 0.19335977095481638 -0.023680401519242937 0.09481639360579161
leaf_count=1398 3310 1891 1026 208 98 67813 52 55456 396 1534 51 27 22 130 4501 13924 4165 19533 50 246 353 266 4809 25403 365 810 2302 77 15384 52
internal_value=0 -0.648517 -1.47936 -0.673387 -0.198647 0.0135583 0.846801 0.000688435 0.0680286 -0.989034 -0.407259 -0.626636 2.34515 1.28636 0.0841969 -0.241497 0.131751 0.414175 1.09758 3.0239 1.47117 0.0642345 -0.149336 -0.0693731 -0.191305 -0.152531 -1.09822 -1.41646 -0.138886 5.69447
internal_count=225652 4621 2730 1704 1496 221031 3362 217669 146829 2212 1816 1765 231 209 144617 18425 126192 24347 4814 649 403 101845 34032 31387 26578 26213 2645 2379 70840 79
shrinkage=0.05


Tree=73
num_leaves=31
num_cat=0
split_feature=48 44 59 52 95 102 25 90 58 0 64 109 16 68 58 53 114 44 46 23 15 41 2 15 123 12 13 12 76 20
split_gain=1900.36 2517.19 2505 2438.64 2220.31 2240.72 2126.1 3941.83 3561.47 2606.16 2391.04 2415.83 2320.1 2259.57 2192.72 2704.01 2136.18 2415.74 3603.38 3162.96 3064.07 3049.16 2616.74 2953.28 2549.93 2405.56 2458.56 2278.02 3327.89 2536.85
threshold=8.4630000000000027 5.041500000000001 1.6610500000000001 6.5497500000000004 3.8962000000000008 -1.2923499999999997 -1.2141499999999998 -1.49535 -2.0223499999999999 7.3432500000000003 3.3992000000000004 -10.841499999999998 4.1873500000000012 16.435500000000001 -3.2888499999999996 -0.34832999999999997 1.0000000180025095e-35 2.6676500000000005 2.0904500000000001 1.0275500000000004 0.74789500000000009 -0.30905499999999991 16.383500000000002 -0.96854999999999991 1.0000000180025095e-35 -2.2364999999999999 -3.3074499999999998 -2.0504499999999997 -1.2221499999999998 -1.4336499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -3 -6 12 10 9 -9 -8 -12 13 -1 -11 -16 17 18 19 22 21 -21 -10 -24 -19 26 -23 28 -27 -30
right_child=1 4 -4 -5 5 -7 7 8 16 14 11 -13 -14 -15 15 -17 -18 24 -20 20 -22 25 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.0093873276342876337 -0.0028748294778986141 -0.093794835289647188 -0.09927556421478384 0.022994592062967036 0.32674598575666036 -0.01151878910204455 -0.031865116158171232 0.029015437366534932 -0.010059898436126282 0.072712730757288041 -0.14925417115192605 0.030049817843666074 -0.081383623596622781 -0.23996084246907259 0.93647263050079355 0.22611397996142105 -0.018672111024193413 0.025040228203771876 -0.094277352895035277 0.05042119791656216 0.041130799718397185 0.37592772259376944 0.33096830010601952 0.015194278149580472 -0.017908052573278248 0.82548028826713571 -0.14325408094462733 -0.0050765439742067051 -0.32460618848386025 0.38408950604498387
leaf_count=57448 10522 1678 720 12049 58 314 16399 7512 51949 74 202 2683 719 91 21 37 17088 16029 1079 2700 6800 24 119 196 4406 20 457 14207 23 28
internal_value=0 -0.366808 -0.180977 0.0229592 -1.38589 0.824428 -0.00332294 -0.0692999 -0.00327955 0.65771 -0.48961 0.349909 0.157552 0.179859 5.06256 9.66626 -0.0471675 0.00970263 -0.0708503 -0.0452624 0.253149 0.0313513 -0.183774 2.68973 0.315603 -0.147394 -2.34698 -0.0732936 5.57695 1.28963
internal_count=225652 13292 11242 212360 2050 372 200311 142053 122769 7644 19284 2885 58258 57539 132 58 115125 98037 77602 76523 24259 17459 52264 315 20435 14759 481 14278 71 51
shrinkage=0.05


Tree=74
num_leaves=31
num_cat=0
split_feature=123 128 128 128 58 115 129 3 109 29 7 46 3 9 6 70 78 124 92 0 41 110 45 2 46 5 101 62 65 14
split_gain=1848.97 2118.36 2486.38 2677.96 3057.63 3307.33 3038.16 3240.16 2779.92 3903.88 2627.08 2563.69 2810.12 2434.35 2606.14 2408.87 2396.77 2261.43 2948.43 2242.98 2326.28 2889.14 2849.38 2288.55 2235.58 2199.22 2525.92 2455.52 3359.67 2616.79
threshold=0.8500000000000002 0.8500000000000002 -0.34999999999999992 0.25000000000000006 -1.6149499999999997 1.0000000180025095e-35 1.1000000000000003 0.60163500000000014 -8.1724999999999977 -7.3621499999999989 -4.2193499999999995 1.4765500000000003 -0.082320499999999977 0.42370000000000002 6.8995500000000005 1.8775000000000002 -2.9211499999999995 7.5000000000000009 6.7973500000000007 5.7156000000000011 2.0635500000000007 4.0031000000000008 2.2792500000000007 0.92560500000000012 1.1874500000000003 -1.1632499999999999 4.5180000000000007 -3.3327999999999993 -0.33239499999999994 -0.89721499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 9 -8 -6 -10 -13 14 19 -14 -9 -5 -19 20 -7 -22 -23 -21 -15 27 -27 28 -12 -29
right_child=-2 -3 3 17 10 13 7 16 11 -11 25 12 15 24 -16 -17 -18 18 -20 23 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0047617436911626095 -0.016261249967404488 -0.013831397676529781 0.0070311254502166496 -0.003055328122066857 0.23771004367023707 -0.031833509486822738 0.10577162731171662 -0.14117307030619719 0.13558396005455339 -0.12242345990913531 0.3255499102347591 -0.083510168653581004 -0.026790249001766953 0.49245514197552459 0.5225192147104637 0.62339344990664525 0.041418717902599503 0.015410175425939289 0.13196618210674377 0.50225908598421432 0.04202733881293963 0.066111896089885547 0.83011004661138255 0.069275827090586384 -0.03979906540583162 -0.0051401587533834716 0.040797023431326379 -0.0096402966534114478 -0.063143478762144337 0.042705867013862392
leaf_count=67402 16224 20930 2512 58861 125 3232 474 195 2867 310 154 261 28 47 23 29 2294 10900 571 38 195 23 26 155 34 23890 3421 3739 87 6605
internal_value=0 0.0251946 0.0587076 0.144392 0.319431 0.743358 1.07377 1.43673 1.99766 0.310829 0.17735 2.41288 -0.280998 -0.0421594 -0.161135 6.0801 0.542272 0.0180526 0.424241 -0.227656 -0.411894 2.56547 9.42997 3.09053 5.3808 0.162253 0.0122795 0.549208 3.70466 0.475691
internal_count=225652 209428 188498 121096 50764 12743 8970 6458 3969 784 38021 3185 318 3773 3692 57 2489 70332 11471 3669 3476 244 49 193 81 37896 27311 10585 241 10344
shrinkage=0.05


Tree=75
num_leaves=31
num_cat=0
split_feature=16 92 29 5 87 102 128 12 58 58 27 70 12 126 96 57 27 10 57 5 42 35 108 28 43 43 55 124 2 127
split_gain=1840.42 4153.56 2629.12 2491.97 2482.14 2136.93 2002.32 2047.59 3431 2759.44 2726.73 2571.97 2994.74 2458.44 2610.52 3857.44 2505.57 2667.71 2499.98 2967.81 2645.47 2469.74 2360.53 2584.49 2349.36 2329.44 2301.78 2289.25 2326.64 2414.26
threshold=-3.6977499999999996 -0.30201499999999998 1.2302500000000001 1.9538500000000003 6.8196500000000002 -4.8276999999999992 -0.94999999999999984 1.5987500000000001 1.7002500000000003 1.9237500000000003 0.85504500000000017 0.6180000000000001 -0.24168999999999999 1.3 1.4044500000000004 -1.5600499999999997 -1.3601499999999997 -0.30344499999999991 -1.0850499999999996 7.1807000000000007 -5.812549999999999 74.516000000000005 -2.7150999999999996 -0.64581999999999995 2.4303000000000003 1.5120500000000001 -2.8962499999999998 1.0000000180025095e-35 -1.4651499999999997 0.37500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 9 -9 10 13 12 -12 14 15 -8 -17 21 19 -16 -21 26 23 -14 -24 -13 -18 28 29 -11
right_child=5 -3 -4 -5 -6 6 7 8 -10 27 11 25 22 -15 18 16 17 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.02711383046746222 0.046150555627611139 0.025727435933450168 -0.13391699528172532 -0.19476684177598846 0.23319110312518113 -0.020274405137483981 0.039224591679098468 0.028528222863588609 -0.0036097827436320203 0.15881805640686616 -0.055380879042533429 0.012551517330341941 -0.045608288002014163 -0.014794395743008136 -6.7401054441030108e-05 -0.013539704581670316 0.12791688491474845 0.0050021653622977589 -0.030323117958107937 0.35255285175105117 -0.016684005260467531 0.48224881281775817 -0.01647855079976367 0.25426163162771592 0.43385816052042209 -0.030453934567878673 0.027866672368201003 0.065668676407624943 -0.024500855555323026 -0.037962217480238723
leaf_count=1398 2551 1891 1026 208 98 11405 10387 16776 16446 406 5450 13295 125 18985 35996 12607 620 29115 7734 113 85 31 21551 169 29 4126 7897 2793 2086 253
internal_value=0 -0.624593 -1.41365 -0.652159 -0.201235 0.0130581 0.00243337 0.0249003 0.252377 -0.0185687 -0.0414212 -0.252938 -0.444374 0.0351693 0.0952651 0.229715 0.115084 0.24425 -0.0903865 0.0198896 3.88084 0.735427 -0.279124 2.53532 -0.317467 0.0473216 0.702998 0.675982 0.0274456 1.66542
internal_count=225652 4621 2730 1704 1496 221031 218480 207075 33222 173853 168315 44745 27324 123570 104585 60657 50270 37663 43928 36194 198 8548 21874 294 21580 17421 8517 5538 2745 659
shrinkage=0.05


Tree=76
num_leaves=31
num_cat=0
split_feature=129 129 58 107 31 112 86 114 29 81 57 113 4 89 59 81 112 57 86 62 59 38 10 96 15 89 94 13 32 45
split_gain=1770.6 2146.98 3335.48 4777.47 3351.39 4178.16 2738.89 2723.91 4154.19 2690.39 2582.39 2570.96 2607.55 2466.99 2649.53 2427.75 2649.75 2819.41 2640.93 2429.08 2817.14 2837.84 2416.02 2349.57 2331.56 2928.28 2313.39 2905.85 3861.57 2508.73
threshold=0.3000000000000001 1.5000000000000002 -2.3089999999999997 -3.4816499999999997 -0.58211499999999983 7.7372500000000004 -10.339999999999998 1.0000000180025095e-35 1.1446500000000002 -1.9474499999999997 -2.0690499999999994 1.0000000180025095e-35 -0.88302499999999984 2.2607500000000003 -4.3299499999999993 7.8482000000000012 0.8738800000000001 -1.5600499999999997 -3.6668499999999997 -0.21686999999999998 2.4054500000000005 0.76763500000000018 0.12699500000000002 3.0253500000000004 -2.1952499999999993 -0.59762499999999996 0.99050000000000005 2.5198500000000004 10.417500000000002 1.9314500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 10 5 -5 -4 -2 -9 13 26 12 -8 -6 -15 16 17 -14 23 -17 21 -21 -11 -18 25 -13 -3 29 -29 -28
right_child=1 2 6 4 9 -7 11 8 -10 22 -12 24 15 14 -16 19 18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.033923338186133717 -0.0027712932665100594 -0.0098777393174934013 0.18817906799904732 0.091646653973278092 -0.047908457202654811 0.7170926932935362 0.0068583848671613578 -0.013505981788116303 -0.081649501520485154 0.036949353597336088 -0.068128463800408143 0.53501406846677557 0.046519537778055182 0.56305661916732797 0.002494251109519095 -0.029577917973355024 0.0032167203256698407 -0.013151016856649315 -0.046169643235833537 0.113679385224546 0.23164010708506155 0.0005509608854438533 0.16384396400762563 0.28082137528741574 0.0081399659298458434 0.064614050782472204 0.018333940895311013 0.10276232777100246 0.6003769362568856 0.20260447229330358
leaf_count=3782 71415 6514 193 2420 1330 27 27539 11631 2769 5082 1233 34 2097 35 53 1374 230 35361 8290 824 202 1694 405 114 35855 1228 3499 177 50 195
internal_value=0 -0.0115652 0.0665598 0.432846 0.965357 1.97096 -0.00037058 -0.135428 -0.532188 0.608992 0.0060338 -0.00669616 -0.110092 -0.618887 4.5089 -0.245773 -0.311323 -0.19621 -0.810732 0.492215 1.03968 0.751431 0.926311 1.90427 0.20982 1.54575 0.167748 0.774629 4.24738 0.561225
internal_count=225652 221870 136055 21020 9352 2447 115035 85815 14400 6905 11668 114842 77725 1418 88 50186 46092 37458 8634 4094 2720 2518 5487 344 37117 1262 10435 3921 227 3694
shrinkage=0.05


Tree=77
num_leaves=31
num_cat=0
split_feature=48 61 7 52 7 44 40 37 78 22 53 39 49 68 99 37 97 102 45 112 27 61 109 28 98 103 123 13 72 64
split_gain=1710.82 2538.45 2894.29 2188.53 2090.29 2573.99 2196.8 2298.8 2208.86 2195.15 2116.14 2004.96 2075.54 1996.97 2257.43 2222.97 1970.22 2601.26 3308.74 2776.67 2251.75 3592.4 2936.85 2683.76 2158.64 2150.14 2093.84 2052.96 2201.81 2006.57
threshold=8.4630000000000027 1.6596500000000003 -3.0412499999999993 6.5497500000000004 1.6301500000000002 1.8651500000000001 53.590000000000011 1.3317500000000002 0.68503500000000017 -2.1395499999999994 2.0352500000000004 -0.87974499999999989 -3.5401999999999996 0.70790500000000012 -1.3809499999999997 -1.9323499999999998 -1.9609499999999997 -3.3224499999999995 -32.595499999999994 102.19500000000001 1.2556500000000004 0.70496500000000017 0.51569500000000013 0.068164000000000016 -1.6194499999999998 -5.0032999999999985 1.0000000180025095e-35 4.7243500000000003 2.2699500000000001 -1.2563499999999996
decision_type=2 2 2 2 2 2 2 2 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 13 16 6 9 -5 -8 -9 10 -6 -3 -13 14 15 -2 17 18 -1 27 21 23 24 -20 -23 -25 -24 -19 -29 -18
right_child=1 11 -4 4 5 -7 7 8 -10 -11 -12 12 -14 -15 -16 -17 29 19 20 -21 -22 22 26 25 -26 -27 -28 28 -30 -31
leaf_value=0.57148555556933089 0.30177520276321212 0.0059185226644638562 -0.011951874145893349 0.0055697469079444657 0.0054747084776560467 0.11354821454114912 0.53461209917679819 -0.084346680337237939 0.47111656308174138 0.015218389490030782 0.65074262210616363 -0.2668753548937885 -0.076331491397868573 0.3746267156688956 0.22667245480133166 -0.15622688956093045 -0.0098562128633057113 -0.001134647851981865 0.065304442165041082 0.43622241966627745 -0.053666662271143563 0.51472361541531064 0.15815344770949252 0.23657584731067929 0.1339900836115703 -0.050430163543241979 -0.088596203736106466 0.16996304299948473 -0.32905068414596222 0.001685322941638727
leaf_count=30 34 710 10572 8495 24 1208 39 63 25 2168 27 158 1497 69 132 120 52784 11097 2417 37 517 89 407 70 64 963 109 280 24 131423
internal_value=0 -0.348036 -0.144728 0.0217842 0.435704 1.09636 0.173113 4.30141 1.46911 0.456917 6.94174 -1.28738 -1.89045 2.66384 1.49887 -1.10219 -0.00311372 0.332308 0.961565 0.0756102 0.893824 1.14073 3.2615 0.729489 7.10925 -0.619631 2.1206 0.0475419 2.61134 -0.0324374
internal_count=225652 13292 10927 212360 12049 3427 8622 127 88 2219 51 2365 1655 355 286 154 200311 16104 4666 11438 4636 4119 669 3450 153 1033 516 11401 304 184207
shrinkage=0.05


Tree=78
num_leaves=31
num_cat=0
split_feature=123 128 110 61 2 0 19 9 36 33 86 29 12 24 71 111 22 122 76 39 38 29 8 22 28 87 79 38 65 48
split_gain=1658.15 1914.42 2187.03 2747.13 2575.35 2653.49 2546.81 2376.77 2343.19 3786.48 2614.9 2170.62 3332.97 2159.56 2363.35 2335.13 2236.28 2563.27 2210.4 1981.34 1968.89 1895.93 1964.24 1894.45 2248.09 1888.02 1877.85 1868.71 2769.83 2680.55
threshold=0.8500000000000002 0.8500000000000002 2.9898500000000006 6.1517500000000007 -1.8496499999999998 13.533500000000002 1.0000000180025095e-35 -5.2673999999999994 -0.41884499999999997 -0.62314499999999995 -0.10309499999999998 0.61906000000000005 1.6734500000000001 -1.4885499999999998 -13.094499999999998 6.980900000000001 0.063802000000000011 1.0000000180025095e-35 -2.1941499999999996 3.8636000000000004 0.76763500000000018 1.4828500000000002 -9.3106999999999989 5.6115000000000004 -1.3425499999999999 2.8663500000000002 4.0905000000000014 2.7083500000000007 -1.2199499999999996 1.4183500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 19 -7 -8 9 10 -5 12 -1 14 -13 -15 -16 18 25 -6 -10 22 -17 -2 -25 -18 -20 -28 -29 -30
right_child=23 -3 3 8 5 6 7 -9 20 -11 -12 13 -14 15 16 21 17 -19 26 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.0033845284218100508 -0.017510540919165023 -0.013153343221563195 0.051717562291051733 -0.11685142349113119 0.0092911577094741075 0.034765304562946159 0.71950529577160216 0.04297824293375016 -0.18138378333877511 0.70392019361257552 0.32263225098563869 -0.10496086574175621 0.044487391838866713 -0.013199791962127836 0.03725512783973111 0.2593905434796685 -0.12607381128520981 -0.040769576064113258 0.010724162504128878 -0.060400549272382892 0.11087112445262522 -0.33062144042924047 -0.13889511381973049 0.52069385926569667 0.064971000500058343 0.23617105743823907 -0.13036582959458923 -0.17704453384372551 -0.047606743301482915 0.46661649793386462
leaf_count=94709 15980 20930 3867 55 15847 72 37 20 71 40 88 493 5203 35982 4662 38 463 3408 21114 1090 306 100 167 31 213 39 454 71 47 55
internal_value=0 0.0238591 0.0557181 0.355973 0.297498 0.130534 4.64874 9.64255 2.54178 5.47777 3.072 0.0170763 0.1105 -0.122046 0.07267 -0.287351 0.107993 -0.00780017 0.115936 0.0961214 1.11662 -3.04267 -1.30133 -0.307986 2.4574 -1.95863 0.163838 -1.54162 1.25506 4.59341
internal_count=225652 209428 188498 21493 20933 17066 129 57 560 183 143 167005 99912 67093 30806 36287 30313 25651 22243 16937 377 305 205 16224 244 502 21741 627 173 102
shrinkage=0.05


Tree=79
num_leaves=31
num_cat=0
split_feature=16 41 7 63 39 95 10 87 84 69 29 94 127 126 16 75 112 92 2 68 96 57 25 110 115 46 61 91 69 112
split_gain=1723.39 2643.84 3034.03 2658.62 2258.05 2656.93 2097.99 2040.97 2122.36 2431.53 1812.81 2764.02 1807.96 2381.8 2025.79 3579.77 2794.37 2439.77 2970.76 2024.95 1959.73 3344.01 3003.17 2634.46 2545.7 3090.13 2425.43 4531.04 2424.03 2461.22
threshold=3.4459000000000004 2.2827500000000005 1.0000000180025095e-35 15.708500000000003 -0.81242499999999984 10.452500000000002 1.1678500000000003 -0.7407149999999999 -0.04059999999999999 3.5231000000000008 0.74117000000000011 2.9018500000000005 0.52500000000000013 1.3 -3.8695499999999994 1.0240500000000001 -1.6727999999999998 0.20645500000000003 -2.9545499999999998 5.9305500000000011 1.2438500000000003 -2.8604999999999996 -1.2141499999999998 -2.9224499999999995 1.0000000180025095e-35 4.624550000000001 -5.573599999999999 -4.4154999999999989 2.1403000000000003 14.658500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 -3 4 5 -2 -6 -8 -9 -10 -4 -12 13 14 15 16 -1 18 -17 -14 21 -16 24 -24 -22 -26 27 -25 29 -23
right_child=1 2 10 -5 6 -7 7 8 9 -11 11 -13 19 -15 20 17 -18 -19 -20 -21 22 28 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.530584919665541 -0.04756377198958555 -0.036918436187234796 0.079684715243903081 -0.19761519091743454 -0.02674237343097632 0.39599747158148713 -0.013991225781589617 0.050632500365259674 0.16198982690105196 0.6981199455757936 0.68796111078187827 -0.0075262933969497681 -0.00346996315144984 -0.0074490309097765958 0.06900430526191012 0.29591990888118741 0.019715781440486593 0.048012772222202293 -0.17618502514989606 -0.03902074831822884 0.02033318375429426 0.006978776714262622 -0.089802976678989288 -0.041360763766341541 -0.022312232775235041 0.39833127063783735 -0.021747493030212971 0.19773023703052262 0.029290690685668877 -0.19997406343075758
leaf_count=28 4799 110 44 214 2888 34 1153 1212 178 24 50 20 65356 33923 2551 35 608 189 695 4267 14591 61536 1309 428 5658 44 8813 369 14382 144
internal_value=0 -0.391199 3.00827 -0.463707 -0.391141 -0.888867 0.0498324 0.707626 1.51281 4.51377 6.62345 9.78501 0.019523 0.0830106 0.153668 -0.979722 0.844138 -2.24194 -3.071 -0.112975 0.169716 0.253886 -0.0422833 -0.465157 0.185252 -0.381326 -0.283872 1.3867 0.216115 0.129912
internal_count=225652 10726 224 10502 10288 4833 5455 2567 1414 202 114 70 214926 145303 111380 1555 636 919 730 69623 109825 78613 31212 10919 20293 5702 9610 797 76062 61680
shrinkage=0.05


Tree=80
num_leaves=31
num_cat=0
split_feature=128 16 29 87 95 55 102 108 78 46 112 48 90 63 92 36 102 87 82 94 35 9 25 59 3 59 103 102 3 87
split_gain=1583.69 1957.93 2947.07 2235.2 3023.76 2359.46 2062.96 2028.56 2174.78 2672.92 2150.01 2403.1 2144.94 2156.84 1923.2 2133.59 3119.12 1958.79 2063.08 1921.1 1873.96 1826.22 2636.14 2156.53 2001.88 2707.68 1817.7 1805.36 1782.35 1763.88
threshold=-0.94999999999999984 -3.6977499999999996 1.9875500000000004 6.8196500000000002 -2.0480499999999995 2.5286500000000003 -4.5849499999999992 -2.9980499999999997 1.8688500000000003 -1.0932499999999996 26.222000000000005 1.3198500000000004 -1.0018499999999999 2.3286500000000001 -0.30201499999999998 -1.6587499999999997 1.0100500000000003 -3.5985999999999998 14.657500000000001 -7.4783499999999989 7.2492500000000009 0.79448500000000011 -13.897499999999999 0.020980500000000003 -0.76483999999999985 -0.50798499999999991 -1.0065499999999996 -4.3973499999999985 -2.2578499999999995 -0.81885499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 14 -5 -6 7 8 9 -3 11 12 13 20 15 21 -17 -16 28 26 -9 22 -2 -23 -24 -26 -1 -25 -19 -18
right_child=1 6 -4 4 5 -7 -8 10 -10 -11 -12 -13 -14 -15 17 16 29 18 -20 -21 -22 23 24 27 25 -27 -28 -29 -30 -31
leaf_value=0.59199798489394395 -0.24401373688991257 0.41470695182681089 -0.15609082479010494 -0.097321626087029781 0.16936123211209367 0.67558953948318967 0.0010602860608635144 0.13400579583721439 0.73490642488002778 -0.20385203193272317 0.30678170541642419 -0.064825601210308947 0.018154510048870778 -0.11388209027195857 0.23893464230324912 -0.16915073123308694 0.33102282207263145 -0.1274047900277103 0.38052668098892489 -0.019675427548299276 0.60312131941318514 -0.25124901084945755 0.14715920363687288 0.37805337943136696 -0.2445974178329299 0.34365442670308632 0.083092062759238319 -0.045418369344302587 0.01773928509896551 -0.027747200698399085
leaf_count=23 65 40 432 75 82 32 206310 658 20 31 71 562 1678 88 92 707 38 257 35 11696 22 130 388 27 79 26 74 371 1195 348
internal_value=0 0.0196727 -0.642116 -0.370712 2.98491 6.22921 0.0335068 0.834086 5.48725 2.89264 0.696561 0.568179 0.996616 2.3808 -0.539475 -1.14845 -2.1348 0.300897 0.0238581 -0.356752 2.98366 -0.155736 1.10569 -1.48883 1.89491 -1.9787 4.07521 -0.333808 -0.159016 0.151443
internal_count=225652 213859 4379 3947 189 114 209480 3170 91 71 3079 3008 2446 768 3758 2179 1093 1579 1487 11793 680 1086 558 528 493 105 97 398 1452 386
shrinkage=0.05


Tree=81
num_leaves=31
num_cat=0
split_feature=129 129 13 46 25 95 61 110 19 110 60 8 21 76 16 76 49 7 19 110 76 0 48 41 49 52 114 29 14 86
split_gain=1562.84 1959.25 2970.26 2790.03 2629.38 3302.69 3821.1 3159.63 3267.82 2951.03 2828.73 3668.77 3319.54 3253.12 2724 3397.27 3355.22 2676.65 3681.75 2666.63 2898.92 2859.59 2607.98 2695.68 2529.41 2508.53 2506.56 3619.37 2468.02 2414.65
threshold=0.3000000000000001 1.5000000000000002 -3.4393499999999997 -1.63235 -0.73290499999999981 9.7723500000000012 -5.1662499999999989 1.6449500000000004 0.56139000000000017 0.061888000000000006 -1.5586499999999999 -0.35861499999999996 3.2370500000000004 -0.72926499999999994 -0.074331499999999981 -1.4698499999999999 29.155500000000004 -0.083961499999999981 -1.2465499999999998 -0.54278999999999988 -1.0746499999999999 13.533500000000002 1.8268500000000001 1.4089500000000001 4.9027000000000003 2.3380000000000005 1.0000000180025095e-35 1.1446500000000002 -1.9604499999999996 -4.7641999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 28 10 6 9 -7 -9 -6 12 14 -4 -14 16 17 -12 18 -16 29 -21 -22 -13 -24 -11 -8 -2 -28 -3 -17
right_child=1 2 4 -5 5 7 25 8 -10 24 11 22 13 -15 15 19 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.031871000724818292 -0.0026222513183467812 0.20580417083681757 -0.057078383273624626 0.097304081631195527 -0.01594059949800853 -0.15003338305895189 -0.0072228338189081615 0.0013897400163114073 0.65182483565239679 0.15547380675580852 0.018818691554636179 0.053127788878440288 0.36970628201133676 0.014248545931042295 0.1450926432691759 0.422518623592677 0.23562605383275953 -0.011448059881554356 -0.037610248499785115 -0.13951522901408234 0.014001503920473704 0.52124703031565456 -0.019187371190825985 0.25583778506004684 0.69205594671809156 0.012426508210025665 -0.013258645634080258 -0.076864570431028179 0.0031643758476819156 -0.051545677094519217
leaf_count=3782 71415 159 2360 1558 310 702 70483 240 21 487 12658 8680 90 226 908 27 181 1317 396 318 3615 28 2123 93 23 21107 11631 2769 2733 5212
internal_value=0 -0.0108655 0.0637656 0.867285 0.0365959 -0.0538509 -0.0346519 -1.89619 1.07447 2.11443 0.257492 0.332114 -0.734015 2.30973 0.118593 -0.227781 0.437503 0.7766 1.79218 -0.513921 0.105249 0.358004 0.815359 -0.152905 3.59345 -0.0538925 -0.129189 -0.509791 0.286107 -0.98205
internal_count=225652 221870 136055 4450 131605 93373 92410 963 261 820 38232 35556 2676 316 24660 11821 12839 2621 1304 9200 3961 3643 10896 2216 510 91590 85815 14400 2892 5239
shrinkage=0.05


Tree=82
num_leaves=31
num_cat=0
split_feature=16 14 39 2 67 9 16 45 34 14 48 56 89 113 6 24 14 20 50 65 123 78 34 54 68 102 59 18 71 28
split_gain=1547.8 2277.12 1926.36 2096.88 1955.03 1806.19 2036.26 1765.49 2610.18 1760.59 3041.15 2099.03 1969.27 1983.98 2857.16 2161.18 1730.26 2181.75 1653.13 1622.82 1608.26 1866.15 2590.68 3233.38 1751.38 2789.11 4040.53 2691.35 2591.46 2216.81
threshold=3.4459000000000004 -0.99896499999999988 -1.1086999999999998 13.320500000000001 0.57117000000000007 2.3912500000000003 3.8013500000000007 2.2792500000000007 0.51434500000000016 9.9576000000000011 4.5654500000000011 1.11155 -10.019999999999998 1.0000000180025095e-35 -3.5166499999999998 9.1350000000000016 -0.49067999999999995 1.2390500000000004 -0.052321999999999987 -0.23499499999999998 0.8500000000000002 4.2311500000000004 -1.0065499999999996 2.1963500000000002 -2.0566499999999999 3.3654500000000005 -1.8984999999999999 -1.5116499999999997 2.5534500000000002 -1.3799499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 4 7 9 -7 -4 19 10 12 -12 -3 -14 16 -16 -15 -18 -8 -9 24 -22 -23 -24 25 27 -27 28 -1 -30
right_child=1 5 3 -5 -6 6 18 8 -10 -11 11 -13 13 14 15 -17 17 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.64836774840950973 -0.03280499878149392 0.27852342145479458 0.032802241455887698 0.38816425064135168 -0.19176892211779636 -0.05928571979727662 0.66883317691087729 0.65398681660493219 -0.20186308523019159 -0.14017981355376904 0.082231424229089606 0.65132430081184101 -0.059339615872557906 0.0099504372558078258 0.0052581337515514911 -0.19175532990698949 0.71914993068203337 0.080717238978199338 0.14251472055408601 0.10091490092731657 -0.01173667212663565 -0.22103962202866875 -0.05027032576396432 0.61444939325253178 0.0012952744444655329 0.69211508898358609 -0.058166742500136884 0.0097277625662658563 -0.13257973703365883 0.11229530201210745
leaf_count=21 1563 49 2311 42 94 57 25 36 21 412 43 26 4092 37 1653 152 32 23 37 21 15047 249 142 21 193342 38 34 5029 103 900
internal_value=0 -0.370734 0.216399 0.756485 0.637965 -0.732319 3.1285 0.813977 5.49323 -0.802796 -0.667815 5.93344 -0.743252 -0.794909 0.0504201 -0.226649 5.4864 9.04338 7.0948 9.00447 0.0185017 -0.292225 -2.39193 0.707368 0.0425835 0.569043 6.75631 0.495446 1.97316 1.74297
internal_count=225652 10726 4088 2525 2483 6638 119 2389 78 6519 6107 69 6038 5989 1897 1805 92 55 62 57 214926 15459 412 163 199467 6125 72 6053 1024 1003
shrinkage=0.05


Tree=83
num_leaves=31
num_cat=0
split_feature=48 44 124 13 119 57 75 52 44 78 37 68 15 81 13 112 26 27 2 48 59 125 31 21 72 14 12 44 21 60
split_gain=1508.73 2242.52 2163.79 3482.21 3202.31 2806.53 2760.7 2314.01 2624.27 2310.82 3116.61 2396.52 2205.33 2990.54 2715.12 2329.63 3358.32 2220.41 2121.65 2326.73 2078.79 2053.86 2981.77 2259.05 2045.22 2033.6 2817.94 1994.52 2534.7 1975.2
threshold=8.4630000000000027 5.041500000000001 1.0000000180025095e-35 -4.5082499999999994 1.0000000180025095e-35 1.4927500000000002 1.4931500000000002 -1.3495499999999996 7.5415500000000009 -7.7383999999999995 4.5466500000000005 16.435500000000001 -1.6984499999999996 -1.4251499999999997 1.1213500000000003 -1.3656499999999998 -0.7417999999999999 1.5728500000000001 1.6628500000000004 -1.0089499999999998 1.6610500000000001 1.2500000000000002 3.7590500000000007 -1.8307499999999999 1.8087500000000001 434.22500000000008 -1.9937499999999997 4.2506500000000011 1.96255 0.95263500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 4 -4 7 9 -7 21 -9 10 -5 -11 13 29 -14 17 18 -16 -17 -20 -2 22 -1 -24 -15 26 -3 -22 -29 -6
right_child=1 25 3 5 12 6 -8 8 -10 11 -12 -13 14 24 15 16 -18 -19 19 -21 27 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.056850019744804504 -0.0019474166496751657 0.006448975379516231 0.079198083445690251 0.082601598114311947 0.018637373070506356 0.043081225229509489 0.0051987861733070601 -0.02285980936209539 0.034531364902262031 0.00094270265497188761 0.59463410392841876 -0.18922126212617363 0.015393858065059232 -0.035258935774324436 0.052560454093474013 0.053129719668015774 -0.038744117532374604 -0.022714063821174885 -0.21983529488605105 -0.0019201123360810116 -0.11918745156552178 0.020136110383583664 0.53833859774374193 0.07443306344991539 -0.14877369052205963 0.047246969716750971 -0.13089725616929621 -0.038632740186793468 0.57552267846961813 -0.16043571566173342
leaf_count=1821 10522 551 1602 236 4099 8667 10805 34743 2113 85392 34 166 35064 4519 2420 1962 7990 1646 152 631 640 7501 31 171 435 340 1159 56 24 160
internal_value=0 -0.326834 0.0204572 0.120715 -0.0811734 0.0984535 0.441206 -0.277844 -0.39139 0.0206926 2.9416 0.0114749 0.0732255 -0.376266 0.156273 -0.202882 -0.447045 0.441756 0.507205 -0.884459 -0.151435 0.161557 -0.732648 2.91253 -0.904528 -1.28871 -1.73282 -1.7953 2.91228 0.238201
internal_count=225652 13292 212360 106902 105458 105300 19472 46380 36856 85828 270 85558 59078 9213 49865 14801 10735 4066 2745 783 11242 9524 2023 202 4954 2050 1710 720 80 4259
shrinkage=0.05


Tree=84
num_leaves=31
num_cat=0
split_feature=6 53 79 128 37 55 18 11 78 5 73 11 103 3 21 55 99 47 112 55 90 58 50 53 73 60 14 54 78 43
split_gain=1486.06 2017.48 2189.8 2247.78 2849.01 2279.38 2363.87 2124.55 2053.57 2002.38 1829.06 1828.89 2888.16 1980.81 1983.08 2227.55 1876.56 1910.69 1790.27 1755.73 1751.7 1695.44 1685.71 1753.8 2263.15 2454.51 1823.79 1685.47 1676.46 1725.95
threshold=-3.6097499999999996 -1.4964499999999996 -1.5512499999999998 -0.44999999999999996 -2.0476499999999995 3.3258500000000004 -1.2641499999999997 -2.1737499999999996 -3.2939499999999993 -1.0918499999999998 1.3184500000000001 -0.50981499999999991 -2.0892499999999994 -0.30272499999999997 -0.10865499999999999 2.1366500000000004 -1.4541499999999996 1.0943500000000002 -2.1068499999999992 3.8607500000000003 1.2355500000000001 0.52576000000000012 18.409000000000002 1.4769500000000002 -5.4348499999999991 0.72484500000000007 28.148000000000007 -2.0548499999999996 5.2096500000000008 1.2033500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 9 -4 -3 18 -11 -9 16 14 15 20 17 -13 -6 21 -14 -17 23 26 25 -25 -10 -16 29 -26
right_child=-2 8 7 4 5 -7 -8 11 22 10 -12 12 13 -15 27 19 -18 -19 -20 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.11733484777119307 -0.00090613828025366936 0.096767273504776485 0.37758775499959785 -0.14294443209966023 0.42599184782459187 -0.16028092937434424 0.00065136982593685391 0.025569534009601821 -0.005343167479044111 0.75946927992948177 0.28415238514208974 0.26940562270936513 0.036432694503362631 0.10239447553622838 0.28685969022604135 0.96651171048482265 -0.38811287681261697 -0.21042416724489957 0.031722077083858574 0.12110363167524339 0.48383259842028981 0.3232641772180796 -0.11807615726751586 0.10701555512619741 0.053050982863614232 0.64638404077099221 -0.14151770241098285 0.88149749230254781 0.39006769470870495 -0.062305525965155012
leaf_count=315 214933 567 60 150 39 68 156 927 4854 29 67 42 138 532 26 21 39 41 110 25 26 20 300 66 1328 31 259 22 32 429
internal_value=0 0.36339 1.08376 -0.172028 0.934629 2.14791 3.05574 1.69496 0.102113 4.99314 8.55475 1.50593 2.49514 3.17832 5.3416 4.12148 -2.04078 0.647625 2.6984 9.02716 2.14724 13.0546 -0.0402958 0.0591996 0.883412 5.58782 -0.244822 11.188 0.628338 0.497696
internal_count=225652 10719 2853 934 619 469 401 1919 7866 245 96 1859 932 810 278 230 122 83 149 66 164 41 7299 6999 1886 97 5113 48 1789 1757
shrinkage=0.05


Tree=85
num_leaves=31
num_cat=0
split_feature=128 128 128 6 49 32 39 89 47 63 33 6 84 56 7 71 59 50 68 9 7 28 36 78 100 16 46 68 100 85
split_gain=1457.89 1850.16 2468.97 2254.68 2108.69 2210.7 1952.07 1908.53 1879.59 2595.45 2185.58 2027.17 2090.95 2009.42 1864.72 1849.52 2605.54 2605.09 2581.78 2346.05 2291.82 2192.3 2139.16 2080.8 2008.81 1906.37 2031.36 2265.03 1886.53 1864.06
threshold=0.95000000000000007 -0.34999999999999992 0.45000000000000007 -2.8382499999999995 -3.5401999999999996 41.250500000000009 -0.47054499999999994 -2.1798499999999996 2.0499500000000004 1.93015 -3.2205999999999997 -5.0652499999999989 -1.62645 1.1633500000000001 5.9771500000000009 3.9826000000000001 -1.7976499999999997 -0.4143949999999999 -1.3986499999999997 -1.96315 5.9771500000000009 2.0032500000000004 -2.0226499999999996 2.7080500000000005 4.8717500000000014 -4.0107499999999989 3.7232000000000003 -1.2692499999999998 -0.085992999999999986 -1.1184499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 7 14 -1 -3 10 -10 13 12 -12 -8 -6 25 18 19 22 -18 21 23 -17 -19 28 26 27 -5 -20 -21
right_child=-2 2 -4 15 5 -7 8 -9 9 -11 11 -13 -14 -15 -16 16 17 20 24 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015183087501944668 -0.01921052097923287 0.21358611539558128 -0.0030927206741845023 0.17712312729822266 0.043123812913411767 -0.17105110824108125 0.083363220955593051 -0.25821195545677961 -0.07307458470350911 -0.0056849738297701322 -0.054155526844097336 0.0037007463073409335 0.14074767673077088 0.45443455580621955 0.3437431250913785 0.21834895771674137 0.35574330229025625 0.12837336925037166 0.26052294840343332 -0.091207887468444659 -0.11967644861630969 0.56132868241380762 0.035817491221601626 -0.21497052355358998 0.61789652427228603 0.0058898055166795591 -0.44263454937353369 -0.14439575905102309 0.027657221383104724 0.0089122729726441672
leaf_count=30929 9462 27 64933 72 6459 120 415 104 1754 7706 187 30931 521 40 52 176 39 547 207 844 118 27 1824 48 26 66629 41 229 150 1035
internal_value=0 0.0168158 0.0825159 0.20152 0.753617 0.832107 -0.113443 -3.21942 0.0281379 -0.363597 0.143605 0.112311 1.78538 2.3197 0.910494 0.149677 0.733811 0.0530808 1.4931 -0.561848 1.64691 2.41343 1.03761 2.0135 3.87165 0.105708 -2.24923 -1.34975 3.2536 -0.721184
internal_count=225652 216190 143707 78774 6762 6631 72483 131 41554 9460 32094 31639 708 455 6511 72012 5041 2658 2383 1918 740 622 2000 595 383 66971 342 301 357 1879
shrinkage=0.05


Tree=86
num_leaves=31
num_cat=0
split_feature=0 5 83 51 4 50 29 23 75 10 18 29 91 60 56 92 81 48 16 46 6 38 37 60 87 87 31 37 56 0
split_gain=1410.18 2558.35 2340.21 2830.55 2684.88 2233.44 2152.91 2882.99 2417.07 2127.11 3491.26 2512.83 2131.23 2050.8 2038.76 2028.08 2723.29 2289.9 2196.75 2184.41 2717.77 2048.17 2575.42 2276.15 2016.74 2175.76 1944.37 2031.2 1904.15 1888.19
threshold=0.19800500000000001 1.0475500000000004 -0.97384999999999988 -1.6355499999999996 -0.47397499999999998 -2.0074499999999995 -0.22670499999999996 -1.3717499999999998 1.5123500000000003 1.8424500000000001 3.6497000000000006 1.1877500000000001 2.5246000000000008 -1.7317499999999997 -1.0614499999999998 13.394500000000003 11.005000000000001 53.619000000000007 -3.6977499999999996 0.095333500000000015 -1.3110499999999996 -2.1657499999999996 -1.8485499999999997 -0.60072499999999984 -0.80953999999999982 3.4329500000000004 2.1710500000000006 -1.18265 17.315000000000001 -2.7428999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 26 -6 7 24 13 12 11 14 -10 -8 -11 18 17 28 21 -18 -21 -2 23 -23 -3 -26 27 -4 -17 -28
right_child=15 6 3 -5 5 -7 8 -9 9 10 -12 -13 -14 -15 -16 16 19 -19 -20 20 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0056876642936357046 -0.17955220193949653 0.016835465276470552 0.010646225666730314 -0.017683567197122121 0.31100118095810347 -0.089150970708886196 -0.24886574692196317 0.029363805712004407 -0.099127659185704875 -0.064004215536018219 0.75475830977316949 -0.042738076021505325 0.083253763077071816 0.091660897013623538 0.5004041129102309 0.037916871824368537 -0.099246996354598271 0.41705532834718106 -0.0046018839932844176 0.77460336974172883 0.17720969268017348 0.69123770679746366 -0.062003806039667056 0.074471611615556932 -0.22603136447869954 0.058925729617476469 0.43882912322878842 0.096983691644099354 -0.1990268485248089 -0.055654098349455887
leaf_count=92044 335 260 1139 23288 37 606 45 2135 550 24 20 162 226 2532 48 1465 26 38 97148 33 45 21 623 52 303 86 20 1695 90 556
internal_value=0 0.0704449 0.0374466 -0.219441 0.551828 -1.3225 0.686858 0.0262145 1.19676 -0.0980576 2.41377 1.32989 -0.920228 1.71429 6.24536 -0.0887128 0.995166 0.671487 -0.107447 5.95306 8.59906 -1.55945 -0.581605 5.03795 -1.8195 -3.26066 0.905257 1.24568 0.484062 -0.769691
internal_count=225652 125776 119385 27341 4053 643 6391 2784 3607 1030 254 234 776 2577 72 99876 1697 1593 98179 104 78 1031 696 73 649 389 3410 2834 1555 576
shrinkage=0.05


Tree=87
num_leaves=31
num_cat=0
split_feature=129 129 7 53 85 126 61 111 122 29 29 5 110 38 78 0 4 79 129 15 84 56 68 65 11 14 57 58 58 39
split_gain=1375.42 1813.97 2634.15 2889.96 2613.89 2673.48 3121.43 2518.61 2303.53 3242.29 2249.77 2798.57 2991.72 2631 2530.78 2427.76 2239.9 2542.14 2237.53 2182.01 2493.53 2309.24 2341.05 2158.73 3033.69 4149.71 2800.72 2148.34 2121.24 2742.05
threshold=0.3000000000000001 1.5000000000000002 -2.6434499999999996 -1.7734499999999997 5.5511500000000007 1.5000000000000002 1.8834500000000001 0.084305500000000019 1.0000000180025095e-35 1.1446500000000002 -0.25147999999999993 0.25370500000000001 2.0094500000000006 -2.2372499999999995 -7.7383999999999995 -0.20170999999999997 3.0681500000000006 1.4028500000000002 1.9000000000000001 0.37429500000000004 0.77825500000000014 -1.1737499999999998 2.0042500000000003 -0.96269499999999997 -0.60026999999999997 -9.9551999999999996 6.4098000000000015 -0.34561999999999998 -1.2821499999999999 -1.57195
decision_type=2 2 2 2 2 2 2 2 2 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 18 5 10 -7 23 28 19 11 12 16 -12 -15 -14 -4 -18 -3 -10 21 22 -21 -8 25 -25 -27 -20 -2 -30
right_child=1 2 4 -5 -6 6 7 -9 9 -11 13 -13 15 14 -16 -17 17 -19 27 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.029898957706984659 -0.01439518160342915 0.045999307088748116 0.014665789545341135 0.015224889348782586 0.021710741477875564 -0.033483195823002951 -0.053869317084444923 0.32120078757587001 0.0015692772373798365 -0.073070611827191184 -0.032576907040819475 -0.002677776460454871 0.046020802901912253 0.18339989312313579 -0.0013363752038694919 0.15376084956329272 0.69080050467298593 -0.048843214625404002 0.26169815371558069 0.022043141081798306 -0.10747450753824279 -0.050100956524959245 0.28943897682812908 -0.25988540381193159 0.025195187360262106 0.28600042355368321 0.87982420645809423 0.074154776588330862 -0.018423104342622534 0.010347099936411887
leaf_count=3782 24644 1055 16745 5693 14126 9890 422 82 8052 2769 7321 19436 2460 186 56695 664 26 21 300 683 1113 1690 93 30 453 115 24 311 10755 36016
internal_value=0 -0.0101932 0.0616177 0.643501 0.0283448 -0.0216972 -0.490052 1.08754 -0.124045 -0.488907 0.028126 0.216394 0.479837 -0.0872711 -0.0146458 1.37841 0.312665 7.20643 1.80193 -0.257382 -0.907049 -0.346288 1.08179 0.668388 1.85282 5.46855 7.77062 3.32477 -0.0504752 0.0746277
internal_count=225652 221870 136055 7359 128696 114570 11016 1126 85815 14400 103554 39352 19916 64202 56881 3124 16792 47 1666 11631 3579 2466 776 1044 622 169 139 611 71415 46771
shrinkage=0.05


Tree=88
num_leaves=31
num_cat=0
split_feature=52 0 2 18 68 64 39 44 110 109 121 115 44 99 17 1 39 110 30 129 29 63 38 12 17 71 6 0 42 17
split_gain=1368.54 2053.19 1867.56 2384.96 2102.49 1694.08 1688.76 1953.41 3588.47 3147.38 2872.97 4979.83 3012.96 2629.93 2585.47 3325.78 2401.12 2340.53 2518.19 3938.46 3055.15 3492 3438.72 2932.08 2928.43 2503.93 2435.67 2428.91 2530.55 2418.89
threshold=6.5497500000000004 9.4558500000000016 13.320500000000001 -0.34665499999999994 -0.49851499999999999 -1.5997499999999998 -2.9955499999999993 0.37436500000000006 -2.7269499999999995 -1.7863999999999998 1.5000000000000002 1.0000000180025095e-35 2.6676500000000005 4.0347000000000008 -1.9073499999999999 -1.4450499999999999 -2.4821499999999994 -4.330849999999999 0.59125000000000016 1.5000000000000002 -0.15813999999999998 -0.17718999999999999 0.47428000000000009 0.34681000000000006 -1.2384499999999996 0.45065500000000008 -1.6569499999999999 0.24265000000000003 1.9407500000000002 76.586000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -3 -1 17 9 -9 11 13 -13 -10 15 -15 -14 -8 -19 23 21 -21 -23 -20 -25 26 -24 28 -22 -26
right_child=1 5 3 4 -6 -7 7 8 10 -11 -12 12 16 14 -16 -17 -18 18 19 20 27 22 25 24 29 -27 -28 -29 -30 -31
leaf_value=-0.019040138098327636 0.010138790568780139 0.44519533345828188 0.030533020265066803 0.86551402636936725 0.16607458359477195 0.09182479759627904 0.033968209525525372 -0.076192664736534119 -0.028797244090626374 -0.009908527942718539 0.014031849035465935 -0.0090761345962864295 0.13585459680606923 -0.12081008986993269 0.023885120529342271 0.65950194282664198 0.021517551613366943 -0.001621296623279757 -0.022063727056940863 0.12242998772309877 0.014544533638344487 0.0050690412943640946 -0.10708856989036908 0.087002243955472583 -0.0016546341576763877 0.15897333538941205 0.082285264880341352 -0.021479899548870154 0.09725574744414843 0.502059026931723
leaf_count=12193 12741 37 67 21 22 407 6176 3254 23619 3983 18663 12913 480 22 1653 36 10585 91035 8374 1638 3773 2984 220 1425 3437 794 744 3107 1225 24
internal_value=0 0.311242 0.238197 4.34094 10.1532 2.42545 -0.0194859 0.00252373 -0.124812 -0.794242 -0.0535364 -0.18002 0.146612 -0.489219 0.707964 7.27043 0.52955 0.079164 0.0479564 0.311701 0.672183 1.18982 0.755005 -0.082083 0.533527 1.86445 0.781343 0.264718 0.696338 0.0367665
internal_count=225652 13295 12851 110 43 444 212357 200164 75208 7237 67971 49308 23978 25330 1711 58 11065 124956 118780 27745 14485 6380 4742 13260 4886 1758 964 8105 4998 3461
shrinkage=0.05


Tree=89
num_leaves=31
num_cat=0
split_feature=124 13 119 3 87 14 96 47 61 71 94 4 112 42 46 27 24 102 77 12 76 6 94 123 69 14 57 110 68 20
split_gain=1363.61 3305.96 2839.73 2752.68 3148.43 3013.09 2552.64 2873.41 2694.55 2160.48 2728.25 2201.58 2655.86 2080.78 2207.56 2050.41 2263.38 2240.48 2354.42 2310.51 2336.65 2440.15 3019.01 2603.78 2073.24 2627.04 2307.7 2063.63 2173.53 2005.21
threshold=1.0000000180025095e-35 -4.5082499999999994 1.0000000180025095e-35 12.996500000000003 -1.1844499999999998 144.88000000000002 8.9355000000000029 11.644500000000003 1.6419500000000002 -1.8617499999999996 0.019680500000000004 -1.7517499999999997 1.5090500000000002 -2.1896499999999999 -2.6941499999999996 1.5587500000000001 6.019750000000001 3.4438500000000007 0.68332500000000007 1.5987500000000001 -1.5781499999999997 -3.2795499999999995 -1.3916499999999996 0.75000000000000011 12.563500000000003 10.634500000000001 1.8953500000000003 -1.80765 10.557500000000003 7.2176500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 15 5 -5 7 -3 -9 10 -1 12 -12 14 -14 17 -17 19 29 20 21 22 23 -4 -21 26 -26 28 -22 -19
right_child=1 6 3 4 -6 -7 -8 8 -10 -11 11 -13 13 -15 -16 16 -18 18 -20 24 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.060529454890963841 0.074995412819423013 0.0062885066019662018 0.40664510316370683 0.20141980466743312 0.014461565827422959 0.76643694309251653 -0.029623154465080587 -0.019697904825945141 -0.13509301719034877 -0.0071627904155280673 0.13704606330782707 -0.02234145684903871 -0.2512488027191106 -0.22644409903518434 0.11058084454423595 -0.013817465608413307 -0.12023405377712891 0.057061246067853622 -0.0019269177216733394 0.027160942729399146 -0.037263886646565415 0.01180269287919667 0.056336155884282695 -0.12128396239773981 0.0011432247285821796 0.72298450721871288 0.39850138690736564 -0.0019239737069120556 0.42094459441991949 0.18955806904084135
leaf_count=4823 1610 101998 120 150 247 28 5747 3782 584 38148 507 5659 53 106 206 7989 533 1705 1584 5719 5650 11091 710 29 113 21 54 26317 26 343
internal_value=0 0.0771224 -0.0783557 0.0634787 2.59977 5.80598 0.0566901 0.0917648 -0.702665 -0.257229 -0.640164 -0.218918 1.26015 -0.796691 0.73077 0.0460939 -0.409464 0.118684 0.876958 0.0634372 -0.015496 0.361812 1.98554 6.07788 0.650633 3.91818 2.59261 -0.156428 -0.7033 1.58504
internal_count=225652 113721 111931 62429 425 178 112111 106364 4366 49502 11354 6531 872 365 259 62004 8522 53482 3632 49850 43943 11950 859 149 5907 188 167 31993 5676 2048
shrinkage=0.05


Tree=90
num_leaves=31
num_cat=0
split_feature=123 44 32 44 97 26 34 84 100 26 47 62 11 11 17 11 85 15 48 31 20 88 27 100 57 91 15 35 100 31
split_gain=1305 1779.5 2233.13 2727.47 2189.71 2700.07 2657.51 2768.47 1787.61 1644.88 2009.58 1604.82 2853.86 1904.66 2723 1749.42 1600.45 1587.15 1525.55 2936.23 2452.99 3360.68 2334.58 1486.3 2706.16 2359.68 2214.8 1704.72 1607.47 2230.66
threshold=0.8500000000000002 0.71923000000000015 11.435500000000003 0.86998000000000009 -2.1862499999999998 2.1827500000000004 -1.1571499999999999 -2.0018499999999997 10.559500000000002 -21.287999999999997 -2.9721499999999996 1.28685 1.8621500000000004 1.6018500000000002 1.6144500000000004 1.71845 1.1556500000000003 -0.037830999999999997 -1.1207499999999999 -1.0703499999999997 2.6907000000000005 0.36569500000000005 2.2579500000000006 -0.65155499999999988 1.5082500000000001 -0.043248499999999995 -0.25156499999999998 -1.7667499999999998 1.0232500000000002 -0.98546499999999992
decision_type=2 2 2 2 2 2 2 2 2 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 8 -4 5 6 -2 -8 11 -6 -11 18 13 23 15 -15 -14 -10 20 -20 21 -3 -22 24 -13 -26 -27 -28 29 -25
right_child=1 2 3 -5 9 -7 7 -9 17 10 -12 12 16 14 -16 -17 -18 -19 19 -21 22 -23 -24 28 25 26 27 -29 -30 -31
leaf_value=0.0010583221814983482 -0.023876588183520311 -0.068432825211531087 0.37881065687307947 -0.15345030308810328 0.21252782450002783 0.52822403414496066 -0.13364300590295058 0.28504744981665436 0.51543374734620251 -0.24293209816280165 -0.031743249663849678 0.0078504910253641112 -0.13006714752179463 0.37386925074864519 0.61143357103521179 -0.20912238686315476 0.0079994547234908241 0.10474515017634685 -0.38879085097994126 0.0324548890470618 0.18264478843878298 0.48400726359751495 0.83488596625950029 0.14151724026671478 -0.20713620505162647 0.093732442966727336 0.2525085602645521 0.77212138853378987 0.031689861297703355 -0.17450768670566597
leaf_count=209428 529 117 26 324 68 29 52 164 30 114 9462 331 650 22 33 31 310 109 42 2747 34 36 23 70 21 43 27 38 466 276
internal_value=0 -0.273228 0.170405 -2.27822 -0.520466 1.09783 0.729332 3.68503 0.327483 -0.650346 -0.685148 0.234934 -0.389967 0.542956 5.09759 0.657483 -1.70966 3.86766 0.717935 0.522226 3.31714 1.23106 8.9166 0.235017 1.6712 5.55643 7.44238 11.1256 -0.578582 -2.21144
internal_count=225652 16224 5806 350 10418 774 745 216 5456 9644 9576 5317 2318 1358 86 53 960 139 2999 2789 210 153 57 1272 460 129 108 65 812 346
shrinkage=0.05


Tree=91
num_leaves=31
num_cat=0
split_feature=16 41 14 111 39 10 70 83 93 61 55 70 14 103 1 98 127 126 102 78 26 1 46 80 26 0 29 97 32 111
split_gain=1361.47 2215.07 2026.9 2252.36 2144.99 1912.61 1899.37 1706.15 1787.22 1560.5 1727.4 1558.94 2285.04 1557.27 3266.53 1554.45 1526.73 1985.09 1919.54 2152.49 2144.29 2013.12 2241.17 2771.93 2446.84 2574.94 2426.35 2108.56 2058.21 1967.68
threshold=3.4459000000000004 2.2827500000000005 9.9576000000000011 11.923000000000002 -0.79051499999999997 1.1678500000000003 -0.95288499999999987 0.15295000000000003 -0.15557999999999997 1.9523500000000003 0.4609450000000001 -3.3729999999999998 -0.25272999999999995 -2.4106499999999995 -1.4641499999999998 -1.0958499999999998 0.52500000000000013 1.3 0.65159500000000004 -0.50422499999999981 -12.690999999999997 -1.4450499999999999 0.73276500000000011 3.9654000000000003 -4.1802999999999999 4.2005000000000008 -24.314999999999994 0.27178000000000008 1.1008500000000001 23.012500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 4 -2 9 -4 -7 -9 11 -11 12 -6 14 -13 -10 17 18 21 -20 -21 -1 27 28 25 26 -25 -23 -24 -26
right_child=1 -3 6 -5 5 7 -8 8 15 10 -12 13 -14 -15 -16 -17 -18 -19 19 20 -22 22 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.016699174432505133 -0.042232762302518378 0.13819601006440022 -0.29639222586837904 0.33285842476736593 0.028231068481417265 0.050780008321106511 -0.061135276320368748 -0.27258703334345702 0.34037885090400438 -0.019846725623522486 0.55822778642177584 0.55760459204514823 0.60475746253910279 -0.052296174847383151 0.014148087972622082 -0.05453891439500165 -0.0052202743363953842 -0.0068049274792168248 0.029815102761271719 0.089353473977762637 0.0039215314792542368 0.007753475902109461 0.0031253498188499131 -0.41622527032285128 -0.14587649387585652 0.3265064749866724 0.01315389750180421 -0.033967648593877318 -0.035059755117328187 0.16739460830840303
leaf_count=17368 4743 224 120 46 68 2211 301 84 29 28 24 30 23 2265 353 177 69623 33923 16116 757 24694 33040 8819 37 924 58 297 3334 5883 53
internal_value=0 -0.347705 -0.414073 -0.324296 -0.356298 0.0813959 -2.56384 0.716473 -1.56412 -0.487693 4.93914 -0.590721 3.47893 -0.730577 1.13433 0.0211261 0.0173524 0.0756936 0.140199 0.310332 0.129251 0.038901 -0.0588203 -0.369819 -1.73081 0.379783 -0.688241 0.0785873 -0.243088 -2.57765
internal_count=225652 10726 10502 10081 10035 5292 421 2501 290 2791 52 2739 91 2648 383 206 214926 145303 111380 41567 25451 69813 52445 16071 1369 392 334 36374 14702 977
shrinkage=0.05


Tree=92
num_leaves=31
num_cat=0
split_feature=16 92 25 5 39 15 10 56 46 94 78 102 101 85 43 26 52 27 103 55 109 103 38 124 23 35 51 52 26 37
split_gain=1349.42 3302.73 2133.12 2064.74 1908.14 2849.51 1913.55 1797 1970.87 1926.14 1590.99 1574.73 1794.54 1814.91 2495.3 2947.82 1938.38 2309.04 1850.94 1846.5 1753.61 2484.51 1731.37 1687.66 1605.66 1668.73 1559.46 1502.54 1497.47 1496.02
threshold=-3.6977499999999996 -0.30201499999999998 2.0400500000000004 1.9538500000000003 1.1630500000000004 -1.6355499999999996 -2.1272999999999995 1.6368500000000001 -1.0674499999999998 -4.0764999999999985 -6.5929499999999992 -4.8276999999999992 -1.9682499999999996 -1.4640499999999996 1.8020500000000002 1.0000000180025095e-35 -0.45930499999999991 -0.6253749999999999 -4.1262499999999989 -0.39980499999999991 -17.111999999999998 -0.19528499999999996 -0.86185999999999996 7.5000000000000009 2.2843500000000003 -1.62035 12.148500000000002 -1.1905499999999998 2.0172500000000002 -0.091560499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 28 8 -8 -10 -6 12 20 18 15 16 17 22 -14 -16 21 -2 27 -18 -17 -26 -12 -15 29 -7
right_child=11 4 -4 -5 10 6 7 -9 9 -11 26 -13 13 14 19 24 23 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0319712416817058 0.74983381628990176 0.44486183948674296 -0.21662783946715369 -0.16734556618028382 0.34144058727448989 0.070508733725753323 -0.13104307669370127 -0.18804847517050804 0.56841456714798422 0.16831767292429206 -0.030509608725985606 0.00010303580086132839 0.22957322752994039 0.055745156705379488 0.10836063647270203 -0.13970532033347177 -0.051500699024240516 0.62024762195191885 -0.10208850350776098 0.73643638925118893 0.066827066912494446 0.036426134980641879 -0.24339661740121388 0.40812258546551067 0.52203174442052835 -0.037331374520435931 0.32874871742340828 0.5865249156951905 -0.32938867930958915 -0.33484778315932662
leaf_count=2201 23 53 206 323 31 145 48 40 34 261 1180 218480 46 30 25 243 119 38 492 22 1358 26 21 24 20 40 31 24 41 27
internal_value=0 -0.534826 -1.23844 -0.985906 0.480964 1.87059 1.24574 2.58198 3.32169 4.28861 -0.245177 0.0111814 0.792319 -0.137835 1.04894 0.46055 2.95886 6.05434 -1.47462 8.04707 1.54861 7.42582 2.8367 0.512777 -1.65023 2.98246 -0.426261 5.83295 -1.157 0.137544
internal_count=225652 4621 2730 2524 1891 649 596 383 343 295 1242 221031 2551 1144 606 559 256 113 538 47 1407 49 75 143 303 60 1211 54 213 172
shrinkage=0.05


Tree=93
num_leaves=31
num_cat=0
split_feature=128 94 33 16 29 15 110 44 15 8 92 43 60 0 28 62 30 90 6 24 56 23 11 125 3 83 21 111 108 51
split_gain=1309.1 1658.36 1717.28 1622.72 2965.38 2262.59 2107.44 2710.9 2260.8 1717.36 1911.04 1743.14 1669.47 1596.42 2106.84 2144.29 1934.46 1864.57 1863.51 2750.08 2521.88 2203.2 1840.37 1770.53 1662.55 2673.49 2449.93 2242.62 2268.93 2197.95
threshold=-0.94999999999999984 -7.4783499999999989 -1.2250499999999998 -3.8695499999999994 1.2161500000000001 7.5314500000000004 -0.76479499999999989 -0.41575499999999993 8.499900000000002 -1.2678499999999999 1.3028500000000001 -6.6422999999999996 -0.70335499999999984 -2.8441999999999994 -1.3595499999999998 -0.071955999999999978 -1.5166499999999996 -1.5793499999999996 4.113500000000001 -1.5541999999999998 -0.9934599999999999 1.6574500000000001 -1.8296499999999998 2.7500000000000004 0.60163500000000014 -0.9790899999999999 -0.76944499999999982 19.849500000000003 -2.4495499999999999 0.87298500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7 -8 -9 -6 11 -11 -10 14 16 17 23 18 20 -20 21 -16 -22 -5 25 26 29 -28 -29 -15
right_child=3 -3 -4 13 9 6 7 8 12 10 -12 -13 -14 24 15 -17 -18 -19 19 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.51992607223136089 -0.023210250854359141 -0.01792519971481012 0.055653247042842538 -0.13377386435925487 -0.30984607697013888 0.46422955471108013 0.43602734887322719 0.47555702423507518 -0.42378966962849651 -0.39547345657266825 0.099063874137534855 -0.093370796736946537 0.0037399286442008372 0.023954737504298197 0.030266893808020664 -0.096556802360136557 -0.33965711012482647 -0.018778724979716974 -0.32471993542634525 0.1015165355746641 0.16929720081388952 0.51316515748788205 0.75672281637787819 0.19755641914089211 -0.0038062746415192653 -0.0083072673054943574 0.0014605979323545791 0.19967249684181868 0.035502827813698144 -0.0086687407323591797
leaf_count=28 1330 11696 69 252 93 41 43 22 27 51 123 749 148 33339 151 647 95 1366 52 139 24 28 30 48 79389 27916 60187 255 1205 6109
internal_value=0 -0.324354 3.7934 0.0178861 -0.763215 0.0805263 2.65879 1.52688 -0.0433053 -2.10108 -1.68839 -2.2526 -1.24444 0.0276003 -0.718154 -0.370906 -2.86054 0.193043 2.02496 -0.290538 3.92307 2.11608 9.9129 -1.61522 0.0377346 0.1078 0.183446 0.0589182 1.28353 0.378052
internal_count=225652 11793 97 213859 2627 1611 281 240 197 1016 923 800 175 211232 2832 2437 395 1790 424 191 233 179 54 300 208400 129011 101095 61647 1460 39448
shrinkage=0.05


Tree=94
num_leaves=31
num_cat=0
split_feature=128 47 38 6 48 108 94 40 7 94 51 108 49 36 90 36 35 33 106 6 103 96 89 101 80 43 40 42 41 102
split_gain=1301.13 1634.94 2143.53 2252.33 2086.5 1962.45 2237.54 1789.1 1754.67 2371.57 2289.06 1685.36 1653.28 2950.85 2238.01 1975.66 1645.02 3039.19 1707.1 2003.09 1665.4 1819.79 1923.71 2573.1 2451.41 1989.02 1963.65 1725.14 2273.33 2560.62
threshold=0.95000000000000007 -1.0849499999999999 -2.7253499999999993 -0.46742499999999992 -1.0868499999999999 -1.1758499999999998 2.1992000000000007 3.5541500000000004 0.26133000000000006 0.13419000000000003 9.7706000000000017 -2.5822499999999997 2.1156500000000005 8.955700000000002 0.80003500000000016 -2.2191499999999995 17.636500000000002 -0.24266499999999999 2.3603500000000004 1.3061500000000004 5.3236000000000008 7.1584000000000012 -3.2042999999999995 3.7591500000000004 2.8106000000000004 -3.1528499999999995 -0.93216499999999991 -2.4467499999999993 0.8817600000000001 -0.9361649999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 4 -4 6 7 -6 -7 10 -10 -3 13 15 -14 -5 18 -18 20 -20 21 22 23 24 -17 27 -25 -24 29 -29
right_child=1 2 3 12 5 8 -8 -9 9 -11 -12 -13 14 -15 -16 16 17 -19 19 -21 -22 -23 25 26 -26 -27 -28 28 -30 -31
leaf_value=0.00079430063687108133 -0.053840508140376359 0.29569477935632071 0.44304433205853339 -0.28738616824150087 0.086521646262242888 -0.087849201173657146 -0.064588332929863379 0.43212368862573491 0.037388557219732936 -0.1527212242751072 0.48786672512690227 -0.10757325354646806 0.011704215725034117 0.47375526115298272 -0.18140711424987496 0.3478398825441088 0.6116837050340006 -0.074138050377368925 0.0027334449382928703 0.61220290192535953 0.41146384827021898 -0.094672802695826105 0.033018841116210902 0.85861422949958421 0.025034008166158056 0.003738621469531537 0.18266287446022034 0.085529147386550916 -0.045712501817458388 0.63260565485466613
leaf_count=216190 2396 27 23 45 290 1477 260 43 470 168 30 641 662 40 194 77 35 30 26 28 29 261 148 21 249 1643 22 35 37 55
internal_value=0 -0.362967 -0.120911 0.0570575 -0.62392 -0.703595 0.906564 2.62298 -1.14873 0.196151 1.28834 -1.82547 0.574016 0.948074 -0.641233 0.823637 0.933322 5.90301 0.810544 6.37509 0.693941 0.608178 0.893672 2.98464 2.02559 0.491395 10.2556 2.98053 5.68433 8.39707
internal_count=225652 9462 7066 6398 2761 2738 593 333 2145 668 500 668 3637 2781 856 2741 2696 65 2631 54 2577 2548 2287 369 326 1918 43 275 127 90
shrinkage=0.05


Tree=95
num_leaves=31
num_cat=0
split_feature=10 32 46 28 30 4 47 56 24 39 98 36 6 63 75 14 55 7 99 97 25 102 68 94 39 18 81 47 51 15
split_gain=1289.11 3586.37 2485.82 2646.78 2575.35 3291.96 2147.08 2041.36 1892.95 2588.78 2598.98 2368.78 1949.92 1790.83 2680.45 1767.43 2379.3 2819.94 2189.18 2082.34 2203.3 2022.72 1924.52 2939.71 2099.47 2117.34 1883.47 1788.82 1732.8 1722.18
threshold=1.8424500000000001 -1.0476499999999997 3.7232000000000003 -0.70687499999999981 0.042485500000000002 -0.93380499999999989 1.3478500000000004 5.6894000000000009 -1.3350499999999996 -0.021047499999999997 5.8472500000000007 0.38094000000000006 1.7127500000000002 -1.4066499999999997 2.2160500000000005 -0.84807499999999991 -1.3556499999999996 0.49763500000000011 -0.29894499999999996 2.3015000000000003 1.3542500000000002 1.8366500000000003 -0.18868499999999996 -0.2871749999999999 -0.74901499999999988 -1.2953499999999998 0.72213000000000005 0.67710000000000015 -1.35605 6.7288000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 29 5 6 7 -5 9 10 11 12 -7 -6 15 18 26 -18 21 28 -21 -15 23 24 25 -19 -17 -24 -20 -3
right_child=1 2 -4 4 13 8 -8 -9 -10 -11 -12 -13 -14 14 -16 16 17 22 19 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014787540337896437 -0.030538066493265039 0.0041134455187729962 -0.0406200897746661 0.12010145076710615 -0.020256001329756801 0.40825819096536242 0.64495036531062366 0.46790903751653706 0.016587136454878304 -0.0057195479684541452 0.68297525368354939 0.039611583592006998 -0.10625260309739547 0.10479478833916481 -0.067011578464672303 -0.081748011884905977 0.087531652021703946 -0.24334943862331493 -0.15018078263971835 0.044762264170190871 0.67840008139610297 -0.032740005688351947 -0.1410321833342702 0.17011232250227049 -0.11630366837424277 0.22496229833966003 0.070058318139226347 0.016691701085175047 0.019386670451824156 -0.14170866362786524
leaf_count=195690 4682 9264 1737 1024 1975 113 21 44 1927 232 27 159 22 2390 626 840 1555 31 182 34 23 301 384 293 277 109 270 338 875 207
internal_value=0 0.193163 0.342054 0.42723 0.702303 1.43618 2.88551 2.68861 0.799763 2.43064 4.27004 3.40775 6.48824 0.452926 0.651641 0.809438 0.353666 0.818219 1.30019 0.121285 6.00881 1.78822 -0.194284 0.974756 -0.73089 2.42529 -0.896443 -1.34389 -0.196207 0.0185266
internal_count=225652 29962 25280 23543 14072 3569 1089 1068 2480 553 321 294 135 10503 8528 7902 4097 2987 3805 1114 57 2691 1432 710 417 140 1110 722 1057 9471
shrinkage=0.05


Tree=96
num_leaves=31
num_cat=0
split_feature=124 13 120 3 87 63 48 61 121 100 61 45 95 103 10 39 26 16 52 71 55 30 9 94 112 20 71 5 38 35
split_gain=1276.85 2919.66 2480.71 2498.05 2837.49 2742.2 2281.71 2540.65 2532.03 2417.29 2223.42 2216.3 2521.75 4268.62 2303.65 2161.77 2504.37 2253.15 2026.88 2540.97 2042.53 2024.07 2111.97 1987.34 2692.42 2655 2713.49 2076.98 1972.9 3081.91
threshold=1.0000000180025095e-35 -4.3539499999999984 1.0000000180025095e-35 12.996500000000003 -1.1844499999999998 7.2673500000000013 8.4630000000000027 1.1758500000000003 1.5000000000000002 -1.2134499999999997 1.6596500000000003 -0.020659499999999994 0.46971500000000005 -3.5511999999999992 1.8846500000000004 -1.3707499999999999 0.52827000000000013 -0.091383999999999979 -1.3495499999999996 -1.8617499999999996 -0.23204499999999997 -1.85395 2.9011 3.5033500000000006 -2.2802999999999995 9.1619500000000027 -2.6890499999999995 -0.29406499999999997 -4.8858999999999986 -1.7811999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 11 21 -10 -8 12 13 -3 -14 16 17 -12 -4 20 -20 -9 -23 24 25 26 27 -22 29 -15
right_child=1 6 18 4 -6 -7 10 8 9 -11 15 -13 14 28 -16 -17 -18 -19 19 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020091250906481288 0.063472850874322251 0.12801707922717756 0.0076620114633671327 0.14975870924573095 0.013970185390217344 0.58131984738776321 -0.012202152804802651 -0.035404069275640944 -0.010398517956050492 0.056406614812564773 0.521264770485106 -0.010566243391546224 -0.0037152834195173078 -0.10901513465805286 0.20182033900144325 -0.12245578171945196 -0.073378372505519124 0.019799434781695407 -0.020831039626107929 -0.01023053000243423 0.42161531960755066 0.019441293419891113 -0.038984145077378449 -0.22234537546246794 -0.071844935636198953 0.54015300174554193 -0.14261195289919962 -0.011110522704957812 0.013877870950347241 0.30381230130898867
leaf_count=62004 2009 890 10239 126 247 52 5613 2369 1742 6081 42 30912 27746 67 137 939 167 48 5537 29963 57 16026 1712 199 3317 30 106 54 17082 139
internal_value=0 0.0746285 -0.075822 0.0567437 2.47289 5.51665 0.053141 0.0895516 0.347904 0.830613 -0.50782 -0.00419256 0.134816 0.424604 -0.0541081 -1.74576 0.82407 5.07633 -0.243006 -0.346339 -0.802963 0.160097 0.276046 -1.37144 -1.19972 1.98541 0.766381 4.222 0.314655 3.39086
internal_count=225652 113721 111931 62429 425 178 111712 104903 27930 7823 6809 76973 46061 18178 27883 1196 257 90 49502 39263 9300 20107 17738 3763 3564 247 217 111 17288 206
shrinkage=0.05


Tree=97
num_leaves=31
num_cat=0
split_feature=16 14 44 104 9 16 47 113 6 10 24 76 29 75 64 104 0 44 76 93 96 53 2 110 7 83 42 112 52 60
split_gain=1224.65 1933.89 2057.1 1852.4 1598.75 1799 1530.65 1585.9 2543.05 2093.17 2117.29 1886.63 1655.71 1664.09 2000.02 2065.28 2444.25 5676.69 2008.64 1618.39 1610.88 1586.64 1576.37 1510.77 1500.47 1526.37 1788.57 2135.66 2483.16 2423.18
threshold=3.4459000000000004 -0.99896499999999988 -1.4517499999999999 0.27988000000000007 2.3912500000000003 3.8013500000000007 -1.1670499999999999 1.0000000180025095e-35 -3.5166499999999998 -3.8737999999999997 7.316250000000001 15.406000000000001 2.0155500000000006 1.3564500000000004 -0.20151499999999997 4.8309000000000006 3.8595500000000005 0.44177000000000005 -0.076920999999999976 1.3425500000000004 11.807500000000003 -0.088416499999999995 -2.5336499999999993 0.66078500000000007 -1.6858499999999996 -0.14414999999999997 0.27708500000000008 0.81061000000000016 -1.2042499999999998 0.46516000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -3 11 19 -10 12 20 13 14 15 16 18 -18 -11 21 22 -9 -8 -15 -4 26 27 -26 -29 -30
right_child=1 4 24 -5 5 -7 7 8 9 10 -12 -13 -14 23 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00082286947164237473 0.083644551195596398 -0.12116984490939919 -0.10787988876466428 0.44577896637923048 -0.054286176293042665 0.33487131184627938 -0.43335760467582285 0.45485548597794995 -0.43382988987224441 0.26972124554160842 -0.16219433850403561 0.40467415775941773 0.44123336465462393 0.075006847921758893 -0.0066657966468483213 -0.14227666085766208 -0.064108918394361225 1.0851840650493449 0.014089209733756033 0.64868174663611822 0.26240362383243515 -0.027991157057492628 -0.050035156091498813 -0.22213476108488189 -0.062071589507153448 -0.074417617392730354 0.054251602077318856 -0.14595243618931883 0.093257981511380747 0.50237487378445544
leaf_count=214926 152 493 285 46 57 62 27 27 28 133 177 23 23 64 960 62 21 22 182 21 41 46 4040 129 919 454 1898 86 204 44
internal_value=0 -0.329771 0.211308 3.35554 -0.662993 2.96936 -0.729299 -0.590702 0.166736 -0.097919 0.0375593 -0.938158 0.401479 0.278317 0.662965 2.48304 3.40586 10.478 2.44045 5.23741 -0.988725 3.01192 -1.0516 -2.47202 0.0512678 0.225894 0.472885 -0.454375 1.71121 3.31686
internal_count=225652 10726 4088 198 6638 119 6519 6026 1895 1801 1773 4131 1596 1573 1380 420 358 43 315 94 4108 73 4067 193 3890 3605 3151 1253 334 248
shrinkage=0.05


Tree=98
num_leaves=31
num_cat=0
split_feature=128 6 103 87 0 71 108 2 108 50 13 62 71 3 71 76 60 128 91 46 76 22 3 36 76 24 5 76 8 25
split_gain=1212.24 1966.72 2033.75 2972.14 2471.45 2964.08 2184.24 2139.88 2152.43 3066.58 2540.25 2036.82 2857.51 2155.37 2094.55 2068.88 2709.41 1944.5 2118.15 2367.43 3961.44 2777.02 2386.19 2459.12 2887 3369.17 2687.94 2414.68 2204.5 2163.84
threshold=-0.74999999999999989 0.33959500000000004 1.05325 3.7306000000000004 1.5002500000000001 -2.2415499999999997 -2.4099499999999998 -0.70665499999999992 2.6547500000000004 0.41941000000000006 6.8319500000000009 -0.47186499999999992 0.90686500000000014 2.1216500000000003 -0.35763499999999998 0.38660500000000003 -1.4562499999999996 0.45000000000000007 4.1040500000000009 0.57876500000000008 -0.46982999999999991 3.4640000000000009 2.2808500000000005 -1.3005999999999998 0.57979500000000017 0.59745000000000015 -2.1047999999999996 0.47251000000000004 12.067500000000001 1.7843500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 8 11 10 -10 14 -13 -14 15 16 -8 18 29 21 -21 28 23 -22 26 -26 -25 -28 -20 -2
right_child=17 -3 3 -5 -6 -7 7 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 19 20 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.052855840570533254 0.0063795654855091409 0.0052802482472186496 -0.093231246260645453 -0.092304097625004633 -0.035719166060837186 0.05698626555121096 0.26705775392504461 -0.014054457064931931 0.046028598094243617 -0.10836608157077153 0.57878573251807175 -0.11726314452084237 0.024253181775457683 -0.15097577334117293 -0.071050697669992779 -0.064861513848815652 0.021387503342702986 -0.0047028636860108946 0.1940118588082943 -0.10720376323231243 -0.1223060290891308 -0.094920951068489523 0.21539199074664095 -0.081764447260083584 -0.043937078485581677 0.29345479430847393 0.22775029462645763 0.79246487220128381 0.058980382896891427 -0.021414079607169598
leaf_count=792 104466 15194 365 666 1427 3274 156 7523 823 394 23 2529 751 229 1162 350 400 74395 562 528 222 169 197 66 530 86 192 21 654 7506
internal_value=0 -0.168069 -0.367369 0.139909 0.400996 0.838382 -0.559525 -0.648812 -1.05462 0.137054 1.21025 -1.31958 -1.78352 -0.333864 -0.532364 0.607384 1.80633 0.0319642 0.113348 0.912096 0.169387 1.89987 1.099 0.533069 1.27204 0.0633266 3.94074 5.66853 2.42776 0.0903286
internal_count=225652 36058 20864 5732 5066 3639 15132 14340 6817 1240 846 5577 3509 980 2068 906 556 189594 115199 3227 1842 1385 1314 1117 895 616 279 213 1216 111972
shrinkage=0.05


Tree=99
num_leaves=31
num_cat=0
split_feature=52 7 40 37 78 39 104 12 76 69 4 65 103 26 39 87 36 93 103 89 105 64 108 54 81 55 52 31 55 127
split_gain=1230.48 1891.31 1789.78 1943.74 1842.35 1730.47 1898.07 2105.8 1876.69 1795.24 1745.4 2064.16 1657.51 1715.25 2275.22 1979.14 1547.18 1831.29 1715.81 1614.58 2076.01 1768.63 2373.72 1812.92 1784.25 1987.54 1949.16 2138.32 1650.86 1589.22
threshold=6.5497500000000004 1.6301500000000002 53.590000000000011 1.3317500000000002 0.68503500000000017 -4.5999499999999989 17.053500000000003 1.79105 3.0670500000000005 -0.15169499999999997 1.4064500000000002 2.1806000000000005 -6.9898999999999996 -15.916499999999997 -2.7426499999999998 -0.78656999999999988 8.0549500000000034 0.76137500000000002 -0.12954999999999997 0.86919500000000005 1.0188500000000003 -0.27274499999999996 15.819500000000003 -3.9797999999999996 79.875000000000014 -1.4531499999999997 0.47907500000000008 4.0367500000000005 -2.0621499999999995 0.22500000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 12 -4 -5 8 -7 10 9 -3 -8 -12 -2 14 -14 -16 -1 19 -19 20 21 -18 23 -23 25 26 -25 28 -28 -30
right_child=1 5 3 4 -6 6 7 -9 -10 -11 11 -13 13 -15 15 -17 17 18 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00032041851816337223 -0.24572631579289653 0.36677744303567289 0.47148245020610535 -0.085436651729620422 0.41256770623417999 0.031159690196481696 -0.16788861541187061 0.67874372402826955 0.55897810291498906 -0.08581677559018136 0.41771527709531003 -0.094672750116422261 0.51222554735235259 -0.00061660842441942445 -0.13731397965858724 0.30738732327114454 -0.12160228179086158 -0.030248601903572495 0.070907161668867277 -0.25473512180843483 0.34850355908274655 0.28170993662523952 0.45689384613931178 0.38406901174159941 0.29857484231124054 -0.079914115547276204 -0.25331121748380797 0.34675653137658774 0.29382231263887315 -0.14378520172180198
leaf_count=208195 68 39 41 65 26 3541 34 21 32 50 61 29 37 9149 58 44 719 1146 661 102 32 44 25 43 37 1163 69 38 42 41
internal_value=0 0.295125 0.0562112 3.71275 1.13701 0.890558 0.768405 4.31456 4.6117 2.25022 2.74628 5.05225 0.00462257 0.040637 3.52708 1.09036 -0.0184768 -0.622176 0.135083 -1.20322 -1.02704 -1.14227 -0.524856 -0.688409 -0.882544 -1.06421 1.6016 0.225644 -1.45173 1.55309
internal_count=225652 13295 9488 132 91 3807 3686 145 121 89 124 90 9356 9288 139 102 212357 4162 1807 2355 2253 2221 1502 1477 1433 1396 233 190 152 83
shrinkage=0.05



feature importances:
secondaryCutoff=134
gamma=110
top_10%_loss_kurtosis=90
recent_15%_loss_kurtosis=75
top_30%_loss_skew=66
log10_cardinality=66
recent_25_loss_best_percentile75_ratio=50
all_correlation_stddev_median_ratio=47
all_loss_kurtosis=46
resultFilteringMode_none=45
secondaryFixedProbability=44
resultFilteringMode_loss_rank=43
all_correlation_best_percentile25_ratio=43
all_loss_best_percentile50_ratio=42
top_30%_correlation_skew=42
recent_25_loss_best_percentile50_ratio=42
recent_25_correlation_best_percentile75_ratio=38
top_20%_loss_stddev_median_ratio=37
recent_10_loss_percentile5_percentile25_ratio=37
resultFilteringLossRankMultiplier=37
recent_25_correlation_skew=36
recent_15%_loss_skew=35
all_loss_stddev_median_ratio=35
top_10%_loss_skew=35
all_loss_best_percentile75_ratio=35
top_10%_correlation_stddev_best_ratio=35
top_20%_loss_kurtosis=34
all_loss_stddev_best_ratio=33
all_loss_skew=33
all_correlation_skew=32
all_correlation_stddev_best_ratio=31
all_correlation_best_percentile75_ratio=31
recent_25_loss_best_percentile25_ratio=31
resultFilteringMode_age=30
all_loss_percentile5_percentile25_ratio=30
recent_15%_correlation_stddev_best_ratio=29
recent_25_correlation_kurtosis=28
recent_10_loss_best_percentile25_ratio=27
top_30%_correlation_stddev_best_ratio=27
all_correlation_best_percentile50_ratio=26
top_20%_correlation_stddev_best_ratio=25
recent_10_loss_best_percentile50_ratio=25
top_20%_loss_skew=24
top_20%_correlation_skew=23
recent_25_loss_percentile5_percentile25_ratio=23
top_30%_loss_stddev_median_ratio=23
top_30%_loss_stddev_best_ratio=23
recent_25_correlation_stddev_best_ratio=23
all_correlation_percentile5_percentile25_ratio=21
top_30%_correlation_best_percentile25_ratio=21
top_10%_correlation_kurtosis=21
recent_25_loss_kurtosis=20
top_30%_loss_best_percentile50_ratio=20
top_10%_correlation_best_percentile25_ratio=19
top_30%_correlation_kurtosis=19
recent_10_correlation_skew=19
top_30%_loss_kurtosis=19
recent_15%_loss_stddev_median_ratio=19
top_10%_correlation_skew=18
resultFilteringRandomProbability=18
top_10%_correlation_percentile5_percentile25_ratio=18
recent_10_loss_best_percentile75_ratio=18
top_10%_loss_stddev_median_ratio=18
recent_10_loss_kurtosis=17
all_correlation_kurtosis=17
recent_25_loss_stddev_median_ratio=17
recent_15%_correlation_skew=17
recent_10_loss_stddev_best_ratio=17
top_30%_correlation_percentile5_percentile25_ratio=17
recent_25_loss_stddev_best_ratio=16
recent_15%_loss_best_percentile75_ratio=16
top_20%_loss_best_percentile50_ratio=16
top_10%_loss_best_percentile75_ratio=16
top_20%_loss_best_percentile75_ratio=16
recent_15%_loss_stddev_best_ratio=16
recent_15%_correlation_percentile5_percentile25_ratio=15
recent_25_correlation_percentile5_percentile25_ratio=15
all_loss_best_percentile25_ratio=15
top_20%_loss_stddev_best_ratio=15
top_20%_loss_percentile5_percentile25_ratio=14
top_30%_correlation_best_percentile50_ratio=14
recent_15%_loss_best_percentile25_ratio=14
top_20%_correlation_best_percentile75_ratio=14
recent_15%_correlation_kurtosis=14
recent_25_correlation_best_percentile50_ratio=14
top_10%_correlation_best_percentile50_ratio=13
recent_25_correlation_stddev_median_ratio=13
recent_25_loss_skew=13
top_10%_loss_best_percentile25_ratio=13
secondaryTopLockingPercentile=13
recent_15%_loss_best_percentile50_ratio=13
recent_10_correlation_kurtosis=12
top_30%_loss_best_percentile75_ratio=12
top_30%_correlation_stddev_median_ratio=12
secondaryCorrelationMultiplier=12
top_30%_correlation_best_percentile75_ratio=12
recent_15%_correlation_best_percentile75_ratio=12
resultFilteringAgeMultiplier=12
top_20%_correlation_percentile5_percentile25_ratio=12
recent_10_correlation_percentile5_percentile25_ratio=12
recent_15%_correlation_stddev_median_ratio=12
recent_10_correlation_stddev_median_ratio=11
recent_10_loss_stddev_median_ratio=11
recent_25_correlation_best_percentile25_ratio=11
secondaryLockingMode_random=11
top_20%_correlation_best_percentile25_ratio=11
recent_15%_correlation_best_percentile25_ratio=10
recent_10_loss_skew=10
recent_15%_loss_percentile5_percentile25_ratio=10
top_20%_loss_best_percentile25_ratio=10
recent_10_correlation_best_percentile50_ratio=9
top_30%_loss_best_percentile25_ratio=9
recent_15%_correlation_best_percentile50_ratio=9
top_10%_loss_best_percentile50_ratio=9
top_30%_loss_percentile5_percentile25_ratio=8
top_20%_correlation_best_percentile50_ratio=8
top_20%_correlation_stddev_median_ratio=8
top_10%_loss_stddev_best_ratio=8
top_20%_correlation_kurtosis=8
recent_10_correlation_best_percentile75_ratio=7
top_10%_correlation_best_percentile75_ratio=7
top_10%_loss_percentile5_percentile25_ratio=7
recent_10_correlation_stddev_best_ratio=6
recent_10_correlation_best_percentile25_ratio=6
resultFilteringMode_random=5
secondaryCorrelationExponent=3
secondaryLockingMode_top=2
top_10%_correlation_stddev_median_ratio=2

pandas_categorical:null