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6547 879 900 1186 10124 6120 11123 866 672 155 3855 5054 1384 13344 802 4226 219 235 154 internal_value=-1.09861 -1.07635 -1.06385 -1.07586 -1.12677 -1.11454 -1.05834 -1.09901 -1.08873 -1.07805 -1.01143 -1.04141 -1.10406 -1.12147 -1.05485 -1.14029 -1.09122 -1.12239 -1.04481 -1.05576 -1.13197 -1.06951 -1.12936 -1.05188 -1.11456 -1.00457 -1.13628 -1.08802 -1.09135 -1.08701 internal_weight=40000 22338.3 18684.3 15201 17661.7 11317.7 8653.33 6547.67 4991 3999.33 3483.33 4654 2775.67 10294.7 2577.67 3654 2660.67 10191.7 1023 467.333 1556.67 2215.33 5392.33 1338.67 4799.33 3016 1460.33 243.333 279.333 351.333 internal_count=120000 67015 56053 45603 52985 33953 25960 19643 14973 11998 10450 13962 8327 30884 7733 10962 7982 30575 3069 1402 4670 6646 16177 4016 14398 9048 4381 730 838 1054 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=512 500 517 496 516 517 501 516 505 504 478 385 511 512 504 401 501 516 505 516 515 505 505 404 517 501 496 340 499 494 split_gain=13082.6 16574.2 5231.04 1541.72 1371.2 1240.98 940.469 531.268 565.822 378.303 349.718 339.131 342.751 266.425 351.801 264.712 256.165 238.784 229.567 170.409 165.292 159.072 148.678 128.7 125.796 118.882 95.1881 82.6661 82.665 74.6633 threshold=-0.16320185363292691 0.061110341921448715 0.35144518315792089 -0.14997913688421247 -0.45879632234573359 0.5709761679172517 0.53848969936370861 0.71164464950561535 -0.15295466780662534 -0.47919595241546625 -0.56494438648223866 0.82596027851104747 -0.53943726420402516 -0.49361324310302729 -0.61055871844291676 -0.73752793669700611 0.60629215836524974 1.692680895328522 0.040457470342516906 1.9316938519477846 -0.39921654760837549 -0.26352803409099573 -0.56167277693748463 0.88425904512405407 0.66716027259826671 0.67580202221870433 0.20783187448978427 0.19935648888349536 0.41914767026901251 0.15690238773822787 decision_type=2 2 2 2 2 2 2 2 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 3 6 5 18 11 7 8 -3 -8 -10 12 -2 -1 -15 27 22 -17 -5 -14 21 -16 26 -18 25 -4 -6 -11 -24 -27 right_child=1 2 24 4 16 -7 9 -9 10 15 -12 -13 19 14 20 17 23 -19 -20 -21 -22 -23 28 -25 -26 29 -28 -29 -30 -31 leaf_value=-1.1474335620264171 -1.0879588922559502 -1.1141654628608491 -1.1285205280109469 -1.1168176291777419 -1.1221615464308519 -1.1348410905245816 -1.1138444825950922 -1.1458108360636994 -1.1097469685899402 -1.0976998162742295 -1.0636337021344684 -1.1033880503941051 -1.0314500973209431 -1.1436411139211891 -1.1230472876327904 -1.0350621646562777 -1.0221652041066025 -1.1473819400753762 -1.0483685348576359 -1.1467811594807009 -1.1417484855186013 -1.0622658787523338 -1.126211117375193 -1.0050997595593218 -1.1400156819553831 -1.035063193764022 -1.0432377647538393 -1.0561248637113891 -1.0307309680512777 -1.1080162355087506 leaf_weight=9595.0002859532833 373.33334445953369 1353.0000403225422 523.00001558661461 483.00001439452171 74.000002205371857 603.33335131406784 244.66667395830154 449.66668006777763 526.33334901928902 286.66667520999908 1875.6667225658894 292.00000870227814 1389.0000413954258 1058.0000315308571 160.66667145490646 1572.3333801925182 3291.000098079443 48.666668117046356 164.00000488758087 32.666667640209198 154.33333793282509 325.33334302902222 22.666667342185974 1674.6667165756226 8760.3335944116116 60.666668474674225 78.666669011116028 205.33333945274353 4239.333459675312 82.666669130325317 leaf_count=28785 1120 4059 1569 1449 222 1810 734 1349 1579 860 5627 876 4167 3174 482 4717 9873 146 492 98 463 976 68 5024 26281 182 236 616 12718 248 internal_value=-1.09861 -1.08068 -1.11456 -1.03808 -1.02906 -1.07169 -1.08028 -1.09446 -1.08831 -1.05501 -1.07374 -1.05343 -1.0453 -1.1442 -1.12594 -1.04819 -1.0242 -1.03844 -1.09945 -1.03411 -1.09669 -1.08237 -1.03298 -1.01641 -1.13842 -1.11746 -1.08152 -1.08033 -1.03124 -1.07715 internal_weight=40000 28706.7 15989 12717.7 10027.3 2690.33 6562.33 4204.67 3755 2357.67 2402 2087 1795 11293.3 1698.33 2113 9380.33 1621 647 1421.67 640.333 486 4414.67 4965.67 9426.67 666.333 152.667 492 4262 143.333 internal_count=120000 86120 47967 38153 30082 8071 19687 12614 11265 7073 7206 6261 5385 33880 5095 6339 28141 4863 1941 4265 1921 1458 13244 14897 28280 1999 458 1476 12786 430 is_linear=0 shrinkage=1 Tree=2 num_leaves=31 num_cat=0 split_feature=501 516 511 517 398 517 306 398 434 499 272 438 512 319 501 522 516 500 409 388 398 517 501 484 491 499 503 462 496 501 split_gain=39070 9836.4 5982.57 2583.88 1620.16 1485.92 1350.11 611.774 421.976 325.159 284.262 242.64 236.985 172.211 142.386 381.335 122.083 111.9 100.792 87.7374 84.6202 70.3296 54.9701 53.309 51.4384 36.68 30.7687 24.0847 23.8571 21.5055 threshold=-1.5247683525085447 1.0682604312896731 1.296311140060425 0.86183220148086559 -0.40239770710468287 0.63574516773223888 -0.56099188327789296 -0.21543604880571363 -0.34752659499645228 0.44043914973735815 -0.65821120142936695 0.6500551998615266 0.72706189751625072 -0.31154425442218775 0.15016409754753116 0.94958633184432995 0.13353777676820758 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186.924 185.762 151.235 128.591 124.535 123.661 114.251 threshold=0.63860589265823375 0.38223391771316534 -0.6972350776195525 -1.5247683525085447 -0.52688726782798756 -0.37704947590827936 -0.67736124992370594 -0.51380074024200428 0.15016409754753116 0.4835373610258103 -0.27556873857975001 1.199043929576874 1.8054112792015078 -0.56869438290595997 0.41186757385730749 -0.62520137429237355 -1.0262750983238218 0.58701813220977794 -0.24606917798519132 -0.11129034683108328 1.0000000180025095e-35 -0.15575262904167173 -1.0262750983238218 -0.13617307692766187 -0.49842862784862513 1.8054112792015078 0.22819674015045169 0.16866598278284076 -0.17334924638271329 -0.88656911253929127 decision_type=2 2 2 2 2 2 2 2 2 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 12 -2 15 8 11 16 -1 10 24 18 22 27 -6 -5 -7 23 19 -4 -10 -12 -3 -16 -8 28 -19 -9 -18 -15 right_child=3 2 6 4 14 7 9 13 20 -11 21 -13 -14 29 17 -17 25 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.026910808683485672 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2838.4654479920864 1353.618386387825 556.27972683310509 658.15497985482216 481.85561963915825 1363.9807289242744 4412.3122062087059 2593.4930023252964 57.234540581703186 2503.6148626208305 537.63776883482933 272.48354077339172 1840.325303196907 leaf_count=2413 19032 2416 1519 1922 314 3120 1058 1967 8984 6598 2048 1016 348 403 980 1094 6159 8633 4035 1633 1933 1427 4021 13349 7853 176 7661 1596 799 5493 internal_value=1.82448e-05 0.0209213 -0.00344934 -0.0271032 -0.0152059 0.0454401 -0.0164768 0.0296937 0.0682995 -0.0287519 -0.0189494 0.0114454 0.0474847 0.0102822 -0.021274 0.0450565 0.0473886 -0.0221827 0.0187326 0.0353828 0.0772767 0.00827332 0.052157 -0.0142598 -0.0297047 0.0384929 -0.0292103 0.0321394 0.0404422 -0.00306483 internal_weight=39946.4 22559.5 11313.9 17386.8 11214.6 11245.6 9009.66 6659.05 4586.56 6258.49 4113.42 2751.17 2304.24 3175.71 10188.8 1025.81 3483.34 10081.4 2420.22 1066.6 3768.89 1164.79 2191.18 4739.35 2948.63 2416.97 5342.08 1204.1 2359.74 1971.61 internal_count=120000 67015 33972 52985 33953 33043 27187 19713 13330 18984 12386 8203 6785 9459 30937 3016 10254 30623 7187 3152 10917 3475 6437 14329 8911 7134 16294 3563 6958 5896 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=31 num_cat=0 split_feature=512 500 522 503 496 409 499 522 503 516 340 502 499 441 499 512 504 501 501 385 464 496 227 394 393 395 501 264 452 390 split_gain=11959.2 14653.4 1771.48 1333.14 974.032 955.954 811.728 609.276 422.036 385.213 383.709 282.976 247.845 240.069 230.851 207.417 278.972 202.359 197.059 196.013 191.009 187.968 177.804 137.918 135.786 135.774 132.242 122.314 111.529 92.4418 threshold=-0.18604147434234616 0.061110341921448715 -0.72028639912605275 -0.13617307692766187 -0.16395006328821179 -0.17361891269683835 0.43912339210510259 0.41568772494792944 -0.065289795398712144 -0.46250809729099268 0.29372598230838781 -0.11296075955033301 0.29076987504959112 -0.17501325160264966 0.44043914973735815 -0.49361324310302729 -0.61055871844291676 0.54520142078399669 0.29830473661422735 1.6167504191398623 -0.54450494050979603 -0.12358960509300231 -0.42420095205307001 0.34798450767993933 -0.62348985671997059 -0.6092068850994109 0.58057379722595226 -0.44248238205909723 -0.033446779474616044 -0.1772821247577667 decision_type=2 2 2 2 2 2 2 2 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 3 8 11 7 23 12 18 -3 28 14 -2 -7 27 -10 -1 -17 -15 -5 -20 -11 -13 -12 -4 -14 -18 -9 -8 -6 -25 right_child=1 2 5 4 9 6 13 26 10 20 22 21 24 17 -16 16 25 -19 19 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.047564274889798863 -0.021985795265568885 -0.01831016414853804 -0.03710479574730103 0.012763504304729945 -0.016874372296803684 -0.040790370657908595 -0.0082028384176049355 -0.033718840759259731 0.038837870659018829 0.077258307854986497 0.055156163090112592 -0.0036566621635851049 0.012626001864792831 -0.022409256506883992 -0.0040509794894157567 -0.043816480963380519 0.027320605543151168 0.022387769372625099 0.059667534625773747 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internal_value=5.26177e-06 0.0167186 -0.0154315 0.055892 0.0605532 -0.0253217 -0.00273322 0.0312013 0.0125971 0.0674233 0.0207894 0.00135241 0.0375981 -0.0177348 0.00543506 -0.0447822 -0.027594 0.000935575 0.0455686 0.0541645 0.069257 0.0307057 0.0397612 -0.0342818 0.0462879 0.000818867 -0.0150606 -0.0308793 0.0137364 -0.019821 internal_weight=39941.3 29087 15975.6 13111.5 12079 11808.9 3354.03 2291.25 4166.7 9787.79 3293.83 1032.42 909.195 2444.83 1820.69 10854.3 1512.53 1009.98 1748.37 1385.19 9464.42 457.361 1473.14 8454.86 818.558 549.644 542.876 1434.85 323.373 1381.37 internal_count=120000 86604 48325 38279 35204 35916 10105 6779 12409 28425 9786 3075 2704 7401 5424 33396 4611 3036 5146 4064 27459 1345 4362 25811 2427 1650 1633 4365 966 4189 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=31 num_cat=0 split_feature=501 516 511 398 398 518 272 272 501 438 516 272 498 522 347 512 386 411 514 498 438 433 498 422 322 505 501 457 473 260 split_gain=34086.3 8764.94 5490.94 1188.09 1171.3 760.58 633.869 467.29 381.292 491.344 360.615 282.624 279.757 268.361 215.461 195.557 188.027 172.282 152.492 118.325 198.269 115.504 97.6209 65.8741 62.5801 61.1849 57.0807 46.5911 45.2064 30.1456 threshold=-1.5247683525085447 1.0682604312896731 1.2847706079483034 -0.34373675286769861 -0.84443199634551991 0.14753164350986483 -0.18067122995853421 -0.62608036398887623 0.34383021295070654 0.68303275108337413 0.38376969099044805 -0.64720484614372242 -0.3201704323291778 -0.016012568958103653 -0.40312395989894861 0.72706189751625072 0.23199539631605151 -0.53365498781204213 0.91199100017547619 -0.77682051062583912 0.99376413226127636 -0.50954437255859364 0.49673247337341314 0.79273998737335216 -0.51165834069252003 -0.54120004177093495 0.34383021295070654 -0.63671705126762379 -0.10961212217807768 -0.1089089587330818 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 7 5 12 14 23 9 10 -6 -11 13 -2 -7 -3 21 -8 26 20 -10 -9 -17 -4 -20 -14 27 -5 -26 -18 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460.92626115679741 123.33333307504654 354.66465470194817 328.76331454515457 1077.7301452159882 517.46576303243637 88.338026076555252 42.644796818494797 556.08578291535378 30.72295469045639 13927.09953263402 298.3211572766304 1355.3896617293358 48.547418415546417 30.694290608167648 61.231557577848434 2168.4925731122494 355.24938699603081 25.514601349830627 14.143516063690184 11.956512123346327 leaf_count=23564 2178 4591 444 106 12818 2014 326 119 7164 1401 366 1060 1001 3241 1556 257 129 1650 93 42800 900 3925 148 91 179 6642 1084 75 43 35 internal_value=-2.36414e-05 -0.0235322 -0.0298544 0.0471322 -0.0358017 -0.0165055 0.0103342 0.0681863 -0.0412549 -0.0293414 -0.0360675 0.00624362 -0.0280567 -0.0129671 -0.0116347 0.0857508 0.0775567 0.0494206 -0.0184774 -0.0449443 -0.0352285 0.0811181 0.0283166 -0.00837896 0.0349858 -0.0388715 -0.0321255 0.0125251 0.0594987 -0.0133638 internal_weight=39927.9 31715.5 29981.1 2149.87 27831.3 6132.61 1845.08 1627.64 21698.6 5131.26 4315.67 815.591 4287.53 1790.27 1181.15 1734.32 1450.22 663.932 522.234 16567.4 2640.29 1395.62 136.885 177.42 106.098 2497.26 416.136 60.887 75.3751 54.6013 internal_count=120000 96436 91440 6323 85117 18608 5546 4743 66509 15645 13184 2461 13062 5419 3570 4996 4208 1976 1580 50864 8064 4044 405 535 315 7643 1265 181 222 164 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=31 num_cat=0 split_feature=501 504 484 481 424 516 437 498 498 498 437 516 505 516 490 506 517 511 511 516 335 516 466 497 441 415 501 514 452 501 split_gain=8288.7 7107.5 2975.1 1745.57 899.059 991.228 807.639 658.19 479.466 416.832 366.475 350.824 349.865 327.849 236.375 226.264 199.562 183.148 138.142 135.828 103.086 100.284 97.5735 96.4504 90.0454 71.6587 64.8659 62.4211 60.5143 54.7815 threshold=-1.5247683525085447 -0.54832306504249562 -1.0404997467994688 -0.58523505926132191 -0.7094912827014922 -0.43817432224750513 0.93646863102912914 0.37643198668956762 0.49673247337341314 0.53461605310440075 0.0097630559466779249 0.92148381471633922 -0.12591225653886792 -0.44856677949428553 -0.4314116090536117 0.28676936030387884 0.72570687532424938 1.32189017534256 -0.53943726420402516 -0.45498752593994135 0.69990256428718578 -0.38827665150165552 -0.62589052319526661 -0.12434084713459014 0.35057941079139715 -0.40240204334259028 0.22377817332744601 1.0000000180025095e-35 0.099634431302547469 -0.02415031939744949 decision_type=2 2 2 2 2 2 2 2 2 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 8 7 9 12 -7 15 17 11 14 -5 -6 28 21 24 18 22 -10 26 -17 29 -3 -15 -4 -19 -16 -21 -9 -2 right_child=1 2 3 4 5 6 -8 13 16 -11 -12 -13 -14 23 19 20 -18 25 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.047603346111085042 0.023969845808073077 0.068059324739673674 0.057246646466334011 0.032839861491482582 0.052210038040408371 -0.019812649553904015 0.039817334737143599 0.063933358812618857 0.041404175545161202 -0.012900748062687664 0.080940226821289443 -0.043991597211765814 0.0031187205351016008 0.0091308178251379053 0.0095086128073003651 0.026612151560554687 0.061141066169118109 0.035204610425407068 -0.02021431898573391 0.030889140699020459 -0.021929328566850516 0.011588279022295634 0.045891123564769043 -0.02118656121499057 0.034006192972919874 -0.035732461401852163 0.060794233266937114 -0.029697182857491174 0.013423296389654031 0.071766937848063747 leaf_weight=7424.762068092823 64.791627466678619 1605.7776602208614 1332.2305619120598 1999.5032488107681 660.74251973628998 15767.001293152571 588.91292557120323 194.67262122035027 119.28708001971245 930.07342207431793 2848.4405306279659 160.36378651857376 805.64486119151115 385.27102395892143 92.835748344659805 430.05924114584923 144.53185132145882 78.185324162244797 381.64643651247025 61.949384063482285 146.47230258584023 84.533951789140701 722.55983725190163 820.52131590247154 609.36100092530251 65.175129741430283 185.19711020588875 134.66615277528763 85.73832380771637 883.65609332919121 leaf_count=23564 187 4579 3852 5833 1918 48093 1728 560 351 2837 7993 507 2393 1149 268 1259 423 229 1160 180 435 248 2078 2519 1775 201 524 407 252 2498 internal_value=4.53127e-05 0.0109682 0.00173512 -0.004026 -0.00981726 -0.0141342 -0.0176651 0.0262166 0.047786 0.01508 0.0703853 0.0271313 0.0252443 -0.000166648 0.050436 0.0417894 0.00940157 0.057807 -0.00552582 0.0212074 0.0142695 0.0638581 0.0611842 -0.0114955 0.0499574 0.00291762 0.0436974 -0.0105763 0.0485175 0.0685099 internal_weight=39814.6 32389.8 28033.7 24916.6 20912.2 17822.3 16355.9 4004.33 3117.16 3089.94 4356.07 2159.87 1466.39 1486.2 1507.63 2518.12 645.465 2471.7 500.934 474.648 576.532 1032.98 2328.34 1205.79 1941.59 143.36 278.033 196.616 280.411 948.448 internal_count=120000 96436 84131 75110 63309 54132 49821 11801 9021 9177 12305 6340 4311 4480 4312 7321 1934 7087 1511 1379 1694 2933 6657 3668 5627 430 792 587 812 2685 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=31 num_cat=0 split_feature=512 500 520 503 497 503 409 499 340 493 499 516 502 512 504 501 499 464 264 417 497 501 393 515 499 499 385 503 429 501 split_gain=10958.9 12972.4 2105.29 1153.2 841.104 520.984 508.556 584.437 409.303 352.158 331.407 328.604 257.171 200.345 264.84 167.373 166.399 162.029 153.933 153.909 151.239 150.123 126.957 123.314 118.139 117.183 127.585 112.513 106.948 100.018 threshold=-0.18604147434234616 0.061110341921448715 -0.34425035119056696 -0.13617307692766187 -0.062854776158928857 0.0078719500452280062 -0.20180750638246533 0.43912339210510259 0.45149442553520208 -0.15229103714227674 0.43954509496688848 -0.46250809729099268 -0.060174070298671715 -0.49361324310302729 -0.61055871844291676 0.57370060682296764 0.29076987504959112 -0.54450494050979603 -0.38499823212623591 -0.58567097783088673 -0.065304663032293306 0.54845437407493602 -0.27952119708061213 -0.39921654760837549 0.31227111816406256 0.41186757385730749 2.2806718349456792 0.022918635047972206 -0.36602911353111262 0.41127258539199835 decision_type=2 2 2 2 2 2 2 2 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 3 5 12 9 -3 -4 16 10 25 24 28 -2 -1 -15 -10 -8 -13 21 29 -14 -9 -12 27 -7 -5 -27 -16 -6 -11 right_child=1 2 6 4 11 8 7 18 15 19 22 17 20 14 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.046413437975527196 -0.020287904692390848 -0.017523330310689589 -0.034677944039593879 -0.041188000829717061 -0.013649280844542897 -0.036548258134191693 -0.040751804189882453 -0.025304007324800544 0.026622740815252146 -0.0058511651517194714 -0.013823014471248918 0.071434085796624594 -0.0040880192833104107 -0.042720112174769675 -0.023206895405206211 0.06035892978108566 0.038496729446524519 0.058417777578704748 -0.034200580550521144 -0.01604881196651264 0.055225507077494823 0.017594527341203352 0.012707135587669616 -0.042120340966023989 0.043671727207045603 0.051964598702103286 -0.012788792348631436 0.031966456203937316 0.043810678947567148 0.039982681759866523 leaf_weight=9076.8683611750603 591.8065966963768 1282.3422215878963 7637.75442096591 37.762804448604584 173.99510556459427 49.570379555225372 74.008569836616516 460.11765518784523 1018.8746624290943 181.62737306952477 1199.7302959859371 4298.03158852458 185.81061488389969 939.48916038870811 136.66899505257607 576.23149630427361 620.64969223737717 5419.6139499843121 1231.0996426045895 435.23290371894836 254.29007664322853 366.0256921350956 722.23284378647804 127.15674638748169 597.53927865624428 1238.2058010101318 80.881612092256546 284.37514805793762 151.19015315175056 344.14938998222351 leaf_count=28785 1796 3887 23762 115 524 153 231 1409 3003 539 3616 12097 554 2961 417 1670 1816 15370 3794 1309 725 1090 2150 395 1744 3570 243 838 443 994 internal_value=1.90307e-05 0.0157942 -0.0148381 0.0520157 0.0562549 0.0103404 -0.0280377 -0.00960556 0.0189223 0.0290997 0.00656752 0.0625214 0.00123087 -0.043625 -0.0266064 0.0388161 0.0300418 0.064176 -0.0229963 0.00593493 0.0301767 -0.00629178 -0.0038508 0.00100233 0.0375142 0.0455012 0.0479897 0.0140443 0.0130558 0.024142 internal_weight=39793.3 29228.8 15836.2 13392.6 12360.7 5446.52 10389.7 2751.9 4164.18 2317.86 2569.07 10042.8 1031.91 10564.6 1487.69 1595.11 694.658 9717.65 2057.24 961.01 440.101 826.143 1921.96 548.201 647.11 1356.85 1319.09 421.044 325.185 525.777 internal_count=120000 86604 48325 38279 35204 16223 32102 8340 12336 6770 7663 28434 3075 33396 4611 4673 2047 27467 6293 2842 1279 2499 5766 1650 1897 3928 3813 1255 967 1533 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=31 num_cat=0 split_feature=501 516 511 398 398 500 409 522 272 497 438 501 516 386 512 495 514 501 283 466 498 514 422 322 501 391 511 495 473 496 split_gain=30010 7906.36 5056.88 1123.27 1046.81 717.927 741.73 677.074 406.907 371.879 256.915 205.29 302.913 164.843 164.157 149.351 141.048 129.082 107.58 95.9922 87.0473 65.4756 60.473 56.3115 53.646 49.9082 59.741 43.9005 39.733 22.1918 threshold=-1.5247683525085447 1.0682604312896731 1.2847706079483034 -0.84443199634551991 -0.34373675286769861 -0.042581370100378983 -0.71272113919258107 -0.22769369184970853 -0.62608036398887623 1.2757804989814761 0.75058898329734813 0.33961386978626257 0.21624653786420825 0.42708085477352148 0.72706189751625072 -0.67650207877159108 0.91199100017547619 -0.051640991121530526 -0.64334866404533375 -0.63377270102500904 0.49673247337341314 2.1480908393859868 0.79273998737335216 -0.51165834069252003 0.34383021295070654 -0.58894407749176014 0.60277560353279125 -0.78866499662399281 -0.07999203726649283 -0.4162029474973678 decision_type=2 2 2 2 2 2 2 2 2 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 8 25 19 -8 22 11 17 12 -5 18 -3 -12 24 -11 -10 -7 -16 -13 -4 -18 27 26 -2 -6 -25 -22 right_child=1 14 4 9 16 6 7 -9 13 10 15 21 -14 -15 20 -17 23 -19 -20 -21 29 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=0.083343376388064008 -0.036332884571398487 0.083901129596681848 -0.021688125098200037 -0.035237238487035923 -0.034852076639816813 -0.038187217633534387 -0.031794530756108642 0.031573649292291499 0.024881928160441685 0.036191937823972828 -0.022014541314952646 -0.044576961918720494 0.025411226143312718 -0.02968444534189417 0.055928910380693656 0.056628120599102973 -0.024255829766967121 -0.031202880419124765 0.078594824983056089 -0.014984744008538504 0.042318105302372788 0.074218784525159884 0.054820375215628506 0.072442157422999739 -0.038783065359987309 -0.045335123680918354 0.0010565834227371064 0.050180321471943234 -0.022126059616846522 -0.044031999141235179 leaf_weight=8481.5964307487011 504.86991140246391 1645.7835946381092 145.32109040021896 4179.5292532145977 27.422470688819885 968.99795806407928 563.09453409910202 1675.2697989344597 100.56368610262871 77.374288946390152 91.252482652664185 15606.587747097015 216.38334003090858 38.58223482966423 90.147894889116287 177.61896231770515 30.389497518539429 850.39627981185913 1349.2432305216789 827.599718272686 9.0673433840274793 11.490023106336592 31.286387056112289 63.505234062671661 348.21431946754456 1392.4674029648304 135.16917136311531 33.672188073396683 13.316634863615034 38.660097777843475 leaf_count=23564 1578 4591 444 13009 83 2979 1756 4983 290 232 274 49144 648 118 257 526 93 2642 3800 2531 27 34 91 181 1084 4370 411 98 41 121 internal_value=-6.46049e-05 -0.0227077 -0.0288969 -0.0347553 0.0443536 -0.0157831 -0.00357466 0.0156295 0.0636447 -0.0401821 -0.013099 -0.0418011 -0.0322502 0.072159 0.0795092 0.0299207 -0.0178214 -0.0255736 0.0748745 -0.0275032 0.0270246 -0.0444888 -0.00808283 0.0331866 -0.0311992 -0.0400158 -0.0284299 0.0119371 0.0559768 -0.0274683 internal_weight=39724.9 31243.3 29459.6 27278.1 2181.52 6067.47 4034.96 2238.36 1665 21210.6 1196.64 20014 4395.91 1488.39 1783.66 268.871 516.52 927.771 1449.81 1796.6 137.875 15618.1 176.607 107.211 409.309 2032.51 640.039 61.0947 76.8219 47.7274 internal_count=120000 96436 91440 85117 6323 18608 12249 6739 4743 66509 3674 62835 13657 4208 4996 800 1580 2874 4090 5510 405 49178 535 315 1265 6359 1989 181 222 148 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=31 num_cat=0 split_feature=501 504 409 516 498 472 516 265 258 503 504 500 517 398 517 282 503 69 411 517 466 402 511 501 395 281 499 281 516 522 split_gain=7635.97 6256.03 3542.58 1426.85 1115.52 909.93 509.093 498.282 445.107 417.527 342.949 330.564 297.005 298.757 286.274 208.212 176.745 155.068 136.599 113.89 112.507 108.558 100.477 93.788 88.9938 75.3506 68.5967 58.4401 96.2053 54.6174 threshold=-1.5247683525085447 -0.54039964079856861 -0.6972350776195525 -0.43817432224750513 0.63860589265823375 -0.57463032007217396 0.71164464950561535 1.6516932845115664 -0.56146505475044239 0.2122253626585007 -0.63742512464523304 0.3006782084703446 0.5709761679172517 -0.65943428874015797 0.12387203797698022 -0.50405764579772938 -0.13617307692766187 -0.17680321633815763 -0.53931927680969227 0.78046056628227245 -0.63377270102500904 0.16327651590108874 0.92619219422340404 0.14064095169305804 -0.38693939149379725 -0.29279725253581995 0.41186757385730749 -0.29562786221504206 -0.33812259137630457 0.94958633184432995 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 10 4 9 6 12 14 8 -7 21 23 -9 17 -14 18 27 -6 -5 -3 26 -16 -4 -17 25 -11 -2 -18 28 -12 -21 right_child=1 2 3 5 16 7 -8 11 -10 24 15 -13 13 -15 20 22 19 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.046537974055857967 0.0097369723777066888 0.039988664053028894 0.030483835613026818 -0.010812994845013579 0.042218925267666539 -0.0095123837090181525 -0.033273572216161187 -0.01160758556234804 -0.027411352727851335 -0.006859384642469591 0.054877165546868306 0.054291722463610054 0.0054188589275698321 0.052750443581825512 0.062914390519063973 0.034458807804772923 0.076408251741066024 0.020364214473593392 0.011779849683102049 0.051891420550012494 0.043783745961693099 0.060944606214022791 -0.011914158816644184 0.076080487652059867 0.026952820658966287 0.069217002273297232 -0.015862503321044358 0.073884661121131498 -0.020124994760119388 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threshold=-0.2125856131315231 0.66716027259826671 0.061110341921448715 0.67565608024597179 -0.46250809729099268 1.2674531340599062 0.43873478472232824 -0.12824658304452893 -0.4449209570884704 -0.29569980502128596 0.30367302894592291 0.12649103999137881 0.036049686372280128 -0.49361324310302729 -0.61055871844291676 -0.40351140499114985 -0.58275413513183583 -0.46135778725147242 0.37060998380184179 -0.39921654760837549 0.022918635047972206 0.94510897994041454 -0.43592211604118342 -0.99954113364219654 0.79553470015525829 0.41214108467102056 -0.088662285357713685 -0.60661512613296498 1.2070468664169314 -2.0157874822616573 decision_type=2 2 2 2 2 2 2 2 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 2 4 24 12 6 11 -5 18 -8 -11 17 -2 29 -15 16 -10 -4 27 20 -16 -17 -9 -13 25 -3 -27 -6 -24 -1 right_child=1 3 5 7 8 -7 9 22 15 10 -12 23 -14 14 19 21 -18 -19 -20 -21 -22 -23 28 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.022777089418321617 -0.019363182607106521 -0.035178118829895876 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102.59304994344711 243.75528767704964 1997.7491716146469 679.0559806227684 1458.5888536572456 4463.9365696310997 130.42661088705063 104.21715477108955 396.07980206608772 20.38021993637085 8544.8438152968884 leaf_count=820 1648 12936 598 984 136 1932 3402 161 1022 6388 4599 186 620 2744 344 20682 2766 825 544 328 711 5506 1882 4190 14187 398 295 1142 59 27965 internal_value=3.6494e-05 0.0147826 0.0378429 -0.0308987 0.0528927 0.0131786 0.0183517 0.0264052 0.0567031 0.0080083 0.0158806 0.0432962 -0.00505651 -0.0429685 -0.0269697 0.0590997 0.0441476 0.014158 0.0152423 0.000849269 0.0132542 0.0612371 0.0517326 0.0524491 -0.0379112 -0.0334915 -0.00394235 0.0293799 0.056407 -0.0453386 internal_weight=39565.6 29463.1 19579.4 9883.7 12159.5 7419.87 6821.14 1077.51 11409.4 4821.99 3707.51 1999.15 750.123 10102.5 1303.93 10785.7 1349.52 478.058 623.643 457.477 354.884 9436.22 753.92 1521.09 8806.18 4342.25 234.644 441.525 699.436 8798.55 internal_count=120000 87088 56186 30902 34066 22120 20188 3086 31798 14389 10987 5799 2268 32912 4127 29976 3788 1423 1822 1383 1055 26188 2102 4376 27816 13629 693 1278 1941 28785 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=31 num_cat=0 split_feature=501 516 511 398 398 272 522 264 499 501 438 522 386 499 283 514 512 498 438 499 516 501 319 501 499 46 499 515 501 516 split_gain=26600.7 7209.54 4708.04 1253.53 972.088 584.283 663.161 543.169 387.929 340.987 412.758 323.272 224.273 200.261 183.202 160.438 141.94 133.456 199.009 120.132 102.081 94.7699 76.9502 67.0266 60.5948 47.5026 47.3367 32.8068 28.6087 26.9766 threshold=-1.5247683525085447 1.0682604312896731 1.2392336130142214 -0.36116521060466761 -0.88744226098060597 -0.59280139207839955 -0.2600357979536056 -0.49009247124195093 0.44043914973735815 0.28803122043609625 0.8259178400039674 1.1404820084571841 0.23199539631605151 0.44043914973735815 -0.64334866404533375 1.088576674461365 0.80657395720481884 -0.77682051062583912 0.9704599678516389 0.44043914973735815 0.13353777676820758 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0.0554015 0.0213172 -0.0394286 -0.0260241 -0.0322888 0.0637791 0.0165935 0.0675633 -0.020795 0.0746666 -0.0424917 -0.032635 -0.0299461 -0.0234387 -0.0290137 0.00739832 0.0206097 -0.0449196 0.0449423 -0.0444968 -0.0150273 -0.0187405 -0.0358761 internal_weight=39407.1 30736.7 28919.6 2719.82 26199.8 5426.98 2340.25 1977.62 1598.17 20772.8 3864.39 3369.26 1794.25 495.129 1715.65 742.202 1817.1 16908.4 2858.82 3086.73 2152.05 659.839 140.41 114.147 934.681 82.3627 14049.6 61.0894 78.5964 742.082 internal_count=120000 96436 91440 7921 83519 16828 7146 5604 4778 66691 12151 10654 5042 1497 4800 2317 4996 54540 9046 9682 6705 2077 422 336 2977 240 45494 185 242 2368 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=31 num_cat=0 split_feature=501 516 409 422 500 517 428 516 510 516 498 306 452 517 516 517 503 513 511 404 509 513 404 466 501 284 516 496 340 495 split_gain=7044.12 4962.16 3392.24 1138.24 1111.39 921.945 599.577 467.513 433.734 408.565 403.485 564.203 262.756 215.181 193.431 182.628 166.455 163.921 135.196 126.796 122.907 115.935 109.743 108.226 97.9519 97.4301 93.1399 92.9122 91.9679 85.4832 threshold=-1.5247683525085447 -0.44043020904064173 -0.6972350776195525 -0.37665812671184534 -0.16484922170639035 0.66716027259826671 0.21723998337984088 0.64727765321731578 1.3180559873580935 0.14369950443506244 0.41214108467102056 -0.56099188327789296 0.69362992048263561 -0.22868762165307996 0.43923738598823553 0.72570687532424938 0.29627554118633276 -0.71231001615524281 -0.3247672170400619 -0.42738202214241022 -0.53441658616065968 -0.84844282269477833 1.3130700588226321 -0.63377270102500904 -0.30157567560672754 -0.71204841136932362 1.0682604312896731 0.3498696386814118 0.22088299691677096 -0.69663593173027027 decision_type=2 2 2 2 2 2 2 2 2 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 5 15 12 16 13 14 10 11 -5 18 28 -7 20 27 -8 -4 -19 -3 24 -12 -15 -18 -10 -14 29 -6 -2 right_child=1 2 3 9 7 8 17 -9 25 -11 22 -13 26 23 -16 -17 21 19 -20 -21 -22 -23 -24 -25 -26 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109.34632021188736 200.03474363684654 132.27256083488464 287.68976083397865 2784.2040784358978 1322.5169827640057 1133.8334573507309 680.87670505046844 1074.9625137746334 1375.3679384887218 160.32982793450356 292.24414107203484 49.575372993946075 199.54259872436523 728.14668792486191 931.15988701581955 leaf_count=23564 659 681 1725 6105 2529 4713 5919 706 108 9495 13807 8284 1884 5681 341 585 372 825 8680 3688 3552 1989 3471 3853 434 933 163 577 2085 2592 internal_value=0.000127445 0.00992384 0.000458598 -0.0102155 0.0307172 0.00753645 0.050376 0.0416811 0.0344426 -0.018474 -0.0137444 -0.00317293 -0.00636314 0.0447844 0.0442575 -0.00629102 0.0304281 0.0626126 -0.0121399 0.050476 -0.012834 0.0146277 -0.0230374 0.0518747 0.0409448 -0.0181742 0.0216227 0.0417112 0.0297806 0.0471203 internal_weight=39347.2 32400 26256.5 19409.5 6847.05 6162.45 6143.43 5282.27 2099.18 13247 10269.1 4804.41 4063.28 5062.02 1769.26 1564.79 2336.02 3807.41 3368.25 1610.21 1364.75 973.479 5464.66 3437.15 292.602 329.918 695.026 1362.55 1624.86 1163 internal_count=120000 96436 79381 59709 19672 18547 17055 14854 6095 41162 31667 14389 12452 14148 5054 4818 6623 10432 10405 4513 4233 2795 17278 9534 806 1041 2047 3828 4614 3251 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=31 num_cat=0 split_feature=512 517 498 498 516 516 499 496 496 441 40 503 512 504 429 501 503 506 515 503 516 404 516 494 272 393 487 505 499 517 split_gain=9201.57 11258.4 2558.8 1475.62 970.934 784.653 625.651 581.68 482.737 343.056 282.849 180.282 149.373 205.986 147.074 144.737 147.935 99.5277 90.6128 94.8278 82.7492 76.3156 76.2951 71.4042 70.7724 60.396 56.0216 55.234 48.9882 46.4525 threshold=-0.2125856131315231 0.66716027259826671 0.3577237874269486 0.67565608024597179 -0.46250809729099268 1.2674531340599062 0.43873478472232824 -0.084005307406187044 -0.46044421195983881 -0.79135876893997181 -0.38086640834808344 0.12649103999137881 -0.49361324310302729 -0.61055871844291676 -0.44995576143264765 0.58701813220977794 -0.1950668469071388 -0.47671842575073237 -0.45919594168663019 0.022918635047972206 0.24605235457420352 0.22819674015045169 -0.43592211604118342 -1.8655954003334043 -0.67138683795928944 -0.03794539533555507 0.68265748023986828 -0.60661512613296498 0.42719869315624243 0.17753145098686221 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 5 24 14 6 11 -5 20 25 -11 17 23 -14 -4 16 -10 -2 19 -15 27 -17 -9 -1 -3 -8 -13 -6 -24 -21 right_child=1 3 4 7 8 -7 9 22 15 10 -12 26 13 18 -16 21 -18 -19 -20 29 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.023038057185619076 -0.015889208857328703 -0.031322250243092681 -0.019336820093677251 -0.029513503187664759 -0.026854621761964088 -0.044649584000951287 -0.019216670401867184 -0.0079736859811409856 0.007026270861533521 0.030312042646341103 0.00093737963494994788 0.051811583395560391 -0.040946142082576541 -0.024644540981607205 0.028195298108650454 0.055338945654066177 0.050768101934432354 0.032158513940358208 -0.037853421634189907 0.039264505686709514 -0.02280683536380609 0.066687577359411748 -0.039678660418884397 -0.044652873827752869 -0.0406280741840475 0.0052993997702192501 0.012685937719280088 0.026276652411513585 0.055927611005830193 -0.034449421820613634 leaf_weight=38.984190165996552 179.08927002549171 3352.9143264293671 540.26740366220474 337.47976022958755 55.186490803956985 565.67604547739029 1099.0226416885853 53.248456001281738 201.42649161815643 1655.7345988154411 1623.2316428124905 1373.4980347156525 821.10478934645653 109.20097231864929 232.73540422320366 3281.8578071892262 4971.5128158330917 270.04734528064728 112.89889785647392 209.84877747297287 147.02925360202789 2725.1956449151039 13.540397912263868 8471.9414792358875 5268.3521979749203 325.21629098057747 98.46886819601059 420.13499045372009 677.97828593850136 23.644985616207123 leaf_count=125 546 10726 1670 1036 167 1893 3343 158 581 4850 4835 3874 2744 343 678 8981 13674 784 366 605 451 7401 38 28660 17090 966 288 1204 1854 69 internal_value=5.48017e-05 0.0140058 0.03566 -0.0301014 0.0492632 0.0118668 0.0166943 0.0249259 0.0528188 0.00687196 0.0157723 0.040737 -0.0419486 -0.0259874 -0.0050176 0.0552047 0.049066 0.0129895 0.000964391 0.0137746 0.00994797 0.0604893 0.0496017 -0.044342 -0.0370099 -0.0136151 0.0491987 0.0200931 0.0540429 0.0317668 internal_weight=39256.5 29468.8 19765.3 9703.51 12575.3 7189.98 6624.31 1082.25 11802.3 4703.21 3278.97 1921.1 9787.62 1276.7 773.003 11180 5172.94 449.137 455.594 342.695 622.351 6007.05 744.767 8510.93 8621.27 1424.24 1471.97 475.321 691.519 233.494 internal_count=120000 87088 56186 30902 34807 21379 19486 3086 32459 13994 9685 5492 32912 4127 2348 30637 14255 1330 1383 1017 1822 16382 2050 28785 27816 4309 4162 1371 1892 674 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=31 num_cat=0 split_feature=501 516 517 398 306 416 450 499 396 282 501 495 501 516 512 493 498 398 497 490 422 497 499 272 422 501 521 495 503 391 split_gain=23725.5 6560.24 4884.64 2613.26 2199.87 517.481 357.588 314.77 310.644 256.873 151.571 244.349 132.532 316.459 125.65 76.3855 73.1752 70.4805 65.867 63.187 62.5214 60.6114 49.7473 47.2295 43.9945 55.2753 41.7753 31.9593 30.3011 27.7098 threshold=-1.5247683525085447 1.0682604312896731 0.78046056628227245 -0.36116521060466761 -0.56099188327789296 -0.48471115529537195 -0.85935133695602406 0.44043914973735815 -0.19941104948520658 -0.50570121407508839 0.40411214530467993 -0.60712838172912587 0.1597457826137543 0.1546118035912514 0.70089891552925121 -0.16308904439210889 0.49673247337341314 -1.2464250922203062 1.5956801772117617 -0.42638890445232386 0.51895636320114147 0.66890892386436474 0.23053730279207232 -0.59280139207839955 0.4269797950983048 0.1930985823273659 0.92267131805419933 -0.62295550107955922 -0.47346626222133631 -0.31524643301963801 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 12 4 6 20 23 -8 -7 24 11 -11 13 18 -3 -15 -16 21 26 -12 -6 28 -19 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141.41162490844727 226.38106825947762 298.43660280108452 224.02314028143883 57.223851144313812 30.870998650789261 100.15917959809303 112.43435114622116 47.793796569108963 23.613648772239685 26.810582250356674 213.12330555915833 153.21632501482964 24.410131990909576 15617.68977445364 327.60415977239609 60.772420912981033 393.3643082678318 15.953657060861586 23.579806566238403 1057.6591669619083 18.138473212718964 leaf_count=23564 5479 4567 2061 7668 677 6467 1236 5091 432 696 979 669 180 95 277 329 152 72 84 666 451 73 51972 1008 185 1265 48 71 3428 58 internal_value=-0.000183964 -0.021225 -0.0271653 0.00171089 0.0225306 0.0542701 -0.00690675 0.00484532 0.0626546 -0.0307835 -0.00847605 0.0126667 -0.0420803 -0.0295433 0.0702106 0.0418603 0.025948 -0.043496 -0.0353813 -0.0270998 -0.000194254 -0.0315692 -0.044378 -0.0318129 -0.0384206 -0.0241358 -0.0370487 0.0208593 -0.0338068 0.0268859 internal_weight=38980.1 30194.9 28353.1 9656.8 5885.83 2832.21 3053.62 2074.59 2454.44 3770.97 961.964 450.404 18696.3 1897.52 1841.89 143.305 147.953 16798.7 1754.22 511.56 377.769 1157.43 15641.3 979.026 2809 454.137 1703.83 50.3904 1114.88 42.5486 internal_count=120000 96436 91440 29551 17423 8027 9396 6327 6899 12128 3010 1365 61889 6106 4996 424 429 55783 5682 1645 1128 3739 52044 3069 9118 1450 5527 155 3608 131 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=31 num_cat=0 split_feature=501 504 409 516 437 500 435 505 500 516 517 397 437 491 490 505 517 500 395 516 385 517 516 516 496 511 431 264 514 445 split_gain=6505.44 4990.42 2888.58 1181.39 931.144 859.387 780.86 411.94 410.29 389.924 303.011 293.947 287.19 210.972 191.083 152.098 107.219 105.678 103.987 100.203 93.2031 90.2453 85.4839 68.9963 67.8127 58.9428 56.4311 54.745 52.7381 50.8421 threshold=-1.5247683525085447 -0.54039964079856861 -0.70133307576179493 -0.42222386598587031 0.66865673661232006 -0.16484922170639035 -0.78326719999313343 -0.13640888780355451 0.21600387990474704 0.92148381471633922 0.50882604718208324 -0.17411742359399793 0.12584586441516879 -1.0319421887397764 -0.42913337051868433 -0.45073752105236048 0.78046056628227245 1.2109310030937197 -0.079771071672439561 -0.45498752593994135 -0.11084284260869025 0.83420196175575267 -0.39038227498531336 1.0682604312896731 0.34055569767951971 -0.5860062539577483 0.62151637673378002 1.0431956648826601 1.0000000180025095e-35 0.74410381913185131 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 12 5 7 6 15 8 20 -5 13 27 -8 14 -7 22 -3 25 -15 21 29 -4 -9 -2 -12 -22 -17 -20 -6 -21 -16 right_child=1 2 3 4 10 9 11 18 -10 -11 23 -13 -14 17 19 16 -18 -19 26 28 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.044658257776428657 0.056327691581676602 0.03720046401527824 0.021252108390950875 -0.012238084510982617 0.0019799277157311157 0.054488156924398082 -0.0091176474723369452 -0.00804732697045887 0.020300233972295152 -0.037781792358872551 0.067873455631184812 -0.025988693569409194 0.067157406649047693 0.036569302643380951 0.048036138797486784 0.01666337647675329 0.03175116953501203 0.007282459785880613 0.012603771516689686 0.026119524867643663 0.057134367573596634 0.048672702200423149 0.0094335308578561445 -0.038987269322558943 0.015496588426464822 -0.016213553218686436 0.052226924249534679 0.042241502608071101 -0.024777470260344672 0.0032978604786169253 leaf_weight=6698.9607562124729 1151.856301099062 214.92526713013649 336.25424721837044 1918.2959149181843 463.8164102435112 1885.3230128884315 3554.1827604472637 953.99694940447807 1956.9992287755013 161.30781590938568 437.20571660995483 9448.3282127678394 2863.6811419725418 2990.3580733835697 223.58828577399254 154.0564920604229 153.37814021110535 343.93950834870338 263.72746732831001 75.518720716238022 805.02859801054001 75.578005373477936 106.46907433867455 15.524137079715727 111.7961630821228 1171.2869742512703 136.65634739398956 103.21020501852036 155.3014395236969 89.046953529119492 leaf_count=23564 3123 613 959 6054 1385 5139 11019 2846 5690 544 1213 30118 7690 8337 607 452 445 967 784 213 2217 215 309 52 326 3701 392 301 476 249 internal_value=0.000185126 0.00947989 0.00140992 -0.00806417 -0.0127026 0.0289714 -0.0155062 0.0228747 0.00419237 0.0387481 0.0336908 -0.0213776 0.0573136 0.0411148 0.0416627 -0.00208793 -0.00780383 0.0335501 0.00452996 0.0168682 0.0438028 -0.0038745 0.0523649 0.0641904 0.0520648 -0.0123872 0.0261498 0.00932331 -0.00809946 0.0353146 internal_weight=39019.6 32320.6 27655.2 20580.6 17897.6 7074.58 16877.8 2683.04 3875.3 5380.93 1019.76 13002.5 4665.46 5219.62 1801.78 1693.65 1478.72 3334.3 1429.96 543.455 1253.08 1029.57 1258.33 452.73 916.825 1325.34 400.384 567.027 230.82 312.635 internal_count=120000 96436 83769 63571 55832 20198 52881 7739 11744 14987 2951 41137 12667 14443 4977 5211 4598 9304 4237 1545 3502 3061 3432 1265 2543 4153 1176 1686 689 856 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=31 num_cat=0 split_feature=512 517 500 500 516 516 492 496 496 503 504 512 504 503 429 424 516 429 395 507 464 506 494 272 499 506 505 509 503 347 split_gain=8447.09 10144.5 2254.1 1379.8 819.815 740.104 583.911 567.61 351.544 305.872 233.318 145.309 196.652 140.792 127.287 113.078 110.385 113.837 109.412 103.419 85.3476 72.3956 67.1866 66.6364 61.153 56.1222 52.4675 38.8457 38.2398 35.2417 threshold=-0.2125856131315231 0.66716027259826671 0.061110341921448715 -0.23124419152736661 -0.46250809729099268 1.2674531340599062 -0.49596856534481043 -0.080124493688344942 -0.4449209570884704 0.0078719500452280062 -0.53301873803138722 -0.51409700512886036 -0.61055871844291676 -0.015627991408109661 -0.44995576143264765 -0.45225404202938074 -0.40351140499114985 -0.58275413513183583 -0.6092068850994109 0.37060998380184179 -0.57072511315345753 -0.56679686903953541 -1.8655954003334043 -0.67138683795928944 0.42719869315624243 -0.39992989599704737 -0.60661512613296498 1.1964575052261355 -0.065289795398712144 -0.48994667828083033 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 4 7 14 6 13 -3 19 25 -11 22 -13 -4 -2 -15 17 -10 -14 26 -18 -9 -1 -5 -23 -8 -6 -26 -16 -25 right_child=1 3 5 23 8 -7 9 21 16 10 -12 12 18 15 28 -17 20 -19 -20 -21 -22 24 -24 29 27 -27 -28 -29 -30 -31 leaf_value=0.022292264986659146 -0.018209807735221167 -0.028451410998805295 -0.019459943853605929 -0.0306781413532939 -0.024881139716225624 -0.043593666350146255 -0.021459327975161657 -0.016547924485232526 0.014769635027944978 -0.014918935674401819 0.037530617262759865 -0.039834743657486099 0.025588497657979537 -0.0053245532288550175 -0.0091447248560851402 0.018159513903662227 0.059182631451594608 0.04729974641613692 -0.022915227949747083 -0.018491911675777014 0.049693131861262993 -0.041718179424174613 -0.043811284972339118 -0.034056029157730178 0.054330481465446827 0.0092391419649860036 0.032019153338946706 -0.026122711137923096 0.03822946987939102 -0.042850628583347504 leaf_weight=38.465372204780579 512.50523948669434 372.73953807353973 765.39554923772812 3259.8552804291248 44.848830461502075 556.73071366548538 269.16986042261124 42.661212474107742 366.71601358056068 226.62242525815964 3253.2105687260628 855.4697747528553 225.14331221580505 1095.8234410881996 56.2336545586586 962.57594507932663 4191.5352939963341 1014.9624093472958 240.20170232653618 180.19987633824348 5499.2043656408787 17.477568238973618 8109.2670340240002 1741.6183903217316 698.34374144673347 332.67286938428879 404.42230436205864 15.192767471075056 173.1243155002594 3353.1459762752056 leaf_count=122 1605 1161 2370 10641 136 1932 829 127 1022 689 9252 2946 658 3258 172 2803 11288 2766 766 544 14900 50 28420 5734 1895 987 1142 44 491 11250 internal_value=7.04415e-05 0.0132958 0.0335845 -0.0292113 0.046614 0.011856 0.0163277 0.0222226 0.0498453 0.0284208 0.0341131 -0.0410034 -0.0256067 -0.00115092 -0.00434971 0.0056553 0.0519118 0.0386711 0.000541567 0.0134854 0.0537987 0.0466432 -0.0434983 -0.0362698 0.0503396 -0.00448351 0.0263236 0.052607 0.0265936 -0.0398459 internal_weight=38875.5 29407 19906 9501.03 12443.8 7462.2 6905.47 1146.41 11701.9 4081.68 3479.83 9468.55 1320.81 2823.79 741.863 2058.4 11072.4 1381.68 465.345 629.471 9690.74 773.675 8147.73 8354.62 731.014 601.843 449.271 713.537 229.358 5094.76 internal_count=120000 87088 56186 30902 34066 22120 20188 3277 31798 11757 9941 32912 4370 8431 2268 6061 29976 3788 1424 1822 26188 2116 28542 27625 1989 1816 1278 1939 663 16984 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=31 num_cat=0 split_feature=501 516 517 511 438 422 428 272 409 272 404 512 308 283 498 501 522 501 438 284 516 505 517 439 272 501 504 497 428 496 split_gain=21274.2 5892.54 4592 2685.1 752.668 669.96 497.621 650.02 362.353 327.988 227.754 204.817 176.622 128.498 112.689 103.436 232.83 76.9914 73.1068 73.0692 72.9446 57.7546 48.0348 68.1265 79.3397 43.8779 64.6248 42.9831 30.2074 30.034 threshold=-1.067359924316406 0.92148381471633922 0.78046056628227245 1.1468648910522463 1.135445296764374 -0.49773484468460077 -0.47024655342102045 0.1737954840064049 -0.71272113919258107 -0.67657864093780506 -0.45842783153057093 0.70089891552925121 -0.66236981749534596 -0.64334866404533375 0.49673247337341314 0.1597457826137543 0.80603075027465831 0.38598485291004186 -0.090807970613241182 -0.67268452048301686 -0.041327696293592446 -0.41879262030124659 0.47816623747348791 -0.48681521415710444 -0.64195960760116566 -1.5247683525085447 0.063776098191738143 1.5956801772117617 -1.0080657601356504 -0.4162029474973678 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 2 15 4 6 10 7 -4 -7 17 19 -3 -10 -11 -13 16 20 -6 -8 -5 27 -22 28 24 -24 -1 -27 -2 -17 -16 right_child=1 11 3 5 9 8 18 -9 12 13 -12 14 -14 -15 29 22 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.067838548710609278 -0.038245351112097557 0.069650035865338203 -0.020358326236716948 -0.029860718799626308 0.016991891168953829 -0.018574380108187606 -0.042779561957721673 0.040656715913941495 0.01823824905500666 0.016702937340228038 -0.032042820632365521 0.045456081350249644 0.066585338300933938 0.065322502660717749 0.041238271856994989 -0.03518312765585925 0.059147528869524291 -0.017640945234618097 -0.027415544294595886 0.047234543686446272 0.061061542090093103 -0.015877963983458077 -0.035222086510661603 -0.041830636868428556 0.011664780837194537 -0.033568508025204488 0.072613746731848144 0.013138054855890017 -0.043957916395044511 -0.04350211264623223 leaf_weight=8833.6400709450245 1537.9089109003544 1713.9157530069351 1864.8220788240433 36.961897492408752 264.2822499871254 151.62040445208549 1797.8050936162472 569.77549582719803 211.35137712955475 216.92514044046402 330.89780670404434 132.87762212753296 1809.682664424181 365.56059268116951 12.279719918966292 1062.9061190783978 70.225669533014297 408.00200834870338 1366.2436709702015 178.61836266517639 29.941157907247543 129.51532009243965 207.38580426573753 648.47533848881721 159.36833676695824 26.368072688579559 31.069635540246964 41.613064974546432 14178.71615511179 65.997861564159393 leaf_count=23564 5114 4588 5885 116 804 472 5997 1686 626 648 1055 371 4967 1043 36 3573 200 1282 4371 509 93 416 690 2208 500 85 84 129 48666 222 internal_value=-0.000259188 -0.0206542 -0.0265456 0.00145216 -0.0152274 0.0434929 -0.0230721 -0.00607567 0.0559398 0.0197701 -0.00598472 0.0639247 0.061533 0.0472305 0.0174186 -0.0413808 -0.0300269 -0.00401846 -0.036148 0.0339854 -0.0336341 -0.00137047 -0.0426439 -0.0320864 -0.0148367 0.0675549 0.0238079 -0.0368877 -0.0433466 -0.0301091 internal_weight=38454.8 29563.7 27638.6 9572.55 6853.42 2719.13 5598.65 2434.6 2172.65 1254.77 546.478 1925.07 2021.03 582.486 211.155 18066.1 1809.2 672.284 3164.05 215.58 1738.98 159.456 16256.9 1015.23 366.754 8891.08 57.4377 1579.52 15241.6 78.2776 internal_count=120000 96267 91050 29461 21716 7745 17939 7571 6065 3777 1680 5217 5593 1691 629 61589 5952 2086 10368 625 5752 509 55637 3398 1190 23733 169 5243 52239 258 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=31 num_cat=0 split_feature=501 516 409 437 500 435 513 516 497 500 281 520 501 385 472 306 516 411 486 517 361 213 511 412 501 505 522 277 517 517 split_gain=6013.94 3941.86 2884.26 1375.95 843.015 580.883 573.077 551.565 371.252 305.046 297.362 273.418 271.419 263.168 259.212 235.779 147.713 143.643 136.821 125.793 123.136 95.9241 94.4791 86.848 65.4345 59.5814 58.3548 56.3402 55.2266 55.1214 threshold=-1.5247683525085447 -0.42222386598587031 -0.65911415219306935 0.66865673661232006 -0.23124419152736661 -0.78326719999313343 -0.62514290213584889 0.64727765321731578 0.38348196446895605 0.21600387990474704 -0.25955450534820551 0.032637856900691993 0.034555964171886451 0.04531169310212136 -0.59127962589263905 -0.56099188327789296 0.33746629953384405 -0.40754047036170954 -0.64694604277610768 0.78046056628227245 0.34526985883712774 -0.43539431691169733 -0.55031362175941456 -0.70274966955184925 -0.166715033352375 -0.58269113302230824 0.94958633184432995 -0.68200138211250294 1.3710328340530398 0.17753145098686221 decision_type=2 2 2 2 2 2 2 2 2 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 5 19 9 12 11 13 -4 29 17 27 18 21 -16 -11 -6 -8 22 -12 -7 -3 -13 -15 -20 -21 -2 -10 -5 right_child=1 2 3 10 7 14 8 -9 28 16 20 23 -14 24 15 -17 -18 -19 25 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.043828562367920494 0.048221651855478005 0.019872717905570804 -0.01189458688472623 -0.00037080592126949264 0.034829024377312189 -0.014394273886466462 0.038238074819057319 -0.032333709672289788 -0.0054289683166047131 0.022441415100100472 0.068423258002874257 0.055208499036115868 0.061549714125330092 0.0023212534645603981 -0.015154892541195526 -0.0295962735992789 -0.026999773361701774 0.011478432186355364 0.041873723813267406 0.044089110494637734 0.0097569216463398688 0.015231401970373135 -0.017889580328940335 0.038280982860364743 0.051692412550048285 0.00018269055165287207 -0.021319842790833297 0.0052667751821319844 0.033372588355034392 0.036343184083323453 leaf_weight=6447.0481728613377 104.9308568239212 192.00401246547699 1823.5963191390038 364.69111254811287 1654.1608718037605 483.16651663184166 571.48341903090477 301.91297739744186 752.71374723315239 1529.5989181697369 616.4314691722393 1620.5879819095135 3009.3623661994934 70.240508377552032 5244.0897156298161 6136.5317269712687 167.4520605802536 1095.7999694049358 98.725728094577789 155.81438446044922 104.90160644054413 628.43692177534103 1198.0907072126865 1431.5498666465282 1621.8171212673187 646.95276001095772 43.46408399939537 280.76538062095642 104.31886294484138 141.81473714113235 leaf_count=23564 288 559 5820 1087 4593 1484 1601 1019 2255 4384 1688 4386 8051 202 16703 20020 524 3126 275 444 307 1870 3863 3932 4453 1885 135 783 296 403 internal_value=0.000250111 0.00907702 -0.000364194 -0.0117242 0.0250925 -0.0156359 0.0414968 0.0335382 0.0283302 0.00230139 0.0392829 0.0369672 0.056488 0.0365986 -0.0206915 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61.851 59.6262 53.9104 52.1403 threshold=-0.22666725516319272 0.66716027259826671 0.3577237874269486 -0.19857682287693021 -0.49664260447025294 1.8054112792015078 -0.1041855365037918 -0.49596856534481043 -0.46044421195983881 -0.15454650670289991 -0.66200965642929066 0.41127258539199835 1.2629730701446535 -0.61314499378204335 -0.29569980502128596 -0.29356797039508814 0.58701813220977794 -0.56167277693748463 -0.22687558084726331 -0.51409700512886036 -0.60129845142364491 -0.12887945771217343 -0.56679686903953541 -0.40357382595539087 -0.61344844102859486 -0.31173565983772272 -0.67138683795928944 2.194137811660767 0.0066001776140183219 -0.60661512613296498 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 5 6 9 7 -3 14 27 21 18 -12 19 -14 -2 -16 17 -10 -9 -1 -21 -4 -8 -11 -18 28 -5 29 -22 -6 right_child=1 3 4 26 8 -7 22 10 16 23 11 -13 13 -15 15 -17 24 -19 -20 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.043383606834912922 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4779.2691323459148 339.44804283976555 791.923106148839 107.41160494089127 41.710693627595901 769.55460265278816 507.09617859125137 4405.159618139267 76.922306150197983 4943.9926775991917 56.332600146532059 131.33719274401665 508.09430345892906 leaf_count=27609 2453 1215 1649 10573 191 1843 140 1771 492 251 3360 5290 596 672 1851 3907 4455 12886 1010 2811 337 116 2085 1402 11796 265 16958 192 380 1444 internal_value=8.65829e-05 0.0125669 0.0316348 -0.0284383 0.0435606 0.0105685 0.0199902 0.0145118 0.0469929 0.00898162 0.0256601 0.0329602 -0.0403252 -0.0116905 -0.00170321 0.00494514 0.0491671 0.0435926 0.00217184 -0.0415696 -0.0291422 -0.0171486 0.0432176 0.0341099 0.0537188 -0.00316804 -0.0355838 0.00875284 0.00940927 0.0136092 internal_weight=38436.2 29367 20045.7 9321.3 12799.4 7246.22 1198.4 6732.67 11643.5 1155.91 3989.81 3043.62 9069.18 377.921 2742.87 1957.36 11017 4953.05 946.192 8691.26 1107.59 566.574 816.038 589.333 6063.92 315.671 8122.91 626.569 238.749 570.236 internal_count=120000 87330 56359 30971 34874 21485 3440 19642 31456 3418 11431 8650 32670 1268 8211 5758 29629 13378 2781 31402 3793 1765 2225 1653 16251 982 27531 1827 717 1635 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=31 num_cat=0 split_feature=501 516 511 514 398 500 466 516 398 501 438 398 522 499 512 264 272 500 499 516 501 319 439 386 500 422 505 501 516 501 split_gain=19162.6 5400.36 3809.43 988.648 867.399 498.607 525.894 521.387 293.26 274.51 346.91 257.132 213.77 206.144 183.55 150.692 109.917 100.979 95.682 95.5917 89.3293 70.0816 69.1288 60.1407 52.8333 51.3059 45.5515 42.8575 40.545 38.6849 threshold=-1.067359924316406 0.92148381471633922 1.2280490994453432 0.73540532588958751 -0.85528871417045582 -0.042581370100378983 -0.52830615639686573 -0.26560251414775843 -0.57780459523200978 0.38224689662456518 0.88379463553428661 -0.21543604880571363 1.2887622714042666 0.44043914973735815 0.70089891552925121 -0.49009247124195093 -0.67138683795928944 -0.012616720516234635 0.26323355734348303 0.13353777676820758 0.38224689662456518 -0.31154425442218775 -0.48681521415710444 0.79119423031806957 0.98387885093688976 0.37099415063858038 -0.53184565901756276 0.36312986910343176 -0.026804966852068898 -1.5247683525085447 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 4 8 5 26 19 -8 15 10 12 16 -6 -12 -3 -4 -5 -16 25 -7 21 -10 -17 -18 -20 -11 28 -13 -2 -1 right_child=1 14 3 11 9 6 7 -9 20 18 13 27 -14 -15 17 22 23 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.064177570383276039 -0.020606604697234049 0.06618550949601297 -0.029533791207089533 -0.00048927226980311454 -0.034190968281162235 -0.032012997753623915 -0.020626286906459845 0.030733553305694356 -0.023069734390292324 -0.023031726854689804 -0.03493553047470447 0.045214583086678313 0.04708089340649918 0.022975421629117674 -0.029171562940065721 0.048349398957995213 0.063795266031450637 0.042800739198440435 -0.042750285880627639 -0.00012649560254710963 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386.578 294.367 236.6 228.862 157.195 132.676 119.179 109.375 100.759 139.32 97.9532 97.8833 89.7817 86.1497 81.7665 76.7706 65.5812 64.6518 60.0222 60.0147 58.6345 threshold=-1.5247683525085447 -0.45565800368785853 -0.70133307576179493 -0.57229241728782643 -0.12972174584865567 -1.0137752890586851 0.24429204314947131 -0.44056579470634455 -0.46790586411952967 0.29830473661422735 0.70142716169357311 -0.16916305571794507 -0.47671842575073237 -0.33732338249683375 0.054656928405165679 0.72570687532424938 -0.31482781469821924 1.3784618377685549 0.20581921190023425 0.41214108467102056 -0.49556486308574671 0.24683026224374774 -0.049885017797350877 0.42360782623291021 -0.39688134193420405 -0.21755064278841016 -0.40622426569461817 2.7018429040908818 1.2633893489837649 0.41186757385730749 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 9 4 6 15 17 12 11 -9 16 14 -7 22 28 24 20 -2 18 -5 -11 -3 -15 -4 -14 -6 -18 -21 -12 -8 -22 right_child=1 2 3 5 10 7 13 8 -10 19 27 -13 23 21 -16 -17 25 -19 -20 26 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.043064693442171585 0.0067351615154770594 0.031818904502824326 0.00086624161431379104 -0.0031798689041317553 0.036794545473648729 0.030416076423100104 0.051194854842842863 -0.001364948487302081 -0.02216817981454099 0.060952039537789597 0.0049053340905862945 -0.0083263192587891121 0.06302309801825394 0.035235549034492608 0.046673769991610901 0.033816292653774511 0.054656588341219225 -0.025320304145669881 0.040532174793198449 0.047933812633870573 0.072509990112364642 0.0094367282451067146 0.04186348458188896 -0.016506405837489187 0.018114331494576551 0.013640210187472499 0.0092984210156923167 -0.042467591591653191 -0.037831561546570851 -0.01218658158731502 leaf_weight=6193.5473149120808 544.01332801580429 149.39790454506874 220.99826240539551 253.88134449720383 1594.0689153671265 784.1265897154808 850.37398537993431 3122.8157862722874 10672.08691637218 2950.2214703857899 359.83876699209213 791.75858038663864 33.054381877183914 655.3105396926403 2546.7458215653896 208.94674876332283 281.95017728209496 97.420781493186951 644.30937728285789 453.20078757405281 20.645906090736389 696.26533639431 305.71380352973938 1252.5996311306953 842.27354130148888 149.59544295072556 142.78398257493973 81.993553683161736 19.228359460830688 1303.4270140528679 leaf_count=23564 1530 419 681 781 4373 2218 2347 9784 34806 7917 1020 2394 96 1826 6875 592 763 316 1795 1223 58 2008 856 4039 2345 416 427 301 65 4165 internal_value=0.000313354 0.00870175 0.00198754 -0.00656144 0.0265258 -0.0122661 0.0165842 -0.0145464 -0.0174593 0.0495443 0.0352212 0.0109486 -0.00307819 0.0326293 0.0386894 -0.00150977 0.0216597 0.0229308 0.028172 0.0572131 -0.00652455 0.0219506 0.0246747 -0.0144531 0.0303396 0.0404563 0.0386892 -0.00388226 0.0492165 -0.0108568 internal_weight=38222.6 32029 27507.3 20399.9 7107.34 16366.4 4033.54 15370.8 13794.9 4521.77 5424.92 1575.89 1812.37 2221.18 4983.09 1682.42 975.559 995.612 898.191 3546.21 1473.47 1351.58 526.712 1285.65 2436.34 431.546 595.985 441.832 869.602 1324.07 internal_count=120000 96436 84160 64012 20148 52094 11918 49202 44590 12276 14914 4612 5672 6246 13593 5234 2709 2892 2576 9567 4642 3834 1537 4135 6718 1179 1650 1321 2412 4223 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=31 num_cat=0 split_feature=512 517 498 500 516 516 499 496 496 501 504 505 462 504 505 452 501 505 507 506 499 404 272 506 505 512 504 395 505 421 split_gain=7122.99 8386.9 1783.93 1196.51 674.14 591.815 515.969 503.545 341.496 284.794 327.724 179.917 126.811 165.351 125.942 119.727 114.428 115.23 85.6133 82.6649 68.1552 66.3751 60.8038 58.5883 52.6888 42.4625 75.9587 57.2414 42.1052 40.2178 threshold=-0.22666725516319272 0.66716027259826671 0.3577237874269486 -0.19857682287693021 -0.46250809729099268 1.2674531340599062 0.43803511559963232 -0.080124493688344942 -0.46044421195983881 0.59671455621719371 -0.51136723160743702 -0.29569980502128596 -0.42571690678596491 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3486 7195 26650 370 1775 654 9718 14919 652 801 127 5444 16958 1989 535 2063 308 455 1042 2243 internal_value=0.000109336 0.0119593 0.0300281 -0.027765 0.0412215 0.0101833 0.0141076 0.0188289 0.0441185 0.00538623 0.0240373 -0.00253148 -0.0394848 -0.0217154 0.0360753 -0.00408923 0.0460869 0.0411187 0.00815886 0.0130588 0.0414859 0.051132 -0.0347941 0.0439701 0.00970548 -0.0415282 -0.0305829 -0.00704069 0.0213946 0.0432319 internal_weight=37953.7 29211.4 20078.6 9132.73 12837.4 7241.24 6733.89 1197.04 12066.1 4820.48 1436.67 3383.81 8742.36 902.007 1913.41 771.352 11439.7 5764.8 626.343 454.067 804.41 5674.91 7935.69 781.714 285.765 7840.35 800.15 240.316 414.149 1459.35 internal_count=120000 87330 56359 30971 34874 21485 19580 3440 32485 14226 4129 10097 32670 3194 5354 2389 30660 15498 1825 1336 2182 15162 27531 2116 905 29476 2826 763 1173 4018 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=31 num_cat=0 split_feature=501 516 517 511 514 422 272 308 272 396 439 422 501 499 516 416 515 501 516 491 510 409 404 499 497 517 439 395 501 504 split_gain=17322.3 4951.57 4140.9 2234.58 649.419 639.769 365.994 288.412 238.361 255.562 219.773 169.485 143.335 131.529 128.085 127.623 115.314 100.41 195.436 81.7145 70.952 69.8633 69.4699 66.1774 59.4057 40.5804 61.0443 38.5342 35.0895 57.2581 threshold=-1.067359924316406 0.92148381471633922 0.78046056628227245 1.1098226904869082 0.55881962180137645 0.24988659471273425 -0.64427450299262989 -0.66013160347938526 0.76739442348480236 -0.24808487296104428 -0.20658870041370389 -0.049953557550907128 0.609509438276291 0.44043914973735815 0.1047094687819481 -0.4824660718441009 3.4951291084289555 0.1597457826137543 0.13353777676820758 -0.89409264922142018 -0.93281498551368702 -0.69338610768318165 -0.51265925168991078 0.23053730279207232 1.5956801772117617 0.47816623747348791 -0.51120054721832264 1.0339274406433108 -1.5247683525085447 0.063776098191738143 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 17 5 11 8 13 19 14 -10 -8 22 -3 -7 -4 -9 -14 18 24 -6 -20 -13 -5 -19 27 -25 -27 -2 -1 -30 right_child=1 12 3 4 7 6 10 15 9 -11 -12 21 16 -15 -16 -17 -18 23 20 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31 leaf_value=0.061024523006786027 -0.036386583376594381 0.06167391474867942 -0.034409131324561963 0.011765067293236443 -0.022799873432015172 -0.038901324009644057 0.042158852424628898 0.0013331134243893324 0.038900473238203483 -0.034490406912216755 -0.0163707630157304 -0.018463381786609008 -0.030908450875032883 -0.001489045179175667 -0.0089291588152601211 0.060755980608108641 0.06418542884945562 0.037193036878382643 -0.029087587811040944 0.030617018192079959 0.054944283003974276 0.042412963573866244 -0.032773933217690406 -0.041912904330685209 0.021048589393482045 -0.014140813021105373 -0.040582186417390823 0.0036265792609712685 -0.033001608212998676 0.067184768735712025 leaf_weight=8761.7008680999279 1500.2671012580395 1792.339689552784 3198.5990299582481 116.67596048116684 142.22352144122124 317.47900477051735 766.85873448848724 95.195557415485382 271.55162560939789 210.42399848997593 202.59429812431335 60.990487486124039 78.467389851808548 903.89649128913879 583.89080306887627 1844.9897811114788 53.526748359203339 26.798707634210587 34.567899942398071 143.91138485074043 90.704156279563904 205.08014670014381 348.35778433084488 14305.587648883462 48.963474601507187 338.26167975366116 619.65471731126308 62.430110573768616 26.028531134128571 31.218053340911865 leaf_count=23564 5218 4817 10792 349 445 1066 2215 290 804 738 652 192 256 2856 1886 5017 144 83 109 423 265 582 1154 52181 151 1134 2239 209 85 84 internal_value=-0.000433849 -0.0194633 -0.0250994 0.0015136 0.0375058 -0.0149754 0.00698357 0.0509322 -0.0262577 0.00684813 0.0299219 -0.00337401 0.0579705 -0.0112203 -0.0304775 0.0578432 0.00763591 -0.0398113 -0.0284065 0.00404996 0.0317117 0.028438 -0.0215883 -0.0411064 -0.0330842 -0.0412444 -0.0312528 -0.0347847 0.0607692 0.0215673 internal_weight=37183.2 28364.3 26440 9412.72 2957.42 6455.29 2190.83 2226.32 4264.47 481.976 969.453 731.104 1924.33 1221.38 3782.49 1940.19 131.994 17027.2 1736.93 286.135 125.272 266.071 465.034 15290.3 1611.66 15263.5 957.916 1562.7 8818.95 57.2466 internal_count=120000 96267 91050 29461 8452 21009 6789 6175 14220 1542 2867 2277 5217 3922 12678 5307 400 61589 5952 868 374 774 1503 55637 5578 55554 3373 5427 23733 169 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=31 num_cat=0 split_feature=501 504 409 516 437 484 500 258 505 516 501 517 412 505 466 517 281 444 511 412 463 513 510 500 486 517 281 490 484 398 split_gain=5151.43 3623.71 2110.6 985.614 779.623 646.307 601.373 370.696 333.167 288.268 196.7 176.604 147.307 143.505 136.905 125.272 111.34 92.4881 85.2713 83.6233 82.0762 63.9701 62.2463 61.8493 53.5682 45.6387 42.3737 42.0794 40.7208 37.3572 threshold=-1.5247683525085447 -0.5651644468307494 -0.70133307576179493 -0.42007783055305475 0.93646863102912914 -0.957751303911209 0.061110341921448715 -0.56146505475044239 -0.13640888780355451 0.64727765321731578 0.26096384227275854 0.32069005072116857 -0.93149146437644947 -0.48645597696304316 -0.37657800316810602 0.75233957171440136 -0.30141243338584894 0.18900241702795031 -0.5860062539577483 -0.57128703594207753 -0.1513344198465347 -0.36569067835807795 0.72905850410461437 1.2033189535140993 -0.40105511248111719 0.17753145098686221 -0.23703691363334653 -0.43622840940952295 -0.66112679243087757 -0.46068501472473139 decision_type=2 2 2 2 2 2 2 2 2 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 6 8 5 12 13 -7 20 14 16 26 -5 -3 19 18 22 24 -15 -8 -4 -12 -2 -16 -10 -19 -6 -23 -17 -22 right_child=1 2 3 4 11 7 9 -9 17 -11 21 -13 -14 15 23 28 -18 25 -20 -21 29 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.042360050854118973 0.01661059755781211 0.036203767931695767 0.043517502834473164 0.044517854448327107 0.002416966924535505 -0.0067537129022919324 0.04666975020577982 -0.022785592734592595 0.033417592574173725 -0.026918105963647999 0.057660447506969317 0.060254274132616838 0.008709384141876322 0.020153059297140098 0.02635092772801334 0.044502981837779731 0.046773268759557333 -0.0090107301233188219 -0.014165466001522301 0.031934813266870227 -0.010158048887964077 0.046359349273871114 -0.034916723156735927 -0.0033342640463195263 0.0024222394074994748 0.022662867332316313 0.036097018789803308 0.0091605760702207391 -0.0042255035948355881 0.028443371186605101 leaf_weight=5939.773727118969 216.83346286416054 254.96798306703568 1145.9973424077034 394.86674913764 277.17449367046356 5945.6372419893742 2269.1454369425774 9166.296046808362 330.06726288795471 188.50905047357082 3321.2937133014202 400.99158635735512 1054.8595134615898 211.05076077580452 902.76475274562836 159.00596082210541 276.66265007853508 871.47874966263771 1264.1267070025206 1680.3772393763065 107.88447389006615 269.49721026420593 80.190192878246307 217.40799981355667 241.91878527402878 130.63744443655014 141.03035852313042 106.4659189581871 58.41818830370903 148.87415102124214 leaf_count=23564 590 705 3125 1108 823 18936 6104 30435 938 655 8963 1088 3160 607 2466 435 744 2621 4091 4561 314 732 247 603 711 376 405 306 174 413 internal_value=0.000385825 0.00836176 0.00172111 -0.00651026 -0.0110635 -0.013419 0.0249768 -0.0164784 0.0200724 0.0337675 0.0512164 0.036546 0.0184685 0.00123985 0.0360255 -0.00402588 0.0239549 0.00427769 -0.00925116 0.0404028 0.0377913 0.0554444 0.0026754 0.0205853 0.0203197 -0.00487487 0.0137927 0.0358439 0.0313916 0.0122068 internal_weight=37774.2 31834.4 27563.5 20357.7 17380.9 16561.7 7205.77 15111.9 2976.86 5258.2 4270.94 819.196 1449.73 1947.57 5069.7 1692.6 573.686 1574.1 1475.18 3949.52 1402.76 3697.26 297.024 1120.17 571.986 1002.12 418.205 375.963 217.424 256.759 internal_count=120000 96436 84854 64453 55955 53639 20401 49371 8498 14389 11582 2316 4268 6012 13734 5307 1581 4646 4698 10665 3852 10001 837 3069 1649 2997 1228 1038 609 727 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=31 num_cat=0 split_feature=512 517 498 500 516 516 496 393 509 424 504 516 340 501 462 504 452 501 500 503 272 516 503 511 512 504 395 503 516 437 split_gain=6543.38 7620.93 1591.25 1118.85 604.386 537.711 461.108 445.348 310.594 259.935 184.734 165.07 158.102 173.903 124.981 155.932 109.611 91.1229 85.884 72.1358 59.19 56.2078 50.22 43.7956 42.5721 73.4338 53.4752 41.1371 57.9389 36.6666 threshold=-0.22666725516319272 0.66716027259826671 0.3577237874269486 -0.19857682287693021 -0.46250809729099268 1.2674531340599062 -0.1041855365037918 -0.69150826334953297 -0.53441658616065968 -0.48691546916961664 -0.52550905942916859 1.9316938519477846 0.26318334043025976 0.61608353257179271 -0.42571690678596491 -0.64543122053146351 -0.025264774449169632 0.60629215836524974 1.1996878385543825 -0.12455070391297339 -0.67138683795928944 -0.43592211604118342 0.015380955766886474 1.2070468664169314 -0.49361324310302729 -0.61967068910598744 -0.54236143827438343 -0.046882649883627885 -0.11759758740663527 1.0351903438568117 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 5 6 16 7 -3 12 27 19 -11 17 18 -14 15 -1 -4 -10 -2 -9 -5 -8 -17 29 -16 -26 -27 -6 -29 -23 right_child=1 3 4 20 8 -7 21 9 11 10 -12 -13 13 -15 24 22 -18 -19 -20 -21 -22 23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.035429703903658315 -0.017636016279017629 -0.028165844697347203 -0.01707441367608091 -0.028567809374592475 -0.020097942649280914 -0.041070641203467484 -0.0069700144687172456 -0.025239068532293636 0.039395622557671275 -0.011553087302975116 0.037621749295665606 -0.043665710072250265 -0.00063912180606816901 0.039159120546779308 -0.042052834161583369 -0.022739313795890701 0.023246391514180099 0.048300997891211082 0.021398614251602589 0.010775880882319136 -0.037524443456703263 0.046357144421512689 0.02310370756384043 -0.027063333500825227 -0.039867860971593332 0.018944015762930495 -0.028575431034867108 0.032451116338487039 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30.7025 threshold=-1.067359924316406 0.92148381471633922 0.78046056628227245 1.1098226904869082 -0.52706485986709584 -0.14606703072786328 -0.69033080339431752 -0.71272113919258107 -0.16102939844131467 -0.65511822700500477 0.9704599678516389 0.70089891552925121 0.1597457826137543 0.70118227601051342 0.21624653786420825 0.3524001836776734 0.49673247337341314 0.44043914973735815 -1.2464250922203062 0.88212820887565624 0.66890892386436474 0.025809693150222305 -0.051640991121530526 0.23053730279207232 -0.58088737726211537 -0.32776874303817743 0.45792949199676519 -1.5247683525085447 0.063776098191738143 -0.076789978891611085 decision_type=2 2 2 2 2 2 2 2 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 2 12 4 6 7 14 21 -8 -9 22 -3 13 19 -4 -7 -13 -12 20 29 -14 -5 -6 -20 -17 -15 -21 -1 -29 -2 right_child=1 11 3 5 10 15 8 9 -10 -11 17 16 18 25 -16 24 -18 -19 23 26 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.058291030826058889 -0.036268541540467956 0.060549738089595073 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57.69364732503891 41.159114062786102 125.31811201572418 2787.2422766834497 13720.921482026577 52.473499119281769 64.157619148492813 33.049189031124115 25.634896069765091 31.146006166934967 145.46928690373898 leaf_count=23564 4930 4588 3574 295 190 1233 2868 850 2503 5428 452 371 3589 53 543 81 258 1035 72 196 131 414 9844 51845 151 179 106 85 84 488 internal_value=-0.000530615 -0.0189256 -0.024443 0.00138695 -0.014509 0.0356831 0.00325748 0.0456533 0.0211704 0.0518559 -0.0308679 0.0555551 -0.0390648 -0.027671 -0.0219287 -0.0208929 0.0148775 -0.00394202 -0.040375 -0.0315161 -0.0279492 -0.0187064 -0.0353485 -0.0413217 0.0263883 0.0490766 0.00980299 0.0580462 0.0206011 -0.0339707 internal_weight=36455.7 27743.6 25830.2 9336.58 6379.61 2956.97 3058.14 2514.04 1787.24 2293.14 3321.47 1913.33 16493.6 1701.71 1270.9 442.934 209.39 474.035 14791.9 1620.64 1047.72 220.898 2847.44 13744.2 78.1789 81.0715 90.7428 8712.18 56.7809 1529.9 internal_count=120000 96267 91050 29461 21009 8452 9488 6987 5371 6278 11521 5217 61589 5952 4117 1465 629 1487 55637 5720 3720 709 10034 51917 232 232 302 23733 169 5418 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=31 num_cat=0 split_feature=501 504 409 516 437 498 472 516 258 505 501 491 517 411 487 505 514 504 496 499 497 477 385 508 516 281 24 501 497 509 split_gain=4773.68 3261.82 1917.64 849.765 662.822 543.841 481.432 402.123 339.491 293.555 219.333 210.789 194.8 144.578 123.602 111.128 104.358 90.4205 78.2204 76.956 75.6909 80.9539 65.1331 62.1561 84.7329 58.3465 49.7622 49.0927 46.397 43.4395 threshold=-1.5247683525085447 -0.54039964079856861 -0.65911415219306935 -0.41803805530071253 0.66865673661232006 0.63860589265823375 -0.5888662040233611 0.64727765321731578 -0.56146505475044239 -0.12591225653886792 0.29830473661422735 -1.0404331088066099 0.50882604718208324 -0.44584259390830988 0.61407881975173961 -0.45073752105236048 0.20564823225140574 -0.61967068910598744 0.34055569767951971 0.41186757385730749 0.26823426783084875 0.56816050410270702 -0.065927054733037935 -0.39130395650863642 -0.40772047638893122 -0.30141243338584894 -0.25827285647392267 0.31736931204795843 1.40180379152298 1.3784618377685549 decision_type=2 2 2 2 2 2 2 2 2 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 5 9 6 7 14 11 -8 18 16 29 26 -13 -5 -7 25 -12 22 -17 21 -11 -4 24 -19 -2 -6 -14 -22 -3 right_child=1 2 3 4 12 15 8 -9 -10 20 17 13 27 -15 -16 19 -18 23 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.041709606942255985 0.014423204263111722 0.044868001475433759 0.02088818265623478 0.00018690703244779667 -0.0028567395660172995 0.030071557016015962 -0.0078300158325354825 -0.030112018069903636 -0.024424338349374044 0.0044955685203627504 0.055757231549202257 0.032222916890728009 0.0055732342865344375 0.013006260014245628 0.027243121631088149 0.059095388765223994 -0.024456976315455858 0.037771266732471803 0.0043858812936080158 -0.0094990658113090261 -0.013696707331595679 0.041889743062479529 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0.0215431 -0.0144611 0.028307 -0.0179884 0.0179745 0.0468636 0.0309798 0.0283295 0.024277 0.00828945 -0.00291374 0.0221146 0.051662 0.0352958 -0.00764606 0.00284993 0.0129945 0.0401458 0.0373588 0.0284487 0.0295728 0.00825374 0.053537 -0.00961531 0.0437612 internal_weight=37288.7 31601.5 26980.2 18762.2 15960.2 8218 14997.3 6437.74 12984.4 2802.01 4621.31 6156.22 962.935 4038.85 2012.9 1780.26 750.745 3870.56 1305.93 1557.1 1496.08 825.036 1128.65 862.036 599.475 647.238 536.215 426.72 671.04 2117.37 internal_count=120000 96436 83769 60260 52219 23509 49459 17835 43426 8041 12667 16818 2760 11113 6033 5674 2077 10590 3590 5050 4451 2384 3069 2377 1658 1758 1595 1165 2067 5705 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=31 num_cat=0 split_feature=512 517 498 500 516 516 499 496 501 513 496 505 512 501 505 429 501 505 395 507 404 506 499 272 491 494 506 464 505 298 split_gain=6012.12 6934.94 1433.87 1047.85 528.576 499.777 443.776 421.87 253.355 295.252 248.593 151.016 124.012 169.546 111.244 98.2532 94.0525 92.6398 91.81 83.1391 64.7194 62.2088 60.6948 58.2396 57.2497 52.985 48.6502 39.8064 38.9859 37.3592 threshold=-0.22666725516319272 0.66716027259826671 0.41214108467102056 -0.19857682287693021 -0.46250809729099268 1.2674531340599062 0.43873478472232824 -0.1041855365037918 0.54520142078399669 -0.33840088546276087 -0.4488017857074737 -0.32977564632892603 -0.56942498683929432 0.36725078523159033 -0.2392495051026344 -0.44995576143264765 0.60629215836524974 -0.56167277693748463 -0.67834436893463124 0.37060998380184179 0.22819674015045169 -0.39992989599704737 0.42719869315624243 -0.6659746766090392 -0.99954113364219654 -1.8655954003334043 -0.56679686903953541 -0.22386457026004788 -0.60661512613296498 -0.18962007015943524 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 5 7 15 6 14 -3 11 -10 19 -8 25 18 21 -4 17 -12 29 28 -18 -2 -9 -5 -16 -1 -24 -28 -6 -14 right_child=1 3 4 23 10 -7 8 22 9 -11 16 -13 13 -15 24 -17 20 -19 -20 -21 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802.6880189627409 73.926729053258896 241.26389116048813 2982.2199824750423 5459.0895774960518 281.53802596032619 184.34732091426849 2597.5350426733494 192.29959380626678 42.504009038209915 4515.3729098588228 1626.4140736162663 6743.4613664448261 499.64799317717552 254.80506670475006 420.22663414478302 55.207682520151138 leaf_count=105 570 1215 1647 10678 139 1922 2598 67 679 4459 545 6630 528 3154 215 688 7974 14600 1001 575 6989 541 130 16853 4427 27708 1339 689 1161 174 internal_value=0.000146891 0.0108513 0.0270472 -0.0263464 0.0372969 0.00960183 0.0129737 0.017373 0.00473197 0.0196624 0.0398594 -0.00396624 -0.0379406 -0.0238561 0.0323428 -0.00353002 0.0415977 0.0370465 -0.00127132 0.00975743 0.046208 0.00764453 0.0372804 -0.0332103 0.0377752 -0.0406659 0.0395803 0.0425138 0.0210351 0.0223367 internal_weight=36865.7 28777.9 20048.8 8729.06 12628.7 7420.15 6951 1184.36 4876.41 1795.28 11883 3081.13 8087.81 1311.7 2074.59 745.729 11234 5654.29 509.014 648.919 5579.76 374.25 819.642 7544.69 1700.34 6776.11 796.957 754.453 464.572 227.476 internal_count=120000 87330 56359 30971 34318 22041 20119 3440 14366 5138 31983 9228 32670 4857 5753 2335 30108 15145 1703 1875 14963 1111 2225 27531 4642 27813 2158 2028 1300 702 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=31 num_cat=0 split_feature=501 516 517 398 306 416 499 450 282 396 512 499 514 293 501 522 498 398 516 501 499 497 505 499 422 501 497 505 495 501 split_gain=14296 4205.23 3677.89 1877.14 1437.41 339.183 310.863 258.07 209.491 199.412 142.913 137.544 125.049 108.44 96.5715 187.738 75.8378 69.3945 63.5144 60.7874 55.2801 54.1613 46.875 44.0089 35.9125 44.3736 34.3418 30.8365 30.4869 28.9117 threshold=-1.067359924316406 0.92148381471633922 0.78046056628227245 -0.36116521060466761 -0.56099188327789296 -0.48471115529537195 0.44043914973735815 -0.85935133695602406 -0.50570121407508839 -0.19941104948520658 0.70089891552925121 0.29076987504959112 0.55881962180137645 -0.51367989182472218 0.1597457826137543 0.70118227601051342 0.49673247337341314 -1.2464250922203062 -0.041327696293592446 0.21636792272329333 0.44043914973735815 0.66890892386436474 -0.41879262030124659 0.23053730279207232 0.4269797950983048 0.1930985823273659 1.5956801772117617 -0.61834797263145436 -0.32776874303817743 -1.5247683525085447 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 14 4 6 20 11 -8 24 -7 -3 -4 19 -14 15 18 -12 21 26 -10 -6 27 -20 -19 -5 -26 -2 -16 -17 -1 right_child=1 10 3 8 5 9 7 -9 12 -11 16 -13 13 -15 17 28 -18 23 22 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.055904648204230661 -0.035321276438228168 0.05821988021234234 0.058886825118571906 -0.038070212221644917 -0.038110368736734013 0.053939139219747911 -0.023826752011526862 0.012958987219829791 0.0083406768878993131 -0.008224336243916823 0.036244941326188961 -0.043441192464482074 -0.01508384159879949 0.036327886489302214 -0.006036966775777905 -0.01279292025088292 -0.027138776648635416 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1264 124 3163 179 169 internal_value=-0.000633471 -0.0184265 -0.0238258 0.00126399 0.018623 0.0438807 -0.00589402 0.00242319 -0.0279667 0.0505301 0.0533979 -0.0376197 -0.00747791 0.0128976 -0.0383599 -0.026956 0.0142576 -0.0396884 -0.0307629 -0.0242126 -0.000721062 -0.0271311 0 -0.0406571 -0.0353881 -0.0220974 -0.0340217 -0.029495 0.0470163 0.0556683 internal_weight=35676.5 27109.3 25214 9248.45 5802.66 2858.22 2944.44 2332.81 3445.78 2487.48 1895.3 611.635 916.483 413.161 15965.6 1666.38 208.042 14299.2 1584.94 503.322 370.743 1024.64 151.932 13274.6 2529.3 425.18 1433.01 983.168 81.4399 8567.2 internal_count=120000 96267 91050 29461 17358 7993 9365 7289 12103 6871 5217 2076 2999 1254 61589 5952 629 55637 5720 1745 1122 3720 503 51917 9104 1445 5217 3589 232 23733 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=31 num_cat=0 split_feature=501 504 409 516 422 500 437 306 505 400 516 454 501 491 499 434 505 500 514 463 395 500 437 516 264 497 335 502 398 385 split_gain=4426.24 2942.85 1710.87 815.004 659.06 474.277 392.386 290.635 276.415 249.781 232.187 215.975 173.464 135.936 126.308 119.489 106.038 100.333 87.9674 76.1838 74.0554 56.0291 55.4839 66.8289 48.3448 45.1399 42.7361 38.5143 36.3275 31.6741 threshold=-1.5247683525085447 -0.5651644468307494 -0.70133307576179493 -0.41803805530071253 -0.31811060011386866 0.061110341921448715 1.2243368029594424 -0.56099188327789296 -0.12591225653886792 -0.59952181577682484 0.92148381471633922 -0.16934894770383832 0.26096384227275854 -1.0492202043533323 0.41186757385730749 -0.411156415939331 -0.45073752105236048 1.2033189535140993 1.0000000180025095e-35 -0.1513344198465347 1.0818989872932436 0.12302312627434732 -0.20359489321708676 -0.35613089799880976 -0.38860499858856196 -0.47716853022575373 0.23690252751111987 0.326792523264885 -0.76200714707374562 -0.13509070873260495 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 12 5 8 6 14 9 11 19 -5 13 -6 18 -7 -3 -9 27 -15 24 29 21 -10 23 -14 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732.19605123996735 4606.125426903367 134.92217414081097 857.99921196699142 816.05839625000954 2979.7516965568066 176.144710034132 4292.9922550469637 329.25053213536739 417.50563353300095 92.936536550521851 71.974281132221222 133.14412686228752 745.30970585346222 2758.9465110003948 41.3584323823452 303.56276014447212 1244.5385264009237 82.743810623884201 83.611579060554504 198.65129256248474 919.59420570731163 leaf_count=23564 471 247 706 2489 15602 4664 922 3951 2284 14847 527 2616 2234 8053 481 15041 962 1145 288 213 371 2129 7644 123 822 4084 239 238 555 2488 internal_value=0.000536634 0.00776206 0.00174518 -0.00578968 -0.0100855 0.0226514 0.00345075 -0.0172863 0.0179755 -0.000134244 0.0304112 -0.00922155 0.0467813 0.0321134 0.00140675 -0.0254538 -0.00144753 0.0262914 0.0211308 0.0338564 0.00372892 0.000505921 0.0508238 0.0396816 0.0298006 -0.00633557 0.0500592 0.0281395 0.00991242 0.0393711 internal_weight=36775 31338 27151.4 19958.1 16903 7193.31 5869.26 11033.8 3055.11 5450.05 5268.64 5552.24 4186.6 5133.72 1924.67 5481.53 1833.55 3397.26 570.233 1444.46 1610.65 1477.51 3616.36 857.417 477.296 1573.79 419.21 259.756 270.626 1173.83 internal_count=120000 96436 84854 64453 55707 20401 18497 37210 8746 17336 14389 18218 11582 13862 6012 18992 5765 9198 1581 3962 4784 4413 10001 2357 1293 5046 1161 719 768 3194 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=31 num_cat=0 split_feature=512 517 500 500 516 516 393 496 424 509 441 429 504 462 504 516 499 501 464 264 499 503 522 499 394 512 501 395 445 279 split_gain=5525.21 6325.77 1289.3 977.068 469.286 461.509 405.971 387.821 226.004 222 180.505 155.64 151.964 124.395 148.949 116.094 101.656 91.7806 78.7766 60.2391 55.2816 49.1236 45.4284 43.5774 42.473 42.3535 68.4221 41.6634 40.5268 37.9525 threshold=-0.22666725516319272 0.66716027259826671 0.061110341921448715 -0.19857682287693021 -0.45302243530750269 1.2674531340599062 -0.69150826334953297 -0.080124493688344942 -0.48691546916961664 -0.53441658616065968 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0.034304604304581883 -0.040811917835912634 -0.026049202081544306 -0.042557715715949726 -0.0016091787421633292 0.037750319303665111 0.03711133585556306 -0.028250945681571632 -0.018411944588807769 0.02167896152140858 0.040983766818869838 0.028421465063045249 -0.0020874312816851095 0.017531658494932836 -0.039454681040591036 -0.023503617832557527 -0.003344554882572617 -0.038116913858292238 leaf_weight=576.48622606694698 580.42128431797028 374.35618704557419 930.56083276867867 2301.1598852574825 37.649929910898209 453.77854636311531 351.28770762681961 21.950686007738113 202.52320398390293 3609.4165072739124 1292.0295758545399 370.67178836464882 2515.1496243178844 6173.627025604248 71.419950351119041 42.557312220335007 1046.2113809883595 246.96800225973129 7452.6736291646957 1329.5682500600815 33.469757318496704 218.22565449774265 746.69591784477234 163.27003836631775 425.15335294604301 101.68281261622906 466.16581988334656 157.31999786198139 259.87344056367874 3722.3485800474882 leaf_count=2388 1876 1258 2899 8387 115 1944 982 66 643 9753 3788 1034 6920 26552 251 161 3077 683 19996 4855 105 676 2011 458 1291 318 1910 575 739 14289 internal_value=0.000167079 0.0103511 0.0257396 -0.0256952 0.0355477 0.00929055 0.0124546 0.0166079 0.0225464 0.0383241 -0.00189052 0.00178096 0.0309492 -0.0372238 -0.0193485 0.0397353 0.00620112 0.00982586 0.0400527 -0.0324644 0.036221 0.00988811 0.0384272 0.00430424 -0.0151943 -0.039467 -0.028006 -0.00737359 0.00890438 -0.035522 internal_weight=36274.7 28509.7 19980.2 8529.55 12516.5 7463.66 7009.88 1176.47 4115.17 11565.4 2894.71 951.093 2717.67 7764.93 866.132 11104.6 1397.5 1539 11062.1 7353.08 802.116 289.646 780.166 460.793 1355.71 6898.8 725.169 259.003 423.143 5051.92 internal_count=120000 87330 56359 30971 34132 22227 20283 3440 11622 31222 8661 2910 7563 32670 3315 29910 4059 4471 29749 27531 2182 927 2116 1312 4190 29355 2803 893 1197 19144 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=31 num_cat=0 split_feature=499 516 510 499 497 398 512 395 398 272 516 400 430 499 522 409 499 433 514 398 472 498 504 398 514 422 388 437 499 516 split_gain=10785.6 6276.2 2184.62 781.758 1335.96 637.884 467.828 446.391 436.748 322.559 294.666 218.568 181.604 128.388 118.696 106.71 72.1489 70.2316 59.71 54.8116 43.6314 37.222 37.1782 32.722 31.4631 30.6513 29.2362 27.443 27.0123 22.3149 threshold=0.29076987504959112 0.59129914641380321 1.2331641316413882 0.44043914973735815 0.46516181528568273 -0.28440202772617335 0.70089891552925121 0.36222453415393835 -0.70431238412857045 -0.64720484614372242 -0.25960417091846461 -0.35585795342922205 -0.37812696397304529 0.44043914973735815 2.066439270973206 -0.71272113919258107 0.41021080315113073 -0.50954437255859364 0.91199100017547619 -0.76200714707374562 -0.59362876415252674 -0.70677468180656422 2.0678055286407475 0.2488958612084389 2.5012621879577641 0.75297251343727123 0.24553437530994418 2.6005837917327885 0.44043914973735815 2.1909917593002324 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 2 3 22 8 9 -3 11 10 25 -5 -6 19 16 -10 -9 -11 -15 26 -8 -1 -14 24 -20 -2 -4 -7 -22 -28 -21 right_child=1 6 5 4 7 18 12 15 14 13 -12 -13 21 17 -16 -17 -18 -19 23 29 27 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.014952542674945358 -0.041797937958908883 0.054645394373166151 -0.029793072019394226 -0.03347039138911747 -0.017131314459484331 -0.038641785001609384 0.049721189445003394 0.0014730931592649504 -0.036120518951433901 0.046692576912070523 -0.0034992634165414206 0.019516934418094344 0.019314315276149026 -0.010411891437423122 0.050238012422734415 0.049903041438401047 -0.023138208227579421 0.052468583933025226 0.031864521023007568 -0.0033887857016230479 0.054038858183881856 -0.036493655336512339 0.04485612774812716 -0.031568236265200465 0.058677859210968214 0.025644655199712763 -0.040381979632289899 -0.034036971520554751 0.011828560399903048 0.058758798977228133 leaf_weight=22.909481272101402 7842.8093061298132 3028.5025342106819 173.08522227406502 1296.9398313462734 1081.9538924396038 352.59042467176914 161.3933520168066 137.28379562497139 7850.8460260033607 58.700777426362038 2231.4892346858978 651.80439527332783 34.746610179543495 45.787454605102539 39.860803708434105 669.40714645385742 99.578194722533226 1317.090897500515 64.622962474822998 104.36521239578724 7180.9347029924393 206.25971084833145 12.293615400791166 29.486230403184891 7.6750703305006018 28.95077782869339 40.345592126250267 8.7229965180158597 63.645124807953835 16.64439383149147 leaf_count=79 31108 8463 580 4754 3764 1351 467 440 30659 162 7509 2133 107 137 114 1936 322 3629 190 342 20290 790 36 101 22 87 147 32 204 45 internal_value=-0.0007401 -0.0149451 -0.0240915 -0.0289514 -0.0218479 0.0225456 0.0471017 0.0109441 -0.0291437 0.037517 -0.0145178 -0.00335023 0.00344164 0.0454016 -0.035683 0.0416686 0.00274143 0.0503518 -0.0242914 0.0306528 0.0537111 -0.0284222 -0.0415618 0.0119243 -0.0416983 -0.0218156 -0.031768 0.0539308 -0.00839902 0.00515954 internal_weight=34860.7 27648.2 24096.2 21822.4 13959.6 2273.88 3551.91 2540.45 11419.1 1723.19 3528.43 1733.76 523.409 1521.16 7890.71 806.691 158.279 1362.88 550.69 282.403 7212.57 241.006 7862.78 94.1092 7850.48 202.036 456.581 7189.66 103.991 121.01 internal_count=120000 99599 89385 82475 51309 6910 10214 8273 43036 4917 12263 5897 1751 4250 30773 2376 484 3766 1993 854 20401 897 31166 291 31130 667 1702 20322 351 387 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=31 num_cat=0 split_feature=501 504 409 481 516 457 517 516 497 516 501 503 497 516 517 272 506 516 466 422 281 421 516 506 513 517 510 516 490 505 split_gain=4105.6 2662.28 1540.17 760.917 445.289 377.894 377.831 311.005 226.552 196.873 164.888 146.551 134.176 110.662 108.754 101.419 99.7949 94.5677 93.7855 92.6568 89.3973 76.2985 72.2011 57.3883 56.6851 55.0387 49.2704 47.96 40.2883 39.2933 threshold=-1.5247683525085447 -0.5651644468307494 -0.68967571854591359 -0.57888731360435475 0.20301254838705066 -0.74355429410934437 0.32069005072116857 -0.42007783055305475 0.12879808992147448 0.64727765321731578 0.26096384227275854 -0.083441302180290208 -0.48530679941177363 1.0682604312896731 0.5709761679172517 -0.24801350384950635 -0.37086878716945643 -0.416008710861206 -0.62999606132507313 -0.23711193352937696 -0.30141243338584894 -1.1942850947380064 -0.016497248783707615 -0.30397330224514002 -0.41079865396022791 0.53916627168655407 0.72905850410461437 1.0682604312896731 -0.43622840940952295 -0.43386359512805933 decision_type=2 2 2 2 2 2 2 2 2 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 6 8 5 15 11 -7 14 18 20 23 27 19 17 -5 29 -4 -8 -6 26 -14 -20 -3 -12 -18 -2 -13 -26 -10 right_child=1 2 3 4 13 7 9 -9 16 -11 24 12 21 -15 -16 -17 25 -19 22 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.040554133203765025 0.012906571659200472 0.042692275273336244 0.034224042356849255 0.02129634781642821 -0.0026213076373354316 0.0099985101345152743 0.040811721866275269 -0.013578931631574618 0.045161000039420363 -0.028920547135608966 0.051188417231976424 0.023217742083960508 0.024753559861285239 -0.041201734085709658 0.044372958596071023 -0.00092963242801012052 -0.020154175233694629 0.0098244553447863776 0.032322343811310821 -0.027990410574432103 0.040477830294162832 -0.0052874459210454083 0.0088824003808734581 0.011638482549365045 0.041280998423975646 0.010932313342737691 -0.033567777354656679 -0.03434593796709625 0.0069266751523288693 0.0085643511134769115 leaf_weight=5190.7956654131413 218.04739814996719 407.23803475499153 628.33362635970116 1331.2607756257057 507.56944218277931 1640.565096706152 2187.9855341911316 9474.8378761559725 105.8256773352623 127.54143178462982 3136.0868089795113 892.10184073448181 238.0460489988327 1046.1496487259865 549.74159516394138 834.5703436434269 581.34149596095085 1081.5416019558907 984.8993136882782 1241.179568067193 272.32162019610405 1877.5699263066053 494.08635425567627 235.3428803384304 305.8475626707077 188.2612940967083 77.109373301267624 37.55987061560154 118.93480658531189 240.24726518988609 leaf_count=23564 590 1101 1720 3933 1623 4784 5927 32023 288 476 8827 2466 675 4205 1513 2536 1999 3240 2680 4349 744 5850 1351 657 834 565 247 150 340 743 internal_value=0.000606242 0.00748482 0.00175369 -0.00566177 -0.0101933 -0.00637535 0.0210317 -0.0100985 0.0159196 0.0321087 0.0448732 0.00963235 0.00505137 -0.0283335 0.0250218 0.0127299 -0.00251137 0.0187951 0.0342335 -0.0206305 0.0198225 -0.0019039 0.0244962 0.0313303 0.0488633 -0.0125428 0.000741009 0.0208833 0.0316778 0.0197795 internal_weight=36252.9 31062.1 26933.8 19451.4 16076.1 13281.2 7482.37 11115.4 3375.29 3794.51 4128.35 3687.86 3045.28 2794.9 2259.62 2165.83 1115.68 1709.88 3666.97 1748.75 567.478 2115.62 1478.99 642.581 3560.87 769.603 295.157 929.662 424.782 346.073 internal_count=120000 96436 84854 63521 53453 43276 21333 36807 10068 10434 11582 10899 9141 10177 6473 6469 3595 4960 9958 5972 1581 6525 4031 1758 10001 2564 837 2616 1174 1031 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=31 num_cat=0 split_feature=504 517 501 500 516 503 497 516 497 498 507 385 335 498 500 507 501 347 452 500 516 256 499 259 501 522 503 499 384 481 split_gain=4749.49 6318.17 1158.06 1077.12 635.475 642.428 356.507 331.349 212.15 207.379 183.072 137.245 118.635 106.951 95.3514 91.7838 89.4758 83.342 66.5691 64.3478 62.4131 60.2084 53.4783 47.3724 45.4057 44.9232 41.7492 39.6672 39.2963 38.3475 threshold=-0.61967068910598744 0.5709761679172517 0.46986563503742224 -0.23124419152736661 0.21624653786420825 -0.023891118355095383 0.035928979516029365 -0.41803805530071253 -0.48530679941177363 0.41214108467102056 -0.10285125672817229 1.925821900367737 0.30434557795524603 0.019070461392402652 0.42698688805103308 0.41584284603595739 0.1680584400892258 -0.47024257481098169 0.2945477962493897 1.2714015245437624 0.71164464950561535 0.84472921490669262 0.41186757385730749 -0.77091005444526661 0.70621806383132946 -0.24330901354551313 -0.22395393997430799 0.42719869315624243 0.24393649399280551 -0.57780811190605152 decision_type=2 2 2 2 2 2 2 2 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 4 6 5 26 -3 11 15 10 -7 14 13 -10 -4 18 -8 21 -9 -1 -6 -5 -11 -19 -14 -18 -2 -27 -23 -16 right_child=1 3 7 17 20 9 16 8 12 22 -12 -13 24 -15 29 -17 25 23 -20 -21 -22 28 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.039421944703952161 -0.021966792584365579 -0.024054122872982916 0.028153908530772716 -0.026835208811171157 -0.010657468821435158 0.022044944650727018 -0.034798793393962489 0.032708534253639385 0.021981840507424216 -0.043118189703238115 -0.0059004084787360701 -0.022119297703707262 0.040458252416927465 0.03859616990351198 -0.019227422586503562 -0.021584398246905275 -0.023913826691609387 -0.026484348315782742 -0.0042894822142127221 -0.00041962270424677025 -0.038296014328333274 -0.015050968410378047 0.032719444419512057 -0.038569218177825465 0.052908017917745714 -0.035486691694224547 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0.0113526 0.0338422 -0.0319606 0.0209698 -0.0387671 -0.0291493 -0.0256024 0.0321026 -0.0360349 0.0476615 0.037373 -0.014237 0.0394584 0.0131575 -0.00322256 internal_weight=35682.4 29268 19913.9 9354.11 7915.6 6991.5 1295.68 11998.3 10588.9 5508.06 2628.8 1409.37 9864.78 6843.22 1161.88 724.156 922.277 8058.43 560.642 6414.38 924.099 3147.89 2879.26 4910.53 3021.57 877.269 1483.45 848.514 96.8785 343.438 internal_count=120000 91764 56678 35086 23612 20042 3835 33066 29006 15352 7555 4060 26878 18620 3273 2128 2558 31251 1577 28236 3570 11701 7797 19550 8258 2392 4690 2299 321 1016 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=31 num_cat=0 split_feature=499 516 517 319 463 398 272 512 499 499 437 430 413 499 450 522 398 499 398 516 398 505 472 498 516 497 499 497 517 513 split_gain=9869.5 5782.83 3020.23 1432.31 719.978 624.651 440.334 429.566 373.398 318.459 178.275 170.719 170.264 126.455 121.273 103.904 63.8745 72.1369 60.3869 57.7951 47.928 42.8608 40.073 37.8381 36.4329 34.0615 65.414 27.2951 25.1444 25.9163 threshold=0.29076987504959112 0.59129914641380321 0.72570687532424938 -0.31154425442218775 -0.16102939844131467 -0.54342192411422718 -0.58066788315772999 0.68778893351554882 0.44043914973735815 0.44043914973735815 0.7176131308078767 -0.37812696397304529 -0.48480474948883051 0.41324219107627874 -0.70187997817993153 1.9766100049018862 -0.03561576455831527 0.44043914973735815 -1.3288057446479795 -0.28973394632339472 -0.71376416087150563 -0.49556486308574671 -0.59362876415252674 0.11950908601284028 0.059172444045543678 1.5956801772117617 0.44043914973735815 0.79542347788810741 0.69505238533020031 1.2668434977531435 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 2 15 5 12 6 14 -3 13 -8 -10 20 19 -6 -4 18 17 -7 21 -5 -9 24 -1 28 -2 -20 -27 -23 29 -13 right_child=1 7 3 4 8 16 9 11 10 -11 -12 23 -14 -15 -16 -17 -18 -19 25 -21 -22 27 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.014402029664557123 -0.013065512710431763 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13395.510382980108 252.86884114146233 115.16373962163925 710.78339959681034 7022.6102330982685 172.36587373912334 25.142666310071945 121.52603366971016 68.897226765751839 15.862653642892836 21.414317071437836 11.28299358487129 leaf_count=79 639 8432 2758 267 286 1142 702 500 5184 3692 273 118 1785 683 2172 132 6671 2987 55650 759 370 2738 20322 701 82 494 239 50 61 32 internal_value=-0.000853768 -0.0146088 -0.0235245 -0.000662858 0.0273301 -0.014959 0.00120715 0.0454629 0.0420775 0.0204827 0.0501684 0.00389304 -0.0130161 -0.00999251 -0.0179931 -0.0375762 -0.0312663 -0.0222937 -0.0378064 0.0144213 0.0298204 -0.0254457 0.0518459 -0.0272869 -0.00500548 -0.0386502 -0.0175913 -0.0311039 0.00448584 -0.0163747 internal_weight=34038.3 26993.1 23504.7 8947.62 3024.66 5922.96 2974.24 3488.38 2215.11 1484.34 1917.29 527.727 809.553 297.816 1489.91 14557.1 2948.71 1188.01 14514 332.725 288.223 928.088 7045.21 239.504 201.442 13585.9 190.423 726.646 67.1381 45.7238 internal_count=120000 99599 89385 29361 9237 20124 9324 10214 6426 4394 5457 1782 2811 969 4930 60024 10800 4129 59892 1026 870 3509 20401 912 721 56383 733 2788 211 150 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=31 num_cat=0 split_feature=501 516 412 437 435 428 498 498 516 306 466 281 498 434 516 430 496 500 511 499 284 517 404 481 502 295 402 265 498 371 split_gain=3810.92 2106.49 1446.07 785.473 762.128 434.037 294.636 279.142 252.942 240.501 236.34 210.914 165.081 154.3 139.543 133.696 104.952 97.5003 93.7277 92.8794 86.8123 80.9904 80.1129 62.0395 59.9564 59.2071 58.1258 58.0294 50.3225 38.9172 threshold=-1.5247683525085447 -0.42222386598587031 -0.70274966955184925 0.7176131308078767 -0.78326719999313343 0.41548059880733496 0.29736740887165075 0.57006525993347179 0.92148381471633922 -0.56099188327789296 -0.28685809671878809 -0.25955450534820551 0.045434843748807914 -0.4784517884254455 0.24605235457420352 -0.52987310290336598 -0.4449209570884704 0.061110341921448715 1.3795545101165774 0.41186757385730749 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0.034746882598533757 0.039877009639080349 -0.0075468366009600885 -0.00073865782386249969 0.0076978858529367635 0.003002967292667913 0.033848711620061658 0.0028000388510714164 0.028786052274835119 leaf_weight=4948.7537363171577 361.39521053433418 3078.9684577137232 2479.8814315497875 622.49967943131924 2309.3102983981371 131.87000212073326 59.035755023360252 211.43188810348511 133.05912090837955 1336.9567831456661 195.34130924940109 612.12030081450939 3882.3989016115665 4648.7328197062016 348.18589971959591 303.53277641534805 684.979203119874 2744.7841961085796 105.06325750052929 2156.4859333187342 681.6277117729187 93.233761638402939 757.55753788352013 661.22771108150482 102.96707263588905 74.018432781100273 345.76920875906944 1214.5574050545692 180.57521370053291 254.33745166659355 leaf_count=23564 1009 8431 6910 1808 7042 391 162 606 544 4469 543 1695 13647 16915 1090 838 2358 7820 341 7278 2021 271 2116 1964 317 216 1009 3380 536 709 internal_value=0.000683172 0.00723266 9.50959e-05 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124.672 123.693 133.145 113.086 112.74 112.51 99.2419 81.6443 77.1482 58.0861 57.4066 57.3606 57.2973 47.8271 44.7717 42.9619 63.3699 42.8682 42.744 40.3818 threshold=-0.22666725516319272 0.72570687532424938 0.12302312627434732 -0.19857682287693021 0.43873478472232824 -0.46250809729099268 -0.080124493688344942 0.30367302894592291 -0.524960696697235 -0.73339691758155812 1.692680895328522 -0.42227558791637415 -0.64543122053146351 0.11856707930564882 1.4701720476150515 1.9316938519477846 0.12649103999137881 -0.15454650670289991 -0.72776675224304188 0.92148381471633922 -0.47671842575073237 -0.49009247124195093 -0.38050056993961329 0.82116401195526134 0.94000920653343212 -0.49361324310302729 -0.63742512464523304 -0.60000410676002491 -0.088462304323911653 -0.99954113364219654 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 5 6 10 17 -3 13 -7 23 16 12 -1 19 -11 18 20 -2 -10 -6 -4 -5 -15 -9 -8 -13 -27 -28 -14 -18 right_child=1 3 4 21 7 8 24 9 15 14 -12 25 28 22 -16 -17 29 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.032441025396436694 -0.016235485714668284 -0.025361422341129248 -0.014122249686634817 -0.024573553215115784 -0.012804682307779841 0.0033354029243538585 0.035959191198066294 -0.0091857808088428392 0.042249658854933383 0.026976046513235111 -0.040279659827823472 -0.039721576946923541 -0.024579258722425654 -0.012608973471802272 -0.039387285760558111 -0.041221384875803874 -0.0038408823332084607 0.017753777357975998 0.033399057624589223 -0.038943445634241958 0.021814630041745147 -0.034424721908016771 0.012934754505963817 0.014834263509020132 -0.013973651791846956 -0.037953171733945662 0.016588696115418283 -0.025127875357063369 0.02054572967773359 0.035988685700682414 leaf_weight=532.98071570694447 462.81716586649418 351.29139699041843 178.85115441679955 2166.6377714276314 1776.5701842606068 518.54895447194576 680.96314230561256 652.32540030777454 3635.3474565148354 1195.35578379035 68.282837212085724 5635.1541416496038 68.818281218409538 325.18147425353527 67.471637189388275 46.9323410987854 66.168322116136551 285.55923749506474 7689.9928492307663 241.67046907544136 292.70223344862461 4688.5398643910885 674.5701707303524 303.5487247556448 47.859008193016052 432.18662469089031 112.35227133333683 135.87020735442638 219.13977117836475 1517.4715512245893 leaf_count=2388 1572 1219 570 8224 5430 1480 1860 2050 10006 3346 317 26552 251 1018 317 194 199 818 20850 1116 821 18799 1968 900 141 1947 341 515 676 4115 internal_value=0.000220903 0.00945219 0.0231906 -0.0251722 0.00760914 0.0322637 0.0137922 0.000103829 0.0344998 0.0126616 0.0261147 -0.0359124 -0.0176401 -0.00912657 0.0234235 0.0359203 0.0283249 -0.00325883 0.0362408 -0.0159389 0.00817376 -0.0313123 0.00462091 -0.00155196 0.032672 -0.0382864 -0.0263889 -0.0062266 0.00973929 0.0343212 internal_weight=35071.2 27934.7 19999.4 7935.29 7360.17 12639.2 1080.11 5236.69 11890.8 2218.7 2123.48 7136.5 820.939 3017.99 1262.83 11372.3 2055.19 748.376 11325.3 2018.24 471.553 6855.18 999.752 955.874 728.822 6315.56 680.409 248.222 287.958 1583.64 internal_count=120000 87330 57087 30243 22167 34920 3220 16145 32530 6613 6022 32670 3315 9532 3663 31050 5705 2390 30856 6546 1391 27023 2986 2950 2001 29355 2803 856 927 4314 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=31 num_cat=0 split_feature=501 517 514 516 283 284 516 439 450 501 265 516 328 413 501 516 284 512 510 516 156 501 501 450 496 413 516 505 284 497 split_gain=10936.8 3360.25 1982.02 1721.77 909.53 455.126 404.755 338.271 356.459 228.384 219.787 207.849 177.725 88.2859 87.1304 172.467 77.2742 76.2239 67.2256 64.4959 57.7207 53.4745 48.0987 59.4704 40.2685 36.36 36.9314 50.8433 35.0602 34.5481 threshold=-1.067359924316406 0.35144518315792089 0.55881962180137645 1.0682604312896731 -0.64334866404533375 -0.7249290645122527 0.46742923557758337 -0.38332554697990412 -0.69595402479171742 0.43145342171192175 1.3677995204925539 0.31606994569301611 -0.5754491090774535 -0.68505817651748646 0.15016409754753116 -0.036332577466964715 -0.68607446551322926 0.70089891552925121 -0.86639800667762745 0.50382655858993541 -0.0026358501054346557 0.5353701412677766 0.075124174356460585 -0.47984914481639857 -0.4162029474973678 -0.8909623622894286 0.23158142715692523 -0.31584934890270228 -0.67603594064712513 1.2757804989814761 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 6 14 11 19 7 8 28 -10 12 13 -7 16 15 29 -4 -5 -17 20 -6 -8 23 -9 -19 26 -16 -28 -3 -2 right_child=1 2 4 17 5 10 21 22 9 -11 -12 -13 -14 -15 25 18 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.050110113269695028 -0.034030780529045609 -0.035986044110870564 -0.028539487989347714 0.052554127727035486 -0.026103557357257876 0.019237860972551216 0.048861358546331536 -0.028749414516462457 0.025672864718388946 -0.011783843008870585 -0.025101813380213618 0.034401331224109856 0.049306190784219897 -0.029358185022128409 -0.034506060745169674 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6085 204 1221 131 394 131 281 214 8813 101 157 44385 118 540 2347 134 internal_value=-0.000969078 -0.017101 0.00315193 -0.0335489 0.0241244 0.0362043 -0.0177533 -0.0209559 -0.0100446 0.00588895 0.0421021 -0.00923669 0.044325 -0.0171766 -0.0374557 -0.0257903 -0.00288841 0.0456203 0.0190897 -0.0103629 -0.01647 0.0380709 -0.0354395 -0.00182146 0.00355924 -0.0388664 -0.0319375 -0.00996923 -0.0283598 -0.0324997 internal_weight=33181.7 25217.6 11301.5 13916.2 5641.75 4142.07 5659.7 5352.76 3053.16 1632.63 3676.55 1499.68 3558.94 1268.97 13261.8 1431.37 584.231 654.326 186.033 465.52 420.418 306.939 2299.61 102.002 92.7243 11830.5 1640.7 172.007 1420.53 1245.34 internal_count=120000 96267 37741 58526 17314 12304 20427 19513 10359 5306 10684 5010 10281 4309 56636 5508 1893 1890 598 1620 1489 914 9154 341 288 51128 6743 658 5053 4910 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=31 num_cat=0 split_feature=501 504 409 481 516 498 516 457 516 498 491 501 411 506 516 520 316 281 503 395 451 437 516 385 335 510 509 497 502 295 split_gain=3539.94 2207.94 1273.67 658.76 356.903 350.22 287.424 271.615 265.53 208.533 168.459 153.442 130.796 127.383 105.69 96.1002 90.9043 80.5206 78.0875 77.9146 64.615 53.7403 53.5314 51.4103 44.6452 42.7152 39.5843 38.1243 37.025 30.2786 threshold=-1.5247683525085447 -0.5651644468307494 -0.65502363443374623 -0.57888731360435475 0.16598577797412875 0.63860589265823375 0.92148381471633922 -0.69967862963676442 -0.42007783055305475 0.23493663221597674 -1.0492202043533323 0.26096384227275854 -0.44584259390830988 -0.3874062299728393 1.0682604312896731 -0.04303059168159961 0.36728197336196905 -0.30141243338584894 -0.060411499813199036 -0.2030178681015968 -0.073957134038209901 -0.089917950332164751 -0.35613089799880976 0.04531169310212136 -0.038007089868187897 0.72905850410461437 1.3784618377685549 0.077861309051513686 0.326792523264885 -0.21755064278841016 decision_type=2 2 2 2 2 2 2 2 2 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 5 9 7 6 10 15 -9 16 26 17 -12 23 19 -5 20 25 28 -6 -4 22 -13 -11 -18 -2 -3 -15 -7 -19 right_child=1 2 3 4 14 18 -8 8 -10 13 12 21 -14 27 -16 -17 24 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.039566431333741763 0.010556982341976558 0.038083416063048568 0.019553091527256324 0.0020692846638101516 -0.00089782985546058957 0.035119762103765211 -0.034686964298106755 0.0090770755961313201 -0.013297743772635193 0.0031605978679681008 0.026977834266457081 0.038041470884254816 0.0091955505029403771 0.0035966504626201764 -0.040176582386249049 0.024410208563738472 0.021430609581371794 0.049466899855187929 -0.0062977535914033912 -0.025048762370261997 0.043291001331282455 0.049471282302267293 -0.018170245884986429 0.033624664126616466 -0.0057536683491708276 -0.033050992404487542 -0.007618761370155107 -0.018875182811315002 -0.0038910178967474988 0.013918544551326543 leaf_weight=4712.953554302454 217.8209525346756 2010.1988249719143 473.90368160605431 1370.1720471084118 436.30526746809483 188.68992733955383 206.32825255393982 1571.477201089263 8477.3102186769247 266.0465095937252 2487.368745431304 885.51346111297607 1771.9310059845448 277.98029570281506 913.12401576340199 742.4225722849369 374.20903462171555 175.14142179489136 1485.9434915930033 1429.718372002244 730.46578402817249 2498.1199742853642 44.301604390144348 289.69087351858616 252.74911394715309 75.542692944407463 48.305861726403236 585.40739996731281 89.381866693496704 91.848080456256866 leaf_count=23564 590 5490 1332 4219 1409 526 886 4592 29542 843 6755 2512 4967 865 3942 2157 1053 492 5004 5175 2017 7356 133 826 733 247 148 2105 268 252 internal_value=0.000759296 0.00699749 0.00177342 -0.00562835 -0.0100666 0.0180194 0.0233639 -0.00637171 -0.00979811 0.0147701 0.025261 0.0416791 0.0195817 0.000379715 -0.0262327 0.00992364 0.025918 0.0174037 -0.00174402 -0.0194049 0.033957 0.0456452 0.0353562 0.0190529 0.0104645 -0.0006627 0.0370082 -0.0116347 0.0225655 0.0372663 internal_weight=35180.4 30467.4 26479.1 18191 14940.5 8288.15 6524.13 12161.4 10048.8 3250.45 6317.8 3988.29 4259.3 1419.13 2779.15 2112.59 1831.33 560.353 1764.02 1866.02 1204.37 3427.94 929.815 555.737 626.958 293.364 2058.5 863.388 278.072 266.99 internal_count=120000 96436 84854 60810 51036 24044 18246 40510 34134 9774 17360 11582 11722 4639 10526 6376 5135 1581 5798 6584 3349 10001 2645 1669 1786 837 5638 2970 794 744 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=31 num_cat=0 split_feature=512 517 498 498 499 516 496 501 496 513 444 429 335 462 504 516 522 501 505 505 464 505 264 506 507 464 509 512 501 505 split_gain=4308.76 4856.04 1016.67 709.037 370.449 364.256 295.054 242.549 211.432 210.914 156.704 134.388 129.773 122.849 125.716 113.919 88.3411 86.9546 81.6745 73.1031 60.6772 59.0019 56.399 56.3962 54.4728 44.3552 47.134 43.0911 63.6397 39.2602 threshold=-0.22666725516319272 0.72570687532424938 0.3577237874269486 0.61953139305114757 0.43803511559963232 -0.45302243530750269 -0.080124493688344942 0.54520142078399669 -0.46044421195983881 -0.35107514262199396 0.17736893892288211 -0.44995576143264765 0.58371326327323925 -0.42227558791637415 -0.64543122053146351 1.692680895328522 0.39431029558181768 0.38224689662456518 -0.11464622244238852 -0.37443856894969935 -0.52692392468452443 -0.14797938615083692 -0.49009247124195093 -0.47671842575073237 0.2724930495023728 -0.68306681513786305 0.64485850930213939 -0.49361324310302729 0.45363384485244757 -0.018472646363079544 decision_type=2 2 2 2 2 2 2 2 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 2 4 22 15 11 -5 10 24 -9 16 -4 -11 14 -1 18 -6 19 23 -10 -19 -12 -3 -2 -7 -8 -27 -15 -29 -16 right_child=1 3 5 6 7 8 25 9 17 12 21 -13 -14 27 29 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.031714583743037893 -0.013014791485762872 -0.023867747274874646 -0.013519111489990515 -0.024659423116634119 -0.0097140261163518576 0.015172518029898985 0.046151487594169122 -0.034356818358298152 -0.011691481823764774 0.011559944808263792 -0.010615588268342212 0.024435500181409633 0.042407706073260804 -0.039228984514899978 -0.01439245138394319 -0.039783384074483945 -0.033352044695909348 0.040990361227772491 0.033337457044304152 0.027240024294565769 0.032908149277155289 0.016712546234201365 -0.033751497880646547 0.022488387241595468 -0.016320762425145133 0.02849070367810352 -0.015706091606981349 -0.0064998379836688491 -0.038249459325512797 0.023789898022593185 leaf_weight=513.53249502182007 174.81387175619602 2122.5301762074232 593.39657013118267 347.96506351232529 1909.6207707822323 415.37883150577545 298.14461013674736 194.81096687912941 130.85137540102005 1158.4653189629316 273.63352061808109 384.07604423165321 483.53131285309792 5373.5302348732948 107.06764449179173 64.83986808359623 498.79229506850243 4318.1310822665691 1480.0267618596554 1503.2689303010702 5059.8962729871273 707.75441591441631 4550.1834045797586 309.63301232457161 204.87392793595791 354.54579028487206 72.465367645025253 262.05518947541714 398.5353108048439 180.54949986934662 leaf_count=2388 562 8219 1972 1228 5880 1164 820 683 361 3318 880 1068 1332 26552 378 316 2040 12016 4032 4079 13804 2050 18795 864 666 968 213 953 1850 549 internal_value=0.000239207 0.00903775 0.0221311 -0.024542 0.00721873 0.0307113 0.013176 0.000177966 0.0331747 0.0148108 -0.00774977 0.00139017 0.020649 -0.0353021 -0.0168916 0.0253492 -0.0146128 0.0347746 0.0275035 0.024119 0.0366306 0.00908743 -0.0306087 0.00966662 0.00476105 0.031339 0.0209767 -0.0377453 -0.0256649 0.00955879 internal_weight=34446.9 27611.6 19865.8 7745.83 7255.92 12609.9 1073.12 5226.61 11632.4 1836.81 3389.8 977.473 1642 6835.27 801.15 2029.31 2408.41 11012.1 1964.47 1634.12 9378.03 981.388 6672.71 484.447 620.253 725.156 427.011 6034.12 660.591 287.617 internal_count=120000 87330 57087 30243 21957 35130 3229 16183 32090 5333 10850 3040 4650 32670 3315 5774 7920 30260 5458 4440 25820 2930 27014 1426 1830 2001 1181 29355 2803 927 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=31 num_cat=0 split_feature=501 517 514 516 272 347 516 516 438 265 428 433 272 413 490 450 501 516 516 438 438 510 501 501 515 466 498 395 413 516 split_gain=10034.9 3175.26 1820.02 1628.6 866.923 547.276 386.591 289.63 288.255 190.725 178.741 202.201 170.703 127.453 126.682 115.079 90.9861 173.99 78.6247 68.461 56.8251 55.727 50.2386 43.2956 72.6707 41.4656 40.5849 39.5716 36.808 36.0834 threshold=-1.5247683525085447 0.35144518315792089 0.55881962180137645 1.0682604312896731 -0.68375781178474415 -0.53607553243637074 0.46742923557758337 0.59129914641380321 0.47744108736515051 1.3677995204925539 -0.34525679051876063 -0.42176315188407892 -0.66863620281219471 -0.81624960899353016 0.49067457020282751 -0.69595402479171742 0.15016409754753116 0.13353777676820758 0.71164464950561535 0.6500551998615266 1.6328764557838442 -0.93281498551368702 0.5353701412677766 0.57067057490348827 3.4951291084289555 -0.66423338651657093 0.7550121843814851 1.1066999435424807 -0.8909623622894286 0.23158142715692523 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 6 16 7 13 8 19 10 14 11 -3 20 25 -7 -14 17 27 -15 -4 -10 -19 -8 -5 -25 -6 -21 -2 29 -18 right_child=1 2 4 23 5 9 22 -9 12 -11 -12 -13 15 18 -16 -17 28 21 -20 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.048868199389900203 -0.032189525203639602 -0.028129176848183654 -0.029537723286609224 0.049464258115690635 -0.016653895579534169 0.047688053984972403 0.047217710836433363 0.045809460365838404 -0.024852411391829653 -0.02338702866022932 -0.03787444863626363 0.010451185855324013 -0.013282439269090732 -0.019775630792601164 0.005691357075409546 0.030110631289953251 -0.03387633333216139 -0.022665851796052072 0.048185803727835722 0.003371386960195611 0.0014743287552761069 0.051276710073757906 -0.0022630319202824895 -0.040583081732666615 0.051476507129435481 0.03988301362326116 -0.035905247118930464 0.012000882202001439 -0.039490774266779195 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threshold=0.26323355734348303 -0.42007783055305475 -0.63428059220314015 0.62337949872016918 0.43923738598823553 0.41548059880733496 -0.42304900288581843 0.63860589265823375 0.64727765321731578 -0.25955450534820551 0.032637856900691993 -0.59468930959701527 1.3784618377685549 -0.48495961725711817 -0.40754047036170954 0.061110341921448715 0.41186757385730749 0.34526985883712774 0.29627554118633276 -0.40833278000354761 -0.49591298401355738 -0.23174499720335004 0.47484646737575537 -0.46775411069393152 -0.36832457780838007 0.55577537417411815 0.91083210706710827 -0.38834874331951136 0.93762320280075084 -0.46975818276405329 decision_type=2 2 2 2 2 2 2 2 2 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 7 4 6 13 12 8 10 -5 14 -8 -4 24 -3 19 -9 -11 23 25 -12 -20 -23 -15 -2 -7 29 -6 -28 -18 right_child=1 2 3 9 27 15 11 16 -10 17 20 -13 -14 18 -16 -17 26 -19 21 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.038476837524997219 0.035793337144824279 0.023668522633217212 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112.75641217827797 856.75798918306828 215.35152852535248 111.83735798299313 503.39331787824631 417.34432011842728 554.37134745717049 142.5347511023283 1867.5229854136705 40.906412437558174 1166.6862939149141 leaf_count=20238 2466 4743 11599 1571 1112 976 1592 173 1247 1667 6332 28087 1239 1449 3420 7865 560 321 2081 355 2342 631 319 1466 1203 1553 405 8701 133 4154 internal_value=0.000831183 0.00588141 -0.000802975 -0.00973471 -0.0129095 0.0285194 -0.00917043 0.0167823 0.0221003 0.0283602 0.024583 -0.0153189 0.00341685 0.0162359 0.0158478 0.0397946 -0.00436903 0.0451649 0.0083555 0.0268053 0.0326532 -0.000664905 0.0171558 0.0174437 0.0288013 0.0314321 -0.00670838 -0.0341503 0.0179928 -0.010055 internal_weight=34626.7 30684.6 23689.6 15710.4 14502 6995.03 12331.7 7979.15 6376.24 1208.38 6079.55 8285.07 4046.58 3348.17 2919.94 3646.86 1602.91 690.317 2058.03 995.774 3159.61 1032.64 327.189 1025.39 1290.14 883.017 1539.33 2170.38 183.441 1355.89 internal_count=120000 99762 79398 55889 52330 20364 42517 23509 18084 3559 16837 29679 12838 9615 8163 10749 5425 1988 5946 2884 8674 3031 950 2915 3669 2529 5252 9813 538 4714 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=31 num_cat=0 split_feature=512 500 520 503 499 46 496 409 503 340 501 512 501 506 394 333 153 507 522 499 404 431 501 499 395 497 499 293 437 494 split_gain=3964.13 3801.92 906.64 402.723 275.219 247.8 243.844 221.824 186.572 153.296 125.366 122.645 141.888 100.063 91.8854 92.0867 86.0234 81.8035 81.5859 80.8593 79.9022 75.3108 74.999 74.9718 70.6605 68.6202 67.2792 66.8857 55.1475 49.8646 threshold=-0.22666725516319272 0.061110341921448715 -0.34425035119056696 -0.11947610229253768 0.43797643482685095 -0.098837114870548234 -0.43560701608657831 -0.20180750638246533 -0.065289795398712144 0.29372598230838781 0.61608353257179271 -0.56942498683929432 0.36725078523159033 -0.44098818302154535 0.22838640213012698 0.98729977011680614 -0.23588562011718747 -0.6389612853527068 0.45026031136512762 0.43954509496688848 0.88425904512405407 0.52575245499610912 0.60021314024925243 0.41186757385730749 -0.67834436893463124 0.17973486334085467 0.29076987504959112 -0.51367989182472218 0.47852219641208654 -1.8655954003334043 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 3 5 13 7 8 18 -4 -3 19 17 29 24 -2 27 28 -7 21 -5 -10 -12 -8 -11 -19 -13 -15 -9 -6 -16 -1 right_child=1 2 4 6 14 16 10 26 9 22 20 12 -14 25 15 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.024292234032278884 -0.017499264835760271 -0.011779726268219836 -0.016026419373814431 0.012374093758350489 -0.023723836587612259 0.0018849606799086407 0.021624418827811052 -0.033154692952811059 0.023500052711788805 0.019702983570532573 0.033285380993429876 0.021229305675177092 -0.034867415251062933 -0.0048246469487531821 -0.01210193814672296 0.024776481410609629 -0.024535164342485712 -0.035671843693146625 -0.024741726350405936 -0.00037165532717216786 0.04639880951890768 -0.022350111247451829 0.041778988694217992 0.029019635513047662 -0.017120550920432197 0.030617342693652246 0.025311389340699916 -0.035625994525685642 -0.034597493951718808 -0.038227117563412287 leaf_weight=31.923462092876434 526.51910217106342 693.8233427554369 1173.0267096310854 606.63143053650856 3034.1805801987648 532.22339424490929 268.49818207323551 53.504725068807602 491.39833416044712 1122.6397117376328 3734.5209142714739 225.44990587234497 660.23590248823166 270.41778306663036 1009.9112101495266 136.91391555964947 730.39809502661228 44.987089261412621 195.71282882988453 1273.399262368679 1692.2599354982376 152.55520567297935 586.84068785607815 5769.3431706130505 256.81947968900204 275.34565629065037 592.46330612897873 1938.7247789949179 373.77042728662491 5363.5129715055227 leaf_count=105 1772 2320 4539 1732 11861 1642 763 232 1376 3235 10417 702 3154 826 3673 428 2389 148 733 3921 4866 489 1605 15967 1001 766 1737 8398 1495 27708 internal_value=0.000264258 0.0086449 -0.00988 0.0274526 -0.0202603 0.00600762 0.0299821 -0.00306728 0.0118866 0.0166145 0.0318165 -0.0347034 -0.0198096 -0.00194631 -0.0250756 -0.0143114 -0.0133953 0.0269763 0.00331238 0.00627341 0.0373763 0.00567826 0.0272863 0.0285176 0.000797449 0.0130495 0.0204566 -0.0283656 -0.0181843 -0.0378558 internal_weight=33818 27280 13743.2 13536.8 8312.5 5430.72 12464.5 1818.99 4168.1 3474.28 11662.2 6537.94 1142.51 1072.28 6493.5 1520.6 1262.62 6235.38 802.344 1764.8 5426.78 421.053 1709.48 5814.33 482.269 545.763 645.968 4972.91 1383.68 5395.44 internal_count=120000 87330 48851 38479 32363 16488 35115 6508 12457 10137 32650 32670 4857 3364 25855 5596 4031 17367 2465 5297 15283 1252 4840 16115 1703 1592 1969 20259 5168 27813 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=31 num_cat=0 split_feature=501 517 514 516 272 283 398 499 516 466 265 516 516 499 499 501 516 412 458 284 501 484 422 512 510 398 501 516 499 516 split_gain=9225.83 2993.51 1671.39 1518.58 797.604 461.149 436.145 306.099 266.173 255.484 240.648 188.407 173.668 165.314 90.2793 90.0743 165.551 88.8122 86.5777 86.4291 77.3425 112.067 69.5147 68.1802 64.8604 56.2385 46.7364 40.3496 36.4291 36.3957 threshold=-1.5247683525085447 0.35144518315792089 0.55881962180137645 1.0682604312896731 -0.68375781178474415 -0.64334866404533375 -0.45206944644451136 0.44043914973735815 0.59129914641380321 -0.56713777780532826 1.0738295316696169 -0.26825052499771113 1.0682604312896731 0.44043914973735815 0.35267814993858343 0.12153398618102075 -0.036332577466964715 -0.71169763803482045 -0.5412367284297942 -0.50942099094390858 0.21636792272329333 -0.77712178230285633 0.733230620622635 0.70089891552925121 -0.93281498551368702 -1.3737351298332212 0.4002984911203385 -0.059645308181643479 0.34113110601902014 0.14369950443506244 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 6 15 8 13 7 14 22 17 18 -11 20 28 -3 16 -2 -9 -7 -15 21 -8 -4 -5 -18 29 -24 -12 -6 -17 right_child=1 2 4 23 5 10 12 9 -10 11 27 -13 -14 19 -16 25 24 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70.452859207987785 278.1096620708704 500.15353327989578 537.85740132629871 52.770709499716759 495.42445632815361 3062.1096506714821 356.10320599377155 2358.6462799310684 174.57796500623226 99.768298387527466 90.662445783615112 116.82080100476742 10480.617141097784 210.56574074923992 55.399991974234581 195.18371826410294 112.60369803011417 leaf_count=23564 4503 140 3159 1620 42 362 846 1186 558 1388 424 2521 209 912 1905 2246 185 1638 8895 1064 10060 553 306 288 358 49017 751 173 702 425 internal_value=-0.00119946 -0.0162419 0.00295391 -0.0324626 0.0222949 0.0330496 -0.0166722 -0.00204561 -0.0111437 0.00665309 0.0413648 0.0207053 -0.0303187 0 -0.0353947 -0.0363234 -0.0236494 -0.0150748 0.0444961 0.0127137 -0.032302 -0.011864 -0.0200787 0.0430194 0.022285 -0.0377596 0.000162641 -0.0159363 -0.0385382 -0.0234676 internal_weight=31449.7 24034.4 11007.6 13026.8 5544.21 4195.11 5463.43 2637.26 1349.11 2091.62 3351.76 1270.3 2826.17 843.35 545.642 12393 1261.93 821.313 3178.19 634.213 2755.72 397.075 1161.29 633.769 169.592 11131.1 310.334 173.565 209.137 650.461 internal_count=120000 96436 37794 58642 17348 12574 20446 8778 4774 6733 9854 3909 11668 2720 2045 56734 5046 2824 9257 1976 11459 1399 4216 1908 543 51688 1057 597 744 2671 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=31 num_cat=0 split_feature=501 504 469 516 498 265 424 516 498 501 516 511 516 499 438 350 487 281 517 516 412 506 476 437 512 516 510 295 400 502 split_gain=3060.41 1837.22 943.041 532.495 430.887 378.195 339.698 343.35 204.282 145.162 144.888 137.402 118.553 112.478 86.6859 82.4893 81.1265 73.6667 60.9436 64.5549 56.0822 55.8566 55.1005 52.371 46.9566 46.319 37.2813 28.3645 27.0104 26.8368 threshold=-1.5247683525085447 -0.5651644468307494 -0.52835062146186818 0.16598577797412875 0.41214108467102056 1.1849032044410708 -0.57272499799728382 -0.40351140499114985 0.25737111270427709 0.26096384227275854 1.4701720476150515 1.3795545101165774 0.64727765321731578 0.41186757385730749 -0.36215497553348536 1.0624816417694094 0.75066897273063671 -0.30141243338584894 0.72570687532424938 -0.46609184145927424 -0.70274966955184925 -0.55755278468132008 -0.53034693002700795 -0.089917950332164751 0.27553379535675054 -0.35613089799880976 0.72905850410461437 -0.025114084593951699 -0.28393660485744471 -0.67945995926856984 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 9 4 5 12 6 11 -8 15 17 14 -4 16 -6 24 -7 20 26 19 -15 -3 -10 -16 25 -5 29 -2 -19 -20 -11 right_child=1 2 3 10 13 8 7 -9 21 23 -12 -13 -14 18 22 -17 -18 27 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.038727419865606717 0.0083523317727837703 0.031939344382360658 0.012090023536955208 -0.038426038024023591 0.051142978272429584 0.04352900414132041 0.010405309912727059 -0.012191631950004167 0.029945185880313953 0.02642778592582869 -0.039573890622922353 -0.029176664748979831 -0.022766588956360662 0.029398139929079598 0.0019331790245577794 0.0091644512988549431 0.037783182804099764 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7356 1127 133 247 186 282 1254 internal_value=0.000893849 0.00656063 0.00179927 -0.00378653 0.0180389 -0.00012927 -0.00294689 -0.00762525 0.0205962 0.0389185 -0.0226114 0.00978765 0.0270055 -1.97343e-05 -0.0158163 0.0359847 0.0283448 0.0151661 -0.00251221 -0.00553525 0.0233709 0.00346175 -0.0204733 0.0429178 0.00489242 0.0326419 -0.0020894 0.0345036 0.0214462 0.0351946 internal_weight=34077 29813.2 25989.2 19337.6 6651.62 16192.2 14254.6 10425.1 1937.58 3823.97 3145.42 3829.5 4444.85 2206.77 2246.12 1020.59 4328.52 551.321 2104.45 1868.91 2835.25 916.995 1833.94 3272.65 412.178 902.54 291.256 260.066 235.531 858.982 internal_count=120000 96436 84854 65200 19654 52932 47018 35411 5914 11582 12268 11607 12418 7236 8019 2864 11960 1581 6955 6270 7839 3050 6668 10001 1351 2645 837 744 685 2512 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=31 num_cat=0 split_feature=512 517 498 500 516 516 499 497 340 501 497 462 504 501 503 503 295 404 503 264 507 499 512 501 506 464 503 504 33 279 split_gain=3649.76 4137.56 820.792 617.664 317.695 298.176 290.406 287.049 187.357 234.398 165.231 123.102 113.958 87.4868 78.2843 74.9236 70.8403 65.7758 63.9347 54.3558 51.384 48.753 43.9343 60.2878 43.1707 38.2693 36.4566 36.438 33.0134 32.2135 threshold=-0.22666725516319272 0.72570687532424938 0.3577237874269486 -0.12578472495079038 1.2674531340599062 -0.46425472199916834 0.43787509202957159 0.035928979516029365 -0.34723077714443201 0.61608353257179271 -0.48530679941177363 -0.42227558791637415 -0.64543122053146351 0.61608353257179271 -0.22395393997430799 0.12649103999137881 -0.16081847995519635 0.61672243475914013 0.23982598632574084 -0.49009247124195093 0.2724930495023728 0.42719869315624243 -0.49361324310302729 0.45363384485244757 -0.47671842575073237 -0.5795069932937621 -0.088462304323911653 -0.24637120962142942 1.0000000180025095e-35 -0.62899976968765248 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 4 7 6 18 15 -3 16 -10 20 12 -1 14 -12 24 -8 -15 -4 -5 -7 -9 -13 27 -2 -23 -14 -24 -28 -21 right_child=1 3 5 19 -6 10 8 21 9 -11 13 22 26 17 -16 -17 -18 -19 -20 29 -22 25 23 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.03026097288377308 -0.012333590056659269 -0.024862787764924968 -0.012167463803129819 -0.022861407573627441 -0.037372101628939808 0.014957231563272194 -0.025007311848758658 -0.04141375620262467 0.0012656208215038526 0.030654722824389993 -0.0045794379398191301 -0.038341708943939568 -0.022877537446811175 0.032023706447998776 0.028349449960464221 0.031163780532954245 -0.0024166952101182786 0.043834359683543989 0.022671743029196098 -0.025932896163020087 -0.015441715948695305 0.04334196974182089 0.0044582496003823264 -0.037217583903991922 0.019887517493076413 0.020150298350398319 0.030666138767519835 -0.040908881170511523 -0.014199927223000442 -0.035573296539275642 leaf_weight=474.42023722827435 166.9706856906414 375.36903211474419 528.06477680802345 2023.075327411294 383.73104582726955 446.98851755261421 628.32029694318771 23.778788805007935 2539.5482589304447 925.8845881074667 186.12038493156433 4870.3417038917542 65.729476109147072 3311.5203105807304 5680.9630637615919 1488.1373016238213 776.27918721735477 1838.886624455452 175.27515058219433 1219.0421364158392 201.5180656015873 339.38741239905357 199.5449638068676 366.36051163077354 274.60014355182648 376.93759687244892 164.95297636091709 56.724810928106308 54.314306348562241 3052.8415929824114 leaf_count=2388 545 1360 1815 8145 2009 1250 2028 75 7630 2571 526 26552 251 9307 15705 4061 2346 5373 491 4991 663 952 707 1850 767 1052 503 246 173 13668 internal_value=0.000286829 0.0082682 0.0203263 -0.0235468 0.00688247 0.0281332 0.00938114 0.010741 0.00287542 0.00911982 0.0300394 -0.0341314 -0.0152486 0.0314831 0.0273039 0.0257962 -0.0125268 0.0362423 -0.0034763 -0.0296235 0.00550238 0.0288063 -0.0367407 -0.0242053 0.00769243 0.0311498 0.00972597 -0.00557621 0.0195282 -0.0328241 internal_weight=33215.6 26963.2 19552.8 7410.43 7183.47 12369.3 6799.74 1115.47 4870.03 3465.43 11666 6252.39 759.417 11017.5 5867.08 1929.71 1404.6 5150.41 703.34 6294.96 648.507 740.104 5492.97 622.63 441.571 716.325 284.997 256.27 219.267 4271.88 internal_count=120000 87330 57087 30243 21957 35130 19948 3439 14575 10201 32824 32670 3315 30911 16231 5373 4374 14680 2306 26804 1913 2079 29355 2803 1312 2004 927 953 676 18659 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=31 num_cat=0 split_feature=499 516 517 308 499 481 466 512 499 422 430 516 511 497 499 284 402 505 516 499 439 392 516 437 499 498 439 515 508 255 split_gain=7089.41 4179.29 2391.86 1105.72 858.012 559.694 440.899 391.788 189.711 196.287 146.62 132.386 96.9482 57.7863 77.5069 51.6652 51.6093 48.7144 84.5255 43.9925 43.1669 40.3474 39.9673 35.6538 34.0767 30.5784 29.5799 27.1392 25.1338 23.0758 threshold=0.32879020273685461 0.54629918932914745 0.69505238533020031 -0.65280041098594654 0.44043914973735815 -0.56361028552055348 -0.72592908143997181 0.69230777025222789 0.44043914973735815 -0.27308700978755945 -0.34781238436698908 -0.26268653571605677 1.3795545101165774 1.5956801772117617 0.44043914973735815 -0.56148228049278248 -0.88077479600906361 -0.41062609851360315 0.095541097223758711 0.44043914973735815 -0.64930042624473561 0.32103870809078222 -0.40962262451648707 1.8852065205574038 0.38946694135665899 -0.70677468180656422 -0.60450723767280568 0.71591427922248851 2.3910261392593388 -0.35731031000614161 decision_type=2 2 2 2 2 2 2 2 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 13 8 12 20 -7 -3 -4 15 19 -11 24 17 -15 -10 -1 18 22 -9 -6 -16 -2 -18 -5 -12 -21 -20 -19 -14 right_child=1 7 3 4 5 6 -8 10 9 11 25 -13 29 14 21 -17 23 28 27 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.018584182869144587 -0.037364503571167405 0.047041998363438135 -0.041583519321557488 0.0031130505349394703 -0.0019275257273646273 -0.019050268462290312 0.038478672602795937 -0.031660836869761969 -0.03479016214787943 -0.023999751667359348 0.015236997616924323 0.0076048219585673014 -0.016537166612153983 -0.035876790010409519 0.054856415965039346 -0.014556721742700849 0.046353409437230486 -0.037406550233682626 0.076257961645817093 0.03874088958487594 -0.036323113293276442 -0.024012729768327676 -0.02155865830434919 -0.029239566974809596 -0.03976979100181454 -0.034779752318891875 0.0025518126007943727 0.006296286377605158 0.029229711058786297 0.049698216601740008 leaf_weight=30.765616372227669 921.19222544133663 2689.1072991043329 872.66671913862228 49.41803415119648 126.32699301838875 374.50590918958187 2996.6593813449144 32.505769431591034 977.9998372644186 487.41568607091904 35.520415425300598 1034.0378389507532 19.017030328512192 101.74461889266968 52.954905763268471 467.55596339702606 6275.9423907697201 10635.35690997541 19.240660488605499 220.81937512755394 331.19531463086605 23.182864651083946 711.67113266885281 15.49367682635784 689.38370685279369 211.02235622704029 76.278890877962112 49.673241004347801 14.016725584864615 41.550332605838776 leaf_count=113 4384 8513 3492 174 427 1356 8953 125 3936 1764 114 3303 56 471 172 1748 20549 50801 64 660 1413 100 3057 67 2646 934 246 198 46 118 internal_value=-0.0013076 -0.0135962 -0.0217799 -0.00125172 0.0152047 0.0250426 0.0320859 0.0390254 -0.0210883 -0.0150573 0.00159855 -0.0025177 -0.0319058 -0.0356534 -0.00731837 -0.0282507 0.0458498 -0.036061 -0.0281896 0.0234186 -0.0268395 0.0307763 -0.0304804 0.046166 -0.0368946 -0.0275501 0.0294703 0.0259841 -0.0373181 0.0288261 internal_weight=30584.2 24262 20996.8 8467.73 4628.06 3828.69 3371.17 3265.25 3839.68 2967.01 576.147 1521.45 799.369 12529 177.882 1445.56 6322.2 12351.2 1701.78 329.604 457.522 76.1378 1632.86 6291.44 738.802 246.543 297.098 68.9139 10649.4 60.5674 internal_count=120000 99271 88679 29386 15143 12149 10309 10592 14243 10751 2079 5067 2994 59293 743 5684 20729 58550 7703 1031 1840 272 7441 20616 2820 1048 906 262 50847 174 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=31 num_cat=0 split_feature=499 513 409 481 506 500 437 283 498 506 428 284 506 512 517 517 486 407 512 499 286 499 412 506 441 446 438 33 517 385 split_gain=2379.85 1486.29 1057.59 632.381 399.023 263.418 248.399 247.42 216.226 215.767 189.172 120.789 119.333 102.93 95.8087 79.4548 73.314 73.2321 70.8851 62.1469 60.5503 56.158 54.9128 52.8937 52.0488 51.7769 47.3996 44.3838 36.7128 32.61 threshold=0.26323355734348303 -0.47346097230911249 -0.65502363443374623 -0.57229241728782643 0.6671549677848817 -0.23124419152736661 0.8932476043701173 -0.64334866404533375 0.21896614134311679 0.80330687761306774 -0.065687421709299074 -0.63777896761894215 -0.3874062299728393 0.54546096920967113 0.098409730941057219 0.32069005072116857 -0.39410735666751856 -0.55779850482940663 0.78659662604331981 0.41186757385730749 0.35441687703132635 0.42360782623291021 -0.57128703594207753 -0.50910925865173329 -1.0687427520751951 -0.77390238642692555 0.8259178400039674 1.0000000180025095e-35 0.93349918723106395 0.55577537417411815 decision_type=2 2 2 2 2 2 2 2 2 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 5 8 6 19 7 -5 14 11 16 22 25 -6 24 -8 -2 -13 -11 -3 -12 -14 -7 29 -4 -10 -16 -18 -25 -21 right_child=1 2 3 4 13 9 15 -9 12 18 20 17 21 -15 26 -17 27 -19 -20 23 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.037611610707522766 0.029471628506594551 0.048818143305404335 0.033845273685974786 0.001399169633882669 -0.036412604479948263 0.036180304748414133 0.009068716302923642 -0.013877021243979888 0.032078364862854619 -0.031626670296151252 0.043931756282778123 0.025153825536598264 0.056287275317328182 -0.016607950889358056 0.041270710178430009 0.047465633368218074 -0.0051126137144784497 0.0091909366280646092 0.0094545017374734613 0.0051538920819225358 0.02179125269427366 -0.013434123978564881 0.022427460418985589 -0.0099660165177198733 0.0090390390721058651 0.0038013882950631525 0.0078493583976996569 0.028945929510719223 0.017317073161371124 0.042124167729458636 leaf_weight=3571.4162225574255 527.54775089025497 59.716272741556168 272.69490008056164 4375.5423883348703 1490.3275898098946 1771.1834293305874 292.74837173521519 6721.2523450255394 283.97169928252697 236.26511313021183 2475.7623676210642 1287.960876762867 29.637403085827827 1174.723996385932 732.98942260444164 250.22524067759514 398.22192844748497 1628.5101548731327 188.61972717940807 190.03010396659374 354.25461666285992 978.87715600430965 1235.6830177158117 1207.342724815011 945.80090031027794 377.52546729147434 124.54647262394428 125.74332717061043 137.11443971097469 87.117183476686478 leaf_count=20238 1554 164 758 14582 7716 4962 860 24174 819 940 7873 3581 85 4453 2087 703 1138 4596 537 617 1066 3536 3415 4253 2714 1215 357 361 404 242 internal_value=0.000968412 0.00556737 0.00127095 -0.00544418 -0.0102335 0.0163674 -0.00623697 -0.00785311 0.012843 0.0210281 0.0344334 0.0234972 -0.000547752 -0.0276858 0.0236167 0.0267783 0.0163148 0.0162427 -0.0133797 -0.00122709 0.0411629 -0.0113749 0.0305311 -0.00307601 0.014597 0.0159509 0.036424 0.00305532 -0.00717875 0.016804 internal_weight=33533.4 29961.9 26080.4 18050.9 14304.8 8029.54 11639.8 11096.8 3746.04 6348.22 3881.53 5923.34 1670.01 2665.05 2076.03 542.974 1051.51 2916.47 424.885 1681.32 2830.02 1008.51 3006.87 1621.6 1218.5 661.497 857.536 523.965 1344.46 277.147 internal_count=120000 99762 87770 64059 52488 23711 40319 38756 11571 18031 11992 16554 5655 12169 5916 1563 3053 8177 1477 5680 8939 3621 8377 5516 3472 2034 2444 1499 4657 859 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=31 num_cat=0 split_feature=512 517 498 500 499 516 510 501 340 501 516 512 501 505 516 513 503 40 503 510 335 505 464 503 264 501 498 464 506 175 split_gain=3358.12 3789.34 745.153 578.586 294.821 275.353 217.737 191.68 176.726 150.492 137.019 122.618 131.036 113.649 98.6136 94.4786 93.772 87.4786 67.663 64.1762 62.77 59.9064 57.5158 55.8545 53.7057 48.1963 46.2024 53.1729 41.7863 40.574 threshold=-0.22666725516319272 0.72570687532424938 0.31710208952426916 -0.12578472495079038 0.43787509202957159 -0.46425472199916834 0.59564483165740978 0.59671455621719371 -0.38812923431396479 0.35574768483638769 0.64727765321731578 -0.56942498683929432 0.36725078523159033 -0.14797938615083692 -0.036332577466964715 1.2046880722045901 -0.05140737630426883 -0.32838942110538477 0.12649103999137881 0.029781193472445015 0.93353980779647838 -0.71774646639823902 -0.72776675224304188 0.23982598632574084 -0.49009247124195093 0.46659520268440252 -2.0157874822616573 0.87924382090568554 -0.47671842575073237 -0.33539065718650812 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 4 6 15 23 25 10 29 14 13 26 19 -6 16 18 -7 -10 28 -13 -8 -11 -23 -4 -5 -3 27 -1 -2 -9 right_child=1 3 5 24 7 9 20 8 17 21 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.030799879956028838 -0.012214229376519193 0.0075142784238205196 -0.01161091636526048 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48.623868346214294 3292.8676745444536 6557.608878955245 179.48722517490387 4144.3013768494129 492.65692809224129 4724.8217996805906 54.320178493857384 260.58629456162453 223.26028570532799 leaf_count=560 529 686 1834 8145 3807 489 1201 653 2069 309 1716 1087 3154 6179 903 410 3440 804 3931 616 149 9592 18455 502 18659 1403 27061 192 726 739 internal_value=0.000314038 0.00791514 0.0194345 -0.0229746 0.00641227 0.0268123 0.010353 5.55938e-05 0.0153361 0.0286505 -0.00613374 -0.0335717 -0.0183303 -0.00304994 0.0149507 0.0229472 0.0204424 0.0267949 0.0254588 0.00138573 -0.0201556 0.0310056 0.0314091 -0.00343461 -0.0289759 0.0265207 -0.0369434 -0.0108652 0.00782594 -0.0110522 internal_weight=32594.7 26623 19391.6 7231.32 7013.39 12378.3 1103.3 5066.16 1460.67 11669.2 3605.49 5971.73 1082.15 3277.86 1712.19 1947.23 1415.77 1018.56 1851.08 473.515 382.045 9957.04 9850.48 709.018 6128.02 721.258 4889.58 164.758 421.148 442.112 internal_count=120000 87330 57087 30243 21563 35524 3439 15967 4265 33188 11702 32670 4857 9986 4832 5596 3929 2873 5186 1703 1350 28356 28047 2336 26804 2089 27813 752 1255 1392 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=31 num_cat=0 split_feature=512 517 514 516 428 272 283 398 516 450 516 490 265 516 512 516 508 513 463 434 422 413 398 512 522 516 516 516 498 498 split_gain=6366.89 2777.75 1422.74 1399.65 726.155 707.388 402.068 393.355 242.961 229.021 221.865 212.897 199.252 155.153 132.749 129.02 97.2354 93.1795 82.6353 80.218 66.8056 65.8484 62.2036 61.6826 57.1188 52.8528 52.2828 43.0389 42.5567 38.0992 threshold=-0.70814597606658924 0.35144518315792089 0.55881962180137645 1.0682604312896731 1.2085523605346682 -0.67893967032432545 -0.64334866404533375 -0.33535872399806971 0.59129914641380321 -0.75154176354408253 -0.28719946742057795 -0.43808145821094507 1.0738295316696169 1.0682604312896731 0.64807343482971203 0.11441725865006448 -0.41542096436023707 -0.9867078661918639 -0.15572026371955869 -0.60437378287315358 0.51895636320114147 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0.0022073289376484824 0.034733984710414882 0.0094065704531851625 0.02183704879981907 0.021024172481429404 -0.030618152711870655 0.044718490241153118 leaf_weight=117.34146408736706 565.90907180309296 901.65074384212494 781.29248587787151 546.77384728193283 322.16161094605923 141.64352943003178 167.33992923796177 2255.3368433862925 194.57100129127502 386.5738687813282 635.87632282078266 40.122579306364059 112.58488155901432 67.756395801901817 610.50003650784492 235.24591258168221 36.464118540287018 46.690584629774094 271.83612827956676 3023.9732858389616 273.49243076145649 448.37389436364174 10424.223269507289 89.207051128149033 28.004486709833145 119.18185061216354 62.257184013724327 60.467853173613548 91.958183601498604 6655.6388479024172 leaf_count=584 2475 3378 3003 1734 1766 433 516 9939 602 1486 1954 146 421 214 1952 728 124 156 899 9086 860 1541 51521 288 93 443 200 194 415 22849 internal_value=-0.00143752 -0.0145481 0.0038617 -0.0313155 0.0394204 0.0215076 0.0316252 -0.014936 -0.0100916 -0.00254885 0.00749905 0.0430467 0.0392965 -0.0302294 0.019903 0.00034473 -0.0299231 -0.0132001 -0.0159736 0.0421303 -0.0188607 -0.0121326 -0.0354355 0.04082 -0.0363929 -0.0208179 -0.0224085 -0.0129283 -0.00120006 0.0444256 internal_weight=29714.4 22496 10722.7 11773.3 7218.42 5530.94 4189.63 5191.79 1341.31 2868.69 1904.79 6859.79 3364.37 2323.09 1246.38 825.263 358.626 164.032 658.41 3191.31 1146.74 590.017 11137.3 635.981 10452.2 685.091 963.908 173.053 365.451 6695.76 internal_count=120000 94375 37821 56554 25625 17799 12919 20022 4880 9869 6291 23735 10217 10153 3906 2702 1890 740 2385 9602 4278 1974 54532 2022 51614 2918 3578 615 1275 22995 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=31 num_cat=0 split_feature=501 513 409 516 422 517 501 517 306 497 431 510 454 500 265 69 516 506 395 282 500 505 40 438 428 516 511 281 497 389 split_gain=2654.88 1295.79 847.175 518.962 468.618 241.709 238.313 232.541 222.401 174.199 179.133 167.022 136.105 107.006 104.569 102.361 97.3042 80.9826 77.4409 68.0934 58.987 54.9582 52.7999 52.0724 50.4287 50.3314 67.0124 46.2413 45.6936 40.847 threshold=-1.5247683525085447 -0.53023165464401234 -0.70864668488502491 -0.36257982254028315 -0.31811060011386866 0.12387203797698022 0.32643926143646246 0.69505238533020031 -0.56099188327789296 0.289067953824997 0.24241113662719729 1.3180559873580935 -0.16934894770383832 0.061110341921448715 0.59751194715499889 -0.17743909358978269 0.64727765321731578 0.17043060809373858 -0.25752478837966913 0.79347866773605358 1.1996878385543825 0.074909877032041564 -0.35243439674377436 1.6787143349647524 -0.50467324256896962 -0.46425472199916834 -0.53943726420402516 -0.33520767092704767 1.2757804989814761 -0.4814926534891128 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 5 9 7 13 19 15 12 10 14 -9 -6 25 -4 -5 23 20 -10 27 -15 29 -19 -7 -12 -3 -27 -2 -23 -11 right_child=1 2 3 4 8 16 -8 11 18 21 24 -13 -14 17 -16 -17 -18 22 -20 -21 -22 28 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.038011108426723055 0.0083458147393134646 0.029726846359174292 0.001116353863935297 -0.0086423804206602912 -0.011119474288890388 0.030358286480217253 0.042246077979310528 0.025014888343967069 -0.0098953028186062192 0.022603952090480644 0.012829591269664051 -0.014977947373083209 0.012108459565976481 0.025613893201926613 0.028086736223714166 0.015889831713486523 -0.022964993689931323 -0.021226875915830359 -0.02652075350982578 -0.011798616021297127 -0.0056595475382469279 -0.012492604314565321 0.012289057360904614 0.010158853998164715 0.037410021071839571 0.015147564991056427 -0.011481153466871402 0.034165964182330408 0.024131600780048619 0.00010951852060406096 leaf_weight=3845.4725179374218 378.16226898133755 111.59717535972595 1414.3365729749203 2425.0753327310085 3911.4845145940781 2983.4093146920204 2618.4777383804321 1544.1342423558235 881.40189751982689 304.10877954959869 264.67397385835648 313.94501537084579 751.60385447740555 1224.5818056315184 481.92776371538639 515.40862560272217 95.423293426632881 205.18949557840824 3434.2650413662195 217.49687556922436 171.62425458431244 943.37050002813339 274.61644391715527 358.274807497859 1000.3864268958569 308.50216214358807 1006.5264844894409 321.31963503360748 93.439857184886932 600.91600939631462 leaf_count=23564 1074 311 4378 8686 14231 8414 8545 4524 3237 925 756 1221 2346 3323 1421 1580 405 607 13820 610 471 3264 776 990 2840 878 3592 962 286 1963 internal_value=0.00103757 0.00618816 0.00227221 -0.00315984 -0.00820512 0.0174899 0.0345634 0.00440793 -0.0149465 0.0104601 0.0177002 0.0182545 -0.00737431 0.00782777 0.00797452 -0.00434027 0.0267721 0.0156762 -0.0231268 0.0126174 0.021766 -0.00132445 -0.00203508 0.0281945 0.0322727 -0.0024898 -0.00522965 0.0202171 -0.00918511 0.00767534 internal_weight=33001.2 29155.7 25620.2 18880.5 13777.3 6739.75 3535.46 4798.56 8978.76 5103.16 3161.32 1858.08 4663.09 3302.64 1896.26 2940.48 3437.11 1876.01 4315.67 916.979 1396.21 1941.84 479.806 3341.68 1265.06 1426.63 1315.03 699.482 1036.81 905.025 internal_count=120000 96436 85245 65478 49645 19767 11191 16011 33634 15833 9395 5745 16577 9958 5799 10266 9809 5177 17057 2646 3794 6438 1383 9404 3596 4781 4470 2036 3550 2888 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=31 num_cat=0 split_feature=512 517 500 501 503 516 496 504 444 501 501 515 500 335 516 437 500 510 516 279 444 385 499 516 384 394 464 33 409 501 split_gain=3091.01 3468.74 720.792 624.724 343.103 322.998 285.362 283.546 124.743 116.314 188.69 106.046 99.8289 92.3299 96.2984 90.7898 89.4446 86.4608 72.9191 59.4815 57.0961 53.9531 51.3098 50.9177 44.8136 47.8131 40.6577 38.5107 37.0331 36.5826 threshold=-0.24088785797357556 0.5709761679172517 -0.12578472495079038 0.48871597647666937 -0.042325172573328011 0.13353777676820758 -0.1041855365037918 -0.47315289080142969 -0.19429673999547956 -1.5247683525085447 0.32202665507793432 3.4951291084289555 -0.16484922170639035 0.53335717320442211 -0.44243358075618738 0.66865673661232006 0.4650708287954331 0.029781193472445015 1.2674531340599062 -0.65377536416053761 0.11856707930564882 0.67486965656280529 0.42719869315624243 -0.40772047638893122 0.53604769706726085 -0.019531174562871453 -0.68306681513786305 -0.086535971611738191 -0.70508828759193409 0.3750042617321015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 3 6 4 -2 8 -3 15 12 -1 17 13 -6 16 -15 23 -9 20 29 24 -11 -10 -8 -5 -4 -26 -24 -22 -21 -7 right_child=1 2 19 7 5 18 22 11 21 10 -12 -13 -14 14 -16 -17 -18 -19 -20 28 27 -23 26 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.038097953824797963 -0.013758826462421984 -0.023593786417781527 -0.023990603859272527 -0.0063772364965365355 0.021521840071534879 -0.017022252363299965 -0.039545709859978573 0.029389998630178923 0.025546578404311918 -0.0084821996332104296 -0.034691438426325577 -0.038149792279143391 0.00034610573122869932 -0.0092759538645817395 0.039534788126484477 -0.036915589087558903 0.015982078689543128 -0.031332028308125454 -0.03778732186983097 -0.022800924432897683 0.038242497733827985 0.00015349024723771006 0.042378236151610245 0.022181377477080842 -0.019252659138818008 0.027305037654975012 0.020809092044562716 -0.0071619473364064158 -0.034441122987218076 0.011590457325482521 leaf_weight=3874.1369845420122 1443.2122043520212 383.4154157191515 2173.5223553180695 355.6388308852911 912.64713138341904 276.90501724183559 27.441603034734726 5970.6423357874155 3000.9493879675865 210.38239602744579 1143.9277344495058 58.305529028177261 1427.5436161160469 105.13000643253326 2481.7039030641317 151.6560191065073 1574.0639964044094 167.06776611506939 280.52027662098408 889.5809783488512 186.5080292224884 225.28289693593979 372.02835562825203 277.75378866493702 138.95733281970024 91.274277091026306 533.9414333999157 62.020060911774635 3003.7614407688379 186.93136169016361 leaf_count=23562 4757 1423 9145 1151 2567 830 87 17095 8386 835 6425 302 4172 326 7252 552 4425 785 1595 4064 611 656 1074 798 584 323 1514 210 13959 535 internal_value=0.000334462 0.0075291 -0.0209266 0.0190976 0.00823238 0.0132625 0.0127117 0.0267735 0.0173994 -0.0332442 -0.0226155 0.0290043 0.0086071 0.0293916 0.0375489 -0.00217489 0.0265936 -0.000537636 -0.0176657 -0.0279618 0.0106666 0.023775 0.0276311 0.00613985 -0.0217687 -0.000769522 0.0296755 0.0268934 -0.0317834 -0.00548021 internal_weight=31986.9 26342.8 7613.92 18728.9 7753.99 6310.78 1316.83 10974.9 5566.42 5644.04 1769.91 10189.8 2340.19 10131.5 2586.83 785.049 7544.71 625.978 744.357 6297.1 458.91 3226.23 933.411 633.393 2403.75 230.232 905.97 248.528 3893.34 463.836 internal_count=120000 87572 32173 55399 23498 18741 4098 31901 15781 32428 8866 29400 6739 29098 7578 2501 21520 2441 2960 28075 1656 9042 2675 1949 10052 907 2588 821 18023 1365 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=31 num_cat=0 split_feature=501 517 514 508 347 272 398 499 512 466 503 501 499 265 272 490 503 499 501 495 501 412 501 506 398 496 504 428 422 398 split_gain=7251.32 2542.3 1318.14 817.324 652.893 411.82 384.118 283.503 272.638 211.24 207.146 192.577 147.536 146.359 124.643 110.666 91.3676 87.0952 82.6317 135.054 74.7304 72.6228 60.8158 76.9149 55.4573 47.961 41.3988 41.0304 40.5479 39.1711 threshold=-1.5247683525085447 0.35144518315792089 0.55881962180137645 0.62103188037872326 -0.53607553243637074 -0.68375781178474415 -0.33535872399806971 0.44043914973735815 0.61767688393592846 -0.59274518489837635 1.3816190361976626 0.61951088905334484 0.44043914973735815 1.5319510698318484 0.30439622700214392 0.49067457020282751 1.2745777368545534 0.35267814993858343 0.22377817332744601 -0.61486858129501332 0.24910888820886615 -0.71169763803482045 0.22992813587188723 0.050835797563195236 -0.67622947692871083 -0.20741517841815946 -0.086066421121358858 -0.21415190398693082 -0.46811872720718378 -1.3737351298332212 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 6 10 12 16 7 17 -5 21 22 -11 -4 15 20 -7 24 -3 19 -8 -14 -9 23 -2 -6 -10 -12 -16 -21 -24 right_child=1 2 4 8 5 13 18 9 25 11 26 -13 14 -15 27 -17 -18 -19 -20 28 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.044386727288970258 -0.03124464628412732 0.029183067710401734 -0.038840217796451942 0.044547663547229596 0.0087550976989250878 0.042059732732347949 -0.032787568884955549 -0.033090962005767423 0.00045276916586232848 0.025575470800297803 -0.031613991136622097 -0.022243478935131508 0.027130915971902259 -0.026285629138165081 0.041616024142011536 0.0024278147965015187 0.044846319133730168 -0.039925908932437471 -0.034355702132792647 -0.01798602152091406 -0.016216972204636707 -0.0027798474699187743 -0.023105324777478987 -0.0015739966138890113 -0.021021170556615433 -0.036773274935835168 0.047115538306269508 -0.022881440515009815 0.044187628252379346 -0.037793295750182157 leaf_weight=6618.8745726644993 1395.5698012709618 49.70713172852993 335.21812276542187 432.89115622639656 253.73587773740292 2970.2714211046696 223.99094086885452 330.60521930456161 218.27347809076309 1158.5303753763437 20.248993337154388 257.10946883261204 116.63479888439178 86.154733553528786 187.39709842205048 187.54574602842331 87.22670778632164 531.80522374808788 1974.4124059528112 34.297476008534431 668.33991831541061 492.06503687798977 481.37912023067474 259.38488173484802 406.49390418827534 142.96056661009789 91.857964262366295 28.22145502269268 109.31546261906624 8716.1382804214954 leaf_count=23564 6329 155 1373 1419 826 9008 892 1289 837 3565 100 915 382 323 544 576 281 2186 9291 123 2375 1689 2136 1065 1561 720 293 99 341 45743 internal_value=-0.00155696 -0.0152259 0.00266946 -0.0311894 0.0201172 0.0302435 -0.0153364 -0.0029038 0.0177869 0.00517545 -0.0347371 0.0168861 -0.0101368 0.0379527 -0.000512746 0.0397077 -0.00320837 -0.0340059 -0.0303025 -0.00851571 -0.00976716 -0.0149695 -0.0354359 -0.0265977 -0.00957055 -0.0142719 0.0328352 0.0331443 0.0293024 -0.0370254 internal_weight=28866.7 22247.8 10489.1 11758.7 5327.24 3991.43 5161.84 2819.82 794.125 2238.31 10964.6 1415.64 1335.81 3243.97 1000.59 3157.82 747.456 581.512 2342.02 367.604 784.975 822.67 10852.5 1654.95 660.23 361.234 112.107 215.619 143.613 9197.52 internal_count=120000 96436 37794 58642 17348 12575 20446 9799 2976 7458 55666 4480 4773 9907 3400 9584 2668 2341 10647 1356 2757 2978 55273 7394 2387 1557 393 643 464 47879 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=31 num_cat=0 split_feature=501 504 409 481 516 395 516 517 520 500 501 340 500 516 516 281 499 500 437 340 503 499 438 516 516 505 516 272 509 400 split_gain=2471.47 1408.46 774.207 433.06 328.946 277.2 295.317 220.866 197.882 140.532 132.001 94.188 90.3348 88.7738 80.6869 64.3861 57.457 55.3365 51.3638 51.134 47.659 46.2815 45.9004 42.1294 41.1359 39.7254 38.6828 36.1561 32.1103 27.505 threshold=-1.5247683525085447 -0.5651644468307494 -0.70864668488502491 -0.57888731360435475 1.0682604312896731 0.084200758486986174 -0.42007783055305475 0.12387203797698022 -0.065824352204799638 0.27746467292308813 0.26096384227275854 0.54124572873115551 0.061110341921448715 0.64727765321731578 -0.43362478911876673 -0.30141243338584894 0.41186757385730749 1.1996878385543825 -0.089917950332164751 0.54124572873115551 -0.27925819158554072 0.42360782623291021 1.6787143349647524 -0.42662535607814783 0.59129914641380321 -0.0089980717748403532 -0.35613089799880976 1.6090897321701052 0.77093869447708141 -1.0129473209381101 decision_type=2 2 2 2 2 2 2 2 2 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 7 9 5 8 -7 12 -5 14 15 24 16 22 -4 28 -3 19 26 -14 -18 -16 27 -13 -11 -19 -12 -9 -2 -24 right_child=1 2 3 4 -6 6 -8 13 -10 11 18 23 17 -15 21 -17 20 25 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.037683913425343968 0.0061027413492039306 0.054427501985087404 0.020583212744709398 -0.004069948755847117 -0.037776728853447565 0.021399525337774505 -0.015967828053953772 0.029785835065032348 0.013261728722507507 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65.63782998919487 71.223689496517181 214.83729568123817 leaf_count=23564 594 119 1115 18380 4328 1670 23041 8102 7415 3488 2512 441 2883 405 91 744 262 217 7356 1738 4462 3629 371 1324 134 461 133 181 243 597 internal_value=0.00111437 0.00602017 0.0018729 -0.00338965 -0.00695325 -0.00520198 -0.0127073 0.0164308 0.00120077 0.0129838 0.0354826 0.0218754 0.00735399 0.0255026 0.00106544 0.0126398 -0.00212838 0.0144541 0.0395492 0.0176688 -0.00390038 -0.00622331 0.0268823 0.00571207 0.0295526 -0.0079739 0.0291611 0.0289392 -0.00344314 0.0097403 internal_weight=32462.5 28818.7 25262.9 18555.1 15238.8 14419.9 6638.7 6707.77 7781.15 3316.29 3555.84 1899.04 3353.32 3354.45 1417.25 537.604 1435.52 1917.8 3018.24 1677.59 1392.08 1031.76 3260.75 611.802 1287.24 240.21 856.364 2911.09 288.18 349.658 internal_count=120000 96436 84854 65056 54834 50506 24711 19798 25795 10222 11582 5387 10142 9656 4835 1581 4843 5299 10001 4621 4724 3720 9251 1765 3622 678 2645 8283 837 968 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=31 num_cat=0 split_feature=512 500 520 503 499 46 496 522 491 503 501 501 464 497 441 264 445 499 153 509 502 501 497 256 497 500 499 501 437 364 split_gain=2842.75 2618.4 679.779 302.636 225.772 207.847 185.104 188.706 147.38 141.218 117.391 180.916 111.585 106.226 111.656 84.0048 81.1796 80.3034 75.7531 74.537 73.0729 70.2216 68.9778 63.1496 60.9163 69.5845 55.5729 55.4268 55.2988 49.9251 threshold=-0.24088785797357556 0.061110341921448715 -0.34425035119056696 -0.11947610229253768 0.43797643482685095 -0.098837114870548234 -0.1041855365037918 0.36022190749645239 -0.6246206760406493 -0.065289795398712144 -1.5247683525085447 0.36725078523159033 -0.54450494050979603 -0.52501544356346119 0.086965348571538939 -0.49009247124195093 -0.39280380308628077 0.29076987504959112 -0.23588562011718747 -0.032233465462923043 -0.060174070298671715 0.51669979095458995 1.4360503554344179 1.3559312820434573 0.077861309051513686 1.1996878385543825 0.41186757385730749 0.38224689662456518 0.60183599591255199 -0.07364360615611075 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 3 5 20 8 9 7 16 -4 -3 -1 19 -8 -11 -15 24 26 -10 -7 29 -2 -9 -14 -17 25 -6 -5 -22 -19 -12 right_child=1 2 4 6 15 18 12 21 17 13 11 -13 22 14 -16 23 -18 28 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.037768850633686901 -0.014919299841790393 -0.010520983188372347 -0.016754881115027053 -0.045221084594641602 -0.011430350875607273 0.0013738506752631564 0.035121826815617353 -0.028776323360443889 -0.035257198199869326 -0.0020096613732617369 -0.0021719841483140989 -0.035049648120274078 0.024426762992258072 0.0092388023922260615 0.029632340818324665 -0.028293754149522701 0.0043793149897909424 0.021377272157582262 -0.023656237309247825 -0.02784660371494593 -0.016610645274828514 0.0048919316088130403 -0.050842819977999644 0.013575625813386956 -0.024337910230090035 0.028300020133625082 0.028216088577958615 0.021912067337428051 -0.028346004722284403 0.032429259246515733 leaf_weight=3670.931583866477 564.78740204870701 674.65749050676823 867.56111170351505 26.072325378656387 1058.8064676970243 526.39094150066376 3914.9545301347971 281.3571809232235 79.532058075070381 760.17730134725571 329.90523770451546 1035.4944501966238 5291.4767545610666 1382.0135572701693 1306.7995676696301 3717.8098581433296 538.69964157044888 710.85879082977772 708.74310877919197 195.54413655400276 127.05645573139191 343.8446841686964 30.48114338517189 92.073772951960564 943.91017340123653 122.85543115437031 1504.9465771466494 350.37763206660748 60.520450204610825 152.1481586843729 leaf_count=23562 1968 2338 3695 86 3982 1648 11771 1076 391 2320 1269 6145 15203 4201 3664 17214 1578 2196 2412 952 387 1071 87 315 4001 418 4286 1028 236 500 internal_value=0.000343694 0.00719488 -0.00865251 0.0230898 -0.0182148 0.00500446 0.0253468 0.0138128 -0.00225196 0.0103943 -0.0327231 -0.0219063 0.0287111 0.0144872 0.0191529 -0.0228355 0.0210852 0.0125291 -0.0129856 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threshold=-1.5247683525085447 0.35144518315792089 0.55881962180137645 1.0682604312896731 0.86596986651420604 -0.33535872399806971 -0.7249290645122527 -0.51367989182472218 0.41009381413459783 0.11441725865006448 -0.62307703495025624 1.0682604312896731 1.1034048795700075 0.59921729564666759 0.20301254838705066 0.15016409754753116 -0.036332577466964715 1.3343213796615603 -0.36919276416301722 -0.48388111591339106 -0.69553872942924488 0.2832105308771134 0.92570126056671154 -1.3737351298332212 0.57067057490348827 0.70089891552925121 -0.93281498551368702 0.21636792272329333 -0.65784922242164601 0.54629918932914745 decision_type=2 2 2 2 2 2 2 2 2 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 15 8 7 22 9 12 17 14 27 18 20 -8 16 -2 -3 -4 -12 -9 -11 29 -17 -10 -5 -18 28 -7 -6 right_child=1 2 4 25 6 11 10 13 24 21 19 -13 -14 -15 -16 23 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.043507555509501548 -0.028836777088009725 -0.022957392901050547 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2317.8826985508204 521.60034087300301 320.52752132713795 44.52211432158947 8934.5448953509331 56.923458963632584 87.720693439245224 129.89335192739964 1896.635477244854 114.01829761266708 24.81213490664959 leaf_count=23564 4997 4916 2768 1620 868 837 1059 339 708 249 981 186 522 629 425 2587 192 989 2417 7192 1588 1089 131 48541 198 288 417 9256 368 79 internal_value=-0.00167611 -0.0148995 0.00256235 -0.0307646 0.0193774 -0.0148867 0.0320341 -0.00276761 -0.0036405 -0.0111355 0.0362175 -0.0297668 -0.0102451 0.0187368 0.0116946 -0.0344574 -0.0219109 -0.017579 -0.0149797 0.040502 0.0286475 0.0146807 -0.011389 -0.0361388 0.0333686 0.0388238 0.0195812 -0.0316456 -0.0132771 -0.0206335 internal_weight=28018.5 21675.2 10318.3 11357 5254.74 5063.54 3390.56 2790.93 1864.17 2009.33 3092.74 2272.61 1582.05 781.602 460.209 10784.8 1275.01 1608.17 1417.02 2632.53 619.545 401.16 297.823 9509.75 282.122 572.194 182.252 2215.29 318.656 253.301 internal_count=120000 96436 37794 58642 17348 20446 10735 9799 6613 7243 9657 10647 5707 2556 1484 56734 5606 5905 5185 8173 1927 1338 1078 51128 906 1908 609 10461 1205 947 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=31 num_cat=0 split_feature=501 504 469 516 498 492 437 258 520 516 437 506 501 506 418 487 272 491 431 516 504 466 437 516 516 507 510 501 64 504 split_gain=2299.43 1287.72 667.595 417.488 286.13 283.612 265.089 262.414 173.487 129.723 128.34 89.787 85.0961 80.677 76.3378 64.378 59.8262 56.5764 43.0536 41.8014 41.0002 40.7635 40.1576 37.7747 35.893 34.349 33.3361 27.989 24.7734 22.2985 threshold=-1.5247683525085447 -0.5651644468307494 -0.52835062146186818 0.16598577797412875 0.41214108467102056 -0.50104811787605275 0.44884520769119268 -0.55147796869277943 -0.24104044586420056 1.4701720476150515 0.12584586441516879 0.84364050626754772 0.26096384227275854 -0.02503865864127874 -0.10410087183117865 0.75066897273063671 -0.17477472871541974 -1.1888452768325803 0.3455625474452973 -0.46609184145927424 0.46483257412910467 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-0.00255024 -0.00500026 0.0177952 -0.020388 0.034426 0.0231003 0.0223166 0.016232 -0.0140362 0.0247486 0.0202589 0.000738719 0.0221317 -0.00218419 0.00178481 -0.0191249 0.00358193 0.0294476 -0.00830704 -0.00412885 7.34495e-05 0.0316119 0.0233737 0.00841909 internal_weight=31936.8 28487.1 25025.7 18555.8 6469.9 15663.9 13296.3 11867.5 1428.78 2891.9 3461.36 4333.81 1342.06 2367.68 2127.63 4117.87 2719.25 2136.09 1680.87 1891.68 686.806 1651.02 476.602 1016.06 215.935 1770.83 325.998 967.379 244.408 128.86 internal_count=120000 96436 84854 65200 19654 52932 45909 41705 4204 12268 11582 12418 4187 7023 8019 11690 7678 7236 4918 6513 2105 6356 1663 3232 728 6171 955 3080 723 358 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=31 num_cat=0 split_feature=504 517 500 501 516 503 497 516 437 444 404 503 395 500 347 501 498 516 504 409 385 256 499 437 516 503 506 241 428 501 split_gain=2574.96 3191.45 631.953 615.305 358.815 366.92 239.583 172.261 115.532 112.503 111.591 94.222 80.0036 75.1569 71.2575 65.0185 61.0494 53.2201 49.6967 48.5676 43.7422 40.6699 39.2251 35.2968 34.617 33.2485 35.8988 33.0158 32.0479 29.8616 threshold=-0.61967068910598744 0.5709761679172517 -0.12578472495079038 0.48275098204612737 0.13353777676820758 -0.015627991408109661 0.035928979516029365 -0.4016361385583877 2.0269597768783574 -0.15852653235197064 0.9757942557334901 0.65871554613113414 1.0580105781555178 -0.16484922170639035 -0.47024257481098169 0.1680584400892258 -2.0157874822616573 0.71164464950561535 -0.47315289080142969 -0.70508828759193409 0.66186073422431957 0.84472921490669262 0.42719869315624243 -0.32105261087417597 -0.46250809729099268 -0.22395393997430799 -0.39571224153041834 -0.94786462187767018 -0.59604617953300465 0.2780499011278153 decision_type=2 2 2 2 2 2 2 2 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 3 6 4 5 25 -3 12 10 13 11 -9 18 -7 21 -8 28 29 -5 -16 -11 -4 -17 -18 -24 -2 -27 -23 -1 -6 right_child=1 2 14 7 17 9 15 8 -10 20 -12 -13 -14 -15 19 22 23 -19 -20 -21 -22 27 24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.035243055977530191 -0.018666335277735101 -0.021638769710031883 -0.022090905566612293 -0.0022286219368591203 -0.026081844964889037 0.019708036176094765 -0.034081138914503727 0.028118467582078116 -0.02281907546382848 0.024311154983470969 0.03915994890453274 0.012263919530720849 -0.013961112146254454 0.0011014304168637545 -0.020223753440790113 -0.037085552626375633 -0.019716319355204254 -0.034562432137851318 0.020410300590856939 -0.034555990867255269 0.00100735754406426 0.053218934889096063 -0.020363892378494636 -0.037016197869002412 0.031536099227618374 -0.013418429262476474 0.0092940526375375233 -0.012210139354672153 -0.02147954329473226 0.00016262406710254929 leaf_weight=44.572083607316017 765.85216793417931 398.95410096645355 2522.4245372563601 311.64724190533161 181.01783579587936 878.6867728382349 44.508489683270454 5956.1530145853758 110.66184337437153 2970.4567205160856 1942.8684178888798 1113.7608009427786 279.01654607057571 1420.8114296793938 737.63034687936306 22.56085878610611 319.9560619443655 462.47876839339733 1084.7498044371605 3026.0347938537598 216.50065450370312 32.143157690763474 33.259130641818047 4021.6911432147026 817.61642552912235 403.72002921998501 305.35615527629852 47.683544918894768 56.110827848315239 268.97524777054787 leaf_count=158 2652 1546 11186 981 604 2508 205 17365 330 8388 5995 3338 905 4164 3513 72 1574 2703 3072 15799 635 106 110 26263 2366 1347 904 183 241 787 internal_value=0.00036399 0.00629979 -0.0208249 0.0174604 0.00683009 0.010695 0.0107005 0.0252108 0.0279173 0.0166471 0.0285411 0.0256217 0.0104688 0.00821413 -0.0273473 0.0247619 -0.0348502 -0.0226481 0.0153544 -0.031749 0.0227297 -0.0209781 0.0277697 -0.0357429 0.0294994 -0.011442 -0.00363056 0.0141067 0.00359186 -0.010387 internal_weight=30797.9 26355.5 7682.82 18672.7 7873.86 6961.38 1316.9 10798.9 9123.44 5486.46 9012.78 7069.91 1675.41 2299.5 6365.92 917.945 4442.33 912.472 1396.4 3763.67 3186.96 2602.25 873.436 4341.65 850.876 1474.93 709.076 79.8267 100.683 449.993 internal_count=120000 91764 35086 56678 24692 20598 4299 31986 27028 15695 26698 20703 4958 6672 30787 2753 28236 4094 4053 19312 9023 11475 2548 27837 2476 4903 2251 289 399 1391 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=31 num_cat=0 split_feature=501 517 514 516 510 398 516 499 466 283 499 466 516 501 499 308 501 516 501 495 412 499 501 490 398 410 512 516 412 510 split_gain=6188 2284.41 1114.71 1092.62 570.363 349.011 239.49 235.352 187.849 183.465 163.727 143.835 133.857 131.663 114.277 97.3564 90.1365 138.838 80.8786 126.35 70.8344 69.6443 68.3552 61.654 57.1372 57.135 51.1665 49.689 49.3885 48.9866 threshold=-1.5247683525085447 0.35144518315792089 0.55881962180137645 1.0682604312896731 0.9941241741180421 -0.52706485986709584 0.33746629953384405 0.44043914973735815 -0.56713777780532826 -0.64334866404533375 0.44043914973735815 -0.57985687255859364 0.92148381471633922 0.62973430752754223 0.34113110601902014 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530 48541 523 288 222 6811 417 internal_value=-0.00179056 -0.0145774 0.0025249 -0.0303887 0.0187455 -0.0144089 2.64847e-05 -0.000324057 0.00729919 0.0334469 -0.0079764 0.00145575 -0.0268916 0.0195924 -0.0316462 0.0384977 -0.0340348 -0.021426 -0.0288067 -0.0142758 -0.0128518 -0.0334073 0.0328343 0.00214413 -0.0357531 0.0175755 0.0378762 0.0062733 0.0415234 0.0189037 internal_weight=27187.6 21119.3 10145.3 10973.9 5181.94 4963.39 2279.69 2332.26 1895.43 2902.25 1832.59 1310.32 2631.13 1177.4 522.265 2498.86 10417.6 1249.92 2557.5 697.796 718.03 436.831 447.105 403.382 9167.71 248.621 556.293 214.662 2284.2 182.091 internal_count=120000 96436 37794 58642 17348 20446 8067 8109 6296 9281 6592 4480 12337 3674 2112 7946 56734 5606 12092 2749 2622 1813 1475 1335 51128 805 1908 708 7238 609 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=31 num_cat=0 split_feature=499 504 409 481 508 484 437 418 258 515 497 481 411 517 460 437 402 515 335 451 514 404 452 316 509 452 430 428 249 504 split_gain=1802.91 1231 759.972 380.75 239.59 235.257 211.256 185.219 164.234 153.359 146.919 102.289 95.6282 83.7883 78.656 78.161 67.4627 60.6625 63.1399 50.4308 43.8293 42.5431 42.4551 32.2842 27.4777 26.9107 25.7694 23.9934 25.039 24.9243 threshold=0.26323355734348303 -0.50505650043487538 -0.59283083677291859 -0.56495255231857289 1.0287462472915652 -1.0533216595649717 0.15926908701658252 1.0000000180025095e-35 -0.54812422394752491 2.194137811660767 -0.12061109393835066 -0.56616833806037892 -0.45941981673240656 0.048765201121568687 0.14733500778675082 0.8932476043701173 0.30668494105339056 -0.41621997952461237 0.26487872004508978 -0.20180100202560422 0.38223391771316534 -0.89100778102874745 -0.16844253242015836 -0.27241021394729609 1.3934177756309511 0.67300117015838634 -1.0614609718322752 -0.31317625939846033 -0.22433753311634061 -0.61055871844291676 decision_type=2 2 2 2 2 2 2 2 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 6 5 10 7 21 11 15 -9 12 19 25 13 -7 -14 -5 20 22 -19 -4 -13 -3 -12 -21 -23 -2 -1 28 29 -8 right_child=1 2 3 4 -6 9 27 8 -10 -11 17 16 14 -15 -16 -17 -18 18 -20 23 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.018655356801521548 0.023729283904364389 0.0090739738504487764 0.0088546166976332299 -0.0013409692212605789 -0.034533480447996728 0.007983811899735611 0.030766751115767457 -0.004200774053930329 -0.019482364316799117 -0.035296961312838451 0.036273324597901987 0.0048021880018188157 -0.0026250964248095937 0.023720390498691801 0.017097157668508216 0.024730705196376514 0.022886284808750931 0.00034371458055724047 -0.022829915483263449 0.037808693369259461 -0.026154214276178523 0.029698152424131086 0.0042329985930374854 0.019014664458611323 -0.0060286385793093073 0.041308041278800896 -0.036658289678816375 0.04238764815417187 0.042349234732345489 -0.011213503539604496 leaf_weight=21.03413650393486 557.73377671837807 320.66546046733856 657.57271234691143 3326.8946787714958 944.53129650652409 2085.7301716655493 78.73588003218174 3078.5646969377995 4102.5018374323845 202.73527935147285 155.91727821528912 530.98504839837551 2154.8033947646618 1424.676227003336 660.31107348203659 314.54191143810749 464.35276351869106 1144.0001039654016 395.28713156282902 395.4590058773756 145.58210611343384 1951.4896723181009 307.88413621485233 546.40180592238903 55.075159132480621 360.47542676329613 2888.1652785986662 1953.7467147260904 130.11700490117073 63.81238928437233 leaf_count=73 1721 926 1926 11631 6097 6430 259 11001 16628 1164 450 1583 6915 4127 1949 915 1437 4042 1551 1140 517 5807 943 1581 180 1199 20165 7048 416 179 internal_value=0.00123798 0.00506413 0.000694032 -0.00602795 -0.0103825 0.0123612 0.0297654 -0.008274 -0.0129319 0.00749407 0.00819406 0.0182162 0.00886687 0.0143723 0.00199961 0.000910308 0.00821175 -0.000826407 -0.00560509 0.0194935 -0.00185443 0.0260112 0.0150204 0.0269142 0.0287148 0.0306396 -0.036256 0.0404433 0.0264822 0.0119444 internal_weight=31419.8 28510.6 24225 15369.6 11767 8855.49 4285.54 10822.5 7181.07 6528.26 3602.52 2059.13 6325.52 3510.41 2815.11 3641.44 1140.92 2003.09 1539.29 1599.43 676.567 2327.23 463.801 941.861 2006.56 918.209 2909.2 2226.41 272.665 142.548 internal_count=120000 99762 85403 57905 46272 27498 14359 40175 27629 20585 11633 6457 19421 10557 8864 12546 3537 6986 5593 4647 2100 6913 1393 2721 5987 2920 20238 7902 854 438 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=31 num_cat=0 split_feature=512 517 498 500 499 503 496 507 506 501 385 462 441 504 506 40 511 513 503 404 501 503 293 509 516 335 496 501 501 503 split_gain=2415.34 2726.26 574.255 401.27 247.627 224.167 196.259 155.424 149.583 111.531 125.123 104.1 92.788 92.0388 91.8845 83.7868 78.3565 75.0727 72.7789 68.1265 57.8386 55.6289 54.6864 47.277 41.5971 37.6943 37.0139 39.0748 33.623 32.6625 threshold=-0.30440217256546015 0.78046056628227245 0.31710208952426916 -0.12578472495079038 0.43787509202957159 -0.20917083323001859 -0.12824658304452893 0.17805429548025134 -0.066021423786878572 0.58701813220977794 0.73616614937782299 -0.42062120139598841 -0.48721690475940699 -0.64543122053146351 -0.40833278000354761 -0.37673479318618769 -0.55031362175941456 1.2046880722045901 0.65871554613113414 0.22819674015045169 0.57067057490348827 0.12073223665356637 -0.51367989182472218 0.60244932770729076 -0.43362478911876673 0.11740051582455636 0.31882314383983618 0.60629215836524974 0.50765869021415722 0.66744008660316478 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 4 6 17 26 -3 8 12 10 16 13 -6 -1 -12 -10 -7 21 20 29 -9 28 -5 -8 -21 -25 27 -4 -2 -11 right_child=1 3 5 22 7 9 23 18 15 19 14 -13 -14 -15 -16 -17 -18 -19 -20 24 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.027201558815141587 -0.004917103630501512 -0.024944412449718463 -0.016965914208789564 -0.022888040571504509 -0.012740281690265726 -0.0010779347350246982 0.028647396364039332 -0.015221988029408124 0.034840867869000196 0.026651845997876619 -0.022264040046673917 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494.54682566225529 leaf_count=2342 839 1254 1596 15266 3726 967 1647 2359 1533 8071 934 28460 5017 656 1194 1081 13708 429 2141 292 942 4115 11380 204 7328 135 250 227 449 1458 internal_value=0.000391082 0.00644056 0.015951 -0.0216194 0.00469418 0.0226377 0.00766117 -0.00108358 0.00452775 0.0242402 0.0193436 -0.0326432 -0.00127524 -0.0127387 -0.000694188 0.0222875 0.0220594 0.0197645 -0.0145576 0.0292651 -0.00759681 0.0219159 -0.0269183 0.0228505 0.0356579 -0.00728052 -0.00658143 -0.0115133 0.00590193 0.0244952 internal_weight=30216.4 25539.6 19074.8 6464.86 7108.57 11966.2 990.5 5138.36 3627.4 11344.2 5746.17 4676.76 2733.91 576.814 685.625 893.491 5060.54 1970.21 1510.96 5598.03 1078.1 1879.05 5474.36 675.842 2391.38 108.903 621.983 534.794 421.539 3206.65 internal_count=120000 88542 58656 29886 22631 36025 3240 16799 11357 33952 16803 31458 8743 2998 2128 2614 14675 5832 5442 17149 3301 5403 26646 1986 7620 339 2073 1823 1288 9529 is_linear=0 shrinkage=0.05 Tree=62 num_leaves=31 num_cat=0 split_feature=501 516 511 398 499 398 416 264 499 501 386 422 499 516 512 328 522 433 501 500 438 388 515 446 422 472 499 499 308 395 split_gain=5733.91 1880.84 1571.4 606.935 419.585 366.741 317.345 205.837 202.584 195.163 192.062 177.737 173.261 102.932 101.507 96.399 69.257 58.9131 52.1853 41.108 55.314 39.1886 34.3656 34.6203 25.8139 25.1885 24.398 23.1332 20.9584 17.3936 threshold=-1.5247683525085447 0.80244290828704845 1.2280490994453432 -0.70431238412857045 0.44043914973735815 -0.24913707375526425 -0.48471115529537195 -0.49009247124195093 0.32879020273685461 0.3308039009571076 -0.24811313301324842 0.031055970117449764 0.44043914973735815 -0.24784202873706815 0.70089891552925121 -0.55758783221244801 1.3753650188446047 -0.50954437255859364 0.47634643316268926 1.0194424986839297 0.9704599678516389 0.035780170932412154 4.0318033695220956 -0.80434313416481007 0.65704667568206798 -0.58344250917434681 0.44043914973735815 0.26323355734348303 -0.53949642181396473 1.0818989872932436 decision_type=2 2 2 2 2 2 2 2 2 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 8 7 13 29 25 11 -8 16 -13 -6 -3 24 -5 -17 -16 27 -21 -7 23 -20 -9 -2 -23 -11 -28 -4 right_child=1 14 5 9 6 21 10 15 -10 19 -12 12 -14 -15 18 17 -18 -19 22 20 -22 26 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.04198861774381786 -0.036634364018753772 0.043678435246728382 -0.027521765061684796 -0.029566087730412506 -0.030878897172160538 -0.03094577433132957 0.022931398440468213 -0.018123654223392904 -0.038103091870001882 0.023059027665870049 -0.012650788579572556 -0.031765246772360235 0.012386025185806226 -0.0073721602831945329 0.038362390619001298 -0.0099665963399196353 0.044430551269905201 0.040606927620194855 0.017414225562978777 -0.030444070462015273 -0.00033864938168068733 -0.028392228064747206 0.05306084358176677 -0.035593217623642155 0.035766124040865266 0.052476515377182266 -0.012747754813716561 -0.036152490570631461 0.030337986763711369 0.032472715991560236 leaf_weight=5798.406456515193 8.7549871206283552 1326.0932455509901 154.85148423910141 1915.4808241799474 703.48040443658829 292.47839160263538 1358.82582013309 100.91123619675636 1347.3101945370436 16.368040978908539 525.77560126781464 333.86995802819729 663.77451395988464 1380.1110895574093 94.151816934347153 59.695587888360023 32.013696983456612 1492.1150317639112 46.431461706757545 1075.5935874134302 178.18897598981857 54.173297628760338 19.559544116258621 90.580252125859261 28.35610257089138 73.090402469038963 48.395283818244934 7061.0443321093917 67.094401553273201 12.945126160979269 leaf_count=23564 36 4723 645 9094 3296 1455 4569 381 7019 53 2208 1560 2541 5413 282 192 97 4805 153 5225 639 243 56 391 93 216 188 40593 227 43 internal_value=-0.0019241 -0.014308 -0.0186664 -0.024022 -0.0102318 0.0199708 -0.00186392 0.0299298 -0.0334609 -0.030622 0.0130017 -0.0195537 -0.00238625 -0.0153122 0.0381616 0.0352017 -0.0283449 0.0386577 0.00895685 -0.0345339 -0.0261698 -0.019859 -0.00870703 -0.0175936 -0.00624523 0.0428503 -0.00071042 -0.0360145 0.0122445 -0.022847 internal_weight=26359.9 20561.5 18984.7 16673.7 5397.35 2311.02 3968.19 1848.87 1429.16 11276.3 1884.6 2945.14 997.644 2083.59 1576.82 1681.08 1947.49 1551.81 250.723 8331.19 1253.78 462.141 156.571 137.012 129.267 81.8454 169.663 7077.41 115.49 167.797 internal_count=120000 96436 90831 82559 22757 8272 15486 6159 7271 59802 6777 13292 4101 8709 5605 5471 9191 4997 882 46510 5864 2113 600 544 474 252 658 40646 415 688 is_linear=0 shrinkage=0.05 Tree=63 num_leaves=31 num_cat=0 split_feature=501 504 409 481 454 265 517 475 466 500 340 506 509 421 506 501 503 498 410 502 396 431 501 466 281 452 497 284 422 506 split_gain=1994.82 1076.08 569.96 379.507 257.595 228.396 164.134 161.763 148.202 144.387 91.9033 84.5846 81.0484 80.0991 77.1037 73.1597 56.7324 56.544 52.9348 44.3061 44.2861 42.2743 41.9243 41.8044 41.1839 36.3542 30.4573 30.2123 26.3985 24.4075 threshold=-1.5247683525085447 -0.61967068910598744 -0.70864668488502491 -0.57229241728782643 -0.092470921576023088 1.5319510698318484 0.12387203797698022 -0.15744177252054212 -0.41781134903430933 0.35942614078521734 -0.34723077714443201 -0.3874062299728393 1.3784618377685549 -1.1268699765205381 0.70142716169357311 0.13115307688713077 -0.25504124164581293 0.11950908601284028 0.020089580677449707 0.51544082164764415 -0.62188345193862904 -0.35705685615539545 0.38598485291004186 -0.63377270102500904 -0.30141243338584894 -0.033446779474616044 -0.53183504939079274 -0.7249290645122527 1.6557496190071108 -0.066021423786878572 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 15 6 9 5 7 13 -5 12 11 28 21 -6 29 23 24 -15 -18 -7 -12 -10 -4 -16 -8 -2 -17 -13 -25 -11 -3 right_child=1 2 3 4 8 18 14 -9 20 10 19 26 -14 16 22 25 17 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.036839300903461762 -0.0099365897662832981 0.029159846344557417 0.0021099465375775312 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1693.2226861417294 378.27911084890366 134.70567193627357 484.52974471449852 113.4885405600071 1990.0796465575695 923.0701562911272 782.45575879514217 51.75775907933712 265.40331460535526 leaf_count=23564 354 1269 1255 26063 4735 1004 5489 13532 1957 2258 2230 339 587 642 255 1115 3283 4476 811 1605 5596 1143 419 1393 352 7590 3536 2220 153 775 internal_value=0.00128429 0.00551545 0.00238734 -0.00212641 -0.00584542 -0.00987197 0.0148783 -0.0115783 0.00510103 0.0116169 0.0203531 0.00116174 0.0164012 0.00719123 0.0228387 0.0364213 0.00324387 0.00104516 0.0214573 0.0121757 -0.00324308 0.0138036 -0.00780866 0.0247464 0.00995424 0.0391273 -0.00812983 0.0177484 0.0334161 0.0220637 internal_weight=30917.2 27828.8 25271.3 18563 14609.9 10681.4 6708.26 10129.9 3928.57 3953.09 2153.27 1799.81 1668.92 3413.13 3295.13 2557.55 2697.61 2470.94 551.497 1324.63 2259.66 762.656 192.916 3102.22 237.451 2320.09 1037.16 1266.99 828.64 715.524 internal_count=120000 96436 87025 66804 54285 41410 20221 39595 12875 12519 6246 6273 5322 10445 9776 9411 8401 7759 1815 3835 7553 2398 674 9102 706 8705 3875 3613 2411 2044 is_linear=0 shrinkage=0.05 Tree=64 num_leaves=31 num_cat=0 split_feature=512 517 498 498 390 503 509 503 477 504 501 385 195 506 506 500 506 404 516 516 264 499 153 499 335 404 518 364 509 498 split_gain=2226.86 2534.88 534.628 376.131 230.774 210.397 147.308 129.734 107.193 104.106 85.7521 92.93 84.9319 89.4786 82.2043 79.2419 75.3448 67.1651 66.9079 62.1924 58.2165 58.0303 51.5692 41.3403 40.7664 38.0097 35.1813 34.8011 33.7313 32.5946 threshold=-0.38503928482532496 0.78046056628227245 0.41214108467102056 0.67565608024597179 -0.31010024249553675 -0.1302305459976196 0.58077523112297069 -0.042325172573328011 0.55006843805313121 0.59839013218879711 0.61608353257179271 0.73616614937782299 -0.34054809808731074 -0.15841776132583615 -0.38340730965137476 1.2629730701446535 -0.41270636022090906 0.88425904512405407 1.692680895328522 -0.46775411069393152 -0.49009247124195093 0.41186757385730749 -0.2386459484696388 0.43903708457946783 0.93353980779647838 -1.1925118565559385 -0.71003925800323475 -0.21196105331182477 -0.51641160249710072 0.045434843748807914 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 4 20 9 16 -5 -6 18 12 11 21 13 -2 -13 25 -4 -12 -9 27 -3 -7 -14 -10 -8 -1 29 -17 -18 -22 right_child=1 3 5 6 7 10 24 8 23 -11 17 14 22 -15 -16 19 28 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0011467616625150964 -0.0022844145925279224 -0.018690482964430748 -0.014661459550256101 0.0241986479014328 -0.0092557727625567198 -0.036276233706676417 -0.028888940535162097 0.022337322857704275 0.017407382129347039 -0.024418866237927522 0.025075468948871041 -0.019954848397444866 0.00015273961453141134 0.021919387433420322 0.016089249123188851 -0.024775956470966712 -0.017117658860113152 0.038307028280518803 -0.037528062701127775 -0.037198798639638084 -0.024299303673333484 0.022531545360704973 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0.021889 0.0100202 0.0129477 0.0165855 -0.0045999 0.0238231 0.0198481 -0.000859676 0.00678867 0.00228141 -0.0332563 -0.00168025 0.0288889 0.0212791 -0.0044839 -0.0259952 0.0220629 -0.010252 2.8375e-05 -0.0211254 -0.0348929 -0.0295955 0.0164357 0.0149057 -0.0202451 internal_weight=29653.6 25442.2 19063.3 6378.93 7527.36 11535.9 833.699 4014.67 3449.71 3512.7 10661.3 5974.63 2955.32 1628.61 669.199 4211.43 874.663 4686.63 2687.54 226.843 5545.23 5305.43 1326.71 762.178 260.676 3984.59 3713.79 138.303 383.838 794.482 internal_count=120000 89757 59469 30288 24227 35242 2723 12245 10342 11982 32346 17645 9475 5159 2073 30243 2896 14701 7900 1077 27565 15572 4316 2442 988 29166 19312 513 1134 3635 is_linear=0 shrinkage=0.05 Tree=65 num_leaves=31 num_cat=0 split_feature=501 517 514 516 398 308 499 466 516 501 272 499 516 501 516 501 495 347 398 425 516 509 412 499 422 516 422 435 496 404 split_gain=5319.18 2070.61 963.937 957.515 474.797 359.258 340.943 280.78 277.265 189.065 154.791 137.834 124.002 103.702 150.363 98.0513 170.115 91.9743 62.6819 50.6323 48.0495 44.2423 40.9315 40.7314 38.3795 34.6581 32.1106 25.4228 25.2985 25.1461 threshold=-1.5247683525085447 0.35144518315792089 0.73540532588958751 1.2674531340599062 -0.46068501472473139 -0.67736124992370594 0.44043914973735815 -0.69160887598991383 1.0682604312896731 0.61282661557197582 -0.67893967032432545 0.35267814993858343 0.38376969099044805 0.12153398618102075 -0.036332577466964715 0.34383021295070654 -0.60012626647949208 -0.53607553243637074 -1.3737351298332212 -0.0092958072200417501 0.54629918932914745 -0.96856981515884388 -0.73925465345382679 0.44043914973735815 0.77260079979896557 0.14369950443506244 0.47363884747028356 -0.85050442814826954 1.7884873151779177 -0.41469204425811762 decision_type=2 2 2 2 2 2 2 2 2 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 13 6 12 11 22 15 -9 20 27 24 14 28 16 -6 23 25 -19 26 -16 -8 -12 29 -15 -7 -3 -2 -4 right_child=1 2 5 -5 8 10 7 9 -10 -11 17 -13 -14 18 21 -17 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139.3281484991312 457.26826238632202 46.562322825193405 2020.9886498972774 319.04860143363476 1893.5562542229891 8113.1279452368617 234.64949436485767 52.673728853464127 135.85018727183342 358.55561074614525 153.46821466088295 144.54486352205276 108.23574900627136 101.26384341716766 63.581272691488266 10.527550086379049 291.79686318337917 leaf_count=23564 4469 34 666 1744 2165 639 1054 5590 556 1281 184 2343 475 2246 172 10537 1119 6230 49102 760 186 439 1284 479 477 436 351 199 34 1185 internal_value=-0.00204034 -0.0140253 0.00243589 -0.0297165 -0.00904273 0.0239009 0.00383847 0.0112726 -0.023502 0.0197478 0.0326248 -0.0301858 -0.00630356 -0.0330878 -0.01865 -0.0270253 -0.0125256 0.037088 -0.0349255 0.0401293 -0.000147391 0.0228062 -0.0186702 0.0045706 -0.0158289 -0.0188068 -0.00886175 0.03418 -0.0268525 -0.0226356 internal_weight=25576.8 20040.5 9780.17 10260.3 6372.32 3407.84 3369.92 2765.82 3002.4 2155.82 2644.26 604.104 763.579 9783.77 1105.14 2849.32 828.333 2327.43 8678.63 2128.21 316.835 182.413 609.997 199.221 624.251 565.504 264.161 72.9653 922.727 479.706 internal_count=120000 96436 37794 58642 26162 11632 11785 9209 14377 6871 8829 2576 2803 56898 5114 13821 3284 7653 51784 6990 1176 611 2338 663 2328 2682 990 233 4503 1851 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=31 num_cat=0 split_feature=501 504 409 516 437 516 435 517 503 516 422 421 501 506 517 411 500 398 501 412 413 264 452 361 504 506 503 296 494 507 split_gain=1857.51 990.128 510.381 366.413 277.004 236.53 251.524 148.749 136.442 112.849 89.6599 72.9035 70.9837 70.8689 67.351 52.0808 49.7414 43.2242 39.1869 38.3488 42.1861 37.8732 36.6911 36.1371 31.0828 22.6909 21.363 19.2532 17.6033 15.3642 threshold=-1.5247683525085447 -0.61967068910598744 -0.70864668488502491 0.16598577797412875 1.2243368029594424 -0.43817432224750513 -0.78326719999313343 0.12387203797698022 0.28259482979774481 1.4701720476150515 -0.31811060011386866 -1.1268699765205381 0.13115307688713077 0.70142716169357311 1.0000000180025095e-35 -0.52570772171020497 0.37543454766273504 -0.21543604880571363 0.38598485291004186 -0.69350880384445179 -0.81624960899353016 -0.33524689078330988 -0.033446779474616044 -0.64802810549736012 0.30846221745014196 0.30196300148963934 -0.15370092540979383 -0.47362340986728663 0.35752008855342871 0.46789667010307318 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 12 7 4 5 8 -7 11 -4 10 17 25 21 19 23 16 -13 -5 -15 -9 -21 -2 -14 -6 -12 29 -17 -27 -20 -3 right_child=1 2 3 9 14 6 -8 13 -10 -11 24 15 22 18 -16 26 -18 -19 28 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.036593369004214463 -0.010602252393199339 0.021482291714151933 0.021956525887025291 -0.0080831379000446957 0.040636901612455215 0.0085162341186549428 -0.0075869995075569354 0.028925616939193668 -0.0027739687537921705 -0.03713094774699232 -0.026137981015247308 0.00014918352171330507 0.022678070831146455 -0.042503576229513777 0.045863493351264079 0.017257956792734307 0.017140387006787064 0.019441318546843236 -0.0092484574554472492 0.0066181016707296649 0.024400671714595548 0.02948088884447686 0.040936936621696556 0.0072180694939628608 -0.010846477285886289 -0.014035826831354865 -0.0085862816755374292 0.024546214157063758 0.027113667682722747 0.04249169646461029 leaf_weight=2917.3167377263308 117.80386321246624 473.30864843726158 1641.539960205555 349.78938274085522 110.98962676525116 3294.8134117871523 9181.5846652686596 1644.9688284099102 844.16723561286926 655.73123513907194 844.92304843664169 895.17157775163651 323.41064265370369 56.652188658714294 362.69386191666126 87.855962634086609 831.18808601796627 240.5869944691658 73.964045777916908 536.47508978843689 885.83480617403984 117.51075448095798 1913.5504059195518 299.79959820210934 550.43792222440243 75.712330654263496 869.07697847485542 56.235290512442589 60.186646208167076 107.60317620635033 leaf_count=23564 337 1347 4751 1235 315 10742 34510 4994 2508 4127 3551 3000 1115 255 1129 244 2321 801 231 1518 2590 369 7590 865 2270 230 2836 166 188 301 internal_value=0.00134177 0.00536587 0.00238414 -0.00191186 0.000980547 -0.000527559 -0.00333396 0.014249 0.0135561 -0.0191436 -0.0131997 0.00692446 0.035552 0.021882 0.0301558 0.00314606 0.00833333 0.00312641 -0.00766126 0.0237216 0.0176978 0.00939714 0.0383005 0.0162672 -0.0201106 0.0211374 -0.00620674 0.00237588 0.00703619 0.0253891 internal_weight=30420.9 27503.6 25031.3 18377.1 15735.6 14962.1 12476.4 6654.23 2485.71 2641.47 1985.74 3396.15 2472.28 3258.08 773.483 2683.29 1726.36 590.376 190.803 3067.28 1422.31 235.315 2236.96 410.789 1395.36 712.859 956.933 131.948 134.151 580.912 internal_count=120000 96436 87025 66804 54820 52511 45252 20221 7259 11984 7857 10445 9411 9776 2309 8401 5321 2036 674 9102 4108 706 8705 1180 5821 2044 3080 396 419 1648 is_linear=0 shrinkage=0.05 Tree=67 num_leaves=31 num_cat=0 split_feature=512 517 498 500 499 503 509 340 136 507 504 500 499 507 431 451 499 509 507 409 491 431 86 505 347 335 404 384 335 517 split_gain=2052.7 2320.65 485.599 352.704 211.893 194.661 162.805 159.873 92.2316 88.0732 80.0506 78.0209 76.8958 77.3808 94.3444 69.088 66.4759 65.795 57.323 56.2009 51.6825 55.2179 47.7608 45.3426 39.7122 39.5918 37.5986 29.9859 34.4381 27.1465 threshold=-0.38503928482532496 0.78046056628227245 0.41214108467102056 -0.12578472495079038 0.43787509202957159 -0.20917083323001859 0.59166580438613903 0.30367302894592291 -0.43774510920047754 -0.10871114581823348 -0.49817091226577753 1.2629730701446535 0.41186757385730749 -0.60634532570838917 0.42132271826267248 -0.53337499499320973 0.29076987504959112 -0.57888805866241444 -0.74642744660377491 -0.6972350776195525 -0.99169403314590443 1.2461981773376467 -0.1961751654744148 0.64607912302017223 -0.49632912874221796 0.93353980779647838 -1.1925118565559385 0.60232466459274303 0.33064222335815435 1.8840520381927492 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 4 6 16 -4 29 9 15 10 -6 26 -7 14 -14 -9 -2 -15 -13 -5 -18 -22 -10 -11 27 -8 -1 -21 -29 -3 right_child=1 3 5 19 7 12 25 8 22 23 -12 18 13 17 -16 -17 20 -19 -20 24 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0014361228440368851 -0.025720158212775901 0.023495318425054007 -0.0067527754901983697 -0.01844609455295947 -0.020113736157725767 -0.03242468263952715 -0.028335388966726296 0.032749442453398017 0.0060245635388868233 -0.011999798407877351 0.0047676683047753925 0.02173711586223695 0.019334070664835959 0.001704205163732795 -0.016247889060844314 0.0086511075353416737 -0.01218195455213349 0.024853056009575294 -0.028923910827127641 -0.025092162079851391 0.024500621856127749 -0.0055099292246485439 -0.016729118807770879 -0.03262866077351869 -0.03338252307432598 0.026496905562749973 -0.035222181426968563 -0.013297536038826727 0.046803248711793775 -0.028534397815760143 leaf_weight=71.017236202955246 83.169193841516972 621.67879603803158 599.8191841840744 1719.3111929967999 419.52152653038502 63.181133344769478 286.31232616305351 511.82451763749123 696.20313064008951 919.71608801931143 1407.3373751193285 109.35136760771275 622.35858903825283 317.67971806228161 265.63375610113144 711.88513117283583 118.30251714587212 9518.144264549017 113.82440889626741 1092.614863499999 1731.0793411433697 167.83599887788296 344.6791882365942 375.85501755774021 2293.4565588235855 37.023499220609665 3706.3829245790839 115.87154600024223 29.897254079580307 25.955607935786247 leaf_count=329 396 1904 2052 8842 1787 208 1153 1516 2202 2903 4280 379 1863 883 893 2270 390 29343 698 4910 4990 530 1119 1844 12626 123 28837 540 106 84 internal_value=0.000427442 0.00572996 0.0144599 -0.0207505 0.00456866 0.0209634 0.00692891 -0.000682685 0.00943032 -0.00801897 -0.000944171 -0.0328343 0.0225051 0.0228294 0.00868383 0.0187363 0.018039 0.0241059 -0.00408008 -0.0258696 0.0198468 0.0218454 -0.0015062 -0.0179903 -0.0294814 -0.0220351 -0.0345316 -0.0222504 -0.000912922 0.0213983 internal_weight=29096.9 25096.3 18874.2 6222.12 7487.41 11386.8 970.97 5387.02 2264.59 3122.43 1826.86 4000.58 10787 10723.8 887.992 1223.71 2100.39 9835.82 223.176 5251.15 2017.22 1898.92 1040.88 1295.57 3531.84 323.336 3777.4 1238.38 145.769 647.634 internal_count=120000 89757 59469 30288 24227 35242 3264 17921 7107 10814 6067 30243 33190 32982 2756 3786 6306 30226 1077 27024 5910 5520 3321 4747 18182 1276 29166 5556 646 1988 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=31 num_cat=0 split_feature=501 517 516 308 398 516 516 283 468 413 450 499 501 516 501 495 412 272 499 438 398 501 501 510 511 499 510 497 516 497 split_gain=4930.03 1960.16 905.55 897.621 552.151 435.454 351.849 295.615 152.23 134.065 116.925 115.052 103.045 144.395 100.871 151.385 88.6793 83.1666 75.7725 64.2601 60.4517 59.7792 50.9722 45.5322 43.1921 38.2665 33.4404 32.599 30.1333 27.0335 threshold=-1.5247683525085447 0.35144518315792089 1.2674531340599062 -0.67736124992370594 -0.32736390829086298 0.71164464950561535 0.41009381413459783 -0.64334866404533375 -0.44462753832340235 -0.78160822391509999 -0.93707594275474537 0.44043914973735815 0.15016409754753116 -0.036332577466964715 0.40411214530467993 -0.60012626647949208 -0.71169763803482045 -0.12830071151256559 0.44043914973735815 0.7337227761745454 -1.3737351298332212 0.34383021295070654 0.3750042617321015 -0.93281498551368702 1.3795545101165774 0.44043914973735815 0.58504721522331249 1.2136543989181521 0.14369950443506244 0.95215097069740307 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 12 6 7 14 9 11 21 16 -10 -5 13 27 15 -6 -3 -13 -18 -11 28 -9 -8 -15 -16 -21 -24 -2 29 -14 right_child=1 3 -4 4 5 -7 22 8 10 19 -12 17 20 23 24 -17 18 -19 -20 25 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.040738337882383457 -0.028607398345155785 -0.026788566293837957 0.038788768168475048 -0.039230915171220342 -0.025088251917600547 0.041645458561778953 0.045446481319575661 0.034620532190343882 -0.01281708856248024 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40.192978784441948 104.92558433115482 6.2979006618261328 leaf_count=23564 4847 1578 1744 679 1390 1447 724 248 420 9221 8445 1243 2151 200 4425 921 500 700 2301 649 48625 675 403 478 183 1345 297 150 426 21 internal_value=-0.0021479 -0.0137379 -0.0293367 0.00235467 0.0153249 -0.00665695 -0.0156519 0.0265667 0.0336698 -0.0206458 0.0370598 -0.0015801 -0.0326889 -0.0189488 -0.018583 -0.00322015 -0.00674448 0.00867222 0.00268346 -0.0273259 -0.0346759 -0.0043527 0.0281308 0.0198041 -0.0294195 -0.0117575 0.0102152 -0.0267469 -0.018421 -0.0242658 internal_weight=24796.3 19521 9912.71 9608.25 5585.37 1889.77 4022.88 3695.6 2951.04 3611.16 2709.59 744.556 9447.94 1194.13 1515.7 627.167 1172.39 585.161 797.238 2438.77 8253.8 241.45 411.721 199.907 888.536 522.132 202.575 994.226 536.422 431.496 internal_count=120000 96436 58642 37794 20776 8366 17018 12410 9788 15594 8865 2622 56898 5675 6919 2311 4379 1943 2801 11215 51223 923 1424 678 4608 1994 700 4997 2598 2172 is_linear=0 shrinkage=0.05 Tree=69 num_leaves=31 num_cat=0 split_feature=501 504 409 516 437 457 516 510 517 516 295 501 421 438 516 281 272 411 498 264 438 272 484 424 291 501 403 450 514 162 split_gain=1730.02 910.548 458.518 337.915 252.175 214.198 280.591 142.304 134.85 109.744 71.0566 69.8146 66.5077 65.0925 59.4999 58.796 50.4152 47.6459 44.322 42.6399 37.9333 29.5938 26.6624 24.5475 22.9313 22.6642 21.6056 21.1602 21.0543 20.2725 threshold=-1.5247683525085447 -0.61967068910598744 -0.70864668488502491 0.16598577797412875 1.2243368029594424 -0.44890999794006342 -0.40351140499114985 1.3180559873580935 0.12387203797698022 1.4701720476150515 -0.32739408314228052 0.38224689662456518 -1.1268699765205381 1.1603875756263735 0.46742923557758337 -0.29279725253581995 -0.68142521381378163 -0.52570772171020497 0.11950908601284028 -0.29246306419372553 1.6787143349647524 1.6090897321701052 -1.1575275063514707 -0.66151154041290272 -0.62658879160881031 0.43785788118839269 0.11853571608662607 -0.70187997817993153 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0.022978538713172843 leaf_weight=2753.9693306759 74.921034380793571 710.04721814393997 4978.8100352436304 605.66012614965439 88.135712131857872 2383.6264673769474 6988.3866951912642 499.2816321849823 2662.1060017049313 622.34093836694956 162.6784276664257 1876.7083397358656 827.90124699473381 37.55504509806633 24.339505672454834 271.40045607089996 770.14112286269665 893.65521842241287 890.89138282835484 371.17212718725204 226.57018603384495 61.718295633792877 71.228072710335255 115.20723906159401 121.27362671494484 60.52307653427124 142.58996959030628 541.76882022619247 43.416939005255699 56.91318541765213 leaf_count=23564 240 2044 15439 2275 253 7423 27495 2154 8029 4127 472 7686 2320 141 72 977 2990 2910 3001 1163 639 174 334 325 359 203 421 2451 149 170 internal_value=0.00139718 0.00522346 0.00238321 -0.00171245 0.0010559 -0.000385639 -0.00497699 0.00746835 0.0136711 -0.0184848 0.0290573 0.0347122 0.00669102 -0.0126589 0.020991 0.018304 -0.00673293 0.00307085 0.00803966 0.0414857 0.0225247 0.0244956 -0.00909434 0.00680057 0.000231268 -0.0180061 0.0103337 -0.0267197 -0.0101799 -0.00590826 internal_weight=29934.9 27181 24793.2 18192.1 15614.7 14850.1 9372.01 5478.09 6601.1 2577.47 764.576 2387.72 3379.41 1955.13 3221.69 511.012 1375.8 2669.36 1718.79 459.308 3065.6 2723.82 156.091 341.777 239.612 131.751 305.268 579.324 164.691 950.568 internal_count=120000 96436 87025 66804 54820 52511 34918 17593 20221 11984 2309 9411 10445 7857 9776 1725 5265 8401 5321 1416 9167 8203 609 964 748 537 893 2592 508 3080 is_linear=0 shrinkage=0.05 Tree=70 num_leaves=31 num_cat=0 split_feature=504 517 498 501 507 503 497 437 385 451 497 498 272 497 452 498 501 516 506 258 347 453 516 499 256 522 422 428 499 501 split_gain=1897.55 2273.85 482.884 467.111 274.39 303.845 178.735 123.157 111.161 106.972 74.4924 72.3424 69.6507 66.4645 60.2024 58.2913 57.1805 51.2139 50.1858 44.899 41.7468 38.6913 36.9531 35.1635 32.2408 30.762 29.4993 27.7839 27.2433 26.6991 threshold=-0.61967068910598744 0.5709761679172517 0.59118917584419262 0.51669979095458995 0.46789667010307318 -0.042325172573328011 -0.065304663032293306 2.0269597768783574 0.79105156660079967 -0.22302067279815671 0.093232851475477233 0.66888660192489635 -0.6659746766090392 -0.5636705458164214 0.63357189297676098 -2.0157874822616573 0.1680584400892258 -0.45689554512500757 -0.26587647199630732 -0.15010847151279447 -0.54568076133728016 -0.66103973984718312 0.64727765321731578 0.42719869315624243 1.3559312820434573 -0.24330901354551313 0.37099415063858038 -0.59604617953300465 0.43878015875816351 0.30789424479007726 decision_type=2 2 2 2 2 2 2 2 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 3 12 4 5 29 -4 9 13 17 14 22 28 -7 -11 27 -8 -5 -10 -19 24 -17 -6 -18 -14 -25 -12 -1 -3 -2 right_child=1 2 6 7 11 8 16 -9 18 10 26 -13 20 -15 -16 21 23 19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.033717625254728184 -0.018501451100372542 -0.0083624046266027839 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1588.4629743397236 2340.9946669563651 3425.0183695107698 319.63515380769968 35.71043473482132 21.464802607893944 812.62576551735401 1157.8366638720036 52.616515696048737 1832.608427233994 801.6099301725626 leaf_count=158 2053 2291 1310 379 2074 2381 227 441 1006 3794 5778 1129 4899 13291 1045 681 78 8626 779 5223 14846 27156 2241 122 76 2465 3660 241 8772 2778 internal_value=0.000445246 0.00537594 -0.0188878 0.0147797 0.0064059 0.0102338 0.00958867 0.0225475 0.01523 0.0232573 0.0179542 -0.0143328 -0.0249794 0.0174724 0.00927663 -0.0332425 0.0206673 0.0287596 -0.00582528 0.029617 -0.0295938 -0.0342908 -0.0213462 0.0235111 -0.0211921 0.0251987 0.0225515 0.0048387 -0.0183857 -0.0106063 internal_weight=28560.2 24913.9 6958.59 17955.3 8641.09 7294.91 1226.1 9314.25 5884.43 9174.59 4672.57 1346.18 5732.49 5318.29 1618.69 3646.29 917.307 4502.02 566.143 4388.63 3371.75 3548.74 985.43 872.18 1030.76 848.336 3053.88 97.5476 2360.74 1410.48 internal_count=120000 91764 35086 56678 27732 22288 4202 28946 17457 28505 14277 5444 30884 15672 4839 28236 2892 14228 1785 13849 19821 27837 4315 2665 4975 2587 9438 399 11063 4831 is_linear=0 shrinkage=0.05 Tree=71 num_leaves=31 num_cat=0 split_feature=501 517 516 308 411 499 499 516 428 466 413 499 412 501 516 501 516 501 450 501 413 512 510 422 501 516 503 511 497 439 split_gain=4576.59 1854.58 849.537 832.832 465.298 332.384 483.737 325.264 215.902 163.287 129.323 112.075 105.279 98.9988 90.4393 88.7672 114.353 55.635 84.6191 48.5223 47.5094 46.5589 42.1867 40.1631 47.4238 33.8687 62.4081 31.6818 30.0161 29.799 threshold=-1.5247683525085447 0.35144518315792089 1.0682604312896731 -0.67736124992370594 -0.52015456557273854 0.44043914973735815 0.38517163693904882 0.41009381413459783 0.41548059880733496 -0.69926846027374256 -0.64257061481475819 0.44043914973735815 -0.71169763803482045 0.33536824584007269 0.46742923557758337 0.15016409754753116 -0.076789978891611085 0.48275098204612737 -0.76959136128425587 0.43145342171192175 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0.0148457 0.0220204 -0.00449985 -0.015266 0.0291149 0.0329594 -0.0201168 -0.0098316 -0.00371746 -0.0111724 -0.0146959 -0.0324687 -0.0194765 -0.0191971 -0.00696541 0.0271908 -0.0343531 0.0347613 0.0153202 -0.0289936 -0.0144434 -0.0257539 -0.0165512 -0.0334983 -0.0266153 0.00650276 internal_weight=24030.4 19009.5 9573.46 9436.07 5487.87 4415.66 931.807 3948.19 3483.86 3180.49 3543.51 1641.89 1347.27 303.362 1072.21 9078.08 1150.38 978.367 477.321 404.682 7927.7 495.388 195.693 1901.62 380.816 1340.1 574.192 565.483 954.684 167.08 internal_count=120000 96436 58642 37794 20776 16067 3811 17018 12256 10786 15594 6269 4924 1470 4709 56734 5606 4368 1830 1424 51128 1908 687 9325 1575 7622 3078 2521 4919 587 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=31 num_cat=0 split_feature=501 504 469 516 265 424 516 500 361 516 511 281 504 501 461 418 496 506 281 517 498 501 412 505 452 388 512 404 33 516 split_gain=1611.43 832.344 419.978 345.446 255.872 194.62 207.135 182.814 137.462 116.931 93.6872 69.6037 69.4641 61.1595 49.6263 49.1372 45.8561 43.9731 42.1077 39.5059 35.6146 33.7229 28.6237 25.7485 22.4042 21.6889 20.2236 17.4097 16.7927 16.3368 threshold=-1.5247683525085447 -0.61967068910598744 -0.53316709399223317 0.16598577797412875 1.1849032044410708 -0.57272499799728382 -0.40351140499114985 0.27746467292308813 -0.23155950009822843 1.4701720476150515 1.3795545101165774 -0.34136119484901423 0.11761392652988435 0.32202665507793432 1.2453565001487734 1.0000000180025095e-35 0.10770688205957414 0.60883125662803661 -0.12260430678725241 0.20581921190023425 -1.8016312122344968 0.34779317677021032 -0.67345273494720448 1.1865451931953432 0.45153415203094488 -0.18035622686147687 0.73572880029678356 -0.4523168802261352 0.050797810778021819 0.23158142715692523 decision_type=2 2 2 2 2 2 2 2 2 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 7 4 5 10 -7 14 18 12 -4 13 23 25 19 -14 -10 20 -6 21 27 -3 -22 -5 -15 -2 -19 -9 -16 -28 right_child=1 2 3 9 8 6 -8 17 16 -11 -12 -13 15 24 28 -17 -18 26 -20 -21 22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.036150365659702505 0.0099305078738588411 0.0078240209536710164 0.010149802368978939 -0.026316115372129134 0.021974050363465079 0.0086310967273489619 -0.0082945688726088623 -0.020730830273379772 0.018149266336288186 -0.036525011137290585 -0.024865102333787442 0.038985872828255698 0.00925317204184351 0.016597215094119846 0.012368706248740615 -0.011505455794565111 -0.0013423273733888009 -0.019856959020818209 0.045296897297967612 0.016758394547067481 0.029194990953983382 -0.0082052305758008315 0.019552285774728864 0.01569344793447305 0.039962529002321945 -0.025282255348663421 0.021262387723344468 0.0153279466792689 0.042997309760136999 -0.0098877765407797986 leaf_weight=2598.1733155176044 99.523341685533524 476.9044813066721 3931.2790031433105 707.71929112076759 356.0173796415329 2345.5381297469139 7877.4890823811293 64.969524443149567 569.79462249577045 629.88509625196457 200.62299253046513 1705.3615674972534 411.91946911811829 186.63417226076126 91.285078942775726 923.93411542475224 640.34368807077408 76.276967316865921 427.91579389572144 296.07590997219086 1480.2618250399828 1049.9629627466202 1616.8948472887278 38.241319268941879 231.073695063591 77.709807351231575 123.60868516564369 68.769665941596031 89.044458821415901 63.471372693777084 leaf_count=23564 306 1509 12198 3005 1138 7221 30298 186 1748 4386 899 7207 1476 665 279 3710 2254 277 1368 927 4538 3826 4630 143 995 238 347 200 264 198 internal_value=0.00144883 0.00508631 0.00239217 -0.00111915 0.00162196 -0.000709093 -0.00441066 0.0145671 0.0184044 -0.0176468 0.0084479 0.0338456 -0.011931 0.0190989 0.00252215 -0.00510044 0.00783192 0.0214709 0.0347155 4.36178e-05 0.0230724 -0.00319517 0.0241633 -0.024154 0.0295412 -0.00548627 0.00180351 -0.00215419 0.0275359 0.0106676 internal_weight=29456.7 26858.5 24558.2 19060.7 16349 14354.9 10223 5497.53 1994.07 2711.7 4131.9 2300.3 2081.81 594.941 2003.27 1335.85 1210.14 3494.25 783.933 1822.94 3230.9 1526.87 3097.16 745.961 417.708 177.233 263.357 133.739 180.33 187.08 internal_count=120000 96436 87025 69844 57124 50616 37519 17181 6508 12720 13097 9411 8334 2204 6805 5186 4002 10376 2506 6262 9554 5335 9168 3148 1660 544 822 386 543 545 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=31 num_cat=0 split_feature=512 517 498 498 516 393 503 225 509 340 206 517 501 501 335 506 264 498 429 506 511 387 497 335 518 503 498 386 484 497 split_gain=1757.34 1972.17 431.427 308.894 184.503 199.069 169.908 122.804 120.014 109.383 87.2464 80.213 78.5214 74.7648 64.7775 61.3706 59.2992 55.814 51.9293 81.333 43.2686 35.9892 34.9242 34.267 34.0679 29.357 29.3026 27.7688 26.7621 25.2407 threshold=-0.49361324310302729 0.78046056628227245 0.41214108467102056 0.67565608024597179 1.2674531340599062 -0.61953315138816822 -0.11947610229253768 -0.14929249882698056 0.58077523112297069 -0.34723077714443201 0.34998184442520147 0.32069005072116857 0.68295410275459301 0.61608353257179271 0.23690252751111987 -0.41270636022090906 -0.49009247124195093 -2.0157874822616573 -0.7748112380504607 -0.41270636022090906 -0.69801840186119068 -0.46162661910057062 -0.5636705458164214 0.93353980779647838 -0.71003925800323475 -0.34146368503570551 0.045434843748807914 0.8708389699459077 -1.137656509876251 1.4869871139526369 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 4 16 5 9 15 11 -5 -2 -9 -7 -11 18 29 -4 -3 20 19 -8 21 -1 -20 -10 26 -17 -18 -28 -26 -15 right_child=1 3 6 8 -6 7 13 10 23 12 -12 -13 -14 14 -16 25 24 -19 22 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_value=-0.011537791184834272 -0.018243506071562995 -0.016818359179145811 -0.012863048024069618 0.021740807716400929 -0.034763184536539087 0.020069438100110588 -0.012250244302195712 -0.014164317694214543 -0.027364642774103432 -0.0024114407742135396 0.019908751500390922 -0.0069565420497404995 0.021225150941780124 0.022035969796856774 0.034625975849507426 -0.012726118339447904 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27965 615 2306 494 147 13611 115 1156 952 360 75 14826 25 internal_value=0.000463657 0.00508492 0.0130871 -0.0198926 0.00386016 0.00544231 0.0193447 0.0128492 0.00887397 -0.0038201 -0.0036527 0.0174637 0.00206099 0.0211877 0.0260752 -0.00135422 -0.0243773 -0.0334563 0.0174413 0.00769295 -0.00434655 0.0177494 0.0197451 -0.0200108 -0.0281717 0.0132937 -0.018826 0.0049741 -0.0308251 0.0217952 internal_weight=28027.9 24667.4 18682.3 5985.12 7550.21 7253.31 11132.1 4030.64 807.053 3222.67 880.578 3150.06 2289.06 10222.2 4434.66 909.918 5178.07 3360.46 5787.52 1106.76 157.379 91.8701 4680.76 248.577 3446.86 400.16 762.802 110.253 2684.05 2955.99 internal_count=120000 91215 60455 30760 25052 22812 35403 12242 2743 10570 2789 9453 7196 32304 14671 3099 28017 28785 17633 3407 820 326 14226 998 19735 1213 3753 435 15982 9487 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=31 num_cat=0 split_feature=501 519 514 499 501 522 330 484 499 516 516 499 272 498 501 501 499 466 272 439 272 516 496 466 499 458 508 516 505 285 split_gain=4252.32 1444.29 638.34 422.862 417.733 477.618 258.407 238.531 218.77 174.149 168.511 150.544 136.178 124.343 117.219 114.668 96.676 88.0715 80.0293 77.4197 109.08 77.3704 65.3728 61.6708 53.7894 51.2521 46.5692 45.2905 44.856 39.8475 threshold=-1.5247683525085447 0.81853768229484569 0.55881962180137645 0.44043914973735815 0.47634643316268926 -0.038370143622159951 -0.30233791470527643 -0.77712178230285633 0.29076987504959112 0.14369950443506244 0.41009381413459783 0.44043914973735815 -0.68640008568763722 -0.77682051062583912 0.2367375120520592 0.63296711444854747 0.36578546464443212 -0.64937275648117054 0.28149834275245672 -0.29615975916385645 -0.60333967208862294 1.0682604312896731 -0.19344424456357953 -0.14640019834041593 0.44043914973735815 -0.5412367284297942 1.9400800466537478 -0.25960417091846461 -0.12591225653886792 -0.42040464282035822 decision_type=2 2 2 2 2 2 2 2 2 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 10 8 5 9 11 18 -2 27 19 16 21 22 -9 17 -4 -13 -7 20 -3 -8 -6 -24 -22 -14 -10 -5 -11 -27 right_child=1 2 6 4 13 7 12 14 26 28 -12 15 25 -15 -16 -17 -18 -19 -20 -21 24 -23 23 -25 -26 29 -28 -29 -30 -31 leaf_value=0.039682619723376979 0.029916578807410821 -0.027367074209971684 0.03658976602024102 -0.03022155093892781 -0.025220884543338623 -0.016883250832856612 -0.018337886380780846 0.045125975088362531 -0.037244482479771072 0.047914520385565006 0.030409661400043086 -0.015739137939876118 -0.0078052413929637276 -0.032518646853202979 0.013944493236290427 -0.017997350776227668 -0.038168474153138426 0.02847925260938667 0.029600438234177552 -0.033574452631332859 -0.026350551008342906 0.04082573217161125 -0.010821942534310012 0.027878059861334542 0.010585476044931137 0.0079254592020074049 0.0396210282422172 -0.013292154206344987 0.0030060310707541843 0.038574867819400768 leaf_weight=4773.9912996739149 125.963872410357 581.93712681531906 51.161572962999344 1521.6348578706384 458.9079737663269 661.26045496761799 201.49598657339811 456.6770438849926 4293.8146064579487 85.84271040558815 186.37946387380362 134.35910359025002 66.509519435465336 3057.7438971847296 888.67621903866529 239.99761555343866 275.03025952726603 689.59667890518904 107.51136216521263 635.27303486317396 123.99050454050303 76.01493813097477 332.6327388510108 148.9446452781558 478.63936793804169 113.17247305810452 19.656056612730026 535.5567881539464 158.30344906449318 1804.3831442892551 leaf_count=23564 456 2920 190 8731 2393 2870 935 1467 27572 303 727 548 248 19052 3314 1124 1502 2427 354 3968 618 311 1397 535 1804 439 72 2803 629 6727 internal_value=-0.00239114 -0.0132424 0.00780708 -0.0225087 -0.0159196 -0.00531635 0.0202557 0.0118391 -0.0349948 -0.0210782 -0.0148493 0.00328647 0.0306835 -0.0276276 0.0245353 0.0124004 -0.0264201 0.0212616 -0.0103731 -0.0194886 -0.0119281 -0.00210509 -0.0117186 0.00114031 0.00297452 0.035272 -0.0368921 -0.0258175 0.0188296 0.0367691 internal_weight=23285.1 18511.1 5657.94 12853.1 8413.69 4415.46 3651.72 2114.13 4439.43 2301.34 2006.22 1390.15 2261.58 3998.23 1345.35 1063.95 326.192 823.956 768.772 1819.84 1184.57 277.511 940.485 481.577 602.63 1984.07 4313.47 2057.19 244.146 1917.56 internal_count=120000 96436 24488 71948 43848 20471 14451 8005 28100 12466 10037 5791 8660 23377 4781 4099 1692 2975 3224 9310 5342 1246 4325 1932 2422 7414 27644 11534 932 7166 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=31 num_cat=0 split_feature=501 504 458 516 265 498 390 516 361 395 335 499 516 498 501 412 501 413 335 281 286 506 516 264 476 385 452 257 441 511 split_gain=1500.98 767.051 387.994 329.447 225.028 210.723 169.864 117.923 117.006 107.232 99.5062 96.747 78.1364 76.6058 69.8356 67.494 59.6847 57.0514 53.8218 53.4286 43.9474 37.0262 36.3471 35.071 32.2947 26.2374 22.0906 20.431 20.152 17.01 threshold=-1.5247683525085447 -0.61967068910598744 -0.53805312514305104 0.050251483917236335 1.4214417338371279 0.019070461392402652 -0.53841897845268238 1.4701720476150515 0.1059413328766823 0.084200758486986174 -0.78164303302764881 0.41186757385730749 -0.45689554512500757 -1.8016312122344968 0.38224689662456518 -0.69350880384445179 0.37111334502696997 -0.60465183854103077 1.2078354358673098 -0.28612399101257319 1.0857952237129214 -0.37086878716945643 0.50382655858993541 0.27654463052749639 1.3777886033058169 0.035847298800945289 -0.033446779474616044 0.10308479890227319 0.35057941079139715 1.1098226904869082 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 14 5 4 6 13 15 9 23 17 -8 -7 25 28 19 -4 -14 -5 22 27 -11 -20 -15 -6 -10 -13 -16 29 -3 -2 right_child=1 2 3 7 8 11 10 -9 24 20 -12 12 16 18 26 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.035951086215890431 0.013228837741629182 0.006512931242071196 0.020949699467593383 -0.0094032303538240051 0.020089852737143556 0.042264676007845323 0.0054198583107680706 -0.036678334623977349 0.013486809972678657 -0.024873392634982852 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141.49141342937946 21.286737099289894 leaf_count=23564 501 427 2688 2467 801 436 6638 4299 1540 5371 23649 386 3075 11147 711 7375 8749 1663 334 969 1268 708 496 1408 765 925 6975 176 410 79 internal_value=0.00149452 0.0049492 0.00238199 -0.00219837 0.00145622 0.011083 -0.00086871 -0.016332 0.020554 -0.0119047 -0.00462556 0.00248688 0.000908498 0.0183858 0.0330777 0.00914109 -0.0017653 -0.000415991 0.0200632 0.0163821 -0.0205798 0.00126275 0.0217469 0.0352323 0.00604988 0.0205965 0.037795 -0.000622631 -0.0067646 0.00759037 internal_weight=29008.2 26558.2 24337.2 15943.7 12667.9 8393.53 11292.9 3275.85 1374.95 2690.76 8211.54 3855.74 3708.8 4537.79 2220.91 3081.38 3265.2 1157.94 4254.28 489.604 1532.82 349.948 3904.33 683.127 691.818 443.604 1731.3 237.404 283.509 180.531 internal_count=120000 96436 87025 59932 44864 27093 40350 15068 4514 10769 30287 13571 13135 13522 9411 10063 11824 4130 12685 1725 6639 1042 11643 2209 2305 1311 7686 756 837 580 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=31 num_cat=0 split_feature=512 517 498 500 390 503 497 503 340 503 516 43 501 385 404 295 506 409 506 498 501 501 499 510 347 225 504 387 505 464 split_gain=1624.98 1818.52 390.943 289.362 187.852 158.11 137.222 111.753 89.8047 89.0016 81.8379 77.7748 70.8461 73.9541 68.9898 64.995 62.0025 59.437 56.2069 55.3288 51.0701 50.3186 47.0411 40.7001 40.2488 38.8462 35.5969 35.015 33.6571 33.1806 threshold=-0.49361324310302729 0.78046056628227245 0.41214108467102056 -0.12578472495079038 -0.31010024249553675 -0.11947610229253768 0.035928979516029365 0.14916650205850604 -0.3108092844486236 0.9956195354461671 1.692680895328522 -0.22687558084726331 0.61608353257179271 0.79105156660079967 0.88425904512405407 -0.13528618961572644 -0.38340730965137476 -0.70508828759193409 -0.41270636022090906 -2.0157874822616573 0.59671455621719371 0.53848969936370861 0.41186757385730749 -0.61314499378204335 -0.45742417871952051 -0.061691815033555024 -0.3210561722517013 -0.46162661910057062 0.70725923776626598 -0.68306681513786305 decision_type=2 2 2 2 2 2 2 2 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 4 6 9 18 -3 21 15 11 -10 20 13 22 28 -9 -15 -5 -4 23 -2 -6 -7 27 -19 -13 -23 -1 -14 -8 right_child=1 3 5 17 7 12 29 8 10 -11 -12 25 14 16 -16 -17 -18 24 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011907002673450622 -0.0020269463486535105 -0.021025822180924858 -0.012512204306165613 -0.016155576745489571 -0.010140745068189003 -0.034472387853114322 0.033988785223811435 -0.016841668537990597 0.022900442190075004 -0.030756291894350453 -0.035939485383940616 -0.007862430089328935 0.023357839605744703 -0.019619632568667247 0.035254159606024037 0.012750420917849349 0.013114449922416388 -0.02111909304575478 0.012605993245623637 -0.034599408176212654 0.014636814101150676 -0.015311256503674292 0.019090743045513975 -0.035734058639183892 -0.032368108049175497 -0.030108433377957808 0.023801162774082577 0.049220418508967134 0.0085452988282315994 0.010336946570318736 leaf_weight=49.744149371981621 1448.8188463896513 313.58480130136013 506.32590492069721 1541.637730166316 730.30421559512615 41.169916480779648 241.99523276090622 297.5876324698329 2129.6028027758002 300.06115116178989 60.630296483635902 804.47294638305902 2683.9256977140903 239.12094201147556 1222.5661038085818 492.3696718737483 365.85262820124626 1300.7182806655765 397.38007367402315 3028.3461419343948 673.18003350496292 77.537352323532104 5087.0663406997919 60.820839114487171 2064.4569245204329 259.9751962646842 230.69418875873089 43.970614403486252 448.91895846277475 385.35391753166914 leaf_count=185 4749 1335 1886 8521 2439 136 787 1068 6123 1861 490 2687 8753 785 4494 1533 1154 6286 1213 27965 2171 298 15558 488 12658 967 666 147 1424 1173 internal_value=0.000486362 0.00487905 0.0125627 -0.0194248 0.00376484 0.0185691 0.00596945 0.011133 0.0160552 -0.00472677 0.0212678 -0.00227317 0.0203638 0.0167087 0.0251737 0.00159563 0.000166658 -0.0242954 -0.00146146 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threshold=-1.5247683525085447 0.81853768229484569 0.55881962180137645 0.44043914973735815 0.46516181528568273 0.14369950443506244 -0.5224449336528777 0.47634643316268926 0.29076987504959112 0.41009381413459783 -0.56095194816589344 -0.95975682139396656 0.091506041586399092 -0.39659406244754786 -0.38610580563545221 -0.073356989771127687 0.59129914641380321 0.29773791134357458 -0.65943428874015797 -0.7249290645122527 -0.33300586044788355 -0.16553859412670133 -1.0377153158187864 -1.1277221441268919 -0.69920870661735524 -0.044350627809762948 -1.0844838619232176 -1.4209610223770139 0.15016409754753116 -0.82941696047782887 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 9 8 5 13 17 26 -2 18 16 -6 -13 14 -5 -14 23 22 20 -12 24 -15 -4 -8 -3 -21 -7 -9 29 -20 right_child=1 2 6 4 11 7 10 27 -10 -11 19 12 15 21 -16 -17 -18 -19 28 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.039216655266293358 0.028964798578133579 -0.020112402175501577 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1945.8144315108657 404.5225920304656 1322.8949413299561 420.29251838475466 323.40193794667721 159.44827767461538 292.66292559355497 504.77795521914959 498.10495612025261 1027.6179397180676 56.960629120469093 leaf_count=23564 456 280 370 3270 1613 278 201 337 27644 727 598 946 2352 19047 3113 1281 571 584 280 7423 1735 7003 2089 1488 524 1127 1841 2767 6309 182 internal_value=-0.00251262 -0.0129932 0.00748714 -0.0220571 -0.0154736 -0.0214633 0.0195878 0.00216721 -0.0347195 -0.0145326 0.0263007 0.0107036 0.0194476 -0.0264412 -0.0126539 0.0268666 0.00181814 -0.00938235 -0.0190331 0.0316639 -0.00476542 -0.0304175 -0.0189441 -0.0113644 0.0164869 0.0337935 0.0240822 -0.0189481 -0.0268877 0.00246236 internal_weight=22584.8 18051.3 5537.81 12513.5 8233.35 6700.42 3574.01 1165.72 4280.1 1963.81 2901.79 1532.93 1166.67 5534.7 1239.3 1020.99 521.63 672.22 1781.17 2380.16 632.691 4295.4 526.948 384.893 228.169 2238.48 572.137 593.582 1148.48 120.857 internal_count=120000 96436 24488 71948 43848 37656 14451 5223 28100 10037 11408 6192 4579 32433 6383 3633 2260 3043 9310 9148 2539 26050 2459 1689 804 8550 2119 3104 6771 462 is_linear=0 shrinkage=0.05 Tree=78 num_leaves=31 num_cat=0 split_feature=501 504 516 457 516 437 466 335 511 497 281 281 421 501 501 498 281 272 412 497 291 512 514 286 455 295 505 505 332 392 split_gain=1397.93 707.082 362.379 342.547 260.823 194.615 181.688 147.351 121.973 121.628 118.959 93.4861 92.2654 81.3235 69.6437 54.0839 50.9211 45.1052 37.7366 21.6332 19.9734 19.4119 17.9726 15.3787 17.4226 15.024 14.0597 13.579 12.7137 12.2273 threshold=-1.5247683525085447 -0.61967068910598744 1.0682604312896731 -0.41650967299938196 -0.39038227498531336 0.43466015160083776 -0.63377270102500904 -0.73156827688217152 1.3091176748275759 0.37319760024547582 -0.3182432353496551 -0.17885699123144147 -0.35576324164867396 1.0000000180025095e-35 0.38224689662456518 0.019070461392402652 -0.29279725253581995 -0.57404980063438404 0.31395594775676733 1.2136543989181521 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46.0693 40.0919 39.6276 35.7735 31.4464 30.1407 29.4042 26.6414 26.2182 24.4241 23.7545 22.8591 21.6118 26.7462 20.3322 19.1945 18.2565 threshold=-0.61967068910598744 0.5709761679172517 -0.12578472495079038 -0.12455070391297339 1.2674531340599062 -0.50234854221343983 -0.065304663032293306 -0.088936313986778245 -0.52692392468452443 -0.6659746766090392 -0.20359489321708676 0.65314552187919628 -0.40166959166526789 -0.22689064592123029 -0.47024257481098169 -0.68306681513786305 -0.30397330224514002 0.95987513661384594 -0.19098192453384397 -0.39439024031162256 -1.9742886424064634 -0.51641160249710072 -0.71272113919258107 -0.30187740921974177 0.99961143732070934 -0.14521797746419904 -0.48150657117366785 1.2428111433982851 1.447870194911957 0.18761629611253741 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 3 6 13 5 11 -3 8 -7 24 20 18 -9 -2 17 -8 -15 -11 -5 -13 29 -18 -16 -17 25 -4 -27 -12 -29 -1 right_child=1 2 9 4 -6 7 15 12 -10 14 27 19 -14 16 22 23 21 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.021921872062132416 -0.013742128265538448 -0.022039347147133119 -0.017594741332976189 0.0037942767847295583 -0.031078674599703073 0.02479079305321906 0.031701296300914998 0.032377519612458071 0.01662134233435146 -0.022557985241361014 -0.035492608325760309 0.0071960355862321834 -0.0034411443815526178 -0.0077695828946894715 -0.014252582906129045 -0.013701238752045933 -0.024564978387134881 0.018455180392542191 0.0173985329843315 -0.011530156208022162 -0.017480550505673941 0.022729243505794333 -0.034415960350375967 0.014655541845686884 -0.032474354896055567 -0.015335021039945801 0.011927806113581921 -0.024303211543780148 0.030121683453198708 0.054480687641377826 leaf_weight=11.687816381454466 1036.9504897519946 304.61513304710388 1642.5248515680432 981.45729476213455 338.34227517992258 4536.6826103776693 348.205152310431 113.84339655190706 7552.5590911731124 1090.911721251905 2663.8236800730228 317.21149419248104 656.41929250955582 312.26229573786259 165.50573322921991 87.660826057195663 33.180651947855949 48.622182428836823 697.24821962416172 616.40845382213593 350.14840011298656 240.79965978860855 1745.1381684541702 461.48871666938066 210.38908614218235 220.94330108165741 151.44889552146196 65.094037570059299 21.399519264698029 22.816437140107155 leaf_count=48 3621 1359 7997 3029 2647 15185 1199 341 23018 5754 25391 934 1962 1107 996 285 106 216 2091 1887 2279 750 12791 1456 1401 1008 624 370 74 74 internal_value=0.000507045 0.00478201 -0.0175347 0.0130742 0.0151774 0.0161895 0.00822199 0.0186196 0.0196877 -0.0234041 -0.0320962 0.00422484 0.00184981 -0.00740795 -0.0282404 0.0185014 0.00378789 -0.0208022 0.00944847 -0.00516221 -0.0133396 0.0169765 -0.0326728 0.0101182 -0.0167718 -0.0151282 -0.0042338 -0.0347171 -0.0107609 0.0284674 internal_weight=27045.8 23910.8 6477.45 17433.4 15810.2 15471.8 1201.97 12859.5 12089.2 5275.48 3134.97 2612.33 770.263 1623.19 3050.18 897.355 586.243 1139.53 1678.71 933.62 384.653 273.98 1910.64 549.15 2225.31 2014.92 372.392 2750.32 86.4936 34.5043 internal_count=120000 91764 35086 56678 51094 48447 4299 40506 38203 30787 28236 7941 2303 5584 19757 2940 1963 5970 5120 2821 2401 856 13787 1741 11030 9629 1632 25835 444 122 is_linear=0 shrinkage=0.05 Tree=80 num_leaves=31 num_cat=0 split_feature=501 516 511 398 499 398 264 501 516 499 422 499 264 501 501 43 499 515 499 500 438 514 433 501 495 499 497 514 395 506 split_gain=3671.25 1254.61 1089.74 527.646 350.426 255.72 247.613 183.853 166.158 161.66 174.992 161.018 153.346 83.8374 79.4325 73.5202 57.7814 51.5754 49.5828 40.0809 46.1815 30.6728 28.6756 22.9641 30.751 18.9849 16.906 15.7229 15.2581 13.4768 threshold=-1.5247683525085447 0.80244290828704845 1.2280490994453432 -0.70431238412857045 0.44043914973735815 -0.24913707375526425 -0.45671729743480677 0.3308039009571076 -0.3155310451984405 0.44043914973735815 0.031055970117449764 0.32879020273685461 -0.49009247124195093 0.55760705471038829 0.609509438276291 -0.37125375866889948 0.29076987504959112 3.4951291084289555 0.44043914973735815 1.0194424986839297 0.47744108736515051 1.088576674461365 -0.50954437255859364 0.38224689662456518 -0.59282761812210072 0.26323355734348303 -0.52501544356346119 1.6183338165283205 1.0818989872932436 -0.049955883994698518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 11 12 13 9 -8 16 -11 26 28 -6 -3 18 -5 29 -14 25 -21 23 -17 24 -7 -9 -2 -13 -4 -16 right_child=1 14 5 7 6 21 8 19 -10 10 -12 27 15 -15 17 22 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.038787912734521812 -0.025022883919062339 0.03838456183048676 -0.026187108404782413 0.02947163828488308 -0.0056612655740915768 -0.026292324522986049 -0.01442928831192088 0.020650783882141324 0.022684451702921649 -0.020103584728218139 0.012967115139495345 -0.036982128881890432 -0.021300271768943748 -0.028190147486311014 0.033882421138923161 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126 4894 144 1177 4730 1134 168 3821 1628 128 40593 215 30 43 365 internal_value=-0.00262453 -0.0127393 -0.016517 -0.0214045 -0.00800921 0.0176704 -0.0003727 -0.0283089 0.0138724 -0.0170062 -0.00818005 -0.0316563 0.0264517 -0.0122196 0.0344088 0.0313394 -0.0345962 -0.00379228 0.0135703 -0.032632 -0.0238428 -0.0180246 0.0383149 -0.0230034 -0.000295818 -0.0343127 0.0389031 -0.0364719 -0.021453 -0.0259402 internal_weight=21911.3 17610.3 16304.1 14264.9 4852.16 2039.17 3667.95 9412.77 1665.21 2604.64 1734.67 1184.21 1636.69 2002.74 1306.16 1485.29 869.977 123.007 418.987 6808.13 1093.64 402.479 1066.3 356.251 85.1743 5714.48 75.5465 1108.66 151.405 83.87 internal_count=120000 96436 90831 82559 22757 8272 15486 59802 6389 13292 8284 7271 6159 9097 5605 5471 5008 537 1524 46510 5864 2113 3947 1945 317 40646 252 7019 688 393 is_linear=0 shrinkage=0.05 Tree=81 num_leaves=31 num_cat=0 split_feature=501 504 475 500 437 335 506 385 506 390 510 499 404 515 295 452 505 498 492 281 365 501 453 281 505 515 395 315 437 422 split_gain=1302.16 648.098 334.105 270.57 258.817 185.065 140.568 133.119 120.433 125.822 115.336 109.439 86.5694 83.2364 81.3384 69.6314 67.014 53.3071 47.9969 39.8897 36.8619 32.3413 31.6749 29.2425 29.0586 26.5798 24.009 23.968 21.111 20.61 threshold=-1.5247683525085447 -0.61967068910598744 -0.15744177252054212 0.44473001360893255 0.98592641949653637 -0.76490694284439076 -0.39571224153041834 -0.15198429673910138 0.58245709538459789 -0.69420263171195973 1.1540369391441347 0.41186757385730749 0.94510897994041454 0.60502028465271007 -0.30478888750076288 -0.033446779474616044 0.21059074997901919 -1.6877250075340269 -0.50082331895828236 -0.31586100161075586 -0.30474220216274256 0.13115307688713077 -0.4533246904611587 -0.27187483012676233 -0.58269113302230824 2.7018429040908818 -0.19367738068103788 -0.54357734322547901 0.020397053100168708 1.2619323134422304 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 15 3 6 10 17 7 24 9 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1738.7339357435703 157.37373578548431 931.45157372951508 538.2327723801136 3806.2624192759395 119.61922459304333 4844.3708915933967 1048.1036142632365 159.97211599349976 141.8730520606041 33.075208321213722 326.14195494353771 1948.7305671647191 2913.4526251778007 280.20727080106735 133.15980250388384 1551.1869011968374 1126.740767121315 33.442740485072136 1356.761898458004 107.45946112275124 666.55655124038458 696.05886772274971 130.74394981563091 64.418021902441978 leaf_count=23564 1073 406 1046 833 198 5172 489 2864 1751 12113 483 19005 4928 691 436 105 1209 5929 10796 918 593 7590 3488 128 4833 861 3703 4076 515 204 internal_value=0.00156903 0.00468202 0.0023635 0.00562452 -0.00834971 0.011463 -0.000695636 0.00867314 0.00634519 0.00872556 -0.011916 -0.00495755 -0.00605753 -0.00826135 0.024173 0.0315961 0.0206594 0.0209538 -0.00465844 0.0390275 -0.0276189 0.0364018 0.0227985 0.00217866 -0.0014142 -0.0140871 -0.0224306 -0.0313619 0.0139762 -0.000638474 internal_weight=28143 25967.8 23908.5 18329.6 5578.88 9528.26 8801.38 2751.54 6190.69 5545 5027.78 6049.85 5892.47 4078.94 551.101 2059.31 1257.59 3337.57 3252.41 344.81 948.838 1617.7 3075.47 66.5179 1493.94 645.692 826.529 829.219 441.602 206.291 internal_count=120000 96436 87025 63881 23144 30147 33734 9312 19897 17285 21388 24422 23933 16236 1756 9411 4073 10250 11842 1116 5152 7823 9417 233 5239 2612 4394 4669 1588 640 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=31 num_cat=0 split_feature=512 498 520 501 33 503 430 340 503 46 516 404 504 501 516 395 293 462 385 505 295 504 340 464 393 497 393 497 497 495 split_gain=1393.13 1214.09 382.981 179.528 168.07 121.767 120.51 118.391 99.2206 91.1367 88.0359 93.8029 80.0789 110.025 78.2553 65.1341 55.8176 54.4662 51.7646 50.1009 46.9652 46.9176 46.7161 46.0778 41.727 38.9385 35.1488 35.0408 33.0422 32.5404 threshold=-0.49361324310302729 0.41214108467102056 -0.33430340886116022 0.46986563503742224 0.025683002546429638 -0.046882649883627885 0.008905760012567045 -0.57238179445266713 -0.069507822394371019 -0.31622268259525294 -0.43362478911876673 0.94510897994041454 -0.5732942223548888 0.45693852007389074 -0.016497248783707615 0.71005874872207653 -0.51367989182472218 -0.42227558791637415 1.1849582195281985 0.69217950105667125 -0.11862244829535483 -0.70297217369079579 0.9163012206554414 -0.58847558498382557 -0.69534507393836964 -0.065304663032293306 -0.61953315138816822 0.42786422371864324 1.4360503554344179 0.86285331845283519 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 4 5 7 27 16 20 -9 -6 18 19 -8 -14 28 -10 -4 21 -5 23 -2 -1 -18 -12 -15 -16 -22 -3 -7 -21 right_child=1 3 6 10 9 14 12 8 15 -11 11 -13 13 24 25 -17 22 -19 -20 29 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.02750439573464929 -0.021949007959964822 -0.015471783813983368 -0.015042251079789385 0.012390816140298423 0.0048600425273361073 0.015185546149373244 -0.034644184494201674 -0.0076410137624187751 0.019258202021922813 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72.452611491084099 17.015561260282993 106.48582772910595 leaf_count=1722 1416 2307 15142 1585 1527 8172 1429 1980 6897 2983 5971 5964 3044 1025 1095 1604 10194 26552 807 2285 873 511 545 9871 2079 773 1014 221 53 359 internal_value=0.000531227 0.00450405 -0.00675083 0.0158726 0.00299373 0.00706073 -0.0149931 0.00761349 0.0120269 -0.0136586 0.02019 0.0218725 -0.00347109 0.000347833 0.0112404 0.0158052 -0.0190436 -0.0324547 0.00366371 0.0188106 -0.00806835 -0.0125117 -0.0263555 0.0207663 0.0121255 -0.00639351 0.000932211 -0.0117041 0.0147344 0.00733062 internal_weight=26577.8 23721.1 11919.9 11801.1 5461.94 3881.11 6457.98 4276.02 3337.18 1185.91 7920.02 7187.89 1680.11 1496.69 3174.36 2799.63 4777.88 2856.73 732.125 5585.68 938.846 306.566 1689.22 4772.19 853.087 524.704 569.379 706.75 2649.66 813.489 internal_count=120000 91215 51752 39463 18294 12621 33458 13784 10481 4510 26842 24450 7577 6148 10093 8501 25881 28785 2392 18486 3303 2233 10739 15842 3104 1868 1887 2528 8225 2644 is_linear=0 shrinkage=0.05 Tree=83 num_leaves=31 num_cat=0 split_feature=501 517 319 516 516 463 413 501 272 284 396 499 499 501 506 499 499 450 512 501 516 413 512 516 505 413 499 433 505 516 split_gain=3416.36 1547.54 685.923 660.499 462.413 309.552 192.496 171.209 166.699 155.808 114.895 82.9487 196.155 82.2148 91.1077 80.5219 70.5569 60.1453 58.5647 57.1549 52.7475 51.4219 47.1606 46.4919 45.9398 43.8818 38.501 35.8433 33.8068 36.2641 threshold=-1.5247683525085447 0.35144518315792089 -0.31154425442218775 0.92148381471633922 0.095541097223758711 -0.16149094700813291 -0.56651422381401051 0.43785788118839269 -0.43241409957408899 -0.69920870661735524 0.20539241284132007 0.44043914973735815 0.41324219107627874 0.22992813587188723 -0.13411530107259748 0.44043914973735815 0.44043914973735815 -0.63901001214981068 0.70089891552925121 -0.12928552180528638 0.59129914641380321 -0.59450343251228321 0.76304504275321972 -0.31039679050445551 0.082032185047864928 -0.86388289928436268 0.40520316362380987 -0.50954437255859364 -0.58269113302230824 -0.44657945632934565 decision_type=2 2 2 2 2 2 2 2 2 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 13 6 7 8 23 17 20 11 12 -7 14 -2 -10 26 -3 -5 -16 -6 -9 -18 -4 -21 28 -11 -13 29 -15 right_child=1 2 5 18 9 10 -8 21 15 16 -12 27 -14 25 19 -17 22 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.038395087494922008 -0.02807927116050847 -0.026436434223020323 -0.012248731710141365 0.038862283302025152 -0.01399066860409893 0.040564151780909025 -0.027627167582226126 0.00026712779552105358 -0.022588745280232823 0.024235624723647219 -0.017464578919296696 0.014241888944975998 -0.030319199668377157 -0.036018674857024549 0.03694922425991546 0.018649559819469658 0.043060100433069071 -0.0053449186074362338 -0.0029195217248047601 0.011506588972608648 0.026885950045217506 -0.032428097917818609 0.019215728180820377 0.034407371592980962 -0.02806033081826656 -0.03542407280054153 -0.037535057758177552 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0.0114966 0.0280752 -0.016954 0.0293495 0.000715726 -0.00616735 -0.0214801 0.0328119 0.0246141 -0.00967329 -0.0335959 -0.0110225 0.0386435 -0.0244174 -0.000998712 internal_weight=21248 17169.9 8759.16 8410.77 5678.88 3080.28 4217.33 860.603 2192.86 1461.56 2219.67 2104.24 414.146 7934.53 1373.7 825.47 951.592 1367.39 476.238 379.028 509.963 539.167 848.893 321.437 294.518 6560.83 102.699 1690.09 1090.41 135.42 internal_count=120000 96436 37794 58642 25193 12601 19453 4061 8697 5740 8540 7821 1654 56551 7649 2912 3587 5785 2091 1838 2153 2820 3103 1241 1518 48902 484 6167 6918 763 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=31 num_cat=0 split_feature=501 504 516 466 498 516 434 328 501 306 463 415 393 335 452 499 503 394 520 501 281 490 514 291 133 193 512 194 441 364 split_gain=1212.97 596.955 318.414 303.973 217.248 202.666 157.943 118.601 109.269 105.884 92.9755 86.2722 82.5065 79.6597 69.9062 59.6882 55.4102 50.9927 34.9432 31.6209 35.834 20.1766 15.6984 14.051 12.5949 11.0231 10.0723 10.1197 9.3317 8.77282 threshold=-1.5247683525085447 -0.61967068910598744 1.2674531340599062 -0.45817215740680689 0.019070461392402652 -0.30247196555137629 -0.37322288751602167 -0.47832322120666498 0.72691997885704052 -0.56099188327789296 -0.15720555186271665 -0.40240204334259028 -0.66767954826354969 0.42984005808830267 -0.033446779474616044 0.41186757385730749 0.62437909841537487 0.21675030142068866 -0.16916204988956449 0.22377817332744601 -0.28612399101257319 -0.41070821881294245 1.0000000180025095e-35 -0.62658879160881031 -0.21986442804336545 -0.21683461964130399 0.94184488058090221 -0.6173211634159087 1.0701200962066653 -0.054409008473157876 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 14 3 4 7 10 16 17 15 -8 12 -9 -5 -10 21 -6 -7 -3 -12 20 23 28 24 -16 25 -23 -4 -28 -2 -30 right_child=1 2 26 5 8 6 9 11 13 -11 18 -13 -14 -15 19 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.035428295566139155 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450.34428405016661 1101.298655629158 531.52410362660885 1454.9032437652349 53.273744568228722 56.458631590008736 30.080394268035889 32.949425727128983 33.164979204535484 18.694711297750473 9.7963625192642194 24.535094127058983 17.433195143938068 7.4588854014873496 leaf_count=23564 1040 7233 4599 3845 524 6094 9448 5514 2186 9817 4833 2897 6790 2336 29 14006 1606 3314 1826 7463 221 195 106 110 113 55 46 111 57 22 internal_value=0.00159883 0.00455294 0.00234549 0.0032653 0.00925464 -0.00222494 -0.00784348 0.0156193 0.00153279 -0.0130091 0.00525434 0.00760584 0.0104546 -0.0138071 0.0308866 0.00509885 0.00325709 0.02173 -0.00338713 0.0358571 0.00794841 0.01315 -0.00258064 -0.0262082 0.00626059 -0.00501373 -0.0341919 -0.00770905 0.0205069 -0.00861856 internal_weight=27724.4 25676.1 23690.5 23109 11052.5 12056.5 6885.01 6058.28 4994.27 4698.84 5171.45 2621.49 3228.91 941.704 1985.59 4052.56 2186.18 3436.79 1942.54 1550.65 95.7453 434.937 138.399 42.4715 108.318 75.1533 581.526 34.3315 296.538 24.8921 internal_count=120000 96436 87025 82269 38010 44259 26965 18958 19052 19265 17294 8411 10635 4522 9411 14530 7700 10547 6659 7823 360 1588 469 139 363 250 4756 157 1119 79 is_linear=0 shrinkage=0.05 Tree=85 num_leaves=31 num_cat=0 split_feature=517 505 498 498 390 503 510 477 506 429 413 501 225 516 394 409 509 33 464 503 510 498 503 497 497 501 32 491 398 424 split_gain=1222.28 1418.42 367.719 223.953 195.867 116.267 112.473 94.6613 92.67 86.7053 81.5801 77.7949 75.0703 72.0893 70.288 70.1035 61.5935 54.2348 51.7595 51.394 45.3635 48.9051 36.4449 34.5081 31.3593 31.1561 30.4041 29.661 29.6048 29.6016 threshold=0.83420196175575267 -0.73250573873519886 0.3577237874269486 0.67565608024597179 -0.27774588763713831 0.7855796515941621 0.59564483165740978 0.55006843805313121 -0.49507881700992579 -0.66538098454475392 1.1505839228630068 0.36725078523159033 -0.16765643656253812 -0.036332577466964715 -0.61112993955612172 -0.69338610768318165 -0.6666053533554076 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0.02414406062255476 -0.03144086400273835 -0.030829029303183948 -0.022609439933653691 0.029581855592858693 -0.056640552005543798 0.013165289631666195 -0.016898972321197438 -0.014759397183342016 0.041687608390718452 0.011201923391374081 leaf_weight=1756.1968981176615 1567.2670313119888 838.3198404982686 71.648413598537445 510.26504136621952 720.02819849550724 448.92524367570877 227.81402829289436 293.07377360761166 1128.7127493098378 1251.9439661353827 267.1471042484045 377.19677224755287 461.88998302072287 283.87058672308922 1943.3540864661336 820.1834512129426 565.70766849815845 248.67568566650152 4903.445717766881 1553.3231704831123 2394.8555505797267 53.361783303320408 205.67923706769943 2092.2653044089675 13.834473192691801 162.4705016836524 113.29779931157827 466.70872416347265 26.501711323857307 356.96253804862499 leaf_count=19168 9229 2889 217 1708 2353 3109 1050 947 3425 4105 1925 1209 1641 1034 6482 4441 2328 915 16062 5017 17077 275 1189 7816 40 676 705 1706 105 1157 internal_value=0.0005342 0.00627087 0.0109989 -0.019855 0.00250903 -0.00580425 0.00584806 0.010386 0.0169929 0.00661861 -0.00187402 0.019103 0.0145905 0.00834559 0.000659285 -0.0236516 -0.0305149 0.000397755 0.0211594 0.0190242 -0.0276557 -0.0188991 -0.00426928 0.0270702 0.0181894 0.00225586 -0.0261454 -0.0101546 -0.00573515 0.00152866 internal_weight=26124.9 20388.7 18066.8 5736.22 7477.18 3637.55 738.079 3839.63 10589.6 1790.3 3048.82 8799.33 2983.92 1412.58 2781.67 4998.14 2321.9 710.566 7386.74 2273.35 3430.87 1036.02 855.716 2469.46 4917.28 215.832 588.725 538.357 139.8 650.036 internal_count=120000 85544 64048 34456 28434 15215 2758 13219 35614 6028 11296 29586 9926 4459 9371 31698 21496 2556 25127 7370 22469 5392 3293 9025 16102 951 3919 1923 810 2104 is_linear=0 shrinkage=0.05 Tree=86 num_leaves=31 num_cat=0 split_feature=501 517 308 516 398 516 516 283 468 398 450 501 506 499 499 412 466 501 495 398 501 498 501 422 499 413 515 516 422 501 split_gain=3173.55 1475.83 630.857 622.299 420.229 300.028 239.945 224.258 121.926 114.299 103.903 102.227 118.542 96.6053 94.7713 96.234 69.848 66.8064 109.543 65.7898 49.7092 47.2785 46.7929 47.1394 36.2954 29.9963 28.4938 26.4232 25.471 27.5933 threshold=-1.5247683525085447 0.35144518315792089 -0.67736124992370594 1.2674531340599062 -0.24913707375526425 0.71164464950561535 0.35919889807701116 -0.64334866404533375 -0.44462753832340235 -0.46929547190666193 -0.93046838045120228 0.15016409754753116 -0.12897863239049909 0.44043914973735815 0.44043914973735815 -0.71169763803482045 -0.57149061560630787 0.4002984911203385 -0.52369701862335194 -1.3737351298332212 0.36725078523159033 -0.77682051062583912 -0.23845352232456204 0.21261619776487353 0.34113110601902014 -0.80171728134155262 2.194137811660767 0.14369950443506244 1.1627900600433352 0.33961386978626257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 6 11 7 17 9 13 21 14 -10 12 -2 -4 24 -16 -15 18 -6 27 -8 -9 -14 -24 -3 -22 -27 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1321.1675659418106 2417.2918382436037 375.35442850738764 74.084405764937401 227.70235205441713 345.28658672422171 1079.3703114464879 357.96879234910011 696.53441339731216 192.40587266534567 6225.0913625732064 104.20476696640253 138.20405963808298 155.99759256839752 62.168036550283432 297.60811365395784 108.88161567598581 22.457415476441383 99.897957503795624 37.892934247851372 94.418434910476208 leaf_count=23564 4402 63 720 1744 1362 1375 757 363 495 7910 8767 2172 267 902 1482 3719 1154 4328 673 48625 343 637 757 249 1596 437 97 426 126 488 internal_value=-0.00282869 -0.0122525 0.00217625 -0.0275236 0.0136993 -0.00856831 -0.0137211 0.02315 0.029657 -0.0183991 0.0328272 -0.0305824 -0.016104 -0.00142882 -0.00975845 -0.00424482 0.00767977 -0.0193455 -0.00562725 -0.0328611 0.0217215 -0.00502233 0.0109578 -0.000683957 -0.0344377 0.0064308 -0.00943248 -0.0149068 -0.0287538 -0.00778076 internal_weight=20605.8 16744 8609.34 8134.64 4991.58 1487.13 3617.76 3504.45 2771.03 3196.1 2539.07 7755.35 1055.01 733.419 1742.62 1424.66 585.671 1208.9 512.367 6700.34 421.656 231.959 292.25 218.166 317.965 235.544 131.339 475.252 1453.48 132.311 internal_count=120000 96436 37794 58642 20776 7738 17018 13038 10262 15384 9262 56898 5675 2776 6860 5201 2056 6363 2035 51223 1634 1000 1273 1006 1659 877 534 2598 8524 614 is_linear=0 shrinkage=0.05 Tree=87 num_leaves=31 num_cat=0 split_feature=501 504 306 498 492 434 506 499 503 411 522 520 281 295 437 414 322 281 490 506 501 506 324 507 490 506 272 498 33 452 split_gain=1130.46 554.541 289.888 234.274 180.789 181.853 155.915 89.7812 81.1051 78.9125 77.7338 72.2149 69.6921 65.538 74.5888 62.1705 54.134 53.6715 52.5227 49.7302 41.4788 37.5368 43.8559 37.3451 35.654 32.1148 28.0386 27.8517 21.9362 18.2977 threshold=-1.5247683525085447 -0.61967068910598744 -0.56099188327789296 0.045434843748807914 -0.49875257909297938 -0.11097462102770804 0.6671549677848817 0.41186757385730749 -0.083441302180290208 -0.22716394066810605 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716 12394 308 563 2695 1486 1168 1755 21049 3404 4847 2927 7207 10626 854 2748 8332 1699 183 1426 327 1090 1039 1179 1060 1436 372 2500 113 933 internal_value=0.00163488 0.00443672 0.00232459 0.00675779 -0.00463701 -0.00793956 0.0130881 0.000308107 -0.000591025 0.0154076 -0.0163408 0.00725968 0.0302807 -0.00070902 0.0104031 -0.0027927 -0.0203952 0.0190887 0.0147417 0.0127026 -0.0101208 0.0103439 0.00133002 -0.00157852 -0.0043742 -0.00248781 -0.00978512 0.0166601 -0.00312834 0.0249224 internal_weight=27328.6 25400.7 23481.9 14346.6 9135.31 7485.5 7239.87 7106.73 6929.18 6582.29 3462.06 2048.88 1918.79 4023.44 997.54 5945.03 2677.91 4533.41 525.359 984.15 657.576 1649.81 680.115 450.003 3025.9 784.156 153.959 969.69 149.869 371.4 internal_count=120000 96436 87025 50639 36386 31336 23098 27541 26978 20424 16101 6331 9411 15235 3549 23797 13179 14093 2204 3181 2674 5050 2129 1506 11686 2922 555 2921 421 1649 is_linear=0 shrinkage=0.05 Tree=88 num_leaves=31 num_cat=0 split_feature=504 517 501 498 507 503 496 335 452 385 361 409 437 501 505 516 501 410 347 438 384 457 286 421 516 335 464 501 474 493 split_gain=1198.1 1400.81 335.843 236.437 230.828 207.931 118.531 102.319 100.762 92.4749 75.4816 67.0283 64.2706 57.8072 54.0422 48.7673 47.4284 46.3124 45.9907 38.098 37.5647 35.2457 33.4141 31.2191 29.7063 27.0571 25.772 23.4868 31.0412 23.0103 threshold=-0.61967068910598744 0.72570687532424938 0.51669979095458995 0.55396747589111339 0.46789667010307318 -0.042325172573328011 -0.14997913688421247 1.056620240211487 0.48237614333629614 0.63162085413932811 0.058081923052668578 -0.69338610768318165 -0.20359489321708676 0.69026553630828869 1.4038644433021548 0.64727765321731578 0.25502538681030279 1.6342286467552187 -0.49964499473571772 -0.56800055503845204 0.60232466459274303 0.68752995133399974 -0.77038800716400135 -0.34540028870105738 -0.43362478911876673 0.71801126003265392 -0.68306681513786305 0.30789424479007726 0.138415701687336 -0.16282025724649427 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 4 11 5 27 -5 8 17 14 22 -3 29 24 -7 23 -8 21 20 -11 -13 -4 -10 -6 -9 -22 -18 -2 -29 -1 right_child=1 3 7 6 15 9 16 13 10 19 -12 18 -14 -15 -16 -17 26 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.012842501590267737 -0.017088118791329869 -0.013613490032676537 0.017360887298623003 -0.022031541742264366 -0.020041702413051074 0.015128928435085461 -0.024970063750820039 -0.010980005050600417 -0.031909293412760824 0.0076367777622021312 0.012733360893529153 -0.021481369788635404 -0.033997425340436281 0.036759388496168929 -0.011810777118875959 -0.031862784511825441 0.032616113220733219 0.0014821163510132461 -0.030918278169338637 -0.01631235879404391 -0.0040214612475079044 0.027038746461427256 -0.0038146430636051471 -0.0019796832440956234 0.021493558964313268 0.053876463221300956 0.011913323282875289 -0.0092994120915280767 0.014418065238261718 -0.017891161141595828 leaf_weight=77.596500605344772 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0.0166569 0.00774218 0.0199987 -0.00964868 -0.00398891 -0.0111955 internal_weight=25688.4 22992.2 17394.3 5597.82 8515.85 7205.2 991.662 8878.49 7310.61 5808.12 1277.35 4606.15 2696.19 1567.88 5136.77 1310.66 698.457 6033.27 3099.63 671.349 1073.81 5647.96 511.028 983.308 554.916 124.04 634.027 1397.08 793.914 357.013 internal_count=120000 91764 58708 33056 28913 22921 3743 29795 24104 17936 4049 29313 28236 5691 15741 5992 2361 20055 20411 2195 5368 18839 1655 3155 1867 568 2058 4985 2864 2401 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=31 num_cat=0 split_feature=501 517 319 508 398 439 504 499 466 499 468 512 386 501 503 501 433 437 501 506 413 505 499 398 512 484 496 438 513 505 split_gain=2955.91 1398.2 605.997 402.369 344.286 285.941 208.975 195.262 175.536 143.432 138.917 128.484 113.171 106.748 85.6599 83.3542 73.4343 70.241 63.5816 59.7367 57.247 56.4189 46.1723 40.4568 36.7497 33.8689 33.762 30.8838 28.6087 28.3998 threshold=-1.5247683525085447 0.26187726855278021 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8286 7519 53862 7302 13865 1703 3527 46560 951 2347 1748 10338 2377 2071 is_linear=0 shrinkage=0.05 Tree=90 num_leaves=31 num_cat=0 split_feature=499 504 516 457 412 463 454 506 516 517 452 335 461 395 512 446 392 400 408 430 305 496 490 281 486 472 500 503 516 395 split_gain=914.55 518.122 408.469 259.922 169.025 201.275 150.732 118.466 102.309 71.0828 69.1636 63.3503 52.7613 41.0079 37.3191 36.632 35.2543 29.993 21.9193 20.3766 18.8073 18.6139 16.9718 22.4164 13.7132 12.989 10.8421 10.8808 13.7434 10.5973 threshold=0.26323355734348303 -0.61967068910598744 0.80244290828704845 0.54951623082160961 -0.9092806577682494 -0.16149094700813291 -0.092470921576023088 -0.37520641088485712 -0.3357884138822555 0.073897995054721846 -0.033446779474616044 -0.81849759817123402 0.91319099068641674 0.3099548220634461 0.57421383261680614 -0.73339691758155812 0.15540871024131778 -0.33659113943576807 0.33253522217273718 -1.0379993915557859 -0.11774387210607527 -0.2198337838053703 -0.26544579863548273 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0.0166777 0.0296853 -0.0140309 0.00819637 -0.0175848 -0.0298394 0.00192333 -0.00110831 0.0234849 0.0201857 -0.0339909 0.0116601 0.00335185 0.0349405 0.00796623 -0.00264712 -0.0346035 -0.0118624 -0.00307315 0.0171924 0.0196008 internal_weight=26935.7 25250.4 23422.2 22459.3 18244.7 15163.7 6638.11 8525.6 4214.61 3081 1828.16 2562.36 1372.23 2127.65 962.871 1652.25 1416.87 1708.77 235.385 1685.37 412.966 434.709 1415.19 56.5279 147.195 1664.77 222.879 136.867 44.4208 265.771 internal_count=120000 99762 90408 81533 63785 53875 25126 28749 17748 9910 9354 11911 4257 10198 8875 5837 5069 5653 768 20238 1570 1713 7784 269 510 20154 1067 650 215 1060 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=31 num_cat=0 split_feature=512 517 500 501 504 444 496 451 507 505 437 279 393 505 500 477 335 385 384 409 394 505 508 464 500 507 393 505 501 505 split_gain=1107.13 1232.37 327.142 227.904 188.91 163.243 121.047 90.5114 89.1539 87.8186 64.7051 62.3794 58.674 54.7568 52.7772 48.6272 46.6608 45.25 44.5742 42.8789 39.8898 39.6774 39.1269 38.9641 38.7589 37.4432 33.4162 33.0622 31.4893 28.4838 threshold=-0.51409700512886036 0.47816623747348791 -0.12578472495079038 0.46659520268440252 -0.47919595241546625 0.10693093016743661 -0.10185704752802847 -0.23927337676286695 0.46789667010307318 -0.30187740921974177 0.66865673661232006 -0.65377536416053761 -0.7028103470802306 0.22453996539115909 1.2629730701446535 0.066079515963792815 0.79175055027008068 -0.52794396877288807 0.53604769706726085 -0.70508828759193409 -0.019531174562871453 0.7582097351551057 -0.20104168355464933 -0.51827242970466603 0.4650708287954331 -0.73331117630004872 -0.78220686316490162 -0.71774646639823902 0.68295410275459301 -0.59431138634681691 decision_type=2 2 2 2 2 2 2 2 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 3 6 5 10 8 -3 16 9 -2 26 18 24 17 -1 -11 27 29 -4 -13 -20 -14 -15 -8 -9 -16 -5 -6 -18 -7 right_child=1 2 11 4 7 13 23 12 -10 15 -12 19 21 22 25 -17 28 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 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89.082045361399651 572.39006474614143 524.93225155770779 813.17439362406731 118.83778162300587 2211.6213776916265 100.95044630020857 409.53847536444664 486.97473096847534 488.9662398993969 451.75005645304918 64.332549430429935 433.98164164274931 2817.6584189534187 870.08767904341221 485.51988679915667 leaf_count=27609 3501 1511 9533 782 165 152 1592 2506 2948 5036 1135 4279 10489 3280 333 1876 1755 2650 633 15310 407 1440 1591 1559 1393 600 1562 9482 3413 1478 internal_value=0.000553033 0.00395096 -0.0150917 0.0110332 0.0158718 0.00396041 0.00743694 0.017924 -0.00281952 0.000717877 -0.00740079 -0.0209532 0.013228 0.0128574 -0.031708 0.0061919 0.0232321 0.00541921 -0.0141659 -0.0256356 0.00706361 0.0164249 0.0191534 0.0168187 0.00370526 -0.00329346 0.000255024 0.0195791 0.0307403 0.016808 internal_weight=25250.2 22844.4 6192.7 16651.7 9887.01 6764.64 1278.38 9086.04 3838.79 3157.73 800.977 4914.32 4821.64 2925.85 2405.87 2207.04 4264.4 1341.73 2006.8 2907.52 219.788 3609.32 1584.13 932.011 1212.32 153.415 620.574 2869.38 1395.02 528.551 internal_count=120000 91458 34824 56634 34122 22512 4662 30643 13361 10413 3479 30162 15828 9151 28542 6912 14815 4280 10573 19589 1040 11929 4871 3151 3899 933 2344 9647 5168 1630 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=31 num_cat=0 split_feature=499 517 499 284 516 481 433 438 328 516 499 516 516 509 516 508 512 400 497 499 268 499 498 512 497 496 422 402 398 285 split_gain=2403.01 1472.78 844.352 647.961 527.203 410.883 214.326 127.538 111.37 110.837 109.219 91.5976 84.3881 70.0921 84.2479 50.59 49.4565 39.6968 39.3204 52.1823 35.0769 34.292 32.4625 29.2446 27.6342 27.0631 25.9871 24.4007 23.992 23.2459 threshold=0.29076987504959112 0.26187726855278021 0.44043914973735815 -0.69920870661735524 0.92148381471633922 -0.55988860130310047 -0.50954437255859364 0.7337227761745454 -0.51238206028938282 -0.24505014717578885 0.38517163693904882 0.27931042015552526 0.54629918932914745 -0.34056486189365381 -0.036332577466964715 1.0287462472915652 0.70089891552925121 -0.81650167703628529 1.40180379152298 0.44043914973735815 -0.74465912580490101 0.44043914973735815 -0.33902236819267267 0.65698748826980602 0.13343282043933871 -0.4162029474973678 1.4193283915519717 -0.88077479600906361 -0.080986693501472459 -0.4305111020803451 decision_type=2 2 2 2 2 2 2 2 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 4 10 7 13 9 11 12 -8 -5 20 -7 28 14 24 -12 -6 -9 -15 -20 -3 -16 -19 -11 -2 -18 -23 -1 -4 -22 right_child=1 2 3 5 16 6 8 17 -10 23 15 -13 -14 18 21 -17 25 22 19 -21 29 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.022483021917012846 -0.02951418023021566 -0.033841574310669774 -0.021452590560938008 -0.030370964658043776 0.037123657332424474 -0.0058712583299931819 0.015426723791046804 -0.013820948779945458 0.034955289337295352 0.025568689873513784 -0.03622820656934321 0.031618064439751729 0.025883629601906755 -0.034438445135619868 -0.035267114998650893 0.029647145811136172 0.022682826291958825 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776 438 256 360 20330 3473 436 internal_value=-0.00304126 -0.0107408 0.0030505 0.0102059 -0.0271549 0.0188174 0.0244757 -0.0156387 0.0297736 -0.0144321 -0.0303288 0.00279181 -0.0241995 -0.0304118 -0.0229515 -0.034827 0.027334 0.00483047 -0.0337706 -0.0032423 0.00855711 -0.00427087 0.0147493 0.00745498 -0.0281366 -0.00277774 0.00156291 0.0372329 -0.0274822 0.0213449 internal_weight=19373.5 16264.3 8838.17 7278.19 7426.15 5459.34 4665.55 1818.84 3749.25 793.798 1559.98 916.3 1282.64 7007.44 2176.16 1398.36 418.714 536.206 4831.28 103.598 161.621 473.042 350.238 334.376 1703.12 102.622 398.057 3109.2 1203.87 124.299 internal_count=120000 99599 42210 33127 57389 24089 19734 9038 16189 4355 9083 3545 6939 55309 14164 8307 2080 2099 41145 712 776 2530 1356 1347 11634 413 1997 20401 6595 575 is_linear=0 shrinkage=0.05 Tree=93 num_leaves=31 num_cat=0 split_feature=501 504 516 466 281 361 500 475 412 437 463 501 505 452 514 497 506 460 492 501 281 257 327 37 303 70 514 522 298 222 split_gain=984.638 466.822 267.996 244.11 180.241 166.681 160.052 140.618 112.851 106.623 82.7588 70.8445 70.0059 68.35 48.8218 40.8065 35.4186 35.3711 24.5201 21.8694 18.2134 13.4028 12.0042 11.5771 10.0774 9.82073 9.66769 9.02596 8.07853 8.03931 threshold=-1.5247683525085447 -0.62791705131530751 1.4701720476150515 -0.45817215740680689 -0.24173323065042493 0.19086918234825137 -0.51208257675170887 -0.15744177252054212 -0.70274966955184925 0.15926908701658252 -0.15767777711153028 0.79082429409027111 -0.46740108728408808 -0.033446779474616044 0.73540532588958751 0.10332969576120378 -0.50910925865173329 0.22839254885911944 -0.48599098622798914 -0.166715033352375 -0.05114434473216533 0.13397914916276935 -0.83259713649749745 -0.0041750005912035695 0.30592034757137304 2.0165426731109624 1.088576674461365 -0.39667358994483942 -0.35021217167377466 -0.40534590184688563 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 13 3 6 7 9 11 12 17 -6 -10 16 -5 20 -9 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1767.2038820311427 1604.3251880705357 3597.8284184411168 591.63529861718416 2084.3810255303979 52.403629884123802 5540.0308837145567 5.6452027857303611 720.35068594664335 394.28460784256458 1609.2901922389865 975.2335474267602 1306.1420882567763 1292.8202883303165 84.260042876005173 8.7985599637031537 9.2199017107486707 15.16588945686817 7.7490261495113399 8.7463052272796613 3.8332690745592108 19.819343954324722 8.9555172622203809 35.243091866374016 leaf_count=23564 684 1257 4564 3966 2013 877 5746 6301 11483 1968 7368 242 20808 24 3823 2251 6701 3213 4806 7526 397 30 26 56 30 36 13 73 41 113 internal_value=0.0016998 0.00422416 0.00237507 0.00315789 -0.0018057 0.00948199 0.00857585 -0.00517683 0.0118341 0.0240448 0.00781217 -0.00274133 -0.00154412 0.0296165 -0.0157915 -0.0207248 0.00131739 0.020165 -0.00102315 0.0350037 0.0107877 0.00408643 -0.0249675 -0.0169333 0.0289439 0.00989197 0.035697 0.0121137 -0.00624837 -0.0299376 internal_weight=26568.9 24859.4 23172.3 22691.7 11842 2722.96 10849.7 9119.03 8424.65 1141.25 5682.21 2425.06 6794.35 1687.11 2324.68 446.688 1978.37 2742.44 1581.71 1311.52 375.594 274.629 14.8651 59.2075 100.965 215.422 1296.65 206.675 16.7045 44.0417 internal_count=120000 96436 87387 82823 44562 9664 38261 34898 27810 3981 18851 10451 24774 9049 10124 2493 7958 8959 5683 7589 1460 992 50 199 468 793 7539 757 71 143 is_linear=0 shrinkage=0.05 Tree=94 num_leaves=31 num_cat=0 split_feature=512 517 498 500 499 46 509 506 335 429 517 409 509 203 464 499 153 498 497 491 431 497 496 502 509 499 509 495 477 387 split_gain=1025.46 1135.36 240.13 176.018 154.147 124.322 107.845 92.8778 92.1808 78.0749 71.1867 62.5768 58.2294 56.4241 55.9919 48.9574 47.4751 45.1073 41.3637 37.9664 41.2147 37.8654 37.0319 44.9703 34.0765 31.771 29.5693 26.023 25.8195 25.4049 threshold=-0.56942498683929432 0.83420196175575267 0.41214108467102056 -0.12578472495079038 0.43787509202957159 -0.10872402787208556 0.59166580438613903 -0.49507881700992579 0.68299487233161937 -0.65520539879798878 -0.073110397905111299 -0.69338610768318165 -0.524960696697235 0.14144213497638705 -0.57072511315345753 0.23053730279207232 -0.19292886555194852 -2.0157874822616573 0.12879808992147448 -0.99169403314590443 1.1280270218849184 1.4360503554344179 -0.58695876598358143 0.85139119625091564 0.4860855638980866 0.43878015875816351 -0.68655595183372486 -0.026142576709389683 -0.14808475226163861 -0.46162661910057062 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 4 6 15 8 -3 9 10 -4 -6 -5 22 -10 18 -2 28 26 -14 -17 -21 -16 -9 -24 25 27 29 -13 -7 -1 right_child=1 3 7 11 5 16 -8 12 13 -11 -12 24 14 -15 21 19 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011336657590985582 -0.031460017567844618 0.016241579986296283 -0.0097476357333620769 -0.013065452219533952 0.002375257109505825 0.0028655603113029379 -0.022432606039500341 0.01855921954201404 0.023013108638398894 0.011892670348228523 -0.015782331796103544 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37.260423347353935 leaf_count=154 348 1895 2369 8987 7733 1252 1229 461 2395 3955 3393 452 3116 1062 16211 439 2683 27061 8674 5238 618 55 352 500 13427 3830 473 434 1079 125 internal_value=0.000562413 0.0037275 0.00968758 -0.017307 0.00281324 -0.0016644 0.00378444 0.0146383 0.0025901 0.00450208 -0.00187335 -0.0214799 0.016873 0.0152712 0.0178646 0.0144625 -0.0153531 -0.0320495 0.0231344 0.0157621 0.0175203 0.0145187 -0.000588404 -0.0113027 -0.0259414 -0.0179477 -0.00251107 -0.000538846 -0.00572292 0.016227 internal_weight=24838 22640.9 17642.3 4998.61 7386.62 5335.47 825.425 10255.6 4070.17 1853.07 3010.3 4173.19 8402.56 1059.87 7951.31 2051.15 1265.31 2197.12 3087.07 1994.87 1873.31 4864.25 451.245 289.534 2726.65 898.048 122.426 203.338 637.012 77.2644 internal_count=120000 92187 61933 30254 26240 19597 3124 35693 14583 6324 11126 27130 29369 3457 28056 6643 5014 27813 11790 6295 5856 16266 1313 852 18143 4716 752 886 2331 279 is_linear=0 shrinkage=0.05 Tree=95 num_leaves=31 num_cat=0 split_feature=501 517 364 516 398 510 272 516 499 501 450 501 516 499 516 307 422 499 413 398 265 428 272 499 516 438 428 497 493 499 split_gain=2568.07 1253.38 542.949 477.968 340.869 229.268 197.853 197.301 136.358 133.966 125.24 95.6436 103.171 95.5464 93.7902 85.3222 74.7991 67.3214 66.6814 61.4119 53.9566 49.6845 46.9517 45.4446 38.5208 33.5504 32.6109 32.0913 32.0292 28.1829 threshold=-1.5247683525085447 0.26187726855278021 -0.31955662369728083 1.2674531340599062 -0.66795051097869862 0.9941241741180421 -0.14000427722930905 0.92148381471633922 0.44043914973735815 0.48570004105567938 -0.69595402479171742 0.22992813587188723 0.13353777676820758 0.39744201302528387 0.41009381413459783 -0.64800769090652455 -0.33555567264556879 0.44043914973735815 -0.63667103648185719 -1.3737351298332212 0.91859990358352672 -0.19872933626174924 -0.066421966999769197 0.35267814993858343 -0.0058490941300988189 1.0651064515113833 -0.31963139772415156 1.2757804989814761 -0.16282025724649427 0.44043914973735815 decision_type=2 2 2 2 2 2 2 2 2 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 11 6 8 14 18 13 10 -10 12 27 -4 16 24 -3 23 22 -13 -17 -19 -6 -8 -7 -20 -11 29 -14 -2 right_child=1 2 5 -5 7 15 17 -9 9 26 -12 19 28 -15 -16 20 -18 21 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.037102320214390694 -0.036280916882608004 -0.026273795703518728 0.028349280089278214 0.033103131608148366 -0.018604694428890674 -0.018252721525230456 0.042655442738168015 0.035204320556914824 -0.0067168432415795247 0.002843420022541043 0.03704759389887332 -0.013592949245022502 -0.019294871128037943 -0.035551403892298571 0.029652419757063384 0.035653516811426457 -0.0014904053269893941 0.034948762250342762 -0.032291818545146095 -0.033993291812968264 -0.011988999524086762 -0.0084134171334383709 0.010640556964315297 -0.037640655838791823 0.02595187827061355 -0.01035793157158669 -0.026083987519036733 0.021394871208394575 0.034002846861397686 -0.018826912739567374 leaf_weight=3273.0752315968275 336.04533963650465 450.65875114500523 72.520578026771545 316.6470822840929 656.37233454734087 123.08806313574314 24.097243666648865 148.02736399322748 234.53743828833103 186.90023425966501 537.84384198486805 398.25441057980061 37.003756374120712 299.56807244569063 171.43803018331528 1485.1407246589661 939.47788444906473 638.26323680579662 1519.9279182776809 5187.0242493152618 61.698681689798832 73.445041969418526 173.20992103219032 64.460222385823727 82.039972454309464 197.8564273789525 202.74399697780609 39.771110981702805 116.2035693526268 751.50201521813869 leaf_count=23564 2436 2074 302 1600 3194 483 101 760 943 680 1942 2309 136 1784 658 6339 3598 2096 10076 45677 363 283 679 319 311 954 1210 161 409 4559 internal_value=-0.00314572 -0.0116311 0.00154942 -0.0269425 -0.00873152 0.017373 0.00513405 -0.0208828 0.00325532 0.0116934 0.0237527 -0.029713 -0.0173776 -0.0230794 -0.00522322 0.0297313 -0.00952967 0.0253488 -0.0241453 -0.0325398 0.0337493 0.0304664 -0.012492 -0.0157115 -0.00054491 -0.0297691 -0.0121984 -0.0226118 0.0210932 -0.0242275 internal_weight=18798.8 15525.8 8343.32 7182.45 5057.23 3286.08 2361.84 2695.39 1534.11 1162.03 772.381 6865.8 1280.53 372.089 1561.57 1751.97 1390.14 800.266 2547.37 5585.28 1546.84 711.708 829.582 88.5575 205.128 1717.78 389.644 1127.32 153.207 1087.55 internal_count=120000 96436 39149 57287 24792 14357 9129 15663 6861 4775 2885 55687 7701 2086 6330 7496 5672 2799 14903 47986 6702 2379 3873 420 794 11030 1890 7156 545 6995 is_linear=0 shrinkage=0.05 Tree=96 num_leaves=31 num_cat=0 split_feature=501 504 516 466 396 394 275 517 384 437 501 460 452 475 509 421 516 441 441 501 305 395 25 428 286 286 501 354 495 338 split_gain=917.887 431.271 249.959 222.287 170.042 149.576 119.036 100.388 93.6861 84.2967 79.5105 79.3155 67.5936 65.81 64.0915 50.1421 43.549 43.181 39.3022 21.1665 17.3954 12.5819 12.0422 11.1721 10.2706 9.82636 18.0953 12.3642 9.01624 8.25182 threshold=-1.5247683525085447 -0.62791705131530751 1.4701720476150515 -0.45817215740680689 -0.43622149527072901 -0.11308376863598822 -0.56168144941329945 0.75233957171440136 0.22210422158241275 -0.21448780596256253 0.72691997885704052 0.15641005337238315 -0.033446779474616044 -0.15744177252054212 1.3357790112495425 0.021339772269129757 -0.045815415680408471 -1.058640658855438 2.4097801446914677 -0.166715033352375 -0.11774387210607527 -0.46767057478427881 0.38493587076663976 0.43039530515670782 -0.95674884319305409 -0.16523329168558118 0.34383021295070654 -0.45578676462173456 -0.026142576709389683 -0.59663826227188099 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 12 3 5 6 11 16 17 15 -9 -10 14 20 -8 -3 -7 -5 -6 -13 24 21 -2 28 29 -14 -21 27 -27 -22 -23 right_child=1 2 -4 4 7 8 13 9 10 -11 -12 18 19 -15 -16 -17 -18 -19 -20 25 22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.034878197428583758 0.03162153269181895 0.011254968323519675 -0.034295577841816638 0.0020780041227655296 0.01980906631992484 0.012223790937947163 -0.0090143165070987949 0.0049160964782869864 0.00057705174680715038 0.033974109440774107 -0.023524600515659348 0.024630016840427024 0.030341022040365193 -0.025369921054844043 -0.020314418457361899 0.00061240405617350984 -0.0089713780230258784 0.00028872957311682081 -0.0045130157125844545 0.037162448394041918 -0.019572843926163298 -0.051078096262944322 0.043478231185750116 0.017780180874976004 -0.055979740561689542 0.034251204093892741 0.030725217624100843 -0.039484062630505135 0.0088291953173753081 0 leaf_weight=1607.4089450910687 101.34160952270031 3639.6827276721597 455.78158716857433 2720.5118653848767 306.18952110409737 1839.3101129829884 1619.4925981834531 500.34116829931736 894.59167790412903 498.9003830999136 553.67588040232658 1670.9605659842491 5.2356236577033988 993.1886550784111 168.00312211364508 1882.0565170869231 1326.1875189319253 3783.9475701525807 123.95479030907154 1050.0215793848038 76.041112467646599 10.60282079875469 11.832448720932005 94.907203823328018 9.4320284128189069 8.4240439087152499 165.4934239834547 16.766137480735779 43.784787699580193 30.964196190237999 leaf_count=23564 438 12059 4564 9582 966 6191 6599 1732 3450 1730 2955 5503 23 5126 788 6964 5181 13646 351 6499 256 39 45 410 27 30 944 66 163 109 internal_value=0.00172674 0.00411875 0.00235799 0.00310016 -0.00165601 0.00828792 -0.00691486 0.00522415 0.00215313 0.0194311 -0.0086346 0.0139476 0.0290126 -0.0152344 0.00986025 0.00635293 -0.001542 0.0017517 0.0226145 0.0345466 0.0101919 0.0182657 -0.00435668 0.00829559 -0.0248321 0.0352545 0.0247081 -0.01459 -0.00915424 -0.0132307 internal_weight=26209 24601.6 22976.8 22521 11748.8 10772.2 6659.38 5089.38 5169.63 999.242 1448.27 5602.6 1624.85 2612.68 3807.69 3721.37 4046.7 4090.14 1794.92 1255.37 369.474 237.816 131.658 136.474 14.6677 1240.71 190.684 25.1902 119.826 41.567 internal_count=120000 96436 87387 82823 44562 38261 26488 18074 19560 3462 6405 18701 9049 11725 12847 13155 14763 14612 5854 7589 1460 996 464 558 50 7539 1040 96 419 148 is_linear=0 shrinkage=0.05 Tree=97 num_leaves=31 num_cat=0 split_feature=504 517 503 504 394 264 441 414 503 464 506 279 437 477 437 504 473 457 421 430 477 430 450 340 275 522 340 386 418 398 split_gain=952.893 1097.29 201.387 189.892 187.683 107.698 107.321 73.824 71.9483 69.9078 61.0468 52.5615 46.001 42.6758 41.5479 39.9115 39.5995 34.0388 30.2915 29.1088 24.6385 23.9563 22.4487 22.0556 21.2838 21.0581 18.3844 17.9831 17.4398 17.3691 threshold=-0.64543122053146351 0.47816623747348791 -0.18311108648777005 0.6520231068134309 0.61712315678596508 -0.49009247124195093 -1.1010836362838743 0.27681744098663336 1.1044580340385439 -0.52692392468452443 -0.15841776132583615 -0.62899976968765248 -0.20359489321708676 1.7960934042930605 0.31897354125976568 -0.32875013351440424 -0.03437096253037452 1.0671530365943911 -0.63205653429031361 0.59872531890869152 0.084596343338489546 -0.32620458304882044 -0.87185966968536366 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0.0151347 0.0202615 -0.0239858 -0.0313343 0.0123914 0.0212177 -0.000271838 -0.00866777 -0.0149985 -0.00131433 -0.00916807 0.00502841 -0.00619045 -0.0285085 0.0269834 0.00800208 0.00366119 -0.0104511 -0.0303339 -0.0120047 -0.017388 internal_weight=24439.8 22303.5 16269 15050 6034.52 5018.2 13682.1 1016.32 1367.96 12439.4 4335.25 3239.1 2136.27 8104.19 415.157 1242.62 1779.1 1084.86 1186.8 1218.98 920.197 601.162 2154.24 366.555 296.461 854.63 235.454 1910.56 1482.64 1011.41 internal_count=120000 92851 56057 51567 36794 32256 45447 4538 6120 41364 15607 23194 27149 25757 1706 4083 9062 5984 4289 4490 2939 2832 17210 1425 1304 3117 1907 15603 7758 5648 is_linear=0 shrinkage=0.05 Tree=98 num_leaves=31 num_cat=0 split_feature=501 517 272 516 439 516 450 516 438 437 516 511 499 501 516 438 499 501 413 479 501 501 516 501 499 505 516 463 501 497 split_gain=2391.11 1189.49 515.627 449.089 390.382 266.23 221.422 184.698 112.947 111.517 94.8076 93.0243 85.279 79.1347 72.0789 67.1439 55.7684 58.4887 48.8299 47.8753 40.7533 37.3865 36.6504 57.9433 36.3994 35.5401 34.7889 29.6925 29.2211 24.7063 threshold=-1.5247683525085447 0.26187726855278021 -0.67407649755477894 0.92148381471633922 -0.24220450967550275 0.80244290828704845 -0.78162208199501026 0.59129914641380321 1.6328764557838442 0.74571543931961071 0.21624653786420825 1.2847706079483034 0.44043914973735815 0.22992813587188723 -0.24164093285799024 0.28956130146980291 0.44043914973735815 0.46659520268440252 -0.85448172688484181 -0.24967216700315473 0.47944761812686926 0.21636792272329333 1.9316938519477846 0.3308039009571076 0.44043914973735815 -0.58269113302230824 -0.44657945632934565 -0.16149094700813291 0.62299504876136791 1.7093830704689028 decision_type=2 2 2 2 2 2 2 2 2 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 13 6 15 10 8 16 12 11 -4 -8 14 29 21 -3 -18 25 -16 24 -6 23 -5 -10 26 -15 -17 -9 -2 right_child=1 2 4 22 5 -7 9 28 20 -11 -12 -13 -14 18 19 27 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 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90.056080430746078 934.44406125694513 902.18403032422066 4370.9195873364806 178.88748127222061 194.12525841593742 755.15599653869867 238.46383924782276 64.764192670583725 197.84846989810467 851.04249416291714 82.046487890183926 166.53247452527285 35.066435143351555 19.212998010218143 leaf_count=23564 5608 3962 2506 341 417 1349 1763 888 155 713 686 802 8439 347 1072 462 4268 5061 40651 833 892 5372 1289 305 631 6359 411 638 145 71 internal_value=-0.00323956 -0.0114191 0.0014819 -0.026637 0.0112129 -0.0118779 0.019473 -0.0146788 -0.0181484 0.0266654 -0.000944105 -0.00792386 0.028796 -0.0296994 -0.0182192 -0.0220872 -0.0222956 -0.0179839 -0.0323272 -3.52377e-06 0.00571865 -0.0288082 0.0261147 0.0060233 0.020065 -0.0221799 0.00299778 0.000330046 0.0285226 -0.0263072 internal_weight=18237.5 15146.1 8196.93 6949.2 5116.45 1347.87 3768.58 3080.48 2851.64 2787.01 981.572 817.013 2666.12 6568.05 1223.9 1113.07 2429.66 1836.63 5344.15 376.551 421.975 856.477 381.154 142.69 227.85 973.23 122.187 256.589 228.843 847.345 internal_count=120000 96436 39149 57287 23147 8238 14909 16002 14969 10915 3994 3308 10202 55352 7584 6889 13291 9329 47768 1905 1678 5789 1935 646 786 7117 758 1100 1033 5679 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=31 num_cat=0 split_feature=501 281 361 466 394 516 516 283 501 463 453 434 512 392 491 264 424 411 404 500 466 359 522 69 395 426 473 293 501 293 split_gain=855.701 343.31 313.672 287.747 137.405 134.624 108.661 97.886 80.8869 73.0628 69.3363 68.4117 56.8104 56.3736 56 55.2858 54.4949 48.9671 46.0168 45.52 44.9641 40.6664 36.6903 35.433 32.4169 31.0588 30.6061 29.2496 24.3084 23.7768 threshold=-1.5247683525085447 -0.12260430678725241 0.19086918234825137 -0.45817215740680689 -0.11308376863598822 -0.41803805530071253 0.92148381471633922 -0.64334866404533375 0.79082429409027111 -0.13114260882139203 -0.49067367613315577 -0.17600451409816739 0.16569395363330844 -0.14418824017047879 -1.1739034056663511 -0.46135585010051722 0.06178331375122071 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2237 3046 242 internal_value=0.00175252 0.004017 0.0181391 0.00152229 0.00717188 -0.00462673 0.0125031 -0.00738486 0.00120032 0.0076803 0.0135996 -0.0125419 -0.0146591 0.0315078 0.00907436 -0.017323 -0.00152484 0.00370548 -0.0191348 0.00833336 0.00209826 0.0211075 0.00326346 -0.00423279 0.0144636 0.0253607 -0.00230909 0.0204941 0.0104334 -0.00912167 internal_weight=25875.3 24364.5 3657.49 20707 10792.2 9914.83 5701.26 8099.99 5090.9 1814.84 5561.16 4307.9 694.125 1994.67 3358.05 2734.01 3792.08 4396.77 632.371 2485.28 1662.81 789.833 2314.21 1573.89 1245.57 692.572 1911.49 2203.11 820.209 97.2615 internal_count=120000 96436 15887 80549 40478 40071 20282 34226 20196 5845 18925 20067 3628 9486 11320 13585 14159 16568 3280 8983 6401 3035 8081 6482 4073 2620 7585 7605 3260 415 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=31 num_cat=0 split_feature=504 501 522 505 335 430 501 516 522 516 504 385 516 505 497 386 452 499 506 437 495 508 506 393 316 501 499 424 497 507 split_gain=879.932 468.508 364.242 222.885 205.775 172.861 115.008 103.659 96.0726 79.5061 75.86 64.6175 63.2587 59.1529 56.2057 55.7933 55.4093 53.9541 49.1281 46.4952 39.1903 37.1547 32.9255 31.8364 30.6759 27.3749 26.8838 25.5509 25.2229 21.8092 threshold=-0.64543122053146351 0.48275098204612737 0.49424412846565252 -0.28879199922084803 0.4585623592138291 -0.15288056433200833 0.72277274727821361 -0.068168353289365755 0.27464909851551061 0.24605235457420352 -0.41112877428531641 0.63162085413932811 -0.4016361385583877 0.66253182291984569 1.2136543989181521 -0.08342729881405829 0.30625621974468237 0.43983168900012976 -0.10403056442737578 -0.20359489321708676 -0.78259801864624012 -0.13783074170351026 -0.088357269763946519 -0.57263469696044911 0.42323407530784612 0.3308039009571076 0.4328256249427796 -0.49833700060844416 1.3093484044075014 -0.69338297843933094 decision_type=2 2 2 2 2 2 2 2 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 -2 5 8 12 11 10 15 -3 14 -6 18 -5 -4 27 26 23 29 -12 -20 -13 -7 -19 -9 -10 -15 -17 -1 right_child=1 4 9 7 6 13 -8 25 17 -11 20 22 -14 16 -16 28 -18 24 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00038377076147880619 -0.012070237205146087 -0.013102796669985886 -0.017959662781771326 0.013078369125821374 -0.007833824586347236 0.0015862683615371208 0.033459434939684146 -0.01669122352142529 -0.0086486400585005768 -0.031285994458811278 0.028359707415318902 -0.014521438208102056 0.01816687733253505 -0.016455670331140794 -0.02241843412605217 0.0074668790944191618 -0.024069929468273944 -0.018587782829348296 0.028369549648190353 -0.033705777116347674 0.0079915579871609951 0.014934202300936309 0.015380830611071634 0.014232585828946875 -0.0011515955359425612 0.00068244941261341556 0.012584011732952755 0.012017844132972418 -0.029276089897757509 -0.032987713098720124 leaf_weight=159.85803849250078 2154.1359743997455 371.41186409443617 1529.3112701028585 3945.3166475370526 295.66804634034634 770.60536002367735 1271.1350121051073 480.18690647929907 260.51980797946453 937.42405544966459 298.83890397101641 370.52386029809713 1115.0763357505202 93.514182776212692 114.57168291509151 361.172965683043 182.3181915730238 1047.0886411070824 874.43198367208242 1792.7971773743629 1132.1034406498075 1258.2161393761635 122.25124873220921 1409.9877195879817 333.13709698617458 428.44855716079473 347.83225286751986 494.01771214604378 53.516968436539173 70.288005866110325 leaf_count=1259 9463 1550 7981 12808 1038 2932 5195 1933 1338 10011 981 1240 4030 326 557 1353 786 5930 3201 25242 3819 4662 380 4898 1512 1596 1287 1744 300 648 internal_value=0.000570751 0.00346612 -0.00418014 0.00154848 0.010412 0.00674314 0.0225494 0.00692123 -0.00133638 -0.0193218 0.00702267 0.00999914 0.0127139 0.0127697 0.0120749 -0.0135486 0 -0.00891512 0.0150484 -0.0309887 0.0122504 0.0204464 -0.0070913 0.00976604 -0.0143833 -0.00849435 0.00348323 0.00747534 0.00270712 -0.00979627 internal_weight=24075.7 22052.8 10496.9 7615.43 11555.9 8874.02 2681.88 5461.3 3790.93 2881.43 1802.35 4552.66 1410.74 5083.09 4059.89 1944 769.85 1988.58 4313.24 2022.94 1430.94 2132.65 492.775 2180.59 1380.23 908.635 608.352 587.532 414.69 230.146 internal_count=120000 92851 47622 27977 45229 34966 10263 18514 16417 19645 6350 14985 5068 18549 13365 9634 2856 10067 15693 27149 4800 7863 1620 7830 7442 3529 2625 2070 1653 1907 is_linear=0 shrinkage=0.05 Tree=101 num_leaves=31 num_cat=0 split_feature=501 517 398 516 283 516 272 272 501 495 486 455 516 501 506 516 454 398 398 422 501 511 412 512 501 503 503 515 496 422 split_gain=2229.47 1129.67 486.135 418.333 398.298 359.061 167.28 129.694 103.679 127.426 103.471 84.258 82.5146 79.4709 72.9507 64.6419 63.6883 59.727 57.7771 55.6411 50.6428 45.3919 44.7758 44.3167 43.3096 41.9909 38.9399 26.8443 25.7069 24.2172 threshold=-1.5247683525085447 0.26187726855278021 -0.36919276416301722 0.92148381471633922 -0.64334866404533375 1.0682604312896731 -0.68640008568763722 -0.13443286716938016 0.1930985823273659 -0.6370142102241515 -0.97453287243843068 -0.35900384187698359 0.29773791134357458 0.22992813587188723 -0.13411530107259748 0.07637717574834825 0.30169208347797399 -1.3737351298332212 0.045093815773725517 -0.029961229301989075 0.60021314024925243 1.1970827579498293 -0.54146569967269886 0.70089891552925121 -0.12928552180528638 0.25438864529132849 0.26349873840808874 -0.55357483029365528 -0.64827561378478993 -0.54961675405502308 decision_type=2 2 2 2 2 2 2 2 2 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 13 7 8 19 12 9 27 11 -8 22 14 -2 25 -12 -15 21 -6 -21 -10 -3 -5 28 -9 -26 -4 -16 -11 right_child=1 2 5 23 6 -7 10 15 18 29 16 -13 -14 17 24 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.036585372443479758 -0.025646500508813987 -0.030353904840351189 0.04753239548780596 0.036080439156383169 -0.018649920681766494 0.037065061349835553 -0.0298745937626613 0.013224107801612395 -0.02027447289653151 -0.0086647219903670733 0.035126510277079845 0.035391021447236812 0.015867513380183208 -0.012887588195633274 -0.015161462344566343 0.038926323789470807 0.0050022490338162392 -0.03356697540289335 -0.031298478607211903 0.019628733916576727 -0.016811169851606324 0.0091254016324197433 -0.011192286164670865 -0.0030182543713476867 0.012138568344523306 -0.021181732216901478 -0.025784508117165834 -0.027206120499126064 0.051046952940226542 0.040251779370679593 leaf_weight=2919.7665869891644 851.02403026819229 507.44689936190844 12.59221952408552 268.12492001056671 230.92124252766371 299.88966213166714 127.76855736225843 293.11577900499105 697.44422149658203 29.836094006896019 1887.4764141142368 80.510040603578091 197.76780888438225 377.74299835413694 19.399030581116676 175.82877597212791 193.90869757533073 4778.8955314047635 1371.1974469088018 394.95694790035486 125.45187435299158 161.40775420516729 767.21321970969439 98.973285958170891 127.69427798688412 126.98355238884687 143.59591603279114 214.25924456119537 58.161623649299145 159.5911088809371 leaf_count=23564 5778 2508 46 1519 1077 1825 631 1016 4006 119 7664 291 758 2289 84 571 681 45479 9902 1518 577 640 3204 416 623 513 876 1083 223 519 internal_value=-0.0033388 -0.0112267 0.00140188 -0.0263576 0.0107296 -0.0147723 0.0222428 -0.00619565 -0.0206498 0.00224524 0.0289603 -0.00461731 -0.0141623 -0.0293552 -0.0177535 0.0134791 0.0323228 -0.0320534 -0.0249257 0.00176366 0.0108332 -0.014743 -0.0188263 0.0255275 0.00148891 0.00280978 -0.00791808 -0.0230163 0.0344247 0.0325202 internal_weight=17698.9 14779.2 8055.57 6723.61 5109.35 2946.22 3040.99 2068.36 2646.33 416.279 2289.66 208.279 1472.43 6356.51 1199.87 595.928 2081.39 5156.64 2230.05 751.33 520.409 858.852 1274.66 367.098 348.851 420.099 271.29 226.851 77.5607 189.427 internal_count=120000 96436 39149 57287 21009 18140 12439 8570 16315 1767 9267 922 6470 55352 7584 2100 8345 47768 14548 3172 2095 4646 5712 1935 1806 1529 1499 1129 307 638 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=31 num_cat=0 split_feature=501 506 335 490 495 438 492 500 428 522 272 498 265 511 282 359 498 505 466 515 502 512 385 506 499 508 506 511 353 392 split_gain=797.119 277.464 213.506 191.316 160.095 104.175 98.8742 87.2543 86.8467 78.9612 82.8377 73.3777 73.3139 54.5782 52.6244 52.1051 45.3469 45.7665 49.166 41.5934 41.241 40.9834 40.813 37.8198 34.7564 34.0608 33.5348 32.5259 35.7376 32.3416 threshold=-1.5247683525085447 -0.35834977030754084 -0.74398902058601368 -0.43659770488739008 -0.48295503854751581 0.75058898329734813 -0.48432584106922144 0.24429204314947131 -0.21415190398693082 0.37194848060607916 -0.14588145166635511 0.23493663221597674 1.5319510698318484 1.1286929249763491 -0.49888049066066736 -0.42395958304405207 -1.6877250075340269 0.66253182291984569 -0.31788322329521174 2.194137811660767 0.7590586543083192 0.87827080488204967 -0.29411591589450831 -0.50585409998893727 0.41464507579803472 -0.3334898948669433 0.024808925576508049 1.3646806478500368 -0.56319546699523915 -0.29118748009204859 decision_type=2 2 2 2 2 2 2 2 2 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 8 9 14 21 24 -2 20 -11 29 15 22 23 -8 -9 18 -18 -19 -4 26 -7 -5 -3 -25 -6 28 -16 -10 right_child=1 2 4 5 6 13 12 16 11 10 -12 -13 -14 -15 27 -17 17 19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.034647607682640795 0.008271283483665284 0.035212606108297691 -0.012391753078284608 0.018512672930270202 0.0028607809230460552 -0.0099557901292444718 -0.010591741773078301 -0.007417525374441028 0.021043422255948848 0.017666553620107873 -0.0080298627428762506 0.01281673986613574 0.014441183674848146 -0.027545452509170822 0.013915839079950941 -0.022096481245421951 0.017115845276510232 0.034241985792871597 0.0014666021825789836 -0.033416965983721181 0.0067334808499518286 0.010876455043076038 0.01448206983917873 -0.0089506605528601717 -0.00083545150871908863 0.011642616470570417 -0.011728504864090604 -0.024985433038146376 -0.0021910928945580855 0.034730143686650707 leaf_weight=1419.7180607020855 1411.0869123786688 68.868607491254807 733.85396236926317 1286.4821779504418 769.5511866286397 573.38542506843805 2613.2541527301073 243.93928676843643 705.70483672618866 1338.2358487397432 409.26293814182281 1040.7576908171177 223.52214773744345 302.32807437330484 510.86796031147242 1581.913410961628 1652.2069080546498 392.88381358981133 721.94130808860064 23.95654733479023 457.17972858250141 587.19773559272289 243.15612718462944 289.29614291340113 2191.9910863563418 654.44174663722515 805.79335025697947 110.56536635011435 1055.1380440592766 1124.5728657543659 leaf_count=23564 4667 226 2764 4791 2740 2106 12489 923 2494 4704 1618 3895 927 1526 1671 9228 5392 1361 2358 257 1434 1910 847 1159 8963 2297 3101 608 3883 6097 internal_value=0.00176003 0.00390305 -0.000346926 0.0106684 -0.00482404 0.00405005 -0.00915695 0.00770017 0.0184344 0.00487838 0.0116455 0.0234273 -0.0134443 -0.00939897 0.00790315 -0.0149316 0.0132394 0.0150469 0.0123595 0.0303344 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threshold=-0.56942498683929432 0.91083210706710827 0.58701813220977794 -0.41079865396022791 0.43309569358825689 -0.03310809098184108 -0.71007260680198658 0.39573323726654058 0.6142806112766267 0.63162085413932811 0.64904704689979564 0.098409730941057219 -0.12972174584865567 -0.8106701374053954 0.25684560835361486 -2.0157874822616573 -0.13934382796287534 0.69792583584785473 -0.26587647199630732 0.30789424479007726 0.3333315402269364 -0.080573249608278261 -0.31214107573032374 -0.0074406370986253014 -0.68655595183372486 0.95664057135581981 -0.34100371599197382 -0.49712111055850977 -0.43817432224750513 0.78033095598220836 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 4 23 5 19 7 -3 10 11 16 -7 -6 -8 -12 24 -5 28 -11 -2 -21 -14 -9 -4 26 -15 -1 -17 -10 -27 right_child=1 6 3 8 12 9 13 22 17 18 14 -13 21 25 -16 27 -18 -19 -20 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=0.062053919877626554 -0.015074309800819223 -0.014301073085336478 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376.51122632622719 665.13969776034355 440.06954648345709 826.39523047208786 409.70481886714697 189.84538999199867 39.281366713345051 68.260151460766792 56.764835186302662 1672.7486150562763 431.27189865708351 21.46242842823267 leaf_count=74 2466 7354 604 5542 1938 17955 5124 230 143 1707 1543 2820 659 14538 1350 641 8549 4772 1303 2400 1859 4277 1402 1625 473 356 205 26420 1575 96 internal_value=0.000571817 0.00327524 0.00843747 0.0152869 0.00408731 0.0066617 -0.0165601 -0.00557699 0.0171743 0.00982283 0.013539 0.0118302 -0.0103626 -0.0233383 0.0010676 -0.0311901 0.0161021 0.0280369 -0.00489021 -0.00639168 -0.00127544 -0.0173846 0.0177206 -0.0225395 -0.00110964 -0.0278166 0.0157244 -0.0331887 0.0155949 -0.00230948 internal_weight=23727.1 21866.2 17350.9 6738.91 10612 9007.59 4515.34 1723.54 6418.82 7251.82 4809.81 6381.54 1604.38 2791.8 820.363 1860.9 3989.44 1609.01 870.285 1755.76 1105.21 1035.69 469.383 320.094 116.108 2004.04 76.8268 1744.79 473.831 89.7226 internal_count=120000 92187 63087 25703 37384 30510 29100 8986 23474 23785 16984 20775 6874 20114 2893 27813 14091 6490 3010 6725 4259 4936 1632 2229 752 14990 279 27061 1718 452 is_linear=0 shrinkage=0.05 Tree=104 num_leaves=31 num_cat=0 split_feature=501 517 284 516 398 516 347 438 428 501 495 501 506 411 398 516 272 516 272 272 473 512 438 503 400 503 506 303 501 495 split_gain=2075.98 1080.03 465.605 394.54 300.498 246.777 214.43 114.173 106.554 101.245 135.143 93.7141 90.9397 83.8508 63.7177 63.2611 55.9078 54.5166 45.5931 42.5771 35.2725 35.075 28.2056 27.496 26.6748 24.4209 33.011 23.7118 23.6802 36.0013 threshold=-1.5247683525085447 0.26187726855278021 -0.69920870661735524 1.2674531340599062 -0.4105676114559173 1.0682604312896731 -0.47024257481098169 0.69999036192893993 -0.77878308296203602 0.40411214530467993 -0.67049801349639881 0.22992813587188723 0.050835797563195236 -0.52293887734413136 -1.3737351298332212 0.64727765321731578 0.21445471048355105 0.27931042015552526 -0.64977222681045521 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114.3 88.5805 75.1741 72.4897 70.0437 65.1267 55.5429 36.4452 35.7854 26.6373 22.57 21.2381 20.6064 16.7888 15.6114 14.1268 12.0919 11.7911 9.56751 9.49116 11.062 7.28 7.05167 threshold=-1.5247683525085447 -0.63742512464523304 1.4701720476150515 -0.39381648600101465 -0.24602714926004407 0.19086918234825137 -0.64334866404533375 -0.089917950332164751 0.12230336293578149 0.23709271848201754 -0.085884898900985704 -0.52015456557273854 0.59171512722969066 -0.089917950332164751 -1.1739034056663511 0.26096384227275854 0.05096490494906903 0.74108535051345836 -0.64607027173042286 -0.78378084301948536 -0.78923979401588429 -0.46224880218505854 -0.83132138848304737 -0.18590350449085233 -0.33741280436515803 -0.59113112092018116 0.54795876145362865 -0.049178650602698319 -0.20989649742841718 1.7203919291496279 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 13 3 8 6 7 10 -6 11 -8 -5 12 -3 15 -13 21 22 -7 24 26 -18 -2 -10 25 28 -23 27 -17 -15 -4 right_child=1 2 29 4 5 17 9 -9 16 -11 -12 14 -14 18 -16 19 20 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.034542248612373011 -0.041280674212124766 0.0050715925111743743 -0.034294323066751328 0.0068792689499910051 0.0036279365268160461 -0.0032767420470280343 -0.004645881922507848 0.034526780760356528 0.0088241111547774139 -0.017319662344115628 -0.0053023948194626334 0.02051487776190777 0.017974575319652249 -0.0035168344167327858 -0.0010725933233993693 -0.020617445099626035 0.021779623464224716 0.016597149868791579 0.035537302459763088 0.033343847177807424 0.00042085390412839363 -0.018312999925806397 0.023329837107617962 -0.029436529563253488 0.02391472396399745 0.02838524589631948 0.025385602508991956 0.01643970594440352 -0.076893396853715379 0.039742135005202045 leaf_weight=1333.8417098857462 32.807462513446808 2511.6573569327593 398.12984083965421 2905.9154743105173 469.15191765129566 1421.0006799325347 3104.1214815378189 828.57237491756678 196.2168602347374 1879.3522655665874 2106.047026693821 208.71133188158274 1603.1912293955684 6.7368374913930893 3068.42958483845 44.815330401062965 133.75111303478479 158.68526681512594 960.10523544251919 156.91683652251959 295.89017686247826 15.726759180426596 1218.2330531030893 23.575961023569107 13.424377307295797 35.055360585451126 41.411293551325798 36.315720692276955 7.0236668288707751 3.1009442359209052 leaf_count=23564 109 9390 4541 9685 1830 5213 12494 2979 609 8889 8461 723 5042 20 11574 189 445 584 6791 912 1012 52 4256 81 46 114 181 170 21 23 internal_value=0.00177612 0.00380472 0.00232709 0.00298128 -0.000765332 0.00983406 -0.00381717 0.0233613 0.00820363 -0.00942663 0.00175948 0.00575677 0.0101003 0.0280087 0.000301307 0.0119197 0.0180082 -0.00127625 0.0343023 0.0213442 0.00708518 -0.0126072 0.0213219 1.50419e-05 -0.00910303 0.0138174 0.00592302 -0.00396863 -0.0416151 -0.0336999 internal_weight=25217.9 23884.1 22510.2 22108.9 12872.8 2877.41 9995.44 1297.72 9236.08 4983.47 5011.96 7391.99 4114.85 1373.91 3277.14 386.625 1844.09 1579.69 987.29 279.459 429.641 107.166 1414.45 74.3581 27.1849 50.7821 122.542 81.1311 13.7605 401.231 internal_count=120000 96436 87750 83186 50135 10606 39529 4809 33051 21383 18146 26729 14432 8686 12297 1808 6322 5797 6878 1452 1457 356 4865 247 87 166 540 359 41 4564 is_linear=0 shrinkage=0.05 Tree=106 num_leaves=31 num_cat=0 split_feature=512 517 501 513 507 503 498 404 510 385 503 409 517 498 500 495 516 506 393 347 516 501 505 509 335 33 412 262 500 386 split_gain=754.396 822.115 189.556 175.785 147 134.873 123.031 97.6927 79.6373 79.145 68.6654 58.5914 53.8694 52.5252 44.487 41.8831 41.8184 40.3728 39.9456 38.6376 32.0474 29.6884 30.4829 29.1022 24.1015 22.5991 22.4624 21.9556 21.1886 19.6375 threshold=-0.56942498683929432 0.91083210706710827 0.58701813220977794 -0.41079865396022791 0.43309569358825689 -0.03310809098184108 0.67565608024597179 0.88425904512405407 0.59564483165740978 0.79105156660079967 0.66744008660316478 -0.70508828759193409 0.098409730941057219 0.79512140154838573 1.2545269131660464 0.60483109951019298 -0.43817432224750513 -0.22199790924787519 -0.57675376534461964 -0.48994667828083033 1.0682604312896731 0.21636792272329333 -0.73250573873519886 -0.68655595183372486 -0.27476054430007929 0.017087330110371116 -1.0131158232688902 -0.34100371599197382 0.35942614078521734 1.2834591865539553 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 4 28 5 21 11 10 -8 12 18 26 -7 20 -1 -12 -9 -11 -5 29 25 -2 -23 27 -18 -6 -3 -16 -4 -13 right_child=1 6 3 7 13 9 8 16 -10 17 15 19 -14 -15 23 -17 24 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033227495163953749 -0.017431178007188096 -0.00094547987546267506 -0.0043898020676332106 0.0086718056802551763 -0.0067684125211154829 0.012813328227178384 0.016163771409590959 -0.011337149282674167 -0.023643339953975644 -0.015773275484689927 0.0059521570742564582 -0.017484118006086548 -0.00147515003764301 0.0060541102982212104 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867 1536 1877 5650 2904 1304 82 720 874 1001 9548 12632 2211 1536 3555 700 5430 1080 5469 236 1729 156 internal_value=0.000573533 0.00313857 0.00808437 0.0146996 0.00391512 0.00640206 -0.0160972 0.0165057 0.00469432 0.00941826 0.0129929 -0.0194444 0.0111721 -0.0101024 -0.030898 -0.00097329 0.0274976 -0.00622206 0.0155532 -0.0237871 -0.0152174 -0.00608191 -0.00232286 -0.00373272 0.0292517 -0.0117161 -0.0105701 0.0139216 -0.021926 -0.0162404 internal_weight=23364.4 21603.9 17185.5 6643.31 10542.2 8954.02 4418.34 6331.29 612.46 7211.99 4798.47 3805.88 6485.13 1588.19 1760.54 743.104 1532.82 726.863 4055.37 2554.89 1206.52 1742.03 1309.02 139.236 1466.72 1019.38 1250.99 87.0544 312.017 1021.62 internal_count=120000 92187 63087 25703 37384 30510 29100 23474 2397 23785 16943 26703 21248 6874 27813 2597 6531 2537 14346 18438 5570 6725 5091 1018 6304 3359 8265 318 2229 5806 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=31 num_cat=0 split_feature=501 517 319 516 516 468 398 501 512 331 499 499 284 398 501 272 512 506 505 437 398 433 501 328 422 501 438 496 510 516 split_gain=1932.61 1024.76 440.461 374.671 333.795 205.98 184.58 114.488 112.541 109.094 90.1462 188.845 89.122 86.393 72.4786 72.082 63.0267 60.6911 65.312 57.2681 53.629 45.4839 40.8457 38.0632 34.7236 33.0509 31.1641 30.2363 28.7414 27.5601 threshold=-1.5247683525085447 0.26187726855278021 -0.31154425442218775 0.71164464950561535 0.095541097223758711 -0.39640058577060694 -0.54342192411422718 0.42808705568313604 0.6788156032562257 -0.17795087397098538 0.44043914973735815 0.41186757385730749 -0.69920870661735524 -0.10819315537810324 0.22992813587188723 -0.58378624916076649 0.68315169215202343 -0.24339975416660306 -0.41062609851360315 0.74571543931961071 -1.3737351298332212 -0.50954437255859364 -0.23845352232456204 -0.48180635273456568 1.1627900600433352 0.36312986910343176 2.2597397565841679 -0.28968842327594752 -0.86639800667762745 -0.31039679050445551 decision_type=2 2 2 2 2 2 2 2 2 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 14 6 7 9 29 -6 12 11 -7 -3 15 17 -10 -5 -2 28 21 -16 -12 -20 -11 -8 -26 -9 -18 -19 -4 right_child=1 2 5 16 8 10 24 26 13 23 19 -13 -14 -15 20 -17 27 18 22 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.03613708000421819 -0.02611792866668888 -0.012414529177992056 -0.012508261630836726 0.035236461043507264 0.034291546544663772 0.035781564948985337 -0.028306588113452998 -0.028501043101555847 -0.0035147748060296575 -0.02145978447181696 0.0067604525565009583 -0.03213942662464353 0.021138255270464135 -0.027969272553406505 -0.013036897367545475 0.028941759756854004 0.013211854838470531 -0.007785972939103207 0.03578118365356573 -0.014830479950620602 -0.033196363360331257 0.035338214775691427 -0.017497221131860752 -0.0022290647066950582 0.027165279031215663 -0.021803854432776226 0.019577759051915181 -0.032887181019563221 0.064433981386710845 0.03063257329008744 leaf_weight=2598.1077286601067 738.70797143131495 307.49441311508417 47.0050910115242 261.74008589237928 462.43114628642797 221.78808095306158 1672.8950503244996 353.51078257709742 366.03591974824667 713.09609282761812 154.86919751018286 189.81067496538162 554.32968228310347 172.09487821906805 357.70558745414019 320.63686177134514 86.546417348086834 19.279835186898708 40.870923973619938 66.289661429822445 4405.008192781359 1424.0000833272934 292.54095870256424 403.53734494000673 56.23931522667408 88.541224800050259 37.059284552931786 60.168779887259007 46.987341031432152 170.87742402404547 leaf_count=23564 5297 1354 242 1564 2310 1040 11240 2519 1521 3229 592 1053 2027 954 2252 1138 321 90 166 465 45192 6180 1798 1582 199 554 151 432 175 799 internal_value=-0.00348679 -0.0107927 0.00134715 -0.0257671 -0.00723648 0.0178297 -0.0147706 -0.00771914 0.0144067 -0.00419939 0.0253902 0.00444714 0.00916094 0.00369049 -0.028973 0.0116353 0.0205333 -0.0176264 -0.00191676 0.0306263 -0.0316836 0.0325388 -0.0109424 -0.0145153 -0.0262733 -0.00274189 -0.0239224 -0.0056691 0.0433668 0.0213011 internal_weight=16690.2 14092.1 7782.54 6309.56 5117.33 2665.21 3796.13 608.453 1321.2 1978.46 2056.76 411.599 861.824 858.768 5901.1 686.673 408.455 1138.39 399.679 1645.16 4762.71 1578.87 333.412 1116.63 1817.68 144.781 390.57 146.715 66.2672 217.883 internal_count=120000 96436 39149 57287 26108 13041 20185 3711 5923 8192 9330 2093 3381 3613 54970 2659 2317 7526 2229 7237 47444 6772 1964 4811 11993 753 2670 753 265 1041 is_linear=0 shrinkage=0.05 Tree=108 num_leaves=31 num_cat=0 split_feature=501 437 516 466 516 264 412 516 335 331 350 428 500 434 506 517 438 463 385 509 392 153 446 136 3 452 468 428 237 84 split_gain=692.864 287.741 190.326 179.239 145.377 130.571 123.235 99.5219 110.708 96.2104 66.4837 62.9072 53.9991 53.3248 49.1155 40.3398 39.5644 31.6318 28.1269 26.0105 23.1547 20.7066 19.1195 18.8774 17.9166 14.8874 13.432 12.1257 11.8415 12.386 threshold=-1.5247683525085447 0.93646863102912914 1.4701720476150515 -0.38212409615516657 -0.2923759371042251 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113.40209600329399 205.10423427820206 932.11557104438543 25.894597187638283 79.323618933558464 leaf_count=23564 2379 355 4470 5159 6744 365 509 22042 6143 5886 171 4357 7751 6943 2945 575 2465 4061 3842 332 363 568 393 263 470 424 633 5465 100 263 internal_value=0.00179211 0.00371131 0.00196239 0.00258476 -0.00244548 0.0211004 0.00680108 0.00366603 0.00153736 -0.00824432 0.0314998 0.00406037 0.015354 -0.0137132 0.0109098 0.00430039 0.000387606 -0.000996082 0.0175675 0.0193197 0.00708858 0.00657017 0.00328978 -0.00418717 0.0116904 0.0205014 -0.0096878 0.0369129 -0.00370146 -0.0098582 internal_weight=24910.1 23657.3 21495.8 21126.4 9632.87 2161.56 11493.6 8411.16 7294.65 5093.57 1259.59 4539.3 3082.39 3118.38 1928.22 814.276 1975.19 2611.08 1116.52 2268.11 228.824 901.966 760.214 401.932 358.282 221.014 319.823 1030.77 156.47 130.576 internal_count=120000 96436 86603 82133 38560 9833 43573 32536 28185 22038 6727 16522 11037 13687 7302 2954 8351 9220 4351 8083 897 3106 2538 1289 1249 779 1026 5830 534 434 is_linear=0 shrinkage=0.05 Tree=109 num_leaves=31 num_cat=0 split_feature=504 517 504 503 518 500 384 477 512 335 450 515 281 228 497 497 511 430 392 335 497 384 515 500 503 479 441 264 500 484 split_gain=701.119 788.668 177.724 184.519 132.129 120.005 91.5666 94.3262 85.2908 68.0722 59.9845 44.7573 44.2233 40.4572 36.7647 31.8208 29.7914 28.2038 26.3222 24.1305 22.8996 21.8516 21.0821 19.7975 18.8526 20.2405 19.5467 17.7123 17.5744 16.9704 threshold=-0.64543122053146351 0.91083210706710827 0.6520231068134309 -0.12455070391297339 -0.71007260680198658 0.091506041586399092 -0.3485718816518783 0.47849364578723913 0.57421383261680614 0.47335995733737951 -0.8106701374053954 0.56328448653221141 -0.2893183827400207 -0.2435653209686279 1.2757804989814761 -0.14298964291810987 -0.31214107573032374 0.59872531890869152 -0.17694362252950666 0.95664057135581981 -0.092052865773439393 0.30839499831199652 -0.014944262336939572 1.0848769545555117 0.36649888753890997 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0.023271 0.0123505 -0.00178206 0.017054 -0.00677126 -0.0110887 -0.0272506 -0.00576922 -0.00126652 -0.00920316 0.00741781 0.00439134 -0.00673379 0.0358763 -0.0284371 -0.0130266 -0.0159431 internal_weight=23024.9 21293.6 16916.1 15394.5 4377.58 1659.63 13842.3 6322.2 1521.54 7520.07 2717.95 5141.06 1731.25 1917.17 5602.91 1164.87 457.656 1552.26 262.629 1961.69 1181.14 85.8519 645.069 519.802 133.971 98.9333 35.038 1875.84 1201.97 975.058 internal_count=120000 92851 62282 54097 30569 8818 48155 21068 8185 27087 21751 17160 27149 7638 19449 3997 1614 5942 2451 16683 3908 440 2127 1870 978 826 152 16243 7204 5965 is_linear=0 shrinkage=0.05 Tree=110 num_leaves=31 num_cat=0 split_feature=501 517 364 516 413 510 272 516 499 501 450 499 499 499 491 307 501 512 506 438 499 503 413 439 286 501 272 516 503 507 split_gain=1801.7 973.744 410.788 349.703 277.107 180.493 177.438 154.861 114.665 106.778 103.364 83.1559 77.646 76.7951 77.1616 73.7403 72.1928 60.0251 58.5861 55.4313 52.1611 51.0213 48.9014 44.2282 39.7155 38.1509 35.3417 32.6204 32.6151 37.8717 threshold=-1.5247683525085447 0.26187726855278021 -0.31955662369728083 0.71164464950561535 -0.62070816755294789 0.9941241741180421 -0.40254357457160944 1.0682604312896731 0.44043914973735815 0.48275098204612737 -0.69595402479171742 0.39744201302528387 0.44043914973735815 0.44043914973735815 -1.0319421887397764 -0.64800769090652455 0.22992813587188723 0.68315169215202343 -0.24339975416660306 0.56746637821197521 0.37289343774318701 -0.078708913177251802 -0.85448172688484181 -0.47262625396251673 -0.68390005826950062 -0.23845352232456204 -0.21145000308752057 -0.0058490941300988189 -0.17081565409898755 -0.24717178940773007 decision_type=2 2 2 2 2 2 2 2 2 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 16 6 8 13 19 11 10 -10 -4 20 -3 -15 27 18 -5 -2 -6 -8 -20 28 -14 -17 -23 -21 -7 29 -18 right_child=1 2 5 17 7 15 12 -9 9 -11 -12 -13 23 14 -16 24 22 -19 21 26 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.035935689867220587 -0.025718112194459037 -0.032147625111644922 0.02728890136725657 0.0347514316653161 -0.028779834867499833 -0.017929059339155399 0.036334978155270835 0.034708676334394499 -0.0062828143733584156 -0.011097562509886791 0.034628203572769634 -0.034784608434130795 0.030048087268752639 -0.022159968082828763 0.0058767430760792456 -0.00831445019767405 -0.026546371616357263 -0.0056514272850809299 0.037624497341366518 -0.017528962392925569 -0.040964614068170535 0.035345334787233611 -0.033891036013500311 -0.0033701207132307582 0.03344484492124522 -0.016363811310041856 0.011474304907584838 0.024030623286833995 -0.024840212840859674 0.026578739101000184 leaf_weight=2449.0463758111 720.9511550962925 254.92496659606695 67.136587560176849 250.82820940762758 1539.5825944915414 117.12027538195252 30.123008757829666 119.2108188867569 223.17261102795601 367.90968164801598 499.28528667241335 271.85100082680583 734.3513119071722 340.65898485481739 876.59943552315235 59.299262955784798 62.415492329746485 144.73400852829218 67.933674775063992 438.34317407011986 78.092170581221581 40.574868850409985 3737.1448906213045 114.10759775340557 1304.6926830708981 287.63241734355688 137.83002310246229 76.459869310259819 724.01020126417279 72.265505343675613 leaf_count=23564 5297 1567 302 1564 10867 483 139 761 938 1917 1920 1784 2583 1754 3414 402 541 753 271 2270 396 164 40406 489 6300 1794 552 311 6114 383 internal_value=-0.00357605 -0.0106094 0.00127528 -0.0254954 -0.00799584 0.0157528 0.00369355 -0.0207012 0.00291798 0.0108174 0.0219844 -0.0224718 0.0204583 -0.00719802 -0.00196661 0.0275269 -0.0286437 0.0199579 -0.0172308 -0.0238271 -0.0193875 -0.00176912 -0.0314163 0.025548 0.0316252 -0.00994718 -0.0105814 -0.00132625 -0.0206374 0.00192033 internal_weight=16208.3 13759.2 7650.75 6108.49 4663.82 2986.93 2428.86 2234.97 1429.36 1090.37 722.458 338.988 956.674 1472.18 1217.26 1557.57 5712.93 395.562 1117.09 2115.76 108.215 396.141 4595.84 848.459 1363.99 328.207 576.173 193.58 858.691 134.681 internal_count=120000 96436 39149 57287 24792 14357 10342 14450 6861 4775 2858 2086 3607 6735 5168 7496 54970 2317 7526 13689 535 2229 47444 3072 6702 1958 2822 794 7038 924 is_linear=0 shrinkage=0.05 Tree=111 num_leaves=31 num_cat=0 split_feature=501 504 516 306 418 433 517 451 516 516 516 284 452 393 501 453 319 517 275 501 168 370 472 202 395 258 373 454 313 286 split_gain=646.063 291.724 186.123 152.104 112.599 116.707 107.025 73.7979 71.4162 71.4044 66.0285 64.0839 55.6275 55.417 50.8057 50.0583 49.2269 35.9697 24.3733 14.496 14.0146 11.6566 8.83661 8.95015 7.68079 7.5674 7.49623 7.15512 7.27098 6.8867 threshold=-1.5247683525085447 -0.64543122053146351 1.4701720476150515 -0.56099188327789296 0.010052723344415428 -0.50954437255859364 0.38198642432689672 -0.22302067279815671 -0.42007783055305475 0.095541097223758711 -0.44043020904064173 -0.69920870661735524 -0.049994846805930131 -0.72929275035858143 0.72691997885704052 -0.49067367613315577 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840 internal_value=0.001807 0.00362213 0.00232822 0.00291671 -0.00238804 -0.00745609 0.00619284 0.00265881 -0.0131217 0.0117916 -0.00243572 0.000311184 0.0276766 0.00702512 0.00340532 0.0147639 0.00426119 0.00930049 -0.00249715 0.033497 0.0076681 0.00118753 -0.0132067 -0.0229524 0.0110904 0.0277231 0.00150298 -0.0332331 -0.0338894 0.0340246 internal_weight=24613.4 23437 22240.9 21879.1 8352.74 4740.37 13526.3 8292.81 3115.61 5233.53 3826.75 1076.67 1196.05 4466.07 1624.76 4156.86 3612.37 2069.77 1542.6 926.279 269.769 204.31 83.0521 61.2709 121.258 44.0781 77.1796 361.837 358.814 919.837 internal_count=120000 96436 88112 83548 33953 21052 49595 31468 14984 18127 15194 3735 8324 16274 6068 14392 12901 7441 5460 7132 1192 831 299 219 532 196 336 4564 4541 7110 is_linear=0 shrinkage=0.05 Tree=112 num_leaves=31 num_cat=0 split_feature=512 517 501 513 513 518 498 503 335 385 507 512 503 458 333 462 501 506 506 501 502 517 495 437 510 501 364 506 520 501 split_gain=646.621 692.585 168.223 152.649 135.868 116.268 111.029 108.801 94.848 66.1699 75.1789 55.3635 54.1052 51.298 48.1719 44.4362 40.9447 38.531 38.1559 30.8503 29.6484 26.5282 26.2536 24.8167 23.1048 24.7369 21.845 20.5527 19.1733 17.8195 threshold=-0.56942498683929432 0.93349918723106395 0.58701813220977794 -0.41079865396022791 0.93146377801895153 -0.71007260680198658 0.39573323726654058 -0.042325172573328011 0.6142806112766267 0.79105156660079967 1.0000000180025095e-35 0.55984300374984752 0.64904704689979564 -0.53227862715721119 0.9369700849056245 -0.42227558791637415 0.72277274727821361 -0.13934382796287534 -0.21315971016883847 0.34779317677021032 -0.32575602829456324 1.8840520381927492 -0.74031889438629139 -0.0074406370986253014 -0.80656978487968434 0.32202665507793432 -0.20615869760513303 -0.51255950331687916 4.4411437511444101 0.1104106940329075 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 4 23 7 6 -3 19 12 10 -9 -6 17 -7 -14 20 27 -5 -11 -2 -1 28 -21 -4 -13 -26 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47.679300867021084 435.7711898162961 1919.1901561282575 216.59683718532324 623.91585153341293 1725.2875777222216 181.44847046583891 1384.3624831661582 967.70361740887165 2262.705964922905 291.4024329520762 119.8690669760108 27.269259445369244 27.088818147778511 831.10709204152226 172.1919134221971 165.33769055455923 595.15875388681889 56.564796332269907 505.23879198729992 23.342831015586853 387.91613556444645 leaf_count=1563 2922 7300 609 5573 2569 5416 41 16150 164 1540 6466 666 2231 14383 678 25824 4405 8575 1004 433 217 101 3295 1652 551 2047 209 1950 101 1365 internal_value=0.000583505 0.00288833 0.00738303 0.0137 0.00345401 -0.0153468 -0.00496557 0.00549887 0.0153841 0.00806193 0.00958668 -0.0124432 0.0118559 -0.022053 5.80094e-05 -0.030315 0.0262351 0.0143076 -0.00627302 -0.00596194 -0.00768259 0.0161762 0 -0.0211681 -0.00739462 -0.0115001 0.0145524 0.0153594 0.0192563 0.0218359 internal_weight=22701.1 21125.5 16948.4 6498.6 10449.8 4177.19 1639.75 9259.14 6199.37 7567.28 6840.11 1190.62 4678.75 2537.44 805.364 1575.57 1520.62 3873.39 727.174 1691.86 191.211 450.194 950.976 299.231 977.093 760.496 83.8341 552.918 423.106 399.763 internal_count=120000 92187 63480 25837 37643 28707 8908 31810 23576 25160 22616 5833 17057 19799 2909 27813 6519 14148 2544 6650 1989 1608 3728 2261 3264 2598 426 2114 1507 1406 is_linear=0 shrinkage=0.05 Tree=113 num_leaves=31 num_cat=0 split_feature=501 517 398 293 516 516 499 516 463 499 516 505 501 501 516 512 272 454 406 398 388 499 457 512 499 496 505 500 496 263 split_gain=1680.66 925.324 396.145 351.231 326.646 271.166 183.074 128.012 120.758 103.359 93.7202 86.1582 72.2966 69.8747 63.0876 57.2057 53.4012 47.3822 46.7217 45.9909 45.0406 63.1995 42.1267 31.8369 31.7328 44.555 30.2858 29.2156 28.063 26.1774 threshold=-1.5247683525085447 0.26187726855278021 -0.23195733875036237 -0.51367989182472218 0.71164464950561535 1.0682604312896731 0.44043914973735815 0.14369950443506244 -0.16149094700813291 0.35944716632366186 -0.14709760248661038 -0.027719781734049317 0.2932653427124024 0.049846312031149871 -0.036332577466964715 0.68315169215202343 -0.60073658823966969 0.30169208347797399 -0.24643807858228681 -1.3737351298332212 0.008609651122242214 0.44043914973735815 -0.54552546143531788 0.79194122552871715 0.44043914973735815 0.44300916790962225 -0.41879262030124659 1.1473212838172915 -0.28968842327594752 0.16463460773229602 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 6 12 13 9 11 10 -3 -5 -8 14 22 24 -6 -9 29 -19 27 -15 -22 -4 -12 -2 -26 -16 -14 -17 -10 right_child=1 2 5 8 15 -7 7 16 17 -11 23 -13 19 20 26 28 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.035748462461919976 -0.034891200357775584 0.025848999434511216 -0.02089448030276592 -0.020176812521015108 0.03426776419418294 0.035695588977204866 0.0054180980217003582 0.0091612803554267149 0.036933899028691902 -0.036322416840565773 0.035051560755857976 -0.016595280991393097 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leaf_count=23564 3384 334 313 1203 1564 1646 4611 1325 5632 3043 833 3063 1836 9442 139 321 1116 372 498 42977 1699 2582 283 444 5410 117 944 163 432 710 internal_value=-0.00366522 -0.0104338 0.0012015 0.00873959 -0.0252239 -0.0162622 -0.00207226 0.00367926 0.0241915 -0.0278031 0.00373262 -0.00276492 -0.0283191 -0.0220146 -0.0184082 0.0193458 0.0233263 0.0310158 0.00938535 -0.0316198 -0.0245072 -0.0153112 0.0122854 0.0218262 -0.0231442 -0.0172785 0.00565034 -0.012801 -0.00556478 0.0343988 internal_weight=15750 13441.9 7523.17 5255.16 5918.68 2268.02 3091.65 2526.75 2163.5 564.904 541.38 1902.55 5534.48 2042.09 1383.23 384.204 624.2 1622.12 219.637 4151.25 1903.9 785.115 138.18 308.295 1155.9 771.387 227.331 302.083 143.828 1402.48 internal_count=120000 96436 39149 23184 57287 15965 13492 10115 9692 3377 2480 7674 54970 14319 9994 2317 2441 7212 870 44976 13723 4281 596 1277 8911 5527 1083 1999 753 6342 is_linear=0 shrinkage=0.05 Tree=114 num_leaves=31 num_cat=0 split_feature=501 504 506 411 418 498 293 512 517 398 335 503 431 513 499 507 472 437 501 510 506 500 48 501 281 258 507 343 515 455 split_gain=602.413 268.811 157.31 167.339 115.274 109.347 109.015 91.9197 75.8832 76.6652 67.5871 56.1251 55.2508 50.95 49.6682 47.9904 47.3935 46.9321 42.1122 41.8254 36.9444 36.5554 32.5134 31.8329 30.9845 30.0833 27.5106 20.1115 19.2803 18.7718 threshold=-1.5247683525085447 -0.64543122053146351 0.34963682293891912 -0.52015456557273854 0.27227647602558142 0.14541117101907733 -0.51367989182472218 0.70548278093338024 0.35144518315792089 -0.51859909296035755 0.68299487233161937 0.58707097172737133 0.62151637673378002 0.96352413296699535 0.41186757385730749 0.15628675371408465 -0.086773119866847978 0.05163498409092427 0.71849623322486889 1.1447139978408816 -0.3418456614017486 1.1664814352989199 -0.19794879108667371 0.49798716604709631 -0.11527208238840102 0.13226444274187091 -0.17636865377426145 -0.5780067741870879 -0.030461440794169899 -0.50602915883064259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 17 3 5 8 10 15 13 22 -10 21 16 14 24 -7 -6 25 23 -12 -8 -14 -3 -5 -2 28 -9 -13 -26 -4 -28 right_child=1 2 7 4 6 12 19 11 9 -11 18 26 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 29 -29 -30 -31 leaf_value=-0.034258795221002385 -0.00087788030812460292 0.020380073729691625 -0.024019095577139649 -0.004008952026624722 -0.0042324475269034916 0.037554728647352792 -0.010903343045040842 0.0056676412834893572 0.0010958268681660552 0.019781725447675806 0.0067218225739335367 -0.02851456030990342 0.025783695838201989 -0.034188663816999566 7.0027445087896388e-05 0.0096978864603800702 -0.015412248664183429 0.034167090187553179 -0.025466801687144103 -0.028580088033183827 -0.0071851055425042401 0.0067879174156294624 0.0061320912736518183 0.028256620946445724 -0.014480667633982992 -0.015940801566008179 0.034338979862703518 0.021711141977565698 -0.010093059649493879 0.010509173839991592 leaf_weight=1104.4512716643512 202.04253237694502 2892.1794442310929 369.98167795687914 1991.5226199477911 2391.7819073721766 90.762803338468075 970.9866358153522 952.28284481167793 948.6692598387599 1304.5498034730554 656.01026527583599 29.403704553842545 400.67583850026131 312.55510537698865 3232.9664093479514 833.61935767158866 591.59139557182789 772.70420773327351 120.10872188210487 511.97218988835812 107.5109104141593 598.30642384290695 1310.3292106837034 174.30697782337666 60.172950960695744 193.69617193937302 157.6427089869976 105.15286208689213 764.77180033177137 175.56102232635021 leaf_count=23564 835 9620 1513 7374 9362 301 4130 3438 3673 4806 2066 123 1364 4127 13071 2923 3027 6346 459 3416 444 1948 4705 1143 253 842 644 418 3351 714 internal_value=0.00181813 0.00353419 0.00230658 0.00420474 -3.47926e-05 0.00957814 -0.00579093 -0.00707938 0.0048431 0.011917 0.0150844 -0.000182979 0.00344571 -0.0160571 0.00109625 -0.000630351 -0.0039195 0.0271114 0.00173137 -0.0170109 0.018799 0.0180519 1.40378e-05 0.0126065 -0.0116919 0.00200989 0.0177043 0.00850754 -0.0146397 0.0218053 internal_weight=24328.3 23223.8 22074.8 18362 10263.4 8098.52 4708.36 3712.81 5555.07 2253.22 4266.6 2100.18 3831.92 1612.63 3323.73 3225.4 1737.57 1149.05 776.119 1482.96 508.187 3490.49 3301.85 376.35 1300.08 1145.98 362.607 165.326 1134.75 333.204 internal_count=120000 96436 88112 69662 40389 29273 19831 18450 20558 8479 14093 8788 15180 9662 13372 12285 7307 8324 2525 7546 1808 11568 12079 1978 5535 4280 1481 671 4864 1358 is_linear=0 shrinkage=0.05 Tree=115 num_leaves=31 num_cat=0 split_feature=504 517 501 507 518 503 498 437 451 395 507 450 437 335 501 503 516 503 505 495 335 446 507 499 501 501 505 384 327 498 split_gain=600.395 658.661 181.876 154.993 118.781 110.773 105.458 89.2292 84.3072 70.1442 64.8082 59.1486 49.7297 49.2873 44.566 43.7829 29.6904 28.2134 25.8335 24.055 23.276 23.2745 22.0971 25.2047 21.9314 20.5683 22.1483 20.2037 19.8458 19.393 threshold=-0.64543122053146351 0.91083210706710827 0.51669979095458995 0.76305177807807933 -0.71007260680198658 -0.042325172573328011 -0.24093133211135861 2.0269597768783574 -0.22302067279815671 1.2342308163642886 -0.10285125672817229 -0.8106701374053954 -0.20359489321708676 1.056620240211487 0.32643926143646246 0.65871554613113414 -0.35823792219161982 -0.33117297291755671 0.91421514749526989 0.62172919511795055 0.95664057135581981 -0.74368607997894276 -0.69338297843933094 0.42104886472225195 0.68295410275459301 0.21636792272329333 -0.73250573873519886 0.30839499831199652 -1.0914028286933897 -1.7281290292739866 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 5 6 25 -3 8 13 10 -7 -6 22 17 -8 16 -10 -4 -5 -17 -13 -16 23 -1 -15 -2 -27 -22 -23 -14 right_child=1 4 7 18 11 9 14 -9 15 -11 -12 20 29 24 21 19 -18 -19 -20 -21 27 28 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.034079513355803323 -0.017316568336118748 -0.015071307550283818 -0.021332538826815111 -0.012554126982236203 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63.103370547294617 59.570540156215429 111.709751855582 723.87641714513302 303.75083063542843 727.28309021145105 34.33434047177434 326.44532995671034 1294.9954043291509 leaf_count=567 1623 5952 191 2210 5068 12799 642 605 4114 1417 6058 16243 439 1252 707 1486 8829 10220 3172 835 286 251 648 692 3472 1297 2702 154 1266 24803 internal_value=0.000581655 0.00282243 0.00728504 0.00210696 -0.0148939 0.00439385 -0.00426932 0.0125638 0.0132725 0.00735289 0.0087106 -0.0215667 -0.029342 0.0186621 0.0108227 0.00843411 0.0105446 0.0151522 -0.0180687 -0.00372832 -0.0263414 0.0171304 -0.00630967 0.00421546 0.0278576 -0.00801083 -0.00419886 -0.000489492 0.0236352 -0.0328093 internal_weight=22387.2 20827.8 16637.3 8399.31 4190.47 7544.48 1616.89 8238 8088.19 6091.78 5725.46 2573.58 1559.39 3825.54 674.31 4262.65 3632.7 2769.3 854.833 629.942 1842.81 543.583 204.261 144.691 1056.24 1452.7 1031.03 83.5202 389.549 1355.13 internal_count=120000 92851 62282 31278 30569 25896 8818 31004 30399 20274 18857 21751 27149 15135 2866 15264 12943 10411 5382 2321 16683 2224 1907 1259 4724 5622 3999 440 1517 25242 is_linear=0 shrinkage=0.05 Tree=116 num_leaves=31 num_cat=0 split_feature=501 517 516 319 516 468 398 466 331 425 501 284 506 512 499 450 386 398 501 412 499 497 481 438 501 501 498 499 496 497 split_gain=1566.72 882.173 383.822 371.671 257.725 158.041 153.014 97.4519 95.433 91.6758 83.1705 75.1862 74.1285 62.4608 61.4076 57.5187 51.7066 50.846 44.4231 43.3058 42.8976 60.5974 42.3237 35.7561 35.6022 31.7624 28.927 28.6909 26.7331 23.4418 threshold=-1.5247683525085447 0.47816623747348791 0.71164464950561535 -0.31154425442218775 0.095541097223758711 -0.44462753832340235 -0.54342192411422718 -0.69926846027374256 -0.17795087397098538 0.2245234549045563 0.2932653427124024 -0.69920870661735524 -0.083241123706102357 0.68315169215202343 0.44043914973735815 -0.89163991808891285 -0.4995493739843368 -1.3737351298332212 0.36725078523159033 -0.73059353232383717 0.44043914973735815 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0.0135664 -0.00361725 0.0231293 -0.0276101 0.00914092 -0.0170384 0.0210686 0.0220227 0.0272659 0.0265334 -0.0310795 -0.0144777 -0.0136349 0.00128036 0.0108826 0.0294996 -0.0247628 -0.00399366 -0.0103827 -0.0116445 -0.01624 -0.00533038 -0.0242428 internal_weight=15301 13127.1 6112.74 7014.36 4649.43 2364.93 3446.95 1202.48 1866.37 2041.52 5676.88 820.682 1403.21 435.854 888.846 1771.53 795.257 4273.68 323.411 1045.68 395.912 295.566 1669 1580.59 269.995 313.632 312.85 93.5892 147.756 1007.29 internal_count=120000 96436 60405 36031 24037 11994 18544 5493 7819 9850 57650 3275 10230 2755 3902 8359 3332 47420 2144 4544 2323 1534 7911 10725 1491 1591 2071 570 784 7907 is_linear=0 shrinkage=0.05 Tree=117 num_leaves=31 num_cat=0 split_feature=501 504 516 457 511 264 487 516 452 350 343 283 335 392 503 498 357 516 501 168 370 254 459 345 261 514 501 340 514 151 split_gain=561.614 246.79 164.016 135.941 118.859 92.9112 100.998 63.7194 55.0216 53.5813 49.5633 39.5066 35.8817 32.3632 36.8267 29.3982 26.6534 16.1329 14.1243 13.1588 11.0143 10.8561 8.46701 9.57213 9.21179 8.14751 16.028 8.05058 7.98681 7.21591 threshold=-1.5247683525085447 -0.64543122053146351 1.4701720476150515 0.54951623082160961 1.3795545101165774 0.53323918581008922 0.75066897273063671 -0.3357884138822555 -0.049994846805930131 1.5811915993690493 1.4908257722854616 -0.63238266110420216 -0.81460475921630848 0.15540871024131778 0.23982598632574084 0.5115342140197755 1.0633524656295779 -0.054980818182229989 -0.37842439115047449 0.21343997120857242 0.25076027214527136 -0.11342198029160498 -0.23054070025682447 -0.70710068941116322 -0.82064166665077198 0.20564823225140574 0.48570004105567938 2.5473150014877324 0.55881962180137645 -0.41150084137916559 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 8 3 4 5 6 -3 13 19 -7 12 17 -9 14 -5 -15 -13 -6 -10 20 28 -12 23 -22 -24 27 -27 -20 29 -2 right_child=1 2 -4 7 11 9 -8 10 18 -11 21 16 -14 15 -16 -17 -18 -19 25 -21 22 -23 24 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117.53029727935791 771.14726043492556 85.896303944289684 25.443077981472015 30.20164393633604 786.71375152468681 61.698120847344398 23.016632676124573 33.978986904025078 4.9224106892943409 34.986531600356102 19.114848420023918 10.577460639178751 35.711128830909729 2.5623631402850142 6.5142722874879828 50.787117458879948 leaf_count=23564 276 51897 4564 2291 215 2728 7213 1472 22 589 474 2818 9745 444 2955 361 94 110 6798 361 69 142 25 135 70 46 252 14 25 231 internal_value=0.00182342 0.00344563 0.00228308 0.00281662 0.00469206 0.00540426 0.00454243 -0.00558133 0.026516 0.0211524 -0.010893 -0.0189653 -0.0127683 0.00203059 -0.000647339 0.0206738 -0.0253674 0.0109406 0.03274 0.00645922 0.000199696 0.0175847 -0.0138322 -0.00337596 -0.0387381 0.0333109 0.0127155 0.0345107 0.0100139 0.0132092 internal_weight=24046.2 23009.5 21906 21578.2 17639.5 17124.3 16236.2 3938.64 1103.54 888.092 2320.2 515.233 2177.07 1618.45 1415.02 203.427 424.532 90.7004 841.955 261.587 199.889 143.128 82.0404 58.0032 24.0373 835.565 46.2886 789.276 117.848 111.334 internal_count=120000 96436 88112 83548 65664 62427 59110 17884 8324 3317 11833 3237 11217 6051 5246 805 2912 325 7132 1192 831 616 299 204 95 7110 298 6812 532 507 is_linear=0 shrinkage=0.05 Tree=118 num_leaves=31 num_cat=0 split_feature=501 517 498 499 340 518 497 498 507 497 503 450 295 264 414 501 499 431 491 393 499 506 517 468 335 520 340 516 264 504 split_gain=555.099 576.433 158.395 128.005 112.886 104.16 101.822 97.1415 71.8951 58.4312 56.1396 53.1729 46.2396 43.1604 40.9326 40.6224 40.216 30.1189 30.4181 29.4225 27.1874 26.9461 24.6237 21.5884 19.055 17.3846 16.9677 16.5175 15.9115 15.2085 threshold=-1.067359924316406 0.93349918723106395 0.41214108467102056 0.43787509202957159 -0.34723077714443201 -0.71007260680198658 0.41731484234333044 0.39573323726654058 -0.050679756328463547 1.4360503554344179 -0.05140737630426883 -0.8106701374053954 -0.11862244829535483 -0.27961716055870051 0.095348302274942412 0.77492445707321178 0.23053730279207232 1.1280270218849184 -1.159554064273834 -0.61953315138816822 0.41186757385730749 -0.41270636022090906 1.8840520381927492 0.36647658050060278 1.4571262001991274 4.4411437511444101 0.74325507879257213 -0.46250809729099268 -0.49009247124195093 -0.50505650043487538 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 16 12 7 8 29 -6 10 21 -7 13 -5 20 -16 -2 18 -18 -14 -12 26 25 -23 28 27 -4 -9 -13 -3 right_child=1 5 9 4 6 11 -8 22 -10 -11 14 24 19 -15 15 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.03390267756800721 -0.031044335618130782 -0.033653624790419029 -8.9029041269124908e-05 -0.010382567427954905 0.0094872287992029888 -0.0096672484362390898 -0.02703552591061379 -0.021801936233993055 -0.0054678865824860749 -0.05153946613581846 -0.031740455096282698 -0.017069798952656454 -0.016084013593422649 -0.033985486019527798 0.013831634223627563 0.028194423136082461 -0.020864718024255036 -0.0064915365800250514 0.01601060842989099 0.0024704057890300806 0.010396275401159226 0.0111057873535581 -0.030909294972612911 -0.02916252964659229 0.0056847668045421525 -0.024006249994884765 -0.017626207138749794 0.023149254616389239 -0.029246640089310733 -0.010735545521796928 leaf_weight=1108.2461974434555 53.42817647755146 77.741701953113079 348.76162841916084 368.91146958991885 2224.6702545695007 718.54754431918263 284.1751422509551 21.431576948612928 1257.5564749091864 37.394749291241169 38.38222386315465 339.80892430618405 392.36337730288506 409.78113555535674 1787.4424653090537 681.24734163656831 57.586208038032055 182.20996871590614 1736.3879253938794 468.0888411514461 5831.4497396461666 508.08797965943813 27.008129701018333 35.461831033229828 46.20460007712245 22.84788903594017 228.68182211741805 372.4301289357245 1326.1347796916962 1089.355548620224 leaf_count=23733 406 926 1429 1614 7787 5097 1439 101 5090 144 166 1998 1870 3328 6998 3548 229 707 6055 2075 21151 1817 107 114 237 101 970 1329 12818 6616 internal_value=0.000582439 0.00240503 0.00645496 0.000988666 -0.00303061 -0.0145608 0.00173494 -0.00469607 0.00408496 0.010734 0.0109812 -0.0210956 -0.0139833 -0.0228126 0.0123935 0.0177981 0.0116955 0.012855 0.014823 -0.00598542 0.0101194 0.000471094 0.0152103 0.00846456 -0.0258881 0.0182181 -0.00704469 0.0206857 -0.0267671 -0.0122692 internal_weight=22081.8 20973.6 16932.1 7435.16 5405.55 4041.51 3766.4 1610.81 3482.23 9496.91 9459.52 2430.7 1639.14 778.693 8338.52 2468.69 2029.61 1976.18 1793.97 860.452 5869.83 1120.99 443.718 543.55 1712.15 416.71 577.443 393.862 1665.94 1167.1 internal_count=120000 96267 66937 30600 23203 29330 14316 9180 12877 36337 36193 20150 8887 4942 31863 10546 7397 6991 6284 3945 21317 4330 1638 1931 15053 1531 2399 1430 14816 7542 is_linear=0 shrinkage=0.05 Tree=119 num_leaves=31 num_cat=0 split_feature=501 499 516 499 501 466 272 496 413 511 433 505 506 454 395 272 505 398 498 516 516 515 418 516 422 293 501 516 510 514 split_gain=1460.55 639.864 506.957 496.212 368.68 243.186 215.524 195.728 133.45 106.925 78.6421 73.5998 69.7474 69.4712 64.0298 53.0257 49.2644 46.0905 44.471 38.402 37.8342 36.1799 35.5552 34.4883 34.278 32.5264 30.4689 27.9836 27.4987 23.5196 threshold=-1.5247683525085447 0.44043914973735815 -0.27109995484352106 0.35267814993858343 0.42468896508216863 -0.69160887598991383 -0.59280139207839955 0.41273882985115057 -0.50261679291725148 1.296311140060425 -0.50543963909149159 -0.84064537286758412 0.5332164764404298 -0.064650595188140855 -0.29444463551044459 -0.066421966999769197 -0.64173847436904896 -0.77218306064605702 0.771183341741562 1.9316938519477846 1.692680895328522 -0.30739897489547724 -0.24654312431812284 2.1909917593002324 -0.53713113069534291 -0.44954235851764673 0.15016409754753116 -0.44856677949428553 -0.90013396739959706 1.6183338165283205 decision_type=2 2 2 2 2 2 2 2 2 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 24 5 12 17 9 10 11 -8 27 16 18 -9 -15 -4 25 -7 29 -10 -16 -11 -19 -2 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384.20244117826223 35.220004104077816 770.07394789904356 477.61651112139225 23.120745271444321 352.29845775663853 181.24210995808244 261.4160678088665 538.61532547324896 938.84969278424978 104.82344833761454 21.887755386531353 28.950998090207577 107.70869917050004 147.36624038591981 21.42914467304945 312.70136592909694 76.255395986139774 1869.8785931020975 145.98341767862439 101.49519668519497 20.585704386234283 leaf_count=23564 400 621 139 32369 3262 7044 1386 1385 2755 275 3698 3139 117 1715 790 1094 3114 8165 659 134 199 512 800 139 1705 337 19176 613 580 114 internal_value=-0.00381163 -0.0100689 -0.00307202 -0.0278876 0.00551658 0.0185493 -0.00627446 -0.0190862 0.00749212 -0.0242444 0.0167354 -0.0268863 -0.00715236 0.0268506 0.0103975 0.0126096 -0.0145577 -0.0187034 0.0325221 -0.0341652 -0.0166683 0.025221 0.012696 -0.0258024 0.0267287 -0.0088787 -0.0294111 0.00160929 0.0267089 -0.0346144 internal_weight=14878.8 12831.8 9214.11 3617.71 5997.38 2848.87 3148.51 3216.73 1493.7 2737.91 1080.54 2555.32 695.364 2153.51 478.815 613.715 570.748 1654.81 1539.79 3244.87 413.153 288.951 182.586 960.279 372.837 694.533 2347.5 207.829 124.616 3222.98 internal_count=120000 96436 61714 34722 34403 14462 19941 27311 8038 24624 5084 23549 3950 10512 2687 2809 3253 11903 7703 32617 2954 1302 1075 8304 2105 3599 22315 1234 697 32483 is_linear=0 shrinkage=0.05 Tree=120 num_leaves=31 num_cat=0 split_feature=501 504 516 479 418 335 505 460 435 431 282 452 335 498 452 506 404 497 473 501 168 370 472 374 514 501 327 454 514 326 split_gain=523.375 228.412 152.925 127.034 127.197 99.2571 85.7193 67.4743 56.8879 55.6275 55.1486 54.4079 52.6435 43.4216 30.6692 27.2157 23.5875 15.5327 14.9444 13.8553 12.4809 10.3051 8.15 8.10263 7.55804 14.2463 7.45422 7.42305 7.41855 7.38045 threshold=-1.5247683525085447 -0.64543122053146351 1.4701720476150515 -0.39381648600101465 0.010052723344415428 -0.78574603796005238 0.91421514749526989 0.12230336293578149 -0.80351701378822316 0.3333315402269364 0.11332655325531961 -0.049994846805930131 0.44429020583629614 -1.8937903642654417 0.95673474669456493 -0.13411530107259748 -0.85211661458015431 -0.47716853022575373 0.20778910070657733 -0.166715033352375 0.21343997120857242 0.25076027214527136 -0.16083420813083646 0.32441988587379461 0.20564823225140574 0.48570004105567938 -0.8152794837951659 1.7203919291496279 0.55881962180137645 -1.3647950887680051 decision_type=2 2 2 2 2 2 2 2 2 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 7 6 14 10 9 -7 13 -5 20 -8 -3 -6 -11 17 -9 -18 26 21 28 23 -23 -21 -26 -13 29 -2 -4 right_child=1 2 27 4 5 8 12 16 -10 15 -12 19 -14 -15 -16 -17 18 -19 -20 24 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.034092698702535229 0.012592286572073312 -0.023920851510950535 0.031274417944509941 0.0070945393191450259 0.002213886091383743 0.00090792153340241003 0.031994831341567873 0.016082723768366385 -0.011326697190670927 0.02150327506551615 -0.0047094686057964907 0.026786972508983809 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leaf_count=23564 507 468 34 11397 7109 4464 1672 377 19353 2386 5145 23 429 23321 815 645 4830 534 603 6794 361 135 80 84 44 252 19 23 25 4507 internal_value=0.00181887 0.00335043 0.00224482 0.00274977 -0.000515963 -0.00470777 0.00556939 0.00728378 -0.00841637 0.00513033 0.00327554 0.02599 0.0239568 0.00351606 0.00435525 0.0170988 0.0160126 0.00303584 0.0185755 0.0323973 0.00597454 -4.97127e-05 -0.0136598 -0.0230012 0.0331685 0.0128862 -0.0232279 -0.0325675 0.0094927 -0.0333293 internal_weight=23792 22819.1 21756.9 21446.1 12466.1 7381.96 5084.11 8980 5238.8 7203.57 4520.56 1062.17 563.555 6347.93 2143.16 855.643 1776.42 293.33 1483.09 804.37 257.804 198.009 81.8084 60.6501 793.499 44.3205 10.8714 310.836 116.2 307.949 internal_count=120000 96436 88112 83548 50384 31741 18643 33164 23817 26820 16542 8324 2101 23789 7924 3031 6344 911 5433 7132 1192 831 299 219 7090 296 42 4564 532 4541 is_linear=0 shrinkage=0.05 Tree=121 num_leaves=31 num_cat=0 split_feature=501 517 500 503 507 504 496 431 496 500 484 481 506 335 505 499 501 293 439 501 517 510 385 365 499 516 522 506 512 424 split_gain=517.384 534.902 174.518 119.69 96.9072 104.827 92.0924 81.0677 76.514 70.4776 58.2006 57.7637 53.2194 51.8618 41.6574 39.2921 36.1286 34.0321 32.1952 29.8827 28.2597 27.4607 24.9483 23.225 21.5823 18.0583 16.7275 17.8045 15.2067 14.1316 threshold=-1.067359924316406 0.47816623747348791 0.061110341921448715 -0.23157157748937604 0.46789667010307318 -0.67780959606170643 -0.13445588201284406 0.7426489293575288 -0.22293843328952787 0.99884581565856945 -1.0137752890586851 -0.59737452864646901 -0.39992989599704737 0.6142806112766267 0.36677527427673345 0.42791941761970526 -0.45646870136260981 -0.51367989182472218 0.19493823498487475 0.70621806383132946 -0.40362004935741419 0.42819015681743627 -0.590329349040985 -1.0286960005760191 0.43761233985424047 0.17736303061246875 0.2995589971542359 -0.3122336864471435 0.20197632163763049 -0.25288866460323328 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 6 22 5 16 26 11 20 14 -4 -7 -9 17 -10 -8 -5 24 -15 21 23 -17 -2 -6 -12 -20 27 -3 -21 -24 right_child=1 2 10 4 8 7 15 12 9 -11 13 -13 -14 18 -16 19 -18 -19 25 28 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033786010160621237 -0.022913203332968281 -0.0079947191877143328 -0.0049939069788998746 0.031032760905261664 -0.027890004661226816 0.0025046961486895787 -0.036063816122606722 -0.011713925619706625 0.015734330258160577 -0.036486731120670191 -0.0058743909972196941 0.013324599263235884 0.0088703736509844807 -0.010930348560213105 -0.0052058299713167956 0.015965924638167619 -0.028180887259564809 -0.028573230311184056 0.034765240583345937 -0.030472690984656804 -0.033774586142905232 -0.0067535197423894055 -0.014780286984065541 -0.0050703685292728881 -0.02020754438028281 -0.03873651644512649 -0.024375815443363369 0.056348173373415848 0.031302395008131617 -5.8586907237114709e-05 leaf_weight=1041.8586094267666 266.04256302118301 116.88139763846993 817.59323957934976 28.831654712557793 132.70839753374457 1421.0596413910389 39.314554061740637 633.59352788701653 844.22440112009645 88.1120112426579 328.16566517949104 9408.4519876129925 622.19201495870948 172.37237066030502 329.97017481178045 426.49291268736124 230.93148186430335 1155.0980579815805 75.649836763739586 10.205493949353693 130.12084135040641 192.82212897390127 245.92363135516644 701.99365090206265 1338.7945198975503 9.2468781210482103 243.8933464102447 11.733735039830206 256.87633342295885 485.15019150078297 leaf_count=23733 1044 602 5920 119 489 4760 210 2266 3409 517 1780 33905 2151 996 1258 1452 3612 12098 329 54 1118 747 1137 2403 9236 71 1352 39 1094 2099 internal_value=0.000594766 0.00232022 -0.0115719 0.00695607 0.00810304 0.00983493 0.00430216 0.0105108 -0.0014947 0.00660486 -0.0168614 0.0119053 -0.00151134 -0.0200104 0.00984556 0.0127526 -0.02158 -0.0219697 0.00146176 0.0149273 -0.0120964 0.00888426 -0.00980019 -0.00870733 -0.0173894 0.0266645 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0.35267814993858343 -0.69920870661735524 0.71164464950561535 0.63296711444854747 -0.72592908143997181 -0.40172006189823145 0.51959410309791576 -0.10961423069238661 -0.39659406244754786 -0.24505014717578885 -0.47024257481098169 -0.094022724777460084 0.67481598258018505 0.54629918932914745 0.38224689662456518 0.095541097223758711 -0.85935133695602406 -0.70274966955184925 0.91552716493606578 0.40520316362380987 -0.15744177252054212 0.13599549978971484 -0.20431052893400189 -0.53713113069534291 -0.18781983852386472 -0.74957910180091847 0.57067057490348827 decision_type=2 2 2 2 2 2 2 2 2 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 26 9 11 7 20 13 16 -9 12 24 -8 -14 -7 -4 19 -16 -11 -6 -13 23 -5 27 -17 -3 -2 -26 -23 right_child=1 2 4 22 6 15 8 10 -10 17 -12 21 14 -15 18 25 -18 -19 -20 -21 -22 29 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=0.035253210593497349 0.050620142336691987 -0.0083625689847849818 -0.025627745829507775 -0.027180064838906039 -0.02789429556784126 0.032853908817464354 -0.012878965676533042 0.014678595308755397 -0.028813545240716044 -0.017415391029717668 0.030866705756710956 -0.032569114714484031 0.13058068685023427 0.025592891894210087 -0.0044586856361670474 0.010292932685951458 0.020317196671371138 -0.0090091137899179514 0.043424863762144744 0.029161570322021796 0.0026439420918942264 -0.016867690434538462 -0.035878010982251206 0.01762398338334499 0.055539405796844132 -0.034449118249000314 0.037173856688298014 -0.030851233613003889 -0.009914147989364866 -0.033020300158707792 leaf_weight=1925.6424353271723 7.9153069034218779 31.482864018529654 917.37357322126627 119.97987303137779 174.80467034503818 192.91455355286598 140.26587606593966 1461.6692372970283 395.49205891788006 58.525496087968349 1606.5280198082328 3277.9641207568347 7.7843666449189177 205.12524980679154 155.27478697150946 91.907045900821686 56.154485955834389 343.78369883075356 57.965747967362404 180.74696542322636 237.48637676239014 618.93647826835513 1042.5603825338185 51.094545669853687 13.002356212586163 45.482593737542629 246.13146409019828 470.28570074215531 114.78555986657739 234.27345652505755 leaf_count=23564 44 188 6339 826 1006 1397 611 6212 3344 289 7468 38888 33 1031 1189 362 284 1644 282 634 1071 4608 8002 296 72 386 1284 4879 855 2912 internal_value=-0.00388372 -0.00988575 0.000926842 -0.0207067 0.00651142 -0.0247487 0.0139391 0.0191928 -0.0107342 -0.0136284 0.0231572 -0.0275516 -0.0140842 0.00995551 0.0129261 0.0173062 -0.0229706 0.00196295 0.00854845 0.0177455 -0.0102953 -0.030246 -0.0327667 -0.0137668 -0.0239446 -0.00449676 0.0319906 -0.0294819 -0.00317696 -0.0213121 internal_weight=14483.3 12557.7 7269.2 1491.25 5777.96 5288.49 4221.37 3480.49 740.883 1556.58 3068.2 4958.19 827.014 345.391 221.025 330.304 973.528 583.056 213.241 239.272 412.291 4131.17 1213.63 171.074 605.989 137.39 277.614 478.201 127.788 853.21 internal_count=120000 96436 40529 10596 29933 55907 20743 15757 4986 9190 13680 53762 7354 1642 1504 2145 6623 2567 1471 923 2077 46408 9124 1122 5850 748 1472 4923 927 7520 is_linear=0 shrinkage=0.05 Tree=123 num_leaves=31 num_cat=0 split_feature=501 504 516 466 396 460 503 307 452 479 335 452 387 463 510 393 335 385 441 501 168 441 331 514 501 454 313 327 374 352 split_gain=488.139 210.257 143.171 119.538 120.46 92.158 82.8649 70.6784 66.1922 68.8777 61.731 53.864 48.6609 43.9696 30.7354 30.6718 27.4196 25.8463 21.2632 13.3561 11.8725 9.76287 10.5409 7.5847 13.3945 7.22309 7.16665 6.93177 6.66384 8.39562 threshold=-1.5247683525085447 -0.64543122053146351 1.4701720476150515 -0.38212409615516657 -0.43622149527072901 0.22839254885911944 0.7855796515941621 -0.64800769090652455 0.87544220685958873 -0.39381648600101465 0.47335995733737951 -0.049994846805930131 -0.30404056608676905 -0.16055103391408918 -0.075395002961158739 -0.10726318508386611 0.53335717320442211 2.2806718349456792 2.4097801446914677 -0.166715033352375 0.21343997120857242 1.2155786752700808 -1.0913933515548704 0.20564823225140574 0.48570004105567938 1.7203919291496279 2.2503350973129277 -0.8152794837951659 0.54901340603828441 1.5243530273437502 decision_type=2 2 2 2 2 2 2 2 2 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 5 7 8 15 17 9 -3 -8 20 18 -9 -10 -6 -14 -5 -7 27 21 28 -23 -21 -25 26 -4 -13 -2 -30 right_child=1 2 25 4 6 12 10 13 14 -11 -12 19 16 -15 -16 -17 -18 -19 -20 23 -22 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.034015282718730631 0.0075268837583650607 0.0061560959750538045 -0.033936768734616728 -0.0015093259655802414 0.0059005728912584071 0.021438422741417894 0.033795627449402364 -0.0057372904721778367 0.010518638958576512 -0.0032221843835788322 -0.0078431653677263242 0.026245282512537622 0.011012375537376615 -0.018445370242085712 0.030565825414843092 -0.0031025734587834942 -0.0093020169236876556 0.025428604857161502 -0.0079845952473103065 0.034071953526622942 0.025319750819452282 0.030782324292973614 -0.055616723739518793 -0.038263063145993544 0.027586115839577492 0.043897671921305254 0.043095911021115624 -0.054857239547074305 -0.037719311669220164 0.018998076050631914 leaf_weight=912.98964382335544 148.34497907757759 5039.3895575851202 289.51604466885328 2590.712140083313 2394.5037914663553 1478.2220569439232 379.40240897983313 1379.9521374031901 600.18981685489416 3200.7955610752106 116.00694835558534 4.1853010654449463 559.67298834770918 1346.2501744553447 281.50934103131294 1562.9000870063901 235.8673744648695 92.105774104595184 63.761752337217331 713.49448215961456 57.964823059737682 4.5227635726332691 14.308732375502585 9.9213018417358381 33.100573100149632 2.9371905848383895 2.9129833057522765 6.5611185729503614 19.276101455092434 9.6302504017949087 leaf_count=23564 647 18826 4522 10005 9109 5266 1431 5786 1890 13511 455 23 1979 7152 1059 5615 959 324 181 6794 361 19 44 44 252 23 19 19 77 44 internal_value=0.00182679 0.00327267 0.00222496 0.00270418 -0.00133111 0.00617732 0.0047587 -0.00634528 0.00390667 0.00251262 0.0240356 0.0254408 0.0150355 -0.0120151 0.0169277 0.0023437 0.00498273 -0.000581723 0.0202181 0.0320488 0.00545923 -0.000396243 -0.0345491 0.0328383 0.0122311 -0.0323403 -0.0331379 -0.0228593 0.00322146 -0.018651 internal_weight=23550.9 22637.9 21616.6 21321.2 9861.83 11459.4 4452.81 5409.02 9121.88 8240.19 495.409 1021.31 2337.52 2726.2 881.699 3957.4 795.54 2682.82 1541.98 767.263 254.048 196.083 18.8315 756.516 43.0219 295.366 292.429 10.7464 177.251 28.9064 internal_count=120000 96436 88112 83548 39877 43671 16610 23267 35286 32337 1886 8324 8385 12938 2949 14724 2938 10329 5447 7132 1192 831 63 7090 296 4564 4541 42 768 121 is_linear=0 shrinkage=0.05 Tree=124 num_leaves=31 num_cat=0 split_feature=501 517 498 499 340 497 510 498 384 497 499 484 506 429 404 295 264 501 499 335 498 499 393 264 513 421 374 484 499 386 split_gain=482.123 491.885 132.75 113.492 101.253 94.6356 91.8237 79.5718 65.7288 54.681 49.6579 49.6215 46.1025 60.8328 44.121 42.8303 41.5482 39.3232 36.6438 35.9239 29.3116 30.8599 27.0084 26.4894 26.2354 24.6649 19.5551 18.9078 20.2352 17.1202 threshold=-1.5247683525085447 0.93349918723106395 0.41214108467102056 0.43787509202957159 -0.34723077714443201 0.46516181528568273 0.19806193560361865 -0.24093133211135861 -0.38250911235809321 1.4360503554344179 0.41186757385730749 -1.137656509876251 -0.41270636022090906 -0.68558388948440541 0.94510897994041454 -0.11862244829535483 -0.27961716055870051 0.44720965623855596 0.23053730279207232 1.3346369266510012 -0.36483494937419886 0.42009218037128454 -0.61953315138816822 -0.49009247124195093 -0.23241935670375821 0.079335741698741927 -0.64564791321754444 -1.0137752890586851 0.38517163693904882 1.2834591865539553 decision_type=2 2 2 2 2 2 2 2 2 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 18 15 8 7 27 -6 10 -4 -8 13 -12 -14 16 -5 26 -2 23 25 -22 -17 -13 -19 -20 -9 -3 -29 -7 right_child=1 6 9 4 5 29 11 17 -10 -11 12 19 14 -15 -16 22 -18 24 20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.034227406064264283 -0.030463625883742469 -0.0019168348605543052 -0.031002950242297878 -0.0098927711496452197 -0.0012194269572212962 -0.030851448195104172 -0.0025529934129181493 -0.021581633360250069 0.013188870820466624 -0.050737493688906704 -0.0072569706525593015 -0.013201714242851915 0.01078451236041527 0.0096951750078895817 0.021500596942425225 -0.015462634048402195 -0.033395397776000396 -0.020823067159188899 0.0098507477041403346 0.012322925758125158 -0.024682051356678985 0.0076313123104315844 0.0024358544809490513 -0.027192524471425845 0.023762640086130174 0.023477164373326434 0.0071994964974832964 0.0461718004623866 -0.019596026356996775 0.025253153604419272 leaf_weight=949.92558961361647 51.621227487921715 243.16681990399957 72.602756265550852 364.29293658956885 2288.043280005455 242.057273671031 353.51915441080928 111.7200301066041 1209.6605831310153 36.906327955424786 745.19801435619593 436.11888478323817 5479.6229887232184 1823.2945456840098 1166.4199338555336 385.5698535181582 390.54474484175444 36.263482414186001 701.19376187026501 69.837444193661213 85.538918722420931 536.7860366217792 463.84660950675607 1538.1948449388146 346.99220012128353 634.39964966103435 124.55993087217212 11.78474500775337 619.0406168140471 14.234816417098044 leaf_count=23564 411 1765 329 1616 8691 1312 2553 546 4356 144 2955 2613 20655 6502 5766 1875 3335 313 2538 352 416 1917 2082 15186 1430 2137 552 66 3977 46 internal_value=0.000596632 0.00220419 0.00593637 0.000919476 -0.00288012 0.00161191 -0.013804 -0.00406755 0.0037624 0.0099001 0.0101421 -0.0198663 0.0104672 0.0047748 0.0126663 -0.0133941 -0.0220622 0.00963446 0.0110529 -0.0228578 0.0121515 0.00317854 -0.00568366 -0.0241054 0.0195266 0.0163282 -0.00639128 -0.013786 -0.0183523 -0.0277072 internal_weight=21533 20583 16691.8 7367.79 5358.25 3754 3891.2 1493.53 3497.7 9324.04 9287.14 2397.67 9214.54 2568.49 6646.04 1604.25 754.838 619.536 2009.54 2044.15 1957.92 622.325 849.416 1974.31 383.256 1335.59 236.28 873.992 630.825 256.292 internal_count=120000 96436 67083 30732 23313 14405 29353 8649 13047 36351 36207 20704 35878 9457 26421 8908 4951 2841 7419 18151 7008 2333 3957 17799 1743 4675 1098 5808 4043 1358 is_linear=0 shrinkage=0.05 Tree=125 num_leaves=31 num_cat=0 split_feature=499 499 517 284 481 516 400 438 505 328 516 499 516 516 466 515 505 400 522 479 516 514 516 498 505 468 402 446 515 398 split_gain=1168.05 890.133 599.198 357.742 218.395 185.64 153.111 87.617 84.0605 83.4886 80.1519 76.4384 75.0381 48.792 41.8556 36.6304 32.4497 32.2653 30.5076 29.6198 29.5458 32.0686 28.5931 26.492 25.9903 24.6598 20.6881 20.6653 20.1831 18.9694 threshold=0.29076987504959112 0.44043914973735815 0.12387203797698022 -0.69920870661735524 -0.55988860130310047 0.54629918932914745 -0.79970857501029957 0.51959410309791576 -0.39659406244754786 -0.51238206028938282 -0.24784202873706815 0.38946694135665899 -0.24505014717578885 0.54629918932914745 -0.32415957748889918 0.028905099257826809 0.033731022849679 -0.79970857501029957 2.066439270973206 -0.027149225585162636 0.64727765321731578 1.088576674461365 1.9316938519477846 -0.36483494937419886 -0.53184565901756276 -0.055415583774447434 -0.88077479600906361 -0.80434313416481007 1.5776330828666689 -0.35221397876739496 decision_type=2 2 2 2 2 2 2 2 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 11 5 7 10 8 14 13 12 -8 24 20 25 29 -6 -14 -12 -9 -13 -10 21 -2 27 -19 -5 -3 -1 28 -7 -4 right_child=1 2 3 4 6 22 9 17 19 -11 16 18 15 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.024610438103893809 -0.021366005128137092 -0.026349397334768588 -0.017972569569874745 0.00018706498439175807 -0.014248935421007219 0.0471134120284874 0.011731560989167569 -0.014022293512874243 -0.030571861553572902 0.028858669966211805 0.022358280871438103 -0.034875779199183686 0.093753609734100962 0.020969942365566291 0.016412533483844107 0.014471501110333816 -0.0098335305743470595 0.022091393740575643 0.031623764321647339 -0.017539919327679006 0.033822189709587579 0.035639595367156773 0.035670382142050754 -0.0041209105497171878 -0.033878706310787619 0.0015141551865530834 0.035404049852179702 -0.0091810319824216797 -0.0051632206564261492 -0.032476705976432568 leaf_weight=14.318997174501417 167.5515413954854 262.89288152754307 462.49803458154202 68.83343630284071 380.72118463739753 43.361154038459063 1039.1966758109629 201.35819589719176 1724.5355326458812 2266.1147625222802 165.33317714557052 2894.1377174109221 16.031806133687496 61.175152368843555 157.06201167032123 154.95965788513422 148.26601759344339 219.76585545390844 17.19855785369873 587.1126659438014 40.599089816212654 28.780020885169506 128.21727874875069 171.10751007497311 293.30466477945447 113.26317047327757 1686.2305838316679 107.58991007879376 31.793988488614559 445.3134124353528 leaf_count=71 1377 2743 2286 392 1767 210 4997 929 19115 13034 629 31501 76 352 609 943 796 853 149 5741 284 144 1052 927 2781 825 20330 766 140 4181 internal_value=-0.00396313 -0.00929355 -0.00147678 0.00771119 0.0148405 -0.0191019 0.0194501 -0.0129205 -0.0230934 0.0234759 -0.0113673 -0.0322574 -0.00545766 -0.0221804 -0.00528343 0.0219845 0.00712415 0.00222292 -0.0344801 -0.0272651 -0.0049202 -0.0129703 0.0175732 0.0106059 -0.0273916 -0.017948 0.0348944 0.00483591 0.0249541 -0.0250957 internal_weight=14098.6 12398.1 9249.81 6080.05 4518.83 3169.76 3843.09 1561.22 2858.8 3305.31 675.737 3148.27 547.148 968.987 537.783 170.991 313.599 592.232 2911.34 2311.65 236.931 196.332 310.962 390.873 362.138 376.156 1700.55 182.745 75.1551 907.811 internal_count=120000 99599 66144 34533 25005 31611 20407 9528 29443 18031 4598 33455 4587 6819 2376 1019 1425 2709 31650 24856 1805 1521 2168 1780 3173 3568 20401 1116 350 6467 is_linear=0 shrinkage=0.05 Tree=126 num_leaves=31 num_cat=0 split_feature=501 281 350 475 506 433 510 512 437 498 516 501 385 503 414 505 404 501 345 222 451 479 428 503 260 501 516 315 174 472 split_gain=456.126 199.425 225.142 210.533 98.8502 76.3038 71.3997 71.3733 71.1974 68.3376 49.6135 45.5871 45.4788 38.3689 36.4398 34.7228 34.073 32.9666 24.665 22.7671 22.2314 28.1997 21.1566 21.3296 20.9255 20.7198 31.6184 20.6611 19.5835 19.5673 threshold=-1.5247683525085447 -0.12260430678725241 0.3472390770912171 -0.15744177252054212 0.25901018083095556 -0.50111180543899525 1.1540369391441347 0.74021893739700328 -0.18228596448898313 0.045434843748807914 0.050251483917236335 0.51048061251640331 -0.52794396877288807 0.36208896338939672 -0.18694643676280973 0.74108535051345836 -1.1303074955940244 0.90689852833747875 0.029513329267501835 -0.16677650064229962 0.10777429491281511 -0.08650889620184897 -0.39529491961002344 0.84910458326339733 1.7524195313453677 -0.34109763801097864 -0.48459707200527186 -0.54136684536933888 0.43202541768550878 0.73216295242309581 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 8 4 5 9 10 -6 24 16 20 -11 17 -14 29 25 -2 -7 -17 -16 21 -5 23 -10 -3 -4 -27 -8 -28 -9 right_child=1 2 15 6 7 12 27 14 22 11 -12 -13 13 -15 19 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=-0.033943779911826941 0.0018593045453753497 0.01323442645269258 -0.046222744353088749 -0.00084533572818278134 -0.012951452772891302 -0.003013388542233552 -0.007336164732201886 0.0093801726193387721 0.0063375137451932911 0.0091225086069096767 -0.017993220217599148 -0.0038496412499861958 0.010211613878694376 -0.00057572638404403056 -0.014467865484818135 -0.0038285849694189127 0.016189655360544234 0.059046872805766926 0.032881452245683222 0.0062396996628954525 0.0057028701446645933 -0.014741570016108553 0.036884762407614825 0.050302461433226586 -0.02917370894478586 0.023350473646374569 -0.005145636022850968 -0.030142061881483398 0.015207364264086025 -0.0219756731051967 leaf_weight=858.26750342175364 481.60380662977695 368.12255614250898 25.154605530202389 1023.4789557307959 1348.1131848096848 3038.6156520880759 125.98149568587542 1043.1485190615058 116.20301441848278 1630.8473075851798 712.6139290779829 1157.5006934851408 2023.5788067653775 1389.4086579531431 394.0737072378397 68.232070930302143 3027.8303331173956 21.443842247128487 137.28632579743862 199.66180711984634 568.86443231999874 568.16010811179876 1031.7134962789714 36.241038955748081 31.424752812832594 125.82797972857952 1098.4057038575411 481.55190147832036 132.24972243607044 52.064923867583275 leaf_count=23564 1415 1586 78 4231 6689 11529 685 3855 502 5686 4682 5365 7650 6073 1948 370 10740 90 663 823 2329 2280 6938 143 167 694 4224 4236 522 243 internal_value=0.00182676 0.00319407 0.0148144 0.00128347 0.00373487 0.00566318 -0.00984832 -0.00437192 0.0281517 0.0095816 -0.00655245 0.00373576 0.00185 0.00581879 0.00247364 0.00150207 0.0142246 -0.00257494 0.0206735 -0.00749601 -0.00277588 -0.00580957 0.0343112 0.0168484 0.00988001 -0.00134735 -0.000508146 -0.0254231 -0.00295332 0.00788312 internal_weight=23317.7 22459.4 3170.86 19288.5 15807.9 12770.8 3480.65 3037.06 1583.7 6297.78 2873.12 2788.35 6473.05 3412.99 1688.95 1587.16 3509.43 3060.06 205.518 593.736 2160.5 1591.64 1184.16 152.444 399.547 1381.64 1356.48 607.533 1230.66 1095.21 internal_count=120000 96436 15887 80549 62106 48548 18443 13558 9336 23206 13522 11051 25342 13723 6869 6551 12155 11619 1033 2771 8840 6511 7583 645 1753 5518 5440 4921 4746 4098 is_linear=0 shrinkage=0.05 Tree=127 num_leaves=31 num_cat=0 split_feature=501 517 500 499 340 510 500 203 73 499 497 450 505 452 32 414 335 501 499 500 497 504 206 421 499 499 454 264 497 177 split_gain=450.581 451.723 119.998 114.245 101.969 86.5168 73.9314 73.1868 57.8451 55.7428 50.5601 45.7241 44.9322 44.005 41.3188 41.1253 36.921 36.5409 34.8805 30.4716 29.0011 26.7219 26.3042 20.4666 20.2659 17.1787 19.9915 16.6332 15.6725 15.1715 threshold=-1.5247683525085447 0.93349918723106395 0.24429204314947131 0.43722029030323034 0.30367302894592291 0.19806193560361865 0.66146475076675426 -0.0087945996783673746 -0.22585493326187131 0.41186757385730749 1.4360503554344179 -0.8106701374053954 -0.69197630882263172 0.95673474669456493 0.5140424668788911 0.74927181005477916 1.3346369266510012 0.37870916724205023 0.23053730279207232 0.73999705910682689 0.46516181528568273 -0.43024449050426478 0.3399054110050202 0.079335741698741927 0.42360782623291021 0.38517163693904882 -0.14484975486993787 -0.47323402762413019 0.25331525504589086 -0.29098732769489283 decision_type=2 2 2 2 2 2 2 2 2 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 18 8 6 17 14 13 -2 12 -7 28 -5 -6 -14 27 -3 -4 24 -9 -19 -10 -21 -20 29 -27 -13 -11 -8 right_child=1 5 3 4 7 11 25 20 22 10 -12 16 15 -15 -16 -17 -18 21 19 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.034164227137945001 -0.029073477667437175 -0.010868505341151687 -0.029584957558138936 0.00027530852944903506 0.0049925095168702541 -0.008513805915605013 0.07709987800559974 -0.0010844543699480187 -0.022886663495212158 -0.016416147760282392 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127.19174640998244 4.1166711896657935 leaf_count=23564 460 777 407 6189 1865 5103 48 3674 4779 922 134 2680 29826 2982 1712 6180 336 315 341 2456 360 1734 940 2081 1255 3483 2263 12585 520 29 internal_value=0.000597437 0.00212065 0.00569468 0.000639122 -0.0031466 -0.0133809 -0.00390306 0.0053959 -0.00898706 0.00927748 0.00965251 -0.01936 0.00987788 -0.0043587 0.0155764 0.0105336 -0.0238685 0.00936866 0.0116172 0.0128188 -0.00326512 0.0167242 -0.0192916 0.0166135 0.00108223 -0.0133258 -0.0142217 -0.025395 -0.00803204 0.0422358 internal_weight=21276.9 20383.9 16565.1 6871.08 5108.92 3818.85 1477.6 2074.23 3034.69 9694.01 9600.34 2341.25 9563.66 2094.55 953.704 9226.2 1653.39 613.282 1762.16 1712.41 1120.52 449.991 940.149 1293.67 418.739 864.321 850.768 1587.23 337.452 13.5531 internal_count=120000 96436 67083 29041 22501 29353 8649 7611 14890 38042 37582 20704 37448 9171 3577 36006 15601 2826 6540 6133 4034 2049 5719 4537 1596 5823 5746 15265 1442 77 is_linear=0 shrinkage=0.05 Tree=128 num_leaves=31 num_cat=0 split_feature=501 517 398 293 508 515 463 413 272 501 501 512 412 473 506 505 454 515 495 438 415 438 398 503 505 515 388 263 416 501 split_gain=1184.99 725.575 315.274 282.255 203.399 191.88 103.455 102.652 97.8507 80.6498 69.0615 66.3799 63.7482 61.7065 52.5547 44.6328 42.754 42.6397 41.3363 39.6001 39.1327 37.2327 35.725 32.0824 28.0502 34.8568 26.709 26.2628 25.954 23.7858 threshold=-1.5247683525085447 0.17753145098686221 -0.21543604880571363 -0.51367989182472218 0.44275306165218359 1.8054112792015078 -0.16149094700813291 -0.62070816755294789 -0.13443286716938016 0.049846312031149871 0.30321352183818823 0.55984300374984752 -0.47469559311866755 0.25399754941463476 -0.16771449148654935 -0.22694629430770871 0.30169208347797399 2.194137811660767 -0.81206452846527089 1.4708262085914614 -0.40176852047443384 0.71578744053840648 -1.2135273814201353 -0.39810645580291742 -0.28879199922084803 3.4951291084289555 -0.065431334078311906 0.16463460773229602 -0.4824660718441009 -0.23845352232456204 decision_type=2 2 2 2 2 2 2 2 2 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 7 10 9 13 8 12 18 14 -6 -3 28 -2 -16 27 21 -4 26 -18 -9 23 -12 -13 -26 -11 -8 -5 -17 right_child=1 2 5 6 11 -7 16 17 -10 19 22 24 -14 -15 15 29 20 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.034975914033804532 -0.024311685107869335 -0.014239012215845942 -0.024295258256809962 -0.004312364626237966 0.032813446971127889 0.034744983192880878 0.034957223711161438 -0.023522637602367336 0.023831154801063417 -0.031147130838766465 0.035794250231919837 0.023677204158199155 0.0072964515610892209 -0.023253764045353689 0.026556274128632231 0.031551604688660265 -0.023560380452789409 0.03620329196177987 0.033135616462054089 0.0017524739536899502 0.022707291405325292 -0.0041370641535608205 -0.03304592167096583 -0.020315696604507785 -0.019553645035930073 0.039142825837336227 -0.017908461290068171 0.013286477972269709 0.023941445222689994 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threshold=0.26323355734348303 -0.64543122053146351 1.2674531340599062 0.66843989491462719 -0.12260430678725241 -0.15744177252054212 0.049436932429671294 0.75066897273063671 1.2280490994453432 -0.32702948153018946 -0.049994846805930131 -0.54947376251220692 1.3004187345504763 -0.71900925040245045 -0.83646345138549794 1.40180379152298 -0.33602495491504664 -0.66819426417350758 -0.97213754057884205 -0.081476386636495576 0.94184488058090221 1.2155786752700808 -0.30440860986709589 -0.6173211634159087 -0.63361710309982289 -0.59602355957031239 2.6805655956268315 0.76267334818840038 -0.58627071976661671 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=18 10 3 4 5 7 13 -3 -7 14 21 16 -13 -6 19 -16 -11 -8 -1 -5 -4 22 24 -22 27 -26 29 -2 -20 -12 right_child=1 2 20 9 6 8 17 -9 -10 11 26 12 -14 -15 15 -17 -18 -19 28 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0070065734420568853 0.020265798417462677 0.0035415877542632843 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42.149800911545753 8.4636601284146327 21.194362595677376 101.3215557448566 19.353769727051258 17.551173690706491 49.782230421900749 2.0731130689382544 4.430593103170394 783.52913931012154 87.125750817358494 leaf_count=156 260 44198 7362 376 295 8676 810 6818 2687 1062 6339 8638 389 2776 4732 372 488 1499 35 147 46 78 533 111 88 198 11 21 20047 752 internal_value=0.00182139 0.00306444 0.00210529 0.00271824 0.004291 0.00314103 0.0177181 0.00490892 -0.00697055 -0.00550391 0.0247039 -0.010967 -0.0143588 0.0298138 0.0016059 -0.000614862 0.00334369 0.00417598 -0.0320463 0.0212601 -0.0310008 0.00470369 0.00809432 0.000974196 -0.0019689 -0.014501 0.031603 0.0139479 -0.0332902 0.0319287 internal_weight=23084.3 22267.3 21322.5 20935.2 17574.2 16188.2 1385.95 13779.6 2408.65 3361 944.762 1900.96 1537.02 731.813 1460.04 1311.67 363.938 654.141 817.044 148.365 387.363 242.541 221.347 27.8174 120.025 67.3334 702.221 52.6917 791.961 700.147 internal_count=120000 99762 91482 83963 67759 62379 5380 51016 11363 16204 8280 10577 9027 3071 5627 5104 1550 2309 20238 523 7519 1178 1100 157 567 286 7102 281 20082 7091 is_linear=0 shrinkage=0.05 Tree=130 num_leaves=31 num_cat=0 split_feature=512 517 384 518 437 516 503 264 461 387 517 451 450 441 462 281 505 502 513 517 384 497 429 428 335 499 499 444 350 454 split_gain=410.533 418.103 117.007 87.2441 79.2622 69.8499 68.7705 56.999 57.6303 55.509 54.6853 54.5649 50.9688 47.4685 29.4875 28.3108 28.2568 28.224 27.8213 26.3867 24.2428 21.0215 18.4775 16.8971 16.7363 16.0749 18.8008 14.9517 14.4856 13.2861 threshold=-0.65267780423164357 0.93349918723106395 -0.3485718816518783 -0.71007260680198658 1.6102288365364077 1.9316938519477846 -0.18311108648777005 -0.12624660134315488 0.20111908018589023 -0.38336078822612757 1.8434068560600283 -0.23378290235996244 -0.8106701374053954 0.13289085775613788 -0.3962902277708053 -0.32351547479629511 0.37451153993606573 -0.32575602829456324 1.0682051181793215 0.12387203797698022 -0.62465724349021901 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0.00139542 0.00200151 0.00353987 0.00527694 0.0106156 -0.0036642 0.0128438 -0.019218 -0.00794785 -0.0297395 0.0028292 0.0188067 -0.0103398 0.00916293 0.00498923 0.0059459 0.0127436 -0.0121141 -0.0155771 0.0159643 -0.0242712 -0.014073 0.0142881 -0.0233659 -0.00780566 internal_weight=21026.4 19967.2 16231.5 3735.71 8178.57 8052.95 7919.15 7141.3 6203.72 8003.39 1523.17 6222.16 2212.54 937.583 1059.14 1781.23 2374.2 166.05 3847.97 1594.46 750.327 477.407 777.847 186.769 436.464 1533.14 310.611 68.2107 175.18 679.401 internal_count=120000 93403 64307 29096 33223 31084 28918 25594 21799 31987 8993 25201 20103 3795 26597 6786 10466 2432 14735 6018 4088 2449 3324 768 2174 15038 2409 354 1236 5065 is_linear=0 shrinkage=0.05 Tree=131 num_leaves=31 num_cat=0 split_feature=501 517 499 499 284 501 515 466 428 501 506 422 283 398 416 501 412 505 506 493 400 422 412 413 323 496 506 501 499 395 split_gain=1103.34 689.582 311.269 333.557 284.421 189.743 167.936 140.162 118.87 111.462 92.4925 75.5504 72.2852 71.8994 50.6744 38.8365 32.9603 29.1741 31.5485 28.6489 27.6343 27.3224 24.4449 23.0454 22.6689 19.7946 19.7296 24.2933 18.6013 25.9176 threshold=-1.5247683525085447 0.17753145098686221 0.44043914973735815 0.37289343774318701 -0.69920870661735524 0.60629215836524974 2.7018429040908818 -0.75228193402290333 -0.33285792171955103 0.22992813587188723 0.20606651902198794 0.15296269208192828 -0.6354553997516631 -1.3963463902473447 -0.48138231039047236 0.38224689662456518 -0.67345273494720448 -0.54120004177093495 -0.43652927875518793 -0.16136045008897779 -0.61657193303108204 -0.66106274724006642 -0.70274966955184925 -0.88227167725563038 -0.17967098206281659 -0.57531630992889393 0.30196300148963934 0.3308039009571076 0.41324219107627874 0.86033168435096752 decision_type=2 2 2 2 2 2 2 2 2 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 21 11 7 9 22 14 10 17 26 -9 20 -7 16 -13 18 -2 -12 -11 -3 -6 -15 -17 -22 -4 -28 29 -5 right_child=1 2 4 28 5 8 -8 12 -10 13 19 15 -14 23 -16 24 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.03484663223907411 -0.015405869071456739 -0.023066988368298524 -0.024766868513350165 -0.026971011448067874 -0.02953856939945898 -0.017148346693174703 0.033198829197354 0.011280025273955822 -0.028357394697753158 -0.022615304578898338 -0.016425438122321615 -0.011204174222739354 0.027625192355023667 -0.021622370630560508 0.020489431940188849 -0.022977336392936764 0.029680459889501201 -0.0235364969997818 0.033058992966741925 0.025447327631951323 -0.026011614236463632 0.031991815386070668 -0.0010132145912565096 -0.033373697775251981 0.0024736903614759067 0.016074127516547392 0.040984413328030538 -0.014128195443187727 -0.036144263196780692 0.022175156436605937 leaf_weight=1602.5557078495622 100.11520940065384 24.449238538742065 773.11302379891276 172.75511354953051 137.73427672311664 125.74928628653288 125.48310445249081 1062.7281633839011 393.93479852005839 143.79372633993626 52.050018668174744 70.666707336902618 1867.8440395966172 492.67234664782882 308.19616078212857 160.57458779215813 161.45445727556944 667.90596156567335 50.391601867973804 186.76434190571308 35.209735594689846 264.75256418809295 165.87231547385454 2854.1584472805262 191.36616460233927 132.88635659962893 24.539533510804176 105.65067010372877 894.02656458690763 31.56342489272356 leaf_count=23564 778 191 5678 1243 833 557 999 4089 3542 1094 273 344 9389 5112 1571 974 590 5626 253 1074 212 1490 762 39645 858 841 136 610 7506 166 internal_value=-0.00407547 -0.00937184 0.000734503 -0.0204451 0.00603132 0.0128814 -0.0238533 0.0183492 -0.00847254 -0.0253731 -0.0110643 -0.0126728 0.0217002 -0.029506 0.00956975 0.00133333 0.0172126 -0.0190556 0.000798763 0.0162971 -0.00652273 0.0273135 -0.013976 -0.031646 -0.00912748 0.00721881 -0.0217337 -0.00367817 -0.0330262 -0.0193472 internal_weight=13381 11778.4 6936.97 1387.55 5549.42 4062.06 4841.43 3234.18 827.88 4715.95 1057.23 1487.37 2930.57 3658.72 433.945 584.062 232.121 818.413 150.507 238.814 311.89 289.202 303.607 3346.83 351.941 168.096 903.303 130.19 1098.35 204.319 internal_count=120000 96436 40529 10596 29933 20743 55907 15073 5670 54908 8004 9190 13478 46904 2128 2766 934 6657 1031 1347 2147 1681 1595 44757 1832 1053 6424 746 8915 1409 is_linear=0 shrinkage=0.05 Tree=132 num_leaves=31 num_cat=0 split_feature=501 437 475 516 413 506 385 384 504 513 399 516 428 434 259 466 272 503 501 503 463 350 394 286 203 472 439 282 46 481 split_gain=397.478 170.566 134.747 99.4244 88.1675 86.8504 64.0229 62.7181 54.6892 49.9494 49.083 46.7322 45.306 45.2657 48.7754 36.2148 31.0963 29.6913 26.3429 26.0494 25.987 23.5472 23.4851 22.2792 22.2563 20.7198 19.9845 19.3364 18.9979 21.4836 threshold=-1.5247683525085447 1.2243368029594424 -0.15744177252054212 -0.2791085392236709 -0.66923767328262318 0.25901018083095556 -0.7042747139930724 0.29830563068389898 0.3874440491199494 0.51993361115455639 1.1669843792915346 1.9316938519477846 0.31462162733078008 -0.44101105630397791 -0.73874363303184498 -0.66423338651657093 -0.11672986671328543 0.81748774647712719 0.67580202221870433 0.77057313919067394 -0.15328543633222577 2.7752523422241215 0.84366360306739818 0.23824494332075122 0.10212028026580812 -0.064903896301984773 -0.47262625396251673 1.4396201968193056 -0.072828080505132661 -0.42849965393543238 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 12 19 6 9 15 24 18 -9 25 17 -5 -15 -8 -11 20 -2 28 -4 23 -14 -6 -7 -10 -16 -21 29 -3 right_child=1 4 3 13 21 8 7 10 11 16 -12 -13 22 14 26 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033806369898242518 -0.005491260535100434 0.0036563690893572278 0.0037525827251660513 0.00015399630260394691 0.034515088563921263 -0.01548689781945947 0.01560610985033305 0.0047138612690688746 0.0095427195065136364 0.0097632153877079877 -0.013976220644594254 -0.033619230542249766 0.024965143084518738 -0.0043234546348103206 -0.027574509896228474 0.0078589993110919406 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16119 1556 360 886 338 3482 140 1155 399 3547 1288 4463 34 485 416 internal_value=0.00181952 0.00303906 0.00184592 -0.00587927 0.0192016 0.00396302 0.00572329 0.00824629 -0.00366591 0.000892857 0.000597365 0.0038701 0.00210266 -0.0129069 -0.0165814 0.0106227 0.00670615 -0.00207801 -0.00387131 0.00530243 -0.00388316 0.0296422 0.0151578 0.0314343 -0.00965097 0.006196 -0.0219964 0.0302248 0.00128742 -0.0039665 internal_weight=22874.5 22117.6 20597.5 4430.04 1520.13 16167.5 13137 8628.89 3030.49 4508.09 2045.96 1341.09 2073.89 2356.15 1839.1 6582.94 2030.93 1570.62 2477.16 652.335 1469.69 867.791 503.263 828.614 1689.41 1262.95 1275.26 90.2469 562.088 423.321 internal_count=120000 96436 88197 23252 8239 64945 51128 34832 13817 16296 9610 6332 8854 14398 12025 25222 7477 6301 8819 2228 5941 6011 2553 5871 7485 4966 9177 372 1856 1371 is_linear=0 shrinkage=0.05 Tree=133 num_leaves=31 num_cat=0 split_feature=501 517 500 452 505 496 507 484 505 504 98 501 335 501 385 335 350 499 293 439 390 501 196 510 500 510 473 497 499 376 split_gain=392.334 381.65 134.439 101.103 90.1209 73.2739 67.0193 55.459 53.1471 52.3213 53.0087 47.648 46.0724 42.1722 91.4841 50.8076 35.9946 33.9683 31.6614 28.3062 27.4408 27.1627 25.6201 24.415 23.958 23.2646 21.2086 20.2194 18.7941 18.0155 threshold=-1.5247683525085447 0.47816623747348791 0.061110341921448715 0.95673474669456493 -0.46740108728408808 -0.13445588201284406 0.43309569358825689 -1.0137752890586851 0.34391832351684576 -0.52550905942916859 -0.45684042572975153 0.4408885538578034 0.59897780418396007 0.61608353257179271 0.50820410251617443 0.23690252751111987 0.59923878312110912 0.42791941761970526 -0.51367989182472218 0.19493823498487475 0.034790644422173507 0.70621806383132946 -0.021576777100563046 -0.77883353829383839 1.0597454309463503 0.42819015681743627 -0.28962598741054529 -0.088135704398155199 0.43761233985424047 -0.15406148135662076 decision_type=2 2 2 2 2 2 2 2 2 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 26 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5468.3919893056154 36.875124715268612 305.7169788852334 318.01501349359751 326.21537232771516 213.82647978514433 267.59448982775211 899.84704101830721 168.79910176992416 2379.1101878844202 970.20732771977782 1048.116408277303 425.86305958777666 414.60920305550098 1021.2180739790201 84.639325771480799 269.5752977207303 250.73615297675133 125.17042839899659 465.22581464797258 88.090683501213789 187.54139782115817 634.21841355785728 310.32168051600456 1246.0174211189151 63.139803722500801 leaf_count=23564 2853 2000 5920 2556 19091 210 1017 1781 2093 766 863 3640 1020 9767 3744 5145 1363 1452 12115 408 1074 1148 423 1573 269 747 2674 1108 9230 386 internal_value=0.000593127 0.0019549 -0.01023 0.00586792 0.00753502 0.0039494 0.00893509 -0.0151023 6.37071e-05 -0.0041405 -0.0012225 0.00610395 -0.0183499 0.0105544 0.00816741 0.0150368 -0.00789396 0.0116063 -0.0203444 0.00197595 -0.0121491 0.0136432 0.00925317 -0.0146127 0.0238636 0.00787121 -0.00485641 0.00329566 -0.0158637 -0.0248907 internal_weight=20797.8 20011.3 4863.9 15147.4 12985 1243.64 11667.2 3620.27 1801.35 2162.38 1896.09 1205.56 2838.69 9865.83 6438.6 3427.23 1158.68 889.762 2585.25 253.438 595.791 852.887 737.409 732.82 213.261 602.151 1317.81 524.148 1564.03 266.291 internal_count=120000 96436 36031 60405 51098 5557 45571 30474 7824 9307 6365 4657 24554 37747 22835 14912 3799 3557 23126 1428 3167 3347 2566 2436 692 2199 5527 1874 11011 2942 is_linear=0 shrinkage=0.05 Tree=134 num_leaves=31 num_cat=0 split_feature=501 517 499 499 308 516 428 433 516 501 501 484 505 516 501 499 347 515 422 385 503 515 497 501 506 499 475 438 486 468 split_gain=1030.51 654.029 297.331 313.131 250.317 201.719 150.577 128.523 111.666 119.534 80.3735 70.217 69.1376 73.754 53.8104 53.7008 50.9158 47.8577 47.547 40.0445 38.4946 34.877 30.2209 28.3834 33.5639 26.6621 31.6588 23.9166 21.9335 21.7119 threshold=-1.5247683525085447 0.17753145098686221 0.44043914973735815 0.35267814993858343 -0.67736124992370594 0.59129914641380321 0.30178147554397589 -0.50954437255859364 -0.25371871888637537 0.35938085615634924 0.25502538681030279 -0.91746747493743885 -0.23319835960865018 -0.24505014717578885 0.5544690489768983 0.44043914973735815 -0.53966930508613575 0.028905099257826809 0.16381800919771197 -0.60843637585639943 -0.42367531359195704 3.4951291084289555 2.0971361398696904 -0.0068155741319060317 0.20606651902198794 0.41324219107627874 -0.15744177252054212 2.0899497270584111 -0.32156218588352198 0.13599549978971484 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 -3 8 12 7 18 20 11 -8 -10 13 22 -7 -15 -9 -17 -6 -11 28 -16 29 24 -14 26 -5 -12 -4 -2 right_child=1 2 4 25 6 14 10 16 9 19 27 -13 23 15 21 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.034728885934994756 -0.030061158060960727 0.030111996155434861 0.038754011234606998 -0.028504914195441867 -0.013532124342045551 0.025937127176150061 0.027984756384595379 0.007757973285591491 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67.108805831521749 32.817129552364349 83.763533785939217 159.71218714490533 leaf_count=23564 7119 1472 138 1216 1639 1672 499 1388 870 2214 2853 1649 2227 1031 759 127 9003 1829 938 3419 4846 149 52 39435 202 7506 402 139 338 1305 internal_value=-0.00413809 -0.00922133 0.000657988 -0.0203525 0.0058383 -0.0235718 0.0153713 0.0198311 -0.00614093 0.000663325 -0.0122859 0.0200715 -0.0265045 -0.0157123 0.0129896 0.00318185 0.0256392 0.0138689 -0.00121135 -0.00823116 -0.023032 -0.0167518 -0.0245097 -0.0301894 -0.0157504 -0.0318353 -0.0167454 -0.0240613 0.00330941 -0.0256156 internal_weight=13040.1 11532.1 6829.93 1350.65 5479.28 4702.18 3051.38 2627.85 2427.89 1730.57 423.53 543.99 4353.17 1108.5 349.016 352.002 2059.58 271.042 568.272 1186.58 697.326 105.73 756.494 3244.67 309.582 1100.4 232.455 327.834 115.385 747.471 internal_count=120000 96436 40529 10596 29933 55907 16459 12968 13474 8152 3491 2519 53327 11463 2580 2987 10391 1956 2577 5633 5322 908 8476 41864 2429 9124 1618 2992 476 8424 is_linear=0 shrinkage=0.05 Tree=135 num_leaves=31 num_cat=0 split_feature=499 516 281 361 479 435 437 404 306 385 414 522 497 421 516 516 350 516 429 428 272 505 345 500 352 386 430 129 289 512 split_gain=337.502 161.171 157.006 183.912 134.624 80.2436 76.9069 53.5346 57.9901 49.8068 56.4213 50.3836 44.4881 41.6103 40.2049 38.3614 34.2224 32.8538 31.028 28.0904 23.7449 21.727 23.8385 21.4018 21.2097 15.9801 15.7972 15.2094 12.3879 12.2752 threshold=0.26323355734348303 1.2674531340599062 -0.24602714926004407 -0.041412819176912301 -0.38890746235847468 -0.7613757550716399 0.15926908701658252 1.7343854308128359 -0.56013983488082875 -0.41788630187511439 0.23413927108049395 0.42723967134952551 -0.018737546168267723 -1.1268699765205381 -0.411819577217102 0.1047094687819481 0.3472390770912171 0.1546118035912514 -0.46587863564491266 -0.65174448490142811 0.50626647472381603 0.74108535051345836 0.039098132401704795 1.0966716408729555 -0.012978493236005305 5.2152740955352792 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0.030030980362946637 0.018035741833457561 0.001351088869141761 leaf_weight=24.689096782356501 393.74316702783108 326.14439408294857 249.40563523769379 219.70854225382209 2438.097509868443 2848.6107509173453 990.48881242796779 510.50435056723654 2816.2769879326224 1372.4203920885921 353.41528394073248 982.53595571219921 59.069964252412319 2522.6646131724119 542.48054619133472 532.79676480591297 1208.8441540412605 267.73640293255448 1888.8900176100433 321.17930374480784 320.02201467007399 48.279433704912663 118.34134370274842 141.2116811722517 102.29075605049729 5.7687627002596846 706.2299760915339 113.17176497168839 211.56792484968901 27.506776481866837 leaf_count=156 1308 7365 1000 909 8937 11346 7089 3322 14230 5110 1319 3588 306 9195 2684 2110 4925 1064 7759 1594 1110 216 598 490 448 18 20082 544 1021 157 internal_value=0.00181413 0.00292824 0.0034772 0.0128724 0.00154082 -0.00262597 0.0254453 -0.00593119 -0.00453233 0.00605485 0.00998641 0.00236557 0.011752 -0.00147587 -0.00112205 0.00976169 0.00295113 0.00389737 0.0130394 0.000973194 0.00577543 -0.000906136 0.0161183 -0.003012 -0.0100856 0.0340926 -0.0316067 0.0137037 0.00940174 -0.0305464 internal_weight=22664.1 21933.2 21579.5 3687.04 17892.5 9303.54 1625.91 6175.39 5664.89 8588.95 4157.21 4431.74 629.655 2916.41 895.896 1515.33 2061.12 3128.15 3261.31 380.249 2758.12 1516.68 166.621 1350.06 370.027 996.258 730.919 544.448 431.276 353.651 internal_count=120000 99762 92240 18710 73530 40457 10007 28898 25576 33073 16872 16201 2900 10503 4003 5698 8703 11559 12869 1900 10047 6229 814 5415 1512 7107 20238 2474 1930 7522 is_linear=0 shrinkage=0.05 Tree=136 num_leaves=31 num_cat=0 split_feature=501 517 384 437 477 518 501 498 501 404 497 281 450 513 393 497 335 503 513 391 501 295 431 455 498 513 446 501 472 470 split_gain=365.993 350.563 99.1613 85.1192 79.0309 78.0832 67.3527 63.9883 55.4219 56.0753 58.9091 55.5806 49.6203 49.0784 45.1511 36.6212 34.9946 33.3467 32.9026 32.2224 29.1283 28.5161 23.3216 22.5282 19.3906 19.0503 19.5345 18.3264 17.571 17.306 threshold=-1.5247683525085447 0.93349918723106395 -0.3485718816518783 1.6102288365364077 0.017870933748781685 -0.71007260680198658 0.78033095598220836 -0.24093133211135861 0.35938085615634924 -0.65353980660438526 0.260774776339531 -0.282610073685646 -0.74585178494453419 -0.45565800368785853 -0.58556330204009999 1.40180379152298 0.078790467232465758 -0.36247704923152918 0.83769595623016369 0.10461645573377611 0.32643926143646246 0.83849358558654796 0.66757214069366466 -1.0084396004676817 0.86719053983688366 -0.54757195711135853 -0.74368607997894276 0.15016409754753116 0.15054258704185489 0.33810767531394964 decision_type=2 2 2 2 2 2 2 2 2 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 6 8 7 14 -3 9 10 -2 17 29 -8 22 -16 -15 -10 19 -6 -9 -13 -4 -20 -14 -22 -27 -11 -25 -7 right_child=1 5 3 -5 18 12 13 20 11 27 -12 21 24 16 15 -17 -18 -19 23 -21 25 -23 -24 28 -26 26 -28 -29 -30 -31 leaf_value=-0.03398809382042068 0.0091747871122403856 -0.012362885902391211 0.0039187705961676303 -0.023469464941349241 -0.0073245893996702243 -0.013674077207477514 -0.030920952804183739 -0.013705615661767779 -0.017202759528033181 -0.021318536235535354 -0.029184931439284263 -0.019270154104486556 -0.02573842759090559 0.012670258692506323 0.011510791926172157 -0.015300287971570554 0.029612175123022486 0.011619820876163173 0.01305051317122103 0.0057635914819027878 -0.030214500145066395 0.012832366589185169 -0.011494881381692253 -0.022168119505599833 0.0030163935059767349 0.00010704384616946677 0.022049138290953799 -0.00604207403770614 0.0017078030470305807 0.0019163035932926644 leaf_weight=737.5382846146822 986.18095090612769 858.06458260118961 2048.7093003727496 197.903599049896 1340.6526900827885 552.2171073295176 45.117753282189369 119.43781062960625 103.672592099756 320.18930591642857 111.24693819507957 252.19199869781733 1246.9559355936944 550.83763655647635 4221.1724298782647 131.084297940135 686.86708322912455 2942.712161719799 62.029399938881397 723.84008467197418 23.461892262101173 95.035016588866711 278.59244774654508 507.01998979225755 61.175478182733059 142.90430727601051 353.36643859744072 510.97251251712441 90.396466571837664 261.84063506126404 leaf_count=23564 3258 6097 8219 1939 5017 4498 635 600 454 1310 425 1793 13408 2267 16323 672 3799 10981 218 2689 356 399 1186 3006 300 684 1449 2081 412 1961 internal_value=0.000593737 0.00188063 0.0050229 0.00890659 0.00108344 -0.0121877 0.0097122 -0.00343991 0.00462903 -0.00213708 0.00527938 0.00847564 -0.0183565 0.0202077 0.0076955 0.0107018 0.0220779 0.0106368 -0.00584224 -0.00273321 0.00853111 -0.0104682 0.0020711 -0.0155661 -0.0243897 0.0136525 0.0157421 -0.0119349 -0.0185473 -0.00865369 internal_weight=20563.4 19825.8 16206.4 8160.28 8046.14 3619.42 7962.38 1497.24 5322.2 1928.59 1097.43 3393.61 2122.19 1282.82 6679.56 4352.26 1237.7 3046.38 2723.94 2064.49 639.17 347.227 2327.3 659.446 1308.13 519.733 496.271 831.162 597.416 814.058 internal_count=120000 96436 67083 35040 32043 29353 33101 9186 20701 7074 3683 13627 20167 6701 26400 16995 6066 11435 11342 7706 3089 2192 9405 3636 13708 2489 2133 3391 3418 6459 is_linear=0 shrinkage=0.05 Tree=137 num_leaves=31 num_cat=0 split_feature=501 517 398 283 516 516 463 272 450 386 516 509 516 505 501 495 501 501 501 175 412 156 428 515 438 497 350 455 497 462 split_gain=960.45 619.869 274.333 239.821 190.947 179.294 114.347 93.3145 76.9581 74.5806 71.6219 68.739 64.0111 64.2049 57.3402 99.6339 51.3147 50.7792 45.4015 44.3058 43.3675 41.3015 38.064 34.8842 31.963 30.6924 26.1085 25.1968 27.2562 19.8966 threshold=-1.5247683525085447 0.17753145098686221 -0.21543604880571363 -0.64334866404533375 0.59129914641380321 1.0682604312896731 -0.16055103391408918 0.41617496311664587 -0.85935133695602406 0.10575841739773752 0.29773791134357458 -0.34056486189365381 -0.24164093285799024 -0.38881523907184595 0.35574768483638769 -0.56273496150970448 -0.016069891862571236 0.53246191143989574 0.4408885538578034 -0.64612382650375355 -0.56080418825149525 -0.338328868150711 -0.8602098524570464 3.4951291084289555 -0.46142400801181788 0.260774776339531 -0.25335712730884546 0.62044310569763195 0.95215097069740307 -0.33961565792560572 decision_type=2 2 2 2 2 2 2 2 2 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 7 11 14 9 10 19 18 20 12 25 26 15 -4 29 -6 -5 -8 -3 -10 -9 -19 -17 -2 -14 -18 -29 -13 right_child=1 2 5 6 17 -7 8 22 21 -11 -12 16 13 -15 -16 24 27 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.034613932881764009 -0.02828043091549981 -0.026025863732198663 -0.025117942822617523 0.023002508879501646 0.026041902028978121 0.033764471921260392 -0.022970428814830801 0.036938986639573589 0.018498792415939817 -0.02900254191499654 0.015769128288168448 -0.017684148910291627 0.0080023221596697888 -0.014531661762037558 -0.026850815030915205 -0.01434815948339651 -0.032764470507500011 -0.030495444067957723 -0.0031039163676175249 0.017638847992619118 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69.5941 77.6282 62.4678 59.8223 49.4582 45.6844 43.2462 43.0436 40.8097 40.3731 42.2457 38.2018 26.6831 26.0514 24.5879 21.2482 21.9384 21.2205 21.1739 20.4821 15.3634 11.3326 11.3098 11.0583 threshold=0.26323355734348303 -0.64543122053146351 0.6671549677848817 -0.50361111760139454 0.44473001360893255 0.53589671850204479 0.086954019963741316 -0.55816909670829762 0.66611656546592724 0.44043914973735815 0.53483921289443981 0.05163498409092427 0.32069005072116857 0.38633218407630926 1.3081929683685305 0.41186757385730749 -0.57942309975624073 -0.5216144025325774 0.17660018056631091 0.0083253565244376677 -0.62990176677703846 -0.24218885600566861 -0.070133969187736497 0.091812338680028929 0.57075089216232311 -0.48738779127597803 -0.97213754057884205 -0.43737587332725519 1.8104816675186159 0.54795876145362865 decision_type=2 2 2 2 2 2 2 2 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 11 3 4 15 23 12 13 17 -9 24 20 19 -8 -14 -3 -17 -6 -10 -5 27 -12 -23 -4 25 -7 -1 -2 -26 -29 right_child=1 2 5 6 8 10 7 9 18 -11 21 -13 14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 28 -27 -28 29 -30 -31 leaf_value=0.0073154820759197469 0.0089327260432729809 0.033655538302148624 -0.02761320488215074 -0.0011248236854073451 0.021906440588118983 -0.018799797997009374 -0.0015681723132347299 0.00025000767143680406 0.0068234497212731936 -0.017085318835584506 -0.032115572482280121 0.032165214323680393 0.013688507652243866 0.012973819965322597 -0.017489205653791525 0.011014386499995603 -0.0010343662925298861 0.010921434185201712 -0.011592226340248436 0.011411485713008852 0.030819816431525388 0.0095917366744149805 0.041417411546720684 0.0037250442054000475 0.0015051927564220754 -0.00024605336602801192 -0.032799457723085533 -0.021764259742469753 -0.033573019370626483 0.022020559225889372 leaf_weight=24.509982651099563 136.82968298345804 100.65624647587538 519.49528858810663 2347.5947633665055 1188.0438379719853 538.20616569370031 2861.2147324252874 765.62219847552478 475.17552307248116 1418.8748008050025 22.929250530898571 541.55107667669654 1451.479500265792 618.76510445401073 112.91726959496737 933.55074510723352 3292.662973890081 2382.8465957436711 335.41713384725153 503.04318385012448 87.67067751288414 212.42808532714844 72.934190560132265 59.952806014567614 461.13851273432374 206.30754743516445 666.82285227440298 76.971182826906443 24.081140622496605 17.547225937247276 leaf_count=156 795 358 8599 8749 4356 2739 11317 3661 1578 7903 99 6313 5846 2286 503 3382 14317 8215 1168 1799 766 1088 295 343 1950 857 20082 319 74 87 internal_value=0.00180155 0.00285549 0.00201268 0.00330901 0.0070834 -0.00948662 4.75269e-05 -0.0036199 0.0117336 -0.0110076 -0.00387785 0.0233211 0.00475393 0.00101636 0.0114339 0.00237318 0.00162616 0.0145781 -0.000791141 0.00108599 0.00828668 0.0140205 0.0177551 -0.0243621 -0.00836976 -0.0136659 -0.0313692 -0.0002404 -0.000231973 -0.0135681 internal_weight=22457.2 21765.9 20905.3 18787.9 8708.35 2117.47 10079.5 5664.48 4381.48 2184.5 1538.02 860.57 4415.03 3479.98 1564.4 4326.87 4226.21 3570.89 810.593 2850.64 319.019 308.292 285.362 579.448 1229.73 744.514 691.333 231.348 485.22 94.5184 internal_count=120000 99762 91482 75438 33374 16044 42064 25167 15317 11564 7102 8280 16897 13603 6349 18057 17699 12571 2746 10548 1967 1482 1383 8942 5620 3596 20238 1201 2024 406 is_linear=0 shrinkage=0.05 Tree=139 num_leaves=31 num_cat=0 split_feature=501 517 500 452 393 496 409 501 504 98 516 279 404 86 32 384 444 507 385 499 431 501 66 44 500 491 498 509 386 202 split_gain=341.427 321.967 115.996 89.5721 78.0204 63.901 53.2372 52.2624 47.3244 49.2118 44.625 42.2463 42.0728 40.5714 41.1997 36.4114 35.8124 34.0662 42.8433 31.0568 26.8164 25.1725 24.1014 21.7592 20.4668 20.2668 19.4251 19.2266 16.9898 16.6804 threshold=-1.067359924316406 0.47816623747348791 0.061110341921448715 0.95673474669456493 -0.61953315138816822 -0.13445588201284406 -0.69338610768318165 0.61608353257179271 -0.52550905942916859 -0.29681369662284846 1.9316938519477846 -0.72685763239860524 0.88425904512405407 -0.17795507609844205 0.58315733075141918 0.42970977723598486 0.22550819814205172 0.82593858242034923 -0.075044602155685411 0.42791941761970526 0.95865520834922802 0.70621806383132946 -0.35428529977798456 -0.80470252037048329 1.0661941766738894 -1.0404331088066099 0.89515820145607006 0.4860855638980866 2.4445209503173833 -0.038289181888103478 decision_type=2 2 2 2 2 2 2 2 2 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 25 17 28 22 13 15 29 20 -15 -8 26 18 -2 -7 -6 27 -10 -13 -24 -4 -11 -21 -5 -9 right_child=1 2 6 8 10 19 11 12 9 16 -12 23 -14 14 -16 -17 -18 -19 -20 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033216127321564384 0.0051983962121335972 -0.014484024144735336 0.0017991730986257216 -0.029143644924618125 0.012318668867713906 -0.034634937665888481 -0.014005602331810977 0.0070053659038444146 -0.0028060617844105399 -0.020508633487302492 -0.034053030076541542 -0.012042923553782938 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leaf_count=23733 5783 1993 4046 2809 26313 210 3738 2944 1347 1688 1044 2635 2998 2256 645 664 1259 1206 5081 1530 1757 1148 1379 13626 566 5721 118 669 131 963 internal_value=0.000591709 0.00183303 -0.00956717 0.00543126 0.00701492 0.00373039 -0.014199 0.0019541 -0.00404813 -0.00130817 0.0100314 -0.0188235 0.00946898 0.0103477 -0.000373325 -0.00907236 -0.00955681 -0.0016868 -1.61239e-05 0.0109439 0.011537 0.0129008 0.00662137 -0.0236737 0.0132824 -0.00594793 -0.0179322 0.00735275 -0.0242978 0.00334233 internal_weight=20342.8 19622.6 4707.22 14915.4 12780.7 1215.78 3491.45 4773.7 2134.64 1880.54 8007.02 2236.95 1558.38 7950.17 793.459 743.493 922.022 3215.32 2909.45 871.103 7156.71 835.416 958.516 1493.46 561.954 1254.5 535.297 593.938 254.1 1002.23 internal_count=120000 96267 35980 60287 50990 5550 30430 18975 9297 6357 32015 20663 6905 30971 2901 4402 3065 12070 10864 3557 28070 3347 3292 16261 1945 9767 1806 2199 2940 3907 is_linear=0 shrinkage=0.05 Tree=140 num_leaves=31 num_cat=0 split_feature=501 517 499 499 284 508 501 433 486 422 501 450 499 497 512 328 506 501 501 398 495 503 505 515 435 506 398 188 331 514 split_gain=896.009 590.041 282.065 286.043 245.596 171.826 158.135 106.628 90.3213 86.6348 69.4365 58.9782 53.9862 57.5036 53.2284 49.3713 45.5351 42.2088 41.6565 37.7699 32.6216 29.4808 26.0015 30.0812 25.7026 24.3102 23.292 23.0682 19.3903 18.1043 threshold=-1.5247683525085447 0.17753145098686221 0.44043914973735815 0.37289343774318701 -0.66206431388854969 0.44275306165218359 0.62299504876136791 -0.50954437255859364 -0.56587052345275868 0.1082093194127083 0.30321352183818823 -0.8465721309185027 0.44043914973735815 0.3874379843473435 0.55984300374984752 -0.51238206028938282 -0.20009316504001615 0.55760705471038829 0.38598485291004186 -1.2135273814201353 -0.62295550107955922 -0.39810645580291742 -0.11969905346632002 3.4951291084289555 -0.85617783665657032 0.84364050626754772 -0.080986693501472459 -0.099894616752862916 -1.3234089016914365 1.6183338165283205 decision_type=2 2 2 2 2 2 2 2 2 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 24 9 10 7 18 -8 25 12 -9 -2 16 -7 -10 -14 20 -6 21 -11 -12 -16 -24 -3 26 -4 -15 -23 -5 right_child=1 2 4 29 6 14 8 11 15 17 19 -13 13 27 22 -17 -18 -19 -20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.034508078323896754 -0.032771356916290927 -0.023295258677277497 -0.016063042279512937 -0.03322548556567189 0.013749561310689771 0.031710050927009591 -0.030140582458974031 0.0019520773954734517 -0.01711143532441237 -0.0040024501607920379 0.035305520212441863 0.026464590264228399 -0.022309648962422598 0.05416129482780916 0.01615519191464181 0.020795850544325506 0.0040332883838829509 -0.015792920441780642 -0.0091055445758666653 -0.032436265220366897 0.022292509425820055 0.028351782989154778 -0.021584380291404248 0.038837559113887157 0.030412668656907133 0.012692851338070724 -0.032855723549211922 -0.00083620775106944757 -0.022464658062409212 0.023779440705698235 leaf_weight=1331.8152026832104 333.25755405053496 24.331558533012867 593.94429334625602 1010.1188992951065 388.60533995181322 140.90666342899203 290.81429892033339 281.59128071367741 134.5035814139992 202.79885453730822 27.799579679965973 1933.3035035133362 475.56244922801852 46.614928755909204 96.705385930836201 236.91989160701632 249.9134234264493 205.29650618135929 409.03932532295585 2555.7038632594049 280.80290583148599 20.130603983998299 190.90183378756046 22.945069842040539 244.18898110836744 53.415322691202164 318.6514014210552 31.910321671515703 249.43812940642238 13.953633103519676 leaf_count=23564 3724 146 3282 8851 1681 1244 2721 1303 774 868 143 9864 4313 291 622 1403 1563 1302 1768 39409 1177 162 1731 149 1535 341 3449 205 2351 64 internal_value=-0.00423525 -0.00889962 0.000556158 -0.0203958 0.00563879 -0.0229981 0.0128421 0.0177056 -0.00927405 -0.0103532 -0.0263061 0.0233507 -0.0158479 -0.00882366 0.00622864 0.00705412 -0.0132288 0.00318742 0.00202332 -0.0304724 0.0112568 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-0.12260430678725241 0.3472390770912171 -0.15744177252054212 0.54951623082160961 -0.18228596448898313 0.73540532588958751 -0.7042747139930724 0.94146406650543224 1.4701720476150515 0.51993361115455639 -0.39038227498531336 0.18905099481344226 0.69661819934844982 0.77057313919067394 -0.81849759817123402 0.62299504876136791 1.4193283915519717 1.1964575052261355 0.55742481350898754 -0.34109763801097864 -0.48459707200527186 0.029513329267501835 0.43785788118839269 -0.19723689556121823 0.10902075469493867 0.7623392939567567 -0.059912541881203644 1.7524195313453677 0.53060522675514232 decision_type=2 2 2 2 2 2 2 2 2 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 28 17 10 9 -9 14 27 -12 20 -2 29 -10 19 26 -5 -4 -22 -15 24 -7 -21 -8 -6 -3 -13 right_child=1 2 13 6 11 23 18 8 16 -11 12 15 -14 22 -16 -17 -18 -19 -20 25 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033617673137781884 -0.0056086644411646007 0.011834681112085476 -0.045587049747777976 0.0013951733375897845 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1211.7066366374493 123.73959406837821 743.15975391864777 196.13434321433306 416.67372143641114 53.379262074828148 68.136239506304264 28.607192371040583 10.28768317401409 leaf_count=23564 8350 1586 82 6388 1296 504 3651 27934 2796 1271 7540 1106 2369 364 713 6049 2408 2059 3375 659 700 4772 633 5968 1111 2063 248 240 167 34 internal_value=0.00179499 0.00282297 0.0130653 0.00119876 0.00324687 0.0259721 -0.0083864 0.00440621 0.00690017 0.00855955 0.000404041 -0.00594496 0.00471513 0.00117154 -0.00411933 -0.00960267 -0.00316538 -0.00420731 -0.0193288 -0.00195955 -0.00131398 -0.000428971 0.0194381 0.0323321 0.0214072 -0.0102069 -0.0133906 0.00693038 0.00882902 0.00489235 internal_weight=22252.3 21624.8 2959.33 18665.4 15379.8 1418.97 3285.69 13657.7 8413.51 7223.22 5244.23 1722.01 2685.68 1540.36 2558.54 1341.36 1190.29 2378.06 907.628 2007.16 1355.71 1329.35 184.652 1034.72 291.556 580.741 603.844 380.649 384.256 258.075 internal_count=120000 96436 15887 80549 62106 9336 18443 53381 34409 29205 18972 8725 9909 6551 9063 7189 5204 11169 7274 9110 5554 5472 997 7583 1615 2722 3899 1536 1753 1140 is_linear=0 shrinkage=0.05 Tree=142 num_leaves=31 num_cat=0 split_feature=501 517 513 505 504 501 509 335 393 498 484 512 501 424 264 501 335 46 504 515 520 387 444 491 327 454 396 452 59 519 split_gain=318.591 294.281 86.1614 84.7557 70.5471 72.763 68.0615 67.9655 61.4588 61.2119 58.0829 57.3021 32.6332 21.9466 21.6583 20.1339 18.5109 17.8371 16.0407 22.5593 35.6354 15.2382 15.1086 14.7135 13.7055 13.35 13.1844 12.9136 16.9522 12.3048 threshold=-1.5247683525085447 0.93349918723106395 1.0682051181793215 -0.59431138634681691 -0.67780959606170643 0.78033095598220836 0.4860855638980866 0.42984005808830267 -0.61953315138816822 0.39573323726654058 -0.93752920627593983 0.80126675963401806 -0.45646870136260981 -0.2345190495252609 0.24912443757057193 0.35574768483638769 1.4140534996986391 0.17526169866323474 -0.52550905942916859 -0.44056579470634455 3.5389355421066289 -0.34429523348808283 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55.6569 52.3212 45.3345 40.5306 32.6297 31.5916 28.5447 27.5898 27.3998 25.4127 22.959 22.01 21.9422 21.5847 19.9144 25.1048 17.3062 threshold=-1.5247683525085447 0.44043914973735815 -0.27109995484352106 0.35267814993858343 0.38224689662456518 -0.89163991808891285 -0.59280139207839955 0.63907083868980419 -0.53524720668792714 -0.84064537286758412 0.66741889715194713 -0.56273496150970448 1.2280490994453432 -0.35319243371486658 -0.46464976668357844 0.67565608024597179 0.17736303061246875 1.692680895328522 -0.420377567410469 2.1909917593002324 -0.30039496719837183 -0.53713113069534291 -0.89890044927597035 -0.15295466780662534 -0.74799206852912892 0.15016409754753116 1.6183338165283205 0.43662473559379583 -0.45930357277393336 -0.29314757883548731 decision_type=2 2 2 2 2 2 2 2 2 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 21 5 24 15 9 14 22 11 -7 25 20 -8 16 -6 -10 -14 26 -9 -2 29 -12 -4 -11 -5 28 -15 -3 right_child=1 2 4 19 6 10 8 13 17 12 23 -13 18 27 -16 -17 -18 -19 -20 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58.765389200299978 23.36662569642067 819.28187066689134 409.5543472096324 348.84199239686131 30.478030666708946 114.83629626408219 16.346426628530025 78.434683796018362 252.41785333491862 88.038251591846347 368.82493733242154 185.67411084473133 1440.0617269705981 18.651755072176456 37.166567385196686 168.40114959701896 67.837435305118561 leaf_count=23564 400 207 1326 32380 5597 1804 1370 1187 3218 2943 1128 4958 644 101 4202 5540 1912 300 747 123 442 1705 792 1999 1049 18796 114 337 826 289 internal_value=-0.00427116 -0.00873891 -0.00226606 -0.0269327 0.00524608 0.0189722 -0.00407689 -0.017177 0.00796552 -0.0231603 0.0254921 0.0182709 -0.0259462 0.00951021 0.0166154 -0.0153212 -0.01051 -0.0133463 0.00166217 -0.0329555 -0.00622844 0.0232648 0.00488118 0.0375968 -0.0120198 -0.0285857 -0.0333833 0.0275126 0.0340057 0.0209591 internal_weight=12094.7 10842.5 7997.54 2844.92 5318.04 2151.23 3166.81 2679.5 1528.93 2188.94 1777.48 1113.74 1991.29 490.554 1087.71 1637.88 1228.32 441.218 173.602 2540.27 261.62 304.656 197.653 663.741 373.754 1817.69 2523.92 228.934 191.768 109.615 internal_count=120000 96436 61714 34722 34403 12264 22139 27311 9090 24418 9889 6762 23130 2893 5572 13049 7509 3518 1391 32617 1629 2105 1288 3127 2375 21739 32494 1264 927 496 is_linear=0 shrinkage=0.05 Tree=144 num_leaves=31 num_cat=0 split_feature=501 281 361 475 437 466 394 514 460 331 497 323 414 500 443 504 468 277 339 277 516 510 516 444 438 272 512 324 391 142 split_gain=301.984 133.06 163.295 140.423 74.8635 66.2099 62.5064 54.389 49.9155 41.5253 37.5985 36.2284 35.6789 34.7221 32.069 25.924 24.6534 22.9708 22.855 22.7838 22.8512 22.6323 21.6253 21.2931 20.5955 20.7163 19.3455 16.1046 15.3158 15.2693 threshold=-1.5247683525085447 -0.24602714926004407 -0.041412819176912301 -0.15744177252054212 0.15926908701658252 -0.38212409615516657 0.71687608957290661 0.73540532588958751 0.20970367640256884 -0.77109608054161061 0.093232851475477233 0.27501015365123754 0.23413927108049395 1.2545269131660464 1.4377180933952334 -0.6852227747440337 -0.26261578500270838 -0.37580379843711847 -0.78313234448432911 -1.2070145010948179 -0.25079944729804987 1.1636044979095461 -0.45085075497627253 0.7623392939567567 1.2722615003585818 1.3670101165771487 0.90465977787971508 0.9105609953403474 0.083445541560649886 -0.290565475821495 decision_type=2 2 2 2 2 2 2 2 2 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 5 10 6 8 24 13 19 -3 17 -8 -2 -10 -4 -12 -11 -17 -7 -21 23 -14 -9 25 27 29 -5 -26 -20 right_child=1 2 15 7 -6 9 12 21 14 11 16 -13 22 -15 -16 18 -18 -19 26 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.033555800701199769 0.0060631202035300565 0.023602916730154931 0.026725102653830341 -0.0032315118593130307 0.032797046776972649 0.0015382673161166559 0.0020254292259401611 -0.016434522335864482 0.01735501217358602 0.0098408445790346844 0.008429389344765512 -0.0067025838216959212 0.013433614234497029 -0.01833389279008826 -0.0050277057355030165 -0.0051386361386609597 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591 9865 3010 986 1469 3564 2875 205 1607 315 308 1043 586 1208 internal_value=0.00178102 0.00274922 0.0115126 0.0009819 0.0237636 0.00298352 0.00551849 -0.00882929 0.00774103 -0.00141331 0.0103817 0.000467175 -0.00194444 0.00539814 0.0150856 0.00226551 -0.000976816 0.00322492 0.000973062 -0.0115753 -0.0166887 -0.0196453 -0.0123353 -0.0133868 -0.00467476 -0.00237154 0.00576252 -0.0012618 -0.0149061 0.0038439 internal_weight=22070.6 21482.2 3604.69 17877.5 1550.21 14848.8 9419.25 3028.77 7258.31 5429.53 625.049 4581.35 2160.93 5503.55 1754.77 2054.48 336.055 3309.25 1951.66 848.18 610.486 840.089 597.659 532.487 2188.68 1787.01 1094.66 1714.66 401.671 1011.05 internal_count=120000 96436 19104 77332 10166 60056 37892 17276 28510 22164 2997 18823 9382 21697 6813 8938 1703 13357 7838 3341 2455 6962 3188 3398 10314 8121 4526 7806 2193 4218 is_linear=0 shrinkage=0.05 Tree=145 num_leaves=31 num_cat=0 split_feature=501 500 441 264 516 361 497 501 398 424 46 414 391 495 258 281 447 501 501 393 479 305 516 505 505 399 395 316 80 497 split_gain=297.284 203.864 145.248 88.1983 61.3343 60.7916 59.2865 56.132 55.3922 58.3027 47.6802 47.2015 45.3484 42.6367 37.3526 33.921 31.0788 28.476 28.0938 27.5214 26.4303 24.7926 24.6561 23.8299 23.1528 22.5094 22.3107 22.1035 19.2782 18.198 threshold=-1.5247683525085447 0.24429204314947131 0.27653878927230841 -0.28935988247394556 1.9316938519477846 0.3298268467187882 1.4360503554344179 0.35574768483638769 -0.84443199634551991 -0.31986637413501734 -0.089768558740615831 0.56509974598884594 -0.072076879441738115 -1.0263541936874387 0.36974631249904638 -0.12875884026288983 0.24699341505765918 0.42808705568313604 0.77492445707321178 -0.49387861788272852 -0.51799422502517689 -0.1712374612689018 -0.036332577466964715 0.35201032459735876 -0.23319835960865018 0.81544634699821483 -0.89569818973541249 -0.69683364033699025 -0.028774680569767948 0.71611595153808605 decision_type=2 2 2 2 2 2 2 2 2 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 8 10 15 7 12 20 16 14 13 22 -9 27 25 -10 -11 -13 -15 -3 -12 24 -16 -2 -5 -7 -4 -23 -20 right_child=1 2 4 5 -6 26 -8 11 9 17 21 18 -14 19 23 -17 -18 -19 29 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033837908798079623 -0.013606633954160414 -0.00083191061599430672 -0.0065724002714051656 -0.021419214453085457 -0.034421934152533466 0.017391686282849646 -0.047979715053035984 0.030978526494166738 -0.0096707102533449725 -0.0034717446061510804 -0.021314433687762396 0.011874606400116491 0.0083027859800764662 0.0026389866739744334 0.011499114207449861 -0.033716338690652319 0.004338736557772639 0.013509177327339014 0.028118896655793355 0.0092288726087659239 -0.016822667685746823 0.0078090041155127691 -0.022303267802029451 0.031924834095222385 0.0027545678506017191 0.00052706726308973434 -0.0088238256593574909 0.0085014088884731182 -0.0143913205859119 -0.02644425322362073 leaf_weight=608.10227923840284 353.94361037388444 343.25408922508359 289.47486099600792 534.21099749952555 94.7975760884583 113.45386295951903 49.391048239544034 178.3254234585911 1510.6790539417416 361.20546874776483 183.47213995829225 1011.9945449400693 800.85913844965398 2944.6281152423471 319.47292107157409 507.97131435386837 535.81935804150999 776.92556443251669 482.87169899977744 3436.6183018423617 1053.7355558946729 298.3050751760602 219.28885108605027 259.99481366947293 554.52719107270241 148.96500893682241 284.15068788826466 1508.5769759528339 145.33054431714118 15.611189708113669 leaf_count=23564 1482 1811 1201 4782 2197 472 238 654 9849 1771 886 4465 3046 12190 1127 6625 2281 3189 3111 14256 7411 1003 924 881 1955 735 1595 5608 617 74 internal_value=0.000580874 0.00166476 -0.00368257 -0.00811867 0.00514723 -0.0182708 0.00659841 0.00686899 -0.00459684 -0.000953763 0.00639843 0.00870044 -0.000791966 0.00686399 0.00963399 -0.0239214 -0.00600025 0.00811577 0.0166714 0.00618884 -0.0128975 -0.00585998 -0.00725504 0.0206763 -0.00361511 -0.0166272 -0.00132834 0.00607161 0.00052353 0.0263951 internal_weight=19926 19317.9 9269.8 6170.37 3099.42 1588.75 10048.1 9998.67 4581.62 3184.63 3004.63 8070.05 1928.62 6559.57 2377.52 1191.15 2046.5 1138.13 1510.48 6381.25 1396.99 627.108 1127.76 579.468 908.471 683.176 397.605 1798.05 443.636 498.483 internal_count=120000 96436 54041 40521 13520 14209 42395 42157 26312 17090 11323 34750 7407 27100 8817 12142 12130 4960 7650 26446 9222 2506 4361 2008 3437 5517 2067 6809 1620 3185 is_linear=0 shrinkage=0.05 Tree=146 num_leaves=31 num_cat=0 split_feature=499 499 516 497 512 450 503 439 413 498 511 264 499 265 516 264 410 475 484 503 460 364 386 522 398 395 519 386 498 496 split_gain=732.456 706.227 385.408 304.082 168.258 157.152 153.254 106.255 102.196 80.6727 73.715 67.8277 64.0114 48.9979 48.902 48.0112 34.1801 32.1166 26.6991 25.9295 23.8259 20.0117 18.9866 17.3566 16.8042 16.2432 15.788 15.3938 14.175 14.124 threshold=0.29076987504959112 0.44043914973735815 0.095541097223758711 0.46516181528568273 0.6788156032562257 -0.72005552053451527 0.12073223665356637 -0.14107308536767957 -0.65860560536384571 0.57417741417884838 1.3646806478500368 -0.4556118100881576 0.40520316362380987 1.8694812655448916 -0.15421370416879651 -0.41670635342597956 -0.2611864954233169 -0.15744177252054212 -1.2790184617042539 -0.27925819158554072 0.16511457413434985 -0.31955662369728083 -0.54813274741172779 2.066439270973206 -0.31002573668956751 1.6006544232368471 -0.30324637889862055 -0.49504077434539789 0.71424907445907604 -0.035883218050003045 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 12 3 6 18 16 7 11 15 13 14 -3 17 -7 -8 19 -5 25 -4 -6 -18 -12 24 -14 -10 -2 -19 -17 -20 -30 right_child=1 2 4 5 8 9 10 -9 22 -11 21 -13 23 -15 -16 27 20 26 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.033690944388201728 -0.025835882482834818 -0.007236639584077261 -0.025102416775554727 -0.024509074363684987 0.055656983471540182 0.029066037548640913 -0.029746356422645642 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14.821414157748221 72.163947956636548 73.490291558206081 39.160554122179747 25.853732287883759 leaf_count=20401 1880 4771 136 1498 78 4121 19372 4674 756 909 294 3845 30374 442 6671 1077 952 420 9514 2487 438 512 1985 114 630 96 571 364 308 310 internal_value=-0.00430854 -0.00838875 -0.00116994 -0.00792722 0.016407 0.0110488 -0.0147632 -0.0034145 0.00424718 0.0226993 -0.022602 0.00327095 -0.0313218 0.026649 -0.0244451 0.014679 -0.0106768 -0.0105302 0.0317711 0.00521484 0.000712908 0.0166227 -0.0152243 -0.034341 -0.00418547 -0.0220168 0.011014 0.0301857 0.0329485 0.0102647 internal_weight=11810.8 10665.8 8112.5 5860.01 2252.49 1551.74 4308.27 1760.4 1257.62 1010.22 2547.86 1357.86 2553.31 937.114 2433.67 819.078 541.518 324.029 994.873 508.924 296.833 114.191 438.538 2229.28 206.934 211.497 112.532 310.154 974.823 65.0143 internal_count=120000 99599 66144 48499 17645 8360 40139 13290 7377 5472 26849 8616 33455 4563 26043 4006 2888 2967 10268 2565 1390 806 3371 30488 1386 1976 991 1441 10132 618 is_linear=0 shrinkage=0.05 Tree=147 num_leaves=31 num_cat=0 split_feature=501 437 516 466 439 413 460 475 513 506 384 394 445 505 335 441 414 503 441 295 264 129 151 481 230 31 357 451 265 324 split_gain=281.705 120.185 92.0687 80.8322 88.8582 75.4036 60.9981 46.6098 43.4082 63.5286 39.1387 31.7682 30.6448 30.1863 27.8096 26.2408 25.991 25.5338 25.3485 17.6679 17.3382 16.7481 15.6554 15.6239 16.6917 15.3455 13.1124 12.0652 10.8711 10.5178 threshold=-1.5247683525085447 1.2243368029594424 1.4701720476150515 -0.38212409615516657 -0.39204962551593775 -0.60465183854103077 0.22839254885911944 -0.15744177252054212 0.75117745995521557 -0.29939340054988856 -0.28267021477222437 0.82490947842597973 -0.05733316391706466 0.91421514749526989 1.2393202185630801 1.8193525671958926 -0.18694643676280973 0.77057313919067394 1.0926143527030947 -0.20231062918901441 -0.28935988247394556 0.056782552972435958 -0.55819430947303761 -0.52689170837402333 -0.027702061459422108 -0.16864021122455594 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0.0145363 0.00917092 0.00483683 0.00875204 0.0281293 0.0334461 0.000893724 0.0289379 -0.00207358 -0.0113193 -0.00018931 0.0165035 0.00610938 0.0224407 -0.00710341 internal_weight=21889.1 21336.9 19944.3 19734.2 9033.39 1392.62 10700.8 4377.09 8603.07 6405.37 4656.3 2097.76 3217.82 1159.28 2704.1 1912.03 2197.7 673.207 1952.2 719.41 493.226 578.819 94.3878 515.737 242.414 30.7673 226.185 273.324 181.991 185.726 internal_count=120000 96436 88197 83701 39253 8239 44448 19514 36360 27607 19739 8088 12896 6618 12225 7297 8753 2398 7514 5841 4429 1982 416 1708 784 146 1412 924 1215 791 is_linear=0 shrinkage=0.05 Tree=148 num_leaves=31 num_cat=0 split_feature=501 498 441 394 504 508 497 264 457 338 503 340 503 495 464 499 505 46 501 362 345 503 507 409 393 519 507 347 397 497 split_gain=277.701 183.889 129.148 90.7364 63.8748 63.6167 55.0727 54.5925 46.9882 45.0406 43.8662 45.5489 42.5765 34.2201 41.8869 31.889 28.9362 27.6518 26.8796 26.0142 24.0741 23.6871 23.6317 21.1921 20.5076 19.5976 18.5933 18.1427 22.1099 17.7006 threshold=-1.5247683525085447 0.41214108467102056 0.32593902945518499 0.22838640213012698 -0.61055871844291676 0.12781281024217608 1.4360503554344179 -0.30088678002357477 1.1696945428848269 0.21527752280235293 0.35781116783618933 -0.30180257558822626 -0.046882649883627885 -0.88694781064987172 -0.72776675224304188 0.43923038244247442 0.86440530419349682 -0.28112870454788202 0.22992813587188723 1.6545545458793642 0.33927385509014135 0.7855796515941621 -0.21724642813205716 -0.70133307576179493 -0.52129915356636036 -0.29190129041671747 0.82593858242034923 -0.13047134876251218 -1.612076938152313 0.48754040896892553 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 -5 10 8 17 12 15 18 21 25 26 -15 -6 -7 24 -4 -20 -11 -12 -13 -19 -2 -3 -14 28 -9 -10 right_child=1 6 5 4 9 16 -8 27 29 20 11 22 13 14 -16 -17 -18 23 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.03379392300179021 -0.0089621565026424942 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589.02827594801784 220.89861573465168 277.59682708419859 81.153136681765318 322.61203761398792 921.73423389717937 755.17583931237459 168.41708371415734 29.785732574760914 331.8019410725683 611.43571642041206 580.09621503390372 leaf_count=23564 6077 3504 1615 4297 1474 1417 204 137 4209 1665 1048 2350 2632 7856 18340 4857 2301 3879 2428 774 1159 453 1134 6418 4279 861 103 3890 4796 2279 internal_value=0.00057644 0.00160004 -0.00323142 -0.00719751 0.00063878 0.0051495 0.00656412 -0.0115868 0.00682999 0.00314533 0.0082952 0.0144741 0.00538364 0.00678641 0.0055786 -0.00198695 -0.0110574 -0.00846401 0.00149749 0.00688342 0.0132709 -0.00144484 0.0196975 -0.013313 -0.00406853 -0.0040286 0.0168971 -0.0219401 -0.0170443 0.0154702 internal_weight=19737.9 19167.3 9712.9 6593.35 2366.79 3119.56 9454.36 4226.56 9408.93 2165.54 2612.78 1368.24 8060.38 7015.38 6267.34 1436.84 506.775 3247.66 1244.54 809.927 728.696 337.815 1030.43 1543.52 1704.13 1045 748.042 978.899 647.097 1348.55 internal_count=120000 96436 56448 42928 13452 13520 39988 29476 39784 9155 9802 4985 33296 28931 26196 6331 3718 20653 4817 3202 2824 1501 3484 10297 10356 4365 2735 8823 4933 6488 is_linear=0 shrinkage=0.05 Tree=149 num_leaves=31 num_cat=0 split_feature=475 394 517 347 412 439 508 520 468 504 503 272 428 493 504 399 323 504 403 272 399 512 486 407 512 439 506 428 403 517 split_gain=648.914 306.023 269.845 163.709 135.807 152.153 102.609 76.687 68.6709 66.6195 49.9203 45.8538 44.2861 43.6044 42.3518 37.2618 37.1416 36.0382 33.2371 31.8818 29.4745 27.0635 26.9636 37.8424 26.2705 25.9433 25.9353 25.767 25.3344 24.0639 threshold=-0.15744177252054212 0.19218417257070544 0.53916627168655407 -0.5224449336528777 -0.70274966955184925 -0.24220450967550275 0.4835373610258103 -0.04303059168159961 -0.38845087587833399 0.52421543002128612 0.13814020901918414 0.25897379219532018 -0.85298961400985707 -0.16322396695613858 0.7500988543033601 -0.4925068318843841 0.29962794482707983 1.3043076992034914 0.15049201250076297 -0.68640008568763722 -0.5973076820373534 0.58336964249610912 0.34179751574993139 0.025311285629868511 0.57871651649475109 -0.86970496177673329 0.80330687761306774 -0.93308153748512257 -0.66879335045814503 0.5709761679172517 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 18 11 7 10 22 14 15 12 26 -1 -10 20 29 27 -7 -2 -15 -5 -8 -6 -24 -11 -13 -4 -9 -18 -3 right_child=1 9 4 8 5 17 21 16 13 24 -12 25 -14 19 -16 -17 28 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00029043946859912942 0.0056189388247825994 -0.01766498707665224 -0.02322514436576141 0.01308090727938181 0.024271511441091409 -0.021418367784343997 0.02847585629195263 0.0092633664186020474 -0.018721809296871717 0.033585608889566979 -0.030461542946851928 0.027380934896964988 -0.023258145640072631 0.0089041109847751571 0.033836035132248525 -0.024975689902272322 0.028384572750926779 0.026245169714113115 -0.019688331526631329 0.030952156247146326 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0.0121483 -0.0128591 0.0199132 -0.00426419 0.00151137 -0.0231858 0.00792895 0.0252979 -0.0128714 -0.0259008 -0.0184276 -0.0171695 0.0280938 0.000495768 -0.018812 0.00077435 -0.0186009 -0.005371 0.0291385 -0.0121233 0.00416494 0.0199269 0.00129843 0.0171852 0.00981301 -0.0218017 -0.0056151 0.0111491 0.000567548 internal_weight=11539.8 3937.59 7602.2 3005.16 4149.34 2947.25 3452.85 2234.54 2477.69 932.438 3141.23 1202.09 1078.36 2226.48 251.205 778.728 1400.14 712.706 527.469 2178.02 182.168 311.624 834.407 158.044 153.71 128.116 1073.98 866.224 533.914 187.738 internal_count=120000 49617 70383 37624 24163 16401 46220 10186 33155 11993 43479 7762 12880 30261 2894 10364 6330 6215 4469 29886 1868 2741 3856 702 1629 658 7104 3984 2346 1981 is_linear=0 shrinkage=0.05 Tree=150 num_leaves=31 num_cat=0 split_feature=501 281 361 307 514 437 506 457 504 416 385 424 505 522 502 497 272 175 272 350 411 330 501 515 458 275 503 484 501 501 split_gain=263.551 116.66 147.197 90.6166 72.4135 69.1178 51.8745 47.7221 44.0333 43.6309 39.5964 39.315 44.9945 35.0252 38.9696 33.7887 33.1073 31.2456 27.0849 25.9107 23.9884 22.6406 22.3603 24.1168 20.284 19.1877 18.7035 17.9434 16.0718 16.0553 threshold=-1.5247683525085447 -0.24602714926004407 -0.041412819176912301 -0.63922768831253041 0.73540532588958751 0.15926908701658252 0.24515973031520846 0.54951623082160961 0.12521624565124514 -0.48471115529537195 -0.54590335488319386 0.030745380558073524 0.17660018056631091 0.42723967134952551 0.98980855941772472 0.093232851475477233 0.66123175621032726 -0.6496937870979308 -0.13443286716938016 0.3472390770912171 -0.51190453767776478 -0.30380871891975397 0.12153398618102075 -0.70446652173995961 -0.51655328273773182 0.62248361110687267 0.62437909841537487 -1.0262750983238218 0.22992813587188723 0.41781352460384374 decision_type=2 2 2 2 2 2 2 2 2 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 6 7 15 10 16 -8 24 13 -12 -13 14 -2 -3 20 -11 -15 -4 -5 -19 -21 -24 -6 -17 -25 -10 -29 -7 right_child=1 2 19 4 9 29 8 -9 27 17 11 12 -14 18 -16 25 -18 21 -20 22 -22 -23 23 26 -26 -27 -28 28 -30 -31 leaf_value=-0.033439970279788435 -0.0029783994707654974 0.022643998186970573 0.011630385363108601 0.0065337087958339179 0.01580066246061879 0.019853725789899627 -0.014207845260138827 -0.011429759018464958 0.018771847033684914 -0.006073462906117065 0.012787887546009194 0.0097263332460185339 -0.0084307839566782096 0.012296688835821081 0.022325944010528332 0.0052190922399850577 -0.0095007182709098952 -0.011904812121080147 -0.0079009335270688458 -0.022916752026476462 -0.00070742393613396721 -0.028796736733724307 0.026302249532123317 -0.003616898037538117 -0.008440994995658228 -0.02467634940234174 0.013452023793855765 -0.018703040341946874 0.0015766697870879939 0.035742626802570919 leaf_weight=519.67844472452998 2280.0395026355982 283.96274749562144 532.90357389301062 2151.2805743999779 168.26866004243493 212.06770983710885 609.46553252637386 872.01171930134296 140.12652023136616 456.8960134126246 2750.8261415809393 864.18232153356075 563.44593626633286 1033.4594015404582 162.90731505304575 263.47797436639667 634.24454298429191 323.16437483765185 197.35371391475201 109.76943235844374 2439.6043755374849 519.78397778607905 85.010097455233335 1118.9400926493108 176.68146241083741 67.281703181564808 187.20777422934771 105.96961855329573 1237.4897748790681 661.62166336551309 leaf_count=23564 8432 1294 2560 8328 693 1271 2832 4890 531 2518 10848 3554 2828 3843 500 1280 2306 1929 760 448 10060 5216 574 4495 1068 423 861 669 5527 5898 internal_value=0.00173449 0.00259673 0.0109064 0.000941597 -0.00311429 0.0228545 0.00409942 -0.000601775 -0.00289318 -0.0124244 0.00596399 0.00929357 0.00255662 0.00217548 -0.00128809 0.00999511 0.00120451 -0.0166199 0.00905368 0.00215936 0.00268474 -0.0223289 -0.00120054 0.000510906 0.00337089 -0.000852617 -0.00116577 0.00175223 -2.05082e-05 0.0318944 internal_weight=21729.1 21209.4 3522.24 17687.2 7741.94 1488.41 9945.27 6097.14 2093.05 1644.79 7852.21 4178.45 1427.63 3673.76 2442.95 614.722 5225.13 1299.84 1230.81 2033.83 4590.88 842.948 1500.93 1391.16 344.95 330.76 1306.15 1483.59 1343.46 873.689 internal_count=120000 96436 19104 77332 37008 10166 40324 25584 9559 11424 30765 17230 6382 13535 8932 2997 20694 9663 4603 8938 18388 7145 6378 5930 1761 1703 5356 6727 6196 7169 is_linear=0 shrinkage=0.05 Tree=151 num_leaves=31 num_cat=0 split_feature=501 517 516 503 518 393 497 458 499 80 498 241 40 431 385 501 504 484 446 292 499 410 398 493 457 399 374 391 466 501 split_gain=260.26 237.573 77.4488 77.7201 60.3979 58.9324 52.5554 50.3739 48.2297 44.0342 42.6041 40.4239 39.8863 38.2787 26.3741 24.3557 24.3724 16.1321 15.2297 14.9576 14.2499 12.5598 11.5738 11.5483 13.2104 11.5264 15.2732 10.0932 16.4658 14.3839 threshold=-1.5247683525085447 0.99397027492523204 1.9316938519477846 -0.23157157748937604 -0.71007260680198658 -0.61953315138816822 1.2757804989814761 -0.53227862715721119 0.42719869315624243 -0.10380541160702704 -0.24093133211135861 -0.32733789086341852 -0.40718494355678553 0.46915858983993536 -0.590329349040985 0.31262405216693884 -0.45051781833171839 -1.0137752890586851 -0.74368607997894276 -0.57553252577781666 0.38517163693904882 -0.58697274327278126 1.4128196239471438 -0.16282025724649427 -0.92693284153938282 -1.0518964529037473 -0.33169072866439814 -0.73637980222702015 -0.61368659138679493 0.20096720010042193 decision_type=2 2 2 2 2 2 2 2 2 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 14 10 9 12 21 -8 13 17 -11 -7 -5 -2 -12 -17 25 -18 -9 -19 27 -21 24 -23 26 -3 29 -29 -6 right_child=1 4 -4 5 7 6 8 19 -10 11 15 -13 -14 -15 -16 16 18 20 -20 22 -22 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.033753558406185283 -0.021816369814491008 -0.0091597819782655195 -0.034092582904326235 0.0063063490235276427 0.061640802516077814 0.011189137975282749 0.016250880833502165 -0.016205643382218103 -0.031251831793653387 0.0022469887966430611 -0.015045481795921814 -0.012706378100004868 0.0043387381542622774 -0.0086834287108448847 -0.0039363261231027576 -0.022197024844611793 0.0011888235396308913 0.040569993026325732 0.021576764780376477 -0.028965071023360101 -0.015970653664884083 0.1135322628954631 0.004387864706709428 -0.011333785540563338 -0.00071855050074815321 -0.0071363278428934534 0.036982209463851688 0.0048446885372648114 0.053091857916739371 -0.012297652068487553 leaf_weight=536.91481015086174 283.54268149845302 30.965445473790169 131.7811163906008 3268.2701779287308 7.0089801326394072 5278.6637985873967 80.208303097635508 487.28372179344296 159.06477297283709 913.4399788081646 101.36689948663116 893.5473310071975 3561.8064738810062 489.36810844950378 759.74942748434842 47.220968816429377 130.84792003035545 11.225567452609537 309.54291709512472 668.31270175985992 567.93910513631999 3.8669387847185135 26.768898049369454 446.82969072088599 6.7457308135926706 140.91092153266072 41.951920583844185 74.78084409609437 23.191405339166522 85.931565357372165 leaf_count=23564 1245 249 2675 13057 58 22329 388 4373 965 4174 545 3845 13917 2023 3661 488 643 68 1308 9278 4215 28 309 3674 47 1106 347 591 165 665 internal_value=0.000573226 0.00154205 0.00405976 0.00438079 -0.0108534 0.00532036 0.00780354 -0.0168102 -0.0153071 0.00126761 -0.00295816 -0.00514491 0.00842977 0.00435268 -0.00880213 0.00722274 0.0118643 -0.0105261 0.0155321 -0.022953 -0.0148593 -0.0055985 -0.0276729 -0.0100973 0.0411155 0.00118881 0.0173331 0.0051545 0.0163589 -0.00660769 internal_weight=19569 19032.1 15819.4 15687.7 3212.69 14644.4 9079.74 1830.72 239.273 5564.63 1381.97 1806.99 8840.47 3757.64 1043.29 588.979 487.612 792.993 440.391 1182.37 579.165 648.355 695.082 457.442 10.6127 213.828 72.9174 190.913 97.9722 92.9405 internal_count=120000 96436 68279 65604 28157 60698 37599 19188 1353 23099 8969 8019 36246 15080 4906 2984 2439 5985 1951 13960 4283 5228 9587 3749 75 1702 596 1479 756 723 is_linear=0 shrinkage=0.05 Tree=152 num_leaves=31 num_cat=0 split_feature=499 499 516 498 466 497 433 516 511 505 499 497 359 516 496 503 514 516 392 486 495 418 265 491 465 468 402 395 508 484 split_gain=643.179 668.892 355.541 209.929 205.371 173.565 85.9716 67.0635 66.2807 61.8414 61.7126 60.4526 60.012 56.693 47.1739 33.4219 30.6943 32.3253 26.2211 34.1574 25.2562 24.5427 22.6245 23.5859 22.0885 21.3437 19.7463 17.207 16.215 15.9432 threshold=0.29076987504959112 0.44043914973735815 -0.25371871888637537 0.771183341741562 -0.69160887598991383 0.43532373011112219 -0.50954437255859364 0.41009381413459783 1.296311140060425 -0.88868007063865651 0.40520316362380987 0.289067953824997 -0.41878511011600489 0.27931042015552526 -0.10961867496371268 -0.0074631276074796906 1.088576674461365 0.92148381471633922 -0.81241735816001881 -1.0432699322700498 -0.46573817729949946 -0.24654312431812284 0.66150864958763134 -0.83462989330291737 0.94064888358116161 -0.3916968554258346 -0.88077479600906361 1.6432158350944521 1.9400800466537478 -1.1575275063514707 decision_type=2 2 2 2 2 2 2 2 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 10 5 4 7 8 13 15 9 24 16 -8 18 -6 20 -4 17 -2 19 -7 27 -10 23 -14 -3 -11 -1 -5 -12 -9 right_child=1 2 3 14 6 12 11 29 21 25 28 -13 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.026963741084911466 -0.02213010578764682 -0.0015348910050066145 0.0054541364496254602 -0.022965656260690047 -0.0017148113274800441 -0.031019056645931076 0.014699297981309048 -0.02466951297488517 -0.031583683783639412 -0.033009654690184312 -0.034447825517884105 0.030767208916690443 0.0013292911653894502 0.025095094399869351 -0.032952049017430256 -0.019743952991379637 0.031873409422370866 0.032837071159770879 -0.015898453744948096 0.036557693558662084 0.012664399159852549 0.020976053852795194 -0.013515296686052752 0.036521681625851614 0.052905831135109674 -0.0220480349509635 0.034166339643188208 0.048955592960684996 0.031151922194577675 0.023416059624163939 leaf_weight=13.223525963723658 245.58470098115504 113.35067021660507 161.86828418448567 137.51877554878592 840.13734855875373 26.771415866911411 1393.2524690125138 19.084467437118292 27.563814349472523 911.11599157191813 2098.7852639593184 1012.3891284912825 62.510077444836497 257.44963301718235 347.4579163454473 695.949040081352 37.701837614178658 29.858257111161947 245.90483020618558 61.073181621730328 115.2185191437602 111.69476420246065 36.61838198825717 203.81766942329705 22.16010445728898 877.37581771798432 1015.0057624131441 8.7180317863821966 9.3097509332001191 163.70380689576268 leaf_count=71 2449 796 889 1176 4268 312 9861 102 273 13593 30378 7334 300 1497 5271 4848 238 280 1792 252 825 773 411 1153 114 8947 20330 47 110 1310 internal_value=-0.0043276 -0.00810147 -0.00101652 0.00668408 0.0103794 -0.0157143 0.0161732 -0.00912073 -0.0227569 -0.0251686 -0.0310767 0.0214644 0.00709978 0.00457087 -0.0208799 -0.0149832 -0.0103383 -0.0161437 -0.00751318 0.0158944 -0.00481112 0.0105217 0.0232123 0.028284 0.00736339 -0.0276366 0.0333728 -0.0186133 -0.0341543 0.0183575 internal_weight=11302.2 10273.9 7852.7 5152.75 4543.83 2699.96 3503.23 1040.61 2063.26 1924 2421.24 2405.64 636.696 1097.59 608.913 857.817 313.145 275.443 333.749 87.8446 261.455 139.259 302.946 266.328 135.511 1788.49 1028.23 146.237 2108.1 182.788 internal_count=120000 99599 66144 37428 30109 28716 22960 7149 24496 23450 33455 17195 4220 5765 7319 5737 2967 2729 2356 564 2048 1046 1864 1453 910 22540 20401 1223 30488 1412 is_linear=0 shrinkage=0.05 Tree=153 num_leaves=31 num_cat=0 split_feature=501 281 350 475 506 504 437 511 433 516 335 522 506 516 323 505 304 270 296 428 473 404 503 262 444 501 516 306 203 481 split_gain=246.28 109.451 149.845 107.194 59.5523 70.7338 54.5849 52.0669 43.2867 42.2222 35.9209 32.288 36.4921 31.0975 28.35 24.1535 23.2889 22.0848 22.8229 19.9226 19.4995 19.4992 18.5821 18.3634 17.9018 17.3341 24.8396 16.6642 15.958 15.3277 threshold=-1.5247683525085447 -0.12260430678725241 0.3472390770912171 -0.15744177252054212 0.0081662526354193705 0.017259511165320877 -0.18228596448898313 1.2392336130142214 -0.50111180543899525 0.050251483917236335 0.47335995733737951 0.43839341402053839 -0.3418456614017486 1.9316938519477846 0.15775208175182345 0.74108535051345836 0.2535568922758103 -0.2356557101011276 -0.37653554975986475 -0.39529491961002344 0.11554669961333276 0.5964457392692567 0.84910458326339733 0.17078834772109988 0.094777408987283721 0.13115307688713077 -0.48459707200527186 -0.56099188327789296 -0.037140205502510064 1.1293891668319704 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 6 4 8 29 -3 9 11 17 13 12 -2 -7 23 25 -16 -5 -19 22 -13 -17 -8 -10 -11 -4 -27 -9 -12 -6 right_child=1 2 15 7 5 10 19 27 14 24 28 20 -14 -15 16 21 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.033382877959007094 0.0096364499397782535 0.0079617268216403327 -0.021835081004931253 0.0039541388694679684 -0.012266519448838104 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32.659255519509315 377.67493090778589 116.2608016692102 98.070670139044523 1126.2430822215974 281.14680755138397 344.75356838479638 5.9468724876642218 leaf_count=23564 9654 1753 328 4173 5752 11448 502 466 12509 4776 1902 3955 4713 1282 5382 838 1969 2407 2642 6938 598 195 143 1516 690 647 4543 3289 1406 20 internal_value=0.00172151 0.00253512 0.011719 0.001121 0.00287224 -0.00165722 0.0241278 -0.00725881 0.00504784 -0.00491783 0.00187115 0.00842397 0.00617702 0.00428302 0.00190551 0.000977595 -0.00332172 -0.00144239 -0.00628092 0.0306101 0.015738 0.0178037 0.0130136 0.00446996 -0.0158249 -0.00139993 0.00020194 -0.0248969 -0.00835083 -0.0118804 internal_weight=21562.1 21074 2811.39 18262.6 15106.3 4900.82 1304.18 3156.3 10205.4 2786.84 3643.07 4918.86 3763.53 2948.03 5286.58 1507.21 1739.31 2113.85 1115.03 930.62 1155.34 186.781 138.106 3547.28 672.987 1320.43 1224.31 369.466 695.04 1257.75 internal_count=120000 96436 15887 80549 62106 21810 9336 18443 40296 14688 16038 18920 14367 12730 21376 6551 7351 9222 5049 7583 4553 1033 645 14025 5466 5518 5190 3755 3308 5772 is_linear=0 shrinkage=0.05 Tree=154 num_leaves=31 num_cat=0 split_feature=501 517 498 452 431 508 506 484 496 98 335 519 444 503 509 504 506 293 499 508 66 439 501 513 506 498 512 498 0 499 split_gain=243.454 218.68 76.6851 70.7761 61.6444 75.5958 65.4911 50.5551 49.6584 41.338 38.5795 36.0791 35.8834 35.5431 35.2425 29.3558 28.4088 28.3977 26.7438 25.8558 23.8675 23.4465 22.982 22.0172 20.6124 20.249 18.9474 18.1934 18.1871 16.697 threshold=-1.5247683525085447 0.47816623747348791 0.43064637482166296 0.95673474669456493 0.7648853361606599 -0.023772425018250939 -0.054956922307610505 -1.0137752890586851 -0.13445588201284406 -0.29250562191009516 0.59897780418396007 1.1837454438209536 0.16605743765830996 -0.22395393997430799 -0.51641160249710072 -0.52550905942916859 -0.39992989599704737 -0.51367989182472218 0.42791941761970526 -0.21772625297307965 -0.35428529977798456 0.19493823498487475 0.78033095598220836 0.58477258682250988 0.097205419093370451 0.89515820145607006 0.093509543687105193 -1.0532517433166502 -0.47164860367774958 0.43761233985424047 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 7 4 5 6 13 -3 -4 15 17 14 25 -2 -7 -5 26 29 -10 -8 -17 -12 24 -18 -20 -11 28 -22 -6 -9 right_child=1 2 8 9 16 11 19 10 18 12 21 -13 -14 -15 -16 20 23 -19 22 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033714152282704829 -0.00669389342573654 -0.00066834975277634576 -0.013599210727746759 -0.020986751320106981 0.012809899713064439 -0.011361548284312298 0.024108005390535998 -0.0028200299089551199 -0.034275467838453429 -0.021916227587663387 -0.0077593129834145728 -0.027408676599425981 -0.00054884340149657202 0.0077569920512269635 0.0037719115512621221 -0.0036963032153300803 0.012627760384728274 -0.024913026477221156 -0.0003586429839779595 0.012757259543850591 0.026104576895497746 0.025302683006839705 0.029045855809437651 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0.00929538 -0.0122436 0.00272102 -0.00409411 -0.0156225 -0.000463602 -0.0112971 0.00671928 0.000833026 0.00281051 -0.00473631 -0.0176368 0.00925808 0.016685 0.00572186 0.00349543 0.011108 0.00439041 0.00707759 -0.0195137 -0.0110494 0.0124213 0.000596422 -0.0133141 internal_weight=19395.3 18891 4397.08 14493.9 12417 11185.1 8607.38 3233.44 1163.64 2076.94 2502.47 2577.7 1016.83 6383.06 2459.27 1060.11 1231.88 2264.18 831.094 2224.32 944.809 238.288 797.4 503.384 651.448 575.974 728.495 552.381 235.521 1420.97 internal_count=120000 96436 36031 60405 51098 45855 34684 30472 5559 9307 24552 11171 4507 24953 9778 4800 5243 23125 3558 9731 3316 1427 3348 1965 2555 2678 3278 1956 1311 11010 is_linear=0 shrinkage=0.05 Tree=155 num_leaves=31 num_cat=0 split_feature=499 499 517 284 463 516 516 450 422 505 512 516 499 506 497 503 516 508 514 516 502 323 422 328 385 387 466 492 402 505 split_gain=600.51 642.701 336.567 215.847 132.646 113.38 102.421 86.3343 76.876 71.389 69.0537 62.615 60.2204 46.2426 45.1267 45.039 44.268 36.0778 28.661 30.3247 27.3709 26.9169 26.5345 25.7198 23.0522 21.0305 20.9664 19.6459 19.0073 16.4717 threshold=0.29076987504959112 0.44043914973735815 0.12387203797698022 -0.66206431388854969 -0.16149094700813291 0.33746629953384405 -0.16553859412670133 -0.68411552906036366 0.1082093194127083 -0.54120004177093495 0.6788156032562257 0.07637717574834825 0.40520316362380987 -0.43652927875518793 1.0546644926071169 -0.16543094068765637 0.1546118035912514 0.26144255697727209 1.088576674461365 0.92148381471633922 0.5953948199748994 -0.37916000187396998 -0.39249229431152338 -0.5754491090774535 -0.34414355456829065 0.13817395269870761 -0.78710108995437611 -0.42340521514415735 -0.88077479600906361 -0.0046870883088558904 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 12 5 8 6 9 15 11 16 13 -8 -6 18 27 20 -5 -4 29 19 -2 -11 -10 -9 -23 -15 -16 -18 -3 -1 -7 right_child=1 2 3 4 7 17 10 22 21 14 -12 -13 -14 24 25 -17 26 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.02638041444984314 -0.021701303616316114 -0.027227552461003848 -0.024515888553722665 0.0063086346717866545 -0.002169740584994462 0.021402593161748317 0.029300398209959513 0.012727057171825798 -0.010300300993107706 -0.030418340993846618 -0.00055482229237264992 0.029340441841791926 -0.034007744252739357 0.036180207803567802 0.05085442526679082 -0.02621845443907694 -0.028798196147309975 0.022169169475461444 0.030970167644447089 0.03244795077095642 -0.017946932213887292 0.0021625975369461612 0.030091576518520124 0.027642254291335957 -0.002309343026537662 -0.031829914919886564 0.010924251709153057 0.015648648272854719 0.033988266689640383 -0.022395704029580028 leaf_weight=13.055986829102038 240.81174129061401 120.98403819650412 710.79629928432405 148.53036383725703 563.99675652198493 28.02813420817256 324.70960985869169 268.00594293326139 229.58149749599397 1051.6441480331123 478.95165792480111 218.59387183561921 2039.4065905045718 95.213295863941312 28.872594781219959 373.02405286952853 42.263745374977589 227.66510245203972 36.972002919763327 28.806687399744987 762.21538480371237 293.67537997290492 1262.3248552698642 149.73480430990458 65.314730383455753 10.313454896211622 153.49063257500529 34.049465598538518 959.01741063222289 89.573709983378649 leaf_count=71 2449 1602 6080 702 2611 154 1995 1787 1408 16963 2002 1563 30488 529 174 3454 294 2043 238 280 8236 1404 9549 784 528 163 900 310 20330 909 internal_value=-0.00435781 -0.00797848 -0.0010222 0.00621822 0.0129195 -0.0160517 0.000302706 0.020146 -0.00921353 -0.0202893 0.0115037 0.00662795 -0.0309007 0.00167889 -0.024033 -0.0169462 -0.0187177 0.0105484 -0.0102123 -0.0158874 -0.0251817 0.00358243 0.0270548 0.0107824 0.020497 0.0289397 0.00231224 -0.0177746 0.0331697 -0.0119054 internal_weight=11049.6 10077.6 7731.55 5217.68 3638.14 2513.87 1325.22 2312.92 1579.54 2168.61 803.661 782.591 2346 315.562 1853.05 521.554 906.551 345.267 306.59 269.618 1813.86 672.992 1530.33 443.41 160.528 39.186 195.754 155.034 972.073 117.602 internal_count=120000 99599 66144 34533 23663 31611 8153 15510 10870 28505 3997 4174 33455 2969 25536 4156 7274 3106 2967 2729 25199 3596 11336 2188 1057 337 1194 1912 20401 1063 is_linear=0 shrinkage=0.05 Tree=156 num_leaves=31 num_cat=0 split_feature=501 281 361 475 437 466 460 511 387 513 506 516 497 370 291 431 479 468 403 422 121 497 492 203 444 501 424 501 295 364 split_gain=230.053 101.206 133.062 102.582 64.3784 54.5104 49.7271 47.8153 43.3577 41.3256 71.1085 33.9393 30.6866 29.4447 26.4479 25.508 24.8361 23.9432 23.7415 23.227 20.5778 20.253 19.5147 18.4061 17.7389 17.1615 19.4698 16.228 17.0131 16.0002 threshold=-1.5247683525085447 -0.24602714926004407 -0.041412819176912301 -0.15744177252054212 0.15926908701658252 -0.092052239924669252 0.12230336293578149 1.2392336130142214 0.066692028194665923 0.71905434131622326 -0.3122336864471435 0.050251483917236335 -0.018737546168267723 0.0092941559851169604 0.75485631823539745 2.6046372652053837 -0.08650889620184897 -0.26261578500270838 1.0267735719680788 2.2365338802337651 -0.11380697786808013 -0.5636705458164214 -0.42471504211425776 -0.0041016531176865092 0.094777408987283721 0.12153398618102075 1.1334744095802309 0.41781352460384374 -0.12731945514678952 0.46688593924045568 decision_type=2 2 2 2 2 2 2 2 2 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 5 12 6 9 11 -8 10 -2 16 -3 -11 15 21 -5 -14 -18 20 25 -7 -22 -17 -13 -4 -27 28 29 -6 right_child=1 2 19 7 27 14 8 -9 -10 13 -12 24 17 -15 -16 23 18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.033325894043800319 0.0054453889341050674 0.023357845571984705 -0.016722546994468127 0.002004764249022674 0.029903720293950276 0.0049582534376796834 0.013389174175016158 -0.025217297423283325 -0.002037351557657799 0.0026277153957208858 -0.0052599459614598209 -0.019216424528279652 0.0090199805721751358 0.013162798539110138 0.0080380886999157162 -0.0081247002720270939 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2484 639 332 763 913 8759 1086 268 640 2739 2926 5898 213 32 internal_value=0.00170521 0.00247278 0.0103036 0.00092917 0.0219501 0.0026399 0.00419325 -0.0076431 0.0101092 0.00237906 0.000141569 -0.00530174 0.00953376 0.00758661 -0.00337691 -0.00531366 -0.00202274 0.000344485 -0.00997133 0.00201383 0.00366585 -0.00645651 0.0132846 0.0165159 -0.0153908 0.00075556 0.00249511 0.031009 0.0187719 0.0265047 internal_weight=21394.4 20935.9 3446.72 17489.2 1432.88 14580.2 11589.1 2909.05 2719.11 8869.98 6204.99 2567.42 604.747 2664.99 2991.08 2557.62 1938.13 363.549 652.15 2013.84 1840.18 2430.67 426.962 126.954 629.289 1413.22 1285.64 828.13 205.838 159.673 internal_count=120000 96436 19104 77332 10166 60056 47881 17276 10902 36979 25792 13646 2997 11187 12175 10310 8460 1898 2816 8938 8175 9863 1999 447 5186 6176 5665 7169 1271 1058 is_linear=0 shrinkage=0.05 Tree=157 num_leaves=31 num_cat=0 split_feature=505 517 272 507 506 431 347 505 498 499 452 86 464 414 484 385 347 423 457 395 0 162 281 408 504 507 444 393 398 213 split_gain=219.029 199.82 82.714 70.1118 64.1186 66.6414 58.6725 55.2233 45.1827 42.3309 39.8794 38.9761 35.4314 33.383 31.9112 28.9056 28.4502 28.07 27.8737 27.4519 27.4182 26.5941 22.3607 21.1244 20.9916 17.8333 17.2669 17.102 16.679 16.6067 threshold=-0.73250573873519886 0.47816623747348791 -0.6659746766090392 0.43309569358825689 -0.054956922307610505 0.6427353322505952 -0.40312395989894861 0.39049696922302252 -0.14521797746419904 0.40857876837253576 0.95673474669456493 -0.21703010797500608 -0.32771515846252436 0.95987513661384594 -1.0137752890586851 -0.89265498518943776 -0.16332581639289853 -0.40608675777912134 0.51647350192070018 -0.37778246402740473 -0.54798471927642811 -0.15120176970958707 -0.35478159785270685 0.097486000508070006 0.057581359520554549 -0.55444315075874318 2.4961616992950444 -0.18995996564626691 1.567438066005707 -0.50819110870361317 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 3 8 4 5 10 13 11 14 -1 15 23 24 27 -3 -2 29 -12 -10 21 -13 -7 -9 -5 -6 -11 -8 28 -4 -14 right_child=1 2 6 7 12 19 26 22 18 25 17 20 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.032941640352124463 0.012793983490285477 0.0050453715579236802 -0.014411197877276492 -0.0016317861721945898 0.021832276557194233 0.0086973863201143722 -0.025287926996920534 -0.011029953136613053 0.0018845731917065556 -0.004093668468579191 0.0032446370028114783 0.034362026189193491 0.016695425230543647 0.022249371839132281 -0.012754675999497856 0.0050396602957173235 -0.0060829278717373404 -0.014900519063571822 0.021061901690763305 -0.01370403287235367 -0.014873432296821129 -0.020727962873558138 -0.034223260190479936 0.012011678147966746 0.010970225288520138 -0.019432432393268206 0.031553308109581034 0.0037160483107612167 0.02570646261681362 0.0057292290227684379 leaf_weight=417.57174582034349 1650.8542319238186 360.63576098158956 761.61950892582536 485.79730916023254 975.93124100379646 349.39162187092006 897.09674772061408 491.81126744300127 670.13963120616972 319.21158247254789 515.30549835599959 30.304795749485493 564.09028769284487 88.37188239581883 831.27147384174168 4434.6687305085361 339.80031928047538 362.96974903345108 264.47032708115876 681.58710518479347 395.51597845181823 98.265322584658861 132.2072672508657 679.8807174526155 822.78124254755676 469.85540072061121 13.403676651418207 187.99330256506801 26.645061485469341 895.5373006965965 leaf_count=19175 5785 2810 6271 1810 4731 1377 14819 3170 3452 1875 2039 120 2172 574 6428 17891 1284 2373 1362 3188 1364 429 966 3002 3665 2871 49 1544 171 3233 internal_value=0.000560656 0.00194278 -0.00775471 0.00480335 0.00634897 0.003879 -0.015122 -0.00335045 -0.000909124 -0.0200609 0.00570649 0.00158987 0.0119028 -0.00714488 -0.00736474 0.00714422 0.00693689 -0.00424946 0.00731828 -0.0073858 -0.0113505 0.00222386 -0.0159565 0.00632181 0.0168673 -0.0132349 -0.0244423 -0.0098128 -0.0130457 0.00997152 internal_weight=19215 18008.3 4101.65 13906.7 11691.2 8093.04 1975.13 2215.52 2126.52 1206.64 6963.8 1591.5 3598.14 1064.63 1191.91 6085.52 1799.43 878.275 934.61 1129.24 425.821 447.657 624.019 1165.68 1798.71 789.067 910.5 976.258 788.265 1459.63 internal_count=120000 96079 37480 58599 48167 33082 23428 10432 14052 23921 28088 6296 15085 8560 9238 23676 6689 4412 4814 4994 1484 1806 4136 4812 8396 4746 14868 7986 6442 5405 is_linear=0 shrinkage=0.05 Tree=158 num_leaves=31 num_cat=0 split_feature=501 517 499 499 284 516 501 466 511 516 505 501 422 516 413 516 515 501 412 501 402 468 515 412 413 315 509 501 507 323 split_gain=591.198 455.979 220.637 216.425 184.551 135.842 130.49 100.962 66.4992 64.9607 64.0664 60.0122 54.2421 49.2642 39.2614 31.572 31.3602 31.2127 29.5183 29.1762 29.0166 26.9262 25.8218 25.3639 23.8047 21.9105 22.8666 20.223 19.9636 18.196 threshold=-1.5247683525085447 0.17753145098686221 0.44043914973735815 0.38517163693904882 -0.69920870661735524 0.41009381413459783 0.63296711444854747 -0.72592908143997181 1.3795545101165774 -0.021773086860775944 -0.39659406244754786 0.58057379722595226 0.16381800919771197 -0.24505014717578885 -0.62070816755294789 0.31606994569301611 -0.094022724777460084 0.2932653427124024 -0.70274966955184925 0.38224689662456518 -0.86437827348709095 0.010714336298406126 3.4951291084289555 -0.67345273494720448 -0.7262764275074004 1.4757175445556643 -1.0048765540122984 -0.18781983852386472 0.08504576608538629 -0.17967098206281659 decision_type=2 2 2 2 2 2 2 2 2 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 20 12 10 7 18 14 -9 13 -7 15 21 -8 -4 -15 25 -6 23 -3 27 -13 -14 -18 28 -27 -2 -12 -21 right_child=1 2 4 -5 6 11 8 9 -10 -11 17 22 19 16 -16 -17 24 -19 -20 29 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.033976328894052131 0.058081274345322786 -0.03120181646958305 -0.022893279803201612 -0.03183693271304245 -0.026223956680412719 0.019647684998655088 -0.0013074027865097552 0.01227532580635772 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18.435784639790654 327.32562159560621 184.48244039714336 180.18227391690016 leaf_count=23564 41 163 5946 8682 1006 2097 1033 7542 709 6138 6055 1473 338 33 3244 512 650 37153 1071 961 1751 1055 126 581 768 21 202 4754 1479 852 internal_value=-0.00437408 -0.00794125 0.000599078 -0.0195195 0.00512757 -0.0214426 0.0109762 0.01519 -0.0104225 0.018608 -0.024641 0.00626893 -0.0108318 -0.0105018 -0.0174004 -0.0192128 0.010628 -0.027944 -0.00923509 0.00136738 0.0199621 -0.0194535 -0.0220245 0.0155391 0.00617615 -0.0191305 0.0305317 -0.0268192 -0.0206187 -0.00816432 internal_weight=10804.5 9885.25 6054.92 1112.23 4942.69 3830.33 3617.37 3022.46 594.909 2651.62 3434.16 396.166 1325.32 650.693 506.78 785.809 193.463 2783.47 370.838 539.512 264.369 457.23 127.047 217.136 184.658 740.894 21.4008 334.068 719.494 322.376 internal_count=120000 96436 40529 10596 29933 55907 20743 15757 4986 13680 52211 3696 9190 7301 4277 6458 1451 44910 2077 2732 1914 5850 1599 919 1418 7757 223 4795 7534 1813 is_linear=0 shrinkage=0.05 Tree=159 num_leaves=31 num_cat=0 split_feature=501 281 350 475 506 513 506 508 437 511 515 507 516 512 352 503 501 130 404 501 451 424 516 498 306 498 496 285 293 503 split_gain=214.449 93.4689 135.011 90.1754 51.3684 51.4464 58.9689 64.5307 51.1755 47.1755 43.8041 38.6849 36.1828 30.819 28.2415 21.3719 19.5291 21.6924 18.3989 18.3354 18.2416 23.285 17.7081 17.2776 16.689 16.3442 15.4588 15.2942 14.8052 14.1731 threshold=-1.5247683525085447 -0.12260430678725241 0.3472390770912171 -0.15744177252054212 0.6671549677848817 0.71905434131622326 -0.25691410899162287 -0.20339616388082501 -0.18228596448898313 1.2392336130142214 -0.025647774338722226 0.2724930495023728 0.050251483917236335 0.97676432132720958 1.2128991484642031 0.69661819934844982 0.43785788118839269 -0.19949071854352948 0.5964457392692567 -0.34109763801097864 0.013360086828470232 -0.53212511539459217 -0.48459707200527186 0.63860589265823375 -0.56099188327789296 -1.0726663470268247 0.2885527908802033 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0.018255 0.0172732 -0.00132614 -0.00125713 -0.00438353 -0.000485253 -0.0108062 -0.0239733 0.00571055 -0.00367114 -0.014759 0.00745073 0.00723786 internal_weight=21241 20811.3 2747.86 18063.4 14969.9 13635.5 10118.9 4192.31 1253.67 3093.54 5926.64 3516.54 2744.23 1334.4 2117.45 1494.18 884.296 266.068 174.793 1319.39 2093.57 1445.66 1293.41 1027.36 349.309 647.913 465.758 650.664 369.377 307.031 internal_count=120000 96436 15887 80549 62106 55103 41047 17472 9336 18443 23575 14056 14688 7003 8721 6551 7583 1615 997 5554 9222 6363 5472 5814 3755 2859 2778 5466 1753 1189 is_linear=0 shrinkage=0.05 Tree=160 num_leaves=31 num_cat=0 split_feature=501 517 507 506 501 431 505 518 450 503 481 501 517 495 511 424 243 516 512 512 424 505 500 501 460 497 501 460 394 437 split_gain=213.259 183.741 67.8511 91.9392 72.4162 60.1706 53.2801 52.3901 49.546 42.746 38.8408 37.8307 36.7423 35.8344 29.9779 28.2079 26.0961 24.5856 24.5096 21.9338 21.3865 21.358 20.943 20.563 18.3396 17.6613 17.2758 16.3369 15.9265 18.8259 threshold=-1.5247683525085447 0.99397027492523204 0.15628675371408465 -0.054956922307610505 0.39676289260387426 0.6427353322505952 0.39049696922302252 -0.71007260680198658 -0.69033080339431752 -0.015627991408109661 -0.58822530508041371 0.61608353257179271 1.8607211709022524 0.8437161147594453 0.73093506693840038 1.2144225835800173 -0.40075051784515375 -0.031592320650815957 0.093509543687105193 1.0213394761085512 -0.36882910132408137 -0.7988796830177306 0.42698688805103308 0.017683355137705806 -0.88384541869163502 0.23530638217926028 0.24910888820886615 0.091265793889760985 0.63424530625343334 0.029872808605432514 decision_type=2 2 2 2 2 2 2 2 2 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 17 9 14 12 27 26 -11 21 22 20 16 18 -6 24 -7 -13 -8 -5 -3 -23 -4 -21 -2 -9 -10 -30 right_child=1 7 4 11 6 15 13 8 28 10 -12 19 -14 -15 -16 -17 -18 -19 -20 25 -22 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.033640870556482322 -0.01339318821743728 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626.65119962953031 50.906891509890556 341.24160980805755 107.19354359060526 373.14145953021944 1488.2102443538606 485.15939364209771 8.9617281109094602 797.91153617948294 347.62457435764372 84.581159479916096 67.163030305877328 leaf_count=23564 1543 1402 307 123 5066 1818 953 4201 10383 5435 21378 6179 4617 1114 478 1912 2701 3770 2470 190 1433 416 2950 5527 1680 39 3747 2958 582 1064 internal_value=0.000547301 0.00136626 0.00357566 0.00545704 -0.00222847 0.00289954 0.00214186 -0.00981092 -0.0155583 0.00464545 0.00626199 0.013121 -0.00238234 -0.00913019 0.00649788 -0.00689597 0.00799704 -0.0131215 -0.0116715 0.0194531 -0.00297357 0.00802319 0.0055733 0.00882351 -0.00608794 -0.0100401 -0.00420776 -0.00640129 -0.0233858 -0.00850791 internal_weight=19047.4 18602.1 15532.3 11730.7 3801.58 8796.19 2712.81 3069.78 1730.29 7466.04 6313.78 2934.54 1339.49 755.792 1957.02 1330.15 1848.83 1088.77 930.194 1308.26 573.188 1626.28 696.147 1595.4 581.328 59.8686 1152.26 797.801 932.49 151.744 internal_count=120000 96436 68279 50777 17502 38303 11745 28157 19188 32103 26813 12474 8969 3500 8245 6200 7767 5757 4288 6408 2386 6066 4352 5943 1987 229 5290 7159 12029 1646 is_linear=0 shrinkage=0.05 Tree=161 num_leaves=31 num_cat=0 split_feature=501 499 501 499 516 413 484 264 496 512 516 439 458 400 514 433 515 484 412 500 499 395 496 422 516 457 419 395 428 418 split_gain=551.53 425.322 273.361 267.369 199.595 168.858 117 106.686 97.4095 87.4743 77.1629 65.9321 51.5343 44.7978 42.0776 40.8102 36.548 36.3318 30.9729 29.2046 28.3893 27.9327 25.2604 23.7676 22.3939 20.3111 17.0457 17.851 15.2329 11.7582 threshold=-1.5247683525085447 0.44043914973735815 0.48275098204612737 0.35267814993858343 -0.25371871888637537 -0.57198646664619435 -1.2008826732635496 -0.46464976668357844 0.41273882985115057 0.47727812826633459 0.1047094687819481 -0.26097010076045984 -0.53963136672973622 -0.25135527551174158 0.73540532588958751 -0.50644049048423756 3.4951291084289555 -0.79919138550758351 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51.1789 72.1403 52.0867 43.8102 39.47 36.8141 35.4682 34.6818 31.8451 28.395 27.1273 22.7903 21.9442 20.3656 17.7647 20.1242 15.8408 14.2472 13.9646 13.2584 12.6704 10.9206 10.9169 10.7692 10.1992 threshold=-1.5247683525085447 -0.662746101617813 0.51895636320114147 1.6102288365364077 -0.49601840972900385 0.4585623592138291 0.72277274727821361 -0.71394768357276905 2.7018429040908818 -0.049994846805930131 -0.010801008902490137 -0.56168144941329945 0.94845706224441539 0.025343008339405063 -0.21878690272569654 0.092432059347629561 0.92678707838058483 0.17632527649402621 0.7726230025291444 -0.25100246071815485 0.38227561116218572 -0.22238247841596601 -0.34272822737693781 -0.80656978487968434 0.99751344323158275 -0.068233884871005998 -0.034853657707571976 -0.37842439115047449 0.031083549372851852 -0.2859503030776977 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 9 3 5 16 7 10 12 -9 25 -7 15 -3 23 26 17 19 -6 -17 20 -4 -16 -8 28 -15 -2 -13 -11 -5 -21 right_child=1 2 4 13 11 6 22 8 -10 27 -12 14 -14 24 21 18 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033207570425804654 -0.0053992534512576412 -0.00060603918273619169 -0.0010409352099648936 -0.0042176112700051281 -0.0019555161929029614 0.0094096362337770766 -0.0018794077902570901 0.0070362959987769428 -0.032345639927054214 -0.041889630050164016 -0.0046262925654995323 -0.0027963736326723273 0.075446315805823561 0.034229535099861423 -0.0068797417430521805 0.002633030282811419 -0.016495849378462768 -0.013817421383252799 0.030058162035212756 0.0033709812207423809 0.015493759239877232 -0.020995453855274772 -0.025381032625959584 0.013340991515898518 -0.014949687245284613 0.026986109494108925 0.052031227933839234 0.030209886557422985 -0.062401297759200405 0.022624408788756767 leaf_weight=402.81526325829327 141.99295424297452 4054.4079206176102 638.33835650980473 42.769589088857174 1154.6895432043821 730.02787640504539 78.023234009742737 7616.234743848443 71.138875422999263 5.1745182126760474 1296.8485882468522 413.64658187329769 14.945556376129387 270.32719187438488 276.86940306797624 679.88283991254866 108.19059466570616 589.57082865573466 75.169076109305024 96.89554843865335 258.18304453976452 716.41207797639072 385.37810031697154 228.04518773406744 14.23685949295759 38.231708377599716 9.1805221661925298 428.05538130179048 9.7419814467430097 242.92138015851378 leaf_count=23564 747 16226 2331 134 4974 2834 487 31464 2065 20 5036 1761 65 1676 1697 3222 650 2902 287 360 1047 4957 2758 818 52 261 31 6572 29 973 internal_value=0.00166754 0.00234707 0.0017721 0.00352243 -0.00315589 0.00286998 -0.0036402 0.0042494 0.00667079 0.0211486 0.00042683 -0.00612464 -0.000323645 0.0199586 -0.0124474 -0.00253983 0.00548556 -0.00596834 0.00537358 0.00741435 0.0037164 -0.0170669 -0.0214361 0.00797673 0.0317471 0.0014542 -0.0015821 0.0293277 -0.015205 0.0171518 internal_weight=21088.3 20685.5 20072.1 14812.1 5259.95 14247 2490.28 11756.7 7687.37 613.455 2026.88 3915.42 4069.35 565.121 1416.11 2499.31 1344.53 1744.26 755.052 1236.34 896.521 993.281 463.401 280.557 284.564 180.225 422.827 433.23 52.5116 339.817 internal_count=120000 96436 88836 63644 25192 60935 11115 49820 33529 7600 7870 19831 16291 2709 8446 11385 5361 7876 3509 4711 3378 6654 3245 981 1728 1008 1792 6592 163 1333 is_linear=0 shrinkage=0.05 Tree=163 num_leaves=31 num_cat=0 split_feature=501 517 513 505 452 264 512 501 504 385 497 475 461 385 501 502 264 444 457 510 505 516 398 501 414 504 414 498 286 391 split_gain=199.081 169.232 65.3071 58.4213 51.7905 50.2171 47.3376 46.5506 46.0011 40.894 36.1785 34.2735 33.4501 31.292 27.3128 25.6291 24.8257 24.0011 19.4029 18.052 17.1825 17.029 16.3521 15.8532 16.1177 15.5749 20.3114 17.3034 16.8387 14.3038 threshold=-1.5247683525085447 0.99397027492523204 0.92135727405548107 -0.33649450540542597 0.69362992048263561 -0.49009247124195093 0.55984300374984752 0.74975258111953746 -0.63742512464523304 -0.51094493269920338 -0.42314189672470087 -0.15744177252054212 0.36839371919631964 0.68969646096229564 0.4002984911203385 -0.12355097010731696 0.23490811139345172 2.2013922929763798 1.0030404329299929 -0.93281498551368702 -0.78288367390632618 -0.43817432224750513 -1.066083490848541 0.47944761812686926 0.095348302274942412 -0.5732942223548888 0.15102136880159381 -0.25613917410373682 1.2698999643325808 -0.95597845315933216 decision_type=2 2 2 2 2 2 2 2 2 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 14 7 22 -4 13 -6 -9 -10 25 16 -5 21 -16 18 -13 -8 -14 -17 -2 -3 -24 29 -7 28 -28 -27 -25 right_child=1 5 6 4 8 11 12 9 10 -11 -12 17 19 -15 15 20 -18 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31 leaf_value=-0.033603826425537213 -0.0020616136986400433 -0.011208204169689989 -0.034234304363514816 0.0073609851043017595 -0.031166217357909438 -0.032851943246594725 -0.00042067811838810017 0.00043136923009431629 -0.0095255381115091024 0.020826646448471257 0.0051564895496940544 -0.027264309675189544 0.02602108107910496 -0.0028012330902045172 -0.0060612951506905516 -0.016202840546666802 -0.028553874996402426 0.035649665712201677 0.016992223723911334 -0.019134459618072232 0.011499480688383253 -0.01535830475013813 -0.0037392757605366859 -0.023165115817655377 0.028370414811953373 -0.012906893766913903 -0.013265016929776717 0.020462869285656247 0.020862060863502414 0.0085105561885037966 leaf_weight=417.3099225461483 455.87755911424756 346.79849921539426 129.51903012953699 6908.3017301931977 118.15747668594122 72.094067048281431 1232.0403160341084 319.11158809997141 590.14246976748109 1076.8331474177539 1450.5751360971481 525.9440293200314 23.439294315874577 850.00209806114435 515.8918835837394 61.633728168904781 70.446662276983261 15.458218589425085 183.67171196639538 352.50385136716068 588.08225084654987 512.66758080013096 563.78874474018812 41.825916633009911 87.26866633631289 939.14404910057783 61.252356195822358 99.49637408182025 38.228968266397715 236.0358665920794 leaf_count=23564 2274 2526 2765 26874 3135 1617 4772 1310 1936 6132 5194 7935 75 3693 2802 243 287 68 979 1349 2370 2089 3870 260 461 8673 523 514 285 1425 internal_value=0.000542524 0.00131463 0.00343443 0.00468611 0.00611765 -0.00949409 -0.00501416 0.00776056 -0.000846524 0.0161683 0.000907976 -0.01499 -0.00297733 0.00624694 -0.0029 0.00225267 0.000390225 -0.0254525 0.00183595 -0.0162996 0.00886178 -0.0091058 -0.00194348 0.00151082 0.00962985 -0.0103036 -0.00886814 0.00757972 -0.0115789 0.00371788 internal_weight=18883.5 18466.2 15438.9 13447.3 11313.1 3027.34 1991.62 9154.25 2158.88 1395.94 2040.72 1751.62 1862.1 7758.3 2134.15 1165.61 1486.16 541.402 1415.71 375.943 649.716 968.545 1275.72 928.919 365.13 1210.22 1138.12 160.749 977.373 277.862 internal_count=120000 96436 68279 58052 48274 28157 10227 38009 10265 7442 7130 19615 7462 30567 9778 5415 6038 8003 5751 1424 2613 4363 8542 6016 2146 11612 9995 1037 8958 1685 is_linear=0 shrinkage=0.05 Tree=164 num_leaves=31 num_cat=0 split_feature=501 517 499 499 284 501 428 516 495 433 501 505 453 422 507 486 501 499 499 497 515 450 468 511 501 402 501 516 505 512 split_gain=513.538 417.862 200.659 195.618 167.259 127.025 126.632 122.942 113.117 83.0525 67.1631 61.7859 49.9392 46.2011 42.0935 38.7297 35.9181 34.0528 26.445 35.239 24.5677 23.5504 23.4059 27.7117 23.3329 23.2301 22.6839 22.3701 21.9664 27.772 threshold=-1.5247683525085447 0.17753145098686221 0.44043914973735815 0.38149669766426092 -0.73457616567611683 0.43145342171192175 -0.26912790536880488 0.33746629953384405 -0.64358234405517567 -0.50543963909149159 0.58057379722595226 -0.54120004177093495 -0.49424687027931208 0.69568610191345226 -0.45106576383113856 -0.62977886199951161 0.2932653427124024 0.44043914973735815 0.44043914973735815 0.3874379843473435 3.4951291084289555 -0.36230032145977015 0.13599549978971484 -0.18009223043918607 0.2367375120520592 -0.86437827348709095 0.20096720010042193 0.31606994569301611 -0.11969905346632002 0.45055755972862249 decision_type=2 2 2 2 2 2 2 2 2 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 25 13 8 9 11 12 -7 28 14 -6 27 22 -8 18 -16 -13 -20 -12 -19 -2 -24 -10 -3 -15 -4 -9 -30 right_child=1 2 4 -5 5 6 15 10 24 -11 20 16 -14 26 17 -17 -18 21 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.033824254556114187 -0.031513879134791027 -0.02892064736659495 -0.021542685990117764 -0.030835195481830509 0.015097160245578717 -0.0092344850585352536 -0.032176199539906809 0.044830991897056853 0.036632452178907773 0.018702481387503914 -0.030682067419382616 -0.033004400568776855 -0.010956678468280776 0.037966828346302293 -0.031259646531305231 -0.0065080335873037402 -0.030546341455734774 -0.0047357579382727444 -0.016341031209993955 0.02557412612719269 0.034519350004601886 0.033743343369337354 -0.013449221355777963 0.07060111191626911 0.022417239178580323 0.025145839982220905 -0.0010488830151723059 0.0040348486953059549 0.030582495407033495 -0.0045283973605796468 leaf_weight=810.30684817954898 162.60906500183046 21.662338219583035 706.91432762145996 815.84162240847945 414.39629629440606 393.39836108312011 277.68061119876802 60.408887643367052 499.54837011918426 820.10008771903813 130.86354708485305 210.76940853893757 330.37441183999181 43.883937172591686 41.30602584220469 313.45353950746357 2010.6133973468095 63.329353880137205 511.81247783079743 55.414399847388268 16.085441991686821 105.72413326986134 41.210639946162701 12.744737105444072 693.738570779562 220.93968662433326 242.08640392124653 96.845140967518091 100.21524564176798 127.90966677293181 leaf_count=23564 2578 145 6040 8771 1900 1729 3293 263 3339 4382 1958 3067 1477 184 519 2230 38570 429 4829 372 126 698 367 93 3636 1680 1214 509 1088 950 internal_value=-0.00438702 -0.0076328 0.000603771 -0.019112 0.00492345 0.00994354 0.000394785 -0.0209234 0.0188319 0.00964159 0.00399778 -0.0243001 0.00353325 -0.0123129 -0.00656919 -0.0185773 -0.0270125 0.00934211 -0.0178706 -0.0122336 -0.0234923 0.0193048 -0.0220449 0.00640559 0.0283749 0.0202876 0.00493202 -0.0184545 0.018019 0.0108805 internal_weight=10352.2 9541.88 5890.86 1058.44 4832.42 3742.69 1804.63 3651.02 1938.06 1213.5 435.483 3215.53 744.771 1089.73 426.924 591.134 2788.61 210.36 777.996 567.227 146.949 169.053 216.564 53.9554 1193.29 242.602 285.97 803.759 288.534 228.125 internal_count=120000 96436 40529 10596 29933 21986 11634 55907 10352 6111 4385 51522 3377 7947 4684 5523 46838 1646 8268 5201 2084 1127 3038 460 6975 1825 1398 6549 2301 2038 is_linear=0 shrinkage=0.05 Tree=165 num_leaves=31 num_cat=0 split_feature=501 281 361 475 437 466 511 460 500 473 513 516 497 291 431 468 339 478 497 118 387 270 296 272 444 306 501 295 92 503 split_gain=186.275 83.2029 116.121 83.1185 58.2957 47.911 43.3381 42.2511 39.6172 38.2973 37.5304 27.7295 27.5182 24.7592 21.7656 21.1183 20.2464 19.978 18.6787 18.5982 17.6474 17.439 20.6346 16.9406 16.7686 15.8695 15.5069 15.7919 15.2793 14.8095 threshold=-1.5247683525085447 -0.24602714926004407 -0.041412819176912301 -0.15744177252054212 0.15926908701658252 -0.092052239924669252 1.2392336130142214 0.12230336293578149 1.2545269131660464 -0.22968655079603192 0.71238550543785106 0.050251483917236335 -0.018737546168267723 0.75485631823539745 2.3672595024108891 -0.26261578500270838 -0.78313234448432911 -0.19144683331251142 -0.50199700891971577 -1.1184366941452024 -0.051080929115414613 -0.35477206110954279 -0.50064855813980091 0.41617496311664587 0.094777408987283721 -0.56099188327789296 0.41781352460384374 -0.12731945514678952 1.6984316706657412 0.69661819934844982 decision_type=2 2 2 2 2 2 2 2 2 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 5 12 7 11 8 10 23 -2 21 -3 14 18 -14 -4 -10 -7 -16 -11 -5 -23 -9 -13 -8 27 -6 -15 -18 right_child=1 2 16 6 26 13 25 9 17 20 -12 24 15 28 19 -17 29 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033147921729503767 0.00054611053462660767 0.022225389203961447 -0.003944280744064806 0.0038347972306200726 0.025475571209368299 0.0034377665070737373 -0.0052587737359614181 0.014980603737880061 -0.026723214744876458 0.0068267404824068753 0.0077324260868845184 -0.017959263082234229 0.0083392890001215327 0.011030727706637393 -0.036636243990948579 -0.018009499988192748 0.003761315446501508 0.0098315815427261304 -0.00826831387440808 0.020884289988903699 -0.0082438853841177856 -0.014798863586192597 -0.00064224243507217393 0.00023327094024153895 0.0039209072788877189 -0.030832548579995362 0.034076153219657838 -0.0080096769522234861 -0.019951187001166479 0.019624491562863743 leaf_weight=377.55981772672385 5920.025523815304 235.12553262524307 864.82761986367404 800.99932014197111 152.05021688714623 411.01759804971516 82.175539346411824 1667.1042357124388 171.56707268580794 436.5784788262099 2622.2852161452174 495.44260663539171 245.47871152311563 386.06265971809626 15.744690943509339 110.05243056826293 947.30019017681479 47.493705127388239 1976.9424536693841 121.34077140316367 349.77558799646795 407.12319322302938 701.8406312726438 221.27235244214535 105.88746372237802 237.63964256644249 569.0573596060276 45.491613233461976 44.173477172851562 174.44821869954467 leaf_count=23564 25037 1099 3634 3391 1058 1357 454 6617 738 1900 11058 4546 1259 1668 60 639 4262 146 8458 435 1584 1913 3156 801 640 3176 5898 213 197 1042 internal_value=0.00164859 0.00228779 0.00950532 0.000886136 0.0207777 0.00242703 -0.00694474 0.00389377 0.00221377 0.00939466 0.00275279 -0.00473411 0.00895824 -0.0032471 -0.00513743 0.000166357 0.00180068 -0.0187742 -0.0062513 0.0142195 0.000116671 -0.00178277 -0.0058448 0.0132553 -0.0140981 -0.0242808 0.0298756 0.0177389 0.00783422 0.00623426 internal_weight=20943.9 20566.3 3343.83 17222.5 1357.26 14391.4 2831.11 11436.1 8761.37 2674.73 8542.31 2511.29 590.657 2955.28 2525.05 355.531 1986.58 219.061 2387.96 137.085 786.354 1909.96 1108.96 1888.38 601.33 319.815 766.599 197.542 430.236 1121.75 internal_count=120000 96436 19104 77332 10166 60056 17276 47881 36979 10902 36095 13646 2997 12175 10310 1898 8938 884 9815 495 3484 8460 5069 7418 5186 3630 7169 1271 1865 5304 is_linear=0 shrinkage=0.05 Tree=166 num_leaves=31 num_cat=0 split_feature=501 500 441 499 264 497 499 497 508 450 503 501 340 509 516 46 499 503 457 437 444 324 393 371 506 305 503 421 501 279 split_gain=185.76 107.646 103.497 70.2712 60.2857 59.4511 52.4087 49.459 45.2207 43.4858 42.4727 40.8225 39.5151 38.9576 38.7809 31.6153 31.2757 29.2094 28.1038 25.9001 24.6423 23.4313 22.4704 22.0329 20.2707 20.7144 18.7223 17.9661 14.6918 13.2884 threshold=-1.5247683525085447 0.44473001360893255 0.32593902945518499 0.43687435984611517 -0.10908196121454238 0.017280184663832191 0.41186757385730749 1.4360503554344179 0.12781281024217608 -0.74585178494453419 0.35781116783618933 0.35574768483638769 -0.44149909913539881 0.66638121008872997 -0.036332577466964715 -0.096359245479106889 0.23053730279207232 0.057745609432458885 0.70892527699470531 2.8345719575881962 2.7049969434738164 -0.34511920809745783 -0.64711269736289967 1.6976380944252016 0.20606651902198794 -0.14302501082420346 0.7855796515941621 0.068601686507463469 0.2780499011278153 -0.2846971303224563 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 3 16 5 15 -2 11 10 -7 24 14 26 19 17 -5 -3 -8 -15 -13 29 -14 -18 -10 25 -4 -12 -24 -26 -6 right_child=1 2 8 4 20 9 7 -9 23 -11 12 13 21 18 -16 -17 22 -19 -20 -21 -22 -23 27 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.033568019648432222 -0.023054608538903214 -0.032721087633696196 -0.012745374784967727 0.0016074581178217304 -0.017416540642281673 -0.0059584057966519006 -0.0084723610712499186 -0.046301451621019285 -0.016641254423194744 -0.023648748637284972 0.0043039339934443114 0.009700157690748952 0.023985344819029145 -0.00025976661442835794 -0.017205335161092839 -0.013078399316811918 -0.0047698774489688843 0.0061505889094640009 0.01355566467159741 -0.032979308006654662 0.02015688472362049 0.0069348239284648429 0.0022404064418212453 0.010534464480839082 -0.011483107261869567 0.0031856821236530965 -0.027387471384435626 0.017171713805524666 0.023386648410073756 -0.031123923686913069 leaf_weight=391.00941664353013 167.53887379728258 57.163886982947588 322.90477752871811 1552.7202310990542 328.68747877143323 661.83294913545251 477.82021526619792 46.410508044064045 315.21001763083041 733.44131853803992 190.68967283889651 5323.2166024371982 666.29065422527492 2229.0740771573037 312.8303114771843 479.42949763312936 388.83877610042691 1195.1813292168081 440.66985058411956 35.638503460213542 31.536167092621326 290.30715559981763 396.48222724162042 97.380336601287127 38.285471331328154 553.16145570017397 61.508691174909472 411.39187416993082 139.30648555606604 390.22443352639675 leaf_count=23564 1107 910 1468 7431 2776 5440 2054 215 3018 6789 800 23537 2306 10432 1640 3044 2220 4350 2359 267 147 1003 2161 327 132 2113 372 1770 480 5768 internal_value=0.000528329 0.00125591 -0.00304703 -0.00701203 -0.0101278 -0.00731484 0.00466681 0.00512917 0.00500208 -0.0152621 0.0077795 0.00536847 0.0141752 0.0069562 -0.00104812 -0.00185528 0.00336577 0.00197093 0.00201917 0.00941478 -0.022966 0.0188174 0.00509632 -0.0102141 0.000436689 -0.00268134 -0.00341326 0.00985121 0.015839 -0.0248671 internal_weight=18726.2 18335.2 8106.79 5431.75 4177.87 3427.42 10228.4 10060.8 2675.04 1395.27 2262.45 10014.4 1208.8 8028.6 1985.83 2032.15 1253.88 1673 2669.74 5358.86 750.448 956.598 1196.71 412.59 1053.66 876.066 252.198 807.874 177.592 718.912 internal_count=120000 96436 50475 38456 31395 22704 45961 44854 12019 12229 8674 44639 4481 36595 8044 10475 7061 6404 12791 23804 8691 3309 6151 3345 4193 3581 1172 3931 612 8544 is_linear=0 shrinkage=0.05 Tree=167 num_leaves=31 num_cat=0 split_feature=501 500 516 466 512 398 463 497 395 391 322 475 516 505 495 398 516 515 515 501 283 471 450 501 418 385 412 505 506 450 split_gain=477.955 360.723 281.492 164.977 136.176 139.664 106.616 79.9 74.6288 70.1009 63.1332 48.5182 46.4147 39.5178 37.9229 50.4313 31.3994 27.7558 27.5315 23.5668 22.9685 21.6809 20.8269 20.1335 19.1845 18.6769 18.9467 18.3538 15.0663 14.4301 threshold=-1.5247683525085447 -0.16484922170639035 -0.27639564871788019 -0.69160887598991383 0.47727812826633459 -0.46929547190666193 -0.15620113164186475 0.035928979516029365 -0.29444463551044459 -0.23474644869565961 -0.51165834069252003 -0.15744177252054212 0.41009381413459783 -0.73250573873519886 -0.55470868945121754 -0.51096427440643299 0.050251483917236335 3.1477131843566899 -0.17083654552698133 0.55149823427200328 -0.64058020710945118 0.28104540705680853 -0.5053422451019286 0.5353701412677766 0.47004249691963201 -0.87207764387130726 -0.46617062389850611 -0.84064537286758412 0.80330687761306774 -0.34874248504638666 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 6 12 14 9 13 11 27 -6 22 16 18 25 15 -5 29 -7 -4 -16 -12 -20 -10 24 -18 26 -3 -8 -14 -2 right_child=1 2 3 4 5 17 8 -9 10 -11 20 -13 28 -15 19 -17 23 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.033750543317757592 -0.030029315131310103 -0.018452630818429655 0.034503706098659319 0.030484560408757317 0.017022329566948987 -0.013392309182362012 0.0081521146764116856 -0.032626735761141036 -0.022421768245611019 -0.0069709881087985058 -0.020272752712774286 0.016032184563063337 -0.00013999503006956594 -0.029928254420076877 0.03557246244479869 -0.014106935407549504 -0.010359478523233717 0.038000937773143895 -0.013450344238896215 -0.0027637556213417291 0.025942157724016625 -0.031714733579200148 0.0043007558380279923 -0.021060445400031901 0.031458284603370738 -0.014573466895622592 0.045080021630001271 -0.021616927262899113 0.030806210256065881 -0.0098914983516551792 leaf_weight=759.95905033126473 348.69257295504212 18.481277575716376 25.880110461264849 140.32911898568273 1506.0347689576447 865.35872892662883 57.448087055236101 1381.4635704811662 158.85027602873743 381.15483615919948 29.356565698981285 124.31627434678376 93.389997635036707 1061.1511983070523 614.88486082851887 115.34992153942585 48.940107140690088 26.95174178108573 713.18654249422252 42.611869025975466 297.6980390958488 211.35765368118882 134.16981453076005 71.604210851714015 61.798081293702126 127.12722603790462 31.442913250997663 499.73776672407985 67.445674430578947 120.69685244932771 leaf_count=23564 4576 121 151 675 7726 6479 318 26992 1096 2269 217 1139 458 16551 5448 689 357 290 4908 476 2129 2160 1181 866 333 1202 152 5508 560 1409 internal_value=-0.00438264 -0.00747404 -0.00211207 0.00488804 0.00997176 0.00446564 -0.0160358 -0.0254128 -0.00525663 0.0121736 0.0066705 -0.0125622 -0.0119998 -0.0262791 0.0267233 0.0103499 -0.0180258 -0.0118303 -0.0162056 0.0330803 0.0217737 -0.0176341 -0.0101715 -0.000388863 0.0129394 -0.00437513 0.0214712 -0.0185377 0.0128172 -0.024865 internal_weight=10136.9 9376.91 7219.4 4803.94 3692.68 2779.5 2415.46 2157.51 1177.26 1887.19 620.075 776.048 1111.26 1238.2 913.176 255.679 651.732 892.31 950.424 657.497 327.055 924.544 293.02 182.342 110.738 177.051 49.9242 557.186 160.836 469.389 internal_count=120000 96436 60764 32289 24052 16764 28475 35672 10449 9995 4623 8680 8237 18026 7288 1364 7541 6769 7219 5924 2346 7068 2277 1556 690 1475 273 5826 1018 5985 is_linear=0 shrinkage=0.05 Tree=168 num_leaves=31 num_cat=0 split_feature=501 281 361 479 331 437 434 500 486 272 500 506 385 501 481 275 501 381 490 512 506 422 474 121 490 452 492 496 400 501 split_gain=173.561 76.2201 108.468 76.0779 56.9226 56.252 44.0325 42.872 39.4354 44.1025 43.9941 36.232 36.8776 45.1629 32.0805 29.5516 29.0867 24.7826 22.8196 23.954 24.1667 20.5697 18.3729 17.8721 17.4627 17.1389 17.1051 16.4405 16.2095 15.6415 threshold=-1.5247683525085447 -0.24602714926004407 -0.041412819176912301 -0.39381648600101465 0.49446211755275732 0.38239572942256933 0.30113036930561071 1.2290417551994326 0.31644065678119665 0.070718936622142806 1.0661941766738894 0.80330687761306774 -0.41788630187511439 0.94845706224441539 -0.57559970021247853 0.91434109210968029 0.69026553630828869 -0.38741952180862421 -0.15385293960571286 0.80657395720481884 -0.18657393753528592 2.2365338802337651 0.16146270930767062 -0.11380697786808013 -0.43603534996509546 -0.36896744370460505 -0.42471504211425776 0.13099176436662677 -0.13420166075229642 0.12153398618102075 decision_type=2 2 2 2 2 2 2 2 2 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 7 6 15 8 11 10 -10 -5 12 13 -2 -8 24 -14 -16 19 20 -6 23 -21 29 27 -9 -25 -3 -20 -4 right_child=1 2 21 4 18 -7 14 25 9 -11 -12 -13 16 -15 17 -17 -18 -19 28 22 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.033087587215599221 0.0023869465935920783 0.026631037873158649 -0.016240326398121108 -0.0017356946337868222 0.0042764636118500423 0.030565681746330443 0.0032254523621092768 -0.0026803816900308145 0.014061730136224318 -0.0067138496473943769 -0.016060421770919511 -0.0079667158058036609 0.011716701653163108 0.089668683989106032 -0.0086763109754383599 -0.016662481010092978 -0.0017702860839934019 -0.021236175569982089 0.021514378444500892 0.0049206340059466157 -0.0064836249692187421 -0.014873671807590761 0.024751424816707904 0.024591516382254174 0.00045004154834175089 -0.023440907368152877 0.0039617429170593615 0.0052981462794532549 0.0019582202231402147 0.0022602176408226069 leaf_weight=353.88251107372344 3771.1928122341633 276.89524042978883 125.46321299485862 2234.9083330389112 1052.1652846094221 660.8763743750751 312.56239189207554 239.17753245681524 659.16990891285241 416.58001923188567 705.44975389167666 485.96957382373512 2959.7965332027525 14.783110998570917 883.12093488872051 89.836902391165495 461.43379050120711 710.51282351091504 265.86748280934989 427.33895740285516 1034.72281778045 169.92996936291456 161.16507463157177 170.11551409959793 166.89180298708379 170.83573658205569 247.11317995563149 135.04665878415108 177.157570829615 1265.6109291221946 leaf_count=23564 14470 1413 511 10467 4504 6653 1277 1007 2480 1491 3430 2903 12106 62 4668 575 2775 5149 998 2023 5432 763 601 913 872 750 1086 653 739 5665 internal_value=0.00162352 0.00222454 0.00917366 0.000883428 -0.00226954 0.0202178 -0.00514877 0.00440179 -0.00217687 0.00601194 -0.00517461 0.00524188 0.0061333 0.00273144 -0.0114071 0.00997992 0.0098962 -0.0142802 0.00319691 0.00145408 -0.00105627 0.00174787 0.0103632 0.00331334 0.0141257 -0.0113462 0.0123889 0.0196526 0.0137077 0.000586982 internal_weight=20805.6 20451.7 3307.78 17143.9 9040.72 1329.55 5922.3 8103.19 4016.11 1075.75 2940.36 7693.18 7207.21 3785.98 1906.2 668.671 3421.23 1593.63 3118.42 2675.39 2086.89 1978.23 588.504 1808.3 578.834 410.013 417.229 411.942 443.025 1391.07 internal_count=120000 96436 19104 77332 43259 10166 28962 34073 17868 3971 13897 32316 29413 14532 11094 3513 14881 9817 14297 12560 9936 8938 2624 8175 2938 1757 1999 2066 1737 6176 is_linear=0 shrinkage=0.05 Tree=169 num_leaves=31 num_cat=0 split_feature=501 498 499 497 32 335 153 500 497 499 414 499 484 501 445 430 281 386 495 503 316 361 335 421 520 254 391 491 496 452 split_gain=173.402 96.5874 92.7184 96.5346 69.0406 58.2604 57.1325 65.3718 48.4071 44.285 36.2223 35.6425 34.4852 32.325 31.7522 39.4401 30.778 29.6999 27.1064 25.8319 24.8039 23.899 17.0626 17.0894 14.6063 14.5905 13.5186 13.006 11.1007 10.9174 threshold=-1.5247683525085447 0.14541117101907733 0.43708589673042303 0.20606942474842074 0.57695862650871288 0.73526936769485485 -0.19292886555194852 1.1568883061408999 1.4360503554344179 0.41186757385730749 0.76559552550315868 0.29076987504959112 -0.96801587939262379 0.77492445707321178 -0.76779839396476735 -0.40729847550392145 -0.2509686797857284 1.5361446142196657 -0.91130897402763356 0.34921188652515417 0.54998537898063671 0.18049599975347522 0.59897780418396007 0.80312174558639537 -0.30359716713428492 -0.39498499035835261 -0.30953194200992579 -0.75293284654617298 0.65567773580551159 -0.39820705354213709 decision_type=2 2 2 2 2 2 2 2 2 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 6 20 7 -4 9 -3 14 -2 24 27 18 -16 -8 25 -11 -7 -6 22 23 -13 -5 -14 -19 -12 -15 -24 right_child=1 8 3 12 5 19 16 -9 -10 10 13 21 17 28 15 -17 -18 26 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033533292916523641 -0.023485582555017051 -0.022139588853180767 -0.0060541621814107945 -0.031238416559916934 -0.0072886419045317691 0.010116263181168929 -0.010808417818889159 0.013495598713383114 -0.045445561178640022 0.022369264065546755 0.025721789521974688 -0.0014227423065742114 -0.017605881496042097 0.026633647914242775 -0.0052013382791059222 0.0043294309185656563 -0.031112424571028238 -0.037498382504311693 0.0065817255625134803 0.032952449259276199 0.011898508120108281 0.016253642390319869 0.00057514693864103492 0.015618388868420678 -0.0010656315672629344 -0.029411103631834079 0.013984575371540709 0.0059847770333968601 -0.023441047792464947 0.022956494947072109 leaf_weight=366.35119650978595 93.749614236876369 150.22910019382834 1805.4161831904203 44.811095260083675 503.18204714357853 257.32204845733941 867.66272463835776 560.14814802259207 48.081636652350426 304.85168354772031 92.62203161790967 875.67591448314488 540.10019789263606 370.9496148917824 1482.6575875002891 4048.5769881345332 238.38031691871583 15.035722095519302 2538.1217248290777 240.36680561676621 253.014439182356 607.99995007552207 80.176458854228258 176.65327893942595 379.38315224647522 515.49003949575126 80.008649222552776 858.77908680215478 11.228183180093763 173.1079195458442 leaf_count=23564 1411 935 9662 258 3384 1034 5576 2430 262 1145 374 4644 4964 2775 6691 17538 2830 67 10625 912 1136 2345 316 734 3262 6118 310 4002 55 641 internal_value=0.00051988 0.00120528 -0.00277029 -0.00575226 -0.00217799 0.00787614 -0.00581093 -0.00142243 0.00453986 0.00478462 0.00520202 0.00658629 -0.0164734 0.0128569 0.00398225 0.00177374 -0.0151914 -0.0209667 0.00827711 0.0211598 -0.000861512 0.0080633 0.00424443 0.00143439 -0.00427142 -0.0233779 0.00575673 0.007914 0.0251437 0.0158945 internal_weight=18580.1 18213.8 8307.68 6300.32 4725.49 1253.89 3471.61 2365.56 9906.1 9858.02 9707.79 2007.36 1574.83 1333.58 8374.21 5531.23 1106.04 1150.63 2842.97 497.689 756.196 1913.61 1305.61 1052.33 424.194 1055.59 95.0444 951.401 382.178 253.284 internal_count=120000 96436 52034 41943 26964 6466 20498 12092 44402 44140 43205 10091 14979 7206 35999 24229 8406 11459 11770 1946 4520 8680 6335 5378 3520 11082 377 4376 2830 957 is_linear=0 shrinkage=0.05 Tree=170 num_leaves=31 num_cat=0 split_feature=501 499 501 499 516 433 418 511 293 438 484 398 381 512 512 506 499 439 398 475 422 515 439 264 497 510 479 499 398 506 split_gain=444.723 391.195 240.931 239.382 197.808 165.305 119.396 94.6615 68.545 58.2397 55.0911 50.1721 47.0815 38.387 29.5567 28.7541 28.123 25.7155 22.7112 22.439 21.296 19.3852 19.3377 22.2632 18.6717 16.5551 13.3299 11.9363 10.7002 10.5663 threshold=-1.5247683525085447 0.44043914973735815 0.59339088201522838 0.35267814993858343 0.1047094687819481 -0.50954437255859364 0.086954019963741316 1.3091176748275759 -0.51367989182472218 1.3343213796615603 -1.137656509876251 -1.2135273814201353 0.54497903585433971 0.72706189751625072 0.64807343482971203 -0.16323814541101453 0.41324219107627874 -0.60450723767280568 -0.64959454536437977 -0.15744177252054212 -0.53713113069534291 4.3608024120330819 -0.94916924834251393 -0.43606331944465632 0.66890892386436474 -0.61314499378204335 -0.44811390340328211 0.29076987504959112 -0.63137114048004139 0.60883125662803661 decision_type=2 2 2 2 2 2 2 2 2 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 5 9 12 11 -8 15 26 22 -7 25 -11 -3 19 -15 -9 -5 29 24 23 -4 -13 -12 -6 -22 -28 -2 right_child=1 2 7 16 10 6 8 18 -10 14 13 21 -14 17 -16 -17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.033678904929721115 -0.023022223222363594 -0.026957875493481578 -0.0071016733834912433 -0.025953907948505935 -0.028684903151020159 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107.2264562882483 63.386300947517157 89.528024738654494 611.00962785258889 27.282982207834721 56.707937460392714 18.332678910344839 9.3206596672534925 leaf_count=23564 304 6731 539 2256 451 8066 5137 973 3959 947 212 17396 1431 2103 669 4022 29587 684 651 774 1256 93 759 261 882 5508 111 449 129 96 internal_value=-0.00437163 -0.00731223 -0.00153174 -0.0256554 0.00360836 -0.00192349 0.00587555 -0.0182348 0.0152423 -0.0150807 0.0202714 -0.0225916 -0.0067277 0.0232926 0.00463773 -0.0200041 -0.0315717 0.0138334 0.014657 -0.0168884 0.0201016 -0.0269729 -0.00293162 0.00812765 -0.0276039 0.031575 -0.0138031 0.0269106 0.00669422 -0.0107375 internal_weight=9937.36 9224.68 7014.56 2210.11 5363.73 4026.72 2527.94 1650.83 1450.39 1498.78 1337.01 1457.9 1077.55 1228.29 299.251 1199.53 1957.19 573.821 192.926 280.981 252.921 1191.97 265.93 158.703 1180.53 654.469 108.725 207.322 45.6157 45.5998 internal_count=120000 96436 61714 34722 40160 30962 18593 21554 9096 12369 9198 19930 9497 8507 1616 10753 32617 2787 1624 3030 2105 18371 1559 800 18278 5720 691 1705 240 400 is_linear=0 shrinkage=0.05 Tree=171 num_leaves=31 num_cat=0 split_feature=501 504 516 422 516 504 437 441 404 450 437 412 505 331 495 507 511 501 506 32 370 440 516 511 375 501 453 498 323 502 split_gain=161.664 73.1315 66.9328 53.5637 53.3219 83.7747 52.4473 42.4119 53.2343 42.0042 38.8799 33.4677 38 28.8946 27.6954 19.2344 18.2795 15.9882 13.3768 9.84396 9.28711 10.6159 10.1678 7.86522 8.73441 7.63124 7.21738 4.39173 4.19064 3.87929 threshold=-1.5247683525085447 -0.662746101617813 2.1909917593002324 0.51895636320114147 -0.29502417147159571 -0.11652195826172827 1.6102288365364077 -1.0899870395660398 1.7968923449516299 -0.18422303348779676 0.05163498409092427 0.97763743996620189 1.0267255902290346 -0.67827016115188588 0.14761797338724139 -0.62990176677703846 -0.74486467242240895 0.37111334502696997 -0.16323814541101453 0.50794789195060741 0.9571681320667268 0.01573693007230759 -0.44657945632934565 -0.79833292961120594 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18.3068 17.849 17.2326 17.4505 threshold=-1.067359924316406 0.29110155999660497 0.061110341921448715 0.43309569358825689 0.6427353322505952 -0.68967571854591359 -0.080124493688344942 -0.68294769525527943 0.39049696922302252 0.45041228830814367 -0.64173847436904896 0.42970977723598486 0.95673474669456493 0.33409012854099279 -0.52550905942916859 0.94217374920845043 0.74791884422302257 0.2995589971542359 0.43966303765773779 -0.4449209570884704 0.69792583584785473 -0.038645580410957329 -0.60558068752288807 0.28660120069980627 -1.0404331088066099 0.27766436338424688 -1.3424143791198728 0.77225148677825939 -0.098978601396083818 -1.0408461689949033 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 6 4 10 24 17 11 9 28 18 -7 13 -12 -14 -10 27 23 -2 -11 25 -22 -9 -3 -4 -8 -21 -6 29 -5 right_child=1 2 5 8 16 7 20 22 15 19 12 -13 14 -15 -16 -17 -18 -19 -20 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.032198798055999227 0.0064247026780582146 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247.14389786683023 278.80153758451343 24.416633676737547 25.497375518083572 259.09178002551198 827.54073888063431 36.691955540329218 709.45408459380269 420.66935161314905 857.02561191469431 150.55772476829588 209.26251024566591 196.05586275085807 leaf_count=23733 745 663 4170 398 3296 4462 1095 3802 2108 409 25302 841 1948 8683 3418 1118 2954 1541 1319 83 159 1504 12480 159 6076 1686 3888 521 747 692 internal_value=0.000520027 0.00119128 -0.00622408 0.00371277 0.00503495 -0.0100973 0.00284268 -0.0145472 -0.00345726 0.000566896 0.00633997 -0.00629198 0.00700795 0.00807847 -0.000457551 -0.0142609 -0.00355935 -0.0107216 -0.00744437 0.00619276 0.00850398 0.0201262 -0.0201247 0.00495166 -0.00251717 0.00365718 0.00898195 -0.00925783 -0.0102895 -0.00283072 internal_weight=18442.7 18072.2 4585.3 13486.9 11387.7 3213.19 1372.11 2024.17 2099.19 1529.22 9886.98 816.62 9430.4 8248.29 1182.11 569.973 1500.7 403.756 456.578 1007.59 968.357 284.589 1207.55 156.612 1189.01 683.768 881.442 869.146 521.636 312.373 internal_count=120000 96267 38638 57629 48186 31831 6807 21585 9443 6217 41415 5303 39351 33985 5366 3226 6771 2363 2064 4380 4444 1663 16282 822 10246 2781 3971 3817 1837 1090 is_linear=0 shrinkage=0.05 Tree=173 num_leaves=31 num_cat=0 split_feature=501 499 499 501 516 479 398 293 511 413 466 264 497 499 517 412 411 484 475 424 386 402 425 515 516 506 418 513 499 122 split_gain=413.973 375.835 227.957 227.461 191.254 162.908 122.33 101.305 83.73 46.8684 46.5012 33.1138 32.9171 28.3854 28.218 28.4791 26.5035 25.7572 21.5688 21.2615 23.1758 17.3024 14.8417 14.3091 12.9261 12.3832 12.3515 10.3919 9.94906 10.6681 threshold=-1.5247683525085447 0.44043914973735815 0.35267814993858343 0.60629215836524974 0.14369950443506244 -0.46579146385192866 0.072701640427112593 -0.51367989182472218 1.3490473628044131 -0.6098923087120055 -0.71421262621879567 -0.4624399840831756 1.7733190655708315 0.41324219107627874 1.3187537193298342 -0.34269584715366358 -0.52015456557273854 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186 324 internal_value=-0.00436526 -0.00716308 -0.0254463 -0.00149855 0.00327165 -0.00171737 0.00419161 0.00906344 -0.0187035 -0.0224866 0.0209378 -0.0114362 -0.0160361 -0.0313393 -0.0180113 -0.00645132 0.00130047 0.00188892 -0.0164921 0.0260528 0.0284648 0.0196067 0.0180733 -0.0302767 -0.0234445 0.0109549 0.0239402 0.00501787 0.0287399 0.0123303 internal_weight=9741.91 9073.61 2145.95 6927.66 5423.69 4229.16 3103.46 2501.32 1503.97 1363.85 1194.53 564.282 602.139 1897.85 1125.7 360.286 267.594 253.091 276.637 941.439 853.515 248.101 140.12 799.564 765.415 191.49 224.083 81.7035 192.005 63.1226 internal_count=120000 96436 34722 61714 41274 32716 21581 15394 20440 19224 8558 4759 6187 32617 11135 2074 2017 1522 3030 7036 6626 2105 1216 14465 9061 1076 1932 774 1657 510 is_linear=0 shrinkage=0.05 Tree=174 num_leaves=31 num_cat=0 split_feature=501 504 516 240 466 439 460 437 513 505 331 512 387 222 265 209 507 117 264 490 70 361 373 511 53 445 501 498 502 514 split_gain=150.634 67.6408 62.9897 50.4216 53.4547 58.1091 40.4774 38.2129 38.0408 36.8516 35.8451 31.6551 31.1094 24.9771 21.3817 19.7833 18.3181 16.3295 13.763 8.81376 11.4804 8.28804 8.61137 7.71627 8.18597 7.45873 4.2855 4.20188 3.93956 28.9528 threshold=-1.5247683525085447 -0.662746101617813 2.1909917593002324 -0.044782031327486031 -0.38212409615516657 -0.39204962551593775 0.22839254885911944 0.05163498409092427 0.75117745995521557 0.86440530419349682 -0.73532292246818531 0.22537004947662356 -0.25395445525646204 -0.34809894859790796 0.52042400836944591 -0.17131507396697995 -0.62990176677703846 -0.50077942013740528 0.24912443757057193 -0.43737587332725519 2.0165426731109624 0.65185266733169567 0.28116334974765783 -0.79833292961120594 -0.40308265388011927 1.9722506999969485 -0.26866365969181055 0.99811106920242321 3.3919570446014409 -0.50069455802440632 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 7 3 4 6 10 8 16 -3 13 -6 -7 -8 14 -5 -15 19 18 -11 20 25 22 -21 24 -9 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2145.3603487536311 17.757271023467183 3400.7274907734245 2950.458823159337 652.4791667163372 131.5097713638097 152.18665888905525 232.72304590605199 50.843853574246168 15.93513787537813 27.423095911741257 53.096008453518152 4.4093705639243117 6.66343930363655 12.749573811888693 307.03223422728479 11.514400001615284 7.1738884449005118 124.83422028273344 1.7149819657206524 0.37571726739406619 3.5380111215636125 leaf_count=23326 635 25686 4047 691 3992 4956 5558 20 8972 97 15612 13384 2649 581 756 978 630 73 195 225 36 31 80 5824 77 27 609 15 13 225 internal_value=0.0015696 0.00210076 0.0016174 0.0018479 0.00130043 -0.00163238 0.00373932 0.0194073 0.00216629 0.0136331 -0.0057415 0.00253568 0.0100498 0.00823652 -0.00200912 0.0171687 0.00344212 0.033365 0.007058 -0.00431454 0.00527884 -0.0175874 -0.0120614 0.0303212 -0.00196927 0.00899874 0.0417618 0.0321384 -0.0329639 0.0156906 internal_weight=20538.3 20227.4 19678.2 19548.8 18681.5 8480.96 10200.5 549.202 8165.9 867.301 4271.26 4209.7 2034.61 681.351 317.118 364.233 223.235 185.95 45.1804 172.391 99.8817 72.509 65.8456 325.968 17.2204 95.4724 140.769 308.747 310.879 3.91373 internal_count=120000 96436 88836 84789 80809 37944 42865 7600 34658 3980 19604 18340 8207 3006 1447 1559 1664 974 292 1034 698 336 305 5936 97 662 682 5839 23564 238 is_linear=0 shrinkage=0.05 Tree=175 num_leaves=31 num_cat=0 split_feature=501 500 441 499 264 497 497 499 450 508 503 414 501 340 46 429 505 499 373 196 444 133 217 505 280 497 503 395 279 457 split_gain=151.472 79.9799 86.6618 59.5778 54.2834 51.1931 45.1758 42.7995 41.7349 38.5587 38.3365 34.8359 41.5465 34.7701 28.4346 28.2042 31.3541 26.6685 26.0711 22.5539 22.533 20.7906 18.9474 18.9369 18.1866 17.2339 16.8476 15.5447 12.9428 12.4489 threshold=-1.5247683525085447 0.44473001360893255 0.32593902945518499 0.43687435984611517 -0.10908196121454238 0.017280184663832191 1.4360503554344179 0.41186757385730749 -0.74585178494453419 0.12781281024217608 0.35781116783618933 0.24740311503410342 0.77492445707321178 -0.44149909913539881 -0.096359245479106889 -0.55631917715072621 0.70725923776626598 0.23053730279207232 -0.27538144588470453 -0.030984896235167977 2.7049969434738164 -0.18445939570665357 -0.25936461985111231 -0.63020884990692128 0.35594968497753149 0.5123688578605653 0.57614427804946911 2.7535200119018559 -0.2846971303224563 0.46007139980793005 decision_type=2 2 2 2 2 2 2 2 2 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 17 5 14 7 -2 -7 10 23 15 27 22 -5 18 -17 -3 -9 -15 28 29 -12 -4 -25 -14 -11 -13 -6 -19 right_child=1 2 9 4 20 8 -8 11 -10 26 13 12 25 19 -16 16 -18 21 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.033467095823625788 -0.021506931747803021 -0.031739461867208406 -0.01744434922436941 0.0017626630247772415 -0.016325134375897422 -0.0049513526194879219 -0.043808453704511807 0.0054896787515441841 -0.022607432473808309 -0.0030319138542958279 0.0081090895807243973 0.00721660161558657 0.024156717672304002 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7431 2776 5440 283 2669 6789 1107 694 8374 3956 2523 3044 20030 4007 3497 5088 786 147 1670 478 1906 1621 193 2238 322 5768 984 internal_value=0.00051833 0.0011273 -0.00262675 -0.00632075 -0.00924838 -0.0065871 0.00408901 0.00432393 -0.0141421 0.00476894 0.00732774 0.00473827 0.00990691 0.0134449 -0.00152405 0.00302571 0.00482458 0.00329629 -0.00227241 0.0178209 -0.0218382 0.00484115 -0.00316436 0.000327394 0.00288035 0.0218475 -0.00949568 0.00635085 -0.0237625 0.00846448 internal_weight=18304.8 17982.8 7929.85 5288.86 4054.97 3347.84 10053 10004.1 1342.86 2640.99 2239.64 9846.43 2449.68 1194.79 2004.97 7396.76 5522.61 1233.9 1874.14 945.875 707.13 1182.01 248.912 1044.85 913.93 561.695 401.35 1887.98 675.836 910.519 internal_count=120000 96436 50475 38456 31395 22704 45961 45678 12229 12019 8674 44639 12845 4481 10475 31794 24037 7061 7757 3309 8691 6151 1172 4193 3527 4149 3345 8696 8544 4481 is_linear=0 shrinkage=0.05 Tree=176 num_leaves=31 num_cat=0 split_feature=501 517 398 462 416 516 398 439 264 516 499 460 505 516 391 400 413 388 495 499 516 400 506 505 516 497 486 450 505 493 split_gain=387.388 384.786 189.973 147.327 140.44 119.357 92.8139 92.4801 69.4015 62.6854 45.9925 42.482 39.938 39.5019 35.1954 33.893 33.154 29.7271 37.8334 29.7681 28.6149 27.9937 23.547 22.3417 41.9525 21.9493 18.7083 20.8613 18.3146 17.0953 threshold=1.0000000180025095e-35 0.47816623747348791 -0.19872651249170301 -0.41879804432392115 -0.48471115529537195 1.9316938519477846 -1.1610853672027586 -0.18846300244331357 -0.48516483604907984 1.4701720476150515 0.44043914973735815 0.084490578621625914 -0.74935758113861073 0.38376969099044805 -0.4248849749565124 -0.65935018658637989 -0.86388289928436268 -0.065431334078311906 -0.66392210125923146 0.44043914973735815 0.1047094687819481 -1.0129473209381101 -0.32874234020709986 -0.11464622244238852 -0.036332577466964715 -0.79379105567932118 -0.83953562378883351 -0.23823335021734235 -0.88868007063865651 -0.16322396695613858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 5 4 12 10 6 14 8 20 17 -3 -10 -1 15 21 -12 23 -4 -19 -20 -6 -2 -14 24 -8 -23 -9 -28 -16 -5 right_child=1 2 9 29 7 -7 16 26 11 -11 13 -13 22 -15 28 -17 -18 18 19 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.033520580966888286 -0.019988646061807835 -0.0313893434598825 -0.027432187102306185 -0.0039753714902979057 -0.0067567239489712307 0.033174094977442663 -0.01651844835686514 -0.027522619640874948 0.02671080959608392 0.034510166435565211 -0.016035894234193795 0.0093003938786675091 -0.024524818858338543 0.021400665821804318 0.061035299994619943 0.0018266829712531092 -0.030045840073863978 -0.027656681374182385 -0.027375916296273724 0.0064538242592554491 0.020853592806349439 -0.030340058077636234 0.0072542618080302648 -0.024696043089695498 0.034151049374027985 0.02013111893336636 -0.016037293132743428 0.020998062531290766 -0.023035440893162239 0.032470704217945741 leaf_weight=49.767658278346062 75.239417430013418 169.71318719163537 577.83509717602283 33.069474168121815 373.95055859722197 95.664700947701931 158.35693977959454 130.48086281493306 1157.2581644449383 56.428523659706116 517.41719144210219 504.15689306333661 195.32789444737136 139.64529431983829 6.5750989504158488 544.50921189785004 2113.0278697516769 222.28787782602012 84.765659431926906 277.84359672479331 125.16317172721028 23.81390006095171 82.708771497011185 295.94699213840067 54.917511127889156 212.04793648980558 100.65319736860693 60.932739853858948 195.89770276658237 918.28262758813798 leaf_count=954 672 1739 7815 272 1783 1353 2055 1149 6731 1060 2599 2775 1965 793 34 2393 43788 1639 912 1546 597 186 564 4063 403 1625 591 405 2323 25216 internal_value=-0.00436791 -0.00832704 0.000303089 0.0212375 0.00578369 -0.0217963 -0.0234759 0.0129492 0.01652 -0.0168817 -0.00702845 0.0214315 -0.00765627 -0.00358116 -0.00402626 -0.00687273 -0.027283 -0.0193829 -0.0114188 -0.001446 0.000159913 0.00652084 -0.0150542 -0.0158048 -0.00343789 0.0150034 -0.0134449 -0.00203629 -0.0202519 0.0311983 internal_weight=9553.69 8274.53 5043.04 1279.16 3823.88 3231.49 3135.82 2452.6 2160.53 1219.16 1371.28 1661.42 327.804 1201.57 513.574 1061.93 2622.25 1162.73 584.897 362.609 499.114 311.101 278.037 509.221 213.274 235.862 292.067 161.586 202.473 951.352 internal_count=120000 91029 34527 28971 21555 56502 55149 14031 11886 12972 7524 9506 3483 5785 4840 4992 50309 11912 4097 2458 2380 2483 2529 6521 2458 1811 2145 996 2357 25488 is_linear=0 shrinkage=0.05 Tree=177 num_leaves=31 num_cat=0 split_feature=501 281 361 479 437 331 500 434 486 500 272 445 503 385 432 275 464 513 506 416 501 404 516 316 339 458 486 490 496 404 split_gain=140.507 63.0951 95.8382 64.6541 51.1097 50.914 39.1736 38.3539 35.0771 40.631 38.7371 32.7759 37.2046 33.4455 28.7002 26.1914 25.0785 26.3355 26.1696 22.6853 20.7687 31.5635 20.9666 18.8445 17.6692 16.1281 16.1022 15.7795 15.2135 14.3508 threshold=-1.5247683525085447 -0.24602714926004407 -0.041412819176912301 -0.39381648600101465 0.38239572942256933 0.49446211755275732 1.2290417551994326 0.30113036930561071 0.31644065678119665 1.0661941766738894 0.070718936622142806 -0.70233505964279164 0.26829354465007788 -0.15198429673910138 -0.58562904596328724 0.91434109210968029 -0.87485370039939869 0.514366775751114 -0.30397330224514002 -0.48471115529537195 0.72277274727821361 0.88425904512405407 1.0682604312896731 -0.024531057104468342 -0.78313234448432911 -0.4344343096017837 0.71086943149566661 -0.43603534996509546 0.13099176436662677 -0.54329413175582875 decision_type=2 2 2 2 2 2 2 2 2 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 6 15 7 11 8 9 -5 -10 12 13 -2 -9 27 -7 18 -18 -16 22 -22 -13 -19 -4 -14 29 28 -3 -8 right_child=1 2 24 5 -6 16 26 14 10 -11 -12 20 25 -15 19 -17 17 23 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.03290180274366019 -0.0079768890032856279 0.025568969489580668 -0.0038875708734171181 -0.0016124504425729727 0.029559782335015796 -0.0094183295527870067 -0.027537489714527009 -0.0018003799276554316 0.013282716393044874 -0.015498222037918159 -0.0063012030962669267 0.0093051523916014966 0.0084498977743682792 0.0077437344657455935 -0.004705397122580353 -0.016123654214387533 0.0069473378486697218 0.014379803614442275 -0.0062924595493783113 -0.019445212043288244 0.0078004963124718857 -0.021745613527968291 -0.029527001244107554 0.0011958158384721195 0.0056986607327180082 -0.0069709660457260465 0.012992713291619948 0.00025532569602166222 0.0048515511798736611 -0.0067349055611013306 leaf_weight=291.70018068607897 1288.5025090072304 267.90947153232992 851.89280184730887 2208.9853674005717 612.51380977034569 354.66386150568724 140.32151026651263 601.98120770603418 651.0095412004739 692.15219949558377 411.98372599668801 3793.7986234873533 1445.4662914387882 458.40810823440552 371.7954811360687 86.683014504611492 736.32360012456775 835.87639452144504 756.61145989596844 884.63909383676946 242.15097497776151 144.00332237780094 34.926744032651186 402.37562456540763 1102.0119874998927 191.64838324487209 59.014934167265892 163.92655496299267 133.44014783017337 204.73683839663863 leaf_count=23564 4970 1413 3634 10467 6653 2073 589 2789 2480 3430 1491 15243 5848 1966 1907 575 2975 4106 3197 6398 1209 1141 950 1946 5304 989 210 872 653 958 internal_value=0.00154419 0.00204375 0.00846063 0.000822231 0.0191859 -0.00210764 0.00408418 -0.00485976 -0.00207956 -0.00492746 0.00568801 0.00489135 0.00122476 -0.00384856 -0.010787 0.00942894 0.00308358 0.00470916 0.000234159 -0.0150882 0.00783388 -0.00320757 0.00894885 0.0101001 0.00151657 0.00664129 -0.0110803 0.0133583 0.0186963 -0.0152145 internal_weight=20421.5 20129.8 3218.38 16911.4 1264.47 8908.4 8002.98 5822.55 3964.13 2901.14 1062.99 7598.9 3384.03 1746.91 1858.42 651.959 3085.85 2731.19 1492.94 1256.43 4214.88 386.154 3828.73 1238.25 1953.9 1637.11 404.073 565.276 401.35 345.058 internal_count=120000 96436 19104 77332 10166 43259 34073 28962 17868 13897 3971 32316 13773 6936 11094 3513 14297 12224 6172 8305 18543 2350 16193 6052 8938 6837 1757 2938 2066 1547 is_linear=0 shrinkage=0.05 Tree=178 num_leaves=31 num_cat=0 split_feature=505 516 497 384 264 441 504 399 477 499 499 46 260 393 450 391 516 427 507 450 394 521 42 168 407 407 334 455 452 352 split_gain=137.563 84.4303 76.6844 67.4232 67.875 73.9626 47.8731 42.2356 39.1544 36.3327 34.1797 30.4906 29.384 26.5721 25.6704 21.0098 20.4337 18.9459 16.9472 15.512 15.2045 16.1186 11.5481 11.4588 12.9035 20.3943 10.3673 10.0084 8.74585 9.05271 threshold=-0.73250573873519886 1.9316938519477846 1.2757804989814761 0.16033682972192767 -0.40126365423202509 -0.1576411575078964 -0.64543122053146351 1.2063246965408327 0.017870933748781685 0.42009218037128454 0.40857876837253576 -0.089768558740615831 1.0000000180025095e-35 -0.70686537027358998 -0.74585178494453419 0.30176533758640295 -0.39507739245891565 -0.54635021090507496 -0.55444315075874318 -0.79275259375572193 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0.12681467961798717 -0.018065377505201412 -0.020917302714612365 -0.010575702738236267 0.13363253564015606 0.0026696117761556802 0.05293783246066508 0.070966376487160421 -0.014138332462879667 leaf_weight=278.61911044828594 4986.756508121267 170.07199739012867 23.880950886756182 101.27780027873814 431.36224994808435 1685.9865763513371 976.48296041693538 142.40101306512952 1771.8907908108085 5.7111038118600828 181.72712698299438 321.149588547647 588.56318730674684 2635.5565461087972 307.73585704527795 742.63213471323252 743.44713424425572 1237.699778623879 24.580351885408167 347.83945213072002 55.594356101006269 4.1534502059221268 135.47512995358557 38.363510770723224 26.41309754550457 4.5585250761359921 81.962641061283648 3.7718005813658229 3.8742821831256142 122.71471174154431 leaf_count=19175 22641 6496 107 3003 2655 7384 4531 643 7758 49 1077 1649 2589 11697 4145 3190 4713 10369 179 2229 473 32 1174 255 174 34 759 22 23 775 internal_value=0.000506211 0.00157155 0.00192295 0.00257422 0.000566654 -0.00506627 0.00770476 0.00848507 0.00312703 -0.0154147 -0.017252 0.00139885 0.00546329 0.00608324 -0.0209633 -0.00205109 0.0182711 -0.0128435 -0.011684 -0.0179637 -0.00702542 0.0531149 -0.0101827 1.5242e-05 0.0145725 0.0374974 0.0111988 -0.0256343 -0.00266739 -0.00364385 internal_weight=18182.3 17153.6 16983.5 16369 11766 3676.2 4602.94 4497.89 8089.84 614.513 1028.69 2007.14 5575.32 3612.04 508.67 2514.52 885.848 1669.06 750.071 441.755 200.934 9.86455 191.069 93.9155 55.552 29.1389 105.844 105.05 308.316 304.442 internal_count=120000 96079 89583 82844 58235 22057 24609 21584 36178 6739 23921 9033 25230 16228 5873 10948 5356 13024 4746 2871 1728 81 1647 642 387 213 866 3025 1875 1852 is_linear=0 shrinkage=0.05 Tree=179 num_leaves=31 num_cat=0 split_feature=501 499 499 501 479 413 516 422 264 439 506 450 512 466 500 398 499 505 395 510 506 386 395 516 457 490 504 462 505 501 split_gain=359.473 355.289 212.737 211.798 153.828 141.643 123.051 113.353 86.8201 53.113 51.9893 49.6107 41.8526 35.1155 31.9639 30.0852 27.945 27.7764 26.1726 24.1018 22.7435 20.6261 20.0541 19.64 18.319 18.238 16.2015 14.4698 14.3355 17.374 threshold=-1.5247683525085447 0.44043914973735815 0.35267814993858343 0.48275098204612737 -0.49601840972900385 -0.57198646664619435 -0.041327696293592446 -0.24606917798519132 -0.46464976668357844 -0.26097010076045984 0.060069032013416297 -0.75154176354408253 0.6788156032562257 -0.60124459862709034 0.82635974884033214 -0.46929547190666193 0.41324219107627874 -0.013805637136101721 0.76445487141609203 -0.72200605273246754 0.6671549677848817 -0.33247397840023035 -0.59066295623779286 0.24605235457420352 -0.46219964325428003 0.24911282211542132 -0.42037294805049891 -0.4709711074829101 -0.91731533408164967 -0.032968724146485322 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 22 4 10 8 7 17 23 13 28 -9 25 -10 -7 -14 18 -6 -4 -12 -21 27 -2 -5 -25 -8 -20 -16 29 -3 right_child=1 3 16 5 6 14 12 11 9 -11 19 -13 15 -15 21 -17 -18 -19 26 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.033476125705177141 -0.015520202434728623 0.13061233697596975 -0.024004414310823251 -0.019101344466781758 -0.0020308264500151726 -0.030541145534142146 0.034578872897042562 -0.0063610759434809296 -0.0046923499377200658 -0.021528370982514464 -0.018741561251004006 0.018155482551090691 0.021040817884135948 0.021752699333619327 -0.030761201704059229 -0.005795211220199166 -0.033679560498474363 -0.020525660927204949 0.095626147365866193 0.0034591817637946946 0.041059022511759892 -0.0269966313048523 0.025251161648006594 0.013536442756600328 -0.024281448277434829 0.0074545325356811833 0.0054861525361331806 0.0030827662684790309 -0.023044570031260619 0.00010843002664842807 leaf_weight=588.56836197897792 35.19322526268661 2.7538893818855312 212.85836251080036 549.39320472069085 418.63089339248836 828.3367110490799 611.33312497660518 261.04001741297543 167.90496322512627 116.693957737647 75.894009716808796 979.06263954937458 329.11385189369321 493.5831109341234 38.23384103551507 152.53539826348424 1530.8155428227037 395.30382610112429 5.4784225113689891 138.56837041303515 56.779907133430243 150.59720874577761 202.93515394069254 100.21656810119748 46.9148128349334 69.568507548421621 48.671341959387064 178.41918179020286 561.25377481803298 24.707529995590448 leaf_count=23564 335 13 2551 4832 2956 15800 5268 1382 936 1314 534 6082 1485 3336 418 859 29587 3865 33 853 438 2052 1770 532 445 424 446 1822 5846 222 internal_value=-0.00434765 -0.00688329 -0.0251896 -0.00135807 0.00581097 -0.0123042 0.0108339 0.00347335 -0.00193144 0.00954181 -0.0129699 0.0129907 0.0238329 0.0150329 -0.0250932 0.0125322 -0.0310728 -0.0110208 -0.0161018 0.00512587 0.0144289 -0.0127867 0.0192005 -0.0147565 0.00143544 0.0318164 0.0148574 -0.00287822 -0.0213152 0.0138035 internal_weight=9371.36 8782.79 2035.95 6746.84 4076.55 2670.29 3216.59 2054.04 1474.71 778.182 859.957 1240.1 1162.55 661.488 1195.59 481.649 1797.82 813.935 267.008 271.242 195.348 367.25 238.128 696.525 147.131 680.902 54.1498 216.653 588.715 27.4614 internal_count=120000 96436 34722 61714 30227 31487 22321 14285 11395 5586 7906 7464 8036 4272 20092 2344 32617 6821 3030 1825 1291 4292 2105 5809 977 5692 479 2240 6081 235 is_linear=0 shrinkage=0.05 Tree=180 num_leaves=31 num_cat=0 split_feature=501 504 516 306 513 385 506 503 511 506 508 281 437 447 370 507 311 358 456 370 440 516 511 53 340 453 295 323 502 513 split_gain=130.866 58.6899 56.9971 43.9548 40.7628 46.2765 51.4074 40.8128 39.6792 39.1818 41.2029 38.9199 36.9775 31.4855 30.5474 17.3698 17.3104 13.6357 10.0257 8.41947 9.63217 9.08698 7.59205 7.53901 7.17641 6.14415 5.17543 4.37063 4.22641 22.6751 threshold=-1.5247683525085447 -0.662746101617813 2.1909917593002324 -0.55816909670829762 0.65313282608985912 -0.87207764387130726 -0.14402684569358823 0.77057313919067394 1.3955261111259463 -0.204686664044857 -0.12258319556713103 -0.27558955550193781 0.05163498409092427 -0.49203833937644953 0.017796658910810951 -0.62990176677703846 -0.70965343713760365 -0.49054937064647669 -0.22332842648029325 0.9571681320667268 0.01573693007230759 -0.44657945632934565 -0.79833292961120594 -0.40308265388011927 -0.63568913936614979 -0.66700080037116993 -0.45436668395996088 -0.011907438747584818 3.3919570446014409 -0.25320173799991602 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 12 3 4 5 7 -7 -3 9 13 -11 14 15 -5 -6 19 26 -18 -13 21 25 24 23 -14 -2 -21 -10 -23 -1 -30 right_child=1 2 -4 8 11 6 -8 -9 16 10 -12 18 22 -15 -16 -17 17 -19 -20 20 -22 27 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.033564882500823248 0.027132395772678376 -0.0072042372360566573 -0.032966010583619219 0.009577743666814343 0.0023078358387480119 0.0070094230795531764 -0.0028659653282383283 0.01884776333431612 -0.0029666876094552328 -0.011204738512730307 0.0003800154177132591 0.011356363352029483 -0.048535226186273296 -0.00026041443646787041 0.011124032260609443 0.029328237229756433 0.014366421594686566 -0.029506583521071401 0.031594627005289914 -0.071421407557172065 0.036914287802167461 0.0048060398288763927 0.0317951233304496 0.021284895942436714 -0.001783060737360491 -0.020296016405921619 0.062172684449816176 -0.061968111915275417 0.3078370952952254 -0.031091017593726435 leaf_weight=269.7799998158589 27.0248794965446 1849.3007274121046 118.81660100631416 1156.5026513822377 2206.8192791827023 3923.4357139058411 1983.3798085451126 163.4499633461237 4.9641228504478931 1404.504960399121 1690.4354773815721 90.131756251677871 5.7752046138048199 2736.3259089831263 1773.6880782153457 48.0844383276999 19.293612379580736 191.5535650793463 197.71745193749666 9.9893871769309079 4.5695600397884837 3.2958218678832045 285.57909115031362 11.164279557764528 101.49162408336997 15.300351552665234 7.2321483939886075 8.0359994508326036 0.48002163413912091 3.146350289694964 leaf_count=23326 300 6683 4047 4486 9578 16246 9084 633 25 7314 8094 381 20 11886 7076 630 99 2306 871 47 37 14 5839 77 525 80 27 31 14 224 internal_value=0.00151518 0.0019843 0.00154215 0.00175394 0.00358473 0.00146107 0.00369264 -0.00508531 -0.00133982 -0.000676281 -0.0048758 0.00752369 0.0185568 0.00266125 0.00623771 0.00281947 -0.0220961 -0.0254634 0.0252811 -0.00467484 -0.028732 0.000442784 0.0298653 -0.00237069 0.00427487 -0.0408891 0.0354445 -0.0422375 -0.0328361 0.0194881 internal_weight=20311.3 20037.9 19517.6 19398.7 12187.9 7919.57 5906.82 2012.75 7210.81 6987.77 3094.94 4268.36 520.311 3892.83 3980.51 217.792 223.043 210.847 287.849 169.708 29.8593 139.848 302.519 16.9395 128.517 25.2897 12.1963 11.3318 273.406 3.62637 internal_count=120000 96436 88836 84789 50552 32646 25330 7316 34237 31780 15408 17906 7600 16372 16654 1664 2457 2405 1252 1034 164 870 5936 97 825 127 52 45 23564 238 is_linear=0 shrinkage=0.05 Tree=181 num_leaves=31 num_cat=0 split_feature=501 517 394 347 508 506 431 409 437 501 516 501 385 505 464 505 452 424 509 424 141 284 496 462 452 473 98 504 347 510 split_gain=132.641 109.863 56.2576 43.6008 43.4645 66.8352 49.9164 38.801 35.0018 29.1183 35.9885 28.5541 27.7348 31.7332 27.3651 25.1119 25.5624 24.0627 22.4278 20.8459 19.6204 19.0453 18.8122 17.8509 17.2712 18.7113 17.1252 16.9523 16.8837 15.894 threshold=-1.5247683525085447 0.29110155999660497 0.65015035867691051 -0.34391638636589045 -0.023772425018250939 -0.054956922307610505 0.6427353322505952 -0.70508828759193409 0.29692415893077856 0.35938085615634924 -0.068168353289365755 0.78576651215553295 -0.89265498518943776 -0.60661512613296498 -0.059430867433547967 0.2997421026229859 -0.36896744370460505 0.45224949717521673 -0.78369626402854908 1.2144225835800173 -0.62706825137138356 -0.52182179689407338 -0.4449209570884704 -0.40759961307048792 0.46621099114418035 0.47900263965129858 1.7246479988098147 -0.40225315093994135 -0.20545417815446851 -0.80656978487968434 decision_type=2 2 2 2 2 2 2 2 2 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 21 5 6 12 -5 11 10 18 -4 13 -2 23 22 -17 -14 -6 -8 -9 24 29 26 25 -3 -7 -25 -16 -11 right_child=1 2 8 7 9 14 19 20 -10 15 -12 -13 17 -15 28 16 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.033405387271834182 -0.019036943717269852 7.3860475759334287e-05 0.0048418749309429229 -0.001146820385632184 0.015873749472097645 0.011319994844981118 -0.011235517439839401 -0.012062250757936 -0.016071636891875601 0.022739239296748249 -0.02145065511391208 0.028866805315638566 8.909902017893179e-05 0.010923448702990113 0.0085357718317092806 0.0028408464944633099 -0.015712102623106902 0.0079900327648509042 -0.0082434923493409345 0.0031254185709480523 -0.026401061194467224 -0.0095391631086881451 0.0075680473948968197 -0.01756764150880142 -0.016766070634941201 0.025013852793841621 -0.026866155683460926 0.021581143683331323 -0.0085256075359004171 -0.012956364103650857 leaf_weight=283.75174575485289 92.788080263882875 1024.3157642511651 592.59291488863528 341.91649035923183 143.3051685988903 570.76572431251407 825.37776585295796 399.36435460858047 157.11370891612023 36.462109625339508 374.8048233538866 156.48791277967393 3496.2861420353875 1781.7723968653008 745.2345457598567 370.91817690618336 370.81843888945878 1330.9412540355697 293.93577216938138 363.43425716925412 599.7742242179811 965.28511399868876 1170.8441390711814 28.301702050492167 139.2906396118924 81.100968170911074 30.787859596312046 914.5550250671804 179.66677011549473 209.40461687743664 leaf_count=23564 401 6902 3151 2989 435 2564 3809 3486 2214 116 2336 1088 14980 6516 2825 1575 1680 6072 1005 1773 9701 7420 5172 115 1253 487 135 4865 683 688 internal_value=0.000503853 0.00104525 -0.00574982 -0.00858798 0.00331769 0.00484663 0.00259914 -0.0157014 0.00536609 -0.00201294 -0.0100837 0.0098707 0.00427454 0.00943685 0.012026 0.00102144 -0.00642851 0.00226866 -0.000325842 -0.00684111 -0.0206765 -0.00426868 0.00492567 0.0161007 -0.000176911 0.00191025 0.00935315 0.020399 0.00521554 -0.00763527 internal_weight=18071.4 17787.6 4457.24 3551.05 13330.4 10359.9 7890.6 1341.06 906.195 2970.49 812.046 749.081 6701.79 1874.56 2469.31 2158.45 741.737 4827.23 437.241 1188.81 999.139 2209.99 1416.71 1544.41 1244.71 1105.42 601.554 942.857 924.901 245.867 internal_count=120000 96436 38691 32238 57745 44738 33551 16176 6453 13007 3776 4239 27969 6917 11187 9231 3255 21052 1440 5582 13187 16062 5976 7679 8642 7389 2699 4980 3508 804 is_linear=0 shrinkage=0.05 Tree=182 num_leaves=31 num_cat=0 split_feature=501 517 398 462 416 516 398 308 516 516 395 398 495 501 516 439 392 422 413 412 490 501 502 516 505 505 510 493 279 512 split_gain=336.281 349.194 173.385 146.652 129.122 103.731 90.5438 71.173 54.8417 50.1863 42.402 37.3629 42.0846 44.2248 36.6326 36.0472 32.333 31.0499 30.7759 29.4751 25.1278 25.038 24.9107 21.6478 35.8226 21.1041 21.0492 20.7516 15.9157 15.4612 threshold=0.034555964171886451 0.47816623747348791 -0.36919276416301722 -0.41879804432392115 -0.48471115529537195 1.9316938519477846 -1.1610853672027586 -0.57232335209846485 1.4701720476150515 -0.016497248783707615 -0.049397481605410569 0.12400152161717416 -0.67049801349639881 0.55149823427200328 0.38376969099044805 -0.18846300244331357 -0.45483715832233423 0.15296269208192828 -0.86388289928436268 -0.48338536918163294 0.49067457020282751 0.37870916724205023 -0.83600309491157521 -0.20853980630636212 -0.15295466780662534 0.10884941741824151 -0.72200605273246754 -0.1619753614068031 -0.31416592001914972 0.69655528664588939 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 5 4 10 14 6 16 9 11 17 22 12 -4 -14 19 20 25 -6 23 28 -9 -21 -1 -8 -25 26 -2 -5 -3 -11 right_child=1 2 8 27 7 -7 18 15 -10 29 -12 -13 13 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.02883514241895915 -0.015924052093612858 -0.026127255927571182 -0.02528318408895236 -0.0019943688202259716 -0.016246551180932125 0.032657233705577965 -0.026916059297351747 0.026351334022897823 0.034401516531083788 0.032080061026691982 0.030688124708764804 -0.024314000112210479 0.011304875409348738 -0.020351626336647916 0.017390267601507206 -0.0075355102432057746 -0.017348694821292459 0.0073157925182379584 -0.02977272504209541 0.010050376758271591 -0.0030721673134916643 -0.010157844748053658 -0.019528558903195686 0.021329089689940933 -0.018646701771786435 -0.016258300153676655 0.024389616862594266 0.031456340256449493 -0.0050929497134341029 0.010205553439226561 leaf_weight=29.248189212754369 40.307130236178637 299.30649388954043 239.03480072226375 48.613890821114182 317.61732594668865 85.749255944043398 225.79674902837723 1040.0701278038323 55.7965690754354 127.528963573277 60.777084819972515 699.41938728839159 318.13889979757369 168.76236515771598 142.31271355226636 96.287290612235665 229.96670606173575 249.2888659350574 1978.4139468763024 237.24403653293848 77.657344345003366 432.09720726683736 280.63668539561331 82.906044438481331 172.09155170619488 66.013710329309106 160.77944898419082 886.76031300798059 129.53648607805371 223.33036375045776 leaf_count=843 253 2019 1722 407 1784 1309 3672 6674 1135 698 387 8544 1764 1927 836 672 2537 1124 43583 992 377 2130 2686 679 2041 686 1296 25592 706 925 internal_value=-0.00433467 -0.00822274 0.000101071 0.0191652 0.00636518 -0.0215043 -0.023078 0.0138291 -0.0141571 0.00331447 -0.00743852 -0.0160638 -0.00810574 0.000320384 -0.00645746 0.0217728 -0.00360223 -0.00587707 -0.0270122 -0.00955372 0.0243025 -0.00298726 -0.0149398 -0.0156388 -0.00562671 0.00821648 0.0162801 0.0297124 -0.0197879 0.0181775 internal_weight=9201.49 7895.45 4853.43 1306.04 3372.28 3042.02 2956.28 2131.78 1481.15 917.766 370.662 1425.36 725.936 486.901 1240.5 1214.01 497.067 566.906 2459.21 1098.18 1117.73 669.341 309.885 480.794 254.998 267.1 201.087 935.374 428.843 350.859 internal_count=120000 90085 34029 29915 18937 56056 54747 12254 15092 4531 3916 13957 5413 3691 6683 7723 4772 2908 49975 5847 7051 3122 3529 6392 2720 2235 1549 25999 2725 1623 is_linear=0 shrinkage=0.05 Tree=183 num_leaves=31 num_cat=0 split_feature=501 240 500 506 508 490 508 497 486 515 516 505 222 357 504 281 407 392 507 410 410 238 426 313 513 466 191 226 418 385 split_gain=122.213 56.3846 51.7575 46.4573 57.551 46.387 58.0061 46.483 45.3733 41.7376 33.7929 36.8444 33.0452 26.2278 23.6354 22.6953 20.4474 20.439 19.8439 18.5319 18.484 18.3521 18.0345 17.0552 16.3876 14.1907 13.9211 12.3295 12.2474 12.2089 threshold=-1.5247683525085447 -0.044782031327486031 1.2109310030937197 0.0081662526354193705 -0.080573249608278261 -0.43808145821094507 -0.12558755278587339 0.20301839709281924 0.41332326829433447 0.33711117506027227 1.9316938519477846 0.39049696922302252 -0.17955780774354932 -0.035676455125212662 -0.61055871844291676 -0.2509686797857284 0.23620059341192248 0.11042568832635881 0.1884880065917969 0.68547970056533825 -0.29619406163692469 -0.12598896026611325 1.1756132841110232 0.51687034964561474 0.083200283348560347 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0.00381868 0.000367648 0.0118767 -0.0079252 0.00625897 0.0102747 -0.0089261 -0.0128579 0.025192 0.0125542 -0.000643156 0.0198559 -0.0054504 -0.000124608 0.0325234 0.00896742 -0.0184115 internal_weight=20204 19947.2 18979.4 17214.3 5572.74 11641.6 7564.77 4076.84 1765.07 6015.21 3767.82 3696.36 967.748 638.727 1279.51 2797.33 272.21 587.462 1549.57 1804.92 1126.34 380.285 366.518 492.374 187.871 483.082 399.591 263.195 332.276 643.258 internal_count=120000 96436 89981 81767 28284 53483 34316 19167 8214 27868 18892 16389 6455 2297 6322 12845 884 3799 6448 9392 5917 2656 1413 2183 1818 2431 1981 1914 1313 3486 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=31 num_cat=0 split_feature=501 517 507 506 501 431 475 503 508 393 281 503 296 498 504 384 409 424 512 428 519 497 359 424 516 337 512 78 510 421 split_gain=124.179 100.745 56.1522 63.7672 47.8951 41.0608 41.0115 38.9564 33.51 30.2125 28.4382 27.6078 25.2453 25.0094 22.0191 21.2233 25.9419 21.0036 23.9429 20.2156 19.8127 19.445 18.3929 18.2164 17.5982 17.0087 16.9335 15.9244 15.8186 15.7447 threshold=-1.5247683525085447 0.99397027492523204 0.15628675371408465 -0.054956922307610505 0.39676289260387426 0.6427353322505952 -0.15744177252054212 0.45064975321292883 -0.19346807152032849 -0.36053304374217982 -0.37486051023006434 0.30981861054897314 -0.59113112092018116 -1.5531888604164121 -0.5732942223548888 0.16033682972192767 -0.6972350776195525 1.2144225835800173 0.093509543687105193 -0.20632632821798322 -0.029249836690723893 0.48754040896892553 0.18374264985322955 -0.24064869433641431 -0.15808611363172528 0.26555691659450537 0.98696553707122814 -0.2670642882585525 0.5174570381641389 2.9256268739700322 decision_type=2 2 2 2 2 2 2 2 2 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 22 9 14 12 11 13 23 -5 27 -2 -3 16 -16 18 -7 -14 -8 24 -4 -9 -10 -11 -23 -6 -18 -24 right_child=1 6 4 8 7 17 20 10 21 25 -12 -13 19 -15 15 -17 28 -19 -20 -21 -22 26 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033375134210162041 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463.19106613472104 385.692013412714 603.77208509109914 426.91672888956964 323.09227653965354 210.37209668941796 176.93086894974113 341.05518119223416 784.83195195160806 367.41353947948664 4.8539361208677283 356.41210215725005 487.44799072761089 12.89723080396652 leaf_count=23564 1012 1817 4809 1534 2679 1818 2593 1498 2847 12167 890 3476 1727 17297 6679 2468 2803 1912 2470 1975 6464 996 905 1524 3601 1627 20 1452 5333 43 internal_value=0.000499846 0.00101039 0.00264821 0.0043919 -0.00275883 0.00224071 -0.00768192 0.000874555 0.0109769 0.00370668 -0.00812789 0.0178829 0.00504917 0.000739173 -0.00448065 -0.00353781 -0.00585542 -0.00601061 -0.0102187 -0.00120674 -0.0191151 0.00659327 -0.0118334 -0.00336845 0.00863595 0.0072401 -0.00743458 0.010741 -0.0114261 0.00221181 internal_weight=17959.4 17693 14888.4 11258.6 3629.78 8486.99 2804.64 2591.64 2771.61 7207.19 820.647 1075.63 1771 3918.12 2191.58 2117.2 1743.93 1279.8 894.11 843.31 613.062 1695.97 1038.14 651.14 1480.75 3289.06 215.226 927.687 950.639 189.828 internal_count=120000 96436 68279 50777 17502 38303 28157 11745 12474 32103 3912 5010 7833 18309 19100 17283 14815 6200 4288 3702 9057 7464 5757 3022 6448 13794 1016 4131 8136 948 is_linear=0 shrinkage=0.05 Tree=185 num_leaves=31 num_cat=0 split_feature=499 499 516 512 413 497 433 495 499 505 516 331 359 498 511 505 398 498 302 438 516 502 505 444 498 445 319 398 453 412 split_gain=315.576 456.161 215.964 188.106 148.389 110.04 93.2621 58.0489 57.7068 52.2228 46.4769 45.3569 44.5715 37.1035 35.2964 32.9387 31.0613 27.7568 27.2266 25.7051 23.3226 22.3731 21.8569 20.4737 19.7955 19.2942 17.2026 17.033 15.2571 14.2888 threshold=0.26323355734348303 0.44043914973735815 -0.27109995484352106 0.47727812826633459 -0.62607738375663746 0.3874379843473435 -0.50954437255859364 -0.55470868945121754 0.40520316362380987 -0.84064537286758412 0.18905099481344226 -0.035322576761245721 -0.35319243371486658 0.5115342140197755 1.1286929249763491 0.047174392268061645 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9049 1050 508 419 1170 712 39 346 internal_value=-0.00433219 -0.00671355 -0.00069113 0.00533032 -0.000254685 -0.0141134 0.00731666 0.0235873 -0.0290449 -0.0210726 -0.0033761 0.0168601 0.00498759 -0.0141306 -0.0241814 0.00585966 -0.00879912 0.0311756 -0.00799842 -0.003055 -0.0113916 -0.00696035 0.0337858 0.006745 0.010773 0.0205738 0.0218581 0.00659609 -0.0122231 0.0213499 internal_weight=9030.78 8480.56 6679.52 4610.75 3530.55 2068.77 2283.99 1080.21 1801.04 1516.51 1076.92 1207.07 552.263 1246.56 1363.5 324.035 902.922 756.171 276.424 173.164 149.012 323.16 703.926 146.559 114.45 175.023 229.103 153.007 67.0983 85.909 internal_count=120000 99762 66144 38817 26028 27327 13622 12789 33618 22928 6328 7294 4399 12406 21748 1935 6364 10854 3130 2017 978 2688 10118 1660 920 957 1711 1180 751 429 is_linear=0 shrinkage=0.05 Tree=186 num_leaves=31 num_cat=0 split_feature=501 437 413 515 335 501 439 433 264 445 385 441 457 512 404 222 503 506 281 295 151 46 481 153 108 230 506 16 515 495 split_gain=114.166 53.9798 52.1306 40.8599 41.3738 76.3375 54.9774 63.5653 46.4232 33.8697 32.3655 29.5417 24.94 23.3409 23.1345 22.9859 20.9892 19.2896 15.9011 15.7789 13.9641 13.7656 16.5623 14.4236 13.5902 12.7622 12.0157 11.7108 9.18502 8.75775 threshold=-1.5247683525085447 1.2243368029594424 -0.60465183854103077 2.7018429040908818 0.4585623592138291 0.70621806383132946 -0.43365651369094843 -0.50111180543899525 -0.47222286462783808 -0.6624910533428191 -0.008683517109602688 -0.44522215425968165 2.3555971384048466 0.94975897669792186 0.5964457392692567 -0.29100315272808069 0.77057313919067394 -0.088357269763946519 -0.36709901690483088 0.43231369554996496 -0.58785191178321827 -0.072828080505132661 -0.42612619698047632 -0.14639583230018613 -0.22899361699819562 -0.34385147690773005 0.20606651902198794 -0.16442812234163282 -0.45919594168663019 0.067494910210371031 decision_type=2 2 2 2 2 2 2 2 2 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 16 4 6 10 7 9 -9 -2 15 12 -8 -13 24 -6 21 -12 -4 -20 25 22 26 29 -7 -18 -3 -24 -16 -23 right_child=1 2 18 -5 5 14 11 8 -10 -11 17 13 -14 -15 28 -17 20 -19 19 -21 -22 23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.032705242452224663 0.00039716789068826286 0.0071800644249822021 0.0092051148576564375 -0.03037760597912359 -0.011537627831410501 -0.011903715765979796 0.012244507134887075 0.00063268659900961527 -0.0092900735118180613 0.0096436335753422534 0.0096790015507569535 0.002644859104027925 -0.0091572994863872176 0.017820720359302138 0.018870623318659741 0.0015567414313464912 0.027878578501586176 -0.0027103393888283072 0.033319768867138486 0.0066918346582302488 0.039586954459988472 -0.014322084026145833 -0.029231234142877545 0.032509683259451257 0.017113930536322926 -0.043882133412262797 -0.016481359397328109 0.0039815755856671946 -0.025010728829750681 0.021598345154278126 leaf_weight=241.38638655189425 2183.8981608785689 217.18035330250859 140.72399935126305 101.58757953159511 706.18369020335376 145.74200869351625 2019.7894249167293 2541.3977769222111 2196.7876010145992 1813.8945213854313 936.17758655361831 3957.7180332988501 145.61879469081759 270.78192663937807 12.022338857874272 636.6230709888041 13.255506550893189 471.96399029903114 330.94925067573786 67.529911370947957 57.47929904051125 46.616505417972803 95.578068241477013 55.484877161681652 55.599019981920719 11.423470618203281 71.107347518205643 36.351595588028431 491.2234764136374 26.524489900097251 leaf_count=23564 8346 806 708 3654 2666 783 9995 11221 11970 7094 3750 17629 670 1018 84 2283 91 2411 4662 471 279 150 322 263 302 46 232 119 4321 90 internal_value=0.00146537 0.00188117 0.0122987 0.00122848 0.00140167 -0.00353402 0.00252928 -4.86904e-05 -0.00396689 0.0045939 0.000225424 0.00605228 0.0108026 0.00361826 -0.0182172 -0.00532623 0.00253351 0.00552304 0.0237146 0.0288225 0.0260891 -0.000987618 -0.00537727 0.0133075 -0.00386134 -0.00517947 0.00132285 -0.0200459 -0.0239489 -0.00121561 internal_weight=20098.6 19857.2 1170.2 18687 18585.4 3455.54 15129.9 8735.98 4738.19 3997.79 2750.95 6393.91 2165.41 4228.5 704.587 1342.81 631.002 1408.14 539.203 398.479 82.1583 548.843 420.217 128.626 201.341 24.679 288.288 131.93 503.246 73.141 internal_count=120000 96436 8239 88197 84543 16600 67943 38631 23191 15440 11110 29312 10665 18647 5490 4949 2398 6161 5841 5133 416 1982 1479 503 1085 137 1038 441 4405 240 is_linear=0 shrinkage=0.05 Tree=187 num_leaves=31 num_cat=0 split_feature=501 517 498 46 42 18 347 409 501 203 452 133 510 393 86 384 491 199 435 506 500 518 347 509 154 161 441 503 497 497 split_gain=116.284 94.5455 59.5255 38.2171 47.1327 36.6927 36.5946 38.8044 31.8932 31.6604 27.4748 26.9074 24.6351 23.694 31.2477 22.805 25.6094 22.4571 22.1454 21.3734 21.1377 20.9251 20.8777 16.9495 16.7974 15.631 15.598 15.2084 13.9387 13.156 threshold=-1.5247683525085447 0.098409730941057219 0.53461605310440075 -0.098837114870548234 -0.16450852155685422 -0.24042166024446485 -0.34391638636589045 -0.70508828759193409 0.81474176049232494 0.13008859008550647 1.9190909266471865 -0.21986442804336545 0.62862056493759166 -0.11474369838833808 -0.17333465814590451 0.53604769706726085 -1.0319421887397764 -0.60192015767097462 0.34797064960002905 -0.39992989599704737 1.0661941766738894 2.2619051933288579 -0.15995404124259946 -0.31606402993202204 -0.22502890229225156 -0.37528027594089503 0.80438300967216503 -0.14886166900396344 -0.49562990665435785 1.4360503554344179 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 6 5 27 10 15 -8 12 20 13 -6 23 19 -15 16 -3 -9 -17 -2 -7 -14 -22 -4 -13 -11 -18 -5 -27 -25 right_child=1 2 8 4 11 9 7 17 -10 25 -12 24 21 14 -16 18 26 -19 -20 -21 22 -23 -24 29 -26 28 -28 -29 -30 -31 leaf_value=-0.033345495950140018 -0.0033166807416769185 0.0033140677249138082 -0.017069428229611286 -0.013480788859535658 -0.00051033891027745914 0.011171410579925588 -0.0017301779599092843 -0.010568775364374922 0.022320911158253843 0.0085802111636555396 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523.38099162932485 7.9527583848685017 leaf_count=23564 7119 4132 297 556 1265 4610 3649 3718 1370 4641 1665 215 2210 8037 466 1698 9000 10442 443 14202 1009 464 248 3501 2481 817 936 4926 2279 40 internal_value=0.000489217 0.000970798 -0.00485664 0.00327533 -0.00272693 0.00453715 -0.00855756 -0.0148191 0.00320417 0.00900484 0.002566 -0.012357 0.000541948 0.00327065 0.00778567 -0.00427872 -0.00640497 -0.0201682 0.00892258 0.00136068 0.0149152 -0.00856117 0.0256083 0.0054543 -0.0194278 0.00480124 -0.0101671 0.00285664 -0.000738204 0.00755777 internal_weight=17851 17600.7 4987.24 12613.5 2190.34 10423.1 3418.39 1387.11 1568.85 3189.99 7233.13 804.164 1377.4 6874.31 2042.67 2031.27 1749.87 984.383 281.41 4831.64 1325.24 482.388 343.161 895.009 503.287 1864.75 1261.91 1386.18 755.724 818.828 internal_count=120000 96436 41900 54536 9443 45093 34018 17809 7882 13604 31489 3961 6512 29824 8503 16209 14068 14160 2141 21321 5867 2674 1257 3838 2696 7737 9936 5482 3096 3541 is_linear=0 shrinkage=0.05 Tree=188 num_leaves=31 num_cat=0 split_feature=499 499 516 512 413 497 264 499 495 505 359 398 500 516 463 505 475 511 398 500 502 516 505 445 503 284 405 397 509 516 split_gain=294.304 438.378 201.801 175.635 139.195 104.553 88.9835 57.1301 55.1792 50.2381 41.852 38.2734 35.9556 35.7049 34.9728 30.7816 29.8728 29.8455 29.4718 26.4925 20.9922 20.5359 19.8962 19.1377 18.6551 16.8985 16.5842 15.9136 13.5929 12.7175 threshold=0.26323355734348303 0.44043914973735815 -0.27109995484352106 0.47727812826633459 -0.62607738375663746 0.3874379843473435 -0.46029269695281977 0.41324219107627874 -0.55470868945121754 -0.84064537286758412 -0.35319243371486658 1.0000000180025095e-35 -0.042581370100378983 0.18905099481344226 -0.16102939844131467 -0.018472646363079544 -0.15744177252054212 1.1970827579498293 -0.4105676114559173 -0.46535724401473993 -0.10174452885985373 -0.097571380436420427 0.074909877032041564 -0.60733869671821583 0.27284319698810583 -0.58353665471076954 0.4144712388515473 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0.040731370907723267 0.030832248963922504 leaf_weight=522.42732049711049 219.206268616952 61.066073550842702 91.758743800222874 799.12173064425588 334.08711981587112 206.78812919277698 997.2753052636981 1408.8918442828581 51.900624910369515 807.57450858410448 58.853521733544767 116.21312456950545 497.36009201407433 362.09819070063531 424.75924727879465 106.88028400298208 115.35488455928862 97.004403403028846 400.55475229397416 212.83872887119651 88.850268905982375 57.333750808611512 476.53966021724045 66.714388744905591 25.35587858594954 22.56129748839885 45.114180269651115 123.23745720088482 8.4384106229990703 68.636557180434465 leaf_count=20238 2633 537 479 5402 6021 1768 5375 29667 736 15208 479 883 2901 1962 5674 741 1270 866 3484 1069 558 342 9049 373 362 316 226 1006 48 327 internal_value=-0.00430316 -0.00658097 -0.000678645 0.0051467 -0.00025091 -0.0137981 0.00707878 -0.0288146 0.0229396 -0.0207011 0.00484944 0.0171777 -0.0137876 -0.00260133 -0.0238177 0.00566015 -0.0104898 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12.5101 threshold=-1.5247683525085447 -0.044782031327486031 1.2109310030937197 -0.31758506596088404 0.0081662526354193705 0.028905099257826809 -0.46868988871574396 0.83454504609107982 0.86440530419349682 1.3274520039558413 -0.063988607376813875 0.19051560759544375 1.2276707291603091 -0.55712369084358204 1.3266081213951113 -0.37842439115047449 -0.34809894859790796 0.12971652299165728 -0.2952664047479629 -0.18067122995853421 -0.37614399194717402 0.33965434134006506 0.08643933013081552 0.55881962180137645 -0.40172618627548212 0.42447945475578314 -0.12690127640962598 0.7680947780609132 2.5818531513214116 0.35715490579605108 decision_type=2 2 2 2 2 2 2 2 2 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 13 6 17 7 8 -2 11 16 -8 14 25 -7 18 -3 24 -12 21 -21 -15 -14 -18 -6 -4 27 -5 -17 -28 right_child=1 10 3 26 5 12 9 -9 -10 -11 15 -13 22 19 -16 28 23 -19 -20 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.032636577601822585 -0.0014071340755048604 -0.0071855204585351265 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267.6147992964834 129.30825004726648 339.01628895662725 62.64015463553369 565.92354371026158 57.104104690253735 273.83490686118603 77.899491738528013 26.73441706225276 45.834285503253341 leaf_count=23564 20781 1182 612 2347 2236 16079 15213 561 2122 2346 88 12460 2437 1095 1453 3686 744 1400 70 545 946 436 2205 578 2474 223 1240 310 107 460 internal_value=0.0014409 0.00183266 0.00126041 -0.00648221 0.00205257 -0.00138169 0.00369685 0.000529292 -0.000106681 0.0065734 0.0131762 0.0075788 0.00113038 0.00121306 0.00313235 0.0220895 0.00338902 -0.00921414 -0.0108887 0.006 -0.00176933 0.0140139 -0.00791168 0.0131138 -0.0124917 -0.0164779 -0.014327 -0.0190323 0.0249544 -0.00628617 internal_weight=19989.2 19762.3 18813.7 1745.55 17068.2 5525.18 11543 5494.48 5386.67 6048.49 948.547 5652.7 4183.02 880.897 3425.27 496.104 452.443 1342.15 39.4908 693.574 351.883 341.691 757.757 235.926 1022.62 187.323 864.657 544.988 456.613 319.669 internal_count=120000 96436 89981 8214 81767 28284 53483 23464 22903 30019 6455 27673 22174 3857 17532 3951 2504 6110 158 3022 1491 1531 4642 1322 4710 835 4357 2657 3793 1700 is_linear=0 shrinkage=0.05 Tree=190 num_leaves=31 num_cat=0 split_feature=501 517 394 507 264 506 431 437 475 508 501 385 413 490 503 501 497 499 495 497 424 512 448 430 361 484 516 457 498 53 split_gain=108.967 87.413 55.09 39.2923 38.9245 35.2423 36.481 33.8665 32.6207 28.8727 26.6596 26.1551 29.3205 26.0667 24.1863 32.8662 22.8309 22.1362 21.5422 20.6555 18.5495 19.6201 17.7083 20.1443 17.4962 17.2125 16.797 15.5616 15.4756 15.4348 threshold=-1.5247683525085447 0.098409730941057219 0.71687608957290661 0.43309569358825689 -0.49009247124195093 -0.054956922307610505 0.6427353322505952 0.2226250767707825 -0.15744177252054212 -0.1755595579743385 0.78576651215553295 -0.89265498518943776 -0.36218301951885218 -0.42591889202594752 0.46014463901519781 0.5644441843032838 0.48754040896892553 0.42196199297904974 0.98186796903610241 -0.53183504939079274 1.2144225835800173 0.10513334721326829 -0.33482544124126429 -0.14503493160009381 0.48322208225727087 -1.0137752890586851 -0.26560251414775843 1.0671530365943911 -0.57397976517677296 -0.10894202813506125 decision_type=2 2 2 2 2 2 2 2 2 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 5 22 6 11 10 27 19 -4 13 -13 -2 15 29 26 -18 -16 -7 21 -8 25 -24 -10 -3 -11 -6 -27 -5 right_child=1 2 7 14 8 9 20 -9 24 16 -12 12 -14 -15 18 -17 17 -19 -20 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.033316086816590443 0.0025550039440194509 0.0037052851988902168 0.0052975680867706383 -0.00092515269582289089 -0.0089606060762492876 -0.0046926250949086857 0.00054776067418181487 -0.013966949313020623 -0.02479171424730351 0.016210473429036903 0.027044420364251132 -0.0032246479992728994 0.0050514229687733617 0.014520885393610275 -0.0068233624149551496 0.0086918082279786417 0.023762824128765354 -0.016203417245368716 -0.030202772440699716 0.017701812311439507 0.0037113105732502136 -0.016227163960826834 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-0.00733805 0.0043556 0.00249064 0.00585234 -0.0117087 0.00881138 0.0101697 0.00394422 0.00190839 0.00898595 -0.00335838 0.000255527 0.00528135 -0.00920138 -0.0119117 0.0153552 -0.00589804 -0.0102649 -0.00169824 0.00939267 -0.0210581 -0.00401281 0.00721946 -0.00778103 -0.00791496 -0.00683431 internal_weight=17738.8 17503.6 4939.92 12563.7 3950.48 10609.5 7480.06 989.438 2225.11 3129.48 812.704 6375.91 4542.71 1833.2 1954.14 1373.38 2033.47 239.657 580.763 1096 1104.16 759.517 1725.37 297.474 657.735 1427.9 1793.82 1567.38 948.829 745.927 internal_count=120000 96436 41900 54536 34971 45714 31798 6929 24152 13916 4594 26527 19725 6802 8822 5723 8761 1113 3099 5155 5271 3570 10819 1537 10038 9282 7648 14114 5654 2693 is_linear=0 shrinkage=0.05 Tree=191 num_leaves=31 num_cat=0 split_feature=501 475 517 499 385 450 516 398 264 515 514 418 428 497 501 516 499 499 506 439 331 422 505 438 495 522 404 357 505 418 split_gain=286.46 223.121 210.154 170.025 112.433 98.5272 91.6961 61.7162 59.6164 58.419 48.6485 44.9786 43.8603 38.0896 33.7695 58.7162 44.6324 48.5796 29.7684 28.2482 27.355 23.2899 23.0897 22.9865 21.9172 20.7266 20.4875 19.7612 19.6247 16.8018 threshold=0.38224689662456518 -0.15744177252054212 0.66716027259826671 0.44043914973735815 -0.55477023124694813 -0.89163991808891285 -0.24784202873706815 -1.1943318843841551 -0.46904626488685602 3.1477131843566899 0.91199100017547619 0.57906919717788707 -0.38947203755378718 0.3874379843473435 -1.5247683525085447 -0.48697647452354426 0.44043914973735815 0.39533230662345892 -0.42458884418010706 -0.92710840702056874 -1.2839949727058408 -0.3437941968441009 -0.30187740921974177 0.1047797128558159 -0.56273496150970448 1.6733629107475283 -0.38301216065883631 1.0488139986991885 0.1700992360711098 0.12407387793064119 decision_type=2 2 2 2 2 2 2 2 2 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 25 8 -5 13 20 -4 -9 19 24 27 -7 -3 -16 17 -17 -15 26 29 -12 -22 -14 -8 -1 -6 -10 -13 -2 right_child=2 14 4 5 10 6 11 9 12 -11 21 28 23 18 15 16 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.030655342520699288 0.0011174000182780414 0.03319683868753439 -0.0060815104826984516 -0.016641496464129785 0.014621080056137353 -0.014831643878642345 -0.0018226605926469368 -0.029337007308342569 0.025746408469420248 0.033081067690012074 -0.016063270940359125 0.038556579899595336 -0.021889400129868758 -0.0055836416468877303 -0.023880171406196461 0.033367079003552395 0.025810173395441366 -0.022688636725848716 0.033262016629017226 -0.022950772841585768 0.012585932116866205 0.016215819787942329 -0.01884985911108596 0.0094310906820123282 0.018280669492358102 0.039390410332940905 -0.013509013780668301 -0.01200321675513831 0.014843829208171537 0.081652889976544962 leaf_weight=492.31757030263543 11.916410309262575 441.85703798756003 535.14220757223666 475.07811780273914 91.82156546227634 402.10035357065499 239.82247620820999 1741.9996564351022 521.53426390141249 38.156701985746622 81.329064812511206 288.1257176976651 91.236575401388109 109.11925223004073 82.258930053561926 59.744788184762001 702.80152337346226 108.96427027788013 89.593166887760162 803.18582327384502 89.648338450118899 177.45546243526042 166.60436858423054 163.1083424706012 310.51396031677723 10.648507483303545 217.98396010044962 36.892349546775222 126.54410994611681 14.434164213016627 leaf_count=7304 109 22837 2822 4083 429 4139 1317 41793 3353 542 529 1216 879 573 1085 627 5851 1373 416 8859 662 1159 2046 829 2416 148 1259 165 1092 88 internal_value=-0.00428905 0.00569392 -0.0125134 -0.00311815 -0.00338295 0.00329711 0.00935046 -0.0245485 0.00687013 -0.0279945 -0.0134611 0.0188982 0.0154036 -0.00597717 0.0217587 0.0164515 0.0202663 -0.00280005 0.0119134 -0.0180022 -0.00282135 0.00604976 -0.00783213 -0.00178848 0.00951233 -0.0291549 -0.00515353 0.0232418 0.0313376 0.0455636 internal_weight=8721.94 3939.49 4782.45 2543.86 2719.69 2040.9 1565.82 2062.76 1347.91 1780.16 1371.78 965.006 812.772 600.813 1395.63 953.77 871.511 168.709 198.712 1112.99 282.603 258.785 256.253 254.345 550.336 502.966 309.806 558.427 414.67 26.3506 internal_count=120000 54477 65523 22704 20283 15252 11169 45240 8048 42335 12235 6041 5226 5128 31773 8936 7851 2000 989 10547 2905 1688 2708 1708 3733 7452 1688 3518 2308 197 is_linear=0 shrinkage=0.05 Tree=192 num_leaves=31 num_cat=0 split_feature=501 281 350 475 511 335 501 445 503 392 390 516 422 468 506 260 281 466 339 512 516 331 306 284 498 108 497 416 125 161 split_gain=99.4329 48.7343 92.9492 50.0942 35.6861 33.9402 50.8468 41.7745 40.0631 31.1618 27.2963 26.7164 25.5274 25.1482 21.4567 19.992 19.6185 18.2901 17.6715 17.0598 16.6678 16.3287 14.4843 14.2008 15.4993 14.1599 14.123 13.0718 13.0474 12.2212 threshold=-1.5247683525085447 -0.12260430678725241 0.3472390770912171 -0.15735379606485364 1.2392336130142214 0.4585623592138291 0.72277274727821361 -0.6624910533428191 0.25438864529132849 -0.099337838590145097 -0.46870267391204828 -0.27109995484352106 1.2976127266883852 -0.45983423292636866 0.80330687761306774 0.71267691254615795 0.82943493127822887 0.076119013130664839 -0.47822852432727808 0.49193334579467779 0.59129914641380321 -0.87556716799736012 -0.56099188327789296 -0.73773315548896778 -1.1469887495040891 2.3658106327056889 -0.53183504939079274 -0.48471115529537195 -0.24459306895732877 -0.15806424617767331 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 9 5 12 7 17 8 11 15 14 -2 20 -10 -9 16 -3 28 23 -12 21 -5 -6 -4 -25 -26 -19 -14 -7 -8 right_child=1 2 18 4 22 6 29 10 13 -11 19 -13 27 -15 -16 -17 -18 26 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.032562306365665455 0.0010335356794185311 0.0094922954975309951 0.021310812601088767 -0.010876632099064332 -0.0036041516123063591 0.0053876005634516146 -0.0050416774182838499 0.011219535574608953 0.010082420221143681 0.029259693674840923 -0.00053534691753989239 -0.0090874703911611298 -0.0046047417857469535 0.00040206346139239741 -0.0087208402486754263 -0.016092814410061343 0.032189270902068239 0.0063120488459270045 0.0091635685147602366 0.0062744445037720255 -0.02190169838139247 0.001839829432956805 -0.028810251348078287 -0.020586134718473828 -0.0036370150441542969 0.027611115228243582 -0.013856187159086425 -0.021544188981580361 -0.0038000860661568381 -0.023300148257651532 leaf_weight=212.89503459073603 1204.6437818165869 396.7949995957315 55.145885400474072 296.097825627774 79.067237971350551 1192.3557847011834 128.06162611022592 2340.6392588596791 1092.2632595859468 467.86117340065539 1629.160584539175 1419.1823767516762 207.21480514854193 1741.921433406882 142.80168468412012 57.269748041406274 125.73125038668513 115.55294581130147 387.44867401011288 2108.0515548568219 91.042250952683389 1708.555344812572 208.84439056646079 133.22721586376429 815.64331307075918 37.815283939242363 344.71779204532504 255.3619866091758 570.95036614127457 329.67589666321874 leaf_count=23564 4931 1897 331 1467 460 4931 846 9620 4766 6182 7089 5700 1392 7624 1031 386 871 379 1977 9092 1988 7924 3242 544 3528 171 1344 1866 2057 2800 internal_value=0.0014157 0.00178363 0.00834101 0.000839321 -0.00522 0.00204067 -0.00303138 0.00320561 1.21888e-05 0.0196534 0.00600668 -0.00443897 -0.00333905 0.00413475 0.0100706 0.0118894 0.0149684 9.06526e-05 4.47635e-05 0.00330458 -0.000989682 -3.64137e-05 -0.0219091 -0.0033422 -0.00472714 -0.00224353 -0.00878173 -0.0139695 0.00240979 -0.0182051 internal_weight=19896 19683.1 2476.94 17206.2 2846.18 14360 2681.31 11678.7 5458.01 1047.66 6220.65 2623.83 2558.27 2834.18 2483.44 579.796 522.526 2223.58 1429.28 3737.21 2095.7 2004.65 287.912 1041.83 986.686 853.459 460.271 462.577 1763.31 457.738 internal_count=120000 96436 15887 80549 18339 62210 12357 49853 23021 9336 26832 10631 14637 12390 10651 3154 2768 8711 6551 16181 11379 9391 3702 4574 4243 3699 1723 3258 6988 3646 is_linear=0 shrinkage=0.05 Tree=193 num_leaves=31 num_cat=0 split_feature=501 517 384 264 437 507 505 335 431 516 395 146 80 129 505 451 330 501 437 448 424 516 408 501 347 457 516 497 505 441 split_gain=101.838 80.5169 49.441 40.3729 38.5984 36.9112 31.8993 27.9936 27.161 24.3698 23.7428 23.2503 23.8849 22.78 22.6194 22.1593 29.1668 19.3755 18.1485 18.1351 18.0287 17.272 16.4527 16.2367 15.3394 15.3646 14.315 13.9748 13.828 17.6908 threshold=-1.5247683525085447 0.098409730941057219 0.15054414421319964 -0.49009247124195093 0.31897354125976568 0.43309569358825689 -0.59431138634681691 0.48873664438724523 0.6427353322505952 -0.34745854139327997 -0.37778246402740473 -0.35869464278221125 -0.12145488336682318 -0.36318311095237726 0.32857680320739752 -0.52352282404899586 -0.17738953977823255 0.39314049482345587 2.6005837917327885 -0.33482544124126429 -0.25288866460323328 -0.10961423069238661 -0.75206702947616566 0.72277274727821361 -0.006743459962308406 0.9467100501060487 -0.14709760248661038 0.8261665701866151 1.1865451931953432 -0.019544617272913452 decision_type=2 2 2 2 2 2 2 2 2 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 19 7 6 20 24 15 10 -10 14 -13 28 17 16 -8 -7 -17 26 -2 -22 -21 -9 25 -4 -3 -11 29 -5 right_child=1 2 4 13 -6 11 8 23 9 27 -12 12 -14 -15 -16 18 -18 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033285232907314652 -0.01549333916453291 0.0012160493081483398 0.0017893959829843971 -0.010786092722680411 -0.018791131447294711 -0.009504562934654761 0.012653077205568004 0.0085257259615576213 0.0027103931550289694 0.012437401419533561 -0.014122749666064624 -0.0019578008848257795 -0.0174934401505616 -0.019132355230755085 -0.0089080242599671108 0.0046439390998026684 -0.00099383461803793927 0.012205459389588362 -0.018475644042163366 -0.016292991667649605 0.0025097370574922269 -0.046670520487481638 0.015171823570048563 0.030906216833487384 -0.0099924540343672482 0.020863819995508195 -0.0089109855416077723 -0.029577583217904314 -0.027789844839398333 0.003208470082988594 leaf_weight=220.47475227061659 291.27081811241806 646.29201565310359 476.28330714907497 731.07194312941283 164.52088011335582 128.79962038062513 1966.5046890294179 166.72745239548385 376.34289638139307 295.26925254054368 471.0880073569715 586.22350040730089 429.04960495978594 775.22658864129335 299.26252825465053 6123.2819723356515 487.99957861751318 503.22230179607868 85.896472505293787 50.261380389332771 431.10873220488429 18.521492190659046 234.40692496672273 159.26000661589205 197.25955685228109 135.82335953321308 756.3731272155419 21.056295545771718 82.036069055087864 325.9897134071216 leaf_count=23564 1461 3827 2935 6691 2901 453 9170 851 1571 1210 2350 2496 1996 10910 1538 25182 1956 2339 600 283 2046 72 1197 1205 1591 679 5176 96 1747 1907 internal_value=0.000475102 0.00090295 -0.00452886 -0.00754607 0.00382726 0.00303077 0.00419635 0.0071106 0.00495088 -0.00221788 -0.00664184 -0.00329477 -0.00852909 -0.0125164 0.00240654 0.00591442 0.00993786 0.00777246 0.00432301 -0.00190379 -0.00580453 0.000462824 0.00959503 0.0194811 0.00212018 0.0060328 -0.00424153 0.0096164 -0.00800808 -0.00646565 internal_weight=17636.9 17416.4 4901.53 3601.66 1299.87 12514.9 10568.3 1135.35 9827.44 1163.76 847.431 1946.56 1015.27 1914.32 931.284 8663.68 2454.5 632.022 6209.18 1687.33 740.901 449.63 284.668 325.987 809.366 612.107 1402.67 316.326 1139.1 1057.06 internal_count=120000 96436 41900 31738 10162 54536 45714 7261 42135 5227 3921 8822 4492 21255 4330 36908 11126 2792 25782 10483 3579 2118 1480 2056 5205 3614 9003 1306 10345 8598 is_linear=0 shrinkage=0.05 Tree=194 num_leaves=31 num_cat=0 split_feature=475 499 473 516 497 512 264 499 516 455 413 495 498 398 466 513 428 264 347 516 260 493 415 284 466 498 451 387 499 412 split_gain=259.401 241.248 135.26 129.003 101.152 93.7552 85.5104 64.9387 61.1088 60.2185 57.2092 55.9337 62.0667 40.5915 44.0775 37.6847 35.7409 33.854 31.4261 30.9306 28.3571 27.651 27.4899 26.14 25.3044 24.4598 23.8195 23.1932 21.9045 21.0832 threshold=-0.15744177252054212 0.44043914973735815 0.26545393466949468 -0.021773086860775944 0.36196959018707281 0.6788156032562257 -0.49009247124195093 0.32879020273685461 0.80244290828704845 0.099487654864788069 -0.68001714348793019 -0.61486858129501332 0.41214108467102056 -1.066083490848541 -0.39261059463024134 0.40979686379432684 0.79157099127769481 -0.41670635342597956 -0.5224449336528777 0.18905099481344226 -0.3197187334299087 -0.16322396695613858 -0.40240204334259028 0.25674244761466986 -0.69160887598991383 0.53461605310440075 0.66139596700668346 -0.44060532748699183 0.44043914973735815 -0.73059353232383717 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 6 4 13 24 25 -1 9 -4 17 23 15 14 -3 -13 18 19 28 -7 -11 -20 -15 29 -5 -2 -16 -24 -8 -6 right_child=2 3 8 5 11 10 16 -9 -10 20 -12 12 -14 22 26 -17 -18 -19 21 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.011308667997406728 0.002487872286409191 -0.019410317459278636 -0.02417131477454371 0.0057243751188517308 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1178.0435370542109 172.46394522860646 33.706123954616487 408.86348106712103 106.68787557072937 43.534282749518752 305.66909355670214 182.73967207130045 223.95415076613426 leaf_count=734 2069 2380 8621 1287 1396 1560 718 24647 1837 313 3564 1246 1231 16264 1365 823 2228 1312 375 1461 2035 27797 1522 175 3422 2207 388 4521 1417 1085 internal_value=-0.00426077 -0.00994283 0.00904318 -0.00475123 -0.0110598 0.00603487 0.015813 -0.0292737 -0.0104115 -0.0164261 -0.00198291 0.00291724 0.0154164 -0.0171078 -0.00574612 0.0232925 0.0210794 0.005604 0.0228888 -0.00182745 0.0174848 0.0260708 -0.0213925 -0.00946734 0.0227445 -0.00548995 0.00834008 -0.0114512 0.00578177 -0.0128805 internal_weight=8578.48 6011.43 2567.06 4739.06 2990.46 1748.6 1904.58 1272.37 662.477 572.801 1181.48 902.955 449.588 2087.51 572.034 381.2 1527.25 800.411 1446.41 525.399 106.358 1219.28 1515.47 453.367 567.119 377.325 281.506 478.133 227.134 419.661 internal_count=120000 70383 49617 45002 32396 12606 36811 25381 12806 10969 7897 5956 3300 26440 4133 2069 32535 4333 30307 3021 2348 28172 22307 2656 4709 4276 1753 6043 2135 2481 is_linear=0 shrinkage=0.05 Tree=195 num_leaves=31 num_cat=0 split_feature=501 516 281 350 437 466 283 453 511 386 486 476 326 374 445 505 505 305 345 275 254 490 501 421 498 497 492 361 429 507 split_gain=93.2129 46.8652 45.9304 78.4825 47.3821 47.2148 37.1961 37.7981 33.4622 32.329 30.6323 26.037 25.5066 26.3722 22.1178 21.9608 21.6129 19.0114 18.7922 18.1674 18.1359 15.7419 15.6991 17.0734 15.5769 21.2778 11.7058 10.7013 9.82246 9.76633 threshold=-1.5247683525085447 2.1909917593002324 -0.24602714926004407 0.3472390770912171 0.15926908701658252 -0.1242593005299568 -0.64334866404533375 -0.49424687027931208 1.3795545101165774 0.27684496343135839 -0.12079686671495436 -0.54481077194213856 -1.0691255927085874 -0.027768881991505619 -0.58050093054771412 0.74108535051345836 1.4409317970275881 -0.010426559485495089 0.039098132401704795 0.78567346930503856 -0.40345795452594752 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0.031397703205907269 -0.0063400382238763837 -0.00053832317840929846 0.038428291989698007 -0.015175989358643671 0.017109163997898878 0.089819035580635573 0.035563677410923922 leaf_weight=200.87133583426476 2279.7785273678601 98.739289267919958 443.54951159656048 45.67660966143012 141.54451189562678 272.945959828794 1302.3361703213304 1403.0395314283669 71.269841218367219 458.80214821361005 1214.608556766063 3686.2303082384169 1583.6452493779361 1382.6686311289668 2190.1599162556231 58.403632095083594 15.399992126971485 430.82326305657625 49.191946171224117 122.24400335364044 129.59066106658429 188.46521069668233 441.21001952327788 65.741389352828264 1051.9827955551445 36.134843554347754 293.82658055238426 34.409736286848783 9.6430328786373121 89.211489848792553 leaf_count=23564 8953 4047 2191 203 1080 1125 5212 6387 443 2059 5025 17842 7569 6590 9125 340 60 1745 365 718 1549 926 5911 337 4720 127 1225 148 35 379 internal_value=0.00138515 0.00173292 0.00190729 0.00753008 0.0160406 0.000859249 0.00241855 0.00477358 -0.000796962 -0.00374803 0.00954542 7.87947e-06 -0.00609259 -0.0074394 0.00197786 0 0.00454943 0.003251 0.0156535 0.00779755 -0.0208009 0.0115785 0.026055 0.0146492 -0.00215877 0.000754521 -0.0115082 -0.00742216 0.0502794 0.0256932 internal_weight=19792.1 19591.3 19492.5 3061.59 1437.16 16430.9 12277 7087.59 5189.43 4153.93 2617.65 4988.57 3239.26 2966.31 4469.94 1624.43 914.668 889.625 196.807 788.668 200.861 632.015 648.496 207.286 1427.62 1088.12 339.503 156.654 25.043 138.403 internal_count=120000 96436 92389 18670 11311 73719 54536 29490 25046 19183 11412 23054 15284 14159 18078 7359 3899 3804 1084 3983 1992 3117 7328 1417 6275 4847 1428 866 95 744 is_linear=0 shrinkage=0.05 Tree=196 num_leaves=31 num_cat=0 split_feature=501 517 394 347 507 503 437 506 385 503 522 508 501 475 146 80 505 384 484 501 441 496 371 471 385 516 413 396 74 81 split_gain=95.7975 74.2364 48.623 37.8587 34.6527 30.5391 29.6188 28.0904 37.7444 42.7419 33.1353 29.4276 24.1935 23.9088 21.5887 22.2745 20.8971 18.4261 20.8957 18.0429 17.869 17.397 17.156 15.0778 14.7672 14.6452 15.0144 14.1346 13.9305 13.3099 threshold=-1.5247683525085447 0.098409730941057219 0.71687608957290661 -0.34391638636589045 0.43309569358825689 -0.22395393997430799 0.2226250767707825 -0.054956922307610505 -0.72293278574943531 0.34504899382591253 0.28791239857673651 -0.21552432328462598 0.78576651215553295 -0.15744177252054212 -0.35869464278221125 -0.12145488336682318 0.32857680320739752 0.53604769706726085 -1.0137752890586851 0.39314049482345587 0.80438300967216503 0.38557313382625585 -0.49049915373325342 0.49722924828529363 -0.56353777647018422 -0.15421370416879651 -0.66389879584312428 0.1607695817947388 -0.024662978947162625 -0.5117051601409911 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 17 5 24 12 8 10 -10 -7 -9 25 23 16 -16 19 18 22 -6 -20 -13 -3 29 -2 -4 -27 -19 -17 -5 right_child=1 2 6 13 14 7 -8 11 9 -11 -12 21 -14 -15 15 28 -18 27 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.033256972346106591 -0.017316004798446798 0.010704812502478433 0.010875778082928169 -0.0051227060095590223 -0.0091980705620312454 0.010284499415128769 -0.013148355552111406 0.017393280427120249 -0.0051460641949928844 0.0048243219467600093 -0.0068282431736370365 0.0075642737735685216 0.026110676193697443 -0.022938275511199896 -0.0019127206172044543 -0.031674235679543812 -0.0085679364385078047 0.010852591443756464 -0.0097349324931784199 0.01179001262718898 0.0072706404903438984 -0.0061813442059508832 -0.0077574257398506643 0.0088869564960515606 -0.0014516488142326312 -0.018805194388081287 0.0068147398746330069 -0.017820987494956194 -0.011372392359940522 -0.017699397576247645 leaf_weight=207.87837336864322 197.40509438235313 326.88313925825059 397.74222842883319 440.38939082063735 128.48227361217141 2115.4918845864013 172.71066777035594 753.92986432649195 1996.8315006475896 2327.8286630799994 326.0989308655262 1978.1733359433711 174.8907497599721 450.29210320580751 585.50911389570683 116.79265954066068 299.22762787062675 325.04766058269888 1403.6964483968914 499.02891558595002 173.15926844254136 260.02046827226877 204.1753100566566 105.15106420218945 573.51442768331617 105.80158495157957 123.87645268626511 49.319895547814667 311.11716919764876 405.46323008555919 leaf_count=23564 865 2632 1906 3623 453 7979 2335 3584 8432 10799 1243 8713 1321 7973 2496 471 1538 1930 10003 2339 1007 1231 1567 894 2868 651 716 594 1525 4748 internal_value=0.000474811 0.000879957 -0.00436247 -0.00686929 0.00292304 0.00405469 0.0056169 0.00481183 0.00302671 0.000219513 0.00799669 0.00884672 0.0096638 -0.0134406 -0.00321579 -0.00826021 0.00229534 -0.00315726 -0.00497412 0.00748398 -0.00786399 0.00596495 0.00359712 -0.00893631 -0.00552215 0.0050679 -0.00496841 0.00705798 -0.0169313 -0.0111587 internal_weight=17535.9 17328.1 4858.6 3883.58 12469.5 10529.3 975.022 9758.37 6766.25 4324.66 2441.59 2992.12 802.311 1401.3 1940.16 1013.42 926.739 2482.28 2107.91 627.511 1576.86 2238.19 531.058 951.004 770.92 627.42 229.678 374.368 427.91 845.853 internal_count=120000 96436 41900 34971 54536 45714 6929 41981 28453 19231 9222 13528 4594 17238 8822 4492 4330 17733 15209 2792 11010 9944 4199 9265 3733 3273 1367 2524 1996 8371 is_linear=0 shrinkage=0.05 Tree=197 num_leaves=31 num_cat=0 split_feature=501 517 475 499 439 433 418 398 495 497 398 515 479 264 516 501 516 499 499 516 279 386 331 505 516 505 398 499 506 506 split_gain=255.701 196.349 191.984 157.269 102.33 94.5729 90.5056 60.3168 56.8558 62.4979 56.4129 54.0023 43.6495 41.6487 36.1881 33.5487 54.6548 41.1009 45.4156 31.0162 30.8506 27.8401 24.9517 22.5838 25.6664 21.6167 20.9282 20.45 17.9838 17.6473 threshold=0.38224689662456518 0.66716027259826671 -0.15744177252054212 0.44043914973735815 -0.18846300244331357 -0.50954437255859364 0.72913733124732982 -1.1943318843841551 -0.6370142102241515 0.61424240469932567 -0.1174998991191387 3.1477131843566899 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0.01105404245091314 -0.023650450192273589 0.032765251131241117 0.024693141769410926 -0.022492388786682443 0.0056866198702413212 0.0032867187403833598 -0.029373711395854343 0.012210356631431152 -0.017556480915656009 0.02576998104576339 -0.018349267267881442 -0.017866937150643181 -0.031880561736289149 0.0091113006160135051 0.057758920191454455 leaf_weight=43.036475341767073 26.902769244275987 600.10921383090317 390.76130159199238 243.49298541620374 513.89571156445891 294.76460845209658 51.035717962309718 1652.710598337464 260.3383558485657 163.45332976896316 161.92246590927243 36.062237076461315 262.05124674551189 880.81661115214229 271.16291614249349 80.843002220615745 57.002240380272269 686.31370919570327 106.41981644928455 182.44334956258535 265.0409815851599 29.258633160963655 89.654543499462306 52.881387518718839 95.842698154971004 162.19705658406019 208.65477863140404 434.18919180426747 72.938414555042982 62.964136512950063 leaf_count=368 197 3605 22837 2138 7018 1485 612 41793 2904 1048 1508 542 1332 5630 2103 1085 627 5851 1373 852 1475 185 662 456 777 2046 1662 7084 492 253 internal_value=-0.00423575 -0.0121288 0.00536035 -0.00282058 -0.00327692 0.00151364 0.00330423 -0.0241073 -0.00359586 0.00659079 0.00945171 -0.0276642 0.0196125 0.0131782 -0.00171702 0.0207617 0.0155859 0.019327 -0.00317948 -0.0123436 -0.0134732 0.0184691 -0.00253867 0.0265255 0.0103295 -0.00745023 -0.00602235 -0.0286213 -0.0067641 0.0339159 internal_weight=8439.16 4630.74 3808.42 2487.08 2663.21 2149.31 2009.86 1967.53 1412.14 694.955 1366.76 1688.77 597.714 1204.84 531.501 1321.34 930.579 849.736 163.422 782.553 717.189 910.075 278.754 473.739 148.724 251.852 473.696 477.226 123.974 325.015 internal_count=120000 65523 54477 22704 20283 13265 15252 45240 11330 6055 8808 42335 3922 7300 5007 31773 8936 7851 2000 4457 5275 5815 2905 2818 1233 2708 3137 7452 1104 1585 is_linear=0 shrinkage=0.05 Tree=198 num_leaves=31 num_cat=0 split_feature=501 240 500 486 466 503 439 453 335 501 445 486 345 437 398 503 48 394 497 458 501 262 512 503 397 58 413 237 427 100 split_gain=86.8603 45.748 40.643 39.4297 35.2751 36.6488 33.8555 29.2549 42.0429 39.8673 32.1586 30.1008 29.0905 29.0852 25.996 24.3703 23.1784 21.745 21.3402 20.4672 16.8742 16.7626 16.6633 16.1936 15.263 15.2142 14.0048 13.9089 13.4021 13.3406 threshold=-1.5247683525085447 -0.044782031327486031 1.2109310030937197 0.41332326829433447 -0.075041960924863801 0.68642744421958934 -0.38332554697990412 -0.49067367613315577 0.19778321683406833 0.72277274727821361 -0.66730260848999012 0.31644065678119665 0.7975192964076997 -0.063988607376813875 -0.24913707375526425 0.26349873840808874 -0.19794879108667371 -0.33687326312065119 -0.5636705458164214 -0.53805312514305104 -0.37842439115047449 -0.2952664047479629 0.18451617658138278 0.58707097172737133 -0.045882038772106164 0.20356790721416476 -0.6098923087120055 -0.077647205442190156 -0.46440370380878443 -0.091109912842512117 decision_type=2 2 2 2 2 2 2 2 2 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 14 7 6 18 10 11 -10 15 -9 -7 25 -4 -2 23 27 -6 -12 21 -15 -8 -5 -18 29 -26 -16 -14 -3 right_child=1 13 3 16 5 12 22 8 9 -11 19 -13 28 20 17 -17 24 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.032411543082084542 -0.0064233747466281611 -0.0064327784237997654 -0.019109607134558323 0.0017221010662028229 0.0062501681440336361 0.0021425943072610801 -0.0059617580879546142 0.0068576167344193278 0.0032996306055779316 -0.01727480306603087 0.0075945555965973872 0.018585560012869023 -0.00068250781767379418 -0.036908766240147495 -0.0013639714402762871 0.0021260888106473057 0.016731298335075515 -0.013427456979467296 -0.010209651664060718 0.0002887949043805155 0.023952513242022182 0.030057250226198613 0.0035666418575313707 -0.023715665056453963 -0.029683256418364237 -0.0060295120619157164 0.026005964907499554 0.024010088236746656 0.034929616619026292 0.020230575020781454 leaf_weight=188.41973068006337 1744.8162589147687 65.868177938275039 584.30918976664543 181.7240264415741 222.77676503174007 307.52947283443063 644.63466896861792 3017.667303497903 1048.2132993433625 303.50033308193088 2159.7865848783404 669.2251537265256 32.45939414203167 23.490440113469958 156.85269989445806 1594.6176187228411 298.08873073011637 266.72852165717632 1670.2570699136704 1726.4132149964571 437.76243436243385 15.318058127537368 1590.2049831151962 95.05122022330761 36.373144691810012 218.72990203555673 16.176745126023889 81.995279497466981 135.62810064293444 160.47799867391586 leaf_count=23564 7104 431 3406 625 767 2010 2919 17583 4690 2739 8852 3021 161 88 675 6659 1035 1428 8548 8596 3793 70 7451 346 207 1298 84 408 667 775 internal_value=0.0013636 0.00169026 0.00115071 -0.0061764 0.00189701 -0.00183435 -0.00334969 0.00329803 0.00622261 -0.00131719 0.0012579 0.00898821 0.0113047 0.0125636 -0.0119255 -0.00233947 0.00380275 -0.00361059 -0.00826975 0.00435041 0.021148 -0.0103389 0.000815815 -0.00700119 0.0123446 0.00335775 -0.0124283 0.00733229 0.0280265 0.0124499 internal_weight=19695.1 19506.7 18585 1717.3 16867.7 4603.49 4127.87 12264.2 5038.61 1351.71 7225.63 3686.89 475.617 921.647 1089.89 3339.43 627.414 505.577 1893.03 3886.2 476.571 38.8085 2234.84 276.775 350.639 445.076 52.5499 238.848 168.087 226.346 internal_count=120000 96436 89981 8214 81767 22523 19685 59244 28033 7429 31211 20604 2838 6455 5917 13763 2297 2511 9315 17448 3951 158 10370 971 1326 2504 291 1083 828 1206 is_linear=0 shrinkage=0.05 Tree=199 num_leaves=31 num_cat=0 split_feature=501 517 500 387 319 69 217 507 452 413 503 477 413 422 513 328 124 503 519 80 424 421 500 444 248 437 414 520 423 497 split_gain=89.5286 67.5666 45.03 40.2031 35.7618 32.6598 35.004 29.6823 26.9041 26.3917 25.3896 24.3864 24.4275 23.2279 22.6192 21.7229 20.5903 19.8961 19.3843 17.0938 14.0537 13.8485 13.4685 13.4067 13.3977 13.1417 13.0453 12.0593 11.532 10.8348 threshold=-1.5247683525085447 0.098409730941057219 0.061110341921448715 -0.23405209183692929 -0.31154425442218775 0.022732364013791088 -0.22597996890544889 0.85766330361366283 0.28246280550956732 -0.34509176015853876 -0.22395393997430799 0.25114832818508154 1.5823011398315432 -0.30042400956153864 0.81448274850845348 -0.25371067225933069 -0.11335632205009459 0.16050466895103457 0.79156664013862621 -0.1473414525389671 0.14145094901323321 0.48867128789424902 0.87298697233200084 1.9947519898414614 -0.13998380303382871 1.3908914327621462 0.62389409542083751 1.6930782198905947 0.9743405580520631 -0.14298964291810987 decision_type=2 2 2 2 2 2 2 2 2 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 15 8 7 27 10 9 13 22 12 -12 -4 -13 21 29 26 23 -18 -11 -3 -2 -6 -8 -19 28 -7 -5 -9 right_child=1 2 4 17 18 6 24 16 -10 20 11 14 -14 -15 -16 -17 19 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033225574245424369 -0.0014010276950765146 -0.0091189180860475529 0.0015480201541175026 -0.012258788887569108 -0.012346368224166003 0.0011486007423387923 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25.288033537566662 110.54709353484213 14.861286657862363 70.091707130894065 15.688246656209229 11.887231104075907 343.57863935362548 leaf_count=23564 2932 1388 5275 920 4366 2418 574 753 5523 3523 29123 10056 1853 6898 1528 947 1331 4000 6975 792 609 717 647 155 744 139 412 74 53 1711 internal_value=0.000466815 0.000847949 -0.00417493 0.00254278 -0.00764907 0.00279785 -0.00643262 0.00350988 -0.00468038 -0.00206737 0.00426786 0.00494254 0.00653298 -0.00563534 0.00104584 -0.00810859 -0.00497689 0.00828406 -0.0171345 -0.0124999 0.00744115 -0.00238994 -0.00461513 -0.0101283 -0.021659 0.0123581 -0.00313406 2.17224e-05 -0.00937037 0.00225368 internal_weight=17442.1 17247.2 4822.34 1643.33 3179.01 12424.9 889.248 11535.6 2421.74 1944.84 10590.4 9843.39 6989.34 1414.59 2854.05 575.234 945.226 1068.1 757.265 463.548 530.244 427.815 747.009 429.752 264.89 787.535 280.565 624.359 210.473 481.678 internal_count=120000 96436 41900 8576 33324 54536 3810 50726 21828 16305 46139 42560 30976 12173 11584 3052 4587 5524 11496 2123 4132 2105 3579 4521 1318 4139 1385 2492 973 2464 is_linear=0 shrinkage=0.05 Tree=200 num_leaves=31 num_cat=0 split_feature=501 517 462 398 416 439 398 516 438 293 501 499 516 454 499 504 516 453 413 304 466 391 516 418 335 331 499 438 497 454 split_gain=239.051 248.778 170.949 131.534 94.7571 69.3677 68.6944 62.1344 53.8271 50.5698 37.776 54.1887 35.8545 27.2111 27.018 25.9967 28.4651 25.1042 24.3942 24.3295 23.6849 21.2594 21.1477 21.038 25.4107 20.0419 19.9739 17.7323 17.3772 16.7663 threshold=0.22992813587188723 0.47816623747348791 -0.37832637131214136 -0.044434620067477219 -0.48471115529537195 1.0000000180025095e-35 -1.1610853672027586 2.1909917593002324 0.6500551998615266 -0.51274272799491871 -0.016069891862571236 0.44043914973735815 -0.021773086860775944 -0.092470921576023088 0.44043914973735815 -0.76931077241897572 -0.021773086860775944 -0.4533246904611587 -0.85448172688484181 -0.12912558764219281 -0.80550375580787648 -0.60233572125434864 2.1909917593002324 -0.030620478093624112 0.1305845454335213 0.41308663785457617 0.40132153034210211 -0.91499763727188099 4.6028699874877939 -0.074402444064617143 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 8 4 14 9 21 18 15 12 -4 26 -6 27 -3 -1 -17 20 -8 -11 -16 23 -5 -2 -25 29 -12 -13 -20 -10 right_child=1 3 10 22 5 -7 7 -9 25 19 11 13 -14 -15 17 16 -18 -19 28 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.034862822851540035 -0.015153819483079409 -0.030400760215301109 0.03158569215181635 -0.022508277809985846 -0.0033828677267841098 -0.020214412264679245 -0.015623215667392146 0.03270250229877502 0.033172643644132895 0.028513730544969682 0.01956728828860832 -0.017161550218478667 0.015975383440338938 0.0036365898643380707 -0.023029271677885765 -0.019093302952772354 0.0065624615067657061 -0.01747608490163105 -0.030553127687564508 0.011266663264781578 0.0031695821305342195 -0.015623284710929018 0.034002227376854606 0.0061557756139715824 0.054785316568040636 -0.0097682867541999327 -0.03092994680387566 0.032421317627565581 0.10547886558557473 -0.0008734336960580987 leaf_weight=27.975747090764344 68.073852423578501 126.29375159740448 608.28941460419446 679.8591425223276 577.08964455407113 179.59525438025594 348.43029062077403 43.588729936629534 127.83541401103139 491.38494280539453 25.706351809203625 19.008073905482888 408.02548751421273 152.7258493937552 100.59634787775576 562.89815527573228 133.42703214287758 320.37543021515012 1507.5098681459203 352.6093864319846 601.5379672255367 184.70259822718799 16.813939668238163 105.39174636639655 36.108860058709979 60.041121076792479 80.084381607361138 295.37981551885605 2.2398713789880267 50.008012171834707 leaf_count=1619 642 1533 24172 9222 2962 1714 5646 816 703 3734 301 224 1892 973 696 6097 796 1683 40925 2430 2797 2387 417 889 227 406 1164 2592 30 311 internal_value=-0.00422051 -0.00923217 0.0101574 -0.00146898 0.00286855 0.00941998 -0.0222608 -0.0261989 -0.00548352 0.0123334 0.022902 0.0136693 0.00463087 0.0209919 -0.00858222 -0.0122645 -0.0141698 -0.00587974 -0.0275849 0.0213163 -0.000579611 -0.00325126 -0.0211326 0.00763089 0.0186306 0.0151384 -0.0186054 0.0294031 -0.030341 0.023576 internal_weight=8293.61 6150.23 2143.38 3854.18 3157.51 2008.7 2296.05 1901.77 962.185 1829.11 1181.19 572.904 985.115 467.114 1148.8 724.301 696.325 1022.51 1858.18 843.994 702.134 394.277 696.673 209.574 141.501 237.885 105.791 314.388 1509.75 177.843 internal_count=120000 80642 39358 29080 19441 12732 51562 47417 9932 11018 29426 5254 4854 3789 6709 8512 6893 5176 46601 6164 3493 4145 9639 1758 1116 1420 1465 2816 40955 1014 is_linear=0 shrinkage=0.05 Tree=201 num_leaves=31 num_cat=0 split_feature=501 516 240 476 438 404 385 505 513 506 452 307 222 516 515 191 325 522 501 265 392 127 515 462 486 242 345 506 486 472 split_gain=80.9999 43.2058 46.1249 38.9586 48.9951 38.2715 35.681 30.6555 27.6131 32.1915 27.7829 23.8239 21.5828 16.5331 16.1144 16.0367 15.8037 14.7749 29.2788 14.6406 15.2233 14.4059 12.8015 11.7908 11.7077 10.1857 10.1157 7.89197 7.5017 4.01564 threshold=-1.5247683525085447 2.1909917593002324 -0.044782031327486031 -0.48405896127223963 1.5471434593200686 1.997359097003937 -0.71394768357276905 0.86440530419349682 0.75811484456062328 0.23175379633903506 0.69362992048263561 -0.61866366863250721 -0.17955780774354932 -0.36679716408252711 0.11431215703487398 -0.052635520696640008 1.0381292700767519 0.37194848060607916 0.1104106940329075 0.52042400836944591 -0.91335958242416371 -0.3578654676675796 0.56328448653221141 -0.49712111055850977 0.46349588036537176 -0.14395178109407422 -0.70710068941116322 0.17043060809373858 -0.67370676994323719 -0.5226880908012389 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 3 8 5 6 -5 12 9 10 -2 13 19 -6 -11 27 -7 22 -19 25 -21 23 -10 -9 -13 -4 -25 -14 -17 -1 right_child=1 -3 7 4 11 16 -8 21 17 14 -12 24 15 -15 -16 28 -18 18 -20 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.068326584901193893 0.0022967531935135076 -0.032458572762773398 0.0016425601142885224 -0.0032739428997501001 0.024747214603367887 -0.017332246808357345 0.0029996109494518849 -0.041974240100694615 0.0093588507527937684 -0.017090672737682201 0.014046457736089528 -0.023856099194873782 0.0094548530824851065 -0.0079528329207956185 -0.0014121589554923623 0.038376346200622566 0.032485424746103823 -0.045393474340030687 0.014675153907419677 -0.016060004716331452 0.018857764250359725 0.039202553033707406 -0.002964655373757365 -0.03536907254044979 0.030646362533141121 -0.018930600495101188 0.029775918585081908 -0.030216587269750034 0.016501605759490549 -0.032889320850627797 leaf_weight=0.86382250022143026 3783.0669862553477 92.301883157342672 145.82595538161695 3364.0202631335706 42.568197928369045 365.57460515201092 6944.0324422419071 9.3759835977107269 548.65424301475286 277.96992403455079 580.56707334704697 338.87829243764281 91.38198814727366 405.97312869504094 401.05914378538728 93.13733708485961 16.487493460997939 20.572571073658764 999.76235302351415 39.111670447513461 150.94367436133325 137.7077893409878 341.24301893077791 6.9364273808896533 9.9864172711968404 101.8332613799721 37.295062963850796 14.394215922802685 69.88050234131515 176.04444158822298 leaf_count=69 16500 4047 663 14441 165 2907 33183 34 2007 1311 3762 2415 622 2072 1769 687 92 227 4306 164 1229 1080 1294 56 49 487 365 62 440 23495 internal_value=0.00134038 0.00164735 0.00181056 0.00127141 -0.00051616 0.000375263 0.000951747 0.0128773 0.0042255 0.00228474 0.00386144 -0.0124715 0.00805753 -0.00483351 -0.00783931 0.0192079 -0.0151614 0.00934575 0.0134548 0.00119603 0.011641 0.0306364 0.00462782 0.00850633 -0.0222733 -0.00680082 0.0193903 0.00398563 0.0290459 -0.0323285 internal_weight=19607.5 19430.5 19338.2 18440.4 11487.5 10690.1 10308.1 897.824 6952.9 5042.66 4363.63 797.406 706.509 448.541 679.029 268.794 382.062 1910.23 1020.33 437.715 190.055 191.315 889.897 53.6075 348.865 247.659 44.2315 105.776 163.018 176.908 internal_count=120000 96436 92389 86500 55324 50623 47624 5889 31176 23342 20262 4701 4354 2237 3080 1811 2999 7834 4533 2543 1393 1535 3301 455 2464 1150 421 684 1127 23564 is_linear=0 shrinkage=0.05 Tree=202 num_leaves=31 num_cat=0 split_feature=505 516 497 393 264 424 477 499 501 225 386 398 206 281 393 508 450 296 522 385 394 479 449 218 178 457 106 512 474 490 split_gain=83.9787 59.8484 52.884 52.4828 36.6107 52.4712 39.0701 32.4809 32.1405 27.7471 27.1951 32.7359 26.2446 30.1092 26.2356 25.9539 25.1483 17.5291 17.1415 15.251 14.6842 13.2632 14.628 12.4308 11.5155 11.2466 17.566 11.0084 10.1242 8.7274 threshold=-0.73250573873519886 1.9316938519477846 1.2757804989814761 -0.23016583174467084 -0.022704260423779484 0.29822942614555364 -0.18346209079027173 0.42009218037128454 0.61951088905334484 -0.17332151532173154 1.2046901583671572 1.0838537216186526 0.35910326242446905 -0.3182432353496551 0.63970094919204723 -0.19346807152032849 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0.024296343500339365 -0.0050167238703821221 0.007392630119924002 -0.021114106101447472 0.11025677731552297 -0.012630734071703072 -0.018230998043141475 0.0066963754859835556 -0.034848059560106517 -0.0046772272097588777 0.0082604930540517169 0.037407918155719137 leaf_weight=224.35658060852438 3503.8441267488524 125.81635152315721 99.170486971735954 2448.233319869265 801.97658056672662 1148.0910168029368 3058.9525461485609 6.2515990026295167 1081.8943763235584 588.37041406985372 196.45612584613264 307.24181816354394 20.653549291193485 158.22089110128582 181.08571941033006 980.82598384004086 264.84374016243964 757.8412282532081 218.8453829549253 350.78530540270731 68.7026004223153 103.23060550261289 8.1551364734768885 4.3381093144416809 119.85645509511232 14.869076616130767 2.67439305409789 176.66377184167504 310.11964325513691 12.43579564988613 leaf_count=1687 18567 6496 866 11057 7193 4862 16159 49 6351 2503 824 2475 70 1189 18188 4589 4028 3621 1167 2311 604 1395 73 35 1157 91 24 718 1499 152 internal_value=0.000451179 0.00126426 0.00152946 0.00206781 -3.95934e-05 0.00118538 -0.00106548 -0.0135233 0.00781161 0.00601783 -0.00730872 -0.0112376 -0.00117077 -0.00636917 -0.0144403 0.00777683 -0.0190784 0.00301957 0.010876 -0.0101299 -0.00561926 -0.00518913 -0.000944979 0.0513263 -0.00886941 0.0354182 0.0739741 0.00435762 0.0105458 -0.00354055 internal_weight=17344.8 16447.2 16321.4 15758.2 10275.1 8792.78 6562.8 563.163 2229.99 5483.11 1482.34 1109.22 1077.36 746.591 897.593 4405.75 463.993 1738.67 2667.08 716.507 199.149 492.15 388.92 10.5897 188.559 25.6986 10.8295 373.12 330.773 363.221 internal_count=120000 96079 89583 82844 57149 45939 34726 6739 11213 25695 11210 9668 5261 3692 23921 20434 5873 8210 12224 5733 1845 4046 2651 84 1761 188 97 1542 1569 2463 is_linear=0 shrinkage=0.05 Tree=203 num_leaves=31 num_cat=0 split_feature=272 463 347 500 516 516 422 398 503 493 156 516 450 496 413 512 398 497 291 465 506 392 516 422 516 452 400 272 415 331 split_gain=214.426 154.986 129.547 107.175 101.578 87.0414 67.1863 57.2052 39.6552 38.9638 39.994 36.3925 35.7691 35.5346 32.2962 34.3436 32.0596 30.4014 30.311 27.5836 26.9282 26.3763 24.6816 23.7553 20.5977 20.3468 18.6693 18.5958 18.3545 18.28 threshold=-0.59784838557243336 -0.16149094700813291 -0.45742417871952051 -0.12972174584865567 -0.16553859412670133 0.46742923557758337 0.86143693327903759 -1.1610853672027586 -0.29697655141353602 -0.16240981966257093 -0.33553978800773615 0.035611258819699294 -0.53556716442108143 -0.12048495188355444 -0.81115323305129994 0.63524124026298534 -0.044434620067477219 0.083136007189750685 -0.56741917133331288 -0.86535191535949696 0.63597300648689281 -0.50417414307594288 0.18905099481344226 0.34327991306781774 -0.27639564871788019 -0.36896744370460505 -0.87012836337089527 0.96832573413848888 -0.38442288339138025 -0.035322576761245721 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 7 13 8 6 16 -3 -2 -4 11 12 -11 20 18 -16 21 -8 -6 -12 28 -5 23 27 -23 29 -21 -9 -1 -19 right_child=1 2 9 5 14 -7 17 22 -10 10 19 -13 -14 -15 15 -17 -18 25 -20 26 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.022776556989355067 0.0031656373221026486 0.019148238303497062 -0.014353074922785392 -0.00081354897285712481 0.026538563325990305 0.020135854338993186 -0.0066686012063290889 -0.024626928001652088 -0.026698856696439177 -0.01379175653735544 -0.018228846930765787 0.0283574528470385 0.015556499187418705 -0.032908449136531008 0.013165519935296474 -0.016013699772938934 -0.025093498411259452 0.023845118857046054 -0.0020655231159781942 -0.0091881593718799223 0.02476705757204585 -0.028220536053495018 0.011452706064136453 0.0038001743959273633 -0.011021016854986866 0.028139823525304739 0.028306269709881895 0.0017246908433447726 0.013124055278879238 -0.011288471549369766 leaf_weight=293.83182729780674 133.47376135084778 197.74081643112004 85.656490720808506 433.30204246751964 215.17970169894397 256.78419203683734 351.65568943507969 398.88359882310033 655.49087774846703 198.70114365033805 34.391899819485843 181.63353149686009 217.12797979824245 695.37744442746043 155.83325206674635 284.81794396881014 574.39644647482783 60.184298424981534 161.98433123901486 34.031677754595876 40.257768355309963 245.15302649792284 102.28095520287752 130.72368397004902 607.15142480377108 148.59241735376418 1051.955482265912 80.012054745107889 40.257951748557389 95.729148894548416 leaf_count=4658 1157 1006 892 3322 1066 3292 3163 4829 12972 1336 446 3337 2442 19427 1843 2756 9692 278 919 275 395 3237 1266 1193 4658 958 27128 1101 445 511 internal_value=-0.00417904 0.00346319 0.0107521 -0.0127716 -0.0088413 -0.00758214 -0.0104135 -0.00462723 -0.0216404 0.0185116 0.020154 0.00969102 0.00152067 -0.026217 0.00350131 -0.00568268 -0.0152666 0.00333584 0.0142431 0.0257278 -0.0137684 -0.0108705 -0.01124 -0.0150568 -0.0159768 0.0149042 0.027126 -0.0202143 -0.0184329 0.00224802 internal_weight=8162.59 4319.92 2713.14 3842.67 1606.78 2772.95 2516.16 909.641 788.965 1803.5 1717.84 597.463 415.829 1069.72 817.815 440.651 1860 656.162 377.164 1120.38 374.348 1285.61 711.9 609.619 852.304 304.506 1085.99 478.896 334.09 155.913 internal_count=120000 65964 45251 54036 20713 29111 25819 9395 14129 35856 34964 7115 3778 24925 6584 4599 20909 4910 1985 27849 5498 11217 8389 7123 7895 1747 27403 5930 5103 789 is_linear=0 shrinkage=0.05 Tree=204 num_leaves=31 num_cat=0 split_feature=499 516 437 413 335 501 503 385 467 468 264 319 385 404 329 509 502 503 448 452 516 53 361 516 217 326 12 497 36 430 split_gain=76.0744 47.5043 39.5398 44.5556 33.7032 59.5457 46.3329 46.3775 45.9605 32.1202 31.7495 29.8087 27.978 22.4107 21.251 17.0693 15.5507 14.6592 12.9989 11.6571 11.0951 10.0911 9.92218 9.81898 9.31349 9.16165 8.5726 8.46332 8.16266 7.90032 threshold=0.15222413092851642 1.4701720476150515 1.7375352978706362 -0.85448172688484181 0.4585623592138291 0.70621806383132946 0.75681927800178539 -0.46868988871574396 -0.19747041910886762 -0.45296439528465265 -0.46904626488685602 -0.12483463436365126 -0.008683517109602688 0.5964457392692567 0.32929682731628424 -0.73346394300460804 0.47675924003124243 0.7855796515941621 -0.5606115162372588 1.5988337397575381 0.11441725865006448 -0.29689379036426539 0.87048965692520153 -0.45689554512500757 -0.19625655561685559 -1.3647950887680051 0.014889238867908718 -0.46352933347225184 -0.063162971287965761 -0.89993056654930104 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 4 17 6 12 7 10 9 -8 -2 -9 14 18 -6 21 -14 19 -7 24 -10 -5 26 -15 -4 28 -17 -21 -3 -1 right_child=1 25 3 15 5 13 8 11 20 -11 -12 -13 16 23 -16 22 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0048952079185567545 0.0014413223267494969 0.12522192642821869 -0.017163808563139541 0.019685977999392056 -0.002577069383550055 0.032202888057272609 0.020458520019427981 0.0059429258066946069 0.02968047130060655 -0.00021586629939660028 -0.0055351823968077642 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184.64382417267188 leaf_count=239 15904 22 476 37 4478 97 1242 26605 1888 4494 13151 6375 4149 66 673 3398 2005 184 1010 208 489 43 154 4358 277 7172 1168 102 26 19510 internal_value=0.00130655 0.00162428 0.00183097 0.0130982 0.00137352 -0.00309591 0.00239566 0.00153583 0.0113745 0.00548105 -0.00142048 0.00439796 0.000140946 -0.0164884 -0.00488447 0.024246 0.00517638 -0.00023874 -0.00248989 -0.00389143 0.0262632 -0.0169875 0.0267779 -0.0224906 -0.00968336 -0.0281387 0.0291403 0.0126946 0.0549116 -0.0293709 internal_weight=19525.5 19325.5 19192.5 748.285 18444.2 3432.06 15012.2 13700.8 1311.35 939.819 6738.7 6962.12 2763.8 668.263 1382.78 407.754 1381.02 340.53 200.839 303.293 371.534 23.4415 384.313 467.424 225.048 133.022 353.716 78.245 3.11079 199.902 internal_count=120000 100251 93031 6047 86984 16836 70148 62035 8113 5736 29055 32980 11305 5531 5151 4800 6154 1247 1107 1063 2377 80 4720 4424 753 7220 4566 310 48 19749 is_linear=0 shrinkage=0.05 Tree=205 num_leaves=31 num_cat=0 split_feature=501 394 497 507 506 501 384 444 441 264 510 281 427 499 450 501 512 296 460 431 335 501 295 497 446 335 78 153 506 196 split_gain=79.1215 50.3801 40.3685 39.0099 47.1027 31.7897 31.3433 30.7853 27.9259 26.3858 25.02 26.4127 24.9123 24.866 27.8945 24.3171 24.1981 23.9532 22.1403 19.2897 18.871 18.8528 17.498 14.308 13.1201 17.5893 12.9094 13.2113 14.102 11.5916 threshold=-1.5247683525085447 0.78719791769981395 1.2757804989814761 -0.044273920357227319 -0.34626437723636622 0.48275098204612737 0.53604769706726085 0.20101332664489749 0.37509149312973028 0.87101745605468761 0.30468608438968664 -0.24173323065042493 -0.44642913341522211 0.42009218037128454 -0.69595402479171742 0.78576651215553295 1.0213394761085512 -0.47768367826938624 -0.87480252981185902 -0.5928475260734557 0.30434557795524603 0.1930985823273659 0.13480214029550555 -0.91826939582824696 -0.88956886529922474 -0.84483340382575978 -0.32573516666889185 -0.20877522230148313 -0.63771626353263844 -0.0029114020289853211 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 7 18 9 12 -9 26 20 -12 -2 -4 24 -8 17 -6 23 -18 -7 -20 -11 -5 25 -15 29 28 -28 -3 right_child=1 6 13 5 16 10 15 8 -10 22 11 -13 -14 14 -16 -17 19 -19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.033167738353267522 -0.00084848670148901571 0.0051652068697253615 0.010115041815135364 0.030640447395851141 0.012185276282437861 0.0011313914967910632 0.0082282817652538937 -0.00098666041277004394 0.011753404814138613 -0.028038842982540807 -0.003934096384496823 -0.036128087565280846 -0.011208562093577543 0.05495069627652014 -0.029561736487666485 0.024961771469723362 0.0037896530878182679 0.0032854925555828823 -0.019820723008022349 -0.031124823052810047 0.014432556866338207 -0.0074446243171962306 0.0011793575877020084 8.532006861731508e-05 -0.012104472778446316 -0.0052408871935026129 0.034128334114049877 -0.0085289553770482689 0.001945501346065207 0.01691633564245856 leaf_weight=173.19988243049011 1428.177770155482 1627.3435065010563 90.719413984566927 47.608141772449017 1504.0580042982474 1291.6031242813915 789.72872464545071 1230.9597819047049 660.55002733040601 109.02459753677249 962.1074486663565 68.198049961589277 978.63483025506139 18.94118519499898 257.11779777705669 300.29715337231755 85.370602328330278 1524.2297523524612 383.97094365861267 73.240711892023683 336.29035485070199 1565.8162238802761 95.992654618807137 196.25673560146242 165.31672718655318 33.08389382623136 35.829553465358913 330.12425348255783 659.98585179448128 241.50533349905163 leaf_count=23564 8054 7546 851 179 7192 6139 4055 6665 2440 1864 6180 667 6179 163 3117 2687 312 7592 3493 415 1779 9989 523 804 1559 307 176 1698 2665 1146 internal_value=0.000446154 0.00078726 -0.000759326 -0.000160253 0.00210293 -0.00365279 0.00555095 -0.00131137 0.00346015 0.00298419 2.20066e-05 -0.00607324 -0.00506337 -0.0138251 -0.0184143 0.0128447 0.00670943 0.00770765 -0.00810788 -0.0123105 0.00388294 -0.0098853 -0.0143401 0.00608101 -0.00519619 0.016641 0.00421332 -0.000288541 0.00361454 0.00668727 internal_weight=17265.3 17092.1 12902.3 12337.1 7485.22 4851.85 4189.83 4298.32 1891.51 3099.81 2658.2 1030.31 2406.81 565.179 474.46 1090.03 3186.9 3028.29 2193.65 158.611 1627.89 1949.79 205.017 243.865 217.342 52.0251 2894.79 1025.94 695.815 1868.85 internal_count=120000 96436 74076 68079 38849 29230 22360 23338 9105 15618 14765 6847 14233 5997 5146 6742 15511 14784 14465 727 7918 13482 2387 983 2029 470 13231 4539 2841 8692 is_linear=0 shrinkage=0.05 Tree=206 num_leaves=31 num_cat=0 split_feature=501 517 462 385 501 499 398 499 418 450 328 499 515 473 466 418 514 499 505 413 516 264 516 495 506 410 331 276 517 509 split_gain=218.235 177.429 159.649 93.7543 82.1766 103.643 58.0001 56.869 56.5804 58.7292 49.4437 48.2958 46.4376 42.7844 39.9856 38.1407 37.3418 34.4984 30.9577 30.9312 30.7147 26.1464 23.9658 23.5793 22.8911 22.6673 22.5284 22.3537 21.0686 20.6526 threshold=0.38224689662456518 0.66716027259826671 -0.37832637131214136 -0.55477023124694813 -0.016069891862571236 0.44043914973735815 -1.1943318843841551 0.44043914973735815 0.086954019963741316 -0.90546190738677967 -0.5290711224079131 0.29076987504959112 3.1477131843566899 0.077466979622840895 -0.48630671203136439 0.66741889715194713 0.38223391771316534 0.38517163693904882 0.1700992360711098 -0.46848988533020014 -0.2566829770803451 -0.46904626488685602 0.18905099481344226 -0.40321321785449976 -0.072103887796401964 -0.31758506596088404 -1.2839949727058408 -0.54838049411773671 0.80880317091941845 0.53641155362129223 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 7 10 -4 17 26 11 24 -10 22 -1 -8 14 25 16 -7 -6 20 21 -11 -12 -3 -18 -9 -5 -2 -16 -20 -27 right_child=1 3 4 13 5 15 12 8 9 18 19 -13 -14 -15 27 -17 23 -19 28 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=0.023153260650778617 0.040640511411025183 -0.0085289310706990491 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82.644445800222456 271.21940224245191 453.62557318713516 137.10931582935154 275.48325665667653 144.58161833230406 98.886670655570924 246.35643754526973 160.16543029155582 74.38616269081831 164.15112868975848 leaf_count=1766 197 3001 24172 2398 520 2416 41793 4313 1772 1373 516 4828 542 4818 1606 2315 849 3584 742 632 1296 3265 634 3120 1036 888 2708 1363 375 1162 internal_value=-0.00412997 -0.0115919 0.00495953 -0.00313923 0.0150072 0.00820665 -0.023475 -0.00599396 -0.00153645 0.00702517 0.00640228 -0.0243983 -0.027196 -0.0126526 -0.00730682 0.0149394 0.00818472 -0.0207859 0.0150583 0.016119 0.0212506 0.0202887 -0.00346327 0.0171593 -0.0133615 -0.0168744 -0.00222652 0.0035475 -0.00583464 -0.00661666 internal_weight=8043.33 4417.42 3625.91 2581.62 1891.37 1327.29 1835.8 1734.54 1396.65 809.892 1288.65 337.888 1562.01 1292.96 961.782 1077.33 711.728 249.96 597.429 649.448 461.027 566.803 639.205 441.017 586.763 511.405 273.793 450.376 136.402 263.038 internal_count=120000 65523 54477 20283 36976 12804 45240 17501 10907 5558 8048 6594 42335 12235 7417 8700 6385 4104 3786 4413 2669 3781 3635 3969 5349 4448 2905 2969 1117 2050 is_linear=0 shrinkage=0.05 Tree=207 num_leaves=31 num_cat=0 split_feature=501 516 240 476 439 404 505 272 423 513 281 506 393 222 514 191 117 445 453 265 392 325 498 139 437 242 506 486 502 496 split_gain=71.1357 38.5615 41.7011 34.3351 33.8975 40.5059 28.3956 26.9192 28.9959 26.17 31.4888 25.7088 23.5989 20.1118 16.6672 15.1833 14.813 13.9594 13.1574 13.0829 13.9471 12.8114 12.3787 11.9899 10.5966 9.49614 7.38865 7.21968 6.13874 29.045 threshold=-1.5247683525085447 2.1909917593002324 -0.044782031327486031 -0.48405896127223963 -0.64191386103630055 1.929057836532593 0.86440530419349682 0.96832573413848888 0.80888760089874279 0.75811484456062328 -0.1013878397643566 0.23175379633903506 -0.090871583670377717 -0.17955780774354932 0.38223391771316534 -0.052635520696640008 -0.47868973016738886 -1.0278299450874326 -0.625026375055313 0.52042400836944591 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0.027024252172032987 -0.011345450906808757 0.027555856933677216 0.026054512584299895 -0.018308558970027321 -0.029628925896719938 0.015942965625745771 0.41312370174774105 -0.02976902143643272 leaf_weight=155.14887983212247 4165.8976161945611 83.946300776675344 144.9458099976182 3026.8132726419717 4608.9524305257946 358.24822549521923 19.781936795450747 201.77212615683675 843.75012686103582 242.20366971939802 39.18072054721415 659.53308684565127 2170.5354816522449 90.218530187383294 181.12856050767004 90.309167925268412 139.28608248010278 1413.7521174568683 145.85832879506052 38.771827252581716 148.30696629360318 17.636199774220586 140.83458292484283 103.64365432225168 25.713084740564227 100.80042090080678 14.195206262171267 68.936492087319493 0.34333352372050319 2.0980056552216402 leaf_count=23326 18050 4047 663 13398 22881 3001 119 825 4231 824 193 3016 9720 622 1166 687 1088 5990 2083 164 1229 102 559 461 328 487 62 440 7 231 internal_value=0.00127807 0.00155179 0.00169996 0.00118855 -0.000495773 0.00160503 0.0123239 -0.00403096 -0.0027781 0.00396981 0.00207351 0.00129598 0.00249155 0.00768906 -0.0166784 0.0185735 0.0297533 0.00896639 0.0223111 0.00104439 0.0110143 -0.0143674 0.00042349 0.0111194 0.00484281 -0.00652648 0.00369481 0.0282893 -0.0321664 0.0443542 internal_weight=19442.5 19285 19201 18319.7 11408.8 7155.37 881.266 4253.46 3870.56 6910.9 5010.47 4825.43 6779.49 696.484 382.901 263.659 184.781 1900.43 185.039 432.825 187.079 375.884 383.038 1517.4 45.495 245.746 104.414 159.246 157.59 2.44134 internal_count=120000 96436 92389 86500 55324 35704 5889 19620 17629 31176 23342 21066 32601 4354 1991 1811 1535 7834 2276 2543 1393 3103 1383 6451 447 1150 684 1127 23564 238 is_linear=0 shrinkage=0.05 Tree=208 num_leaves=31 num_cat=0 split_feature=501 513 497 393 519 506 507 501 499 281 503 225 450 385 484 322 33 461 281 508 503 496 386 501 513 305 450 446 394 387 split_gain=74.1143 50.2378 44.747 42.7468 34.3526 31.3214 51.2006 42.2512 28.985 28.5102 25.2364 25.1514 23.9475 21.1084 22.6086 20.8291 20.4367 18.7403 18.4096 16.7072 18.432 16.1345 15.2548 14.1087 13.873 13.3638 12.3358 12.1505 13.4656 12.1348 threshold=-1.5247683525085447 0.92135727405548107 1.2757804989814761 -0.1553741171956062 0.76387032866477977 -0.41270636022090906 -0.17148081213235852 0.48275098204612737 0.42009218037128454 -0.23703691363334653 0.3273169100284577 -0.1691133454442024 -0.73301705718040455 -0.75017061829566944 -0.54167249798774708 0.27001684904098516 0.12389578670263292 0.76156514883041393 -0.32351547479629511 -0.18335236608982083 0.34921188652515417 0.59358471632003795 1.8077460527420046 0.609509438276291 1.1622493267059328 0.17546628415584567 -1.0027123093605039 -0.88956886529922474 -1.0224131345748899 0.97964051365852367 decision_type=2 2 2 2 2 2 2 2 2 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 9 13 10 -8 -4 15 -7 19 27 14 -2 17 18 23 -13 20 -5 -21 -15 -3 26 -18 -6 28 -10 -19 right_child=1 4 8 11 24 6 7 -9 12 -11 -12 16 -14 22 -16 -17 25 29 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033135950416601799 0.0094873726790488024 -0.0048220339640027855 0.012890626227671216 0.0058631560275646359 0.034405499547315886 0.0024964109566153656 -0.0071971132471110909 0.003328517088504629 0.045063687436677005 -0.022674727217907396 0.012674883100519414 0.0077800206549506826 -0.027522519368179451 -0.0070798389613044663 -0.0062195252623755883 0.018423895763459812 -0.021514254475277536 -0.021129790876471807 -0.011252040367075288 0.0047820406713850079 0.014586687611594613 -0.020268723163506933 0.0081502621796275803 0.0057066832976329918 -0.02998872525522206 0.012162105219930497 -0.014163563794435719 -0.011301313482629763 -0.0081903127671253944 0.013360165210851972 leaf_weight=162.70748241432011 546.40161141194403 783.72349863126874 94.826773708686233 1120.6394076421857 13.655409872531889 1091.8110290626064 1618.0993645023555 2320.155289423652 23.039409060031176 170.12125155329704 1381.1816653711721 498.22718634642661 256.67304778005928 2203.5369936907664 394.03859343938529 125.06833098176867 161.55516649782658 186.84402589686215 170.30477009527385 1101.7607971476391 1324.359437067993 68.100655231624842 177.29014172777534 535.36144293565303 170.40748962014914 35.752188723534346 246.95555809792131 148.68102094810456 24.05692295357585 29.276800602674484 leaf_count=23564 2498 3670 730 5074 77 5279 8899 13219 192 1068 6896 1997 2926 14876 2022 651 867 841 1060 4973 6111 337 729 2711 4526 193 2304 1365 211 134 internal_value=0.000438413 0.000759827 0.00182331 0.00236384 -0.00617922 0.00050274 0.00254472 -0.000994922 -0.0122035 -0.00318502 0.00818345 0.00640513 -0.0174756 -0.00343747 0.002901 -0.00118373 -0.00124403 -0.00278545 0.00292327 0.00823864 0.0105908 0.00331789 -0.00594332 -0.000544969 -0.0188793 -0.0153837 -0.0115873 -0.00427067 0.0177958 -0.0164305 internal_weight=17184.6 17021.9 14760.5 14213.2 2261.41 9732.51 6411.25 3938.25 547.277 1830.4 2472.99 4480.7 452.45 3321.27 940.44 1660.27 865.839 1535.21 668.532 3614.86 2445 1169.86 2380.83 1319.08 431.018 197.307 260.611 195.777 47.0963 216.121 internal_count=120000 96436 80454 75030 15982 54418 34293 22118 5424 9075 12175 20612 4694 20125 4520 8007 4117 7356 3057 16495 11185 5310 15605 6381 6907 1060 2381 1768 403 975 is_linear=0 shrinkage=0.05 Tree=209 num_leaves=31 num_cat=0 split_feature=501 475 500 499 450 516 439 264 433 386 504 506 511 272 497 501 516 499 499 438 506 514 515 412 516 496 499 516 427 438 split_gain=202.724 151.42 149.777 141.169 79.7204 70.7862 70.3941 52.2924 51.9443 51.6212 41.0188 41.0492 37.7651 36.8947 31.8008 29.9759 49.4899 34.7824 39.4901 29.1229 28.0973 23.691 23.1476 21.7012 19.8569 18.3673 18.2887 16.8779 16.7558 17.2056 threshold=0.38224689662456518 -0.15744177252054212 0.92093861103057872 0.44043914973735815 -0.89163991808891285 -0.24784202873706815 -0.76901334524154652 -0.41959010064601893 -0.50954437255859364 -0.067023284733295427 -0.15421512722969052 0.30196300148963934 1.2392336130142214 -0.13443286716938016 0.23530638217926028 -1.5247683525085447 -0.48697647452354426 0.44043914973735815 0.39533230662345892 2.4802004098892216 -0.42458884418010706 0.91199100017547619 3.1477131843566899 -0.66370826959609974 0.38376969099044805 -0.097200073301792131 0.38149669766426092 0.1546118035912514 -0.54635021090507496 -0.69192433357238758 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 26 -5 14 7 25 19 13 -7 -12 22 23 -6 -3 -17 18 -18 24 -16 -14 -8 -10 -4 27 -1 -2 -19 -30 right_child=2 15 8 4 5 10 12 -9 9 -11 11 -13 21 -15 20 16 17 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0018472224943247495 -0.016770092830427904 0.032798926369387131 -0.01811503666601021 -0.015321062192360166 -0.015147072348535545 0.037878865210878597 -0.028002489421555223 0.0076003846307357258 -0.011421518430825938 -0.01699029165906854 0.003636472103801699 0.028746131834157251 -0.016079138242746836 0.025218162887810966 -0.0066510800201359651 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847 1085 627 961 1373 265 581 571 208 3104 390 4127 6871 911 1153 3737 internal_value=-0.00408882 0.00473073 -0.0113428 -0.00253549 0.00323756 0.00875552 -0.0187038 -0.00834734 0.000357156 0.00710864 0.0172611 0.0118986 -0.0250789 0.0121772 -0.0051042 0.0193016 0.0146169 0.0183096 -0.00317372 -0.0111036 0.00876322 -0.000144706 -0.0273753 0.00406339 -0.0145928 -0.0164032 -0.0281577 -0.0112146 0.0233292 0.0273402 internal_weight=7921.05 3574.48 4346.57 2384.91 1946.28 1500.47 2668.23 1017.04 1678.34 1056.46 930.046 738.393 1651.19 873.083 570.428 1189.57 883.497 805.25 152.332 621.878 239.389 139.439 1511.75 538.532 563.485 675.919 438.633 485.174 652.918 522.179 internal_count=120000 54477 65523 22704 15252 11169 50880 12337 14643 9951 6041 5081 38543 7429 5128 31773 8936 7851 2000 4692 1428 2045 36498 4406 4427 9135 7452 5008 5851 4890 is_linear=0 shrinkage=0.05 Tree=210 num_leaves=31 num_cat=0 split_feature=499 516 240 513 506 385 501 343 499 508 516 413 504 46 501 272 505 496 308 265 238 337 386 454 481 326 282 494 430 78 split_gain=66.6655 41.6856 39.1138 35.4578 50.4576 45.1071 46.8013 39.7703 37.7256 35.1869 31.771 28.2132 26.8286 26.7975 26.5331 21.9336 18.5306 16.116 18.7035 14.1934 13.5115 13.3866 11.2758 10.0773 9.74897 9.19771 9.03614 8.9801 7.76423 7.43905 threshold=0.15222413092851642 1.4701720476150515 -0.044782031327486031 0.6596612036228181 -0.204686664044857 -0.46868988871574396 0.70195019245147716 1.3266081213951113 0.43836666643619543 -0.22543853521347043 0.20301254838705066 1.3922556638717654 -0.016812394373118874 -0.066087402403354631 0.51979315280914318 0.74233049154281627 0.81947082281112682 0.40575335919857031 -0.38260716199874872 1.5929655432701113 -0.090143330395221696 0.026801831088960174 1.8637326359748843 1.7203919291496279 -0.064790412783622728 -1.3647950887680051 3.5770659446716313 -0.95965212583541859 -0.89993056654930104 0.7615751624107362 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 3 4 5 6 -2 10 9 -6 14 -7 -12 16 -5 -10 19 24 -19 27 22 -18 -15 25 -9 -3 -21 -4 -1 -22 right_child=1 23 13 7 8 11 -8 17 15 -11 12 -13 -14 20 -16 -17 21 18 -20 26 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0052348335870312512 -0.0036966619868199235 0.052916715160304051 -0.021981329167402426 0.0093918898643001666 -0.0089172008588770356 0.0046309490608151451 0.018915323299711576 0.015732842296750836 -0.0064731679151338152 0.0069695524526136657 -0.021203332463500243 0.024537016053746641 -0.00062333768827098465 0.016759957907978146 0.0012456782314103313 -0.021119304597377694 0.029412719893771862 0.022803210595481297 0.076920543089380289 0.020780255675084045 0.03570000256333191 -0.02314158143491369 -0.033832829608066051 0.082012211776288174 -0.032870707709892005 -0.031774779565279083 -0.036277675597666648 0.00034046957250974722 -0.03194612968856779 -0.0050607931222521191 leaf_weight=15.050988755188881 3272.6529124267399 3.1654557096771887 52.336379674263299 2063.1503034476191 520.89984870329499 4244.9960426846519 245.89027765579522 375.60745166009292 2617.6183164040558 1052.2119091148488 184.60492763109505 185.84944899566472 1114.4864195422269 61.387900209054351 1942.0784989017993 283.67694046208635 110.33983277948573 51.850204419344664 23.346304148435593 109.61092655733228 169.85703141754493 13.427708470262585 13.274952081963418 1.9456039397045959 10.453382439911364 116.97753440821543 7.2576141208410254 317.31378790922463 167.15056326659396 11.7303981911391 leaf_count=239 13835 48 193 8083 2706 19487 1332 1516 13127 5343 1354 3049 5462 372 10092 1337 1052 214 98 980 1407 93 46 21 45 7151 31 1678 19510 99 internal_value=0.00124588 0.00153218 0.00171908 0.00122431 -0.00027919 0.00211098 -0.00211453 0.00446491 -0.00452672 0.00170561 0.003239 0.00546756 -0.00355307 0.0120976 0.00544329 -0.00790761 0.00638716 0.0185478 0.0397513 0.00197969 0.0256704 0.0236566 0.00766453 -0.0275766 0.0143957 -0.0294596 0.0171662 -0.0028115 -0.0288461 0.033038 internal_weight=19360.2 19178 19055.9 18189.4 12423.8 7949.39 3518.54 5765.58 4474.41 1573.11 5304.32 4430.85 1299.09 866.537 4005.23 2901.3 610.286 461.257 75.1965 486.519 256.25 123.768 74.6629 122.089 386.061 120.143 116.869 369.65 182.202 181.587 internal_count=120000 100251 93031 87080 60216 37703 15167 26864 22513 8049 24991 22536 6816 5951 18175 14464 4027 1873 312 2882 1924 1145 418 7220 1561 7199 1011 1871 19749 1506 is_linear=0 shrinkage=0.05 Tree=211 num_leaves=31 num_cat=0 split_feature=501 517 347 384 259 508 506 431 296 129 501 516 435 452 146 515 516 393 262 497 452 512 398 451 316 519 430 25 502 264 split_gain=69.2958 53.3673 38.5932 41.3786 32.1132 28.0712 38.3531 31.0218 24.0591 20.2824 20.0476 22.5684 19.8675 19.1246 18.8668 18.804 23.8475 20.7426 18.6253 17.5424 17.2627 15.8772 15.6307 14.5473 17.4616 14.9571 13.3592 13.3589 15.821 13.0992 threshold=-1.5247683525085447 0.098409730941057219 -0.33538872003555292 0.53604769706726085 -0.77091005444526661 -0.023772425018250939 -0.054956922307610505 0.6427353322505952 0.24229206144809726 -0.36318311095237726 0.46986563503742224 -0.068168353289365755 0.37294475734233862 0.84985050559043895 -0.45246089994907374 0.56328448653221141 0.13353777676820758 -0.36053304374217982 0.1389696076512337 -0.77578216791152943 0.82447728514671337 0.10513334721326829 -1.0245374441146848 -0.092686086893081651 0.62521651387214672 0.70614153146743786 0.28067985177040106 -0.20636137574911115 1.1550827622413637 0.33268912136554724 decision_type=2 2 2 2 2 2 2 2 2 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 13 -4 6 7 15 10 -6 11 19 29 18 27 17 -17 -2 22 -7 -16 -9 -3 25 -25 -12 -13 28 -8 -5 right_child=1 2 4 12 9 8 14 21 -10 -11 23 26 -14 -15 20 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.033102146911516604 -0.00012648797395565075 -0.011940443456633124 -0.0019753906554281775 0.0083065925006188014 -0.0092318343704971134 0.017775833418211616 0.013513294382882558 0.0024883408494045544 -0.011343620702313088 -0.023744857904901984 0.01089747277330827 -0.017211914877093778 0.02452967409821101 -0.019058421958975086 0.0078512703318425366 0.0226247247664811 -0.0030592496568343994 0.0058605594410337395 0.0092712101926862994 -0.0032018303704476818 -0.0085578426634545929 -0.010171448413257993 -0.0012716361725792309 -0.008578888506663029 0.01135610991227815 -0.018689878103382362 0.0053049032184413931 0.030446492705093909 -0.023101544378938153 -0.021589554604130215 leaf_weight=152.52944779489189 3100.8252077428624 449.89984343852848 756.98319248575717 318.972746392712 542.51194286439568 132.20704127848148 932.2644062936306 379.42855951283127 547.41907748021185 435.41239506099373 691.26158194616437 370.21189166978002 200.3584206616506 175.73556618299335 923.49448559060693 264.46075330674648 136.75339103490114 2709.2546305889264 318.04335724096745 403.04222598671913 193.57598105724901 709.91413893178105 1454.1033776318654 332.94272433500737 163.70078388787806 45.320266662165523 79.691789778880775 114.64548216760159 30.280381605029106 41.22690596897155 leaf_count=23564 13643 3692 5307 1933 6368 408 4916 2429 2380 8693 3321 2045 1449 1867 4417 1056 595 11126 2439 1389 694 2893 9543 1460 665 200 368 426 105 609 internal_value=0.000436763 0.000738991 -0.00379466 -0.000320653 -0.00971524 0.00247484 0.00376626 0.00202316 -0.00195671 -0.0157005 0.000357806 -0.00495752 0.0119063 -0.00318155 0.00956316 0.00338862 0.0138593 0.00266448 -0.00192284 0.00197268 0.00500277 -0.00575751 -0.00379571 0.00460803 -0.001997 0.00906795 -0.0132121 0.0142868 0.012354 0.00486589 internal_weight=17106.5 16953.9 4693.25 2958.34 1734.91 12260.7 9494.9 7300.64 2765.8 977.924 2218.38 985.153 560.558 2397.78 2194.26 6211.29 401.214 5810.08 2222.05 535.249 1117.07 1089.34 1904 1233.23 496.644 736.582 449.904 1077.19 962.545 360.2 internal_count=120000 96436 41900 21532 20368 54536 42300 31742 12236 15061 9856 4210 3991 17541 10558 26420 1651 24769 15674 1797 5111 5322 13235 5646 2125 3521 2413 5447 5021 2542 is_linear=0 shrinkage=0.05 Tree=212 num_leaves=31 num_cat=0 split_feature=501 398 462 391 501 499 293 395 500 450 495 522 499 505 415 506 430 468 272 515 516 423 516 303 386 499 398 433 511 397 split_gain=187.929 166.824 140.941 94.0864 76.4391 92.3416 60.2951 53.9295 52.0555 37.1219 36.0474 35.2694 31.3533 28.8403 31.4519 38.824 28.419 27.5297 26.9053 25.6222 25.4723 23.5888 20.3641 23.7047 19.576 19.2177 18.2077 17.9715 17.4876 17.4054 threshold=0.38224689662456518 -0.64959454536437977 -0.37832637131214136 -0.23474644869565961 -0.016069891862571236 0.44043914973735815 -0.51367989182472218 0.21076445281505587 1.0463958382606509 -0.8852059245109557 -0.64358234405517567 -0.26457948982715601 0.41464507579803472 0.17660018056631091 -0.40240204334259028 -0.066021423786878572 -0.39223888516426081 -0.39953525364398951 0.09108543768525125 3.4951291084289555 -0.2566829770803451 0.41647320985794073 0.54629918932914745 -0.46356959640979761 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0.030711049252001962 -0.014030171335398368 0.029156371118654146 0.0058160378072424426 0.030554939070659082 leaf_weight=412.45176234003156 457.95966150518507 1578.3100799447857 521.92936447635293 269.21630129124969 65.941026056185365 225.75087608024478 92.125163307413459 91.265419065952301 217.35417103301734 114.18512304220349 185.54866675939411 239.20436590537429 172.94471816159785 385.67928617354482 260.31588045414537 133.58018768951297 342.18916230835021 59.924052161164582 202.91177020035684 16.661908911541104 21.069757185876369 68.514705257490277 56.786679364740849 321.16320153046399 110.54876790009439 212.15623522270471 160.62368432153016 355.41543323267251 41.942728488706052 409.97413960937411 leaf_count=4268 3681 39135 24172 2290 759 1378 757 835 1573 1202 2000 1711 3345 4889 3507 998 5862 345 1124 271 271 440 329 2540 1869 1091 2099 3157 491 3611 internal_value=-0.00404897 -0.0110838 0.00450844 -0.00128744 0.0141721 0.00767378 0.0052755 -0.00584673 -0.0210259 0.00924516 0.0140029 0.0187974 -0.0203959 -0.0111031 -0.00607247 -0.0134314 -0.0178919 0.0194009 -0.00162115 -0.0253016 0.0167073 0.00613243 -0.00559022 -0.00770281 -0.00668687 0.0261792 -0.00125779 0.0248867 -0.0259384 0.0242915 internal_weight=7803.64 4283.13 3520.51 2157.69 1821.29 1299.36 1546.29 1699.22 2125.44 438.677 1060.48 834.727 238.886 1260.54 874.863 546.032 611.405 507.465 1038.82 1636.91 347.411 328.831 835.91 779.123 488.527 233.226 377.978 415.339 1620.25 649.179 internal_count=120000 65523 54477 20085 36976 12804 11933 17501 45438 3399 8700 7322 4104 14102 9213 5266 8152 4259 7674 39897 2564 3947 6550 6221 5541 1362 3672 3502 39626 5322 is_linear=0 shrinkage=0.05 Tree=213 num_leaves=31 num_cat=0 split_feature=501 437 413 516 463 486 500 433 450 506 504 498 455 296 505 340 413 395 464 497 503 444 282 50 452 53 437 465 392 438 split_gain=62.1465 36.2106 39.9483 33.9689 29.4155 44.4849 42.2594 44.0753 33.1129 30.3229 33.0719 27.9318 39.2242 26.9231 24.3012 23.2197 23.0773 17.8655 17.8401 16.1589 13.3777 12.662 12.1429 11.9052 11.1274 9.61044 7.95394 8.50163 7.81718 8.69124 threshold=-1.5247683525085447 1.7375352978706362 -0.85448172688484181 2.1909917593002324 -0.15767777711153028 0.31644065678119665 -0.12578472495079038 -0.50954437255859364 -0.5053422451019286 0.0081662526354193705 0.52421543002128612 0.025873398408293728 -0.74284416437149037 -0.46636378765106196 0.21059074997901919 0.091400884091854109 -0.83025470376014698 -0.40503287315368647 -0.44021140038967127 -0.70265427231788624 0.77057313919067394 -1.2513130903244016 1.4396201968193056 -0.40520420670509333 2.8471131324768071 -0.50703263282775868 3.1064506769180302 0.4156316369771958 0.069036033004522337 0.86298617720603954 decision_type=2 2 2 2 2 2 2 2 2 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 20 4 9 6 18 -8 16 11 13 12 -2 -11 -12 -13 -7 -10 -6 23 21 26 -22 -4 25 -23 27 -3 29 -21 right_child=1 2 19 -5 5 8 7 -9 17 10 14 15 -14 -15 -16 -17 -18 -19 -20 28 22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.031984896811446707 0.01622361458134192 -0.015373233333381576 0.036507412633358459 -0.032550223783328391 -0.0048152314685166809 -0.00166890839969935 0.00072789779000536009 -0.01157281472977674 0.0022040982362609841 -0.0082694943430273692 0.0013398069024363581 -0.0018237094318777907 0.0044558018863092011 0.0016510743951436441 0.017599387511831616 0.005991269164426878 0.012808232613116531 -0.017519363362685631 0.0046202099405074836 0.018345801444361411 0.038067033020679292 -0.041532267622315225 -0.048884657502503426 -0.029797924410039024 0.038937408128784608 -0.010245957518362955 0.018324518493839353 0.024731954049476642 0.031191013615903814 -0.045756695267098559 leaf_weight=139.80461245030165 1023.4754301775247 51.929986845701933 9.4121920969337207 74.913349908776581 735.02614970970899 370.09944058023393 1119.4669606424868 2079.7205147380009 267.85383665189147 1475.5388848520815 681.05693911015987 2043.5603562109172 2304.1491255350411 1273.2935997024179 347.32745512854308 1775.7588075082749 1067.4167156023905 200.32882093265653 1570.9509762031958 106.39376547932625 33.565996320918202 31.287008125334978 4.4247778858989468 23.127951167523861 9.3477970976382476 116.88476854935288 74.388249222189188 17.557963773608208 249.18426902592182 5.4293765276670447 leaf_count=23564 5897 171 48 4013 4619 1582 4345 11994 920 7422 2770 8837 9042 6176 1501 8013 4853 1089 7261 792 173 102 22 119 35 407 289 61 3864 19 internal_value=0.00121684 0.00145975 0.0123584 0.00102552 0.00116315 -0.00126789 -0.00354763 -0.00726707 0.00531503 0.0028128 -0.00080962 0.00472797 0.0080771 -0.00367245 0.00683737 0.00180855 0.00907765 -0.00622656 0.00161043 0.0231965 -0.000197773 -0.00373973 0.0277068 -0.0104129 -0.013541 -0.0169095 0.00695815 -0.00514677 0.0262419 0.0151506 internal_weight=19282.7 19142.9 732.934 18409.9 18335 7410.86 5505.16 3199.19 1905.7 10924.2 3777.22 7146.94 3327.62 2748.83 1028.38 3819.32 1437.52 468.183 2305.98 393.548 339.387 301.396 37.9908 32.5401 157.52 148.172 143.876 69.488 361.007 111.823 internal_count=120000 96436 6102 90334 86321 36663 28219 16339 8444 49658 17869 31789 14939 13598 4271 16850 6435 2009 11880 4842 1260 1065 195 167 544 509 521 232 4675 811 is_linear=0 shrinkage=0.05 Tree=214 num_leaves=31 num_cat=0 split_feature=505 516 497 393 433 473 518 495 347 86 393 452 361 261 486 499 450 206 227 385 508 479 449 122 284 296 314 295 506 403 split_gain=67.5497 50.204 41.3513 41.1386 33.9284 41.9244 27.0031 23.6621 23.6571 41.6588 22.7125 22.5059 20.7456 19.3299 18.9918 17.1884 23.6582 15.7651 15.3504 15.2393 12.9214 12.602 13.6342 11.9694 11.8985 10.9011 13.4952 9.1145 9.05426 8.93196 threshold=-0.73250573873519886 1.9316938519477846 1.4869871139526369 -0.23016583174467084 -0.051424989476799958 0.34155324101448065 -0.22228510677814481 -0.88694781064987172 -0.28688147664070124 -0.17690941691398618 0.63970094919204723 0.69362992048263561 -0.5408450961112975 0.9895140826702119 -0.87623873353004444 0.41708438098430639 -0.62081146240234364 0.34998184442520147 2.2550826072692876 -0.590329349040985 -0.23417954146862027 -0.0165938027203083 0.22759681940078738 -0.34061311185359949 1.8770889639854433 -0.71630269289016713 -0.33258014917373652 -0.059572771191596978 0.12731812149286273 -1.2162740826606748 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 5 7 12 -2 13 11 19 -10 -6 20 -7 27 23 -11 -15 -1 -5 22 28 29 -8 -24 -27 -4 -21 -17 right_child=1 -3 15 8 6 14 24 -9 9 17 -12 -13 -14 18 -16 16 -18 -19 -20 21 -22 -23 25 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.020415899607045072 0.006220246762149776 -0.032789531119745301 -0.016272236058280508 0.0096279667376998456 -0.015663098964575409 0.0010167868658187147 -0.022045586879792387 -0.0018876703352075502 0.0070933780820742545 -0.019229388933394865 -0.030887807388489799 -0.0076608834356210465 0.00071453117557729057 0.019402141474789938 0.011803904383934177 0.065910667390672362 -0.033626379661694454 0.0075650715037379485 -0.027796009856469468 -0.0010375281403239259 0.0029950471817944573 -0.020337851874899653 -0.00055906873473303951 -0.025275487427415262 0.012797284082874401 0.1102483136593905 0.011538323202523718 0.023342263128049465 -0.036786570749752057 -0.00023220795749504626 leaf_weight=219.26106163579971 1058.5431289952248 108.05555728124455 22.423242707271129 1502.102439135313 256.1912534260191 638.3070658906363 322.00106886820868 5995.0094356895424 1390.4918649559841 296.82679835893214 150.8485193378292 317.08351261261851 785.37613135762513 431.89859868912026 1136.296354433056 5.2503749616444102 153.78438679687679 66.991618699859828 17.772075718268752 338.68205750733614 1442.0695984843187 99.600229332223535 11.780866976827385 56.540475738234818 26.268582808785141 7.4001884832978249 6.7110135322436673 40.346144153736532 18.615075393114239 107.8640779517591 leaf_count=1687 5865 6496 336 6989 2021 3261 4274 32864 6865 1513 18188 1827 3595 1802 6146 47 2898 297 89 2336 6724 1395 67 665 109 43 78 308 127 1088 internal_value=0.000436686 0.00116004 0.00138884 0.00178719 -8.51685e-05 0.00105754 -0.00734676 -0.000670116 0.00528867 0.00107503 -0.0132764 0.00435041 -0.00331014 0.00785884 0.00792698 -0.0147706 -0.0194215 -0.0142811 0.0175199 -0.00948126 0.00638104 -0.00450169 -0.00036821 -0.00650372 -0.0194003 0.0345809 0.0640671 0.00910779 -0.0029238 0.00284925 internal_weight=17030.4 16177.5 16069.4 15683.2 10218 8828.16 1389.84 7053.55 5465.24 2071.39 852.899 1707.58 1041.57 3393.84 1774.6 386.209 323.439 363.818 449.671 702.05 2944.17 482.789 383.189 169.655 348.27 25.8921 14.1112 62.7694 357.297 113.114 internal_count=120000 96079 89583 84241 58135 48136 9999 38729 26106 10502 23921 8692 5616 15604 9407 5342 4698 1810 1891 5733 13713 4046 2651 1800 4383 188 121 644 2463 1135 is_linear=0 shrinkage=0.05 Tree=215 num_leaves=31 num_cat=0 split_feature=501 517 462 398 433 473 398 264 516 395 475 499 460 516 454 464 513 516 413 392 392 507 400 433 501 422 515 505 497 264 split_gain=174.981 212.319 129.678 110.174 85.5954 67.4045 65.022 52.2142 48.547 46.3735 37.0513 50.9526 33.5618 33.1296 32.3671 29.0463 27.6134 38.9565 25.0692 23.5183 23.2349 21.0884 20.4539 20.2112 19.1772 23.6559 17.7928 16.8527 16.2437 15.4454 threshold=0.22992813587188723 0.47816623747348791 -0.42062120139598841 -0.044434620067477219 -0.50954437255859364 0.34155324101448065 -1.1610853672027586 -0.47435314953327173 2.1909917593002324 -0.088955260813236223 -0.15726778656244275 0.44043914973735815 0.17414443194866183 0.18905099481344226 0.067211359739303603 0.84331971406936657 0.63432011008262645 -0.021773086860775944 -0.85448172688484181 -0.8756413161754607 0.41522003710269934 0.58362576365470897 -0.60509544610977162 0.30264760553836828 0.609509438276291 1.7667719125747683 2.7018429040908818 0.040457470342516906 4.6028699874877939 -0.38860499858856196 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 9 4 13 7 22 19 18 -1 11 -4 -9 16 -13 -7 17 -3 -8 -6 27 -15 -2 -16 25 29 -5 -11 -20 -24 right_child=1 3 10 26 5 15 8 12 -10 20 -12 14 -14 21 23 -17 -18 -19 28 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01539143996280834 -0.016676713815682611 -0.011439410834485436 -0.022132351782299147 -0.021252226813689185 0.023385184348518273 -0.026048932932160065 -0.014161748227017277 0.023168856996148145 0.031693864800085583 0.034426271647636279 0.027222817164171367 0.026087292884144631 0.0037885752551596987 0.024639326324702737 -0.0095220096133883936 0.013022723899015584 -0.022396422552470596 0.02682667284843987 -0.029927442549010714 -0.0057830431960644727 -0.0086980581655308406 -0.005018057685667307 -0.0037909160770360759 0.05423604918707689 -0.020667683443689976 0.05285871732797516 0.035461179515405478 -0.0049071395376237168 0.099779808128361264 0.033046207595029402 leaf_weight=529.12427430041134 152.79953610897064 358.38807566836476 102.8507093116641 627.53988941572607 82.765065468847752 176.96503573656082 324.88754927460104 895.61855819448829 36.278835590928793 103.98111839033663 651.40658832155168 302.15155273675919 298.54137741867453 105.86922117508948 124.16411792486906 64.778671796433628 409.06537945009768 81.518932851031423 1329.9011306655593 415.76652162335813 86.773737001232803 137.45932142622769 107.68788640759885 13.702035643160341 49.079456733539701 32.836301025003195 13.989308187738059 36.565755335614085 2.3057072153314939 38.486631819047034 leaf_count=6281 1908 2301 1562 9222 361 1905 5646 6260 816 632 26238 2705 1799 501 800 471 2355 437 40925 2362 718 689 1023 90 665 245 417 332 30 304 internal_value=-0.00401725 -0.00841264 0.00891912 -0.00118145 0.00280661 0.00912601 -0.0211977 0.0126549 -0.0253963 -0.0072738 0.0191795 0.00951567 0.0183287 -0.00838011 0.0169279 -0.0155574 -0.0130438 -0.00433249 -0.026651 -0.000926855 0.0115978 0.00786978 -0.00251658 -0.00311436 0.00695066 0.014558 -0.0200024 0.0241612 -0.0296917 0.0058898 internal_weight=7693.25 5742.53 1950.72 3668.27 3026.74 1934.44 2074.26 1692.69 1693.37 756.445 1194.28 542.868 1194.16 1092.3 440.018 241.744 848.972 439.907 1657.09 498.532 227.321 243.329 380.89 137.866 228.09 179.011 641.529 140.547 1332.21 146.175 internal_count=120000 80642 39358 29080 19441 13158 51562 10782 47417 7963 31395 5157 8059 6283 3595 2376 5093 2738 46601 2723 1682 1190 4145 890 2237 1572 9639 964 40955 1327 is_linear=0 shrinkage=0.05 Tree=216 num_leaves=31 num_cat=0 split_feature=499 516 240 500 410 513 385 516 506 505 213 451 46 504 503 380 330 238 337 385 352 494 506 432 386 262 500 330 396 202 split_gain=59.2602 37.1169 35.771 33.3594 34.0406 31.046 42.7831 36.4733 36.1155 31.9565 27.8 25.1508 24.654 24.4724 17.6243 14.8399 13.7502 13.1453 12.5985 11.8215 12.1799 11.7331 18.2672 10.4942 10.4634 10.3042 7.44352 7.2476 6.95793 5.97262 threshold=0.15222413092851642 2.1909917593002324 -0.044782031327486031 1.2109310030937197 -0.31758506596088404 0.6596612036228181 -0.93570125102996815 0.20301254838705066 -0.18657393753528592 0.86440530419349682 -0.55712369084358204 -0.098821416497230516 -0.066087402403354631 0.0060140916611999282 0.70752495527267467 -0.22554644197225568 0.22100391983985904 -0.090143330395221696 0.0091193253174424189 -0.12690127640962598 0.7680947780609132 -0.95965212583541859 -0.40833278000354761 0.5480538308620454 1.8637326359748843 -0.37203267216682429 1.2545269131660464 -0.15587554872035977 -0.58026090264320362 -0.3946168571710586 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 3 5 10 6 9 11 -8 -2 16 -7 14 -9 21 -12 -5 24 -16 20 -6 25 -23 -21 27 -4 -1 -14 -28 -26 right_child=1 -3 12 4 19 7 8 13 -10 -11 15 -13 17 -15 18 -17 -18 -19 -20 23 -22 22 -24 -25 29 -27 28 -29 -30 -31 leaf_value=-0.031316844472618705 -0.0075733387380755501 -0.032070771501788303 -0.039143747536935433 -0.022002471999487305 -0.020823280667948928 0.0038578085176896497 0.0042526934300812346 -0.018858036357208188 -0.0024253440364042948 0.013182915020400058 0.00086525962669294239 0.011865490706257449 0.027362496363029683 0.00052109640518500119 0.027888315199013289 0.016868473988036533 0.018145400812880436 0.032189167263921133 -0.020854514689166073 -0.0098426899295322393 0.00088145088138047261 0.018235889609678084 -0.0034275936386586759 0.013221909318146405 0.0095217664013665538 0.0051753204605912515 -0.032802017251930181 -0.0095898996986866474 0.043649811072392457 -0.05882704144395038 leaf_weight=155.68224508920684 2108.6345890830271 82.09150052536279 30.903846902772784 149.70321245491505 434.32199107436463 2272.8447221554816 5724.3679697215557 190.96743163838983 3131.3430891619064 203.0672196871601 438.68776725931093 1728.2484217118472 42.233930958900601 1102.5750104575418 116.1487704324536 216.72844453342259 24.651783065870404 176.70998430019245 14.77014855481684 238.55971759138629 75.409038102719933 152.43332717288285 267.9919411810115 61.918360268231481 4.9448641240596762 22.382618265226483 5.2117637228220701 19.020976087078452 6.5914762895554286 8.2786045689135772 leaf_count=19637 8302 5871 117 653 2100 10757 29068 1419 17442 883 1739 7262 224 5560 1175 969 113 1531 116 1499 312 1342 1285 213 17 92 61 161 51 29 internal_value=0.00119325 0.00145405 0.00159965 0.00112706 -0.00567245 0.00180478 0.000309179 0.00495827 0.0018908 -0.00574739 0.00144037 0.00731814 0.0115885 -0.00233724 0.00610568 0.00616648 -0.0162902 0.0247584 0.0223393 -0.0129624 -0.017603 0.0016049 0.0044175 -0.0050704 0.00704147 -0.0204593 -0.028408 0.0158096 0.0094802 -0.0330134 internal_weight=19207.4 19039.9 18957.8 18102 1639.98 16462 11167.4 5294.64 8855.71 2311.7 829.771 4001.09 855.819 1293.54 604.631 655.416 174.355 251.188 130.919 810.209 509.731 473.712 420.425 300.478 74.4784 53.2865 167.485 61.2549 11.8032 13.2235 internal_count=120000 100251 94380 88291 7598 80693 55695 24998 46510 9185 3474 18019 6089 6979 4127 2708 766 1962 1291 4124 2412 2836 2627 1712 431 209 19749 385 112 46 is_linear=0 shrinkage=0.05 Tree=217 num_leaves=31 num_cat=0 split_feature=501 517 394 484 509 507 264 387 431 384 146 80 515 516 438 515 503 452 516 512 352 353 338 0 282 389 413 501 444 506 split_gain=61.5988 46.6579 36.0768 29.3527 34.2638 27.4312 23.7999 30.5523 22.9786 21.3735 17.4088 18.8702 17.3642 19.911 25.4896 22.1988 16.8395 16.6364 15.7781 19.8235 13.9953 19.0657 17.7136 13.5692 13.405 13.3089 13.1231 15.4246 12.7835 12.6481 threshold=-1.5247683525085447 0.098409730941057219 0.71687608957290661 -1.1575275063514707 1.2730385661125185 0.43309569358825689 -0.022704260423779484 -0.22716077417135236 0.6427353322505952 1.1344996094703677 -0.35869464278221125 -0.12145488336682318 0.9871690869331361 -0.026804966852068898 0.63241013884544384 0.43405711650848394 0.46014463901519781 0.28246280550956732 -0.34745854139327997 0.10513334721326829 1.1559836864471438 -0.15354677289724347 -0.55655172467231739 -0.47164860367774958 0.12633731961250308 -0.865219086408615 -0.81624960899353016 0.32643926143646246 2.4961616992950444 -0.12414219230413436 decision_type=2 2 2 2 2 2 2 2 2 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 20 6 8 7 -5 12 17 16 -12 13 15 -15 -2 -7 26 19 23 29 22 -22 -10 -14 -11 -4 -28 -8 -3 right_child=1 2 9 4 -6 10 28 -9 18 25 11 -13 24 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.033041467964856679 0.0040012039970149602 0.0099229164903716187 -0.0071140316844419673 -0.0089419861525254062 -0.026389797237427948 0.0064382681128555266 -0.019497427874540209 0.0021041474250458009 0.012082732037879971 -0.046863435127230346 -0.0018974938688778534 -0.015887010921182027 0.02002705903967375 -0.009871486384684991 0.0073410227365800764 0.015817786480753646 -0.0082819567961222619 -0.0089392327060506104 0.0068973287363270344 -0.011099765101949684 0.047325205758858305 -0.012993149921617934 0.20497947365343916 -0.0068884819383058281 -0.0052718026608853368 0.024834619263787161 -0.014348368185461183 0.015033315518233229 0.015683092468747536 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-0.00273807 -0.00577612 0.00554869 0.0550543 0.104843 0.00329841 0.015294 0.0218182 0.00678578 0.0112611 -0.0171749 0.00410832 internal_weight=16959.2 16823 4639.9 3705.78 3210.74 12183.1 2986.76 2568.73 10289.5 934.118 1893.58 991.264 8942.04 8598.72 905.178 7693.54 902.315 773.645 1347.46 1024.87 495.04 13.7927 7.97612 378.609 343.318 160.473 526.841 398.813 418.031 481.247 internal_count=120000 96436 41900 34971 30818 54536 25189 19857 45714 6929 8822 4492 39258 37547 4240 33307 4330 5671 6456 5087 4153 104 62 2420 1711 1258 3023 2261 5332 4049 is_linear=0 shrinkage=0.05 Tree=218 num_leaves=31 num_cat=0 split_feature=501 413 475 516 272 514 438 411 498 398 479 501 514 438 46 439 283 418 352 419 415 397 521 346 438 516 472 314 398 464 split_gain=165.669 159.783 125.133 98.3948 82.3998 46.052 44.5577 38.8625 36.5124 35.7789 34.4569 28.4051 45.5424 25.842 25.5663 25.8961 25.3774 25.1609 22.4984 22.383 21.8128 19.1023 18.6911 18.4763 18.2785 18.0599 17.7282 17.5321 16.8815 16.8653 threshold=0.38224689662456518 -0.53524720668792714 -0.15744177252054212 -0.050490157678723328 -0.40977160632610315 1.6183338165283205 0.56746637821197521 -0.52015456557273854 -0.70381706953048695 -0.76200714707374562 -0.44582544267177576 -1.5247683525085447 0.38223391771316534 -0.53071361780166615 -0.27657684683799738 -0.81899696588516224 -0.62401098012924183 0.45260301232337957 0.57699671387672435 -0.34522548317909235 -0.40240204334259028 0.13924507051706317 0.96071073412895214 2.0716121196746831 0.71578744053840648 2.1909917593002324 -0.55382713675498951 -0.27443034946918482 -0.99794089794158924 0.72018471360206615 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 3 6 9 8 20 28 24 16 -5 -4 13 -13 15 -9 29 19 -18 -8 22 -12 -1 -16 -3 -10 -19 -15 -6 -2 right_child=1 5 11 10 7 -7 17 14 25 -11 21 12 -14 27 23 -17 18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.024100907274574764 -0.013976752606447353 -0.017906101178148517 0.032587420571595006 -0.00049989147997935468 0.004969854324563653 0.038389739745613834 -0.01640510184005536 0.017541476927400178 -0.02864296223739736 -0.018249795321194664 0.010833776344650117 -0.015012711861705365 0.023250702403096259 0.0039580547853831248 0.026607723797447327 -0.009149703917342317 0.01580276911183048 -0.013849812013725852 -0.015218118464242317 0.026020138549735061 -0.006240656908864918 0.031714738601538076 0.00067529861094584639 -0.10675253607218337 0.0040640643223158867 0.034906142332222424 0.019109921938632476 0.040297223458797188 -0.020000920013563784 0.011779577267364517 leaf_weight=575.78049004916102 405.19712485931814 321.08198421355337 256.26932766381651 297.88767789211124 138.6015049200505 30.406786309555173 189.5218497402966 214.1581398062408 1210.5582241052762 688.08492833608761 215.82880188617855 160.57579479087144 500.29477391391993 146.5661577405408 317.95805379841477 157.45681125484407 240.73880773689598 49.659734897315502 76.943818563595414 37.018056826665998 419.29447553213686 224.65591122023761 87.259122148156166 2.507704838179051 133.71603678539395 11.133164539933203 223.23371169157326 42.973342871293426 131.68375154957175 75.088056458160281 leaf_count=8039 3094 5139 22837 2303 781 281 1640 1265 34071 10426 1606 2008 5524 1070 2950 1628 1635 389 715 217 4479 1999 667 11 1024 201 1365 334 1756 546 internal_value=-0.0039887 -0.0107007 0.00414882 -0.00244817 -0.00251175 -0.0224434 -0.00948485 0.00888318 -0.023552 -0.00989456 0.0126185 0.0179828 0.0135726 -0.000245365 0.015164 0.0062193 -0.00268222 0.00286023 0.00827125 -0.00944207 -0.0151857 0.0214996 -0.0208331 0.0255156 -0.0114361 -0.0280569 0.0130909 0.0122403 -0.00718038 -0.00993797 internal_weight=7582.13 4155.31 3426.82 2320.14 2448.42 1706.9 1581.77 962.366 1676.49 1486.05 738.372 1106.68 850.41 350.115 692.081 371.615 797.968 499.433 317.683 226.54 1082.33 440.485 663.04 320.466 454.798 1221.69 272.893 189.54 270.285 480.285 internal_count=120000 65523 54477 22704 24807 40716 16796 8391 40435 16416 5908 31773 8936 3412 5854 2893 5990 3611 2350 1857 13185 3605 8706 2961 6163 34272 1754 1404 2537 3640 is_linear=0 shrinkage=0.05 Tree=219 num_leaves=31 num_cat=0 split_feature=499 516 240 500 410 513 506 516 393 343 394 335 505 504 398 222 238 98 127 107 453 392 355 404 462 82 345 10 430 434 split_gain=55.1165 35.1192 33.1964 31.0058 31.7658 28.9808 40.4281 33.9136 29.8086 26.9992 26.1658 23.5941 23.4477 22.8308 19.1694 17.949 14.602 14.3596 13.0338 11.3192 11.182 13.8035 11.1485 12.2334 10.0776 9.9833 9.16766 8.40801 7.54003 5.472 threshold=0.15222413092851642 2.1909917593002324 -0.044782031327486031 1.2109310030937197 -0.31758506596088404 0.6596612036228181 -0.35430140793323511 0.20301254838705066 -0.70686537027358998 1.3266081213951113 -0.27357047796249384 0.29193961620330816 0.86440530419349682 -0.016812394373118874 0.08978611603379251 -0.17955780774354932 -0.090143330395221696 -0.24707938730716703 -0.3578654676675796 0.0052247392013669023 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0.016654494220554747 0.035537947366806974 -0.0059004278189216429 -0.036293182045865596 0.0035163967423418418 0.027199716188794645 -0.036566010342919252 -0.031530739798565389 -0.052517707067528313 leaf_weight=11.691487710457293 1856.092626510188 78.399496715050191 60.340780960395932 310.78104989603162 462.82851289678365 3649.2913166955113 4601.0819468265399 169.83122832514346 3381.4366396372207 345.95333860628307 140.6946936706081 1300.3937425836921 9.1267138607799989 1118.6051061102189 218.03156328713521 41.296336632221937 119.20579490903765 157.73824225319549 125.36219773814082 55.931524199433625 188.99535968247801 142.60425071883947 11.730474732816218 331.08113175304607 6.6854456393048158 35.184816065244377 33.699770583771169 29.934854056686163 145.0792151670903 3.042760368436574 leaf_count=205 9339 5871 232 1510 1906 16639 22356 1301 16864 1380 592 7136 35 5678 790 229 889 582 1238 336 870 1308 39 2179 61 335 436 120 19510 34 internal_value=0.00116349 0.00140999 0.00154882 0.0010943 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18.7148 18.6215 18.581 17.184 17.0291 16.4843 17.7802 16.2819 15.5767 14.5728 12.6428 12.4618 13.4101 11.063 10.8036 10.26 10.2528 9.4117 threshold=0.19487819820642474 0.098409730941057219 -0.33538872003555292 -0.77091005444526661 0.85766330361366283 0.24740311503410342 0.022732364013791088 -0.29175862669944758 -0.34077177941799158 -0.62691020965576161 -0.13181956112384793 0.77492445707321178 -0.36318311095237726 0.47675924003124243 2.0269597768783574 0.5763739049434663 -0.11335632205009459 0.90055912733078014 -0.22760261595249173 -0.1473414525389671 -0.34859275817871088 0.20439570397138598 -0.29618743062019343 0.71886974573135387 0.43666608631610876 -0.58330729603767384 0.26395215094089514 -0.22080592066049573 0.429432362318039 0.22288812696933749 decision_type=2 2 2 2 2 2 2 2 2 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 27 6 15 8 -8 14 13 -11 26 23 -10 20 17 -6 18 -3 -18 -2 22 -9 24 -5 -13 29 -4 -19 -7 right_child=1 2 3 12 16 11 7 21 9 10 -12 25 -14 -15 -16 -17 19 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.03102780173619811 0.0057918440092556067 0.0057602545639432031 0.0025019369565828058 -0.011527678319199279 0.0014196245184643725 0.010217690454910862 0.0025415727986824767 -0.050533951386830527 0.0091737922873023799 0.0064961827064610317 -0.0030054390812017163 -0.029335477056898665 -0.022833870269650402 0.025738599595697888 -0.019366553320942344 -0.017235440329071077 -0.0043940909623096927 -0.0091543167446723993 -0.0038361140637901553 -0.022369738761874598 0.00023673056285760047 -0.026525810177922046 -0.0022639672060095835 -0.026126222667619072 0.0067139273635453654 0.027453298056359512 -0.02100991388156518 -0.0097122067553253241 -0.039948299749508753 -0.0086044326963879026 leaf_weight=145.06639597797766 1864.590508879628 786.95873578544706 479.13563196687028 292.64364820951596 477.32425027899444 287.96860627364367 436.58993272064254 14.59799468424171 433.29818600881845 2922.6203207876533 837.38270017132163 8.9343086043372733 412.74926529079676 280.49459889158607 103.13086168654263 181.61491566384211 314.99732120800763 89.489748489577323 1247.940847706981 210.89535732753575 3910.0980739179067 154.37888167891651 180.56181725952774 85.327441306784749 153.17153248377144 149.31057100370526 41.356839409098029 267.72942185914144 39.086917862761766 85.952661935705692 leaf_count=19912 7974 5004 3301 3158 2656 1852 1733 74 2269 11761 3917 305 10183 1192 1100 1981 1484 777 9618 1037 17911 867 743 2807 1358 1212 647 2020 621 526 internal_value=0.000430536 0.000703463 -0.00347857 -0.00911469 0.00229162 -0.00021165 0.00298571 -0.00527144 0.00361331 0.00618533 0.00437874 0.00899327 -0.0148406 0.0156929 0.00165474 -0.00246525 -0.00540877 -0.00122231 -0.000122343 -0.0116151 0.00203136 -0.0150425 -0.00592421 -0.00861658 -0.00524898 0.024199 0.00318254 -0.0018705 -0.0185782 0.00587657 internal_weight=16895.4 16750.3 4609.37 1690.76 12141 2918.61 11137.7 786.129 10351.6 4473.8 3760 573.523 943.892 713.793 5877.82 2345.09 1003.22 2163.48 2034.9 525.893 5774.69 349.539 195.16 531.143 445.815 158.245 415.278 746.865 128.577 373.921 internal_count=120000 100088 45370 22827 54718 22543 49541 3417 46124 19139 15678 4542 17506 3461 26985 18001 5177 16020 14622 2521 25885 1684 817 7323 4516 1517 3025 5321 1398 2378 is_linear=0 shrinkage=0.05 Tree=221 num_leaves=31 num_cat=0 split_feature=272 463 499 347 516 516 499 497 491 413 499 398 465 515 166 516 494 413 512 291 499 499 490 433 502 445 439 450 493 497 split_gain=157.202 113.7 109.17 102.792 83.8107 68.7682 54.6069 43.7216 47.5454 45.1208 41.8357 36.8825 32.9865 31.6192 30.7084 30.3727 29.0001 27.411 27.8522 27.4886 27.2958 35.4806 25.1075 24.32 21.2842 21.1797 20.6259 19.3382 18.7978 18.3638 threshold=-0.59784838557243336 -0.16149094700813291 0.44043914973735815 -0.45742417871952051 -0.16553859412670133 0.18905099481344226 0.44043914973735815 0.5123688578605653 -0.82733979821205128 -0.82541161775588978 0.32879020273685461 -1.1772851347923277 -0.56861960887908924 0.63401371240615856 -0.29474221169948572 0.54629918932914745 -0.42154480516910547 -0.81115323305129994 0.63524124026298534 -0.56741917133331288 0.44043914973735815 0.40315097570419317 0.24911282211542132 -0.49705454707145685 -0.45799534022808069 -0.72790634632110585 -0.02976397983729839 -0.62699303030967701 -0.16240981966257093 0.289067953824997 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 10 6 26 7 -3 9 -9 23 -1 -8 24 -7 20 -15 -10 19 -19 -6 21 -14 -22 -4 -5 -13 29 -27 -16 -2 right_child=1 3 5 12 17 13 11 8 16 -11 -12 25 14 15 28 -17 -18 18 -20 -21 22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.014112059769478711 -0.019968944374084661 -0.028486183927548314 -0.011528888505053052 0.027011103134351878 0.025189816137732465 0.033581797985267677 0.022526099034793752 -0.015233623314285127 -0.017941749215103921 -0.020953971686734608 -0.031244889284013151 0.01026178714540852 0.024069053893344513 -0.0078838749478131586 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1583 229 18439 20159 1158 1431 2302 291 2388 1274 1843 2756 919 5259 1301 524 1934 1889 1200 8206 2341 22085 1300 internal_value=-0.00394924 0.00291294 -0.0116022 0.00953352 -0.00797002 -0.0069178 -0.00446334 -0.0109288 0.00233979 -0.0146869 -0.0280822 0.00218128 0.0170158 0.00863712 0.0198785 0.00301087 0.0163307 0.00338493 -0.00549049 0.0133085 0.0112469 -0.00928896 0.016862 -0.00413297 -0.00098093 -0.00458389 -0.0203331 -0.0116847 0.0263436 -0.0134779 internal_weight=7482.58 3944.79 3537.79 2453 1491.79 2755.11 854.289 2190.6 483.22 1707.38 782.678 669.101 1598.71 564.516 1379.54 460.878 269.195 777.428 410.144 367.284 591.227 126.741 464.486 636.482 219.173 502.004 714.365 339.822 788.311 433.945 internal_count=120000 65964 54036 45251 20713 33383 9395 27379 3086 24293 20653 5483 35856 6004 30891 4690 1503 6584 4599 1985 8515 2732 5783 5854 4965 4699 14129 3541 22376 5923 is_linear=0 shrinkage=0.05 Tree=222 num_leaves=31 num_cat=0 split_feature=499 516 452 504 513 343 506 499 508 515 515 505 332 498 505 424 422 497 398 375 221 467 340 417 497 518 498 423 510 281 split_gain=51.5518 33.289 31.4102 41.0559 34.5523 40.6916 40.2006 35.156 34.9556 29.7812 28.7003 32.6541 28.1588 27.7582 26.8729 25.7931 24.4901 20.658 17.9866 17.4786 16.9257 16.3025 15.8467 14.5834 13.9555 8.39989 7.27113 6.2775 5.20821 6.20177 threshold=0.15222413092851642 2.1909917593002324 0.95673474669456493 -0.60129845142364491 0.65313282608985912 1.3266081213951113 -0.25691410899162287 0.44043914973735815 -0.2229705676436424 -0.21418131142854688 -0.025647774338722226 0.095634840428829207 -0.51376599073410023 -1.3424143791198728 0.53112822771072399 -0.56933352351188649 1.2276707291603091 -0.34960035979747767 1.8904008865356448 -0.017790145240724083 -0.29722309112548823 -0.28563715517520899 -0.32835868000984186 0.12730274349451068 0.54465678334236156 0.32296238839626318 -1.8302506208419798 -0.39451855421066279 -0.77883353829383839 -0.26804123818874354 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 4 28 6 15 10 8 -8 -9 12 -12 -2 20 17 19 -17 -15 -16 -6 25 23 -22 -7 -23 -5 27 -1 29 -4 right_child=1 -3 3 13 5 21 7 9 -10 -11 11 -13 -14 14 18 16 -18 -19 -20 -21 22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.043841669807931652 0.0062879119209575248 -0.031854312399254549 -0.049440635853085536 -0.028003188744285302 0.0048670504664533312 0.013587046569047604 -0.0084290627024844189 -0.019941195117067226 0.00600274360191691 -0.0058288302994208042 -0.012558826743223717 0.0029440408645530752 -0.0012189953084922719 0.010903459731783072 0.023032033535089258 0.0018565822358227004 -0.010257811511311618 -0.00072835995905238095 -0.016240018572557982 0.016729361423474864 0.024411077344095002 0.022300107865576808 -0.0087417273545981507 -0.061587144527041719 0.056451698312482146 0.017130722721532741 -0.031077096235345006 -0.025432449033344524 0.030218236629869694 0.035596693277751813 leaf_weight=6.2289499472826719 3124.1298831528984 74.98340106010437 4.4962959736585617 109.24197637336329 1517.4019088158384 268.86527298204601 656.90581870637834 451.89461717009544 1160.6830666325986 2176.9467046391219 685.1031995434314 672.70577115193009 2079.7947408528998 666.91124226618558 323.39078767551109 2597.9335644822568 496.87875971756876 890.65786779858172 31.820798382163048 391.20917821861804 49.79211255768314 101.08447608724236 129.71179924672469 6.4907513149082652 43.117520105093718 11.173523337114601 140.05622553033754 6.6010665055364353 191.59682464320213 3.8760747797787172 leaf_count=29 15051 5871 16 403 6421 1087 3462 3883 6050 10443 3056 3271 9332 2214 1632 13390 3291 3599 146 1612 226 477 421 23 198 85 19618 102 4557 34 internal_value=0.00113526 0.00136927 0.00150191 0.00682932 0.000719315 0.00398617 -0.000889612 -0.00456041 0.000783929 -0.0082573 0.0015971 -0.00487483 0.00328678 0.00486512 0.00708418 0.00273061 -8.70627e-05 0.00424926 0.0194963 0.00730184 -0.00926827 0.0189432 0.000435073 0.0117752 0.0325784 -0.0237629 -0.0277711 0.00789227 0.0285253 -0.0095261 internal_weight=19071.7 18918.8 18843.8 2412.67 16431.1 5422.98 11008.2 4446.43 1817.59 2628.84 6561.73 1357.81 5203.92 2212.7 1912.78 5003.42 3094.81 1557.57 355.212 1908.61 299.919 419.558 179.504 275.356 144.202 120.415 152.886 12.83 199.969 8.37237 internal_count=120000 100251 94380 13333 81047 26499 54548 23838 9512 14326 30710 6327 24383 8726 7591 24714 16681 5813 1778 8033 1135 1785 647 1110 675 488 19749 131 4607 50 is_linear=0 shrinkage=0.05 Tree=223 num_leaves=31 num_cat=0 split_feature=505 516 394 517 264 473 477 391 504 422 411 501 404 508 426 230 497 400 452 512 444 441 296 404 23 516 437 331 491 125 split_gain=57.5922 44.7921 37.7572 34.7988 27.8294 34.9291 23.8511 23.4706 22.4022 22.3031 21.993 21.0145 28.1932 21.7826 20.7157 30.5809 23.5843 17.8975 16.8094 15.64 14.4089 17.3558 12.8148 12.6298 12.5206 11.4653 10.9222 9.56625 9.54678 18.123 threshold=-0.73250573873519886 1.9316938519477846 0.80697041749954235 -0.073110397905111299 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93.914923117961735 34.911543171852827 95.766215151175857 51.102518038358539 3.371886845678091 390.73850552691147 5.2974608689546576 leaf_count=81 6855 6496 49 10450 5630 3295 4345 3756 229 13401 19627 1226 195 11408 1786 774 15676 2209 817 2849 167 578 622 542 207 625 2481 36 3551 37 internal_value=0.00042508 0.00108943 0.00129744 -7.96213e-05 -0.00398939 -0.00237583 0.00176618 -0.00256463 0.00560527 -0.00490763 -0.0124568 0.00607853 0.0149606 0.00451724 0.00344775 -0.00486894 0.00450352 0.00387918 0.00783347 0.0240431 -0.015156 -0.0177534 -0.0072927 0.00285478 0.0310379 -0.00592029 -0.0251429 0.0323701 -0.00224886 0.0341558 internal_weight=16830.3 16005.3 15907.3 12053.3 3866.29 3378.65 8186.96 2288.92 3854.08 2707.71 824.956 3795.9 566.883 3229.01 5898.05 663.821 5234.23 3153.45 670.942 340.744 487.643 446.974 1222.9 1066.01 75.5665 503.626 58.1819 7.07935 407.86 17.1217 internal_count=120000 96079 89583 68694 34338 27963 34356 9265 20889 23851 23921 18323 4270 14053 25091 2560 22531 13617 4112 3044 6375 6208 4967 4298 436 4294 2566 85 3669 118 is_linear=0 shrinkage=0.05 Tree=224 num_leaves=31 num_cat=0 split_feature=501 475 499 517 418 386 433 436 43 450 513 499 499 516 516 505 404 486 516 505 473 264 438 505 499 464 400 347 516 499 split_gain=152.421 133.149 164.769 124.239 75.9888 72.647 58.7591 50.8366 36.9631 36.1898 34.1781 32.9397 69.0969 54.9671 29.5141 29.6073 28.4045 25.2367 24.6368 30.8983 23.2823 21.662 24.3772 20.5691 20.2728 19.0588 17.5169 17.0383 16.7509 15.6507 threshold=0.46659520268440252 -0.15744177252054212 0.44043914973735815 0.47816623747348791 0.65707689523696911 -0.32605010271072382 -0.50543963909149159 -0.53427958488464344 -0.36920218169689173 -0.85935133695602406 1.2668434977531435 0.32879020273685461 0.44043914973735815 -0.48697647452354426 0.020596734248101715 0.1562733203172684 -0.38301216065883631 0.13485061377286914 -0.41803805530071253 -0.2392495051026344 0.13469696789979937 -0.48516483604907984 -0.69812270998954762 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0.0136832 -0.0251773 0.0156294 0.0119105 0.0173408 0.00299006 -0.00193179 -0.00879141 -0.00080072 0.019109 0.0216055 0.00859651 0.0208657 0.0253559 -0.0271993 -0.0285511 -0.0212749 0.00476756 0.0217954 -0.0162902 -0.0182485 internal_weight=7384.44 4364.67 3084.64 3019.77 2541.65 1837.03 1663.06 1363.82 723.014 878.585 1182.74 1280.04 1054.5 893.779 1017.33 762.195 640.808 359.711 683.308 639.236 238.998 827.086 632.502 1119.46 542.992 473.205 240.609 363.302 645.73 160.722 internal_count=120000 66280 31784 53720 21038 17417 14791 11010 6448 6247 36303 34496 14995 12150 8522 6223 4562 3085 4620 3860 2357 11164 9624 35399 10746 6407 1280 3363 6269 2845 is_linear=0 shrinkage=0.05 Tree=225 num_leaves=31 num_cat=0 split_feature=501 437 404 516 513 385 506 516 515 504 503 515 404 505 501 490 445 316 281 503 46 495 108 373 506 395 318 396 29 503 split_gain=48.1202 30.089 38.4457 27.5973 28.5355 41.9035 37.2839 35.0644 27.3278 26.7184 22.7084 22.674 22.2446 22.0071 20.3479 16.243 16.034 14.6411 14.5425 14.1762 14.0868 9.98337 11.5857 8.72985 8.33835 8.94032 8.01194 7.767 7.65013 11.7645 threshold=-1.5247683525085447 1.7375352978706362 -0.67285192012786854 2.1909917593002324 0.69274204969406139 -0.87207764387130726 -0.14894245564937589 0.20301254838705066 0.028905099257826809 -0.016812394373118874 0.53955328464508068 0.34604707360267645 1.6734264492988589 0.941969394683838 0.51979315280914318 1.3400374650955202 0.041172647848725326 -0.76252278685569752 -0.37486051023006434 0.75681927800178539 0.14962006360292437 0.10689106211066247 -0.21289268881082532 2.2766077518463139 -0.19570686668157575 0.2859605103731156 1.2463322281837466 -0.49600224196910853 0.18414747714996341 0.28259482979774481 decision_type=2 2 2 2 2 2 2 2 2 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 19 4 5 13 11 10 -8 23 14 -7 -12 15 -6 -2 -11 -15 24 20 21 26 -23 -9 -4 27 -3 -26 -22 -30 right_child=1 2 18 -5 7 6 8 9 -10 16 12 -13 -14 17 -16 -17 -18 -19 -20 -21 28 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.031586262172158923 -0.0072504717858756272 -0.019466856195588654 0.020588272824930084 -0.032185692508194891 0.0084355314207278983 0.0040810688873517296 -0.0081941376610551991 -0.022455587163064478 0.0011726536793180619 -0.0029763440721646745 0.015968111860327872 -0.0091303437213939766 -0.022204061526853114 0.029911987876254559 0.00041043960445727559 0.022372823600019215 0.011464846567081346 0.0014256851643276655 0.03096670060714965 0.024667070698372484 0.049114588958004621 -0.0080260509032460872 0.022579004293499492 0.049231294440699652 -0.043326905888221107 0.02337068672960969 0.017239896710791649 0.0074261631771164061 0.043193005108127944 -0.051182709471728885 leaf_weight=111.72960602492094 2664.9912402089685 139.84414862282574 62.361707447096705 62.64793535368517 1647.6695827050135 6376.1619389448315 1460.4730393392965 175.9055773857981 1666.2031952459365 955.24967145361006 755.70592153258622 341.88464602641761 40.003411471843719 63.611291484907269 1519.783578760922 46.917683318257332 240.51617122069001 155.91792076639831 225.82164748571813 51.63701640535146 18.215294126421217 85.258730925619602 48.311368808150291 4.2182896398007861 18.560537502169609 15.539275482296942 16.410392561927438 12.355130456387998 6.9550867881625873 6.1045087575912476 leaf_count=23564 10673 478 358 4013 6542 31214 7205 1362 8685 5085 3353 1628 307 269 7967 167 1203 639 3991 318 112 329 205 22 64 61 72 51 42 21 internal_value=0.00111389 0.00130778 0.0114248 0.000913752 0.00102867 -0.000253807 0.00130834 0.00409848 -0.00320111 -0.00277585 0.00648631 0.00340786 0.0140402 -0.00550158 0.00458671 -0.00673532 -6.67482e-05 0.00971257 0.0237246 0.000365488 -0.00353342 -0.00699026 0.00301479 -0.0207226 0.00863477 -0.00731413 -0.0155712 -0.0229242 0.0282619 -0.000595244 internal_weight=18997 18885.2 707.375 18177.9 18115.2 12776.2 9844.72 5339.05 3126.68 1375.89 3963.16 6718.05 795.709 2931.44 3167.45 2711.91 1195.77 219.529 334.638 372.737 321.1 289.825 133.57 180.124 108.817 46.4549 156.255 30.9157 31.2749 13.0596 internal_count=120000 96436 6102 90334 86321 60480 48732 25841 15890 7672 18169 32842 3660 11748 14509 10840 6288 908 4525 1577 1259 1084 534 1384 534 176 550 115 175 63 is_linear=0 shrinkage=0.05 Tree=226 num_leaves=31 num_cat=0 split_feature=505 507 503 501 506 495 402 393 503 497 495 505 335 375 500 509 153 203 392 497 291 505 501 259 498 496 389 521 340 373 split_gain=53.1534 41.2536 55.5576 54.7173 51.4037 51.3442 35.9417 29.8017 28.4201 31.1291 27.4618 32.4213 30.2156 26.7384 25.3649 22.4506 21.5065 22.2388 21.2481 19.238 33.2072 19.9317 17.5802 17.1124 16.3998 15.9483 15.2085 15.117 15.0867 14.9872 threshold=-0.84064537286758412 -0.16635957360267636 0.60470336675643932 0.43464437127113348 -0.27511088550090784 0.5564619004726411 0.020800987258553508 -0.1553741171956062 0.28259482979774481 0.13343282043933871 -0.64358234405517567 0.44761665165424352 0.4585623592138291 -0.45544263720512385 -0.55460986495017994 1.0203796029090884 -0.27337893843650812 -0.013408923521637915 -0.47569470107555384 -0.90312412381172169 0.16027531027793887 0.19730724394321444 0.71849623322486889 -0.6717122197151183 0.69774028658866893 -0.37351399660110468 0.45908725261688238 0.47637845575809484 -1.1815350651741026 0.070237442851066603 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 4 3 14 7 18 13 10 9 23 29 15 -13 -5 26 -12 -9 -18 -4 20 -16 -21 24 -6 27 -1 -3 -10 -8 -2 right_child=1 2 5 6 8 -7 28 16 22 -11 11 12 -14 -15 19 -17 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.025176018358450195 0.0088368756931293396 0.010740677489556868 0.0042519667382824918 0.0035285404068193362 0.019320775978925835 -0.025612725242712082 -0.0064933617026095118 0.009374291843786773 0.012483171707295175 -0.0088902960179068936 -0.0056595646812494186 -0.00086673703287218655 0.023322362065272256 -0.0076933049513597173 -0.0015759806842290617 -0.020780575969591292 0.0090517445191482873 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3106 2864 1003 2738 2350 390 356 6714 2644 internal_value=0.000413669 0.000926426 -0.00175349 0.000271359 0.00329901 -0.0107576 0.00378397 0.000781881 0.00923521 0.00199898 -0.00177361 -0.00446177 0.00418951 0.000543799 -0.00599324 -0.00781859 0.00560542 -0.00120408 -0.00457148 -0.00853641 0.0136041 -0.00973072 0.0130728 0.0100438 0.0100504 -0.0150607 0.00516923 0.0152682 0.0107492 0.00469311 internal_weight=16756 16219 7615.22 6216.73 8603.73 1398.48 3983.82 6042.49 2561.24 888.097 3949.23 2790.18 779.561 2719.54 2232.92 2010.62 2093.26 745.34 987.663 1818.97 92.8299 1726.14 1673.14 511.026 1243.3 537.013 413.947 681.249 1264.28 1159.05 internal_count=120000 97993 50488 34515 47505 15973 22462 35177 12328 4003 24877 17889 5586 15184 12053 12303 10300 4067 6887 10481 352 10129 8325 1985 5461 22007 1572 2723 7278 6988 is_linear=0 shrinkage=0.05 Tree=227 num_leaves=31 num_cat=0 split_feature=499 499 501 466 516 512 398 497 511 400 450 500 506 499 505 413 395 498 433 512 516 412 323 517 495 506 402 516 419 516 split_gain=142.855 320.974 130.744 113.941 109.779 63.0584 57.5511 44.9763 44.3295 43.4589 37.5975 44.5134 37.5168 34.4458 27.7841 27.306 26.3432 23.6761 22.7603 19.5958 18.8217 18.4363 18.148 16.4466 15.9011 15.3946 15.2003 14.3437 14.1095 13.5192 threshold=0.44043914973735815 0.32879020273685461 0.63296711444854747 -0.69160887598991383 -0.27109995484352106 0.47727812826633459 -0.0088749472051858885 0.23530638217926028 1.3646806478500368 -0.83473187685012806 -0.5053422451019286 -0.16484922170639035 0.060069032013416297 0.41324219107627874 -0.41062609851360315 -0.63667103648185719 0.76445487141609203 0.76801028847694408 -0.50435432791709889 0.57421383261680614 -0.44657945632934565 -0.87758001685142506 0.10201685503125192 0.5709761679172517 -0.52369701862335194 -0.3418456614017486 -0.88077479600906361 0.31606994569301611 -0.34458893537521357 0.24605235457420352 decision_type=2 2 2 2 2 2 2 2 2 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 12 7 17 9 14 15 -7 -9 -12 18 16 20 23 28 24 -2 -14 -5 -20 -23 -4 -6 -18 -1 -21 -3 -25 right_child=2 13 8 4 5 6 -8 10 -10 -11 11 -13 19 -15 -16 -17 25 -19 21 27 -22 22 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.022944445989924848 -0.024864268699299294 -0.029394537321552429 -0.024611678704632989 -0.022487415909923657 0.017179421644463257 -0.0053860601283233986 -0.012101296564768133 -0.011261970142162549 0.018672591493546799 0.016163120109671369 -0.024237077609173173 0.027377885078208392 0.020187626032403469 -0.032449572615435622 -0.022510132372443099 -0.028412760191255194 0.065127339522670927 -0.0082424706163613005 -0.025042692556543122 -0.012376423233919994 0.0074381996416607969 -0.012395585447812815 0.015876025833876404 -0.0089039667983222322 0.034723263065896605 0.0037039516228954579 0.029093388553021311 0.013423506544893334 0.0012058924603783831 0.019632412533023808 leaf_weight=14.505227422341703 420.74886368960142 128.07711757766083 129.25855024345219 74.010763274505734 189.52107457164675 284.57687412761152 284.50631138216704 183.38879988202825 78.161629911977798 1306.1067982148379 51.001425730995834 227.04240488633513 107.99893899448216 1032.0383305498399 391.03939438471571 484.63342530652881 13.55724344961345 44.971369772218168 101.2016941360198 190.16245326958597 180.27838599774987 123.49435021262616 104.85115831997246 182.45554728340358 417.28160059638321 41.163252681493759 316.2268523145467 74.910287790000439 52.901329374872148 53.568730225786567 leaf_count=113 5400 2019 2456 1416 1014 1481 2508 1238 954 8293 976 1608 1555 29667 6387 13496 98 633 1318 1772 1150 1463 834 1059 8516 556 20616 372 787 245 internal_value=-0.00385751 -0.0170628 -0.000143542 0.00320478 0.0075081 0.01326 0.00859866 -0.0056202 -0.0173101 0.0123047 0.00629139 0.0178869 -0.01071 -0.0285083 -0.0141448 -0.0206269 -0.0112235 0.02666 -0.0171533 0.00223595 -0.0012574 -0.00728865 0.000565487 -0.0102784 0.0292558 0.0191041 0.0267898 -0.00506412 -0.0204265 -0.00240052 internal_weight=7283.64 1598.47 5685.17 4757.09 3633.73 2526.96 1875.19 1106.76 928.078 1590.68 461.433 278.044 1123.37 1267.74 645.329 849.916 235.699 651.774 750.296 373.072 254.289 329.547 228.346 365.283 606.803 54.7205 330.732 265.073 180.978 236.024 internal_count=120000 53856 66144 47934 35220 22445 12282 12775 18210 9774 3822 2584 12714 33127 8953 17256 3460 10163 9015 3699 2566 3615 2297 3760 9530 654 20729 2144 2806 1304 is_linear=0 shrinkage=0.05 Tree=228 num_leaves=31 num_cat=0 split_feature=499 516 240 466 453 498 396 331 468 512 513 471 333 46 296 394 503 486 503 238 506 171 512 503 386 296 290 430 78 330 split_gain=44.7196 29.7175 29.3209 28.3209 32.2597 33.3744 30.3603 30.2693 28.6908 24.4817 22.5528 22.0157 21.8735 21.6653 20.7169 18.7666 16.9023 15.2593 16.1826 11.932 11.4721 10.5353 10.1449 10.0652 9.60927 8.21461 7.42248 7.32452 6.9507 6.58005 threshold=0.15222413092851642 2.1909917593002324 -0.044782031327486031 -0.092052239924669252 -0.10130038112401961 -1.6475803852081297 -0.43622149527072901 0.39071664214134222 0.33965434134006506 0.18451617658138278 0.70587563514709484 -0.4844003021717071 1.6955361366271975 -0.066087402403354631 -0.50064855813980091 0.38969433307647711 0.32283321022987371 -0.5579303205013274 0.71886974573135387 -0.090143330395221696 -0.23902350664138791 0.29047359526157385 0.80657395720481884 1.1290361881256106 1.8637326359748843 1.0725545287132265 -0.026240076869726178 -0.89993056654930104 0.7615751624107362 -0.15587554872035977 decision_type=2 2 2 2 2 2 2 2 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 2 3 4 5 8 7 11 -2 16 -7 -5 15 17 -11 -6 -8 18 20 24 -4 25 -14 -9 29 -19 -23 -1 -21 -15 right_child=1 -3 13 6 12 10 9 23 -10 14 -12 -13 22 19 -16 -17 -18 21 -20 28 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0064197615240415952 -0.015717816478490049 -0.03162573250775022 0.015297389737790774 -0.0013566527941811127 0.014240838827533115 0.00041303395561552892 0.0022997108436196316 -0.0007251593163511591 0.0088694412919162122 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125.69265171140432 11.235028654802589 18.452704515773803 leaf_count=239 2620 5871 1350 1866 6356 34168 1974 5645 561 3276 13682 5851 742 224 4194 4739 2384 1091 730 1431 596 117 122 111 46 119 124 19510 100 161 internal_value=0.00108543 0.00129568 0.00141607 0.000989503 0.0022716 0.00124485 -0.00209834 -0.00591829 -0.00977007 0.00168822 0.00194342 -0.0109233 0.00849058 0.0106063 0.00517036 0.0099417 -0.00498473 0.00543639 0.0117134 0.0232723 0.00653613 -0.00486239 -0.0125601 -0.000125783 0.00632355 -0.00065814 -0.0331374 -0.027049 0.0306516 0.0149099 internal_weight=18921.5 18781.4 18713.2 17883.8 12638 10847.9 5245.76 2612 646.453 2633.76 10201.5 1400.74 1790.07 829.435 1731.16 1674.9 902.598 589.398 366.495 240.038 295.48 222.903 115.168 1211.26 73.0716 194.293 28.6104 140.079 166.966 59.8456 internal_count=120000 100251 94380 88291 62990 51031 25301 13473 3181 11828 47850 7717 11959 6089 7470 11095 4358 4127 2676 1962 1946 1451 864 5756 431 1210 241 19749 1531 385 is_linear=0 shrinkage=0.05 Tree=229 num_leaves=31 num_cat=0 split_feature=499 510 508 515 503 390 501 495 512 213 78 512 230 522 464 281 398 409 462 153 516 450 408 422 77 421 452 413 505 457 split_gain=49.338 39.4479 37.021 40.3309 35.9578 32.4515 26.2357 43.9678 26.023 22.1137 21.8521 21.8053 21.2768 19.8744 32.1216 28.4137 17.5908 17.5307 23.2401 16.5186 16.2436 16.0903 16.0688 15.7055 13.9294 13.3554 13.3162 13.2288 13.003 12.8432 threshold=0.19487819820642474 0.98612558841705333 -0.023772425018250939 0.50101962685585033 0.3273169100284577 -0.43976175785064692 0.24910888820886615 -0.70343631505966175 0.42374573647975927 -0.56254887580871571 -0.35778716206550593 1.135204613208771 -0.082589648663997636 0.27464909851551061 -0.6136052906513213 -0.42339314520359034 -0.94770941138267506 0.1912203058600426 0.024397158995270733 -0.20877522230148313 0.07637717574834825 -0.84039315581321705 0.22101077437400821 0.39832554757595068 -0.036252375692129128 1.9185783863067629 0.57810881733894359 -0.50804725289344776 0.38227884471416479 0.81993392109870922 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 6 10 23 -8 -4 22 -6 16 -7 15 -15 20 21 18 26 25 -5 -3 24 -2 -10 -11 -18 -19 -29 -16 right_child=1 11 8 13 5 12 7 -9 9 19 -12 -13 -14 14 29 -17 17 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.03054702145842228 -0.0041458649037188619 0.0032080892838687483 -0.019347239322558177 0.034742190744827151 0.0044614498948174017 0.009967484700130716 0.012619486120505447 -0.0012229806408912739 -0.0043343850684162116 -0.003320604934733286 -0.0079050603446277172 -0.049317179226022793 -0.0016424441364089118 0.018643719811184883 -0.010443950152726724 -0.0029625899056486601 -0.0030398240435780318 -0.006163157507425532 -0.026955399947734722 -0.010882133959834173 0.012318049078111624 -0.024118373136599779 0.010663473108894567 -0.017881876927327792 0.016170597309299473 0.011081399072989245 -0.027466089803091127 -0.00065254310014983656 0.019602796136666992 0.023670416147703835 leaf_weight=127.67232026252896 913.67803681828082 72.959760851226747 221.48741273861378 233.53231638669968 838.59307556040585 2640.2628053165972 694.83614724874496 3284.7857802119106 548.39163140486926 1420.2718443246558 622.00040882267058 28.118190097622573 463.09799786610529 254.46536450926214 229.00271105021238 101.59261830290779 1191.811725107953 179.50808996055275 123.18985881889239 703.58220000751317 124.91695877164602 202.28183006960899 505.62927267234772 270.06164904776961 97.414325294084847 181.34505921788514 58.51707180403173 139.84795845858753 181.28872835915536 31.200519536156207 leaf_count=19912 4233 639 5366 971 5121 12827 3625 17301 2845 6540 3632 331 2388 1926 1322 432 9816 1052 3600 3754 523 3057 2706 1538 494 891 814 841 1291 212 internal_value=0.000403055 0.000642189 0.00159216 0.00307965 0.00210735 0.00534088 -0.000749887 0.00119289 -0.00273452 -0.00166807 -0.000801643 -0.00562882 0.00823339 0.0127766 0.00601086 0.020332 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14.5025 14.2245 14.06 15.0424 13.8577 threshold=0.44043914973735815 0.32879020273685461 -0.044434620067477219 -0.46904626488685602 0.27684496343135839 -0.50954437255859364 0.57013174891471874 -0.15785593539476392 -0.6840136945247649 0.41324219107627874 -0.25214114785194391 -0.058404820039868348 -0.72965323925018299 -0.044448656961321824 -0.75210466980934132 -0.48862475156784052 0.76445487141609203 -0.9001043140888213 -0.95614945888519276 -0.88868007063865651 -0.55348053574562062 0.40082775056362158 -0.27511088550090784 -0.72372722625732411 0.22589474916458133 -0.88077479600906361 -0.3418456614017486 -1.2008826732635496 0.7365514636039735 2.1306974887847905 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 25 3 7 5 13 11 8 27 16 12 -4 -9 20 -7 -16 -3 -10 -19 -6 -5 22 -13 -14 -21 -1 -18 -2 -29 -12 right_child=2 9 6 4 19 14 -8 10 17 -11 29 21 23 -15 15 -17 26 18 -20 24 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.022456359156804044 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13.666186640039085 157.41908028442413 308.45765384007245 208.56329748546705 332.62987806415185 303.40387564711273 71.443911141715944 209.88831989001483 71.09430402237922 304.78455901937559 40.996989071369171 164.88593624997884 25.054947704076767 41.256843793205917 leaf_count=113 753 2806 16186 879 104 3887 3330 1437 811 29667 6787 2215 1429 1092 2686 7649 98 825 2257 3160 2166 3473 652 1899 852 20616 556 1055 116 444 internal_value=-0.00379597 -0.0170399 -0.000140468 0.00365165 0.0105472 0.0136617 -0.012422 -0.00495423 0.00373157 -0.0282627 -0.0120159 -0.0154444 -0.00383838 0.000723595 0.0189163 0.0135396 -0.0109813 0.0111923 0.0162025 -0.0115427 0.0074345 -0.00663586 0.00393798 0.00282046 -0.014734 0.0263455 0.0184254 -0.0123702 -0.00488255 -0.0206717 internal_weight=7183.39 1553.45 5629.93 4301.45 2388.33 2093.44 1328.48 1913.12 857.611 1234.32 1055.51 1205.11 543.118 604.955 1488.49 898.588 232.598 586.294 465.877 294.892 431.136 526.805 223.401 402.203 279.658 319.137 54.6632 271.318 189.941 512.391 internal_count=120000 53856 66144 40288 22475 18359 25856 17813 5817 33127 11996 22526 4765 4137 14222 10335 3460 3893 3082 4116 3045 6340 2867 3328 4012 20729 654 1924 1171 7231 is_linear=0 shrinkage=0.05 Tree=231 num_leaves=31 num_cat=0 split_feature=499 516 453 319 435 338 272 445 503 281 516 280 264 486 428 390 500 497 396 507 394 308 497 260 497 69 430 431 345 60 split_gain=41.3538 28.3417 28.1856 37.3033 36.032 34.9076 31.1582 29.1625 29.8816 25.4652 24.8241 23.3101 23.1799 26.2541 18.5466 17.3497 21.005 16.4203 15.9429 15.7846 15.2856 14.4835 14.2654 13.0742 11.6363 10.9282 10.9133 9.64322 9.62012 8.25389 threshold=0.15222413092851642 2.1909917593002324 -0.49067367613315577 -0.071643657982349382 0.21827017515897754 0.11505414173007013 0.66123175621032726 -0.6624910533428191 0.26349873840808874 -0.14834629744291303 -0.28719946742057795 -0.65518221259117115 0.17606604844331744 0.30436192452907568 -0.38947203755378718 -0.71544429659843434 1.0463958382606509 0.1079644374549389 -0.1632498353719711 -0.72560063004493702 0.47745089232921606 1.2896401882171633 -0.14607948809862134 0.48635280132293707 -0.58235815167427052 -0.029331647790968415 -0.79764625430107106 0.21834829449653628 0.40305955708026892 1.2376963496208193 decision_type=2 2 2 2 2 2 2 2 2 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 12 9 7 8 10 -6 -2 18 13 -4 -14 19 -17 -10 28 -9 -7 24 23 25 -13 -8 27 -24 -5 -20 right_child=1 -3 3 11 5 20 22 15 17 -11 -12 21 14 -15 -16 16 -18 -19 29 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.026615425807527293 -0.0010352259391798312 -0.031522769836890834 0.0040089963777042619 -0.017639483861224086 -0.0001323878062932873 0.0012321272456043155 -0.0059451744062311226 -0.035175020525708971 0.0052830607256225664 0.015046410754668069 -0.011957904535795386 0.0081401901251033481 0.0032128941874460526 0.012935874098721765 0.023205036364447217 0.0029259070910323502 -0.0072021688411487888 -0.0042948632657289288 0.028149092724242809 0.0086152020923924814 -0.012347901276884697 -0.020599874007168478 -0.034762899666383941 -0.040309209603125513 -0.0054117638034994805 0.018310401504471007 -0.0094567629975214965 0.0005722969375695254 0.010790332573987493 -0.0039209028171554557 leaf_weight=133.89709678525105 954.05379378609359 65.588871059939265 3658.6483228183351 55.390693668276072 815.76690728636459 309.90248749917373 316.14255515113473 20.782374914735556 1180.3032548315823 417.26019345317036 1146.6405376438051 180.14195312699303 169.57654511695728 1064.1550676226616 371.66193093871698 2777.1938668186776 627.3609784943983 720.1367254764773 114.11013104952872 1255.5617074398324 621.30936785321683 139.77038621064276 120.76226558536291 24.134462591260672 1293.6373402723111 54.275637926533818 140.17069014487788 22.645588674582541 63.926903907209635 23.989338639192283 leaf_count=19749 4016 5871 19371 322 3906 1861 1163 116 4731 3507 4912 678 719 4742 3836 13248 2717 3613 1113 5102 4212 962 608 103 7384 201 724 97 279 137 internal_value=0.0010607 0.00125901 0.00137468 0.00332437 0.00491392 -0.000514881 -0.000561806 0.000243916 -0.00288975 0.00500091 -0.00699991 -0.00298386 0.00714682 0.00602172 0.0169522 0.00292358 0.00105797 0.00165102 0.0109799 0.00789556 -0.00782352 -0.0052152 -0.0108833 -0.00471642 -0.00375146 -0.00237364 -0.0194411 -0.0291518 -0.00236946 0.0225432 internal_weight=18858.9 18725 18659.4 9299.25 7428.28 2164.24 9360.16 8682.03 4001.13 1233.03 2100.69 1870.97 5264.04 4722.8 541.238 4680.9 3404.55 1900.44 257.417 1276.34 931.212 1613.55 678.131 394.553 1473.78 370.418 283.579 143.408 119.318 138.099 internal_count=120000 100251 94380 53029 42154 13486 41351 38455 17272 7413 8928 10875 28668 24113 4555 21183 15965 8344 1851 5218 6073 9024 2896 1467 8062 1364 1429 705 601 1250 is_linear=0 shrinkage=0.05 Tree=232 num_leaves=31 num_cat=0 split_feature=505 516 497 393 509 465 477 498 452 350 153 290 414 23 452 498 411 418 386 450 42 455 500 181 95 513 371 32 286 499 split_gain=46.9367 39.8108 34.0849 32.8899 29.2741 24.0457 22.3503 22.287 19.4217 21.4949 19.6149 19.9648 17.8534 15.9955 15.62 15.6131 15.4202 14.5314 13.4519 13.271 12.7634 11.734 10.5789 10.0862 9.51165 9.49142 11.3275 9.8949 18.4972 9.24284 threshold=-0.84064537286758412 1.9316938519477846 1.4869871139526369 -0.23016583174467084 0.93257549405097973 1.7680100798606875 0.20170795917510989 -1.5531888604164121 0.95673474669456493 0.91244184970855724 -0.3378451913595199 -0.38064676523208613 -0.17648911476135251 -0.29651485383510584 0.57810881733894359 0.61953139305114757 -0.27634306252002711 0.65707689523696911 1.3602619767189028 -0.77518257498741139 -0.70440676808357228 -0.52773436903953541 -0.086570516228675828 0.17564120888710025 -0.75663679838180531 -0.42538787424564356 2.9687852859497075 0.83678400516510021 0.83318024873733532 0.41708438098430639 decision_type=2 2 2 2 2 2 2 2 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 5 7 14 -2 10 13 12 -12 -5 -10 -6 18 25 -8 19 20 -4 -20 -7 -11 -18 26 27 -1 -29 -21 right_child=1 -3 15 8 6 22 17 -9 9 23 11 -13 -14 -15 -16 -17 24 -19 21 29 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0028695594544749393 0.013210023923299678 -0.032430085582811956 0.028085091587824643 0.0051790439716423225 -0.001786969900503362 0.002563232065843891 -0.010413900768147431 0.00087959085936425464 8.2800598518350014e-05 0.00034800340284346339 0.008164264973569044 -0.0027386772484545405 0.013227644225865271 -0.019957571052929043 -0.032490535801312552 -0.048673886670834228 0.0017131911120212284 -0.030949820702627598 0.042903005425063256 -0.0010748990004470643 -0.0098140133281541288 -0.020008233964690977 -0.01704354498257844 0.018522330876713327 -0.028822670680772846 -0.011975406792154098 0.15651135888232171 0.016521831440103767 0.17159291590208309 -0.028727546238467985 leaf_weight=56.899726280476898 384.37753603793681 89.125356853939593 27.685489578172565 1789.1335476003587 1143.4330271221697 92.92740335687995 304.23042091727257 7867.1572705111466 182.42150510801002 243.00909248832613 696.17717953119427 1056.7480427343398 1124.0454858411103 217.82701204298064 42.914087179582566 29.479577331338078 29.197157335467637 120.92722013173625 20.35700902808458 38.902854898944497 110.34073637612164 11.423347741831092 260.06503653340042 111.60016189469025 185.48927738936618 236.21469401754439 1.1780042983591545 10.660078576300291 2.2818357422947875 141.59353968175128 leaf_count=1572 1845 6501 249 8141 9133 370 2461 42033 1021 989 3335 5366 5508 1523 954 140 432 1252 129 499 1078 122 1535 523 18433 1434 12 109 15 3286 internal_value=0.000395414 0.000873956 0.00105979 0.00141958 -0.000250369 0.000907447 -0.00643523 0.00145473 0.00456754 -0.00286855 0.00577162 0.00158881 0.00828665 -0.0108135 -0.00290448 -0.0137374 -0.0143596 -0.0162726 -0.01077 -0.0138752 -0.00216113 0.0201411 -0.0118685 0.00608541 -0.0246477 -0.00714865 0.00882935 0.00604673 0.0453524 -0.0227991 internal_weight=16627.8 16105.9 16016.8 15637 10216 8604.53 1611.5 8251.53 5420.96 754.858 4666.1 1752.93 2913.18 400.249 1186.35 379.783 521.921 425.158 350.303 318.523 138.026 31.7804 352.992 354.609 214.686 307.234 71.0196 69.8416 12.9419 180.496 internal_count=120000 97993 91492 85989 59583 45783 13800 43878 26406 4056 22350 8701 13649 2544 10087 5503 22007 3713 5363 5112 1327 251 1905 1512 18865 3142 1708 1696 124 3785 is_linear=0 shrinkage=0.05 Tree=233 num_leaves=31 num_cat=0 split_feature=499 499 501 516 505 400 497 398 495 484 511 514 515 516 499 501 413 498 516 395 418 450 475 415 417 517 438 516 10 425 split_gain=136.058 282.899 121.73 106.673 89.2206 63.9855 60.1654 55.9795 46.5715 42.5205 40.7494 33.4225 31.7965 33.0982 27.4041 26.866 24.6297 23.9477 23.3013 22.4508 18.4406 18.4067 17.637 15.7842 14.9928 14.6978 12.59 12.0884 12.079 11.8537 threshold=0.44043914973735815 0.35267814993858343 0.63296711444854747 0.14369950443506244 -0.047230834141373627 -0.80769568681716908 0.46516181528568273 -0.044434620067477219 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25.454469877760857 28.136446596588939 leaf_count=900 3254 2624 2454 5071 10962 855 1352 729 1517 7798 728 566 1242 167 29667 3653 13245 438 3312 510 866 5897 20155 87 148 852 48 423 168 312 internal_value=-0.00374931 -0.0170676 -0.000146331 0.00309275 -0.00092332 0.00597712 -0.00978507 0.010611 0.00553132 0.0152227 -0.0169769 -0.0159317 0.017277 0.0121729 -0.0285848 -0.00825445 -0.0203953 0.0201094 -0.0179742 -0.0118827 0.000140462 0.0210832 0.0236106 -0.010859 -0.0280106 -0.0104598 0.0301784 -0.00290988 0.0209148 0.0160815 internal_weight=7090.19 1509.31 5580.88 4679.99 3647.11 2050.16 1596.95 1607.94 457.107 1292.31 900.891 1139.84 1032.89 772.677 1176.39 315.624 816.636 249.251 1078.62 204.118 329.026 443.65 332.917 442.223 461.908 354.728 10.6523 229.419 35.7141 84.2554 internal_count=120000 53856 66144 47934 34691 16544 18147 13035 3307 8653 18210 14840 13243 8172 32801 4382 17170 1955 14274 3134 2108 6064 21055 3509 13441 3729 196 1275 255 1040 is_linear=0 shrinkage=0.05 Tree=234 num_leaves=31 num_cat=0 split_feature=501 463 454 297 452 500 394 504 453 400 286 293 507 503 392 501 338 503 333 323 516 498 497 516 272 373 356 371 507 397 split_gain=39.9473 27.2607 45.1123 35.193 29.6457 28.263 26.6844 26.0421 25.3255 22.9717 26.8055 29.3121 21.9815 21.6103 20.6469 20.3269 19.6536 19.6498 25.0141 22.2682 20.4804 18.3656 17.4279 17.33 15.473 15.1967 15.1034 14.9369 14.6238 14.4136 threshold=-1.5247683525085447 -0.15767777711153028 -0.092470921576023088 -0.89999854564666737 0.95673474669456493 -0.12578472495079038 1.0076776146888735 -0.60129845142364491 -0.48703365027904505 -0.84292700886726368 -0.34304566681385035 -0.51020076870918263 -0.29038573801517481 0.54463738203048717 -0.13490764796733853 1.0000000180025095e-35 0.18648163974285129 0.75681927800178539 0.91423627734184276 0.40268637239933019 0.085903856903314604 -0.085947576910257326 -0.55357369780540455 -0.17226909846067426 0.070718936622142806 0.22868053615093234 -1.1472949981689451 1.6474483609199526 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0.0086006070913716322 leaf_weight=95.198603133903816 611.29837003629655 1866.8362486450933 355.74539205990732 10.350813755765556 138.40032480750233 36.521419683471322 1275.530195008032 574.45665395073593 752.82023067679256 169.15917620202526 1157.8305088742636 558.1274680858478 694.4616471095942 18.946552502922714 91.418418684508651 58.226741099730134 793.20656434353441 333.78193348832428 101.38357003126293 909.10057948250324 149.89255011407658 584.07287646457553 4446.753225681372 871.11080290190876 189.99172793980688 139.44342938624322 1222.6913485536352 95.707310691475868 233.15125128161162 263.87940204329789 leaf_count=23564 2104 10369 1460 39 3542 145 6112 2087 3243 1038 5543 6208 3254 140 1314 241 4502 1792 596 4137 1763 2222 20518 4174 1058 510 5560 309 1187 1269 internal_value=0.00103784 0.00120261 -0.00112758 0.00317171 0.00276607 -0.00462059 0.00167554 0.00884114 0.00529655 -0.00835951 -0.0103181 -0.0125879 0.00937219 0.00699685 0.00460857 0.0188129 -0.00334505 0.00307538 0.0118715 0.00232193 0.0166084 0.00406805 0.004015 -0.00248568 0.0147183 -0.00913319 -0.000111483 0.00971733 0.0220881 0.00450995 internal_weight=18799.5 18704.3 7509.28 3365.5 11195 4143.77 9492.06 1702.96 2870.32 2276.94 1976.54 1715.96 1637.27 1564.56 260.578 310.325 2068.74 7423.32 585.058 6838.26 483.674 1254.24 5058.05 1780.21 884.453 495.189 1233.04 670.164 291.378 300.401 internal_count=120000 96436 41010 15124 55426 25886 45698 9728 13154 15517 14103 11751 7555 6186 2352 1568 10614 35084 4151 30933 3555 4618 22622 8311 4312 1970 5599 2396 1428 1414 is_linear=0 shrinkage=0.05 Tree=235 num_leaves=31 num_cat=0 split_feature=505 516 33 162 394 477 511 391 411 443 409 515 504 384 465 67 484 333 522 403 502 484 384 393 206 513 95 436 3 365 split_gain=43.7292 37.801 32.8283 41.8832 24.8721 23.9679 22.4491 21.1797 19.171 18.8676 19.6486 18.4618 16.9362 16.88 18.6193 15.2998 15.2976 15.0414 14.0428 13.9195 12.4838 12.3029 12.7811 12.1421 12.0114 11.866 11.2651 11.0803 10.8705 10.668 threshold=-0.73250573873519886 1.9316938519477846 0.042308390140533454 -0.18412350118160245 0.76866897940635692 0.19036915153265002 0.5618140995502473 0.10461645573377611 -0.27634306252002711 1.2028815746307375 0.17751680314540866 0.44541347026824957 -0.69152235984802235 1.1344996094703677 0.77142909169197094 -0.61077076196670521 -0.93752920627593983 2.1280643939971928 0.2995589971542359 0.052559468895196922 0.81717690825462352 -1.0404997467994688 -0.2500892281532287 -0.63161960244178761 0.41092887520790106 1.2668434977531435 0.015119100920856001 0.99489706754684459 -0.45032022893428797 0.85786661505699169 decision_type=2 2 2 2 2 2 2 2 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 4 15 5 9 19 -8 27 10 -2 21 29 14 -14 23 26 -18 -11 -7 25 22 -5 -4 -23 -13 -17 -1 -25 -6 right_child=1 -3 3 11 12 6 7 -9 -10 18 -12 20 13 -15 -16 16 17 -19 -20 -21 -22 24 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.0073194743386255107 -0.00040711310783384831 -0.032303368853326249 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120.42201094329357 1062.6061393213458 132.29673345480114 370.3414319679141 19.088396789506078 606.88361859647557 52.702525692991912 9.7791931796818954 210.53533608838916 40.489362232387066 353.70047924155369 1.9482133779674757 leaf_count=4062 18116 6496 3511 713 1928 3002 2704 2446 19627 2956 7002 920 10651 3119 1045 1562 12278 364 623 5176 698 3483 138 3016 509 113 1526 232 1953 31 internal_value=0.000386021 0.000960121 0.00114041 -0.00238297 0.00262411 0.00114291 -0.00296231 -0.0103343 -0.0111103 0.00297845 0.00170298 -0.0125934 0.00642617 0.00686036 0.00524973 -0.000176728 -0.00282858 -0.00488304 0.00971596 0.000134487 -0.0018487 -0.0178053 -0.00447322 0.00359435 -0.0219746 0.00865797 0.00545716 -0.00506951 0.00711222 -0.0251219 internal_weight=16571.4 15783.7 15698.9 4650.9 11048 7951.66 2456 726.924 787.677 5495.66 4621.62 825.901 3096.35 3054.55 2573.35 3824.99 2246.55 1800.71 874.043 1729.07 270.118 555.783 132.739 1578.44 423.044 137.822 445.843 493.31 960.584 41.8022 internal_count=120000 96079 89583 30784 58799 42025 13328 5150 23921 28697 25118 6574 16774 14815 11696 24210 15730 12642 3579 8178 1731 4843 851 8480 3992 1033 3088 4294 4969 1959 is_linear=0 shrinkage=0.05 Tree=236 num_leaves=31 num_cat=0 split_feature=499 499 501 466 398 391 450 517 511 506 499 506 331 512 512 422 413 395 433 422 512 412 323 517 417 419 402 506 422 264 split_gain=132.377 265.733 114.935 100.746 66.4348 50.9325 43.1243 42.7375 38.7263 34.4872 33.2969 31.7174 29.1173 28.3604 27.5644 26.5831 25.3857 22.1106 21.3467 18.2819 17.5067 16.9639 16.5892 14.9213 14.5677 14.165 13.9005 13.1269 13.1036 12.7866 threshold=0.44043914973735815 0.32879020273685461 0.63296711444854747 -0.69160887598991383 -0.0088749472051858885 -0.38298425078392023 -0.62699303030967701 0.53916627168655407 1.3646806478500368 0.060069032013416297 0.41324219107627874 0.2186686843633652 1.0000000180025095e-35 0.53134143352508556 0.66584426164627086 -0.31811060011386866 -0.63667103648185719 0.76445487141609203 -0.50435432791709889 1.8250442743301394 0.57421383261680614 -0.87758001685142506 0.10201685503125192 0.5709761679172517 0.63717594742774974 -0.34458893537521357 -0.88077479600906361 -0.3418456614017486 0.90727496147155773 -0.4624399840831756 decision_type=2 2 2 2 2 2 2 2 2 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 9 5 6 12 19 16 18 17 28 -5 -13 -9 -8 23 25 -2 -7 -11 -20 -23 -4 -18 -3 -1 -19 -6 -25 right_child=2 10 8 4 11 7 15 14 -10 20 -12 13 -14 -15 -16 -17 24 27 21 -21 -22 22 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.022620684565383652 -0.024245138817418556 -0.028660799303373587 -0.023939401856234867 0.01318706428161341 -0.015779240292237061 -0.017957856164299905 0.007980163343275155 0.015843152307510894 0.017602305779780999 0.019358382419868644 -0.031897253788555568 0.029844418978770323 -0.0085546479743819365 -0.0087813900569032339 -0.0063759567026400654 0.025029352263772404 -0.029152951805722013 0.059185888179375729 -0.024389422296772833 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internal_value=-0.00370373 -0.0170514 -0.000159009 0.00298663 0.00707292 0.0105246 0.0152885 0.00107542 -0.0166767 -0.0102859 -0.0277553 -0.00647459 0.00488163 0.0110519 0.00857121 0.0208019 -0.0198675 -0.0105487 -0.0165917 -0.0139437 0.00221272 -0.00696584 0.000564336 -0.00983679 -0.0277093 -0.0193124 0.0252264 0.0171344 -0.0127491 -0.00237177 internal_weight=6996.36 1467.74 5528.62 4643.99 3551.11 2830.37 1881.3 949.077 884.625 1092.88 1171.34 720.737 651.895 189.774 633.356 1229.4 809.465 227.564 726.64 315.721 366.241 322.22 224.852 355.54 453.924 173.006 296.405 54.558 530.963 232.789 internal_count=120000 53856 66144 47934 35220 24415 12308 12107 18210 12714 33127 10805 3747 3787 6514 8561 17256 3460 9015 5593 3699 3615 2297 3760 13496 2806 20729 654 7018 1304 is_linear=0 shrinkage=0.05 Tree=237 num_leaves=31 num_cat=0 split_feature=501 498 486 437 276 400 345 424 451 453 410 501 497 505 486 385 505 142 386 476 311 262 311 518 263 384 483 281 297 293 split_gain=37.4435 26.4317 47.7374 37.8428 31.2354 28.9569 23.7797 27.6233 22.9289 22.8436 22.8282 21.823 20.934 20.4023 32.8891 20.0152 24.9473 18.1703 17.9347 17.666 17.0354 19.4038 18.4264 16.6934 16.098 15.4001 15.3285 14.4254 16.1596 14.0248 threshold=-1.5247683525085447 -1.0532517433166502 0.27887609601020819 1.7375352978706362 -0.2414276525378227 -0.82623890042304982 -0.0089359590783715231 0.66042840480804454 0.45060329139232641 -0.009899314492940901 -0.90571966767311085 0.70621806383132946 -0.24795303493738172 0.7582097351551057 -0.50657564401626576 -0.54590335488319386 0.19051560759544375 -0.2010487616062164 -0.7054452896118163 0.085563737899065032 -0.25478467345237726 -0.35190926492214197 -0.70355418324470509 1.9638181924819949 -0.3493711501359939 -0.54619681835174549 0.074841067194938674 -0.3131002783775329 -0.92469617724418629 0.30798742175102239 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 19 7 8 18 -5 -7 -9 20 15 25 23 -17 -13 -3 -2 21 -4 -23 -8 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890.57002702541649 777.0428001624532 252.75705364346504 1209.4819051777013 388.85581946466118 952.75079493690282 120.83928149193525 247.94439371116459 2208.5264271460474 1424.527143667452 43.961447821930051 3009.4819074352272 40.152828311547637 230.62759398017079 11.208995766937731 160.59539447911084 108.61305685061961 305.30882551381364 256.25227878289297 85.097824800759554 255.62738377228379 355.53405702859163 21.913557704538107 leaf_count=23564 2087 9830 371 973 237 908 8957 4312 3574 3689 7624 3391 4547 648 1431 10305 7327 303 16434 139 790 40 576 466 1806 1621 368 1817 1777 88 internal_value=0.00101381 0.00116956 -0.00237395 0.00216994 -0.00643001 -0.00962053 0.00172063 -0.000262651 0.00118555 0.0166676 -0.0132323 -0.00679849 0.00479669 0.00384565 0.0107271 0.00275553 0.00504932 -0.0160092 -1.23115e-05 0.000629263 -0.0031706 0.00538929 0.0157398 -0.000953859 0.00295412 0.0221141 -0.0153752 0.00290343 -0.00287969 -0.0125628 internal_weight=18731 18640.9 4102.84 14538.1 2620.99 1953.68 14101.5 7292.85 5969.46 436.582 1444.97 1323.39 1481.85 6808.67 930.345 5878.33 3633.05 432.817 5192.42 508.711 529.102 276.561 171.804 2245.27 553.253 377.092 1294.58 667.309 411.682 252.541 internal_count=120000 96436 21369 75067 14957 11126 70405 37844 29838 4662 8900 8006 6412 32561 5506 27055 17632 3694 26264 2226 1865 987 616 9423 3237 2269 7992 3831 2014 878 is_linear=0 shrinkage=0.05 Tree=238 num_leaves=31 num_cat=0 split_feature=501 510 507 503 513 501 505 486 424 484 517 410 504 501 428 296 2 497 499 390 497 291 497 508 479 501 490 502 106 498 split_gain=41.8234 34.6446 41.4597 31.2594 24.2022 24.0462 35.0196 28.9279 22.8513 22.4628 22.3283 22.0743 21.3328 23.9076 19.3051 25.5324 19.1166 18.0113 21.5 17.9847 17.6319 20.9018 16.7032 15.4495 12.3691 12.3215 11.7998 12.2522 11.3813 11.2656 threshold=-1.5247683525085447 0.98612558841705333 0.13613725453615191 -0.015627991408109661 1.2668434977531435 0.42131882905960089 0.39049696922302252 -0.68332478404045094 0.46921350061893469 -0.93752920627593983 0.47816623747348791 0.85710200667381298 -0.64543122053146351 -0.45646870136260981 -0.20632632821798322 -0.20659074932336804 -0.19547230005264279 1.2757804989814761 0.42272019386291509 0.1797793731093407 -0.90312412381172169 0.21215675026178363 -0.5636705458164214 -0.2108124569058418 -0.52665168046951283 -0.041820360347628587 1.0260970592498782 -0.61570671200752247 0.021397160366177562 0.88425731658935558 decision_type=2 2 2 2 2 2 2 2 2 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 25 8 20 14 -8 9 24 11 -11 13 -5 15 -7 -16 22 -19 -9 21 -4 -14 -22 -3 -2 -27 -28 -25 -15 right_child=1 4 5 12 -6 6 7 19 -10 10 -12 -13 17 29 16 -17 -18 18 -20 -21 23 -23 -24 28 -26 26 27 -29 -30 -31 leaf_value=-0.032815088975340988 -0.016134201134957442 0.03188006949536823 0.0019430729926369996 0.019003985215821039 -0.035606920297073859 0.0032417258064376129 -0.026530573036330465 -0.011590641516149119 0.0066550512089728498 -0.0014202849892707313 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399.72827219078317 3.8207825403660527 leaf_count=23564 696 241 408 180 2723 5196 1158 1735 2519 3800 7607 998 3306 4981 2955 1458 1646 244 951 1015 569 94 30855 5159 2864 10376 26 251 2376 49 internal_value=0.000379472 0.000570533 0.00146362 0.00324115 -0.00533804 -0.0026247 4.57664e-05 -0.00942027 -0.00440711 -0.00687679 -0.00977676 -0.00575616 0.00465404 -0.0121319 0.00328564 -0.000532173 0.00922107 0.00505499 -0.0100564 -0.00359971 -0.00783094 0.0141019 0.00543993 -0.00920255 0.00444331 -0.00232175 -0.00121062 0.0255462 -0.0110713 -0.0225146 internal_weight=16511.2 16416.9 14262.1 9941.14 2154.8 4321 2855.47 727.672 2090.78 1709.6 1361.31 977.528 7928.37 184.6 2127.79 1294.43 833.362 7743.77 191.975 543.275 1465.53 85.9866 7551.79 1379.55 348.285 2012.77 1863.35 40.1896 1226.74 138.578 internal_count=120000 96436 75684 51915 20752 23769 15163 3908 18029 15510 12405 4798 40566 5210 11255 6654 4601 35356 1195 2750 8606 502 34161 8104 3105 11349 10653 277 7535 5030 is_linear=0 shrinkage=0.05 Tree=239 num_leaves=31 num_cat=0 split_feature=499 499 501 516 433 505 413 484 497 452 516 512 466 264 499 331 471 395 411 510 395 263 506 504 510 499 495 514 516 302 split_gain=128.688 250.286 109.05 95.5848 84.3232 63.3532 45.7518 42.4286 41.6253 33.8236 33.3822 33.1412 31.4784 28.9064 26.7678 26.59 23.3893 22.9769 22.005 20.5435 20.2397 20.0773 19.5174 23.0577 19.4091 17.6671 17.5727 17.5242 16.9279 15.6348 threshold=0.44043914973735815 0.35267814993858343 0.59339088201522838 0.059172444045543678 -0.50954437255859364 -0.027719781734049317 -0.6098923087120055 -1.137656509876251 0.36196959018707281 -0.37506224215030665 -0.45085075497627253 0.74021893739700328 -0.30577965080738062 -0.4624399840831756 0.41324219107627874 -0.29727913439273829 -0.461406260728836 1.6006544232368471 -0.50361111760139454 -0.61314499378204335 1.9722382426261904 -0.12457260489463805 -0.072103887796401964 0.25632724165916448 1.2567511796951296 0.19487819820642474 -0.55470868945121754 1.088576674461365 0.29773791134357458 -0.48767137527465815 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 25 3 4 12 9 13 -5 24 15 -11 19 22 -4 20 -6 -14 28 -15 -9 29 -20 -2 -24 -7 -1 -10 -8 -13 -3 right_child=2 14 6 7 5 8 27 11 26 10 -12 17 16 18 -16 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030366789225952567 -0.023542283844137247 -0.030578416598772248 -0.016170103823978241 -0.014221981727326178 0.014615024259092163 -0.017209126517738513 -0.027071533603071664 -0.0054383938373476744 -0.0068138507273784003 -0.014470142282438651 0.024110924632675855 -0.0039524279073577945 -0.019227722058463077 -0.012707644974777561 -0.031717548742248067 -0.0078605705072955431 0.0094068381529362061 0.0388004840193798 0.026038994604814542 0.02900740963983588 0.04382552140391334 -0.0082387935308713047 0.004910244527965256 -0.022903371428930883 0.015187645580268081 0.0044197038135343142 0.018578161523846001 0.0067820316556752996 0.014758586380459265 -0.0013721434975861894 leaf_weight=217.66316236788407 501.06191039737314 92.184585460461676 269.88969223247841 111.72435835748911 257.58463481906801 475.95092211104929 502.44334746291861 46.751251782290637 106.34147239290178 61.959201917052269 569.09852097230032 238.52423445135355 102.27594035957009 101.31658745603636 916.42663476476446 268.5793815003708 234.8518154323101 58.05616015009582 142.62185781588778 541.67238369537517 15.156495477072893 60.636994570028037 167.75111313536763 133.61599092371762 50.963418073020875 94.630127949174494 188.22516992175952 41.085196265019476 244.26194037869573 91.779119547456503 leaf_count=19912 6499 1589 3048 876 1725 6451 14957 321 684 1265 3817 1480 1112 1076 29667 1932 1659 278 1329 10362 129 574 1358 1250 502 1143 1748 570 1271 1416 internal_value=-0.00365817 -0.0170266 -0.000172064 0.00339992 -0.00126945 0.00496844 -0.0141034 0.0151359 -0.00564573 0.0125073 0.0203133 0.0180459 -0.0121047 -0.00425294 -0.0281042 0.00313359 0.000701892 0.00909483 0.00629249 0.0262617 -0.0114414 0.0157895 -0.0174908 -0.00740829 -0.0140639 0.0225243 0.00939522 -0.0245026 0.00550501 -0.0160433 internal_weight=6905.08 1427.84 5477.24 4359.25 3118.26 1978.7 1117.99 1240.99 821.481 1157.22 631.058 1129.27 1139.56 574.465 1115.55 526.164 337.128 540.842 304.575 588.424 199.12 203.259 802.429 301.367 526.914 312.293 294.567 543.529 482.786 183.964 internal_count=120000 53856 66144 44590 30002 18124 21554 14588 9385 8739 5082 13712 11878 6027 32801 3657 2771 3029 2979 10683 3134 1903 9107 2608 6953 21055 2432 15527 2751 3005 is_linear=0 shrinkage=0.05 Tree=240 num_leaves=31 num_cat=0 split_feature=501 453 335 501 393 500 486 359 412 497 386 505 500 493 265 275 501 497 269 272 45 179 2 164 420 506 513 65 452 258 split_gain=34.9134 25.2103 32.8227 39.7941 36.025 29.7467 28.0222 31.5198 26.0194 23.0269 27.4069 36.2916 27.5701 23.175 22.3146 20.7108 20.6246 20.1233 18.5828 17.8472 15.6934 15.1955 13.7899 14.5134 12.8962 12.7098 12.0661 11.7864 11.5696 11.6012 threshold=-1.5247683525085447 -0.49067367613315577 0.63140052556991588 0.75462651252746593 -0.72555348277091969 1.1240713000297549 0.30436192452907568 -0.41878511011600489 -0.3132644891738891 0.74531409144401561 -0.51804140210151661 0.12257454544305803 0.59171512722969066 -0.14897859841585157 0.53940513730049144 0.8919438123703004 0.73611697554588329 -0.015647702384740111 -0.40093512833118433 -0.012637202162295578 0.087002485990524306 0.55042144656181347 -0.51512706279754628 -0.75946003198623646 2.309552907943726 0.38709028065204626 0.29072144627571112 -0.044527266174554818 -0.84599921107292164 0.94635263085365307 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 4 15 20 9 7 16 -7 10 11 12 -2 26 -9 22 -6 -13 -15 25 -3 -21 23 -4 -11 -8 -12 -17 -10 -30 right_child=1 2 3 -5 6 8 19 14 28 24 13 17 -14 18 -16 27 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.03097636040597046 -0.0090951944391193165 0.0078795776598285534 0.00091257058031201505 -0.02075059064583339 0.0021394180625815239 -0.001342157064713566 0.016181733395441548 -0.0080681797007154978 -2.6932297417953014e-05 -0.018090167675509538 0.0036252349333942089 0.0083756220789544152 0.0012897206260775104 0.0093590217000198758 0.0071570448616488196 -0.02118313690809109 0.014554390127977072 -0.0025085733662158359 -0.0042095070666178704 0.0030458733055570039 0.018683856922950659 -0.040144416682121487 0.0073306053666328079 -0.017159293662526581 0.03525982298349619 -0.010533664498879965 0.011423715849605507 0.031007831554132632 -0.021121299344925917 0.008951138365033303 leaf_weight=84.911214883904904 1728.7190835280344 1431.6358485538512 516.13209944870323 272.69076233636588 2717.6660793232732 704.31299574067816 655.0996366078034 1233.0652420232072 98.171779413707554 214.92438343027607 944.36530972272158 1042.9265457731672 1012.6741328863427 337.64033102756366 298.58973997505382 143.01938856579363 381.70639838092029 715.29974601650611 997.20166953094304 293.53142293263227 440.78615385713056 21.782336420379579 642.32462383946404 141.31945206224918 11.806727532297371 47.467159020714462 1050.5899415239692 11.540825438685713 440.04513509152457 34.293376726098359 leaf_count=23564 7400 7530 2755 2881 14105 3322 2850 8978 366 1071 4158 4446 4280 1752 2499 651 2935 3736 5086 1168 3443 185 2725 657 51 346 4528 79 2308 145 internal_value=0.00099116 0.00113768 0.00298788 -0.00322647 0.00441549 -0.000695224 0.00242199 0.000769734 -0.00778563 0.000428 0.000883589 -0.00166041 -0.00525726 0.00432279 -0.00509655 5.70949e-05 0.00367043 0.00394487 -0.000773239 0.00993351 0.0104265 3.4591e-05 0.00211851 -0.0029664 -0.0152757 0.0143684 0.00773497 -0.0172362 -0.0157022 -0.0189352 internal_weight=18666.2 18581.3 9248.36 1727.03 7521.33 9332.97 5648.91 4631.03 1276.82 8056.15 7829.42 4499.62 2741.39 3329.8 1531.65 1454.34 3099.37 1758.23 1334.84 1017.88 1872.42 315.314 1299.78 657.452 226.731 702.567 1994.96 154.56 572.51 474.339 internal_count=120000 96436 53787 9748 44039 42649 33066 28517 6141 36508 35386 19862 11680 15524 11477 6867 17040 8182 6838 4549 10973 1353 6137 3412 1122 3196 8686 730 2819 2453 is_linear=0 shrinkage=0.05 Tree=241 num_leaves=31 num_cat=0 split_feature=499 507 503 503 259 496 506 384 511 500 146 508 335 504 400 474 333 461 264 260 441 511 53 517 511 474 427 515 504 522 split_gain=39.3005 34.0104 43.8912 43.3255 48.1774 37.877 31.2975 31.5009 30.9466 29.9132 29.3563 24.6886 22.3556 23.5306 22.2284 20.832 20.6374 20.358 21.0363 21.1624 19.63 18.9387 18.0707 17.7854 16.093 15.8998 18.3578 16.3817 15.5326 15.3236 threshold=0.19487819820642474 -0.16635957360267636 1.1044580340385439 0.34921188652515417 -0.63454273343086232 -0.10030472278594969 -0.26587647199630732 -0.051030285656452172 0.55021446943283092 0.091506041586399092 -0.55868351459503163 -0.20104168355464933 0.3862882405519486 -0.64543122053146351 -0.33659113943576807 -0.014396302867680786 1.0373024940490725 1.2453565001487734 -0.41523811221122736 0.21820309013128283 0.82116401195526134 0.87929552793502819 -0.97130039334297169 -0.7212126851081847 0.30189277231693273 1.4571222662925722 -0.40711465477943415 -0.035948112607002251 -0.47919595241546625 0.2995589971542359 decision_type=2 2 2 2 2 2 2 2 2 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 10 4 5 9 7 8 20 29 16 -8 13 -9 22 -16 24 18 19 -12 -5 -13 -7 -23 28 26 27 -6 -3 -2 right_child=1 2 -4 6 25 14 11 12 -10 -11 17 21 -14 -15 15 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.029736117546914905 0.021351470760236073 -0.035462274770748328 -0.025906428425228348 -0.00030705354608125823 -0.0054006918018845232 0.019985662143733648 0.017237259056869163 -0.028889349234765466 -0.0094639135097025345 0.0037398283199850447 -0.0014822769191195346 0.0075729325008102068 0.021338702766188388 0.0073617605534566219 -0.017465144414322512 0.0052343082467810496 0.01150097216045648 -0.013112390582298983 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7363 1619 7493 91 internal_value=0.000373877 0.00057254 -0.00188269 0.00269158 -0.000598213 0.00518702 0.00644365 0.00335408 -0.00145405 0.0109839 -0.0012785 0.0126286 0.00934136 0.00550751 -0.00284544 -0.010223 0.00283174 -0.0036965 -0.00253217 -0.000367238 0.00491476 0.00279995 0.0059935 -0.0199652 0.00065254 -0.00505276 -0.00651583 -0.00179987 0.00342474 0.0197395 internal_weight=16449.2 16341.6 7569.2 8772.43 4673.5 2032.59 4098.93 2734.12 1515.96 1180.92 7383.81 1364.82 1218.16 923.582 851.665 464.506 2734.12 4649.69 4138.59 3024.81 844.162 436.072 387.159 75.3443 2185.45 2640.91 2312.47 1091.89 1542.47 534.289 internal_count=120000 100088 50594 49494 26234 10764 23260 16215 8240 5929 42094 7045 7975 6238 4835 2432 15125 26969 24165 15858 4013 2061 2403 362 11799 15470 13824 6461 7682 2266 is_linear=0 shrinkage=0.05 Tree=242 num_leaves=31 num_cat=0 split_feature=499 499 516 515 413 463 433 516 331 352 498 503 412 495 496 284 499 286 503 501 506 418 395 395 475 516 503 502 385 516 split_gain=125.01 235.255 104.995 94.2076 78.7975 63.0687 59.979 58.5995 35.9098 34.2127 33.8667 32.8158 32.6752 31.6333 30.5154 27.4132 26.439 24.7158 23.1168 21.6724 20.1051 20.0891 19.3933 18.1956 17.6716 16.1682 15.2607 15.0576 14.9958 14.7704 threshold=0.44043914973735815 0.35267814993858343 -0.28719946742057795 -0.14715381711721418 -0.63128086924552906 -0.15572026371955869 -0.50954437255859364 1.2674531340599062 -0.35539250075817103 -0.28097286820411677 0.5115342140197755 -0.29697655141353602 -0.72146964073181141 -0.56273496150970448 0.47250336408615118 -0.77260497212409962 0.41324219107627874 0.95233720541000377 0.18206085264682773 -0.041820360347628587 -0.44476269185543055 -0.45953835546970362 0.76445487141609203 1.7893880009651186 -0.15744177252054212 -0.45085075497627253 0.30537450313568121 0.37094087898731237 -0.83318325877189625 -0.23856258392333982 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 24 5 26 6 11 9 10 21 15 13 19 -7 -6 18 -5 22 -10 25 -2 -21 -8 -3 -11 -1 -14 27 -4 -22 -28 right_child=2 16 3 4 7 12 8 -9 17 23 -12 -13 14 -15 -16 -17 -18 -19 -20 20 28 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.0036088358595755586 0.063999551546141439 -0.019906629283791097 0.034782204923399451 -0.0070173281489830921 -0.017173579431729268 -0.016906948599033522 0.0013690591919797051 0.028994100482509989 0.013850564747382998 -0.017427500287399835 -0.025378355775640106 -0.027253067507807083 -0.022452286422593053 0.0013423666159183177 0.026121447836922752 0.012310492990114422 -0.031531046626317005 -0.0064405074419362123 -0.01665985232493538 -0.024744205260753337 0.040705537981906341 0.029478743035610031 0.017133700604889942 0.026189368387089924 0.02996384371327844 0.015054857099053316 -0.0070542622158716178 0.072020250897674637 -0.005089343492099609 0.034295117083255007 leaf_weight=91.793244056869298 11.398860830813645 150.54175244644284 81.273689856752753 294.53877700306475 377.93144970200956 222.86757224565372 74.827697175554931 102.06149084214121 533.94960270961747 310.72031715651974 289.54336675535887 586.52317324653268 34.040605363436043 590.59109822101891 137.84045867156237 485.177639211528 889.81671045860276 208.27761115599424 148.47549317451194 79.783386590890586 27.329876512289047 436.99905077368021 45.944559657946229 25.729157710447907 210.64322405681014 178.98155883792788 31.634632092900574 41.784874791279435 50.844833389855921 66.567001244518906 leaf_count=900 59 2569 538 2316 2927 2627 501 4893 4065 2142 6961 15587 513 4971 954 2842 29667 1546 2933 1354 127 3147 565 173 20155 1402 305 230 379 2652 internal_value=-0.00361608 -0.0170024 -0.000191128 0.00406032 0.00217823 -0.0115601 0.00768403 -0.0074126 0.0151876 -0.000742603 -0.0103722 -0.021655 -0.000986051 -0.00587869 0.00611181 0.00500301 -0.0278625 0.00814982 -0.00150923 -0.00223335 -0.00708207 0.02538 -0.0112157 -0.0140704 0.0219851 0.00903009 0.0357535 0.0475153 0.0108882 0.0209304 internal_weight=6818.43 1388.74 5429.69 3951.61 3730.35 1478.09 2370.22 1360.13 1254.05 1116.17 1258.07 755.88 722.206 968.523 499.338 779.716 1086.3 742.227 361.498 169.357 157.958 511.827 196.486 336.449 302.436 213.022 221.26 123.059 78.1747 98.2016 internal_count=120000 53856 66144 40209 36484 25935 16732 19752 9259 7473 14859 17506 8429 7898 5802 5158 32801 5611 4848 1919 1860 3648 3134 2315 21055 1915 3725 768 506 2957 is_linear=0 shrinkage=0.05 Tree=243 num_leaves=31 num_cat=0 split_feature=499 506 515 508 515 506 444 463 507 507 428 522 272 500 513 456 422 410 517 522 505 420 513 370 387 498 508 474 130 455 split_gain=31.4137 25.0593 31.5848 29.3313 45.2653 36.9239 32.8659 31.2613 27.2229 23.6623 26.4168 28.404 23.2033 22.692 22.5898 20.2593 18.2411 16.5684 16.1711 15.3742 20.7694 19.0253 15.1607 15.0688 14.8912 12.8154 15.1284 12.6034 12.5317 12.3987 threshold=0.059369917958974845 0.34963682293891912 0.028905099257826809 -0.12258319556713103 0.33711117506027227 -0.15363930165767667 -0.112245324999094 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0.012777166704564103 -0.0077650261413147641 0.0021549045635666187 -0.001978113888612903 -0.020469183422053061 0.017092040003106376 -0.0013529547861035485 -0.0076572284606287516 0.0088209695792620425 -0.020456082994923658 0.010169415587522065 -0.0051947409784056982 -0.012571301652205137 0.014578659477055146 0.012635761517524824 -0.018082112515210014 -0.0086328035877480478 0.001821800979844578 0.0069754697568506982 0.047075772251850848 0.0084040840492641856 leaf_weight=94.419463119702414 4434.1222808621824 520.77733324281871 1513.3525623932946 168.10980506241322 253.14824288990349 267.99905024119653 140.62670158408582 2034.9499803273939 1708.2957437857985 891.42691671918146 396.54636790999211 330.76277719181962 247.13685396453366 51.459152635885403 400.83836874738336 44.02684183139354 399.32578502525575 242.46279376745224 228.43088498711586 117.12068811617792 140.64591505844146 424.00607282016426 964.83434644574299 223.71764148818329 269.46101248497143 659.83209453430027 726.1569696944207 556.16464308556169 18.956991393119097 133.17981228954159 leaf_count=19423 23490 5330 9078 684 1123 1172 840 10445 8788 3639 1634 1590 844 435 1613 197 2900 964 1384 708 604 2858 4812 1047 4269 3531 3682 2243 90 583 internal_value=0.00096449 0.00111158 -0.00311238 0.00191301 0.000629715 0.00174643 -0.0081604 0.00306568 -0.000363495 0.00558746 0.00354079 0.00715617 -0.00228454 -0.000540784 0.00572155 -0.0135281 0.00184263 -0.00146349 -0.0108666 -0.0131257 -0.0206485 -0.00763913 0.0114112 0.00456723 -0.010589 -0.00509247 -0.00315201 0.0033444 0.0131955 0.000323272 internal_weight=18602.3 18507.9 2950.54 15557.3 11531.5 10232.2 1299.27 8578.21 3743.25 4025.88 3134.45 1934.61 1199.84 2366.78 4834.96 583.761 1912.68 639.009 475.568 934.921 393.794 541.127 1295.6 364.344 454.1 1653.99 1385.99 724.274 62.9838 184.639 internal_count=120000 100577 22882 77695 59901 52721 7180 44336 19233 17794 14155 9000 5155 17265 25103 5617 11978 2598 2228 5293 1727 3566 6402 1887 5287 8385 7213 2927 287 1018 is_linear=0 shrinkage=0.05 Tree=244 num_leaves=31 num_cat=0 split_feature=501 510 507 506 501 495 503 508 515 513 501 503 486 404 424 484 522 439 404 497 291 452 510 390 206 183 394 501 497 409 split_gain=36.9442 31.5313 36.8195 30.1919 24.3672 22.9914 44.8965 33.7221 27.0999 22.4173 21.3827 29.5534 27.7897 20.7414 20.3841 21.3508 20.0815 17.8487 17.3324 16.9952 17.1597 16.814 16.7145 16.5308 16.4041 16.223 15.2433 14.87 12.7845 11.7738 threshold=-1.5247683525085447 0.98612558841705333 0.13613725453615191 -0.054956922307610505 0.61608353257179271 -0.53936842083930958 0.34504899382591253 -0.23417954146862027 0.50101962685585033 1.2668434977531435 0.42131882905960089 0.4898772686719895 -0.68332478404045094 -0.41469204425811762 0.46921350061893469 -0.93752920627593983 0.31291161477565771 -0.86227458715438832 0.34536287188529974 -0.90312412381172169 0.21215675026178363 0.43701134622097021 -0.20920646190643308 0.095952536910772337 0.24837902188301089 -0.016636454500257965 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0.00301537 -0.00425041 -0.00658947 0.0219291 0.00690642 -0.00740806 -0.00476546 0.0174311 -0.00943435 -0.00326338 -0.00300923 -0.00639006 0.00369162 -0.00773092 0.0039988 0.00536187 0.00446549 internal_weight=16390.1 16306.3 14172.1 9877.33 2393.49 7483.84 4788.72 2231.38 2695.12 2134.2 4294.75 2840.3 718.781 2121.52 2073.28 1696.18 222.071 1310.29 1454.45 1179.37 80.1567 1349.39 811.226 538.268 1099.21 2473.05 1235.28 1483.42 1381.44 346.785 internal_count=120000 96436 75684 51915 12219 39696 26146 12615 13550 20752 23769 15163 3900 11263 18029 15510 979 7579 8606 6660 428 12405 3684 2745 6232 12571 10841 6463 6002 3105 is_linear=0 shrinkage=0.05 Tree=245 num_leaves=31 num_cat=0 split_feature=499 499 516 515 413 497 400 516 505 505 517 319 499 498 510 364 418 387 506 513 516 395 516 484 284 493 503 517 515 419 split_gain=121.812 220.931 99.3885 84.6488 74.0692 69.5668 55.6264 54.7312 38.9727 37.59 49.5913 33.0693 31.7846 28.3778 26.0768 31.6709 26.0537 23.9086 23.3548 22.9063 26.7569 19.1508 18.5087 21.5595 18.0691 17.2982 14.9975 14.6817 14.0235 13.6472 threshold=0.44043914973735815 0.32879020273685461 -0.25371871888637537 -0.094022724777460084 -0.63128086924552906 0.3874379843473435 -0.67270323634147633 1.2674531340599062 -0.65324363112449635 -0.15295466780662534 -0.065387129783630357 -0.31154425442218775 0.41324219107627874 0.5115342140197755 1.0340142846107485 -0.31955662369728083 0.96585363149642955 0.32546164095401769 -0.23902350664138791 0.64668992161750805 0.41009381413459783 0.76445487141609203 -0.44657945632934565 -0.68743833899497975 -0.70259132981300343 -0.13093090057373044 -0.30595950782299036 0.47816623747348791 -0.56623327732086171 -0.34458893537521357 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 -4 6 8 19 13 22 24 -11 18 21 16 26 -16 -6 -13 -7 25 -21 29 -2 -24 -8 -5 -10 -17 -25 -3 right_child=2 12 3 4 7 11 9 -9 14 10 -12 17 -14 -15 15 27 -18 -19 -20 20 -22 -23 23 28 -26 -27 -28 -29 -30 -31 leaf_value=0.023690203443627818 -0.02307845313918171 -0.027999015551764463 0.033976978539098382 0.015147964039712001 -0.010077555271376291 -0.014446412427472154 0.01042245984063353 0.028633289996872893 -0.24324256238670122 -0.013680149882251497 0.013291465348166071 0.029350288993547996 -0.031334228034175696 -0.025094672117050982 -0.025514553186476857 -0.027402400932633519 0.012801881751061476 -0.010374807439572649 0.017214472173336239 -0.017139708968669246 0.015313178484612234 0.015744112562889236 -0.0085883793345004813 0.1131684278600586 0.029113950858126153 -0.015099937189574107 -0.024973071960645968 0.029101997320911878 0.020578139047675845 0.0029949649107101958 leaf_weight=267.77207506867126 62.562438108492643 114.84889909392223 227.48451384436339 194.07119375932962 726.95240361429751 208.89014723338187 192.58399398159236 97.13825463457033 0.69442376354709168 221.83416155306622 732.52312193019316 165.5795064046979 864.08376129460521 255.99862004537135 78.095994125818834 13.750176151283084 149.8589854631573 48.829023978672922 80.550975427031517 344.56034834682941 77.620924632064998 54.145441036205739 96.062909249216318 4.2159907668828955 400.53458694927394 62.236895267385989 780.8554971201811 65.885125607717782 93.310539009980857 50.969272216781974 leaf_count=20729 1393 2019 3877 1157 5916 1866 1079 4752 9 2923 5083 1342 29667 6235 1746 410 1079 804 699 2177 512 654 606 17 2168 470 18609 624 591 787 internal_value=-0.00354615 -0.0169641 -0.000175166 0.00443862 0.00249189 -0.0101787 0.00793401 -0.00735306 -0.0167472 0.0131682 0.00701607 0.00539601 -0.027012 -0.0104455 -0.0214614 -0.0028788 -0.00616043 0.0202794 -0.00561507 -0.00399683 -0.011159 -0.0100037 0.000521414 0.00818199 0.0230561 0.00778062 -0.0252045 0.0192609 0.0247438 -0.0184459 internal_weight=6734.5 1351.82 5382.68 3683.4 3455.91 1699.28 2225.97 1229.95 1195.43 1547.48 954.357 503.85 1084.05 1132.81 939.281 157.731 876.811 214.409 289.441 678.489 422.181 219.964 256.152 193.589 593.119 256.308 781.55 79.6353 97.5265 165.818 internal_count=120000 53856 66144 37428 33551 28716 15569 17982 24005 11253 8006 4711 33127 13230 21398 2780 6995 2146 2565 4316 2689 3460 2607 1214 3247 1627 18618 1034 608 2806 is_linear=0 shrinkage=0.05 Tree=246 num_leaves=31 num_cat=0 split_feature=501 361 281 438 331 513 343 385 424 506 506 242 438 482 497 428 505 511 516 392 503 466 318 414 380 457 514 370 486 391 split_gain=30.7207 24.0584 56.4802 29.0938 24.9086 23.4669 26.7764 26.2359 23.3004 19.6988 18.8174 19.4029 18.6494 18.6476 17.8114 17.2156 16.8912 16.636 14.8451 14.8287 14.6836 13.9231 13.583 16.2258 14.3527 13.4714 13.4464 13.1705 12.9267 12.9207 threshold=-1.5247683525085447 -0.53667601943016041 -0.087436273694038377 1.6787143349647524 -0.97362753748893727 0.6596612036228181 1.3266081213951113 -0.95614945888519276 -0.6693613827228545 0.0081662526354193705 -0.20009316504001615 -0.61910811066627491 -0.16157251596450803 -0.61038118600845326 -0.48530679941177363 -0.62686946988105763 1.3261764049530032 1.2734212875366213 -0.059645308181643479 0.29625880718231207 1.2578834295272829 -0.58445778489112843 -0.18201585114002225 0.19280665367841723 1.0229605436325075 -0.55181163549423207 0.20564823225140574 2.2248331308364873 -0.6556129753589629 -0.051070373505353921 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 5 12 7 9 14 -5 17 11 -9 21 -12 28 26 -16 -7 29 -14 -11 -2 23 -6 -24 -8 -4 -20 -3 -10 right_child=1 3 15 8 22 6 25 10 18 20 13 -13 19 -15 16 -17 -18 -19 27 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.030696092656049334 0.011182582973262701 0.015560492548751959 0.022516535039472815 0.0023843079963446097 0.0082580529892125297 0.0085980598016326664 0.0056999683587996156 0.0062994951323688255 -0.014041860668741253 -0.00040654513853222634 0.011123151883499723 -0.00031142531206158468 -0.018549140864543817 -0.0047458076209177117 -0.010769427997169154 0.026100526604265074 0.018015362960693563 -0.0094155407200189681 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2248 822 204 46 820 522 internal_value=0.000944518 0.00107566 0.00379397 -0.00012204 0.00239444 0.000541584 0.00404612 -0.00086543 -0.00866736 0.00262364 0.000478493 0.00229112 -0.00542282 -0.00329549 -0.00661382 0.0216674 -0.0095243 0.00684536 -0.0143636 -0.0129437 -0.00114803 0.00183841 0.00391482 0.00624045 0.000583316 0.0178749 -0.00194327 -0.0221695 0.0028886 -0.0065394 internal_weight=18544.6 18468.3 5649.65 12818.6 5239.76 11894.4 3408.36 8486.05 924.203 3090.9 6877.4 4646.88 852.577 2230.51 1608.65 409.892 1231.87 1459.03 610.145 419.1 1631.87 433.478 4387.18 2582.69 1804.49 317.46 64.6252 305.018 376.781 305.127 internal_count=120000 96436 31387 65049 25909 59568 19198 40370 5481 17769 33987 22919 4347 11068 6383 5478 5084 7097 4146 2303 10672 2044 21562 12031 9531 1429 380 2518 1299 1628 is_linear=0 shrinkage=0.05 Tree=247 num_leaves=31 num_cat=0 split_feature=501 513 497 338 503 501 495 512 508 328 33 502 444 264 509 497 456 492 322 499 409 316 495 443 516 411 302 328 409 405 split_gain=34.9068 30.1727 26.4506 24.6411 30.454 29.4641 26.7942 24.5331 23.1732 23.0001 22.0016 21.5439 20.6144 20.0659 19.5789 18.9561 17.7863 17.5154 16.7457 16.5604 26.1537 15.8213 13.8409 13.0278 10.6047 10.1667 10.0515 9.8832 8.66956 8.19982 threshold=-1.067359924316406 0.92135727405548107 1.4360503554344179 -0.11422028020024298 0.33188089728355413 0.24910888820886615 -0.86969268321990956 0.62223643064498912 -0.23191603273153302 -0.33689157664775843 0.076598949730396285 0.50295251607894909 2.2013922929763798 -0.066739071160554872 -0.49890613555908198 -0.29888981580734247 0.29994980990886694 -0.47640965878963465 0.28887020051479345 0.41708438098430639 -0.61793327331542958 0.26684056222438818 -0.64358234405517567 -0.051273109391331666 -0.44043020904064173 0.14095321297645572 0.86366286873817455 1.7857088446617129 -0.71272113919258107 0.22106406092643741 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 5 25 9 -3 17 15 12 -7 -8 18 -12 -2 -10 -6 21 -4 -21 22 -9 -23 -11 -5 27 -20 -15 -30 right_child=1 7 19 4 8 11 10 13 16 24 14 -13 -14 28 -16 -17 -18 -19 26 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.028492293157306794 0.019537308364232099 -0.029630644299257825 0.012486631525739925 -0.0070903570449502755 0.004997685164704487 -0.00067492075686605168 -0.00044785950082489533 0.0015179846355390864 0.004058606768806346 0.0099870577472186712 -0.024602235036976738 0.009571651789663474 0.015592481353055465 0.0019400270835694391 -0.0047615790172640541 0.0049334075990909174 -0.015746822665180463 0.01454229784606605 0.022426275887374919 0.00039804026816809315 -0.028297267746846235 -0.0049095724950108388 -0.010283334950887325 0.010990425923566544 -0.0078095903362782257 -0.02450088432747808 -0.027029234139460824 -0.051302747369245588 -0.030820759016757918 -0.0059268612782980056 leaf_weight=104.12166993226856 360.45504677761346 96.559134886134416 60.043017181102186 333.15629567578435 804.27573478594422 1660.4356399429962 4178.9360305545852 355.13879109825939 1174.7795855733566 111.85186899872497 134.54449440538883 741.72513934783638 210.2716201050207 40.479003205895424 1654.1865892373025 582.70008679339662 125.2990630781278 1202.3598142415285 114.67633782653138 138.07984858890995 185.6836489001289 235.71815992332995 821.44747233437374 283.16446553729475 330.10871906392276 112.69444410223514 12.685122162103651 4.6013849433511487 117.66191371763125 46.823655381798744 leaf_count=23733 1648 4577 560 1537 4267 8819 23065 1810 5996 446 561 3828 848 241 11428 3737 579 6678 649 1462 2407 1405 4766 1196 1921 507 58 33 995 243 internal_value=0.000350868 0.000536384 0.00137431 0.00173688 0.00408599 0.000294333 -0.000174165 -0.00501128 0.00735006 0.00611005 -0.00158399 0.00248714 0.000319776 -0.00383776 -0.00625804 0.0105215 0.00214489 0.0107197 -0.00217032 -0.0115684 -0.0160474 -0.0035083 -0.00671717 0.00375818 -0.00329304 -0.0115068 0.014972 0.0194995 -0.0186717 -0.0237726 internal_weight=16334.7 16230.5 14101.6 13717.8 6154.73 2848.01 7563.05 2128.96 3306.71 1385.12 6177.94 2402.16 4389.21 2032.4 1788.73 943.155 1300.08 2006.64 1827.43 383.807 323.763 1695.47 1176.59 518.883 441.961 445.851 131.963 119.278 204.965 164.486 internal_count=120000 96267 80294 75865 32211 14691 43654 15973 17520 7752 35902 12647 23913 11396 11989 5385 6575 10945 9917 4429 3869 9177 6576 2601 2367 2044 740 682 1479 1238 is_linear=0 shrinkage=0.05 Tree=248 num_leaves=31 num_cat=0 split_feature=499 499 501 516 433 466 505 512 511 516 491 452 516 505 511 392 499 428 391 505 413 386 516 512 499 506 483 501 395 417 split_gain=118.502 207.101 99.2675 90.2773 71.2505 66.3214 52.2392 47.2452 33.5609 31.0222 30.8576 28.1687 28.7609 24.9264 24.5623 23.8972 23.3107 23.3076 23.1421 22.7995 22.382 22.1796 19.5836 28.0372 19.4737 17.7019 17.3966 17.5257 16.4603 14.2575 threshold=0.44043914973735815 0.37289343774318701 0.63296711444854747 -0.10961423069238661 -0.50543963909149159 -0.69160887598991383 -0.027719781734049317 0.6788156032562257 1.3646806478500368 0.18905099481344226 -1.0684351921081541 -0.32979810237884516 -0.45085075497627253 -0.35845699906349177 1.261650621891022 -0.18525855243206021 0.19487819820642474 -0.73521521687507618 -0.65987733006477345 -0.032788250595331185 -0.63667103648185719 -0.51804140210151661 -0.27639564871788019 0.32301262021064764 0.41324219107627874 0.34963682293891912 -0.047571377828717225 0.13115307688713077 0.76445487141609203 0.63717594742774974 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 4 19 10 11 26 20 18 -5 17 -13 -12 15 -8 -1 -6 -9 22 -4 -11 -2 -24 28 -15 27 -7 -3 -22 right_child=2 24 8 5 6 7 14 9 -10 21 13 12 -14 25 -16 -17 -18 -19 -20 -21 29 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.02924222064154022 -0.019209069129000944 -0.020646247115112738 -0.0096485903990329303 -0.022668340016290565 0.013964887951277727 0.034432278470907199 -0.0040538776593829371 0.0086257128624920073 0.016731419948540802 0.026330434762298655 0.032216618562498453 -0.014656098009233745 0.022002235165080486 -0.010034823158018786 0.018858367072868185 -0.026043910652122762 0.0014226179658675163 -0.0093229630861112033 -0.012984206608664388 -0.027903673196757062 -0.02842203095068456 -2.5380799997938592e-05 0.045486612301854745 -0.0060912485334083241 -0.031138858655575963 0.015217677359575705 0.032418052362225308 0.010066861117578896 0.017740706075613011 0.028425696185263107 leaf_weight=191.91108992043883 280.44393786834553 125.06643602764234 345.6944047305733 167.77981792762876 183.03300369158387 103.00189976161346 292.82305474812165 288.4531822828576 71.307708193082362 261.84816156513989 61.258593756705523 60.601936050690711 443.64282369287685 231.97070257226005 66.733608966693282 214.50640762830153 124.54056798713282 259.8298667492345 216.9606905169785 271.36200365191326 406.3479604315944 114.26788690313697 29.728304602205753 225.70317443646491 839.56284605315886 98.828472678083926 363.44961159024388 263.76955222338438 35.726638697553426 11.172955600544809 leaf_count=19912 3859 2200 3760 2026 1063 4042 3606 1779 954 1441 300 1367 3266 1612 732 3943 1639 2282 1588 4395 13284 754 167 1553 29667 1136 4887 2136 438 212 internal_value=-0.00349581 -0.016928 -0.00017892 0.00275746 -0.00408025 0.0100911 0.00228855 0.0152414 -0.0160172 0.00744068 -0.00472752 0.00950456 0.0175846 0.00294126 -0.00960753 -0.0133647 0.0183134 0.000291481 -0.000641692 -0.0160867 -0.0190852 0.0183121 -0.0100893 -5.33583e-05 -0.028082 -0.00247304 0.0246494 0.0169306 -0.0120802 -0.0268824 internal_weight=6651.33 1316.81 5334.52 4500 2328.41 2171.59 1521.17 1611.75 834.523 881.53 559.838 947.108 504.245 392.058 574.063 507.329 316.452 442.863 505.414 807.237 763.215 376.116 535.875 255.431 1000.36 330.799 730.221 366.771 160.793 417.521 internal_count=120000 53856 66144 47934 26233 21701 16259 16627 18210 5562 5074 7978 4633 3048 8281 7549 21551 3345 3367 9974 17256 2195 5579 1720 32305 2748 11065 6178 2638 13496 is_linear=0 shrinkage=0.05 Tree=249 num_leaves=31 num_cat=0 split_feature=499 500 437 410 137 280 335 453 452 498 513 456 385 505 424 420 53 442 471 495 98 99 392 492 362 506 194 509 465 465 split_gain=26.9616 23.1483 34.4998 32.6333 25.4328 23.4148 20.7015 20.4452 19.8625 26.9347 24.5178 28.9282 21.0239 25.6482 20.6966 20.1069 19.8588 22.4775 20.164 19.4678 23.0096 21.8429 19.0599 16.8111 15.8753 14.5067 17.1786 13.6308 15.3152 13.2271 threshold=0.059369917958974845 1.0597454309463503 1.7375352978706362 -0.42451976239681238 -0.34917241334915156 -0.43462753295898432 0.63140052556991588 -0.009899314492940901 0.95673474669456493 -0.03741620481014251 0.75117745995521557 0.10491375997662546 -0.93570125102996815 0.3068054467439652 -0.076880581676959978 0.55469280481338512 -0.25508069992065424 -0.34287984669208521 0.028017439879477028 -0.64358234405517567 0.42423234879970556 -0.32831734418869013 -0.46169741451740259 -0.35110710561275477 2.3895506858825688 -0.19570686668157575 -0.3642182052135467 -1.2345540523529051 -0.86535191535949696 -0.86535191535949696 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 4 6 25 -3 -4 10 22 12 14 13 -2 -12 -14 18 -18 -6 21 -21 23 -10 -7 -24 26 -5 -11 -29 -13 right_child=1 3 7 5 16 19 -8 -9 9 27 11 29 15 -15 -16 -17 17 -19 -20 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.026828888157870052 -0.0094735165573319197 0.0010024733848736384 0.0033212492790226592 -0.0032464329503448016 -0.0062505966574412271 -0.00042455344355841459 -0.018768198151273383 0.025680881115629346 0.0054095081108337141 0.053199315146759685 0.0067626757554461988 -0.020093129309766811 -0.00054302967333977542 0.0036566370445237253 -0.001992580614189663 0.0059372172315598562 0.0069987231767671245 0.027977877209577298 0.014861341403304643 -0.0093040702164497984 -0.027224501295291938 -0.010147121889158081 0.024051279819211426 0.024424997470556917 -0.010336927507230092 -0.0058481157138067534 0.021418966039547741 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0.000745799 0.00746651 0.0138017 0.000387992 -0.00882351 -0.0129458 -0.00229915 0.0133484 0.0076035 0.0209305 0.00311609 0.0107397 0.000367889 -0.000425755 0.0243091 internal_weight=18490.1 18403.1 14339.5 4063.64 1721.07 2342.58 612.463 418.993 13920.5 1600.17 12320.3 3081.97 9238.35 1729.7 2903.85 7508.65 1108.6 584.595 524.007 1812.44 1110.15 702.291 793.892 310.219 405.668 530.132 286.778 806.277 794.348 178.124 internal_count=120000 100577 76755 23822 8885 14937 3114 4648 72107 8622 63485 16730 46755 7135 15885 39620 5771 3185 2586 11869 8745 3124 4778 1346 3141 3068 1397 3844 3807 845 is_linear=0 shrinkage=0.05 Tree=250 num_leaves=31 num_cat=0 split_feature=505 507 503 506 501 503 402 273 281 509 385 503 424 391 491 497 505 454 455 452 503 394 491 497 54 291 501 359 518 281 split_gain=33.2843 29.4532 39.989 36.8212 30.3388 30.4942 27.3806 30.8894 24.2533 22.7932 23.328 33.0402 25.4606 21.2191 20.7771 18.5426 20.9326 18.1424 17.7233 16.9307 16.901 16.4049 16.0125 15.68 15.5058 15.2132 15.058 14.6724 14.2563 14.1469 threshold=-0.84064537286758412 -0.16635957360267636 1.1044580340385439 -0.14894245564937589 0.42808705568313604 0.57076185941696178 0.020800987258553508 -0.65721955895423878 -0.20782679319381711 1.0203796029090884 -0.31956063210964197 0.34921188652515417 -0.57272499799728382 1.2570885419845583 -0.84078010916709889 0.3483691811561585 0.033731022849679 -0.66547277569770802 -0.10244981944561003 -0.58903172612190235 -0.18311108648777005 -0.11308376863598822 -1.0684351921081541 -0.90312412381172169 -0.73273551464080799 0.19843513518571856 0.2367375120520592 0.17187225073575976 0.14753164350986483 -0.15358130633831021 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 4 9 13 6 7 -6 18 10 17 14 -13 23 -12 -5 24 19 -7 -2 -19 22 -11 25 -17 -3 -25 -15 -26 -8 right_child=1 2 -4 15 5 8 29 -9 -10 21 11 12 -14 27 -16 16 -18 20 -20 -21 -22 -23 -24 26 28 -27 -28 -29 -30 -31 leaf_value=-0.012537973537219849 0.011941758028650658 0.0035323205194632262 -0.024980720309966634 0.012615571354983576 0.0053848306465847503 -0.0081009455637948129 0.011702138162413729 -0.0055347574750518515 -0.028475112771362939 0.011581807164432259 0.010064183701601422 -0.01103117365761272 0.0085420224455286207 0.0022143284944745739 -0.0074436103177802819 0.0029633983068162212 0.0080421903277091197 -0.0083365044630588775 0.0080010693214774015 -0.0094982165004202663 0.0087087708055607477 -0.0010627251730573977 -0.017991259040627441 -0.014014498632279913 -0.023499766547925443 0.055391314238506184 -0.0049737435425249651 0.033550506207646442 -0.095701258720153587 -0.0044537858075582954 leaf_weight=485.90261255716905 128.38650386128575 88.009254621341825 177.67287447163835 1219.8706921576522 1442.8550836918876 627.12318915547803 1044.0188217451796 1174.8102843994275 111.73907033680007 52.986511684954166 191.74421972874552 197.20023523503914 1046.6787992967293 149.04087032470852 1440.0011712308042 60.261418353766203 290.21271496871486 155.67412312049419 234.53143717488274 323.98452689964324 2135.9279140469152 754.21045059291646 325.08882934087887 675.24982502800412 66.681156994774938 16.816353661008179 1458.390284949448 49.93961161095649 7.6135312435217193 155.1671382971108 leaf_count=22007 504 365 8772 5979 7364 3293 6211 7531 998 444 1141 1345 6774 802 7926 277 1529 955 1211 1834 9560 5195 3657 4186 333 59 8565 253 52 878 internal_value=0.000349661 0.000746345 -0.00155179 0.00277379 -0.000974821 0.00133512 0.00335061 0.000482177 -0.00656237 0.00113873 0.00244338 -0.000701959 0.0054343 -0.00551641 -0.00538274 0.00948279 0.000473296 0.00574135 -0.00371196 -0.00340104 0.00754835 -0.00533153 -0.0138315 -0.00690871 -0.0158081 0.0119442 -0.00783781 0.010117 -0.0310847 0.0096073 internal_weight=16287.8 15801.9 7405.36 8396.52 7227.69 4790.25 3816.85 2617.67 973.394 6751.88 5619.6 2875.62 1243.88 2437.45 1631.75 1644.64 424.769 2743.97 861.655 452.371 2291.6 1132.29 378.075 2238.47 134.556 104.826 2133.64 198.98 74.2947 1199.19 internal_count=120000 97993 50488 47505 41716 27486 21984 14895 5502 39335 30039 17186 8119 14230 9067 8170 2191 12853 4504 2338 10515 9296 4101 13175 662 424 12751 1055 385 7089 is_linear=0 shrinkage=0.05 Tree=251 num_leaves=31 num_cat=0 split_feature=499 499 501 479 395 323 403 471 516 325 264 450 272 398 501 430 499 264 499 438 263 387 466 381 515 392 395 428 517 504 split_gain=114.882 195.156 93.8425 78.0554 66.6861 47.0147 43.3335 36.7614 34.2712 34.2691 32.441 29.7407 26.2949 26.2315 26.0865 22.5538 22.3671 21.4786 19.336 19.0783 18.561 17.6027 17.5438 17.5425 16.8358 15.793 15.4876 14.4825 13.3986 19.5893 threshold=0.44043914973735815 0.37289343774318701 0.55760705471038829 -0.46579146385192866 0.4321680366992951 -0.13465359061956403 0.063833273947238936 0.29880625009536749 -0.12161376699805258 -0.015431218780577181 -0.46029269695281977 -0.93707594275474537 0.41617496311664587 -0.080986693501472459 0.22377817332744601 -0.37812696397304529 0.19487819820642474 -0.4864791184663772 0.41324219107627874 1.9498528838157656 -0.37098781764507288 1.2467244267463686 -0.71024939417839039 2.898607730865479 0.085325323045253768 -0.87016862630844105 0.51993671059608471 0.095449145883321776 1.3943279981613161 -0.76931077241897572 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 8 5 9 10 12 28 23 -4 24 -7 22 -6 -11 -1 25 26 -8 21 -13 -12 -5 -10 -16 -3 -24 29 -2 right_child=2 18 6 4 14 7 19 -9 11 15 13 20 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.028830927177470236 0.18841529116542921 -0.021442277715833874 -0.015774967564038941 -0.017885368447996701 0.034360674073333493 0.0084305759001476587 -0.02678127444934484 -0.013869348078499955 0.11879522750829592 0.012617998313977204 -0.019202530401353161 0.012781803905602858 0.026703174657810125 -0.01916935670857077 0.023240905603354411 -0.010850006815350983 0.0013261367825463731 0.023907384611108803 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559 417 849 6714 internal_value=-0.0034572 -0.0168766 -0.000200056 0.00364852 0.00787209 0.0033654 -0.0117225 0.00948373 -0.00800411 -0.00557016 -0.00440022 0.000221191 0.012567 0.0044947 0.0205921 0.00416189 0.0177835 0.0143407 -0.027842 -0.022906 0.00748763 0.0144864 0.0106646 -0.0156426 -0.0175848 0.00359702 -0.0118241 0.0147818 -0.0178718 -0.0226106 internal_weight=6572.73 1283.36 5289.38 3964.75 2910.34 2149.35 1324.62 1276.12 1054.41 873.228 800.86 574.84 1127.52 449.207 760.991 443.896 308.31 523.755 975.046 523.764 408.481 285.538 356.519 429.332 166.358 247.011 158.908 313.518 479.57 362.938 internal_count=120000 53856 66144 41483 29469 19794 24661 10864 12014 8930 10688 4427 9357 5892 9675 4353 21551 4174 32305 13973 2876 1983 3084 4577 1551 1863 2638 2774 7587 6738 is_linear=0 shrinkage=0.05 Tree=252 num_leaves=31 num_cat=0 split_feature=501 323 335 501 466 516 503 453 304 209 504 286 347 275 338 507 24 500 398 222 373 517 290 108 505 385 265 438 332 410 split_gain=26.9865 22.6634 36.0577 36.2788 29.2346 30.6844 33.1463 23.6783 21.7296 20.906 20.759 18.2029 17.8219 17.6807 16.9174 16.4196 16.3671 14.4513 14.4405 15.141 13.5733 13.1922 12.9911 12.3251 12.1574 20.2327 19.0129 11.8517 11.5758 11.38 threshold=-1.5247683525085447 0.11968257278203966 0.4585623592138291 0.75462651252746593 -0.81996765732765187 0.1047094687819481 0.68642744421958934 -0.50121313333511341 0.2535568922758103 0.072089161723852171 0.48279327154159551 1.253903388977051 -0.41466914117336268 1.3232185840606692 -0.39496569335460657 -0.1923815459012985 -0.43232887983322138 1.2109310030937197 -0.97147065401077259 -0.35470169782638544 -0.66259491443634022 0.15251483768224719 -0.46123024821281428 -0.21703647077083585 0.12257454544305803 -0.590329349040985 -0.5121827721595763 -1.0708105564117429 0.33379884064197546 -0.27497217059135431 decision_type=2 2 2 2 2 2 2 2 2 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 13 -3 6 8 17 12 14 11 21 -6 18 20 -8 -16 24 28 -20 -9 -7 -19 -5 25 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419.35711179440841 36.395365668460727 432.74416505824775 298.67031398974359 64.782750381156802 1378.542892803438 126.31113455444574 1439.2697995984927 191.57417393196374 834.46054415265098 98.58191637834534 1371.0899162781425 811.60246132966131 1114.5256003020331 334.55057240650058 76.733866550028324 59.683151183649898 779.82631195848808 1316.3671682737768 1135.1350814453326 1350.5833608955145 96.664664670825005 88.412634301465005 leaf_count=23564 4090 3013 813 3872 8129 1546 1561 2049 213 3623 3393 298 8054 627 7658 945 4666 411 6679 3347 6497 2260 329 512 3351 5835 5286 6582 366 431 internal_value=0.000896824 0.0010141 0.00232523 -0.0023632 -0.00133917 -0.00239234 -0.000848972 0.00395543 -0.00207697 0.00663821 -0.010719 -0.0158326 -0.0043251 -0.000158376 0.00545241 0.0125472 0.00271174 0.00143232 0.000765853 0.0021961 0.0095113 -0.0186895 -0.00991909 -0.0158984 0.00213859 -0.000283489 0.00509079 0.00315549 -0.00938125 -0.00130964 internal_weight=18429.9 18361.3 11792.9 3041.76 6568.38 5973.71 5040.2 8751.18 4617.39 4240.36 933.507 634.837 3230.42 2616.08 3807.61 422.806 2273.73 4510.82 2489.77 2182.69 1533.88 570.054 263.728 425.678 4247.09 2332.13 1914.96 1386.98 307.081 165.147 internal_count=120000 96436 60442 16216 35994 32981 25484 44226 22978 24493 7497 4104 16183 11832 20870 2506 12324 19733 11205 10026 8546 3806 1171 4384 18562 9925 8637 6795 1179 760 is_linear=0 shrinkage=0.05 Tree=253 num_leaves=31 num_cat=0 split_feature=504 508 506 512 503 296 393 515 513 153 256 333 457 492 455 490 464 496 504 514 507 495 444 495 15 410 347 289 394 422 split_gain=31.6579 30.9686 54.0494 33.0035 28.5294 27.8775 24.5344 25.2306 30.165 19.449 21.5664 19.1765 18.0872 17.9838 17.6703 22.9011 24.9445 17.2092 16.9553 16.8282 15.1406 14.9925 14.6431 14.2545 14.0403 14.0025 13.0314 13.3775 12.8185 12.7983 threshold=-0.7124740183353423 -0.20104168355464933 -0.14894245564937589 0.44484388828277593 0.2917234748601914 -0.48148679733276362 -0.1553741171956062 0.32834894955158239 0.49608191847801214 -0.2886508554220199 1.1711366772651675 0.98729977011680614 1.2880405187606814 -0.41947577893733973 -1.0084396004676817 -0.35075893998146052 -0.7187308371067046 -0.57531630992889393 0.17663220316171649 1.0000000180025095e-35 1.0448642969131472 -0.89271065592765797 1.5840468406677248 -1.0345873832702634 -0.55842596292495716 -0.98157685995101918 -0.19914825260639188 -1.1346955895423887 2.1253207921981816 0.22462046146392825 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 6 13 26 12 7 8 22 -8 -11 -1 20 29 17 16 -16 -7 -10 24 28 -9 -2 -17 -6 -13 -4 -28 -5 -3 right_child=1 3 4 5 19 14 9 21 18 10 -12 25 -14 -15 15 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.024403746636170197 -0.0017588153248237306 9.3300121964711271e-05 0.0063065873003058069 0.0021844982545598918 0.01822257684378371 0.035063668969598373 0.0081870193321035411 0.034556942745469048 -0.013550999305549084 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91.839876025915146 143.87822763575241 leaf_count=23405 19616 2754 1978 13818 396 186 6808 275 4485 3808 311 35 2137 9003 3882 482 6569 193 133 4658 2343 2076 2170 5679 472 88 144 498 386 1212 internal_value=0.000339451 0.000571798 0.0025562 -0.00185816 0.011132 -0.000582509 0.000772785 -0.00126985 -0.00228564 0.00487492 -0.00115339 -0.0206719 0.00256467 -0.0108276 -0.00408697 -0.0048046 -0.00788202 0.0165228 -0.0117478 0.016211 0.00138555 0.0114517 -0.00052241 0.00162931 0.00290769 0.0517993 0.00188858 -0.0117775 0.00286674 -0.00476162 internal_weight=16232.1 16054.9 8838.81 7216.08 1521.1 6318.16 7317.71 4884.4 4523.67 2433.31 862.339 177.202 3328.02 897.924 2990.13 2889.83 1955.33 100.306 710.024 981.287 3020.07 360.73 3813.64 934.502 192.112 8.54934 539.814 131.561 2570.91 518.612 internal_count=120000 96472 47828 48644 8146 35675 39682 28755 26404 10927 4119 23528 18684 12969 16991 16612 10451 379 4618 5526 16547 2351 21786 6161 868 123 2620 642 14204 3966 is_linear=0 shrinkage=0.05 Tree=254 num_leaves=31 num_cat=0 split_feature=499 499 501 516 505 466 415 512 497 413 484 506 512 510 279 475 430 505 495 499 516 497 412 456 433 481 506 501 395 508 split_gain=111.202 184.168 89.4473 82.9303 66.2419 60.1331 52.9751 48.2949 35.9401 30.789 30.0403 29.3349 51.6718 23.4542 21.7467 21.5625 20.6354 20.5021 19.2603 19.2286 18.7522 21.122 20.0749 18.6347 18.5435 18.5031 17.9784 16.8932 14.6819 14.6322 threshold=0.44043914973735815 0.37289343774318701 0.66841390728950512 -0.10961423069238661 -0.027719781734049317 -0.69160887598991383 -0.40240204334259028 0.6788156032562257 0.43532373011112219 -0.79186311364173878 -1.0844838619232176 -0.27030551433563227 0.46707710623741155 1.2447777390480044 -0.75320428609848011 -0.15744177252054212 -0.23548088222742078 -0.38150385022163386 -0.54692780971527089 0.41324219107627874 -0.42662535607814783 0.71611595153808605 -0.69350880384445179 -0.23431108891963956 -0.48279163241386408 -0.35266691446304316 0.6671549677848817 0.14064095169305804 0.76445487141609203 -0.28716160356998438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 3 4 6 10 11 16 -6 24 -5 14 -13 -4 -2 -1 -7 25 29 28 21 -8 -22 -20 -9 -12 -19 -18 -3 -10 right_child=2 19 13 5 8 7 20 9 18 -11 17 12 -14 -15 -16 -17 27 26 23 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00047197607083744765 -0.024014826029834093 -0.019863533245635875 -0.02186995597438993 -0.024781916850019865 -0.021491833204944424 0.029002086462195993 -0.014391351794818923 0.0062804762975537595 0.020976443026892593 -0.0040178706143721979 0.042416958245477129 0.032521948067248584 -0.00565878603122203 0.0049397620077489789 -0.0039399675284289351 0.027301941888628896 0.03159437190258587 -0.0083833899635453648 0.02936876922710728 -0.030750421530745406 0 0.036817865923968865 0.02656239861877295 -0.0066818526073470766 0.025022410538767682 -0.023477704664241504 0.018992311498310099 0.00096182314846987658 0.016464142829777564 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threshold=-1.5247683525085447 1.6183338165283205 -0.95614945888519276 1.3908914327621462 -0.48530679941177363 0.0665264166891575 -0.51165834069252003 0.050251483917236335 -0.08433524519205092 -0.50059497356414784 0.6596612036228181 0.86440530419349682 -0.63445916771888722 0.78719791769981395 0.42245446145534521 -0.65050300955772389 0.34050737321376806 -0.46564763784408564 -0.085902016609907136 -0.4074921309947967 -0.072039995342493043 -0.43362478911876673 -0.52961808443069447 -0.14926912635564801 1.0717039704322817 -0.49930836260318751 3.3919570446014409 -0.23616147041320798 -0.11969905346632002 0.30344189703464514 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 4 5 15 7 14 13 17 -8 11 16 -9 -4 -7 20 -6 -5 24 -13 21 -2 -10 -24 -12 -19 -1 -28 29 -17 right_child=1 -3 3 8 10 6 9 12 22 -11 18 19 -14 -15 -16 28 -18 25 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.033266947373636009 -0.036614404306260569 -0.024392296136532345 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93.809353733435273 56.830278001725674 277.83628828451037 61.903512393124402 35.753959598019719 54.293329869862646 43.576125309802592 1.1664332500658918 0.39449559035710979 406.08349759271368 84.314720751717687 leaf_count=23326 119 1008 25067 3819 7260 8276 1412 4028 283 9431 2483 582 5753 10397 8686 499 362 296 2175 367 188 926 334 237 247 365 224 14 1557 279 internal_value=0.000868594 0.000978994 0.00110262 0.0020473 -0.00210461 0.00162879 0.00413061 5.6378e-06 0.0163155 -0.000398915 -0.00425272 -0.00728275 -0.00584813 0.00115027 0.00641639 0.0046414 -0.00915903 0.0242975 0.00093103 0.00949878 -0.00389105 -0.00775763 -0.000595135 -0.00893626 0.00545323 0.00931972 -0.0302054 0.085377 0.00962698 0.00157945 internal_weight=18380.2 18315.4 18226.9 14080.9 4145.94 13680.1 5381.76 8298.35 400.807 1804.28 3145.2 1985.53 1356.47 6941.88 3577.48 1000.74 1786.17 272.457 1159.67 199.361 368.721 311.891 128.35 97.6575 660.082 99.5003 64.8132 1.56093 632.02 225.937 internal_count=120000 96436 95428 78384 17044 73050 27805 45245 5334 10843 13476 8571 9781 35464 16962 3568 7622 4480 4905 949 1233 1045 854 571 2730 661 23564 238 2335 778 is_linear=0 shrinkage=0.05 Tree=256 num_leaves=31 num_cat=0 split_feature=499 46 508 506 501 510 510 452 42 503 515 503 286 501 477 386 386 284 504 374 271 347 497 505 230 496 504 507 317 499 split_gain=30.0113 28.401 24.622 49.2977 33.2555 27.933 27.8048 32.106 24.6201 23.6809 22.7076 26.7351 37.4135 29.9356 21.4758 19.4361 19.2871 18.6266 17.8896 17.914 15.5361 13.2185 12.0217 11.8921 11.7476 11.4442 11.2056 11.2028 10.7496 10.6326 threshold=0.19487819820642474 0.11303140968084337 -0.20339616388082501 -0.14894245564937589 0.42131882905960089 -0.77883353829383839 0.33643321692943579 0.2356381565332413 -0.18644110113382337 0.2917234748601914 0.32834894955158239 0.35366989672183996 1.0294958353042605 0.4634013175964356 1.0834689736366274 -0.70830875635147084 0.023375724442303184 0.097280949354171767 -0.2569678127765655 -0.81956169009208668 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34.8214 27.991 27.6093 27.3115 27.1421 26.4111 20.177 19.5489 19.4317 17.7756 16.4739 15.4825 15.2046 14.713 14.4572 23.2571 14.3108 13.7926 13.0795 11.8275 11.7281 11.1155 threshold=0.44043914973735815 0.29076987504959112 0.66841390728950512 -0.69160887598991383 0.771183341741562 -0.25946481525897974 -0.60840234160423268 0.41324219107627874 -0.80182087421417225 0.060069032013416297 -0.10961867496371268 -0.72200605273246754 1.3795545101165774 -0.23498404026031491 -0.23823335021734235 0.73540532588958751 -0.54964783787727345 -0.31090669333934778 0.21636792272329333 -0.27173307538032526 -0.54984766244888295 -0.88077479600906361 0.34383021295070654 -0.65480732917785633 0.0066001776140183219 -1.5709572434425352 6.4012222290039071 -0.44953458011150355 1.6746974587440493 0.37497474253177648 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 21 3 9 5 13 8 15 -7 16 14 -8 19 26 -6 -3 -2 29 -15 27 -19 -1 23 -11 -25 -24 -5 -4 -12 -18 right_child=2 7 12 4 10 6 11 -9 -10 22 28 -13 -14 18 -16 -17 17 20 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.031287465827474346 -0.023453971569101017 -0.018276135995621286 -0.019638820024731746 -0.015348997585324282 -0.012168594260241063 0.013820685864137773 -0.018498486851192306 -0.030542750302706298 -0.0027709019826592674 -0.01528777854894268 -0.030193692093032201 0.019688495508216428 0.018437472090348659 0.021941167374510486 0.026096637095388505 0.012136639384568803 -0.031889647898186303 -0.0098977552205992084 -0.002279640899966909 -0.027624161297107569 0.016675338436700889 0.027824377642055642 0.12686888315386866 0.047092666605394934 0.009758998411844768 -0.0080088410191776586 0.065825699989033482 0.0027260249324201156 0.098687930870601306 0.0086659864183235742 leaf_weight=10.954713396728037 367.23473256174475 162.45533523708582 153.15401022043079 354.49498908803798 103.93233890458941 557.43141601979733 48.54283107817173 771.47128490800969 729.76790296053514 48.612744996789843 164.6431427160278 1182.1816358508077 48.405404324643314 103.42302374728024 51.398536848369986 78.002317620441318 82.892353521892801 126.06687961611897 217.16596834966913 327.18109147902578 93.730309141799808 199.09493080107495 1.8085632305592287 46.677581729367375 57.973770628217608 216.93478270526975 4.9137823758646837 95.619029789231718 1.6716610239818681 20.94102840591222 leaf_count=71 5703 2885 3135 5116 1220 2978 481 29667 5897 485 3805 14108 702 1129 505 903 1451 1128 2033 10240 851 20330 14 225 1026 2205 23 1329 20 335 internal_value=-0.00334738 -0.0166866 -0.000215596 0.00213043 0.00568171 0.00772949 0.0111419 -0.0252847 0.00441084 -0.00962393 -0.0146586 0.0181769 -0.0174396 -0.00489858 0.000469735 -0.00838877 -0.015578 -0.00662085 0.00552288 -0.0204662 0.00141377 0.0247043 0.00142124 0.0132033 0.0264877 -0.00681337 -0.0142073 -0.0110249 -0.0288097 -0.0236618 internal_weight=6428.78 1221.98 5206.8 4582.44 3519.57 3197.92 2517.92 1011.93 1287.2 1062.87 321.646 1230.72 624.36 679.998 155.331 240.458 690.865 323.631 320.589 575.954 219.797 210.05 372.007 153.264 104.651 218.743 359.409 248.773 166.315 103.833 internal_count=120000 53856 66144 50738 37315 31765 23464 33455 8875 13423 5550 14589 15406 8301 1725 3788 9468 3765 3162 14704 1979 20401 3955 1736 1251 2219 5139 4464 3825 1786 is_linear=0 shrinkage=0.05 Tree=258 num_leaves=31 num_cat=0 split_feature=18 203 510 15 414 264 452 498 506 512 507 453 505 432 445 498 411 46 486 286 278 503 449 404 430 430 392 503 66 453 split_gain=23.9616 27.4665 24.773 24.3999 20.5504 30.9363 21.4232 22.3896 25.4608 21.2352 19.8286 19.3811 18.0284 18.1841 17.3836 27.6166 31.0242 16.9711 16.7886 14.8499 14.6237 14.1758 14.3139 14.017 16.7318 13.4274 13.0075 12.9661 12.7321 12.6742 threshold=-0.4870146363973617 -0.037140205502510064 1.3735284209251406 -0.3541081547737121 1.637246906757355 1.2804139852523806 1.6664179563522341 0.62998831272125255 0.0081662526354193705 -0.14137917757034299 0.2724930495023728 0.92183259129524242 0.941969394683838 -0.59089535474777211 -0.40575331449508661 0.019070461392402652 -0.53931927680969227 0.20439570397138598 0.30436192452907568 -1.5144336223602293 -0.502478927373886 0.65871554613113414 -0.55508166551589955 -0.91535890102386464 -0.52987310290336598 -1.0689065456390379 -0.59622365236282338 0.5549604892730714 -0.328259527683258 -0.50121313333511341 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 14 19 5 6 7 8 18 -9 -10 -11 13 -5 15 16 -3 23 -1 -2 -4 22 -17 -16 -25 -6 -7 -21 -14 -18 right_child=1 2 20 12 25 26 -8 9 10 11 -12 -13 28 -15 17 21 29 -19 -20 27 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00036925199872193839 0.0053872716677607511 0.0084669318063049018 0.039028354723144289 0.0076494489792592714 0.011503887347540084 0.0075870951345378317 0.021609068735538514 -0.014508883450578606 -0.013821606267235612 0.0053949607325013572 -0.0011220686942240486 0.033990713186246607 -0.0090610178238201902 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1651 384 574 1040 675 2330 18290 5387 293 566 12003 4035 2285 2492 3798 3344 4288 2206 1257 5014 3811 11638 2302 2655 2117 1616 4759 internal_value=0.00084782 -0.000925777 0.000485197 -0.0061362 0.00269085 0.00318184 0.002638 0.0022991 -9.11968e-05 0.00515235 -0.00596892 0.00587468 -0.00126957 -0.00343352 0.000900938 -0.00124571 0.00240068 0.0037123 0.00233452 -0.0124413 -0.0198239 -0.00588384 -0.00749717 0.00239303 0.00476971 -0.00895811 0.0196969 -0.0148408 0.0172899 -0.00319428 internal_weight=18323.2 9336.12 7345.97 1990.15 8987.06 8624.07 8349.54 8203.37 4462.92 3740.45 1304.33 3608.21 1123.71 1006.69 7198.95 4081.08 2284.24 3117.87 3158.59 866.434 147.025 1796.84 1587.69 2765.47 1913.26 362.991 274.529 763.919 117.025 1187.87 internal_count=120000 70596 46302 24294 49404 46718 43489 42449 23191 19258 7717 18583 15836 13654 44044 20762 12206 23282 15474 8458 2258 8556 7299 19484 15449 2686 3229 6405 2182 7251 is_linear=0 shrinkage=0.05 Tree=259 num_leaves=31 num_cat=0 split_feature=505 516 46 42 393 433 473 518 495 497 451 424 425 511 465 499 479 516 230 358 505 387 284 325 438 159 458 118 333 328 split_gain=28.2945 28.0704 25.4712 24.7481 22.3812 23.2952 22.6772 20.4668 19.8986 18.3608 17.585 15.922 21.4223 16.0009 15.474 12.9085 11.5535 11.0209 10.7158 9.57744 11.3292 13.3648 9.23667 9.09686 9.51469 8.82464 8.78314 8.5365 8.44803 8.27704 threshold=-0.84064537286758412 1.9316938519477846 0.11303140968084337 -0.21923982352018354 -0.1553741171956062 -0.051424989476799958 0.34155324101448065 -0.17473915964365003 -0.81789985299110401 1.40180379152298 -0.21777290850877759 -0.26468683779239649 -0.33629029989242548 -0.92291030287742604 0.79575306177139293 0.4341981858015061 -0.0165938027203083 -0.24784202873706815 -0.12152961641550063 -0.44567707180976862 -1.1412518024444578 -0.25395445525646204 1.8770889639854433 -0.97783425450325001 -0.26156117022037501 -0.75674593448638905 -0.47780707478523249 0.14726479351520541 -1.0348942875862119 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leaf_weight=30.569328549550846 1272.7903833813034 65.762753905728459 710.10962540679611 17.180255692452192 1296.7671882507857 797.02028748206794 535.32621438335627 273.92692887200974 5303.7110034315847 38.416062325006351 1143.0026809650008 67.714044685009867 738.63662640191615 2156.4931173478253 193.75900548766367 29.729113104986027 140.36242292751558 58.582109255716205 57.546360071748495 107.64079597895034 38.42158084269613 9.449671875452621 23.041659062961116 29.992940721102059 56.618775754235685 179.98410290968604 58.336541079683229 34.741372428834438 290.56902472185902 383.05406133807264 leaf_count=450 7170 6501 4102 109 5699 4471 3803 3933 30162 295 5604 228 3381 11291 1094 266 16368 486 666 3825 256 56 97 182 384 1564 1039 244 2851 3423 internal_value=0.000333035 0.0006966 0.000834413 -0.00499365 0.0015349 0.000175519 0.00115178 -0.00607833 -0.000171395 0.00449122 0.00633931 0.00504964 0.00185075 0.00797454 -0.00262066 -0.014265 -0.0117314 -0.00661291 -0.0133412 -0.00236191 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threshold=-0.46904626488685602 -0.15913502126932141 -0.16553859412670133 -0.41466914117336268 -0.16484922170639035 0.18905099481344226 0.81463927030563366 -0.24606917798519132 -1.0264444947242735 -0.78160822391509999 -0.097200073301792131 0.18963803350925448 -0.79635828733444203 -0.06383719295263289 -0.76732629537582386 -0.66662633419036854 0.22377817332744601 -0.22883579134941098 -0.46598988771438593 -0.48293936252593989 -0.53556716442108143 -0.34874248504638666 3.1477131843566899 -0.46573817729949946 1.8250442743301394 -0.67472535371780384 0.38227884471416479 0.048710772767663009 -0.72146964073181141 -0.411819577217102 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 15 9 10 6 12 8 -5 -3 21 -4 26 19 -13 29 -8 20 -18 -10 -9 -1 -16 -11 -17 -19 28 -7 -6 -2 right_child=1 3 11 7 5 27 16 17 13 23 -12 14 -14 -15 22 24 18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.02099301478499541 -0.021061920302347312 0.011269651290882914 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223.14660467137583 109.67214940069243 81.495418898295611 19.637283046729863 290.98796150903217 42.224643653025851 469.3562317606993 49.124375976156443 163.8110291948542 228.88321204297245 86.068905609659851 leaf_count=4312 1378 1747 1136 17840 1283 2257 655 623 1270 3336 14364 2295 11380 2248 4654 18633 1825 1091 1331 2922 1421 1131 633 6086 784 8445 760 1803 1880 477 internal_value=-0.00328902 0.00217449 -0.0064513 0.00875869 -0.0105377 -0.00634136 -0.00960518 0.0159343 0.00689412 -0.0033793 -0.0243818 0.00456649 -0.0144836 0.00127319 0.00109008 -0.0185348 0.00282168 0.022518 -0.00300654 -0.00717656 0.00824211 -0.0129843 -0.0088185 -0.0095621 -0.0228925 0.027395 -0.00406577 0.00676625 -0.00018523 2.71044e-05 internal_weight=6358.88 3625.58 1569.14 2056.44 2733.3 2097.9 1679.99 1292.65 545.115 763.792 635.399 820.578 1206.67 449.477 715.882 748.56 473.315 747.535 373.5 302.832 190.678 288.242 345.821 537.365 606.435 556.857 410.019 417.913 360.895 142.125 internal_count=120000 77019 29990 47029 42981 23174 19114 35860 24280 11169 19807 8718 15303 6440 7582 21272 3811 11580 3156 4192 2044 5443 5287 9422 19417 9536 3923 4060 3163 1855 is_linear=0 shrinkage=0.05 Tree=261 num_leaves=31 num_cat=0 split_feature=501 453 457 272 445 503 514 484 392 281 361 435 296 507 413 466 65 508 390 506 500 474 497 501 323 508 496 328 389 503 split_gain=22.7232 21.2974 28.6169 25.7974 23.7663 24.0916 23.0182 22.6307 22.2452 22.2206 36.143 22.439 21.4604 20.3145 17.3268 16.5332 15.8332 14.9313 14.8597 16.338 15.9374 14.0655 13.2208 14.4997 12.742 12.0994 29.0024 11.7938 11.7139 11.2881 threshold=-1.5247683525085447 -0.49067367613315577 0.66843989491462719 0.66123175621032726 -0.6624910533428191 0.26349873840808874 1.6183338165283205 -0.50715398788452137 0.058468779549002654 0.11328285932540895 0.51421326398849498 0.20692720264196399 0.48737275600433355 -0.43048769235610956 -0.48480474948883051 -0.72592908143997181 -0.6707530915737151 -0.42921440303325648 -0.71544429659843434 0.80330687761306774 1.0463958382606509 0.54154187440872203 0.1079644374549389 0.98487967252731334 -0.22586996108293531 -0.22543853521347043 0.65567773580551159 0.87354373931884777 0.079392679035663619 0.2122253626585007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 6 4 5 7 9 15 12 11 -11 13 -4 -3 -9 -2 -13 -6 19 -19 -20 -10 23 -7 27 29 -27 -5 -24 -14 right_child=1 2 8 24 17 22 -8 14 21 10 -12 16 25 -15 -16 -17 -18 18 20 -21 -22 -23 28 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.029941099456656614 -0.0029106984876556188 -0.00025876218442023776 -0.0078416695865695506 0.0049951160004725569 -0.01197425314415235 0.0040162360394635464 -0.027860434640039761 -0.0063698420414866385 0.0022140589923997016 0.023103735774670359 -0.00077276778257464153 -0.0082059487759127189 0.011096025319529931 0.0070987520435026909 0.0095122185823432667 -0.01450223908961195 0.0026146431889398952 0.0093733834201897397 0.0028262364663764685 -0.012160893921801419 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internal_value=0.000823772 0.000925054 0.00264812 -0.000770829 -3.50406e-05 -0.00289682 0.0042123 -0.00664756 -0.00241191 0.00447263 0.0132478 0.00354688 -0.00426487 0.00515397 0.000675159 -0.0104195 -0.00208495 0.0024005 0.00296514 0.00767802 0.00118383 0.0116644 0.00119757 0.00447731 -0.0103269 0.00368637 0.0153466 -0.00268374 -0.00418055 -0.000739576 internal_weight=18277.1 18217.4 9037.71 9179.7 8524 3920 6904.4 2046.46 2133.31 6849.05 652.963 6196.09 1885.53 4821.21 695.327 1351.14 1374.88 4604 4430.4 1214.37 3216.03 247.78 1873.54 1164.4 655.701 584.587 161.086 298.626 709.139 423.501 internal_count=120000 96436 53787 42649 39677 17543 40209 8994 13578 39504 6938 32566 11335 25557 3174 5820 7009 22134 21201 5119 16082 2243 8549 4875 2972 2828 893 1223 3674 1935 is_linear=0 shrinkage=0.05 Tree=262 num_leaves=31 num_cat=0 split_feature=504 507 503 491 503 328 384 502 263 497 286 213 281 509 409 522 434 437 94 230 453 494 398 505 418 407 508 230 324 420 split_gain=26.7212 27.2278 34.0352 51.7208 33.3533 30.252 28.6513 32.3219 26.0836 22.3799 22.1513 26.5323 21.0563 21.0183 18.5244 18.3952 18.202 17.9562 17.4876 15.6771 15.0639 16.174 14.8143 14.3958 14.1815 13.7793 13.6495 13.4008 13.1219 13.1046 threshold=-0.7124740183353423 -0.17148081213235852 0.34921188652515417 -0.5620613396167754 1.1044580340385439 -0.11496394872665404 -0.051030285656452172 -0.37199240922927851 -0.013947117142379282 0.083136007189750685 -1.3725849986076353 -0.65035751461982716 -0.41822649538516993 1.0528279542922976 0.1912203058600426 0.21069701761007312 -0.79919055104255665 -0.20359489321708676 0.090841978788375868 -0.013549975119531153 -0.62808072566986073 0.03697729483246804 -0.71376416087150563 0.23177033662796023 0.66741889715194713 0.23620059341192248 -0.43392547965049738 -0.082589648663997636 4.7695899009704599 -0.3652022778987884 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 5 8 9 7 -4 12 15 23 -12 22 16 -8 -2 -5 29 27 -20 -14 -22 24 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139.36395603930578 391.12651939736679 921.33184497081675 1096.5269862825517 247.47012660047039 29.337241466157138 810.20000481978059 72.750570283737034 2139.8313647899777 126.0149800342042 293.72440102836117 158.55150410137139 320.43767842417583 300.31748246960342 2310.6815685958136 75.24772725161165 628.06832133652642 413.17050002305768 226.9956076182425 96.157491276506335 53.962266034446657 21.335349447093904 leaf_count=412 3315 5022 3260 2274 8779 2818 5261 4500 718 2761 5406 5655 1169 172 4631 459 10707 22519 1313 902 2354 2546 12804 622 4080 2182 2027 472 263 597 internal_value=0.000324041 0.000531769 0.00248047 -0.000473244 -0.00166051 0.00672417 0.00589414 0.00207824 -0.0011537 0.0109517 0.00281368 0.00417473 -0.00339656 -0.0044463 0.0106943 0.0158768 -0.0031249 -0.0196818 0.00586972 0.0141686 -0.0104249 -0.0145827 -0.00179502 -0.0125752 -0.0057757 9.06311e-05 -0.0181209 0.00251175 0.000642682 0.00981899 internal_weight=16097.4 15932.3 8435.94 4521.92 7496.38 1607.86 3914.02 2181.23 7327.75 1165.3 2645.64 2431.03 4682.11 2914.06 1732.79 774.178 2657.73 165.085 1571.84 452.276 868.225 620.755 3813.88 214.612 1449.24 1509.7 256.333 1119.57 2364.64 39.0698 internal_count=120000 96472 44872 24533 51600 9353 20339 10447 42821 6535 14583 13243 28238 15180 9892 3774 12981 23528 7187 2215 6069 4900 22169 1340 9102 7837 2199 4972 13067 1009 is_linear=0 shrinkage=0.05 Tree=263 num_leaves=31 num_cat=0 split_feature=499 499 501 516 450 398 413 391 272 264 424 415 497 497 263 499 499 514 397 411 466 248 429 395 331 404 497 306 520 386 split_gain=105.209 158.278 79.5519 68.5468 65.7957 64.2471 45.9997 43.0535 35.0823 31.0807 26.009 23.7889 20.6886 20.458 19.8338 19.832 18.4568 16.0672 15.9289 15.6483 15.3796 14.1303 16.948 13.7869 13.2713 13.2253 12.3191 11.8824 11.5187 11.0939 threshold=0.44043914973735815 0.37289343774318701 0.55760705471038829 0.17736303061246875 -0.78162208199501026 0.072701640427112593 -0.59957760572433461 0.31248281896114355 1.5348296165466311 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222.75537169538438 leaf_count=19912 2678 2079 3840 911 10708 6272 15147 2024 874 425 425 337 509 433 1325 630 29667 642 344 1647 4044 582 619 369 4434 334 1301 1009 190 6289 internal_value=-0.00322102 -0.0167343 -0.000128228 0.00343758 0.00018098 0.0047592 -0.0110123 0.0090441 0.0117225 -0.00267329 0.0170814 -0.0113528 -0.0120453 -0.0135592 0.0070766 0.0159912 -0.027047 -0.0219291 -0.0155719 0.0148381 0.021878 0.00455814 0.0131976 -0.011156 -0.010162 -0.00245578 -0.0245301 0.000647906 0.0126817 0.024561 internal_weight=6295.28 1172.08 5123.2 3858.65 3115.49 2230.58 1264.55 1777.65 1589.56 717.247 743.159 884.912 452.93 188.089 381.681 280.722 891.358 547.3 699.694 260.887 588.412 185.218 133.291 152.617 463.317 86.7671 501.166 120.735 43.1658 530.039 internal_count=120000 53856 66144 41483 29814 20820 24661 14039 11582 7571 11669 8994 6781 2457 3731 21551 32305 17090 7456 2406 10758 1538 1201 2638 4778 759 16448 1639 559 10333 is_linear=0 shrinkage=0.05 Tree=264 num_leaves=31 num_cat=0 split_feature=463 454 299 453 501 507 444 503 335 333 506 486 295 264 468 507 504 505 462 489 494 501 501 278 438 269 272 277 507 446 split_gain=23.1049 31.0446 30.6809 27.6741 27.4991 23.7681 23.8183 22.6159 43.9278 26.8297 25.3067 24.4569 24.1851 25.3899 22.7937 20.7273 19.5021 18.2191 16.9497 19.343 16.5876 19.9269 16.5373 15.4559 19.8938 15.0739 15.0528 14.6497 14.3417 14.1573 threshold=-0.15767777711153028 -0.092470921576023088 -0.17955357581377027 -0.48703365027904505 0.14064095169305804 0.70689487457275402 -0.45798036456108088 0.66744008660316478 0.93353980779647838 -0.83920708298683155 -0.031396556645631783 -0.73304462432861317 -0.050968365743756287 0.16273055970668796 -0.45211791992187494 -0.29518750309944147 0.57075089216232311 0.21059074997901919 -0.4359398335218429 1.0501033067703249 -0.20239066332578656 0.47944761812686926 0.71440294384956371 -0.33961345255374903 -0.35251952707767481 0.44379937648773199 -0.59784838557243336 -0.64030945301055897 -0.447006344795227 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12.1694 11.5103 threshold=0.98612558841705333 0.13613725453615191 -0.33649450540542597 -0.041820360347628587 -0.054956922307610505 0.64363363385200512 0.59534922242164623 0.8139348328113557 0.61608353257179271 1.135204613208771 0.46921350061893469 -0.93752920627593983 0.47816623747348791 -1.3863539695739744 0.48275098204612737 0.73299595713615429 -0.25699196755886072 -0.58780056238174427 0.39049696922302252 -0.3798734843730926 -0.41469204425811762 -0.20594578236341474 0.51048061251640331 -0.79379105567932118 -0.47446112334728235 1.2718074917793276 2.5050691366195683 0.16136582195758822 -0.0082413461059331877 -0.97907507419586171 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 -4 -6 10 11 -2 17 -3 21 18 -8 -13 20 -20 -16 -15 25 24 -23 -7 -25 -24 -17 -14 right_child=9 13 4 -5 8 22 16 -9 -10 -11 -12 12 29 14 15 28 -18 -19 19 -21 -22 23 27 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.019442424875078603 0.0043217190869775926 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816.43045722972602 304.28810583474115 176.42403662484139 993.26379279233515 103.18703790428117 497.42123778117821 1433.9548438978381 55.322737225098535 47.605261141434312 42.66214640927501 54.398971353657544 109.93955009663478 356.168072526576 leaf_count=19480 3177 1140 18817 10422 5566 1704 417 4333 5317 364 2619 726 113 762 2604 427 1031 4982 1652 770 5906 415 3150 11951 468 227 265 348 683 10164 internal_value=0.000314433 0.00108994 0.00254077 -0.00248171 0.00380769 0.00232982 0.00369054 0.00443566 0.00794623 -0.00487356 -0.00433877 -0.0065146 -0.00927895 -0.00225074 -0.00163291 0.00150293 -0.0115022 -0.00561625 0.00286764 -0.00503249 0.00527895 -0.00546577 -0.00480961 -0.00700454 0.00698951 -0.0124423 -0.00851051 0.000233044 -0.0138508 -0.0190651 internal_weight=16052.6 13966 9738.25 1960.84 7777.41 5731.91 4814.96 4590.24 2045.5 2086.59 2060.01 1691.97 1348.46 4227.73 4074.51 2240.34 224.728 981.702 2057.84 480.712 1577.13 1834.17 916.948 1635.13 158.51 365.127 1476.62 551.82 182.502 366.756 internal_count=120000 97855 70812 29902 40910 30027 24598 23150 10883 22145 21781 19162 15985 27043 25903 12042 1448 5708 10932 2422 8510 13861 5429 13099 883 1931 12216 3498 1110 10277 is_linear=0 shrinkage=0.05 Tree=266 num_leaves=31 num_cat=0 split_feature=499 499 516 515 413 468 516 400 498 319 398 515 516 497 300 475 331 501 445 513 466 516 505 511 505 502 504 516 503 193 split_gain=101.707 149.368 76.6419 81.0672 61.1889 48.3202 44.2338 40.8449 37.9704 36.1754 33.1183 29.4007 40.8881 26.308 27.4617 25.4375 22.4571 18.2055 17.0786 21.7276 17.0711 15.6391 14.8395 14.7644 14.3442 14.4038 14.0466 13.0797 12.7225 11.8051 threshold=0.44043914973735815 0.38517163693904882 -0.28719946742057795 -0.14715381711721418 -0.79186311364173878 -0.3916968554258346 1.9316938519477846 -0.67856347560882557 0.771183341741562 -0.30869583785533899 -0.14606703072786328 -0.30739897489547724 -0.35613089799880976 -0.17177414149045941 -0.22058551013469693 -0.15744177252054212 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13565 137 internal_value=-0.00316224 -0.0166352 -0.000130688 0.00355426 0.00178949 -0.0103563 -0.00434799 0.00884016 -0.00595928 -0.00319807 0.0141262 -0.00354914 0.00414109 -0.00142308 0.00934762 0.0133163 0.0179031 -0.0235451 -0.00289409 0.00218882 -0.0142931 -0.0150589 -0.00333555 -0.0275344 0.0343141 0.046127 -0.0288515 0.0191573 -0.0271023 0.00576616 internal_weight=6227.32 1143.45 5083.87 3736.82 3534.32 1347.05 1889.16 1645.15 1809.22 1580.31 1134.49 888.814 517.79 447.428 249.789 304.953 949.07 458.233 510.662 389.736 371.024 197.639 182.13 838.499 202.504 113.506 806.756 88.9982 406.477 31.7433 internal_count=120000 53856 66144 40209 36484 25935 25395 11089 20046 13807 7764 11497 7159 6609 3175 22043 6004 14438 3325 2422 4338 3434 1922 31813 3725 745 31537 2980 13757 276 is_linear=0 shrinkage=0.05 Tree=267 num_leaves=31 num_cat=0 split_feature=18 437 511 203 15 281 500 513 506 285 495 338 496 502 445 500 411 456 427 240 494 486 352 490 46 507 500 249 497 404 split_gain=21.794 28.8269 25.204 25.6745 23.6871 20.7347 19.3705 23.5959 20.9799 18.255 17.283 16.88 19.4601 16.7134 16.5371 24.6613 32.1095 16.9677 16.4402 16.1719 15.931 15.5964 18.9614 16.236 15.2324 14.7192 13.922 15.9137 13.9072 13.7351 threshold=-0.4870146363973617 0.8932476043701173 1.3795545101165774 -0.037140205502510064 -0.3541081547737121 -0.41000805795192713 -0.21308694779872892 -0.24240303784608838 0.0081662526354193705 -0.40164639055728907 -1.0132722258567808 0.99950578808784496 0.3615120947360993 0.66118693351745617 -0.40575331449508661 0.59171512722969066 -0.53931927680969227 -0.31050500273704523 -0.54750189185142506 -0.18622276186943051 -0.005470048636198043 0.30436192452907568 -0.57914856076240528 -0.43786591291427607 0.20439570397138598 0.13613725453615191 -0.012616720516234635 -0.13169379532337186 -0.095782663673162446 -0.91535890102386464 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 -2 28 7 -1 13 -4 -9 20 -13 21 15 17 -17 -5 25 -6 -12 23 -23 -8 29 -10 -21 -28 -3 -16 right_child=2 5 9 14 19 -7 8 10 18 -11 11 12 -14 -15 24 16 -18 -19 -20 26 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0064980560576724418 -0.011940648346451727 0.013537762736370583 0.012926799818813312 -0.0083545681911727475 -0.0044004197017976513 0.024605641016027413 0.0045659374019532788 -0.013219503429087696 -0.014892945478777493 -0.025898779199934031 0.012330248262801862 -0.0063559058493879569 0.013982160094866037 0.019437055869886588 -0.0029398973163007026 0.0093472346218196733 -0.0032049162565263561 0.0015618582212431455 -0.0097000787894281626 -0.011794443608430542 0.0047172223845615233 0.00021661396993240658 0.016986296471916556 -0.003883144924961301 0.013460017596822974 0.0060431401322024935 -0.0049915642908403245 0.024138712496706918 -0.0176783597146121 0.0047181850040467601 leaf_weight=432.85333112627268 843.18188756820746 88.297765638446435 37.059904704336077 1362.4306757091545 791.9074789150618 247.2328111147508 912.38245052099228 114.42176289856434 106.01854005735368 160.42290138173848 1259.1213326225989 448.86924056662247 159.21962490235455 130.63868839084171 846.62311444827355 947.06269871350378 1101.7391835560557 630.03501381142996 856.03229962661862 59.814850095892325 1519.9632077435963 370.33084771409631 310.23128279624507 1507.9271416673437 347.96581336762756 400.97049188171513 66.816432989900932 154.81302758818492 59.701322815613821 1893.6839454208966 leaf_count=1832 8373 383 228 6539 5581 4086 4851 497 434 2639 6849 3334 782 492 4024 4329 6814 3051 5791 7820 7522 1798 1452 7031 3808 1972 430 1474 298 15486 internal_value=0.000783365 0.00254597 -0.000917816 -0.000531383 -0.0056692 0.015747 0.00193347 0.00450846 -0.000270533 -0.0185846 0.00587061 0.00651734 -0.00102102 0.00192265 0.000849102 -0.00125505 0.00259507 -0.00521648 -0.00547365 -0.000737289 0.00816858 0.00118255 0.00786972 -0.000695977 0.00360414 0.00165318 0.0095499 0.0153357 0.000908302 0.00235036 internal_weight=18167.8 8924.21 9243.56 9046.07 1916.53 395.232 8528.98 3934.45 4594.53 197.483 3501.6 3387.17 608.089 3231.51 7129.54 4041.27 2048.8 1992.47 1363.02 1073.35 2779.08 3100.87 680.562 2420.31 3088.27 506.989 281.444 221.629 147.999 2740.31 internal_count=120000 49404 70596 67729 23678 4767 44637 20816 23821 2867 18984 18487 4116 15624 44051 20733 11143 9590 8197 15305 14371 15132 3250 11882 23318 2406 9724 1904 681 19510 is_linear=0 shrinkage=0.05 Tree=268 num_leaves=31 num_cat=0 split_feature=347 264 249 451 196 381 393 461 17 392 386 434 392 264 386 473 355 517 501 471 431 484 509 370 366 424 316 240 501 484 split_gain=25.1449 29.0226 29.5969 27.8618 24.9852 22.6419 20.0839 17.9126 17.1659 15.2287 15.218 14.8134 17.8103 14.7774 20.994 18.2162 14.0172 13.98 14.3791 14.9961 13.2592 12.6718 14.6261 12.1538 13.3165 12.0855 12.0166 12.1829 11.9859 15.6162 threshold=-0.28688147664070124 -0.40126365423202509 -0.31718830764293665 -0.52352282404899586 0.093233555555343642 0.30158445239067083 -0.16257200390100476 0.46186771988868719 -0.46749486029148096 -0.91866138577461232 1.2046901583671572 -0.091611348092555986 -0.68754252791404713 0.14933407306671145 1.9293003082275393 0.34155324101448065 -0.49528528749942774 -0.073110397905111299 0.44720965623855596 1.0049492716789248 0.23123773932456973 -0.93752920627593983 0.79853865504264843 -1.0212645530700681 -0.69866138696670521 0.70232629776000988 0.1940213888883591 0.083688177168369307 0.4002984911203385 -0.94785061478614796 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 5 11 4 9 7 13 17 -6 25 -4 -3 -13 15 -15 21 -14 -2 19 -19 28 -5 -23 -17 -25 -1 -12 -28 -11 -30 right_child=1 2 10 6 8 -7 -8 -9 -10 20 26 12 16 14 -16 23 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.0076750066186070613 0.0029424523880688669 0.0033542858213533515 -0.019160568981503881 0.0029511441176775588 0.024158892630571707 0.017824261865478364 0.0042421496633422385 -0.0097087649515674238 0.003332129522312658 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46.015222649089992 13.124399913940577 113.65202682930976 840.84754964942113 leaf_count=2360 8765 4724 21176 6038 1908 1213 13417 3459 974 2554 1807 1195 998 4347 777 1485 2457 4315 3488 105 2042 11548 5263 689 4237 1076 629 1168 631 5155 internal_value=0.000310593 -0.00260029 -0.00817715 0.00166054 0.00608631 -3.15076e-05 0.000220087 -0.000946355 0.0169881 0.00394716 -0.0156093 -0.00193746 -0.00998385 -0.00129301 -0.00817931 -0.000396696 -0.00263118 0.000600039 -0.00471877 -0.0122708 0.00639873 -0.00202915 -0.00360025 0.00486549 0.0023076 -0.00297103 -0.000868211 0.0162842 0.0083202 0.0114793 internal_weight=15998.4 5067.53 1597.39 10930.8 2683.15 3470.14 8247.7 3301.37 439.629 2243.52 728.599 868.794 345.023 5992.24 689.387 5302.86 243.675 2805.73 857.167 363.181 1657.05 4048.07 3078.07 1254.79 988.963 586.47 141.746 59.1396 1399.11 954.5 internal_count=120000 55499 34154 64501 16700 21345 47801 20132 2882 13818 24780 9374 4650 34384 5124 29260 3455 16673 7908 4420 10382 22849 16811 6411 4926 3436 3604 1797 8340 5786 is_linear=0 shrinkage=0.05 Tree=269 num_leaves=31 num_cat=0 split_feature=499 499 516 503 512 433 497 439 392 392 306 391 468 516 438 491 335 500 450 452 517 490 402 453 418 356 263 522 514 514 split_gain=97.7271 142.325 73.7668 76.197 67.4632 48.7983 46.0829 37.4494 32.0854 29.4416 28.7735 22.2071 21.0736 20.3152 19.8316 19.8039 19.6862 18.1765 18.0846 17.7591 17.5081 18.4122 17.1116 16.9038 16.5455 15.6199 17.1723 14.0928 14.3194 13.4558 threshold=0.44043914973735815 0.39744201302528387 -0.045815415680408471 0.18206085264682773 0.6788156032562257 -0.50543963909149159 0.43532373011112219 -0.81204935908317555 0.10054109245538713 -0.77518874406814564 -0.56099188327789296 -0.25586491823196406 -0.28870697319507593 -0.42662535607814783 1.5471434593200686 -1.1739034056663511 -0.83620905876159657 -0.072726853191852556 -0.53556716442108143 -0.41029326617717737 -0.093360040336847291 0.3457826972007752 -0.88077479600906361 -0.12477165833115576 1.3231515884399416 1.3964536786079409 0.111051082611084 2.066439270973206 1.6183338165283205 0.91199100017547619 decision_type=2 2 2 2 2 2 2 2 2 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 5 20 24 12 11 17 13 -1 15 -5 -7 29 -6 -11 -8 -19 -18 -4 25 -12 -17 -2 26 -22 28 -3 -14 right_child=2 27 4 6 7 9 8 -9 -10 16 22 -13 14 -15 -16 23 19 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01110994316617997 -0.013794996126482224 -0.029625981098342982 0.0047016050871809129 -0.027033785553363932 -0.011635787636192789 -0.0058095847346451932 -0.026704955663264914 -0.01047416274494813 -0.019408161691529532 -0.014588934316255492 -0.030492399245644855 -0.0079938439356769253 -0.017797830891636762 0.02592789540361079 0.035928845823592306 0.018199722658057828 -0.0039580944721852567 -0.0028389428229621538 0.029864054242765389 0.013524468297552779 0.033558161818410003 -0.0039548286510087865 0.024196025756462826 -0.0062986673754075323 0.0054487957339015309 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0.00685434 -0.0200872 0.0202573 -0.0120007 0.0113007 0.00251451 0.0132647 0.0186319 0.00641557 0.0193283 0.0234413 0.0205793 0.0146342 -0.00936414 0.0263835 0.0289016 -0.0281804 -0.0288353 -0.0143772 internal_weight=6162.49 1116.65 5045.84 2979.91 2065.92 1710.07 1269.84 1335.94 328.004 1080.7 334.722 840.426 941.837 342.709 435.671 647.029 737.996 211.679 186.777 601.221 729.981 569.449 231.267 565.149 629.368 514.393 474.761 781.929 774.672 415.256 internal_count=120000 53856 66144 42430 23714 17779 24651 11105 3415 10708 22707 5539 21236 3110 6513 4124 7598 2047 1432 5719 12609 10434 21225 3554 7071 9876 9551 31149 31015 6347 is_linear=0 shrinkage=0.05 Tree=270 num_leaves=31 num_cat=0 split_feature=516 513 343 413 385 503 516 504 506 508 284 507 516 337 501 503 295 175 497 369 503 445 481 498 399 495 495 331 237 414 split_gain=20.3434 20.1988 25.1807 24.7891 20.869 21.964 18.7929 18.0876 17.5345 24.1233 20.7767 20.4535 34.0019 17.2609 16.9461 16.7938 16.5906 16.324 16.0664 15.255 14.8446 14.7936 14.6884 14.6702 14.5663 13.605 13.231 13.0903 11.7931 11.5639 threshold=2.1909917593002324 0.69274204969406139 1.3266081213951113 1.5823011398315432 -0.93570125102996815 0.77057313919067394 0.20301254838705066 -0.016812394373118874 -0.204686664044857 -0.23191603273153302 2.9651886224746709 -0.18718619644641873 -0.28719946742057795 0.12710437923669818 0.51979315280914318 0.30537450313568121 -1.3554341793060301 -0.61195331811904896 -0.48530679941177363 -0.33161564171314234 0.70752495527267467 0.069122064858675017 -0.089324172586202608 0.88873323798179638 -0.40684407949447626 -0.88694781064987172 -0.49918863177299494 0.51854690909385692 -0.021577786654233929 -0.062327044084668153 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 4 5 18 14 -8 11 15 -11 12 -6 -7 17 -10 29 19 26 -3 -13 27 24 -5 -4 -18 -1 -9 -20 -16 right_child=-2 2 22 23 8 13 7 21 9 10 -12 20 -14 -15 16 -17 25 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0064319214388607856 -0.030865255790301672 0.0055641135053691899 0.0063763331914192525 0.021264793276400139 0.0026542061734274053 0.014267750028583926 -0.018891179173340378 -0.0080379814810292421 -0.00079150327040937581 -0.00011978744152672009 0.053422955052452495 0.0065312111076224581 -0.0082392521348525639 -0.028002589658486544 0.011843016448746874 -0.014350936161397402 -0.013363542552892427 0.0039246499909692378 -0.0098056357586781481 0.020492069733116961 0.027544806270785011 0.011083815040523876 -0.035105559574420478 -0.0163646173781004 0.02496583134961099 0.0033408659558209122 0.0089216396600414749 0.0047295528218494719 0.00021768401066710088 -0.026867764137308733 leaf_weight=266.11322095117066 50.596076799789444 316.61203077249229 193.70200432278216 194.41586527926847 4235.318087071646 224.41788537660614 154.37367638293654 565.34088229411282 377.66045374237001 2614.5181144715752 18.143776638898998 1044.831567469053 861.93993366812356 26.900173297151923 24.695517847314477 580.6941666607745 132.39023289270699 1137.2141716396436 1577.9035529054236 375.55332314502448 91.534008245915174 216.64505866728723 14.067280592396854 29.652015153551474 233.56383639527485 1512.8210480655544 296.30332885030657 310.67902754223906 359.29928299598396 84.84889117628336 leaf_count=990 6058 1351 765 4295 36095 1093 1336 3289 1847 16012 78 4792 4766 109 101 3536 585 4682 6697 1531 519 1111 60 3874 1089 8375 1087 1600 1663 614 internal_value=0.000761154 0.000850145 0.00345463 -0.000222339 -0.0005165 -0.00436587 0.00240887 -0.00287537 0.000560861 -0.00222145 0.000249334 0.00216449 0.00081103 0.00971406 0.00424885 -0.0090134 0.000735214 0.00761621 -0.00578383 0.0136727 0.00823053 -0.000606531 0.0148879 0.0162577 0.0165534 0.00199289 0.0016482 -0.00350427 -0.00794408 -0.0180924 internal_weight=18122.7 18072.2 5272.51 12799.6 12575.6 2750.94 4831.17 1247.04 9824.64 3591.02 2632.66 6233.62 5097.26 251.318 3584.14 958.355 1754.76 1829.38 2499.62 692.165 1136.37 1092.66 441.333 224.068 427.266 1645.21 562.417 876.02 1937.2 109.544 internal_count=120000 113942 26489 87453 79284 11639 24575 7336 67645 21473 16090 46172 40861 1202 17239 5383 9675 7564 10437 2882 5311 6000 1914 8169 1854 8960 2077 4889 8360 715 is_linear=0 shrinkage=0.05 Tree=271 num_leaves=31 num_cat=0 split_feature=509 240 508 515 503 508 506 501 484 522 502 464 513 46 398 281 512 515 203 410 517 409 317 448 67 450 430 422 422 503 split_gain=23.6701 24.8599 25.7079 27.0289 27.3938 23.4455 23.8366 21.2422 35.5966 21.065 24.5412 21.9297 19.0863 17.1204 15.7466 15.6804 15.4371 14.9214 15.4882 14.1652 18.7849 30.0104 16.7553 16.2688 14.1361 14.094 13.6222 13.5806 13.494 13.1124 threshold=0.95660114288330089 -0.044782031327486031 -0.023772425018250939 0.50101962685585033 0.3273169100284577 -0.23191603273153302 -0.29551428556442255 0.24910888820886615 -0.90872439742088307 0.27464909851551061 0.97088444232940685 -0.6136052906513213 1.288969159126282 -0.021288329735398289 1.8209797143936159 -0.41875623166561121 0.45616213977336889 -0.31821846961975092 -0.096646815538406358 0.94802722334861766 0.5709761679172517 -0.69338610768318165 -0.77153483033180226 -0.64384689927101124 0.04247755371034146 -0.79275259375572193 0.008905760012567045 0.042529163882136352 0.39832554757595068 0.70752495527267467 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 28 -9 10 15 -11 19 29 -7 -5 -4 -18 -19 20 -2 23 -21 -22 26 -25 -24 -23 -1 -3 right_child=12 13 16 9 5 14 -8 8 -10 11 -12 -13 -14 -15 -16 -17 17 18 -20 22 21 27 24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0036014778742794098 0.0018517547457328329 -0.0001195182731234901 -0.014844021245665869 0.029680757816317856 0.0046549431670716351 -0.0021774477709250637 0.01486675495431738 0.015682597998517959 -0.0003674981836771346 0.015275136521414205 -0.0041286440470630226 -0.0068766746268902673 -0.03527664624771 -0.023784344343502888 0.017727091093848901 -0.0040464456030819699 0.02436843503715681 0.0033449292832766365 -0.0041672183956630851 -8.5184367358462094e-05 0.17726695755435418 -0.0095427398775017793 -0.031222400677240483 0.013842468421452318 -0.046985181646587208 -0.015250669926550019 -0.0048551958916024616 -0.027943692333911238 -0.016870556438209217 -0.021435523385842429 leaf_weight=856.49486478441395 1223.9186678840779 388.6528345386032 224.0071044547949 290.12470005173236 1891.8869884903543 1164.5795902642421 820.28677587863058 386.41942090075463 3247.0870678685606 215.45450746687129 86.94550595479086 231.52916102716699 48.722515705274418 143.8735521773342 108.51563949137926 38.789005820639431 55.660812566056848 1016.4382841051556 2108.1180482166819 177.02901775855571 1.2946469578891981 285.34662841889076 79.190143750514835 150.02707657893188 41.257782439002767 57.377688043052331 129.75622293516062 155.78018367104232 247.36813126760535 88.627114420756698 leaf_count=8994 6809 10229 5095 1287 10066 5793 4338 2201 16969 1805 340 1404 2589 7606 690 193 198 5487 10526 799 12 5557 391 1490 274 724 746 4571 1471 1346 internal_value=0.000305229 0.00110556 0.00157319 0.00289899 0.00206315 0.00511822 0.00774575 -0.00050589 0.00133842 0.0113416 0.0194426 0.00379076 -0.00432851 -0.00866424 -0.000475646 0.0256881 -0.00215843 -0.00126288 -0.00172184 -0.00366952 -0.00179281 -0.00866411 -0.0118863 0.00693863 -0.0202126 0.0057664 -0.0148824 -0.0160571 -0.00658078 -0.00409187 internal_weight=15960.6 13610.9 12989.7 9585.48 8722.64 3985.27 2712.17 4737.37 3633.51 862.843 415.859 446.984 2349.7 621.154 1273.1 328.914 3404.22 3180.22 3124.56 2300.98 1873.74 649.826 427.233 208.699 250.204 207.405 208.946 441.127 1103.86 477.28 internal_count=120000 96038 76857 55551 50522 20887 14404 29635 19170 5029 1820 3209 23962 19181 6483 1480 21306 16211 16013 21373 19163 12354 2210 2226 1411 2214 1137 10128 10465 11575 is_linear=0 shrinkage=0.05 Tree=272 num_leaves=31 num_cat=0 split_feature=264 411 425 413 501 473 439 517 452 412 154 486 92 323 462 46 146 272 418 373 272 422 396 339 313 423 501 395 495 501 split_gain=87.6769 70.208 60.0508 53.7588 51.5067 38.3081 36.8503 33.7254 28.4943 26.6587 30.0534 22.7317 22.3488 20.3956 20.3904 20.0101 19.2244 18.6749 18.1252 17.6051 16.5261 18.2192 16.4725 16.8259 16.3409 15.1498 14.6877 18.3459 14.3278 23.2152 threshold=-0.46904626488685602 -0.53931927680969227 -0.38514558970928187 -0.84459528326988209 0.098600752651691451 0.077466979622840895 -0.7839297056198119 0.32069005072116857 -0.18274876475334165 -0.87758001685142506 -0.37714011967182154 0.16136582195758822 0.06704613566398622 -0.040770284831523888 -0.41879804432392115 -0.27771829068660731 1.9220405817031863 0.48407648503780371 0.56056475639343273 -0.88725313544273365 0.21445471048355105 0.14192793518304828 0.13973961025476458 1.0586482286453249 -0.64248549938201893 -0.57959824800491322 0.12153398618102075 0.47506925463676458 -0.67650207877159108 0.22992813587188723 decision_type=2 2 2 2 2 2 2 2 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 6 9 12 14 11 18 26 -9 19 20 13 16 -6 25 -14 -1 -13 -2 -3 21 -11 23 -12 -20 -4 27 -5 -10 -30 right_child=1 2 4 7 5 -7 -8 8 28 10 22 17 15 -15 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010018958975129779 -0.0090453040632965578 0.035004256454499103 -0.011678734096936934 -0.01802602952805531 -0.0047036075396591076 -0.019717668069667064 -0.017538945851443052 -0.016256940447811164 -0.018383062135817096 -0.011920246845956523 0.030138541468239258 -0.020333301801723228 -0.0016073023111339802 0.016112637862497201 0.025049681282320997 0.02054955182394818 0.020878504098971115 0.016461770661832294 0.046703593557183773 -0.010138989760160739 0.024079133046792819 0.014462591927639044 -0.013523108609883486 -0.0018935043225324908 0.0063508646655840361 0.03095714066937727 -0.027793320965385761 0.038911570140670593 0.035587581738669542 -0.00056027766993230015 leaf_weight=531.82400590414181 204.6898509208113 25.410562183940783 83.485226993914694 59.559470284264535 210.6192648478318 337.89751009643078 559.60606184788048 649.56103159161285 74.61372588109225 137.11530753760599 504.78129460662603 168.28728929138742 232.2873767525889 265.62404496292584 228.86155216395855 180.89572020526975 55.422661263495684 43.134460154920816 28.576593128498644 140.03849046095274 105.64437182573602 124.96021994180046 25.327894479501992 44.289624587167054 205.44020337122492 27.643091360107064 533.83730376744643 18.422489698510617 54.396307529415935 238.76221828232519 leaf_count=5451 2418 352 1804 972 3087 10029 16229 6322 932 1881 6817 1464 2424 2928 22338 1470 434 305 253 1554 1085 1696 507 510 1564 198 21555 231 796 2394 internal_value=-0.00306025 0.00215532 0.00667416 -0.00994729 -0.000339187 -0.00593402 -0.00903372 -0.0155494 -0.00996076 0.0153249 0.0185761 0.000833454 -0.000818797 0.00689707 0.0165194 0.00808372 -0.00709137 -0.0127985 0.00180551 -0.00315849 0.00739299 0.000641 0.0257241 0.0275458 0.0113177 -0.00100984 -0.024831 -0.00447843 0.0011474 0.00613985 internal_weight=6101.02 3471.43 2473.12 2629.58 1365.55 1025.56 998.313 1629.15 1017.33 1107.57 942.119 687.665 1000.43 476.243 339.99 413.183 587.247 211.422 438.707 165.449 367.72 262.076 574.399 549.071 234.017 111.128 611.819 77.982 367.772 293.159 internal_count=120000 77019 56555 42981 42153 17813 20464 33202 10444 14402 12496 7784 9779 6015 24340 3894 5885 1769 4235 1906 4662 3577 7834 7327 1817 2002 22758 1203 4122 3190 is_linear=0 shrinkage=0.05 Tree=273 num_leaves=31 num_cat=0 split_feature=463 454 299 453 501 507 500 503 398 437 506 295 264 452 507 452 516 515 484 293 343 516 355 331 501 161 515 362 278 438 split_gain=20.5427 27.2445 27.36 25.1515 25.1113 21.8431 21.6735 20.3514 39.4219 25.6267 21.9223 21.7548 22.9311 21.4366 18.8268 17.827 17.4454 16.9424 26.4514 16.3611 16.0817 16.0427 15.6987 22.9666 14.9677 14.8625 14.8376 14.7254 14.5111 18.6176 threshold=-0.15767777711153028 -0.092470921576023088 -0.17955357581377027 -0.48703365027904505 0.14064095169305804 0.70689487457275402 -0.12578472495079038 0.66744008660316478 1.2786217927932741 1.6102288365364077 -0.031396556645631783 -0.050968365743756287 0.16273055970668796 0.49847757816314703 -0.29518750309944147 0.73462355136871349 -0.33812259137630457 -0.29205362498760218 0.50352841615676891 -0.51189419627189625 1.44547975063324 -0.49168030917644495 0.62701982259750377 0.43651108443737036 -0.016069891862571236 -0.69082650542259205 0.18149115145206454 -0.48005488514900202 -0.33961345255374903 -0.35251952707767481 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 4 3 -3 -2 6 -6 10 13 25 11 12 21 20 -5 19 -17 18 -12 -8 -9 -1 23 -19 -15 -10 -25 -23 29 -13 right_child=1 2 -4 14 5 -7 15 8 9 -11 17 28 -14 24 -16 16 -18 22 -20 -21 -22 27 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.011604978863134968 -0.019398378327872775 -0.0008904807038296001 -0.0077603026136229061 0.0018662674865380761 -0.00023801715750961617 0.0088384742084338646 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221.75307780946605 288.93319426709786 160.95535080484115 390.68044020654634 1237.462858970277 783.62951346184127 1409.8589532570913 leaf_count=905 6922 5884 20996 2692 9417 2804 4424 4070 225 512 709 4442 3398 406 4163 1280 542 6846 392 4926 713 5131 6361 1071 2680 1378 1917 5261 3599 5934 internal_value=0.000743179 -0.00131494 0.00206742 0.00419687 -0.00409006 -0.00305934 -0.00428857 0.0021235 0.00802596 -0.0114373 0.00132619 0.00316521 0.00636347 0.0119597 0.00879312 -0.00824253 0.00455227 -0.00179907 -0.014091 -0.0102748 0.00745636 0.00478738 -0.000821475 0.00195562 0.0231075 -0.0184361 0.0100121 0.00576119 0.000330873 0.00226126 internal_weight=18076.3 7255.06 3268.99 2687.28 3986.06 3735.03 3385.71 10821.2 1286.93 216.125 9534.31 6003.32 2819.69 1070.81 1412.26 1712.61 234.382 3530.99 259.66 1478.22 763.142 2513.77 3271.33 1990.24 307.666 185.617 612.434 2373.16 3183.63 2400 internal_count=120000 64050 33735 12739 30315 23393 20589 55950 9984 2115 45966 28670 14695 7869 6855 11172 1822 17296 1101 9350 4783 11297 16195 9834 3086 1603 2988 10392 13975 10376 is_linear=0 shrinkage=0.05 Tree=274 num_leaves=31 num_cat=0 split_feature=516 505 393 433 263 518 514 343 347 423 394 410 394 507 465 261 411 5 500 360 385 273 505 153 452 515 463 386 436 516 split_gain=23.4518 23.4085 21.1498 23.3171 22.3983 18.7231 18.5116 18.302 17.929 23.4479 21.3512 16.132 15.7361 15.7086 15.4603 14.6383 13.9357 13.4261 13.3201 12.4233 11.9001 11.5222 11.4991 11.3749 11.3212 11.5023 11.1893 9.99426 9.91074 13.502 threshold=1.9316938519477846 -0.78288367390632618 -0.1553741171956062 -0.051424989476799958 0.016409202478826049 -0.22228510677814481 0.20564823225140574 1.7594664096832278 -0.28688147664070124 -0.11820460483431815 -0.46048660576343531 0.77793198823928844 1.6167016029357912 -0.36801713705062861 0.79575306177139293 0.9895140826702119 -0.01284331129863858 0.10126021504402162 0.59171512722969066 -0.11961873993277548 0.080353002995252623 0.66099518537521373 0.57797157764434826 3.1821306943893437 0.2356381565332413 -0.041214095428585999 0.064929142594337477 3.767158150672913 1.8392293453216555 -0.49279955029487604 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 4 6 14 18 12 15 10 19 -8 -6 -12 27 21 20 -16 -3 -10 -1 23 -9 -4 25 -11 -17 -5 -22 -30 right_child=-2 2 8 5 7 -7 11 22 9 24 13 -13 -14 -15 17 26 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.012697765334838225 -0.031533399885369115 0.0055761750682584059 0.0037889411883291653 -0.0020036058729443109 0.003700899272780723 -0.016543062280183506 -0.0016405995599607513 -0.0025076252488769202 -0.023592764858811135 0.015357498933439887 0.0057346149681559919 -0.0093664655657927955 0.017462771150859074 -0.012355085423917247 -0.02228123189185582 0.010578413396379542 -0.022522716811330327 0.0075055930295065652 -0.0027895571413203389 0.0045726376174419596 0.00085655595168337333 0.0137776553588045 -0.03066253254283606 -0.025568043314816304 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0.00354264 -0.00031914 -0.00692999 -0.00339377 0.00473191 -0.000982018 -0.00316179 0.00596671 -0.00937433 -0.0153133 0.00249168 -0.0185018 -0.00485248 0.00458262 -0.0127329 0.00335019 0.0044867 0.00749181 0.014984 -0.000198445 0.00378535 0.0447633 internal_weight=15915.6 15858 15269.6 10484.7 9063.33 1421.34 5900.02 3163.32 4784.95 1844.51 776.863 3856.85 3005.67 513.474 1075.42 2940.45 588.361 210.431 2043.17 263.388 438.183 2549.78 157.651 2249.02 1067.65 796.64 390.668 864.993 208.278 13.684 internal_count=120000 113476 90538 65568 54254 11314 36400 17854 24970 10361 3695 26056 16876 2554 6237 14609 22938 1263 10344 1141 8167 12813 978 11214 6666 4510 1796 4974 5406 85 is_linear=0 shrinkage=0.05 Tree=275 num_leaves=31 num_cat=0 split_feature=499 499 501 433 418 293 516 413 506 499 513 400 352 260 445 505 514 477 503 505 506 514 445 450 473 142 496 516 473 281 split_gain=93.8644 133.479 70.5642 64.7271 56.8085 54.1775 48.8937 36.8763 34.0718 32.2688 30.0866 22.6424 20.7235 20.443 19.9503 19.9237 19.6134 19.5144 18.6032 18.2499 19.0622 17.2118 16.9775 16.0792 19.6914 16.5828 14.7548 14.5896 13.6439 13.4317 threshold=0.44043914973735815 0.29076987504959112 0.66841390728950512 -0.50954437255859364 -0.35016503930091852 -0.51367989182472218 -0.11759758740663527 -0.64257061481475819 0.84364050626754772 0.41324219107627874 0.62800332903862011 -0.67856347560882557 -0.19757545739412305 0.65105456113815319 -0.089614655822515474 -0.2206224054098129 1.088576674461365 -0.13454855978488919 0.27766436338424688 -0.84064537286758412 -0.22199790924787519 0.55881962180137645 -0.68719148635864247 -0.56001695990562428 0.077466979622840895 -0.34080427885055536 -0.60481047630310047 -0.39038227498531336 -0.23939690738916394 -0.42339314520359034 decision_type=2 2 2 2 2 2 2 2 2 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 13 7 15 12 10 21 14 -12 -6 19 -8 22 28 -9 26 -5 -21 -3 27 25 -25 -7 -10 -2 -4 -23 right_child=2 9 16 4 5 23 8 17 18 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 29 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.022894736463474452 -0.031363673463861784 -0.021212206898384569 -0.010748697711566037 0.024860955770219809 0.016674127560346988 -0.00068904797859892014 0.016662404104266587 -0.014511452661823011 -0.016263622806804563 -0.029776685307116496 -0.019950550477766518 0.00014341058007400916 -0.0021429189878030223 0.024620242088373462 -0.018325561159660386 -0.024834668428512559 0.012259903431121369 0.005447545432389774 0.0038454567197607893 -0.020574550921937707 -0.0013550033011774912 -0.012911313348419976 -0.016793914530132677 0.031366186007960477 0.0082793941751191698 0.02229019925499795 0.047583338452445646 0.010172874789282627 -0.02700343178185426 0.022303402794271777 leaf_weight=179.95156327611767 24.657273914897814 116.99117041914724 241.63888925476931 36.438508160412312 521.97190795093775 144.83074180153199 243.55181755777448 294.17133991746232 10.16986223310232 670.81575727532618 255.70095790829509 309.12109496584162 202.64489830983803 48.241772813955322 48.71015551360324 317.0812328257598 53.320899119134992 209.23460358846933 65.736489033326507 278.50799973681569 241.39283427828923 49.165181087795645 232.23052133573219 402.80470487242565 120.77022242592648 170.28090000059456 72.046164387837052 143.57811313960701 281.05136061599478 59.789067081175745 leaf_count=20401 626 2359 4711 290 3207 1709 1580 3503 57 29667 1843 2185 1529 583 420 5739 865 3039 1072 5105 2649 696 2688 6141 2989 2410 357 1017 9830 733 internal_value=-0.00299787 -0.0163812 -9.71202e-05 0.00205914 0.00693312 0.0108776 -0.00549623 0.00418173 0.00161712 -0.0242699 -0.00220335 -0.00894641 0.0114053 -0.00654211 0.0108097 -0.0154654 -0.0165515 -0.00620637 0.0237693 -0.00925721 -0.0116624 -0.00789271 -0.00803014 0.0206742 0.026053 0.0117158 0.0396148 0.00404039 -0.019502 0.00636978 internal_weight=6046.6 1076.71 4969.89 4393.87 2671.29 2066.71 1722.58 1228.02 1005.04 896.761 857.084 564.822 724.617 604.581 292.262 717.547 576.011 503.406 147.953 556.339 519.901 225.945 400.466 838.687 523.575 315.112 82.216 168.235 522.69 108.954 internal_count=120000 53856 66144 50738 33154 24527 17584 11278 7514 33455 6028 4028 4736 8627 2000 10070 15406 6542 1486 8044 7754 3788 4331 13249 9130 4119 414 1643 14541 1429 is_linear=0 shrinkage=0.05 Tree=276 num_leaves=31 num_cat=0 split_feature=18 437 511 203 90 498 473 506 512 512 285 509 495 462 464 432 445 498 411 64 321 350 385 496 305 516 413 389 334 461 split_gain=19.8825 25.8808 22.6579 22.9732 19.5718 18.976 21.4229 24.5982 18.06 17.6604 17.0271 16.6911 16.3413 17.4849 25.751 15.8245 14.9754 23.5356 24.3613 14.7992 13.2038 12.9197 12.5282 12.5165 12.4081 17.6428 12.2774 12.1709 12.1472 11.9738 threshold=-0.4870146363973617 0.8932476043701173 1.3795545101165774 -0.037140205502510064 -0.23945641517639157 0.62998831272125255 -0.53943079710006703 -0.14894245564937589 -0.14137917757034299 0.51651039719581615 -0.40164639055728907 -0.077955551445484147 -1.0132722258567808 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0.0066547884743848734 -0.013319443298573633 0.0090995310627911587 -0.011829340787079264 -0.0028690981462800302 0.014950113999168114 0.024057121764752859 0.00013961969978934922 0.0048251857619641993 -0.0029855966327423638 -0.0081421091549764915 0.0037592957928900134 -0.0038671970979190489 0.013192760323766968 0.0022239508359747674 0.0075712892912246964 leaf_weight=401.60968087334186 808.99072434846312 184.70707004889846 36.881777129136026 566.2717471816577 332.25630598864518 143.54817949514836 751.35564954183064 247.55170706275385 120.45734147727489 990.87528964085504 153.35392410191707 200.47592156915925 1165.3013276942074 766.89893942279741 1732.9958207495511 290.48812594090123 828.43600037018768 627.0035742316395 1156.9212511102669 250.9873094788054 36.713651892729104 459.57660594966728 1016.443646193482 1111.4841320211999 608.22348698752467 637.26232746080495 118.95748855243437 509.19554333784617 745.95142631349154 1027.5939925340936 leaf_count=1655 7183 1103 228 2748 2173 726 3506 2345 524 4544 2639 3664 5677 5667 8197 5192 8667 2606 7221 1288 147 9130 5536 5801 4543 3717 1416 2210 5103 4844 internal_value=0.000723857 0.00241148 -0.00090957 -0.000546747 -0.0054422 0.00183518 -0.00036026 -0.00268028 0.00438115 -0.00774282 -0.0179814 0.0150876 0.0050423 0.0056389 0.00327797 -0.00103944 0.000760636 -0.00125161 0.00216363 0.00338827 -0.0055491 -0.00506728 0.00120433 -0.00617856 0.00127578 -0.00204884 -0.0171234 0.00758194 0.00543406 0.00470917 internal_weight=18028.8 8868.77 9160 8969.76 1891.31 8483.59 4554.39 3125.18 3929.2 1357.38 190.236 385.183 3785.65 3665.2 2499.89 1082.32 7078.45 4007.59 2232.39 3070.86 1775.2 750.065 1767.8 1738.49 2242.42 1245.49 366.509 1075.47 996.939 1429.2 internal_count=120000 49404 70596 67729 23678 44637 23846 17347 20791 8305 2867 4767 20065 19541 13864 16495 44051 20733 12179 23318 8554 14322 9042 8407 14651 8260 3761 4958 6391 6499 is_linear=0 shrinkage=0.05 Tree=277 num_leaves=31 num_cat=0 split_feature=516 46 25 499 203 335 501 97 477 497 502 498 292 510 468 515 284 512 346 328 450 404 70 495 154 465 64 8 502 386 split_gain=22.484 21.8322 20.262 19.9069 20.3018 24.8175 31.0008 24.096 22.1434 19.4532 30.6089 20.1741 17.3592 16.8687 16.1514 16.1397 14.22 12.9277 10.574 10.4549 10.1546 9.51779 9.38586 8.63785 8.81262 8.54305 13.7611 14.084 7.24398 7.23235 threshold=1.9316938519477846 0.22105360031127932 -0.26116466522216791 0.19487819820642474 0.16955187171697619 0.47335995733737951 0.71440294384956371 -0.044760851189494126 0.017870933748781685 -0.29888981580734247 0.91552716493606578 -1.8937903642654417 -0.32438196241855616 -0.80656978487968434 -0.014645713847130535 -0.57960557937622059 1.6559644937515261 1.0213394761085512 1.8983622193336489 -0.32611823081970209 0.42276863753795629 0.61672243475914013 -0.46618270874023432 -0.99995440244674672 -0.15782975405454633 0.94064888358116161 -0.32123649120330805 -0.18929816782474515 -0.1404144614934921 5.2152740955352792 decision_type=2 2 2 2 2 2 2 2 2 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 17 -1 5 12 7 -7 9 10 -6 -11 13 -5 15 -10 -14 19 -16 23 28 -8 25 -3 -25 -4 -27 -28 -21 -24 right_child=-2 2 22 4 8 6 21 -9 14 11 -12 -13 16 -15 18 -17 -18 -19 -20 20 -22 -23 29 24 -26 26 27 -29 -30 -31 leaf_value=-0.0285780896057043 -0.031392152684888507 0.017894357819825901 -0.007399281025393366 0.027036406793353625 0.010300960956121895 2.7950651318224216e-05 0.0077566471502615092 0.012916269283058161 0.010695592768459557 -0.025383991978128365 -0.0051933198119850314 -0.00040712383390441336 -0.0068474735274338455 0.0022677009285954918 -0.017157044866081723 -0.0044916498967559259 0.0063960634288037239 -0.027258343441142981 0.029273441443044362 -0.02322943572330825 0.0079984597785878325 0.023640892968712426 -0.022234183006348732 0.015648048132465089 -0.0018925810259974264 0.0035184250595944422 0.25008916725221758 0.024241560184746033 -0.0059960654021272396 0.047588107339858625 leaf_weight=56.597084260662086 55.698570397682488 77.392152268439531 56.378235488431528 69.915214359760284 1095.9251563842408 1091.7883954313584 134.41866094013676 543.51157418964431 192.23976269341074 83.024436679668725 448.90591153036803 2972.7376486789435 973.90039000823162 3918.3288509482518 301.31224531703629 1917.2876915724482 255.49671311560087 49.594458772800863 12.617124959360806 107.61952158482745 70.636173780425452 325.63993523782119 244.29863965732511 81.490539090940729 584.55786868324503 6.7827723640948534 1.2883714651688936 1.5298855155706386 143.18005660525523 3.6306314701214424 leaf_count=15782 6524 545 694 226 5090 5361 779 2286 1450 443 1569 17771 8359 22498 1982 9969 1063 437 61 1411 520 3571 5790 435 3761 89 14 30 1477 13 internal_value=0.000290057 0.000402102 -0.00549306 0.000987501 0.00110476 0.00294886 0.00754544 0.00431512 -0.000814501 0.00122219 0.00579526 -0.00108818 0.00110185 0.00270383 -0.00468283 -0.00310484 -0.0040908 -0.00232672 -0.0152663 -0.00115844 -0.00869452 0.0190134 -0.0167143 0.00209389 0.000248023 0 0.0433917 0.134233 -0.0134172 -0.0211728 internal_weight=15877.7 15822 1428.38 14393.6 14337 7313 2095.36 1635.3 7024.05 4600.59 1544.83 3055.76 5217.64 3988.24 2423.46 2109.53 1229.4 1114.47 313.929 1064.88 321.436 460.059 313.909 743.441 666.048 65.9793 9.60103 2.81826 250.8 247.929 internal_count=120000 113476 15216 98260 82478 44143 11997 7647 38335 24873 6659 18214 32146 22724 13462 11419 9422 8586 2043 8149 3408 4350 6630 4741 4196 827 133 44 2888 5803 is_linear=0 shrinkage=0.05 Tree=278 num_leaves=31 num_cat=0 split_feature=498 497 516 512 458 272 454 463 386 424 400 477 308 505 450 378 413 516 428 490 517 504 515 515 516 505 441 306 311 438 split_gain=88.2556 87.002 79.0409 76.484 62.865 53.9769 44.4123 39.8545 39.2453 30.9171 29.0751 28.4445 29.6616 26.352 25.5986 23.9667 21.6051 17.6097 15.871 14.7879 14.7528 14.6461 13.6579 12.6614 13.8977 12.2691 11.9819 11.168 11.9714 11.1589 threshold=0.61953139305114757 0.035928979516029365 -0.31039679050445551 0.34792540967464453 -0.46452459692955012 0.94696566462516796 -0.08330031111836432 -0.15572026371955869 -0.19313862174749372 -0.7354065179824828 -0.56575649976730336 -0.62054952979087818 -0.5888569951057433 -0.84064537286758412 -0.76366502046585072 -0.15343113988637921 -0.79186311364173878 -0.021773086860775944 -0.096842262893915163 0.40385548770427709 0.38198642432689672 4.9123826026916513 -0.14277403056621549 -0.17618504166603086 -0.20179340243339536 -0.47669321298599238 0.74125564098358165 0.37450112402439123 0.46003690361976629 0.77036190032958995 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 7 14 17 6 8 13 9 -5 -8 -9 -13 -1 19 -14 -12 -2 26 -4 25 27 -10 -16 29 -19 -7 -6 -29 -25 right_child=1 -3 3 5 21 18 10 11 22 -11 16 12 15 -15 23 -17 -18 20 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.00497826584095124 -0.0227953281518153 -0.029652617865888978 0.013178571613183365 -0.0053129975800067699 0.010878207494813321 0.028770396450559954 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30.909365539206192 179.83425892121159 78.00903663225472 36.849579773843288 86.835349717643112 2.9281481713987878 16.559260839596391 leaf_count=873 4859 26624 1197 3625 1754 1671 3598 3124 211 11572 1730 2822 1089 16055 3044 2182 2760 66 303 424 398 10 3477 496 5322 1482 328 18734 39 131 internal_value=-0.00295037 -0.0157858 -7.76422e-05 0.00356006 -0.00144297 0.000847741 -0.00121898 -0.01118 0.00290716 0.00579119 -0.0104062 -0.00263093 0.00466105 -0.0208432 0.0227071 0.0154835 -0.00309113 -0.0135722 0.0210634 0.00169361 -0.000208757 0.0226323 -0.0139383 0.0293893 0.0224066 -0.0132018 0.0246369 0.0234315 0.035924 -0.00155608 internal_weight=5985.85 1094.3 4891.55 3684.08 538.149 3227.27 2927.8 1207.47 2020.08 1725.09 907.725 641.009 432.972 566.464 456.803 257.239 544.834 358.025 299.474 110.425 146.46 180.124 294.983 346.378 227.303 87.834 273.243 179.677 89.7635 47.4686 internal_count=120000 53966 66034 39889 27342 29275 26973 26145 18885 15197 8088 9217 6093 16928 10614 3271 4490 6805 2302 1621 1946 20537 3688 8993 5949 1548 1999 20527 18773 627 is_linear=0 shrinkage=0.05 Tree=279 num_leaves=31 num_cat=0 split_feature=500 486 276 499 437 404 345 289 440 391 516 504 506 507 438 49 518 338 209 510 284 275 266 375 141 465 156 445 355 254 split_gain=19.1709 34.3008 28.5991 25.361 24.1288 24.0048 16.5695 23.3002 17.0291 16.5214 20.1388 15.8593 15.822 17.4854 17.451 15.6286 15.088 14.5464 14.4827 14.1266 13.3467 13.1801 13.3049 14.848 13.166 17.2495 12.8942 19.621 12.8443 11.9219 threshold=1.0597454309463503 0.27887609601020819 -0.2414276525378227 0.26323355734348303 2.8345719575881962 -0.34710380434989924 -0.017330266535282132 0.043332753702998168 -0.53116440773010243 0.57091787457466137 0.050251483917236335 -0.63742512464523304 0.84364050626754772 0.16714438050985339 0.31493611633777624 0.37915208935737615 0.22164187580347064 1.0311943888664248 -0.31905417144298548 0.66009423136711132 -0.36412799358367914 1.2840411067008974 0.01682456769049168 -0.14537639915943143 0.022491154260933403 -0.69587415456771839 -0.17602626234292981 -0.68719148635864247 0.020579844713211063 -0.38770481944084162 decision_type=2 2 2 2 2 2 2 2 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 5 -1 6 -2 7 8 19 10 16 -11 13 14 -7 24 -8 -10 -13 -5 -15 22 -4 -24 29 -26 -27 -28 -12 -3 right_child=1 15 21 4 -6 12 9 -9 17 11 28 18 -14 20 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31 leaf_value=-0.0293286831041157 -0.013943771401970742 0.0090235967987440085 -0.0004604639017238387 0.0025050498909275601 0.020236596323700427 0.0039958365872713305 0.004283589915683156 -0.0062275268283488458 -0.0003657185277733301 0.025952610654278022 0.0083415732796986233 -0.0038821188839210834 -0.034392810162667264 0.014707408877418516 -0.015021322442300892 -0.013560922437661983 0.010998493995275216 -0.012800864465018448 0.0097035376735299331 0.012570118948783605 -0.011311316991747707 -0.022757101334658147 0.0022500922222761901 0.028379047790604763 0.032231796842602037 0.016496544741348988 -0.029865666588479264 0.007281000137520444 -0.0051076357641437085 -0.0033324868611792555 leaf_weight=65.978921873844229 1063.5986155942082 323.1258938012179 378.85612408258021 2316.6517692031339 173.6257612798363 213.83410658990033 2974.1176474383101 1310.7802604179597 2758.7953065601178 52.449554639402777 234.17278527119197 1384.6309773332905 37.041395509266295 220.51261875394266 275.60105366981588 117.90024092537351 1166.6423479218502 257.10387964942493 228.30309923470486 410.83420562907122 63.169437724049203 45.233955890173092 111.93237592244986 106.49583669612184 86.443234031787142 199.17809211590793 46.572525375639088 148.85201796365436 731.07164999039378 492.20869739260525 leaf_count=19412 6188 1702 2582 10562 2434 1283 13188 7890 15930 1471 1470 6611 2088 1096 1913 596 6707 1984 1215 2041 327 348 885 693 300 1116 293 856 4821 1998 internal_value=0.00070716 -0.0023794 -0.00588184 0.00157008 0.00171627 -0.00900385 0.00148318 -0.000212054 0.00116004 0.00324992 0.00466057 -0.00107211 -0.0025115 -0.000973296 -0.0067034 0.00384855 0.00617691 -0.00142786 -0.00195555 0.00402336 0.00889408 0.00321498 0.00519377 0.0150194 0.00543665 0.0119973 0.00754495 -0.00155677 -0.00183909 0.00155874 internal_weight=17995.7 3930.56 2516.28 14065.2 13999.2 1873.76 13825.6 7054.17 5743.39 6771.39 5106 1665.38 810.159 773.117 489.435 1414.28 4140.76 3015.9 1612.93 2727.49 283.682 642.518 597.284 218.428 1296.38 481.046 394.603 195.425 965.244 815.335 internal_count=120000 24264 17403 95736 76324 12895 73890 38407 30517 35483 26186 9297 6707 4619 3196 6861 19895 17914 7826 12603 1423 4508 4160 1578 6265 2565 2265 1149 6291 3700 is_linear=0 shrinkage=0.05 Tree=280 num_leaves=31 num_cat=0 split_feature=510 507 504 327 372 503 491 501 522 263 513 502 501 424 286 146 391 353 261 424 484 452 503 516 517 501 497 332 390 508 split_gain=21.5753 21.9202 19.8977 19.6746 18.0066 17.8161 36.189 43.7108 33.321 27.6933 16.6125 15.6853 15.8923 15.6158 15.2405 17.1273 17.8883 15.2291 16.7356 14.6139 18.8038 14.8703 14.1779 13.759 13.7509 13.6707 13.9627 13.4689 12.9448 12.9337 threshold=0.98612558841705333 0.13613725453615191 -0.7078537344932555 -0.21645740419626233 1.3393365740776064 0.3273169100284577 -0.58362156152725209 0.24910888820886615 0.36022190749645239 0.066789913922548308 1.2668434977531435 0.37094087898731237 0.33536824584007269 -0.12441799044609068 -1.3863539695739744 -0.55868351459503163 1.1235757470130923 1.4387984275817873 1.2339822649955752 0.46921350061893469 -0.93752920627593983 0.43701134622097021 1.0569537878036501 0.21624653786420825 0.47816623747348791 0.48275098204612737 -0.90312412381172169 2.1310143470764165 2.1640425920486455 -0.23417954146862027 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 6 7 -4 -9 13 19 23 -13 28 -3 22 25 18 -11 20 -2 24 -16 -8 27 26 -17 -22 -7 -15 right_child=10 14 5 4 -6 9 11 8 -10 17 -12 12 -14 29 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.026635238171792419 0.0046678560404258742 -0.017675026719222515 -0.0049162354851645688 0.0052263386304609895 0.13073061768218261 -0.0027066994937908172 -0.0042916594282641019 0.016124036260033215 -0.0054605980617778143 0.0090321920153842074 -0.032984416343764637 -0.0064733250943642606 0.0085095560461451846 0.010761656166419994 0.0035511598837616337 0.013829141613401813 0.010017705333725547 -0.0026304061889686307 0.022790116749718169 0.0053115471172020612 -0.0031430112217467367 -0.026253957289108718 -0.028746317147340595 -0.055510342001851759 -0.016137735460016314 -0.0014213208391246138 -0.010419328254276463 -0.064567038122568171 0.013909875796622194 -0.00070259381680926611 leaf_weight=107.92234450322576 339.75189532199875 149.94225309416652 572.10639184480533 29.223372693872079 3.0827256301417938 1510.736011877656 2436.1078488565981 931.71361856721342 220.80919426865876 1337.0296330275014 49.892401590943336 265.18142318166792 530.28241580724716 647.50611009867862 1462.1099791936576 62.54394332645461 210.05850835959427 222.25152790430002 265.67631515627727 360.9995470114518 879.91977642464917 108.61041036085226 34.660294717061333 13.101362556219099 301.73560347768944 1179.1149671827443 1085.3000560898799 8.9267835002392513 126.90403780993074 395.45096707576886 leaf_count=22028 3106 1140 3068 650 44 7006 12383 4217 1462 7573 2723 932 2564 3419 8141 340 1332 1660 1114 2537 4285 2289 1358 102 7170 6279 8453 35 443 2147 internal_value=0.000284101 0.000995441 0.00231023 -0.0163749 0.017723 0.00258747 0.000521809 0.00637503 0.0119842 0.00486456 -0.00450178 -0.00258789 0.00350829 0.0016278 -0.002025 -0.0014416 -0.00394486 0.00961581 0.0113172 -0.00378711 -0.00579447 -0.00853446 0.00279805 -0.00456994 -0.00691174 -0.00520781 -0.00909263 -0.00377272 -0.00141522 0.00641039 internal_weight=15848.7 13798.8 9615.09 140.228 32.3061 9474.86 4969.3 1724.63 1152.52 4505.55 2049.84 3244.67 795.464 2680.6 4183.73 4033.79 2537.02 1824.96 1602.71 1999.94 1638.94 1299.19 1496.77 2449.21 1190.58 2326.96 1147.84 888.847 1637.64 1042.96 internal_count=120000 97855 70812 22722 694 48090 24728 8747 5679 23362 22145 15981 3496 13015 27043 25903 16404 10347 8687 19422 16885 13779 9499 12485 11490 15072 8793 4320 7449 5566 is_linear=0 shrinkage=0.05 Tree=281 num_leaves=31 num_cat=0 split_feature=499 499 501 418 433 386 517 436 433 495 507 475 512 352 398 424 509 452 285 323 327 464 484 438 466 439 466 428 391 514 split_gain=90.5846 122.213 67.2814 58.5639 54.671 53.8401 35.9603 32.2592 31.4251 26.9142 29.5511 26.2176 24.0994 22.8785 21.2679 18.3885 24.4615 17.5486 17.2294 17.1505 20.4349 17.0079 16.2216 15.2745 14.3372 14.4448 14.1852 13.9135 13.3968 13.1797 threshold=0.44043914973735815 0.39744201302528387 0.48275098204612737 0.65707689523696911 -0.50543963909149159 -0.32605010271072382 0.47816623747348791 -0.53255245089530934 -0.50954437255859364 -0.53936842083930958 -0.39582490921020502 -0.15744177252054212 0.66584426164627086 -0.29157537221908564 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2892 114 2445 138 5143 625 872 715 227 2897 1629 95 internal_value=-0.00290704 -0.0163395 -6.21079e-05 0.00435837 -0.00057425 -0.00783855 -0.00237754 0.00258486 0.0138705 0.00500251 0.0114246 0.00968338 0.0175177 0.00617122 -0.0165863 -0.0229802 0.0999456 -0.0244045 0.0120213 -0.00247989 0.00446235 0.00103005 -0.0125044 -0.00465391 0.0125501 0.00586122 0.00856627 -0.00646436 0.0234676 -0.0276702 internal_weight=5928.12 1035.71 4892.41 3118.89 2053.56 1773.51 1273.87 943.929 1065.33 1399.16 753.263 314.04 546.473 591.488 329.937 263.23 2.89561 260.334 462.334 645.902 373.759 201.875 654.4 206.79 416.47 274.795 66.7075 481.596 473.838 721.675 internal_count=120000 53856 66144 34657 24575 31487 19215 8098 10082 17207 12158 22707 8962 4828 11117 10469 105 10364 4582 5049 2559 1690 7368 3196 3124 2252 648 3516 5254 31149 is_linear=0 shrinkage=0.05 Tree=282 num_leaves=31 num_cat=0 split_feature=316 451 447 500 486 438 505 156 305 403 440 327 503 448 377 506 448 497 56 148 8 500 132 512 420 332 391 386 362 467 split_gain=18.6317 23.0181 20.3384 19.8241 28.7355 21.5052 20.3251 18.9002 18.2619 17.3139 16.5886 18.615 15.0292 15.7764 14.555 13.7561 13.6949 13.5176 14.5877 13.7185 13.3922 12.6604 17.9406 14.2728 12.0063 12.628 11.9572 14.7863 15.2894 14.4153 threshold=-0.64266839623451222 -0.2447850704193115 -0.49642804265022272 0.72237464785575878 0.27887609601020819 0.32757076621055609 -1.1412518024444578 -0.338328868150711 0.13718590885400775 0.70791760087013256 -0.358656495809555 -1.1167660951614378 0.63181069493293773 -0.051151352003216737 -0.032835109159350388 0.80330687761306774 -0.60568705201148976 -0.65480732917785633 -0.70997616648674 3.0063403844833378 1.0240098834037783 1.2357134222984316 -0.18942218273878095 -0.33664789795875544 -0.38096441328525538 0.14600627124309543 0.20703170448541644 -0.72685328125953663 -0.17434912174940106 -0.31908577680587763 decision_type=2 2 2 2 2 2 2 2 2 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 15 6 5 8 -4 14 9 -5 -1 -12 -3 -14 -6 26 -7 24 20 -20 -19 23 -23 -9 -8 -26 27 28 -2 -29 right_child=2 12 3 4 7 16 17 21 -10 -11 11 -13 13 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31 leaf_value=0.002427848064453916 -0.0052390579763976789 0.0046942493434941274 -0.029148202005582838 -0.0026474092256146076 0.015353845761196167 0.0029248623107309283 -0.0035682592575272004 -0.044168069099981541 -0.011347147650853344 0.019073958653460982 0.021200796918238049 -0.0083747016636065309 0.0098278330226804489 0.03309494832390289 -0.0099487877727018961 -0.0062978893433923658 -0.017551037259449689 0.0070137789507653163 -0.0029219818366083426 0.039774703751657786 -0.0034722240704001318 -0.0083108717044744797 0.012567747411192699 -0.0067895168046806734 0.010949419602701148 0.041947403776679881 -0.0017046033451450196 0.0099488689544276754 0.0054753840150298938 0.0019126781670085161 leaf_weight=1758.0123731504427 678.82982603018172 2397.5385598596185 57.346967675024644 798.8142612100346 309.87030410394073 92.692181172082201 77.299181242473423 27.584099956438877 611.03817079798318 103.5374821430305 57.127220091409981 743.23495785624254 344.77212684997357 92.772868891246617 69.272940276423469 452.649376616464 660.01567390351556 1031.386434189626 2144.7684622429078 18.86567967152223 431.22903878241777 187.62823324173223 227.23333578102756 342.50202373322099 108.10758523270488 47.611801493912935 1115.6395674871746 1353.5845976492856 653.29178030416369 952.49713173508644 leaf_count=9446 2967 11600 18868 5372 1775 386 521 304 4785 1286 1039 4890 2287 921 384 2809 6707 5199 13104 141 2211 706 953 1736 768 208 5171 6081 2717 4658 internal_value=0.000692097 0.00314997 -0.000363535 -0.00205809 -0.00483346 -0.00811371 0.000371376 0.00154793 -0.00467327 -0.000147682 -0.000286701 -0.00625507 0.00625289 0.014779 0.0107162 0.00202666 -0.0150228 0.000812063 6.04008e-05 -0.00254556 0.0039187 -0.00287495 0.00311326 -0.00960019 0.012483 0.0204801 0.00282047 0.00420945 1.17234e-05 0.00663202 internal_weight=17946.8 5393.46 12553.3 7346.8 3430.19 2266.1 3916.62 1164.09 1513.39 902.352 2558.37 800.362 2835.08 437.545 379.143 5206.49 752.708 3859.27 3626.25 2163.63 1462.62 784.948 414.862 370.086 233.019 155.719 4753.84 3638.2 1332.12 2306.08 internal_count=120000 30183 89817 65414 24394 18536 41020 5858 11443 6658 15375 5929 14808 3208 2159 24403 7093 22152 20655 13245 7410 3699 1659 2040 1497 976 21594 16423 5684 10739 is_linear=0 shrinkage=0.05 Tree=283 num_leaves=31 num_cat=0 split_feature=46 264 350 203 264 450 32 260 209 347 508 316 316 515 511 443 199 37 400 106 414 296 391 512 497 336 292 421 501 496 split_gain=20.2745 20.2484 28.227 24.3387 24.2727 21.7575 21.345 21.2268 19.1739 18.7732 18.3774 15.9776 15.7222 15.3933 14.1279 13.9474 15.5857 13.9403 13.5294 12.5618 12.5082 12.3693 12.2164 12.0983 12.0491 11.9597 11.7433 14.7433 12.0893 11.6362 threshold=0.22105360031127932 -0.07339147105813025 0.71418818831443798 0.0057851418387144813 1.2804139852523806 -0.96407535672187794 0.43362401425838476 0.27926246821880346 -0.27695326507091517 -0.084789499640464769 -0.2108124569058418 0.33798523247241979 -0.48541989922523493 0.47799582779407507 1.0153235197067263 0.11425102129578592 -0.34189426898956293 -0.43009185791015619 0.78082796931266796 0.3553083091974259 0.095348302274942412 -0.48148679733276362 -0.11460174992680548 0.98696553707122814 -0.51363876461982716 0.86720293760299694 0.49989952147006994 0.71015709638595592 0.21636792272329333 -0.40688899159431452 decision_type=2 2 2 2 2 2 2 2 2 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 6 9 15 14 10 -2 12 13 -12 -3 -7 26 -5 19 20 -16 -17 22 29 -8 -4 -23 -9 28 -28 -1 -19 right_child=8 2 23 5 -6 7 17 25 -10 -11 11 -13 -14 -15 18 16 -18 21 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0053051796088720111 -0.0023890829060825374 0.0059030928750938138 0.0033823841069789704 0.00078952730353651574 -0.026740201196620784 -2.5003776369818678e-05 -0.0069839437277169182 0.0041620302779393926 -0.016563094128096739 -0.01959848805741482 -0.0067635641409531239 0.0014623816982033543 -0.0080329049306047309 0.015095107064099373 -0.0030718410234834258 0.0014481881441002981 0.024020431072398256 0.029680143335509709 -0.032052531357544531 0.027178386843452852 0.01309557892098105 -0.016063840042222246 0.0093801764597616459 -0.027765627407698952 0.012185438066415142 0.021912717009460889 -0.022717219460959781 0.015454008822925237 0.0056990164501348022 0.012602845814339601 leaf_weight=281.69647023256402 1122.7788920104504 328.95042627491057 1039.7007247738075 495.71944835595787 161.40943930519279 2998.2677134390688 263.12504928535782 337.89513017807622 303.33368329505902 202.49691507907119 2253.4712941522012 798.52586379740387 524.75607917795423 178.20196824055165 385.59313222044148 272.17208247072995 188.17556454986334 186.76443999644835 44.963092059828341 57.483556529507041 308.39705036010128 49.305189306265675 201.13551639346406 32.012285015545785 158.70510870811995 132.44678323774133 85.882427207543515 35.601377150509506 2157.2167630158365 217.80139999045059 leaf_count=2913 9191 2619 7155 2547 4350 16285 1344 2927 7082 10867 15276 4250 5420 1046 3135 1190 892 853 281 300 2462 610 1030 136 1080 832 832 225 11217 1653 internal_value=0.000277299 0.000841628 -0.0034693 0.00165847 -0.00867864 -3.08984e-05 0.00463679 -0.00106458 -0.00540835 -0.00591146 -0.00183875 -0.00460971 -0.00265716 0.000822119 0.00225803 0.00679549 0.0125341 0.00976879 -0.00611665 0.00595692 0.00529173 0.0154059 9.53477e-05 0.00244482 0.00546092 0.00917479 0.00366845 -0.0114863 0.00442581 0.0205042 internal_weight=15804 14377.9 2289.33 12088.5 1217.61 7712.36 4376.19 6698.81 1426.11 1056.2 6228.47 3052 853.707 3176.47 2990.95 1013.55 517.831 1385.23 430.556 329.656 772.658 612.576 464.261 1071.71 208.01 470.342 2560.4 121.484 2438.91 404.566 internal_count=120000 103727 30547 73180 23256 45545 27635 40616 16273 18906 36857 19526 8039 17331 18603 4929 2382 9032 3416 1490 4836 4196 2374 7291 1690 3759 15187 1057 14130 2506 is_linear=0 shrinkage=0.05 Tree=284 num_leaves=31 num_cat=0 split_feature=500 497 516 438 458 515 392 415 516 515 516 398 513 412 466 386 507 510 503 516 439 516 504 386 362 409 328 293 435 412 split_gain=82.2311 87.6483 71.1319 59.2267 56.64 47.888 46.7649 36.2532 34.6645 34.9123 37.7093 31.3691 23.6376 28.7745 23.2297 26.4779 20.5265 19.309 19.625 18.511 18.3994 17.7109 15.148 14.1578 13.4167 13.3819 13.0677 12.9484 13.7646 12.8578 threshold=-0.16484922170639035 0.035928979516029365 -0.072661269456148134 0.7337227761745454 -0.46452459692955012 0.18963803350925448 -0.53214743733406056 -0.40240204334259028 0.38376969099044805 0.60502028465271007 0.095541097223758711 0.0542239397764206 0.59070834517478954 -0.41956782341003412 -0.48184001445770258 0.76527017354965221 0.16714438050985339 1.3894357681274416 0.21714412420988086 -0.021773086860775944 -0.16935710608959195 -0.27639564871788019 0.083007376641035094 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0.00447729 0.000375221 0.00623964 -0.00089369 0.00047571 0.00673225 0.00477989 0.0096632 -0.00132735 -0.0164985 -0.0180256 -0.0124252 0.0168301 -0.0117145 0.0202986 -0.0105825 0.0159464 -0.0154158 -0.0144126 0.0219519 0.0370409 -0.00514974 internal_weight=5871.57 1083.87 4787.7 2742.61 541.072 2045.1 1969.73 772.88 1843.66 1358.36 885.146 831.598 594.585 426.89 619.641 494.206 575.257 1138.13 1078.95 362.155 266.05 576.817 309.888 473.217 485.298 167.696 125.435 178.917 79.2906 340.09 internal_count=120000 54726 65274 41570 27595 23704 34434 7136 19161 10993 6881 11607 5346 3919 6755 5369 4793 22827 22142 6977 2497 8271 2088 4112 8168 1427 1386 20618 18411 2746 is_linear=0 shrinkage=0.05 Tree=285 num_leaves=31 num_cat=0 split_feature=18 511 206 209 146 104 490 515 445 500 150 361 281 272 452 479 404 500 512 399 307 337 241 501 499 260 91 49 212 510 split_gain=18.1906 20.6036 16.3705 20.8698 23.3012 23.3203 21.7756 15.2 20.8687 16.2471 14.8947 14.7276 25.8548 20.9823 16.3339 15.9591 18.0807 14.6989 16.7485 13.7607 13.5271 12.9716 15.2223 14.3395 12.7361 12.8773 12.6835 11.9782 11.4611 11.3135 threshold=-0.4870146363973617 1.3795545101165774 0.28172250092029577 -0.16860388964414594 -0.56839975714683522 -0.14183330535888669 -0.39620988070964808 -0.42911775410175318 -0.71761679649353016 0.44473001360893255 -0.36881294846534723 0.25139239430427557 0.11328285932540895 1.4336327910423281 1.4156349301338198 -0.38373631238937372 1.7343854308128359 -0.060976233333349221 -0.45495271682739252 -0.51611584424972523 -0.64800769090652455 -0.023434535600244995 -0.28395885229110712 0.52286377549171459 0.43830354511737829 -0.29502168297767634 -0.21492104232311246 -0.12968513369560239 0.34284631907939916 -0.25980372726917261 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 7 27 28 -7 21 9 -9 -4 12 13 14 15 19 -17 18 -13 -1 -3 23 -23 -2 25 29 -10 -5 -6 -20 right_child=1 20 10 4 5 6 -8 8 26 -11 -12 17 -14 -15 -16 16 -18 -19 24 -21 -22 22 -24 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155.49722376605496 111.47590351046529 2753.3415698523168 207.66028709476814 965.38329073751811 64.034583494067192 1845.5836913544917 155.36231965199113 49.788823515409604 166.26013189158402 158.56914697354659 537.09060272853822 67.835647515952587 1914.0005561305443 109.08089404006023 146.97506437450647 516.91492152772844 leaf_count=6497 5076 147 5383 427 4866 3222 11181 3365 3683 3972 12196 84 4432 960 769 14980 2137 4770 303 8860 2720 368 849 1205 2730 384 10000 1156 780 2498 internal_value=0.00067098 -0.000899017 -0.000555351 0.000708849 0.00553417 0.00748113 0.0165117 -0.000927946 0.000401373 -0.00403899 -0.00419114 0.00228833 0.00345135 0.00279227 0.00324634 0.00289923 0.000261887 -0.00129915 0.00240876 0.0053763 -0.0174259 -0.00672165 0.00397841 -0.0100099 0.00288521 0.00760136 0.00333211 -0.0123515 0.00319616 0.0100135 internal_weight=17906.6 9084.78 8900.11 6602.92 1673.17 1509.22 485.202 4929.74 4009.12 1593.32 2297.2 8821.83 6663.12 6378.43 6222.94 6111.46 2961 2158.71 1193.33 3150.46 184.667 920.629 216.049 704.58 1185.88 648.785 2415.79 163.951 1024.02 580.95 internal_count=120000 70596 67729 50150 21632 20049 14403 28518 21020 7337 17579 49404 38635 34203 33243 32474 17117 10769 5999 15357 2867 7498 1217 6281 5915 3185 13683 1583 5646 2801 is_linear=0 shrinkage=0.05 Tree=286 num_leaves=31 num_cat=0 split_feature=516 505 452 393 473 302 98 495 153 426 18 444 516 246 352 0 411 511 36 5 386 522 499 376 397 329 429 497 466 372 split_gain=20.4253 19.8435 19.8538 21.5323 21.2485 20.2934 19.965 19.1753 16.453 18.7928 16.4027 16.2894 15.1008 14.3634 14.1733 14.7651 14.1583 14.0861 13.9111 13.8852 13.3905 12.9693 12.5609 14.7936 12.0658 11.1052 9.74268 10.5927 14.3624 11.539 threshold=1.9316938519477846 -0.73250573873519886 0.95673474669456493 -0.23016583174467084 0.58644458651542675 1.6736603975296023 -0.27462552487850184 -0.88694781064987172 -0.3378451913595199 0.50682151317596447 -0.23574260622262952 1.1154189705848696 -0.18873067945241925 2.6795139312744145 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1928 574 72 644 3138 217 4448 1779 5901 670 4 256 internal_value=0.000275203 0.000378586 0.000763364 0.00147405 -9.11058e-06 -0.00100896 -0.00388847 -0.000837223 0.0042589 0.000378353 0.000882086 -0.00914357 0.00660162 0.00206347 0.0084302 0.0122492 -0.00782855 -0.0133844 0.00624478 -0.0108758 -0.0187902 0.00955322 -0.0043271 -0.00984541 0.00266064 0.00282788 -0.0046492 -7.3667e-05 -0.0057778 0.0118165 internal_weight=15771.6 15720.1 15016.8 13027.6 8499.34 7328.55 1989.16 7297.81 4528.3 1705.5 1042.19 946.969 2822.79 1113.16 425.925 362.595 703.338 667.719 1170.78 304.431 429.759 1709.64 616.268 385.918 818.454 1401.07 586.474 390.699 264.352 126.347 internal_count=120000 113476 89583 76652 52718 45533 12931 45334 23934 9561 6897 6034 14373 6518 2328 1922 23893 4564 7185 1341 3667 7855 4569 3355 5257 8220 13976 8075 7149 926 is_linear=0 shrinkage=0.05 Tree=287 num_leaves=31 num_cat=0 split_feature=499 499 284 498 516 513 516 466 490 515 445 281 438 392 477 505 496 510 516 386 515 450 343 428 395 468 334 511 508 516 split_gain=87.5582 111.682 62.5266 51.0685 50.0062 53.2794 47.3617 35.3971 34.0502 34.1196 30.7801 29.3824 25.2659 22.4509 22.3355 21.3919 20.7977 18.926 18.195 17.4793 17.2659 16.1658 14.3505 14.1839 13.4934 12.8361 12.7698 11.8913 11.9782 11.0731 threshold=0.44043914973735815 0.40520316362380987 -0.76438233256340016 0.771183341741562 -0.28719946742057795 0.54391905665397655 0.23158142715692523 -0.56713777780532826 -0.43622840940952295 -0.30739897489547724 -0.55851823091506947 -0.42339314520359034 1.7772035002708437 -0.82263973355293263 -0.62054952979087818 -0.84064537286758412 -0.10961867496371268 -0.67822653055191029 0.12433848530054094 -0.090992689132690416 -0.18090274184942243 -0.26188407838344568 -0.79406419396400441 -0.95361164212226857 1.9066787958145144 0.20270159095525744 1.3034823536872866 1.3795545101165774 1.0287462472915652 -0.48327004909515375 decision_type=2 2 2 2 2 2 2 2 2 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 12 4 8 10 7 -7 15 14 17 24 18 -11 -10 -4 21 -6 23 -8 -12 -5 -17 -2 -1 -18 -14 28 -3 -27 right_child=2 27 3 16 5 6 19 -9 9 13 20 -13 26 -15 -16 22 25 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.017629008991824676 -0.0039118393894890862 -0.030640703170363728 0.017860121799599341 -0.01327963724331793 -0.026938761773028126 -0.013864974166244704 0.019793962110009045 0.0042743981386343805 -0.0062447748461751376 0.014153179396447231 0.034344767202197493 0.018762638388902898 -0.0056731198041050888 -0.02022431255964538 0.022470772049621165 -0.001168706920986018 -0.030275813045554562 0.027906910337655529 -0.0027520777176880339 -0.0077266267419014243 0.002687256055155302 0.020138446661845638 -0.026900241052147739 -0.022650031566549825 0.032650344693846575 0.21474798915288701 0.022792979476218118 0.0042180895891796976 0.016791285930490788 0.014472575927653684 leaf_weight=112.83665711572394 127.63461980130523 620.12061204668134 38.716499193571508 115.35158965783194 16.070415200665593 426.35741688450798 427.02233537402935 727.52655248297378 98.285300931194797 63.770026113372296 50.035072281723842 207.91344579984434 85.239025176502764 183.82670223969035 215.69587618182413 69.474953546654433 168.79286986007355 501.28650406422094 246.01887012296356 66.369413998443633 309.40602567698807 52.559672466712072 253.06324745342135 497.13391586858779 14.979290947318075 0.68091390747576941 72.790377982426435 26.769031954929233 13.405488701071588 6.8520190087147048 leaf_count=1800 1359 29958 376 1536 142 3258 6193 5471 1356 513 2038 21408 890 1926 2307 1637 5925 4123 2073 792 3580 604 7730 11692 160 7 501 249 281 115 internal_value=-0.00281297 -0.0163078 -2.29945e-05 0.00294265 0.00477778 0.00841992 0.00311599 -0.00242435 -0.00517841 0.00251724 0.0183774 0.00715918 -0.0109553 -0.0113479 0.0134669 -0.0171527 -0.0154143 0.0261887 -0.0142951 0.016081 0.00711629 -0.00278357 -0.0213752 -0.0188312 -0.0116766 -0.0274056 0.00741323 -0.0282466 -0.0296267 0.0358071 internal_weight=5815.98 996.025 4819.96 3791.14 3446.91 2524.07 1647.28 1153.88 922.833 561.578 876.798 335.729 1028.82 247.597 313.981 361.255 344.237 517.357 870.787 493.392 359.441 167.911 322.538 624.769 127.816 176.326 158.029 660.295 633.526 7.53293 internal_count=120000 53856 66144 49629 41442 25597 15714 8729 15845 6102 9883 23368 16515 2439 3663 9743 8187 4265 15124 6985 5618 2140 9367 13051 1960 6047 1391 30488 30239 122 is_linear=0 shrinkage=0.05 Tree=288 num_leaves=31 num_cat=0 split_feature=516 513 413 343 385 503 501 506 508 445 507 516 516 323 337 395 501 424 295 503 499 175 481 399 467 444 500 331 514 337 split_gain=17.9149 17.7165 21.8514 21.0962 18.6341 23.3279 17.415 16.8782 21.1488 20.4292 18.4827 29.7113 16.0386 15.2219 15.1322 15.0024 14.9024 15.6452 15.2393 14.125 14.0825 13.8295 13.692 12.9126 12.8472 12.3229 11.931 10.7498 10.6985 10.8525 threshold=2.1909917593002324 0.69274204969406139 1.5823011398315432 1.3266081213951113 -0.87207764387130726 0.77057313919067394 0.70195019245147716 -0.20009316504001615 -0.22760261595249173 -0.79804566502571095 -0.18718619644641873 -0.28719946742057795 0.20301254838705066 -0.7373732030391692 0.12710437923669818 -1.1040448546409605 0.51979315280914318 1.6915503144264223 -1.3554341793060301 0.70752495527267467 0.41324219107627874 -0.61195331811904896 -0.089324172586202608 -0.40684407949447626 -0.28953984379768366 -1.0529071092605589 -0.76522850990295399 0.96865960955619823 0.73540532588958751 -0.054618826135992997 decision_type=2 2 2 2 2 2 2 2 2 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 12 5 6 25 10 15 -10 11 -6 16 -14 24 -9 17 21 -18 -12 -20 -3 23 27 -7 -1 -4 -5 29 -15 right_child=-2 3 26 22 7 14 -8 8 9 -11 19 -13 13 28 -16 -17 18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0011085321961718684 -0.030568798073590076 0.013482796688296354 -0.014832076936338768 -0.017293435133242455 0.0025896710680226986 0.0030590725159535923 0.0095689976433238639 0.018577784515073092 -0.0073923794023278838 0.0029491413270128146 0.0063991795226300309 -0.0079086389313650779 0.0077546727534570552 -0.004835334909531348 -0.022236825883304435 -0.010119913211952882 -0.017709273956659295 -0.022310905968540878 -0.019051821266924902 0.027694298972738809 0.002857258656742738 0.0043571881736682956 -0.034744232718545535 0.023250917650628727 0.025928948466950243 -0.0086150116325035327 0.020321426079682355 0.01177236477555567 -0.013280961775291958 0.012719422526332659 leaf_weight=783.39721754007041 45.716805088915862 673.43989787995815 27.560631027794443 40.040485883131623 4062.686472350033 128.52449663169682 183.34654556773603 47.794093051925302 651.25213874923065 1789.4101105047157 999.53132704272866 807.76023582508788 271.29489722801372 543.5652476802934 32.307456875219941 888.84780538966879 106.31225691363215 43.903254354372621 76.843166006263345 84.574101538397372 1551.4814195809886 1089.1024964493699 13.966925968416033 231.97222117427737 118.53419503872283 1822.4242707397789 182.96124594123103 151.73730668146163 310.81897024903446 104.86140406341292 leaf_count=2982 6058 2834 3874 166 35536 519 908 190 3149 12156 4647 4560 1319 3007 139 5209 715 176 639 499 8321 4554 60 1089 706 8084 4295 599 2463 547 internal_value=0.000653993 0.000734545 -0.000278354 0.00318752 -0.000549988 -0.00393019 -0.00531114 0.000560995 -0.00226175 0.000187432 0.00216285 0.00084738 0.00222241 -0.00269248 0.00983623 -0.00864839 0.00393179 0.00711043 0.000618467 0.00806748 0.00181916 0.00784734 0.013694 0.0153102 0.0140579 -0.00636036 0.0156907 0.00567193 -0.00565287 -0.0019872 internal_weight=17866 17820.3 12610.9 5209.34 12400.4 3068.53 2789.17 9331.86 3377.3 2440.66 5954.55 4870.45 4771.62 1230.54 279.366 936.642 3541.08 1806.45 1734.64 1084.11 1628.32 1762.54 437.717 423.75 247.059 2605.82 210.522 191.778 959.246 648.427 internal_count=120000 113942 87453 26489 79284 13338 11974 65946 20704 15305 45242 40096 24575 7336 1364 5399 17239 7564 9675 5146 8960 7388 1914 1854 1225 11066 8169 765 6017 3554 is_linear=0 shrinkage=0.05 Tree=289 num_leaves=31 num_cat=0 split_feature=511 264 350 264 263 343 501 507 374 495 391 65 44 450 333 501 501 32 506 339 514 148 5 510 520 521 73 215 391 355 split_gain=19.9258 20.0868 26.1174 25.3945 24.8206 21.1228 21.3217 20.1852 21.804 18.7582 18.9168 18.5686 17.8001 16.5476 15.2531 14.3445 13.9219 13.2731 13.2317 13.1311 16.636 12.6275 12.5585 12.3205 12.2273 11.9177 11.8141 11.6405 11.2863 11.539 threshold=1.3356893062591555 -0.07339147105813025 0.71418818831443798 1.5399648547172549 0.0073755106423050174 1.7594664096832278 0.61282661557197582 -0.43048769235610956 -0.67770177125930775 -0.88694781064987172 1.2570885419845583 -0.53169414401054371 -0.40856130421161646 -0.93707594275474537 1.146717429161072 0.32643926143646246 0.43145342171192175 0.57695862650871288 -0.48789021372795099 -0.47822852432727808 0.38223391771316534 -0.5892636477947234 -0.27049565315246576 -0.36529496312141413 2.74779224395752 -0.19167345017194745 2.7027378082275395 1.0793499350547793 0.1864026486873627 0.88298106193542492 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 11 7 6 13 12 15 16 -11 14 -1 -6 -3 -9 -10 26 25 -4 -21 27 -19 -17 -15 -8 -14 -2 29 -7 right_child=21 2 19 -5 5 28 18 8 9 10 -12 -13 17 24 -16 23 -18 22 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0070038434079874676 -0.007090190363500188 -0.0060100355226554479 0.0047727926324111405 -0.028694232305769993 0.015138814839035964 -0.034289195611269453 0.0070324298064156901 -0.0050388437476267195 -0.0013748524858595379 -0.0062231073574320556 0.0065096184266702495 -0.013178269133712679 -0.0066032637728990987 0.0021008872375628232 0.010335775247174425 0.01187530723317025 0.013893145708197153 -0.0048652752479218077 0.012090754567200069 0.0021309663748971751 -0.023373072312183937 -0.021516831255306818 0.015262392914060931 0.0020113982129779475 -0.019124146281840684 -0.026168181294263883 0.03060189452669293 0.039706091702732212 7.0040413635412096e-05 -0.0011015570988269971 leaf_weight=1502.0469011490932 65.313305380055681 413.53011618833989 876.07530183857307 139.82672498002648 244.44730936223641 68.685472772223875 69.873868828173727 469.28473734285217 414.87804415822029 3362.915496590198 318.95266860118136 512.90751267271116 675.90254737704527 2369.2619013675721 217.77673961548135 452.14238910609856 232.69972347747535 132.15274011506699 1190.7959412364289 162.22360967029817 105.09037597721908 168.98292658641003 186.16457699867897 1061.1200227939989 69.719529312569648 43.812013416551054 21.892911788076162 16.56021286174655 129.12399198126514 42.820365576772019 leaf_count=7987 635 6717 6707 3983 1084 322 467 2598 2509 23089 2022 15057 4547 13555 1508 1775 1319 817 7935 922 572 4378 1172 6441 422 279 127 135 725 194 internal_value=0.000266269 0.000493064 -0.00368299 -0.00857744 0.00126974 0.00441978 0.00528873 -0.000238205 -0.00174868 -0.00373774 -0.00511859 -0.00611244 0.00354586 0.00273695 -0.000362693 0.00259244 0.00410511 -0.00156109 0.0105335 0.00180945 -0.00788185 -0.0137092 0.00689158 0.00496249 0.00149135 -0.00573016 -0.00542459 0.00235099 -0.0099565 -0.0216017 internal_weight=15737 15486.1 2427.43 1284.04 13058.7 4228.54 3987.91 8830.15 6311.99 4329.45 3681.87 1144.21 2518.16 2683.43 631.307 1982.55 647.578 1016.11 1304.48 1143.39 267.314 250.856 318.317 1513.26 2438.98 113.686 697.795 81.8735 240.63 111.506 internal_count=120000 114852 35466 27265 79386 24983 23742 54403 39753 28939 25111 23282 14650 15061 8225 10814 3828 6663 8681 8201 1494 5148 1989 8216 13977 746 4674 770 1241 516 is_linear=0 shrinkage=0.05 Tree=290 num_leaves=31 num_cat=0 split_feature=499 499 501 450 516 501 418 413 501 402 284 497 264 516 499 412 263 500 513 484 450 498 286 266 395 511 522 328 412 510 split_gain=84.051 106.973 61.1072 54.0381 47.5764 45.7015 43.7302 36.39 28.5356 28.4896 27.7646 25.637 25.3522 19.5073 17.8303 16.7537 15.9984 15.5202 14.8456 14.4035 14.3565 13.1791 12.9911 12.5085 12.7555 11.3928 11.5868 11.1215 11.0629 11.493 threshold=0.44043914973735815 0.40520316362380987 0.55760705471038829 -0.85935133695602406 -0.44856677949428553 -0.076082088053226457 0.57906919717788707 -0.59957760572433461 0.30321352183818823 -0.79229244589805592 -0.59500113129615773 0.3874379843473435 -0.46135585010051722 0.1047094687819481 0.19487819820642474 -1.0807131528854368 -0.11150694638490675 1.2357134222984316 -0.33840088546276087 -1.137656509876251 -1.04848176240921 -0.60920792818069447 0.92101934552192699 -0.67159107327461232 -0.15588362514972684 1.3795545101165774 2.066439270973206 -0.51238206028938282 -0.83666038513183583 1.2031304240226748 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 13 11 15 10 12 -8 -1 -7 -5 -4 17 -11 -6 27 28 -17 -15 -21 -9 -22 -16 -25 26 -3 -14 -2 -30 right_child=2 25 7 4 5 6 8 21 -10 14 -12 -13 16 19 23 18 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.027117185731603762 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113.29586540069431 50.645623974502087 123.04103548778221 38.631065852940083 66.133116124896333 330.24981431709602 37.566671062726527 45.004244971787557 82.736901007359847 26.695767884142697 6.2913705063983789 154.68937857239507 265.54865069850348 38.291923493146896 leaf_count=845 2596 30125 3840 4786 222 5014 2654 2978 5424 19845 9272 426 772 462 583 170 1325 554 5473 237 536 14112 292 882 1213 249 114 1634 3130 235 internal_value=-0.00275531 -0.0161354 -2.93223e-05 0.00315608 0.00620167 0.00800375 0.00633103 -0.0100428 0.0140853 0.00688276 0.000750191 -0.0165029 -0.00256443 -0.00905655 0.0131874 0.0334051 0.00654902 -0.0139861 0.0404095 0.00457887 0.0126975 -0.0205803 0.0224019 0.00238774 0.00963394 -0.0280444 -0.0294309 0.0137422 -0.0167579 -0.0109253 internal_weight=5763.17 975.036 4788.13 3632.25 2907.61 2694.06 2527.91 1155.89 1057.51 332.326 1470.4 213.546 676.428 724.641 280.518 166.146 358.212 532.494 139.063 192.147 142.331 479.458 103.7 162.259 127.741 642.71 616.014 244.916 481.849 303.841 internal_count=120000 53856 66144 41483 33441 28229 22364 24661 8078 23368 14286 5212 7571 8042 22523 5865 3731 6515 5643 1527 1065 17090 828 2678 2095 30488 30239 2406 5961 3365 is_linear=0 shrinkage=0.05 Tree=291 num_leaves=31 num_cat=0 split_feature=516 453 319 517 520 393 272 307 199 69 168 410 491 280 513 370 516 516 477 497 511 490 497 110 443 445 340 316 410 516 split_gain=17.0641 16.9019 25.5962 21.9386 23.0998 17.8332 17.4116 15.8853 15.8014 14.4548 14.0515 14.0252 15.4663 13.9952 13.9631 16.74 22.9369 13.9504 13.6673 17.6526 16.3017 13.3236 18.619 13.2869 13.2229 12.8364 12.5496 15.5693 13.9725 12.4571 threshold=2.1909917593002324 -0.49067367613315577 -0.071643657982349382 0.80880317091941845 -0.16396378725767133 -0.64326292276382435 0.74233049154281627 -0.64670109748840321 -0.45750972628593439 0.022732364013791088 -0.39181005954742426 -0.3037117719650268 -0.61777052283287037 -0.65518221259117115 0.52549153566360485 0.49708932638168341 0.035611258819699294 0.013112585525959732 -0.22293142229318616 -0.17527762055397031 0.77640908956527721 -0.13596699386835095 0.33763247728347784 0.41273167729377752 -0.091263629496097551 -0.69210875034332264 -0.01668483484536409 2.3041847944259648 0.54856622219085704 -0.20514579117298123 decision_type=2 2 2 2 2 2 2 2 2 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 8 7 -3 11 17 21 18 25 12 -6 -4 -7 16 -16 -5 19 -10 -20 26 24 -13 -23 -11 28 -28 -1 -17 right_child=-2 2 13 4 6 14 -8 -9 9 10 -12 23 -14 -15 15 29 -18 -19 20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0028264538421411858 -0.0304241873398505 0.0071391776987533547 0.0080163028807401157 0.0051014750115806915 0.0070775505079006817 -0.00036495349573762982 -0.020073925245751013 -0.02666925902152938 -0.010815557493108915 -0.011440655855484122 0.01859664915647256 -0.0036537929896326873 -0.0099738570401987289 -0.0048463072657750992 0.0072757162474664924 -0.0012156823328797941 -0.006592805614326163 -0.02753058743575942 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309 2381 1758 internal_value=0.000633574 0.000710911 0.00227079 -0.000812524 -0.00508 0.0036328 -0.00293379 -0.0170273 0.000616091 -0.00159677 0.00675897 -0.00160296 0.00338822 -0.00307653 0.00181528 0.00528347 0.00232028 -0.00497493 -0.00277589 -0.0058163 0.00071539 0.00326554 -0.00598701 -0.00555772 -0.0113995 0.000195011 0.00443957 0.00800789 0.00120465 0.0132263 internal_weight=17822 17778 8785.52 8992.46 2256.18 7002.8 1913.06 343.117 6736.28 3669.56 453.211 1775.6 784.393 1782.72 4613.16 1781.46 1297.98 152.794 3216.35 1719.92 1496.43 3066.72 344.786 991.207 283.522 291.885 2721.94 1293.47 1428.47 483.476 internal_count=120000 113942 72286 41656 12116 44988 9447 2669 29540 15959 1771 8689 3972 27298 29887 9967 7741 737 14188 7708 6480 13581 1462 4717 1194 1110 12119 5727 6392 2226 is_linear=0 shrinkage=0.05 Tree=292 num_leaves=31 num_cat=0 split_feature=509 240 508 503 515 497 499 203 506 397 512 237 350 499 506 514 33 395 162 496 400 292 400 398 450 100 508 506 491 430 split_gain=19.3349 19.8408 21.0563 34.2054 29.6038 28.0851 50.3112 23.2364 20.2876 16.7067 16.329 15.0896 14.7348 14.7332 14.5649 14.4547 14.1381 18.6587 15.6116 14.0976 13.7412 13.3671 12.607 12.2138 14.6171 14.5406 12.0565 11.9646 11.9623 12.9133 threshold=0.95660114288330089 -0.044782031327486031 -0.23650765419006345 0.3273169100284577 -0.035948112607002251 0.39866599440574652 0.40685525536537176 0.15234012156724933 -0.15841776132583615 -1.4182766675949094 1.135204613208771 -0.0037832390516996379 -0.38744314014911646 0.41186757385730749 0.25901018083095556 1.0000000180025095e-35 -0.024693242274224755 -0.73406693339347828 -0.17446114867925641 -0.58695876598358143 -0.62215852737426747 -0.33880691230297083 1.5595403313636782 -0.94770941138267506 -0.85935133695602406 1.2020145654678347 0.12781281024217608 0.80330687761306774 -1.0075959563255308 -0.30270200967788691 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 7 -7 14 16 -8 22 -3 -11 -9 19 -10 17 -5 -18 -4 -15 -6 23 24 25 -2 -16 28 -25 -30 right_child=10 11 5 8 21 6 9 13 15 12 -12 -13 -14 20 26 -17 18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 29 -31 leaf_value=-0.0020198370876297993 0.0019621907420945103 -0.0035732677198837513 0.01936540451413481 0.015821502640412936 0.014987522252076464 0.025446568085664912 -0.03776719754452329 -0.020052180625332098 0.0022895349995432023 -0.0022190422966978218 -0.042366508198007469 -0.022512658282019898 -0.013031924086142149 0.0044382336680423807 0.014272005031966746 0.021852759394468412 0.0023300336120926171 0.0043704824873990397 -0.021118588678798459 -0.00013150318375466317 -0.0033260028888852816 -0.0046956904462489993 -0.024615172950383443 0.010463235950350404 -0.019651243270855608 0.12363848420803379 0.0037455107967486185 -0.031876846457510544 -0.008564051398055994 0.00073843614980964502 leaf_weight=2710.6268951073289 72.297998510301113 459.58799458877183 99.948291983222589 530.06821023114026 418.39831118751317 112.17281908297446 49.951893702382222 106.89980362402275 127.75590226706117 563.27623169810977 27.288634249242023 136.6683488386916 718.69085436174646 791.81109616160393 550.68896970315836 368.58981767296791 548.82706844154745 1087.3729448297527 81.408075250219554 1258.6854839806911 2029.8095350947697 108.15013541001827 68.573408478754573 205.43025418138131 202.27747932204511 2.4462428498081854 540.82723585248459 31.655813975841738 554.59652619296685 1136.7501853520516 leaf_count=19069 616 11028 403 2508 2089 750 229 646 610 4481 381 8153 6229 4020 3282 2342 3057 6064 500 6382 10005 609 539 1852 3462 22 3582 3757 5559 7774 internal_value=0.000260317 0.000987737 0.00140327 0.00356893 8.60961e-05 -0.000494553 -0.00668592 0.0011669 0.00767573 -0.00939754 -0.00397303 -0.00792581 -0.00828536 -0.00183785 0.00476027 0.0168289 0.0056516 0.00812705 -0.000693785 0.00130043 -0.00114533 0.0109351 -0.00350826 -0.00284863 -0.0126663 0.00617111 0.00906171 -0.00143514 -0.000922805 -0.00230924 internal_weight=15701.5 13400.2 12804 5981.2 3237.18 6822.76 1444.09 5378.67 2744.02 1331.92 2301.32 596.256 1281.97 2928.52 2450.15 496.346 2247.68 1617.44 630.235 1358.63 2821.62 526.548 2274.03 2205.45 277.022 74.7442 1091.52 1928.43 1896.78 1691.35 internal_count=120000 96038 76857 36848 21767 40009 11689 28320 15081 10939 23962 19181 10710 14671 13649 2952 12129 8572 3557 6785 14025 2698 23581 23042 4100 638 6864 18942 15185 13333 is_linear=0 shrinkage=0.05 Tree=293 num_leaves=31 num_cat=0 split_feature=500 497 516 512 438 458 400 392 398 302 400 497 439 452 438 516 506 509 336 418 333 505 520 413 494 450 510 430 505 293 split_gain=73.9842 80.9661 63.929 54.1092 53.162 50.2066 39.8949 38.7327 32.0472 31.5894 30.7978 22.0014 21.2655 19.7412 18.1341 17.4238 16.351 16.1427 15.9873 16.9368 15.3444 16.2989 14.4952 14.1319 13.7226 13.7184 13.5377 13.184 12.8959 12.446 threshold=-0.16484922170639035 0.035928979516029365 -0.10961423069238661 0.57421383261680614 0.56746637821197521 -0.46452459692955012 -0.87012836337089527 -0.53214743733406056 -0.45206944644451136 -0.48862475156784052 -0.67856347560882557 -0.12061109393835066 0.10267202556133272 -0.40384958684444422 1.8284505605697634 -0.021773086860775944 0.55714058876037609 -0.055539781227707856 0.11445893719792367 -0.28363934159278864 0.04957567714154721 0.095634840428829207 0.19481742382049563 -0.8590678572654723 -0.32535563409328455 -0.086418341845273958 1.4414069056510928 -0.039024421945214265 -0.88868007063865651 0.11546085402369501 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 17 7 15 -6 11 10 14 16 28 13 -13 27 -1 22 -4 19 -12 21 23 -5 -10 -11 -20 -9 -8 -2 -7 right_child=2 -3 3 8 6 29 9 26 20 24 18 12 -14 -15 -16 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.021336900214994167 0.01535674718486316 -0.029086298501791022 0.0079026024636658868 0.0015505499186691234 -0.014918837724049439 0.0095751763653417806 0.0030911927726099213 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85.576705724000931 21.484453641809523 98.278951910324395 282.50433318153955 72.169284296687692 leaf_count=4973 298 27131 1742 1033 1982 2207 1294 20633 352 414 361 1256 2127 1617 444 2004 481 10241 982 3569 2981 1528 1153 666 2729 728 261 1196 5206 18411 internal_value=-0.00269368 -0.0148327 -2.46919e-05 0.0060675 -0.00562756 -0.00102198 0.00484052 -0.0108305 0.0016686 0.0110746 0.00616762 -0.00199657 0.0060682 0.0126627 9.5027e-05 -0.0118106 -0.00480021 0.0197901 0.0120683 0.0166828 -0.00881541 -6.49554e-05 -0.0099317 0.0137114 0.0227726 0.000844511 -0.0175626 -0.00617491 -0.0116596 0.0212304 internal_weight=5711.05 1028.94 4682.11 2242.67 2439.44 522.821 809.605 1629.83 1698.64 615.662 1188.94 705.254 384.157 292.487 317.857 352.291 415.609 544.037 773.334 547.675 509.695 253.256 328.079 115.955 297.805 225.659 924.579 248.929 321.098 170.53 internal_count=120000 54726 65274 25817 39457 27595 8059 31398 13834 6077 8307 10504 5000 2873 2934 6977 2667 11983 5640 3930 5527 2546 2186 1018 3143 1710 20894 2490 5504 20618 is_linear=0 shrinkage=0.05 Tree=294 num_leaves=31 num_cat=0 split_feature=514 453 393 498 497 386 503 498 412 505 486 514 512 516 407 501 497 269 504 512 14 506 308 438 394 404 12 501 516 267 split_gain=17.0587 16.8498 24.852 22.3332 22.8157 20.5264 25.0139 23.8083 17.5802 15.6252 15.6027 20.3818 19.6799 17.5938 16.8061 16.5732 14.8864 13.9589 13.1829 12.6063 12.5058 12.382 11.9247 12.3132 11.833 11.7616 12.4291 12.2096 11.3818 10.2778 threshold=1.6183338165283205 -0.49067367613315577 -0.64326292276382435 -1.0917803049087522 0.74531409144401561 -0.70253187417983998 0.27766436338424688 -0.14521797746419904 -0.28397688269615168 -1.2407486438751218 0.16136582195758822 -0.32410885393619532 0.070438712835311904 -0.37521824240684504 0.26076923310756689 0.31262405216693884 -0.018737546168267723 1.3810014724731448 -0.61967068910598744 -0.25456516444683069 0.53146722912788402 -0.66225013136863697 -0.67736124992370594 -0.41151988506317133 -0.35437378287315363 0.94510897994041454 -0.19339643418788907 0.67940661311149608 0.02797032613307238 -0.17799843102693555 decision_type=2 2 2 2 2 2 2 2 2 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 18 8 5 6 7 -5 22 -4 11 15 -13 14 -12 -11 -8 21 -3 -20 -19 -7 -1 24 -24 26 -21 -27 -15 -25 right_child=-2 2 9 4 -6 17 16 -9 -10 10 13 12 -14 28 -16 -17 -18 20 19 25 -22 -23 23 29 -26 27 -28 -29 -30 -31 leaf_value=0.0054635603046386339 -0.022609665438566472 0.023487012042848393 -0.029629137560323943 0.0015823469532123384 -0.018412763048447824 -0.016352129325369787 0.0069967997516101992 -0.01065450476847301 -0.012376498339315371 0.0010081309452055823 0.0031963499086955292 -0.010371229897519324 -0.0002261487334025252 0.012222073591530271 -0.018703867840750538 0.026694713442017948 -0.005511464869230139 -0.0004383310487060788 -0.030040006695184703 0.011198917040712714 -0.017675183338826252 0.0044340005802527265 0.014167868405926444 -0.019991117120760557 -0.010189322407665966 0.004624939159825976 0.003507191071456227 -0.011865385646424273 -0.00073438532288337645 0.0020065955148502899 leaf_weight=352.80058549717069 78.5984903620556 106.45468874182552 42.67281887261197 612.96290763886645 159.14578366361093 72.865947522688657 787.20228866988327 1127.1376152867451 673.19440221996047 134.13376894686371 309.32860574731603 547.19198409875389 3786.2817676491104 723.64456236618571 121.9778213603422 118.69062606897205 340.33881171839312 550.49681419006083 24.533513213857077 1093.4494476127438 130.1917728013359 3701.1584432516247 105.0389278200455 189.62798586045392 94.589615866774693 325.66881114477292 1015.5157249863259 171.07135823788121 220.39488208806142 73.15999099612236 leaf_count=1638 1009 3142 18843 2689 859 468 3302 4850 3506 687 1269 6782 21709 3372 493 2768 1811 2366 293 5910 560 18225 508 1216 375 1803 4782 1847 2543 375 internal_value=0.000615618 0.000719098 0.00228152 -0.000802901 0.000309293 0.000717131 -0.0025814 -0.00634127 -0.00639635 0.000480672 0.000697527 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11.5971 11.4695 11.0407 10.983 10.8939 10.8286 11.8363 10.619 10.3609 10.5313 11.7211 threshold=1.9316938519477846 0.90141031146049511 -0.022704260423779484 0.42072178423404699 -0.14808475226163861 -0.24795303493738172 -0.54656666517257679 0.75104379653930675 -0.39957986772060389 0.35330623388290411 -0.13794331997632978 -0.031592320650815957 -0.92457935214042652 1.0504177808761599 1.1568707227706911 -0.72825521230697621 -0.46870267391204828 -0.25918835401535029 0.14860101044178012 -0.60478168725967396 -0.59999099373817433 1.5146743059158327 0.31606994569301611 0.63995125889778148 0.056174607947468765 0.7579421103000642 0.77042385935783397 -0.23895120620727536 -0.13749388605356214 -0.36448991298675532 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 13 22 11 17 -11 14 -4 -13 24 18 20 -16 -3 23 -6 -18 25 -5 -20 28 29 -12 right_child=-2 10 8 16 9 7 -8 -9 -10 12 27 15 -14 -15 19 -17 21 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 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125.84269725508057 171.72759724827483 729.1394941736944 1039.7979642427526 241.57545733451843 43.457562002819031 140.77714376221411 17.282889961730689 159.56839471147396 556.79637330758851 161.51996566692833 69.03272154647857 12.634274290874599 634.28776900772937 615.51120386109687 83.385086587397382 leaf_count=7475 6524 130 4856 1482 15308 21172 5123 373 16106 630 1188 455 3815 5550 772 854 4331 4901 1229 352 2512 80 2770 2725 852 313 88 4330 3261 443 internal_value=0.000262515 0.00035816 -0.000518043 0.000275161 -0.000754812 0.00133836 0.00555529 -0.00122277 -0.00596711 -0.00385812 0.00361181 0.000377987 0.00252689 -0.00284115 -0.00742243 -0.011402 0.00530481 0.00242724 -0.00470394 0.00446573 -0.0164184 0.00794503 -0.00583388 0.00848256 -0.00125325 -0.0060602 0.00312116 0.00708549 0.00381147 0.0107572 internal_weight=15674.4 15626.7 12310.1 10745.2 8918.01 5324.85 2012.72 3312.13 1564.96 3593.16 3316.54 1718.37 848.507 1196.22 673.052 254.203 1827.14 1464.17 424.372 169.3 170.162 1303.22 2744.65 1285.94 523.925 362.405 254.21 1598.17 963.882 348.371 internal_count=120000 113476 94085 66449 56666 34143 12598 21545 27636 22523 19391 10169 4445 11530 5980 1309 9783 8860 3959 1124 2642 7136 18078 7056 2647 1795 1317 9222 4892 1631 is_linear=0 shrinkage=0.05 Tree=296 num_leaves=31 num_cat=0 split_feature=500 496 422 283 458 404 506 505 463 428 506 419 454 506 501 501 430 263 395 486 501 439 479 308 433 450 51 457 500 504 split_gain=70.3317 79.5832 57.6002 49.6805 47.2968 44.2733 43.2054 41.0916 38.1074 29.9625 28.8977 26.7729 28.8917 26.2113 22.7992 22.6673 20.7224 19.8497 19.4523 18.5761 16.6377 16.277 14.6816 14.4738 12.8458 12.5409 12.6947 12.1516 11.9163 11.865 threshold=-0.16484922170639035 -0.097200073301792131 -0.31811060011386866 -0.61875787377357472 -0.46452459692955012 -0.41469204425811762 -0.29939340054988856 -0.0046870883088558904 -0.16102939844131467 -0.73521521687507618 0.23175379633903506 -0.34567168354988093 -0.074402444064617143 0.80330687761306774 0.58377978205680858 0.35178299248218542 -0.38545693457126612 0.3759372085332871 0.58062946796417247 -0.036916220560669892 0.42808705568313604 0.29420481622219091 -0.50924879312515248 0.12801442295312884 -0.50954437255859364 -0.82819256186485279 -0.24501360207796094 -0.64929163455963124 1.2109310030937197 4.9123826026916513 decision_type=2 2 2 2 2 2 2 2 2 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 9 25 6 -2 22 14 17 19 12 20 23 18 -12 -14 28 -5 21 -10 -11 -8 -7 -9 -1 -27 -24 -4 -6 right_child=2 -3 3 8 29 13 7 24 11 10 15 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.024483994024712928 -0.015974671938080019 -0.02890395515529727 0.008410854510724694 -0.0020898649377077303 0.021822587286237368 -0.022704104685374576 -0.0033850547515588644 -0.015972147664398719 0.025582923471213492 -0.0011700954799808345 0.032404476273514081 0.027158559036874308 0.0058788263663239566 0.014781690575136132 -0.01498809542288403 -0.0030347088570075991 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1022 2167 2651 2242 1857 1142 2559 2712 2866 1115 490 372 10 internal_value=-0.00266294 -0.0146208 -6.38139e-05 0.00413011 -0.000821189 -0.00744742 -9.56312e-05 0.00725408 0.0101321 -0.00284705 -0.00832429 0.0164521 0.00988919 -0.0163902 0.000668221 0.00771586 -0.00863355 0.00712815 0.00637089 -0.0134093 0.0164616 -0.00575662 0.0216598 -0.0191547 -0.00401504 -0.0113738 -0.00444022 0.026919 0.012457 0.0209799 internal_weight=5659.58 1010.08 4649.49 2964.82 513.969 1684.67 924.942 632.107 1594.15 1370.67 885.162 955.479 592.774 759.727 638.673 212.816 155.04 485.511 468.43 672.345 437.735 364.768 277.597 698.021 354.51 346.518 226.987 229.579 380.136 167.452 internal_count=120000 54726 65274 37432 27398 27842 11632 6346 23412 14020 10637 14524 7424 16210 8888 2668 1197 3383 5524 7969 6227 5318 2087 14644 4259 6827 3981 1632 2361 20571 is_linear=0 shrinkage=0.05 Tree=297 num_leaves=31 num_cat=0 split_feature=463 454 497 259 501 503 333 474 506 404 513 261 272 515 484 424 454 264 501 504 505 462 453 504 343 175 520 517 516 414 split_gain=16.8357 21.0507 21.5818 21.3052 20.4939 17.8384 33.7044 21.1683 17.6351 19.5332 19.1819 16.528 15.9612 20.0886 19.9226 15.7646 18.2119 15.6203 15.3957 15.3283 22.6969 15.6033 15.0765 14.8118 14.8014 16.9656 16.9834 19.0834 14.7081 14.1447 threshold=-0.15767777711153028 -0.092470921576023088 -0.24490199983119962 1.2939360141754153 0.14064095169305804 0.66744008660316478 1.2767929434776308 0.25153675675392156 -0.0063958156388252965 0.30220004916191107 0.70587563514709484 1.3333649635314944 0.68024486303329479 -0.29205362498760218 0.50352841615676891 -0.78421488404273976 0.2620400339365006 0.16273055970668796 0.74051249027252208 0.57075089216232311 0.21059074997901919 -0.35962535440921778 -0.48703365027904505 -0.34406630694866175 1.129622280597687 -0.6496937870979308 0.72114256024360668 0.63574516773223888 -0.48327004909515375 0.24740311503410342 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 4 -3 22 -2 8 7 15 9 10 18 -9 13 14 -10 16 -7 28 -1 21 -21 -15 -4 -12 25 -6 27 -27 -11 -30 right_child=1 2 3 -5 24 6 -8 11 12 17 23 -13 -14 19 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.001333195137469864 -0.018050370671535001 -0.0041816543953475576 0.0015202190086617421 -0.010815112170826766 -0.00045966542510309433 0.026868234451421787 -0.014831533958411115 0.023094671038299933 -0.026634096235099908 -0.006701041235665485 -0.026643343471157568 -0.013748483662496133 -0.012637623620382472 0.002531396780908233 0.0071295013562456492 0.0017316230436622883 -0.029565705702194217 0.021698344368153981 0.011921682780525284 0.0019720572996343166 0.023690316184209928 -0.0060028011320749468 0.010345820252011638 0.0092222131913787114 0.0066395344222400683 -0.0055143423185642897 0.0059026564599388692 -0.018079437542424675 0.011868166167537341 0.00025439089407808767 leaf_weight=3450.222171799629 235.42587313230615 1040.7100739373127 914.88049838878214 202.93406509840861 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0.00792199 internal_weight=17750.7 7094.4 3189.31 2148.6 3905.1 10656.3 1254.37 1105.2 9401.93 6058.19 4512.7 385.916 3343.74 3035.1 201.459 719.288 140.637 1545.49 3684.02 2833.64 692.331 2141.31 1945.66 828.685 3669.67 3299.14 1577.42 1376.02 1371.72 1170.6 internal_count=120000 64050 33735 11078 30315 55950 9984 8794 45966 29333 19666 3661 16633 15368 886 5133 703 9667 16272 14482 2978 11504 10081 3394 23393 21367 12226 10811 7306 5825 is_linear=0 shrinkage=0.05 Tree=298 num_leaves=31 num_cat=0 split_feature=511 452 423 424 501 392 513 503 484 510 505 227 505 153 391 307 503 391 91 497 501 506 504 470 514 74 113 508 361 490 split_gain=17.821 18.617 20.1576 18.7115 21.4534 21.0263 19.1033 17.8682 17.7595 21.0457 22.6221 17.2937 16.7561 15.8957 15.4732 15.2418 17.8539 14.7491 15.2153 14.7305 14.2707 14.1472 13.9541 15.8517 13.2414 12.1468 11.9715 11.4221 11.1762 10.9507 threshold=1.3356893062591555 0.95673474669456493 -0.33828273415565485 0.42072178423404699 0.78033095598220836 -0.84431642293930043 1.1622493267059328 1.1538231372833254 -0.94785061478614796 0.66009423136711132 -0.73250573873519886 -0.46293140947818751 0.1562733203172684 -0.55968964099884022 0.046365061774849899 0.17230745404958728 0.92016455531120311 2.2624942064285283 0.19832035154104236 0.25331525504589086 0.1597457826137543 -0.19570686668157575 -0.47919595241546625 -0.45579084753990168 1.0000000180025095e-35 -0.95574340224266041 -0.21024510264396665 -0.24796498566865918 -0.62937164306640614 -0.41907219588756556 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 5 7 15 26 12 20 10 -10 13 24 28 -11 16 -1 18 -13 -8 -7 -22 -4 -24 -5 -2 -6 -14 -3 -18 right_child=25 2 22 4 6 8 19 -9 9 14 -12 17 27 -15 -16 -17 29 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0089380428381453884 0.016822986752382817 -0.029900472773275951 -0.024854340303895935 0.007974105589091264 0.017719357995639711 -0.0029707234461446509 -0.003640401457770301 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3285 2877 154 10528 8175 7579 3707 7944 5148 4773 6113 1707 432 is_linear=0 shrinkage=0.05 Tree=299 num_leaves=31 num_cat=0 split_feature=499 499 501 466 516 513 505 450 496 516 391 475 517 506 511 387 483 427 166 463 410 395 333 399 496 258 498 516 514 502 split_gain=80.3582 96.8057 56.0924 52.6772 50.8798 36.3757 32.349 33.0916 33.0811 31.6343 26.6092 26.206 26.026 22.4361 19.6645 17.7762 16.6697 16.5658 15.5429 14.8709 14.5445 13.2791 13.133 12.8732 12.761 12.6683 11.2734 11.1928 11 10.9785 threshold=0.44043914973735815 0.40520316362380987 0.66841390728950512 -0.69160887598991383 -0.16553859412670133 0.46551997959613806 0.095634840428829207 -0.5116419494152068 0.41273882985115057 0.18905099481344226 -0.70385566353797901 -0.15744177252054212 0.12387203797698022 0.060069032013416297 1.3646806478500368 -0.36677099764347071 -0.05625422112643718 -0.54964783787727345 -0.26791919767856592 -0.16102939844131467 -0.31090669333934778 2.4449671506881718 -0.37360921502113337 -0.50819793343543995 0.50898301601409923 -0.54984766244888295 -0.89265668392181385 0.24605235457420352 0.55881962180137645 0.83385157585144054 decision_type=2 2 2 2 2 2 2 2 2 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 13 6 12 7 18 -9 10 -7 21 -6 17 23 19 -11 -2 -5 -8 -19 28 29 26 -13 -22 27 -4 -1 -15 right_child=2 -3 14 4 5 9 15 8 -10 16 -12 24 -14 22 -16 -17 -18 20 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.024218581052558901 -0.02182805033211864 -0.027758664824319906 -0.0059146525669872317 -0.016457561166713191 0.0028207974191284475 0.010151174891454284 -0.023755468693414564 0.003901134545447207 0.032144374722661344 0.0057765715953046652 -0.0068977238353526253 0.028348375884310731 0.033372959179997878 0.0430926032855493 0.015218640141108481 -0.024113311317734365 0.02429013781400622 -0.021994998567614985 0.002873108721995558 0.0082031384174333886 -0.0086379235158431378 0.052438901447083644 -0.0047267571592814464 -0.025143765472145349 -0.0052073878461119548 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0.00629237 0.0250736 -0.00827071 -0.0153801 -0.0145294 0.0170798 -0.0140093 -0.00820062 -0.00220081 -0.00535905 -0.00808262 0.00188672 -0.0184494 0.0206246 0.0021002 -0.00827993 0.00666239 -0.0115591 0.0161747 internal_weight=5611.4 925.286 4686.12 4163.24 3202.15 1781.58 1420.58 1043.4 619.323 1428.34 915.087 317.509 353.234 961.086 522.88 377.176 513.256 614.416 424.076 165.249 292.08 158.366 346.67 475.397 159.143 201.513 189.101 75.3742 149.918 109.884 internal_count=120000 53856 66144 50738 37315 19498 17817 10686 7130 14237 6733 23368 5261 13423 15406 7131 7504 9468 3556 2375 3765 2542 3955 14623 20826 1979 3600 635 2475 1197 is_linear=0 shrinkage=0.05 Tree=300 num_leaves=31 num_cat=0 split_feature=500 410 380 10 499 452 498 513 456 371 280 385 505 501 424 420 340 395 496 500 264 400 494 99 407 467 503 516 194 321 split_gain=15.9429 24.317 20.2168 24.2049 19.4487 18.6907 21.0579 18.8371 22.1485 18.5298 16.8573 15.3577 20.2468 17.5905 15.1864 14.7581 15.1521 14.7039 14.647 14.5185 13.8241 13.591 17.3353 15.9392 19.1958 13.3341 12.5044 12.2529 12.9714 12.1299 threshold=1.0597454309463503 -0.42451976239681238 -0.24551461637020108 -0.28233540058135981 0.26323355734348303 0.95673474669456493 -0.03741620481014251 0.75117745995521557 0.10491375997662546 1.6474483609199526 -0.43462753295898432 -0.93570125102996815 0.3068054467439652 0.22377817332744601 -0.25288866460323328 0.55469280481338512 -0.0081549696624279005 -0.82056561112403859 0.13720106333494189 1.2629730701446535 1.2804139852523806 -0.82623890042304982 -0.22238247841596601 -0.32831734418869013 -0.039700474590063088 -0.3850980252027511 0.54463738203048717 -0.072661269456148134 -0.37654121220111841 0.52434071898460399 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 -1 7 9 11 14 18 27 12 13 -6 -9 20 -17 -14 -7 -4 -13 -12 23 24 -23 -16 -8 28 -3 -10 right_child=1 10 19 -5 5 6 26 8 29 -11 21 15 17 -15 25 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.028289075854299007 -0.011060393074413748 -0.0037411322644169322 0.0061745928162034039 0.0042323019667824743 0.0050334836592861275 0.017331225827352494 -0.0017347360060009686 0.0064933149059442537 0.028728290729702705 -0.0065614430214225809 0.0021808273647969615 -0.00084135506442425023 -0.015725020416242956 -0.011068319631738719 0.0042236901321453134 -0.0013324462416242208 0.0091936278577282957 0.0066906644132726026 -0.0056593277902929956 0.026722658206973268 0.014604074821705719 0.026348623686855161 -0.014093564533309393 -0.0086664251650117857 -0.0079550120138784999 -0.0058303652059843074 0.014866587051243425 -0.0093256214402006165 0.015833736309787613 0.00049409465221774351 leaf_weight=54.93204037589021 411.27343839919195 145.57317085703835 407.96387041197158 696.86144732881803 204.70763355959207 656.28105498128571 724.26863408926874 1530.6746002491564 135.58551659993827 116.04747275402769 271.45846048067324 5736.0117878851015 86.24428328499198 977.2085842397064 656.05085815768689 551.21336553001311 896.83134682895616 476.3166873480659 77.051724210847169 109.25030780117959 148.50302334968001 86.862335988786072 923.2028907003114 346.84669094032142 76.418181964661926 662.56627462164033 134.34318423154764 154.53543452592567 200.82359311589971 53.369829937815666 leaf_count=19412 2029 646 2827 3562 818 5235 3314 8071 723 554 1272 32033 361 4259 3176 2762 4237 2051 844 613 1886 397 8542 1502 425 4584 1160 1399 1050 256 internal_value=0.000583019 -0.00227181 0.00236646 -0.00143941 0.00137146 0.0014899 0.00638683 0.000799075 0.0042069 0.0119687 -0.00569187 -0.000341069 -0.00455783 -0.00827507 0.00310508 0.000661501 0.0051835 0.00324312 0.0149083 0.0105289 -0.000450479 -0.00806185 -0.0100052 -0.00259522 0.0102683 -0.000824444 0.000858406 0.00236375 0.00759427 0.0207846 internal_weight=17709.3 3831.07 1625.35 1108.13 13878.2 13823.3 1707.99 12115.3 3038.25 849.38 2205.72 9077.04 1744.48 1181.92 2849.29 7332.56 1448.04 562.561 733.333 517.214 5884.51 1704.79 1433.33 510.127 163.281 1318.62 858.612 500.932 346.397 188.955 internal_count=120000 24264 9031 5591 95736 76324 11107 65217 16810 6633 15233 48407 7489 5077 15831 40918 6999 2412 6079 3440 33919 12138 10866 2324 822 7760 4474 3095 1696 979 is_linear=0 shrinkage=0.05 Tree=301 num_leaves=31 num_cat=0 split_feature=347 86 477 469 451 196 395 391 345 361 264 153 501 17 513 392 500 504 264 206 27 199 441 500 140 461 316 231 338 431 split_gain=17.2754 22.9738 21.3434 20.5399 19.343 20.1735 18.1108 18.0128 23.3543 15.3486 18.7217 13.6212 13.6057 13.5256 13.5252 13.37 13.0346 13.2056 12.8461 12.7773 16.0236 14.4322 12.4371 12.4297 12.2493 12.2474 12.1993 12.3752 11.572 12.6444 threshold=-0.28688147664070124 -0.18229303508996961 0.047350643202662475 -0.52250412106513966 -0.53337499499320973 0.093233555555343642 -0.19367738068103788 -0.33582763373851771 -0.017330266535282132 0.18049599975347522 -0.011758509557694195 -0.1671539098024368 0.81474176049232494 -0.46749486029148096 0.55537936091423046 -0.91866138577461232 1.2504938840866091 -0.63742512464523304 -0.042847998440265649 0.32288020849227911 -0.16280601173639295 -0.47050967812538141 3.010133028030396 0.64154207706451427 0.51196587085723888 0.37952743470668798 0.24178443104028705 0.0087283141911029833 1.3090456128120425 0.24241113662719729 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 9 19 5 15 14 8 12 10 11 -2 -6 -7 25 -1 17 -9 23 20 21 -3 -10 -8 -19 -4 -5 -28 29 -17 right_child=1 3 6 26 7 13 18 16 22 -11 -12 -13 -14 -15 -16 28 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0033954233891883411 0.0034463168644993159 -0.04876089581675571 0.013199876307995607 -0.020294318605219561 0.00067629988445790101 0.021901038474671838 -0.0036456581394192639 -0.019366597757672469 -0.0071431296027990024 0.011432469363566426 -0.021144674075036715 -0.0061906437900331309 0.018357199019960718 0.0029230764773943399 -0.011661714557994144 0.0057801445592182065 0.019331772513238383 0.0012585368836560296 -0.029861398418437487 0.021581947279546692 -0.018503674336402626 0.013029530344860946 0.0087366035730519192 -0.018067882318720505 0.0094231921550203095 -0.0023481555859887443 -0.011301433784528922 0.023179633003369279 0.015132230855737753 -0.007820213158147394 leaf_weight=560.81773152819369 1728.9940798619064 10.187552592484279 221.37488569237757 387.17945869255345 1596.9090740092797 269.81489740021061 427.33263369929045 71.637947261799127 1849.8560679111397 369.8242349922657 95.999552977737039 465.01351733738557 116.7317172200419 145.01152137818281 178.17949079582468 1090.1410146922572 109.94577216252219 3757.6990360984346 80.825426748371683 59.192461260594428 107.93994031578768 113.16349967673887 131.74826153926551 230.64548511034809 523.7149075375637 294.81877237092704 112.11305896833073 33.7320065300446 264.68581376015209 202.29866515437607 leaf_count=3385 10558 51 1285 15068 9538 1881 2954 3485 11003 4505 3177 3928 989 955 1738 6511 878 19401 1204 318 793 615 446 4346 2482 1718 1806 1435 1821 1726 internal_value=0.000251049 -0.00220153 -0.000667027 -0.00982127 0.0013794 0.00519639 -0.00558651 0.000193739 -0.00238755 0.00198193 0.000453106 0.00140132 0.00188463 0.0152812 0.000204301 0.00321816 0.0023321 0.00190116 -0.0110351 0.000859136 -0.00442971 0.0078504 -0.00608444 -0.00871075 0.00225863 0.00431136 -0.0156502 -0.00328175 0.0056034 0.00364704 internal_weight=15607.5 4916.52 4093.01 823.508 10691 2532.77 1433.18 8158.24 3695.25 2659.83 2290.01 2194.01 1713.64 414.826 694.373 2117.94 4463 4353.05 738.804 290.483 231.291 123.351 1981.6 657.978 4281.41 516.194 533.025 145.845 1557.13 1292.44 internal_count=120000 55499 35413 20086 64501 16279 13245 48222 21976 22168 17663 14486 10527 2836 4741 13443 26246 25368 8504 1777 1459 666 11449 7300 21883 3003 18309 3241 10058 8237 is_linear=0 shrinkage=0.05 Tree=302 num_leaves=31 num_cat=0 split_feature=499 499 501 484 386 418 415 391 404 438 402 283 516 400 500 494 463 308 505 331 499 506 343 505 515 440 424 468 516 266 split_gain=76.9994 92.304 53.6587 48.3551 46.7819 40.824 34.4409 30.3125 29.7688 28.5812 25.5004 25.0209 24.2758 22.5123 21.8796 18.8709 18.6418 19.9813 18.1719 18.0388 16.1271 16.0425 15.8422 15.7251 15.7241 14.4746 13.8512 11.9312 11.8253 11.3829 threshold=0.44043914973735815 0.40520316362380987 0.48275098204612737 -1.2503451704978941 -0.32605010271072382 0.65707689523696911 -0.40240204334259028 0.28164698183536535 -0.51265925168991078 -0.50163906812667836 -0.79229244589805592 -0.63238266110420216 0.21624653786420825 -0.86073017120361317 0.89837652444839489 -0.079010393470525728 -0.15572026371955869 -0.67472535371780384 0.47248841822147375 -0.79823729395866383 0.19487819820642474 -0.28360235691070551 -1.0423600077629087 -0.1799846068024635 0.63401371240615856 0.072407789528369917 -0.7354065179824828 -0.22665134817361829 0.27931042015552526 -0.67159107327461232 decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 6 12 13 14 21 -1 28 18 25 23 -11 22 -18 -5 -15 -12 -8 -13 -4 -14 -7 -16 -6 -10 -22 right_child=2 -3 4 5 27 7 9 -9 11 15 20 16 24 19 26 -17 17 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.02675051761770865 -0.020634704451936797 -0.027487720707811237 0.016410783096669875 -0.0059104836361650401 -0.026138523342753007 0.0068539534857131948 -0.012705553530102581 -0.0075066705932074736 -0.021465487650643083 0.0065434568629392344 0.027210825941673334 0.027701790963981385 0.038995603178675703 0.034852249218865393 -0.0023504487120965113 0.026171842347268905 -0.017549362686573412 0.019213981879296984 -0.02960303584480908 0.016417658125252182 -0.023945767392536357 0.00876655809630973 -0.016120588697211901 -0.012190643208817575 0.0032751458041981002 -0.03453444136275248 0.026551718183307361 -0.0086550808241300393 0.001593546227739392 0.0090167517774680031 leaf_weight=49.637083855457604 185.83730959519744 593.17057139368262 71.164028048049659 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0.00198922 internal_weight=5562.55 906.199 4656.36 2984.61 1671.75 2798.77 1820.65 978.12 1212.36 839.469 313.028 771.831 981.18 837.344 440.529 491.634 400.607 211.73 823.392 703.745 263.391 347.835 188.877 218.321 157.788 133.599 222.208 459.39 371.224 156.328 internal_count=120000 53856 66144 34657 31487 32075 22485 9590 19215 12136 23368 14504 10349 6766 4711 6743 8019 3281 8284 5965 22523 5393 4738 2988 2065 801 1723 12272 6485 2678 is_linear=0 shrinkage=0.05 Tree=303 num_leaves=31 num_cat=0 split_feature=514 516 453 435 319 272 445 505 484 265 497 278 264 428 512 479 86 390 231 521 404 424 394 375 402 462 323 69 311 382 split_gain=15.5724 15.3408 15.8034 22.4485 21.5123 20.1585 18.5509 16.8564 18.0364 14.8894 15.4222 12.587 12.5371 12.9396 12.2863 12.2372 12.1201 13.4197 12.2522 11.5291 12.1813 11.2469 10.9531 12.1806 9.11561 8.60735 8.32639 10.6069 7.31363 9.16487 threshold=1.6183338165283205 2.1909917593002324 -0.49067367613315577 0.21827017515897754 -0.071643657982349382 0.66123175621032726 -0.6624910533428191 0.047174392268061645 -0.50715398788452137 0.29586857557296758 -0.65480732917785633 6.5440402030944833 0.17606604844331744 -0.38947203755378718 -0.35358558595180506 -0.50037527084350575 0.027304911985993389 -0.66702798008918751 -0.69227504730224598 0.47637845575809484 -0.41469204425811762 0.70232629776000988 0.46125771105289465 1.816857695579529 0.6205841898918153 -0.47889177501201624 -0.22586996108293531 -0.13787925243377683 -0.1899432688951492 -0.52717235684394825 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 12 6 7 8 -1 10 14 -12 21 -14 -5 -9 17 -8 -18 26 -21 -4 23 -11 -24 -22 27 -7 -6 -30 right_child=-2 -3 3 9 28 19 16 15 -10 22 11 -13 13 -15 -16 -17 18 -19 -20 20 25 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0093771341489812914 -0.021973076505216332 -0.030110908847163192 0.0053535883869616149 -0.018401537030418896 0.00075823407907888644 -0.0042365807875869525 0.0071652190428350658 0.0064624190877341572 0.00073654131291610151 0.0085086304653785132 -0.0059809165464175451 0.023856673993377937 0.0015379903608776233 0.019111969629343056 0.016982535137717813 -0.0021318464211791776 0.021211887510859333 0.00093646517489738958 -0.012651024533734076 -0.031932604518588488 0.020319792373365522 -0.0031629700298292382 -0.005564042564997135 0.048785891149823131 0.0075904292288741741 -0.016841433948514648 -0.012116760584873074 0.021691306322470308 0.0061178197837970273 -0.012318883910517664 leaf_weight=1281.1126623624004 76.196391390170902 40.296006348915398 4003.5737551256316 29.713537216652185 562.56144123978447 181.21524269948713 1214.4150502253324 623.67992775095627 670.71261910302565 324.49757007998414 1688.3759486294584 35.941941413097084 159.48725320806261 308.7812891274225 136.02307219803333 1231.7589364679297 30.186017651110888 3011.1480105138617 221.43090841639787 98.409138482995331 23.033280732110143 428.38132684933953 340.91912740562111 19.906717638950795 214.38468828890473 47.338731057127006 224.3985025449656 50.279095276258886 86.518353413441218 299.36290200601798 leaf_count=5702 1009 6012 22362 9047 7419 750 5310 2560 3149 2647 11033 246 904 3985 511 5913 154 14615 1094 526 93 2244 1829 131 2134 303 1086 181 483 6568 internal_value=0.000565095 0.000663147 0.000734272 0.00225824 0.0040188 -0.000742836 -8.90819e-05 -0.00265539 -0.00589931 -0.00143096 -0.00395242 -0.00535473 0.00535322 0.0131387 0.0106014 0.000754494 0.00209212 0.0027279 -0.00856188 -0.00940354 -0.0205738 0.00452922 0.00386028 0.0108647 -0.000476075 -0.00459576 -0.00525351 0.00138014 -0.0028702 -0.00817173 internal_weight=17664 17587.8 17547.5 8638.43 5848.67 8909.12 8284.44 3807.26 1951.83 2789.76 1890.05 1724.32 4900.22 468.269 165.737 1855.44 4477.18 4225.56 251.617 624.674 168.781 4431.96 899.708 344.404 555.304 70.372 455.893 231.494 948.443 385.881 internal_count=120000 118991 112979 71543 43965 41436 38497 17324 8851 27578 20837 11279 29495 4889 9558 8473 21173 19925 1248 2939 922 24606 6741 2778 3963 396 2017 931 14470 7051 is_linear=0 shrinkage=0.05 Tree=304 num_leaves=31 num_cat=0 split_feature=509 240 203 86 118 279 267 512 357 452 329 443 393 211 454 517 410 444 332 467 100 371 387 92 82 501 504 391 33 476 split_gain=16.8622 17.269 18.507 18.1425 21.1499 16.3083 14.9914 14.9303 14.3862 14.1643 15.6796 17.2809 13.8183 13.695 13.1872 20.2156 16.5019 18.5512 14.8327 13.7818 19.73 12.778 12.4404 11.7006 11.6155 11.586 21.2314 15.0294 11.5192 11.4406 threshold=0.95660114288330089 -0.044782031327486031 0.14144213497638705 -0.15294940769672391 0.17083527147769931 1.6002249717712405 -0.97360628843307484 1.135204613208771 0.6904456913471223 1.4156349301338198 -0.077708039432764039 0.8316425383090974 -0.23016583174467084 -0.021304319612681862 -0.044448656961321824 0.80880317091941845 0.94802722334861766 0.012494787573814394 2.1310143470764165 -0.42089983820915217 1.4865740537643435 -0.42291891574859614 -0.37244653701782221 0.016096215695142749 0.29054959118366247 0.70621806383132946 -0.53301873803138722 0.96114972233772289 1.6965329647064211 -0.49994280934333796 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 9 8 12 -6 14 23 10 11 -4 25 -3 15 16 18 -18 22 20 -16 -19 -2 -5 -10 27 -27 -1 -14 -17 right_child=7 13 3 4 6 -7 -8 -9 24 -11 -12 -13 28 -15 19 29 17 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00050764151034582731 -0.00799989537506645 -0.0027820625874437786 -0.0026784852352819753 -0.0059158431941561873 0.020304826149653517 -0.01174909149996417 -0.0043377773410521979 -0.04081357500416391 -0.0030132915022998545 -0.0086890548719699562 0.0045790849857571874 0.0064750168190949205 0.0084475532704250105 -0.020001452501166403 0.013505129910618516 -0.0033805304394306703 -0.037842574686562949 -0.018928490663070379 -0.062417305913056692 -0.00085013878387372099 0.11534213563287327 0.0039638053329695815 0.0041282374644707968 -0.023978052302027968 0.074055746862204216 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0.00116187 -0.00094649 0.00377447 -0.00747375 -0.00328109 -0.00569182 -0.00309202 -0.0133006 -4.4653e-05 0.00278168 0.0175475 -0.00707061 0.000531375 -0.0179038 -0.000809556 0.00208262 0.00758015 0.000744294 0.00727044 -0.0177642 internal_weight=15571.2 13290 12705.5 6682.78 853.718 6022.74 271.937 2281.2 581.781 5829.06 5438.07 3362.24 5848.76 584.441 2254.46 1613.65 1328.17 304.874 1023.3 640.803 126.695 243.416 1013.95 403.853 177.928 3942.43 771.029 3171.41 1906.32 285.484 internal_count=120000 96038 76857 37191 5367 39666 1674 23962 3693 31824 29916 17763 37199 19181 23581 18102 8903 1418 7485 5479 876 1071 7444 2647 1046 23790 6399 17391 13409 9199 is_linear=0 shrinkage=0.05 Tree=305 num_leaves=31 num_cat=0 split_feature=499 499 284 386 370 377 422 475 505 516 503 516 391 331 452 497 319 498 473 283 428 400 455 501 516 504 506 285 412 498 split_gain=74.1528 87.7325 52.069 43.6596 39.1231 29.8538 29.4335 29.3684 27.6074 24.0603 23.3238 21.4035 20.853 20.7267 20.9329 20.5258 19.9543 16.158 19.1891 16.0272 14.3117 14.0219 12.8722 12.5798 22.4571 12.38 12.0191 11.6917 15.7028 11.5566 threshold=0.44043914973735815 0.41324219107627874 -0.63445916771888722 -0.08342729881405829 1.0000000180025095e-35 -0.15120020508766172 0.1082093194127083 -0.15744177252054212 -0.84064537286758412 0.085903856903314604 0.54463738203048717 0.20301254838705066 -0.46616551280021662 -0.11776933073997496 -0.28007812798023218 0.79542347788810741 -0.3043223768472671 -1.8937903642654417 -0.51212349534034718 -0.56034207344055165 -0.96387720108032215 -0.80769568681716908 -0.54870769381523121 -0.076082088053226457 -0.46250809729099268 -0.17667594552040097 0.80330687761306774 -0.38207602500915522 -0.3816844373941421 -0.59147724509239186 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 6 4 10 17 9 27 -5 20 13 -12 19 21 -15 23 -7 -6 -19 -8 -2 -4 -17 24 -10 -11 -27 -1 -29 -14 right_child=2 -3 3 8 5 16 12 -9 15 25 11 -13 29 14 -16 22 -18 18 -20 -21 -22 -23 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202.18562881089747 186.39961623679847 20.458184590330347 195.92605807096697 319.22243334236555 379.59445364563726 185.69668634748086 479.2077879877761 528.753107909346 53.132171883713454 390.53809867496602 42.239810487721115 207.22743410151452 50.75521247042343 58.468011413700879 57.135738885728642 141.09616030519828 leaf_count=1361 1372 29667 673 319 995 2863 2809 21012 570 72 2533 2029 1277 1761 1966 876 2736 3051 6444 2004 11362 5174 880 7608 864 1777 799 977 839 3330 internal_value=-0.00250525 -0.0157464 3.24258e-05 0.00391674 0.00685825 0.000608941 -0.00721021 0.00376647 -0.00840038 -0.0133983 0.0132976 -0.00303476 0.000146006 0.0162753 0.00718733 -0.0113527 0.0104556 -0.00552674 -0.00769675 0.00666054 -0.0188949 0.0219206 0.0131422 -0.0152223 0.00321281 -0.000907037 -0.00309541 -0.00998911 -0.000269286 -0.0107061 internal_weight=5514.61 887.137 4627.47 3012.54 2432.16 1234.75 1614.93 348.981 580.385 877.431 1197.41 184.386 737.5 1013.03 388.585 540.962 474.31 760.435 698.817 461.163 608.996 624.443 73.5904 467.371 76.8334 268.435 257.983 183.48 115.604 276.337 internal_count=120000 53856 66144 41342 30225 16089 24802 24189 11117 15382 14136 4562 9420 9574 3727 10798 5599 10490 9495 4813 12734 5847 1756 9042 1434 2648 2576 3177 1816 4607 is_linear=0 shrinkage=0.05 Tree=306 num_leaves=31 num_cat=0 split_feature=18 510 323 203 74 414 452 498 513 286 473 506 273 394 273 240 503 100 385 445 413 81 83 498 516 455 430 335 355 492 split_gain=15.5714 16.554 17.6622 16.2088 17.8603 14.8843 21.4523 15.6871 24.1133 23.6254 18.2726 20.5651 15.4595 14.3381 13.7303 13.7025 15.748 14.7222 13.2543 15.351 16.1134 14.3342 16.1965 14.0221 12.7933 12.7148 12.6623 12.3486 11.9324 11.3795 threshold=-0.4870146363973617 1.3180559873580935 -0.34315085411071772 -0.037140205502510064 -0.35982160270214075 1.637246906757355 1.6664179563522341 0.62998831272125255 -0.24240303784608838 -0.98772507905960072 -0.5331985056400298 -0.049955883994698518 -0.8024708330631255 0.96197047829628002 0.18648016452789309 -0.040939034894108765 0.93829762935638439 -0.091109912842512117 -1.2962920069694517 -0.62306970357894886 -0.32266417145729059 -0.35484623908996576 0.0050384919159114369 0.019070461392402652 -0.43362478911876673 -0.76965671777725209 -1.0689065456390379 0.19778321683406833 0.80507758259773265 -0.47238667309284205 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 27 6 7 9 28 -1 -11 -12 25 -14 -4 18 17 -17 21 23 -21 24 -23 -20 -5 -10 -7 -2 -9 -6 right_child=1 2 14 15 29 26 -8 8 12 10 11 -13 13 -15 -16 16 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.013872469239559249 -0.0040270211865365202 0.01472747564172047 -0.024295811655016222 -0.037833406107960252 0.0049178589246074511 0.012199238643334505 0.018901415322236523 -0.012396295653860072 -0.01079462849161362 0.0036510790164034435 -0.00017325356715327601 -0.0093989477321502687 0.010047716184135426 0.001144370680206906 0.012742805118094738 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6201 9729 3675 252 272 599 6337 6540 10284 9768 1384 1119 5402 1315 3196 2302 4157 549 13783 internal_value=0.000548773 -0.000918329 -0.0133196 -0.000543756 -0.00477012 0.00205395 0.00247396 0.00208255 0.00444023 4.38331e-05 -0.000930385 -0.00336782 0.00583975 0.00788988 -0.0193387 0.000562412 0.0112987 0.00652432 9.68737e-05 0.00111719 0.00340834 -0.004841 -0.00058569 -0.0019531 -0.0123333 0.000240852 -0.00813448 -0.0113659 -0.00694156 -0.000999737 internal_weight=17625.9 8924.18 261.153 8663.03 1797.91 8701.69 8357.72 8163.62 3784.49 4379.14 4090.69 2670.86 3370.53 2466.46 215.183 6865.12 284.765 244.929 6580.35 5454.39 3124.45 1125.96 718.6 2329.94 407.361 904.07 343.973 653.381 413.956 1144.53 internal_count=120000 70596 4030 66566 23374 49404 46718 44969 19551 25418 21868 15204 17695 13404 3665 43192 7208 6609 35984 31994 20052 3990 2503 11942 1487 4291 2686 6790 1856 16584 is_linear=0 shrinkage=0.05 Tree=307 num_leaves=31 num_cat=0 split_feature=516 465 409 409 454 203 94 517 426 445 293 92 470 46 410 396 500 394 495 418 279 390 477 445 486 185 429 477 394 425 split_gain=17.1194 16.5665 16.2378 28.55 19.0053 16.7069 18.4104 16.1623 18.0471 16.3002 16.2949 15.3836 16.6825 15.0887 14.818 13.8647 13.0324 12.8017 12.777 11.6612 11.1454 10.7215 10.5596 14.4471 10.07 9.90735 9.71795 9.71567 9.66229 8.91118 threshold=1.9316938519477846 1.7680100798606875 0.20212295651435855 -0.68233358860015858 -0.25067259371280665 -0.042121218517422669 0.027511562220752243 0.23437090963125232 0.38929480314254766 -0.46196419000625605 -0.51367989182472218 0.0069238245487213143 -0.41729487478733057 0.13620097190141681 2.013688445091248 0.30503308773040777 0.59171512722969066 -0.53695097565650929 -0.61486858129501332 -0.10410087183117865 2.0489301681518559 -0.49159391224384302 -0.66291838884353627 -0.68719148635864247 0.58281597495079052 0.53487566113471996 0.094274587929248824 -0.91096779704093922 1.3192496299743655 0.077130604535341277 decision_type=2 2 2 2 2 2 2 2 2 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 13 14 11 8 15 10 -9 18 -13 16 21 -5 -1 -10 -7 20 -3 -4 23 -6 26 -24 -8 -23 -11 -16 right_child=-2 19 5 7 22 6 24 9 17 28 -12 12 -14 -15 29 -17 -18 -19 -20 -21 -22 27 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0046124062733723511 -0.030686137864618199 0.00064310484872238819 0.0010876422039523203 -0.0010347179506634764 0.024789742884241059 0.016289482964996046 0.00016021501250827459 -0.0072323032935251181 -0.026548007230433213 -0.0029760495839288473 -0.022505912146268972 -0.021050997103851075 -0.003485980086675008 -0.012469179044868509 -0.030487842707595594 0.0078977782569540321 -0.0033998590353110677 -0.0061541121665937464 -0.0019074443070989614 -0.016053802131164755 -0.027783034694207211 0.029278570844054559 0.0050757317726901887 0.0066258885351405949 0.028591744234760703 -0.026599763818660378 0.0096339055882440142 0.0087703070956783712 0.017787667397663184 -0.0012992370984043753 leaf_weight=1205.3188855892513 44.50652144884225 349.64670218632091 493.10882807557937 3780.8688063736772 172.04908866761252 117.81234011496417 686.06638696568552 642.00555665430147 94.849880109191872 611.5856641731225 240.78437949647196 210.41019850317389 380.35807474341709 222.10016609495506 38.008991077076644 490.70567312208004 875.92972747166641 413.25603155384306 528.99711894395296 247.47840302891564 38.122072976431809 60.366812551394105 1207.6195729661267 304.01789221470244 42.87206586508546 25.057171642314643 448.19084951689001 1422.0729475067928 61.548353513237089 84.597527807811275 leaf_count=5710 6524 1853 2959 17530 913 482 3686 5393 5355 6920 6378 971 2011 1755 180 7324 5977 10197 2799 1671 516 336 7416 1499 278 202 2535 9707 507 416 internal_value=0.000243451 0.000332806 0.000671148 -0.000419922 0.0028798 0.00317396 0.000335911 -0.00251031 -0.00106815 -0.00693694 -0.011406 -0.00391961 -0.00975297 -8.21158e-05 0.00643764 -7.24819e-06 0.0012379 -0.00997542 0.00140129 -0.00757314 -0.00214506 0.007486 0.0068751 0.0132046 0.00481416 0.00442569 0.00390858 0.00961072 -0.00106772 -0.0104062 internal_weight=15540.3 15495.8 14860.6 10347.7 4012.09 4512.86 2414.71 6335.6 4779.68 1555.92 882.79 1237.58 590.768 2303.35 2098.16 4271.57 2081.25 508.106 646.809 635.247 387.769 1975.55 1708.74 476.067 1177.13 1232.68 1134.26 1482.44 673.134 122.607 internal_count=120000 113476 109436 83076 23472 26360 12762 59604 40406 19198 11771 6263 2982 13442 13598 24854 11687 15552 3281 4040 2369 13002 10030 2412 6499 7618 6221 10043 7427 596 is_linear=0 shrinkage=0.05 Tree=308 num_leaves=31 num_cat=0 split_feature=498 496 516 515 475 516 512 503 468 466 453 520 506 319 514 441 444 466 418 490 503 483 283 497 515 398 515 506 503 503 split_gain=64.8479 66.5535 56.6399 68.2922 41.3238 41.0821 46.0442 36.1423 28.2918 27.423 32.5739 24.7677 25.1475 23.5023 23.4509 19.8963 18.8215 17.7617 16.8733 16.3797 14.6982 14.4099 14.2119 18.9675 13.203 12.7626 12.3056 12.0155 11.9653 11.951 threshold=0.61953139305114757 -0.097200073301792131 -0.31039679050445551 -0.18090274184942243 -0.15744177252054212 -0.016497248783707615 0.69230777025222789 0.10902075469493867 -0.3916968554258346 0.031943311914801605 -0.54228955507278431 0.16403650492429736 0.25901018083095556 -0.30869583785533899 0.73540532588958751 0.59041693806648265 -0.62155604362487782 -0.78710108995437611 1.4425618052482607 1.0260970592498782 -0.61938524246215809 -0.047571377828717225 -0.64334866404533375 -0.12061109393835066 -0.53327780961990345 -0.71376416087150563 -0.31821846961975092 -0.55755278468132008 -0.44161142408847803 -0.083441302180290208 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 19 18 7 17 9 20 10 -5 16 -13 27 22 -15 -8 29 -2 -4 -1 -19 28 -24 -25 -11 -16 -9 -10 -7 right_child=1 -3 3 5 -6 6 11 13 14 25 -12 12 -14 15 26 -17 -18 21 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.022797018522699712 -0.015036610640088361 -0.02834007328361822 0.035791085863020745 0.010013218010169064 0.02363191371908822 0.052057554636219507 0.015418339464500634 0.026382902724325138 -0.0012369960831518107 0.030469029462544834 -0.013546374762103639 -0.017669159682708071 0.0047455207153715194 0.0064272404317209687 0.028196652116789234 -0.031623542862450768 -0.0033507377782910166 0.01251381699068093 0.014157695907969038 -0.028917132278136234 -0.025191891812915701 0.029298620048282882 -0.014879588224970812 0.02300880805325492 -0.0021411948690698655 0.0020625163083639003 -0.0036087727158550806 -0.018135450391366385 -0.026160864133377329 -0.013067549049459063 leaf_weight=16.67627488868311 294.78388959658332 448.84273877646774 179.59061795426533 299.1801719032228 121.62866072473116 7.8444994194433084 338.78781706746668 15.39747911528684 69.502862779423594 117.51100292429328 287.59886607527733 269.6091706068255 232.86777580762282 233.13516889396124 73.194419844541699 40.181303782388568 219.79309489065781 242.841621654341 59.220711516216397 10.184258605353532 297.1021877003368 274.00913026323542 189.57680397666991 79.073252658592537 152.16186814522371 60.179158167913556 51.511359456460923 567.52016364620067 159.9699078372214 61.130290349014103 leaf_count=180 6319 26823 3816 2315 19945 42 2688 202 536 774 2362 1945 1462 2730 822 573 2405 4394 879 119 13158 5164 3811 1634 1881 559 640 7645 3483 694 internal_value=-0.00246056 -0.0145316 -4.48443e-06 0.00312633 -0.00148724 0.00143075 0.00699332 -0.00421868 -0.00995028 0.00367828 -0.0015259 0.000775853 -0.00727248 -0.0112748 -0.00481223 0.000805441 0.00802477 0.0182439 -0.010136 0.0322788 -0.0226191 0.0214259 -0.00862615 -0.00315185 0.00644372 0.0208832 0.0150266 -0.0169466 -0.0186375 -0.00552385 internal_weight=5470.61 924.476 4546.13 3457.36 475.633 3267.59 1646.88 1620.7 1088.77 764.469 586.779 1061.06 502.477 856.234 774.99 273.316 558.581 585.826 354.005 189.775 313.778 516.851 650.285 420.812 231.235 177.69 124.706 582.918 229.473 68.9748 internal_count=120000 53966 66034 39889 27143 35954 18794 17160 26145 6010 4677 8500 3407 11150 12807 3303 5093 10294 7198 3935 13338 9558 11345 7326 3515 1333 1462 7847 4019 736 is_linear=0 shrinkage=0.05 Tree=309 num_leaves=31 num_cat=0 split_feature=498 486 276 404 437 499 412 394 498 42 398 439 512 505 322 338 501 49 353 443 501 422 410 156 323 19 266 297 407 431 split_gain=14.7141 27.7349 25.8183 22.2006 19.5116 17.8244 15.0044 14.238 16.5988 18.3388 16.9061 14.9665 20.595 19.2624 20.2847 18.066 15.8824 13.497 12.6849 11.612 10.7728 10.5745 10.6604 10.7195 11.947 10.3231 10.1389 11.9022 10.0009 9.87625 threshold=-1.0532517433166502 0.27887609601020819 -0.2414276525378227 -0.34710380434989924 2.8345719575881962 0.26323355734348303 -0.47469559311866755 1.6167016029357912 -0.1859001815319061 1.8294376134872439 1.6869689226150515 -0.36533188819885248 0.18451617658138278 0.64607912302017223 0.034728119149804122 1.6105170845985415 0.67940661311149608 0.37915208935737615 1.1692155599594118 -0.54175058007240284 0.14064095169305804 0.65704667568206798 -1.3190158605575559 -0.33737222850322718 0.3351930975914002 -0.11906869709491728 0.01682456769049168 -1.1111353039741514 -0.56830871105194081 1.1280270218849184 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 11 10 19 -9 13 16 14 -7 -14 -13 21 -15 -10 -8 22 -3 -24 -25 -6 -4 -28 -23 -30 right_child=4 17 26 6 25 7 20 8 9 -11 -12 12 15 18 -16 -17 -18 -19 -20 -21 -22 28 23 24 -26 -27 27 -29 29 -31 leaf_value=-0.013382915966286628 -0.028507010336056737 0.031748023635585029 -0.0016457064024370334 0.005654601627001609 0.0054478920081198149 3.4479745778728127e-05 -0.032588147777644252 0.010428106487080991 -0.018242479266132344 0.019803167801125655 -0.017165561569063646 -0.0035774727077382026 0.0067180731070385514 0.0056820808632039961 -0.010133034622517662 -0.0028841631902213325 0.013680852469369856 -0.013110487135092722 0.035347938415156717 -0.0054347024261448169 -0.005755907608713827 0.01290836590803591 0.012675956487672658 0.0055809160483887175 -0.010392508772069733 0.030707063853459407 -0.020658205984410542 0.015619218594508483 -0.019472228946969854 0.024793637609777243 leaf_weight=1014.6820322398562 50.582984288455918 41.032210321514867 378.69424749503378 343.46021949313581 79.224906071554869 5458.8854000542779 41.591117114992812 287.63720055553131 265.03559085342567 56.297146776109003 68.579576898133382 1213.9618394154822 3574.0227086192463 877.59400321473368 538.77576529467478 566.79609569511376 149.58265770133585 112.68076976016164 37.567924154922366 537.97469678544439 376.36042746715248 46.594064872711897 364.58442966104485 527.62319694086909 150.19712454488035 83.876276288880035 25.19928716798313 205.85068228060845 107.40089544304647 14.093612109543754 leaf_count=6104 19405 157 2671 2198 673 25733 1761 1470 1348 377 467 8504 19035 4818 3052 3531 2524 593 239 3025 2671 275 2051 2270 903 1776 156 1631 513 69 internal_value=0.000538307 -0.00223944 -0.00549167 -0.00853992 0.00129098 0.0010856 -0.00207851 0.00119598 -0.00396713 -0.0077311 0.00509836 0.00170183 0.00364717 0.00015209 -0.000878198 0.00540247 -0.00167968 0.00344466 0.00690907 -0.00966991 -0.00844515 0.00494012 0.0067527 0.00576107 0.002033 0.0184791 0.00337917 0.0116338 -0.00671048 -0.01428 internal_weight=17596.4 3750.04 2385.84 1776.09 13846.4 13683.3 761.412 13632.7 1215.52 859.307 356.217 12417.2 5504.36 6912.82 5997.66 4140.82 1363.54 1364.21 915.162 803.01 417.952 1251.53 1083.44 1042.4 677.82 163.101 609.744 231.05 168.089 121.495 internal_count=120000 24023 17192 12734 95977 93528 6630 74123 6687 4750 1937 67436 33594 33842 28785 22566 11028 6831 5057 4373 4432 6238 5381 5224 3173 2449 4458 1787 857 582 is_linear=0 shrinkage=0.05 Tree=310 num_leaves=31 num_cat=0 split_feature=507 505 511 495 393 501 516 504 501 495 391 425 507 424 327 404 377 200 417 385 479 437 398 437 371 506 521 346 483 190 split_gain=16.4197 16.1325 17.0281 24.7149 24.0946 17.5541 42.2245 32.3199 29.2465 22.0532 21.2148 18.7083 16.5535 16.226 15.0172 14.9962 13.9185 13.5223 12.935 12.2248 13.4784 12.0742 13.09 11.7123 10.7268 10.7391 9.64493 9.3213 9.60517 9.5355 threshold=1.8433055877685549 -0.78288367390632618 0.57236209511756908 -0.86969268321990956 -0.57675376534461964 0.25502538681030279 -0.43362478911876673 -0.47315289080142969 0.609509438276291 -1.0732250213623045 2.2624942064285283 0.3641821295022965 0.13613725453615191 0.45224949717521673 0.44796589016914373 -0.45842783153057093 0.046992355957627303 0.93111607432365429 1.2966028451919558 -0.59933486580848683 -0.0165938027203083 0.072788856923580184 -0.91063186526298512 -0.17658676207065579 2.9687852859497075 -0.049955883994698518 1.2273812890052798 0.78496292233467113 -0.023629142902791497 -0.22680988162755963 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 19 5 27 21 6 15 8 14 26 11 -8 -11 16 -7 17 -6 -3 -17 -1 24 22 -5 -15 25 -21 -9 -4 29 -29 right_child=-2 2 3 4 13 7 10 9 -10 12 -12 -13 -14 23 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.019248556460028883 -0.011132152632653904 0.01161861046041501 0.0024412457949881017 -0.015859150659000669 -0.00035350191551805242 -0.0080902191380486013 -0.0047532754432328224 0.024732890811436252 -0.025962394877794677 0.0056754842572580939 0.019894803635096301 -0.018454933152833055 0.00064689582740005687 0.010603655525016211 0.013008149626300576 0.0029911396498126064 -0.010493264858642465 0.05928138842862133 -0.028753435351300496 0.0035460793627024919 -0.01964208319312644 -0.020835294946385932 -0.0038066190824632088 -0.0036197192207797491 0.06265680550466235 -0.031525341518611388 -0.018439447882603356 0.071128093507751108 0.0071928018693121322 0.0217950847350462 leaf_weight=166.14032207115088 311.09520666941535 481.80944205075502 310.52794677903876 290.9190727743553 1659.5303906927584 244.4874117707368 1239.2720285811229 165.7356537617743 167.50646106130444 4000.2735230606049 73.767114821122959 312.38430328248069 2773.8336475433316 489.33179754100274 128.58595888386481 189.14080508193001 425.41126388136763 15.324673965573309 38.509140609297901 265.7836758402409 92.9118223200785 166.44240003649611 1006.6279522443656 204.81262970180251 7.053108124062418 23.673090169671923 13.825390961021183 11.058439848944543 145.98813882376999 90.716367306187749 leaf_count=1945 6546 1780 2204 3714 13162 2575 6302 735 3289 18663 275 1510 14877 2950 659 824 3151 64 220 5019 15756 2753 7282 1641 43 166 119 78 1089 609 internal_value=0.000236553 0.000469613 0.000787186 -0.00165346 -0.0029556 0.00197806 -0.00179082 0.00316066 -0.00861187 0.00407668 -0.00626775 -0.00751597 0.00361718 -0.000219001 -0.000803379 0.00824189 -0.00242522 0.0131095 -0.00236707 -0.00789194 -0.00303029 -0.00814671 -0.00651375 0.00639982 0.00216305 0.000650614 0.0213726 0.00823282 0.0154675 0.027269 internal_weight=15512.5 15201.4 14645.8 4801.37 4243.08 9844.46 2350.21 7494.25 540.58 6953.67 1625.42 1551.66 6774.11 2779.09 373.073 724.784 2084.94 497.134 227.65 555.562 389.422 1463.99 1297.55 694.144 296.51 289.457 179.561 558.291 247.763 101.775 internal_count=120000 113454 90525 38633 34653 51892 10975 40917 6523 34394 8087 7812 33540 20904 3234 2888 16313 1844 1044 22929 20984 13749 10996 4591 5228 5185 854 3980 1776 687 is_linear=0 shrinkage=0.05 Tree=311 num_leaves=31 num_cat=0 split_feature=499 499 272 501 413 397 400 398 364 422 402 473 469 516 442 434 460 499 503 337 506 445 266 516 495 466 516 398 444 328 split_gain=70.6405 81.9454 51.5746 45.3564 51.4134 48.4089 35.0905 28.9926 28.1237 27.3728 27.0622 24.3317 20.3951 18.9133 17.8354 17.4658 17.3704 17.0821 16.4088 17.7081 15.5397 14.3584 14.006 13.9435 13.464 13.128 12.4393 11.5506 11.5122 11.3291 threshold=0.44043914973735815 0.41324219107627874 1.5348296165466311 0.3308039009571076 -0.63128086924552906 -0.064702704548835741 -0.67270323634147633 -0.75173687934875477 -0.31584280729293818 -0.36050771176815027 -0.79229244589805592 -0.047240361571311944 -0.53149721026420582 -0.38610580563545221 -0.46827968955039972 -0.71830603480339039 0.076859533786773696 0.19487819820642474 0.44141182303428655 0.17636896669864657 -0.34626437723636622 0.041172647848725326 -0.68388479948043812 0.059172444045543678 -0.39464716613292689 0.33725659549236303 -0.50299826264381398 -1.3963463902473447 -0.61273327469825734 0.87354373931884777 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 12 16 21 27 20 -1 14 26 -4 -10 -11 25 -12 19 -14 -7 -8 -19 -9 -17 -5 -2 -6 -24 -22 right_child=2 -3 13 4 8 9 7 23 11 15 17 -13 18 -15 -16 24 -18 22 -20 -21 29 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.027831079571209047 0.12095826636838994 -0.028134308258864739 -0.0093563176316004554 -0.0080502438754545425 0.0025541953087247814 -0.021388266802043483 0.014666768321949651 -0.010750142423779141 -0.0042161179851981576 -0.0066787783756695049 0.026386349142375809 -0.022284547831915733 0.0094516198569673596 0.02868179679129192 0.023061373926385621 0.015920921376897212 -0.02618806322478617 -0.026349430517605077 -0.013016292387789613 -0.022274778878282084 0.0010941628276394822 -0.0042175648298668619 0.025472024335479085 0.0072658521842301985 0.032182000327286991 0.025513805563874167 -0.019374499529026291 -0.021704933906496797 -0.0033188688078675914 0.03526145290306025 leaf_weight=57.434119357261807 1.4854985182173539 517.01694363541901 38.696955734631047 337.11481251241639 52.805019415449351 65.19658325240016 585.88827462075278 311.52820471930318 163.42053248570301 56.493127855472267 100.0062609242741 110.4184174957918 395.17128500738181 202.37182566267438 94.309255443164147 318.67026725970209 133.93268767511472 37.841202418785542 153.97212890442461 49.318103541620076 128.60125632002018 121.01877826824784 56.232882161391899 163.46311476361006 214.72757306951098 31.736462914850563 179.08590753353201 628.41563245444559 89.817090591299348 29.903071929002181 leaf_count=1075 30 29667 1302 2699 507 1078 4573 4994 2728 467 19845 3270 2951 1790 1362 2126 1067 723 2746 378 1831 768 802 1553 6616 237 2152 18638 1744 281 internal_value=-0.00242286 -0.0155825 4.92299e-05 -0.00120399 -0.00511207 0.00550176 0.000296571 0.00500602 -0.0137992 0.0140322 0.00341785 -0.00264785 -0.00340138 0.0225537 0.00575102 0.0196795 -0.0107628 0.00976487 0.00103536 0.00591597 -0.000839178 0.0114267 0.000688948 -0.00453938 0.0224812 -0.00514266 -0.018126 -0.019817 0.00774198 0.00758978 internal_weight=5426.09 858.348 4567.74 4326.68 2734.05 1592.62 1684.68 1181.9 1049.37 813.592 341.332 368.148 779.033 241.069 257.73 589.891 502.784 283.897 598.462 444.489 223.701 706.907 183.891 474.991 533.398 368.851 180.571 681.221 146.05 158.504 internal_count=120000 53856 66144 63052 42396 20656 15891 11888 26505 12399 24189 7360 8257 3092 4090 9209 4003 23114 6075 3329 3190 5341 3269 6547 8742 2936 2182 19145 2546 2112 is_linear=0 shrinkage=0.05 Tree=312 num_leaves=31 num_cat=0 split_feature=463 454 297 501 361 281 386 317 331 497 417 311 505 499 343 175 179 498 500 497 434 517 482 331 510 513 373 308 474 459 split_gain=14.6469 18.6737 20.4272 18.0206 15.3382 24.8437 24.8718 16.7677 15.3314 15.1891 14.5593 13.2531 13.2483 13.5733 13.0109 15.3846 15.6917 12.6649 14.2112 18.9024 15.8426 12.5108 12.4204 19.7103 12.3788 12.0228 11.7121 11.467 11.3318 11.1959 threshold=-0.15767777711153028 -0.092470921576023088 -0.89999854564666737 0.14064095169305804 0.14860101044178012 -0.058368787169456475 2.0081393718719487 -1.1279209256172178 -0.99563884735107411 -0.24490199983119962 1.2060599327087405 -0.1899432688951492 -0.61834797263145436 0.43243752419948583 1.129622280597687 -0.6496937870979308 0.27644303441047674 -1.456555128097534 0.59171512722969066 -0.24795303493738172 -0.83536586165428151 1.4056785702705386 0.17257569730281833 0.21827384084463122 0.014613745268434288 0.28387187421321874 0.22868053615093234 0.91461229324340831 -0.62984618544578541 -0.12200834229588507 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 26 24 5 8 -7 -6 -1 10 27 29 -9 -14 15 22 28 -10 20 -20 -19 -11 23 -5 -2 -16 -3 -4 -17 -12 right_child=1 2 9 14 7 6 -8 12 17 21 11 -13 13 -15 25 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0048864787365771878 -0.0059303518037914539 -0.012881691142373284 -0.0028589509499438483 -0.0041668641008868208 0.0048361877815142904 0.020079538582142752 -0.010005640802710535 -0.01488953691285121 -0.0042018442641605525 0.0080317078531687066 0.032523104048161715 -0.0078681750987343087 -0.012591027685698534 -0.00062362012850702378 -0.0041221819406449698 0.0041540613122523409 -0.016536165485887679 -0.007241712278934379 0.012643132510367874 0.0025842321952662377 0.003164236614110283 -0.0016179673425143247 -0.003182536903914809 0.015770626315202485 -0.029356244756726158 0.0140467765856035 0.0045584975178897987 -0.022108384202060894 -0.0072944527344410183 -0.019644287003872898 leaf_weight=671.69352230825461 117.75612397154327 340.27674747945275 580.57325933512766 237.69120227196254 909.95216104935389 365.00103522883728 84.312863213242963 216.60655750031583 541.70008348033298 1434.4718324525747 70.711213124799542 48.561570526333526 266.96297171257902 2111.0810299018631 160.31165596097708 282.64503383566625 357.16110247559845 414.41629299637862 884.50036357098725 992.82155702426098 3097.237115927157 437.48597451031674 1215.1840553283691 258.22481613513082 109.39540020900313 209.54265892575495 133.66102658992168 89.365386264398694 911.51678209681995 11.838482962222768 leaf_count=3464 1105 9550 3481 1528 4206 5990 352 961 2510 7233 1248 4813 1323 10653 1038 1804 3825 1606 3731 5106 16048 2684 6298 1315 5817 988 523 1635 6597 2568 internal_value=0.00052446 -0.00124749 0.00161 -0.00357874 0.00170101 0.00304478 0.014422 -0.00100141 0.00226956 0.00330761 -0.00244954 0.0127702 -0.00305071 -0.00196968 -0.00272245 -0.00373101 -0.00733709 0.00308095 0.003814 0.00732657 0.00193462 0.00577389 -0.0004585 0.00620565 -0.0172421 0.00615902 -0.0079527 -0.00543708 -0.00458041 0.0249665 internal_weight=17562.7 7006.37 3146.95 3859.43 10556.3 7051.68 449.314 3504.6 6602.37 2673.01 801.05 131.111 2594.65 2378.04 3632.28 3262.42 1551.32 5930.68 5388.98 1877.32 3511.65 1871.96 1711.1 495.916 227.152 369.854 473.938 669.939 1194.16 82.5497 internal_count=120000 64050 33735 30315 55950 38807 6342 17143 32465 23662 13745 8629 12937 11976 23393 21367 12226 29001 26491 8837 17654 9917 9141 2843 6922 2026 10073 5116 8401 3816 is_linear=0 shrinkage=0.05 Tree=313 num_leaves=31 num_cat=0 split_feature=516 46 328 264 285 203 484 260 32 520 430 335 508 173 443 337 370 396 384 297 511 493 164 483 253 469 59 495 440 165 split_gain=15.9185 15.4678 16.299 15.1923 22.1439 19.1262 18.6937 16.5257 16.4398 14.3695 14.0915 13.237 12.8504 12.1866 14.1667 12.1693 11.4963 11.3192 12.5017 11.2568 11.0669 12.7994 11.2646 10.4901 10.1712 9.91476 9.90512 11.9026 11.5236 14.6404 threshold=1.9316938519477846 0.22105360031127932 -0.32611823081970209 -0.07339147105813025 -0.39957986772060389 0.0057851418387144813 -0.93752920627593983 0.23625162243843081 0.43362401425838476 3.9705567359924321 -0.9930310547351836 0.53335717320442211 -0.21311723440885541 -0.20623777061700818 -1.3554366230964658 0.31875735521316534 -1.1355816721916197 0.33358818292617803 0.13180559873580935 -0.56006017327308644 1.0153235197067263 -0.14746729284524915 1.5237420797348025 -0.48550996184349055 -0.29745741188526148 -0.53316709399223317 -0.296267420053482 -1.0193408727645872 -0.49870692193508143 1.2678038477897646 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 26 5 10 8 13 12 20 11 23 -10 -8 14 -7 -15 -12 18 25 -9 22 -22 -1 -5 -18 -6 27 28 -3 -30 right_child=-2 2 -4 4 17 6 7 19 9 -11 16 -13 -14 15 -16 -17 24 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0025563671723595957 -0.030417068530122701 0.00084745776587970322 -0.012444881099857997 0.019692052008528797 0.019174944772569175 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138.58978333394043 413.01288110180758 312.25144560099579 218.00168891344219 350.84704478282947 513.33632026310079 20.071070520207286 13.030723148025571 leaf_count=13560 6524 183 8606 152 132 495 15842 1402 3673 106 2816 4794 14741 3034 4542 278 5686 11900 1545 2188 1425 1453 721 2425 3414 1936 2989 3197 138 103 internal_value=0.000239998 0.000324133 -0.00471846 0.000820898 -0.00298315 0.00153112 2.37639e-05 -0.00116864 0.00420929 0.00880039 -5.97875e-05 0.00949028 -0.00193329 0.00518971 0.00129876 0.0107034 0.00274794 -0.0115569 -0.00744338 0.00760737 0.0021081 -0.00538098 0.00337035 -0.00766119 -0.000639171 -0.0150327 -0.000902059 0.00312508 0.0236585 0.0439 internal_weight=15486.7 15444.6 1384.08 14060.5 2210.94 11849.6 7583.39 6160.53 4266.17 1338.61 1649.28 1315.53 5667.38 1422.86 834.794 588.071 1203.97 561.665 421.509 493.147 2927.56 421.64 2505.92 445.305 812.302 237.242 926.97 576.123 62.7864 33.1018 internal_count=120000 113476 15216 98260 30006 68254 42522 34173 25732 8573 14493 8467 30583 8349 5037 3312 11916 15513 3613 3590 17159 2878 14281 2577 9100 2068 6610 3621 424 241 is_linear=0 shrinkage=0.05 Tree=314 num_leaves=31 num_cat=0 split_feature=499 499 264 263 352 411 516 503 319 475 516 512 515 392 410 516 503 466 198 410 335 130 422 516 513 502 395 427 496 515 split_gain=67.8273 77.8422 46.7802 40.2846 33.9739 29.755 28.7742 28.8497 27.8576 25.9879 21.252 25.8084 21.0059 20.4625 23.9892 19.4382 18.6229 18.2918 16.3562 16.0296 14.8644 16.0785 14.5182 14.1386 15.7559 16.6724 14.1172 14.0912 13.7021 13.6459 threshold=0.44043914973735815 0.41324219107627874 -0.45798850059509272 -0.13143564015626905 -0.10288203880190848 -0.53649562597274769 -0.25371871888637537 -0.0074631276074796906 0.70283889770507824 -0.15744177252054212 0.27931042015552526 0.65698748826980602 0.021385414525866512 -0.50417414307594288 -0.59360575675964344 0.07637717574834825 -0.51148492097854603 -0.49591298401355738 -0.23575013875961301 -0.69168362021446217 -0.6733526587486266 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0.01047660807541489 -0.030806692314990444 0.012664714064589428 0.027488262186556273 -0.0077313845952814821 0.010094829728839912 -0.00016029905677396016 leaf_weight=156.25748177373316 66.819545928621665 504.30694590939675 93.886178478598595 363.81051340675913 565.58002629922703 73.243657910497859 44.061335016973317 271.09640871337615 105.4131079526851 157.74364110454917 96.850047935498878 336.39540577377193 91.978741678409278 132.23132095858455 380.36897681211121 158.99050158099271 163.18218310666271 298.77883809967898 105.67463078873698 191.47371793258935 165.0845319184009 141.20245809177868 33.885847845347598 155.78678715554997 60.888199409469962 98.984379648114555 21.963639260036871 178.66937787865754 48.802437273785472 118.45062870229594 leaf_count=2953 476 29667 2545 8962 8715 636 218 2763 1831 21012 831 4365 673 1832 3657 3783 3900 3478 2177 1145 2173 2864 410 1235 767 1382 224 3222 437 1667 internal_value=-0.00240299 -0.0154518 1.04499e-05 0.00487273 -0.00528548 0.0100482 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14.612 13.8428 15.0398 12.9216 12.6051 12.3931 15.8796 12.0977 11.7126 16.9792 20.9646 15.7038 29.1116 13.208 12.6706 10.7227 10.6716 10.5832 threshold=2.1909917593002324 0.69274204969406139 2.8345719575881962 -0.87207764387130726 0.70195019245147716 0.20301254838705066 -0.016812394373118874 1.3266081213951113 0.66841390728950512 -0.28960035741329188 -0.83717995882034291 0.51979315280914318 1.6915503144264223 -1.3554341793060301 -0.29231293499469752 0.68139535188674938 -0.59026998281478871 1.3400374650955202 -0.082846663892269121 -0.003736311686225235 0.95673474669456493 -0.34581418335437769 0.42468896508216863 -0.0081549696624279005 -0.77321335673332203 -0.44324849545955652 1.1117112636566164 -0.65124666690826405 2.062477827072144 0.15493159741163257 decision_type=2 2 2 2 2 2 2 2 2 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 17 7 -7 11 -9 15 29 12 16 -13 -15 -4 -3 28 -19 -8 23 25 -23 26 -25 -22 -5 -10 -1 -6 right_child=-2 5 9 20 10 6 19 8 27 -11 -12 13 -14 14 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0065473592801625485 -0.029891087715897404 0.0010333354561390719 0.021182064859304104 -0.0031571090038695925 -0.026200169079396814 -0.017306509439249548 -0.0020662661427696019 0.0078837636796997915 0.010267170368710211 0.026616911780325936 0.016333614151283152 -0.017440001236941477 -0.022147159769821637 0.004217906985686689 -0.0070129254314278827 -0.012082918734828162 0.010181663777240361 0.030320576967004215 -0.045586006755146534 0.012913633145734127 0.0086104983169172245 1.9719875424922964e-05 0.022458067848069727 0.0087405385203563318 -0.00044986939304006066 -0.0059036811748067429 0.01446487496968593 0.046940803214862173 0.0084914062657278893 0.05208881849020356 leaf_weight=2494.2861877178075 37.86528326140251 555.62006437033415 49.05295102763921 3416.9142300206004 36.316505610942841 153.57417850056663 999.49055325658992 246.01564767677337 31.798923273570836 111.65585832181387 163.09170523937792 103.0918575655669 43.152080021798611 1210.8742710025981 395.14119684649631 71.715389658464119 1176.6448184275068 44.653967685997486 8.0070202256320027 155.68280200404115 273.42210268962663 178.59940700326115 250.95950809167698 1139.4421696251957 3529.9458402429009 366.96116483479273 104.95746691559907 55.465913940221071 123.45033324579708 4.7677561100572339 leaf_count=10655 6058 2120 441 31292 161 1392 5520 997 171 2067 857 715 176 6539 2421 499 5268 165 38 907 1168 913 3690 5588 20300 1776 7194 263 621 28 internal_value=0.000509542 0.000575797 -0.000341459 -0.000607808 -0.00428577 0.00278968 -0.00207302 0.00445794 0.0146563 0.0135385 0.00961908 0.00348068 0.00653193 0.000307929 0.00145132 0.00139343 0.00725047 -0.00535111 0.0186198 -4.21529e-05 0.000533283 0.00545304 0.0131426 -0.000108784 0.00179188 0.000285955 -0.00263013 0.0336614 -0.00583594 -0.016889 internal_weight=17532.6 17494.8 12368.2 12135.8 2874.57 5126.55 1308.75 3817.8 333.28 232.424 204.176 3484.52 1775.42 1709.11 1606.02 120.768 1732.26 2670.4 52.661 1155.17 9261.2 1069.94 429.559 8191.26 4669.39 640.383 3521.87 87.2648 2617.74 41.0843 internal_count=120000 113942 87453 84446 12525 26489 7819 18670 1431 3007 1046 17239 7564 9675 8960 940 7388 11479 203 6427 71921 7547 4603 64374 25888 2944 38486 434 11276 189 is_linear=0 shrinkage=0.05 Tree=316 num_leaves=31 num_cat=0 split_feature=395 80 237 511 161 452 44 443 444 519 507 23 515 174 452 153 471 409 477 15 430 404 427 45 505 484 453 454 227 345 split_gain=15.3761 17.2299 26.5657 16.3516 16.2225 14.4494 15.237 14.0136 13.9149 13.2974 13.1313 13.1152 13.0987 13.0961 12.4057 13.3038 11.7814 11.6987 13.8694 11.5198 11.2773 14.7493 11.1284 15.7871 11.1771 10.8079 10.7476 10.1056 9.95926 9.95186 threshold=2.0481899976730351 -0.13431383669376371 -0.076446671038866029 0.52525663375854503 -0.17425559461116788 1.9190909266471865 -0.24651811271905896 1.2028815746307375 0.17736893892288211 -0.63721138238906849 1.0030675530433657 -0.54525330662727345 1.0216174721717837 0.45020604133605963 0.20149863511323932 -0.11346672475337981 0.73452803492546093 0.1912203058600426 0.74057158827781688 0.031255944631993778 -0.70293283462524403 0.91453713178634655 -0.53981539607048024 -0.11001678183674811 -0.21484967321157453 -1.1776688694953916 0.95070508122444164 -0.14484975486993787 -0.42420095205307001 2.1308552026748662 decision_type=2 2 2 2 2 2 2 2 2 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 10 5 29 7 -7 8 12 11 22 -5 -1 28 15 -4 -10 18 25 -9 21 -19 -3 -24 -25 -11 -17 -22 -8 -2 right_child=4 2 14 9 -6 6 13 19 16 17 -12 -13 -14 -15 -16 26 -18 20 -20 -21 27 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0001271986750067985 -0.015276682692100099 0.0047435307080021432 0.0035858064834798859 0.0002836186401828828 0.0033142552251873569 -0.0096264008189086859 0.023787388644354902 0.0073100240585800185 0.005224960834341888 0.013216931756585735 -0.010379361377966049 -0.020071954843143842 0.01404293858400283 -0.04506599858621551 -0.016747137132382694 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95 3988 10221 1404 742 2150 587 3970 241 9099 7265 8962 12097 2634 688 177 22 internal_value=0.000239647 0.000548244 -0.00169323 0.00183824 -0.00782186 0.00326737 -0.00466247 0.00397664 0.00293576 -0.00118575 5.87199e-05 -0.010853 0.000711928 0.00990172 -0.008657 -0.00513981 0.00607421 -5.04098e-05 -0.00225564 0.00969586 0.00483551 -0.00782133 0.000783392 -0.000943808 0.00248077 -0.00106736 -0.010129 0.00747495 0.0143688 -0.0142059 internal_weight=15466.1 14896.6 5440.09 9456.49 569.533 6422.76 526.688 5896.08 4989.1 3033.72 4346.08 318.289 2921.03 133.599 1094.01 763.053 2068.07 2715.43 1871.72 906.978 843.711 145.226 4064.47 2829.3 1536.15 1739.89 485.822 698.486 123.711 362.273 internal_count=120000 115305 55256 60049 4695 37345 2682 34663 30844 22704 36041 1866 17773 700 19215 15227 13071 20838 15197 3819 5641 983 32374 25326 16227 13047 12855 4658 605 2705 is_linear=0 shrinkage=0.05 Tree=317 num_leaves=31 num_cat=0 split_feature=499 499 272 516 505 512 415 386 497 450 402 516 512 506 392 514 404 395 500 330 263 510 499 165 418 501 445 503 395 266 split_gain=64.9728 74.4067 47.3549 42.2789 49.0592 43.5037 30.0743 28.3583 28.3358 26.4622 24.946 21.9452 35.9506 21.6427 20.2734 19.0725 17.3723 16.3511 16.3333 16.2891 17.1264 16.0702 15.8379 14.2639 14.175 13.7521 19.9503 13.7186 13.4003 14.4514 threshold=0.44043914973735815 0.41324219107627874 1.5348296165466311 -0.045815415680408471 -0.047230834141373627 0.6788156032562257 -0.40240204334259028 -0.67313644289970387 0.36196959018707281 -0.93046838045120228 -0.79229244589805592 -0.28973394632339472 0.55002695322036754 -0.37520641088485712 -0.11764422059059142 0.20564823225140574 -0.87541911005973805 1.6006544232368471 -0.072726853191852556 -0.25062718987464899 3.7624902725219731 -0.61314499378204335 0.19487819820642474 -0.51105740666389454 -0.96536934375762928 0.2367375120520592 -0.40575331449508661 0.42212934792041784 -0.070262193679809556 -0.68388479948043812 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 4 6 21 11 9 19 -7 -1 13 -13 -2 18 -4 27 -11 -10 -6 -21 -5 -12 -8 -25 -23 -27 -9 -24 -30 right_child=2 -3 15 5 8 7 23 16 14 17 22 12 -14 -15 -16 -17 -18 -19 -20 20 -22 25 28 24 -26 26 -28 -29 29 -31 leaf_value=-0.027432010877932796 -0.021462334760457731 -0.027617028648331932 -9.9271410827444823e-05 -0.010776105236533053 -0.024904755286658475 -0.014390367872816213 -0.001963969568796106 0.017386342569312065 -0.027244738005551307 0.0076052163046139631 0.025646442732032572 0.018168455969416693 -0.0075075003699190956 0.0019120946923849678 -0.015132833388645909 0.030851345171910356 -0.014494907282182319 0.033180238856963487 0.017801382523043179 -0.0096999404075448076 0.18864466613995068 0.02984462051124849 -0.016981099167864697 -0.010785930862626122 0.020892236265949129 0.019646764628909606 -0.0057660638850726888 -0.015393101105097371 -0.021937415997835545 0.020676924053146903 leaf_weight=55.928786320379004 275.59383290912956 492.15538231772371 70.306982309557498 53.065181156620383 466.01701564190444 124.62624905444682 146.94692541111726 91.005807905457914 23.46081284340471 435.61264944449067 95.236578843556345 213.46869112597778 376.66083324467763 153.9374362132512 136.73063953476958 167.70672022062354 409.10574447619729 73.123810888268054 135.5710619869642 236.45517127227504 0.99132005055434902 169.66275001759641 68.392925177700818 40.198389756726101 276.51143910654355 283.8356601819396 105.65961578255519 48.910018362104893 25.523689400870353 87.810107267461717 leaf_count=1075 5099 29667 1578 347 14167 1156 1831 544 836 3011 19845 1532 3304 1919 1943 1514 5168 438 1196 4810 20 7349 1540 467 2985 2653 1867 410 421 1308 internal_value=-0.00236785 -0.0152689 -9.0838e-06 -0.00121833 -0.00544576 0.00462682 0.000320046 -0.000971178 -0.0140091 0.00623307 0.00297475 -0.00447734 0.00177335 -0.0130752 -0.00100523 0.0216916 -0.00929087 0.0112969 0.0111117 -0.0194684 -0.00877175 0.0154448 0.0091407 0.0108798 0.0168536 0.0179436 0.0127404 0.0058892 0.000453772 0.0110249 internal_weight=5340.21 825.047 4515.16 4277.15 2482.54 1794.61 1483.32 1182.38 999.226 633.363 332.892 1019.66 590.13 429.531 295.763 238.014 549.022 508.736 159.032 703.464 237.446 612.223 276.963 463.657 316.71 559.158 389.495 139.916 181.727 113.334 internal_count=120000 53856 66144 63052 40109 22943 17137 10727 22972 4605 24189 11854 4836 7018 3975 3092 6122 3449 2032 18997 4830 12216 23114 5283 3452 11869 4520 954 3269 1729 is_linear=0 shrinkage=0.05 Tree=318 num_leaves=31 num_cat=0 split_feature=18 437 498 511 473 506 512 507 281 515 285 512 111 240 490 260 311 507 77 256 163 501 495 455 440 471 505 497 104 502 split_gain=14.0234 17.7803 17.3363 16.6563 16.5433 19.0904 16.4989 16.2395 16.0615 15.3297 14.6418 14.058 13.6448 16.6401 16.7251 15.1339 16.0576 18.4142 15.0508 14.6042 19.7616 15.4187 13.2053 13.792 16.4988 14.226 12.6626 12.2097 11.3394 11.2008 threshold=-0.4870146363973617 0.8932476043701173 0.62998831272125255 1.3795545101165774 -0.53943079710006703 -0.14894245564937589 -0.14137917757034299 -0.40065529942512507 -0.41000805795192713 -0.094022724777460084 -0.40164639055728907 0.51651039719581615 -0.62297216057777394 -0.044782031327486031 0.12803935259580615 0.27926246821880346 -0.24312738329172132 -0.51211962103843678 -0.23022628575563428 -0.20617730170488355 0.15968808531761172 0.82091256976127636 -1.0132722258567808 -0.8235378861427306 1.0000000180025095e-35 -0.1890623942017555 0.81947082281112682 -0.095782663673162446 0.16546702384948733 -0.27148537337779993 decision_type=2 2 2 2 2 2 2 2 2 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 12 -1 7 -4 9 27 -6 -5 -7 26 15 18 19 17 -17 -15 21 -21 -14 -8 25 -25 -24 28 -3 -2 -9 right_child=3 8 6 10 5 11 22 29 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.003832368640029676 -0.00035057798073420405 0.012064128981001379 -0.012860762732600346 0.012069492080329626 -0.00084108612860990929 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487.3999503441155 2581.345418185927 542.64741292595863 52.549681273754686 137.23460555507336 57.808434732840396 181.19409064366482 701.04149510560092 leaf_count=6499 3713 383 726 228 3831 3761 524 894 4086 885 2639 4544 25496 1116 9461 562 3488 1285 5693 6755 4610 1035 2946 13411 2908 276 1790 298 2725 3432 internal_value=0.000494347 0.00192555 0.00145871 -0.000905273 -0.000702523 -0.00278491 0.00387315 0.0007034 0.0129467 -0.00427671 -0.0164257 -0.00733846 -0.000601332 6.04891e-05 0.00907929 -0.000529881 -0.00875188 0.000459042 0.0116688 9.76065e-05 0.00419797 -0.00121029 0.00450206 0.00503103 0.00630679 -0.0023407 -0.00653649 3.07352e-05 -0.00391964 0.005499 internal_weight=17499.1 8653.67 8302.55 8845.41 4379.94 3002.4 3922.61 1699.48 351.118 833.194 169.477 1302.92 8675.93 7804.88 479.95 7324.93 519.86 247.172 445.868 6805.07 1646.56 5158.51 3780.88 3663.94 3123.99 539.95 871.054 143.28 733.819 866.284 internal_count=120000 49404 44637 70596 23846 17347 20791 9042 4767 4716 2867 8305 67729 59501 16270 43231 5335 1847 6809 37896 11365 26531 20065 19541 16319 3222 8228 681 6438 4326 is_linear=0 shrinkage=0.05 Tree=319 num_leaves=31 num_cat=0 split_feature=391 501 516 495 394 398 393 452 504 498 509 504 338 289 430 501 505 425 422 416 521 443 424 332 149 302 408 357 493 444 split_gain=15.1246 20.4327 35.0761 31.1254 24.6107 20.7478 21.0992 19.7184 24.3005 18.4536 18.155 18.0405 16.4925 16.3767 14.8219 14.4791 14.1424 15.9067 19.0848 13.4719 13.3931 12.8101 12.1501 12.0561 11.3117 11.1588 10.9462 10.156 10.0315 9.94754 threshold=2.2624942064285283 0.24311848729848864 -0.42007783055305475 -1.0263541936874387 -0.33687326312065119 -0.91063186526298512 -0.21046733111143109 0.52911999821662914 -0.61967068910598744 0.48194494843482977 0.16692070662975314 -0.5732942223548888 0.99950578808784496 -0.81592893600463856 -0.016270759515464302 -0.37842439115047449 0.25399670004844671 0.39061847329139715 0.56888478994369518 -0.46173408627510065 1.2273812890052798 0.029929342679679397 -0.8197389245033263 -0.51739677786827076 2.3011240959167485 0.94057124853134166 -0.81885793805122364 0.98314300179481517 -0.1192052587866783 2.7049969434738164 decision_type=2 2 2 2 2 2 2 2 2 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 20 22 6 19 9 -9 14 -10 -2 -11 -13 -7 -4 17 18 -17 23 27 26 -1 -5 -23 -6 -18 -3 -21 -19 right_child=11 3 15 5 25 7 -8 8 10 12 -12 13 -14 -15 -16 16 21 29 -20 28 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.012208141108435606 -0.021336108807564879 0.010169973639421305 -0.025777662029672396 -0.0004041231812090206 0.015033877579750096 0.0030523113611343063 0.0057306018479667455 -0.030086693028459306 0.0015829472156427037 -0.00088852469279937897 -0.0087047427720839451 -0.0077150142168000355 0.0067170746318504886 0.016772752847180314 0.010533301114668679 -0.0037546140310133393 -0.028154237594540357 -0.025655307053677957 -0.021601684991070361 -0.016146586060269388 -0.020819221668068631 0.00600560411944457 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0.00438114 0.000326858 -0.00407089 0.00131912 -0.00314792 0.00245665 -0.00199903 0.00895056 0.000513243 0.0120424 0.00552822 -0.00798813 -0.00685014 -0.0102497 -0.00751035 -0.00653029 0.0140057 -0.000684245 -0.004448 -0.0033945 0.00486212 0.0126609 -0.0102817 0.0162358 -0.012685 -0.0236453 internal_weight=15439.9 14958.1 2637.79 12320.4 840.908 11889.5 2187.78 9701.7 1968.18 7733.52 1887.95 481.766 4737.69 437.345 2995.83 1796.88 1689.24 1088.32 903.981 1749.37 430.887 600.926 406.683 1159.55 380.541 434.226 220.386 405.139 589.816 184.335 internal_count=120000 116733 39615 77118 22196 74630 14507 60123 14140 45983 9221 3267 25981 1941 20002 17419 11954 6847 5971 12349 2488 5107 14677 6559 2747 7519 2360 2269 5790 876 is_linear=0 shrinkage=0.05 Tree=320 num_leaves=31 num_cat=0 split_feature=498 505 516 515 516 398 466 515 463 496 516 513 477 359 505 391 407 438 455 498 450 438 386 516 500 505 479 414 505 479 split_gain=58.4231 53.3489 49.8384 63.5073 35.9026 39.0384 40.8113 33.7232 33.3699 30.4669 30.2574 29.8544 23.8258 25.0353 21.1512 21.0166 17.5605 16.9259 15.2069 14.8197 14.3346 14.2864 14.0504 12.2169 11.999 11.2713 11.0535 10.0861 9.8598 11.3485 threshold=0.68856248259544384 -0.91731533408164967 -0.307663545012474 -0.18090274184942243 0.095541097223758711 1.0000000180025095e-35 -0.29926164448261255 0.56328448653221141 -0.15572026371955869 -0.048301821574568742 0.38376969099044805 0.5375746786594392 -0.62054952979087818 -0.42155374586582178 -0.84064537286758412 -0.47936558723449701 -0.016422851942479607 -0.60465967655181874 1.1786790490150454 0.998150795698166 -0.78743532299995411 1.4347078800201418 -0.50409132242202748 1.9316938519477846 -0.74027910828590382 -0.91731533408164967 -0.16832100600004193 -0.6881704032421111 0.088977385312318816 -0.48324389755725855 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 8 20 5 6 11 28 14 16 22 -5 -10 25 -1 -8 -3 -15 -19 24 -4 -7 -9 -12 -18 27 -26 -14 -6 -30 right_child=1 9 3 4 7 21 15 10 12 -11 23 -13 13 17 -16 -17 19 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=0.004156287413955643 0.027687571383599126 -0.018832162380287596 -0.0016675142714612651 0.0043159822044741792 0.033538577100064096 -0.020514772772368666 0.016516616041915805 -0.00070600946939357713 -0.015943500907921918 -0.029734991251273157 0.0088398602850530174 -0.012357861120596829 -0.008221643971869334 -0.015775432369471855 -0.023434449626947164 -0.0033106358245368994 -0.035233627299194957 0.021424403733540844 0.099290593466076008 0.0358878500958923 0.037699722141924463 0.012042372164410071 -0.02123646057701313 0.032048508520074473 -0.0077455208937174322 -0.012150485711074913 0.027413743543024578 0.045336881849518063 -0.013755787963037483 0.020682813817271842 leaf_weight=82.7649443782866 66.112644575769082 191.05552961188368 26.964576287660748 462.9760910528712 124.63164621242322 338.86262705153786 445.29327491950244 302.54497375013307 190.18901837966405 346.87131006806158 372.38484756671824 637.6450406871736 16.998952779918909 30.62229307484813 421.77929479640443 190.36317640682682 24.136215249774978 159.85178946214728 6.4806379983201614 29.154191066510975 152.33090183278546 37.14842180442065 115.20910486159846 67.144346622051671 66.7698467024602 167.93886628746986 33.410366907715797 17.763561808504164 28.405365828890353 144.592225463246 leaf_count=942 19187 5119 314 4208 758 6194 3692 2465 3210 23326 2900 5873 108 769 17126 2240 737 2152 50 342 3622 305 1261 4627 1530 3359 428 113 209 2834 internal_value=-0.00230842 -0.0151624 -0.000162743 0.00278791 0.00119589 -0.00267796 0.000482786 0.00828495 -0.00945904 -0.0192704 0.00324285 -0.00533971 -0.00137423 0.00554876 -0.0188987 0.0105714 -0.00871445 0.0182468 0.0245461 0.00385258 0.0317537 -0.0172826 -0.00638363 0.0124032 -0.00364282 -0.00676749 0.00394597 0.0190548 0.0227853 0.0149946 internal_weight=5298.4 757.51 4540.89 3446.5 3267.2 2112.29 1736.28 1154.91 1094.39 691.397 857.283 1100.62 589.845 399.656 504.544 635.656 344.526 196.955 166.332 153.471 179.295 376.011 417.754 439.529 124.316 202.701 100.18 34.7625 297.629 172.998 internal_count=120000 50669 69331 41502 37566 22512 16013 15054 27829 31482 11253 10081 9761 6551 18068 5932 8156 2971 2202 3037 3936 6499 3726 7527 2695 3580 1958 221 3801 3043 is_linear=0 shrinkage=0.05 Tree=321 num_leaves=31 num_cat=0 split_feature=399 513 516 522 461 260 452 508 451 409 430 338 466 202 361 392 242 247 150 512 499 502 292 311 394 394 517 515 375 413 split_gain=13.4425 19.2612 23.1648 22.1123 19.6392 16.625 15.8038 15.4765 15.0806 14.9846 15.3671 14.2875 14.2807 13.9301 13.852 13.7786 13.3515 13.2464 15.2564 12.8501 19.1132 12.7679 14.5629 12.4966 12.4148 12.3447 12.3418 12.569 12.1618 11.7075 threshold=-0.46940010786056513 0.51993361115455639 0.43923738598823553 0.42723967134952551 1.2453565001487734 0.51753449440002453 1.5988337397575381 -0.2229705676436424 -0.2500625997781753 0.11956001073122026 -0.87062558531761158 0.19710085541009906 0.86666110157966625 0.074771475046873107 -0.60896229743957508 0.040181512013077743 -0.47905403375625605 -0.21800561249256131 -0.39690588414669031 0.070438712835311904 0.43831233680248266 -1.0460999011993406 -0.30557097494602198 -0.23943874984979627 0.58702322840690624 1.3836674690246584 1.3291634321212771 0.56328448653221141 -0.36021900177001948 1.6540845632553103 decision_type=2 2 2 2 2 2 2 2 2 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 26 8 15 -5 9 11 17 21 13 -9 -10 25 19 18 -11 -16 -21 -2 -23 24 -7 -1 27 -3 -12 -17 right_child=5 2 -4 7 -6 23 -8 12 14 10 28 -13 -14 -15 16 29 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0073214077003010778 -0.036957671815465665 0.0014346701227174628 -0.012943941121922332 -0.012939698168363413 0.015365370304790349 -0.0049081787204785371 0.0081841250485509102 0.011878984925129619 0.0091615853903575135 -0.00014083738286315098 -0.0029372423965912855 -0.0032034777331498921 -0.023620499060431909 0.00079911502662336278 -0.0037069291997644405 -0.0026627991504516737 0.00011327401256269726 -0.010509374762952429 0.019107708896069803 0.012841551813112573 0.0024154967394367419 0.0021415513443618513 0.011399111711840828 -0.014567605731173543 0.019336446687828409 -0.024728297541314587 -0.018735530949846178 -0.010236376198656203 -0.013750083147066225 0.024090998903201169 leaf_weight=1228.6384909704211 18.662062759394757 715.72664295881987 255.57941136375302 93.015895324293524 145.22541537880898 261.82733948010718 246.43695757130627 1035.0614129337482 990.63562821736559 278.77345332084224 629.09603386174422 945.51875990786357 34.536437604576349 392.15157851856202 316.36849496432114 1684.6275862239418 2435.8903063976904 144.00298408605158 162.64033211267088 816.32853855006397 955.55887898243964 1720.5067045721225 564.92910994682461 268.48192015808308 66.033187427325174 111.33495747880079 128.51701099891216 339.9167638970539 445.13391432911158 41.779810960753821 leaf_count=6490 5713 2882 4257 642 533 2538 1651 5049 5862 1350 3935 7466 180 2012 2173 9022 18883 848 746 3797 4747 8550 3005 7277 546 465 794 1392 4078 3117 internal_value=0.000484035 -0.00132796 0.00147693 0.00275697 -0.00197467 0.00154543 -0.00398777 0.0068058 0.00201032 -4.33682e-06 -0.0038706 0.00196876 0.00806649 0.00883837 0.00380464 -0.00496786 0.00263036 0.00264021 0.00694275 0.00556393 0.00722217 0.00409348 0.00443248 -0.0065713 -5.50475e-06 -0.00877317 -0.00410659 -0.00231928 -0.00742333 -0.00201109 internal_weight=17472.9 6452.55 3139.73 2884.15 1329.39 11020.4 3312.82 1554.77 10424 4909.26 1659.65 3249.62 1461.75 1427.21 5514.78 3066.38 4524.15 585.417 441.414 2088.26 1771.89 2304.1 2285.44 596.342 327.861 1339.97 1184.16 1055.64 1074.23 1726.41 internal_count=120000 38486 17741 13484 5601 81514 20745 7883 71153 35691 10957 24734 7241 7061 35462 19094 29600 2944 2096 10717 8544 17268 11555 10361 3084 6955 5068 4274 8013 12139 is_linear=0 shrinkage=0.05 Tree=322 num_leaves=31 num_cat=0 split_feature=511 507 441 452 497 501 495 497 444 393 429 98 80 22 434 504 79 159 148 276 215 498 477 46 438 508 263 482 27 314 split_gain=15.291 14.6204 14.6998 19.6121 18.2365 17.3731 28.159 30.9487 21.5769 20.5329 15.0223 14.7492 13.5851 13.5848 12.7809 11.8251 12.5617 11.689 11.4005 10.4795 10.3699 9.95212 9.65121 9.51948 8.91477 8.85792 8.61216 8.69752 8.56657 8.17879 threshold=1.3356893062591555 1.8433055877685549 2.4097801446914677 0.95673474669456493 -0.36082842946052546 0.24311848729848864 -0.81789985299110401 -0.29888981580734247 0.24728523939847949 -0.7028103470802306 1.2531507611274721 -0.28345714509487147 -0.13829395174980161 0.091136705130338683 -0.86092245578765858 -0.61967068910598744 -0.080105714499950395 0.1364446431398392 -0.5892636477947234 0.11245130002498628 1.0793499350547793 0.31710208952426916 -0.91096779704093922 0.18880670517683032 -0.97511669993400563 0.40907129645347601 0.86640387773513805 0.68619531393051159 -0.27298828959465021 0.27484551072120672 decision_type=2 2 2 2 2 2 2 2 2 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 8 7 -7 10 -8 -1 15 -10 17 21 -5 -17 22 20 -6 26 -13 -4 -19 -20 28 27 -2 -3 -21 right_child=18 25 4 11 19 6 9 -9 12 -11 -12 14 -14 -15 -16 16 -18 23 24 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.008831654751664305 -0.0037925166231694064 0.010913296013085876 0.011695558089682739 -0.029810158510220681 0.019390722950117349 0.017562232193312485 -0.0026583454245151256 0.0025320925438289546 0.0084786935311181519 0.0024293393691007812 0.010168042806773091 -0.0097669029653867957 -0.0048328325729793155 -0.032011928794060278 -0.01424878406426704 -0.0026893094094930636 0.011715684137706014 0.034429490141512822 0.03056028939830199 0.00045474071408880667 0.03844356360055709 0.01083508242269151 -0.0072024966113481944 -0.014990965604027337 -0.022867031219234089 -0.01838284650147233 0.048617261851126616 -0.057515969675776615 -0.01353340237939659 -0.067221078074300999 leaf_weight=1185.3020882064593 48.806383798131719 71.485070936847478 101.60174331162125 32.697617110563442 291.67004532041028 553.4890612415038 2953.6020989806857 900.8238554734271 488.61494812311139 6032.326662197127 113.72366843809141 126.71371277654544 314.75672932743328 29.787938031367958 528.24780775862746 622.86162687581964 199.7414233071031 44.972070676274598 8.0722492525819671 25.644163099117581 16.331690489081666 108.88738034060225 200.93733826349489 12.211008472135289 150.43197119759861 162.49054789106594 6.3475277193356296 8.8717090270947647 71.568824326852337 5.2693439014255992 leaf_count=13490 481 349 332 2286 1126 2465 18408 5767 5455 34830 704 853 12970 107 4276 3148 968 164 67 117 135 425 723 61 4311 5445 63 91 359 24 internal_value=0.000229783 0.000427661 0.000650415 0.000297551 0.00765996 0.000966428 0.00180179 0.00825658 -0.0031794 0.000756491 -0.00716382 -0.00488051 0.00325713 0.000364395 -0.00992999 -0.00036446 0.000803379 0.00306747 -0.0123192 0.0164508 0.00296628 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threshold=0.44043914973735815 0.41324219107627874 -0.76438233256340016 0.1632671803236008 0.023868372663855556 -0.0058490941300988189 -0.70350423455238331 -0.80761766433715809 -0.31438143551349634 -0.84050837159156788 0.23456776887178424 0.1524506285786629 -0.47120770812034601 0.23175379633903506 -0.076082088053226457 -0.50012379884719838 0.43145342171192175 1.2567511796951296 0.2932653427124024 -0.87086051702499379 0.76769408583641063 -0.47253705561161036 0.39923280477523809 2.7018429040908818 -0.65795832872390736 -0.57984045147895802 1.7770472168922427 0.54629918932914745 -0.29380787909030909 -0.53310397267341603 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 13 6 14 8 7 -4 -6 -8 11 -11 -1 27 25 22 -17 -10 -15 -20 -7 -14 -9 -16 -23 -5 -27 -2 -3 -30 right_child=2 28 3 4 5 20 9 15 17 10 -12 -13 21 18 23 16 -18 -19 19 -21 -22 24 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.021274738687085085 -0.015991973042688321 -0.0325549420028685 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98.421703439205885 253.08483226341195 23.581641419441439 284.03917252179235 10.68962419265881 191.35452519275714 70.578000684501603 2.6025499431416383 21.498614436946809 76.427950321347453 66.822442779317498 leaf_count=1894 12439 23322 769 341 3703 3173 2779 1408 1652 6702 2900 2077 805 457 9496 1430 1817 618 1568 1918 6994 435 2004 516 21055 1221 29 133 4158 2187 internal_value=-0.00228468 -0.0150766 5.9423e-06 0.00263559 -0.00421217 0.00189911 0.00644591 0.0131657 -0.008652 0.00121362 0.00470652 0.00729363 0.0027643 -0.00973953 -0.0180604 0.0158121 0.00779212 0.00592096 0.00171646 -0.00493463 0.0116213 0.0100823 0.0228319 -0.024447 0.0153936 0.00296342 -0.00638551 -0.0146851 -0.0273194 -0.0151982 internal_weight=5254.67 798.283 4456.39 3509.89 1254.33 870.083 2255.56 986.939 417.013 1268.62 1027.84 919.421 324.732 946.498 384.246 911.343 425.8 184.79 285.112 227.052 453.07 249.151 485.543 294.887 214.936 89.3585 73.1806 661.386 473.551 143.25 internal_count=120000 53856 66144 49629 27743 16140 21886 7428 5973 14458 11679 8779 24189 16515 11603 6659 3247 2270 3943 3486 10167 22295 3412 10012 21490 1591 1250 12572 29667 6345 is_linear=0 shrinkage=0.05 Tree=324 num_leaves=31 num_cat=0 split_feature=514 453 393 517 390 398 199 461 387 486 331 497 499 493 515 486 296 410 257 410 184 468 440 490 497 443 202 340 502 316 split_gain=13.8105 13.1969 19.6314 18.732 20.8774 15.4274 13.9652 13.7954 15.1142 13.5091 19.5114 13.2533 18.9111 13.8403 12.8866 20.893 19.2943 16.4507 15.0367 17.5656 16.1603 13.8931 11.4537 11.3235 16.1678 11.9779 11.0362 10.9922 13.3824 13.2851 threshold=1.6183338165283205 -0.49067367613315577 -0.64326292276382435 0.80880317091941845 -0.71544429659843434 -0.17263328284025189 -0.45750972628593439 1.3910855054855349 1.0000000180025095e-35 -0.0071274738293141118 0.24223159998655322 -0.2951600700616836 0.37289343774318701 -0.14897859841585157 -0.5147154927253722 0.39904049038887029 0.73673790693283092 1.8658512234687807 -0.022866669110953804 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0.010990366628620527 -0.0043391679554098828 0.010659129319405531 0.0046350818926591672 0.017618716976142271 -0.017680547848216665 0.052230555759088873 0.0087900448197051322 0.0015844152699250045 -0.011907079035684637 leaf_weight=15.774078828282653 72.488103628624231 2656.2694213300711 266.56801697897026 574.74213864956982 507.74212861136766 293.12637462629937 19.755276630166918 167.03491313825361 106.48397406248841 377.05802321969531 173.27797922911122 1257.5778075086419 1337.6390743982047 729.00933386641555 3290.1641584907193 627.84099139878526 581.16431554488372 137.03604036429897 450.13060730398865 255.75475387572078 73.71472393424483 191.81647185108159 240.13248308794573 87.080157433869317 61.353843181859702 191.73151013068855 7.7433709222823373 1202.1241244345438 1401.4286665118998 82.593499065376818 leaf_count=91 1009 17777 4935 2864 3188 1923 112 618 420 2535 810 5890 5227 4089 23430 3171 3345 807 13917 3142 4724 995 1214 402 270 802 41 5531 6408 313 internal_value=0.00047386 0.000565119 0.00196797 -0.000789056 -0.00482875 -0.00864109 0.000522659 -0.00157263 0.00905679 -0.0114535 -0.00601125 -0.0024684 -0.00627631 0.000131128 0.000354074 0.00144502 0.000172042 -0.00143619 -0.00467548 0.00131918 -0.0106614 0.00730827 0.00148694 0.00302122 -0.00556877 -0.0106937 -0.00492253 0.00410469 0.00106399 0.00745473 internal_weight=17436.4 17363.9 8530.46 8833.41 2166.08 1351.2 6667.33 3625.24 281.262 1058.08 550.336 3343.98 1357.39 1986.59 5874.19 4828.02 4200.18 3427.2 1046.17 522.323 523.845 772.981 814.875 3042.09 340.166 278.812 114.227 2701.92 1417.2 1284.72 internal_count=120000 118991 76243 42748 12534 8456 30214 16397 1079 6533 3345 15318 5339 9979 58466 31748 28577 24237 26718 8077 18641 4340 4078 13817 1474 1204 461 12343 6499 5844 is_linear=0 shrinkage=0.05 Tree=325 num_leaves=31 num_cat=0 split_feature=510 395 161 333 505 501 500 391 393 504 417 459 390 400 65 365 422 508 395 289 463 411 114 483 345 329 496 385 130 404 split_gain=14.5753 13.9866 14.843 14.2152 18.4038 17.1725 18.6166 16.269 17.3331 15.0839 15.0321 14.0762 14.0834 13.8449 12.1634 11.8822 11.2347 14.711 10.6501 10.6383 9.96918 9.34688 10.0182 9.29036 9.28433 8.92394 12.04 11.2164 10.8854 9.83202 threshold=1.3438327908515932 2.0481899976730351 -0.17425559461116788 1.0904718637466433 1.5775130391120913 0.72277274727821361 1.1996878385543825 1.7434826493263247 -0.31482084095478052 -0.58330729603767384 -0.18942335247993466 -0.22673112899065015 -0.062274821102619164 -0.50941213965415943 -0.70543226599693287 -0.43262195587158198 -0.18270767480134961 -0.43559430539607996 -0.9871045947074889 -1.029418885707855 -0.15866774320602414 0.22905379533767703 -0.043639762327074998 -0.27973128855228419 2.1308552026748662 -0.031363897025585168 0.29398593306541448 -0.4015152901411056 -0.28452216088771815 0.94510897994041454 decision_type=2 2 2 2 2 2 2 2 2 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 24 4 7 6 16 8 13 -9 -10 12 -6 -1 -2 -14 17 -5 -7 -16 -13 -20 -23 -18 25 26 28 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3732.1720461074146 640.4167312347563 1244.6947032503667 58.199128320906311 13.510179273202082 4479.4654973422876 5.8762296971399328 46.410206245433073 19.41597896325402 957.75112160434946 388.58858894673176 147.13133187731728 49.801820717460942 20.582706551067535 3.5700496947392812 692.55663142539561 5.8291136100888243 48.316709019127302 7.8028577413642761 65.39656723907683 54.234286385006271 7.1777814623201266 leaf_count=14493 366 1095 1971 142 2680 31 486 1904 19569 2725 24336 1402 102 26457 68 801 90 4741 3695 4274 2977 143 23 3851 22 309 107 621 375 144 internal_value=0.000221549 0.000390113 -0.00734973 0.000687492 3.39941e-05 0.00440333 0.00224512 0.000287813 -0.000156725 0.00775434 0.00206906 -0.0145421 -0.00142706 -0.00184176 -0.0138523 0.0143693 0.00110636 0.00459401 0.0135075 -0.0194657 -0.0272016 0.014498 -0.0155281 -0.00366482 -0.0134916 -0.0145444 -0.0200486 -0.0029657 -0.0170869 -0.0634311 internal_weight=15387.6 15206 561.915 14644.1 12455.1 2189 1770.07 12242.3 11553.9 688.459 4976.87 212.739 104.738 6576.99 181.671 59.9204 1687.41 975.433 418.934 153.008 108.001 412.741 24.1528 711.973 357.691 351.862 238.148 113.713 223.168 14.9806 internal_count=120000 115292 4644 110648 97446 13202 9310 89484 84855 4629 43905 7962 3583 40950 4708 903 8824 4883 3892 4342 4379 3861 166 3941 2673 2651 1721 930 1470 251 is_linear=0 shrinkage=0.05 Tree=326 num_leaves=31 num_cat=0 split_feature=499 499 272 498 400 438 303 439 419 496 473 506 395 413 516 514 450 454 452 436 122 13 330 43 517 512 500 514 496 458 split_gain=58.9698 67.0624 43.8497 38.5027 39.788 41.4473 38.1217 23.6791 23.1234 22.9053 22.8258 22.5995 20.5325 19.0851 18.9809 17.4399 13.5872 12.6689 12.144 12.0762 12.0567 15.7389 11.921 14.5963 11.3338 10.7608 10.7577 12.9757 10.5425 9.88421 threshold=0.44043914973735815 0.41324219107627874 1.5348296165466311 0.771183341741562 -0.80769568681716908 -0.60465967655181874 -0.44788341224193567 -1.1276307702064512 -0.34484308958053583 -0.13445588201284406 0.086339183151721968 0.25901018083095556 1.9066787958145144 -0.83967748284339894 0.71164464950561535 0.20564823225140574 -0.34874248504638666 -0.08330031111836432 -0.43916445970535273 -0.53427958488464344 -0.26317009329795832 -0.21753415465354917 -0.29380787909030909 -0.36333915591239924 0.12387203797698022 -0.80471283197402943 0.81621387600898754 0.20564823225140574 -0.57531630992889393 -0.51745459437370289 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 11 13 7 -7 12 16 -8 17 -1 19 -15 20 -5 18 -2 -6 21 -4 -3 -24 -25 -11 -10 -28 -18 -13 right_child=2 22 15 9 5 6 10 -9 26 25 -12 29 -14 14 -16 -17 28 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.014860874570171474 -0.020342952187635505 -0.032455997504961587 -0.0078571302239126579 -0.013573639294768014 -0.005689727037140626 0.011272270492504417 0.014442845889592798 -0.0050926928119263016 0.032148093597222906 0.1234218337635298 -0.0045739397763356632 -0.0049238769542205192 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1332 23322 633 2136 1811 1985 14069 9236 19338 61 4472 897 276 8675 1343 1514 215 2165 3304 804 716 229 4484 1169 692 9115 348 975 612 820 internal_value=-0.00224021 -0.0148933 -3.72187e-06 -0.00117751 0.000368416 0.0029532 0.00584592 -0.000800639 0.0026388 -0.016002 0.0117346 -0.00976136 -0.00874217 -0.00887732 -0.0164197 0.021098 -0.00403192 -0.0148366 -0.00964809 0.00174405 0 0.0168003 -0.0271035 -0.0149225 0.00341688 -0.0280999 0.0184351 0.00377388 0.0137865 0.00464037 internal_weight=5212.17 782.474 4429.7 4196.59 3800.07 3027.99 2433.46 1142.81 321.097 396.518 1290.65 772.08 186.474 594.538 347.904 233.105 199.586 571.147 385.703 246.634 69.1554 42.0233 461.377 141.245 61.0845 196.932 134.623 65.2998 69.4063 200.933 internal_count=120000 53856 66144 63052 50913 42395 29762 11221 24189 12139 18541 8518 3528 12633 10018 3092 2963 6801 4636 2615 1578 862 29667 6345 1861 9176 20661 1323 827 1717 is_linear=0 shrinkage=0.05 Tree=327 num_leaves=31 num_cat=0 split_feature=514 513 516 385 503 437 286 501 522 515 504 505 506 504 400 492 413 494 183 445 506 515 466 327 508 516 363 337 516 501 split_gain=12.8729 13.0509 17.5444 16.9348 19.1183 16.9852 15.335 14.2009 13.6425 18.6008 19.1777 17.2449 17.0074 17.5863 14.8014 15.8452 13.4709 13.4449 13.336 13.1362 12.9792 20.5813 16.6592 14.7534 13.4701 18.7121 16.4637 12.5628 12.4122 11.6313 threshold=1.6183338165283205 0.6596612036228181 0.20301254838705066 -0.87207764387130726 0.77057313919067394 1.6102288365364077 1.2228958606719973 0.67580202221870433 0.2995589971542359 0.56328448653221141 0.7500988543033601 0.13582201302051547 -0.049955883994698518 -0.2569678127765655 -0.49382570385932917 -0.50219386816024769 -0.8909623622894286 -0.42154480516910547 0.0092117353342473524 0.069122064858675017 -0.20009316504001615 0.085325323045253768 -0.79067042469978321 -1.2233515977859495 -0.23870366066694257 -0.24505014717578885 0.65239727497100841 0.12710437923669818 -0.37316007912158961 0.31262405216693884 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 7 20 19 -1 9 -3 11 -11 13 -10 15 -14 -7 -8 -15 -4 24 23 -23 -22 25 -5 -26 -6 -9 -21 right_child=-2 2 6 5 27 16 17 28 12 10 -12 -13 14 18 -16 -17 -18 -19 -20 29 21 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0061489409658434871 -0.020712618149451086 0.0037282704775914912 -0.0071777814254817794 0.0018371441018585708 0.013064000373671798 -0.01291663155796097 -0.0085090308728915601 0.023673785667911666 -0.014408738213563692 -0.023044103261577065 0.0093701582713219336 0.0015159427635716921 -0.014930237813744024 0.015704665595481587 -0.0007978191005427259 0.013196648952543313 0.021478958931407346 0.018567744512529929 -0.015188089455582596 -0.015122922948086337 0.0065133694505188008 0.015043472613523038 -5.3139817929346954e-05 -0.0075860732743351315 0.0058821743803011695 -0.0083190837367574499 0.03564760078892093 -0.021218615370404606 -0.0012132109238935972 0.012730093556753594 leaf_weight=2388.8859597829869 71.352149043232203 1532.506522513926 939.16062601056183 4328.1017624498345 232.82417954248376 34.399759873514995 66.67162073077634 74.33701199060306 56.917276467196643 204.19076309725642 115.11587775498629 109.3504573404789 56.091844668611884 765.11146018281579 820.50185899343342 450.16568538546562 159.14604928344488 144.94755598646589 36.364437934011221 48.044905215268955 210.90764557564398 217.3198134599952 1141.6361982121016 1518.0272176457802 784.20556109189056 506.41073675523512 49.38618988962844 29.995576606597751 152.16990804718807 167.55016291863285 leaf_count=10467 1009 6384 9145 41713 1228 146 321 420 434 968 408 461 268 4275 4392 2156 3976 766 315 802 1101 1122 7912 11115 3547 2990 227 136 745 1051 internal_value=0.000464715 0.000552262 0.00256159 -0.000383838 -0.00372021 0.000688626 -0.00234959 -0.0050133 0.00418124 0.00115068 -0.00805161 -0.0144649 0.00689868 0.0123845 0.003345 0.0100681 0.0153363 0.0100135 0.014295 -0.00462023 0.000364105 -0.00224326 0.00235831 -0.00586295 0.00178545 0.000772104 0.00765569 0.00912573 0.0069392 0.00649579 internal_weight=17411.8 17340.4 5512.69 11827.8 2878.21 8949.54 1366.37 2615.39 4146.32 1961.16 428.657 313.541 2185.15 858.393 1326.76 506.258 193.546 211.619 801.476 1154.76 8756 3087.89 1358.96 1728.93 5668.1 4834.51 833.592 262.82 226.507 215.595 internal_count=120000 118991 32146 86845 12996 73849 12085 11632 20061 8221 1837 1429 11840 5024 6816 2424 4122 1087 4590 10998 69727 21250 9034 12216 48477 44703 3774 1364 1165 1853 is_linear=0 shrinkage=0.05 Tree=328 num_leaves=31 num_cat=0 split_feature=394 450 409 510 384 397 296 443 513 367 273 391 517 400 278 217 494 505 500 503 501 124 445 412 505 477 58 181 510 192 split_gain=14.3799 16.8083 24.5494 19.0524 15.8158 15.6985 15.3038 13.2538 12.6819 12.5317 12.2648 12.888 12.0466 11.861 13.7949 13.3941 11.7167 11.686 11.2346 11.0575 15.3851 13.4122 10.9348 12.8653 10.9 23.0619 16.2771 10.7331 10.6037 10.4549 threshold=0.90141031146049511 -0.73301705718040455 0.21407908201217654 0.66009423136711132 -0.62976101040840138 0.22542634606361392 0.59185996651649486 0.15848663449287417 0.93146377801895153 0.49392886459827429 -0.26009018719196314 1.6076849699020388 0.83420196175575267 1.2306541204452517 0.23692896217107776 0.25472198426723486 0.497207060456276 0.77714329957962047 1.1794707775115969 0.37115970253944403 0.36312986910343176 -0.18097895383834836 -1.0278299450874326 0.072338528931140914 0.2464001923799515 1.1903176307678225 -0.41326197981834406 -0.75096720457077015 -0.83604606986045826 -0.42797538638114924 decision_type=2 2 2 2 2 2 2 2 2 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 9 16 10 24 22 12 19 -1 -12 18 28 -15 -16 17 -4 -5 20 -3 -21 -7 -24 26 -26 -6 -25 -2 -30 right_child=13 2 4 8 6 7 -8 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 21 -22 -23 23 27 25 -27 -28 -29 29 -31 leaf_value=0.0087436919232654533 0.037109065701394862 -0.0087060575879166283 0.00070790923236383353 -0.0059812954063557418 -0.0032375237631765948 0.0061736717472353963 -0.0049357792320184092 0.0034091179689627821 -0.020802962967918961 -0.022045104037099361 -0.0017323966462005455 0.023880108769744036 -0.016405963401846854 0.002183959288181726 -0.016085990037585485 0.073024314780629832 -0.016832559720824175 -0.017233868020587757 0.01323600659410229 0.0074098546445243987 -0.00029358815190816504 -0.0025872829526424933 -0.0040034654362645561 -0.038366460357030868 0.011985127044458038 -0.015637466360088011 0.0090984280735376122 -0.011943599472025942 0.0069711358540901734 0.00060226517901614527 leaf_weight=1139.6633215333568 24.767974648624659 901.54231472010724 733.77555036824197 1030.6834922478884 614.04313383786939 157.64028571988456 422.02543936920119 793.53725596488221 185.35669301776215 75.760216712311376 629.03955984115601 53.170219232153613 266.69469880266115 385.19085026136599 191.33363713405561 4.1959634611848733 146.60339231195394 103.40369290980743 81.872927520016674 629.59771172655746 1371.5162958023138 717.05637378746178 472.82284514961066 53.681989511707798 844.53706372703891 82.750328495516442 473.10546299041016 138.7183196550468 1524.392334009055 1119.3317190508824 leaf_count=7383 90 16642 3523 5769 3461 795 2728 4366 4535 6242 4111 353 8185 2035 1310 37 809 621 681 3966 7457 3913 3732 269 5705 1250 3096 752 9937 6247 internal_value=0.000220623 -0.000570995 -0.00174327 -0.00388766 0.0015532 0.00238706 0.00371471 -0.00119722 -0.00851309 -0.00192779 0.00556974 0.000259676 -0.00685645 0.00317459 -0.00329573 -0.0141118 -0.00379481 -0.00150398 -0.00456154 -0.00150476 -0.00363258 0.00208314 -0.00564534 -0.00845416 0.00552963 0.0095133 0.00212658 -0.019358 0.00458461 0.00427662 internal_weight=15367.8 12118.6 8680.32 5260.08 3420.24 3438.27 2436.46 1616.4 1564.61 3695.47 1821.87 682.21 1379.25 3249.21 580.72 195.53 983.783 837.179 1112.56 3619.71 2273.06 1346.65 822.863 665.223 2014.44 927.287 1087.15 192.4 2668.49 2643.72 internal_count=120000 100344 78583 57390 21193 21761 16240 9914 19170 38220 11847 4464 14635 19656 3382 1347 4953 4144 6450 31978 24099 7879 5548 4753 13512 6955 6557 1021 16274 16184 is_linear=0 shrinkage=0.05 Tree=329 num_leaves=31 num_cat=0 split_feature=499 499 501 466 516 392 513 497 516 517 515 402 491 501 395 439 506 318 504 306 501 504 468 519 328 514 420 330 249 500 split_gain=56.2784 64.5015 43.86 40.6257 40.0821 33.7287 31.487 25.3406 24.5377 23.2993 23.1806 22.2421 21.4696 20.7799 19.7541 18.2999 17.0526 16.0525 15.7469 15.3252 14.4258 15.7425 13.9799 13.5256 13.0769 12.4131 12.3682 11.819 14.1264 11.4399 threshold=0.44043914973735815 0.41324219107627874 0.66841390728950512 -0.69160887598991383 -0.16553859412670133 -0.81241735816001881 0.46551997959613806 -0.24795303493738172 0.18905099481344226 0.12387203797698022 0.59139129519462597 -0.79229244589805592 -1.0873744487762449 0.049846312031149871 0.020830313675105575 1.0771640539169314 -0.060399781912565224 -0.54637184739112843 0.30846221745014196 -0.55816909670829762 0.45997498929500585 -0.17667594552040097 -0.28063426911830897 2.3757822513580327 -0.39586456120014185 0.91199100017547619 0.35990609228610998 -0.29380787909030909 -0.53310397267341603 0.80628454685211193 decision_type=2 2 2 2 2 2 2 2 2 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 12 5 7 9 -5 10 -6 -8 -1 -2 14 -7 -9 24 -15 -10 -13 21 -18 23 -4 -14 -24 -26 -3 -29 -21 right_child=2 27 22 4 6 13 8 15 18 -11 -12 19 16 17 -16 -17 20 -19 -20 29 -22 -23 25 -25 26 -27 -28 28 -30 -31 leaf_value=-0.026917660994992078 -0.022563938523523407 -0.032351501607348461 -0.022754444209350584 -0.0065294668825479421 0.0021836902395066223 -0.00028291835077198286 0.0045332798063464656 0.023846394017787556 0.026468364680787001 0.031596983290254482 -0.018666950998372588 -0.0079552422676973187 -0.019063633280116024 -0.022980127239300534 0.041174046015464399 -0.024720049221062336 0.061837250583291183 -0.0064038652728539746 0.0079251654205211922 0.030749282873669653 -0.010076356815688844 0.008310594428290019 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0.0044676 -0.00200516 0.00958055 0.0102379 0.00618927 0.0233324 0.00120045 0.00252637 -0.00759369 -0.00716336 0.00880587 0.019777 -0.00363174 -0.0106234 0.0152617 0.00848768 0.00453336 0.0118374 -0.0144253 -0.0207982 -0.0108992 -0.00279805 -0.000334014 -0.0269112 -0.0147085 0.0172998 internal_weight=5173.28 766.334 4406.94 3933.71 3026.51 1335.24 1691.27 395.485 1357.11 334.162 876.048 317.088 907.198 939.756 167.071 252.255 717.71 772.685 481.062 263.9 337.676 225.367 473.231 305.356 380.034 167.875 165.973 449.246 138.923 172.013 internal_count=120000 53856 66144 50738 37315 17817 19498 4711 14237 5261 6733 24189 13423 13106 1804 2542 10221 11302 7504 23114 3640 2242 15406 11870 6581 3536 2187 29667 6345 21441 is_linear=0 shrinkage=0.05 Tree=330 num_leaves=31 num_cat=0 split_feature=352 513 505 206 385 256 404 493 408 423 501 28 422 203 356 512 515 437 490 335 410 399 408 334 296 498 497 366 403 35 split_gain=12.9408 20.4211 22.1223 15.2433 17.0132 18.5247 13.5911 13.9612 13.3984 14.5666 13.3406 12.9473 12.4605 12.3395 11.9761 11.842 17.5224 12.8844 11.136 11.9207 10.9224 10.9194 10.8887 10.8443 12.5862 13.6771 13.5104 15.8552 11.9305 10.7428 threshold=1.0060325264930727 0.32516670227050787 1.3261764049530032 0.15688508003950122 -0.7042747139930724 -0.24081670492887494 1.997359097003937 -0.15879689902067182 0.73728764057159435 -0.19981714338064191 0.69026553630828869 0.7509298324584962 1.1938034296035769 1.8075565695762636 -0.16823783516883847 0.98696553707122814 -0.26793649792671198 0.93646863102912914 1.3400374650955202 -0.84483340382575978 1.4958434104919436 0.1159707047045231 2.1091917753219609 -0.69862505793571461 -0.55895587801933277 0.53461605310440075 -0.5636705458164214 -0.56317013502120961 -0.76262390613555897 -0.59908854961395253 decision_type=2 2 2 2 2 2 2 2 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 14 4 5 10 12 -8 9 20 18 23 15 -11 -2 17 -17 -6 19 -1 -3 -16 -13 -5 25 -25 27 -26 -27 -7 right_child=1 8 -4 11 6 29 7 -9 -10 13 -12 22 -14 -15 21 16 -18 -19 -20 -21 -22 -23 -24 24 26 28 -28 -29 -30 -31 leaf_value=-0.0004646478426193893 0.005738781098139363 -0.0019602332609106768 0.032475305861001419 0.00065903041164481861 0.0026933352876364518 -0.0097889685334205823 0.0070395203728519902 -0.012424555718955706 -0.00033509075732564118 0.01426189030195904 0.0064073514689555484 0.00082473271677106861 -0.0034799934228356396 0.042496107587250281 -0.0094801901255848614 -0.033439613132746841 0.015356645029163674 0.015135286125054631 0.017885931420729771 -0.0075561584479501625 0.018419490746011763 0.0051107400143924507 0.022368064697610487 -0.014027373883919794 0.017854048635209775 -0.023423623117812663 -0.0054556282008753829 -0.0036634966207804843 0.0027161108506861464 0.0082973473945219742 leaf_weight=912.86815561994445 300.12244603526779 254.24365610419773 46.766923673974816 892.19607882027049 5144.9520788639784 95.426023292005993 134.87522198027 288.60034159675706 327.66398786735954 524.02245415665675 305.75536916824058 1176.5653457242297 657.7541902444209 41.961373473983258 558.59947940718848 19.319669794291258 333.40398321906105 216.97971815452911 53.695592929841951 1697.3276873612776 88.423666268587112 165.86475565610453 61.676008082926273 690.40188936470076 152.7982703083544 51.984649339225143 1140.9477677344112 193.82127607159782 268.65835040586535 575.93610187404556 leaf_count=4004 1747 1205 806 5953 40944 464 906 3409 1822 2665 1759 7870 4630 178 2652 70 1531 3930 229 8303 343 827 435 3396 2776 293 7914 4845 1585 2509 internal_value=0.000452683 0.00393936 -0.00110919 -8.10665e-05 0.000977774 -0.00177937 0.0024557 -0.00621333 0.00831806 0.0114436 -0.00347617 -0.00246943 0.00303267 0.0163711 -0.00265004 0.00378319 0.012661 0.00319803 -0.00461265 -0.00507806 0.00328791 -0.00613248 0.00190355 -0.00406782 -0.00575763 -0.0100638 -0.00282705 0.00580995 -0.00151222 0.00571807 internal_weight=17373.6 2307.67 1071.35 15065.9 10436.9 3641.01 6795.89 423.476 1236.32 908.651 2969.65 4629.05 6372.41 565.984 1024.59 5714.66 352.724 5361.93 2663.89 2610.2 342.667 724.464 1238.24 3390.81 2498.61 1011.04 1487.57 346.62 320.643 671.362 internal_count=120000 12245 6032 107755 72688 17268 55420 4315 6213 4391 14295 35067 51105 2843 5226 46475 1601 44874 12536 12307 1548 3479 8305 26762 20809 5274 15535 7621 1878 2973 is_linear=0 shrinkage=0.05 Tree=331 num_leaves=31 num_cat=0 split_feature=465 510 508 506 504 497 515 501 504 494 397 517 418 497 401 505 501 335 403 505 513 504 418 424 450 505 412 505 62 249 split_gain=13.5441 14.3402 15.7795 27.1203 28.2784 21.7653 23.095 19.8865 19.0409 17.0687 16.6007 15.4015 13.785 13.3138 12.6266 12.4338 18.2392 13.1491 11.819 11.5503 11.1498 10.7107 10.4468 9.79624 14.2318 10.6065 10.2291 10.1757 10.9732 9.63361 threshold=1.7680100798606875 0.98612558841705333 -0.23650765419006345 -0.41270636022090906 -0.48494875431060785 0.39866599440574652 -0.45919594168663019 0.46659520268440252 -0.21347466856241223 0.11014392971992494 0.22542634606361392 1.884752690792084 -0.73060110211372364 -1.1848213076591489 0.53713819384574901 0.48045355081558233 0.51048061251640331 -0.038007089868187897 1.6877905726432803 0.1562733203172684 1.2668434977531435 0.99147632718086254 -0.10410087183117865 0.46921350061893469 -0.086418341845273958 0.074909877032041564 -0.69350880384445179 0.38227884471416479 -0.34265775978565211 -0.10011987388134001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 13 9 6 11 10 -9 29 -8 -4 -7 -1 19 17 -17 -15 20 -6 23 -14 -2 24 26 -26 -3 28 -25 -5 right_child=22 18 5 4 14 12 7 8 -10 -11 -12 -13 21 15 -16 16 -18 -19 -20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31 leaf_value=-0.027079958875424553 -0.0018380584383673863 0.0055708525659296688 0.022145756919509943 0.015631151389782921 0.0054146464613315376 -0.022321200062138058 0.00075437175091147644 -0.017328142098078255 0.0038978315150041687 -0.026134772469824159 -0.0080310176598212251 0.1241043168425241 -0.0038594510761241077 0.0016689766003317879 -0.0060319445891072248 0.010519240647625602 -0.0050456364774917641 -0.0054682505708694446 -0.03272290175904749 0.012915332511588874 -0.029731668754974974 -0.035068888051366813 -0.015126896651650493 -0.012404466699286439 -0.029570369819150896 -0.0074131546296678594 -0.0045918504345502254 0.013766799103742709 0.018262262019373279 -0.029562849708271347 leaf_weight=43.851223887060769 382.52560983964941 330.98550413869089 79.614998892415315 55.807170396670699 927.00089222192764 119.02511753351428 1214.6699961150298 109.43886767001823 2927.6998349379282 97.846401373390108 963.37233311723685 3.8206017834600052 1276.9055590572534 1683.666822566418 137.52338889986277 614.62277737725526 270.7074049571529 1045.708668615669 33.899493204895407 1159.0901500391774 38.055357406148687 28.046324593306053 242.10364254261367 107.67906561726704 84.436996418051422 152.270314694033 978.91166078514652 172.95586622378323 39.815971248783171 14.798196008428929 leaf_count=18836 2442 3215 540 283 4424 651 5942 623 16344 938 5585 19 8636 10402 534 2851 3075 5119 528 6502 2625 2745 1770 642 1230 1430 10357 1275 305 132 internal_value=0.000211645 0.000518142 0.00112665 0.00297915 0.00711897 -0.000539964 0.000934114 0.000515349 0.00313079 -0.0126154 -0.0031294 0.0270174 -0.0060282 0.000270932 0.00861671 0.000604858 0.00575429 -0.00106379 -0.00348764 0.00958505 -0.00296312 -0.00453668 -0.00699836 -0.00241327 -0.00406372 -0.0153472 -0.00201989 0.00553559 -0.00408541 0.0060598 internal_weight=15336.9 14712.2 12773.2 6050.62 2392.07 6722.59 5298.62 5215.18 3037.14 168.452 2178.04 83.4356 1423.98 3658.56 2223.61 3614.71 885.33 2729.38 1939.01 2086.09 1905.11 1304.95 624.629 1867.06 1546.6 236.707 1309.9 320.451 147.495 70.6054 internal_count=120000 115788 94181 53096 12813 41085 29053 28494 16967 1353 11527 559 12032 40283 11460 21447 5926 15521 21607 10926 21079 11381 4212 18454 16232 2660 13572 2222 947 415 is_linear=0 shrinkage=0.05 Tree=332 num_leaves=31 num_cat=0 split_feature=499 499 501 395 412 323 479 473 272 516 264 438 336 402 479 506 410 306 504 474 77 330 419 520 331 418 466 498 514 506 split_gain=53.7435 62.0922 41.2787 39.8375 39.3818 36.4927 30.9638 28.9682 26.5368 25.1555 24.8364 23.3946 22.6549 21.0532 19.4211 16.2369 15.0009 14.363 12.5698 11.8948 13.5817 11.8274 13.8183 11.566 13.3915 11.1072 11.0945 11.0795 12.1579 10.1295 threshold=0.44043914973735815 0.41324219107627874 0.55760705471038829 1.1565853357315066 -1.1288225054740904 0.044408934190869338 -0.056695168837904923 0.016148606315255169 0.48407648503780371 0.29773791134357458 -0.46029269695281977 -0.6281658113002776 0.038676386699080474 -0.79229244589805592 -0.53092017769813526 -0.083241123706102357 -0.76763051748275746 -0.55816909670829762 -0.19091250002384183 0.27059777081012731 -0.42158766090869898 -0.29380787909030909 -0.34567168354988093 1.8976901173591616 -1.3033226132392881 0.105636153370142 0.97640794515609752 -0.44792987406253809 0.20564823225140574 0.48745943605899816 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 4 15 6 9 10 12 -6 -4 -8 -7 -1 29 26 -12 -15 -16 20 -18 -3 -23 24 -17 -24 -2 28 -19 -5 right_child=2 21 7 14 5 8 11 -9 -10 -11 16 -13 -14 17 18 23 19 27 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.026498005580098447 -0.028412493359885618 -0.03224271550946952 -0.012802293518264802 -0.011666921800101648 -0.011177153163863094 0.012246886883119212 -0.0060972419768852123 -0.022219154242611897 0.024908939768003468 0.012051025511833893 -0.015453266565686522 0.01892234028783879 -0.0023530444082274361 -0.0076901687836979206 0.038577549697401639 0.061996768181500676 0.0053766800972158517 -0.030497081938196721 0.016658528407619038 -0.016956875502498046 0.028805181114582586 -0.025981328963708424 -0.018830012569666234 -0.029954316161665773 0.00040740201449970294 0.029571024571839508 0.013856237104705902 0.030447247441594369 0.014316870122470264 0.025275642231750734 leaf_weight=52.186791024869308 181.31300645356532 300.80660568916937 365.95471351128072 72.478051419719122 828.69115399580915 572.01977703347802 156.27799018425867 289.44426890695468 210.34927284601144 135.35012515611015 69.09936801425647 231.22371153382119 495.16440202877857 91.446570947067812 94.860908737406135 9.8293451573699695 170.92249032272957 19.06014619464986 216.38317364221439 35.080661239102483 97.522599669755436 89.571542052086443 21.72159648546949 27.120452190749347 80.983802017057315 25.708569552283734 16.752236543223262 79.619982818257995 71.420973338885233 24.800468439003453 leaf_count=1075 2993 23322 6877 1261 9959 5845 2209 11039 1938 2300 1745 3047 5508 1673 903 87 2324 352 3911 1258 1418 4969 1031 259 796 345 255 19547 1542 212 internal_value=-0.00216544 -0.0145178 -4.53265e-05 0.00264052 0.000608873 0.00261522 -0.00310918 -0.0088113 0.00867493 -0.00790985 -0.00354779 0.00882017 0.00546837 0.00244517 0.0172709 -0.0160634 0.00552863 0.00824725 0.0233653 0.0103253 0.0139141 -0.0266826 -0.0144236 -0.001328 0.00718951 0.00730662 -0.024807 0.0168441 0.00479822 -0.00218105 internal_weight=5133.16 751.543 4381.62 3353.6 2945.08 2629.08 1351.54 1028.02 1277.53 964.041 738.58 387.502 1067.18 313.734 408.523 315.999 372.625 261.548 311.244 303.526 268.445 437.808 137.002 117.934 90.8131 47.4302 198.065 170.101 90.4811 97.2785 internal_count=120000 53856 66144 41483 35196 30806 17515 24661 13291 12259 13622 5256 11353 24189 6287 4390 6745 23114 4814 5000 3742 29667 6345 1142 883 1376 3248 21441 1894 1473 is_linear=0 shrinkage=0.05 Tree=333 num_leaves=31 num_cat=0 split_feature=500 486 276 404 437 512 501 490 410 509 504 425 386 505 409 456 522 418 81 5 69 11 505 399 450 440 290 327 468 489 split_gain=12.6265 23.4572 23.5442 18.5215 15.4329 13.448 29.9678 14.5922 13.033 29.5138 13.8829 12.3809 12.1963 22.1876 18.9055 20.647 17.9448 11.7518 11.432 11.6237 11.2692 11.0417 10.9588 10.8248 10.8142 12.4933 10.7972 10.4148 10.8307 10.6768 threshold=1.0597454309463503 0.27887609601020819 -0.2414276525378227 -0.34710380434989924 2.8345719575881962 -0.088419366627931581 0.61608353257179271 -0.42543455958366388 1.8658512234687807 0.26108038425445562 -0.36350879073143 -0.31633050739765162 -0.72685328125953663 0.095634840428829207 0.55596673488616954 -0.13278464227914807 0.27464909851551061 0.26376974582672125 0.055744845420122154 -0.29676060378551478 0.32425488531589514 1.6038834452629092 0.70725923776626598 0.28058956563472753 0.038886448368430145 0.26935079693794256 -0.44843244552612299 1.0024914741516116 -0.46065077185630793 -0.53628459572792042 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 5 6 27 -8 12 22 17 -4 13 16 15 -14 -7 -11 19 -3 26 -15 -10 -16 25 -5 -20 28 -1 -29 right_child=1 18 11 24 -6 8 7 -9 9 10 -12 -13 14 21 23 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.0051561523348295476 -0.012494204241162363 0.0018055147188300172 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352.52890849433606 11.802607679041101 120.17368431668729 74.217240406665951 981.24524797010235 143.70338329346851 83.344054033746943 180.6664012047695 60.091303937719204 386.42615932697663 38.252440512180328 leaf_count=1412 6188 3590 2009 4719 2444 6302 2978 315 2443 116 686 2499 27789 6040 5964 5534 2742 176 395 1965 59 618 273 6190 1315 673 852 331 23184 199 internal_value=0.000441792 -0.0021458 -0.00514362 -0.00807027 0.00114531 0.000965381 -0.00565891 0.0190095 0.00134202 0.00689734 0.0222774 0.0033602 0.000881776 -0.00164398 0.00190618 0.0032875 -0.00497276 0.00388992 0.00313195 0.00549532 -0.00587962 0.00325778 0.00197017 -0.00217396 -0.00211082 0.000804972 -0.00373209 -0.00985125 -0.00701916 -0.0247881 internal_weight=17342.6 3705.66 2363.89 1759.08 13636.9 13483.4 724.594 105.031 12758.8 975.222 236.287 604.808 11783.6 3398.76 8384.86 6265.08 2024.77 72.0392 1341.77 1063.46 278.309 1374 738.934 2119.78 750.018 606.314 266.507 619.563 521.22 98.3437 internal_count=120000 24264 17403 12895 95736 93292 28419 3293 64873 3694 978 4508 61179 15702 45477 33323 9044 292 6861 5555 1306 6658 2716 12154 6707 5392 1247 25126 24596 530 is_linear=0 shrinkage=0.05 Tree=334 num_leaves=31 num_cat=0 split_feature=516 391 501 516 495 394 398 393 501 452 504 500 504 289 505 400 521 511 443 424 161 347 3 357 516 365 512 396 404 277 split_gain=13.4997 13.5847 15.997 31.5373 27.108 21.2782 18.5558 18.1808 17.4021 16.9156 22.5381 18.7363 15.9181 15.198 14.7327 21.2302 12.1147 11.9544 11.1122 10.547 10.1278 12.1188 9.40248 9.40021 9.00816 8.87998 8.84095 11.6167 8.50171 7.93719 threshold=1.9316938519477846 2.2624942064285283 0.24311848729848864 -0.43362478911876673 -1.0263541936874387 -0.33687326312065119 -0.91063186526298512 -0.21046733111143109 -0.54479610919952381 0.52911999821662914 -0.61967068910598744 -0.060976233333349221 -0.5732942223548888 -0.81592893600463856 0.25399670004844671 -0.61120629310607899 1.2273812890052798 0.72171393036842357 0.029929342679679397 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0.000279172 1.19197e-05 -0.00355566 0.000769641 0.00509973 0.000320241 -0.00386441 -0.00707012 0.00126152 -0.0028977 0.00231869 0.00860989 0.0114951 -0.00621816 -0.00963219 0.0131346 -0.00615898 -0.00018009 -0.00355224 0.013311 0.00454391 -0.00767434 0.0152484 0.0140341 0.0160825 -0.0076663 0.0132558 0.0208704 0.00529496 internal_weight=15310.2 15273.4 14799.3 2591.37 12207.9 747.923 11780.3 2162.19 1843.45 9618.1 1948.24 7669.86 474.067 431.522 1789.01 1142.27 427.642 1729.5 646.745 363.919 384.004 178.181 295.092 402.445 68.8267 348.39 83.1321 31.1838 205.823 432.689 internal_count=120000 113476 110375 34985 75390 21822 72903 14167 13163 58736 13910 44826 3101 1775 10337 7130 2487 12090 3207 14505 7317 5948 14240 2269 265 1388 387 144 1369 2077 is_linear=0 shrinkage=0.05 Tree=335 num_leaves=31 num_cat=0 split_feature=264 499 514 439 501 505 462 438 501 454 499 392 284 517 156 282 404 408 501 497 497 441 517 319 418 141 453 428 418 521 split_gain=51.7557 41.2741 40.4323 35.2537 44.2023 30.719 24.3863 24.2217 22.444 36.636 21.4907 21.5889 21.3011 19.3077 19.0472 18.347 18.1218 17.4723 16.656 16.6523 16.0028 15.7008 15.5172 15.4479 13.6887 13.1753 12.4734 12.3003 11.921 10.7699 threshold=-0.46904626488685602 0.44043914973735815 0.91199100017547619 -0.87711164355278004 0.049846312031149871 0.088977385312318816 -0.37832637131214136 0.94813773036003124 0.39676289260387426 -0.16136863082647321 0.44043914973735815 0.36239749193191534 0.19170508533716205 -0.079904846847057329 -0.2892350554466247 -0.39633147418498987 -0.87541911005973805 -0.74537199735641468 0.12153398618102075 -0.80761766433715809 -0.17177414149045941 -0.99832460284233082 0.97410494089126598 -0.30763971805572504 -0.86000558733940113 0.10327758640050889 -0.625026375055313 -0.69359967112541188 1.8247432708740237 0.7189447581768037 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 10 6 8 17 15 9 18 -2 19 28 -7 23 27 20 -5 24 -12 -10 -9 -17 -4 -3 -20 -21 -6 -11 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71.046315674670041 220.64197609759867 40.836965761147439 129.38390547374729 32.765766336582601 453.61789396894164 238.73946270335 193.49300414090976 491.61450707854237 44.917839733650908 222.99493119353428 189.10987462382764 66.001937929075211 153.76725923991762 180.87260336533654 92.463811499532312 68.984414289705455 63.995669052004814 382.5674828691408 484.96097926871153 5.1638906300067893 95.594074300955981 leaf_count=16376 1619 92 1894 2624 2590 7563 22254 603 731 2140 401 1774 213 5598 4296 7053 7046 798 1906 1341 447 2337 2028 2102 411 423 2992 19813 35 500 internal_value=-0.00212283 -0.00784422 0.00231349 -0.000304692 -0.00498136 -0.00524229 0.0132562 -0.00900647 -0.000569243 0.00614488 0.00754164 0.00960268 -0.0082418 -0.0137066 0.015754 -0.0119607 -0.00723976 -0.00233911 0.0163422 0.014469 0.00881293 0.00760124 -0.00307014 0.00543492 0.036799 0.0107341 0.0166771 -0.0168968 -0.0137257 -0.00362435 internal_weight=5096.44 2226.3 2870.14 2401.97 1505.39 1943.3 271.909 1233.48 1252.51 623.843 896.585 837.492 258.572 690.793 468.171 1047.48 628.663 130.128 365.271 612.514 137.048 186.001 374.366 229.432 78.2803 286.991 571.677 673.112 225.806 224.978 internal_count=120000 42981 77019 68727 60100 26605 25676 34424 13444 5220 8627 7008 2388 13161 8292 31484 8224 3422 2832 4734 1178 2940 9081 3996 503 2329 4333 22403 2175 2274 is_linear=0 shrinkage=0.05 Tree=336 num_leaves=31 num_cat=0 split_feature=516 513 512 413 399 505 468 436 331 277 516 275 456 390 319 467 447 431 512 506 296 512 503 491 507 474 455 490 211 71 split_gain=12.1411 12.214 15.0575 14.7424 14.2164 15.4733 14.1707 17.2601 14.1327 18.888 18.4159 15.5449 15.1332 19.1769 13.2439 12.9526 12.6152 11.5926 11.2927 15.6994 16.8992 12.8182 10.8972 10.7321 10.7104 10.5256 10.4756 9.5086 9.59041 9.45259 threshold=2.1909917593002324 0.69274204969406139 0.23297113925218585 1.5823011398315432 -0.4544196873903274 0.91421514749526989 0.70221635699272167 -0.37860594689846033 0.41308663785457617 -0.3006287813186645 0.17736303061246875 -0.55310213565826405 -0.13278464227914807 0.85398313403129589 0.070429939776659026 -0.29796229302883143 -0.46209418773651117 0.5433790683746339 -0.28616894781589503 -0.42053440213203425 -0.15086578577756879 0.093509543687105193 0.9570651948451997 1.762221157550812 -0.41771510243415827 -0.73241877555847157 -0.76965671777725209 -0.43808145821094507 -0.16675939410924909 -0.86343851685523976 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 16 -8 9 14 11 -11 13 26 17 24 -1 -4 27 21 -21 -20 -12 25 -7 -14 -10 28 -6 -25 right_child=-2 2 8 -5 18 15 7 -9 12 10 22 -13 23 -15 -16 -17 -18 -19 19 20 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.0018622464879418646 -0.029428439212817754 -0.035593959306207394 0.0043628068854345437 0.013748272063425214 -0.0075396300317627819 -0.017276847241142795 0.016299098596114087 -0.010683441783368969 -0.00081111252730355814 0.0041798924931055305 -0.014401321218357827 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12.439537037163971 leaf_count=9891 6058 665 6180 8169 1478 285 674 985 1810 3270 2666 2609 92 1254 623 673 8935 539 4151 15791 8303 9206 111 38 497 1186 5395 17684 731 51 internal_value=0.000433468 0.000492424 0.00255592 -0.000363228 -0.000577355 -0.00289025 -0.00358825 0.00748943 0.00275137 0.000503105 -0.00362891 -1.3698e-05 0.00587013 0.00419023 0.00440056 0.0100637 -0.00437563 0.00575105 0.000698883 0.00112531 -0.00071224 0.00401537 -0.0125937 0.0165657 0.000133572 0.0192491 0.0064042 -0.00784776 0.00117192 -0.0183149 internal_weight=17321.6 17287.8 5069 12218.8 12036.6 4281.36 4062.9 269.142 5043.39 2931.69 1422.41 1014.11 2111.69 1825.57 1509.29 218.463 3793.76 1393.85 7755.21 7387.3 4514.96 2872.34 408.298 286.127 131.631 265.862 1538.81 367.911 162.288 20.2647 internal_count=120000 113942 26489 87453 79284 21940 20485 1659 25824 15998 8656 5879 9826 8459 7342 1455 18826 6719 57344 37451 24094 13357 2777 1367 782 1278 7205 19893 2209 89 is_linear=0 shrinkage=0.05 Tree=337 num_leaves=31 num_cat=0 split_feature=24 183 97 92 46 266 510 512 413 392 337 507 218 15 384 505 315 441 491 502 509 199 427 361 397 465 195 513 183 199 split_gain=13.2598 23.2096 23.1862 24.3003 21.9207 17.218 16.0928 14.8924 13.2835 12.9539 12.5983 13.3061 12.5785 16.0957 13.452 11.6265 10.8574 10.4395 10.2841 19.8549 10.2815 10.0532 11.2234 10.0418 9.73495 9.7288 9.69863 9.57154 10.3119 9.55647 threshold=-0.014552922453731297 0.10306135565042497 0.20061226934194568 0.060590753331780441 -0.27657684683799738 0.11973272636532785 -0.3516841977834701 1.0213394761085512 0.73523366451263439 3.3281105756759648 -0.16287184506654737 -0.085001364350318895 0.47529676556587225 1.0000000180025095e-35 1.6806916594505312 -0.78288367390632618 0.46801136434078222 1.6810365319252016 -1.0589163303375242 0.24683026224374774 -1.1246258020400999 -0.31732477247714991 0.20599428564310077 0.27589456737041479 2.959510445594788 2.8671973943710332 -0.35488814115524286 -0.36569067835807795 0.23773887008428576 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leaf_weight=119.89070519461529 2096.4854665474268 132.71906560962088 34.187780510052107 1677.8116286818404 290.39930975117022 346.81406749697635 126.89092914399225 119.90799752692692 89.705114493030123 7.4764760322868815 272.35548411222408 292.96956746466458 1999.629425614432 820.91424200078472 257.71241502545308 3720.6747397028375 1.4433910786174231 102.59314186684787 151.73228022834519 1.4481888742302542 301.96199858235195 125.8451935951598 52.343709347303957 33.627515998843592 7.9513912245165548 40.879321564920247 72.024594770744443 1176.7269508998725 11.376418067608027 807.22298730956391 leaf_count=4245 19355 6787 2074 10288 3290 3407 1043 899 4225 27 3057 2077 12154 4718 2392 21963 16 566 1323 31 1246 528 207 575 54 315 282 7544 104 5208 internal_value=0.000200664 -0.00303994 0.000869737 -7.47732e-05 -0.00335339 -0.00123211 0.00570817 -0.00194846 -0.00107363 0.0126617 -0.0103665 -0.00620674 0.00167195 0.00303154 0.00174988 0.00100626 0.00290946 -0.000191424 0.0154453 0.107525 0.0118101 0.0134627 0.00839449 -0.0170425 0.00143946 -0.000941776 0.0225038 0.00177861 0.00037968 0.000222588 internal_weight=15293.7 2615.92 12677.8 10606.4 3687.57 2831.85 2071.41 2483.2 2363.29 593.84 855.724 583.369 6918.82 4919.19 4098.28 3840.57 1477.57 2239.96 154.624 2.89158 586.363 552.175 354.306 123.333 1322.95 2137.36 197.87 1314.99 1188.1 2485.03 internal_count=120000 32722 87278 72799 27327 18903 14479 25935 25036 4364 8424 5367 45472 33318 28600 26208 10115 20236 1370 47 4337 2263 1453 4800 8745 19670 810 8691 7648 15496 is_linear=0 shrinkage=0.05 Tree=338 num_leaves=31 num_cat=0 split_feature=499 499 284 352 419 418 418 413 501 502 398 283 312 305 395 462 377 455 398 400 110 386 513 360 445 505 403 505 477 428 split_gain=49.9041 59.1773 40.0529 39.8538 44.0003 36.104 27.8095 25.3436 22.8693 21.158 18.4994 20.691 18.4129 18.3226 21.1461 17.0614 16.2771 15.8702 15.1079 14.5736 14.5482 14.6775 14.5165 13.589 13.0521 12.5219 12.5179 11.5455 12.8727 11.1062 threshold=0.44043914973735815 0.41566883027553564 -0.57989770174026478 -0.26657760143280024 -0.34567168354988093 -0.33576846122741694 0.66741889715194713 -0.71617951989173878 0.30321352183818823 -0.33836516737937922 -0.27556873857975001 -0.60840234160423268 0.082094240933656706 0.17546628415584567 -0.03954042121767997 -0.47729268670082087 -0.14411984384059903 1.028215289115906 1.2362323403358462 -0.59384164214134205 -0.54949378967285145 -0.57631459832191456 0.87057518959045421 -0.39249266684055323 -0.60733869671821583 -0.84064537286758412 0.62830433249473583 0.054531350731849677 -0.42410497367382044 -0.98576840758323658 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 16 25 10 18 27 -1 11 -2 29 14 -6 -9 23 -15 19 -7 -13 -22 -11 -5 -18 -4 -17 28 -8 -10 right_child=2 -3 3 4 13 7 8 15 12 22 -12 20 -14 17 -16 26 24 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.019860402466376575 -0.013918748927351357 -0.026815133479922162 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419.79361341590993 96.276999598252587 58.017691832617857 72.281638595741242 262.41360767337028 141.38655572780408 203.15024390863255 70.519798430032097 54.688348889467306 62.660572971915826 249.02493900095578 leaf_count=20104 4406 29330 129 3476 2868 1303 436 1394 1040 2857 11042 1533 1794 3058 1795 4393 2106 154 318 3466 882 840 1565 4997 2415 3989 2203 947 416 4744 internal_value=-0.00209083 -0.0142291 -5.89172e-05 0.00388704 -0.00255506 0.00985795 -0.00591057 0.0134587 0.00141626 0.00196086 -0.0113386 -0.00635883 -0.00365802 0.0110249 0.0033378 0.00491359 -0.00906047 0.0258579 0.0200527 0.021347 0.00409521 0.0142539 -0.00734186 -0.0143564 4.72714e-05 -0.00878324 0.00899678 0.0165601 0.0245635 -0.00989666 internal_weight=5061.2 725.304 4335.9 2589.14 1245.05 1344.09 1746.76 1126.74 742.997 317.096 1003.76 653.724 556.332 402.986 265.732 491.171 842.065 137.254 635.569 618.286 274.09 154.295 208.509 532.765 309.3 217.346 412.326 186.665 131.977 378.582 internal_count=120000 53856 66144 38064 20869 17195 28080 13077 9377 24526 18703 7661 7578 7875 4663 7990 12994 3212 5087 4769 3255 1722 4422 8473 4521 4118 6596 1799 852 5784 is_linear=0 shrinkage=0.05 Tree=339 num_leaves=31 num_cat=0 split_feature=18 437 498 512 473 506 511 281 285 440 455 471 338 497 507 516 502 507 506 318 496 478 506 477 492 502 497 409 132 521 split_gain=12.0201 14.5289 15.8067 15.232 14.8166 17.0126 14.4249 14.1621 13.1169 12.7194 16.0897 17.0109 15.4132 13.2773 12.6942 18.0104 12.8885 12.4847 22.1647 13.483 12.2056 11.7211 11.5508 11.9825 13.2513 12.6622 11.5116 13.098 11.2947 11.2769 threshold=-0.4870146363973617 0.8932476043701173 0.62998831272125255 -0.40235787630081171 -0.5331985056400298 -0.049955883994698518 1.3795545101165774 -0.41000805795192713 -0.40164639055728907 0.13273573666810992 -0.8235378861427306 -0.21609326452016828 1.4998303055763247 1.4360503554344179 -0.41771510243415827 -0.38827665150165552 -0.27148537337779993 0.6540975570678712 0.55714058876037609 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internal_value=0.000420685 0.00175091 0.0013329 0.00362989 -0.000756124 -0.00278528 -0.000885151 0.0119085 -0.0157163 0.00388762 0.00507569 -0.00382259 0.00643599 -0.00298002 -3.07353e-06 -0.00487842 0.00341133 -0.000605883 0.00417401 -0.00485221 -0.00803453 -0.0341798 -0.00136852 -0.000214488 0.00313313 -0.001838 -0.0047583 -0.00716298 0.00555328 -0.00874828 internal_weight=17296.9 8570.28 8232.11 3921.99 4310.12 2914.87 8726.58 338.171 160.85 3895.66 3321.76 439.956 2881.8 573.898 1905.81 785.556 1120.25 8565.73 1177.66 430.63 1009.06 26.3319 7388.07 5512.83 1799.39 3713.44 1875.23 1362.2 1365.53 562.491 internal_count=120000 49404 44637 20791 23846 17153 70596 4767 2867 20547 17520 2708 14812 3027 10186 4514 5672 67729 10534 7402 6967 244 57195 47121 10668 36453 10074 7986 6988 21544 is_linear=0 shrinkage=0.05 Tree=340 num_leaves=31 num_cat=0 split_feature=507 46 25 409 409 338 425 517 422 384 477 29 385 500 471 512 501 397 493 491 77 428 449 55 370 122 424 70 281 500 split_gain=13.1194 13.4605 14.9394 14.6492 17.3972 18.1294 16.2458 14.9643 13.3867 13.3137 13.8346 17.4067 12.9155 12.8556 11.6316 11.309 10.8795 10.6964 10.1455 11.3039 12.8351 9.9321 11.3474 9.70048 9.57363 11.3772 10.2709 8.99397 8.82256 8.70688 threshold=1.8433055877685549 0.22105360031127932 -0.26116466522216791 -0.68233358860015858 0.21407908201217654 0.37759804725646978 1.0551087260246279 0.098409730941057219 -0.36050771176815027 -0.31476417183876032 -0.48037184774875635 0.32306918501853948 -1.0045533776283262 1.1568883061408999 -0.18516524881124494 1.0213394761085512 0.84160101413726818 -0.59899097681045521 -0.13957689702510831 -1.372628331184387 -0.18164481967687604 2.3723622560501103 -0.46986435353755945 -0.1707256808876991 -0.99868479371070851 -0.43174238502979273 -0.25883288681507105 -0.46618270874023432 -0.21258518844842908 -0.78400969505310047 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 15 17 5 7 14 12 -9 10 11 -6 -5 16 -7 -3 -11 21 24 -20 -21 22 -1 -8 25 -19 -26 -4 -15 -2 right_child=29 2 27 4 9 6 23 8 -10 13 -12 -13 -14 28 -16 -17 -18 18 19 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.017364098485761342 0.010229510144413563 -0.00056134557976626265 0.0020661520757945559 0.0053353329292379625 0.00069348627160409012 0.0067996335418791347 -0.022696827092730749 -0.001645681231438139 -0.013175330323814408 0.002696960216210376 -0.0041977764057813333 0.02145734270692122 -0.0033322273703479581 0.027558352217201057 -0.0029243823492065566 -0.02638454290100687 0.013989711910403466 -0.01495053290033093 -0.017756662082828719 0.01278581603938031 -0.0029818527252064879 -0.01591145785881443 0.0044543140094539168 0.0059961852680267798 0.0002450379738645762 0.0011402803074137828 0.0098232153284268427 -0.019342339303991762 -0.0021162074398789646 -0.013633085473065519 leaf_weight=316.79873097850941 44.548051349935122 1020.0690772521775 62.592543362290598 516.00349341961555 469.14068280719221 1085.1782920694677 95.574587897222955 409.85126059659524 657.14354353712406 2093.5264423796325 1151.8478959357017 128.7004170648288 2561.0933213129174 97.450211856688838 428.23127051698975 44.163565292605199 237.75903455726802 197.8221109865699 42.094243310391903 519.08771263435483 171.08669896353967 37.575776542304084 370.86823053355329 42.157248498348054 1367.4451124160551 245.68477957090363 352.20137248467654 219.85854797135107 33.272924505115952 258.16565804794664 leaf_count=1425 288 8436 823 2125 2233 6925 615 4695 8386 12379 6049 683 24438 604 3295 422 2775 1260 304 3581 1185 386 1763 1563 7786 1367 1826 5793 332 6258 internal_value=0.000200332 0.000409013 -0.00435892 0.000880577 -0.000105023 -0.00188275 0.00254582 -0.00364847 -0.00875185 0.00233991 -0.000992401 0.00517463 -0.001877 0.00471007 0.00404483 -0.00164003 0.00385136 0.00360592 0.00224333 0.0073304 0.00887007 0.00903792 0.0104106 -0.0138802 0.000518689 -0.00602736 0.00221011 -0.0145814 0.0199712 -0.0101027 internal_weight=15277 14974.3 1346.68 13627.6 10006.9 5795.23 1651.14 4144.09 1066.99 4211.7 1749.69 597.841 3077.1 2462.01 1513.41 1064.23 2331.29 3620.66 2895.42 732.269 690.174 725.243 687.667 137.732 2163.15 443.507 1719.65 282.451 130.723 302.714 internal_count=120000 113454 15474 97980 77097 52042 12398 39644 13081 25055 8965 2916 26563 16090 10220 8858 15154 20883 17309 5070 4766 3574 3188 2178 12239 2627 9612 6616 936 6546 is_linear=0 shrinkage=0.05 Tree=341 num_leaves=31 num_cat=0 split_feature=500 497 395 323 328 336 467 428 499 501 411 400 497 411 419 516 392 501 506 504 516 466 490 506 495 494 468 391 504 412 split_gain=48.5734 45.2276 43.4301 42.2422 33.8537 30.434 29.6511 29.3641 26.164 24.7329 20.87 19.6771 27.3403 19.4384 19.2418 18.8457 19.533 19.7634 15.1608 14.4595 13.0692 12.2713 12.0753 11.7925 11.676 11.6475 11.6162 11.5624 11.0755 10.6444 threshold=-0.2877818495035171 0.035928979516029365 1.1565853357315066 -0.040770284831523888 -0.51238206028938282 0.10112611204385759 -0.30412240326404566 -0.56034472584724415 0.44043914973735815 0.15016409754753116 -0.53931927680969227 -0.42622931301593775 0.56266567111015331 -0.50361111760139454 -0.34567168354988093 0.33746629953384405 0.1897339150309563 0.25502538681030279 -0.20909870415925977 -0.19091250002384183 -0.31310492753982538 -0.51937204599380482 -0.25182533264160151 -0.17717315256595609 -0.69663593173027027 0.021438253112137321 0.13599549978971484 0.11396048963069917 -0.24637120962142942 -0.73059353232383717 decision_type=2 2 2 2 2 2 2 2 2 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 7 15 13 -1 8 -2 18 20 22 -13 -6 25 16 17 -5 -9 27 -4 -8 -10 -18 -16 -7 -3 -12 -22 -15 right_child=2 26 10 4 5 14 21 9 11 -11 19 12 -14 29 24 -17 23 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012360200835604469 -0.028599477656831896 -0.029834494076577657 -0.016953989335659326 0.016806070556489836 -0.00072266055827841034 -0.019930730231025096 -0.0092898697439188702 -0.0098217526545901161 -0.0018155705282798648 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14.290519501548259 202.50809716247022 331.4823222423438 leaf_count=6965 2942 24314 1981 1164 1455 1165 659 1174 1556 15996 890 4624 727 1271 473 1503 4286 5898 2259 3902 245 18698 1241 1512 2244 2559 769 299 2054 5175 internal_value=-0.00205703 -0.0142481 -7.46487e-05 -0.00205399 0.00279451 0.00916216 -0.00213965 -0.00787357 -0.00226065 -0.0155719 0.0126145 0.00025694 0.00590218 0.0166382 -0.000687839 -0.00371601 -0.00607418 -0.000821427 0.00483319 0.0220885 0.00314848 0.0175562 -0.00944575 -0.0164015 0.0130668 -0.00854604 -0.0275523 0.0372411 0.00871653 0.021396 internal_weight=5027.55 702.745 4324.81 3741.64 2040.67 1032.02 368.163 1700.97 984.172 716.795 583.169 898.225 568.192 586.965 445.059 1008.65 901.702 598.09 122.659 291.132 292.037 125.587 330.033 303.612 161.563 283.496 334.582 102.383 228.932 460.915 internal_count=120000 51405 68595 59224 28705 14342 26322 30519 11090 19429 9371 8148 5351 7901 6441 14363 12860 7062 3433 5091 4280 19357 2797 5798 2717 3724 25083 1189 2299 6446 is_linear=0 shrinkage=0.05 Tree=342 num_leaves=31 num_cat=0 split_feature=516 308 381 513 399 505 453 516 333 461 295 60 444 158 298 467 333 350 281 405 387 453 404 501 316 410 395 377 165 92 split_gain=11.5138 11.5447 15.804 13.9985 18.0049 14.9046 14.4906 15.528 16.9033 12.5941 13.8518 12.4192 12.1171 11.9348 11.918 11.5373 11.2629 13.1958 22.3524 13.5456 11.8283 11.1059 11.0072 10.6524 10.1939 10.971 9.97552 12.2159 9.59067 9.56525 threshold=2.1909917593002324 1.1669151186943056 0.22525223344564441 0.6596612036228181 -0.46178261935710901 0.91421514749526989 -0.54922187328338612 0.050251483917236335 0.3387067317962647 0.97625166177749645 1.6871693134307864 -0.56936645507812489 0.094777408987283721 -0.1382525488734245 -0.42015725374221796 -0.29796229302883143 2.1280643939971928 0.087288152426481261 -0.16050213575363156 1.1906374692916872 -0.42492911219596857 -0.34913060069084162 0.8014611303806306 0.62299504876136791 1.1887687444686892 2.013688445091248 0.21076445281505587 -0.54683247208595265 4.4955489635467538 0.11129950731992723 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 9 11 22 12 21 -11 24 -9 29 -10 -7 17 18 -6 -19 -18 -1 28 -24 25 -5 27 -4 -8 -13 right_child=-2 2 26 6 16 15 7 8 14 10 -12 13 -14 -15 -16 -17 20 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0067801405440149039 -0.029243285612068012 -0.00046685152293763417 0.016387322995184705 0.0057006261010982542 0.0024732609716028348 0.00020823410531867678 0.01092972706456153 -0.0075179222160778091 0.019737384873726782 0.0070157399764484117 -0.01466873200859807 0.0022652828178460842 0.0072183417952492099 -0.014361829966522299 0.0016062431296221293 0.0245997833840681 0.0095369345877931375 -0.00011020840643097085 0.016343073916645207 -0.015163481313798436 -0.0098813564720225157 -0.00020993100240704259 0.0082993938422118892 -0.012821917010283127 -0.0079428419292943524 0.033519312603342358 -0.02567514154262104 -0.013846718272159182 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0.00126072 0.00179863 0.00351483 -0.00107277 -0.00603009 -0.0048945 0.00872754 -0.00106412 0.00486813 0.00701189 -0.014143 -0.00711349 0.0105318 -0.000847832 internal_weight=17272.4 17239.8 975.966 16263.9 11064.7 3879.97 5199.19 2635.47 1080.69 3679.3 532.284 2563.71 711.829 1635.9 368.857 200.669 7184.71 6691.76 4189.47 2502.29 492.949 3147.01 1554.79 241.49 927.811 795.182 309.787 192.837 1313.3 1451.74 internal_count=120000 113942 13991 99951 72933 21489 27018 15354 6838 19818 2618 11664 4552 7298 2286 1671 51444 48152 29777 18375 3292 17200 8516 1768 4366 3780 8505 7364 6748 6494 is_linear=0 shrinkage=0.05 Tree=343 num_leaves=31 num_cat=0 split_feature=516 395 161 80 237 244 188 32 505 433 452 414 347 500 333 496 417 472 467 418 211 444 414 515 215 169 500 474 211 169 split_gain=12.8895 12.0831 14.0728 13.1589 22.2002 14.3703 15.9619 13.4581 11.6602 11.3077 10.9075 14.5876 12.0384 11.3127 10.6559 12.2882 10.3871 10.1015 10.1659 9.98468 10.1412 9.51934 9.5101 9.46894 9.08847 8.76766 10.2062 11.7962 8.8157 8.74666 threshold=2.1909917593002324 2.0481899976730351 -0.17425559461116788 -0.13431383669376371 -0.076446671038866029 -0.16534043848514554 0.20972941070795062 0.36233003437519079 -0.32977564632892603 -0.078752472996711717 0.95673474669456493 0.26221172511577612 1.0696030855178835 -1.3429956436157224 1.0622231960296633 -0.61567676067352284 1.2060599327087405 1.4947952628135683 -0.33643768727779383 0.65707689523696911 2.1720103025436406 2.0854126214981084 -0.8827000856399535 0.83231905102729808 0.17149881273508075 0.7516138255596162 0.71264669299125682 -1.756388187408447 -0.13482654839754102 -0.1640081852674484 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 14 10 7 24 -9 19 11 13 21 -1 17 29 -13 18 -5 23 -21 -12 -8 -6 -7 26 28 -28 -4 -16 right_child=-2 2 25 4 9 6 22 8 -10 -11 12 16 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0074915075534719103 -0.031777268618434162 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146.20673474337673 1655.2652410482988 233.27732436847873 22.382480299391318 183.0394428523723 77.117689529724885 82.804315417655744 181.7002701240126 23.330883282586001 3.3250441942363969 33.039782428997569 23.27428404300008 10.578446742380036 leaf_count=1932 6058 2434 984 12263 4607 1734 180 2211 1521 10708 5173 9488 773 29241 57 3650 2339 915 17361 2204 143 788 497 520 1461 176 15 369 152 46 internal_value=0.000200067 0.00026643 -0.00700121 0.000539681 -0.00143805 0.00167301 0.00794306 0.00505327 0.0128245 -0.00790525 0.00105821 0.00174684 -0.00360235 0.000590143 0.000166443 0.00657358 0.0060079 -0.000803511 -0.00133217 -0.00550074 -0.0138141 -0.00214717 0.0245962 -0.00205577 -0.00103521 0.00360443 0.00745401 -0.0160414 0.0136291 0.0426189 internal_weight=15258.6 15227.2 551.02 14676.2 5344.78 9331.44 832.444 709.719 312.088 1062.98 8498.99 7405.85 1093.14 5825.7 4281.8 563.581 1580.15 3718.22 3572.01 874.363 255.66 1015.72 122.726 618.703 397.631 199.028 175.698 36.3648 139.333 22.6302 internal_count=120000 113942 4130 109812 52474 57338 7604 6927 3732 18182 49734 43000 6734 31173 34292 3753 11827 30539 29624 7474 2347 5961 677 5127 3195 1696 1520 384 1136 103 is_linear=0 shrinkage=0.05 Tree=344 num_leaves=31 num_cat=0 split_feature=264 413 433 473 418 517 323 501 238 92 418 403 272 146 40 498 493 394 504 503 364 452 305 290 468 161 439 277 425 400 split_gain=46.4838 37.1636 36.5361 42.7191 28.9559 25.1735 24.729 24.6358 22.0695 20.6146 19.3729 16.2223 16.0414 15.7898 15.7284 15.6738 15.1331 14.5829 14.122 13.6982 13.168 12.9709 12.9064 12.2752 11.8716 11.815 11.9628 11.7285 11.2085 10.7854 threshold=-0.46904626488685602 -0.84459528326988209 -0.50954437255859364 0.26545393466949468 0.6468469798564912 1.3943279981613161 -0.23093630373477933 0.1680584400892258 -0.62453582882881153 0.06704613566398622 0.80877989530563366 -0.29830765724182123 0.41617496311664587 1.9220405817031863 -0.31105123460292811 0.67565608024597179 -0.16106260567903516 4.0424492359161386 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internal_value=-0.00203273 -0.00750914 0.00221726 0.00571636 0.00911375 -0.0129397 0.00527135 -0.00967936 0.00987026 0.000327364 -0.00707217 -0.0146193 -0.00205237 -0.00609275 0.0093153 -0.017577 0.0151522 0.00322146 -0.00239425 -0.00549188 -0.00893304 -0.0136663 0.0223808 0.0203969 0.00574679 0.00231067 0.0141308 0.00120793 0.000949203 -0.00689172 internal_weight=4991.65 2181.6 2810.05 2041.6 1672.82 1288.95 1248.31 368.778 874.94 892.647 768.444 321.938 268.341 520.4 372.247 894.889 606.599 90.9207 394.065 373.371 470.641 664.811 142.235 424.513 156.674 320.066 127.382 230.012 89.9189 321.796 internal_count=120000 42981 77019 63582 46913 33202 40149 16669 20674 9779 13437 13383 3857 5885 3894 29114 16817 2748 4088 19475 5451 13739 1183 6764 12795 4491 1492 2711 2721 3257 is_linear=0 shrinkage=0.05 Tree=345 num_leaves=31 num_cat=0 split_feature=516 503 437 398 450 437 390 422 286 0 359 495 467 466 481 516 503 398 495 413 513 501 516 398 449 108 510 438 418 506 split_gain=11.0866 10.905 37.4987 30.544 18.1723 17.0662 15.4817 15.3962 14.7072 14.2221 12.9863 12.623 22.5471 20.2085 13.4279 13.2008 16.4374 12.6034 13.3288 12.5021 13.8671 13.8687 13.424 12.6949 11.3944 11.2377 10.3718 10.274 10.2165 10.0957 threshold=2.1909917593002324 0.75681927800178539 -0.063988607376813875 0.50848394632339489 -0.077158015221357332 -0.60239678621292103 -0.26965810358524317 1.4193283915519717 1.9671402573585512 -0.36258968710899347 0.49670173227787023 -0.81789985299110401 -0.35009698569774622 -0.78710108995437611 -0.5330786108970641 -0.22357283532619474 0.31402219831943518 2.5829778909683232 0.88185575604438793 1.5146709680557253 0.51993361115455639 0.64325892925262462 0.54629918932914745 -0.9348773956298827 -0.47922419011592859 -0.44804033637046808 1.1174731850624087 -0.82822126150131214 1.2709752917289736 0.92678707838058483 decision_type=2 2 2 2 2 2 2 2 2 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 11 -3 19 10 -5 -9 13 14 -1 -13 26 -17 18 25 20 21 -7 -22 -21 28 -4 -15 -11 -14 -16 right_child=-2 2 17 9 -6 7 -8 8 -10 27 -12 12 24 15 29 16 -18 -19 -20 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0083761121403085458 -0.029104828770316057 0.011335892222033926 0.0011860949189738304 -0.022453590697395137 0.017575854073828674 -0.0033824085664662337 -0.0051875570620497522 -0.0071999924211766713 0.029476119301106291 0.040196665358124453 -0.032213103494561648 0.0028786634203572213 -0.003120710027493076 -0.0023967001729172867 0.011952556453722681 -0.019117609806124786 0.0031842614733695908 -0.017504994172761721 0.032183383961781227 -0.033282364195605069 0.0023105867442398879 0.0030957390840753479 -0.013631609291785278 0.02107717107497736 0.0019708620360695578 0.019825528329044231 0.02802294444976966 -0.0069061638745548564 -0.020166530835671392 -0.0030497792002819536 leaf_weight=305.65986045449972 31.673528796236496 205.39894509018632 130.8039635742316 194.85361794743221 187.2330571229686 4836.0212054721778 456.92944925394841 722.51050166040659 25.49026445299387 15.589737236034123 55.987516588997096 1124.9487150984351 432.95498329075053 327.03765157796443 1109.9022073405795 297.18993138708174 113.88618810940534 26.515753103420138 119.88912703742972 11.790934002958236 3403.0195056879893 995.52534339064732 137.20568937447388 106.31875171960564 1350.9427167180693 214.29284165764693 30.543619706295431 43.724045612383634 110.57247708225623 124.12812782009132 leaf_count=1438 6058 1816 1457 1629 1480 37498 2804 3979 102 88 457 4976 2353 1420 5517 1347 534 294 1669 66 17991 6808 797 6929 6779 1837 148 310 584 835 internal_value=0.000400509 0.000455249 0.00439298 -0.000718593 0.00382645 5.27946e-05 -5.48776e-05 -0.00113581 -0.0077793 -0.0159257 -0.0090092 0.00235024 0.00357385 -0.0024895 0.0068362 -0.00681728 -0.0129276 0.0158797 0.0177975 -0.000572371 -0.00077669 -0.00227561 0.00169095 0.0155846 -0.000485915 0.0127774 0.000194792 0.00543677 -0.00660069 0.0104393 internal_weight=17248.5 17216.9 1595.23 1103.73 849.561 15621.6 662.328 10293.9 803.988 254.167 778.498 5327.77 4253.45 1074.32 2358.98 768.657 411.076 491.502 464.986 9489.88 9371.77 5831.55 3540.23 118.11 1894.47 345.097 357.581 59.3138 543.527 1234.03 internal_count=120000 113942 13384 8127 6100 100558 4620 74627 4538 2027 4436 25931 21044 4887 11328 3449 1881 5257 4963 70089 63094 44306 18788 6995 9716 3294 1568 398 2937 6352 is_linear=0 shrinkage=0.05 Tree=346 num_leaves=31 num_cat=0 split_feature=516 391 501 516 394 484 338 259 501 393 511 499 504 508 451 425 397 391 202 454 471 422 302 69 362 280 497 49 70 114 split_gain=12.447 12.5638 14.7232 29.4829 19.2709 19.0513 17.4196 17.6149 16.2017 14.9801 16.413 15.3307 14.5352 14.007 13.6629 13.3738 15.5871 14.2207 13.0603 12.9345 12.0021 10.5703 10.5118 10.5108 10.1299 9.7115 9.53955 12.4697 8.82643 8.76986 threshold=2.1909917593002324 2.2624942064285283 0.24311848729848864 -0.43362478911876673 -0.33687326312065119 -0.93752920627593983 0.99950578808784496 2.6272046566009526 -0.54479610919952381 -0.61953315138816822 0.71269518136978161 0.42360782623291021 -0.5732942223548888 0.22462889552116397 -0.41313621401786799 0.3641821295022965 -0.1851767301559448 -0.36303414404392237 -0.53878387808799733 -0.42543442547321314 1.8840425014495852 3.2841734886169438 0.94057124853134166 -0.12563050538301465 0.29808874428272253 0.51600912213325512 -0.80761766433715809 0.64814794063568126 0.38823030889034277 0.23570276051759723 decision_type=2 2 2 2 2 2 2 2 2 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 26 13 9 14 -5 10 -7 -11 -3 18 -8 16 -10 -17 24 -20 29 -14 28 -22 -4 -9 -1 -28 -6 -15 right_child=-2 12 5 8 22 6 7 25 15 11 -12 -13 21 20 -16 17 -18 -19 19 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.016278839838033514 -0.031683161637501484 -0.019926925345162463 -0.0023342033551806102 -0.033878327068213067 0.01809460374383498 -0.0016753821632685571 0.011218529806816523 -0.032947552093931347 0.00084799220796723794 0.012495411214147496 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38.688745486142579 11.035990489646791 leaf_count=13369 6058 1326 2442 3119 3084 15802 4788 276 3893 1717 7741 28876 1719 820 6799 870 5038 672 891 4192 28 65 3887 19 818 139 1043 93 346 70 internal_value=0.000195456 0.000259831 2.83144e-06 -0.00343003 0.0049728 0.000730584 7.7751e-06 0.00423466 -0.00683352 -0.000951855 -0.0034777 0.000742874 0.00830639 0.00615207 0.00520971 -0.00601268 -0.003937 -0.0150857 0.00786624 0.0121037 -0.00813226 0.0110458 0.0127964 0.0503918 0.00181934 -0.0185283 -0.00331213 0.00177542 0.0152954 -0.0114997 internal_weight=15239 15208.6 14738.6 2576.73 742.375 12161.8 10732 1986.59 1834.35 8745.46 3512.8 5232.66 470.015 1429.81 1905.27 1780.62 1449.66 330.952 1276.96 750.272 152.845 428.66 382.101 8.15929 526.688 81.3151 360.274 258.537 350.465 144.686 internal_count=120000 113942 110832 35414 21822 75418 66138 12002 13592 54136 23543 30593 3110 9280 11587 10473 8931 1542 8343 5083 937 1784 7317 47 3260 415 14505 1136 3430 890 is_linear=0 shrinkage=0.05 Tree=347 num_leaves=31 num_cat=0 split_feature=499 499 272 516 515 505 516 452 515 464 427 497 501 516 402 166 392 514 515 503 330 263 500 499 505 516 395 266 330 43 split_gain=47.2738 54.3959 37.8426 35.489 46.6109 38.872 32.1778 28.6429 26.6177 25.9709 24.1997 23.3928 21.1343 18.7992 18.5733 18.4113 18.027 15.6776 15.373 15.4589 14.3123 15.0514 12.9047 12.871 12.8476 12.5812 11.77 11.775 11.7237 13.3501 threshold=0.44043914973735815 0.41324219107627874 1.5348296165466311 -0.045815415680408471 0.32066155970096594 -0.047230834141373627 0.14369950443506244 -0.41029326617717737 0.60502028465271007 0.84331971406936657 -0.54750189185142506 0.36196959018707281 0.66476246714591991 0.41009381413459783 -0.79229244589805592 -0.27837455272674555 -0.11764422059059142 0.20564823225140574 0.59139129519462597 0.10902075469493867 -0.25062718987464899 3.7624902725219731 -0.072726853191852556 0.19487819820642474 0.074909877032041564 -0.26560251414775843 -0.070262193679809556 -0.68388479948043812 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0.004227990518273772 leaf_weight=49.22995671373792 313.13392759370618 271.46738276787801 67.14873086148873 291.63092125137337 125.09125793306157 421.53627000650158 72.124745064415038 125.29665453266352 328.7650410188362 88.426290618721396 513.07325160177425 20.222665783483535 40.342801353894174 379.89326270541642 78.981662180856802 222.79733384982683 128.18710334331263 156.21141441562213 159.02909586811438 239.17135494784452 221.92473555880133 1.096179135958663 128.67801652126946 62.933148788637482 107.43347582465503 113.13140077609569 23.438058504834771 81.902913184487261 70.563642433728091 57.568110724561848 leaf_count=1075 3885 23322 1578 5469 793 14167 408 2497 3337 745 5312 836 1548 6944 19845 2184 1943 1514 2207 2498 4810 20 1196 1540 1287 966 421 1308 4472 1873 internal_value=-0.0019941 -0.0140745 -2.0724e-05 -0.00112947 0.00435859 -0.00512972 0.000594582 6.80825e-05 0.00639222 -0.00793556 0.00638535 -0.0131213 0.0121253 0.00202631 0.00213689 -0.0120835 -0.000952263 0.0200077 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10.8125 threshold=1.0060325264930727 0.32516670227050787 1.0796502828598025 1.2682514786720278 0.15688508003950122 -0.7042747139930724 -0.53034693002700795 0.26471886038780218 -0.17373042553663251 -0.27509388327598566 0.51993361115455639 -0.29515302181243891 -1.0687427520751951 1.997359097003937 -0.15879689902067182 -0.16372787952423093 -0.26184351742267603 0.36191563308238989 -1.0988777279853819 0.70849385857582103 0.16511457413434985 1.1741072535514834 0.075677275657653822 -0.36515389382839197 -0.17381567507982251 -0.37952515482902521 0.35305248200893408 -0.4504330307245254 0.35817520320415502 -0.37772814929485315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 5 6 -1 10 -9 15 21 -12 -6 22 -15 18 17 -17 19 20 -3 -8 24 -24 25 -7 -25 -18 -29 -10 right_child=1 9 -4 -5 12 13 7 8 29 -11 11 -13 -14 14 -16 16 27 -19 -20 -21 -22 -23 23 26 -26 -27 -28 28 -30 -31 leaf_value=0.0026727334874594778 -0.0046912594280535879 0 0.034104836464366586 0.011554932156093807 0.0034208518449096721 0.012703522286379219 -0.010197763739371727 -0.0037994881857012206 -0.0068302357068185148 0.013980332916663903 0.0026589755998385166 -0.008928901722299893 -0.0034624172135184483 0.0066511594177511239 -0.011862080786370298 0.011474137171433911 0.01010675627377239 -0.029537695348581944 -0.0040514349565318524 0.069559817711860289 0.04067105385961603 0.019856628727582752 0.0019057554186782399 -0.0022648589558856825 0.0047809909057179986 -0.012480386713360077 -0.019014320697217924 0.024775488938507638 0.082401342472001288 0.022536667396553633 leaf_weight=1109.0027339156368 880.32480823277729 79.036161324474961 36.603364524489734 147.3340409466764 742.17003565165214 79.557598748651799 959.66466546716401 246.0091305647511 40.561229613143951 478.95446894253837 679.7739990533446 406.9974370142445 3844.2524626759114 132.85975322430022 280.1549060017569 77.117836829507723 63.536733387038112 27.440278168302029 422.51142719748896 8.4502167627215368 24.536929182708263 31.129926342749968 1312.8781386619667 309.23242154833861 4257.674391337554 212.0012334685307 141.95613629528088 39.697834610939026 14.859755522571502 133.80617745470954 leaf_count=4528 4560 321 729 743 3793 2129 4552 1406 224 2860 3228 2477 31274 906 3409 343 288 126 1921 32 92 133 8111 6757 22929 9786 1393 169 61 720 internal_value=0.000392159 0.00363752 -0.0010945 -0.0023563 -0.000107915 0.000885625 -0.00172445 -0.00367869 0.00426893 0.00771538 -0.00528935 -0.00167652 -0.00234743 0.00228601 -0.00589442 0.0037446 0.0132183 0.00064526 -0.000193909 0.0143013 0.00968198 -0.00924653 0.00282205 -0.000509861 0.00411515 -0.00558932 -0.00754882 0.0242979 0.0406845 0.0156767 internal_weight=17220.1 2300.4 1064.26 1027.66 14919.7 10333.3 3606.95 2497.94 420.377 1236.14 2077.57 1086.77 4586.42 6726.31 413.015 757.187 222.652 104.558 534.535 112.023 103.573 990.795 6313.3 1764.07 4549.23 291.559 451.189 118.094 54.5576 174.367 internal_count=120000 12245 6032 5303 107755 72688 17268 12740 2350 6213 10390 5705 35067 55420 4315 3353 987 469 2366 445 413 4685 51105 16261 34844 11915 8150 518 230 944 is_linear=0 shrinkage=0.05 Tree=349 num_leaves=31 num_cat=0 split_feature=510 264 386 347 263 503 410 392 315 509 256 508 517 500 383 335 399 328 440 277 316 65 491 372 521 410 322 508 496 364 split_gain=12.3446 12.0568 19.7562 17.83 15.5822 21.6505 18.0309 17.9522 17.1442 15.6932 14.3613 13.8223 13.6514 14.3804 13.3621 12.7849 12.5546 12.2307 14.2188 12.7966 11.4746 11.1462 11.4694 11.1079 14.1072 12.6007 10.9836 10.7202 22.9805 12.6911 threshold=1.3438327908515932 -0.07339147105813025 1.1254570484161379 0.11619083210825921 0.0073755106423050174 0.34921188652515417 0.77793198823928844 -0.72125610709190358 -0.35040087997913355 0.58077523112297069 2.643011331558228 -0.19840741157531736 -0.40718807280063624 1.2586217522621157 0.026104236952960495 -0.73580002784728993 -1.5139409303665159 -0.33689157664775843 -0.074416462332010255 -0.7056116759777068 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28.4024 25.7488 26.4327 24.4136 33.834 20.299 19.756 19.0061 18.5911 18.562 17.8058 17.6515 21.3142 17.2834 19.1445 16.2344 16.1521 17.0364 14.8203 14.1446 14.0992 13.8964 13.7188 12.2246 threshold=0.44043914973735815 0.41566883027553564 -0.16553859412670133 0.514366775751114 -0.39475110173225397 -0.11066797003149985 0.22992813587188723 -0.47936558723449701 -0.59674274921417225 -0.5116419494152068 0.13343282043933871 -0.54120004177093495 -0.6046832501888274 -0.57553252577781666 -0.26104089617729181 -0.16484922170639035 0.13115307688713077 -0.47009332478046412 -0.49974428117275232 0.22945356369018557 -0.059645308181643479 -1.0684351921081541 -0.35483251512050623 0.13353777676820758 -0.28143495321273798 -0.99832460284233082 -0.24991167336702344 0.14364425837993625 0.43532373011112219 -0.28360235691070551 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 4 5 16 19 14 8 21 17 11 25 -10 -1 -5 -12 -2 -6 -19 29 -21 -8 23 -9 -20 -11 -22 -15 -18 -4 right_child=2 -3 3 6 9 -7 7 22 12 10 15 -13 -14 27 -16 -17 28 18 24 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.014847423042567705 0.0092325291055331115 -0.02628864357025534 0.010459763807794207 5.9690523903547558e-05 -0.022600964410890781 -0.0075860508988467249 -0.022139784174032767 -0.014641058998126719 0.014175789309557464 -0.016119629266584397 -0.013537072909141948 -0.012327361992764845 -0.0042974283258566904 0.025662455723408296 0.02678309408433957 0.022087219569065224 -0.023876789402572984 -0.015628411877864838 -0.0046548078547132953 -0.017323208860716009 0.027271683864853444 -0.00031945512947258674 -0.021734426576046 0.0063646537663906129 0.022201263403572542 0.021633123927520405 -0.0058410134297797525 -0.0012411881432630638 -0.00058178761111047955 0.038072016531843611 leaf_weight=111.11708271480165 58.698923646006733 378.93422047793865 53.262575216591358 112.88995554915164 164.48386659915559 109.66133931535296 131.66394657362252 196.74579666974023 472.80143981100991 33.320724393241107 41.940252495929599 270.51905009313487 207.98068725829944 88.497940963367 154.79903438210022 274.1594651278574 377.36648988805246 179.11482991627418 108.93547972571105 44.913299632724375 131.80133157421369 242.79438244155608 204.79534903843887 188.93770484626293 96.670032269321382 95.107916319044307 42.160200228332542 103.99229714239482 76.449720017844811 170.13320735190064 leaf_count=2259 831 29330 538 995 2202 2409 1539 1801 3610 368 1644 5488 2790 19706 3586 2634 15675 1821 923 706 1396 2024 3765 2437 1110 894 605 2561 1544 2809 internal_value=-0.00195068 -0.0138816 -2.95815e-05 0.00389592 -0.00547912 0.0158907 0.000432706 -0.00202175 0.00265291 -0.000961992 0.00512261 -0.00454859 0.00852503 0.00159086 0.0155362 0.017342 -0.0166097 -0.00889256 -0.0030143 0.0217235 0.0116934 -0.00800895 -0.0103833 -0.00433889 0.00795252 0.0117944 0.0192192 0.0111088 -0.0199645 0.0315186 internal_weight=4924.65 682.542 4242.11 2465.34 1776.77 551.932 1913.41 1645.72 1055.24 1264.25 715.047 398.948 680.782 303.607 267.689 316.1 512.515 549.204 384.72 442.271 218.875 374.458 590.479 385.684 205.606 128.429 173.962 192.49 453.816 223.396 internal_count=120000 53856 66144 31010 35134 8463 22547 17966 9963 17084 11028 6750 6400 24526 4581 4278 18050 6056 3854 6054 2707 3563 8003 4238 2033 1262 2001 22267 17219 3347 is_linear=0 shrinkage=0.05 Tree=351 num_leaves=31 num_cat=0 split_feature=514 453 435 517 390 319 338 452 331 188 516 503 425 490 510 466 497 500 399 506 497 443 391 281 440 455 398 326 391 474 split_gain=10.9849 11.5238 17.369 17.185 18.2538 15.7675 14.0988 13.7119 13.7419 13.3084 13.005 12.6367 12.451 12.1071 17.6951 17.3471 18.2514 14.279 12.7327 10.8902 11.3142 10.8814 10.8702 12.7006 10.6974 10.2343 10.1135 9.98101 9.68309 10.8019 threshold=1.6183338165283205 -0.49067367613315577 0.21827017515897754 0.80880317091941845 -0.71544429659843434 -0.071643657982349382 -0.45078983902931208 -0.63744178414344776 0.16080357134342196 -0.46095508337020868 -0.50092303752899159 0.69661819934844982 -0.52859455347061146 -0.31752066314220423 0.62862056493759166 -0.74071446061134327 0.046478370204567916 1.1754999160766604 -0.4925068318843841 0.12731812149286273 -0.34960035979747767 -0.87976211309432972 0.98485490679740917 0.67048892378807079 -0.16474420577287671 -0.32322965562343592 1.2786217927932741 -1.1714560985565183 -0.093558751046657548 -0.46874988079071039 decision_type=2 2 2 2 2 2 2 2 2 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 10 24 22 19 8 -6 -8 -1 -11 -9 14 18 21 -17 -16 -12 25 -21 -15 23 -3 28 -4 -24 -22 29 -5 right_child=-2 2 6 4 7 -7 9 12 -10 11 13 -13 -14 15 17 16 -18 -19 -20 20 27 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.025138108064510018 -0.019724040432514679 0.004867991160657642 0.010341573229134825 -0.013219197156626348 -0.0074202084208685104 -0.0026568957897432064 -0.0077097835256498097 -0.01711652027976646 0.013436157806252763 -0.0013801589431767548 -0.003666439091386454 0.019097422734257005 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leaf_count=390 1009 26945 4137 1187 1401 15083 11211 3386 608 7428 5486 946 3061 273 5421 2679 3178 436 10853 254 103 1498 3748 1746 1214 2804 529 1309 799 878 internal_value=0.000382209 0.000461923 0.00178545 -0.00080884 -0.0047379 0.00335376 -0.00151346 -0.0083627 0.000294888 -0.00429936 0.000442273 0.0014507 -0.0113734 0.00063484 0.00193333 -0.00291056 -0.00578235 0.00742727 0.000259223 0.00316668 -0.00584308 0.00566061 0.00450637 0.00530353 0.00122177 0.00616417 -0.00263096 -0.0105174 -0.00250232 -0.00643533 internal_weight=17193.8 17126.2 8390.88 8735.36 2110.66 5688.2 2702.68 1312.91 338.355 1694.87 6624.7 630.471 974.557 6575.5 4813.88 1761.62 1319.97 1123.51 3690.37 1007.81 251.149 441.643 4773.66 4294.71 797.744 756.661 478.945 210.574 563.678 414.78 internal_count=120000 118991 76243 42748 12534 48051 28192 8456 2009 19585 30214 8374 6447 29824 22196 7628 5857 5857 16339 8607 1666 1771 32968 28691 4078 6941 4277 1412 2864 2065 is_linear=0 shrinkage=0.05 Tree=352 num_leaves=31 num_cat=0 split_feature=516 203 148 230 94 395 477 391 497 455 465 259 24 506 497 499 515 495 424 515 323 118 247 22 279 188 391 287 387 498 split_gain=11.8169 11.7252 16.5394 16.2969 23.0459 13.9348 13.3767 18.1497 14.3701 21.3203 12.7139 12.3111 11.3934 11.2691 17.2112 21.0886 13.0319 11.6333 12.3635 11.1831 11.0188 10.9045 11.2888 10.5418 10.4271 11.6753 10.338 9.72222 9.70118 9.57457 threshold=2.4689922332763676 0.16376333683729175 -0.062795218080282197 0.11338318139314653 0.14012058824300769 2.0481899976730351 0.037776136770844466 -0.16832958906888959 -0.044205933809280389 1.5479112267494204 2.2580622434616093 -0.51258447766304005 -0.054004387930035584 0.25901018083095556 0.5123688578605653 0.42508888244628912 0.035514228045940406 -0.90487512946128834 0.9028039574623109 0.22945356369018557 2.3739279508590703 0.22188720852136615 -0.33934170007705683 3.2717424631118779 0.57628947496414196 -0.30209328234195704 0.53990808129310619 1.0965239405632021 0.066692028194665923 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leaf_weight=359.96914079971611 26.675224278005771 1556.0379516312387 917.04747409233823 270.18700739141786 937.85350432887208 120.84642278350657 760.94926900870632 876.45511220931076 1791.6505123032257 34.464563798159361 36.810797299840488 576.71224567550234 244.45530414022505 266.03079336549854 33.940782711782958 162.46912865305785 905.95870728325099 3523.6425371606019 907.07303979428252 121.10451684519649 65.333095014095306 147.74589609651593 190.37117818224942 60.853682579938322 43.381399132311344 34.521351275267079 130.04213896562578 47.243781873257831 13.496571613999548 33.655940142460167 leaf_count=5025 5592 7512 5434 7664 8551 836 4316 4946 11284 141 249 5891 2067 1680 278 1813 5495 28059 6103 697 329 1100 1824 279 307 239 1572 432 83 202 internal_value=0.000182253 0.000241154 -0.00114616 0.00163384 0.00211964 0.000382504 0.000846184 -0.00277734 0.00263968 -0.000397325 0.00927324 -0.00470421 -0.00132895 0.0010085 0.00502115 -0.00866181 0.00731904 -0.00010846 -0.000911326 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threshold=0.68856248259544384 1.1565853357315066 -0.50954437255859364 -0.83474224805831898 -0.33812259137630457 -0.30233220756053919 -0.56651422381401051 0.86183220148086559 -0.12161376699805258 -0.76246476173400868 -0.55851823091506947 -0.27225895226001734 -0.53931927680969227 0.64036414027214061 -0.30950097739696497 0.9078221619129182 0.18905099481344226 0.38227561116218572 -0.40857060253620142 -0.56883198022842396 -0.16873438656330106 -0.29203245043754572 1.1627900600433352 -0.34567168354988093 0.11396048963069917 0.44043914973735815 0.1180473491549492 -0.24054787307977674 -0.35272532701492304 -0.53178212046623219 decision_type=2 2 2 2 2 2 2 2 2 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 -2 9 -6 10 15 -1 -4 -7 -8 22 21 -9 -5 17 -15 23 -20 24 -10 27 -11 -14 -23 -24 -3 -17 -22 right_child=3 12 4 7 5 6 11 14 13 18 -12 -13 20 16 -16 28 -18 -19 19 -21 29 25 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.017274368084572965 0.033856906869539988 -0.015215189446450462 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61.711793209426105 96.279973131546285 65.39715230895672 8.9197152496781182 110.06495872139931 137.6050374484621 14.235530385165474 152.75580381241161 17.936240428127348 52.173404426081106 20.82350480533205 116.07728603796568 leaf_count=10856 18961 2255 7915 25722 1509 5718 1665 1944 971 2818 5427 10356 942 891 663 1448 1994 2202 1348 2040 1012 296 1075 2749 310 1095 217 805 1931 2865 internal_value=-0.00191182 -7.69184e-05 -0.00200896 -0.0139402 0.00187099 0.00514978 0.00384944 -0.016634 -0.00893288 -0.00838889 0.00838323 -0.00447766 0.0123102 -0.00350961 2.15299e-06 -0.0228068 -0.00862931 -0.0163891 -0.00195011 0.0103273 0.0213023 0.00708632 0.00337369 -0.00975953 0.0360233 0.0160895 0.0154085 -0.00627448 -0.000537133 0.0128831 internal_weight=4888.62 4242.03 3670.08 646.595 2351.65 1782.53 1727.7 612.258 1318.44 569.114 1119.03 608.67 571.942 799.427 165.503 446.755 539.327 295.65 407.048 157.992 284.736 260.099 287.206 249.056 103.261 161.676 128.001 159.205 70.4472 181.474 internal_count=120000 69331 59850 50669 41545 24675 23166 31708 18305 16870 11145 12021 9481 7449 2607 29101 5087 3093 8955 3388 5129 2362 4352 5567 1252 1391 1292 3060 3379 3877 is_linear=0 shrinkage=0.05 Tree=354 num_leaves=31 num_cat=0 split_feature=374 513 322 495 373 281 462 473 255 456 440 394 457 89 273 410 391 413 265 237 289 445 498 335 516 504 302 309 40 444 split_gain=10.9781 14.6313 15.3338 18.0914 12.9573 17.1451 18.0416 12.809 18.2841 17.3525 12.3645 15.2694 13.5044 12.4454 12.0399 12.0063 11.533 14.0192 11.9935 11.3791 11.3615 11.3213 14.5638 13.3233 12.3633 11.1125 10.907 10.6172 10.1429 10.0052 threshold=-0.12864725291728971 0.40979686379432684 -0.025163399055600163 -0.90487512946128834 0.88198712468147289 -0.27558955550193781 -0.20305012911558148 -0.53943079710006703 -0.24234537035226819 -0.30307447910308832 -0.53116440773010243 1.8944668769836428 -0.64929163455963124 2.6098109483718877 3.4738028049468999 -1.0438981652259824 0.046365061774849899 1.1968990564346316 1.1125763654708865 7.2368314266204843 1.8856278061866762 -0.38003006577491755 -1.6475803852081297 0.93353980779647838 -0.24505014717578885 0.48279327154159551 -0.4774059653282165 -0.5815548002719878 -0.43787683546543116 1.4283575415611269 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 16 3 15 14 6 10 -5 9 -9 11 12 -6 28 19 -3 18 27 25 21 -8 22 -1 -23 -24 -2 -10 -18 -12 -7 right_child=1 2 -4 7 5 29 20 8 26 -11 13 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01922204840492539 0.00019844671769210303 0.018295380561744994 -0.0044358675413570534 0.011162140482777118 0.0033157429689676049 0.017620667126179736 -0.010728194356927651 0.0030549116191752324 0.0024196815910052525 0.013530432204819937 -0.0063018996146697722 -0.011757430386348511 0.016458438166907129 0.053554213734806136 0.0080958053453446376 -0.007354216126817398 0.00049099053436543565 0.021620826342700655 0.01326887237355886 0.028694863185016517 0.0073562348502059678 0.0017231198119887024 -0.00068281801407158815 -0.0067721831895605948 -0.006742945707897411 0.027833687683855069 -0.01064863089882304 -0.0077152932679656937 0.0065072052252675913 -0.018603484494837126 leaf_weight=159.64388242951827 2088.693407276005 51.214430956169963 505.0183684482472 916.60162660782225 399.70145845576189 231.50305188662605 428.99020023352932 1068.351572619169 394.98283259547316 629.09369884675834 476.65572846261784 91.7583691123873 384.68581519369036 10.068674730369819 282.3218936342746 406.07121425587684 654.97678931860719 53.143045657605398 207.80103066749871 29.054362467722967 108.47287712339312 2089.5450613859575 1659.4923397128005 592.21500910288887 1711.8041808221606 36.930791565217078 267.39427783200517 985.45357635058463 228.29752283543348 20.558485313376877 leaf_count=1315 13004 222 3311 4244 1668 3752 2928 6665 2272 2900 2994 437 1929 57 1481 1866 3442 2084 1319 192 555 19743 9354 8706 10382 452 3550 7917 1098 161 internal_value=0.000372345 0.00168478 0.0037353 0.00484195 -0.000845345 0.00231097 0.000848044 0.00614284 0.00419074 0.00694078 0.00352545 0.00750771 0.00976894 -0.00134755 -0.0019979 -0.00446725 -0.000472352 -0.00361406 0.00180578 -0.00245537 -0.00706833 -0.00260231 -0.00446245 -0.000151222 -0.00376149 0.000682223 -0.00284911 -0.00443588 -0.00214627 0.0146401 internal_weight=17170.5 8265.73 4238.73 3733.71 8904.77 2380.69 2128.63 3276.42 2359.82 1697.45 1591.17 876.146 784.387 715.022 6524.08 457.286 4027 1693.57 2333.43 6241.75 537.463 6212.7 3530.94 2681.76 3371.3 2125.62 662.377 1640.43 704.953 252.062 internal_count=120000 53248 25030 21719 66752 15579 11666 19631 15387 9565 8183 4034 3597 4149 51173 2088 28218 13443 14775 49692 3483 49500 21051 28449 19736 13456 5822 11359 4092 3913 is_linear=0 shrinkage=0.05 Tree=355 num_leaves=31 num_cat=0 split_feature=465 516 501 296 421 506 385 503 240 420 392 504 392 412 413 497 444 303 338 398 375 400 296 120 274 459 315 459 412 454 split_gain=11.5081 13.2472 19.554 22.0685 17.4815 16.5369 12.5727 19.6873 13.6167 13.3559 18.1415 13.8338 12.353 12.3946 11.9459 12.8359 11.9309 11.9232 16.1486 13.1813 12.528 11.9072 11.5325 11.0795 10.5086 10.058 9.89968 9.87099 9.74425 9.61413 threshold=1.7680100798606875 -0.14709760248661038 0.2367375120520592 -0.5245113968849181 1.7931396365165713 0.34963682293891912 -1.1109206676483152 -0.22395393997430799 -0.0099307303316891176 -0.23009771853685376 -0.87016862630844105 -0.7078537344932555 -0.3971251100301742 -0.29408833384513849 0.18246327340602878 0.15144171565771106 0.30715529620647436 0.10888556018471719 0.68366870284080516 -0.65943428874015797 -0.44965851306915278 -0.98904991149902333 1.7401666641235354 -0.17744393646717069 2.0022634267807011 -0.23723281174898145 -0.32897110283374781 -0.22799383848905561 -1.3376572728157041 3.2478867769241337 decision_type=2 2 2 2 2 2 2 2 2 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 16 4 21 6 7 -1 9 11 -11 -8 22 -14 15 -9 29 18 20 25 -5 28 -7 -18 -23 -19 -20 -16 -4 -3 right_child=-2 2 3 17 -6 12 8 14 -10 10 -12 -13 13 -15 27 -17 23 19 26 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.015428408462920174 -0.0065217372506060356 -0.01747281665982665 0.038902368435192416 0.00039357983880660785 0.016655077294236955 0.0044437268705246058 -0.021248860352401592 0.010332951817510032 -0.011313306984996692 -0.011905342586542772 -0.00046835453484979719 0.0028557081594170058 0.028950097789349608 0.0089492924980992539 -0.033385872855543806 -0.0038283856400350182 -0.012803818833292077 -0.010012388958280917 0.0037083978706120772 -0.0044132634193850958 -0.0086894075395259757 -0.00088180913877842408 -0.036472917116820394 0.018681901117204566 0.015140925227102617 -0.03290603336572772 0.026098813739190409 0.010992364956080171 0.0083031221049441519 0.052514835942830643 leaf_weight=105.09908114606515 613.98678318987368 327.92604931484675 31.412130232900381 759.42942189972382 213.00445891241543 419.95397023763508 60.304184098378755 1013.6231676707976 251.84748346282868 391.8378251810791 3016.2618288542144 3891.6360052784439 113.63943132199347 247.12059670337476 32.261780711822212 189.38256203592755 57.427401702792849 100.63943709852174 207.3358352772193 309.77400018635672 756.98969949467573 1548.0882917719427 17.839936662465334 54.134658246068284 109.4672897355631 93.286996908369474 65.025222597876564 20.163857653504238 154.66166876023635 4.852531927637755 leaf_count=711 4212 8703 184 4750 1376 2346 7894 4027 16054 2552 18140 20769 563 1247 170 892 718 724 1317 2001 6314 10761 71 732 577 591 527 142 914 21 internal_value=0.000182575 0.000465592 -0.00168682 -0.000664731 0.00309419 0.00152204 0.000907717 0.00533474 0.000115726 0.000507635 -0.00178507 0.00248609 0.00841729 0.0152697 0.00707801 0.00809932 -0.0116772 -0.0040391 -0.00212187 -0.010836 -0.00413758 0.00152389 0.00275702 0.00243266 0.000174188 -0.0210623 0.00908 -0.0162336 0.0135137 -0.0164218 internal_weight=15178.4 14564.4 4793.46 4349.11 2056.63 9770.97 8972.42 1360.53 7611.89 7360.04 3408.1 3951.94 798.554 360.76 1255.43 1203.01 444.341 2292.48 1788.78 503.7 1516.42 1843.63 437.794 111.562 1657.56 193.926 272.361 52.4256 186.074 332.779 internal_count=120000 115788 40210 30036 13812 75578 71351 5942 65409 49355 20692 28663 4227 1810 5231 4919 10174 16224 12908 3316 11064 12436 2417 1450 11338 1315 1844 312 1098 8724 is_linear=0 shrinkage=0.05 Tree=356 num_leaves=31 num_cat=0 split_feature=499 499 272 410 517 505 520 453 279 498 506 516 506 445 278 418 501 466 501 439 412 462 501 501 422 520 452 259 330 419 split_gain=42.8226 49.1224 35.1845 33.3369 33.4491 32.7127 29.547 25.9703 24.7901 20.9012 20.7311 19.1545 18.9335 18.2153 18.2028 16.3304 16.1327 15.5056 15.3828 14.9276 14.7757 14.5848 14.0674 12.6444 12.3992 14.0832 11.9602 10.9189 10.0577 12.5725 threshold=0.44043914973735815 0.41566883027553564 1.5348296165466311 -0.7367265224456786 1.1131408214569094 -0.072347871959209428 -0.15265669673681256 -0.625026375055313 0.89394766092300426 0.53461605310440075 0.2186686843633652 1.0000000180025095e-35 -0.35834977030754084 -0.65771359205245961 -0.4810738712549209 -0.33576846122741694 -0.076082088053226457 -0.80550375580787648 -0.54479610919952381 0.24722555279731753 -0.73059353232383717 -0.47253705561161036 0.66476246714591991 0.56133899092674266 1.7084582448005678 0.60004267096519481 5.2385466098785409 -0.71442112326621998 -0.29380787909030909 -0.34567168354988093 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 3 8 5 12 11 17 10 16 24 20 26 -9 -1 18 -7 -8 -10 -4 -6 -16 -14 -12 -2 -26 -5 -23 -3 -30 right_child=2 28 19 4 6 9 7 13 15 -11 23 -13 22 -15 21 -17 -18 -19 -20 -21 -22 27 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.021632514987053209 -0.022771568121787735 -0.031693561535726715 0.023899963552698213 -0.0077220074115499568 -0.01260566832982889 0.014216709925578662 -0.015229844410393718 0.0042454458321500594 0.11538145131738682 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158.51102821447421 75.589914444019087 42.225535256671719 leaf_count=1773 8137 23117 2245 3902 371 3176 464 3490 32 9006 1513 3314 3243 4461 893 908 10877 2192 1568 847 2844 738 1288 1406 707 139 14 21122 4884 1329 internal_value=-0.00188779 -0.0136813 -1.77536e-05 -0.00109586 0.00122159 -0.0042624 0.00604224 0.00223445 -0.0101417 -0.0107847 -0.0139281 0.01758 0.00421079 -0.00283828 0.00135302 0.0100349 -0.00614954 0.0123335 -0.0101917 0.0194603 0.0105035 0.00798986 0.0109059 0.000305611 -0.0192499 -0.00148035 -0.00677622 0.0130913 -0.0259626 -0.0138417 internal_weight=4857.23 664.321 4192.91 3973.33 3162.63 1479.04 1683.59 1266.25 810.701 836.049 682.839 417.344 642.992 842.592 298.54 127.863 623.046 423.655 55.8193 219.572 291.32 231.872 399.813 185.598 497.24 82.5037 243.178 199.138 365.781 117.815 internal_count=120000 53856 66144 63052 48642 31506 17136 10607 14410 23059 11902 6529 8447 7951 24526 2508 14053 2656 1600 3092 3215 22753 4531 2919 8983 846 3916 21860 29330 6213 is_linear=0 shrinkage=0.05 Tree=357 num_leaves=31 num_cat=0 split_feature=516 352 513 522 343 506 457 289 466 503 117 495 453 411 333 264 501 515 503 439 152 308 444 496 396 416 497 507 499 507 split_gain=10.4951 10.3334 14.6403 16.8163 14.2525 15.9318 17.4871 14.7088 13.7278 18.1682 16.4382 15.9817 14.4718 15.7628 14.2381 13.6495 13.2669 13.144 12.5896 12.5567 12.0295 11.7432 11.38 11.3084 11.2551 13.8352 11.0079 10.8979 10.8649 10.8359 threshold=2.1909917593002324 -0.12896983325481412 0.39091372489929205 0.73891434073448192 1.6991928815841677 0.034017270430922515 1.2068116068840029 0.080989550799131407 -0.11712612956762312 0.86719170212745678 -0.37580426037311548 -0.69663593173027027 -0.39134781062602991 -0.53122293949127186 1.6375012993812563 -0.47645922005176539 0.646814525127411 0.17381635308265689 0.9764486849308015 -0.33159942924976343 -0.68996036052703846 -0.66236981749534596 1.3405994176864626 -0.34867680072784418 -0.39634890854358668 -0.46732962131500239 -0.91826939582824696 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0.000714434 -0.0128138 -0.000779288 0.0085707 0.0016211 -0.00800082 -0.00758621 -0.000500617 -0.00265528 -0.00599809 0.0157312 0.00803036 -0.00784838 -0.00468367 internal_weight=17146.6 17116.2 6162.9 3072.79 3090.12 2831.68 1547.69 1283.99 10953.3 3092.74 132.601 2960.14 7860.59 5497.38 2363.21 2471.65 2822.85 249.936 2371.42 451.428 3025.74 1073.52 479.722 1398.13 2547.69 1266.47 258.441 1478.22 232.819 59.4572 internal_count=120000 113942 41179 25020 16159 15062 7941 7121 72763 27630 1061 26569 45133 27551 17582 13134 22074 2946 18400 3674 14417 6567 3061 6567 17408 7541 1097 7467 2089 503 is_linear=0 shrinkage=0.05 Tree=358 num_leaves=31 num_cat=0 split_feature=507 441 497 452 424 510 393 473 495 420 503 32 500 508 429 333 22 417 462 262 516 495 399 287 159 305 276 502 430 212 split_gain=11.4703 11.9714 15.7294 14.3395 14.1425 16.5196 14.0644 15.7393 17.2596 17.6799 14.0508 13.793 12.9854 12.4829 13.037 12.9087 12.1996 11.9286 18.5496 13.1344 11.8928 12.9706 11.6329 11.1769 10.9252 10.5671 10.4022 10.4681 9.99316 9.49667 threshold=1.8433055877685549 2.4097801446914677 -0.36082842946052546 0.95673474669456493 2.3117308616638188 0.082463681697845473 -0.1553741171956062 0.37005959451198583 -0.70343631505966175 1.0915021300315859 0.30981861054897314 0.63986608386039745 0.026345752179622654 -0.41542096436023707 -1.0335575342178343 0.91423627734184276 0.091136705130338683 -0.093602348119020448 -0.44436846673488611 -0.2746311873197555 -0.18873067945241925 -0.99995440244674672 -1.2743298411369322 1.4533947110176089 0.1364446431398392 0.53863024711608898 0.09423436596989633 0.10443716123700143 -0.76087123155593861 0.22148616611957553 decision_type=2 2 2 2 2 2 2 2 2 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 16 6 5 11 7 8 10 -10 -1 12 -5 14 -9 -15 24 20 23 -20 25 -22 -7 -19 -3 -8 27 -4 -6 -13 right_child=-2 2 26 4 28 22 17 13 9 -11 -12 29 -14 15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0054847900831992537 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29.40512380329892 369.65097012213664 296.15330257208552 161.29626398236724 60.217221703380346 1249.688813015935 289.64379494794412 9.8854932584799808 56.678030968410894 475.97565823001787 31.246033255476505 224.85615858528763 285.79685581300873 81.489805717137642 leaf_count=8733 6546 1060 254 729 623 211 6591 75 29030 4795 5233 640 3230 6670 693 3417 107 1808 7836 13171 326 8086 4828 47 226 2169 147 869 1394 456 internal_value=0.000174102 0.000369047 0.00674105 5.25907e-05 -0.00441577 -0.00699242 0.000619594 -0.000500687 -0.00151687 -0.00317563 0.00216436 -0.00360519 -0.00695303 0.00396591 0.0248375 0.00303072 -1.97836e-05 0.00311677 -0.00216742 -0.00895099 0.00456608 0.000960718 -0.0169584 0.00599574 0.0025232 0.00726902 0.0150073 0.0180174 0.00419316 0.0076388 internal_weight=15156.3 14858.9 702.187 14156.7 1593.04 1226.54 12563.7 8671.55 7065.32 4871.58 2193.74 915.885 706.123 1606.23 68.5455 1537.69 385.988 3892.15 836.986 457.45 3055.16 1309.91 310.651 379.536 356.583 1745.25 316.199 284.953 366.501 209.762 internal_count=120000 113454 2663 110791 12111 10094 98680 58646 47791 33825 13966 5055 3959 10855 768 10087 1393 40034 22862 21007 17172 8412 5039 1855 1286 8760 1270 1123 2017 1096 is_linear=0 shrinkage=0.05 Tree=359 num_leaves=31 num_cat=0 split_feature=499 499 413 319 497 433 501 454 510 352 125 502 445 516 410 284 76 465 501 438 501 335 346 513 512 272 445 374 425 495 split_gain=40.8803 47.2509 34.7336 41.3005 33.7143 28.9637 27.8917 26.986 24.8031 21.4586 17.5978 17.5413 17.4521 16.3338 16.3031 15.7984 16.0363 14.4938 14.4839 18.2637 14.0044 13.9505 13.3519 12.9537 12.4751 11.599 12.2173 11.1536 10.6667 12.5223 threshold=0.44043914973735815 0.41566883027553564 -0.81115323305129994 -0.31154425442218775 0.46516181528568273 -0.50954437255859364 0.24311848729848864 -0.13649859279394147 0.95503422617912304 -0.28097286820411677 -0.47317184507846827 -0.33836516737937922 -0.70233505964279164 -0.32922963798046107 -0.91595056653022755 -0.51363638043403614 0.077162053436040892 0.94064888358116161 0.39314049482345587 -0.60465967655181874 0.61282661557197582 -0.80628952383995045 0.85217386484146129 0.87057518959045421 -0.80471283197402943 2.576108574867249 0.041172647848725326 -0.1087474226951599 0.313184604048729 -0.50719785690307606 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 8 9 7 -4 18 13 -10 -1 20 -2 -7 16 -15 -14 19 -5 21 -8 -17 -13 -9 26 27 -16 29 -6 right_child=2 -3 3 4 28 14 12 24 10 -11 -12 23 17 15 25 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.018488984357253931 -0.02215603509058833 -0.025732756335578973 0.01769599568033638 -0.017096859936228524 0.0088398682025619211 -0.0022886550048490605 -0.012327847310847835 0.10338446508490409 -0.0061526836960496198 -0.012347226257242477 0.026715247159980138 -0.016665526317687567 -0.019772986094404376 -0.006449138063913765 0.024725985486580428 0.028821378888859744 0.016292627307392778 0.0025867812504329398 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175 1160 2000 1199 4414 internal_value=-0.00185201 -0.0134897 -3.14588e-05 -0.00379989 0.00509621 0.00548881 -0.00847611 0.00387522 -0.00194651 -0.000749368 0.0139626 0.00127949 -0.0119439 0.00446791 0.012339 0.00698282 0.000700888 -0.0171849 -0.00880627 -0.0011749 -0.00537375 -0.00120609 0.0182716 -0.00732462 -0.00980948 0.0157842 0.0145692 0.0182709 0.0190842 0.0236073 internal_weight=4826.85 652.491 4174.36 2481.38 854.566 1692.98 1626.81 356.306 568.211 885.74 170.939 295.592 1270.51 610.664 807.244 558.198 358.983 706.231 397.272 242.985 564.276 441.491 199.216 196.911 178.867 653.63 633.128 493.088 286.355 234.768 internal_count=120000 53856 66144 50999 19431 15145 31568 4835 13075 8033 4746 24526 26733 5330 7112 4069 2815 15878 8329 3804 10855 5828 1254 4422 1912 5560 5385 4225 6356 5157 is_linear=0 shrinkage=0.05 Tree=360 num_leaves=31 num_cat=0 split_feature=463 494 413 423 508 510 419 443 456 509 394 286 500 505 506 468 507 445 440 506 269 471 503 429 265 277 508 507 327 76 split_gain=10.2214 14.5775 21.4441 19.723 16.4499 14.9704 13.8779 14.1091 13.7535 13.6433 13.1429 14.6058 14.2246 13.8571 14.8276 14.0339 13.8429 13.5923 12.8108 16.4445 14.0384 12.5843 12.5766 12.4962 12.4206 12.1416 12.102 11.4336 10.7567 10.7154 threshold=-0.15767777711153028 -0.21535122394561765 -0.83025470376014698 0.80888760089874279 -0.32836212217807764 1.2226461768150332 -0.34567168354988093 0.55425462126731884 -0.3200500607490539 -0.524960696697235 0.90141031146049511 1.9671402573585512 1.1794707775115969 0.66253182291984569 -0.39992989599704737 -0.45811703801155085 -0.75206035375595082 -0.56954845786094654 1.0000000180025095e-35 -0.012886196840554474 -1.0421739816665647 -0.3645972460508346 -0.10875364765524863 -0.96001753211021412 -0.69832304120063771 0.77330353856086742 -0.13783074170351026 0.79474246501922619 -0.48942007124423975 -0.14367873221635816 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 -2 6 -4 28 7 9 -8 -3 12 -12 13 14 16 -15 22 24 19 20 -6 -17 -1 -14 -16 -21 -19 -11 -5 -10 right_child=1 3 4 5 18 -7 8 -9 29 27 11 -13 23 15 17 21 -18 26 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.079659209930427965 -0.0062770390723486296 0.022757635871737153 -0.0016269562074506219 0.027963828464815318 -0.0011147771303383538 -0.033334592834802362 -0.016274979186858145 -0.0055401212522743744 -0.0085831657279073215 0.00047526583436210935 -0.0025007814629262742 0.017296955438245182 0.0081310944893293775 0.01690120184860373 0.0048644932103527978 0.011667530956898299 0.0063123777293747742 -0.00048759738572826187 -0.0024988753442544615 -0.0027576954998214751 0.0218553164602939 -0.004436135579027882 0.0048914858797447468 -0.0077687948189071312 -0.0038913803004304416 0.021243978434046996 0.0074125344175311877 0.014486575925945612 -0.008949936672917656 0.0062751422180253678 leaf_weight=8.8781727792811598 517.71370008122176 77.067104302113876 514.66472415212775 20.164907914062496 79.410171952098608 63.034240715962369 273.78864407067886 811.06638532894431 287.26172406150727 2235.1190478103817 2468.6632490416523 96.667226817458868 157.71633111417759 342.10849880462047 520.10060172667727 243.79394901316846 1901.873822733527 911.25785304652527 180.31792763486737 222.32246972428402 396.68529828172177 240.74641384382267 8.3952268590219301 565.99973310623318 1824.2258202536032 68.863313941808883 1032.9160655495944 155.7288116159616 684.01795557735022 209.62107598833973 leaf_count=76 2460 270 17661 351 398 922 5390 4075 3442 12168 14942 370 634 2655 2255 1924 10120 4525 1304 1473 2034 1670 84 3062 8815 398 4818 2205 5343 4156 internal_value=0.000357605 -0.00114765 0.00246265 -0.00263272 0.00556057 -0.00998372 -0.00123861 0.000178992 -0.0072758 0.00206072 0.00134914 -0.00175217 0.0023753 0.00306246 0.00225148 0.0091454 0.00590457 0.000615412 0.00946933 0.0122884 0.0180141 0.00365676 -0.0384864 -0.00429625 -0.00194659 0.0029067 0.00370724 0.00139056 -0.00788196 -0.0023048 internal_weight=17120.2 6796.85 1979.98 4816.87 1462.26 767.217 4049.65 3278.98 770.671 2467.91 10323.3 2565.33 7758.01 7034.3 6207.65 826.649 1919.15 4288.5 947.599 767.281 476.095 484.54 17.2734 723.716 2344.33 291.186 1944.17 2390.85 704.183 496.883 internal_count=120000 64050 25728 38322 23268 6616 31706 18718 12988 14643 55950 15312 40638 36942 30693 6249 10280 20413 5607 4303 2432 3594 160 3696 11070 1871 9343 14373 5694 7598 is_linear=0 shrinkage=0.05 Tree=361 num_leaves=31 num_cat=0 split_feature=516 496 203 357 335 32 391 327 118 292 155 520 501 308 495 412 449 396 91 92 441 465 84 377 472 26 420 440 92 401 split_gain=11.2527 11.1852 11.6405 16.4435 14.6187 22.368 14.0831 17.8763 15.7505 13.646 13.5189 13.3802 13.3353 15.6233 12.8631 18.6398 12.6885 14.2891 11.6237 11.3779 11.28 13.0482 11.9405 11.2202 10.6768 10.5693 10.3193 10.0909 10.0885 9.70588 threshold=2.4689922332763676 2.4466733932495122 0.11365865543484689 0.49896419048309332 0.47335995733737951 0.41003589332103735 -0.32942275702953333 0.4650708287954331 0.22188720852136615 -0.32438196241855616 -0.22335577756166455 2.5993082523345952 0.69792583584785473 0.989060938358307 -1.0263541936874387 -0.83666038513183583 1.5282429456710818 -0.38490663468837732 2.9157955646514897 1.6174460649490359 0.32593902945518499 2.2580622434616093 -0.63178783655166615 -0.014827356208115814 0.54240351915359508 -0.21094128489494321 0.81653729081153881 -0.53311705589294422 0.06704613566398622 -0.66284626722335804 decision_type=2 2 2 2 2 2 2 2 2 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 6 9 23 8 11 28 20 -10 -8 13 -7 15 -5 17 -11 -18 27 21 -1 -22 25 -9 -6 -17 -16 -4 -21 right_child=-2 -3 3 14 5 12 7 24 10 16 -12 -13 -14 -15 19 26 18 -19 -20 29 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00067253077918458411 -0.032985352589735721 -0.018628245133340243 -0.0055938654071378477 0.00098247935913417777 0.0076813060002855552 0.0045552599026975806 0.0033808172994747861 -0.0059360531758010197 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137.93919250910403 51.504035068675876 1692.7134789606789 568.71980836027069 165.9104093380156 leaf_count=19251 5592 2089 4263 1556 2631 5889 11449 2128 3118 2818 1054 143 3105 3206 9044 501 3327 8359 25 890 2272 425 2805 3728 332 3030 287 11494 4192 997 internal_value=0.000172854 0.000229223 0.000327662 -0.000961019 0.00182943 0.00561461 -0.00332484 -0.000150553 -0.00620568 0.000438046 -0.000258089 0.00272012 0.0103327 0.00703424 0.00118816 0.00978909 -0.00440394 -0.00712177 0.00591572 0.000304159 0.00182564 0.000208418 0.00624645 -0.000732379 -0.00863145 0.00347568 0.023245 -0.000526836 -0.00948832 0.00919981 internal_weight=15138.1 15112.7 15034.5 8089.55 6944.99 1865.67 3853.49 1834.25 2019.24 5079.32 718.704 1370 1070.58 794.803 4236.06 394.183 1130.53 895.265 235.265 3841.88 3948.79 2892.06 1056.74 795.092 464.248 528.802 155.642 3513.22 1300.54 328.659 internal_count=120000 114408 112319 51448 60871 21589 26679 14052 12627 39282 4172 11592 12200 9095 24769 2344 14529 11177 3352 22425 24753 19676 5077 9389 2460 5661 788 20538 8455 1887 is_linear=0 shrinkage=0.05 Tree=362 num_leaves=31 num_cat=0 split_feature=505 510 272 452 114 385 428 279 403 418 166 501 447 499 462 418 438 427 501 322 452 290 395 233 464 319 455 395 418 305 split_gain=39.3551 38.4987 31.8417 32.0317 26.2266 25.2441 24.2237 28.5112 23.1296 22.4559 20.8342 20.7483 20.067 19.5912 19.1836 18.5313 17.448 17.3553 16.0033 14.1157 13.2556 12.9433 12.1938 11.9668 13.442 11.6747 14.8977 11.5569 11.4381 15.0254 threshold=-0.027719781734049317 0.86596986651420604 0.90240192413330089 -0.41029326617717737 -0.45481026172637934 -0.31127841770648951 -0.95361164212226857 0.81175503134727489 -0.070397339761257158 -0.22063869237899777 -0.30176623165607447 -0.26866365969181055 -0.49842862784862513 0.44043914973735815 -0.42062120139598841 -0.45953835546970362 0.99376413226127636 -0.54750189185142506 -0.032968724146485322 -0.51165834069252003 -0.14016301929950711 -0.25819134712219233 1.2065241336822512 0.3079002052545548 0.67701900005340587 0.97085934877395641 -1.0084396004676817 -0.11768945306539534 0.96585363149642955 -0.32756784558296198 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 3 6 -3 15 23 10 13 -6 -8 -10 -12 -2 28 -5 -13 -17 27 -11 -18 -22 -19 24 -1 -16 -27 -7 -15 -30 right_child=1 4 -4 5 9 18 7 -9 11 19 12 16 -14 14 25 17 20 22 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0028467630854887675 -0.026555057974599762 -0.0077117381264507154 0.019271464876202092 -0.0085569572091627275 -0.016277393439547826 0.0085636635125361134 -0.020139120963888715 0.020191596769566323 0.032679002407729058 0.0047583069181483988 -0.018886018736046999 -0.025659610457181632 0.0073966175204097859 -0.016480712884298143 0.0012846016974729353 0.0041530762160083045 -0.021031729626764036 0.018524496721938868 -0.0058329227569940013 0.024310629671111885 -0.013106464798081219 0.021406766528861688 0.048077269554245121 0.04594380833637985 0.026634590385025605 0.19598581308949417 0.025136548133400407 0.0638664313079359 0.047004038969805068 -0.0081669523881861498 leaf_weight=141.26568710803986 101.1815994992503 349.09394777630223 256.07118732878007 94.640541746746749 65.626686951669399 31.483387167565525 419.50995945127215 71.2510005797958 19.248374946997501 170.840054354514 119.55310121458024 422.32794234208995 184.40999824309256 278.34652113122866 422.5469297922682 229.96314516733401 100.39411577419378 361.8717292661313 425.98390594252851 202.78311120788567 54.039444020250812 54.288217732333578 38.894454248482361 19.815150340436958 53.012773379217833 1.2465924669522781 30.95237615541555 13.591009039198978 17.127125369152054 43.1260418696329 leaf_count=1037 6254 9251 15771 1479 2217 2205 8025 2198 2327 3071 1533 19165 4575 4528 5977 2749 2876 4162 9393 6779 1235 1044 347 142 400 17 489 155 205 394 internal_value=-0.00182372 -0.00647696 0.0025853 0.000644659 0.00250855 0.0061799 -0.00591498 -0.00993919 -0.0110655 0.0106424 -0.0129159 -0.0182441 -0.00292709 -0.00583977 -0.00318848 0.0120334 -0.0198102 0.0151318 -0.00282378 0.0153873 -0.00794393 0.00414746 0.0214164 0.00899737 0.00518166 0.00351195 0.0324921 0.0254539 -0.0122004 0.0074846 internal_weight=4794.49 2333.17 2461.32 2205.25 788.344 1196.43 1008.82 794.724 1544.83 439.25 723.473 650.298 303.963 894.527 793.346 725.37 631.05 630.729 471.058 373.623 208.722 108.328 400.766 214.094 194.278 454.746 32.199 45.0744 338.6 60.2532 internal_count=120000 65829 54171 38400 21318 20490 17910 16331 44511 12067 14133 26647 6108 17864 11610 8737 24320 7258 11753 9850 5155 2279 4509 1579 1437 6483 506 2360 5127 599 is_linear=0 shrinkage=0.05 Tree=363 num_leaves=31 num_cat=0 split_feature=516 374 513 322 495 424 275 304 280 373 278 264 237 516 507 394 391 413 326 340 503 459 309 504 395 445 512 437 498 284 split_gain=10.0513 9.98747 13.2207 14.2161 16.9585 13.6624 12.2756 11.8464 11.6864 11.661 14.2408 12.3345 11.0295 10.64 15.5943 11.3945 10.5831 12.9752 11.2119 10.5247 10.5215 11.4125 9.90883 9.71561 9.70151 9.51904 9.45793 9.28204 8.95005 8.9214 threshold=2.1909917593002324 -0.12864725291728971 0.40979686379432684 -0.025163399055600163 -0.88054531812667836 -0.73051312565803517 0.86993148922920238 0.46852231025695806 0.2321601137518883 0.88198712468147289 6.5440402030944833 1.3534625172615053 7.2368314266204843 -0.34508468210697169 -0.71830269694328297 0.78719791769981395 0.046365061774849899 1.1968990564346316 -1.0691255927085874 2.8308675289154057 1.1044580340385439 -0.23778883367776868 -0.5815548002719878 0.48279327154159551 2.3217872381210332 -0.3863994032144546 0.46174314618110662 -0.58241164684295643 -1.4202470183372495 -0.23566799610853192 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 16 4 6 8 26 -7 -6 10 12 13 20 14 19 -15 18 22 -3 -11 25 -22 28 -20 -5 -1 -4 -24 -18 -13 right_child=-2 2 3 24 5 7 -8 -9 -10 11 -12 29 -14 15 -16 -17 17 -19 23 -21 21 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0042432850282204549 -0.028773104741899865 0.010717350214101112 0.020697450343589417 -0.002966574038447137 0.016749673989528962 0.0025596295777572629 0.045349153740125825 0.010912027964042191 0.0023181104335734865 -0.011455460986971654 0.020308415232174033 0.026248238467979891 0.02802937458666116 0.0014835247210242119 0.0082936970746367421 -0.0086153840281756842 -0.021571585781824679 0.021080468665267707 -2.9325630914458899e-05 -0.089747428403932544 -0.0048025007384884626 0.028279050217871155 0.00216697258262946 0.026459001808554445 -0.040876743856699482 -0.00031649191566232191 -0.0067802623143934752 -0.0098676682154210729 0.0021071105052095146 -0.0054139338274041757 leaf_weight=3520.8919660139363 29.47943377867341 305.00341853924328 33.377618452068418 481.84110313118435 466.10361760808155 1987.0257400925038 12.315998136997221 540.81480359047418 201.92754761269316 61.628463658504188 71.463564427802339 86.407717922469601 30.078820523805916 1093.8661719521624 713.35607219254598 374.78384903655387 42.585821055457927 52.189253346354235 1983.6547534319689 4.5508582144975653 46.899051867891103 57.91285024501849 200.92406022502109 35.126401892921422 17.42184964788612 2752.9121677679941 470.51450280752033 777.89715936454013 610.61437746707816 29.582848391728476 leaf_count=19745 6058 1484 175 2894 1983 11005 44 2723 795 434 412 2141 201 5604 4009 2723 191 2067 12840 28 613 920 930 293 101 27408 2160 6480 3230 309 internal_value=0.000345901 0.000396669 0.00165166 0.00360802 0.00467405 0.00603286 -0.00372826 0.00434891 0.0123959 -0.000769073 -0.0018661 0.00223569 -0.00211446 0.00141255 0.00613448 -0.00109062 -0.00040276 -0.00342163 0.00178313 -0.017042 -0.00225783 0.0134383 -0.00420947 0.000430377 -0.00430739 -0.00252106 -0.00494648 -0.00739222 0.000552643 0.0181322 internal_weight=17093.2 17063.7 8219.34 4211.34 3712.08 3195.87 516.208 2527.84 668.031 8844.33 6480.16 2364.18 6408.69 2248.19 779.535 1468.65 4008 1684.21 2323.78 66.1793 6378.62 104.812 1632.02 2018.78 499.263 6273.8 503.892 978.821 653.2 115.991 internal_count=120000 113942 49395 21880 18885 16506 2379 13728 2778 64547 49299 15248 48887 12798 4471 8327 27515 12898 14617 462 48686 1533 10831 13133 2995 47153 2335 7410 3421 2450 is_linear=0 shrinkage=0.05 Tree=364 num_leaves=31 num_cat=0 split_feature=510 395 91 225 148 23 226 452 444 512 439 410 493 497 441 365 473 508 511 465 497 65 498 501 240 289 226 171 496 336 split_gain=11.1424 10.8197 12.7393 13.952 11.132 23.1575 14.3885 12.3676 22.4378 16.8315 15.5654 15.263 16.1656 28.9601 13.8223 13.1595 11.6965 11.5561 10.952 10.8555 10.7153 10.3573 10.2464 10.0858 9.96987 9.9401 9.88163 10.2036 9.7029 10.4875 threshold=1.3438327908515932 2.0481899976730351 -0.04496937803924083 -0.02762129437178373 0.057048533111810691 -0.32052972912788386 -0.31625963747501368 0.30625621974468237 0.14468929916620257 0.44484388828277593 1.103850841522217 1.6872659325599673 -0.14262370765209195 -0.29888981580734247 2.0399096012115483 1.7080056071281435 -0.074320249259471879 -0.31201156973838801 -0.39890316128730768 1.7680100798606875 -0.53183504939079274 -0.70543226599693287 -0.25613917410373682 0.53848969936370861 -0.12555567920207975 -1.029418885707855 -0.31795763969421381 -0.050613440573215478 0.3615120947360993 -0.48325391113758082 decision_type=2 2 2 2 2 2 2 2 2 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 22 7 6 -6 11 9 23 -11 12 13 -1 -10 17 -14 -13 20 24 -8 -2 -3 -9 -7 -23 27 -5 -4 -30 right_child=21 2 28 26 5 19 18 8 14 10 -12 15 16 -15 -16 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0080144844291054427 0.015209776400758025 -0.020056622500245078 -0.013689357705426772 0.027688047469484556 -0.0012590752361370352 -0.0041474271314831833 0.0024204555948351613 -0.0082609751219970464 0.0014055538740997788 -0.0035459064630374939 0.018436158522672896 0.0064104299935731426 0.0034261552185111312 -0.00073848098473647532 0.017765693394077697 0.0075997593257976642 0.010720538889369052 -0.015471888297403622 -0.0003991448834298109 -0.027407158575128071 0.019858297453224479 0.045204435117745155 0.0013562373147672961 -0.023065954743370407 -0.016433658035687925 -0.020601953248971246 0.021715370407203338 0.19392849841040691 -0.1239441848543794 -0.026776457698553927 leaf_weight=1257.4565373181249 28.049386088154279 71.517018780927174 185.67211978929117 2.0204799861530778 1527.9332721779938 1085.6045999674825 143.95891232206486 429.91866996465251 1435.8636899742414 849.43494559777901 88.827728690113872 75.778033585753292 1295.1571273449226 3799.0103217391297 141.89466667827219 129.64164048805833 958.4301482681185 289.64704008749686 246.26202848774847 62.324737292947248 229.95247879636008 5.8493207797873756 252.48539355158573 158.12026509223506 195.2214049907634 138.54773311805911 17.270461673208047 1.8098364851321118 4.0957075245096339 9.0189470106852223 leaf_count=6624 366 896 1365 34 10510 9093 4697 4041 8924 4133 544 308 11841 21292 509 503 8022 1321 2380 618 978 68 1882 2385 11925 4274 159 28 52 228 internal_value=0.000175935 0.000322122 -0.00659911 -0.000775022 0.000583921 -0.00187283 0.00134526 0.00137062 -0.00129787 -0.00562091 -0.00145774 0.00243251 0.00300839 0.00143736 0.00288109 -0.00605961 0.00653095 -0.01092 0.00776884 -0.00702297 0.0131604 -0.0124565 -0.00335952 -0.0122537 -0.00602511 -0.0178722 0.0385028 0.110445 -0.0166794 -0.0582086 internal_weight=15116.8 14944.3 543.89 345.103 14400.4 3491.26 2148.11 10909.2 3104.06 1526.3 938.263 7805.12 7310.05 5056.47 1577.76 495.067 2253.59 365.425 620.173 1343.15 373.911 172.446 324.002 588.039 1280.83 144.397 21.1008 3.83032 198.787 13.1147 internal_count=120000 115292 4644 2999 110648 40201 18565 70447 20536 11103 4677 49911 47779 27916 9433 2132 19863 1629 8055 21636 5675 4708 2778 6426 21018 4342 221 62 1645 280 is_linear=0 shrinkage=0.05 Tree=365 num_leaves=31 num_cat=0 split_feature=516 505 515 419 516 511 452 428 386 392 387 516 515 424 512 25 479 439 285 283 506 452 505 505 497 418 302 254 516 473 split_gain=40.6285 50.2904 39.5127 34.8309 29.6061 27.0568 25.6284 24.7227 23.7658 22.8553 20.1774 19.3387 20.9558 18.4715 15.6632 15.5433 15.2693 15.0509 14.961 14.8041 14.2086 14.0578 13.8483 13.0518 13.036 12.9778 12.9003 12.8778 12.531 12.4963 threshold=-0.059645308181643479 -0.11464622244238852 0.32066155970096594 -0.34567168354988093 0.095541097223758711 1.2280490994453432 -0.28007812798023218 -0.90627864003181446 -0.52269917726516713 -0.20249179750680921 -0.30981461703777308 -0.3537898957729339 -0.17618504166603086 -0.77070173621177662 0.40082775056362158 0.18689656257629397 -0.44811390340328211 -1.060255169868469 -0.37987650930881495 -0.57040250301361073 0.55714058876037609 -0.22304549813270566 0.0066001776140183219 -0.52256685495376576 -0.095782663673162446 -0.33576846122741694 -0.48862475156784052 0.2126799747347832 -0.25079944729804987 0.42969848215579992 decision_type=2 2 2 2 2 2 2 2 2 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 22 6 -4 9 7 -1 13 10 21 -8 -13 20 -10 16 -15 -9 -7 -5 -6 -3 -2 -16 -23 -20 -27 -19 -14 -21 right_child=2 5 4 19 8 18 11 17 14 -11 -12 12 28 15 23 -17 -18 27 25 29 -22 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0064332253158391368 0.031692915849960687 -0.010657746091071743 -0.010544143140143653 -0.0019392543272209858 -0.012307640693340238 -0.022773849101392272 -0.0098229437862353778 -0.0016978892628272638 0.025117046885349138 -0.024076914595537846 -0.017864488254326339 0.03313218121600655 -0.011834531790126999 0.00049995568474690073 0.035519022201119375 0.040611915012864375 0.018198872852475064 -0.025135035318622784 -0.030154403122956419 0.02418879584050453 0.01597032969646001 -0.0032323132938239922 0.011374713644193738 -0.011297368728515972 0.028155042460899168 -0.0095283342036413202 0.031541705534921048 0.0024988225380768122 0.01110322801076169 -0.0082417881739351787 leaf_weight=160.88192066736519 126.45365792140365 132.65306994970888 456.52169940271415 107.96107850968838 140.29359903954901 33.345931692514569 167.90129542857176 133.05590027407743 36.815417123842053 488.02801754302345 318.29634370259009 80.780363251222298 84.594973958330229 196.15174618223682 15.459870744496582 50.556225119973533 324.25975160370581 312.23880102683324 13.738303467514923 229.48626591201173 64.796219919808209 66.012026502750814 253.12202311912552 325.0885289007565 65.670585965039209 25.180336907389574 76.71382407785859 48.344328849576414 199.51377910538577 33.817201096157078 leaf_count=1285 1018 2722 7101 1499 1223 905 4777 1371 2122 21305 13693 835 1428 2391 103 548 5426 6809 450 20599 584 1333 6270 6192 1179 453 1418 671 2107 2183 internal_value=-0.00179896 -0.00570548 0.00365369 0.000242374 0.000228729 -0.0133097 -0.00393422 -0.0105634 0.00449749 -0.0160889 -0.0093864 0.00420069 0.0106682 0.00950431 -0.00578571 0.0141285 0.0115388 -0.0161131 0.00662726 0.0136101 -0.00334568 0.00080636 0.0181634 -0.00914756 0.0123922 0.0151615 0.021344 -0.0214166 0.00425403 0.0200031 internal_weight=4767.73 2778.21 1989.52 1558.58 1609.94 1219.64 1187.31 654.521 1153.42 1070.66 582.632 532.79 364.889 776.058 377.364 570.968 520.411 493.639 148.978 371.265 205.09 264.336 379.576 340.548 131.683 115.632 101.894 360.583 284.109 263.303 internal_count=120000 87022 32978 43564 25690 43458 19283 10136 18589 40232 18927 9147 4370 10172 8417 8365 7817 8851 3226 24281 1807 5234 7288 6295 2512 2321 1871 7480 3535 22782 is_linear=0 shrinkage=0.05 Tree=366 num_leaves=31 num_cat=0 split_feature=514 506 500 496 505 513 497 431 343 390 522 424 413 404 466 503 459 327 340 452 56 501 125 447 277 398 487 357 333 496 split_gain=9.76746 9.57269 14.2198 13.4926 14.1931 13.3606 12.6707 12.0571 12.2689 13.291 14.6693 11.648 11.6026 13.8603 10.6366 9.81186 23.9873 13.3183 10.9086 19.0831 17.367 9.59193 11.0059 10.474 9.53823 9.24234 11.1275 13.1079 9.21002 9.08978 threshold=1.6183338165283205 0.76768150925636303 0.82635974884033214 0.26682023704051977 0.41494101285934454 0.75117745995521557 -0.38629680871963495 0.21834829449653628 1.365813732147217 -0.028249793685972687 0.43839341402053839 1.0981957912445071 1.6540845632553103 -1.1303074955940244 0.010162994265556337 1.0569537878036501 -0.22799383848905561 -0.8152794837951659 -0.0081549696624279005 0.95673474669456493 -0.068510480225086198 0.55149823427200328 1.538201689720154 1.1029539108276369 0.70210731029510509 -0.3183977603912353 0.28322297334671026 0.7579421103000642 3.4851319789886479 -0.47829596698284144 decision_type=2 2 2 2 2 2 2 2 2 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 28 12 29 8 9 10 -7 24 15 -14 -11 18 17 -17 19 -1 -20 23 -23 -6 -9 26 27 -5 -3 -4 right_child=-2 2 6 25 21 7 -8 11 -10 14 -12 -13 13 -15 -16 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0033157519464461294 -0.019001510682818516 -0.0073814214084512442 -0.0027265625009367852 0.031003156270530831 -0.013318665063294891 -0.00072980911584786721 -0.018860420392089738 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68.921510834246874 82.634887307300232 43.986998026899528 5.7370954528450957 3.9093122147023669 10.426657787989823 leaf_count=38808 1009 3716 1368 180 1770 3552 5777 1142 1112 4094 5872 472 40 7640 1489 151 1316 829 21040 5499 10520 668 61 55 408 826 421 27 38 100 internal_value=0.0003328 0.000407079 -0.00368368 -0.000656915 -0.00329854 0.000751364 -0.0126066 0.00350462 0.00247521 0.00154735 0.00411643 0.0120383 -2.17437e-05 0.0136997 -0.00302555 -0.000194796 0.0092129 -0.00504868 -0.00041081 -0.00203261 0.00101141 0.00875725 0.0173403 -0.00607724 0.0168032 0.0123192 0.0240295 0.0432353 -0.00689252 0.00253494 internal_weight=17067.3 17002.4 1318.66 985.154 818.904 15683.7 333.509 3439.78 3070.15 2827.65 1811.21 369.634 12243.9 152.037 1016.44 12091.9 270.802 140.872 11821.1 5524.64 6296.45 187.709 119.112 68.5971 287.003 166.25 83.6149 39.6279 631.195 97.2676 internal_count=120000 118991 15007 7762 6308 103984 7245 18141 16119 15007 9424 2022 85843 7680 5583 78163 2296 980 75867 44307 31560 2554 729 1825 1550 1454 628 207 3754 1468 is_linear=0 shrinkage=0.05 Tree=367 num_leaves=31 num_cat=0 split_feature=391 501 444 495 497 397 398 497 498 321 512 432 355 80 505 505 509 504 316 326 509 256 67 422 363 114 286 160 287 92 split_gain=10.9591 13.7324 27.0143 21.7198 21.5608 17.2111 16.7026 16.2373 16.005 15.0595 14.5409 14.4324 14.3655 13.9858 13.6413 15.1291 13.6991 12.9853 12.9215 12.5813 12.4561 12.2345 12.1508 11.8388 11.7473 11.7286 11.2401 15.716 12.4157 10.4516 threshold=2.2624942064285283 0.24311848729848864 0.18900241702795031 -0.81789985299110401 -0.29888981580734247 0.1738410219550133 -0.87561264634132374 -0.46352933347225184 -1.8937903642654417 1.4827410578727724 1.1707963347435 -0.49444256722927088 0.56576663255691539 -0.13829395174980161 0.12947617471218112 -0.91731533408164967 -0.60355898737907399 -0.5732942223548888 -0.11163575202226637 0.0083851078525185602 0.55871525406837474 1.587421238422394 -0.14100077003240583 -0.7783277928829192 0.49163220822811132 1.8370922803878786 0.90000244975090038 1.2698276638984682 -0.47206467390060419 0.080223850905895247 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 14 11 12 8 -8 10 -9 25 20 23 15 -3 -17 -2 -11 29 -5 -15 -10 -4 -14 -1 27 -6 -29 -16 right_child=17 3 13 6 26 -7 7 9 22 18 -12 -13 24 21 19 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0033738821109522582 -0.019470201072909411 -0.032130992106515273 0.017465239467843067 -0.0044708474612939666 -0.0032231767487512007 -0.01635914574720122 0.01474658843227244 0.0010826970575706656 -0.013210587269844136 -0.010657014400055276 -0.028159147641377943 -0.009244194599739991 -0.0011877951845600167 -0.0065185970474668647 0.031029523980577418 -0.0039048545506196598 0.025446857695597999 0.010290218057080684 0.012391911751178125 -0.0060394549899896056 -0.015660906771096089 0.042317091354878433 -0.00043461013468954293 0.0028009241317600909 0.017884562927012831 -0.042961182638357992 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12.8473 12.8379 12.6045 12.4305 12.0817 10.8149 10.5667 10.4356 10.1457 threshold=0.44043914973735815 0.41566883027553564 -0.51363638043403614 -0.26390354335308069 -0.34567168354988093 0.24722555279731753 -0.54342192411422718 -0.45456285774707789 -0.016069891862571236 0.47248841822147375 -0.10908196121454238 0.17546628415584567 -0.03954042121767997 -0.62494826316833485 -0.58096778392791737 -0.62809953093528736 0.79302456974983226 -0.29240287840366358 0.68318805098533641 0.013112585525959732 1.028215289115906 1.1304137706756594 -0.44992378354072565 -0.96387720108032215 0.21352556347846988 -0.24784202873706815 -0.30136857926845545 -0.50121313333511341 -0.38834874331951136 -0.29380787909030909 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 6 5 17 9 7 10 -8 15 23 12 -6 -9 -1 -4 -17 -5 25 -11 -13 -10 -15 26 -25 -19 -2 -24 -16 -3 right_child=2 29 3 4 11 -7 8 13 21 19 -12 20 -14 22 28 16 -18 18 -20 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31 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662.24926344526466 146.14452891051769 121.52573843690334 72.374128446914256 71.00289723649621 18.501032011583447 88.015997305279598 171.96373788267374 315.69476226507686 60.340753897442482 228.4732734458521 70.349370372481644 114.71928472595755 141.5693930053385 112.10763381764991 leaf_count=1933 987 23117 678 3475 2719 4052 1060 1995 17144 1458 604 2860 1650 353 2616 6259 1125 3681 1348 1513 153 1911 1530 3665 768 3257 559 1340 19977 6213 internal_value=-0.00174857 -0.0132416 1.04372e-05 0.00415308 -0.00221078 0.0103176 -0.00477417 -0.000217108 -0.0119265 0.0130461 -0.00663603 0.00994198 0.00191701 0.00801454 0.00113342 0.0158593 0.0177643 -0.00823255 -0.00212804 -0.00494936 0.0260239 -0.0140764 0.0152173 -0.00956272 -0.0150419 -0.00694057 0.000225457 0.0183402 0.00864655 -0.0253849 internal_weight=4738.66 629.274 4109.38 2203.01 1083.61 1119.4 1906.37 1164.94 741.429 1008.57 654.891 358.737 239.599 510.048 288.01 872.469 808.394 724.876 422.373 136.102 119.138 702.434 313.868 586.072 376.036 349.999 210.037 286.683 207.564 341.264 internal_count=120000 53856 66144 34228 19143 15085 31916 11801 20115 11033 6583 7382 4369 5218 24526 8062 7384 11761 8286 2971 3013 19055 3223 5979 4433 6938 1546 2870 22593 29330 is_linear=0 shrinkage=0.05 Tree=369 num_leaves=31 num_cat=0 split_feature=500 486 276 272 412 425 49 481 502 425 473 500 460 426 497 522 497 510 326 153 422 468 513 513 179 329 445 468 501 343 split_gain=9.66382 19.9723 21.7014 14.2582 11.3014 10.7852 10.6128 9.73722 16.9875 17.6796 12.165 14.911 14.0363 12.8542 12.8484 12.2537 11.0393 10.996 13.0229 10.7868 10.7607 10.9724 15.3388 11.3216 10.33 10.1552 10.1363 10.0978 9.66307 10.4849 threshold=1.0597454309463503 0.27887609601020819 -0.2414276525378227 -0.12830071151256559 -0.47469559311866755 -0.31633050739765162 0.37915208935737615 -0.1608806177973747 -0.75964918732643116 -0.57184869050979603 -0.64438161253929127 0.59171512722969066 -0.86600390076637257 0.20786238461732867 0.29679243266582495 0.36022190749645239 -0.2846106737852096 -0.80656978487968434 0.016442792490124706 -0.52204525470733631 2.2365338802337651 -0.43838235735893244 -0.27564345300197596 0.92135727405548107 0.019290373660624031 -0.95900124311447132 2.30843198299408 0.087692413479089751 -0.26866365969181055 -0.41036461293697352 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 -2 -4 -3 10 -9 -10 11 12 13 -1 15 -14 19 18 27 -13 21 23 -23 -19 -20 -22 -11 -12 29 -7 right_child=1 6 5 -5 -6 28 -8 8 9 26 17 16 14 -15 -16 -17 -18 20 24 -21 25 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011263777211107944 0.0013138767973521386 0.0042918950722965398 -0.0042037706568310903 -0.014542453451620963 -0.0086296142139017807 0.0067642534934438244 -0.012216213339800311 -0.033538836243619786 -0.0088404733048302372 0.0051794085513093184 -0.034584503906034479 0.032320977339443224 0.0029941884462261724 0.022648455707703668 -0.023955831357681128 0.018424812075240375 0.0035449442057304452 0.0021964271315691283 0.029020306889793873 0.011946517068218972 0.005438781826920213 -0.0080771208777628313 0.00058893199853973831 0.01053806188678413 -0.017742706134043235 -0.014398886284580942 -0.051588112077730008 0.015781128790214809 0.013738779389591166 -0.034903807270277212 leaf_weight=272.00003822764847 478.90457210352179 1202.2461154400371 255.62792807206279 520.78744932770496 705.47577546903631 43.586167326255236 105.71270814136369 45.384572026669048 514.75806233962066 502.95709892699961 64.847508125472814 80.787553861038759 636.95812237099744 30.963383364491165 36.996605191379786 161.54777298448607 321.74752542795613 3587.4027955039637 24.421641359105706 341.58632088475861 92.02156489121262 563.28534475690685 5447.3507863283157 459.27912069368176 22.57744262367487 212.99699885369046 7.8752694679424158 11.54451604146743 264.82635123131331 22.876028311671689 leaf_count=1060 2803 6265 2009 4146 5946 181 596 19072 2757 3479 210 349 2786 107 210 751 1723 21481 88 1389 458 4080 31677 2406 71 1478 51 53 1837 481 internal_value=0.000325681 -0.0019745 -0.00478852 -0.00764365 -0.00460497 0.00349785 0.00295301 0.000942222 -0.00362998 -0.00229843 0.00133856 0.00503963 0.00143671 -0.00777506 0.00478352 0.00612417 0.0105443 0.000673559 -0.0141561 0.0158621 0.000850762 0.00113183 -0.000222494 0.00314464 0.00646013 -0.00839782 0.00428454 -0.0268971 0.00945512 -0.0075335 internal_weight=17039.3 3600.04 2292.08 1705.17 1184.38 586.916 1307.96 13439.3 1070.98 1025.59 12368.3 1882.59 1138.47 302.963 835.503 798.506 744.121 10485.7 123.391 422.374 10362.3 10057.3 6010.64 4046.68 46.9991 305.019 510.832 76.392 331.289 66.4622 internal_count=120000 24264 17403 12895 8749 4508 6861 95736 25359 6287 70377 8375 4914 1167 3747 3537 3461 62002 422 1738 61580 59644 35757 23887 159 1936 3530 263 2499 662 is_linear=0 shrinkage=0.05 Tree=370 num_leaves=31 num_cat=0 split_feature=509 400 508 503 504 286 497 499 404 499 505 506 514 507 395 33 264 56 407 212 292 512 444 500 249 437 501 501 503 470 split_gain=10.8173 12.727 11.985 23.803 21.023 20.7429 18.4996 41.6218 19.4532 17.9661 18.8888 16.4607 19.5776 14.5641 12.9632 14.1228 12.4721 14.2293 12.2356 12.2229 11.5979 11.568 10.6921 11.4936 10.5396 10.4596 11.3231 11.7719 11.2805 12.3892 threshold=0.95660114288330089 1.5595403313636782 -0.23650765419006345 0.3273169100284577 -0.20984521508216855 1.0980685353279116 0.39866599440574652 0.39950275421142584 -0.73974838852882374 0.39744201302528387 -0.7988796830177306 -0.29551428556442255 1.0000000180025095e-35 0.6540975570678712 -0.73406693339347828 -0.014946402981877325 0.12315770983695985 0.50763884186744701 -0.70841071009635914 -0.074466556310653673 0.036666003987193115 1.1707963347435 1.3681748509407046 -0.49774064123630518 -0.28175915777683253 -0.49879148602485651 0.098600752651691451 0.70195019245147716 0.19286283105611804 -0.22508059442043302 decision_type=2 2 2 2 2 2 2 2 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 21 3 5 22 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36.973659524461254 259.75513664958999 86.269248398253694 251.47745106247021 242.19005388859659 97.902894064201973 3685.4941045629676 208.64407390286215 629.85630196798593 1282.0794142650557 1026.7548243140336 54.045396776637062 105.26044821133837 129.5413919291459 758.37348112580366 66.623224949347787 16.964331643888727 15.489421509439124 36.049901276361197 181.11522835562937 107.3788085677661 33.189770017750561 237.24565226491541 18.243574624881148 46.227991685271263 26.547073559835553 leaf_count=33981 23153 551 320 2862 288 1335 669 1484 2276 662 19166 1146 4043 8090 5144 288 2041 794 7097 473 117 258 172 1173 798 169 1036 83 217 114 internal_value=0.000163814 -0.00307571 0.000717823 0.00233286 -0.000722791 -0.000545268 -0.000147468 -0.0053476 -0.00763601 0.00121506 0.00163769 0.00573677 0.0115942 0.00206741 0.00320706 0.00875884 0.000200044 0.00170445 -0.00442204 -0.0193835 -0.0195907 -0.00240367 -0.0141692 -0.0179517 -0.00413768 0.00768072 0.0146445 0.0182214 0.00161768 -0.0157474 internal_weight=15074.5 2200.1 12874.4 6071.35 6803.03 3289 6524.35 1355.27 1269.01 5169.07 5065.48 2782.35 838.5 4967.57 1943.85 682.293 1261.56 1156.3 1000.56 103.597 268.442 2134.09 278.68 242.63 161.424 621.209 288.679 255.489 332.53 72.7751 internal_count=120000 23962 96038 54051 41987 36935 40322 11643 10974 28679 27918 17116 5189 27256 11927 3948 7979 5938 9373 761 1601 23411 1665 1493 1086 2954 1288 1119 1666 331 is_linear=0 shrinkage=0.05 Tree=371 num_leaves=31 num_cat=0 split_feature=264 499 263 302 352 413 335 284 505 76 505 376 387 452 427 486 357 522 428 422 398 486 429 497 495 506 473 471 506 290 split_gain=36.7139 32.0038 29.988 27.8321 25.7423 23.3215 21.76 20.8265 20.4724 19.8588 18.7934 17.0552 18.3355 20.7404 15.1011 14.7949 13.6514 13.1176 12.2294 12.0257 12.7368 11.9982 15.7293 11.726 16.3278 11.6786 11.1686 11.0262 13.9879 10.6638 threshold=-0.46904626488685602 0.44043914973735815 -0.32837593555450434 -0.48862475156784052 -0.10288203880190848 -0.80651608109474171 -0.73156827688217152 -0.51363638043403614 -0.71774646639823902 0.071260396391153349 -0.63020884990692128 -0.051176907494664185 0.2877145409584046 -0.22304549813270566 -0.54964783787727345 0.32926486432552343 -0.10166867449879645 0.80603075027465831 -0.91534301638603199 1.8250442743301394 0.79269757866859447 0.30436192452907568 0.55992534756660473 0.71611595153808605 -0.44772751629352564 0.2186686843633652 0.25399754941463476 -0.48337370157241816 -0.044140113517642014 -0.28263646364212031 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 7 -2 19 9 16 25 -9 12 13 -10 -5 -7 -8 -14 -11 -4 -21 26 -23 -6 -25 -3 -16 -12 -29 -20 right_child=2 4 6 14 23 15 8 10 11 18 27 -13 17 -15 21 -17 -18 -19 29 20 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.02412480220410711 0.012456935743273681 -0.01562315304482444 -0.018239128391945816 -0.0027845196174269074 -0.017949835155036814 -0.00091488804081583908 0.033334909019357199 0.026984246169084097 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149.83764528261963 135.37534258584492 154.08742228150368 leaf_count=16376 2401 6460 9061 1304 7636 7854 18209 601 3877 540 1395 4266 7763 7536 6463 1322 566 1944 1337 450 29 2569 180 347 370 2381 1225 1949 1461 2128 internal_value=-0.00170327 -0.00670048 0.00219463 0.0075324 -0.00447246 0.00134256 -0.00311166 -0.000874023 0.000319993 -0.00553295 0.00747268 -0.00230601 0.0014992 0.00677779 0.0160618 -0.0055087 0.0192087 -0.0110665 0.00499936 -0.0150457 0.0166564 0.0196653 0.0066528 -0.0142507 0.00180297 -0.0110113 0.0246426 0.00243275 0.00737586 -0.000558982 internal_weight=4710.75 2064.81 2645.93 1319.5 1831.09 765.023 1326.43 1338.96 1029.94 859.72 479.243 904.078 691.19 487.039 554.479 473.032 125.866 204.151 293.86 296.485 26.9508 465.697 129.189 492.127 91.9188 565.86 336.508 381.157 285.213 226.229 internal_count=120000 42981 77019 23318 26605 11577 53701 18252 44161 12846 5406 25386 21120 11413 11741 9176 18775 9707 4005 9540 479 10437 2749 8353 717 8841 7688 4805 3410 3465 is_linear=0 shrinkage=0.05 Tree=372 num_leaves=31 num_cat=0 split_feature=18 507 506 318 462 506 515 482 435 507 516 281 416 385 512 404 504 520 350 448 504 516 397 425 431 451 98 503 43 444 split_gain=9.56784 11.6429 18.6724 12.0763 11.5392 17.2982 16.8441 16.8279 14.1285 13.704 15.5696 12.8112 11.8786 11.4706 13.0315 11.4224 11.381 11.3625 11.1811 14.7045 10.9735 11.6234 10.8473 11.516 10.7299 11.2555 10.6193 13.9128 25.6727 13.5901 threshold=-0.44995112717151636 0.6540975570678712 0.55714058876037609 -0.60254013538360585 -0.45930357277393336 -0.13934382796287534 0.11431215703487398 -0.55742204189300526 1.6779941916465761 -0.12520757317543027 -0.1016247235238552 -0.37851215898990626 -0.48357088863849634 -0.99312216043472279 0.18451617658138278 -0.94940632581710804 0.46483257412910467 -0.29740008711814875 0.57854422926902782 0.015329682268202307 3.0941216945648198 0.16598577797412875 -0.95098948478698719 -0.69477000832557667 0.19628655910491946 0.20407521724700931 -0.62691020965576161 0.7855796515941621 -0.27780684828758234 -0.64567503333091725 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 20 16 -4 22 9 7 -7 11 10 13 12 -8 15 -15 -6 -3 -12 -11 -20 21 26 -1 24 25 -24 29 -28 -29 -2 right_child=1 2 3 -5 5 6 8 -9 -10 18 17 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=-0.015631485654924476 -0.01441292430299063 0.0035661177641863467 0.0066543816575709794 -0.011043634936509221 0.014784871093899669 0.011333660022371994 0.0044968974336864224 -0.0096998240882811074 -0.018193590933965036 0.011883479999227991 0.0027682853053898108 0.011581188630705773 -0.0052541098116778333 -0.0019322752310692898 0.0063953014186186726 -0.013573286424191658 0.016354763196044644 -0.021896772977229459 -0.018613147711114886 0.014763445414623343 0.089951446148223091 -0.0090848917161198955 -0.0027547714098128491 0.0077325878352390125 0.016230099522722249 0.0095133409998927245 -0.0010121623739232743 -0.0046406970983105906 0.020882327753617133 -0.0014664736697691276 leaf_weight=67.331954762339592 322.98454081156524 442.44983743876219 150.60425309668062 266.251160684973 43.346922961063683 105.27302686334588 613.88668026117375 958.14090367709287 95.054336544999387 575.68928493047133 74.929933545470703 268.15511559642619 635.38994652987458 738.69999007263687 1286.5271995535586 191.44773727888241 288.11168150656158 122.27836484008003 76.001832833979279 58.053090306930244 3.1681967706535934 491.8279635370709 915.40918536903337 1427.1080952233169 107.96135393762961 234.81299187242985 5512.8245361351874 187.8930573988473 206.38671489444096 546.80064654961461 leaf_count=321 2037 1855 1061 6028 194 521 3600 6216 828 3202 548 2059 5037 6675 6600 1041 1259 862 307 257 21 4016 4235 7011 528 962 44338 1126 1446 5809 internal_value=0.000316213 -0.000881421 0.00379792 -0.00463753 0.00148987 0.000231522 -0.00272716 -0.00761204 0.000491518 0.00273302 0.000962932 0.0016664 -0.000458548 0.00214069 0.00335541 -0.00831256 0.00861797 -0.0125032 0.00885325 -0.00412176 -0.00162049 -0.00166233 0.004159 0.00465766 0.00116558 -0.000245332 -0.00112278 -0.000362349 0.00870862 -0.00628084 internal_weight=17014.8 8419.3 1147.42 416.855 8595.5 5842.87 2675.9 1063.41 1612.49 3166.97 2457.23 1517.43 1249.28 2260.02 2025.23 234.795 730.562 197.208 709.744 134.055 7271.89 7268.72 2752.62 2685.29 1258.18 1150.22 6776.89 5907.1 394.28 869.785 internal_count=120000 68996 10203 7089 51004 37947 18261 6737 11524 19686 15920 10696 8637 14510 13275 1235 3114 1410 3766 564 58793 58772 13057 12736 5725 5197 54756 46910 2572 7846 is_linear=0 shrinkage=0.05 Tree=373 num_leaves=31 num_cat=0 split_feature=516 409 387 445 148 375 517 422 384 454 154 510 64 500 414 501 440 395 417 421 316 507 395 285 420 244 433 350 35 517 split_gain=10.6302 10.4694 19.1608 19.4106 20.1463 17.7177 15.438 14.9009 14.6406 13.227 12.8896 12.8672 14.1038 12.8145 12.5614 15.1404 11.6522 11.4438 12.7636 10.8741 10.7719 10.7062 10.375 10.104 10.0847 9.88726 9.61081 9.22267 9.21615 9.83719 threshold=2.4689922332763676 -0.68233358860015858 -0.36677099764347071 0.99751344323158275 -0.2292753458023071 -0.017790145240724083 -0.086595017462968812 0.063422158360481276 -0.80124720931053151 -0.25067259371280665 0.017691730521619323 -0.83604606986045826 0.62615716457366954 0.83657544851303112 -0.32294918596744532 0.34779317677021032 -0.33026711642742151 2.0481899976730351 -0.51676726341247547 -1.0075813531875608 -0.72470095753669728 -0.22708755731582639 0.22250007838010791 -0.083048354834318147 0.39270696043968206 -0.20661859214305875 1.1267784237861636 -0.19931139051914212 2.6338130235672002 1.8846674561500552 decision_type=2 2 2 2 2 2 2 2 2 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 5 4 8 6 17 -8 25 10 11 12 23 -10 19 -16 -5 18 -3 -13 -9 -6 -12 -1 -23 -4 -18 -7 29 -24 right_child=-2 2 3 16 21 27 7 20 13 -11 22 14 -14 -15 15 -17 26 -19 -20 -21 -22 24 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030643760154977252 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214.09851015140885 68.163348895788658 536.19435151410289 1119.0010813236004 285.03288437693845 729.34386182524031 113.44506084552268 10.058661833405493 319.3361780247069 76.86383141996339 16.421597194042988 199.38073983736103 26.479648920008913 4.8365574525669208 leaf_count=318 5592 4449 3017 1347 9880 7159 4529 575 21524 10413 1560 1055 117 4626 695 2957 7406 428 6659 6062 4279 5625 905 40 2393 386 1150 4625 178 51 internal_value=0.000163782 0.000217467 -0.000584583 0.000773715 0.000139142 -0.00379734 -0.00162711 -0.00740978 0.00193705 0.00238779 -9.39833e-05 0.00139883 0.0164375 0.00302801 0.000321457 0.00661312 0.0107011 0.00112464 0.00199699 -0.00236305 -0.014669 -0.00372601 -0.00942912 0.0254099 -0.00745284 -0.00484423 0.0186659 -0.0100629 -0.019316 -0.0252908 internal_weight=15054.9 15030.8 10973.3 7711.53 7248.79 3261.78 2423.33 781.884 4948.35 4057.45 2309.27 1990.51 132.662 4263.28 1857.85 556.142 462.747 1641.45 1573.28 1301.71 371.227 2300.43 318.76 101.88 1048.68 685.071 230.52 838.452 144.761 118.282 internal_count=120000 114408 90057 57354 47451 32703 20919 9383 29553 24351 13938 11244 475 26150 10769 3652 9903 11536 11108 7117 4854 17898 2694 358 8018 3403 8556 11784 1134 956 is_linear=0 shrinkage=0.05 Tree=374 num_leaves=31 num_cat=0 split_feature=516 392 515 512 398 516 438 463 515 412 516 347 512 516 515 444 503 514 404 446 515 520 503 451 306 450 452 500 503 515 split_gain=38.3199 43.9181 36.0369 32.9375 29.5158 27.8382 24.8981 22.8459 22.3339 19.8939 19.8133 17.3885 17.099 18.8023 19.492 16.3045 15.3985 15.8791 15.7935 14.208 13.3179 15.4499 13.2017 13.0741 12.3497 11.977 11.9356 13.8695 11.7538 12.1723 threshold=-0.059645308181643479 -0.81241735816001881 0.32066155970096594 0.38336907327175146 0.0542239397764206 0.14369950443506244 0.7337227761745454 -0.15572026371955869 0.60502028465271007 -0.82785093784332264 0.38376969099044805 -0.4355084747076034 -1.2093756198883054 -0.36030450463294977 -0.37191118299961085 -0.70435783267021168 0.044251829385757453 1.2651623487472536 -0.69354036450386036 -0.35436631739139551 0.55050072073936474 -0.17698657512664792 0.32283321022987371 0.23122135549783709 -0.55816909670829762 -1.04848176240921 -0.22918100655078885 1.2033189535140993 -0.21633023768663404 1.0572689771652224 decision_type=2 2 2 2 2 2 2 2 2 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 7 15 12 23 22 -8 28 -11 -3 24 -15 20 18 -18 -5 25 21 -4 -7 -1 -14 -12 27 -20 -10 -30 right_child=2 3 5 16 -6 8 9 -9 10 11 19 -13 13 14 -16 -17 17 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0078779108268112151 0.017591603769285376 0.034375718668940181 0.030265247628267156 0.0066879260522228427 -0.01409372451044371 0.035470832036075831 -0.021682747874136165 0.02108977220098715 0.029763173891627078 0.00016497125963668699 -0.023277605799561937 0.031668379943198384 -0.027946442766595681 0.044822183939348843 -0.0026885681661877048 -0.01804132491211204 -0.021182815462108488 0.014379165207747284 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6263 1793 347 4005 814 internal_value=-0.00167587 -0.00551604 0.00364856 -0.00922154 0.00536573 0.000352871 -0.00163083 0.0108514 0.00553763 0.0128262 0.00179579 0.0193823 -0.00675901 -0.00843831 0.00161622 -0.00810237 -0.0145677 -0.0194706 -0.00795118 0.0085931 -0.00128681 0.00663694 0.0207237 0.000491549 -0.0162677 0.0138037 -0.0132582 -0.0194351 -0.00742201 -0.00978518 internal_weight=4684.68 2722.24 1962.44 2031.08 691.156 1587.64 839.781 539.399 984.54 219.594 790.262 184.694 620.187 596.054 260.702 603.095 1191.3 683.712 507.587 455.166 358.128 213.406 194.279 268.404 335.353 337.804 372.793 252.408 335.095 315.268 internal_count=120000 87022 32978 69552 17470 25690 42275 8950 16522 3331 14257 2750 38944 22957 5586 9168 27277 20965 6312 9336 4312 2137 2265 4918 17371 6409 5025 3232 4921 4819 is_linear=0 shrinkage=0.05 Tree=375 num_leaves=31 num_cat=0 split_feature=399 466 513 508 453 67 515 260 240 222 512 296 506 498 443 410 467 501 287 396 412 464 447 460 187 503 311 394 297 483 split_gain=9.49565 14.6909 15.3612 15.3024 13.6895 13.4363 12.7395 12.6477 11.6124 12.8112 12.0645 15.8263 18.2321 19.306 14.7484 14.7223 14.2791 14.2635 15.784 11.7288 11.6846 11.5796 11.1873 12.0087 11.4829 11.0328 10.8679 11.053 10.8832 10.4702 threshold=-0.46940010786056513 0.42241990566253668 0.51993361115455639 -0.22543853521347043 0.067855197936296477 -0.15173386782407758 -0.45325438678264612 0.51753449440002453 -0.046218112111091607 -0.18306498974561689 0.093509543687105193 -0.50064855813980091 -0.43223883211612696 -1.3829353451728819 1.6321966052055361 1.9341148138046267 0.45148067176342016 0.57370060682296764 -0.0067941893357783547 -0.43622149527072901 -1.0807131528854368 -0.88427063822746266 -0.46209418773651117 0.21883655339479449 0.070662021636962905 -0.65457332134246815 -0.23943874984979627 0.58702322840690624 -0.14141013473272321 -0.036031225696206086 decision_type=2 2 2 2 2 2 2 2 2 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 22 6 -5 8 10 -10 17 12 13 -12 -14 19 -17 18 20 -13 -2 -8 -1 24 -24 -19 27 -9 -28 -7 right_child=7 -3 3 5 -6 29 21 26 9 -11 11 15 14 -15 -16 16 -18 25 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.0012911948996066104 0.020710742248541289 -0.0091488761287363482 -0.0068001226873659519 -0.06217514302486802 0.0076076852645380975 0.0067110805079081837 -0.0026679369312313976 -0.0045735135254830464 0.0034917426608837075 0.021689663626223959 -0.016803335523240079 0.00098550691844260943 -0.0010327475834696861 0.0080078822051676945 -0.012779374847600687 0.024562154918698023 -0.003849560288119495 -0.125196428660934 -0.013644863475962507 0.0063474779774737424 -0.0028558311206417853 0.0096530830728535546 -0.014834835398539746 0.0013109406254264862 -0.0026969769297085669 0.010352024439604876 -0.022434991687817925 0.018723416970915691 -0.0013742064791430527 -0.0038476334672326359 leaf_weight=1494.5351206762134 56.306155704020057 537.11127025535097 406.98793628439307 6.4890430844388893 273.17509614862502 345.99569264717866 231.42387922958005 249.63388466602191 289.42155006132089 145.84258852584753 86.0160863539204 2275.6190017955378 2757.99114815332 864.48951385682449 295.97743127751164 158.95543647161685 60.823097765445709 1.4079374987632025 372.44455955998274 1852.0133881028742 773.88049212837359 1066.8286045615678 576.42497576517053 270.978589893959 296.07318651559763 198.79952336917631 148.85973916767398 63.844460738822818 105.20467097021174 729.5368016884313 leaf_count=7325 844 3312 2340 33 4302 1915 1475 2538 6384 5209 361 12349 15805 3980 1205 608 250 13 3554 9429 8313 6110 3406 1901 1913 2849 6054 546 1223 4454 internal_value=0.000307902 -0.00124413 -0.000498038 0.00215395 -0.00303884 0.00368727 0.00709801 0.001208 0.00161301 0.00960433 0.00125583 0.00197685 -0.000289819 0.0057558 -0.0021732 0.00406582 0.0166784 -0.00303309 -0.00509296 0.00339266 -0.00124914 0.00745288 -0.00414346 -0.0078666 -0.0107225 0.00931181 -0.00605402 0.000159761 -0.0137376 -0.000445969 internal_weight=16993.1 6235.56 5698.45 2787.26 2911.19 2380.27 1304.74 10757.5 10190 435.264 9754.72 8351.89 4004.47 950.506 3053.97 4347.41 219.779 1402.84 1202.63 4127.63 830.187 1298.25 2638.01 1143.48 872.498 200.207 567.543 313.478 254.064 1075.53 internal_count=120000 38486 35174 16327 18847 13987 7618 81514 71153 11593 59560 43987 21351 4341 17010 22636 858 15573 12711 21778 9157 7585 14545 7220 5319 2862 10361 3084 7277 6369 is_linear=0 shrinkage=0.05 Tree=376 num_leaves=31 num_cat=0 split_feature=496 393 433 473 397 501 398 345 307 407 452 261 202 3 298 464 508 392 317 343 86 484 385 160 41 187 58 391 331 498 split_gain=10.1965 10.5741 13.677 13.6061 14.2474 17.367 13.8886 12.5596 11.5495 11.5338 17.6454 11.869 11.1194 15.3603 10.9188 11.1769 10.7022 10.552 9.97653 9.84532 9.72353 10.4333 9.24597 8.85015 8.70875 8.52786 9.4128 8.75762 9.87708 8.50882 threshold=2.4466733932495122 -0.1553741171956062 -0.051424989476799958 0.34155324101448065 -0.33099970221519465 0.25502538681030279 -0.91063186526298512 3.2938261032104497 0.20038905739784243 0.96608576178550731 1.5315790176391604 1.2932005524635317 -0.062687493860721574 0.53015816211700451 0.1415488198399544 -0.96339663863182057 0.37796747684478765 -0.31553831696510309 1.8120247125625613 -0.92145243287086476 -0.10984123870730399 -1.1575275063514707 0.67486965656280529 2.9733399152755742 -0.057953746989369385 -0.053220560774207108 0.88723331689834606 0.55591797828674328 -0.35539250075817103 0.025873398408293728 decision_type=2 2 2 2 2 2 2 2 2 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 17 8 -7 25 -6 10 14 -12 23 -14 15 -3 19 -1 -19 -5 21 -16 -17 -11 -18 27 -27 -4 -29 -2 right_child=29 9 7 16 5 6 -8 -9 -10 12 11 -13 13 -15 20 22 24 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00038894567740683746 -0.0066238192570758888 0.0090162467419483486 -0.011689334730272423 0.014653473887994171 -0.010344938808325153 -0.0054477063605592466 0.0005798093574345065 0.01216492204591426 0.016210262181476524 0.013815634269965228 -0.015798158969690862 0.02947010923021506 -0.0057711902383030108 0.035887005627642993 0.043071975507263605 0.00061610538081431534 0.00071296360695191326 0.012066277278559145 -0.0085793854246572054 0.0035392326937625142 -0.018541346372467037 0.008385818961424504 -0.010244887435502085 -0.061318363433155942 -0.026679942805556162 0.0015947785695582376 -0.038153579902896147 -0.02022203160518336 0.0069386588558410251 -0.042661863532340888 leaf_weight=556.41741536802147 52.637719827675028 372.10404507422936 722.29883857065579 234.16851559170755 723.27814156681416 1238.76130384102 4177.0092387570767 95.45883347990457 43.173487999185454 424.02932311582845 203.07459681696491 15.428873375407418 187.89248129958287 24.973647551145405 22.58445880562067 2585.6847100789892 71.596795172197744 463.32846667635022 66.606990831438452 1353.0951500317897 31.789220603037393 539.18323680630419 211.90049665258266 3.8353708535432807 48.292040791478939 345.5812441437738 15.464190555561798 43.752735743997619 141.18924578215228 24.002442360157147 leaf_count=2817 2208 2670 7075 1420 7947 8955 25506 408 239 2181 1213 69 1193 174 145 27265 880 2900 375 8329 1755 4246 4562 18 682 2916 285 523 843 201 internal_value=0.00016186 0.00025543 -0.000632956 7.53561e-05 -0.000867525 -0.00179607 -0.00079803 -0.00529816 -0.00884067 0.0022436 0.00124014 -0.0125668 0.00847054 -0.000845779 0.00204345 0.000876108 0.00409262 0.00441169 0.00946078 0.00518288 0.00826762 0.00979661 -0.0002051 0.0131163 -0.0102925 -0.00661734 -0.00010396 -0.00920359 0.000478629 -0.0180164 internal_weight=15038.6 14962 10339.5 8975.73 7268.58 6182.22 5415.77 1363.75 766.452 4622.48 3981.75 218.503 640.731 212.866 3763.25 3169.69 1707.15 1086.35 529.935 1587.26 593.557 561.768 2797.59 427.865 119.889 1268.29 361.045 907.241 184.942 76.6402 internal_count=120000 117591 72100 60050 48739 42647 34461 12050 8186 45491 41925 1282 3566 1367 40643 34497 11311 6092 3275 9749 6146 4391 31827 2199 1562 11642 3201 8441 1366 2409 is_linear=0 shrinkage=0.05 Tree=377 num_leaves=31 num_cat=0 split_feature=498 496 516 512 502 413 495 498 463 498 264 477 495 288 505 512 424 278 336 459 502 431 479 411 490 516 332 317 432 422 split_gain=36.5682 38.2696 34.8684 47.3938 30.5768 31.8577 27.4399 24.4508 22.512 21.6752 20.5048 19.107 17.9532 17.1797 16.9386 16.1466 14.4765 14.1757 14.0248 12.9346 11.8994 13.6592 11.243 11.1958 10.8161 10.2455 10.13 13.0297 18.6367 9.48178 threshold=0.68856248259544384 -0.048301821574568742 -0.307663545012474 0.34792540967464453 -0.51187041401863087 -0.79186311364173878 -0.53209924697875965 0.998150795698166 -0.15572026371955869 0.87208822369575512 -0.34889701008796686 -0.62054952979087818 -0.61486858129501332 -0.39878618717193598 -0.84064537286758412 0.53134143352508556 -0.84234702587127674 -0.51622915267944325 -0.057699851691722863 -0.2041651830077171 1.94358766078949 4.8577315807342538 -0.16832100600004193 0.0078524900600314158 0.22721879929304126 -0.041327696293592446 0.80848035216331493 0.37430629134178167 1.4659370779991152 0.23709271848201754 decision_type=2 2 2 2 2 2 2 2 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 7 8 12 29 10 18 9 14 22 16 -10 24 -13 -1 -8 -6 -15 -7 -19 21 -9 25 -12 -4 -2 -16 -28 -29 -5 right_child=1 -3 3 4 5 6 15 20 11 -11 23 13 -14 17 26 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0041871307856956542 -0.02080713325674655 -0.027822038230948216 0.014994324085441527 0.0029937104988430998 -0.0098075780636126819 -0.0082802697051140572 0.014514865960474469 0.02524749758515419 -0.014989409386364026 -0.034390644151813053 0.0091882094803470704 -0.0077374198658448981 0.027803738222046622 -0.021581763447413034 -0.024720999908524281 -0.0036033475492361303 0.0046027224119040743 0.028991923887802397 -0.024522375626909274 0.00072386505584858256 -0.044224605928811285 0.25238953304736633 0.018940502661423504 0.029081128669152485 -0.017399307323422385 0.0064975289588985064 -0.022384781849823957 0.010786197057500516 0.1490772460031124 0.033473762083371772 leaf_weight=77.832712806761265 76.191869982925709 255.93447596754413 72.432168820640072 36.448051502695307 226.82525618607178 348.24015282397158 152.97632718738168 73.882494253455661 172.97135679167695 65.987053528893739 213.64264260721393 146.73307959281374 236.19453025795519 23.662044078519102 306.86069979099557 625.04542704636697 750.10549459978938 119.72431097825756 216.45582321169786 61.665835468098521 6.1480402692686758 0.57471638545393844 50.898776517133228 106.64723247429356 39.791160762310028 62.055602638167329 24.559498738730326 15.251881538599266 2.8284810134209684 88.150745674502105 leaf_count=942 2866 23546 709 538 2089 4343 3011 19643 3210 2560 1627 3147 9522 633 15683 8995 5912 1748 2322 1023 71 4 740 991 548 1239 976 422 45 895 internal_value=-0.00164735 -0.0132601 4.19496e-05 0.00260418 0.000411842 -0.00072912 -0.00612931 -0.00213955 -0.00832967 -0.00973772 0.00485666 -0.00138043 0.0199799 0.0052992 -0.0168492 -3.30718e-05 0.00125114 0.0146517 -0.0145182 0.0194151 0.0218306 0.027404 -0.00109706 0.0158346 0.0034587 -0.00851882 -0.0215481 0.00117363 0.0333964 0.0246073 internal_weight=4656.72 591.673 4065.04 3112.96 2764.54 2639.94 1342.72 335.739 952.09 255.133 1297.22 524.757 348.418 351.785 427.333 778.022 976.931 205.052 564.696 181.39 80.6053 74.4572 189.146 320.29 112.223 138.247 349.501 42.6399 18.0804 124.599 internal_count=120000 50669 69331 41502 30723 29290 18671 27123 27829 7405 10619 9761 10779 6551 18068 12006 8001 3404 6665 2771 19718 19647 4845 2618 1257 4105 17126 1443 467 1433 is_linear=0 shrinkage=0.05 Tree=378 num_leaves=31 num_cat=0 split_feature=453 515 501 497 27 490 343 486 514 394 479 407 389 179 305 257 410 505 318 466 448 326 470 483 493 423 366 499 486 431 split_gain=9.09359 14.4088 17.5899 14.0388 13.9368 13.9948 13.2891 15.9109 15.0527 13.8134 19.0638 13.2803 13.1475 13.862 13.1255 12.3206 16.8662 14.2697 11.9854 11.9521 11.9479 11.2759 10.7547 11.6338 13.0263 10.7472 11.4275 10.6757 10.633 10.2979 threshold=-0.49067367613315577 -0.5147154927253722 0.71440294384956371 0.61424240469932567 -0.5811505615711211 -0.31752066314220423 2.0551937818527226 0.0071574372705072173 -0.32410885393619532 1.453717112541199 -0.39381648600101465 -0.093507770448923097 0.17915990948677066 0.098313339054584517 -0.36003285646438593 -0.022866669110953804 0.68547970056533825 -0.60661512613296498 2.1639884710311894 -0.74799206852912892 -0.58616870641708363 -1.4386085867881773 0.61405950784683239 -0.0020816532196477051 -0.135225735604763 -0.53002211451530445 0.57468098402023327 0.40315097570419317 -0.39410735666751856 0.21834829449653628 decision_type=2 2 2 2 2 2 2 2 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 15 4 5 22 7 8 28 10 -10 12 14 -14 -9 16 17 -2 25 -7 -5 -11 23 24 -1 26 -17 -6 -3 -29 right_child=1 6 -4 20 27 19 -8 11 9 21 -12 -13 13 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.010110138608412611 -0.012455496759515072 0.02395177431726098 0.023592149091897597 0.0036088973327265783 0.011778837587118264 0.0081680870589942983 0.01135793154739587 -0.0042083060743438507 0.0063139069739132055 0.040268611383327269 -0.0013779504339890207 0.00076984101289735219 0.029988309158644144 0.0079277243884474432 0.0099227578916298055 -0.0082151832099495586 -0.01379141558899767 0.0077257815885444269 0.021986961883335737 -0.005845493135992608 -0.011113443838023372 -0.0092875612244035424 0.02862108252795352 -0.00073623479407533511 -0.0038848490090210457 -0.020778285496289725 0.034667087849658371 -0.0029912982266853171 -0.0085858702642613253 0.0035892586288120312 leaf_weight=929.72424697387032 107.48220239009243 108.02444697148167 58.554907200392336 182.96581704961136 142.19039907143451 197.88208297919482 391.67333291453542 226.17534444486955 1116.3328179994714 11.627098143100737 2890.9852440811228 790.92146214761306 136.94228319020476 150.09159173181979 596.3454698981368 324.08711681253044 174.43610546545824 468.56179290893488 27.770824959618039 654.85434886149596 552.17860192467924 481.745383160247 47.561070177704096 660.15956469916273 201.84510082518682 200.43243387661641 16.183214499615133 4402.521952754003 32.383245723322034 686.5972218439565 leaf_count=4620 4091 1052 2008 975 912 963 2266 1366 6015 53 21404 4778 780 888 4855 16753 1357 4067 541 3100 3650 2985 199 3051 1320 1531 70 20764 157 3429 internal_value=0.000300547 0.00148218 -0.00318683 -0.000833061 -0.000219106 0.00270334 0.00241058 0.00187394 0.000294799 -0.00020722 0.000763654 0.00572745 0.00925648 0.0184769 0.00603091 -0.00438117 -0.000168285 0.00395003 -0.00993309 -0.00258713 -0.00744249 -0.00810164 0.00515885 0.00453169 0.00760922 -0.0115855 -0.00615143 -0.00172397 0.016411 -0.00210245 internal_weight=16969.2 8310.76 1377.51 8658.48 7923.34 2692.03 6933.25 6541.57 4641.1 4500.69 4007.32 1900.48 1109.55 287.034 822.521 1318.95 750.48 576.044 568.474 852.736 735.144 493.372 1839.29 1791.73 1131.57 540.703 340.27 5231.31 140.408 5089.12 internal_count=120000 77017 30418 42983 38358 13253 46599 44333 31666 30457 27419 12667 7889 1668 6221 28410 9515 8158 18895 4063 4625 3038 9190 8991 5940 18354 16823 25105 1209 24193 is_linear=0 shrinkage=0.05 Tree=379 num_leaves=31 num_cat=0 split_feature=516 391 289 504 292 222 163 434 335 500 392 353 445 277 513 369 261 99 211 440 410 313 373 258 91 130 296 332 505 360 split_gain=9.99049 9.98825 13.043 11.9377 10.7662 18.8615 13.8561 15.2035 13.5102 17.4254 13.4177 13.7092 13.1974 12.735 12.2288 14.9311 12.114 11.659 11.2943 11.1331 10.7402 18.4224 12.1585 10.5937 10.3511 10.1825 10.1625 10.0646 9.63844 8.96778 threshold=2.4689922332763676 2.2624942064285283 -0.81592893600463856 -0.5732942223548888 -0.33880691230297083 -0.35141178965568537 0.17198203504085544 0.71841859817504894 0.51745116710662853 0.58969908952713024 -0.84431642293930043 -0.62440904974937428 0.9658070206642152 -0.7056116759777068 0.38493220508098608 -0.007294122362509369 0.36797244846820837 -0.19947419315576551 -0.31359942257404322 -0.49655511975288386 0.75879260897636425 0.28963972628116613 -0.25567147135734553 1.6022527217864992 -0.38617350161075586 -0.15388786792755124 -0.48511733114719385 1.8598198890686037 0.97022938728332531 0.39355742931365972 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 10 8 13 25 16 19 11 28 20 24 -13 -16 -6 -18 -9 -10 22 -22 -12 -14 -7 -8 -11 -15 29 -1 right_child=-2 2 3 -5 5 6 7 18 9 26 12 14 23 27 15 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0097898552520739521 -0.032813350827242509 -0.0097523015319622309 -0.017958265244530695 0.014273724303111961 -0.00018054257742981415 0.012527672956628889 0.0069960891727003875 -0.029012326380404102 -0.009397727807250171 0.019823109570238626 0.0048322876842576351 0.0057592181440340494 0.0076491830994456908 -0.0062469561425365742 0.003634563133180068 -0.010775575155417281 -0.017286455833543279 0.011745232239101785 -0.0033226525805069409 0.0051422585155381593 -0.0074232660559957128 0.0014859883083998978 0.0003005012234137833 0.033449882268562714 -0.029186535587639301 -0.0074320328835892971 0.0030223420230333481 -0.028333339981797101 0.017563988921070108 -0.07485014564619423 leaf_weight=608.1416651767795 22.837983505276497 88.584775006747805 31.148756195761962 341.3014441106352 921.53600380651187 16.574839099193923 388.11108198668808 75.321349969482981 213.93476924975403 236.32580777583644 2707.2333062110702 531.82504242216237 319.958400984935 628.15756606918876 328.85916404053569 395.29835927276872 211.50147285801359 41.052677808591397 100.11090291972505 341.79630951571744 871.4564825623529 1734.1554007826489 3270.6265235907922 45.569634039886296 128.86500376046752 178.1722716531367 146.64901265216758 56.306380567606539 32.303118820243981 5.2705795709043732 leaf_count=3515 5592 795 923 1401 7807 403 2314 508 1489 1206 16398 2718 1563 6863 1986 2513 2759 1536 733 6138 4412 8512 24458 281 8289 3506 753 432 168 29 internal_value=0.000157921 0.000208686 0.00745338 0.0115606 -2.08124e-05 -0.00235637 -0.00650441 -0.00153014 0.00072697 0.00520012 0.000771794 -0.00304134 0.00158268 -0.0109434 0 -0.00422505 -0.00284527 -0.0125448 -0.0143912 -0.000446757 0.00118573 -0.001492 0.00235372 0.0108876 -0.0243929 0.00244717 0.0134053 -0.00807504 -0.00896148 -0.0103691 internal_weight=15019 14996.1 461.035 372.45 14535.1 3684.42 1571.62 741.716 2112.8 938.706 10850.7 1901.7 8949 829.904 1255.98 724.158 1174.09 252.554 175.432 555.731 8583.47 2605.61 5977.86 365.528 145.44 566.283 382.975 684.464 645.715 613.412 internal_count=120000 114408 3119 2324 111289 44736 23048 7061 21688 9586 66553 10929 55624 15987 7217 4499 12102 4295 1241 7627 53780 12924 40856 1844 8692 5820 1959 7295 3712 3544 is_linear=0 shrinkage=0.05 Tree=380 num_leaves=31 num_cat=0 split_feature=516 392 501 512 439 391 517 395 398 479 514 513 491 483 454 501 516 438 502 506 482 511 335 398 522 475 453 403 508 503 split_gain=35.7201 39.1092 33.5015 33.2327 24.6729 24.5575 23.0234 20.5177 19.903 18.1675 16.6627 16.637 16.3704 15.712 22.424 21.6242 15.5228 15.1557 15.1462 15.3037 14.7945 14.1339 13.9728 14.4718 13.5246 12.1195 13.5449 11.8077 11.6338 11.2023 threshold=-0.10961423069238661 -0.81241735816001881 0.034555964171886451 0.6788156032562257 0.80395191907882702 -0.47936558723449701 1.3943279981613161 -0.18489541858434674 -0.080986693501472459 -0.40815301239490503 0.91199100017547619 0.27685655653476721 -1.1888452768325803 -0.047571377828717225 0.14109611511230472 0.13115307688713077 -0.31780208647251124 -1.0657629966735838 -0.74876317381858815 -0.43652927875518793 0.43824024498462683 0.94973707199096691 -0.86179822683334339 0.32529294490814215 0.10184113308787347 -0.15744177252054212 -0.13995698094367978 -0.31554703414440149 -0.30658441781997675 -0.29697655141353602 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 13 9 8 10 18 12 -1 29 16 -5 15 -15 -2 21 -11 -3 -20 -7 -8 -19 -24 -13 26 -14 -17 -12 -4 right_child=3 2 6 5 -6 20 11 -9 -10 17 28 24 25 14 -16 27 -18 22 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011551005151778778 0.024347415387928107 0.027652869639892774 -0.006762924577657173 -0.01368113105180096 -0.020520934601135726 -0.019355393437262062 -0.016497958638190393 0.029642673060484077 -0.012749392079935001 -0.012463131086098443 0.022646590457262611 0.016547118763839099 0.0085132224787730412 0.022958307970485356 -0.0048458856158935856 0.0058171780550801211 0.02369480614349127 -0.001095711802978586 -0.018908555270897728 0.017707137230565495 -0.001874457787867161 0.027182831193737773 0.025477267574562718 -0.008079018893452701 -0.015465910288594981 0.022257903039580189 -0.016233737591392471 -0.014572213096873763 -0.010036418771259378 -0.02125887550715435 leaf_weight=89.924062907113694 92.937844488886185 34.878919962095097 162.33310977159999 89.444947140756994 82.046174598392099 248.80974125419743 72.128785028064158 72.536838396452367 164.601145562483 51.154967868700624 40.747087020310573 38.19616909394972 479.60986916464753 354.14606207923498 90.788607010385022 156.65534133941401 88.015450397040695 87.973401077208109 105.50233274069615 38.888497794978321 236.98838221351616 24.757118353329133 268.39968668320216 36.204754641046748 233.24236928753089 138.38368515647016 62.28544107126072 129.44061723072082 81.494565196568146 776.51793705724413 leaf_count=1911 4900 15727 2555 926 6620 5529 2284 1084 3406 1110 831 367 4169 7320 1271 1875 882 1205 2020 506 3041 509 4154 1461 2510 1908 520 2650 1687 35062 internal_value=-0.00161519 -0.00587629 -0.00965425 0.00291119 0.00497147 -0.00172057 -0.0124581 0.00722095 0.00301637 0.00890323 -0.0164979 -0.00305237 0.0063955 0.0108994 0.0172738 0.00340094 0.0084969 0.0130613 -0.00183501 -0.00900689 -0.01084 -0.0052682 0.0164023 0.0214711 -0.0109383 0.0090442 0.00565711 -0.00339215 0.00082662 -0.0187587 internal_weight=4629.03 2384.94 1769.24 2244.09 615.703 1420.12 1517.43 251.807 934.325 533.657 1061.09 456.34 769.724 823.968 444.935 379.034 184.901 443.733 179.27 144.391 485.798 96.8859 392.578 304.604 271.439 680.279 541.895 286.096 122.242 938.851 internal_count=120000 82485 66024 37515 16461 19499 46687 19337 10929 9841 40135 6552 7523 18016 8591 9425 3675 7930 18253 2526 8570 2793 6820 5615 2877 6597 4689 4525 2518 37617 is_linear=0 shrinkage=0.05 Tree=381 num_leaves=31 num_cat=0 split_feature=308 381 399 513 370 277 506 515 203 295 281 465 358 405 443 461 295 521 438 522 424 254 395 377 447 316 308 490 511 91 split_gain=8.9679 13.0799 10.3861 14.4587 16.6376 13.1359 14.9375 12.6331 10.8103 12.2842 21.3811 15.3379 14.2679 13.9272 11.0928 10.7448 13.7894 11.2191 17.3068 10.1438 9.87143 10.1568 9.46751 10.8429 9.46358 13.4947 11.0838 9.82712 9.98897 9.36287 threshold=1.1669151186943056 0.22525223344564441 -0.4544196873903274 0.62182849645614635 0.41342391073703771 -0.63035374879837025 1.3272438049316408 0.23724895715713504 0.62662616372108471 -0.050968365743756287 0.053303629159927375 -0.38981740176677698 -0.049075925722718232 0.39708279073238378 -0.26648820936679835 0.77879443764686596 1.2734723687171938 0.36556343734264379 -0.13072700053453443 0.82593691349029552 -0.63324534893035878 -0.36933815479278559 0.21076445281505587 -0.54683247208595265 -0.32783946394920344 -0.25242304801940912 -0.65280041098594654 1.441489100456238 0.5618140995502473 -0.04496937803924083 decision_type=2 2 2 2 2 2 2 2 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 15 5 6 19 -7 9 10 11 14 -13 -12 -4 -1 17 -17 -19 -5 21 -10 23 -3 27 -26 -27 28 -11 -6 right_child=1 22 8 4 29 7 -8 -9 20 24 13 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0043814391766221822 -0.00048686705545629601 0.016089904616095555 0.011789353989159897 0.0036621222541652777 0.003162294798949865 0.0048491863401626274 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141.05959296529181 697.29285841109231 614.57949636131525 330.36786525894422 9.0244037886150164 644.4430416461546 355.04280149337137 leaf_count=17276 5564 333 3054 1358 2933 1433 299 5711 1492 6866 4074 10253 4716 5159 6106 1808 700 618 793 568 10817 267 1190 7042 3944 2888 6601 40 4058 2039 internal_value=0.000291635 -0.00444007 0.000571425 -0.00107158 0.00195505 -0.00125106 0.00634573 -0.0041381 0.00155879 0.000682986 0.00257475 0.00156361 -0.00116481 0.0155384 0.0052702 -0.00305986 0.00254418 0.00633902 -0.00293466 0.00849474 0.00464813 0.0124789 -0.0132091 -0.00618812 -0.00140011 -0.00423319 -0.00812694 0.000850977 0.000618674 0.00740159 internal_weight=16949.2 945.185 16004 6005.52 2380.03 1497.62 411.904 1085.71 9998.45 7791.39 4084.46 3789.39 2181.96 295.069 1607.43 3625.49 691.091 536.641 202.293 392.177 2207.06 340.67 293.234 182.889 3706.93 1642.24 944.947 2064.69 2055.67 882.414 internal_count=120000 14129 105871 35536 14341 9369 2225 7144 70335 57759 33362 24129 14969 9233 9160 21195 3919 3219 1411 1926 12576 1759 8565 7375 24397 13433 9489 10964 10924 4972 is_linear=0 shrinkage=0.05 Tree=382 num_leaves=31 num_cat=0 split_feature=510 203 357 86 472 410 327 230 162 391 520 373 504 433 266 350 285 516 399 329 65 491 232 501 426 510 46 189 516 35 split_gain=9.84284 9.82174 14.3223 15.8385 12.6763 14.8559 12.1726 11.9039 12.2634 10.8238 11.2953 10.7474 10.6733 10.3421 9.99355 21.1079 13.3262 11.6912 14.6646 10.6628 9.60021 9.61776 9.11277 9.02382 8.80382 12.7339 16.4335 9.50664 9.15255 8.72384 threshold=1.3438327908515932 0.16376333683729175 0.49103292822837835 -0.15882784873247144 -0.57131835818290699 1.3440734148025515 0.59319898486137401 0.11338318139314653 0.10705051571130754 -0.36303414404392237 2.5993082523345952 -0.52394688129425038 0.46483257412910467 -0.43669642508029932 -0.010842072311788796 0.98597776889801036 -0.38207602500915522 -0.49506759643554682 -0.062242073938250535 0.10461797565221788 -0.70543226599693287 -1.1088286042213438 0.90047812461853038 0.5353701412677766 0.18673765659332278 -0.25980372726917261 0.32614728808403021 -0.17118962854146955 -0.16200765222311017 0.27818955481052404 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 11 9 8 14 -3 -11 12 -4 29 17 16 -16 18 -1 -19 21 -2 -17 -13 25 26 -6 -26 -27 -5 right_child=20 2 4 13 24 -7 -8 -9 -10 10 -12 23 -14 -15 15 22 -18 19 -20 -21 -22 -23 -24 -25 27 28 -28 -29 -30 -31 leaf_value=-0.0071427059877516574 0.12639819498212651 -0.0039620803048920298 0.018887048066618697 -0.0083748503736773613 0.008686554273730945 -0.0099572383666762521 -0.0077695986259139933 -0.008111071474136514 0.017456473460262467 0.0035797368638611281 -0.036373537157070528 -0.00041825063660185982 -0.0022214685999064087 -0.019148230905276269 -0.0028218791807063564 0.0070775294200955546 -0.015785191231921118 0.0013008351361887072 0.034563681064810586 0.0068572820772019247 -0.017157281115984007 0.0068975619513192898 -0.006461007558692943 0.012798594980769872 0.00011140822557238018 0.00056770221670880076 -0.023402730051495721 -0.034690345864937397 -0.0060422709198326612 0.017494998291307275 leaf_weight=31.640778154192958 1.7128468637820358 1020.4308604728431 290.38962891651317 245.45233419895521 542.67698767012917 134.22105474187993 683.14160874192021 303.51657370862085 125.96146946059889 1217.4824171518558 17.832248232327402 416.65792384487577 74.894875640398823 235.5875641866005 812.2211941749265 681.00533882924356 262.81679929303937 3855.3337358764256 61.814421918417793 1113.8748903162195 141.01907373132417 26.112485764548182 151.57930187426973 186.60816132486798 38.855273140710779 1363.1347075606463 42.896380350692198 38.964405083097517 849.12023391886032 37.381618226645514 leaf_count=381 23 6006 1669 1572 2373 575 3866 8241 2976 8919 107 2749 388 3692 9812 4329 8508 24057 505 7372 4342 343 709 1066 236 7515 221 182 6994 272 internal_value=0.000154025 0.000291012 -0.000991964 -0.00334623 0.00105271 0.00561055 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38.215 23.4741 19.7366 18.47 15.6113 18.7111 17.2448 15.2075 13.5146 15.2861 13.493 15.4889 12.9191 11.1948 11.1475 10.8506 9.91458 9.87684 threshold=0.68856248259544384 -0.048301821574568742 1.1565853357315066 -0.50954437255859364 -0.33812259137630457 -0.30233220756053919 1.3512552380561831 0.998150795698166 -0.037819406017661088 -0.75031986832618702 -0.59771025180816639 -0.76246476173400868 4.0424492359161386 -0.43362478911876673 -0.041327696293592446 -0.13044910132884976 -0.33426561951637263 0.5463463068008424 0.35201032459735876 -0.53931927680969227 -0.34567168354988093 0.87084609270095836 0.13353777676820758 0.11761392652988435 -0.16873438656330106 1.94358766078949 1.1627900600433352 -0.16832100600004193 -1.581424832344055 0.11396048963069917 decision_type=2 2 2 2 2 2 2 2 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 7 3 8 11 -6 14 9 22 -2 16 12 -5 -14 -7 -8 18 -18 -10 26 28 -22 -1 -24 29 -9 -4 -11 -13 -21 right_child=1 -3 19 4 5 6 15 25 10 27 -12 20 13 -15 -16 -17 17 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0.22863316175062209 0.28741691936738689 468.31019267672673 158.89221686631208 32.03308346378617 123.57396933250129 44.830125728622079 82.988278284668922 158.29346451326273 37.740794292185456 48.352337872143835 62.38561846758239 171.28790921653854 6.0291435376275322 124.55937856191304 54.1951985306805 184.29210925655207 13.448677947919348 leaf_count=10579 1824 23546 3060 7848 1509 8325 3790 19647 1537 4733 2703 172 58 9 8479 2572 547 1498 605 942 2395 1534 312 524 3877 71 1292 848 4854 310 internal_value=-0.00157701 -0.0130095 6.16842e-05 -0.0017463 0.00184172 0.0048348 0.00359165 -0.00212294 -0.00810994 -0.00946773 -0.0012728 -0.00770719 -0.0235526 0.369033 -0.000975283 0.0111769 0.00572346 -0.00650316 0.0139499 0.0116685 -0.00165815 0.00751666 -0.0145621 0.00128152 0.0201536 0.0210643 0.00338908 -0.00196716 -0.0112242 0.0348114 internal_weight=4602.95 577.354 4025.59 3482.74 2226.6 1695.67 1644.42 330.454 1256.14 251.169 610.312 530.931 146.378 0.51605 1026.07 618.351 387.467 155.607 231.86 542.848 384.553 196.034 645.829 110.738 267.725 79.2853 275.123 198.362 188.518 96.437 internal_count=120000 50669 69331 59850 41545 24675 23166 27123 18305 7405 6890 16870 7915 67 16804 6362 4187 2045 2142 9481 8955 3929 11415 836 5129 19718 4352 5581 5026 1252 is_linear=0 shrinkage=0.05 Tree=384 num_leaves=31 num_cat=0 split_feature=352 513 505 313 206 385 256 518 394 195 515 501 408 95 139 323 395 318 455 179 503 188 398 404 391 338 338 493 386 460 split_gain=9.0093 13.2232 17.3209 12.6875 11.1995 12.1338 14.1444 11.0036 10.8626 12.4118 15.0288 10.6217 10.1126 10.0168 10.8882 12.1574 10.3029 10.1176 9.99685 10.7499 9.93328 9.88176 12.6568 10.553 9.60667 9.49715 9.36103 11.1123 9.82831 9.34923 threshold=1.0060325264930727 0.32516670227050787 1.3261764049530032 1.2682514786720278 0.15688508003950122 -0.7042747139930724 -0.24081670492887494 -0.2672217190265655 0.88105067610740673 0.075677275657653822 -0.72092622518539418 0.69026553630828869 1.5821546912193301 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710 2821 100 339 126 182 1932 942 107 1161 1277 320 463 244 3873 1767 2511 6395 96 internal_value=0.000285415 0.00320818 -0.000914954 -0.00229011 -0.000169512 0.000751214 -0.00160981 0.00671937 0.00201763 0.00298007 0.00451671 -0.00311811 -0.00224516 0.0029813 0.011876 8.70709e-05 0.0222509 -0.000716657 0.00578055 0.0153363 -0.0093363 0.00501382 0.00900605 0.00533899 0.0101412 -0.00225417 -0.00415292 -0.000260978 -0.00648297 0.0125885 internal_weight=16927.7 2281.32 1048.61 1003.06 14646.4 10144.2 3540.18 1232.71 6604.07 5390.73 3822.84 2884.21 4502.17 759.507 223.368 104.831 118.537 536.139 299.909 143.116 185.912 655.968 461.118 386.236 77.9299 1213.34 2584.3 968.631 1615.67 112.577 internal_count=120000 12245 6032 5226 107755 72688 17268 6213 55420 46147 30825 14295 35067 3369 991 470 521 2378 1759 817 8207 2973 2060 1740 344 9273 12536 4374 8162 446 is_linear=0 shrinkage=0.05 Tree=385 num_leaves=31 num_cat=0 split_feature=409 387 430 507 517 427 392 500 517 497 58 454 511 516 335 499 154 510 64 414 501 327 161 395 412 393 316 395 305 54 split_gain=9.88728 17.2885 19.3991 16.2733 15.6893 19.8853 15.3217 12.7854 15.8614 13.4519 14.0928 12.2954 12.2309 15.2105 13.2023 12.0272 11.8817 11.9152 13.0177 11.9769 14.1838 16.5491 11.1799 13.0306 16.5365 10.9669 10.9086 10.7925 11.3382 10.6463 threshold=-0.68233358860015858 -0.36677099764347071 -0.37812696397304529 -0.68967533111572255 -0.21716032922267911 -0.37085667252540583 -0.69932174682617176 0.81621387600898754 1.0828348994255068 1.40180379152298 -0.43014429509639734 -0.25067259371280665 0.73987087607383739 0.07637717574834825 2.5671849250793461 0.43824395537376409 0.017691730521619323 -0.83604606986045826 0.62615716457366954 -0.32294918596744532 0.34779317677021032 0.53893309831619274 -0.32921497523784632 1.011033892631531 1.2823224067687991 -0.58556330204009999 -0.092947162687778459 -0.7894802689552306 -0.87863135337829579 -0.034905362874269479 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 4 3 22 5 25 -6 9 -9 10 15 16 -5 26 -15 -4 17 18 -1 -19 -21 -22 -3 -24 -25 -2 -14 29 -29 -7 right_child=1 2 7 12 6 27 -8 8 -10 -11 -12 -13 13 14 -16 -17 -18 19 -20 20 21 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=0.02434380084603089 -0.0030195018150689381 -0.0030846966934142302 -0.0034920641467026539 -0.0021777943355282305 -0.018715193723168665 0.027018659967361525 -0.0051130984839461704 0.011116581085121553 -0.01522715642077687 -0.026788203578941152 0.0059516098430492589 0.0054232232565586099 -0.014882776590978747 -0.028137893965369084 -0.18822748810846068 0.0030856735587326809 -0.0091227188117254214 -0.00236748436082691 -0.012677442128355502 -0.0088799241382864682 -0.0015755561729185023 0.018372706795403287 0.0099752088157490544 0.017073497458358008 0.091120479273983146 0.0059332254487489446 0.00084973721695491263 0.00080245693264988235 -0.016971982565334439 -0.0035466137631127701 leaf_weight=102.16438525356352 578.49279469053727 121.87062629626598 1410.3077321065939 1981.4567176639102 277.13864545797696 32.3996619960526 825.28551547718234 644.36269121681107 62.457992527983151 41.465497081750073 1365.4806521239516 1747.1714143832214 223.4793254538672 78.569616770953871 1.2255571919959027 1369.6369804780988 317.23278523114277 1298.7427679696702 30.661520330002531 118.78043569228612 169.90451453335118 265.98905024374835 139.4160895323439 20.262866609496996 12.17706537991762 835.01883202354657 216.10170425300021 119.94613620219752 349.72871283109998 230.61824646472814 leaf_count=359 2469 802 7123 11314 3410 1320 10966 4733 2628 372 16525 10459 2181 2854 13 7753 2821 7372 121 743 1662 1321 2319 133 75 3896 1737 677 4581 7261 internal_value=0.000149794 -0.000631404 0.000660274 -0.00266239 -0.00368978 -0.00119659 -0.00853845 0.00255872 0.00877983 0.00150711 0.00179199 0.00226025 -0.00397144 -0.0108029 -0.0308918 -0.000249519 -0.000136799 0.00129626 0.0157571 0.000256423 0.00640851 0.0105871 0.00846355 0.016679 0.045217 0.00226575 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-0.7367265224456786 -0.08342729881405829 -0.18973732739686963 -0.40008953213691706 -0.54964783787727345 1.0433036088943484 0.89394766092300426 -0.72965323925018299 0.2186686843633652 -0.75663438439369191 -0.33576846122741694 -0.79229244589805592 -0.84064537286758412 -0.20917083323001859 0.8164445459842683 -0.096529942005872713 0.19487819820642474 0.17222907394170764 -0.29380787909030909 -0.36700807511806482 -0.41283966600894922 0.92432549595832836 -0.25647991895675654 -0.94367933273315419 -0.64334866404533375 -0.70830875635147084 0.47248841822147375 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 3 9 5 6 10 16 -8 11 -5 -2 -9 -11 -1 26 -7 29 -19 -16 -21 -3 -23 -4 -24 -26 -6 -22 -13 -17 right_child=2 21 23 4 15 7 8 12 -10 13 -12 28 -14 -15 19 17 -18 18 -20 20 27 22 24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.025114643686511975 -0.018287318152285112 -0.031233976563403029 -0.00049771649798763555 -0.010149893235066078 0.1283343843448557 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19.282533663325012 103.13355314475484 5.0051813281606909 25.349057109851856 31.960492065642029 50.189100306481123 65.884607663261704 116.15753190044779 leaf_count=1179 9079 23117 768 2016 16 373 6126 2710 1706 1745 8304 1436 10287 968 19845 6481 5436 1153 577 1934 456 4415 1234 1181 83 481 315 1112 1514 3953 internal_value=-0.00154697 -0.0129277 0.000132598 -0.000680476 0.0015425 0.00381456 -0.00042242 0.010177 -0.0109358 -0.00937883 0.00468109 -0.0131854 0.0165724 0.00970596 0.00086784 -0.00955877 -0.00217823 -0.0116634 0.00851984 0.00616041 -0.000464152 -0.0248882 -0.0123172 0.0232974 0.00593686 0.0231661 0.0207059 0.0151404 0.000126048 -0.0144067 internal_weight=4577.55 588.975 3988.58 3853.21 3068.52 2547.62 1528.83 1018.79 499.896 784.693 1028.93 654.453 671.553 130.24 273.355 520.897 347.241 487.241 58.0596 227.319 162.294 315.621 106.24 135.365 49.6368 30.3542 33.6557 66.1342 181.091 429.182 internal_count=120000 53856 66144 64195 49453 36958 18152 18806 7832 14742 10320 12029 12997 2713 24526 12495 5809 12164 1730 23347 3502 29330 6213 1949 1798 564 331 1568 2950 10434 is_linear=0 shrinkage=0.05 Tree=387 num_leaves=31 num_cat=0 split_feature=514 453 435 515 343 497 265 272 338 506 318 411 199 410 274 271 385 203 361 200 252 508 50 144 234 174 77 369 506 473 split_gain=8.7384 8.799 14.5323 13.3907 16.209 13.0345 13.327 12.8866 11.1364 13.8548 10.7607 16.3868 13.3303 10.7269 10.4295 10.2328 10.9158 10.1462 9.79929 10.3263 9.78794 9.7264 9.23629 9.20629 10.4698 9.12294 9.21557 9.09096 8.97334 10.3841 threshold=2.5012621879577641 -0.49067367613315577 0.21827017515897754 -0.50870534777641285 2.0551937818527226 -0.65480732917785633 0.29586857557296758 0.66123175621032726 -0.95616731047630299 0.23175379633903506 -0.2076589688658714 -0.45665350556373591 -0.38371805846691126 0.99662914872169506 0.63850948214530956 -0.48867501318454737 -0.99312216043472279 -0.19543939083814618 -0.53667601943016041 0.80314287543296825 -0.1446953862905502 -0.2591490745544433 3.7000491619110112 -0.88647976517677296 0.045928822830319412 0.1237885430455208 0.094010714441537871 0.10152922943234445 -0.26587647199630732 -0.66861873865127552 decision_type=2 2 2 2 2 2 2 2 2 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 20 14 -4 8 10 9 -7 12 23 15 -13 27 -1 -17 -16 19 -14 -3 -10 28 24 -12 26 -8 -5 -9 -30 right_child=-2 2 5 4 -6 6 25 22 21 -11 11 13 18 -15 17 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00035483847434135928 -0.034269560219230458 -0.0075430558532049137 0.011729194147293986 0.002641258502690598 0.016878208469470381 0.0092105451126287038 0.0034078471370882595 -0.0009384785326528221 -0.01138074930354049 -0.014866423400686926 0.012181139326962874 -0.0081646624870567713 0.0040929000683866566 0.0061386163400069648 -0.0085148564927553291 -0.0010884001938769475 0.0095683040224054192 0.0026808871392757826 -0.0037310944963095437 -0.026995029311450848 0.0037189854830733736 -0.0028066093975792211 0.066781400537828509 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12.0891 12.0787 11.473 11.3533 11.595 11.2442 13.064 17.9137 14.9823 14.001 11.6216 11.3317 10.6951 12.3629 10.4271 10.3873 10.2761 10.241 9.77985 9.99882 threshold=-0.07339147105813025 1.1254570484161379 0.11619083210825921 0.64088627696037304 -0.39992989599704737 -0.84431642293930043 0.92016455531120311 0.9916648566722871 0.39681175351142889 2.9566186666488652 1.4642491340637209 -0.42104837298393244 -0.31815867125988001 -0.41322480142116541 -0.365844115614891 0.23625162243843081 -0.33099970221519465 0.17654582858085635 0.66003897786140453 -0.064912702888250337 -0.51391738653182972 0.62828832864761364 -0.21180566400289533 -0.29594127833843226 -0.064058374613523469 -0.56590911746025074 -0.23319835960865018 1.917469382286072 -0.053525857627391808 0.60631102323532116 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 10 5 13 6 7 8 9 -1 -2 22 -12 14 28 16 19 21 -19 25 -21 -18 -6 -24 -3 -7 -15 -8 29 -5 right_child=1 24 -4 4 11 15 27 -9 -10 -11 12 -13 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704.48836467583897 215.60265037673526 21.321506466716528 120.86448323552031 631.61196324176854 398.10215276910458 4309.4959862686228 1654.9590240316465 136.53577014594339 194.62767331919167 103.29158665478462 170.15363994293148 137.01821357035078 201.75115231968812 1243.2099178928765 89.395538467215374 4.1644269041717044 135.15099705010653 13.721815279684959 leaf_count=3598 11092 5146 13184 879 1888 2504 609 916 5167 43 720 4518 1887 87 685 6121 7094 27349 8728 704 2051 626 1249 856 4160 7029 416 19 582 93 internal_value=0.000143418 -0.00282403 -0.00609943 0.00067714 0.00461873 -8.84533e-06 -0.00403354 -0.00522282 -0.00671038 -0.00137036 -0.00418974 0.00728084 0.00469812 -0.00205132 0.00164771 0.000727076 0.000248551 -0.000851778 -8.78087e-05 0.00373593 0.013147 -0.00992797 0.00230803 -0.0044168 0.00257607 0.00191008 -0.0163116 0.0121474 -0.00353381 0.00443162 internal_weight=14975.2 2281.33 1420.59 12693.8 1882.71 10811.1 1672.22 1558.08 1409.95 618.279 1243.77 1346.17 292.02 536.537 425.82 9138.91 8507.29 6465.85 5964.46 2041.44 331.163 501.394 641.686 307.172 860.741 1710.28 110.717 114.14 304.956 169.805 internal_count=120000 36189 26883 83811 11253 72558 10352 9724 8808 3641 13699 8511 2607 2742 2239 62206 56085 43797 36077 12288 2755 7720 3993 2105 9306 9533 503 628 1554 972 is_linear=0 shrinkage=0.05 Tree=389 num_leaves=31 num_cat=0 split_feature=499 499 503 400 413 516 501 452 497 438 398 331 506 284 347 410 517 473 520 498 501 486 364 511 452 496 472 370 400 395 split_gain=33.3983 37.5737 29.4336 32.123 29.2056 28.2451 27.8725 24.9725 24.9357 20.5769 20.3468 19.4886 18.2657 17.9167 17.0537 16.879 15.3955 13.5931 13.0434 12.9393 12.2697 11.6924 11.4727 10.8894 9.18511 9.05163 10.0845 8.9337 8.63583 8.4693 threshold=0.44043914973735815 0.42196199297904974 0.54463738203048717 -0.79970857501029957 -0.81115323305129994 1.9316938519477846 0.49489815533161169 0.0094204987399280089 0.3874379843473435 -0.34277127683162684 1.053246080875397 -1.2640373110771177 0.58245709538459789 -0.54112383723258961 -0.47024257481098169 -0.49580317735671992 0.47816623747348791 -0.64438161253929127 -0.19310294091701505 -1.7281290292739866 1.0718271136283877 -0.16802265495061872 -0.29309387505054468 1.296311140060425 -1.3242588639259336 0.076660376042127623 -0.59127962589263905 -0.32074443995952601 -1.038576006889343 -1.0379928350448606 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 3 12 10 8 7 15 23 -9 11 -5 19 -13 24 -6 20 -16 -18 -2 -8 28 -10 -4 -1 26 -19 -14 -21 -23 right_child=2 -3 5 4 6 -7 16 9 22 -11 -12 13 27 -15 17 -17 18 25 -20 21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.10989727320460295 0.014123616578425386 -0.025671112227856827 -0.020766361831198156 0.031778290941454485 -0.012849620941774732 0.031720912389469773 -0.025234390286827876 -0.00050654468638236733 -0.0075686243632307254 0.024465650478811628 -0.019083026582967261 0.0020514340143286728 0.031868449773013445 0.015969553116823645 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1488 2153 1048 3355 337 4185 1702 4740 1466 161 3528 1809 52 198 2318 581 2785 1831 19007 474 2079 3034 internal_value=-0.00151759 -0.0127381 0.000115792 0.00196776 0.00452453 -0.00988855 3.2669e-05 0.0045714 -0.0126266 0.015361 0.0106981 0.0122383 -0.00740004 0.00986302 -0.000173732 -0.00092243 -0.010033 0.00808809 -0.00425363 -0.0105468 -0.0241428 -0.0126542 0.00518064 -0.0186326 -0.0177052 0.0135548 0.0236209 0.0127922 -0.00483657 -0.0192052 internal_weight=4552.26 578.773 3973.49 3353.31 2634.78 620.174 1525.64 1051.89 582.061 355.14 1109.14 1054.81 718.53 940.853 293.819 696.746 473.758 199.549 336.438 621.907 137.32 573.196 146.596 435.465 94.2701 169.943 96.4436 96.6226 261.763 311.433 internal_count=120000 53856 66144 43603 35280 22541 25839 11939 16795 4469 9441 8393 8323 7540 25513 7470 13900 22701 4994 7512 8906 7120 3806 12989 2812 20999 19168 811 3888 3232 is_linear=0 shrinkage=0.05 Tree=390 num_leaves=31 num_cat=0 split_feature=500 486 276 404 437 506 512 468 394 0 273 437 452 481 397 49 425 413 272 507 503 6 445 398 242 158 98 429 474 357 split_gain=8.72087 16.9844 19.8916 15.6216 11.1749 11.1741 10.761 17.539 12.162 12.9578 10.9104 10.6374 13.4374 12.4377 10.3793 9.83193 9.61259 9.53458 9.45813 9.42562 9.32522 14.2218 12.7994 9.25243 9.00716 8.9396 8.92639 8.50394 10.717 9.37804 threshold=1.0597454309463503 0.27887609601020819 -0.2414276525378227 -0.3278155773878097 2.8345719575881962 0.84364050626754772 -0.088419366627931581 -0.46065077185630793 3.0365682840347294 -0.25342108309268946 4.5172307491302499 -0.59420207142829884 -0.89349690079689015 -0.13323920965194699 -0.36914747953414911 0.37915208935737615 -0.329722911119461 0.7857165038585664 -0.13443286716938016 0.44974970817565924 0.37593553960323339 -0.3338423073291778 0.74410381913185131 0.90382188558578502 -0.032914189621806138 0.95871594548225414 -0.39439024031162256 -0.32929520308971399 -0.050238925963640206 1.1057565808296206 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 27 6 18 7 17 10 14 11 13 -13 -8 -10 -3 -4 -1 19 -5 22 25 23 -9 -11 -22 -20 28 -2 -30 right_child=1 15 16 5 -6 -7 8 20 9 24 -12 12 -14 -15 -16 -17 -18 -19 26 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00041798653109074898 0.003821273703138946 0.0039334658090310112 -0.0040269680666146076 -0.00088971196341274808 0.014817977523272925 -0.033207405303329204 0.0038310666658864139 0.0031841978073305572 0.0093788631455302522 0.0094809840020129068 0.016334745264510227 -0.009478631748234316 0.00044858549597239492 -0.0065682589306766863 -0.030233636503595413 -0.012098968222823718 0.0090028692570823347 0.024906059463313548 0.0049203372265941266 0.014881542523570388 -0.034652735245296128 -0.0023866116660195315 -0.029286736349718269 -0.025520893586287254 -0.041858672779091229 0.021498430692237315 -0.021354108312317856 -0.01544077514902825 -0.014937810019361423 0.021632920489968122 leaf_weight=160.37031869933708 167.31819868122693 1187.7976573955384 246.08946402138099 401.54441533697536 141.8052670826437 26.66438370855758 4012.4820292873774 213.57525606121635 20.075095142237842 72.782118662260473 118.49370016949251 356.96022729156539 7522.3907024164218 309.29250794439577 88.241430209251121 103.78050346113741 331.83272671472514 52.942476629687008 50.270549387845676 123.69115173787577 103.40656075940933 73.498126393416896 46.050056670384947 32.209013533778489 9.5614524483680707 7.4314738781540646 88.965564313053619 555.11593820428243 245.6979236532934 18.682651169598103 leaf_count=1474 878 6265 1959 2520 2444 2030 20293 1986 89 271 514 1823 39744 1715 389 596 2549 2187 346 678 1625 2091 18357 495 35 204 955 4333 1087 68 internal_value=0.000273736 -0.00192919 -0.00454776 -0.00730405 0.000859868 -0.00153059 0.000709426 -0.00537009 0.00104493 -0.0114808 0.00123928 0.00109213 -6.29763e-07 0.00308554 -0.022844 0.00264052 0.00344615 0.00652798 -0.000247107 0.00281697 -0.0107109 -0.0195218 -0.0051236 -0.000566 0.00341541 -0.0308269 -0.0118352 -0.011342 -0.00605747 -0.0123274 internal_weight=16889 3547.45 2255.87 1677.95 13341.6 691.136 13199.8 689.483 12510.3 190.66 12319.6 12201.1 7879.35 4321.77 108.317 1291.58 577.922 213.313 664.472 525.236 476.17 184.336 291.834 245.784 82.3436 110.838 139.236 986.815 431.699 264.381 internal_count=120000 24264 17403 12895 95736 6529 93292 28419 64873 784 64089 63575 41567 22008 478 6861 4508 3661 4499 3198 24758 3920 20838 2481 306 1829 1301 6366 2033 1155 is_linear=0 shrinkage=0.05 Tree=391 num_leaves=31 num_cat=0 split_feature=510 512 403 465 203 479 497 473 397 450 340 366 520 318 94 490 380 334 399 431 501 108 237 49 455 515 358 439 452 493 split_gain=9.43442 11.0852 10.7913 9.61867 9.92178 12.7978 10.5936 10.3949 11.4473 15.0913 12.0471 11.4061 10.5813 10.3052 13.4687 10.7407 9.95511 9.93262 9.77517 11.0817 9.70142 9.66265 9.61582 9.45534 9.7152 9.42511 9.10008 9.07957 13.5507 13.1487 threshold=0.98612558841705333 1.1707963347435 1.6877905726432803 1.7680100798606875 0.11365865543484689 1.1642187833786013 -0.40076336264610285 0.58644458651542675 -0.33099970221519465 -0.70187997817993153 0.14863311499357226 -0.25700348615646357 3.5389355421066289 0.57029196619987499 0.16066553443670276 1.0260970592498782 0.050325030460953719 -0.14245320111513135 -0.81105563044548024 -0.43426537513732905 0.3750042617321015 -0.20085509866476056 -0.0057344038505107156 0.15980666130781176 -0.20972185581922528 -0.71320828795433033 0.51996782422065746 2.6905293464660649 0.30625621974468237 -0.1331314072012901 decision_type=2 2 2 2 2 2 2 2 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 27 4 13 7 17 8 9 -6 -10 -9 -13 14 22 23 25 -7 -17 -20 -18 -8 26 -15 -25 -16 -1 28 29 -2 right_child=1 -3 -4 -5 5 6 21 11 10 -11 -12 12 -14 15 16 18 20 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0021912979642858365 -0.0034717279717653617 -0.044752875711436435 -0.031376795092224352 -0.0057206668498458041 0.0095100480692184158 -0.018347865593224787 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316.95967861323152 82.6312943509256 508.89511297247373 174.12859255325748 37.950995934195817 218.56547116764705 324.435837161378 leaf_count=29400 11372 261 537 3674 3030 232 314 1745 15109 8015 10296 2259 30 4663 1894 22 3734 244 14 33 569 323 3517 3762 771 2804 1401 170 3820 5985 internal_value=0.000140405 -0.0031351 -0.00278445 0.000622128 0.000913155 -0.000385155 -0.0116564 3.48273e-05 -0.000689402 0.00310741 -0.00200098 0.0055467 0.0109613 0.0024448 0.00344655 -0.00204843 0.0100631 -0.000195362 0.057035 0.110038 -0.00350082 -0.0212129 0.00235703 -0.00248866 -0.00851507 0.0128334 0.00271015 -0.00228473 -0.00278966 -0.00120131 internal_weight=14955.6 1916.1 1900.31 13039.5 12468.3 6746.45 242.682 6503.77 5747.73 1474.71 4273.01 756.04 425.407 5721.88 4679.69 1042.19 660.873 110.63 7.52885 3.96659 111.773 132.053 4018.81 1034.66 399.591 549.099 3937.3 1867.95 1830 1611.43 internal_count=120000 22145 21884 97855 94181 41597 1113 40484 36450 11045 25405 4034 2289 52584 43319 9265 9001 476 69 47 4303 637 34318 9196 4533 4698 30801 21347 21177 17357 is_linear=0 shrinkage=0.05 Tree=392 num_leaves=31 num_cat=0 split_feature=514 499 505 499 284 352 293 516 442 439 452 386 497 428 508 399 76 495 25 166 323 494 506 336 504 449 463 285 371 517 split_gain=32.4015 40.7056 33.6418 30.7029 26.4482 29.2081 22.2191 21.6492 20.2824 20.1489 22.6277 19.1229 18.7791 17.8171 14.5671 14.4926 13.3074 12.985 12.8784 12.3658 12.1486 11.4827 11.0631 10.553 10.4904 10.3825 9.91546 9.87924 12.4388 12.8907 threshold=0.91199100017547619 0.44043914973735815 0.46429789066314703 0.19487819820642474 -0.45638164877891535 -0.27232648432254786 -0.51367989182472218 1.9316938519477846 -0.46827968955039972 -1.1276307702064512 -0.18274876475334165 0.89749383926391613 0.36196959018707281 -0.70350423455238331 1.2598964571952822 -1.100205600261688 0.047721650451421745 -0.53209924697875965 0.18689656257629397 -0.0031010785605758424 -0.34315085411071772 -0.29501749575138086 -0.066021423786878572 0.10731285065412523 -0.22438459843397138 -0.3600615113973617 -0.14649032056331632 -0.37756919860839838 -0.92581242322921742 0.26187726855278021 decision_type=2 2 2 2 2 2 2 2 2 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 9 11 18 12 22 15 19 13 -4 -6 27 16 -3 -10 20 -11 -2 -8 -7 -22 -12 -17 -23 -5 -29 -30 right_child=6 2 7 14 5 8 21 -9 17 10 24 -13 -14 -15 -16 25 -18 -19 -20 -21 23 26 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.017486664874672264 -0.018344868978716483 -0.016526727644305454 -0.01995371485135429 -0.031447385049459792 0.023315424921269087 -0.017254480187064061 -0.0003081322608404563 0.030849254924016484 -0.004240341695382125 -0.017318674373550186 0.012212911508128683 -0.019947157820906725 0.0022306269280469681 0.0070615529457006103 0.032998145562894113 0.017619097200495936 0.012140678423913082 0.017256110771222098 0.040659336334088719 -0.00026115104156289635 0.011901582447439024 0.0082213023038019469 -0.00041097517675807449 -0.012544741670265506 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10.7332 10.1076 10.8206 11.5486 10.0069 16.4975 11.8617 11.1323 13.1631 10.2871 10.6058 9.94442 9.90335 9.88755 14.2471 threshold=-0.14704485237598416 -0.51563593745231617 -0.96785020828247059 0.049846312031149871 0.40685525536537176 1.2453624010086062 0.20152176171541217 -0.38933593034744257 -0.49880513548851008 0.82091256976127636 -0.22387500852346418 -0.044782031327486031 -0.1242593005299568 0.34022614359855657 -0.43622149527072901 -0.95158508419990528 4.2118387222290048 -0.38371805846691126 -0.26474508643150324 -0.59177231788635243 -0.76272505521774281 1.1254910826683047 0.27839414775371557 0.0072016499470919379 -0.86535191535949696 -0.9795325994491576 0.076919890940189375 -0.39908531308174128 0.1389470919966698 -0.42971712350845331 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 6 7 28 -5 -6 16 9 -7 26 -9 12 19 14 -14 -16 17 -2 27 20 22 -21 -1 -24 -23 -26 -3 -19 29 -4 right_child=1 2 3 4 5 8 -8 10 -10 -11 -12 -13 13 -15 15 -17 -18 18 -20 21 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965.31063914578408 431.73199520297931 138.25001202157 817.53560466622002 34.969596434151754 503.30960893712472 445.48216253548162 2338.6308291737514 1720.7290726475185 88.82273655408062 210.03350572939962 231.43472339445725 41.710442506708205 592.92019863182213 34.153058530762792 239.98137265772675 61.42454913072288 67.971753905294463 leaf_count=3113 3511 2162 683 1305 22566 906 4257 1170 821 50 1185 14276 5865 3301 734 6130 124 2567 2668 15492 9230 506 1020 1026 419 4344 165 1256 3418 5730 internal_value=0.000266422 0.0014079 8.53245e-05 0.0013818 0.0020061 0.0025326 0.00400823 -0.00571605 0.0117467 -0.0112108 0.000132205 -0.000829032 -0.0012261 -0.00401761 -0.00564784 -0.00173481 0.00622138 0.00670509 0.00373556 -9.79693e-05 -0.00227947 0.00186997 -0.00723862 -0.0132724 -0.00372142 -0.00595758 -0.0122841 -7.32463e-05 -0.0134726 -0.00499393 internal_weight=16871.9 8264.62 5479.61 4479.48 4299.22 4161.35 2785.01 1000.13 370.662 516.043 484.085 8607.32 8179.51 2352.83 1921.1 955.786 1970.28 1935.31 1188.77 5826.68 2764.59 3062.08 1043.87 441.468 723.453 634.631 505.359 743.291 180.262 118.837 internal_count=120000 54544 40161 35429 25598 24293 14383 4732 1727 2377 2355 65456 51180 16030 12729 6864 10126 10002 6491 35150 14389 20761 5159 2046 5269 4763 2327 3823 9831 6413 is_linear=0 shrinkage=0.05 Tree=394 num_leaves=31 num_cat=0 split_feature=484 509 398 437 503 424 513 499 503 508 286 515 516 255 111 390 321 522 455 481 508 343 285 84 504 452 264 503 308 287 split_gain=9.52939 13.9884 15.6021 15.5447 12.0177 14.2937 13.3137 11.2747 11.265 24.5006 16.8774 16.4863 14.9416 14.3351 17.6823 12.7244 12.0863 13.4648 11.9163 11.7187 11.5713 11.5088 11.3449 11.0882 10.949 14.0353 10.9328 10.8442 10.5886 10.9313 threshold=-0.93752920627593983 0.64485850930213939 -0.91063186526298512 -0.15848420560359952 0.5299191176891328 -0.58365714550018299 1.1822697520256045 0.40132153034210211 0.3273169100284577 -0.20104168355464933 -1.5442815423011778 1.0216174721717837 0.18905099481344226 -0.21428094804286954 -0.51987403631210316 -0.67213320732116688 0.63300222158432018 0.82593691349029552 -1.0084396004676817 -0.3027083277702331 0.4835373610258103 -0.7629512846469878 6.3482308387756357 0.22642417997121814 -0.04599501192569732 -0.81190031766891468 -0.4181667417287826 0.022918635047972206 -0.66959393024444569 -0.48502539098262781 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 8 28 4 -4 -6 -7 -1 11 13 -11 12 18 15 -15 19 17 -12 21 -10 22 -2 -13 -9 -5 -26 -20 -22 29 -3 right_child=1 2 3 24 5 6 -8 23 9 10 16 20 -14 14 -16 -17 -18 -19 26 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.014260288575773664 -0.0080583405199438126 -0.018137718453383377 -0.0025169826569969422 -0.0048646004309982824 -0.013100599417222867 0.0083098758948797011 -0.028346412275633406 0.0051753001762120006 -0.0044034088599886239 -0.028813782106659039 -0.0059812192347756627 0.023357799589191593 -0.016933397368592024 0.016256624604302512 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1912 478 4938 805 982 833 2513 6844 2524 4644 13644 372 124 736 17 1322 62 2877 29017 471 3904 1128 internal_value=0.000138784 -0.000375453 -0.00302468 -0.00177265 0.000297862 0.00487751 0.00711835 0.00323681 0.000654181 0.00260223 -0.00128888 -0.00091198 -0.00153837 0.00642687 -0.000631536 0.00887048 -0.000534333 -0.00263363 -0.00103966 0 0.0119703 0.0106744 0.0210398 0.00399472 -0.00774925 -0.0195514 -0.00157872 -0.00145378 -0.0117221 -0.00456114 internal_weight=14944.8 12816 3588.23 3137.3 2329.52 887.423 789.372 2128.84 9227.77 4113.9 2038.61 5113.88 4877.21 2075.28 533.187 1542.09 1984.5 1539.81 4724.59 319.935 236.673 207.361 141.433 2040.8 807.776 158.202 4517.23 95.2394 450.928 241.625 internal_count=120000 106198 35068 29423 19785 10013 8669 13802 71130 25058 12584 46072 44655 12474 3346 9128 12106 9582 43673 2284 1417 1012 822 12824 9638 2939 42661 595 5645 1741 is_linear=0 shrinkage=0.05 Tree=395 num_leaves=31 num_cat=0 split_feature=516 392 515 512 362 286 439 430 507 516 392 330 466 502 516 465 454 309 514 503 404 501 454 387 445 395 259 113 503 439 split_gain=32.0903 36.0311 32.9414 31.7443 25.4253 24.3026 21.6758 21.5948 19.9977 19.6017 30.2797 23.3397 17.751 16.506 14.6712 13.702 13.1251 12.6864 12.4473 17.6312 19.6669 12.6398 12.296 12.1508 11.9574 11.2074 11.0499 10.9742 10.7539 10.7421 threshold=-0.10961423069238661 -0.81241735816001881 0.18963803350925448 0.38336907327175146 0.26376710832118994 1.0743312239646914 0.80395191907882702 -0.39223888516426081 0.28587456047534948 -0.36030450463294977 0.27209667861461645 -0.27402257919311518 -0.33039411902427668 -0.77167922258377064 0.21624653786420825 0.10484094917774202 -0.47625651955604548 0.79677408933639537 0.91199100017547619 -0.29697655141353602 -0.70019042491912831 0.30321352183818823 -0.36829210817813868 -0.78631731867790211 -0.68248343467712391 0.80282625555992138 -0.11010875552892684 -0.2493576034903526 0.4177048802375794 -1.1132025122642515 decision_type=2 2 2 2 2 2 2 2 2 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 28 9 5 7 12 8 17 11 16 -3 -1 -13 -10 -14 -11 -4 19 20 23 -22 -7 -5 -12 -9 -15 -20 -2 -6 right_child=2 3 4 18 29 22 -8 25 14 10 24 13 15 26 -16 -17 -18 -19 27 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0052030379061857113 0.027129493748515716 -0.020448630829784153 0.023942785798409784 -0.013373187786005972 0.00307235015140509 -1.1806484480258016e-05 -0.01977034969377307 -0.011605288291637532 -0.0042908645963724307 0.036748143328804918 0.0028696491043304143 0.028582710311620952 0.003998035429244747 0.0036654914644178825 0.014419916150562746 0.023602996231342432 0.01017016993379681 -0.0097677288194361507 -0.012499119748511351 -0.021731577491877319 0.014531801244558933 -0.022893630405057441 -0.01908858390743659 0.039726014704752705 -0.025726913213701692 0.010708311796847322 -0.027381549976743164 0.017187056685993483 0.0064748769292063656 -0.013025447904522076 leaf_weight=160.08654831803869 166.0896181575954 218.28106674650917 322.03997897554655 15.552103957161306 140.53805639105849 233.85799985670019 76.922185099043418 175.50265619886341 213.99183105083648 67.474629663978703 74.858689789194614 48.733332391071599 163.12864868337056 100.21810397325316 204.55974286515266 198.36189785145689 151.70040189917199 30.281376200844534 81.914551409892738 627.7720542983152 29.09553100168705 97.50126544572413 132.59502449503634 33.830687027424574 70.795519967447035 82.526675734785385 39.920850012102164 50.044198411866091 102.81594221707201 389.34358231868828 leaf_count=3110 1556 16353 3762 98 959 3329 6620 4133 2061 1283 1411 14631 3906 2582 3796 2825 2626 451 1592 20094 254 916 2094 203 1587 2547 1513 881 4569 8258 internal_value=-0.00146079 -0.00557973 0.00286626 -0.00928049 0.000573547 0.00411684 0.00497107 0.00805691 0.0122491 -0.00176751 0.00664036 -0.00931342 0.00863261 0.00353317 0.00484302 0.0147733 0.0183882 0.0210293 -0.0154727 -0.0178095 -0.00378562 -0.0142481 -0.00693139 0.0229092 -0.0110036 -0.00444788 -0.00515633 -0.00119855 0.0192561 -0.00874669 internal_weight=4500.33 2306.19 2194.14 1707.69 1925.24 1395.36 598.499 1028.9 770.873 771.983 364.829 407.153 521.577 188.872 418.552 361.491 219.175 352.321 935.71 803.752 175.98 126.597 366.453 49.3828 145.654 258.029 140.139 131.959 268.906 529.882 internal_count=120000 82485 37515 66024 31390 22173 16461 16750 10070 41986 6907 35079 9841 18726 5857 6731 3909 4213 24038 21565 1471 1170 5423 301 2998 6680 4095 2473 6125 9217 is_linear=0 shrinkage=0.05 Tree=396 num_leaves=31 num_cat=0 split_feature=506 515 327 507 504 468 391 304 152 431 256 503 453 501 507 513 501 503 515 335 515 270 434 513 405 512 511 501 507 303 split_gain=8.13295 20.3268 14.5602 13.3198 15.1327 11.6655 12.2979 11.9019 15.9147 16.0605 11.9537 11.4872 14.3816 13.6112 19.9133 17.2319 10.5698 10.5673 11.2346 10.6321 10.5588 10.4267 12.9547 10.1563 12.756 10.1134 9.90204 13.66 9.69863 9.61663 threshold=0.34963682293891912 0.028905099257826809 -0.738604575395584 0.79474246501922619 0.20179264992475512 -0.46230158209800715 3.2595329284667973 -0.29998333752155298 -0.75570377707481373 2.3672595024108891 -0.15548322349786756 0.36208896338939672 -0.56220731139183033 0.8582114875316621 0.023948287591338161 -0.038645580410957329 0.54520142078399669 0.65871554613113414 0.85464662313461315 0.87066051363945018 -0.38263727724552149 0.85575696825981151 -0.75900027155876149 0.033071970567107208 -0.90623456239700306 -0.17381567507982251 -0.89266568422317494 0.26684062182903295 0.023948287591338161 0.15157056599855426 decision_type=2 2 2 2 2 2 2 2 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 29 5 -5 6 17 8 -7 10 -10 12 -9 15 -15 -13 -8 18 -1 -19 -4 22 -3 24 -22 -14 -24 28 -28 -2 right_child=1 21 20 4 -6 7 16 11 9 -11 -12 13 25 14 -16 -17 -18 19 -20 -21 23 -23 26 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0030731640510280132 -0.0074920170557871372 -0.0076627288007627735 -0.036281076052281543 -0.0016953599173678701 0.012484103972596144 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49.54776712594321 315.63115741001093 34.227373120607808 1582.5878537297249 18.379297295294236 1364.4752260871464 71.904740382888122 45.703496148984414 leaf_count=14014 510 1438 1657 1357 2121 9097 409 4330 17801 752 5787 3579 14025 1436 168 9161 374 3011 524 323 51 2512 188 2569 394 8659 138 8811 4343 461 internal_value=0.000257868 -0.00224469 -0.0111261 0.000740107 0.00703227 0.00036522 0.00296969 -0.000473892 -0.00216653 -0.00414673 -0.00484437 0.00126855 0.00355863 -0.00125407 -0.0168667 -0.000329562 -0.0138074 0.0035341 0.00244327 0.0112523 -0.0154214 -0.000139794 0.00141264 -0.0123183 0.0102471 0.00624713 0.00336637 0.00261297 -0.0162012 0.00511502 internal_weight=16853.7 2721.23 520.834 14132.5 793.816 13338.6 3251.67 10087 5118.05 3402.49 3268.18 4968.92 2605.52 2363.4 131.726 2231.67 105.466 3146.2 2757.29 388.913 412.144 2200.4 1827.54 359.119 43.4883 1710.09 1504.31 1454.76 90.284 108.689 internal_count=120000 23072 5642 96928 3478 93450 18655 74795 33437 24340 23588 41358 27014 14344 1604 12740 783 17872 14538 3334 4671 17430 14918 3014 445 22684 13480 13292 4481 971 is_linear=0 shrinkage=0.05 Tree=397 num_leaves=31 num_cat=0 split_feature=495 434 509 399 17 487 146 497 432 497 446 203 335 32 498 442 292 394 86 179 260 129 91 398 465 465 477 48 465 393 split_gain=9.20739 12.396 10.5025 10.2157 11.3329 10.5995 10.7678 10.4969 10.5808 10.4722 12.1708 10.0703 11.9119 17.7185 13.4539 12.8497 12.61 11.0397 10.6259 19.8652 11.5178 10.6685 11.4668 10.5403 10.4184 10.0276 9.71086 9.61516 13.4091 9.24559 threshold=-1.0345873832702634 0.55196303129196178 1.2730385661125185 -0.69920015335082997 -0.14583756029605863 0.99934241175651561 -0.15149649232625959 -0.24795303493738172 -0.20420705527067182 -1.0787655711174009 -0.36193622648715967 0.11365865543484689 0.47335995733737951 0.3130441159009934 -0.13661073893308637 -0.27172948420047754 -0.32438196241855616 0.24131578952074054 -0.1961751654744148 -0.11974449083209036 -0.10337072238326071 0.1956458315253258 0.27569828927516943 -0.027079636231064793 2.2580622434616093 0.77142909169197094 1.3970763087272646 2.492060780525208 0.94064888358116161 -0.22353509068489072 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 -1 27 -7 9 -9 10 -5 12 16 15 23 29 24 26 20 -20 25 22 -21 -15 -2 -13 -18 28 -6 -14 right_child=2 -3 -4 7 5 6 -8 8 -10 -11 -12 18 13 14 -16 -17 17 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.002778847480789143 0.0019299978815460819 0.017280942812147409 -0.0087070454562790198 0.05917448835774354 0.020463408848122731 0.077992644823518156 -0.016598471897785082 -0.0037821044047670841 -0.031920569988903726 0.0065268714784704187 -0.028694705235279262 -0.00056076009001105611 -0.0027358963824263942 0.0032884058794818102 0.0040128566126843577 -0.015844912668567381 -0.007212034704636933 0.00025289675773884678 -0.016158338537570201 -0.00098340404539828388 0.0050052358034904671 -0.02209619863744465 0.042681634242742295 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-0.00232267 -0.0131393 0.00286492 -0.0198642 4.04419e-05 0.00147038 0.00500751 0.00887822 -0.00156131 0.000169451 -0.0045734 -0.00124843 -0.00553009 -0.000383629 -0.00164812 -0.000166028 0.0152063 0.00157335 -0.00127824 -0.00985387 0.0235692 0.0276625 0.00191766 internal_weight=14933.2 921.883 14011.3 754.316 287.725 176.146 34.1612 466.591 151.503 315.088 43.4699 13659.4 6477.19 1740.57 1095.67 644.902 4736.62 1080.97 7182.26 1205.83 5976.43 883.657 824.259 475.706 3655.65 5126.4 516.64 141.984 129.282 518.38 internal_count=120000 9519 110481 8670 2503 1304 226 6167 1002 5165 4023 103228 56981 19325 12252 7073 37656 13723 46247 9597 36650 6685 5237 2567 23933 29783 8829 1078 985 3253 is_linear=0 shrinkage=0.05 Tree=398 num_leaves=31 num_cat=0 split_feature=501 386 395 284 352 454 419 398 400 331 305 376 516 503 513 505 494 357 481 506 517 422 422 237 264 404 392 516 3 501 split_gain=31.5294 45.1922 37.159 34.6722 29.7983 24.4918 23.0858 19.2875 20.2519 17.0071 15.2844 16.1594 14.7539 20.557 15.1777 14.112 13.3486 12.9236 12.707 12.4186 11.559 11.5271 11.2456 12.8368 10.4236 13.2233 14.5045 10.4169 10.3805 10.3458 threshold=1.0000000180025095e-35 -0.08342729881405829 -0.11768945306539534 -0.51363638043403614 -0.26390354335308069 -0.08330031111836432 -0.34567168354988093 -0.54342192411422718 -0.92199042439460743 -0.34506368637084955 0.17546628415584567 -0.28285793960094446 0.26278534531593328 0.65871554613113414 0.7382350265979768 -0.84064537286758412 -0.27225895226001734 0.99437525868415844 -0.23294619470834729 -0.32874234020709986 1.8815961480140688 1.5559092164039614 1.6557496190071108 -0.21655863523483274 -0.49009247124195093 -0.42099665105342859 -0.88635537028312672 0.46742923557758337 0.98305860161781322 -0.58925053477287281 decision_type=2 2 2 2 2 2 2 2 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 10 5 12 7 16 8 28 -10 15 -12 13 14 -5 -1 20 -14 22 -17 -6 27 -3 -24 -7 -26 -27 -9 -2 -21 right_child=1 18 -4 4 6 24 -8 21 9 -11 11 -13 17 -15 -16 19 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123.8239195169881 49.867481383087579 214.97122975776438 121.13809050200507 467.19293604616541 17.478887775912881 101.80636745615629 7.6259112936677402 10.015364492312072 53.895507527049631 40.459694247459993 14.533973381738177 114.57325762195978 11.957123175496234 165.32771163654979 35.881211090250872 7.5446462566032997 50.739364448003471 leaf_count=18146 1735 21629 6525 8003 1556 4597 3360 16522 2518 5861 574 815 1695 1704 2495 2190 8833 164 2207 121 73 1452 1257 233 1235 130 2489 1220 61 600 internal_value=-0.00143618 -0.0027324 0.012154 -0.000451829 0.00466508 -0.00537435 -0.00273043 -0.00156783 0.00331723 0.00719621 0.00195943 0.0243835 0.0106334 0.00796827 0.0100607 -0.00429356 -0.00752305 0.0255287 -0.0148603 -0.00982514 -0.02299 -0.00951788 -0.0178907 0.00346477 -0.0145554 -0.00831429 -0.0168729 -0.012326 -0.0136817 0.00905321 internal_weight=4476.95 4087.53 389.418 3440.99 1686.69 1754.3 752.933 1240.6 768.074 625.657 271.621 59.3378 933.755 792.452 742.585 212.283 579.641 141.303 646.542 179.503 112.448 472.528 544.736 54.9937 513.702 291.858 177.285 418.633 142.417 58.3653 internal_count=120000 91029 28971 65703 27883 37820 13822 29369 10175 8379 22446 1389 14061 12202 10498 21057 10462 1859 25326 2911 1629 19194 23119 1490 8451 3854 2619 17742 1796 721 is_linear=0 shrinkage=0.05 Tree=399 num_leaves=31 num_cat=0 split_feature=514 262 308 381 399 466 461 483 389 333 361 281 337 387 373 395 377 401 316 398 449 486 399 479 452 271 124 81 10 206 split_gain=8.10305 8.19513 9.75279 11.2236 9.56282 14.4502 13.6239 13.5698 12.7215 10.1312 11.4376 19.1867 13.6421 11.0195 9.42122 8.99467 9.90234 8.80501 8.25523 8.54033 8.32615 8.0878 8.00313 8.08325 7.49254 8.3224 7.77085 10.9393 7.33298 6.66127 threshold=2.5012621879577641 6.1273374557495126 1.1669151186943056 0.22525223344564441 -0.4544196873903274 0.59566158056259166 0.97625166177749645 -0.0071429251693189135 -0.0071562533266842357 2.1280643939971928 0.28899204730987554 -0.32584509253501887 0.77137812972068798 -0.42492911219596857 0.99396106600761425 0.073439341038465514 -0.54683247208595265 -0.58609652519226063 0.27510224282741552 0.19985416531562808 -0.042265882715582841 0.1524506285786629 0.51969939470291149 -0.42232106626033777 -0.049994846805930131 3.2344709634780888 0.032370645552873618 0.11841619014739992 -0.27109818160533899 0.31430895626544958 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 24 5 6 7 -1 -8 10 11 -6 -12 14 -11 16 17 -5 19 -7 -20 -15 -17 -24 25 -4 27 -26 -18 -28 right_child=-2 -3 3 15 9 18 8 -9 -10 13 12 -13 -14 21 -16 22 28 -19 20 -21 -22 -23 23 -25 26 -27 29 -29 -30 -31 leaf_value=0.0010365722859306309 -0.03376408762161312 0.019924535070324739 -0.006780009107592147 -0.0048113696062710362 0.0018856485810620435 -0.0075946137351063821 0.00023444241731077683 -0.0042954765106387868 0.013696642098932503 -0.0029549740318321597 -0.0017483623707943133 0.0096542865026999422 0.01732350935999253 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139 33203 901 2472 12532 1519 370 17419 14542 516 3235 296 1028 2484 101 502 202 615 493 40 178 710 15 456 242 4378 269 internal_value=0.000247265 0.000282946 0.000220598 -0.00482799 0.000509006 -0.00107881 -0.000415115 -0.00137409 0.00600859 0.00145855 0.00187204 0.00293943 -0.00100687 -0.00471709 0.00858646 -0.0133454 -0.0055635 0.0188852 -0.010269 -0.00331911 -0.0177517 -0.00804567 -0.0240837 0.002189 -0.00117731 -0.00604664 0.0048889 -0.00216501 -0.0119936 0.0146281 internal_weight=16830.1 16812.7 16759.9 904.67 15855.2 5931.43 5532.54 4814.63 717.905 9923.75 9301.82 6787.16 2514.66 621.928 124.134 270.929 157.447 32.584 398.897 207.232 191.665 497.794 113.482 22.7967 633.741 352.009 281.732 163.138 124.863 118.594 internal_count=120000 119611 119147 13805 105342 35268 33048 29057 3991 70074 65680 47745 17935 4394 666 8348 7102 240 2220 1103 1117 3728 1246 218 5457 3780 1677 952 6862 725 is_linear=0 shrinkage=0.05 Tree=400 num_leaves=31 num_cat=0 split_feature=409 409 338 425 292 516 392 511 430 522 398 516 503 393 404 495 454 46 209 503 181 507 396 504 491 24 277 514 281 362 split_gain=9.05326 16.2467 14.3423 15.5175 15.5031 14.0651 13.3613 13.4223 12.7234 15.5275 12.8912 12.4186 15.9868 13.1669 12.663 10.7216 10.7172 10.5877 10.9144 10.5265 16.2192 16.1164 19.9181 12.7786 10.4477 10.3263 10.2811 10.2373 13.1546 13.1407 threshold=-0.68233358860015858 0.20212295651435855 0.37759804725646978 1.0551087260246279 -0.45451809465885157 -0.47945265471935267 -0.21078649908304212 -1.1202046275138853 -0.9930310547351836 0.39431029558181768 -0.67622947692871083 -0.18218816071748731 0.84910458326339733 -0.27343454957008356 -0.794538915157318 -1.042753219604492 -0.25067259371280665 0.16173569858074191 1.5647203922271731 0.3892077505588532 -0.21983789652585981 -0.073826380074024187 -0.12646091729402539 -0.053990896791219704 -0.8804478347301482 0.12319555878639223 -0.69455569982528675 0.55881962180137645 -0.42318014800548548 2.9035245180130009 decision_type=2 2 2 2 2 2 2 2 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 4 -4 11 26 7 -7 9 15 27 13 14 -2 -13 -3 17 18 -1 20 23 -21 -23 -12 -14 -8 -6 -10 29 -29 right_child=1 8 3 -5 5 6 25 -9 10 -11 19 12 24 -15 -16 -17 -18 -19 -20 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0015548872612546724 -0.0023653302523652898 0.01840318607330679 0.0031000146785532148 -0.014337517460713045 -0.016177831361707369 -0.037913833669912134 -0.00051858250391513701 -0.013036867348505999 0.0019081886198493989 -0.020239467173650424 -0.0077154166978985741 -0.019127068002840732 -0.019118036114075265 0.006250268536236097 -0.0052217826412022912 -0.0025281274827816643 0.0051124669405945011 -0.011034104364163026 -0.021321271180048021 0.012045548627902787 0.0086172724204564045 0.0049917061159543349 -0.024838166197078765 0.0054489481560031248 0.016130256497279997 -0.020583202004777278 0.0066364712491433393 0.0043472753223381261 -0.01811081227468694 -0.059345356066686998 leaf_weight=2036.8618457550765 1249.1117659681477 65.742228006012738 1548.1372095417464 138.87600644558552 63.067548900580732 60.004737131879665 364.66044965953915 585.24451807374135 680.83683885936625 118.75681729952339 487.68993960521766 200.52210483443923 25.312813085998641 687.19990239856998 903.07397678680718 859.21561290707905 1745.2343107927591 201.38259347085841 53.390964529302437 860.9375413407688 524.67480243818136 318.60797678324161 67.775907831470249 295.82942359359004 119.21130347909639 77.856489078490995 225.51591117636417 164.94812459321111 178.60738861895516 8.4126105862669629 leaf_count=12092 8209 253 11376 2339 10533 229 4094 4571 3590 896 2575 1181 2336 3468 7145 4272 10459 1821 486 5982 4334 2768 992 1669 1788 1192 7111 926 1267 46 internal_value=0.00013797 -0.000611996 -0.00227597 0.00166082 -0.00373328 -0.00816828 -0.0107721 -0.0153636 0.00163134 -0.00322505 0.00304533 -0.00181465 -0.00570397 0.000689941 -0.00775439 -0.00103318 0.00216042 -8.5712e-05 0.000967182 0.00495097 0.00181238 0.00823832 -0.000232911 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-0.27639564871788019 -0.094022724777460084 -0.12824658304452893 -0.53471326828002919 -0.059645308181643479 -0.1799846068024635 0.24563037604093554 -0.70019042491912831 0.26376710832118994 0.998150795698166 -0.15620113164186475 -0.62054952979087818 -0.2306731045246124 0.87208822369575512 -0.62699303030967701 -0.71774646639823902 -0.14903306216001508 2.0132246017456059 -0.009110787417739628 0.1301333159208298 0.93349918723106395 -0.54479610919952381 0.082836214452981963 1.94358766078949 4.8577315807342538 2.1865800619125371 -1.0084396004676817 -0.25182533264160151 -0.63282629847526539 decision_type=2 2 2 2 2 2 2 2 2 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 15 10 21 6 8 28 -6 -9 14 16 -13 20 -2 29 -1 -15 -19 -8 -14 -4 23 -18 25 -12 -24 -28 -7 -3 right_child=3 2 4 -5 5 7 19 9 -10 -11 24 12 13 17 -16 -17 22 18 -20 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0010007171008179362 0.00020375905086096989 0.02245782170090288 -0.0095862607915555738 -0.027292812869760187 0.018861298107639524 0.031856895792109159 -0.0079873801124822688 0.00568921800711664 -0.0061944057176154133 -0.0080691207173544405 0.024221883966979264 -0.014646942638687793 -0.010710851033184636 -0.0059264440231345319 -0.037491506022371841 0.034299657939501675 -0.011349413586142266 0.027670143400972881 0.18746840886402952 -0.024330235904256012 0.010187377648894384 0.034920490830265091 -0.022830733192412467 0.13070272202346161 -0.042801132176546651 0.21384929869429514 0.20862881991261553 0.01317138766269365 0.0083051057738392532 -0.015243164348182106 leaf_weight=126.68277671094984 103.21388893137919 31.751605880795978 17.938075768761337 218.91328162740683 136.38624286372215 100.59979357203702 274.35032160126138 1070.5876646396355 314.32162340369541 410.14866323716706 66.020966335083358 191.83525772823486 169.01194893638603 34.03963528125314 45.705814906745218 146.79324976471253 4.2689667432568958 95.155094664078206 1.2399358768016089 210.63459610659629 121.26093521423172 80.395976227009669 346.95577548554866 2.4843102870509028 5.8560282083926714 0.66911272704601188 0.71167635172605415 8.3702006201492605 82.468117165495642 34.440441146376543 leaf_count=1918 2244 432 412 22357 923 1399 4863 14252 3213 5556 19550 3603 4189 685 1478 3993 94 1653 11 3753 1745 714 18842 28 71 4 15 328 1045 630 internal_value=-0.00139774 -1.54362e-05 0.00269581 -0.0139794 0.000969292 -4.98521e-06 -0.00715726 0.0040145 0.00137897 0.00187464 -0.000790528 -0.00718093 -0.00113713 0.00501324 -0.0113494 0.024531 -0.0147323 0.0205661 0.0299696 -0.0150991 -0.00196294 0.0267493 -0.0202387 0.041322 0.0208012 0.0265166 -0.0214317 0.0311378 0.0212849 0.00277276 internal_weight=4453.21 4012.83 2910.82 440.379 2697.83 2599.5 935.693 1663.8 450.708 1480.74 221.466 1102.02 612.543 420.708 148.92 212.985 489.474 130.435 96.395 484.985 290.273 98.3341 362.791 6.75328 72.5461 66.6901 356.038 9.08188 183.068 66.192 internal_count=120000 74296 41185 45704 36130 35004 12752 22252 4136 19808 23347 33111 11886 8283 3722 5055 21225 2349 1664 8616 5934 1126 19307 122 19625 19554 19185 343 2444 1062 is_linear=0 shrinkage=0.05 Tree=402 num_leaves=31 num_cat=0 split_feature=278 374 373 506 516 516 513 473 385 327 433 347 474 474 506 477 363 196 521 396 496 392 413 230 83 495 263 489 462 237 split_gain=7.98163 8.7715 11.5099 11.7757 12.8288 16.6376 11.269 10.6549 15.2373 12.8651 16.2285 13.2857 13.1973 11.2512 12.2594 11.0626 10.623 11.1248 10.4658 10.457 10.4013 10.3626 14.5592 10.3066 9.61008 10.5834 12.8916 13.3357 9.58319 9.22857 threshold=6.5440402030944833 -0.14704485237598416 0.64796921610832225 -0.39992989599704737 -0.47397428750991816 -0.17226909846067426 0.64668992161750805 -0.51563593745231617 -0.96785020828247059 0.97459578514099132 -0.091798994690179811 -0.46036705374717707 0.79839736223220836 -1.2566496133804319 -0.47295178472995753 -0.39312404394149775 1.0872237682342532 0.10724087432026864 -0.13098566979169843 -0.013256703969091175 0.089855138212442412 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0.0104016 -0.000531442 0.00133218 4.97453e-05 0.00129761 0.00696141 2.53975e-05 -0.00395822 -0.00553897 -0.0340655 0.0344217 -0.00454248 -0.00546747 -0.013815 -0.00396 0.0051476 -0.0027066 -0.00911877 0.00231042 0.00385408 0.00589478 0.0102452 0.0143543 0.00264257 -0.00225153 internal_weight=16811.8 16734.2 8492.13 2807.82 883.697 616.904 1924.12 8242.1 5465.08 4468.35 818.785 3649.56 1329.5 996.731 33.3615 50.4494 963.37 934.698 63.3563 1067.86 768.336 266.793 187.681 2320.06 2777.02 1874.68 801.189 564.3 1073.5 5684.32 internal_count=120000 119534 64993 18772 6736 4092 12036 54541 40158 35426 4042 31384 19204 4732 127 257 4605 4452 340 6835 3785 2644 1122 12180 14383 9204 3660 2580 5544 46221 is_linear=0 shrinkage=0.05 Tree=403 num_leaves=31 num_cat=0 split_feature=507 515 516 457 516 262 364 431 515 522 438 452 391 377 489 386 409 397 337 452 464 309 468 503 502 462 396 452 512 356 split_gain=8.72657 10.5195 16.9041 16.0452 13.6937 14.3468 14 13.5146 13.3157 16.4751 13.4701 13.7073 13.0882 11.7043 13.1216 11.6869 14.6533 18.5244 11.1112 12.6562 10.3749 12.348 10.4006 10.2515 10.7379 10.1343 9.83767 11.0515 9.38614 9.05049 threshold=1.8433055877685549 0.92993131279945385 0.29773791134357458 0.032557923346757896 -0.12528823316097257 4.5994298458099374 0.031762737780809409 0.28051614761352545 0.48980069160461431 0.32485105097293859 1.4347078800201418 -0.58903172612190235 0.69707989692687999 -0.47505384683609003 -0.52868661284446705 -0.41290044784545893 -0.67063775658607472 0.55175691843032848 0.42520578205585485 -0.72361803054809559 -0.6136052906513213 -0.57827657461166371 -0.35819837450981135 0.30088508129119879 1.1798138618469241 -0.44916184246540064 1.2719478011131289 -0.40384958684444422 0.60867866873741161 2.1765884160995488 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 -4 5 8 15 23 10 -10 12 -12 -1 14 29 16 17 -6 28 -20 21 -17 -22 24 -3 -18 27 -15 -5 -8 right_child=-2 2 3 18 6 -7 13 -9 9 -11 11 -13 -14 26 -16 20 25 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00039390530154038717 -0.0084624086771332308 0.032407127928647299 -0.0062290482375627967 -0.041938316106398137 0.005877504007686149 -0.023605919741487808 -0.018779166703118626 -0.020659520020695363 0.02281732623041579 -0.03395477439214236 0.0035266197758023819 -0.011280615093917977 0.0051135795798016321 -0.0047438059336474235 0.016525441042704671 -0.0025303040626763252 -0.014285735313233662 -0.010431993189484214 0.03709328262150613 -0.07608798961219343 -0.0054504433475298861 0.019852885472217342 0.0055695491814880399 0.0061914967627177755 0.0031262590477171728 -0.003803221219424985 0.073896605016147726 -0.02336341393956818 0.017174458111686847 0.028304600522708515 leaf_weight=7684.6135609351913 289.34920584168867 134.06422763969749 339.8393614499364 6.8473985762684597 572.72291733883321 59.389209347777069 74.770220627367962 24.392827264964581 118.99414962623268 14.160804669372736 242.55995617748704 437.02177605987526 1816.8507618889562 127.96188897220418 72.04050184506923 99.149899453681428 397.57961664919276 249.95200027816463 3.6262199692428112 7.0681119636283238 440.31505179399392 161.01177605785779 416.54935004757135 113.74493022682145 41.380228836089373 553.18747767573223 2.9246559971943489 214.80733106841217 172.80597457918338 11.651763513684271 leaf_count=60587 6546 687 4239 410 4125 630 522 127 550 78 1392 2822 14700 1010 532 683 2185 1683 29 64 2249 1974 2669 534 211 5318 12 1952 1409 71 internal_value=0.000133977 0.000304603 0.00572355 0.000270638 -2.71672e-05 0.000874504 -0.00278399 0.0149241 0.00101617 0.0167212 0.000810119 -0.00598844 0.00129696 -0.0104732 0.000749119 -0.00144079 -0.00396506 0.000915473 0.0118984 -0.0372593 0.00256237 0.0113055 -8.74111e-05 0.0179489 0.0255352 -0.00819296 -0.0156306 -0.0164304 0.0148715 -0.012348 internal_weight=14901.3 14612 843.769 530.187 13768.2 10373.6 3394.62 313.582 10314.2 133.155 10181 679.582 9501.46 504.156 158.462 2890.47 1773.44 822.675 190.348 10.6943 1117.03 260.162 856.864 289.189 175.444 950.767 345.694 342.769 179.653 86.422 internal_count=120000 113454 7710 6151 105744 80759 24985 1559 80129 628 79501 4214 75287 4099 1125 20886 13311 5808 1912 93 7575 2657 4918 1432 898 7503 2974 2962 1819 593 is_linear=0 shrinkage=0.05 Tree=404 num_leaves=31 num_cat=0 split_feature=347 428 452 418 419 352 516 505 515 260 452 438 284 430 288 516 284 453 501 516 502 8 505 335 175 455 263 460 498 509 split_gain=30.0713 46.3909 34.3999 33.5984 35.4747 30.8117 22.7478 19.9495 17.2842 15.5127 14.2527 18.2362 13.2109 15.2135 12.7035 13.9699 12.6216 12.362 12.2953 13.4587 17.7742 12.3134 12.1393 11.9249 11.6509 11.3518 11.1257 10.943 12.2842 10.7509 threshold=-0.45742417871952051 -0.93308153748512257 -0.32322685420513148 -0.11514894664287566 -0.34567168354988093 -0.27232648432254786 -0.35180950164794916 0.088977385312318816 -0.30739897489547724 0.61381846666336071 -0.24793565273284909 0.84391179680824291 -0.45638164877891535 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0.021213193692525618 0.031598624856514879 -0.00072862849487338049 -0.010987261686500613 0.014917169895842179 -0.024840061472988811 0.091079571631058162 -0.011448962068121208 0.053211982002527913 0.027537536097387384 0.030086002579133853 -0.020131504995961044 -0.028819103497700296 -0.028483419526454053 0.023654413464906085 leaf_weight=162.20456530898809 17.899872590205632 356.69553134520538 166.30499138258165 274.8777486764593 91.917386699991766 267.64617799717234 22.424350266810507 74.342197734396905 362.65764446055982 12.821066798118407 180.86981461179676 100.22283583146054 191.58637701079715 152.66205510601867 47.456010546186008 252.04121900466271 103.56550498562865 102.90516683727037 576.61827596166404 15.622679802880159 34.394568288698792 8.1422013646224496 79.014174146519508 10.054010938387362 232.05610708537279 45.594453325786162 94.440188401378691 192.38983233866747 120.14080366771668 79.991154186427593 leaf_count=1819 12804 4675 11547 3422 1587 5019 580 949 8818 693 5359 2193 2512 4171 728 3640 814 976 15401 309 593 172 2452 88 6944 6318 1790 4103 8977 547 internal_value=-0.0013798 -0.00554203 -0.0101488 0.00269687 0.00688092 0.0029179 -0.00373293 0.00593805 6.62518e-05 -0.00627536 -0.00581058 0.00203701 -0.00130058 0.00570577 0.0102558 0.0122117 0.01135 0.0177803 -0.00849059 0.010361 -0.00374369 0.0414934 0.00578262 0.000623389 0.0215651 0.0183622 -0.00873894 -0.0187259 -0.0146379 0.00991526 internal_weight=4429.56 2192.36 1564.86 2237.19 1526.1 1202.13 895.635 627.503 729.33 711.093 548.739 281.093 706.906 344.248 653.389 605.933 458.72 286.462 652.678 76.0593 52.2944 23.7649 353.892 172.259 323.973 58.4155 168.782 669.226 476.836 182.896 internal_count=120000 52366 45383 67634 31344 22813 27628 6983 16081 36290 12571 7552 15501 6683 10242 9514 4244 2337 29279 13878 13397 481 5874 1907 8531 7011 2739 17755 13652 1523 is_linear=0 shrinkage=0.05 Tree=405 num_leaves=31 num_cat=0 split_feature=500 486 276 404 437 506 394 500 42 481 505 437 338 413 343 463 498 410 434 404 388 472 189 481 287 360 418 110 62 496 split_gain=7.81355 15.7573 18.4606 14.2035 10.2758 10.1816 9.71868 14.7972 15.5761 11.7194 15.6676 13.658 12.659 12.4385 11.3275 11.208 15.1468 11.7577 11.1354 10.7736 14.6531 10.5033 10.3199 10.2562 9.37047 9.20626 9.09686 9.04142 11.3865 10.6301 threshold=1.0597454309463503 0.27887609601020819 -0.2414276525378227 -0.3278155773878097 2.8345719575881962 0.84364050626754772 1.6167016029357912 0.59171512722969066 1.8294376134872439 -0.15225534886121747 -1.1412518024444578 -0.59420207142829884 1.3572165966033938 -0.84961602091789235 -0.71615570783615101 -0.15821254998445508 -0.03741620481014251 0.77793198823928844 -0.16784052550792691 0.8014611303806306 -0.72514480352401722 0.036629702895879752 -0.10547713190317153 -0.55728238821029652 -0.50265654921531666 6.1674087047576913 -0.051411334425210946 0.35969273746013647 0.057796619832515723 1.1330178380012514 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 6 -5 9 8 18 11 -11 12 23 22 -15 16 -13 -17 -8 20 -9 -14 -12 -1 -22 -20 -21 -3 -29 -30 right_child=1 27 -4 5 -6 -7 7 19 -10 10 13 15 21 14 -16 17 -18 -19 25 26 24 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.0016712786985947374 -0.010931657249424189 0.0038312282438418494 0.00333986382709838 -0.00030211062159405413 0.0142885699035757 -0.032347478665862732 -0.016804845853216014 0.019500507818345229 0.018486105521275935 -0.039093693274118803 -0.018475505142020926 0.0063224906266249117 0.0004325783555439474 -0.007131038743932042 0.0063147670653347435 -0.0042895193637668937 -0.00012134288984900219 0.0025330945119892388 -0.0050116187081261513 0.014180093991397328 0.016452882491547607 -0.01709950745289425 0.0058495245188931082 0.0072577625435970676 -0.015909479456485395 0.076053045652135054 -0.019806340113401391 0.0032091097800362582 -0.019989270087996017 -0.08959337443786955 leaf_weight=1392.9847976638703 977.53646585886599 1174.3978645310563 572.47527111158706 656.28964675473981 139.5135005946504 25.675942180154379 298.20700838416815 159.41833086824045 53.936316707346123 31.295606728905113 185.63800716039259 1319.6388178233756 349.04251774528529 274.70791578659555 364.0171409730101 2009.5586173091142 2946.6508561623632 919.7623812079255 456.96059718349716 27.810453260084614 33.642518179258332 112.79098901385441 56.55664980225265 2012.503369703365 65.859296310925856 3.4229178931564084 65.874547939398326 59.539195480407216 41.503361692477483 6.322841335902921 leaf_count=6321 6366 6241 4508 4499 2444 2030 1581 785 362 18893 886 8642 1871 1676 2764 13894 15047 4839 2677 377 207 834 253 10685 301 19 378 337 217 66 internal_value=0.000238474 -0.00185776 -0.00439588 -0.00706752 0.000793509 -0.00152051 0.00064974 -0.00370848 -0.00742255 0.00107422 -0.0043712 0.00152372 0.00392015 -0.00312767 0.000523851 0.000235015 0.00187078 -0.0021456 -0.00927346 0.00483557 0.0101014 -0.00384113 -0.0127745 0.00497425 -0.00491172 -0.00438167 -0.00965977 0.00255807 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0.89833432435989391 -0.14148455858230588 -0.5636705458164214 0.80912318825721752 0.32485105097293859 -0.69152235984802235 0.57091787457466137 2.5671849250793461 -0.070262193679809556 3.212780356407166 -0.27547012269496912 0.25632724165916448 -0.2229705676436424 0.21925274282693866 -0.41849724948406214 0.59118917584419262 0.13432968407869342 -0.17963454872369763 0.20380873978137973 -0.29967890679836268 0.33860024809837347 0.17434543371200564 1.2293987870216372 0.4044069647789002 1.2139328718185427 1.0532760024070742 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 9 22 4 6 15 19 -8 -9 -2 11 12 -11 -14 -12 16 17 25 -17 -1 21 28 23 -3 -4 -5 -22 -25 -6 -18 right_child=1 2 24 5 20 -7 7 8 -10 10 14 -13 13 -15 -16 18 29 -19 -20 -21 26 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=0.0044845771470030165 -0.020565651157695434 -0.0059549589121452142 0.013222256060793181 -0.0058929633734143821 -0.023171834732649107 0.0051968804436609371 0.0077876654497383013 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10144 4057 18056 2441 2242 17441 12676 1697 7752 199 5699 725 7285 is_linear=0 shrinkage=0.05 Tree=407 num_leaves=31 num_cat=0 split_feature=499 499 501 506 433 395 504 502 509 418 428 422 507 506 505 502 501 498 501 331 452 79 513 428 398 429 330 43 509 385 split_gain=30.0942 33.3481 26.375 27.0055 30.7706 21.6526 21.0184 25.1388 20.8054 18.5527 17.3828 16.9724 13.8155 13.6287 17.4662 13.2576 13.0618 12.7256 11.5558 11.4468 16.4662 11.3979 11.3026 11.2871 9.83216 9.62308 9.59384 11.7143 9.5696 9.20781 threshold=0.44043914973735815 0.41566883027553564 0.66841390728950512 0.024808925576508049 -0.50543963909149159 0.4321680366992951 0.19401475787162784 0.30598284304142004 0.44763448834419256 0.93760815262794506 -0.71900925040245045 -0.74055486917495716 -0.30963255465030665 0.58245709538459789 0.040457470342516906 -0.29580022394657129 0.44423316419124609 0.76801028847694408 -0.14753387123346326 -0.34506368637084955 0.1598131209611893 -0.42233461141586298 0.87057518959045421 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10.8645 10.232 11.8489 9.88173 9.86374 9.83147 10.9865 10.0859 11.4055 9.57204 12.564 9.51491 9.47541 threshold=1.0060325264930727 0.32516670227050787 1.3261764049530032 -0.16823783516883847 -0.45895102620124811 0.98593172430992138 -0.48368644714355463 0.15688508003950122 0.7509298324584962 -0.7042747139930724 -0.24081670492887494 -0.27220994234085077 0.0273216562345624 0.078610874712467207 -0.014137259218841789 0.090517465025186553 2.1103973388671879 -0.69455569982528675 1.6253355145454409 -0.32948066294193262 2.525342702865601 0.38946694135665899 1.0399771332740786 -0.083083659410476671 0.060583224520087249 2.2491379976272587 -0.25589570403099055 -0.85715740919113148 0.55735558271408092 0.96348395943641674 decision_type=2 2 2 2 2 2 2 2 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 6 -3 9 26 10 29 12 16 15 -13 -14 17 -11 19 -16 -10 -6 24 -24 25 -23 27 28 -9 -1 right_child=1 4 -4 -5 21 -7 -8 8 20 11 -12 14 13 -15 18 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0038679639335843629 0.005903641937650965 -0.021662946962467393 0.028303259302729256 -0.0056436209501602302 -0.029595742433988621 -0.016900028685700515 0.0065134534846110793 -0.012672230249125669 0.001097244767867314 0.01753559655811809 0.004721591987246301 -0.00097681535552117979 0.00062063129686285154 -0.0077421682966713704 -0.0016092765512928037 0.014134069715546675 -0.026905360265386188 0.0060078603531781441 -0.022166058487453257 0.015620836473711106 0.033353861110069764 0.014211971866955046 -0.039672140759657061 0.0036672117617263938 -0.00044246194981147324 0.057943288418275264 -0.0068747923032667748 0.00079487404443654363 0.0057083955545392589 0.0055766535823738288 leaf_weight=2556.3537017349445 290.12179740477586 39.809104041487444 45.125285477261059 706.3207443637657 15.512346613919361 73.380562431761064 333.89481352356961 342.09001175322919 1169.5315674704034 244.6860300572589 650.17451090359828 3174.4724951502285 869.73808270544396 331.89276272911229 157.22578094046912 182.36491357136401 21.313949795934604 1262.3379035781836 27.358330710994778 270.57887854514411 24.152817545429571 537.45129392883973 18.037155160680413 74.731960272416472 121.18898684286978 15.333606526255606 1331.9604730657011 1501.2366557657951 88.168428216158645 295.85719775443431 leaf_count=13019 1747 187 806 3479 161 344 1621 5609 8139 3538 2973 21948 5268 2283 1460 2725 1238 8292 1651 7017 166 2703 77 361 689 70 9628 10249 1276 1276 internal_value=0.000232624 0.00292549 -0.000944046 -0.00227628 0.00620786 0.000132132 0.00349357 -0.000188746 -0.00217386 0.000691655 -0.00147252 0.00185106 0.00407025 0.000396271 6.89956e-05 0.00296884 0.00739374 0.0078839 0.00737246 0.00927788 0.00175685 0.00967348 0.0104782 -0.00473909 0.0125806 0.0154443 -0.00361315 -0.00136109 -0.00889361 -0.00288637 internal_weight=16772.4 2270.91 1041.57 996.443 1229.34 447.084 373.704 14501.5 4457.14 10044.4 3502.39 6541.97 2912.33 1384 3629.64 1052.1 1528.34 1507.02 455.163 427.805 1193.68 782.255 766.743 92.7691 673.974 552.785 3263.46 1931.5 430.258 2852.21 internal_count=120000 12245 6032 5226 6213 2152 1808 107755 35067 72688 17268 55420 23344 10276 32076 7993 13068 11830 10128 8477 8305 4061 3900 438 3462 2773 26762 17134 6885 14295 is_linear=0 shrinkage=0.05 Tree=409 num_leaves=31 num_cat=0 split_feature=509 400 410 317 13 257 387 422 473 394 386 332 521 522 503 508 504 503 286 476 497 506 514 501 509 374 490 422 511 457 split_gain=8.60086 11.5002 10.4397 12.421 12.1189 12.6273 13.2522 10.7137 15.4349 9.67876 13.8603 11.2203 9.27022 10.0019 10.1838 9.13548 18.9667 18.1901 18.0306 16.975 21.3009 14.6676 18.1618 13.0838 17.2128 14.7291 15.4267 14.7012 13.5156 12.9422 threshold=0.95660114288330089 1.5595403313636782 0.94802722334861766 -0.77153483033180226 -0.25626668334007258 0.32281465828418737 0.046981599181890495 1.0000000180025095e-35 0.24347791075706485 -0.29871445894241327 1.0504177808761599 0.72542619705200206 -0.24894813448190686 0.16981153190135959 0.28713390231132513 -0.23650765419006345 -0.20984521508216855 0.3273169100284577 1.0980685353279116 1.3777886033058169 0.84718763828277599 -0.29551428556442255 1.0000000180025095e-35 0.48275098204612737 -0.75772470235824574 -0.81956169009208668 -0.28955940902233118 0.1301333159208298 0.71269518136978161 0.22080656886100772 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 7 12 5 6 -5 -2 9 10 -9 -11 -4 -14 -15 17 -17 18 -1 23 -21 -19 -23 24 -18 28 -27 -26 -25 -20 right_child=1 -3 3 4 -6 -7 -8 8 -10 11 -12 -13 13 14 -16 16 19 21 29 20 -22 22 -24 25 27 26 -28 -29 -30 -31 leaf_value=-0.0022726139461032263 0.0027961840679898062 -0.023513934670086282 0.026778197594889381 -0.041110868541359612 -0.0044239484520997704 -0.074969539478769262 -0.0069744039297605781 -0.021406109126480052 0.010855209271145652 -0.0021593047134450165 0.15326718131652209 -0.03063958125587217 -0.028424605333792759 -0.03472407234900405 0.0091593568300272019 -0.013535378969144838 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11927 2521 584 166 1146 4043 6555 10727 10209 2283 7822 416 433 internal_value=0.000129675 -0.00278076 -0.00213811 -0.00929182 -0.0166485 -0.027062 -0.021849 -0.000400002 -0.00534851 -0.00893034 -0.020013 -0.0049005 0.000964125 -0.00424959 0.00297344 0.000626713 -0.000638135 0.00204763 -0.000472037 -9.01776e-05 -0.0175073 0.00506185 0.0106835 0.000287058 -0.00212271 0.00243843 0.00011386 -0.0036343 0.00719397 0.00721376 internal_weight=14871.2 2167.69 2102.86 410.404 239.228 128.897 116.473 1692.45 664.749 544.697 144.81 399.887 171.176 142.321 109.489 12703.5 6719.03 5984.49 3258.8 6445.66 136.831 2725.69 814.189 6308.83 2974.62 3334.21 2240.28 2569.5 1093.93 617.959 internal_count=120000 23962 23411 2278 1484 717 647 21133 9524 8246 4177 4069 794 661 526 96038 41987 54051 36935 40322 750 17116 5189 39572 20109 19463 12492 18549 6971 2954 is_linear=0 shrinkage=0.05 Tree=410 num_leaves=31 num_cat=0 split_feature=395 323 413 328 362 419 400 413 441 504 439 325 465 495 424 500 153 408 264 455 264 335 395 486 517 407 59 404 513 506 split_gain=29.2491 29.2735 24.0159 23.9191 28.3931 22.3891 17.9186 17.8035 16.9637 16.0767 19.9943 13.651 13.1634 12.8341 12.6948 12.3154 11.6883 11.5424 10.9997 12.812 10.9115 10.6786 10.5731 10.5233 12.3462 10.2792 10.0851 9.98264 9.89016 11.1549 threshold=1.1565853357315066 -0.23093630373477933 -0.86809796094894398 -0.51238206028938282 -0.16914600133895871 -0.34567168354988093 -0.25647208094596857 -0.80651608109474171 0.48827952146530157 -0.24637120962142942 0.23456776887178424 0.43366731703281408 1.0159863233566286 -0.50719785690307606 0.29822942614555364 -0.15214478969573972 -0.0044870949350297442 -0.47220815718173975 -0.45914559066295618 -0.091462925076484666 -0.44502343237400049 -0.86994889378547657 2.7535200119018559 0.1911834925413132 1.1410591602325442 -0.15094920247793195 -0.67554029822349537 -0.36505146324634546 0.53124246001243602 -0.39992989599704737 decision_type=2 2 2 2 2 2 2 2 2 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 7 14 23 -1 16 20 10 -2 -8 -4 -9 26 -15 28 -13 19 22 -7 -17 -11 24 -6 -25 27 -5 29 -3 right_child=9 3 12 4 5 8 11 13 -10 18 -12 17 -14 15 -16 21 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011505510320207147 0.031992208858682029 -0.011788254112137379 -0.01560665836757336 0.019965413297404845 -0.010493046331942809 -0.00078883684617451827 -0.00090003611891385825 -0.017864966453362188 -0.012849951625904752 -0.01082412158690073 -0.017889183430331156 0.032459953900151488 0.0037932850888060254 -0.02117162920656682 -0.011033481400233665 -0.013404639704365034 0.017186793033358697 -0.0014943918571079292 0.015175425139366995 0.019984138379065708 0.023634121352028324 0.0075653172742762053 0.016158496590467246 -0.028787587046456082 0.0092033879697059721 -0.0037125043135544048 0.022081453044657209 -0.0094050161577277289 -0.0077675280613625219 0.017401704173992089 leaf_weight=183.34971479442902 118.50679049768951 47.070919331745245 811.10314241057495 55.71754336822778 183.60056873888243 63.21264519856777 155.66369311965536 299.34959707464441 61.416943530668505 205.92368997266749 23.98125539754983 79.078186927828938 97.513426241348498 79.976663744309917 42.842655831424054 87.991914025304141 104.01729908282869 36.183041214826517 155.38697317067999 58.088296820991673 161.60879372386262 194.972286752949 43.856725762365386 90.732051615894306 140.08836863329634 75.289438369101845 313.35337457753485 59.736677847569808 248.66563560510986 105.84798798174597 leaf_count=2227 2102 884 41337 665 4915 845 2205 6893 1836 5042 1825 691 2853 6244 2331 2489 961 645 4853 498 4224 4412 716 967 1578 751 10256 1009 2503 1243 internal_value=-0.00133094 -0.0029672 -0.00882608 0.000336717 0.00515243 -0.000722477 0.000550259 -0.00480338 0.0103773 0.00886594 0.0235553 0.00872874 -0.013519 -0.010198 0.0148264 -0.00385744 0.00225382 0.0217655 0.0043329 -0.00112644 0.0167476 0.0010243 -0.0060619 -0.00722134 -0.00195303 -0.0174554 0.0174237 0.00473073 -0.00160494 0.00838205 internal_weight=4384.13 3778.38 1362.89 2415.49 1247.6 775.949 454.275 1167.89 286.238 605.744 142.488 270.925 908.617 662.29 471.65 362.941 505.602 115.261 463.256 307.869 224.821 282.964 249.78 489.71 323.689 166.021 428.808 115.454 401.585 152.919 internal_count=120000 104964 49958 55006 29377 15116 5768 25629 6905 15036 3927 3541 44190 20038 14261 13145 5591 1336 11109 6256 5069 6901 5758 8211 6493 1718 11930 1674 4630 2127 is_linear=0 shrinkage=0.05 Tree=411 num_leaves=31 num_cat=0 split_feature=516 503 459 365 520 501 385 463 277 402 374 420 516 445 504 428 513 410 514 373 94 500 444 510 497 502 339 507 418 422 split_gain=7.75519 7.93107 26.5758 17.4437 11.8042 8.8138 8.77163 10.3069 10.391 13.9019 10.1276 13.1488 11.8715 16.0401 15.3253 14.4928 11.0421 14.9713 12.0749 9.73857 11 8.9257 8.66321 12.2299 9.72768 8.52937 8.74166 8.32023 8.03488 7.94911 threshold=2.1909917593002324 1.0569537878036501 -0.1922400966286659 -0.43262195587158198 2.0522580146789555 -0.02415031939744949 -1.2759946584701536 -0.10604604706168173 1.6574280858039858 -0.54185038805007923 -0.12864725291728971 1.8308646678924563 0.050251483917236335 -0.51942205429077137 0.44786502420902258 0.38645192980766302 0.42245446145534521 1.8658512234687807 1.0000000180025095e-35 -0.61001080274581898 0.23199970275163653 0.96792060136795055 0.27228546142578131 -0.93281498551368702 -0.14980923384428022 1.3907207846641543 0.79091581702232372 -0.58876046538352955 1.3231515884399416 0.08585668727755548 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 -3 28 -4 7 22 -9 21 12 16 19 14 -14 -15 18 -18 -12 -8 -21 -10 -1 -24 -25 26 -13 -7 -5 -11 right_child=-2 2 5 4 -6 27 10 8 9 29 11 25 13 15 -16 -17 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0010711308900770008 -0.027812031563483375 0.021544435339392817 -0.019987825749130453 -0.01441719167535392 0.10115951855939197 -0.013339102216110413 -0.0033902068476126522 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111.47898694779724 18.687354905647226 81.735565102659166 113.37391779478639 19.59468596871011 9.3941708002239448 leaf_count=4082 6058 682 630 2965 9 227 11769 1793 41 27 11958 1916 2960 2747 1150 893 16162 876 11587 28783 9871 67 34 460 485 73 381 1021 252 41 internal_value=0.000227128 0.000268688 0.00736332 -0.00219784 -0.00951132 0.0253849 0.000101331 -0.00324341 -0.00964614 0.0123153 0.000502672 0.00186992 -0.000765743 -0.00523919 -0.0105843 0.000802764 0.00128639 0.00338769 -0.000717966 0.000109916 0.00120928 0.0316995 -0.000938845 -0.00929198 -0.00684342 0.00990117 0.0112651 0.0290028 -0.0109132 -0.0248652 internal_weight=16755.2 16730.7 384.781 251.279 192.31 133.503 16345.9 1749.83 462.47 47.9658 14596.1 7026.26 7569.85 1240.05 658.37 581.683 6551.02 3199.35 3351.67 6329.79 4817.99 31.6264 1287.36 250.102 238.743 475.244 456.557 123.779 190.039 16.3394 internal_count=120000 113942 5786 3908 3226 1878 108156 7030 1969 176 101126 42953 58173 7750 4110 3640 40583 17038 23545 50423 38654 108 5061 979 945 2370 2297 1248 3217 68 is_linear=0 shrinkage=0.05 Tree=412 num_leaves=31 num_cat=0 split_feature=46 42 409 387 507 375 93 404 431 496 517 385 501 150 422 418 363 350 429 510 5 460 501 396 311 370 108 521 477 206 split_gain=8.28677 11.4615 9.7876 12.7012 17.7838 16.1449 12.1191 14.8747 12.0237 12.5976 11.4122 12.1101 10.8296 10.7728 10.6666 10.3897 14.9533 10.332 10.5581 10.2312 10.2151 10.0819 10.062 9.83168 9.75406 9.74056 19.7809 15.6804 10.5276 9.65846 threshold=0.22105360031127932 -0.16450852155685422 -0.68233358860015858 -0.36677099764347071 -0.74143457412719715 0.0084764552302658575 0.070190109312534346 1.997359097003937 2.3672595024108891 0.17911384999752047 -0.086595017462968812 -0.33654206991195673 0.92012986540794384 -0.1339083909988403 -0.10799636319279669 1.2214697003364565 -0.41332732141017908 -0.19931139051914212 0.58675348758697521 -0.80656978487968434 -0.059621140360832207 2.3648560047149663 0.3308039009571076 -0.95846343040466297 2.1010829210281377 -0.99868479371070851 0.65026533603668224 1.2273812890052798 0.0087637486867606657 0.13387081772089007 decision_type=2 2 2 2 2 2 2 2 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 12 5 -5 10 7 29 9 -8 11 13 15 -4 -12 25 -17 20 -19 -18 -7 -9 -21 -14 -16 26 27 -1 -27 -6 right_child=1 -3 3 4 6 17 8 21 -10 -11 14 -13 23 -15 24 16 19 18 -20 22 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0010001905674652334 -0.00071947688817637027 -0.011061524594496839 0.0025687981072658526 0.019670519355081198 -0.0030092559255248774 -0.01020370553502388 0.0087083669170324365 0.009752649649340403 -0.026260925285985361 -0.00065239118115596056 0.00070340708336275579 -0.0045057858552619906 0.045485649523891614 0.017225436776165056 -0.015215507600969428 -0.0082515665658152489 0.039596069301617916 -0.025466233874165911 0.0086138296263794031 -0.034159768827950861 0.0052003009771312784 -0.067253780154556048 0.011358487684522274 -0.037098935137958929 0.0093514883604337105 0.0075973775720425745 -0.024343628365861923 0.024742448777483522 0.00023430807453114901 0.0015831524372157799 leaf_weight=517.05532363103703 946.85015599470353 374.17453714305884 814.84139668103307 122.98437565824133 3187.8107781951257 413.97358090055059 917.77897663030308 377.66949916206067 31.16229760448914 589.17281780292979 290.47411711068708 542.10834882906056 4.0053762458264854 148.39566412207205 319.71554486031528 395.97796361590736 26.17319863429293 146.61771109883557 26.597237566602416 14.319438057253135 144.87739182377118 4.1847748350119209 75.98615586059168 27.595426941756159 45.91511972725857 1743.8652700124076 81.501095816027373 66.658654835773632 674.69038164190715 1784.8470613042882 leaf_count=3218 8055 8218 3740 7852 20936 2533 5853 4124 243 3611 3035 5734 22 924 4801 2170 88 3450 355 98 3124 46 414 255 273 10383 564 576 3773 11532 internal_value=0.000126142 -0.00365322 0.000495351 -0.000317695 0.000831368 -0.00310537 0.000494217 -0.000628675 0.00440629 0.00504547 -0.000929058 0.00146684 0.00271745 0.00483353 -0.00643314 0.0029751 -0.00361187 -0.00952317 -0.0202024 0.0121118 -0.00620119 0.00887825 0.00405571 -0.0263632 -0.0121151 0.00407142 -0.00128052 0.00193472 0.00554551 -0.00135989 internal_weight=14858 1321.02 13537 9909.13 7015.61 2893.52 6892.63 5354.51 1538.11 1506.95 2161.45 1505.35 3627.83 963.237 656.105 3596.23 512.457 732.066 173.215 116.479 558.851 381.854 90.3056 31.6008 365.631 3083.77 665.215 583.714 2418.56 4972.66 internal_count=120000 16273 103727 82166 54197 27969 46345 36638 9707 9464 18507 10398 21561 4664 8109 21284 2770 9462 3805 600 5657 4170 512 277 5074 18514 4358 3794 14156 32468 is_linear=0 shrinkage=0.05 Tree=413 num_leaves=31 num_cat=0 split_feature=499 499 272 410 517 504 225 479 279 493 517 56 252 506 402 506 501 418 501 428 516 501 501 498 494 520 86 505 51 509 split_gain=28.7845 31.6582 25.5643 26.2745 26.4596 23.663 23.5982 22.9894 19.8422 18.6032 18.3903 15.795 19.4636 15.7429 15.1447 14.794 14.3165 12.9076 12.4988 11.8986 10.5255 10.2078 9.91357 9.33918 11.5473 10.9477 8.97664 8.88457 8.30714 8.23803 threshold=0.44043914973735815 0.42196199297904974 2.0310742855072026 -0.7367265224456786 1.3398505449295046 0.40089800953865057 -0.25492644309997553 -0.09628733247518538 0.89394766092300426 -0.14236150681972501 -0.086595017462968812 -0.044712141156196587 0.075194381177425398 0.2186686843633652 -0.56539857387542714 -0.072103887796401964 0.46659520268440252 -0.33576846122741694 0.27255862951278692 -0.71900925040245045 0.13353777676820758 0.56133899092674266 -0.54479610919952381 -0.46107526123523707 0.17759521305561068 -0.086723599582910524 0.32880005240440374 0.51335552334785473 -0.21090573817491529 1.3934177756309511 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 3 8 6 9 7 10 13 15 -5 12 -8 -2 29 -6 -9 22 -7 -4 -11 28 27 24 -16 -25 -13 -10 -15 -1 right_child=2 -3 19 4 5 18 11 16 17 20 -12 26 -14 21 23 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 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68.13683711894555 211.38241280871443 117.75479910965078 70.380596992908977 158.25858300272375 45.77506164443912 58.0801272734534 54.352715749875642 52.05802302993834 53.29430733982008 44.867438655463047 26.379878871841356 18.359721593675204 1.7222866513766346 39.557125998137053 6.4870544695295385 leaf_count=2257 9079 28343 862 10574 3387 2036 7209 2958 19 3144 7898 2436 3008 996 1660 1186 3509 968 1056 1087 587 1421 1691 19522 1176 697 465 35 533 201 internal_value=-0.00130251 -0.0122359 0.000204237 -0.000558687 0.0015666 0.00767619 -0.00209885 -0.00666967 -0.00889403 0.0110315 -0.0108188 0.00489561 0.00788745 -0.0125313 -0.000434608 0.0164518 0.00573279 0.00919759 -0.00823481 0.0220075 0.00163594 0.000100861 -0.00876766 0.00719671 -0.0020079 0.0203007 -0.0132221 0.0724341 0.00815011 -0.0184757 internal_weight=4364.44 528.934 3835.5 3705.7 2952.4 1107.56 1844.84 1116.16 753.301 914.96 836.673 728.68 625.69 627.458 274.398 579.842 279.485 125.843 192.603 129.799 335.118 176.49 55.4623 192.678 113.004 79.6742 102.99 3.40428 122.137 81.7193 internal_count=120000 53856 66144 64195 49453 11396 38057 24939 14742 8304 18472 13118 10217 12029 25513 4573 6467 2713 3092 1949 3731 2950 1745 23055 2836 20219 2901 54 1529 2458 is_linear=0 shrinkage=0.05 Tree=414 num_leaves=31 num_cat=0 split_feature=466 460 91 459 439 431 510 498 501 466 352 460 318 502 399 333 512 499 507 505 311 418 144 384 472 270 100 386 327 94 split_gain=7.53363 14.873 14.7341 9.83137 9.42382 13.3948 13.3315 17.8689 13.7866 12.2821 12.193 14.9596 12.9078 12.0276 11.7733 11.7346 11.4557 11.3684 10.5669 12.1171 11.6203 10.4641 10.4179 9.02392 11.3193 10.7751 10.8516 10.5711 10.0623 10.1548 threshold=-0.81996765732765187 -0.7833464741706847 0.015959446318447593 -0.2626159787178039 -0.43365651369094843 2.9267828464508061 0.36708050966262823 0.99114879965782177 0.049846312031149871 0.43939486145973211 -0.15700040012598035 0.25673902034759527 -0.77446663379669178 0.37094087898731237 2.3620593547821049 0.62356460094451915 1.0092546343803408 0.42104886472225195 -0.53746026754379261 0.21059074997901919 -0.24728329479694364 -1.6195372343063352 2.1693019866943364 0.16033682972192767 -0.19760618358850476 -0.22485797852277753 1.2437313199043276 5.2152740955352792 -0.28970502316951746 0.73883849382400524 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 9 23 8 -8 10 11 12 -2 22 21 -15 17 -10 20 -20 -12 -11 -9 24 25 -6 -27 -26 29 -25 right_child=4 3 -4 -5 6 -7 7 13 16 14 18 -13 -14 15 -16 -17 -18 -19 19 -21 -22 -23 -24 28 27 26 -28 -29 -30 -31 leaf_value=-0.00847904461730342 0.0011661934495972093 0.011808681027821316 0.0086225145970191715 0.0026838079978264168 0.0027685354110774767 0.016344210315595478 -0.021429069725210786 0.01290109366319445 -0.011795658370262955 0.017633156872034397 0.0074750853341453913 0.003776083026597122 -0.0055700659023118215 0.033525428834384953 0.019703004469235088 0.13655017684928583 0.022000712112768699 0.0035025437665318821 0.0066296199937422558 -0.00070012292231748157 -0.013860642218032269 -0.0097106313790511836 0.090229468880344527 0.0037938388137909599 0.0068195446454149856 -0.0058628769016917347 0.016813837825295049 -0.042228930937372088 -0.0077441181270161575 -0.012269246853585859 leaf_weight=411.01027503306977 964.28538268065313 499.66307081887498 181.2530855096411 725.93687940464588 983.09712378121912 105.74595509347273 57.466420914599439 184.93213600106537 127.95410782727413 36.413081688078819 93.421180214209016 793.4235215720546 2696.3691366118437 10.334926711220758 38.603350885910913 3.8376203887164584 79.355872212909162 2309.3465824020095 1155.3389247091254 1099.0430769679369 199.41477624571417 782.10637129927636 4.390239391475915 520.37146411029971 779.74395431182347 946.73375412178575 55.673406883142889 11.017547920346258 760.82001743110595 121.18226987408707 leaf_count=1941 4251 2807 836 4295 5205 719 4707 1086 1209 381 489 4112 15711 104 167 31 514 17742 5882 6446 997 4988 23 12715 10553 5706 352 40 5050 941 internal_value=0.000224538 0.00326353 -0.00323636 0.00640865 -0.000145409 -0.00132009 0.00119875 0.00388367 0.00275343 -0.00155862 -0.000866138 -0.00244455 -0.00379426 0.0181477 -0.00720852 0.0625339 0.00330844 0.00269691 0.0018919 0.00305418 -0.00703677 -0.00848609 0.0147674 -0.000584818 0.00106517 -0.000947514 -0.00459688 0.00612459 -0.0038547 0.000750471 internal_weight=16738.3 1817.86 592.263 1225.6 14920.4 7964.16 6956.26 2777.62 2574.12 7858.42 7001.3 4454.08 3660.65 203.495 857.123 14.1725 2516.66 2437.3 2547.22 2254.38 292.836 818.519 189.322 4178.64 2776.27 1985.5 1002.41 790.762 1402.37 641.554 internal_count=120000 9879 2777 7102 110121 44143 65978 25416 24172 43424 37888 24074 19962 1244 5536 135 19465 18951 13814 12328 1486 5369 1109 40562 21856 11263 6058 10593 18706 13656 is_linear=0 shrinkage=0.05 Tree=415 num_leaves=31 num_cat=0 split_feature=516 264 285 430 260 391 410 501 495 497 444 510 372 410 460 510 35 459 438 392 362 236 366 508 237 92 265 350 455 315 split_gain=8.40048 8.17495 14.703 14.7881 11.6278 11.8906 11.2778 17.3234 15.6638 16.9951 14.4484 12.417 12.1083 11.9268 11.7268 11.3597 11.2851 10.9918 10.7481 11.71 9.59287 9.43106 9.28387 13.2907 9.32781 9.22071 8.93834 8.75112 8.38785 8.16679 threshold=2.4689922332763676 -0.07339147105813025 -0.39957986772060389 -0.9930310547351836 0.21820309013128283 0.68054401874542247 0.75879260897636425 0.35574768483638769 -0.81789985299110401 -0.29888981580734247 0.51414227485656749 0.55266419053077709 -0.7113492190837859 1.9341148138046267 -0.054821621626615517 -0.23385960608720777 -0.48557375371456141 -0.21102628856897351 -0.34277127683162684 1.2939162254333498 2.5366197824478154 0.5917700231075288 -0.32064419984817499 -0.30658441781997675 7.2368314266204843 -0.76009678840637196 0.11345339193940164 -0.093094002455472932 -0.59448799490928639 0.20029694586992267 decision_type=2 2 2 2 2 2 2 2 2 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 21 6 28 7 10 9 -9 17 22 14 -14 -13 -12 -10 -1 19 20 -5 -3 23 -8 -24 26 -20 -27 -6 -4 right_child=-2 2 29 18 5 -7 11 8 16 -11 15 12 13 -15 -16 -17 -18 -19 25 -21 -22 -23 24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0061992315602442281 -0.032721460523612675 -0.0061988896728517543 -0.0065389109912375931 0.0050580771549775857 0.010691285257894303 0.017760859602538339 0.0070489003448168915 0.017334980171511954 0.0049775068621169573 0.003263054553353394 0.011153576827518101 -0.023573634302563897 -0.0015379201471377093 -0.019213650190413389 0.0061685097136762995 -0.0046813668142823188 -7.7428842216926508e-05 0.0015922589237770488 0.025798180920049447 -0.033048565258667083 0.029330541670164658 -0.036714638472203374 0.0032095494880934796 -0.0067028429935264691 -0.060835529990391247 0.00064319933729016336 -0.0029090546712212065 -0.02122887987715566 -0.00077961989546053423 -0.02154538095525662 leaf_weight=1536.9958262721193 19.346958957612514 416.46281357610133 461.90103025539429 840.70292044198141 245.86704665096477 177.87228345259791 225.03473826800473 352.53545085969381 1652.7249713769415 551.0445063051302 320.20698957770946 167.04542807303369 663.50790614358266 111.55117392409011 40.982455264776945 174.61422121938085 3320.1567417966435 640.2562772143865 36.469490974210203 19.244165197655093 42.801503962604329 26.96404137078207 1141.2805278272717 796.20507878263015 5.6067834626883259 76.250630846014246 104.00146546465112 112.53977111610584 450.60296419804217 113.41617575459532 leaf_count=10815 5592 2631 8468 9094 2040 1573 1000 1753 11169 3754 2272 683 3885 582 182 1051 20411 4847 306 1143 194 201 5282 3452 30 693 667 743 3924 11563 internal_value=0.000117913 0.000161327 -0.00261334 -0.000242023 0.000658406 0.00622027 0.000242281 0.00118518 0.00270332 0.00876012 -0.00215163 -0.00231396 -0.00697488 -0.00409052 -0.0176901 0.00555577 0.00160163 -0.00390575 0.00257311 0.00539611 0.00624281 -0.00807363 -0.000198048 -0.0036673 0.00288682 -0.00515093 0.00452149 -0.0123728 0.0032636 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-0.068168353289365755 0.514366775751114 0.35862486064434057 -0.1950322017073631 0.072701640427112593 -0.55373701453208912 -0.2385311275720596 -0.57553252577781666 0.14326302707195285 -0.48867194354534144 0.26187726855278021 0.23158142715692523 0.99961143732070934 0.17546628415584567 -0.17854231595993039 -0.74876317381858815 -0.32874234020709986 -1.2464250922203062 1.2867081165313723 -0.80182087421417225 0.43464437127113348 1.3910309076309206 -0.40571421384811396 0.40082775056362158 -0.39973749220371241 -0.099806528538465486 decision_type=2 2 2 2 2 2 2 2 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 17 8 6 14 7 11 9 -2 -7 -5 -9 29 -6 -12 26 19 -19 -1 -21 -3 -16 -15 25 28 -11 -22 -23 -8 right_child=1 21 -4 4 5 10 13 12 -10 16 15 -13 -14 23 22 -17 -18 18 -20 20 27 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.031353830870808889 0.00052873963821113159 0.00073725091284147955 0.033795753107411175 -0.014965926864510926 -0.0063357867889321162 0.030138254267790956 0.017504851145958532 0.034769646906663745 -0.010157502786303747 0.0041973232897023404 -0.0073236696930322025 0.0048048211494117563 -0.0094849128357377792 -0.0069652838686318982 0.037777689120500349 0.006353772957806144 -0.024359652603394601 0.0050376563386707379 0.061203824390448025 -0.01983470717931907 0.03058291578545861 -0.024782739803655404 0.0066029556905661743 -0.022776622186892036 -0.024090759183174319 0.028099119588881383 0.025310433536902918 -0.0095641158873923798 -0.0033046932923397679 -0.027702054691861957 leaf_weight=24.581908153777476 262.51503418269567 108.15526181389578 120.72287298040465 304.9755646767444 47.986053210799582 53.122721745399758 56.45211241627112 69.727250813506544 136.88596885232255 75.34546523343306 605.66265417577233 223.63320450598258 35.581442655064166 160.11346973618492 106.9581425745273 394.63449791015591 18.559931997442618 39.761276305653155 17.062674792134203 113.81032725784462 28.308109896723181 87.173777520016301 42.096232812735252 422.92509267048445 282.3278024304891 18.288782636402175 318.165276530548 31.218210471794009 122.31996482232353 13.39520584756974 leaf_count=18066 2260 1388 6730 9853 1043 873 948 776 5220 989 8041 8828 845 2105 840 7262 499 686 642 2136 462 3119 314 10397 17194 223 4062 249 3402 548 internal_value=-0.00126969 -0.00250738 0.011791 -0.000348541 -0.00308871 0.00295792 -0.00896822 -0.00220232 0.00821242 0.0119484 -0.000298345 -0.00659293 0.0197748 -0.0155285 0.0203833 -0.00192259 0.0192094 0.00133414 0.0220685 -0.00460176 -0.0097448 -0.0141903 0.0290171 -0.018445 -0.0173647 -0.00899909 0.0212827 0.00946347 -0.0122735 0.00873645 internal_weight=4342.47 3967 375.465 3348.74 2537.26 1250.46 1286.8 633.917 811.472 674.586 1053.42 528.609 105.309 652.886 197.04 1000.3 412.071 254.743 56.824 197.919 173.337 618.266 149.054 583.039 510.11 227.783 393.511 59.5263 209.494 69.8473 internal_count=120000 91029 28971 65703 52673 18373 34300 20302 13030 7810 16176 18681 1621 13998 2197 15303 5550 22241 1328 20913 2847 25326 1154 12502 23938 6744 5051 711 6521 1496 is_linear=0 shrinkage=0.05 Tree=417 num_leaves=31 num_cat=0 split_feature=514 453 517 390 435 516 277 507 466 352 338 188 319 136 420 188 456 403 394 296 512 393 439 359 461 521 209 504 279 393 split_gain=7.49588 7.55949 14.4446 14.4689 12.8773 11.2354 10.6709 14.5731 10.585 13.4576 10.3613 10.2669 10.1724 9.98249 9.15633 9.01481 9.54298 9.09916 10.7012 9.00507 10.3101 8.80944 10.505 8.70025 8.67992 8.6612 8.6493 8.64097 8.62894 8.66149 threshold=2.5012621879577641 -0.49067367613315577 0.80880317091941845 -0.71544429659843434 0.21827017515897754 -0.50092303752899159 -1.0986896157264707 -0.6861283779144286 -0.78710108995437611 -0.41530910134315485 -0.45078983902931208 -0.46095508337020868 -0.071643657982349382 0.84097260236740123 0.6562691628932954 -0.72408780455589283 -0.066397603601217256 -1.2355793714523313 1.7662634253501894 0.25370408594608312 -0.041074752807617181 -0.71091920137405384 2.0049782991409306 0.4113291203975678 0.14759108424186709 1.9853642582893374 -0.21820771694183347 -0.662746101617813 0.97823655605316173 0.90667128562927257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 28 12 14 7 -5 13 -10 25 -12 19 -8 -1 17 24 -7 -19 21 27 22 -3 26 -17 -6 -13 -21 29 -4 right_child=-2 4 3 6 10 15 8 -9 9 -11 11 23 -14 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.014169028168985305 -0.03328266422105168 0.007061712973791082 0.0013313427467912492 -0.11080954275436504 0.0033873883243757414 0.022087558089094655 0.0079392856207522473 0.0070299487846861202 -0.016500933173380691 -0.0044832674370997166 -0.0070215563338625305 -0.00057956130893901784 -0.002212437833359289 -0.032287982363164804 -0.074809324969901933 -0.002836679787654563 0.0056930030107141608 0.0042530582239878323 -0.010239874358434714 0.029247693279739303 0.010177903011997216 0.0010018585522130238 -0.01891830995536517 -0.017094926310492684 0.0020415331769183627 -0.02372538201304606 0.01365453308066647 -0.016608734178040204 -0.025612694904116013 0.048429257352897284 leaf_weight=41.966096055635717 16.580028956057504 1153.8099975025107 729.26270245341584 2.5689668059349051 944.57618101441767 64.823515326483175 127.70589295111131 143.736560853431 550.62945668466273 406.27025323046837 1029.4256304656446 415.17252131050918 880.96624738629907 17.414346330799162 7.3141866568475953 2978.9926912868686 542.58232460683212 1443.7121347094071 139.42497594817542 12.09858255824656 746.67675152013544 2629.3536662874976 40.075406681047752 59.054002693854272 1312.8517085042549 30.2679106349824 143.27267271734308 63.422692161053419 29.374436772428453 9.8034922673832607 leaf_count=348 389 7208 3861 18 8304 257 705 829 3582 3329 11230 2772 15119 110 42 13904 2183 7307 742 1021 4025 19482 353 1463 5495 327 4162 1209 171 53 internal_value=0.000216744 0.000250508 -0.000787816 -0.00448671 0.00134045 0.000353566 -0.00780969 0.00485239 -0.00949555 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15.744 13.8374 9.96401 9.86101 9.61801 10.4983 12.4587 9.68889 9.59966 9.5452 9.48006 9.36132 9.33843 threshold=2.4466733932495122 -0.52902621030807484 -0.66181284189224232 0.43328686058521276 -0.1553741171956062 -0.051424989476799958 -1.3634510040283201 1.2804139852523806 -0.17473915964365003 0.2367375120520592 0.34155324101448065 0.17352647334337237 0.27293339371681219 0.10513334721326829 0.79734182357788097 -0.52041059732437123 0.96608576178550731 0.43499134480953222 -0.92509487271308888 -0.062687493860721574 0.074841067194938674 0.28083574771881109 -1.0495863556861875 -0.80528610944747914 -0.35909925401210779 -0.42662535607814783 0.011339892167598011 -0.17539043724536893 -1.0084396004676817 0.54580378532409679 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 10 25 8 9 -8 11 14 13 -13 15 -1 17 21 -19 -18 26 -6 23 -23 -24 -7 -20 -10 -16 -21 right_child=1 3 -4 -5 16 6 7 -9 27 -11 -12 12 -14 -15 28 -17 19 18 20 29 -22 22 24 -25 -26 -27 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83.968676478136331 2854.8457563651027 420.69196225865744 97.734231583104702 303.17891589360079 167.60475977335591 63.034240225329995 17.546228801831603 546.13704596742173 168.87244812416611 544.86319926151191 120.06648787984159 161.11095435268362 93.821627075667493 1872.9453450724832 41.000015997793525 leaf_count=11317 21 353 87 1948 17918 732 666 3008 2274 3500 11311 1010 44 4749 391 18817 2199 784 5367 1040 4953 78 2946 766 3618 689 5495 1181 12411 327 internal_value=0.000121214 -0.0164359 0.0614045 -0.0204314 0.000203727 -0.000604616 -0.00488563 -0.00732989 -0.00563652 -0.00263503 4.12112e-05 -0.000802074 -0.00658184 -0.00727249 -4.90161e-05 0.00137043 0.00201523 0.00104776 -0.00622543 0.00803966 -0.00300982 0.00242727 -0.000965868 0.00999054 -0.00284331 0.00485787 -0.000477613 -0.0152293 -0.00324117 -0.000872598 internal_weight=14826.1 73.1216 3.43878 69.6828 14753 10199.1 1337.87 1069.99 972.843 741.488 8861.26 7181.32 826.956 817.525 6354.36 4397.45 4553.83 3924.53 625.058 629.297 527.324 3299.47 1277.42 186.419 1091 267.88 464.29 231.355 1956.91 208.605 internal_count=120000 2409 108 2301 117591 72100 12050 10629 7621 4166 60050 48739 5803 5759 42936 30134 45491 41925 16599 3566 15815 25326 7408 844 6564 1421 10862 3455 12802 1367 is_linear=0 shrinkage=0.05 Tree=419 num_leaves=31 num_cat=0 split_feature=499 499 505 400 398 465 445 519 403 404 506 502 300 497 392 513 506 513 440 472 451 392 330 306 412 461 395 240 370 515 split_gain=27.3054 29.8612 25.2186 27.1798 22.7055 21.8045 25.0908 18.6279 18.0921 17.8653 15.687 15.2622 13.4417 13.1418 12.5899 11.8225 14.6851 11.0415 10.3532 10.1234 9.78126 9.11727 9.32039 9.07225 8.67124 8.52333 8.36038 8.24488 8.19499 7.61403 threshold=0.44043914973735815 0.42196199297904974 0.46429789066314703 -0.79970857501029957 1.0838537216186526 0.87484458088874828 -0.56404116749763478 1.0028181076049807 0.77851939201354992 -0.89966514706611622 0.58245709538459789 -0.29580022394657129 -0.2306731045246124 0.3874379843473435 -0.14418824017047879 0.64036414027214061 -0.083241123706102357 1.1203340888023379 -0.13248033821582791 -0.58627071976661671 -0.74073949456214894 1.8104816675186159 0.080353524535894408 -0.55816909670829762 -0.59890478849411 -1.332085072994232 2.0481899976730351 1.0339030027389529 -0.32074443995952601 2.194137811660767 decision_type=2 2 2 2 2 2 2 2 2 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 10 5 6 8 13 -5 -8 15 23 29 -4 19 16 24 -13 -18 -7 -16 -14 -23 -1 -2 -15 -17 -6 -12 -9 right_child=2 -3 7 4 27 14 9 12 -10 -11 28 17 21 25 20 26 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0082330507138684422 -0.021014746920120494 -0.024602058118571864 -0.020012737024538471 0.011772041602402221 -0.019538601198782569 0.0065838445117745795 0.010597553383200908 -0.0081271996212154696 -0.0061462459197919508 -0.0055242900452778737 0.030491027818092983 -0.014568197304630793 0.019426983266471839 0.10388838038802273 0.061562984097964707 -0.020501168215326687 0.017668757157571907 0.018661426498550994 -0.019318290165877841 0.029088898481949784 -0.0093928383889943009 0.02841366005926671 0.25223715377875838 0.026361568420765827 -0.001182698685385208 -0.00087931661476915626 0.018161598022697911 0.09649002849606686 0.00021314174653731273 0.031813203764058176 leaf_weight=26.56567472795723 114.07492401677882 246.89028624168714 318.61058480030624 899.23493831604719 107.46155086968793 70.24712966568768 219.2093611919554 141.29390469612554 166.58398764370941 792.15412335842848 36.72919555567205 149.22047313139774 57.01740094757406 1.8822635589167465 5.2345029206480822 232.81528760679066 95.555152662913315 29.81847698322963 23.379139125579968 179.16516460827552 53.452252898074221 1.1845418475568283 0.77342917700298119 64.071928353048861 107.6694901342853 91.153565194166731 14.662722869310526 1.4419493973255146 57.696671220706776 12.898450319655238 leaf_count=707 2057 28343 11269 9324 4176 675 1853 3579 3832 11089 337 4098 4210 15 43 2261 830 925 240 2260 943 39 24 19783 1855 3023 109 98 476 1527 internal_value=-0.00125621 -0.0120413 0.00020825 0.00201565 0.0044363 0.0054575 0.00361291 -0.00897205 0.00896647 -0.00202429 -0.00682151 -0.000518488 0.00300474 -0.0151855 0.0178722 -0.00986339 -0.00380096 -0.00899865 0.010346 0.0227756 -0.002885 0.0232995 0.127217 0.016169 -0.0114126 0.00129589 -0.0181838 -0.0178693 0.0120631 -0.00473526 internal_weight=4318.15 516.567 3801.58 3176.77 2494.18 2385.28 2077.18 624.814 1065.82 1011.36 682.583 269.677 213.168 411.646 308.099 588.157 340.679 179.039 118.934 249.412 58.6868 58.9754 1.95797 90.6376 221.744 93.0358 247.478 108.904 94.4259 154.192 internal_count=120000 53856 66144 42458 34293 30019 26098 23686 13156 12942 8165 25513 9379 14307 3921 7352 4982 5023 1070 2935 986 4273 63 20490 3912 3038 2370 4274 813 5106 is_linear=0 shrinkage=0.05 Tree=420 num_leaves=31 num_cat=0 split_feature=498 506 410 428 380 10 280 400 326 425 353 388 422 437 512 501 394 498 503 445 6 273 437 452 338 416 19 108 389 506 split_gain=7.28311 13.1605 12.2953 13.0622 11.4437 12.963 10.4257 10.439 9.96339 9.71802 9.48687 11.1949 15.7911 9.18636 9.7958 19.9321 10.7013 11.3093 10.4203 14.8978 12.4632 9.98189 9.98775 11.5539 10.8981 8.95882 8.71006 8.67867 10.3111 8.57389 threshold=-1.0532517433166502 0.31633307039737707 -0.42451976239681238 -0.71429881453514088 -0.22554644197225568 -0.26122505962848658 -0.43462753295898432 -0.82623890042304982 0.09421082586050035 0.11141213774681093 -0.95002537965774525 -0.30750280618667597 -0.30944456160068506 2.8345719575881962 -0.088419366627931581 0.67940661311149608 3.0365682840347294 -0.41698800027370447 0.35781116783618933 1.8998040556907656 -0.45642666518688196 4.5172307491302499 -0.59420207142829884 -0.89349690079689015 1.3572165966033938 -0.47158151865005488 -0.11906869709491728 0.1710273548960686 0.15974847972393039 -0.099187485873699174 decision_type=2 2 2 2 2 2 2 2 2 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 29 5 -1 -5 -8 -9 -7 11 -6 -13 14 15 18 21 -18 19 25 -20 22 24 -24 -16 -2 -15 -19 -29 -4 right_child=13 -3 3 6 10 9 7 8 -10 -11 -12 12 -14 26 16 -17 17 27 20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0078940245755559219 0.010761985522110109 -0.010256172556729259 -0.0053343946444508869 0.0086738950609451561 0.01197988101025531 0.0019336830348681531 0.011090873656408845 -3.0417091900181279e-06 -0.012593611955374485 0.021122367730497485 0.013561902330792087 -0.067292271360448047 0.0087723130446570544 0.0015491939242773688 0.0038195364891155195 0.022064845598672007 0.019115831479485701 -0.021385363981328395 -0.026849896326215185 -0.049961125373812698 -0.0039121777459654337 0.015606057729039084 -0.0089458149211247458 0.00032284550200542501 -0.0040309770474332421 -0.0060811756235666196 0.026774621668011252 -0.038478225801256483 0.026901774676915936 -0.017780714430024318 leaf_weight=333.12395563255996 116.25797210808378 409.01255843156832 532.73305142787285 267.69565702346154 31.268023729324341 488.01134750898927 114.67065080883913 377.56455756525975 270.00709200353594 76.368141265818849 326.13931963441428 14.471614845097067 12.599631843157111 72.47080913069658 3798.583740249509 60.622782169375569 26.700780211715028 132.0363245063927 126.87450110676582 15.906456055905435 112.13540424840176 117.5585152101703 351.9326404791791 7484.6481094730552 499.6111680601025 245.23787059597089 65.526682986877859 8.2543805912137049 21.346762534230947 187.90361613617279 leaf_count=1686 824 6786 2605 1585 179 2668 614 2407 1887 408 2109 89 73 673 19014 2627 108 561 1645 4991 2625 516 1824 39881 3056 15741 1776 30 85 927 internal_value=0.000211616 -0.00183734 -0.000699912 -0.00342566 0.00301823 -6.84459e-05 0.000182484 -0.00279384 -0.00526157 0.00454231 0.0102347 -0.00827127 -0.0318039 0.000743973 0.000608517 -0.00524696 0.000927619 -0.0108947 -0.00794427 -0.00275336 -0.0161153 0.00110984 0.000968867 -9.28712e-05 0.00290578 -0.000649067 0.0135741 -0.0158917 0.00843382 -0.00858869 internal_weight=16697.3 3441.57 3032.56 1750.57 1281.98 897.503 1029.94 762.242 647.572 564.379 384.479 58.3393 27.0712 13255.7 13117.7 677.035 12440.7 188.338 616.412 377.402 239.01 12252.3 12134.8 7836.58 4298.19 361.496 137.997 161.637 29.6011 720.637 internal_count=120000 24023 17237 10025 7212 4762 6493 4908 4294 3076 2450 341 162 95977 93528 28453 65075 784 25826 21556 4270 64291 63775 41705 22070 16565 2449 676 115 3532 is_linear=0 shrinkage=0.05 Tree=421 num_leaves=31 num_cat=0 split_feature=333 501 496 504 60 474 490 505 503 420 386 366 418 391 334 277 494 501 441 281 350 508 383 515 497 520 503 439 395 405 split_gain=8.03986 13.8535 12.2389 13.758 11.4504 11.2191 11.6022 11.4772 11.2017 11.1677 10.7577 10.5824 10.3944 16.3375 12.178 12.1677 12.977 14.0552 11.9073 10.5442 12.1758 14.7504 12.657 11.0474 10.057 9.78588 9.44624 10.9389 9.15726 8.9247 threshold=1.0904718637466433 0.72277274727821361 -0.58695876598358143 -0.72663056850433339 -0.36123979091644282 -0.12225030735135077 -0.31752066314220423 -0.47669321298599238 1.1290361881256106 0.046054417267441757 0.13129426538944247 -0.49803654849529261 0.65707689523696911 -0.69188007712364186 -0.082680493593215929 1.9818682670593264 -0.5705512762069701 0.20868733525276187 2.0399096012115483 -0.41683350503444666 -0.084608502686023698 -0.20104168355464933 -0.11825245991349219 1.199043929576874 0.32290078699588781 -0.027480015531182286 0.15461153537034991 -0.36533188819885248 -0.9871045947074889 -0.62921753525733937 decision_type=2 2 2 2 2 2 2 2 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 11 4 -4 26 10 -8 12 -10 -7 -2 18 15 29 16 -14 -18 19 23 22 -22 -21 25 -20 -1 -5 -28 -3 -15 right_child=1 28 3 5 -6 6 7 -9 9 -11 -12 -13 13 14 -16 -17 17 -19 24 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00024136533708127942 -0.0060005430672567008 -0.049045387643513502 0.0061023459250212977 0.0011487533888038881 0.17127710782474095 -0.0046227184857729241 0.04655629143422349 0.010199124367019259 -0.026512519786400797 -0.0021199774643632981 0.012070553350924143 0.029289846401542693 0.010025751919127621 -0.002120091204882971 -0.0048998737609038199 0.012198112424520215 -0.02902695513527952 -0.0088329697913345322 0.011740552589927131 -0.0044154977216193936 0.0029429929739208708 -0.0061855915554268658 -0.025959918166152465 0.013739756043790383 -0.01790601044500376 0.0044957684910560281 -0.00026986618016872625 -0.014716751045610904 0.011853296187810771 0.0061865656525856103 leaf_weight=3368.8779997888196 30.676153271517251 6.1375407555606207 2.198720321059227 571.72939494741149 2.0436162818223229 324.75584428507136 24.437917097704485 197.68547928798944 80.6454607968044 113.25243570952443 137.17751186859095 67.245607055490837 79.080367260845378 547.09438858486828 841.63694257076713 70.212929734261706 97.178588207054418 777.93990408914397 350.44261219963664 1255.6768121490022 1623.7506293441984 608.0903365885606 72.126418622967321 184.81821693817619 30.934017758991104 1610.4397050413536 242.35414017713629 287.00192728027469 421.44772761699278 788.03886101825628 leaf_count=17339 139 31 26 3393 18 1797 131 983 6366 3010 665 380 539 3128 5622 342 732 5699 1396 11291 19189 3379 10602 1148 144 10628 1354 1578 4478 4473 internal_value=0.000122976 0.00282983 0.000985603 4.04389e-05 0.0889337 -0.000172982 0.00485259 0.0142408 -0.00037792 -0.0122995 0.000325298 0.0181885 -0.00018958 -0.00264057 -0.000187716 -0.00784723 -0.00932859 -0.0110842 0.000671607 0.000292907 -0.0018001 0.000453401 -0.00559143 0.0017366 0.00931871 0.0012898 -0.00329985 -0.0081133 0.0109562 0.00277912 internal_weight=14815.1 2314.89 1887.31 1789.38 4.24234 1785.14 684.057 222.123 12500.2 193.898 461.933 97.9218 12306.3 3201.18 2176.77 1024.41 954.199 875.118 9105.16 8723.78 3559.64 2231.84 1327.8 5164.14 381.377 4979.32 1101.09 529.356 427.585 1335.13 internal_count=120000 14973 10464 9945 44 9901 3576 1114 105027 9376 2462 519 95651 20535 13223 7312 6970 6431 75116 73576 44461 22568 21893 29115 1540 27967 6325 2932 4509 7601 is_linear=0 shrinkage=0.05 Tree=422 num_leaves=31 num_cat=0 split_feature=501 386 412 452 511 505 516 46 455 517 422 390 509 516 381 421 481 496 316 425 308 418 505 516 515 420 433 261 37 429 split_gain=26.8054 37.1144 33.6143 29.4715 29.2458 27.0877 23.1668 21.1689 18.8956 18.8246 17.4594 14.0485 13.5976 13.4428 13.2969 13.2329 12.6823 12.7787 11.0392 10.873 10.7446 10.6233 10.3608 13.1551 11.8811 11.1626 10.0649 11.3277 11.7273 11.8032 threshold=-0.076082088053226457 -0.08342729881405829 -0.70274966955184925 -0.50743949413299549 1.1098226904869082 0.040457470342516906 -0.12161376699805258 -0.30031600594520563 0.45795609056949621 0.098409730941057219 1.7084582448005678 -0.67751398682594288 -1.1246258020400999 -0.35180950164794916 0.6997956931591035 -0.74618706107139576 0.022453011944890026 -0.18413029611110684 0.99588674306869518 -0.61320316791534413 -0.66013160347938526 0.71836364269256603 0.49654470384120947 -0.36679716408252711 -0.26308372616767878 0.046054417267441757 -0.22309984266757962 1.0965241193771365 -0.45739355683326716 -0.60160392522811879 decision_type=2 2 2 2 2 2 2 2 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 6 7 5 13 -2 15 12 -6 -7 21 -1 -5 26 -4 22 -18 19 -9 -13 -8 23 -3 -25 -26 -10 28 29 -28 right_child=1 16 3 4 9 10 11 18 14 -11 -12 20 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=-0.034534316028014399 -0.017529418597235263 -0.024719422202314628 0.004504899363235673 -0.0053475790354842283 -0.025257148769468326 -0.0076071529742263643 -0.01900093115482757 0.013661539307809133 -0.01622075814677269 0.023659924565877441 0.019138181244990109 -0.005127860197016298 0.035474088111475996 0.012611933044623175 0.050779186576652438 -0.016938991693544066 -0.01192657925761717 0.037808052628243549 -0.016893957098437225 -0.0056968351887625142 0.01440570790496975 0.0049989628660969182 -0.028528707930816567 0.027772154038491051 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0.0203604 -0.00453734 -0.00131504 0.0304868 0.00966702 0.0037671 -0.0125115 -0.0134617 0.0101269 0.00360505 0.00715094 0.00588237 -0.01117 -0.0155974 -0.0120913 -0.00632567 -0.0091229 -8.47126e-05 0.00915797 0.0199334 0.0680654 internal_weight=4298.01 4011.6 3383.21 2490.42 1672.25 1360.03 892.795 818.165 286.41 312.222 601.055 494.587 104.336 758.976 182.074 438.08 628.39 51.9461 380.085 324.298 285.563 209.024 576.444 453.945 312.028 288.574 168.28 106.824 74.3783 10.7583 internal_count=120000 92376 66751 50781 35330 28607 15970 15451 27624 6723 17880 6231 6600 10727 21024 10147 25625 909 5304 4715 3429 2802 24716 18209 9032 8284 15253 14167 9956 462 is_linear=0 shrinkage=0.05 Tree=423 num_leaves=31 num_cat=0 split_feature=516 504 521 515 505 99 380 461 277 465 500 493 472 504 150 260 422 455 400 392 392 495 424 425 389 81 437 331 505 377 split_gain=7.21287 7.23896 14.9722 12.9108 12.4499 10.7434 12.2735 12.1425 11.6208 10.5657 12.8126 11.7499 10.8669 10.4712 10.4335 9.98831 9.14987 9.03285 8.92032 8.73397 8.71693 8.70318 10.6317 9.48932 9.93859 9.20767 9.09338 8.59577 8.42754 8.18931 threshold=2.1909917593002324 0.48279327154159551 2.0398434400558476 -0.025647774338722226 0.41494101285934454 -0.31352455914020533 1.057351887226105 0.77879443764686596 -0.60761553049087513 -0.32042777538299555 1.221904516220093 -0.14455454051494596 -0.17106407135725019 0.21014075726270678 0.19116997718811038 -0.17458166182041165 2.7842519283294682 -0.40661855041980738 0.44567827880382543 1.2234122753143313 0.15540871024131778 1.8813468217849734 -0.22839601337909696 1.1034756302833559 -0.65583187341690052 0.4600330144166947 -0.18792385607957837 -0.65041515231132496 -0.10926400870084761 -0.29373960196971888 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 19 17 9 7 8 -7 11 15 12 -1 -6 18 -11 -13 -4 -8 -3 -9 22 25 29 -25 26 -5 -27 -19 -24 right_child=-2 3 4 21 13 6 14 20 -10 10 -12 16 -14 -15 -16 -17 -18 28 -20 -21 -22 -23 23 24 -26 27 -28 -29 -30 -31 leaf_value=0.0030992655569410887 -0.02753558290932271 -0.0050271015991398956 -0.021401317548651613 0.011000007777172657 0.039508902956102453 0.00087955490059827938 0.0077285802142203963 6.7193461262078729e-06 -0.0050781831911209411 0.0010120437408011344 -0.012192130631417625 -0.00024841927864438414 0.010415558049058291 -0.015610737273262693 0.02894483224529449 -0.0059992492191210181 -0.031605458432830941 0.019840136425471649 -0.011806592704337215 -0.037696261383935878 0.011114697054631304 0.018923408221140702 -0.0085182282591636047 0.052236723558835234 0.0058954194029463853 0.012709852425007193 -0.00095610959829213059 -0.02211155570878006 -0.025365866776531729 0.0037309996310985099 leaf_weight=1997.504409645946 23.296386617294047 179.41186932873097 179.23278966732323 705.05115067015868 19.811047581490129 1116.6754736789735 290.28300021291943 700.72816773323575 3051.088575222675 4181.9690093098907 219.51907514920458 1278.3952300673409 682.0508053653466 14.954548135399817 46.54517354973359 578.05475663286052 23.603927021846175 28.783209895715117 72.909330701106228 23.104202317073941 236.44263849017443 99.209250034531578 334.48680634261109 14.92708048969507 51.905026010237634 27.285664759576321 204.35519648483023 49.552029420621693 15.890616334974764 229.66918973345309 leaf_count=9941 6058 3436 1170 3062 106 15201 2272 3524 22999 23856 1352 7657 3990 72 3273 4499 136 139 386 100 1765 613 1643 71 269 110 888 242 91 1079 internal_value=0.000205 0.000244271 -0.000131614 0.00313291 -0.0120526 8.11421e-05 -0.00165483 -0.00232387 -0.00348073 0.00115003 -0.000384301 0.00307016 0.00496373 0.0156788 0.00666702 0.000159438 -0.000823114 -0.0163858 0.00379104 -0.00879563 0.00281542 0.00454366 0.00365733 -0.00140434 0.0163831 0.00690061 0.00830801 -0.00968077 0.00362781 -0.0035229 internal_weight=16676.7 16653.4 14734.4 1918.96 258.672 14475.8 5514.67 5104.93 4167.76 8961.1 4979.54 3981.55 2679.56 34.7656 409.738 4760.02 1302 223.907 363.192 202.516 937.171 1716.44 1617.23 630.988 66.8321 986.244 909.406 76.8377 44.6738 564.156 internal_count=120000 113942 102429 11513 1578 100851 49420 43489 38200 51431 29707 21724 13931 178 5931 28355 7793 1400 2658 3536 5289 7977 7364 3062 340 4302 3950 352 230 2722 is_linear=0 shrinkage=0.05 Tree=424 num_leaves=31 num_cat=0 split_feature=507 515 516 472 337 508 516 438 521 452 364 510 377 452 472 123 394 477 506 504 305 338 472 450 493 478 468 396 261 448 split_gain=7.94392 9.04085 15.31 14.916 16.4593 13.0863 11.9283 12.6954 16.4692 13.7276 12.1855 12.0725 12.0225 11.7404 11.2462 10.7443 10.7099 11.7331 10.6903 14.7924 13.4814 10.4714 15.4689 14.7848 13.6531 11.5339 10.9225 10.023 9.9746 8.97569 threshold=1.8433055877685549 0.92993131279945385 0.29773791134357458 0.0076782752294093379 0.42520578205585485 0.3244673758745194 -0.14709760248661038 1.4347078800201418 1.6728766560554507 -0.58903172612190235 0.024063345976173881 -0.40922355651855463 -0.47505384683609003 -0.14016301929950711 0.91090458631515514 0.11703643202781679 1.9628013372421267 1.227518677711487 -0.41270636022090906 -0.48494875431060785 -0.10710185021162032 0.20549307018518451 -0.075578719377517686 -0.93046838045120228 -0.083447296172380434 -0.51165941357612599 -0.41479921340942377 1.2719478011131289 0.10104948654770853 -0.40208198130130762 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 13 -5 -3 7 8 18 16 21 15 14 -4 29 -10 17 -9 20 -20 -1 23 -23 25 -24 -8 -25 -14 -6 -12 right_child=-2 2 3 4 28 -7 10 9 11 -11 12 -13 27 -15 -16 -17 -18 -19 19 -21 -22 22 24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.0035299944287697916 -0.0081190252034995924 0.019594190125623558 0.00016438228789041723 0.017140426592412824 -0.0076373573091984767 -0.0053843472869247195 0.0033361669508687598 -0.001926550543541008 0.012219976726443956 -0.011145821237694286 -0.012701746494546272 0.01173932302375537 -0.014833331947724338 -0.01981035879728987 0.02751156716800518 0.084604354641474533 0.038527308272482401 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3697 148 142 10029 14 21 242 internal_value=0.000122481 0.000285604 0.00534931 0.000127307 0.0137195 0.0141858 -2.15504e-05 0.000879556 0.00135897 -0.00576701 -0.00243932 0.0169113 -0.00922439 -0.00511338 0.00185501 0.0522524 0.00374633 0.000537702 0.00107359 0.00267476 -0.000753871 -0.00122924 0.00316662 -0.00311673 0.0122264 0.00586121 -0.00498128 -0.014042 -0.0690783 -0.00455962 internal_weight=14801.3 14514.7 830.921 522.696 145.673 308.225 13683.8 9967.08 9297.3 669.774 3716.75 167.108 561.811 377.023 169.962 21.0935 241.587 221.407 9130.2 4867.82 4262.38 3154.94 946.914 2208.02 314.597 379.208 1828.81 391.85 5.64578 135.877 internal_count=120000 113454 7710 6151 1637 1559 105744 78520 74414 4106 27224 1114 4521 4514 1213 103 1377 1279 73300 26814 46486 22703 6456 16247 2620 2521 13726 3308 51 948 is_linear=0 shrinkage=0.05 Tree=425 num_leaves=31 num_cat=0 split_feature=498 496 516 515 502 404 501 503 422 463 412 312 498 498 457 503 510 364 422 419 425 465 302 502 512 459 335 410 492 510 split_gain=26.5862 27.3197 26.1297 38.4808 28.095 24.0945 27.9819 25.1424 21.1749 21.0011 21.2202 17.3066 17.0971 17.2767 16.993 15.7353 14.2093 11.9521 10.8801 13.0249 13.5657 10.5024 9.91975 9.7509 9.11752 9.51426 8.8538 8.62877 9.85784 8.59863 threshold=0.771183341741562 -0.12824658304452893 -0.24784202873706815 -0.094022724777460084 -0.51187041401863087 -0.38938753306865687 0.13115307688713077 0.23077002912759784 1.1938034296035769 -0.15620113164186475 -0.73059353232383717 -0.16314411163330075 0.998150795698166 0.87208822369575512 -0.6554138958454131 -0.28807868063449854 -0.61314499378204335 -0.31955662369728083 1.8930925130844118 -0.28635510802268976 -0.71332520246505726 0.94064888358116161 -0.48862475156784052 1.94358766078949 -0.80471283197402943 -0.26046273112297053 2.4140001535415654 0.27515682578086859 1.0000000180025095e-35 -0.29030928015708918 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 9 -4 -5 7 -7 14 -8 15 22 21 13 -2 -6 27 -9 -13 -17 29 -21 -12 -11 26 25 -3 -14 28 -1 -20 right_child=1 24 3 4 5 6 8 16 -10 10 11 17 23 -15 -16 18 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012599186286997192 0.00074230439812846558 0.4072899881043589 0.028371077202400646 0.029370850100417914 0.018489017127188697 0.024021107180372429 -0.01047776854353636 -0.022460720864829743 0.0067335510315679444 -0.025163460443834218 -0.0073259568625846571 0.0015226371830637528 0.023311228498128281 -0.03724965667086378 0.00060808555779147335 -0.022193301911032973 0.0010287154850653964 0.025779445287430459 -0.034461414045245151 0.13838261927110374 -0.024348002129147783 0.021317362799139372 -0.0031986243865005193 -0.041706682626083597 -0.027507105584659755 0.03081456926069109 0.18012737674220802 0.015570109643431565 0.048231714185819285 0.018395245974728983 leaf_weight=104.52166935295099 99.411198696063366 0.12766611721599475 139.53191823133966 86.613427228992805 402.56932538026012 78.345068538736086 857.94648191682063 71.950754536432214 225.26595027931035 97.155725446267752 217.21561911847675 84.561571975355037 60.855536510061938 42.557129442226142 199.1956870178692 327.81033731813659 602.51118595374282 128.81845139031066 14.090999127016405 3.3393246735213324 1.9242946152808134 37.378665506956168 110.3647581936093 5.7174741438357151 196.75032523536356 0.86117300984915246 0.82713569607585569 54.364840075257234 6.9882400084752581 16.613934581924696 leaf_count=1998 2244 15 4183 1082 2923 3023 12861 746 2587 1841 4923 1499 19520 1478 1608 18906 9664 1967 437 44 111 735 2208 71 22267 75 34 570 68 312 internal_value=-0.00122457 -0.013377 5.31345e-05 0.00281812 0.00140267 0.000405758 -0.00480224 0.00514974 -0.00689358 -0.00605432 -0.000201851 0.00569195 -0.000762752 -0.0106294 0.0125795 -0.0135074 -0.00147265 0.0161952 -0.0193261 0.00665594 0.0786139 -0.00309429 -0.0135132 0.0199307 -0.0267007 0.116954 0.0257831 -0.000712436 -0.00870236 -0.00573236 internal_weight=4276.19 407.108 3869.08 2663.93 2524.4 2437.78 1161.56 1276.23 1083.21 1205.15 675.495 467.974 209.368 141.968 601.765 529.654 674.462 213.38 363.779 35.9686 5.26362 254.594 207.52 67.4001 197.739 0.988839 61.6827 165.875 111.51 30.7049 internal_count=120000 45704 74296 38677 34494 33412 18471 14941 15448 35619 13173 9124 23347 3722 4531 22446 10410 3466 19810 904 155 5658 4049 19625 22357 90 19554 2636 2066 749 is_linear=0 shrinkage=0.05 Tree=426 num_leaves=31 num_cat=0 split_feature=278 423 503 50 506 474 435 507 428 436 506 486 512 503 512 331 486 422 26 468 504 334 437 300 58 287 369 490 393 380 split_gain=7.00086 7.86543 20.5202 14.1175 13.0042 10.8275 12.2132 9.71767 12.6561 16.7431 10.2475 11.352 11.8445 11.369 10.3053 9.79887 11.2886 9.77571 9.54756 9.50735 9.3472 8.86325 8.83853 9.53112 8.9216 8.39892 8.17622 8.1502 9.31561 8.02871 threshold=6.5440402030944833 1.1120156645774844 0.66744008660316478 1.0473471283912661 1.1907796859741213 1.1727958321571352 0.45700637996196752 0.79474246501922619 -0.83224880695343006 -0.51095613837242115 0.55714058876037609 -0.60454827547073353 1.0491812825202944 0.68642744421958934 0.79679459333419811 -0.83672538399696339 -0.69283661246299733 2.3443921804428105 -0.32497359812259669 0.19013870507478717 0.063776098191738143 -0.98235559463500965 3.8004251718521123 0.97633290290832531 -0.60134798288345326 -0.23945245146751401 -0.15025411546230313 -0.43367214500904078 1.1643860936164858 -0.20892111212015149 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 20 -7 8 9 19 11 12 13 -9 27 16 -11 22 -19 -1 -3 -17 24 -24 -10 -4 -27 28 -12 -16 right_child=-2 2 25 -5 -6 6 -8 10 17 15 14 -13 -14 -15 29 21 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0021098128294430342 0.015297115501374532 -0.0072408163048967317 0.024994556588284408 0.015733910226651965 -0.022204133113891737 0.033804739253807232 -0.011207385476087179 -0.010908577447890812 0.0025743533932996582 -0.0020033135454205248 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8.4410581050906313 80.000052574556321 leaf_count=4588 466 7023 859 566 664 269 135 684 26152 516 1555 2542 128 171 1281 905 2017 460 512 1871 3052 3437 1293 21 50521 871 1273 5710 85 373 internal_value=0.000201371 0.000131462 -0.00252371 -0.00400743 -0.00483403 -0.00392991 0.0164086 0.000578307 0.000161766 -0.00288708 0.00469127 0.00841666 -0.00117211 -0.00610535 -0.00057314 -0.00754763 -0.0161145 0.000967074 -0.0107329 0.000446174 -0.00460455 -0.00498996 0.00117228 0.0193145 0.0010502 0.0119714 0.00463216 -0.00965204 -0.000677681 0.00467565 internal_weight=16657.8 16581.4 2386.87 2165.61 2078.9 1976.43 63.1417 14194.6 12890.4 2692.04 1304.16 764.233 219.178 186.011 539.925 1123.1 257.643 10198.4 175.279 1568.94 1913.29 865.455 10023.1 66.6184 9956.46 221.253 141.839 198.114 111.65 341.811 internal_count=120000 119534 14712 11709 11143 10479 404 104822 92293 13334 12529 3525 983 855 9004 6875 2533 78959 972 6459 10075 4342 77987 1314 76673 3003 2144 7350 1640 1654 is_linear=0 shrinkage=0.05 Tree=427 num_leaves=31 num_cat=0 split_feature=484 203 86 206 92 97 517 510 465 92 289 215 335 377 504 292 449 396 424 462 269 91 240 499 445 269 285 502 257 443 split_gain=7.84108 12.0995 12.7027 14.6995 15.4992 14.3353 13.6402 12.1861 15.7646 12.3771 12.3045 12.6011 11.0643 15.1155 17.8722 11.7204 11.5061 13.1807 10.9187 10.8738 10.883 10.5509 10.4853 10.2288 10.4175 11.1197 11.9574 12.5485 10.9162 10.2495 threshold=-0.93752920627593983 -0.0087945996783673746 -0.17942749708890912 0.12207455188035966 0.0069238245487213143 -0.41833880543708796 1.8846674561500552 -0.61314499378204335 0.74889722466468822 1.6174460649490359 -0.65625181794166554 0.14464589953422549 0.47335995733737951 0.39743335545063024 -0.48494875431060785 -0.32438196241855616 1.5282429456710818 -0.18208748102188108 0.61820366978645336 -0.35739241540431971 0.27880127727985388 2.9157955646514897 -0.18898721039295194 0.40132153034210211 -1.0278299450874326 1.7750948667526247 -0.42634831368923182 0.66118693351745617 -0.54127296805381764 1.562108099460602 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 12 7 4 -4 -6 -5 10 9 -9 11 -3 15 -14 19 -2 17 -17 -16 -15 -21 -18 -8 -1 -25 26 27 28 -26 -28 right_child=1 2 3 6 5 -7 22 8 -10 -11 -12 -13 13 14 18 16 21 -19 -20 20 -22 -23 -24 24 25 -27 29 -29 -30 -31 leaf_value=-0.01385434663533134 0.0015696648857381806 -0.0072213332302119657 -0.0024345946743801221 -0.0015880214901421526 0.02320617004891451 -0.021931792554354644 0.12373417937373046 -0.0015721199017799195 -0.010173604642589141 0.0070161717646384071 0.011210257815725872 0.016401094012534308 0.0079431791736392279 0.05621454718074137 -0.019174539462686664 -0.002239784276875577 0.0070400007631902968 -0.016206160624644358 0.0002102762346357358 -0.023084289388353382 0.031896574760929823 -0.057095064386675998 0.0073594567291148869 0.013485921284670042 0.015390836151947772 -0.012385313610837168 -0.0023818853827576405 -0.0044089685412136252 0.0016276881496500844 0.017707921073201124 leaf_weight=86.783502385893371 2996.3575800991675 251.63939696140005 232.73603476196877 497.53838245624502 18.470208441285649 307.58465526194777 3.7521949401125303 4546.6915874392726 490.36904506655992 461.92690517366282 396.09334857642534 72.618872132210527 1126.711377277752 16.534852295706514 136.80094077292597 409.00219700625166 212.63056287233485 288.94644184080244 153.68396936095087 16.175500399345765 19.925427464069799 6.4994756653904906 4.1138348248787224 238.00060319690965 437.14264727896079 119.31870986171998 782.68172604544088 169.28204525011824 216.18287179758772 68.969767269678414 leaf_count=978 20826 1972 2319 5527 370 4645 22 29848 3774 2863 2176 764 15475 115 701 3364 2726 6318 969 1223 139 24 38 1180 2603 599 5757 1013 1405 267 internal_value=0.000118666 -0.00035187 -0.00168071 -0.00672895 -0.0123172 -0.0193532 -0.000539265 -0.000816002 -0.00161777 -0.00077893 0.00529696 -0.00191216 0.00144511 0.00514374 -0.00403391 5.45865e-05 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8.01492 7.88126 7.35365 threshold=0.44043914973735815 0.41566883027553564 2.0310742855072026 0.29773791134357458 0.46429789066314703 0.60502028465271007 -0.045815415680408471 -0.016069891862571236 0.66625308990478527 0.69877406954765331 0.64015448093414318 -0.79229244589805592 -0.62155604362487782 1.2392336130142214 -0.71900925040245045 -0.29380787909030909 -0.36333915591239924 -0.0099318330176174623 -1.04848176240921 1.0694609284400942 0.33961386978626257 2.7972204685211186 -0.57553252577781666 -0.19760639220476148 -0.55816909670829762 -0.44792987406253809 0.20564823225140574 0.095634840428829207 0.12387203797698022 -0.39784094691276545 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 4 5 6 7 -2 -8 27 13 -1 18 -6 -4 -3 -17 -7 -11 20 -14 -20 -15 -12 -13 26 -26 -5 -18 -30 right_child=2 15 14 9 10 17 8 -9 -10 12 23 24 19 22 -16 16 28 -19 21 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.023859148237336859 0.017459769364180311 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247.53314274217701 19.13230582291726 92.176209462806582 11.407373878406359 25.776830174028873 15.395100732683202 16.188521390315145 50.947967870859429 57.934455216687638 55.995978444290813 6.3648524569580323 28.268249594490044 leaf_count=1179 1504 23117 862 178 11705 3661 2145 28163 2841 144 443 1793 1570 281 1087 4425 1126 72 4208 401 1531 84 684 308 382 19581 1591 4272 106 556 internal_value=-0.00120181 -0.0118763 0.000221733 -0.00051907 -0.00207823 -0.000149128 0.00160313 -0.0015528 0.010938 0.00899951 -0.0143531 0.00024133 0.00492766 -0.0176549 0.0213988 -0.023303 -0.0102066 -0.0139556 0.010822 -0.00610895 -0.0014044 0.0134028 0.00636388 0.0139869 0.00514586 0.0129817 0.00171015 0.0300704 0.0074223 0.0190627 internal_weight=4255.07 501.012 3754.06 3627.04 3117.06 2694.16 2390.5 1786.17 604.322 509.977 422.902 242.991 427.689 378.965 127.017 258.021 92.1409 303.664 279.09 148.598 129.466 258.941 42.2795 43.9377 202.141 125.071 74.123 82.2882 45.2538 34.6331 internal_count=120000 53856 66144 64195 51807 38386 34653 29667 4986 12388 13421 24526 7938 12670 1949 29330 6213 3733 4436 3502 3101 4292 965 751 23347 21554 1973 4450 1788 662 is_linear=0 shrinkage=0.05 Tree=429 num_leaves=31 num_cat=0 split_feature=399 466 513 516 522 517 422 522 388 453 503 202 52 308 240 222 479 516 452 50 472 404 260 295 233 516 170 460 483 369 split_gain=6.9372 11.11 11.7855 12.8217 12.6473 13.3424 14.0034 11.1599 15.1377 12.5991 11.1195 10.7222 12.6601 10.5045 10.0301 10.5591 10.0013 16.4803 13.4665 12.334 13.5579 11.6876 10.4839 10.19 10.3208 10.8492 10.2451 11.1103 9.73589 9.46917 threshold=-0.46940010786056513 0.42241990566253668 0.51993361115455639 0.43923738598823553 0.42723967134952551 1.3291634321212771 -0.82420435547828663 0.72045162320137035 -0.49285799264907831 0.067855197936296477 0.49974700808525091 0.074771475046873107 2.9951752424240117 -0.37883041799068445 -0.046218112111091607 -0.34809894859790796 -0.38373631238937372 -0.49387808144092554 -0.82100704312324513 0.35163509845733648 -0.5183143913745879 1.997359097003937 0.61381846666336071 -0.050968365743756287 -0.0082167689688503725 -0.34028896689414972 -0.085456360131502138 0.74148282408714306 0.086971215903759017 1.5211190581321719 decision_type=2 2 2 2 2 2 2 2 2 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 10 -7 9 -9 -1 -4 13 -13 -6 16 -16 17 18 -2 -20 -21 22 -18 24 25 -19 27 -25 -10 -11 right_child=14 -3 3 -5 11 6 -8 8 28 29 -12 12 -14 -15 15 -17 21 23 19 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.0027155881668920398 0.0091099302248531192 -0.0081271486060116721 -0.0021556842564836661 -0.010242577495584406 0.011611755903837361 -0.077190813299429617 -0.012180975471558653 0.0039784646372686928 -0.017031839000431502 0.01299076177327866 0.010107701372105728 -0.0025458813426383693 0.060388183552490177 -0.00040933140567982001 0.00086496454591825631 0.016199620974071675 0.00036100940555976006 0.012963376796235557 -0.019593877327905258 -0.17439780855624137 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-0.00114719 -0.000492 0.00186105 0.00283638 -0.00105268 -0.0175999 -0.00274301 -0.0111948 -0.00157941 0.000710006 0.00606516 -0.00115652 0.00875997 0.000972512 0.0082686 0.000646428 0.0025997 -0.0145539 -0.0250478 -0.0866869 -0.000619497 -0.000164906 0.00320451 0.00548953 0.00794753 0.000298848 -0.00208846 -0.0184388 0.00952009 internal_weight=16641.3 6082.82 5561.59 2718.09 2515.85 1140.56 109.988 2843.5 343.481 2500.02 1030.57 1375.28 373.246 1002.04 10558.5 450.942 10107.5 3976.22 135.06 93.7095 7.42193 6131.31 5877.5 3841.16 2149.21 1429.76 1691.96 1228.32 232.696 231.67 internal_count=120000 38486 35174 16327 12486 5052 764 18847 2281 16566 4288 7434 2112 5322 81514 16505 65009 19827 1048 808 107 45182 41986 18779 11207 7593 7572 5347 1679 4004 is_linear=0 shrinkage=0.05 Tree=430 num_leaves=31 num_cat=0 split_feature=409 398 387 507 148 264 5 514 425 503 443 429 347 69 196 496 375 387 499 493 390 292 403 84 418 445 517 90 183 199 split_gain=7.76955 13.4068 12.4376 14.6424 14.0282 12.115 11.7612 11.743 11.6717 11.5707 10.6492 10.6419 11.3278 10.651 10.3501 10.5651 9.92671 9.75317 10.5313 9.71991 12.8689 11.0061 9.70306 9.34134 10.764 15.7287 10.8991 12.8524 12.8935 11.726 threshold=-0.68233358860015858 -0.87561264634132374 -0.36677099764347071 -0.74143457412719715 -0.19083100557327268 -0.41523811221122736 0.11132906377315523 0.20564823225140574 -0.1217394396662712 -0.11387952789664267 0.10571214929223062 -0.79573035240173329 -0.5427226424217223 -0.16618056595325467 0.15385086089372638 -0.025793103501200672 -0.025174967944622036 -0.96468526124954213 0.42104886472225195 -0.15250560641288755 -0.67213320732116688 -0.3587705641984939 1.4933844804763796 -0.038417233154177659 1.1540088653564455 -0.96709394454956044 0.83420196175575267 0.12706487625837329 -0.022275351919233796 -0.45750972628593439 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 7 5 -4 19 16 8 9 -6 -2 -7 12 -9 -13 15 -12 -3 18 -11 21 -21 -5 -8 24 26 -26 27 29 -29 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582.32003296396579 5.6506041635293505 207.20431659457972 842.44337674314738 57.316360772238113 119.94157142992481 66.97414772468619 108.69071709908894 465.33218163799029 395.56786082923645 87.740627684630454 432.13860447568004 2447.2484000191034 305.51901401102077 29.503977987333201 569.84259665408172 267.33862250274979 254.83304831659188 719.99497653360595 390.14776899828576 44.990700929076411 906.39143548847642 leaf_count=3832 667 7394 9064 6328 5437 13669 5848 722 4023 22 1717 6964 607 1794 830 1445 2852 1829 355 2939 18167 1937 532 4971 1252 1636 7062 1933 262 3910 internal_value=0.000114105 -0.000584883 0.000192056 0.00132278 0.000996284 -0.00285851 -0.00252502 -0.00458882 -0.00514269 0.001096 -0.00812412 -0.00753505 -0.0183144 -0.00538556 -0.00225613 -0.0060535 -0.000495 0.00437704 0.0189039 0.0025388 0.0042791 -0.000568014 0.00318664 0.00199455 0.00297891 -0.00362613 0.00416474 0.00240897 -0.00527844 0.00431503 internal_weight=14772.1 10767.2 9016.46 6579.42 6456.45 2437.03 1965.73 1750.74 1348.56 597.063 754.265 1153.68 191.293 962.385 382.869 315.895 1682.77 488.959 93.3912 4490.72 2879.39 1611.34 617.165 4004.92 3435.07 522.172 2912.9 2192.91 435.138 1757.77 internal_count=120000 95142 82182 54275 45211 27907 15840 12960 9460 2873 17661 10087 1329 8758 3992 3162 10246 2206 377 29371 21106 8265 6380 24858 19887 2888 16999 9937 2195 7742 is_linear=0 shrinkage=0.05 Tree=431 num_leaves=31 num_cat=0 split_feature=395 499 284 419 352 442 505 493 501 410 352 464 465 303 430 502 67 479 465 385 519 332 330 496 482 474 303 466 516 443 split_gain=25.5279 29.6815 26.5522 22.2784 22.217 26.8045 18.531 17.6148 15.2709 14.8927 15.0662 14.7122 14.3695 14.1218 15.238 14.0835 12.8808 12.3361 12.2814 13.6698 12.2279 12.1254 12.0599 10.5555 10.1955 9.51671 9.04524 8.77543 9.1411 8.7584 threshold=1.1565853357315066 0.44043914973735815 -0.51363638043403614 -0.34567168354988093 -0.26390354335308069 -0.46827968955039972 0.67766588926315319 -0.11254508048295973 0.1680584400892258 -0.56650483608245839 -0.0041542698163539163 0.79302456974983226 -0.01283330889418721 -0.46356959640979761 -0.54489937424659718 -0.48867194354534144 1.2661451101303103 -0.46156930923461909 1.4833815693855288 -0.96785020828247059 0.094905890524387373 -0.55436357855796803 -0.30270455777645106 -0.58695876598358143 0.33334209024906164 -1.1752074956893919 -0.38335166871547693 1.6834498643875124 0.41009381413459783 2.2706563472747807 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 -1 6 -6 7 11 29 16 13 -4 21 14 -11 17 27 -10 19 23 -21 -7 -5 -17 -15 -20 -25 28 -3 -2 right_child=8 2 4 22 5 12 -8 -9 15 10 -12 -13 -14 24 -16 18 -18 -19 25 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.023763102132946204 0.036361793016103899 -0.020668786424969412 0.0099932297351572261 -0.016508423146705236 -0.011228848417303906 -0.020355169435600343 -0.014725181637372501 -0.0067719752138613075 -0.0088541304171677864 0.0010880140144215341 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36.241016031301115 9.713247897801919 leaf_count=23466 3064 7901 6971 6306 7350 1089 2688 2160 790 4123 3897 1241 3189 1193 3750 131 1089 645 125 6659 1784 5143 19572 699 2934 661 362 274 628 116 internal_value=-0.00117472 -0.00273157 -0.00111376 -0.015314 0.0028918 -0.00268157 0.00838108 0.0105735 0.00850738 -0.00623652 -0.00275402 0.0136088 0.00602569 9.13718e-05 -0.00468158 0.00541792 -0.0137845 0.0308479 0.00270027 -0.000294747 -0.00662024 -0.000420128 0.00052107 0.0129746 0.00928931 0.0247597 0.0174386 -0.0166339 -0.0181861 0.0296893 internal_weight=4235.52 3649.3 3233.99 415.311 1814.38 899.865 914.51 835.505 586.211 1419.62 971.968 711.337 445.486 803.455 528.641 511.909 447.651 49.1472 462.762 407.33 276.127 293.526 144.324 131.203 274.815 55.4313 119.531 402.393 385.516 74.3022 internal_count=120000 104964 55620 49344 29831 16771 13060 10372 15036 25789 15897 8212 9421 12000 7873 11856 9892 1435 10421 9635 8443 6232 25878 1192 4127 786 1061 8803 8529 3180 is_linear=0 shrinkage=0.05 Tree=432 num_leaves=31 num_cat=0 split_feature=262 308 381 506 439 399 466 312 460 424 389 422 396 461 333 295 281 479 361 445 490 387 316 311 313 370 82 503 114 486 split_gain=6.8707 8.3464 10.0185 9.49806 9.08409 7.90821 11.8245 12.4051 13.869 14.2937 13.5634 17.2541 10.1928 9.58762 9.3267 12.3597 13.4192 12.1423 11.0652 10.4319 12.3374 9.25865 8.38296 7.68964 7.80825 7.64143 7.13551 7.37139 7.08481 7.02694 threshold=6.1273374557495126 1.1669151186943056 0.43348261713981634 4.2971289157867441 -0.31413504481315607 -0.4544196873903274 0.42241990566253668 -0.15260535478591916 0.60110765695571911 -0.76439350843429554 1.0000000180025095e-35 -0.45309630036354059 -0.70990625023841847 1.0236208438873293 2.1280643939971928 -0.050968365743756287 0.34143096208572393 -0.38645415008068079 -0.069314230233430849 1.249984920024872 1.8626556992530825 -0.42492911219596857 0.24178443104028705 -0.18160523474216458 1.4858655929565432 0.31168887019157415 -0.086061194539070116 0.27766436338424688 0.10209524631500246 0.22267450392246249 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 -3 -4 6 7 10 9 -9 11 -1 -10 -12 15 16 17 -7 -18 20 -17 28 -8 -6 -25 29 -24 -28 -16 -23 right_child=-2 2 4 -5 23 14 22 8 12 -11 13 -13 -14 -15 21 19 18 -19 -20 -21 -22 25 26 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0060685385271485384 0.018366939899600816 -0.0020951057191000394 -0.022305722221384598 0.095262762183001809 0.013991950344301658 0.0061298626874302705 -0.0022060790067700226 0.00091454930544306381 -0.00022385086047907118 -0.0076210497965857578 0.0041964853397270779 0.0033377543858227258 0.020674494711984074 0.017047986151447935 0.01244127756959864 0.00021173219582741707 0.025024522793868267 0.00062459960444375686 -0.00035626309226708135 -0.015084204352307007 0.061771592303934753 -0.0069197165542473106 -0.01972970814054921 -0.02382224099676639 0.18876786271779417 0.025194701248219421 0.017604398653381353 -0.022918202849917933 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0.00363791 0.00302754 0.016553 -3.24266e-05 0.000316489 -0.00470822 -0.00849354 0.000213524 -0.0203216 -0.00779266 -0.0153364 0.00193517 0.00755912 -0.00898044 internal_weight=16624.6 16572.9 886.804 689.802 197.003 15686.1 5854.37 5365.25 2332.84 2091.71 3032.41 1991.65 241.126 1040.76 9831.71 9220.26 4268.67 4076.52 192.147 4951.59 4839.18 611.447 489.127 67.855 27.082 488.951 233.77 47.1859 122.495 472.174 internal_count=120000 119534 13842 6498 7344 105692 35415 32596 16087 14273 16509 11555 1814 4954 70277 65875 34494 27588 6906 31381 27360 4402 2819 5764 4122 3729 1423 363 673 3639 is_linear=0 shrinkage=0.05 Tree=433 num_leaves=31 num_cat=0 split_feature=516 515 516 421 334 284 262 438 521 512 378 486 508 357 503 393 408 389 394 370 395 516 487 503 453 48 138 292 454 124 split_gain=7.76787 8.87286 8.57007 14.8519 15.2517 14.3956 13.4645 11.265 13.6995 12.8123 10.9976 10.1317 10.0505 11.8446 9.96345 9.82924 10.4301 9.62842 9.38968 8.85418 8.75458 8.49247 8.46363 8.72635 8.64148 8.09113 7.87973 7.38406 7.09763 8.60092 threshold=2.4689922332763676 1.3402309417724612 -0.14709760248661038 1.9185783863067629 0.43800453841686254 -0.35365535318851465 4.5994298458099374 1.4347078800201418 1.5618896484375002 0.31632059812545782 -0.49213993549346918 -0.35374046862125391 -0.2591490745544433 -0.12895194441080091 0.3273169100284577 -0.25539606809616083 1.0209835767745974 0.0077118382323533305 1.7129859924316408 -0.67066818475723255 0.2602116465568543 0.35919889807701116 0.34668467938899999 -0.098307341337203966 -0.19547098875045774 0.61233162879943859 0.005807865411043168 -0.49249972403049463 -0.60114067792892445 0.0034889106173068289 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 17 12 7 8 14 -10 -6 18 19 -14 -1 20 -17 -5 -9 -4 -7 -3 23 -23 28 -12 -19 -13 29 -24 right_child=-2 21 3 4 10 15 -8 11 9 -11 25 27 13 -15 -16 16 -18 26 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0004635941433593396 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58.533906277356436 59.976273859734647 37.228942466899753 185.24099127412774 212.3526620878838 3.3999318317510179 22.917299588501919 93.37937741423957 12.067869209044146 4.3118273944128296 29.526972320803907 101.7953202414792 72.31515912769828 18.717073468782473 leaf_count=46984 5592 232 930 1089 151 3626 619 1639 178 1274 210 1548 2555 16218 25562 3650 763 407 159 1357 2391 30 234 712 231 37 230 737 493 162 internal_value=0.000114043 0.000154477 -1.5328e-05 -0.00183356 0.00868471 -0.00262268 0.000799111 0.000939019 0.00139157 0.0137098 -0.0145487 -0.00533162 -0.00068853 -0.00164997 0.00109076 -0.00709527 -0.0023134 0.0139424 -0.0118793 0.00830868 -0.0111966 0.00899726 0.00460754 0.0157303 -0.00390064 -0.0352222 0.000677128 0.000448551 0.000332428 -0.0160456 internal_weight=14760.7 14742.8 14464.6 4476.6 311.903 4164.7 9987.98 9930.79 9263.16 220.307 57.3495 667.638 2908.27 2628.07 9042.85 1256.44 580.726 254.554 313.393 280.198 675.71 278.224 222.797 96.7793 126.017 30.2959 89.5032 354.245 113.95 41.6344 internal_count=120000 114408 112314 33614 2124 31490 78700 78081 73998 1452 398 4083 21060 18773 72546 10430 4413 1726 1798 2287 6017 2094 1862 742 1120 247 637 2285 889 396 is_linear=0 shrinkage=0.05 Tree=434 num_leaves=31 num_cat=0 split_feature=516 505 515 422 511 419 516 516 513 515 493 507 513 516 364 446 396 521 515 387 319 504 392 510 500 515 424 501 452 501 split_gain=25.1635 33.8006 28.4818 21.765 22.3126 21.7029 20.2255 17.7476 27.5826 17.5584 15.9835 20.6355 15.3062 20.6899 14.961 13.6683 12.9452 12.6495 13.3707 12.3228 11.933 11.7855 10.6771 12.6723 10.3966 10.3328 10.1317 10.5671 10.1074 10.9906 threshold=0.059172444045543678 -0.027719781734049317 0.55050072073936474 1.4627488851547243 1.2280490994453432 -0.34567168354988093 0.29773791134357458 -0.2923759371042251 0.35240438580513006 0.128732405602932 -0.15783844143152234 -0.32836623489856714 0.5375746786594392 -0.17914846539497373 -0.31955662369728083 -0.35436631739139551 -0.46899378299713129 0.40142561495304113 -0.84853100776672352 -0.41407832503318781 -0.30972504615783686 -0.14335048943758008 0.069036033004522337 -0.26826459169387812 1.0463958382606509 3.1477131843566899 -0.8344958722591399 0.38224689662456518 -0.43308770656585688 0.45363384485244757 decision_type=2 2 2 2 2 2 2 2 2 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 21 4 12 7 -4 17 9 -9 24 -12 13 19 -6 26 -15 18 -1 -3 -7 -2 23 -5 -10 -17 -8 -28 -19 -30 right_child=2 3 6 22 14 20 15 8 10 -11 11 -13 -14 16 -16 25 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.046221012353079495 0.03947945674300693 -0.0057165722011948044 -0.0092219231844633178 -0.01134531162520091 -0.013563561335487698 0.0013435543526899353 -0.0037141760637933239 0.026727230057611961 0.0021371579734172233 -0.003660579382665511 0.021522628778203358 -0.01072741623400076 -0.022721463865887213 0.012467924501032058 0.019273209351001297 -0.012170634525592595 -0.016363818311368943 -0.014005939113723741 -0.01640514461752348 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internal_value=-0.00116046 -0.00364277 0.00484929 -0.0101036 -0.0123099 0.000736169 6.98165e-05 -0.00218703 0.00199019 0.017304 -0.00302043 -0.00726869 -0.0151026 -0.00976392 0.00601286 0.00622825 0.00384189 -0.00982688 -0.0148515 -0.0165873 0.0111612 0.0169544 0.0103307 0.0182985 0.010893 -0.0079887 0.010744 0.0150699 0.00295399 0.0137049 internal_weight=4217.14 2985.04 1232.09 1206.28 1088.98 1778.76 883.696 1388.91 897.568 221.465 676.103 518.266 945.211 556.295 143.772 531.799 185.574 491.342 352.957 370.721 389.853 348.398 117.297 91.8339 157.837 127.912 403.887 311.137 138.385 84.8881 internal_count=120000 95288 24712 45052 42377 50236 17048 24760 11028 2444 8584 6638 38915 27849 3462 11088 3800 13732 11576 24049 25476 7664 2675 1941 1946 3624 7464 6780 2156 1526 is_linear=0 shrinkage=0.05 Tree=435 num_leaves=31 num_cat=0 split_feature=456 505 441 458 505 497 505 505 515 286 350 334 437 397 340 311 388 400 479 384 468 505 287 460 521 462 199 376 99 453 split_gain=6.84282 16.5249 13.219 11.8418 16.7427 10.8239 10.4705 11.5996 13.3073 12.8533 11.8143 12.5643 10.4256 15.4355 12.2403 17.0942 11.8369 11.7484 11.2126 11.0153 10.8754 18.5615 13.7982 11.0606 11.5167 13.893 10.4796 10.0759 13.5127 9.94514 threshold=-0.11638656631112097 1.3645501732826235 -0.56479635834693898 -0.32580317556858057 0.69217950105667125 0.39866599440574652 -1.2407486438751218 0.23927853256464007 -0.54656630754470814 -1.3086495995521543 1.0624816417694094 0.17218673974275592 -0.60239678621292103 -0.59899097681045521 -0.0081549696624279005 -0.65311396121978749 -0.54441764950752247 -0.16930305957794187 0.48230843245983129 1.4907259345054629 -0.46230158209800715 0.67766588926315319 -0.30693821609020228 0.21883655339479449 -0.22490864992141721 -0.4756604135036468 -0.36025343835353846 -0.24476715922355649 -0.23544542491436002 0.43743994832038885 decision_type=2 2 2 2 2 2 2 2 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 5 12 -5 -2 -4 10 -9 -10 11 -8 13 16 15 19 -1 -17 29 -15 21 22 -14 24 -22 -26 -23 -3 -29 -18 right_child=1 27 6 4 -6 -7 7 8 9 -11 -12 -13 20 14 -16 17 18 -19 -20 -21 23 26 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0011300858972513761 0.01172409419832773 0.029996267363856112 -0.033053852979095126 -0.0063387876613106636 0.011219113317109179 -0.0012455800844109331 0.0086970151559929553 -0.011994150026310527 0.012278774729783891 -0.0028231072519121487 -0.0027204743682429453 -0.0042313786724146379 0.0048026839764811688 -0.0083663751989793284 0.0056136307225063175 0.0089909175484647035 -0.026985293979195142 -0.0028845427259205957 0.036534990679988583 0.028689411984046304 -0.0077011928616061102 0.02245771054172923 -0.0046256418632270027 0.0020978884701761485 0.0040756564158263443 -0.0037643202395893655 0.0039961260641881574 -0.024461652945589898 0.025943980731631833 0.040493684774967488 leaf_weight=259.02071463456377 488.49555832624901 82.933552501228405 23.707361287990352 1343.0805655664008 150.76829453196842 238.81854314077646 892.65829388448037 326.43132804485504 166.95396709715715 898.83544102939777 595.64375815168023 237.39347631426062 775.48588794178795 553.5375515652122 2168.8334381036111 507.5668570647249 112.90674164146185 352.22955012487364 8.1064871028065664 20.657653111033142 1116.4653594996489 158.84115813457174 776.50179764174391 1192.9867501380795 761.86065036361106 2182.6452900120348 150.45463435674901 25.126788845518604 27.978425414883532 5.5936122352140947 leaf_count=1052 3994 1138 17500 10092 3544 1622 4475 1772 983 4327 2614 1127 3912 2732 11546 2586 555 1754 29 105 5538 1054 4236 8070 3579 18152 1468 208 207 29 internal_value=0.000188647 0.00198912 0.00138522 -0.000383367 -0.00456276 0.00745895 -1.94995e-05 0.000231129 -0.00316237 -0.000451804 0.00297179 0.00597655 0.000178498 0.00222519 0.00324382 -0.000337031 -0.00727708 0.00412036 -0.0198027 -0.00701976 -0.000968089 0.00231478 8.22197e-05 -0.00213206 -0.00337594 -0.00173404 0.0134976 0.0191134 0.00199937 -0.0237264 internal_weight=16602.5 4004.98 3868.94 12597.5 1493.85 727.314 3141.62 3117.92 1392.22 1065.79 1725.7 1130.05 11103.7 3988.45 3602.83 1433.99 385.628 859.796 126.607 574.195 7115.24 1861.28 1551.99 5253.96 4060.97 2944.51 309.296 136.039 53.1052 118.5 internal_count=120000 39967 38414 80033 13636 5616 32798 15298 7082 5310 8216 5602 66397 20388 18723 7177 1665 4340 613 2837 46009 10670 8148 35339 27269 21731 2522 1553 415 584 is_linear=0 shrinkage=0.05 Tree=436 num_leaves=31 num_cat=0 split_feature=509 400 32 410 391 159 431 450 513 291 490 353 193 92 83 230 241 391 266 516 450 124 504 385 408 289 504 50 218 430 split_gain=7.55925 11.0358 12.219 9.50246 11.2359 13.1568 11.0508 11.1415 11.0987 10.7402 8.99628 8.81888 13.8884 11.3761 17.6995 16.3641 13.4309 12.1145 11.6221 13.7533 11.1968 12.5801 10.1595 10.0991 9.90165 9.72424 10.0782 9.65903 9.39639 9.33225 threshold=0.95660114288330089 0.89821070432662975 0.45917421579360967 0.94802722334861766 0.046365061774849899 0.88903006911277782 -0.3944235742092132 0.050018312409520156 -0.038645580410957329 1.5760240554809573 -0.33192810416221613 1.2890424132347109 -0.20315346866846082 0.0069238245487213143 0.14668463170528415 0.19679543375968936 -0.21259185671806333 2.0118155479431157 0.01682456769049168 -0.49620716273784632 -0.72005552053451527 0.032370645552873618 0.88310202956199657 -1.404379606246948 2.0301561355590825 -0.69254222512245167 -0.5651644468307494 0.18303927034139636 0.6285226345062257 -0.14503493160009381 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 3 -3 -2 5 10 7 9 -9 -6 -5 13 22 17 16 -16 18 28 19 -15 23 -22 -13 -18 -17 27 -27 -19 29 -1 right_child=1 2 -4 4 6 -7 -8 8 -10 -11 -12 12 -14 14 15 24 20 25 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0012798776722344187 0.00016290322508775512 -0.02495735225612631 0.0021740701239414506 -0.023911416867310971 -0.014537905576694913 -0.07694063523575137 0.0091653905902876875 0.0041337344232097104 -0.084248841947993869 0.027043713011157614 0.0021123734818013044 -0.0003547062515654231 -0.018578564374214679 0.04545343972482585 0.006105447897315085 -0.0019361578788418298 0.0149151149062434 0.001238119871423557 -0.0095113340225407295 0.0016977234323295523 -0.003899741416695874 -0.013931842244383747 -0.029641226232058778 -0.0028212638400383905 -0.026800624885018578 -0.024214690497108296 0.021580576077440714 -0.072741666314374676 -0.00094126365908850341 0.0062004367250010437 leaf_weight=2269.7638024399494 1585.0778827391623 108.85484956484288 66.485315500322031 98.819998178514652 80.068347695167176 9.1281548261176777 118.06378654739819 5.3908021312672654 9.707865427306384 19.106223589973524 49.462822616507765 753.69820566754788 140.67857634252869 18.103032168262871 1390.8277120178391 570.77806848214823 93.080749724758789 51.540706480882363 245.68129134182527 1408.6235584001406 708.02902598769288 562.09799404119258 30.742906536528608 578.05975123267854 43.031170041562291 12.683716223647933 181.21741289141937 4.7138668538536868 1852.349862365154 1678.6809128827445 leaf_count=14509 20270 926 604 523 407 49 708 22 39 84 330 5736 2322 175 9875 6373 371 378 4458 8678 6054 5739 280 3274 358 398 784 39 11738 14499 internal_value=0.000114903 -0.00262457 -0.0146458 -0.00155402 -0.00854769 -0.0188599 -0.00153443 -0.0126312 -0.0525443 -0.00645757 -0.0152014 0.000583013 -0.00411477 0.000955905 -0.000663537 0.00310314 -0.00275446 0.00246037 0.000526937 0.00225957 -0.00558385 -0.00834416 -0.00151247 -0.000352094 -0.00369151 0.0132351 0.0185482 -0.00499039 0.00199464 0.00337322 internal_weight=14744.5 2150.17 175.34 1974.83 389.748 157.411 232.337 114.273 15.0987 99.1746 148.283 12594.4 925.12 11669.3 5618.31 2004.64 3613.68 6050.95 1672.41 1426.73 1941.27 1270.13 784.441 671.141 613.809 250.156 193.901 56.2546 5800.79 3948.44 internal_count=120000 23962 1530 22432 2162 902 1260 552 61 491 853 96038 8338 87700 45355 16606 28749 42345 13311 8853 15438 11793 6016 3645 6731 1599 1182 417 40746 29008 is_linear=0 shrinkage=0.05 Tree=437 num_leaves=31 num_cat=0 split_feature=264 352 395 473 410 484 466 505 516 453 465 159 318 335 92 306 25 517 512 333 159 479 501 500 264 516 309 507 501 386 split_gain=24.6141 25.5675 19.9587 19.9086 22.0863 18.9529 18.118 16.6834 16.7739 16.2103 15.6193 15.0123 13.1708 15.8155 13.0843 11.897 11.6058 10.9946 11.7173 10.9908 10.6321 9.89933 10.4383 9.60283 9.0939 12.1429 9.17036 8.97063 10.2433 8.83436 threshold=-0.4556118100881576 -0.10288203880190848 0.98661506175994884 0.28976750373840338 -0.49580317735671992 -1.2503451704978941 -0.35392482578754419 0.13582201302051547 -0.06383719295263289 -0.59085211157798756 -0.2161222621798515 -0.75674593448638905 -0.26182198524475092 -0.83620905876159657 0.063972234725952162 0.45511195063591009 -0.23743300884962079 -0.079904846847057329 0.59149277210235607 -0.17144635319709775 0.73466932773590099 -0.53092017769813526 0.60021314024925243 -0.072726853191852556 -0.19472456723451612 0.02797032613307238 0.86533090472221386 0.023948287591338161 0.36725078523159033 -0.55198392271995533 decision_type=2 2 2 2 2 2 2 2 2 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 -1 -2 9 -9 14 -8 24 -13 -14 20 27 23 -10 -19 -11 -7 -4 -23 -3 25 -6 -26 -5 -29 -21 right_child=2 16 21 15 11 7 10 8 17 19 -12 12 13 -15 -16 -17 -18 18 -20 29 -22 22 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.020935702998754663 -0.016132537609831035 -0.030412144386864449 -0.0093151387482112834 -0.026637239240496758 -0.01622635590367073 -0.0021416232930909561 -0.013366428375622935 -0.022785442074973308 -0.017663226479796668 0.0059149001930712498 0.01282333336809135 0.0020452275129584983 -0.0039870785013022695 0.019040969641171301 0.019687730373678262 0.0060939726212375566 0.0021081676336789875 0.029526894666528226 -0.0012118622561409949 -0.0038744399654232365 0.021393831831489376 0.027083544334244626 0.0030002602345056343 -0.013345369088470416 0.016875614193582442 0.0093821036650270934 -0.016287276344325544 0.020372037156497297 -0.016850077899624637 -0.024106979356564587 leaf_weight=115.98958942142781 232.55924229157972 106.32371115038404 33.392942281672731 118.58039969875244 150.81598862376995 217.71605551661924 89.098829566501081 136.01597447664244 69.76765685598366 199.49029422516469 156.90907702117693 310.5269990041852 89.662986834679032 431.86193137505325 204.75614228227641 70.1867534579942 93.289391732832883 40.00988065887941 135.31941072363406 193.30731439602096 61.357365621021017 149.95032764982898 64.998725655372255 379.23834193433868 87.817908486962551 66.428427751234267 27.096774735837243 26.512680964311585 60.013397432077909 75.219245042651892 leaf_count=2859 6899 8481 1061 8917 2358 3530 5486 6637 2375 2814 6746 9146 1394 13612 3088 3925 1661 1176 1550 2575 874 4610 2668 6302 1653 876 633 1252 2555 2287 internal_value=-0.00115186 -0.00511164 0.00255232 0.000822359 0.00291025 -0.0015588 -0.00612591 0.000125 -0.00870994 0.00366825 0.00331607 0.0066292 0.0102173 0.0150723 0.0100872 -0.0116152 -0.0139944 -0.000872269 0.00578701 -0.00295761 0.00302081 0.0158879 0.019829 -0.0170983 -0.00234435 -0.00837215 0.009005 -0.0176996 -0.00537668 -0.00956743 internal_weight=4194.21 2027.8 2166.41 1918.07 1642.78 1448.95 478.567 1332.96 381.113 951.846 246.008 1164.21 832.052 521.525 483.83 275.293 578.851 245.097 175.329 468.017 279.073 248.342 214.949 485.562 332.159 217.244 114.915 205.106 86.5261 268.527 internal_count=120000 46209 73791 65452 48803 29765 19131 26906 11738 15168 12232 29672 24152 15006 7492 16649 16444 5101 2726 7676 4404 8339 7278 14783 5520 3234 2286 12724 3807 4862 is_linear=0 shrinkage=0.05 Tree=438 num_leaves=31 num_cat=0 split_feature=506 515 487 513 504 516 484 522 461 501 423 503 281 437 505 385 272 505 413 435 269 218 500 357 417 152 369 432 308 312 split_gain=6.80737 15.6178 22.0349 13.3431 18.7307 30.4543 16.1507 17.3113 13.8667 13.7119 23.5484 14.7742 15.513 13.6681 16.773 13.3003 13.2471 12.8205 12.6606 11.1191 13.024 14.5982 13.1108 12.2327 11.4446 11.0747 11.0658 10.9342 10.9126 10.8815 threshold=0.0081662526354193705 -0.098812118172645555 0.037432216107845313 0.5375746786594392 -0.2569678127765655 -0.21757870167493817 -0.67423781752586354 0.31291161477565771 1.2453565001487734 0.646814525127411 -0.2515216320753097 0.81748774647712719 -0.27558955550193781 -0.17658676207065579 0.19051560759544375 -0.46868988871574396 0.68024486303329479 0.28286017477512365 -0.32841008901596064 2.265055894851685 0.03724105283617974 0.70357790589332592 -0.40084046125411982 -0.26169981062412256 0.70644557476043712 5.0455567836761483 0.38348737359046942 -0.58562904596328724 -0.52717766165733326 -0.43688988685607905 decision_type=2 2 2 2 2 2 2 2 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 26 9 5 18 7 8 17 11 -11 15 -13 14 29 -1 19 -6 -5 20 21 24 -23 -22 -3 -4 -2 -9 -29 -12 right_child=1 16 25 4 6 -7 -8 27 -10 10 13 12 -14 -15 -16 -17 -18 -19 -20 -21 23 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0042097752896339711 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343.11498473075335 179.01990845706314 96.316659941570833 145.2324099073885 338.61119849063107 188.10467110492755 236.99069740896812 1634.5604588756978 52.64097013353603 2.9668192751705638 91.477786798321176 334.16331532970071 179.75425229524262 165.79072900256142 leaf_count=14639 616 9820 5894 536 1757 1669 8440 1389 263 2756 766 1145 1078 4549 2156 36172 2028 715 527 1010 2338 1056 1762 12003 236 13 434 1749 1548 936 internal_value=0.00018428 -0.00129808 -0.00754183 0.000876687 0.00352139 -0.00645711 0.00492052 0.00111163 -0.00495422 -0.000238425 0.00467409 -0.00111648 0.00885682 0.00882315 0.00488232 -0.00166594 -0.00011198 -0.00740165 0.00716319 0.00067816 0.00117938 0.00405144 0.0122599 -0.00169153 0.00179485 -0.0120842 0.00685552 0.00609315 0.00178682 0.0133934 internal_weight=16582.6 5277.29 841.705 11305.3 3354.27 411.998 2942.28 1431.85 645.203 7951.05 1204.73 6746.32 351.714 891.143 635.383 6394.6 4435.59 580.805 205.309 4092.47 3947.24 1974.07 425.095 1973.17 1548.97 640.111 201.594 786.648 513.918 302.941 internal_count=120000 37210 6957 82790 18593 2732 15861 7421 2735 64197 11163 53034 2223 8407 3858 50811 30253 2472 1063 28225 27215 12874 2818 14341 10056 5907 1050 4686 3297 1702 is_linear=0 shrinkage=0.05 Tree=439 num_leaves=31 num_cat=0 split_feature=452 392 501 497 498 398 516 438 461 463 520 448 420 459 505 522 509 512 428 331 153 500 391 398 503 243 404 474 397 408 split_gain=7.84008 14.1812 14.2324 18.6304 21.9232 18.1838 13.8764 15.8803 14.3072 13.8587 13.7013 14.6123 13.5353 13.4216 13.326 15.866 19.6187 12.4501 15.5019 12.0722 11.7518 11.7057 11.5922 19.7087 16.0472 15.1105 14.8525 12.0343 11.4285 11.2338 threshold=-0.24793565273284909 -0.72125610709190358 0.37111334502696997 -0.24795303493738172 0.59812042117118847 -1.1277221441268919 -0.12528823316097257 1.6787143349647524 -0.60858535766601551 0.11463366821408273 3.5389355421066289 -0.64107713103294361 0.79176628589630138 -0.2041651830077171 0.10226339846849443 0.39431029558181768 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0.051219207457250983 0.0050987231028914249 -0.010040122064252576 0.020903882897930982 0.0052642485107651333 0.0068652673985388048 -0.020130192636740044 -0.0049661644757779252 0.0016922820249746441 -0.029446272001716886 -0.017870816385159555 0.010008461571032932 leaf_weight=161.48934797229595 2810.3182561336143 505.98952413289226 41.286100670695305 151.37878640426788 1339.7383020736743 777.96628455893369 407.62641925047501 193.48596923984587 1440.3579381453746 211.28297696905793 6.3964141495525828 2.9413098804652682 258.48203295841813 292.42034067286295 268.08060027647298 79.848674417822622 317.15007081371732 1548.485059598228 18.790019353153184 187.1768167935661 91.707811964850407 79.213603000331204 1553.5721982742543 1064.8932897587365 135.01753155491315 360.87655925854051 66.682265435083536 57.459516518079909 247.93982085475 51.842086269753054 leaf_count=2673 15910 4246 156 1662 7848 5691 2666 1301 16472 5571 32 20 1233 7886 1518 639 1578 10690 129 1210 2950 519 9255 8323 1201 2888 1026 1863 2535 309 internal_value=0.0001097 0.00139406 0.0028305 0.00463665 0.0025436 0.00865032 -0.000926198 0.000190049 -0.00473623 -0.00130782 0.000637528 0.0241625 -0.00100458 -0.00333774 0.0113634 0.0171629 0.0216536 -0.0023574 0.00750034 -0.00624748 0.00421724 0.0040272 0.000398366 -0.000956791 -0.00329361 0.00386697 0.00393191 -0.0126922 -0.00907132 0.015614 internal_weight=14729.9 6578.43 4757.95 3313.14 2527.57 929.345 8151.47 6303.49 1847.98 1444.81 6110 61.1798 1598.22 1233.53 785.579 438.285 358.436 1820.47 271.987 941.106 253.197 347.294 6048.82 4371.11 2945.34 1425.77 1677.71 124.142 753.929 54.7834 internal_count=120000 58734 42292 20844 16434 7353 61266 42128 19138 21448 40827 361 9081 15877 4410 2373 1734 16442 5752 7991 5623 2037 40466 28322 17111 11211 12144 2889 6781 329 is_linear=0 shrinkage=0.05 Tree=440 num_leaves=31 num_cat=0 split_feature=498 496 452 438 428 347 516 501 303 284 268 427 404 498 498 498 142 454 331 404 410 505 460 343 148 486 394 145 412 315 split_gain=23.6547 25.0695 23.8529 31.7868 28.0051 29.5718 23.7306 18.8207 16.6605 15.8282 19.4314 15.3189 17.9887 17.3883 15.179 16.5191 15.1463 12.2583 12.0721 13.0843 11.7137 11.4768 11.3228 10.8405 10.5243 10.2986 10.5804 10.1102 9.82672 9.34296 threshold=0.771183341741562 -0.12824658304452893 -0.305477425456047 0.31493611633777624 -0.74057090282440174 -0.45742417871952051 -0.35180950164794916 -0.076082088053226457 -0.44216924905776972 -0.66206431388854969 -0.43383559584617609 -0.54964783787727345 -0.40814779698848719 -0.1859001815319061 0.998150795698166 0.87208822369575512 -0.073522955179214464 -0.11954367533326148 -0.010699604172259567 -0.55617776513099659 1.2127446532249453 -0.54120004177093495 0.091265793889760985 -0.84398445487022389 1.5807769298553469 -0.39410735666751856 4.0424492359161386 0.21721822023391726 1.337675988674164 -0.49596527218818659 decision_type=2 2 2 2 2 2 2 2 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 14 4 6 9 22 25 -8 21 17 18 13 -13 -9 15 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60.016645893279929 168.31921719899401 383.80002595513361 142.24657412548549 80.218058292521164 343.28209524013801 212.74550409580115 87.255076844710857 65.380061838019174 40.378807854955085 187.44708815985359 84.166249663103372 57.0256951097399 67.090153745375574 54.367695962428115 299.35695709747961 99.79695237625856 171.52693330752663 29.052351314690895 40.265795379149495 0.57229336234740802 34.593467378988862 0.59610741352662444 52.948478289705236 leaf_count=1047 2244 22357 12654 564 6497 7620 2718 2841 7827 1495 817 5232 5299 1450 19625 1478 2655 1123 464 631 1041 3955 2268 1971 398 1665 132 315 10 1607 internal_value=-0.00112016 -0.0128798 8.30185e-05 0.00395739 -0.00398091 -0.00899608 -0.00146419 0.00246822 0.0115097 0.00357077 0.00833774 0.000462378 0.00512529 -0.00966073 -0.000738812 -0.0101704 -0.00292755 -0.00768814 0.0177503 0.00629489 0.0181212 0.00371906 -0.019981 -0.00160456 -0.00726449 -0.0148154 -0.0223641 0.0016316 0.120995 -0.00148696 internal_weight=4174.95 387.806 3787.15 1939.42 1847.72 1110.72 1128.63 871.619 810.788 737.002 518.107 811.602 556.028 255.574 203.255 137.875 715.843 218.894 266.362 124.116 438.168 372.621 394.88 251.745 528.396 257.016 163.802 134.728 1.1684 93.2143 internal_count=120000 45704 74296 46995 27301 19438 33608 17540 13387 7863 5378 14822 10531 4291 23347 3722 10673 2485 2590 1095 8868 4519 8765 2788 8018 16068 12796 1362 142 3272 is_linear=0 shrinkage=0.05 Tree=441 num_leaves=31 num_cat=0 split_feature=506 515 484 499 498 496 496 408 473 343 507 515 257 505 484 282 360 520 434 445 444 502 364 417 95 505 505 108 384 316 split_gain=6.6209 20.3298 18.567 15.347 16.9585 14.7751 23.1943 17.4421 12.9335 12.4433 12.4232 19.5761 20.8885 13.2143 16.5109 12.0684 12.5865 11.3473 11.271 11.2642 11.143 10.9595 16.7746 12.4968 10.9732 10.8195 13.5506 14.0779 10.343 10.6375 threshold=-0.049955883994698518 -0.30739897489547724 0.50352841615676891 0.43752233684062963 -0.4820170253515243 0.34055569767951971 0.076660376042127623 1.5821546912193301 -0.64438161253929127 1.3266081213951113 -0.40914261341094965 -0.05561156012117862 -0.017179532907903191 0.86440530419349682 -0.12155814468860625 -0.073188181966543184 -0.44132927060127253 3.5389355421066289 -0.76812916994094838 -0.68719148635864247 -0.19429673999547956 -0.42170564830303187 -0.056280348449945443 -0.51822298765182484 -0.79550600051879872 0.53112822771072399 -0.66662633419036854 -0.2669698148965835 -0.43004779517650599 0.51806002855300914 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 17 4 -3 6 18 -7 -5 -10 11 12 25 21 -15 16 -11 -2 -6 -9 -13 22 -12 -24 -23 26 -1 -28 29 -27 right_child=1 3 -4 8 5 7 -8 19 9 15 13 20 -14 14 -16 -17 -18 -19 -20 -21 -22 24 23 -25 -26 28 27 -29 -30 -31 leaf_value=-0.0039635021738327328 -0.017550120513267313 -0.0054609683861083416 0.0035070604381600245 0.0033185211982365635 -0.0071849025610491992 0.014703589688917749 -0.0071357139339033246 0.027155734704996964 -0.0045480877302036191 0.0014681014135476467 0.0056988267344381636 -0.013077328113538816 -0.0048086528685739281 0.0047423754516562793 0.025530742601480829 -0.010196087366606111 0.024800358668670478 -0.062886042408244483 0.013334054810191601 0.14427282529427685 -0.00089294522316601564 0.0057007323198999572 0.023883379325106174 0.085105977902578359 9.6630167291877753e-05 0.015029684626669355 0.0094388272853761987 0.00076814282316892168 -0.0090737091427649779 -0.014992811939478544 leaf_weight=415.44499590623309 235.97258066662471 358.02474885818083 121.8282441580086 894.45951732510002 78.687372279120609 273.48301349621033 309.69670370267704 4.2440552115440369 2835.8376087558863 132.92354957881616 148.0430805280339 466.9581395208952 1296.0630526577152 351.53400730865542 131.53723199584056 85.788008972769603 102.86394351627678 14.692915156483648 435.00364875877858 4.2383450316265208 315.22604559315369 1121.1376018328592 29.213791904505342 11.857405925635247 3962.039445348666 108.25420071801636 1172.3424497003434 781.52869011904113 323.65739825135097 40.310642343945801 leaf_count=6061 3006 2568 643 3771 360 1403 2160 20 21976 747 921 3066 22975 1849 1226 658 701 51 2511 25 1553 5601 163 74 20980 850 6490 4427 2929 235 internal_value=0.000181212 -0.00116449 -0.0124687 -0.000399894 0.00398763 0.00705278 0.00366125 0.0169341 -0.00198579 -0.00349008 0.000923887 -0.000920222 0.000450021 0.00250112 0.0104174 0.00582299 0.0116744 -0.0202515 0.0101804 0.0872566 -0.00817406 0.00177467 0.0135931 0.0418438 0.00133373 0.00285042 0.00422884 0.00597342 -0.00405448 0.00684533 internal_weight=16562.9 5887.74 372.494 5515.25 1463.38 1105.35 823.388 281.965 4051.87 3157.41 10675.1 4919.79 4137.6 5755.36 483.071 321.576 235.787 250.665 513.691 8.4824 782.184 5272.29 189.114 41.0712 5083.18 2841.54 2369.32 1953.87 472.222 148.565 internal_count=120000 40600 3700 36900 9047 6479 5031 1448 27853 24082 79400 48586 43967 30814 3075 2106 1448 3057 2871 45 4619 27739 1158 237 26581 20992 16978 10917 4014 1085 is_linear=0 shrinkage=0.05 Tree=442 num_leaves=31 num_cat=0 split_feature=501 516 495 501 510 371 293 465 490 33 325 417 100 432 394 404 200 264 64 437 509 410 397 500 498 174 415 465 50 508 split_gain=7.6149 23.4329 15.0424 13.0039 15.7922 13.2347 17.7988 12.8527 11.3967 11.0613 11.409 12.9577 10.8075 12.3767 11.1632 10.6745 13.5074 15.5379 10.6184 10.592 11.4083 14.0095 11.0291 10.7919 10.5738 10.3333 10.2634 10.2374 13.3826 9.94903 threshold=0.2367375120520592 -0.43362478911876673 -1.0263541936874387 -0.54479610919952381 -0.72200605273246754 -0.55026036500930775 -0.30006317794322962 0.15630815923213962 0.78364104032516491 0.2000827491283417 -0.32151849567890162 0.92928856611251842 -0.025040086358785626 -0.19939951598644254 -1.4500187039375303 -0.45842783153057093 0.93111607432365429 -0.38499823212623591 1.3847342729568484 3.1064506769180302 0.63428696990013134 2.107377409934998 0.38795769214630133 0.7965853512287141 0.23493663221597674 -0.31549963355064387 0.90462055802345287 2.5062532424926762 -0.24242320656776425 -0.023772425018250939 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 24 -3 9 6 7 -6 19 10 11 -5 14 -14 25 16 17 -1 -16 20 27 23 -23 -22 -2 -10 -12 29 -29 -4 right_child=2 3 8 4 5 -7 -8 -9 12 -11 26 -13 13 -15 18 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.016060737828197863 0.0019576724410371254 -0.030675081445070682 0.0029514574123788249 0.0069484745276776659 -0.0061770095054812513 -0.012601462828284289 -0.030905145217383603 0.0089743523018947294 0.0064398219806141455 -0.016263741175049511 0.024488351823690403 -0.018871390064431726 0.032008206135994997 0.13795197550822988 -0.0047057510342853274 -0.0037093146659917583 0.054444283223434323 -0.0019006617312658444 0.10157000973131816 -0.015281298338675205 -0.0029711327823327516 0 -0.033400050059861346 0.003352091068376405 0.017656105836681587 0.12524070138174101 -0.013973942828051741 -0.017864257556536835 0.0083096735353224271 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0.000543327 0.000161621 0.000308522 -0.00194848 -0.0201305 -0.00143652 0.00979917 0.0660433 0.0184671 0.00139841 -0.00922136 0.00170699 internal_weight=14715.4 2506.67 12208.8 1774.97 1725.11 1278.64 627.643 577.327 11778.2 446.466 384.549 253.737 73.0234 16.637 56.3864 731.696 499.112 483.174 48.9554 11705.1 11595.3 3774.39 102.994 3671.4 430.607 7.43105 130.812 7820.87 220.295 7600.58 internal_count=120000 39830 80170 17758 12558 10930 4729 4301 77446 1628 1361 907 601 128 473 22072 12677 11536 421 76845 74567 30406 483 29923 2724 52 454 44161 1312 42849 is_linear=0 shrinkage=0.05 Tree=443 num_leaves=31 num_cat=0 split_feature=516 392 512 515 398 457 352 516 392 335 330 501 484 464 486 77 514 452 454 470 395 503 521 516 452 479 404 10 418 422 split_gain=23.3061 31.2185 24.5324 23.1428 22.4775 21.2864 21.9324 18.8372 25.1538 18.3529 17.7358 16.2708 15.2596 14.6599 14.6257 13.8844 15.2038 13.3979 12.9965 12.7999 12.4067 11.6849 11.925 11.4926 11.0564 11.0029 10.6722 10.6391 10.6154 10.5943 threshold=-0.021773086860775944 -0.81241735816001881 0.38336907327175146 0.24563037604093554 0.0542239397764206 -0.24980879575014112 -0.35368257761001581 -0.36030450463294977 0.28484649956226354 -0.86179822683334339 -0.27402257919311518 0.22992813587188723 -1.1776688694953916 0.77993145585060131 -0.6556129753589629 -0.4685110449790954 0.91199100017547619 -0.63166341185569752 -0.43806737661361689 -0.49180772900581354 -0.18489541858434674 -0.38590525090694422 0.65942883491516124 -0.2923759371042251 0.87544220685958873 -0.11466493457555769 -0.42738202214241022 0.59269580245018016 -1.1422173976898191 1.4627488851547243 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 -2 9 6 12 10 18 -1 -3 -7 -5 15 -12 29 23 -14 -9 -11 -16 27 -23 -17 -13 -21 -24 -15 -27 -4 right_child=3 2 13 5 -6 11 -8 8 -10 19 14 24 17 21 20 16 -18 -19 -20 25 -22 22 26 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0054955431683824732 0.024071154752769313 -0.018832465309031859 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149.02038729283959 140.43245729140472 52.755443875910714 111.82172324182466 39.106031881645322 260.11562096892158 39.000553230755031 13.212067019660024 16.678488374920562 9.2347308094613236 160.41280406073201 57.888581422739662 leaf_count=2750 4775 16353 15237 1235 8752 1933 6664 1568 3108 1193 1941 7902 2344 172 15246 3175 1278 4547 2665 2102 1539 2718 481 5001 556 835 334 88 2440 1068 internal_value=-0.00109675 -0.00404014 -0.00727735 0.00366781 0.00534393 0.00187555 0.00521867 -6.13486e-05 0.00782713 0.0100419 -0.00824261 -0.00904425 0.0103412 -0.0117308 0.00341466 -0.0142514 -0.0070844 0.0127337 0.0181579 0.0156759 0.00963181 0.000559534 -0.00477438 -0.0113169 -0.0132371 0.0199933 0.014047 0.0277259 0.0284224 -0.0192129 internal_weight=4154.35 2568.61 1910.2 1585.74 658.406 1458.02 1116.66 729.466 371.069 523.365 358.397 341.358 727.908 1180.74 170.408 980.121 401.462 656.433 227.751 384.327 144.614 200.616 167.606 337.806 297.665 314.057 55.7845 33.0099 173.625 578.66 internal_count=120000 90044 71972 29956 18072 25181 14790 42420 7341 9320 35079 10391 8126 29552 18726 25759 9454 6891 4233 6570 16785 3793 3533 8176 8458 5377 815 260 3275 16305 is_linear=0 shrinkage=0.05 Tree=444 num_leaves=31 num_cat=0 split_feature=514 521 402 428 497 490 507 501 446 361 507 262 363 23 455 378 505 410 99 510 130 508 474 284 497 505 255 187 504 76 split_gain=6.5262 6.55551 17.7858 8.45568 19.1687 13.1378 12.9541 12.3745 11.3464 11.2827 11.0678 10.2242 9.97567 9.80806 9.71841 9.68189 9.65745 9.28835 10.6344 9.37281 9.20149 8.80127 8.28938 8.22775 7.80445 8.11165 8.05363 7.74063 7.29422 7.20599 threshold=2.5012621879577641 2.0398434400558476 -0.64538440108299244 -0.96387720108032215 -0.42687170207500452 1.7467505335807803 0.41584284603595739 0.13115307688713077 -0.17904081195592877 0.21520668268203738 1.9381759762763979 4.5994298458099374 0.049249809235334403 0.075938906520605101 1.3495492935180666 0.37017753720283514 -0.072347871959209428 2.3141313791275029 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0.022448571951737002 -0.020362204321212628 0.0052002698716750451 0.055948269433894887 0.049193185019417864 -0.018973495103571252 0.01393536920998955 0.024940366407077558 -0.01130415964171658 -0.044631776163644193 -0.010902717389091335 leaf_weight=294.02434414997697 15.305638100486247 181.30709706665948 9.9136023458559048 7622.5009467926575 779.93582185328705 14.822173126041891 75.692928532298538 85.649713260354474 141.83185500907712 109.22341686114669 75.300295299442951 62.732321324991062 54.77342785242945 26.714226012700237 146.98535089424695 18.863984129391611 326.26497655268759 177.19109401386231 3930.3433139871195 89.838540659751743 171.53987825463992 1791.6621832253877 13.150269240140913 9.0615422090340889 205.08060032263165 39.939753230515635 4.4596274038776746 12.216796459804753 3.9961240440607062 58.064234111021506 leaf_count=1106 389 1024 40 45327 3510 75 4917 440 640 463 631 602 217 255 642 67 1202 789 42392 425 730 9865 45 259 2408 836 22 301 19 362 internal_value=0.000175946 0.000206555 -0.00543733 0.000382459 -0.00259796 -0.00657527 0.000824982 0.00446891 -0.00736734 0.00207065 0.00532527 0.000188024 0.00321617 0.0213696 0.00465936 -0.00607254 0.00753736 7.73354e-05 -0.000135368 0.00929513 -0.00986284 0.00444966 0.0272024 -0.0129467 -0.0145095 0.00225813 -0.0297167 0.0143348 0.0196904 0.00437475 internal_weight=16548.4 16533.1 498.765 16034.3 2071.42 1230.5 13962.9 2076.3 1202.53 251.055 1979.33 11886.6 840.912 102.015 786.139 165.849 620.289 11819.9 11552.8 267.03 951.476 1877.31 27.9724 96.9713 259.394 54.313 14.3732 21.2783 66.7284 239.371 internal_count=120000 119611 4692 114919 8697 5463 106222 16668 5343 1103 11191 89554 3234 886 3017 709 2308 88933 87719 1214 4240 10305 120 5477 3306 898 62 560 621 1386 is_linear=0 shrinkage=0.05 Tree=445 num_leaves=31 num_cat=0 split_feature=510 16 452 504 515 497 493 503 502 505 496 515 522 392 501 371 444 352 312 462 517 491 497 499 497 508 353 356 505 495 split_gain=7.40729 8.61904 8.37757 14.815 19.5953 13.2928 25.6325 21.1993 22.597 15.2292 22.8326 14.3529 25.8779 13.7345 13.1151 15.1582 14.1445 13.2948 12.9378 13.6474 12.9012 16.2392 12.651 14.4513 12.3343 12.3105 11.9671 11.7841 11.4295 10.9359 threshold=1.3438327908515932 -0.72206890583038319 -0.080818116664886461 -0.67780959606170643 -0.40508854389190668 -0.24795303493738172 -0.14148455858230588 -0.47346626222133631 0.97088444232940685 1.0576586127281191 -0.12824658304452893 0.27839414775371557 0.32485105097293859 -0.85985037684440602 0.1597457826137543 2.1499803066253667 0.5027906894683839 -0.55693539977073658 0.19896337389945987 -0.40581399202346796 0.66716027259826671 -0.41156049072742457 1.40180379152298 0.43339996039867407 -0.36082842946052546 -0.42085172235965723 0.14498922973871234 0.82528218626976024 0.082032185047864928 -0.98697009682655323 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 -4 22 7 9 -1 11 13 27 29 -13 -7 16 25 17 -6 19 -10 21 -8 -5 -24 -17 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294.1842304795282 34.034154976252466 199.56001366273267 407.70741730416194 259.67420487705385 3176.6096951354994 25.289828640408814 87.762509484775364 118.87739178957418 196.42306365381228 79.756653131567873 115.49586015593377 518.2178355709475 268.0226819422096 17.089466994686518 47.070230882673059 178.95400960603729 4143.30169841717 62.752920616650954 14.364495105808599 421.60705615201732 839.67787470167968 leaf_count=17542 340 4368 7623 8110 1326 3569 2533 864 1135 158 982 1934 2118 19183 162 335 777 4415 540 752 5859 1711 144 1066 757 24131 427 59 3093 3987 internal_value=0.000107588 -0.0105763 0.000225774 -0.00107881 -0.000824526 0.00132936 2.18937e-05 0.00455616 0.00544236 -0.00212271 0.00850217 0.00815656 0.0138838 -0.00301937 -0.00241189 -0.00155584 -0.0102084 -0.0150619 -0.00402236 -0.000421085 0.00534612 0.00226028 0.00386056 -0.0178772 0.0099943 -0.00229626 0.0143366 -0.0229809 0.00692579 0.0044799 internal_weight=14706.5 160.345 14546.2 6663.96 6587.9 7882.19 5610.51 2271.67 2198.05 3998.88 310.712 1708.61 667.382 3688.17 4921.54 4435.31 486.232 367.354 489.437 409.68 1611.63 1093.42 1666.36 64.1597 266.717 4168.59 262.313 48.3987 689.63 1041.23 internal_count=120000 4708 115292 48846 41223 66446 37574 28872 11330 24378 1626 8903 4052 22752 31903 25385 6518 5741 2427 1887 13196 7337 9320 1210 1092 24293 1409 217 4804 4851 is_linear=0 shrinkage=0.05 Tree=446 num_leaves=31 num_cat=0 split_feature=499 499 503 272 410 516 497 465 445 516 487 404 502 340 451 508 451 257 517 510 364 514 516 425 364 413 439 306 403 422 split_gain=22.9232 25.491 21.2604 22.3836 21.6375 19.7657 18.4379 17.269 19.6916 20.1388 16.5408 14.2474 13.4889 13.2988 11.8772 10.8424 10.0982 9.7643 9.14669 10.2093 8.99345 8.7467 7.99649 8.53053 8.37185 7.84128 7.52335 7.36803 6.89734 6.88565 threshold=0.44043914973735815 0.42196199297904974 0.54463738203048717 2.0310742855072026 -0.7367265224456786 1.9316938519477846 0.3874379843473435 1.360754191875458 -0.61783358454704274 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31.102510649361648 leaf_count=707 795 28343 8685 1166 3773 5746 1488 410 3881 10502 3894 11469 2868 1096 642 653 2279 177 2051 188 2318 921 55 101 32 2065 2477 19783 854 581 internal_value=-0.00108748 -0.0114432 0.000248879 0.00183472 0.00105234 -0.00890475 -0.0111969 0.00323049 0.00215362 0.00676032 -0.00717178 -0.00260327 -0.000585336 -0.00068028 0.0200586 -0.00875473 0.00893782 0.0247883 -0.0168056 -0.00942716 0.00484928 -0.0119438 -0.0172723 -0.019556 0.0180953 0.000835114 -0.00965129 0.015748 0.0279147 -0.0185367 internal_weight=4136.9 473.171 3663.73 3123.26 3020.62 540.469 511.316 2388.65 2245.38 1141.21 631.965 1104.17 252.785 385.08 143.276 168.74 185.569 102.637 379.11 200.474 132.206 158.887 246.885 232.085 14.7996 109.314 199.511 84.0455 110.415 120.836 internal_count=120000 53856 66144 43603 42260 22541 16795 31531 29625 14275 10729 15350 25513 6647 1906 5023 3074 1343 12989 4304 3806 4370 4082 3995 87 2253 3573 20490 1264 3449 is_linear=0 shrinkage=0.05 Tree=447 num_leaves=31 num_cat=0 split_feature=466 460 127 323 336 328 346 316 339 510 275 344 501 443 331 494 426 360 238 339 375 218 506 345 154 515 405 521 516 408 split_gain=6.29795 13.0172 13.7243 9.6347 12.1624 12.1258 11.996 11.015 10.4008 9.96521 9.72672 10.1655 12.8053 10.4317 9.18404 9.09645 8.99657 8.62751 8.59943 8.5687 11.327 8.46668 8.30761 8.42271 8.15073 7.92657 7.80301 7.74873 10.8934 8.79492 threshold=-0.81996765732765187 -0.7833464741706847 -0.1710695996880531 0.41608180105686193 -0.039393950253725045 -0.48846936225891108 1.8983622193336489 -0.27241021394729609 3.0819278955459599 0.74978411197662365 1.412037789821625 0.3982150405645371 -0.70963016152381886 1.6321966052055361 0.54227775335311901 -0.16914334148168561 0.78180390596389782 -0.36930084228515619 4.1563963890075692 0.35059905052185064 -0.40796518325805659 0.11582095548510553 2.8040673732757573 -0.67938411235809315 0.33198852837085729 -0.26308372616767878 -0.90623456239700306 0.35267391800880438 0.1047094687819481 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threshold=1.0904718637466433 0.72277274727821361 -0.58695876598358143 -0.44923065602779383 -0.12225030735135077 -0.31752066314220423 -0.47669321298599238 0.13129426538944247 -0.49803654849529261 0.095348302274942412 0.15461153537034991 -0.36533188819885248 0.333726316690445 1.5775130391120913 0.046054417267441757 -0.1553741171956062 1.6766956448554995 1.2757804989814761 0.43444646894931799 -0.051424989476799958 0.65707689523696911 -0.11783817037940024 -1.3634510040283201 2.4390144348144536 0.9078221619129182 1.5315790176391604 -0.50864854454994191 -1.1558527946472166 1.0541174411773684 -0.21956168860197064 decision_type=2 2 2 2 2 2 2 2 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 2 8 9 10 7 -7 -6 -2 -4 12 -12 -5 15 -15 16 19 24 -19 20 27 -22 -21 28 25 29 -27 -1 -18 -17 right_child=1 -3 3 4 5 6 -8 -9 -10 -11 11 -13 -14 14 -16 17 23 18 -20 22 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0067741037360528507 -0.0058476956143713359 0.010360700732540855 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110.45751576285693 215.41056564101018 1464.0972932565346 866.93489761115052 915.91919281156152 7.5531225017039096 584.66924263042165 59.837622936000116 136.71880888749729 3780.4451433585782 53.387916518782731 630.19399854076619 leaf_count=2085 139 4509 34 2648 1803 131 983 664 380 17 1354 1578 733 6041 2879 16618 1917 335 1288 1134 10385 5074 9004 59 3177 328 805 24422 939 18537 internal_value=0.000106978 0.00273299 0.00102458 0.000122447 -0.000105263 0.00462143 0.013628 0.000282122 0.0174415 0.0644923 -0.00304305 -0.00778155 0.00136795 -0.000377505 -0.0112026 -0.000208841 -0.0012214 0.00176604 -0.0104417 -0.00164842 -0.000915651 -0.00365775 -0.00584559 0.00589015 0.00223871 0.00124385 -0.0114569 0.000620974 0.00682944 0.00202515 internal_weight=14693.5 2290.16 1871.72 1774.6 1768.37 677.141 219.723 457.417 97.111 6.23351 1091.23 526.595 564.635 12403.4 189.736 12213.6 8075.66 4137.98 153.772 7618.96 6487.63 2331.03 1131.33 456.702 3984.21 3399.54 196.556 4156.6 449.149 3202.98 internal_count=120000 14973 10464 9945 9894 3581 1114 2467 519 51 6313 2932 3381 105027 8920 96107 55019 41088 1623 52104 41966 15459 10138 2915 39465 36288 1133 26507 2856 35155 is_linear=0 shrinkage=0.05 Tree=449 num_leaves=31 num_cat=0 split_feature=347 428 418 419 352 495 501 457 336 464 438 399 508 335 412 505 494 438 501 336 454 501 430 305 175 398 398 442 474 465 split_gain=22.5309 35.4337 26.659 28.2403 24.2282 23.3766 26.1616 21.3458 16.961 13.4523 14.1177 17.7399 13.2138 13.4127 12.7899 14.724 12.5122 14.5296 12.125 11.3422 11.1472 13.9059 12.2266 10.9113 10.01 9.79969 10.3396 9.79633 9.57297 9.49841 threshold=-0.45742417871952051 -0.87487342953681935 -0.11514894664287566 -0.34567168354988093 -0.27232648432254786 -0.58541500568389881 0.14064095169305804 -0.2819910049438476 0.088820297271013274 0.84331971406936657 -0.53071361780166615 -0.18475146591663358 -0.34586910903453821 -0.83620905876159657 -0.93149146437644947 0.26783798635005956 -0.20844590663909909 0.90468353033065807 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internal_value=-0.00107805 -0.00480989 0.00258589 0.00644376 0.00283019 -0.00970131 -0.00498366 -0.00775921 0.00405958 -0.00572844 0.00558913 0.0229212 4.13547e-05 0.00323397 0.00918545 0.0128324 -0.00522308 -0.00100514 -0.0102398 0.00951178 0.0119786 0.0159396 -0.000924216 -0.00525115 0.0202303 0.0444833 0.0543379 -0.00772641 -0.00734242 0.0172124 internal_weight=4118.51 2041.01 2077.5 1419.48 1125.07 1315.87 877.677 795.731 725.136 658.018 187.217 72.1725 416.614 369.532 500.562 414.467 509.84 395.863 470.802 615.233 543.68 416.258 127.422 115.044 294.407 41.0423 35.3103 265.554 224.574 340.941 internal_count=120000 52366 67634 31344 22813 43587 32432 30427 8779 36290 10763 935 10424 6779 5449 4368 12571 10385 25527 10242 9067 7649 1418 9828 8531 492 411 7430 3330 3093 is_linear=0 shrinkage=0.05 Tree=450 num_leaves=31 num_cat=0 split_feature=394 500 42 434 492 305 188 405 466 54 453 517 490 497 159 515 499 390 510 436 110 452 474 257 513 343 409 266 497 112 split_gain=6.43202 10.566 13.7988 11.6568 9.87018 11.409 9.89532 9.54925 9.28964 11.5372 9.37408 14.3256 14.212 15.2787 14.4831 13.5826 13.4545 13.4201 13.0769 11.5833 11.1406 10.7038 10.9688 10.0494 11.0379 9.61321 10.2685 13.0247 9.59884 9.51751 threshold=1.6167016029357912 0.59171512722969066 1.8294376134872439 -0.16784052550792691 -0.38959771394729609 -0.094240054488182054 -0.16768120974302289 0.50068020820617687 -0.81996765732765187 -0.04638377204537391 -0.49067367613315577 0.80880317091941845 -0.31752066314220423 0.029109385795891288 -0.084336865693330751 -0.5147154927253722 0.41464507579803472 -0.72570124268531788 0.63950231671333324 -0.52902308106422413 3.8557614088058476 -0.63744178414344776 -0.46874988079071039 -0.022866669110953804 -0.94173473119735707 2.0551937818527226 0.060608303174376495 0.1025483086705208 0.62106195092201244 2.0836818218231206 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 -2 5 6 -5 -6 9 -1 11 12 18 16 -15 23 -14 20 28 -20 -13 29 -23 24 -12 26 27 -17 -10 -19 right_child=1 -3 -4 4 7 -7 -8 -9 10 -11 15 17 13 14 -16 25 -18 21 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0096637941281904095 -0.016019365323318432 0.0028168392799858594 0.017558532994392455 -0.017459767081217003 0.022654227207728504 0.0084373300667412634 0.0029165215548394938 -0.016703204572927916 0.00049736961293084779 0.00060434927181188052 0.018189612546510081 0.0015803188552533571 0.024958148228546393 -0.0036570466490338897 0.011511995065954832 0.0024815434829035285 -0.010881823678763385 0.002553265961387028 0.014015908684495974 0.0026745960904133751 -0.069658174388659816 -0.018428307861842727 -0.0066187559866306396 -0.0088474606712130102 -0.0018648153054352181 0.010365627947295635 -0.00089894555129093267 0.012804111822536553 -0.014893689372011347 -0.029565803369090579 leaf_weight=587.27377253223676 302.16151473391801 460.99969703733223 54.773232872074004 207.45292764098849 59.785857023322023 93.395287897350499 82.988377543631941 20.524424122704659 2496.4683467169525 878.11679000227014 77.598206823371584 574.43902823253302 27.082170021545608 537.19700303583522 222.36128692777129 3017.8069469809561 667.96979548313539 265.29516136687016 345.15581813300378 651.54585274730925 5.4392000027000895 331.87670647917548 487.66409966952051 510.76983640923572 585.7968136559648 348.88663904787973 2142.5832388062117 340.33952020722791 105.48152145699714 25.15665223589167 leaf_count=3640 1686 3073 381 1357 432 427 408 192 11553 4209 5477 3036 166 2565 1024 21613 2839 1755 1656 3684 27 2497 3602 18449 3982 2020 14851 2735 505 159 internal_value=0.000167714 -0.00323291 -0.00663558 -0.00837349 -0.00338284 -0.00672675 -0.0116214 0.0125254 0.000454288 0.00423886 5.10556e-05 -0.00128015 5.1616e-05 -0.0041179 0.000778051 0.00132978 -0.00947476 -0.00526528 0.00173843 0.0066081 0.000891593 -0.00848602 -0.0114089 -0.00357602 0.00047583 0.00231539 0.00180372 0.00352955 -0.000125202 -0.000220645 internal_weight=16514.4 1282.08 821.082 766.308 464.147 383.837 290.441 80.3103 15232.3 1465.39 13766.9 6743.13 5053.26 1454.61 759.558 7023.78 695.052 1689.87 3598.65 996.702 579.878 1109.99 819.541 1174.16 663.395 5849.62 5500.73 3358.15 2601.95 290.452 internal_count=120000 7956 4883 4502 2816 2192 1765 624 112044 7849 104195 35068 23992 6594 3589 69127 3005 11076 17398 5340 3063 8013 6099 27908 9459 41219 39199 24348 12058 1914 is_linear=0 shrinkage=0.05 Tree=451 num_leaves=31 num_cat=0 split_feature=292 222 94 511 501 503 269 248 495 398 459 291 426 515 397 499 496 497 509 497 522 503 335 503 89 390 247 444 259 338 split_gain=7.30934 14.1127 12.6376 11.2122 16.3361 14.3429 13.1575 12.4883 12.1704 12.5836 12.1386 11.9017 14.0607 11.1078 10.9283 10.7334 13.9048 10.6432 10.0865 10.0787 10.3179 12.9736 14.7073 10.9252 10.6962 9.89355 9.26156 9.05813 9.22728 9.85818 threshold=-0.32438196241855616 -0.35141178965568537 0.11143669486045839 -0.96006786823272694 0.17654582858085635 0.43173629045486456 1.351428270339966 1.4238746762275698 -1.0263541936874387 -1.1119058728218076 -0.12457966059446333 -0.19329372048377988 0.13067399710416797 -0.15699402987956998 -1.7118701338768003 0.42429238557815557 0.2885527908802033 -0.17527762055397031 0.55871525406837474 1.3523730635643008 0.96109223365783703 0.36649888753890997 0.69990256428718578 0.5299191176891328 2.6098109483718877 0.067824658006429686 0.1148376762866974 2.2013922929763798 -0.062030680477619164 -0.10389858111739157 decision_type=2 2 2 2 2 2 2 2 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 14 27 11 5 6 13 -7 -6 10 17 12 -1 26 -2 16 -11 -10 -17 20 21 25 -23 -22 -25 -16 -5 28 29 -3 right_child=1 2 -4 4 8 7 -8 -9 9 15 -12 -13 -14 -15 19 18 -18 -19 -20 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.017751779575376644 0.020681469851633365 -0.012098977503470276 0.0010453138764741675 -0.0036749680824217585 0.0092988835928241274 0.0057408569987770905 -0.023041179882333899 -0.040708437028783656 -0.0010599336989508957 0.0018007902936709949 0.0081580383635456097 0.037935722516182269 -0.015774495608439906 -0.016320764704656092 -0.00059572545152778182 0.002493238145695624 0.020425301027869769 -0.011152425208196537 -0.0012265329523701359 -0.020273038673760596 0.01970419181583187 -0.0007356583931768777 0.013714915777037116 -0.0019950019120293953 -0.096727792260174028 -0.011131598911911971 0.023576114905629213 0.0078974440995224597 -0.018699749760513369 -0.00046373900278832151 leaf_weight=92.194099732703762 67.219044027035125 430.21836263024306 506.94681052415399 376.52447768079583 440.74266534659546 300.86423761492188 139.87188619270455 15.084159070509484 537.97414729389129 249.50012458255515 177.27850938064512 38.177657048800029 47.079630017920863 179.96347827051068 693.36457204855105 4812.2974485108862 168.16517539724009 509.9607895554509 2931.101013735577 58.261433202816988 130.20816279295832 470.17449902641238 280.81650259491289 40.684168704348849 3.1272685607546 329.01940249091422 33.870355257764459 77.09965516597731 227.22682925053232 317.14544436360302 leaf_count=359 285 3296 9879 2567 2764 6496 638 189 3129 1945 986 160 239 1442 9205 25848 1196 4555 20998 1052 1033 4029 2344 1120 37 3353 247 351 8146 2112 internal_value=0.000109964 -0.0018357 -0.00543054 0.00074982 0.000545817 -0.00539284 -0.00924525 0.00349525 0.0011786 0.000796676 -0.00392689 0.0132144 0.00637961 -0.0059648 0.000865049 0.00150647 0.00931467 -0.00597665 0.00108455 0.000197416 0.00081342 -0.000324197 0.00466226 0.0124287 -0.00907579 -0.00399198 -0.00140853 -0.00855665 -0.00986414 -0.00716895 internal_weight=14682.2 3631.51 1558.64 11050.6 10873.2 1046.18 730.23 315.948 9827.02 9386.28 1225.21 177.451 139.274 590.358 2072.88 8161.06 417.665 1047.93 7743.4 2005.66 1947.39 1773.37 750.991 174.02 43.8114 1022.38 410.395 1051.69 974.591 747.364 internal_count=120000 46242 23784 73758 73000 11579 4894 6685 61421 58657 8670 758 598 4256 22458 49987 3141 7684 46846 22173 21121 18931 6373 2190 1157 12558 2814 13905 13554 5408 is_linear=0 shrinkage=0.05 Tree=452 num_leaves=31 num_cat=0 split_feature=499 499 400 398 473 452 398 427 362 43 386 391 403 510 428 283 284 278 454 398 452 498 412 505 330 43 514 446 422 18 split_gain=21.9693 24.2 20.7128 25.398 19.5951 22.4327 19.0617 15.2791 15.0756 15.3237 14.8165 14.2594 11.0477 11.01 15.0319 15.2083 10.7282 10.1957 10.0085 10.5809 9.53818 13.5818 9.27908 9.78883 9.17028 10.2252 8.5421 8.23002 8.08417 7.9538 threshold=0.44043914973735815 0.41566883027553564 -0.82623890042304982 -1.1277221441268919 0.077466979622840895 -0.32322685420513148 1.4128196239471438 -0.54964783787727345 -0.041749916970729821 -0.29781518876552576 -0.65267896652221669 0.48433993756771093 -0.55675163865089405 -0.61314499378204335 -0.88229289650917042 -0.52466776967048634 -0.61633485555648793 -0.48624597489833826 -0.092470921576023088 3.4796280860900883 -0.62596839666366566 -0.8515866994857787 -0.3816844373941421 -1.1412518024444578 -0.29380787909030909 -0.36333915591239924 0.73540532588958751 0.61204466223716747 4.4258949756622323 -0.26517374813556666 decision_type=2 2 2 2 2 2 2 2 2 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 18 11 5 8 7 -7 10 -10 -5 13 -6 -4 16 -16 -15 -1 19 20 -2 27 23 -19 -3 -26 -25 -22 -23 -21 right_child=2 24 3 4 12 6 -8 -9 9 -11 -12 -13 -14 14 15 -17 -18 22 -20 29 21 28 -24 26 25 -27 -28 -29 -30 -31 leaf_value=-0.019510646659742736 -0.015754735946117478 -0.030208773592621183 -0.0070841319665073763 0.0080044239378441583 0.0063542387694681644 -0.0023311445870349474 -0.024960956221579279 0.012727624194204135 -0.023205862812404426 -0.0022709836763676636 -0.0092387801888848525 -0.012478904983619634 -0.015311564082694313 0.010253105831503316 -0.0012893388184304583 0.019606373786928751 0.029340427462623511 0.033944190240245364 -0.017613870206663874 0.20260245385634199 0.0061614014639909207 -0.011300961967950014 0.016173956560372738 -0.026351058932894814 -0.026875419847654763 0.0074434262011702189 0.011827099200496913 0.042218789542175457 0.055438326818320206 0.026405410341143649 leaf_weight=50.728254553105216 136.30953298741952 147.72754511024687 71.390956545132212 311.12894403474638 72.4450082006515 230.64703100692714 44.26704015902942 619.02851738492609 168.18297115073074 183.15702716086525 207.53182463295525 67.092755088175181 305.50160384742776 124.59655156685039 227.88919907121453 140.4147390393191 183.98264562571421 12.31749537453288 183.61768601695076 0.93546852131839875 153.94003271922702 180.3120809692482 98.20206274613156 46.24605703051202 42.944010224833619 43.380754663841799 21.144378528988454 17.641322715382557 4.5339826706331214 1.9937313242699009 leaf_count=1672 1536 23117 580 4207 2149 4029 2189 12960 2990 2366 4030 884 14445 790 1789 1639 1292 16285 2693 17 1445 3852 4841 1245 4425 1788 483 178 50 34 internal_value=-0.00107072 -0.0113315 0.000233705 0.00204362 -0.000813246 0.0013981 0.00696241 0.0086342 -0.00431373 -0.0123103 0.00109481 0.00955364 -0.0111448 0.0115372 0.0135094 0.00666667 0.0216555 0.000217431 -0.00763753 -0.00392893 -0.00451043 -0.000193001 0.00587847 -0.00674753 -0.02263 -0.00958267 -0.0142984 0.00992024 -0.00960783 0.089157 internal_weight=4099.23 462.691 3636.54 2957.26 2141.89 1763.94 893.943 849.676 870.001 351.34 518.661 815.367 377.947 748.274 676.883 368.304 308.579 228.638 679.284 495.666 492.737 356.427 177.91 79.7079 234.052 86.3248 67.3904 171.581 184.846 2.9292 internal_count=120000 53856 66144 56339 49365 32771 19178 16989 13593 5356 8237 6974 16594 6090 5510 3428 2082 24526 9805 7112 7061 5525 22854 18013 29330 6213 1728 1623 3902 51 is_linear=0 shrinkage=0.05 Tree=453 num_leaves=31 num_cat=0 split_feature=506 515 492 272 468 305 505 507 515 502 515 340 512 413 435 295 505 81 364 518 377 395 498 504 501 508 352 497 506 447 split_gain=6.18289 19.2559 19.5263 13.5649 13.1475 13.0131 12.435 11.7185 17.189 13.7847 16.5389 12.7718 19.5487 15.1143 13.7239 13.4695 13.5411 12.8479 12.5042 11.5002 10.7356 10.6928 10.2909 10.2831 26.9945 13.7863 15.6692 15.1727 10.6056 10.9782 threshold=-0.049955883994698518 -0.16152920573949811 -0.19421663880348203 0.68024486303329479 0.47458399832248693 0.99598169326782238 0.46429789066314703 -0.41771510243415827 -0.05561156012117862 -0.40735869109630579 0.32834894955158239 0.091400884091854109 0.12677086889743808 1.1505839228630068 -0.38294376432895655 0.14366062730550769 0.81947082281112682 -0.25737686455249781 -0.015832867473363873 2.3969289064407353 2.2686510086059575 -0.74176689982414235 0.25737111270427709 -0.47315289080142969 0.38224689662456518 -0.23870366066694257 -0.14301866292953488 -0.2846106737852096 -0.36656929552555079 -0.13870796561241147 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 -2 -3 5 -4 -5 8 11 10 -9 13 14 17 -13 16 -14 21 -19 -16 -17 -1 -15 24 -11 28 27 -27 -25 -30 right_child=1 3 4 6 -6 -7 -8 9 -10 23 -12 12 15 22 19 20 -18 18 -20 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31 leaf_value=-0.012454744534078304 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57.017918264027685 530.42048502119724 188.07600160954462 6.7393284307327113 26.178412079811096 920.43303052584815 35.663464585319161 1007.0588067648932 157.37490622396581 720.16743014910026 1078.4007186120143 1464.1340400732879 760.97101433738135 317.44515677634627 leaf_count=3136 5138 31859 967 1617 150 102 767 1458 4400 279 275 1703 3367 3509 1999 1800 436 9638 6771 41 105 5170 5894 4673 1852 3382 5358 8020 4374 1760 internal_value=0.000165362 -0.00113723 -0.00856323 -3.12744e-05 0.0114862 0.0229072 -0.00891434 0.00088475 -0.000949893 0.00238659 0.0132202 0.000334243 0.00336869 -0.0022695 -0.00349041 0.00718375 0.0111585 -0.00316819 0.00223432 -0.0105052 0.000112491 -0.00602788 0.0171059 0.00184129 0.0124692 0.00140557 0.00343563 0.000998247 -0.00176804 -0.00521471 internal_weight=16496.4 5866.64 759.793 5106.85 104.414 73.8963 396.384 10629.7 4783.25 5846.48 279.628 4040.35 1866.72 2173.62 666.72 1200 767.711 2077.6 718.496 340.941 432.291 1359.1 96.0237 5566.85 218.676 5348.18 3262.7 2184.3 2085.47 1078.42 internal_count=120000 40600 6357 34243 1219 1069 2384 79400 47969 31431 1733 43569 9451 34118 3743 5708 3803 24715 16409 2040 1905 8306 9403 29698 2131 27567 16760 11402 10807 6134 is_linear=0 shrinkage=0.05 Tree=454 num_leaves=31 num_cat=0 split_feature=409 409 516 426 338 461 364 286 516 503 506 430 522 319 508 259 387 393 430 269 465 497 352 354 67 291 503 502 508 496 split_gain=7.42059 12.0428 12.9039 11.979 11.1448 13.652 12.1041 12.0177 11.4918 12.6977 10.9327 10.882 13.6871 11.2886 10.8323 10.459 12.0315 13.0249 9.94764 9.32714 9.21579 9.00376 8.90896 11.5641 11.3798 14.6253 9.57704 17.1383 14.8266 17.8784 threshold=-0.68233358860015858 0.20212295651435855 -0.42425946891307825 0.43499134480953222 -0.1654398441314697 -0.40103331208229059 -0.20894740521907804 1.9671402573585512 -0.16553859412670133 0.86719170212745678 0.25901018083095556 -0.9930310547351836 0.39431029558181768 0.83994349837303173 0.34844462573528295 -0.12100814655423163 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1022 149 288 290 6433 2335 4546 1925 internal_value=0.000109497 -0.000576627 -0.00202011 -0.0032406 -0.00262975 0.000158216 -0.00285699 0.0058233 -0.00483937 -0.00870401 -0.00188612 0.00137485 -0.00316109 -0.00109314 0.000461265 0.00228096 -0.00263207 0.00162534 -0.0143481 -0.00279962 0.00227535 0.0182656 0.00269529 -0.00486232 -0.0156304 -0.0269786 0.0035329 0.000519451 0.00604381 0.0010468 internal_weight=14668.7 10686.6 6144.27 4787.07 4518.9 1997.01 1302.78 694.23 2521.89 1091.57 1430.32 4542.3 1023.27 907.92 842.064 1357.21 601.604 441.008 160.596 348.198 764.406 92.8095 3519.03 350.46 145.686 87.7462 3168.57 1441.13 1727.45 799.618 internal_count=120000 95142 65572 38240 36273 15533 11059 4474 20740 11707 9033 29570 5421 4525 4145 27332 19643 10041 9602 2890 3796 7151 24149 1749 727 439 22400 9496 12904 6471 is_linear=0 shrinkage=0.05 Tree=455 num_leaves=31 num_cat=0 split_feature=264 352 395 263 410 484 494 408 300 375 505 453 516 319 198 92 453 335 433 447 333 159 517 512 377 493 444 516 479 501 split_gain=21.9366 21.3009 19.4463 20.0323 17.3089 16.0772 15.4846 16.2943 16.7097 14.7045 13.9256 16.1064 14.5017 13.4024 13.8956 12.6094 11.8799 11.4689 10.9263 10.9093 10.4233 10.0763 9.97017 10.8293 9.69738 9.6212 9.57021 8.74249 8.72172 9.81382 threshold=-0.46029269695281977 -0.1359889283776283 0.98661506175994884 -0.13143564015626905 -0.59360575675964344 -1.2503451704978941 0.078814215958118453 -0.54289686679840077 -0.2104251757264137 -0.52563375234603871 0.13582201302051547 -0.59085211157798756 -0.06383719295263289 0.70283889770507824 -0.23575013875961301 0.063972234725952162 -0.63372379541397084 -0.73156827688217152 -0.35868979990482325 2.6452112197875981 -0.17144635319709775 0.73466932773590099 -0.079904846847057329 0.59149277210235607 0.081107445061206832 -0.1634518280625343 0.29577378928661352 0.64727765321731578 -0.53092017769813526 0.60021314024925243 decision_type=2 2 2 2 2 2 2 2 2 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 18 -1 7 -6 -9 16 11 15 -12 14 27 21 -8 -16 -2 -17 -13 -7 -14 -24 -3 -11 -15 -5 -4 -30 right_child=2 24 28 13 6 10 9 8 -10 25 12 20 22 26 17 19 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.02013850487138899 -0.014828635291938334 -0.016286289606693174 -0.0078747912309389372 -0.017694549857255805 0.012034662032575486 -0.0025086130357796902 0.023894919233327545 -0.013564761180042016 0.017856454467865535 -0.023386896182450066 -0.022432733318563769 0.00524349529978144 -0.017720689805050063 0.029507510244533471 -0.018697881805206675 0.017644604484470434 -0.0030987295456134148 0.0034267294680313323 0.0050979749574785755 0.10476071465026422 -0.010326360645478032 0.020886113722158709 0.029047572658151943 -0.0014476758154463901 0.00099426599383147744 0.026213980612631711 -0.0039716120321867361 0.017393737440271683 0.026225732356863658 0.0027237027310750587 leaf_weight=107.52166700619273 155.94291018036893 456.39388744489406 33.96457426683628 298.98118277842877 215.15242205528193 208.1661620119703 58.318551542819478 195.06041661521886 53.820947120373603 10.063124423031693 121.2312660117168 188.76700152701233 64.629870911943726 43.214221511152573 73.946074203384342 195.11231130186934 134.01726016052999 279.69058364885859 122.4768260087003 3.5925295050255945 248.61559736990603 58.906166607164778 37.421356628357898 128.70683180395281 98.0794865564676 214.02459235387505 41.594660260219825 18.651391061837785 150.83783735198085 63.680014475248754 leaf_count=2789 3168 13982 1086 14984 4569 3441 848 3153 1293 196 6413 2720 2270 1592 2641 2985 2623 16684 4197 39 4670 856 1060 1486 2422 5218 4116 1044 4732 2723 internal_value=-0.00106332 -0.00495842 0.00238611 0.000675444 0.00480829 -0.001592 0.00824672 0.00195207 -0.00674535 0.0152469 0 0.00328612 -0.00843654 -0.00565236 -0.00802344 0.00975842 0.00506825 -0.00118941 -0.00604629 0.0192967 -0.00359558 0.00263856 -0.0010553 0.00540482 -0.0132209 0.0239548 0.0130434 -0.0156136 0.0155438 0.0192769 internal_weight=4080.58 1917.14 2163.44 1914.96 1158.88 1362.67 880.457 464.034 248.881 416.424 1255.15 903.16 351.989 756.078 671.269 465.777 192.336 353.637 278.42 198.705 437.383 267.072 230.758 166.128 554.473 224.088 84.8089 317.633 248.482 214.518 internal_count=120000 45133 74867 66326 25265 28729 17900 9015 4446 8885 25940 14711 11229 41061 35353 7321 3471 19325 7365 3024 7390 4297 4816 2546 16404 5414 5708 16028 8541 7455 is_linear=0 shrinkage=0.05 Tree=456 num_leaves=31 num_cat=0 split_feature=456 503 441 492 395 458 503 15 437 437 434 331 429 263 481 474 468 503 287 199 522 473 282 212 496 501 454 503 515 396 split_gain=6.22123 14.6202 11.7818 14.2372 11.6329 10.5592 14.7399 10.1056 9.87666 9.7745 14.8404 13.3776 12.5884 12.097 10.0971 11.8944 9.92155 16.213 12.0006 10.6838 10.3197 12.6715 14.1034 12.2281 11.9973 14.766 11.853 9.70476 11.9707 11.636 threshold=-0.11638656631112097 1.0157070755958559 -0.56479635834693898 -0.43090629577636713 0.010700122918933632 -0.32580317556858057 0.64904704689979564 0.15069133043289187 -0.30015274882316584 -0.60239678621292103 -0.59936177730560292 -0.79823729395866383 0.87379589676857006 -0.37759245932102198 -0.58907300233840931 -0.23447860777378079 -0.46230158209800715 0.65871554613113414 -0.30693821609020228 -0.36025343835353846 0.18294208496809009 -0.49760891497135157 0.25162222981452947 0.24226866662502292 -0.014926825650036333 0.35574768483638769 -0.18500747531652448 0.39375299215316778 -0.54656630754470814 -0.59441903233528126 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 -2 9 -7 8 -3 10 12 13 -1 -12 -13 -16 17 18 -11 -19 24 22 -22 -23 25 -18 -26 -4 -29 -30 right_child=1 7 27 -5 -6 6 -8 -9 -10 16 11 14 -14 -15 15 -17 20 19 -20 -21 21 23 -24 -25 26 -27 -28 28 29 -31 leaf_value=-0.00080054690373221283 0.021442444772483169 -0.0091312655169315075 0.0023764282652088608 -5.2367552128675796e-05 0.0032430653462652472 -0.006058050932049453 0.010282386844208766 0.043155920832018767 0.022472142123137893 0.0045306262427866851 -0.010401030693778573 -0.0010801673094282195 -0.01653813212524425 0.0056680190727856706 0.0089356853005970235 -0.00019549198772763596 -0.0014443962218212815 0.022149248679854794 -0.0042547035035111515 0.0030924658640570741 0.0020755063575528154 -0.005787416570218736 0.019477888354304099 0.0021703195239524769 -0.0050080386068166172 -0.012067704549443843 0.0067753629891204193 -0.012050961904866569 -0.012145179308147071 0.0017883919872498698 leaf_weight=796.2456675611902 215.60660464770626 39.434279149776557 1797.7733013873658 353.52657365379855 149.35791143379174 1324.4660033924301 153.76680578815285 30.892807645781431 65.214860520180082 776.37311379099265 283.76685493509285 495.8389169825241 151.28861516725738 198.88013389136177 1573.690968299954 459.75482274944079 563.5037501892366 151.94333909719717 778.21054369653575 143.86934495528112 864.70439006492961 1159.8895193269709 134.64139785367297 825.6409289752628 514.17640589197981 783.56069709546864 364.67945192981279 299.80526418879163 182.12753512413474 841.75805135746486 leaf_count=3559 1802 256 25964 2923 878 10018 3618 344 1000 3953 1637 2350 651 1292 8512 2387 2579 1023 4273 1421 5280 11547 670 6245 3282 3856 1880 1676 914 4210 internal_value=0.00016135 0.00188437 0.00131306 0.00708534 0.0140112 -0.000386299 -0.00435434 0.0180202 0.0105181 0.000145528 0.00213443 0.00385209 -0.00332005 -0.00376944 0.00530853 0.00686879 -0.000969029 0.00217471 0.000129563 0.012902 -0.00208638 -0.000163095 0.00442684 -0.0024759 -0.00466306 -0.00762791 -0.000112637 -1.41736e-05 -0.00326469 -0.000686156 internal_weight=16474.4 3975.5 3839.96 718.491 364.965 12498.9 1478.23 135.542 104.649 11020.7 3959.47 3011.93 947.534 482.647 2529.28 2033.45 7061.19 1850.4 1554.58 295.813 5210.8 2984.88 999.346 1985.53 2225.92 1347.06 878.856 3121.46 1323.69 1023.89 internal_count=120000 39967 38367 5603 2680 80033 13636 1600 1256 66397 20388 16178 4210 2929 13249 10899 46009 10670 8226 2444 35339 23742 5950 17792 11597 6435 5162 32764 6800 5124 is_linear=0 shrinkage=0.05 Tree=457 num_leaves=31 num_cat=0 split_feature=206 92 86 189 510 277 501 381 197 500 136 501 418 497 311 428 508 286 452 520 452 127 366 362 190 41 217 392 521 466 split_gain=7.15078 12.9661 17.6211 12.0143 11.4104 15.952 16.4837 13.4982 12.9771 11.4054 12.2146 11.397 11.8985 11.1475 11.0379 12.6183 13.2625 10.6914 10.6705 10.4558 10.2365 10.2094 10.237 10.0246 9.96222 10.0904 9.83651 9.69677 9.47261 9.0078 threshold=0.3881844431161881 0.060590753331780441 -0.19675195962190625 -0.18888595700263974 -0.72200605273246754 -0.7283191680908202 0.2932653427124024 0.13494389504194262 -0.15912797302007672 -0.3448051512241363 -0.58821672201156605 0.1930985823273659 0.95175808668136608 -0.60078072547912587 -0.68595823645591725 -0.61677676439285267 -0.34416157007217402 1.2698999643325808 -0.44476179778575892 4.4411437511444101 0.95673474669456493 -0.022304493002593514 -0.61234068870544422 0.96813109517097484 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0.026095113926860803 -0.022153288304529447 0.012037414993020256 0.016049554609693446 0.0026254002981573603 leaf_weight=78.720901299238903 1367.6720240189461 2924.7910435678205 232.56703808371094 279.31439104187302 609.89817361942551 197.12900726866792 10.87816469371319 157.53569243267702 7.477072622627019 102.05477457761299 139.63723280852719 596.00477021897677 89.304557268827921 6.4028767442214294 91.746552113501821 2967.4476219694479 783.69146110594738 17.648014347912977 980.35038974776398 1.9135263487696637 302.30059793277178 47.565214555652346 66.58691144300974 546.50223627325613 550.17596808062808 141.94136417485424 220.6072525439522 117.75334824679885 75.277239734947216 939.82019146901439 leaf_count=4800 9455 22253 4217 2755 6232 2474 40 1129 30 798 966 3648 1036 69 522 19645 5232 84 6562 18 3093 422 1253 2618 5044 1103 6462 507 509 7024 internal_value=0.000102505 -0.000495427 -0.00293582 -0.00976231 0.000676736 0.00684055 -0.0119017 0.00995237 0.0305408 0.00214226 0.00470898 7.11181e-05 -0.00598242 0.00920276 0.000747275 -0.000753266 -0.0060849 -0.000841699 0.00367955 -0.00369169 0.00067283 0.00533845 0.0181433 0.00146066 0.0117823 0.0232987 -0.0142502 0.000676226 -0.00119858 0.00108853 internal_weight=14650.7 11327.7 3676.84 752.05 7650.89 683.646 97.0761 586.57 18.3552 3322.98 1880.03 6967.25 699.203 838.157 6268.04 4145.19 875.438 252.129 2122.86 234.481 3269.75 429.034 114.152 1526.85 698.52 148.344 499.922 314.882 1442.95 1041.87 internal_count=120000 95032 35789 13536 59243 10655 4870 5785 70 24968 15004 48588 7268 7182 41320 28492 5754 4319 12828 4235 22738 4656 1675 9180 6216 1172 9217 2981 9964 7822 is_linear=0 shrinkage=0.05 Tree=458 num_leaves=31 num_cat=0 split_feature=516 505 422 511 415 428 452 512 510 513 516 391 439 473 364 423 439 333 465 497 165 391 479 404 508 501 506 504 424 51 split_gain=21.5996 28.2697 19.283 19.2162 19.2058 17.9608 18.1783 16.9906 17.3355 14.8694 18.3997 13.9148 13.768 13.8505 13.0674 12.3798 12.1419 11.7092 11.549 10.9161 10.8001 10.5155 10.4299 9.82759 10.576 9.67338 9.52477 10.2623 9.51972 9.45025 threshold=0.059172444045543678 -0.027719781734049317 1.4627488851547243 1.2280490994453432 -0.40240204334259028 -0.90627864003181446 -0.18274876475334165 0.73572880029678356 0.029781193472445015 0.5375746786594392 -0.17914846539497373 -0.72940790653228749 -1.0077509284019468 -0.64438161253929127 -0.31955662369728083 -0.038374526426196091 -0.15970996022224423 0.68550163507461559 -0.2528418749570846 -0.79379105567932118 -0.51105740666389454 -0.51423880457878102 -0.49808968603610987 0.40700021386146551 -0.40265259146690363 -0.051640991121530526 0.46627254784107214 0.028773051686584953 -0.796943038702011 -0.11752762645483016 decision_type=2 2 2 2 2 2 2 2 2 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 9 5 19 12 8 26 10 21 17 13 -7 -5 -8 -12 18 -9 -1 -6 -3 -4 -24 -25 -14 27 -2 -20 -13 right_child=7 2 22 14 20 6 15 11 -10 -11 16 29 25 -15 -16 -17 -18 -19 28 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.025984374322943257 0.023345195639539556 -0.0046882323567831227 -0.019307910171358082 -0.012856351469893626 -0.0019227217307080718 -0.020948196410059752 -0.015004763374800948 6.9533706369040828e-05 0.021156625571872929 -0.021977046069926672 0.010140475844006605 -0.011300211065388957 0.028433808429678298 0.0071841251048388212 0.018614796477290741 0.0088609477315992041 -0.023661255826714134 -0.0074651700656269415 -0.0026162714970637837 0.0095529208313757368 0.012924153632906308 -0.022559641816936007 0.0059068639410814264 0.12518442478150635 0.03018228613945419 -0.019986120923964561 0.013018939842750852 -0.016640019805637368 0.027326181411993229 0.0071618543023298968 leaf_weight=23.126009455882013 19.610905228415504 135.97253489753348 23.745947596384212 55.227203485614154 178.41280509685748 64.551195307634771 71.53928980033379 113.52349079353735 248.0399949081766 369.13385909603676 148.15580869617406 283.10543465585215 10.479855889687313 135.01743475580588 81.236058259848505 224.00366000554641 32.216721728385892 103.18321206816472 33.287692429963499 300.02293097903021 386.7404138565762 211.87629711657064 59.850600485340692 3.2610237884800908 27.236413599341176 329.45534020470222 91.517444305354729 84.747009505925234 125.13891885243356 91.3513037544908 leaf_count=321 170 7452 610 1518 7229 962 2203 1175 11453 11066 2578 5324 125 1454 1944 4497 1222 1204 272 2951 21467 16597 1410 84 571 9027 1545 766 1371 1432 internal_value=-0.00102462 -0.00337551 -0.00945435 -0.0116095 0.00067098 -0.00301301 -0.0068892 0.00462663 0.0123776 -0.0142692 -0.0088702 2.86836e-05 -0.0123504 -0.00189627 0.0058416 0.00306397 0.00406561 0.00684061 0.0122876 0.00698699 0.0082288 -0.0155915 0.0100227 0.0177996 0.04088 -0.0184708 0.00123006 -0.00906299 0.0210056 -0.0067822 internal_weight=4064.77 2871.26 1147.91 1033.82 1723.35 1158.2 835.047 1193.51 443.915 897.355 528.221 749.59 539.504 199.569 136.463 295.543 180.373 375.133 271.95 323.149 565.153 347.849 114.094 90.348 30.4974 339.935 195.875 104.358 158.427 374.457 internal_count=120000 95288 45052 42377 50236 21540 18268 24712 13934 38915 27849 10778 11568 2416 3462 6700 3800 4022 2818 3272 28696 24049 2675 2065 655 9152 2481 936 1643 6756 is_linear=0 shrinkage=0.05 Tree=459 num_leaves=31 num_cat=0 split_feature=517 474 520 392 286 59 507 332 521 520 497 498 483 473 357 146 512 18 507 203 240 309 339 203 522 504 512 240 150 456 split_gain=6.13459 14.1355 20.2565 17.3859 10.8518 10.6071 10.7683 10.082 9.59476 12.4067 9.88359 9.53996 10.8844 9.43759 10.7971 10.3699 9.19538 9.1933 10.1859 9.71817 11.0894 9.45665 8.99635 8.93911 8.79805 8.78918 16.3461 8.75607 8.70853 8.59616 threshold=1.4056785702705386 0.48581035435199743 -0.04303059168159961 -0.86506289243698109 0.24900288879871371 -0.17411778867244718 0.52460846304893505 -0.54287192225456227 2.0398434400558476 2.0522580146789555 -0.15772122889757154 -1.8016312122344968 -0.022683271206915375 -0.50458064675331105 0.77463325858116161 0.93306457996368419 0.58336964249610912 -0.44995112717151636 -0.74143457412719715 -0.22810555249452588 -0.048225194215774529 0.79677408933639537 -0.26803103089332575 -0.12438726797699927 1.2887622714042666 -0.70297217369079579 -0.45495271682739252 -0.083561595529317842 0.027270328253507618 -0.44538980722427363 decision_type=2 2 2 2 2 2 2 2 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 -3 -5 6 11 -2 9 17 -10 -4 -13 15 -15 22 -6 18 21 -19 -21 -1 -7 -8 -11 -20 -27 -16 -22 -17 right_child=1 3 5 4 16 13 23 -9 10 24 -12 12 -14 14 27 29 -18 19 25 20 28 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010689606294574489 -0.0080731793690590366 -0.012746578493191796 -0.042375783333399246 0.024067827018597415 -0.021578446929910171 -0.0075189701800529741 -0.0024512030175515413 -0.027633244354459619 0.0138779072494753 0.011040327979741828 -0.012099243923764672 0.0057657777974037113 -0.0074807155187068264 -0.0071845470766905457 -0.025108917464366099 -0.043576140186301848 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2182 33868 4231 81 766 1266 93 1099 36354 26 7523 78 internal_value=0.000156241 -0.00239182 -0.00399969 0.00825693 0.0159003 -0.00176119 0.00144752 -0.0166294 0.000522225 0.000710082 -0.00836461 -0.00229718 -0.00135561 -0.00717489 -0.0139355 -0.00101134 -0.000755164 0.000459486 0.00174831 -0.000841562 -9.35921e-05 -0.0234282 0.00242959 0.00895047 0.00950656 0.00189578 0.00177456 -0.0288263 0.00877373 -0.0262022 internal_weight=16455.5 2064.91 1794.49 270.421 198.462 1524.75 956.803 269.739 14390.6 14093.3 297.261 637.855 623.437 567.949 270.409 297.54 65.1286 13703.6 6886.06 6817.53 5894.4 39.8121 261.687 318.948 389.719 6846.25 6815.56 84.0183 332.515 35.8532 internal_count=120000 16043 12610 3433 2956 9056 5723 3554 103957 100531 3426 3793 3692 3333 1696 1637 435 98713 40146 58567 45622 511 1418 1930 1818 39635 37453 481 11754 219 is_linear=0 shrinkage=0.05 Tree=460 num_leaves=31 num_cat=0 split_feature=409 387 430 498 497 231 443 41 507 70 517 392 273 263 265 486 87 42 203 449 495 413 499 316 467 501 396 418 363 496 split_gain=7.1219 11.2644 15.0224 13.5955 14.5968 14.2265 13.4161 13.6731 13.153 12.5934 12.4039 11.1123 10.6343 10.2497 15.051 15.5377 10.2257 10.1079 12.5314 9.73341 9.54678 9.49156 9.65156 9.33274 9.08154 8.59831 11.6178 8.75131 12.5956 10.1693 threshold=-0.68233358860015858 -0.38336078822612757 -0.11577217280864714 0.6581096649169923 1.5385638475418093 -0.6176919937133788 -0.23475515842437741 -1.0979839563369749 -0.68967533111572255 4.2331755161285409 -0.21223627775907514 -0.69932174682617176 0.15897885710000995 0.093486525118350997 2.5040569305419926 -0.76246476173400868 5.3664815425872812 -0.19508708268404004 -0.042121218517422669 -0.46589787304401392 1.9855647683143618 1.3922556638717654 0.36578546464443212 0.62521651387214672 0.54108038544654857 0.92012986540794384 -0.95846343040466297 1.2214697003364565 -0.41332732141017908 -0.64361864328384388 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 6 8 20 5 -5 7 -2 13 17 16 19 -7 14 -3 -16 -8 23 -19 -12 21 22 -4 -10 -22 27 -27 29 -29 -1 right_child=1 2 3 4 -6 12 10 -9 9 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21 24 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.017120748025847135 0.0036490757541401591 0.01167454610580621 0.032652982898718881 -0.002493548674887245 -0.043136742976970684 0.0024285735405807896 0.0017410578344424341 -0.011405932358479651 -0.0037051354240313183 0.024062646944730898 -0.0047361652307229942 -0.0035472505294984907 0.014849583725640412 -0.0028392806622632473 0.035124912072308147 0.20180753359275877 -0.079156864126861126 0.00053504782784759666 -0.011747018798317592 -0.032858083116092285 0.0038305940919016847 -0.021673733249568616 0.0069777467917548344 0.0033211450475997255 -0.029972360133064393 0.049095401380629317 -0.0352901869222755 -0.0078333209572243826 0.010461079354639644 0.0025263451046797234 leaf_weight=123.93337411963148 190.37100944310077 206.33385882159928 37.602497171028517 1500.1237093773379 19.144777481851634 768.148267452867 1491.3443273024604 716.63558373128762 1490.1301733802538 42.344878143951064 56.894511835125741 531.58887837431394 222.64146923490625 152.20246745439363 4.7298538601025939 1.9844606111291785 3.8141722031868985 309.18022943669348 627.77149271692906 68.227525320544373 46.29310595834977 27.956549730006373 1419.5920996093628 691.35995492138318 34.402530689258128 4.6173158660531035 28.710127888247371 423.43623334041331 120.67554975257372 3275.1052793012641 leaf_count=650 1300 2929 371 7645 89 7825 9472 14262 11396 290 461 7086 3870 2778 56 24 21 2915 5180 804 507 1633 10374 3532 322 24 281 2467 656 20780 internal_value=9.58823e-05 -0.000577343 0.000453064 0.00252089 0.000237964 0.000575061 -0.00313968 -0.00824048 -0.00193582 -0.00297507 -0.000987107 -0.00671591 0.00522598 0.00704228 0.0141232 0.0873614 0.00152606 -0.00334458 -0.00768916 -0.0201246 0.006177 0.00708921 0.00764592 -0.00147602 -0.0105378 0.00190201 -0.0233376 0.00211718 -0.00376554 0.00306044 internal_weight=14637.3 10660.8 7601.94 4075.91 2510.06 2490.91 3058.88 907.007 3526.04 3160.79 2151.87 656.711 990.79 365.251 213.048 6.71431 1495.16 3118.44 936.952 125.122 1565.85 1485.15 1457.19 2181.49 80.6956 3976.48 33.3274 3943.15 544.112 3399.04 internal_count=120000 95142 61736 32636 19429 19340 33406 15562 29100 23313 17844 8351 11695 5787 3009 80 9493 23023 8095 1265 13207 12378 10745 14928 829 24858 305 24553 3123 21430 is_linear=0 shrinkage=0.05 Tree=461 num_leaves=31 num_cat=0 split_feature=498 497 412 386 452 166 427 464 335 506 76 456 396 417 438 445 25 498 498 433 482 443 438 360 390 64 502 377 394 418 split_gain=21.0526 22.4626 21.2776 22.2493 26.9469 24.7885 23.2961 17.7351 16.9512 15.172 15.0899 14.8026 14.2423 12.2526 14.2425 12.1871 12.1827 11.569 15.8433 10.6778 10.5323 11.9465 10.2134 9.61318 9.49254 9.17057 8.99315 8.8094 8.65951 8.61922 threshold=0.771183341741562 -0.11752125248312949 -1.1288225054740904 -0.08342729881405829 -0.305477425456047 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7.2053003176697556 5.503492626710794 9.8505599189084005 1.3779339437605802 3.2403748726937911 leaf_count=4708 1835 23134 7182 14939 4839 4277 4231 718 1576 742 2483 4603 14121 2765 714 63 129 19466 1136 679 1174 204 3188 486 56 98 70 271 50 63 internal_value=-0.000983299 -0.0123953 0.00015494 0.0014095 0.00325342 -0.00150596 0.00837909 -0.00669975 0.0129723 -0.0113783 0.00683308 -0.0092402 0.016931 -0.00768191 0.00346639 -0.0245835 0.00115912 0.000116379 -0.00873347 -0.0208594 -0.000253777 0.0113971 -0.0011487 0.0130899 0.020764 -0.00521025 0.0181118 0.0286792 0.00101694 0.0185922 internal_weight=4046.99 367.348 3679.64 3319.12 2759.96 1430.64 1329.31 881.955 897.248 360.525 548.687 781.889 673.709 559.162 170.546 186.233 374.361 181.115 121.256 194.349 166.176 89.2431 432.065 100.067 70.8176 125.114 59.8584 17.0559 223.539 15.5609 internal_count=120000 45704 74296 66670 47883 19878 28005 12989 19978 7626 6889 11785 15697 18787 3848 23197 4406 22507 2971 5450 2176 1002 8027 1204 798 3134 19536 369 4281 742 is_linear=0 shrinkage=0.05 Tree=462 num_leaves=31 num_cat=0 split_feature=278 394 500 42 443 154 274 404 395 439 512 287 436 322 496 425 432 455 490 238 505 474 510 498 272 516 273 337 486 7 split_gain=6.10865 6.84663 10.3414 12.2698 10.4811 9.96308 9.84554 9.54123 8.89116 8.75511 13.2352 13.986 11.0826 13.1999 15.1022 12.6072 10.9089 10.8745 10.9285 10.7373 10.6445 11.5951 10.0836 14.8411 12.2641 11.8424 10.3581 11.0121 9.80228 11.1827 threshold=6.5440402030944833 1.6167016029357912 0.59171512722969066 1.8294376134872439 -1.2557475566864011 0.10745792090892793 1.3563804626464846 0.8014611303806306 -0.03954042121767997 -0.37426149845123285 0.070438712835311904 -0.0067941893357783547 -0.52188947796821583 -0.51165834069252003 -0.0048367101699113837 -0.65648475289344776 0.49637870490551 -0.72550281882286061 -0.3823446780443191 0.89344945549964916 0.34391832351684576 -0.46874988079071039 0.36708050966262823 0.99114879965782177 -0.54559159278869618 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10.6877 10.6726 10.5654 10.5088 10.1878 10.0126 12.3212 9.88542 9.82664 9.77215 9.65306 threshold=-0.93752920627593983 0.64485850930213939 0.89821070432662975 -0.91063186526298512 -0.15848420560359952 0.18508479744195941 -0.16297544538974759 0.19047607481479648 0.20030192285776141 0.19730724394321444 -1.1933433413505552 -0.39582490921020502 -0.1728611811995506 0.45224949717521673 1.4538440108299258 -0.37478075921535486 -0.22502890229225156 0.98297694325447094 -0.25638031959533686 -0.66959393024444569 -0.97385308146476735 0.92993131279945385 -0.4583751112222671 0.30779796838760382 0.80657395720481884 0.68068295717239391 1.2073885798454287 1.341339707374573 -0.48502539098262781 -0.43761172890663141 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 3 19 13 26 9 8 16 21 11 -11 -12 27 -15 -14 18 -18 -8 28 -21 29 -4 24 -24 -26 -6 -5 -3 -2 right_child=1 2 22 4 5 -7 7 -9 -10 10 12 -13 15 14 -16 -17 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31 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4.2968756324262349 287.2528415259585 779.21561623131856 216.76716018747538 397.32069925448741 7.25347523135133 184.28098258236423 140.25646995217539 138.95056921080686 18.490908461681101 31.378375555388629 5.6247334785293779 132.23331882071216 169.61697577184532 137.78875237840111 1314.3708628725144 leaf_count=13802 10243 538 850 13586 5812 1956 13223 9273 1977 1098 5187 1255 3099 3173 35 2003 10044 1451 3362 76 3611 951 1328 221 264 53 948 1557 1060 7964 internal_value=9.54708e-05 -0.000349479 -0.00265954 -0.00170257 -0.000510579 -0.00685837 0.00054789 -0.00122837 -5.10419e-05 0.00233676 0.00569718 -0.00563201 0.00726166 0.00158339 0.00834201 0.00254826 -0.0010631 -0.00552392 0.000667275 -0.00976583 -0.0183828 -8.45517e-05 -0.012115 -0.0047687 -0.00101973 -0.0241198 -0.00502521 -0.000432707 -0.00216485 -0.000844211 internal_weight=14628.4 12525.5 3505.88 3184.26 2774.79 688.817 9019.66 4524.39 3937.92 4495.27 1883.37 228.103 1655.26 2085.97 479.774 791.177 3560.9 995.983 2564.91 409.471 191.534 2611.9 321.625 194.445 175.954 37.0031 640.174 1606.2 217.936 2471.65 internal_count=120000 106198 35068 32352 27067 8716 71130 39330 30057 31800 12642 2353 10289 18351 3208 5102 28080 11495 16585 5285 3687 19158 2716 1866 1645 317 6760 15143 1598 18207 is_linear=0 shrinkage=0.05 Tree=464 num_leaves=31 num_cat=0 split_feature=413 319 463 175 438 510 501 454 433 483 392 358 331 486 418 490 452 454 323 357 506 457 522 92 521 505 501 442 507 418 split_gain=20.5749 33.7503 20.8384 16.9038 24.3458 16.8476 15.9761 22.2164 15.9626 14.0732 15.6393 13.3058 11.9524 12.7838 12.0531 11.4264 11.0738 10.5691 10.8816 10.353 10.3432 16.7278 15.401 13.4141 13.0905 10.2048 9.472 9.30438 9.23164 9.18623 threshold=-0.81115323305129994 -0.31154425442218775 -0.16102939844131467 -0.6496937870979308 -0.50163906812667836 -0.72200605273246754 0.24311848729848864 -0.13649859279394147 -0.50954437255859364 -0.042705681174993508 -0.91335958242416371 -0.3859430849552154 -0.34506368637084955 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2677 323 2730 672 2171 6058 4634 2189 594 1656 1177 284 430 815 4435 7007 2643 1648 internal_value=-0.000981004 -0.00388726 0.00405184 0.00980917 0.0154726 0.0034104 -0.00826712 0.00121655 0.00504289 -0.0109569 -0.0169973 -0.00643912 0.0104776 0.00495393 0.0182267 0.00426842 -0.00356676 -0.00616037 -0.000918455 -0.00285792 0 0.00572889 0.0140676 0.0310768 -0.00596965 -0.00349124 0.00428821 0.0236539 -0.00956252 -0.00225952 internal_weight=4029.94 2425.73 862.035 556.898 391.495 1604.21 1563.69 345.102 1456.82 1218.59 538.779 305.137 700.914 409.691 291.222 74.1361 165.403 679.81 399.155 229.399 755.905 385.918 235.184 84.9677 369.987 117.826 285.157 273.669 100.903 320.647 internal_count=120000 100292 48134 36295 31736 19708 52158 7329 17833 44829 22370 11839 8688 5189 3499 3217 4559 22459 16401 2512 9145 3711 2055 878 5434 21981 9069 9755 3458 5004 is_linear=0 shrinkage=0.05 Tree=465 num_leaves=31 num_cat=0 split_feature=516 240 505 117 240 243 77 509 54 455 365 264 105 74 499 510 500 517 389 277 460 418 514 120 32 5 434 209 446 501 split_gain=6.05208 6.03814 9.69641 9.83976 9.62959 12.3592 11.068 9.11095 16.3722 12.6813 12.6441 12.4839 10.877 9.66347 9.18177 9.8549 11.2794 10.5503 9.0348 9.019 12.3321 10.5818 8.99177 8.28172 8.21462 10.3119 8.0864 7.8368 9.28036 8.81247 threshold=2.1909917593002324 -0.048225194215774529 0.86440530419349682 -0.47868973016738886 -0.16578980535268781 -0.43496137857437128 -0.2678671777248382 -0.51641160249710072 -0.13515384495258329 -0.71228390932083119 -0.12022316083312033 -0.40283909440040583 0.15776257216930392 0.20582953840494159 0.37289343774318701 -0.33242544531822199 0.66146475076675426 1.3943279981613161 0.038581227883696563 1.2218905091285708 0.98134711384773265 0.4271079301834107 1.0000000180025095e-35 0.46447762846946722 0.82652226090431224 0.33413890004158026 -0.83536586165428151 -0.2202588468790054 -0.72845986485481251 -0.58925053477287281 decision_type=2 2 2 2 2 2 2 2 2 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 27 -4 7 18 19 8 9 10 -1 23 -13 -11 22 16 -16 -17 26 21 -21 -7 -9 -10 25 -8 -6 -3 -29 -30 right_child=-2 2 3 -5 5 6 24 14 11 13 -12 12 -14 -15 15 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.022126796824812573 -0.026790725478209432 -0.0045974761869143213 -0.0077434720154806354 0.027642999988017943 -0.028654227838864454 -0.010742144694642148 0.00041699958726709767 0.020793589382955977 -7.4567952989603226e-05 0.03425548599609593 0.015490023306596859 0.014082595169624783 -0.010268277898341263 0.011984803040690611 -0.0078357704160995703 0.001181623243813568 0.0015022797993452736 -0.0032175215928433734 -0.032458641872574447 -0.025749597368409913 0.028876446439983196 0.0044837261718077151 -0.016867164082577699 -0.018547006839564398 -0.027535442099439356 0.018436281358485771 0.0043320304434026711 -0.004269753433957039 -0.020115882070868743 0.017281960369733694 leaf_weight=39.35081821680069 20.716929020680254 236.28211493592244 25.841673107788665 78.797980102215661 28.106005202993401 273.59791799141385 578.48658908923971 17.806666233576834 894.13713902031304 87.012310537626036 51.371738186862785 271.88272332971974 54.839770639024209 113.1633160635829 783.32975296746008 9700.0861160455097 549.32020074105822 1585.2221034921677 60.998859159153653 101.18428294267505 11.338558559305964 195.07811093868804 132.25930315928417 65.037428370211273 22.805958848097362 92.048379982050392 53.828484810568625 107.00781699595973 17.065215481256018 179.29397463845089 leaf_count=170 6058 3013 504 1296 227 1585 4590 149 3193 339 196 1748 605 444 3421 57514 2364 11728 341 392 41 837 1639 222 238 1223 636 653 12859 1775 internal_value=0.000150176 0.000184663 0.0049287 0.0188572 -8.96424e-06 -0.00394059 -0.00237187 0.000379213 0.00396487 0.0146767 -0.00077758 0.00153678 0.00997816 0.0217027 -6.3237e-05 8.26406e-05 -0.00398304 0.000563219 -0.0178825 -0.00746209 -0.02018 -0.00439437 -0.0123542 -0.00133412 0.00188829 0.00290045 -0.00694344 0.00221566 0.00753842 0.0139977 internal_weight=16427.3 16406.6 644.289 104.64 15762.3 1417.47 1274.54 14344.8 1576.8 290.898 90.7226 1285.9 326.722 200.176 12768 12618 1332.65 11285.3 142.933 581.199 112.523 468.676 150.066 959.175 693.341 670.535 81.9345 539.649 303.367 196.359 internal_count=120000 113942 20100 1800 93842 10110 8906 83732 6917 1149 366 5768 2353 783 76815 75027 5785 69242 1204 2855 433 2422 1788 3415 6051 5813 863 18300 15287 14634 is_linear=0 shrinkage=0.05 Tree=466 num_leaves=31 num_cat=0 split_feature=292 222 94 464 511 501 503 269 248 291 430 408 495 398 459 515 499 497 497 363 247 191 509 517 356 237 497 257 498 336 split_gain=7.07554 12.9405 11.9836 10.4733 9.62506 14.8977 13.1897 12.3087 11.6024 10.9379 13.0793 13.4008 10.8506 11.2841 11.4401 10.3645 10.0973 11.3967 9.68552 8.93021 8.6868 8.60513 8.55843 8.50258 11.754 8.83755 8.39129 8.89273 8.39066 11.2734 threshold=-0.32438196241855616 -0.35141178965568537 0.11143669486045839 -1.1390978693962095 -0.96006786823272694 0.17654582858085635 0.43173629045486456 1.351428270339966 1.4238746762275698 -0.19329372048377988 -0.28015235066413874 -1.037774860858917 -1.0263541936874387 -1.1119058728218076 -0.0060740504413843146 -0.15699402987956998 0.42429238557815557 0.63907083868980419 -0.17527762055397031 0.21154396981000903 0.1148376762866974 0.096224252134561553 0.55871525406837474 1.884487569332123 1.2953485846519472 5.221949815750123 1.843544661998749 -0.017179532907903191 0.64353805780410778 -0.067036531865596757 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 -2 9 6 7 15 19 10 11 -1 28 14 18 20 17 -15 -14 -8 -6 -21 -18 25 -25 -4 27 -5 29 -7 right_child=1 2 23 26 5 12 8 -9 -10 -11 -12 -13 13 16 -16 -17 22 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.014158749378961355 0.011551177963883622 -0.0083322398029524163 0.001555010863947095 -0.0026882327277050438 -0.0035006377262358835 -0.0023987082324915016 0.0085946223885443162 -0.022287183589507112 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29.287197930767434 686.59150570278871 140.75524669140577 92.271224600030109 leaf_count=251 2517 13905 9698 10333 2567 1472 4895 638 189 160 172 175 3321 1945 439 1442 25848 1196 4910 1393 247 208 20998 53 11 117 553 9055 719 573 internal_value=9.70387e-05 -0.00182463 -0.00527865 0.000770451 0.000726958 0.000537379 -0.00515357 -0.00886403 0.00338905 0.0122856 0.00573585 -0.00524485 0.00114179 0.000780145 -0.00370472 -0.00568656 0.00145284 0.00904978 -0.00501243 0.0055692 -0.00129123 -0.0191289 0.00104356 0.00105091 0.0673517 0.000403755 -0.000406766 1.70054e-05 0.0088139 0.00405667 internal_weight=14617.2 3606.58 1548.02 2058.57 11010.6 10833.4 1039.24 724.944 314.296 177.148 139.12 91.7039 9794.21 9354.04 1219.01 586.601 8135.03 415.136 1136.62 299.165 408.93 32.4089 7719.89 503.264 4.69053 498.573 1855.58 1826.29 440.165 299.41 internal_count=120000 46242 23784 22458 73758 73000 11579 4894 6685 758 598 426 61421 58657 8670 4256 49987 3141 8231 6496 2814 1601 46846 9879 64 9815 19941 19388 2764 2045 is_linear=0 shrinkage=0.05 Tree=467 num_leaves=31 num_cat=0 split_feature=516 335 513 517 516 392 513 508 430 522 387 505 279 505 137 502 404 511 444 514 438 466 397 302 430 507 159 496 370 122 split_gain=20.8252 23.5039 21.3508 31.9003 20.3618 18.6451 19.7931 17.7174 15.568 15.4332 15.844 15.2755 13.7907 13.2385 13.2029 13.1615 12.4959 11.6703 11.577 11.4319 11.2931 11.287 10.8645 10.2973 10.0508 10.4617 9.57441 9.30699 8.62766 8.29578 threshold=-0.16553859412670133 -0.79011526703834523 0.514366775751114 0.12387203797698022 0.29773791134357458 -0.81241735816001881 0.10295076668262483 -0.23191603273153302 0.069270901381969466 0.67233827710151683 -0.45661228895187372 -0.71774646639823902 1.0890480875968935 -0.50445321202278126 -0.54563498497009266 -0.5580523908138274 -0.41469204425811762 1.3795545101165774 -0.1413232013583183 0.55881962180137645 -0.120797261595726 0.031943311914801605 0.41493684053421026 -0.47064626216888422 -0.34781238436698908 0.58362576365470897 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0.023212328137229121 -0.00037704079104914929 -0.02563450360755077 leaf_weight=141.73620203940663 158.23742441419745 57.127803569950629 106.80196712748148 132.98073094710708 161.53020556492265 92.160856520378729 43.232347481534816 33.455120115308091 43.006672485440504 30.399509337701602 158.00523951838841 994.74010631174315 54.847563989809714 264.77252968813991 99.464416017523035 434.56489529594546 32.305915024102433 47.777643502922729 29.949612865108065 8.874760519480331 104.20335955836345 49.568146571808029 34.431635222426848 110.48354669188848 135.92921125836438 199.47279336355859 43.9308863679762 138.33188191457884 33.444597980007529 37.142960095894523 leaf_count=2234 3897 2947 2165 1127 2237 2336 1169 229 1706 553 18568 15852 665 15526 3722 13720 640 918 896 267 1446 687 2090 9298 4591 4523 838 2592 206 2355 internal_value=-0.000969458 -0.00515059 0.00213247 0.0112139 -0.000416831 -0.0016099 -0.0052732 -0.00370796 0.0197017 0.00325161 0.00034929 -0.00571092 -0.00712869 -0.0148702 0.00854106 -0.0115648 0.0253776 -0.00841801 0.0132998 0.00514311 0.0146729 -0.00481134 0 0.00961467 0.00818862 0.012554 0.0207723 0.0148236 0.0174462 -0.00725243 internal_weight=4012.91 1709.8 2303.11 505.166 1797.95 1253.72 921.652 1301.02 346.928 391.049 360.65 1164.27 1097.37 456.077 332.067 530.603 269.49 1042.52 136.752 96.038 136.509 191.304 77.4383 202.644 496.932 361.003 52.8056 237.796 66.8997 94.2708 internal_count=120000 76812 43188 10906 32282 58365 46749 20931 7009 30755 30202 17870 17435 18447 11616 15994 3213 16770 3061 2274 2086 2921 3796 11634 11351 6760 1105 6314 435 5302 is_linear=0 shrinkage=0.05 Tree=468 num_leaves=31 num_cat=0 split_feature=514 506 499 497 343 300 389 429 322 522 516 520 461 512 420 338 513 504 403 503 416 466 472 505 502 521 385 513 465 86 split_gain=5.88818 5.93432 13.1347 15.2259 13.8546 13.4401 12.6737 12.8406 11.1892 10.3949 19.9857 26.4951 17.7127 12.2329 12.0997 19.2718 11.9951 10.9798 11.2725 10.4532 10.2081 10.1564 9.70564 9.54325 20.1493 9.6873 9.50133 11.6465 10.599 9.36484 threshold=3.0310194492340092 -0.049955883994698518 0.43752233684062963 -0.40076336264610285 1.3266081213951113 0.57904672622680675 -0.53376093506813038 -0.35065212845802302 -0.48377393186092371 0.18294208496809009 -0.23225586116313932 -0.10033164173364638 0.17426800727844241 0.63956362009048473 1.8308646678924563 -0.18885134905576703 0.70587563514709484 -0.2569678127765655 -0.50983238220214833 0.35781116783618933 -0.4748214185237884 -0.75635522603988636 0.5245768427848817 0.21717046201229098 -0.21904972940683362 0.81500595808029186 -0.87207764387130726 0.29714231193065649 2.2580622434616093 -0.01376703195273876 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 -3 5 6 29 7 -5 -8 10 14 12 13 -12 26 -16 23 -18 20 -13 -19 -14 -17 24 -11 -26 28 -28 -1 -4 right_child=-2 2 3 4 -6 -7 8 -9 -10 16 11 19 21 -15 15 22 17 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0045562702656800243 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67.622390622040257 195.02559264982119 531.24936154612806 53.388541355729103 200.66502446494997 168.43582395801786 24.339281457941979 1342.4504417340795 623.59250582987443 391.93234048364684 3110.8423878201138 992.41978138801642 60.230024731252342 126.20674416422844 leaf_count=5632 285 9692 4761 1648 2451 361 10539 2961 7341 2467 1377 772 324 1540 949 640 611 1024 3444 242 1522 691 101 8386 3614 2038 38846 4577 359 805 internal_value=0.000146598 0.000169737 -0.00110887 -0.00254877 -0.00417706 0.00292758 -0.00528788 -0.0110225 -0.00340778 0.000877141 -0.000283548 -0.00661113 -0.00302112 -0.00755362 0.000873101 0.00930174 0.00299559 0.00770105 0.00912325 -0.0241357 0.00271759 0.00812994 -0.00275036 0.00128921 0.00417306 0.000464918 0.000249893 0.00141979 -0.00353171 0.00443575 internal_weight=16412.8 16403.4 5840.23 4267.79 3290.39 977.401 2945.64 726.508 2219.13 10563.2 6822.75 1055.02 875.971 623.16 5767.73 396.452 3740.42 994.562 926.94 179.045 395.691 252.811 180.198 2745.86 1403.41 1015.52 5371.28 4103.26 1268.02 917.135 internal_count=120000 119715 40559 30867 24940 5927 22489 4609 17880 79156 56050 4946 3932 2917 51104 1690 23106 6601 5990 1014 2546 1015 741 16505 8119 5652 49414 43423 5991 5566 is_linear=0 shrinkage=0.05 Tree=469 num_leaves=31 num_cat=0 split_feature=333 500 277 509 195 395 265 377 448 344 370 12 91 473 261 309 452 507 510 453 493 392 436 266 500 81 253 506 434 505 split_gain=6.77922 9.45989 8.80329 9.14916 8.90372 8.61566 13.6725 11.7247 11.9444 11.8294 9.39368 10.048 8.75596 8.56559 13.4596 10.8012 8.52806 10.4966 15.7106 13.6608 9.93684 9.52967 10.2571 9.63035 10.6295 12.7483 11.823 9.51949 12.2013 10.7409 threshold=1.0904718637466433 1.1996878385543825 0.098196312785148634 -0.93487331271171559 0.34213452041149145 1.2891511321067812 1.1125763654708865 0.01497970335185528 -0.51691636443138111 0.062953192740678801 -1.2585033178329466 0.33267870545387274 -0.22121663391590116 0.58644458651542675 2.6733332872390752 1.0206379294395449 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6139 8107 9265 4196 internal_value=9.79895e-05 0.00260567 0.00194383 -0.00013831 0.00677515 -0.000364359 -0.0051014 -0.00649052 -0.00366394 -0.00984841 0.00332591 0.00711461 -0.012722 -0.000449213 0.00834319 -0.0397544 3.9082e-06 -0.00115716 -0.00313224 -0.00894677 -0.0074323 0.00160858 -0.00260401 0.00278545 0.00324151 0.00544834 -6.38357e-05 0.000843875 -0.00173738 -0.00455908 internal_weight=14607.8 2275.64 2184.4 1525.87 658.535 12332.2 890.461 848.159 689.842 366.365 323.477 270.396 332.573 1516.39 233.933 13.5558 11441.7 6636.65 3341.22 862.097 815.521 4805.08 1048.31 3756.77 3639.27 2183.14 1456.13 3295.43 1712.75 1184.13 internal_count=120000 14973 14309 9854 4455 105027 8792 8466 6969 3246 3723 3270 2943 9810 1880 109 96235 49896 23912 11441 10630 46339 10882 35457 24421 16243 8178 25984 17877 13461 is_linear=0 shrinkage=0.05 Tree=470 num_leaves=31 num_cat=0 split_feature=501 398 400 352 395 283 465 452 473 398 305 284 404 369 423 357 333 445 452 430 462 323 423 277 416 494 506 284 59 515 split_gain=20.1378 25.5922 25.2693 21.2338 18.3537 17.5192 14.5018 14.3429 19.6155 14.0688 13.774 13.2124 14.0133 11.9046 11.7512 11.7384 11.6053 11.6052 11.0133 10.8996 10.7676 10.7619 10.5244 10.5713 10.3172 10.1925 9.54495 9.49587 9.26543 8.95488 threshold=-0.076082088053226457 -0.54342192411422718 -0.94422250986099232 -0.27232648432254786 -0.11768945306539534 -0.60840234160423268 0.47243678569793707 -0.27389921247959131 1.0000000180025095e-35 1.3652254939079287 0.17546628415584567 -0.70259132981300343 -0.71908923983573902 0.51603615283966076 0.59094363451004039 1.2606577277183535 -0.85669046640396107 0.014135362580418588 -1.5709572434425352 -0.44578592479228968 2.509763360023499 -0.14960292726755139 -0.57959824800491322 -1.0045745968818662 0.051199436187744148 -0.2801820039749145 0.23175379633903506 -0.51363638043403614 -0.026470020413398739 2.7018429040908818 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 26 5 10 11 14 16 9 21 22 17 -13 15 19 -7 18 -4 -3 -5 28 -9 23 -1 -24 -16 -2 -23 -18 -10 right_child=1 7 3 6 -6 13 -8 8 29 -11 -12 12 -14 -15 25 -17 20 -19 -20 -21 -22 27 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.04371321428950576 -0.018292377216857624 0.17447900550481507 9.3969096106939404e-05 -0.0066085676791847172 0.034799335806882221 0.022419166202599244 0.0096198196623320485 -0.0038161515544128995 -0.015721809503805691 -0.021914439072551434 0.029526626305354173 0.018092406476296806 0.0013611075240324922 -0.0028795724868240936 -0.024011223897965898 -0.0030689413977825139 -0.019892359363816697 -0.022761872638385253 0.0046364371269139578 -0.025685197065883937 0.17992916909761647 -0.00027163434850459767 0.005478428412894228 -0.012311469726558335 0.073280017631684582 0.0081813077142066214 2.1110044996089821e-05 0.017451017450735774 -0.005898334474631302 0.034468434877224098 leaf_weight=8.9315903027309087 200.59848650021013 0.87203874043188889 243.88216242723865 207.62252214294858 67.677478546131169 322.8903405633173 153.18755710334517 218.11130522037274 261.33809873883729 54.516274085268378 43.286746417317772 204.29300538974348 324.69577051664237 75.144040321523789 29.588270284119062 52.098923266166821 375.5275530272047 71.652600234956481 62.525950542185456 118.01611261605285 0.60260132746770878 122.53259259296465 18.955656300968261 119.11216801824048 7.9949918067723038 142.17520345310913 109.38121592497919 194.85904488217784 174.49655907589477 9.0485887323738989 leaf_count=4991 3472 13 3501 2614 6037 5083 2598 7092 17342 3179 1113 1933 3691 1106 513 673 14580 982 1786 4430 34 3139 443 14862 178 3005 1136 3905 5342 1227 internal_value=-0.000961663 -0.00191083 0.00143628 0.00355115 0.0123258 0.00725546 -0.00381263 -0.00703356 -0.00285952 0.00224414 0.00461628 0.00300104 0.00783431 0.0152239 -0.00796065 0.0188648 -0.0128729 -0.00508593 0.00732246 -0.0135433 -0.0152081 0.00471654 -0.00232298 -0.00833343 0.0259734 0.00259593 -0.0118161 0.0105953 -0.0154637 -0.0140116 internal_weight=3995.62 3729.66 2255.23 1945.25 265.959 1294.66 650.59 1474.43 860.406 590.019 198.281 844.524 528.989 450.133 497.402 374.989 614.025 315.535 63.398 325.639 550.627 535.503 154.994 128.044 26.9506 171.763 309.98 317.392 550.024 270.387 internal_count=120000 92376 34737 30129 27624 16969 13160 57639 35884 17315 21587 10107 5624 6862 10562 5756 21755 4483 1799 7044 19956 14136 20474 19853 621 3518 4608 7044 19922 18569 is_linear=0 shrinkage=0.05 Tree=471 num_leaves=31 num_cat=0 split_feature=372 8 328 505 506 393 506 120 212 262 327 331 392 513 364 398 329 318 324 437 452 338 434 423 363 502 407 392 404 467 split_gain=5.89231 16.3418 11.1979 8.12175 7.99634 7.66029 7.32546 9.79542 8.49574 7.2862 7.21266 7.17428 16.0661 10.9176 9.28844 9.68321 9.80943 8.44431 7.62709 7.58373 10.3813 9.47771 11.7878 9.58648 9.26598 11.6755 10.4903 8.08143 9.57685 7.237 threshold=2.7113265991210942 0.43350246548652654 1.1674246788024905 0.42332151532173162 -0.65856060385704029 -0.36053304374217982 -0.581995129585266 -0.83473679423332203 -0.25819109380245203 6.1273374557495126 0.12893772125244143 -1.0192398428916929 0.41522003710269934 -0.37874114513397211 -0.16124431788921353 -0.86511439085006703 1.9106207489967348 0.25964845716953283 2.904786348342896 -0.60239678621292103 1.5315790176391604 1.3572165966033938 -0.59936177730560292 1.4337247610092165 0.5492667853832246 -0.83600309491157521 -0.4263173639774322 -0.83880996704101551 -1.0076992511749265 -0.39724479615688318 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 10 -5 8 -8 -3 11 -2 12 14 -14 15 17 -17 -1 -16 21 24 22 23 -13 25 -21 -26 -22 -29 -24 right_child=1 6 -4 5 -6 -7 7 -9 -10 -11 -12 19 13 -15 18 16 -18 -19 -20 20 27 -23 29 -25 26 -27 -28 28 -30 -31 leaf_value=-0.0066255546982001484 -0.0063572334917160571 -0.060517373369617877 0.024338060308290544 0.031098863168330933 0.0030126551872728595 -0.010022018073893205 0.0086559484314530054 -0.023113178752675358 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56128 15345 4317 3085 15651 is_linear=0 shrinkage=0.05 Tree=472 num_leaves=31 num_cat=0 split_feature=508 515 429 256 408 337 493 432 297 420 422 398 3 279 457 506 515 155 198 282 45 522 508 497 505 515 497 508 296 490 split_gain=6.59519 8.55379 7.88793 9.29621 8.07789 7.85832 7.62779 7.69723 7.30015 7.29013 12.1277 11.7499 10.5366 10.6188 10.314 9.37314 9.79103 9.30511 9.28798 9.04417 8.50922 8.24284 18.8764 18.614 17.4262 16.511 15.9436 12.4219 20.0785 18.4933 threshold=1.406390428543091 1.3402309417724612 1.710890054702759 -0.39292731881141657 1.2815598249435427 -0.073136426508426652 -0.16295948624610898 -0.0083930655382573587 -0.86156532168388356 0.92938417196273815 -0.069304458796977983 -0.46068501472473139 -0.31277240812778467 -0.38283114135265345 1.2068116068840029 -0.67289796471595753 0.22945356369018557 -0.078475881367921815 1.0849468708038332 -0.33162836730480189 -0.10149593651294707 0.73891434073448192 -0.18605884909629819 0.10332969576120378 0.69217950105667125 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8.84021 8.66599 8.66175 8.42739 8.06179 8.89861 7.86353 7.22678 threshold=0.44043914973735815 0.42896905541419988 2.0310742855072026 -0.7367265224456786 1.3398505449295046 -0.25492644309997553 -0.09146616235375403 -0.64509841799736012 -0.41469204425811762 0.89394766092300426 0.035611258819699294 -0.57553252577781666 -0.044712141156196587 -0.12519697099924085 0.2186686843633652 0.46659520268440252 -0.45934242010116572 -0.66310441493988026 -0.1721185892820358 -0.99995440244674672 -0.28177724778652186 -0.152045764029026 1.0287462472915652 0.56133899092674266 -0.71900925040245045 0.32880005240440374 -0.17483234405517575 -1.5709572434425352 -0.70365536212921131 -0.21090573817491529 decision_type=2 2 2 2 2 2 2 2 2 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 9 5 6 10 17 20 14 -5 28 13 -7 -2 -8 -10 18 -6 -19 -9 -13 -23 29 -4 -14 27 -11 -1 -16 right_child=2 -3 24 4 7 12 15 8 16 26 -12 21 25 -15 23 -17 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 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104.26432041075896 383.88006050535478 9.3042547916993481 26.420264512300491 202.56591111444868 254.78997014698689 76.066176279826323 7.7755793225951484 49.73157714237459 41.986599262425443 17.286811019963352 29.734929640399059 85.905843442393234 83.334383131237701 37.495772506401408 leaf_count=816 9079 26143 862 13385 298 2474 2927 480 1015 14 5171 20647 2436 7743 996 3456 5184 93 146 1698 2482 2413 588 1421 1087 465 1200 1499 3249 533 internal_value=-0.000945468 -0.0110906 0.000308402 -0.000371915 0.00148699 -0.00182595 -0.0060833 0.00694546 0.010872 -0.00772821 -0.0100733 -0.00182493 0.00451319 0.00737983 -0.011143 0.00598766 0.00476099 -0.00312118 0.0123081 -0.00878081 0.0198391 0.0075284 -0.00409625 0.000738209 0.0199194 -0.0133109 0.00899395 0.0166886 -0.0160942 0.00831654 internal_weight=3978.28 437.958 3540.32 3421.47 2730.81 1698.86 1016.78 1031.95 742.731 690.665 764.51 261.221 682.075 587.868 573.821 252.273 442.132 289.219 77.3491 211.87 300.599 157.608 83.8418 164.579 118.85 94.2074 116.845 87.1096 103.613 114.847 internal_count=120000 53856 66144 64195 49453 38057 24939 11396 9161 14742 18556 27713 13118 10217 12029 6383 6199 2235 444 1791 2962 23648 3001 2950 1949 2901 2713 1513 4065 1529 is_linear=0 shrinkage=0.05 Tree=474 num_leaves=31 num_cat=0 split_feature=514 399 461 389 339 481 473 520 517 441 490 288 370 506 504 506 522 160 412 508 256 45 434 123 506 515 296 522 44 385 split_gain=5.63099 5.6863 8.88623 9.10948 9.30053 9.7419 10.6775 8.89851 15.5503 10.7955 10.3242 9.07813 9.02683 8.60562 8.70979 12.1112 11.348 8.24053 7.93143 7.67254 10.2315 12.9675 13.0353 12.4425 10.1196 14.0128 14.2157 13.9646 12.916 12.054 threshold=2.5012621879577641 -0.46940010786056513 0.97625166177749645 0.022851780056953434 0.1412051394581795 -0.48475007712841028 -0.66028290987014759 0.56681224703788768 1.4278420805931094 0.14450425654649737 -0.10703285038471221 0.088694177567958846 0.028209418989717964 1.3272438049316408 0.11023273691534997 -0.39992989599704737 0.3481374084949494 0.37356223165988928 2.0502303838729863 -0.42752902209758753 2.0281441211700444 -0.40393409132957453 0.48909926414489752 0.45035634934902197 -0.42053440213203425 -0.37711992859840388 -0.29886928200721735 0.76745373010635387 -0.37487626075744623 -0.91414037346839894 decision_type=2 2 2 2 2 2 2 2 2 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 17 -7 8 11 10 -10 12 -1 14 15 -9 -16 -4 -13 20 -3 -22 -23 -24 28 -26 -27 -28 29 -21 right_child=-2 19 3 -5 -6 6 -8 13 9 -11 -12 18 -14 -15 16 -17 -18 -19 -20 24 21 22 23 -25 25 26 27 -29 -30 -31 leaf_value=-0.0070638745415628999 -0.031535273193683752 -0.0027539588248367153 -0.0071543545728957993 0.0097686984096405031 0.0090086353897341678 -0.047689911735021018 0.014876822954802416 0.0094386210551614079 -0.025745774930794205 0.013598722083074659 -0.0065816092403678528 0.0012721328510183784 -0.0011726309986604556 -0.017261702755670443 -0.018372248720391303 -0.0071679679409719782 0.0083667665715136206 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36 22 5122 23782 9083 7362 6909 5465 internal_value=0.000138548 0.000165987 -0.00106445 0.00378873 -0.00088146 -0.00603262 0.00893399 -0.0018323 -0.00299425 -0.0136231 -0.0167508 -0.00206034 -0.0034784 0.00188413 0.00280375 -0.00205279 0.00663191 -0.0114408 0.00237407 0.000872064 -0.00442667 -0.0284472 -0.0545689 -0.0935541 0.00122042 0.000213175 0.000994059 0.00393426 0.00379608 0.000671536 internal_weight=16377.7 16363.8 5963.83 813.733 456.482 300.509 79.5031 5150.1 3924.46 316.433 284.022 3608.03 2734.67 1225.63 1169.79 515.082 654.71 221.006 873.362 10399.9 640.59 41.4057 22.0571 10.829 9759.33 7017.21 6254.65 2480.92 2742.12 1500.83 internal_count=120000 119611 38337 4855 3035 2058 886 33482 26673 2768 2496 23905 17650 6809 5939 2770 3169 1172 6255 81274 22116 283 141 58 59158 45349 40227 16445 13809 6900 is_linear=0 shrinkage=0.05 Tree=475 num_leaves=31 num_cat=0 split_feature=409 409 516 479 277 281 395 438 459 494 465 331 270 422 393 510 375 504 498 463 385 414 264 443 315 84 395 418 445 520 split_gain=6.70885 10.6621 11.4884 12.22 10.2251 11.1532 9.84342 10.0135 9.81908 9.69194 10.5919 10.3759 9.47355 9.14104 9.62249 10.1819 9.97841 9.05163 8.71219 8.70051 9.96563 8.94683 8.448 8.37019 9.02507 8.3057 9.91591 8.59533 12.6256 10.4446 threshold=-0.68233358860015858 0.20212295651435855 -0.42425946891307825 0.29234436154365545 0.99103531241416942 -0.32351547479629511 -0.80533781647682179 -1.0322236418724058 -0.1017126217484474 0.41379229724407202 2.8671973943710332 1.3727286458015444 0.162315309047699 -0.96844962239265431 -0.71091920137405384 1.4224560260772707 -0.52234306931495655 -0.5651644468307494 0.99489644169807445 -0.15720555186271665 -0.26030369102954859 0.053990991786122329 -0.35974501073360438 -0.030383924022316929 1.2356948852539065 -0.038417233154177659 0.12992255389690402 1.2214697003364565 -0.96709394454956044 -0.10033164173364638 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 2 4 13 5 8 7 -7 -2 10 11 19 -13 23 16 -16 -15 -14 -5 21 -21 -3 -8 24 -4 27 -27 29 -29 -1 right_child=1 9 3 18 -6 6 22 -9 -10 -11 -12 12 17 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.0015382582538390512 0.0020959316947155018 -0.0016278449649488463 -0.0072982638034870193 -0.010903866319606673 0.012214964570953961 -0.020079168907095504 0.0032940306126175659 0.0072469082622464102 0.0259026547796 -0.0034965124190863756 -0.01946765206612449 0.0039816232489095606 0.030938472077251214 -0.003272451837212767 -0.0013473341878910497 -0.034771179506272315 -0.013409437167749226 -0.01043485605697678 -0.055659549480247594 0.012274939560507748 0.0021334059930125937 0.0050641802177712339 -0.02350889068394621 0.013613706307746493 0.069822791077374935 0.00099610916852277799 -0.012983245879820804 0.0042388676016397097 -0.012096674377806999 0.0077528176273509277 leaf_weight=1867.4635552933469 754.44813653916935 906.60946036566747 102.01237441995181 309.22968828662124 212.5429244300467 44.353824549543788 39.042975634278264 136.15389913464605 45.92118538741488 857.55111749823845 54.351278269023169 255.23239410336828 13.627026826608924 634.69907712569693 3117.6476960024011 22.867790615418926 394.95493934540718 326.36739590830985 11.245104126865042 548.9304582545883 436.01747553526366 1109.6472824359371 114.93385306213167 163.67699057806749 3.8322538697393602 370.71781742264284 192.28133689510287 250.31594182492699 223.62046623829519 1062.1580288023833 leaf_count=8952 4002 4754 673 2366 1864 3047 256 12192 207 6349 375 1265 75 3762 25039 1405 4137 1503 63 3455 4053 7741 5764 743 52 3421 1550 1175 1471 8289 internal_value=9.57053e-05 -0.000559487 -0.00192121 -0.00307535 0.00215245 0.000262562 -0.0073989 0.000497341 0.00347115 0.00128417 0.00240856 0.00274109 -0.00328443 -0.00239316 -0.00297081 -0.0015934 -0.00716658 -0.0087533 -0.0125068 0.00393786 0.00779123 0.0020527 -0.0166825 0.0065237 -0.00439552 0.00185046 -0.00377084 0.00278186 -0.00345921 0.00379329 internal_weight=14582.5 10615.9 6107.56 4760.17 1347.4 1134.85 334.485 180.508 800.369 4508.33 3650.78 3596.43 595.227 4439.69 4170.17 3140.52 1029.65 339.994 320.475 3001.2 984.948 2016.26 153.977 269.522 105.845 3966.56 562.999 3403.56 473.936 2929.62 internal_count=120000 95142 65572 38240 27332 25468 21259 15239 4209 29570 23221 22846 2843 35811 34343 26444 7899 1578 2429 20003 7508 12495 6020 1468 725 24858 4971 19887 2646 17241 is_linear=0 shrinkage=0.05 Tree=476 num_leaves=31 num_cat=0 split_feature=452 386 471 501 279 415 516 183 494 505 442 422 362 46 392 441 453 92 506 481 505 516 504 392 403 464 92 403 444 412 split_gain=19.7183 25.5921 24.2631 22.1785 19.4096 18.3133 24.0848 14.2943 14.0747 14.0697 13.8051 13.7196 12.771 12.7497 12.7111 11.6585 10.4398 9.80534 9.44415 9.0644 9.38727 11.1891 17.2014 8.45141 8.35008 8.30596 8.23284 7.87582 7.8642 7.67149 threshold=-0.63166341185569752 -0.08342729881405829 0.29880625009536749 -0.076082088053226457 0.85192021727561962 -0.40240204334259028 -0.076789978891611085 -0.013291741255670784 -0.10838515311479567 -0.047230834141373627 -0.37498599290847773 -0.029961229301989075 -0.55431628227233876 0.48027737438678747 -0.054942155256867402 -0.18337406218051908 -0.52922639250755299 0.077075742185115828 -0.44476269185543055 -0.017349909991025921 0.49654470384120947 -0.36679716408252711 -0.63742512464523304 -0.20249179750680921 0.97988879680633556 0.67701900005340587 1.0000000180025095e-35 -1.2162740826606748 -0.78394261002540577 0.061117801815271385 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 5 -3 7 6 9 13 14 16 24 -4 26 25 -7 29 -2 -9 -14 20 21 -5 -23 -11 -10 28 -8 -6 -1 -13 right_child=1 3 11 19 27 8 12 17 10 23 -12 15 18 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011258075961770281 0.0076684764922851636 0.020246041219400136 -0.016256210735360613 -0.02369865506284697 0.038269846647894477 0.0094094490235968678 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154.40092890476808 17.947797869273927 126.53774023256847 210.52607711582095 89.976691571704578 252.1911094711686 12.552464177017098 leaf_count=5777 4275 10792 7506 8076 554 3185 1968 1226 8259 3830 4392 521 245 1421 1652 369 3759 924 6335 646 6147 20 8115 8612 879 2547 2304 7537 7984 143 internal_value=-0.00092588 0.00109414 0.00330393 -0.00861416 -0.00707911 0.00516515 0.00206052 -0.00962553 0.0120836 -0.00428943 0.0174513 -0.010108 0.00848984 -0.0116868 0.00213416 0.00871534 0.000721948 0.010361 0.00201254 -0.0120907 -0.0138138 -0.0100704 -0.00440685 -0.013739 0.0244791 -0.0139231 0.0152335 0.0123622 -0.0164828 0.0217928 internal_weight=3963.42 2983.31 2430.63 552.677 980.107 2134.81 1474.15 866.872 660.663 741.276 428.768 295.822 732.87 786.092 231.896 72.6238 484.104 80.7801 374.263 493.465 463.694 364.271 257.685 257.172 265.846 699.93 358.607 113.235 573.392 51.0127 internal_count=120000 92030 58234 33796 27970 49695 31328 19879 18367 20476 13530 8539 10852 17729 4837 1033 8034 2150 6580 23004 22358 16211 8135 12442 9138 16308 4272 8091 13761 664 is_linear=0 shrinkage=0.05 Tree=477 num_leaves=31 num_cat=0 split_feature=287 296 273 458 376 457 477 512 423 344 498 111 396 505 409 492 278 296 385 87 313 408 377 391 504 473 333 412 506 242 split_gain=5.7328 11.3608 13.8754 12.0732 12.4174 13.3587 11.7937 10.882 11.2797 10.8501 10.8141 10.7406 10.7003 11.5544 10.6937 10.5918 10.2464 9.99854 13.0403 10.0301 9.56454 9.44437 9.36448 9.88714 9.32524 9.25298 9.512 9.23124 9.17506 9.16191 threshold=-0.23945245146751401 -0.48148679733276362 -0.25156572461128229 -0.43041959404945368 0.53888618946075451 0.096466433256864562 1.6584819555282595 0.070438712835311904 1.6261692047119143 -0.53311842679977406 -0.49870899319648737 0.15084276348352435 0.69303745031356823 -0.98700654506683339 -0.27533221244812006 -0.44705979526042933 0.85797879099845897 -0.37271416187286371 3.3682889938354497 2.7529504299163823 -1.350650370121002 1.7003241777420046 -0.18623895943164823 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10.0697 10.2631 12.9174 9.62549 9.51044 17.3842 14.6854 9.81719 9.4602 11.4581 9.26737 9.49964 9.16873 9.08305 9.01298 threshold=0.3881844431161881 0.060590753331780441 -0.18417364358901975 -0.68928417563438404 -0.31232841312885279 -0.61409759521484364 -0.72200605273246754 -0.7283191680908202 0.61025473475456249 0.22378320246934894 -1.0408461689949033 0.33064493536949163 0.70698842406272899 1.1494296193122866 0.4309461265802384 -0.81768026947975148 0.095334894955158248 -0.34960035979747767 -1.1148663759231565 -0.68595823645591725 -0.44476179778575892 -0.92968648672103871 0.42272019386291509 -0.38299486041069025 -0.31413346529006952 0.14326302707195285 1.9148336648941042 -1.094271123409271 -0.16290166974067685 -0.024354597553610798 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 -3 -4 25 7 10 19 23 11 -1 13 14 15 -2 18 -18 -17 20 -8 -21 -23 24 -9 28 -27 -22 -6 -10 right_child=12 2 4 -5 5 -7 8 9 29 -11 -12 -13 -14 -15 -16 16 17 -19 -20 21 27 22 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1435.050292331216 534.06838665483519 192.88695708356681 132.23849092292949 121.35454351200315 229.53425181597413 358.23602154866967 675.97119397149072 279.31787073161104 193.52346709552512 3518.2239682888467 202.82600921137782 164.989308070275 143.9072367901681 4.2114617750048629 1404.2421708554612 68.167488151055295 44.571006056008628 leaf_count=197 1806 2991 4455 18916 426 7025 3785 30 1265 1140 4637 36 9930 4315 1323 957 783 1982 3872 4599 1822 1917 26522 3982 633 1176 23 8307 777 371 internal_value=9.99609e-05 -0.000481908 -0.00279986 -0.00112694 -0.00943952 -0.0142511 0.000630759 0.0065335 5.14093e-05 0.00947594 -0.0113625 0.00516425 0.00208088 0.00452963 0.0068448 0.00505656 0.00789285 0.0013473 0.0125642 0.000469947 0.00307938 -0.000893094 0.000340122 0.00392387 0.0125916 -0.00735922 0.000704519 0.000455499 -0.018583 -0.0110541 internal_weight=14580.8 11268.4 3656.14 2921.03 735.108 459.755 7612.26 679.498 6932.76 583.831 95.6664 51.1614 3312.39 1877.34 1343.28 1150.39 841.363 350.889 490.475 6681.5 2293.78 4387.72 3711.75 373.761 170.935 254.887 148.119 1683.56 106.768 251.263 internal_count=120000 95032 35789 21907 13882 9427 59243 10655 48588 5785 4870 233 24968 15038 10723 9400 7594 2765 4829 46952 13914 33038 28439 4645 663 2402 1199 10129 1203 1636 is_linear=0 shrinkage=0.05 Tree=479 num_leaves=31 num_cat=0 split_feature=392 483 501 465 410 42 481 439 510 454 352 263 286 455 332 501 98 397 409 430 392 430 474 293 513 448 499 503 394 10 split_gain=19.5033 23.9267 23.218 22.7718 21.8768 20.0568 17.3969 16.0294 14.4518 13.63 14.5177 12.5969 12.9389 11.6126 11.2966 11.7589 13.4756 10.1518 9.65624 9.61016 10.8476 9.55069 9.32764 11.4302 9.24447 9.05213 8.58313 8.39135 8.3756 9.89829 threshold=-0.50417414307594288 -0.047571377828717225 -0.063402760773897157 -0.23217492550611493 -0.70644444227218617 -0.27080130577087397 -0.21378748118877408 -0.22549004107713697 1.2331641316413882 -0.36829210817813868 -0.075409978628158555 0.38763774931430822 0.92101934552192699 0.27856598794460302 2.0404455661773686 0.6612556278705598 2.6124583482742314 0.25149664282798773 -0.54101106524467457 -0.046602195128798478 0.34793365001678472 -0.69552978873252858 0.13078453391790393 -0.045572046190500252 1.1822697520256045 -0.63614088296890248 0.44043914973735815 0.35366989672183996 3.3956315517425542 -0.62545287609100331 decision_type=2 2 2 2 2 2 2 2 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 14 -3 8 7 18 9 10 -6 12 25 -2 15 16 17 -1 22 20 26 -11 23 -5 28 -7 -4 -20 -9 -30 right_child=1 4 19 6 5 11 -8 24 -10 21 -12 -13 -14 -15 -16 -17 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.010394576431212046 0.033443436195854034 -0.014256773805756854 -0.026467137883949273 0.0034553086061356697 0.0091865083126121197 -0.0087358588490898306 0.019930491479534337 -0.013072367055440001 0.01688400181037597 -0.0046162991357501298 -0.015741962342398726 -0.012681740794067834 0.00034474637606935409 -0.001346005279031311 0.027292725789511738 -0.02492682620373084 0.041741411498084399 0.0036814669292509895 0.017622520407868783 -0.021565239949496808 -0.019339378565652245 -0.022964358867738822 -0.016575504869536288 0.06761188285027285 0.02531252486905022 0.021226464526711938 -0.0022348349967583627 0.00022033771202836983 0.23818409362575427 -0.022027243716988339 leaf_weight=304.73160126150469 39.936218616872793 218.7863882357924 40.764384407200851 153.64598466607276 204.75142430880805 27.296986407105578 231.30632332450477 168.49626827251632 81.237178184703225 150.20311291591497 81.532770503195934 52.709374360070797 139.6439707603422 59.171322695357958 27.150960951752495 69.599112947762478 16.141519628290553 220.18578880093992 278.08506885613315 232.56613415959873 189.70908019666967 135.81359506663284 60.828786414931528 7.18883346999064 18.172770109260455 290.84073086795979 353.13721094102948 93.025179126096191 0.62605933420127258 0.64158527506515273 leaf_count=10806 3602 8889 2781 1668 5892 539 5330 8721 1966 2433 3837 4419 2734 5771 1235 4695 255 5024 3815 11217 4530 4111 682 62 459 7006 4996 2474 20 31 internal_value=-0.00092704 -0.00390561 -0.0101762 0.00321886 0.000241698 0.00297206 0.00788366 0.00430597 -0.00282252 -0.00563102 0.00206649 0.0103993 0.0130699 0.0126419 -0.00417505 -0.00558659 -0.00308537 -0.00448103 0.00834405 -0.0129543 -0.00951118 -0.0133512 6.36993e-05 0.00639421 -0.00840167 0.018638 -0.00476138 0.0132751 -0.0120529 0.110848 internal_weight=3947.93 2298.1 915.284 1649.83 1382.82 1164.03 1012.02 780.711 653.538 572.301 286.284 510.491 457.782 99.1075 637.809 610.658 541.059 524.917 592.774 816.177 583.611 286.017 221.664 160.835 187.937 318.138 393.902 371.11 169.764 1.26764 internal_count=120000 74723 32897 45277 41826 32937 23262 17932 18239 16273 9729 14698 10279 9373 22015 20780 16085 15830 8701 23524 12307 6544 2412 1730 9231 7545 7777 6289 8772 51 is_linear=0 shrinkage=0.05 Tree=480 num_leaves=31 num_cat=0 split_feature=516 502 389 97 434 356 18 477 373 508 516 413 402 506 515 484 272 225 516 340 385 380 507 202 505 369 384 370 261 361 split_gain=5.57336 5.68138 11.2472 8.47845 7.63059 7.33445 6.82761 7.95193 7.16914 6.6358 16.3926 15.4386 7.95522 7.76221 16.3206 19.119 13.8369 11.8804 11.224 9.25765 11.9359 10.8818 11.6876 10.7723 9.08703 8.97587 8.2363 7.94767 7.40335 6.95824 threshold=2.9485216140747075 2.2669938802719121 -0.46165560185909266 0.12258480489253999 1.8950389027595522 -0.94493764638900746 -0.20473253726959226 1.4448196291923525 -0.62788429856300343 -0.42752902209758753 -0.44043020904064173 0.7857165038585664 4.5637757778167733 -0.049955883994698518 -0.16152920573949811 0.52551710605621349 0.68024486303329479 0.68481957912445079 -0.3537898957729339 0.15912794321775439 -0.99312216043472279 -0.23958939313888547 -0.48392431437969202 1.1681473255157473 0.46429789066314703 0.61564606428146373 -0.8617575168609618 -0.2306135296821594 1.0469862222671511 0.21520668268203738 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 4 5 6 -4 7 -3 -8 10 11 12 28 19 15 17 18 -15 -16 21 26 22 -11 -22 -18 -17 -21 -23 -1 -12 right_child=-2 2 3 -5 -6 -7 8 -9 -10 13 29 -13 -14 14 16 25 24 -19 -20 20 23 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0011685133732165171 -0.030007252671789553 -0.048320086912047797 -0.01404574972489445 -0.0091073194028923957 0.06585999127055274 0.0314948946282472 0.043108365485505007 0.0090233169432570991 -0.016900532607416818 -0.0062348049000052804 -0.015292251648469042 0.019570352497732747 -0.05974188838123811 -0.014754081101786122 0.022712321743457699 -0.0033054908443028276 -0.013748826320566822 0.020271979555072109 0.00033610946023891845 0.0021909005282756493 0.0035065058044731995 -0.0011346114482091341 5.1055608892851963e-05 0.01650683788486745 0.0048196699758161609 0.017867382551394792 -0.0076224747310826143 0.0053737119155441437 -0.01500263442694132 -0.04721172530338881 leaf_weight=459.30740729231911 15.224005424795903 19.288829442652062 9.8130029703606834 21.136116435882286 3.0330857962835571 74.343190899919136 8.263665310340004 8.5492514124489372 12.075850867098778 1087.5579060117016 50.210173549654428 73.442879070760682 6.4109463430941096 510.68703897832893 56.656732163392007 133.46263911869028 283.91149995732121 25.211991867283359 4530.3794509078871 450.8102556867525 3383.3071020522038 788.29052021240932 2305.3644756066496 167.3999761575833 85.270832619076828 79.710844915884081 405.63271235022694 1154.2273440591816 122.75188887721743 26.501857425551862 leaf_count=10525 4660 128 104 406 19 885 45 103 105 5337 428 11351 48 4268 323 732 1551 270 26352 1644 17904 5772 12343 909 559 362 1873 5964 4901 129 internal_value=0.000130716 0.00015928 0.00963728 0.0189951 -0.00950512 0.0261149 -0.01448 -0.0305613 0.00732726 6.72719e-05 -0.0045618 -0.00201604 -0.00472144 0.000288958 -0.00117522 -0.00805362 -0.000134485 -0.0130934 0.000614068 0.0011469 0.00284283 -0.000253043 -0.00196245 0.00412127 -0.00944634 0.00459279 -0.00245147 0.00273008 -0.00409669 -0.0264317 internal_weight=16358.2 16343 156.503 105.292 51.2107 84.1562 48.1776 27.8381 20.3395 16186.5 738.625 661.913 588.47 15447.9 5705.29 749.073 4956.22 535.899 4587.04 9742.59 4407.15 5335.44 3392.92 3550.71 369.182 213.173 856.443 1942.52 582.059 76.712 internal_count=120000 115340 1795 1395 400 989 381 231 150 113545 27382 26825 15474 86163 34417 5632 28785 4538 26675 51746 22330 29416 17680 18813 2110 1094 3517 11736 15426 557 is_linear=0 shrinkage=0.05 Tree=481 num_leaves=31 num_cat=0 split_feature=516 515 516 516 274 515 501 504 503 420 510 258 472 503 483 509 516 333 522 481 100 3 491 0 490 489 327 486 472 497 split_gain=6.47846 7.72596 7.36281 7.2779 19.6896 15.6791 14.9939 14.4653 12.41 12.0713 11.2151 10.9548 10.5269 15.1862 11.9318 10.4208 10.4131 12.368 12.0408 9.80542 11.8246 9.5312 9.48604 9.17835 8.68962 7.68997 8.30642 7.55078 7.5354 7.31821 threshold=2.4689922332763676 1.3402309417724612 0.35919889807701116 0.12433848530054094 0.74097737669944774 0.56328448653221141 0.66841390728950512 0.18508479744195941 0.10902075469493867 1.8308646678924563 -0.93281498551368702 -0.22508580237627027 -0.075578719377517686 0.28713390231132513 -0.27973128855228419 0.4731206893920899 -0.14709760248661038 1.0120944976806643 0.73891434073448192 -0.17737690359354016 -1.4130911231040952 1.8075534701347353 -0.68499568104743946 0.4034885317087174 -0.33635120093822474 -0.53069481253623951 1.1046425700187685 -1.2370847463607786 -0.37675784528255457 -0.27342142164707178 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 12 9 7 29 28 16 22 -9 21 15 -15 -14 18 -18 -1 20 -8 24 -11 -12 -5 26 -10 -27 -6 -7 right_child=-2 2 -4 4 8 6 19 11 25 10 23 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.000528102218402643 -0.032579509984322234 0.024979329270739332 0.0043418108565899333 -0.012831467832653147 -0.047063924241278948 0.027487545146509324 -0.035496887099583214 0.0092898150007001499 0.0055859387982896474 0.060735237492157305 -0.0045698666150600625 -0.015414997195537098 -0.010006174779295786 -0.058265868519399681 0.0092440047985051683 -0.060959516482977344 -0.0046642922541292207 0.0058961051928659259 0.0072429744175326206 0.021632360047915935 -0.0018040802142230286 -0.034264927502541551 0.0043797153984068155 -0.018678922560633502 -0.0020492807706872142 -0.019565453769435512 -0.038794657169680502 0.02101981652954367 0.0141651279147829 0.0079863130272111622 leaf_weight=8421.0447799192189 15.049844989247502 54.191306110471487 217.09778989478946 443.34748645985383 15.416912999469789 158.20620840322226 29.640101247001439 248.32411564793438 97.873523279558867 10.776232719421385 717.18476971588098 54.552861450705677 73.824982828926295 6.6125357850978608 240.03228761492937 11.613289858214555 1675.0545132406114 331.78058183623943 725.27165772416629 36.999962025787681 212.88526354543865 37.046927244635299 24.590628296427894 137.76044785883278 325.16333758323162 12.19729570840718 11.709468611516057 150.83142932958435 7.2160868449136606 70.4366273235064 leaf_count=70043 5592 232 1862 3116 98 787 157 1165 747 34 3750 240 533 80 3778 121 11586 2460 5035 259 1427 278 89 1063 3018 86 52 1852 54 406 internal_value=9.87005e-05 0.000133048 0.00849036 -2.53489e-05 -0.00340556 0.000351076 0.00707981 0.0120107 0.00809029 -0.000101698 -0.00570441 0.00481997 -0.00639385 0.00108353 0.00739092 -0.0170537 0.000345143 -0.00291569 0.00106119 -0.00227935 -0.00595537 -0.00948228 0.021815 -0.00685108 -0.0082768 0.0110596 0.000767027 0.0179426 -0.0273459 0.0215079 internal_weight=14573.7 14558.7 271.289 14287.4 1432.89 12854.5 811.045 531.52 295.245 12043.5 890.312 302.877 1137.64 332.083 246.645 85.4383 11153.2 2006.84 9146.32 279.525 242.525 805.558 35.3669 854.945 768.511 272.612 109.583 163.029 22.633 228.643 internal_count=120000 114408 2094 112314 13813 98501 4441 2598 2889 94060 4936 1405 10924 4512 3858 654 89124 14046 75078 1843 1584 6412 123 4813 6134 2737 799 1938 152 1193 is_linear=0 shrinkage=0.05 Tree=482 num_leaves=31 num_cat=0 split_feature=395 499 284 352 419 419 504 439 505 493 408 438 69 333 506 515 332 395 505 394 430 454 445 343 46 377 418 258 110 504 split_gain=19.3333 23.322 21.3649 17.0395 17.3647 17.0162 14.164 13.4827 13.4688 13.5477 13.9193 12.333 12.0218 11.1218 18.4427 14.0872 9.67312 9.3714 11.4554 9.33478 9.26433 12.8463 10.4583 9.24111 8.98686 10.9699 9.00387 8.88638 8.80777 8.69363 threshold=1.1565853357315066 0.44043914973735815 -0.51363638043403614 -0.38781833648681635 -0.34567168354988093 -0.34567168354988093 -0.24637120962142942 0.23456776887178424 0.67766588926315319 -0.11254508048295973 -0.36260989308357233 -0.60465967655181874 0.36774754524230963 0.50468075275421154 -0.16771449148654935 -0.12333099916577338 -0.55303573608398426 -0.37778246402740473 -1.2407486438751218 4.0424492359161386 -0.40008953213691706 -0.69738072156906117 -0.71761679649353016 -0.79406419396400441 0.016192788258194927 0.18219376355409625 -0.020481845363974568 -0.55472099781036366 -0.4948717057704925 -0.6852227747440337 decision_type=2 2 2 2 2 2 2 2 2 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 12 8 20 -1 7 -2 9 10 -4 23 13 14 27 -16 -13 18 -7 -11 21 -5 -22 -6 25 -8 -26 -3 -28 -15 right_child=6 2 3 4 11 17 24 -9 -10 19 -12 16 -14 29 15 -17 -18 -19 -20 -21 22 -23 -24 -25 26 -27 28 -29 -30 -31 leaf_value=-0.022468191769129408 0.029465244704972606 -0.018251325780477619 0.020083692837338907 -0.02426530623599818 0.01610800377474705 0.032704854735849144 -0.0050910146242026883 -0.015830959660603865 -0.014060404799530319 -0.0082132869397499864 0.0046881340820661543 -0.0038734278122143787 0.010945572697028234 0.11808017787650316 0.033727294029480645 0.0007095854885984244 0.021196717914389557 0.014429417104194837 -0.022609671801671071 0.11759704627085824 -0.0013285601724795681 0.0016742806108587212 -0.023557937908267726 -0.013666854766952686 -0.022080040165136549 0.017187791064472893 0.00040896567562409076 -0.0025808310663265111 0.036384950083770566 -0.014075297429582674 leaf_weight=230.90424131855252 106.84230111163924 218.36147406965028 331.03827478148742 55.523064437089488 36.7976998554077 11.197861412161727 261.41948120217421 19.191392448497936 61.246775564795826 101.70938951219432 265.69583582863561 50.602087683364516 100.46003195736557 1.14137659818516 35.078222581883892 400.31522856367519 156.02644916175632 61.050989969488 53.240070207742974 1.3921698560588982 87.92496203086921 334.81428395511466 134.72149814513978 88.014608726953156 12.12508514896035 69.942135004093871 26.299865897599375 155.87679955796921 49.607834496127907 414.6289266536769 leaf_count=23466 2102 5016 2973 1043 481 18215 8125 1825 2099 1885 4055 840 1616 136 730 5753 4246 3354 4309 33 2009 4308 3724 2135 145 1308 639 3540 892 8998 internal_value=-0.000910623 -0.00231839 -0.000893955 0.00280506 -0.00167699 -0.0144165 0.00782294 0.0225212 0.00837288 0.010345 0.0132391 0.00753475 -0.00565577 -0.00702163 -0.00359893 0.00338833 0.0150341 0.000365212 -0.012884 -0.00635373 -0.00666635 -0.00200793 -0.0148064 -0.00484261 0.00338968 -0.000369665 0.0175812 -0.0117401 0.024003 -0.0136722 internal_weight=3933.19 3387.76 3031.37 1705.51 944.425 356.393 545.428 126.034 761.082 699.836 596.734 331.441 1325.86 1225.4 809.632 435.393 206.629 125.489 64.4379 103.102 612.984 390.337 222.646 124.812 419.394 331.362 88.0328 374.238 75.9077 415.77 internal_count=120000 104964 55620 29831 18786 49344 15036 3927 11045 8946 7028 7702 25789 24173 15039 6483 5086 25878 22524 1918 11084 5351 5733 2616 11109 9433 1676 8556 1531 9134 is_linear=0 shrinkage=0.05 Tree=483 num_leaves=31 num_cat=0 split_feature=278 394 498 42 443 356 502 466 54 199 13 405 474 515 508 464 497 266 428 463 416 447 413 499 514 446 394 490 459 303 split_gain=5.53961 6.43962 7.99181 8.04227 6.93475 7.18274 8.91835 6.68503 9.69129 8.18905 8.16523 9.23931 8.0054 9.30075 12.2648 9.45178 7.80634 13.4825 13.1009 12.8808 14.1117 11.9206 12.8945 11.3856 11.1888 10.4547 9.64136 9.05936 16.9011 9.2033 threshold=6.5440402030944833 3.0365682840347294 -0.31113556027412409 1.8294376134872439 -0.097479678690433488 -0.69533082842826832 0.080400478094816222 -0.81996765732765187 -0.04638377204537391 -0.47958783805370325 -0.34984362125396723 -0.36801543831825251 0.20454277843236926 -0.15230292826890943 -0.26578970253467554 0.1168876923620701 -0.55357369780540455 -0.072194274514913545 -0.96387720108032215 0.12307363003492357 -0.090636260807514177 -0.42534290254116053 -0.83025470376014698 0.41464507579803472 0.38223391771316534 -0.69673895835876454 -0.56949910521507252 -0.35442700982093805 -0.21350729465484616 0.079887155443429961 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 -4 -3 -6 -7 8 12 -10 -11 -12 13 14 -1 -15 17 19 23 20 -9 -20 -23 24 -18 -25 -21 29 -29 -19 right_child=-2 2 3 -5 5 6 -8 16 9 10 11 -13 -14 15 -16 -17 18 27 21 26 -22 22 -24 25 -26 -27 -28 28 -30 -31 leaf_value=0.0033879637056194027 0.01373657362538571 0.027381092890648828 -0.017651100231445668 0.038391363341388193 0.024196760115255692 0.037244387724294961 -0.040642500295451203 -0.00076866158255066452 0.0057777031151503002 -0.015791621149923905 -0.0061116352427419002 0.0078752493708856112 0.021395926710576437 0.016001648674983417 -0.027158091147501097 -0.00067372957193904026 0.029716417014569254 0.020229330249103433 0.0017007590755755678 0.0015925569158035697 0.012870244496353787 -0.0065755384639797068 -0.00048197509455537546 -0.0096973640181680087 -0.020094043177873451 -0.00054529253444033168 -0.022822692974958401 0.015810541122521175 -0.036317973775336597 -0.0010713476635875621 leaf_weight=148.12212272256147 74.348041188903153 24.050931392761413 138.44511624996085 6.5668834755197159 11.385732039809225 4.4939523758366731 17.541931931395084 730.37463010563806 386.43536601355299 110.88256411522161 310.63011970603839 190.22195521951653 94.257013433089014 244.14458696960355 42.065339938737452 129.44248654507101 42.474490392953157 226.9972628140531 5387.64251288581 70.256188583211042 255.7966282054258 1046.956443229632 5095.5615259382175 803.31887749704765 15.132062084507195 512.18482574512018 93.978466883636429 38.334683678171132 25.96210749464808 64.711790911795106 leaf_count=1155 466 144 728 48 124 136 78 4772 1911 569 1575 880 839 1336 211 683 193 1772 31967 306 1145 5274 38451 3572 87 2282 424 1654 15877 1341 internal_value=0.000128341 6.57582e-05 -0.00879258 -0.015054 0.00691793 -0.0076964 -0.024436 0.000177768 0.00318625 7.55865e-05 -0.00351865 -0.00078897 0.0078965 0.00562728 -0.00335261 0.0102119 -0.000167689 0.0032377 -0.000565666 0.000601376 0.00276492 -1.54107e-05 -0.00152149 -0.00518224 0.0165334 -0.00613816 -0.0123533 0.0117402 -0.00518426 0.0154882 internal_weight=16342.7 16268.4 202.485 145.012 57.4725 33.4216 22.0359 16065.9 1656.2 998.17 611.735 500.852 658.032 563.775 190.187 373.587 14409.7 1506.41 12903.3 1150.41 986.171 11530.2 6142.52 1373.11 57.6066 1315.5 164.235 356.006 64.2968 291.709 internal_count=120000 119534 1258 776 482 338 214 118276 9159 4935 3024 2455 4224 3385 1366 2019 109117 27291 81826 6647 5917 75692 43725 6134 280 5854 730 20644 17531 3113 is_linear=0 shrinkage=0.05 Tree=484 num_leaves=31 num_cat=0 split_feature=264 423 430 497 498 236 395 513 277 260 391 410 280 392 321 444 422 428 511 257 500 343 452 407 15 504 190 463 453 346 split_gain=6.45983 11.2515 12.8281 12.0201 11.6447 10.3381 9.94362 9.79202 9.78876 9.20141 10.6627 9.5922 15.3496 12.3223 11.191 10.8096 15.4908 11.354 10.7903 10.7387 13.9994 10.0835 11.0702 9.81839 12.9315 9.51872 9.27559 9.25305 12.6486 9.19243 threshold=-0.07339147105813025 0.28965090215206152 -0.9930310547351836 1.4360503554344179 0.10029904916882516 0.5917700231075288 -0.75916486978530873 0.97472289204597484 -1.8586614727973936 0.21820309013128283 0.98485490679740917 0.75879260897636425 -0.35421718657016749 -0.72125610709190358 -0.739942967891693 0.023440122604370121 -0.95028990507125843 -0.017100391909480091 0.94180098176002514 -0.50341677665710438 0.52985945343971264 -0.21116773784160611 -0.93674764037132252 0.043902819976210601 -0.24947834014892575 -0.54832306504249562 0.071294452995061888 -0.013831111136823891 -0.60346558690071095 -1.4546763300895689 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 5 7 -3 -2 -6 8 -4 11 -11 13 14 -1 19 18 17 -17 -14 20 -13 23 -23 24 -15 -18 -20 -16 -29 -24 right_child=1 4 3 -5 6 -7 -8 -9 -10 10 -12 12 15 21 27 16 25 -19 26 -21 -22 22 29 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0021793856319444142 -0.0062329022871957657 -0.020544575034602074 0.025377726980416154 -0.020790824172600947 0.023276809111156763 -0.038536685529390061 -0.007258781790585242 -0.017933808522142023 0.0025788844992814634 0.0032648716606027161 0.019290431249758749 0.009876762645077402 -0.0025150654008333838 -0.0061563769362920143 -0.011842488985752374 0.023340280168651074 0.024144184750929051 -0.01757317507469949 -0.00029330880163950661 -0.010804834833628317 -0.011444407711315269 0.017754110518415172 -0.027563937360825314 0.0039352560327424787 0.0015799166982147163 0.00012205913929618347 -0.035233968381354799 -0.077562166592133497 -0.014257622698294344 0.0039800358053983407 leaf_weight=2187.4244153902109 424.04413221924915 159.93842503090855 48.954515530786011 57.382730973229627 31.516283004311845 26.298080836480949 168.96164992336708 55.644880219741026 1214.0695553926198 727.53842305499711 121.27703913759615 224.70702418545261 711.75407170734252 914.68951160580036 324.64685879911121 130.36011019814759 42.665098832454532 19.274025733582675 31.235497795671108 267.23372597491834 116.86011247581337 148.18670889243367 23.170079610077664 1257.4807262042013 1317.3252809501137 1168.0788699135737 49.551384133199463 13.17495969601441 20.209473971379339 2557.6705155570089 leaf_count=15502 3020 4378 349 1000 246 244 1195 735 25022 6956 1100 899 3803 6525 1875 485 280 122 300 1359 629 811 149 8169 10178 5683 368 53 112 18453 internal_value=9.54277e-05 -0.00240927 -0.000812858 0.00158141 -0.0104827 -0.00813854 -0.00242427 0.00256025 0.00346846 0.000538475 0.00556246 0.000168002 -0.00219915 0.00104715 -0.00743246 0.000148936 0.00285534 0.0180287 -0.00449001 -0.00329556 0.00256632 0.00218293 0.00445978 0.000400773 -0.00158834 0.000974622 -0.0218034 -0.01445 -0.0395467 0.00369385 internal_weight=14561.3 2186.81 1826.39 1376.05 360.416 450.342 200.478 1318.67 1263.02 12374.5 848.815 11525.7 3119.75 8405.95 966.832 2152.92 1360.38 149.634 792.541 608.801 341.567 6218.52 2729.03 3489.5 2232.01 1210.74 80.7869 358.031 33.3844 2580.84 internal_count=120000 36189 30370 27106 5819 3264 1441 26106 25371 83811 8056 75755 15968 59787 4927 11041 6570 607 4471 2887 1528 44285 19413 24872 16703 5963 668 2040 165 18602 is_linear=0 shrinkage=0.05 Tree=485 num_leaves=31 num_cat=0 split_feature=452 386 471 331 501 464 415 516 513 465 498 442 450 422 398 280 392 482 410 409 369 474 410 287 66 516 377 515 501 399 split_gain=18.729 23.4018 22.1755 20.8311 20.2009 18.6872 16.8311 22.383 17.726 14.9842 13.6036 13.0409 12.9074 12.7473 12.6516 12.4355 10.8685 9.85346 9.72976 9.20779 9.02432 8.78088 8.62724 8.42004 8.38552 8.28193 12.3491 11.7781 10.0598 9.53935 threshold=-0.63166341185569752 -0.08342729881405829 0.29880625009536749 -0.36610659956932062 -0.076082088053226457 0.74827563762664806 -0.40240204334259028 -0.076789978891611085 0.64668992161750805 -0.27220994234085077 0.68856248259544384 -0.37498599290847773 -0.51782009005546559 -0.029961229301989075 -1.4674192070960996 -0.4070566445589065 -0.48302401602268213 0.058150252327322967 -0.35800991952419275 0.023712536320090297 0.2704098522663117 -1.8714864850044248 1.4189266562461855 -0.47206467390060419 -0.23245928436517713 -0.34028896689414972 1.6552668213844302 -0.31262853741645807 1.0337280035018923 -0.85577037930488575 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 9 -3 22 7 10 19 15 12 17 -2 -4 -10 21 24 20 -17 -9 -8 -1 -5 -15 -11 28 27 -27 -6 -30 right_child=1 4 13 5 25 -7 11 8 14 16 -12 -13 -14 23 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.12152143857992199 -0.0084450082710216829 0.019389552906689044 -0.015735327235527313 -0.018607116057691369 -0.021909588886545706 0.011030491902719769 0.012372122206536145 0.023557839313908591 0.01896290264718338 0.0085398831886288711 -0.023230691038018753 0.0038445190211673051 0.0056480481465357576 -0.014817103491297418 -0.00096550099456648689 -0.027062151583136358 -0.0013506560597760188 0.022340900541229562 -0.0026778421527078608 -0.0072640252072005938 -0.026740516758590245 0.0082727668612987467 0.017221940455984536 0.020987760981952128 0.035669680342767178 0.048356530705427808 0.020860707554193898 -0.0121981275054682 0.48894775937387086 -0.0020483422821402308 leaf_weight=1.6768102097557847 340.51155384027516 58.590008606406627 218.95951144210994 441.93921836267691 152.86577794916229 66.64666269760346 55.373383988684509 199.22799698711606 99.041974356863648 64.03966587674222 82.86585077480413 294.73768526827917 310.23047633634997 24.981365718296729 402.94603314416599 83.660542914411053 105.00304344779579 283.28678846327239 80.987746055936441 27.268036256689811 19.964730098727159 55.667193567380309 17.244920340948738 46.94208316487493 52.246526231552707 8.1331286027561855 34.919999478093814 288.03406105254544 0.087950009852647781 0.16569459164747868 leaf_count=25 6465 10792 7506 10662 11974 1032 1353 2674 692 1165 7897 7053 6114 417 6615 1551 2800 9426 1478 871 535 7426 322 616 1509 190 922 9853 2 63 internal_value=-0.000891195 0.00108901 0.00320593 -0.00692186 -0.00828541 -0.0136522 0.00498742 0.00200162 0.00821156 0.00105183 -0.00415841 0.0116601 -0.00171886 -0.00973012 0.0029594 -0.00811199 0.0102669 0.0180665 -0.0151072 0.0198235 0.00191922 0.0118771 -0.0172472 0.00847883 0.0207922 -0.0116478 -0.00717428 -0.0105026 -0.0212771 0.244182 internal_weight=3918.25 2949.13 2406.34 969.112 542.797 525.831 2115.45 1462.09 728.484 443.282 733.608 653.363 650.742 290.883 501.988 221.992 221.289 358.625 164.648 226.496 75.3381 57.344 459.184 71.9234 116.286 484.207 331.087 296.167 153.119 0.253645 internal_count=120000 92030 58234 27970 33796 12016 49695 31328 10852 15954 20476 18367 12579 8539 7307 10480 5474 11314 3029 3545 1888 7451 10984 1033 2674 23004 10965 10043 12039 65 is_linear=0 shrinkage=0.05 Tree=486 num_leaves=31 num_cat=0 split_feature=453 505 495 522 453 58 501 412 507 401 197 274 80 372 437 396 443 3 513 13 512 397 259 489 371 457 515 303 503 265 split_gain=5.60219 18.0681 14.7684 12.7061 17.0677 12.645 11.7505 11.8736 11.5716 10.7768 10.5822 10.3885 10.3707 10.1107 9.90305 15.288 9.65998 8.93168 8.9003 11.5544 11.2084 8.82896 9.96565 8.74029 12.5212 20.7495 11.154 10.5032 9.14076 11.5264 threshold=-0.65482380986213673 0.12257454544305803 -0.67650207877159108 0.73035296797752391 -0.74532389640808094 -0.072528161108493791 0.24910888820886615 -0.78809395432472218 0.85766330361366283 -0.67319220304489125 1.3954049348831179 -0.28088448941707606 0.22522017359733584 1.2337971329689028 -0.26126539707183832 2.0597790479660039 0.13150890916585925 -0.35317248106002802 0.6596612036228181 1.6649456024169924 0.44484388828277593 2.0532156229019169 -0.65676239132881153 -0.54985103011131276 -0.48257341980934138 -0.4893325269222259 0.33711117506027227 0.62644204497337352 0.37115970253944403 1.955646336078644 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 9 16 7 11 -8 12 13 -1 -5 -9 15 -4 -3 -13 23 20 -20 22 -18 24 25 26 27 -2 -25 -30 right_child=18 3 14 4 -6 -7 8 10 -10 -11 -12 17 -14 -15 -16 -17 21 -19 19 -21 -22 -23 -24 28 -26 -27 -28 -29 29 -31 leaf_value=0.018497784906450085 -0.0012509671660100134 0.011619757864640362 0.001164548799135649 0.040119776235453188 -0.01312804811205818 -0.005873345297921528 -0.01385932364412263 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853.36278595312615 312.65053064294625 104.65646883193403 41.316647038096562 2715.854298496808 146.42138986653299 leaf_count=505 2783 2371 6434 172 1415 1208 3249 566 272 193 26 56 29 74 1461 19 1259 95 3923 1208 20132 231 1321 40136 4324 1668 533 278 21965 2094 internal_value=0.000124142 -0.00135866 -0.00387856 0.00255435 -0.00647084 0.00451726 -0.00859125 -0.000125751 -0.0119301 0.0135536 -0.00978028 0.0102905 0.0302272 -0.0125937 -0.00106363 0.000823268 0.00658143 -0.0119866 0.000702931 0.0028077 0.00210285 0.00267183 0.00104275 -0.000196812 0.00288358 -0.00107669 -0.00629129 -0.00332053 -0.00105964 -0.0031641 internal_weight=16322.7 4580.1 2786.76 1793.34 319.867 1473.48 1041.36 294.998 746.361 79.5952 153.35 141.649 43.6841 146.804 1745.4 1394.27 1229.7 37.9594 11742.6 3518.08 3318.42 693.057 640.336 8224.48 1798.3 944.936 632.285 527.629 6426.18 2862.28 internal_count=120000 20956 12757 8199 1809 6390 4843 1322 3521 394 666 656 201 640 7914 6453 5182 151 99044 25263 24055 2811 2580 73781 9586 5262 3594 3061 64195 24059 is_linear=0 shrinkage=0.05 Tree=487 num_leaves=31 num_cat=0 split_feature=424 299 392 328 423 452 501 400 414 501 308 293 129 139 512 513 502 37 92 512 399 360 504 501 441 375 476 479 33 493 split_gain=6.37074 13.166 9.8723 11.934 9.78405 14.73 15.2944 10.5012 10.7117 9.50382 10.1002 14.9433 11.6285 11.6733 10.0519 11.6208 9.23765 10.7578 12.1967 10.3485 9.29624 9.20849 9.19227 8.89421 8.47808 8.35653 9.61267 10.8605 9.16421 9.01959 threshold=0.66042840480804454 1.0290811657905581 -0.84431642293930043 1.2206730842590334 -1.2286279201507566 0.52911999821662914 0.646814525127411 -0.98904991149902333 -1.2989264726638792 0.78033095598220836 -0.60005450248718251 -0.38927799463272089 -0.28883112967014307 0.41850991547107702 1.0092546343803408 0.093453709036111846 0.33774127066135412 0.34430047869682318 0.013148320373147728 0.015790496021509174 4.4212496280670175 2.6343954801559453 -0.49134500324726099 0.35574768483638769 0.52700027823448192 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-0.00998121 -0.0274339 0.00907272 0.0112996 -0.00227332 0.00110864 -0.00100456 -0.00640177 0.00736441 -0.0151429 -0.0169255 7.57757e-05 0.0149977 0.00135501 0.00347608 -0.00202432 0.00772587 -0.00612701 internal_weight=14547.1 11676.5 11646.7 1854.37 9792.29 9100.51 1188.77 7911.74 693.291 2870.55 2441.68 1689.81 372.792 76.0127 428.863 395.632 1652 907.473 788.124 744.525 114.961 202.37 229.442 7218.45 22.2889 1317.01 1026.68 447.008 579.674 290.332 internal_count=120000 100344 97708 13453 84255 77605 11948 65657 4085 19656 14707 9841 2823 715 4949 4733 12208 4878 4135 7330 2688 1245 3921 61572 98 7018 5400 2397 3003 1618 is_linear=0 shrinkage=0.05 Tree=488 num_leaves=31 num_cat=0 split_feature=514 413 501 364 454 479 517 520 499 392 486 510 400 466 506 397 508 516 505 156 516 505 515 306 278 156 395 133 419 452 split_gain=18.4232 24.7979 24.5927 17.6524 17.5208 18.8282 16.9125 17.6212 16.886 14.5273 15.4008 14.3732 13.5361 15.3814 13.021 11.7542 11.6322 11.5927 13.2895 11.0234 9.51019 9.43738 9.16835 9.1059 8.63795 8.14319 8.05112 8.04878 7.87244 7.71804 threshold=0.91199100017547619 -0.76732629537582386 0.26684062182903295 -0.31955662369728083 -0.16934894770383832 0.15034873783588412 -0.036603691056370728 -0.37533353269100184 0.44043914973735815 -0.91335958242416371 0.34179751574993139 -0.72200605273246754 -0.59384164214134205 0.68144550919532787 -0.02503865864127874 -0.11342136934399603 0.57013174891471874 -0.43817432224750513 1.1865451931953432 -0.30324925482273096 0.41009381413459783 -0.78288367390632618 -0.83474224805831898 2.5176436901092534 -0.502478927373886 0.24857120215892795 -0.62619861960411061 -0.32351975142955774 -0.34567168354988093 -0.18274876475334165 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 4 20 15 28 16 27 -1 -9 -11 -10 13 14 -13 21 -4 22 -19 -5 23 -3 -14 25 -21 -2 -7 -8 -6 -30 right_child=3 2 6 19 5 26 7 9 11 10 -12 12 17 -15 -16 -17 -18 18 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.019810907692140511 -0.01047572255070559 0.038194564023488392 -0.024160955499538176 0.0069962532680369607 -0.019181359927818969 0.0042289514364998284 0.0047887455488954027 0.011038247906959833 -0.011828124677376449 -0.0077088056477648747 -0.027234716434923447 -0.012855560240410483 0.06440223480352894 0.02971942853145176 0.0040104624732638918 0.02132895744584002 0.010501218489589141 0.010906394242490148 -0.028298579310124406 -0.020400625311474838 0.026009628455471608 -0.0069255899031000255 -0.02584203486019589 0.068468942382916967 0.032152255870205204 0.014137316360312128 0.038148355079703392 0.048871823277776387 -0.009860684636180346 0.016895171317854833 leaf_weight=81.685078192182118 180.43941031274153 13.265932795562547 260.48504535177199 118.7410807418928 144.6886609151843 46.860239514673594 23.767508229968371 85.039505606633611 138.7275544856675 667.06283270365384 119.32850600258098 220.19410553248599 2.9418643745593718 36.181395037914626 237.44150894123595 146.04679367796052 26.415003020083532 836.62680903734872 22.027713208080968 8.2169861548463796 28.714001797139645 86.834184017032385 34.480938331718789 4.08737883507274 112.57723484680173 41.052509296510834 28.22397218097467 18.678767045057612 95.268287065962795 37.411025941604748 leaf_count=5092 3320 378 30727 3091 3110 11879 987 1686 1592 16750 1907 2446 66 297 1808 6544 875 7496 697 142 901 2204 1336 33 3513 733 1359 508 6834 1689 internal_value=-0.00088147 -0.00218992 -0.00622432 0.00814136 0.00204746 -0.00509082 -0.0103519 -0.00701745 0.00231516 -0.00855488 -0.0106811 0.003502 0.00503647 -0.00160167 -0.00409484 0.0122868 -0.0209496 0.00870001 0.00989164 0.0178797 -0.00101555 -0.000863916 -0.0184618 -0.00448774 0.0285221 -0.00588692 0.0170795 0.0243746 -0.0111144 -0.00227175 internal_weight=3903.51 3409.68 1799.38 493.829 598.599 352.452 1200.78 913.877 1610.31 871.431 786.391 1528.62 1389.89 493.817 457.636 246.147 286.9 896.077 858.655 239.535 254.293 100.1 37.4228 225.579 120.794 221.492 75.0842 42.4463 277.368 132.679 internal_count=120000 108267 87437 11733 33997 24871 53440 21838 20830 20343 18657 15738 14146 4551 4254 9126 31602 9595 8193 6746 4987 2582 1402 4086 3655 4053 13238 1495 11633 8523 is_linear=0 shrinkage=0.05 Tree=489 num_leaves=31 num_cat=0 split_feature=456 503 505 305 450 493 392 445 503 457 420 387 206 262 361 501 496 497 454 315 503 212 370 461 443 492 423 74 10 352 split_gain=5.49676 13.0349 10.7328 10.3512 9.98768 12.4182 11.6989 10.6051 19.1486 18.3769 16.3096 13.4815 16.8169 11.7079 11.6947 11.6795 11.531 14.0428 14.7032 11.2644 10.0936 9.80817 9.72631 9.65461 12.4905 9.58551 9.52622 8.90087 11.772 11.0407 threshold=-0.11638656631112097 1.0157070755958559 -1.2407486438751218 0.12735327333211902 0.12017260119318963 -0.13710828870534894 0.15540871024131778 -0.66730260848999012 0.23982598632574084 0.050603864714503295 -0.70850270986556996 0.066692028194665923 0.1800574213266373 2.6320694684982304 -0.5408450961112975 0.75462651252746593 -0.54815059900283802 0.1185138300061226 -0.68540534377098072 -0.42906600236892695 0.32283321022987371 -1.1325424313545225 -0.29645228385925287 1.3135218024253847 1.1311115026474001 -0.50168520212173451 0.80888760089874279 -0.69615879654884327 -0.39354552328586573 -0.093211252242326723 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 27 7 -6 -7 8 9 13 -11 12 23 15 -12 -1 -10 18 -18 21 -19 -14 -8 24 -9 -5 -15 28 29 -4 right_child=1 -3 3 25 5 6 22 11 16 10 14 -13 19 26 -16 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.008922293616739017 -0.031679616641462398 0.017217745932091074 -0.0049322483941294367 0.007658444617357988 -0.00091537738623601321 -0.011927190959036651 0.024996889905544384 0.0053333727785207403 -0.010140468456671166 -0.012472010717143373 0.030746611514554857 -0.0023021360477399845 0.02946844015240915 0.030544227424041517 0.005730590768803885 0.013207274808371373 0.016197422797198834 0.0079746727697968638 0.0030540781849709864 -0.0097107724799111346 -0.0039972992775905878 3.9734691690628591e-05 -0.0098315257639668783 0.015106272592213161 -0.005150947399962396 -0.0042417690768214132 -0.0060751383405530587 0.005058211878075084 -0.027830600971446847 0.0086747331983530289 leaf_weight=1586.7664402603405 24.528102748983656 131.57857910970051 408.67038989299908 201.70332592120394 1350.1546453761694 560.80126583372476 42.153393550222972 2620.8539618708455 201.49203430350462 88.823999092914164 64.702546992804855 1572.9235971454473 29.441051770816557 36.223300755023956 170.27217984420713 61.687452258891426 276.53353296589921 217.92584185290616 928.84913645096822 346.72421962399676 911.41214192405459 689.54297912251786 37.808334709756309 218.23913860066386 318.05154255869274 1041.7906893475738 34.335760974790901 1854.1856562539469 40.189449247904122 234.55356461211341 leaf_count=8121 17518 1600 2762 875 8195 5392 479 18335 1073 492 362 10286 167 206 975 393 1927 1195 4744 4056 6083 4106 372 1506 1360 5024 208 10696 229 1263 internal_value=0.000121513 0.00174879 0.00121221 0.00142773 -0.000396213 -0.00364008 -0.00937247 0.00022583 -0.00157208 -0.00517519 0.0057417 0.00164716 0.00311939 -0.00723465 0.0126504 -0.00809039 0.00132819 0.00232049 0.00607461 -0.00230811 -0.00168217 0.00125567 0.00847479 0.00495306 0.00419691 -0.00230699 0.0126702 0.00325984 -0.00161208 2.23837e-05 internal_weight=16302.9 3937.2 3805.62 3781.09 12365.7 1990.92 640.763 10374.8 4579.02 2042.81 323.799 5795.78 4222.85 1719.01 234.975 1648.45 2536.21 2334.72 1205.38 1065.71 1129.34 718.984 79.9617 3157.14 2938.91 1243.49 70.5591 2537.6 683.413 643.224 internal_count=120000 39967 38367 20849 80033 14438 6243 65595 25779 10757 1829 39816 29530 8928 1337 8514 15022 13949 6671 8329 7278 4273 851 21201 19695 5899 414 14950 4254 4025 is_linear=0 shrinkage=0.05 Tree=490 num_leaves=31 num_cat=0 split_feature=333 501 496 504 497 498 461 504 366 504 501 395 429 522 511 260 505 277 326 437 501 148 279 376 377 58 154 464 63 474 split_gain=6.39803 10.2029 9.51129 9.44832 9.00847 10.1831 12.2506 17.7578 8.89797 8.41506 8.55599 8.4802 15.3261 16.0223 11.407 11.4005 10.4729 12.2771 9.99872 12.3948 10.7149 8.86889 8.76138 12.6886 8.84609 8.74316 8.55424 9.42373 9.25145 8.40781 threshold=1.0904718637466433 0.72277274727821361 -0.58695876598358143 -0.72663056850433339 0.50053954124450695 0.6581096649169923 -0.079024728387594209 -0.016812394373118874 -0.49803654849529261 -0.7124740183353423 -0.58925053477287281 0.24732612073421481 0.062218874692916877 0.96109223365783703 0.59256321191787731 0.75050413608551036 0.53112822771072399 -0.30899998545646662 -0.21553875505924222 -0.4089797437191009 0.45041228830814367 0.057048533111810691 0.20249249786138537 0.70543181896209728 0.45896628499031072 -0.063974533230066286 -0.093748264014720903 -1.0787243843078611 0.096365671604871764 -0.12225030735135077 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 8 -4 -3 -6 7 -7 -2 10 -1 21 14 15 22 25 17 -15 19 -16 -20 -11 24 -24 -13 -14 27 -23 -29 -5 right_child=1 4 3 29 5 6 -8 -9 -10 11 -12 12 13 16 18 -17 -18 -19 20 -21 -22 26 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0099375729795321676 -0.0061342829850788427 0.011748735014254408 0.067936174097805571 -0.0028002381682774046 0.010018491316999808 -0.1877230224594203 -0.0031337348209437644 -0.017581778729420235 0.026569385047182738 0.001506898733173765 -0.026068731290127996 0.0011155751684620826 -0.0037081386386975017 -0.0061769701329255529 -0.013425429319728829 0.0191478023730981 -0.0095707885517446276 0.021097449045119624 -0.025022575056439397 -0.047470173883183635 -0.0039199536909902619 0.012662012977439628 -0.015395611708838975 0.023100848676388772 -0.010533743474587812 0.0083011723314085073 -0.0087845700122132862 -0.0031240617457554938 0.0087396917254845222 0.0043278282354180554 leaf_weight=22.407074288508738 30.00616509464453 379.48948104702868 5.0208221294451496 1084.2603421512176 15.610714560723865 2.915368627756834 7.0698805041611177 3.3140421994030476 65.860083775187377 6528.4547723284049 60.256171132845338 881.46836696626269 1164.0550005424011 51.348289009096334 88.140629903107765 65.850265077518998 49.031356593113742 203.80359418035368 73.674994182831142 38.783193972645677 331.25749011142761 122.73847059335094 216.76685769343749 23.563745140505489 199.70632966281846 173.94682603597175 402.29239294184663 1386.0707707116817 186.17147228177055 668.73654948233161 leaf_count=18887 139 4261 44 6325 144 18 59 27 380 37052 4535 6037 7039 389 1208 692 2379 1471 2522 1045 2767 804 1638 138 1231 1367 3969 8705 1152 3576 internal_value=9.25067e-05 0.00253601 0.000956789 0.000117189 0.00969046 -0.0171027 -0.0491479 -0.0997058 0.0162853 -0.000357631 -0.0162481 -0.000249306 -0.00230219 0.00111207 -0.00545132 -0.00113911 0.011515 0.0155887 -0.0116371 -0.0238968 -0.00777702 0.000597726 -0.00295731 -0.0115923 -0.00103235 -0.00214263 -0.00222993 -0.00067085 -0.00171561 -7.80661e-05 internal_weight=14532.1 2262.28 1853.88 1758.02 408.399 28.91 13.2993 6.22941 95.8662 12269.8 82.6632 12187.1 3561.4 1708.04 1853.36 1403.85 304.183 255.152 531.856 126.924 404.932 8625.73 1321.51 240.331 1081.17 1338 2097.27 1694.98 1572.24 1753 internal_count=120000 14973 10464 9945 4509 248 104 45 519 105027 23422 81605 29923 13337 16586 9098 4239 1860 7542 2253 5289 51682 9044 1776 7268 8406 14630 10661 9857 9901 is_linear=0 shrinkage=0.05 Tree=491 num_leaves=31 num_cat=0 split_feature=452 430 336 438 403 279 352 438 508 501 505 428 491 289 279 474 505 333 386 355 286 397 309 335 516 403 410 148 412 521 split_gain=18.1497 24.4139 24.7173 22.978 18.4934 17.9285 16.5329 16.3791 16.01 15.6003 16.8229 14.6314 13.1883 13.9181 12.9673 12.4861 11.8013 11.465 10.5763 10.1923 10.0851 10.0438 9.85742 9.627 9.20807 10.5493 8.90001 10.4152 8.39828 8.88294 threshold=-0.18274876475334165 -0.07810701802372931 0.11445893719792367 1.135445296764374 0.62830433249473583 -0.74918588995933522 -0.25522968173027033 3.3354523181915288 -0.41176959872245783 0.42468896508216863 -0.032788250595331185 -0.96387720108032215 -1.1217387318611143 -0.15253424644470212 0.85192021727561962 0.18750923126935962 -0.54120004177093495 -0.46420884132385248 0.19369164109230044 1.5255815982818606 1.4780489802360537 0.54151740670204174 0.5173054337501527 -0.69437444210052479 -0.46609184145927424 -0.74168825149536122 0.029455175623297695 -0.16012024134397504 -0.69350880384445179 1.4538440108299258 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 12 11 19 8 24 10 -6 28 17 16 -4 22 -14 18 -2 20 -7 -10 -15 -5 -3 -26 -13 -28 -1 -30 right_child=3 7 14 23 9 6 -8 -9 21 -11 -12 26 13 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.0094010289738583816 0.017340631117083709 -0.00087358977315730383 -0.01355926960512659 0.0025929443238196497 0.01645394326880039 0.015494510930344228 -0.0034553724125856154 0.021570041329284653 -0.025119077244896246 -0.022506979299487619 -0.016846050595537471 -0.016922769027001246 0.016444563221554385 0.023587649490186862 0.010566550633843128 0.002364596807560257 -0.0046176989382033101 -0.020619908006550818 0.18294472826878136 -0.028288797385488104 -0.015302473126169095 -0.0080181924551802272 -0.00012626139356125947 0.020771123280678355 0.13781266556204691 0.02309092542559997 -0.014495625025834374 0.014087716183403732 0.025060520557068706 -0.0065138271427355775 leaf_weight=47.648590005701408 6.8943539893371044 28.532191231410252 437.96372623098432 109.07109887874685 78.493032002123073 471.91780733651831 234.49150151346112 29.990803296328522 265.60871083190432 146.01614318054635 73.188375024066772 209.83246508083539 79.778700596798444 202.52083779856912 63.497335578955244 226.679041994008 396.29266969818855 82.013848714414053 1.0469355490058658 14.672630663437301 27.928807108895853 128.50546579621732 55.380401164118666 223.42972212316818 2.6676877604331812 8.0337440580478852 63.461687890696339 63.812060270516668 75.490082152420655 31.21503396728076 leaf_count=574 153 9677 8362 1688 1241 9484 6810 399 9365 12054 3698 6873 3207 6275 1995 8182 12131 2062 10 197 484 6192 1584 4242 29 183 1281 701 681 186 internal_value=-0.000856975 -0.00384107 -0.00112439 0.00305527 0.000148011 0.00265934 0.00753063 -0.0140412 -0.0165217 -0.0108466 0.000352781 -0.0047546 0.00326891 0.00498748 -0.0104929 0.0109528 -0.00107493 -0.0150138 0.0417983 0.0125469 0.013761 -0.0195593 0.018478 0.0148257 0.0138361 0.0531631 -0.0105978 -0.000125547 0.00797301 0.0157796 internal_weight=3886.08 2205.27 1741.93 1680.81 1348.3 1240.47 749.011 463.339 433.348 297.698 151.681 491.46 1050.61 960.652 501.461 484.58 476.071 89.9551 7.94129 514.519 499.847 394.114 257.901 332.501 39.2336 10.7014 337.106 127.274 154.354 106.705 internal_count=120000 63473 37628 56527 50597 27271 16975 25845 25446 16993 4939 10296 33604 31379 10357 16041 15338 2225 163 10165 9968 15557 7859 5930 9889 212 8855 1982 1441 867 is_linear=0 shrinkage=0.05 Tree=492 num_leaves=31 num_cat=0 split_feature=500 486 276 404 110 62 141 305 298 388 156 305 506 331 519 436 339 377 502 139 391 425 520 278 209 520 393 227 506 59 split_gain=5.54991 12.3674 14.9745 10.7187 8.88143 10.7107 9.54914 9.28472 9.14602 14.7001 20.0743 9.47061 8.79733 8.77696 16.1516 13.3278 8.27719 7.74104 8.28923 7.71042 7.58883 7.43442 7.36848 8.54266 11.4502 7.32235 13.1636 8.94604 7.24603 7.89866 threshold=1.0597454309463503 0.27887609601020819 -0.2414276525378227 -0.34710380434989924 0.35969273746013647 0.057796619832515723 0.022491154260933403 -0.61379620432853688 -0.044397762045264237 -0.052056120708584779 -0.2001596391201019 -0.44689498841762537 0.84364050626754772 -0.46692207455635065 1.8933094739913943 -0.49288174510002131 -0.89572641253471363 0.45896628499031072 0.072122722864151015 0.14592055976390841 -0.32223658263683314 -0.31633050739765162 1.0173223018646242 -0.29405662417411799 0.96928521990776073 1.8976901173591616 -0.79352164268493641 0.39554557204246527 -0.32024312019348139 -0.28930696845054621 decision_type=2 2 2 2 2 2 2 2 2 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 25 6 7 17 -6 16 11 -11 -10 -5 -7 15 -15 20 -3 -19 -18 -8 -4 23 -23 -25 28 27 -27 29 -2 right_child=1 4 21 12 5 13 8 -9 9 10 -12 -13 -14 14 -16 -17 19 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.00058783510357362839 -0.012923730344817594 0.0013621766290660062 -0.0034888851082784814 -0.00045854851274444112 -0.057421478188025912 -0.014439295980198713 0.0022144378732226232 0.0096733622509241682 -0.043369163943702951 0.0064783556188623961 -0.056177832859404836 0.01919098689302981 -0.03086629621251108 -0.16995481449629932 0.027874374003479214 -0.051083336272744889 0.021237949578341461 0.0026645279916690046 -0.045280061074941258 -0.0097055330507604884 -0.061727329629701989 -0.0025338848933878968 0.033326750510540425 0.019120708048170964 -0.03572941007666141 -0.032913254610271434 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9.2857 8.98627 threshold=-0.32438196241855616 -0.32272879779338831 0.33680021762847906 1.2306541204452517 2.1418179273605351 -0.76504218578338612 -1.0899879336357114 1.0608009696006777 -0.28934030234813685 -0.059774698689579957 0.57411968708038341 -0.55284079909324635 -0.44569066166877741 -0.41517621278762812 0.063317779451608672 0.33241192996501928 -0.079618319869041429 -0.05914055556058883 1.172493636608124 -0.21731594949960706 -0.35052914917469019 -0.45471063256263727 -0.06383719295263289 -0.58059030771255482 0.355456292629242 -0.47399251163005823 0.43065647780895239 -0.69077327847480763 0.61844787001609813 -0.5302632451057433 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 6 7 4 8 -6 -2 -3 -4 11 18 17 22 23 15 16 -15 -1 -11 20 21 -19 -13 -12 -17 -21 -24 -20 -22 -28 right_child=1 2 3 -5 5 -7 -8 -9 -10 10 13 12 -14 14 -16 24 -18 19 27 25 28 -23 26 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.0072774401735621139 0.0100998872697661 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286.24065276840702 9.2822621298837458 60.841469467617571 413.44462732993998 137.8220239225775 243.29069723885914 198.41210014052922 19.543720085392124 145.59155766293406 5.8016894161701229 360.57119354551833 20.445818888023496 12.988665230368495 leaf_count=1209 3024 14628 2283 674 17 98 21346 573 3599 23427 394 6925 23910 4003 2733 411 1365 1211 226 315 1813 610 1363 793 137 727 41 1963 84 98 internal_value=9.06112e-05 -0.0017399 -0.00510706 -0.00131332 0.000642484 -0.0521647 0.000847586 -0.00946501 0.00127068 0.000689282 -0.000912132 0.00193526 0.000793801 -0.00516611 -0.00760832 -0.0112113 -0.0133043 0.00671231 0.000828501 0.00831823 0.00591403 0.000259797 -0.0045046 0.00416137 0.00685326 0.0182784 -0.0132999 -0.00700935 0.0114273 0.0207029 internal_weight=14516.7 3575.52 1554.48 831.716 750.094 8.62823 2021.04 722.76 741.466 10941.2 4785.96 6155.19 4969.02 1390.46 1102.38 768.463 688.945 1186.17 3395.5 1064.39 857.953 424.063 1430.2 288.08 79.5183 206.433 262.081 369.853 433.89 18.7904 internal_count=120000 46242 21872 6671 5997 115 24370 15201 5882 73758 35452 38306 32337 9836 8649 5916 5368 5969 25616 4760 3718 1821 8427 1187 548 1042 1502 2189 1897 139 is_linear=0 shrinkage=0.05 Tree=494 num_leaves=31 num_cat=0 split_feature=516 335 465 515 517 419 418 516 285 513 460 452 418 453 434 369 418 18 430 515 509 478 386 377 507 506 430 261 516 451 split_gain=17.9635 25.5439 22.16 20.8537 19.643 17.7492 17.2434 14.2857 13.9841 13.6195 15.8784 12.3257 12.2998 11.9822 11.5581 11.9889 11.2299 11.6311 10.9502 10.8542 10.6488 9.66823 9.46261 10.8468 9.42673 19.8791 9.015 8.69422 8.63935 8.52947 threshold=0.095541097223758711 -0.8493714928627013 1.2419154047966006 0.56328448653221141 1.3943279981613161 -0.34567168354988093 0.99756401777267467 0.41009381413459783 0.010557712055742742 0.32516670227050787 0.36162427067756658 -0.33553618192672724 -0.18432645499706266 -0.63099157810211171 -0.76812916994094838 0.45527040958404547 0.7631116807460786 -0.4870146363973617 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internal_value=-0.000838301 -0.00287872 -0.000275009 0.0048469 -0.00176908 -0.00492423 -0.00856153 0.000711987 0.00361715 0.005966 0.0165669 -0.0120879 0.0166851 -0.011492 0.000438953 -0.00250628 0.00360285 0.00134586 0.00801058 -0.00567139 0.0125337 0.0259224 -0.00158026 -0.0154409 0.00362663 -0.00405832 0.0165041 0.00262347 0.0226372 0.0261565 internal_weight=3872.02 2850.06 2189.02 1021.96 2012.15 1429.67 1002.59 766.122 224.799 582.483 199.238 777.794 176.872 661.039 383.244 343.445 427.077 396.789 357.791 408.331 282.479 39.7994 326.789 89.4466 237.342 148.438 88.9038 138.964 168.237 116.635 internal_count=120000 97156 76428 22844 72238 65090 35648 15972 6189 7148 3108 29459 4190 20728 4040 3571 29442 28662 9030 6942 6366 469 5389 2432 2957 1625 1332 1064 2545 2132 is_linear=0 shrinkage=0.05 Tree=495 num_leaves=31 num_cat=0 split_feature=394 498 434 398 360 154 455 305 495 40 251 466 460 487 259 29 518 438 36 394 190 263 481 453 490 497 515 512 454 497 split_gain=5.33163 8.41114 10.7806 10.3658 8.61614 8.2917 8.28249 7.83068 9.22984 9.18717 7.56076 7.51455 8.63577 12.2271 8.92125 8.61696 8.86094 9.45212 8.07705 8.63417 8.12814 7.81059 8.31919 7.78666 12.2203 15.1987 11.8167 9.94346 9.92724 12.6219 threshold=1.6167016029357912 -0.20298065245151517 -0.16784052550792691 2.9166532754898076 6.1674087047576913 0.043772144243121154 -0.90733462572097767 -0.098302159458398805 0.080472148954868331 -0.14181906729936597 -0.15869720280170438 -0.81996765732765187 -0.7833464741706847 0.61407881975173961 3.1402775049209599 0.50790235400199901 1.6418965458869936 0.37875692546367651 -0.98572438955306996 -1.5345687270164488 -0.3905434757471084 0.17411380261182788 -0.3972525000572204 -0.49067367613315577 -0.31752066314220423 0.71611595153808605 -0.5147154927253722 1.135204613208771 -0.40710531175136561 0.0045459901448339233 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 3 -3 -2 5 7 -7 8 -4 -9 -5 12 -1 15 18 16 -14 -18 20 -20 -15 22 -17 24 25 -13 -25 -28 -26 -30 right_child=1 2 4 10 -6 6 -8 9 -10 -11 -12 23 13 14 -16 21 17 -19 19 -21 -22 -23 -24 26 28 -27 27 -29 29 -31 leaf_value=-0.0022132841148426309 0.0049797359767940856 -0.013050960934841078 -0.0019642352839695071 -0.034661479149612311 0.068736913251534318 0.046438884555967674 0.0039482141884874542 0.019113210987562714 -0.018947461289636598 -0.015123755172452298 0.034627040475087037 0.0010055999882796101 0.011018021089863635 0.0077730146780848365 -0.056883081817430459 0.046739075347662133 0.010243921547801606 -0.073614473904834346 0.013574334048807053 -0.0033819921235922999 0.042586030124230172 -0.023938727833219473 0.011618729057945441 -0.0034421392278350471 -0.010744907317576749 -0.013564938578638672 0.0018159249678473329 0.016727209185177627 -0.0075995684172431733 0.0007638868720492789 leaf_weight=421.16916012077127 391.16711151535856 323.92531727754977 242.67157444078475 27.23045323765837 4.2376467417925587 15.906270097242666 41.643739439896308 64.342607802740531 119.85119929219945 27.915282498230226 4.4469502104911944 4121.617063329817 328.85360691871028 78.720940524770413 6.318302064202725 42.575953874737024 6.7058740792563167 6.420338137075305 91.985555919702165 406.07634304408566 21.431938635185361 6.4817969356663516 28.748094950336963 1147.806706091782 455.04002109446446 186.98103039919806 5643.9688431972027 114.06178056076169 741.39651529819821 1149.6014978429012 leaf_count=1935 2544 1875 1347 175 24 131 245 320 1033 119 143 21034 1846 546 36 231 82 34 391 2424 105 59 160 27908 2688 1340 40526 693 3730 6276 internal_value=0.00011473 -0.00300422 -0.00589962 0.00273923 -0.00140388 -0.00200709 0.0158391 -0.00427941 -0.00759641 0.00869453 -0.0246989 0.000377663 0.00380459 0.00628381 0.00172147 0.0128402 0.00939589 -0.0306416 0.00235821 -0.000238246 0.0153077 0.0278831 0.0326894 1.19734e-05 -0.00120819 0.000371819 0.00118848 0.00211246 -0.00411197 -0.00251273 internal_weight=16269.3 1263.34 840.494 422.845 516.568 512.331 57.55 454.781 362.523 92.2579 31.6774 15006 1445.49 1024.32 604.533 419.786 341.98 13.1262 598.215 498.062 100.153 77.8058 71.324 13560.5 6654.64 4308.6 6905.84 5758.03 2346.04 1891 internal_count=120000 7956 5094 2862 3219 3195 376 2819 2380 439 318 112044 7849 5914 3502 2412 1962 116 3466 2815 651 450 391 104195 35068 22374 69127 41219 12694 10006 is_linear=0 shrinkage=0.05 Tree=496 num_leaves=31 num_cat=0 split_feature=509 400 512 412 374 324 5 477 489 488 410 353 254 203 479 80 369 473 377 405 163 409 494 338 123 395 471 264 278 267 split_gain=6.15682 10.1736 9.28351 8.26142 10.3462 8.18668 8.15648 8.13882 7.60313 9.84004 7.89925 7.12708 12.5101 8.35915 10.1333 10.1729 9.43388 8.89226 8.77744 8.11297 12.4925 8.07392 9.6818 8.30196 10.5552 10.7713 9.05949 8.25265 8.13537 7.61445 threshold=0.95660114288330089 1.5595403313636782 1.1707963347435 1.1791462898254397 -0.016590446233749386 0.029963941313326362 0.10126021504402162 -0.29076032340526575 2.1082152128219609 4.1838669776916513 0.94802722334861766 1.2890424132347109 -0.34726969897747034 0.14144213497638705 -0.0165938027203083 -0.18296723067760465 -0.84000980854034413 0.60550338029861461 0.77664005756378185 -0.23035506904125211 -0.71443939208984364 1.9718518853187563 0.40044179558753973 0.74955868721008312 -0.49438986182212824 -1.0953856110572813 0.45420074462890631 -0.30088678002357477 2.0579867362976079 -0.075496014207601533 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 8 5 -5 -6 -3 9 10 -2 13 -13 21 16 -16 -15 29 -19 -17 -21 23 -23 26 25 -25 -1 -28 -26 -18 right_child=1 7 -4 4 6 -7 -8 -9 -10 -11 -12 12 -14 14 15 19 17 18 -20 20 -22 22 -24 24 28 -27 27 -29 -30 -31 leaf_value=1.815868387963329e-05 0.00070104177704875511 -0.0065617725219182165 -0.041878134065880576 0.0023724230313898059 -0.021585508069265822 -0.041420385668533038 -0.074051995857488659 -0.043352115529731165 0.035830113447819729 -0.11482780104460109 -0.0075707834911048176 0.00030310493827458802 -0.012249801634616413 0.0043405211696612798 -0.00093925921243751388 -0.019518156650149755 -0.0037669952144111871 0.011119637589995804 -0.010956892611997511 0.022461336831941847 -0.009921515721713129 0.015117507676918683 -0.0061620829053583353 -0.035560869806914412 0.0091229390605061748 0.002205050690513253 0.013815805318224551 -0.0069411521087389631 0.037563526725360674 0.00085550200354937993 leaf_weight=3586.069178463571 1542.1801607567759 35.716601828287821 14.253647014527813 73.800242751603946 31.464314919052413 12.346388974954605 9.8666281132318527 26.408521500998177 14.042710902635006 1.7960633514448989 354.77826824733347 612.88460095749178 292.91219704700052 1221.1095992667106 628.16044633352431 168.15133443378727 1749.0333437603986 262.3666405431577 54.043952573323622 34.824211344952346 200.07394875596219 232.97836529969936 68.917412660754053 19.377042259293376 531.4954740057874 608.51740888757922 221.16972670612449 60.691352919398923 26.450463453482371 1812.8731091756927 leaf_count=30627 20089 272 258 538 191 124 84 279 83 14 2030 4702 3636 6999 4306 1226 10690 1445 255 228 2953 1375 427 137 3671 4344 1368 7331 134 10184 internal_value=9.11382e-05 -0.00240057 -0.00179458 -0.00151006 -0.0138315 -0.00388666 -0.0343796 -0.0223257 -0.000685604 -0.000960171 -0.000843677 0.000517157 -0.00375158 0.00085425 -0.000405766 -0.00492639 0.000507497 -0.000698143 0.00733083 -0.0111262 -0.00509189 0.00229751 0.0102428 0.0018217 0.00548211 0.00102614 0.000698076 0.00932773 0.0104867 -0.00141296 internal_weight=14508.8 2116.65 2054.53 2040.27 127.478 86.1466 41.3309 62.1251 1912.8 1898.75 1896.96 12392.1 905.797 11486.3 6130.64 1031.21 5099.43 3878.32 316.411 403.049 234.898 5355.67 301.896 5053.77 1185.84 627.894 3867.93 281.861 557.946 3561.91 internal_count=120000 23962 23411 23153 937 662 275 551 22216 22133 22119 96038 8338 87700 38286 8713 29573 22574 1700 4407 3181 49414 1802 47612 8286 4481 39326 8699 3805 20874 is_linear=0 shrinkage=0.05 Tree=497 num_leaves=31 num_cat=0 split_feature=391 398 447 370 428 486 501 430 521 504 506 272 422 412 377 505 309 317 423 434 516 8 450 516 380 318 519 373 386 516 split_gain=17.9236 20.8368 20.6123 19.3781 17.7387 21.6986 16.1327 19.8378 15.3454 15.9666 16.8721 15.0796 13.927 13.6252 13.5297 13.3765 13.3675 17.0675 13.1292 12.55 12.4258 10.9584 10.9405 10.5507 10.5254 17.5674 10.5083 10.4888 10.436 9.81732 threshold=-0.35629971325397486 0.21652050316333774 -0.45990920066833491 1.0000000180025095e-35 -0.90627864003181446 -0.12790089845657346 0.36725078523159033 -0.39223888516426081 0.76642620563507091 -0.028831247240304943 0.5332164764404298 0.21445471048355105 -0.74604126811027516 -1.0807131528854368 -0.12942163646221158 -0.81836289167404164 0.82842203974723827 -0.88900166749954213 0.76545652747154247 -0.65515202283859242 -0.39507739245891565 0.7789580523967744 -0.45426340401172632 0.38376969099044805 5.7672026157379159 0.61131381988525402 2.3757822513580327 0.6272382140159608 -0.026567209511995312 -0.12161376699805258 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 13 20 8 19 15 -10 21 12 -4 -1 -5 -2 17 -15 29 27 -6 -11 -16 -7 -3 -26 -9 -8 -14 -17 right_child=6 24 3 14 5 23 7 26 9 10 -12 -13 28 16 22 18 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.014667298665780235 0.027512472413965747 -0.009753159844128936 -0.019597168532201156 -0.0072056198536683816 -0.028612429742732509 -0.018974198652623103 0.0011240871891004835 -0.020510960054527624 0.045748829446860699 0.0027019806982992865 0.033059904894068383 0.027134114495292405 0.013587785142043408 0.037543792918123681 -0.0054809866920991178 -0.017782114386606901 -0.013196299572075599 0.0080321153785380597 0.0090358074947909338 -0.0075426035271125499 0.0057392029614223442 -0.041822105895103101 0.023475106746924199 0.018078008293844126 0.36875888720393135 -0.018070386661693822 0.029031204164572756 0.037733136201196733 -0.011670075244651308 0.0014333359053446005 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0.00240477 -0.00766461 0.0121702 -0.0164848 -0.00927997 0.141934 -0.0189803 0.0144129 0.0114664 -0.0117074 internal_weight=3857.04 2555.59 2180.64 1121.98 1058.66 607.215 1301.45 716.504 584.95 146.537 114.54 720.933 569.458 451.445 401.044 438.412 383.779 329.092 407.521 359.358 301.205 76.6844 136.452 306.01 374.95 1.04344 357.146 85.1557 530.946 306.302 internal_count=120000 51397 32983 18035 14948 10613 68603 33147 35456 6592 6316 11558 8626 4335 6477 28864 3519 2841 11350 9059 6241 804 2271 4372 18414 51 24088 2180 7881 8921 is_linear=0 shrinkage=0.05 Tree=498 num_leaves=31 num_cat=0 split_feature=277 333 454 501 498 445 515 364 516 464 467 522 483 498 496 509 497 457 518 322 404 285 389 504 361 48 261 430 353 402 split_gain=5.34391 8.35181 9.9912 9.95645 17.2421 14.0014 15.4448 13.9263 13.7333 11.7309 12.5124 10.6939 12.1544 12.7203 10.4154 14.3122 13.3851 12.6813 10.5879 10.3363 10.0194 11.5725 10.6582 9.82273 9.80382 9.32582 9.30791 9.23377 8.2766 8.2036 threshold=-0.83698242902755726 1.0904718637466433 1.150205194950104 0.66841390728950512 0.99114879965782177 -0.78329470753669728 -0.58519616723060597 0.095586303621530547 -0.35823792219161982 -0.79968947172164906 -0.42789424955844874 1.0990539193153384 -0.008185775484889744 -0.23072393238544461 -0.013374499976634978 1.2968510389328005 0.58722904324531566 -0.89240851998329151 1.3548974394798281 -0.035023227334022515 0.39036715030670172 -0.19462641328573224 -0.81973320245742787 0.34336701035499578 0.13908498734235766 -0.26549312472343439 3.0177875757217412 -0.094493195414543138 0.26785081624984747 4.5637757778167733 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 26 5 8 11 7 19 24 10 -10 12 27 -14 17 16 -16 -6 -19 -7 21 -8 -22 -13 28 -9 29 -2 -5 -3 right_child=1 2 -4 4 14 6 20 25 9 -11 -12 23 13 -15 15 -17 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.002239539740341938 -0.0023494566837926126 -0.003308879651471443 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10.003362981602548 250.50332843090291 63.719087721168762 1847.3239755625691 746.1830373503326 98.820661432080669 201.28890958800912 57.261948698098422 10.271399466320871 523.13673435460078 64.379171140957624 7.3791113235056391 leaf_count=24152 5457 9678 132 2465 50 3606 18010 1894 564 6960 2696 549 2784 3379 661 17 106 137 48 7849 357 13760 5476 922 1434 2012 57 2893 1857 38 internal_value=0.000113013 -0.000273159 -0.00378723 0.000158395 0.00317429 -0.000514962 0.000715278 -0.00556153 0.00193855 -0.000423417 -0.00790057 -0.00335539 -0.00257055 -0.00611199 0.0188045 0.0103229 0.00687936 0.0377696 0.0504705 -0.00254059 0.00159628 0.000805984 0.00677744 -0.0146449 0.00893913 -0.0190189 -0.00324389 0.000457168 0.0143448 -0.00357991 internal_weight=16256.3 13756 1505.75 12250.3 2237.19 10013.1 6985.73 859.059 2073.67 1550.07 392.052 3027.33 2831.08 1305.56 163.514 113.274 109.395 50.2401 40.0088 701.97 6126.68 5316.77 809.902 196.249 523.607 157.09 1479.89 1525.53 322.318 1469.62 internal_count=120000 95848 9905 85943 16995 68948 52964 15361 15976 10220 3260 15984 14513 6163 1019 784 767 235 185 11455 37603 31770 5833 1471 5756 3906 9773 8350 4322 9716 is_linear=0 shrinkage=0.05 Tree=499 num_leaves=31 num_cat=0 split_feature=516 515 429 256 493 369 414 98 84 474 516 274 515 501 508 505 420 510 516 92 522 472 505 483 510 437 438 481 100 3 split_gain=6.06504 7.2815 7.21708 7.50121 7.79167 8.40102 7.36786 12.1994 7.24175 6.89724 6.72494 18.1503 14.0971 14.0611 13.1197 11.6508 11.1358 10.2819 9.60218 11.6399 11.0614 9.4858 15.1058 10.9956 10.2207 9.46293 9.27724 9.11438 10.7884 8.83026 threshold=2.4689922332763676 1.3402309417724612 1.710890054702759 -0.39504326879978174 -0.16295948624610898 0.69376084208488475 -1.1053112745285032 -0.76039651036262501 -0.32445479929447169 0.084061343222856535 0.12433848530054094 0.74097737669944774 0.56328448653221141 0.66841390728950512 0.17760301381349566 -0.1799846068024635 1.8308646678924563 -0.93281498551368702 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0.00826183 0.00611672 -0.00769406 -0.0173989 0.0114845 -0.010251 0.00279141 0.0161242 -3.52998e-05 -0.00329797 0.000326846 0.00673096 0.0115298 0.00781444 -0.00010286 -0.00550083 0.000326898 -0.00280962 0.00101637 -0.00617034 0.000964032 0.00756005 -0.0164485 -0.00107111 0.0164544 -0.00235336 -0.00587547 -0.00910649 internal_weight=14499.7 14485.5 269.32 252.49 70.395 52.647 182.095 31.8218 26.9781 150.273 14216.2 1421.6 12794.6 805.153 527.188 291.593 11989.4 884.915 11104.5 1999.75 9104.75 1130 328.985 238.85 90.1349 147.875 379.313 277.965 241.757 801.019 internal_count=120000 114408 2094 1985 710 638 1275 175 150 1100 112314 13813 98501 4441 2598 2889 94060 4936 89124 14046 75078 10924 4512 3829 683 679 1919 1843 1584 6412 is_linear=0 shrinkage=0.05 Tree=500 num_leaves=31 num_cat=0 split_feature=433 293 418 430 516 452 453 418 359 363 520 516 495 505 505 515 516 453 434 454 309 395 501 444 449 510 425 497 333 429 split_gain=17.3772 19.832 23.5422 22.5718 16.6933 13.8546 12.9814 12.7563 12.6318 12.4292 12.3694 11.9568 12.0983 11.3904 11.3521 11.2939 15.1119 14.0701 13.405 11.2547 11.1849 10.8738 11.0566 10.0398 12.4653 9.72976 9.46228 8.7911 8.73739 8.6011 threshold=-0.50954437255859364 -0.51367989182472218 -0.2326557859778404 -0.07810701802372931 0.02797032613307238 0.1598131209611893 -0.54922187328338612 -0.010085672605782746 1.7770472168922427 -0.096980854868888841 0.47175462543964392 -0.036332577466964715 -0.33777922391891474 0.44761665165424352 -0.54120004177093495 0.40385711193084722 -0.26560251414775843 -0.63681033253669728 -0.77696827054023732 0.30169208347797399 -0.41157878935337061 -0.15588362514972684 0.34779317677021032 -0.60466894507408131 -0.41459310054779047 -0.83604606986045826 -0.65648475289344776 0.61424240469932567 -0.61202648282051075 -0.62686559557914723 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 8 6 13 26 28 -6 14 19 23 12 -8 15 -3 16 -1 -18 -19 -4 -12 -7 -23 24 25 -9 -5 -14 -2 -24 right_child=1 2 9 5 7 21 11 10 -10 -11 20 -13 27 -15 -16 -17 17 18 -20 -21 -22 22 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01451251776561282 0.024372880666758079 0.013128903695895162 0.019606979145039449 -0.0073528373074398098 -0.014296038003182044 -0.019478790592933448 -0.017521154025889014 -0.022862615134220932 0.032065071165788946 -9.8698335009140758e-05 0.0063769083799676343 0.0060900911407126609 -0.0049574073047953778 -0.025676927752436175 -0.0095161880021434817 -0.021709369608045995 0.013243162522942768 0.020858625651140356 -0.010622590169872728 -0.0029933994508291586 -0.015220244438047974 0.035518443492718217 0.034306383541633186 -0.0026899838599366913 -0.01094398787996098 0.02764252332965297 -0.02674710187455126 0.024677177594880355 0.0053043736928824504 -0.013229219906669233 leaf_weight=253.71110878052423 73.483690327499062 68.392053077259334 433.04823829507222 107.47795182283153 107.42518156708684 41.579543791362084 184.66425509707187 10.029045813251285 24.284230198798468 139.92029554676265 130.69450459996006 213.73450358764967 106.04378285846906 96.133110555732856 285.63170552290103 117.71374614915112 149.4598104172037 39.563794454035815 226.63426968746353 62.654368071001954 110.33009726484306 30.83083754463587 12.306028228544163 78.809643600077834 29.672082542208955 144.03070682124235 154.79227150266524 32.607982930348953 335.02671383140841 40.584647203446366 leaf_count=10907 1049 19585 12226 4328 1644 3296 2662 74 556 8603 1164 2971 4073 5793 10668 2540 2094 721 3718 701 1107 679 313 1420 279 1963 7296 526 5199 1845 internal_value=-0.000804846 0.00187687 0.0071478 -0.0021285 -0.0050204 -0.0122908 0.00203246 0.00132644 -0.00271656 0.0130262 0.00467127 -0.00307003 -0.00914098 -0.00941634 -0.00512491 -0.00742093 -0.00489786 0.000960828 -0.00591883 0.0167403 -0.00349076 0.0013487 0.011763 0.0121819 0.0185862 0.0243096 -0.0188242 0.00198875 0.00875182 -0.00203093 internal_weight=3841.27 2347.06 1013.93 1333.13 1494.21 387.571 945.561 610.991 378.308 635.623 503.566 537.051 323.316 883.216 354.024 787.083 669.369 415.658 266.198 495.703 241.025 125.301 83.7215 262.541 183.732 154.06 262.27 138.652 408.51 52.8907 internal_count=120000 86576 52339 34237 33424 17757 16480 7651 30809 21530 6007 10232 7261 25773 30253 19980 17440 6533 4439 12927 2271 6133 2837 3736 2316 2037 11624 4599 6248 2158 is_linear=0 shrinkage=0.05 Tree=501 num_leaves=31 num_cat=0 split_feature=500 486 383 520 453 506 169 497 390 110 62 496 396 141 340 67 357 261 403 385 226 451 247 517 377 48 407 104 496 395 split_gain=5.39214 11.4137 11.7343 11.6536 11.6556 9.56443 9.91053 9.32605 9.27651 8.31291 9.89791 9.07257 10.9459 8.80698 8.7464 7.93098 7.73511 7.63795 8.46441 7.63002 7.53866 7.47133 7.99538 7.33236 13.4999 9.85639 9.19428 7.619 7.50506 7.22185 threshold=1.0597454309463503 0.27887609601020819 -0.29962302744388575 0.44341519474983221 -0.62219384312629689 0.14769333600997928 -0.76536202430725087 -0.5636705458164214 -0.017700509168207642 0.35969273746013647 0.057796619832515723 1.1330178380012514 -0.41947774589061732 0.022491154260933403 -0.92418417334556568 -0.72861510515213002 1.3307297229766848 1.2932005524635317 -0.011035289149731396 -0.75906160473823536 3.6842306852340703 0.19606798142194751 -0.26553145051002497 1.4773259162902834 -0.19215304404497144 0.76463890075683605 -0.48873583972454065 -0.31763330101966852 -0.64827561378478993 -1.0458764433860777 decision_type=2 2 2 2 2 2 2 2 2 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 8 6 20 -4 -5 13 19 -12 -13 23 -15 -9 -8 18 -17 -11 -2 -6 -23 26 27 -26 28 -25 -3 -16 right_child=1 9 7 4 21 -7 16 15 -10 10 11 12 -14 14 29 17 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.00057345483986879272 -0.017588451379260576 -0.0093005962350471132 0.017066803213900823 -0.0061037218434638954 0.010730037233113346 -0.017347841007188943 -0.0050250164992171401 0.022678926541108188 -0.04677496534835069 -0.02951666449143996 -0.019540843326265926 -0.14309866037546554 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1336 136 623 684 1381 3936 5519 312 84 92 217 31 35 99 153 885 296 174 1062 245 30 683 398 430 165 26 2083 136 776 2237 internal_value=0.000110773 -0.00168372 -0.00391114 -0.00546972 0.00122894 -0.00788915 -0.00596335 0.00501445 -0.0105754 0.00216515 -0.0115202 -0.0287052 -0.0842044 0.00341317 0.00946455 -0.00114412 -0.00371993 -0.00518059 -0.000426665 0.00257904 -0.0160734 0.00641772 -0.00664923 0.000150105 -0.0113507 -0.0409115 0.00234868 -0.00146763 0.0123945 0.0111283 internal_weight=16242.4 3327.15 2108.32 1795.41 475.866 1319.54 1096.9 312.914 144.977 1218.83 101.457 45.8381 6.30294 1117.37 390.839 206.878 898.22 177.151 146.886 55.6189 198.683 330.888 81.8021 726.534 116.167 28.9016 610.367 87.2656 165.851 372.645 internal_count=120000 24264 17403 14347 3230 11117 7181 3056 768 6861 620 283 66 6241 2489 2433 5815 2121 1947 337 1366 2462 1081 3752 757 191 2995 566 912 2390 is_linear=0 shrinkage=0.05 Tree=502 num_leaves=31 num_cat=0 split_feature=409 398 430 503 304 432 446 484 522 509 511 512 77 148 286 452 511 390 256 396 503 493 509 200 288 501 275 161 101 327 split_gain=6.06021 9.38044 11.0015 12.7494 13.4724 11.2921 12.7856 10.5904 12.8766 10.5012 10.3827 13.4556 10.2562 11.9394 11.0535 10.8208 10.4783 10.2899 9.87637 9.82021 9.54531 9.1913 9.17628 11.9225 9.15758 8.98543 8.60781 8.47667 8.36204 11.3346 threshold=-0.68233358860015858 -0.87561264634132374 -0.52987310290336598 0.35366989672183996 -0.18604403734207151 -0.58900296688079823 -0.32580439746379847 -0.78444772958755482 1.0990539193153384 0.85221377015113842 0.13303652405738833 0.87827080488204967 0.10822037234902383 0.057048533111810691 0.75043612718582164 0.34186390042304998 0.97342541813850414 6.020097255706788 1.7128034234046938 -0.62188345193862904 -0.39810645580291742 -0.16009712219238278 -0.41517621278762812 0.32923899590969091 -0.0025351425865665074 0.6612556278705598 1.0126228332519533 0.74384504556655895 -0.54770761728286732 0.92509374022483837 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 20 12 4 7 6 9 24 -9 -5 25 -12 13 15 27 17 -17 -3 19 -7 -2 26 23 -14 -4 -6 -22 -15 -23 -30 right_child=1 2 3 5 10 18 -8 8 -10 -11 11 -13 22 14 -16 16 -18 -19 -20 -21 21 28 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0017574205712700538 -0.020362203429708344 -0.00015312234789563014 0.0091796290573865694 -0.0043389825104157287 -0.0038494069722507019 0.0099155556282054282 0.0031205205808596329 -0.00096855608635448755 0.019421477097080982 -0.025918892599689287 -0.0078746629756248979 -0.039914884310100637 -0.0031997297709938513 -0.019125749434550868 0.001357153420843 -0.0061015982893168168 -0.033690039818625971 0.048875239908150958 0.019450801971663684 0.0024755618690123198 0.0071975982255741049 0.00040767103168757365 -0.00082464982054028459 0.024183618538914528 0.043713415242843313 0.010105168275395751 -0.02278630970584548 0.0092336045333507935 -0.0049644343167985164 -0.019438128313109308 leaf_weight=3942.993436642224 84.053234394654282 1450.6366066711198 162.43678479592199 265.02296802467026 497.81857104012306 618.64554042738746 624.42835066722182 1115.6378795598939 83.090874754416291 71.836259057716234 563.46189550371491 34.808522163424641 63.765877817917499 274.49585157481488 122.28845755227667 542.18126801248582 36.776809250441147 10.680417314171789 117.72625705384417 1576.8902581954608 283.84509354562033 472.59235749287473 300.48564294983225 104.06458255075268 21.830570460035233 149.98930515279062 25.980781673453748 28.837725340184988 672.02852624111983 169.88315783304279 leaf_count=24858 1039 10822 1000 1804 11564 4676 4172 14269 574 527 4089 239 659 2719 759 3161 567 41 1262 13718 1309 3126 3027 883 196 1189 116 265 6328 1042 internal_value=8.47991e-05 -0.000540093 0.000114993 0.00135921 -0.00123252 0.00344157 -0.00110883 0.00216234 0.000442127 -0.00896213 -0.00500429 -0.00975354 -0.00238663 -0.00367598 -0.0112951 -0.00208364 -0.00786823 0.000205113 0.00533464 0.00457459 -0.00393173 -0.00307723 0.00439106 0.013754 0.0133195 -0.000609675 0.00466059 -0.016411 -0.00490504 -0.00789287 internal_weight=14489.2 10546.2 8837.84 5903.62 2629.07 3274.55 961.288 1383 1198.73 336.859 1246.08 598.27 2934.21 2465.9 425.622 2040.28 578.958 1461.32 2313.26 2195.54 1708.38 1624.33 468.316 167.83 184.267 647.808 309.826 303.334 1314.5 841.912 internal_count=120000 95142 82182 59279 33120 26159 6503 16039 14843 2331 17081 4328 22903 18334 3743 14591 3728 10863 19656 18394 12960 11921 4569 1542 1196 12753 1425 2984 10496 7370 is_linear=0 shrinkage=0.05 Tree=503 num_leaves=31 num_cat=0 split_feature=392 516 465 513 506 283 503 513 502 513 445 501 481 374 506 422 335 62 494 501 418 403 497 472 306 258 372 162 410 256 split_gain=17.2494 22.1514 20.1045 18.9273 19.0148 19.5887 16.7906 16.5075 16.0589 15.3818 16.3687 14.9816 14.9507 14.3783 15.1845 14.08 13.2409 12.6361 12.4735 12.3584 13.8852 11.4824 11.3897 11.2295 9.87646 10.7336 9.38224 9.01146 8.97064 8.79044 threshold=-0.50417414307594288 -0.06383719295263289 1.0000000180025095e-35 0.47819954156875616 -0.21765038371086118 -0.63807559013366688 0.23535353690385821 0.10295076668262483 -0.48867194354534144 0.514366775751114 -0.33972834050655359 0.22992813587188723 -0.16966257244348523 0.52994325757026683 -0.45694594085216517 -0.11762945726513861 -0.86179822683334339 -0.40050129592418665 -0.14997796714305875 0.66476246714591991 0.91001608967781078 0.16118269413709643 -0.19765621423721311 -0.42173577845096583 1.1531592607498171 1.1496145725250246 1.2337971329689028 -0.14324748516082761 -0.60015746951103199 1.587421238422394 decision_type=2 2 2 2 2 2 2 2 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 19 4 5 24 7 22 -5 10 21 -11 16 14 -13 17 -4 -7 -17 20 -1 -3 -6 -16 -2 -26 -22 -10 -9 -18 right_child=1 9 12 8 6 15 -8 28 27 11 -12 13 -14 -15 23 18 29 -19 -20 -21 26 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0050076442220414212 -0.021136355359443509 0.033474501490167397 -0.0060085171994488694 0.014877512345456362 -0.006493636705616871 -0.02883926707849176 -0.0078372222039948519 -0.021122258306576394 -0.024466044860826226 0.016063628188431781 -0.010415184485396618 0.048531932117877985 0.022983618760021897 -0.016935594018989676 0.002751015691294106 -0.012667499350861556 0.011160809785176258 -0.00066065273273044204 0.016999340440080942 -0.019740051094411942 0.013492261403139012 0.00049916249707892884 0.061209891066187218 -0.012799899601062438 0.25384763429377555 -0.0227435416283291 -0.017122925004457373 -0.0041409766456419845 0.017306955554192982 -0.03024338530956433 leaf_weight=485.38360439246753 218.95605521535617 93.275975972326705 179.81932014180347 34.852800308319274 7.5709986631991333 64.755709172473871 87.045348282495979 19.59642795304535 286.74929427957977 110.83120117866201 46.269107009691652 15.545164047623983 151.04494647035608 159.76638029469177 436.95060292584822 48.911558974534273 447.8941663079022 103.90568482343224 126.60263260314241 90.808916224632412 207.02428586300812 37.241277714812895 31.109384095529094 157.87197026552167 0.58456628717249148 0.62787261686753482 28.242021882382687 68.1537623135373 65.233136371010914 13.041337236412799 leaf_count=18240 9950 1484 3511 846 152 4960 4669 398 8335 3771 2490 223 2809 2865 5997 1615 9660 15519 3524 6290 2826 1434 486 3542 25 35 628 1316 1087 1313 internal_value=-0.00079276 -0.00364537 0.00315834 -0.00840297 -0.00387317 -0.00866148 0.00893506 0.0207928 -0.0173928 0.00158863 0.0150459 -0.00110761 0.00882731 -0.00358701 -8.25633e-05 -0.00119409 0.00547939 -0.0115198 0.00870093 -0.00236754 -0.000169063 0.0241113 0.0478466 -0.00136941 -0.0203062 0.115983 0.00979017 -0.0205793 0.00835616 0.0099722 internal_weight=3825.67 2222.41 1603.26 1164.66 774.899 564.344 210.555 123.51 389.756 1057.75 176.786 880.965 791.8 770.134 610.368 344.176 640.755 168.661 175.514 811.459 720.65 130.517 38.6804 594.823 220.168 1.21244 235.266 354.903 84.8296 460.936 internal_count=120000 74723 45277 52917 42420 35628 6792 2123 10497 21806 5408 16398 17293 12627 9762 25618 14484 20479 5139 27984 21694 2918 638 9539 10010 60 3454 9651 1485 10973 is_linear=0 shrinkage=0.05 Tree=504 num_leaves=31 num_cat=0 split_feature=237 430 98 407 104 160 267 242 110 509 148 455 124 510 279 336 365 504 202 365 441 81 520 385 422 251 447 272 374 392 split_gain=5.28826 6.41062 6.80192 6.97323 5.65631 6.52232 6.09907 5.47944 7.92553 13.1286 11.8394 11.3082 11.5691 10.8821 14.8416 12.7611 10.7196 10.1784 10.1368 9.95757 9.78158 9.25229 9.03253 9.52512 8.31291 7.91844 7.28394 7.2738 6.98637 6.90609 threshold=7.2368314266204843 0.30491667985916143 2.1190803050994877 -0.89649870991706837 -0.41912603378295893 -0.49339342117309565 -0.49151697754859919 -0.058555716648697846 -0.54949378967285145 -0.51641160249710072 0.016574733890593055 -0.8235378861427306 -0.67189779877662648 0.54139369726181041 -0.30280099809169764 0.094991594552993788 -0.14176504313945767 -0.55611959099769581 0.89656913280487072 1.5426601171493532 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4.91661e-05 -0.0014123 0.000279874 -0.00396108 -0.00822969 -0.0105794 -0.000319939 0.00339713 -0.00544669 0.0200651 0.00709679 -0.00305504 -0.00143647 -0.00252908 -0.000171814 -0.00367048 -0.0191712 0.00663718 -0.00139177 3.41126e-05 0.0162325 0.00572707 -0.0148819 internal_weight=16225.9 67.8869 44.4073 29.1938 23.4796 15.3723 10.2947 16158 4589.61 2757.2 1832.41 861.027 737.283 2675.92 1133.55 333.924 81.2781 799.624 1542.37 236.341 1517.29 971.385 642.189 81.9303 329.196 560.259 195.371 133.825 123.745 500.942 internal_count=120000 463 296 181 167 113 76 119537 38382 16711 21671 8268 6922 16390 7676 2875 321 4801 8714 1634 8548 13403 10378 508 3025 9870 1834 1191 1346 5288 is_linear=0 shrinkage=0.05 Tree=505 num_leaves=31 num_cat=0 split_feature=501 444 425 486 497 398 383 10 456 505 338 343 494 481 512 389 353 510 499 496 497 497 498 505 508 129 243 303 357 189 split_gain=6.04408 19.6748 11.9458 11.7317 14.3326 13.2311 10.9521 11.3368 9.73291 12.2387 10.5621 9.573 10.3988 12.1092 9.43295 13.3187 15.8189 9.47316 15.8765 16.6791 16.5527 13.6555 12.689 10.7714 10.5105 10.477 9.58919 9.40909 9.13715 10.1687 threshold=0.2367375120520592 0.24728523939847949 0.6581854820251466 0.1803562864661217 -0.24795303493738172 -1.066083490848541 0.79817581176757824 2.1559712886810307 -0.39483463764190668 0.31433565914630895 -0.47059336304664606 0.65155324339866649 0.10470749810338022 -0.19264751672744748 1.0092546343803408 -0.35418339073657984 1.2103545069694521 -0.33879895508289332 0.41708438098430639 0.2885527908802033 1.6466169953346255 -0.19765621423721311 -1.493930399417877 -0.06762345507740973 0.4835373610258103 -0.0032300987513735886 0.48903986811637884 -0.30582632124423975 -0.0123367877677083 -0.039620812982320779 decision_type=2 2 2 2 2 2 2 2 2 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 14 -5 -6 7 8 -3 10 -10 12 -7 -14 17 16 -16 21 19 -19 22 23 -20 24 -2 -25 -23 -4 -13 -30 right_child=3 6 27 4 5 11 -8 -9 9 -11 -12 28 13 -15 15 -17 -18 18 20 -21 -22 26 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2.7090481222840017 236.98952695488697 378.43971313163638 18.482536261435598 131.61278212361503 272.70051464263815 176.80137808903237 67.552027478493983 412.04071891156491 7426.6718578268192 524.55726840253919 32.870460839010775 74.811348170391284 37.519037995953113 73.238832987539354 103.73270222358406 3.9929340064991257 leaf_count=16370 2686 1265 785 3243 1816 5759 6209 158 790 2145 9342 82 683 30 1272 2400 135 1429 2742 1364 1403 1925 49603 2159 139 552 168 2766 554 26 internal_value=8.50246e-05 -0.00217864 -0.00566366 0.000546324 0.00445744 0.00116613 0.00358275 0.00413973 0.00512613 0.00256267 -0.00410077 0.00344236 0.00155223 0.0182671 -7.66216e-05 -0.00598654 0.00281802 0.000307511 -0.000400139 0.0107224 -0.000842578 0.00374063 -0.000625537 0.000983688 0.00562415 -0.0037848 0.0111868 -0.0175566 0.0169422 0.0206916 internal_weight=14477.8 2449.01 1526.5 12028.8 1653.69 1103.7 922.502 913.214 885.778 715.792 350.541 941.55 826.335 83.5434 10375.1 633.912 255.472 9741.23 8075.34 308.414 7766.92 1665.89 7699.37 1216.33 616.964 599.369 449.56 185.614 115.215 107.726 internal_count=120000 39830 19921 80170 12193 8950 19909 13700 13542 12277 10132 7134 6472 713 67977 3807 1407 64170 56541 2793 53748 7629 52345 5536 2825 2711 2093 3551 662 580 is_linear=0 shrinkage=0.05 Tree=506 num_leaves=31 num_cat=0 split_feature=501 395 413 445 416 465 422 352 444 513 508 473 452 510 418 306 513 122 452 495 457 225 380 335 400 263 417 283 428 293 split_gain=16.9522 25.5214 22.739 20.4755 22.2865 17.8521 17.6643 15.4821 13.5518 12.9104 20.291 12.7861 14.5522 13.1141 11.1368 10.7613 10.7491 10.6377 10.3731 11.4651 10.7095 10.0637 10.0173 9.78195 9.34338 9.59196 9.23567 9.05307 9.08529 9.02681 threshold=1.0000000180025095e-35 -0.11768945306539534 -0.29963830113410944 -0.56404116749763478 -0.48471115529537195 1.187773644924164 1.4193283915519717 -0.44764411449432367 -0.71392756700515736 0.50180014967918407 -0.24796498566865918 -0.03437096253037452 -0.14016301929950711 1.2447777390480044 0.53369259834289562 1.0989537835121157 1.2468038797378542 -0.39401464164257044 -0.49615506827831263 -0.31881994009017939 -0.46219964325428003 -0.1691133454442024 0.41427852213382726 4.579667568206788 -0.31600934267044062 0.42472869157791143 -0.56680980324745167 -0.59104412794113148 -0.89776620268821705 -0.50798839330673207 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 3 4 7 8 9 18 27 10 -6 12 15 14 23 -4 -13 -1 19 -2 -20 -17 -19 -14 -10 -26 -16 28 -5 -11 right_child=2 -3 11 5 6 -7 -8 -9 24 29 -12 16 13 -15 26 21 -18 22 20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.01880072336490891 0.00019263222181848522 0.032116931302421471 -0.015728428839977007 0.0024755974603734273 0.00045851416525854636 0.013737762883769149 0.027656926681315044 -0.012001428532650337 -0.020187051813341642 -0.0041092159990035997 0.028065384822481512 -0.023029471192178831 -0.0098009914759831507 0.047163530442845394 0.0016496402679049824 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19168 7172 564 1788 105 967 13268 2303 631 1627 63 7796 28 8461 2682 518 3727 3635 2676 internal_value=-0.000784211 0.0100363 -0.00181281 0.000178612 0.00404041 -0.00455554 0.00986092 -0.00216012 -0.00649706 0.00673062 0.0152538 -0.0100064 -0.00522414 0.00412672 0.000604582 -0.0136869 -0.0198618 0.00126839 0.00310095 -0.00574613 0.00912371 0.041056 -0.00511875 -0.00871207 -0.0119055 -0.00695886 0.0154025 -0.000977127 -0.00584033 0.00112613 internal_weight=3811.19 330.344 3480.84 2799.84 1542.58 1257.26 796.057 746.521 1136.93 677.333 268.278 681.004 458.958 217.781 201.508 241.176 222.046 236.69 486.176 196.582 289.594 8.51421 173.33 123.473 573.752 359.694 78.0344 563.18 354.926 409.055 internal_count=120000 28971 91029 51325 24739 26586 13158 11581 24520 11617 5470 39704 19569 10070 9506 9499 20135 22446 6794 2864 3930 168 21064 7200 15609 11143 2306 8911 5184 6147 is_linear=0 shrinkage=0.05 Tree=507 num_leaves=31 num_cat=0 split_feature=361 281 345 438 391 395 505 413 471 457 331 287 344 311 490 514 502 156 498 281 466 305 355 432 473 497 206 513 513 497 split_gain=5.27893 13.4869 13.962 10.6679 10.8057 9.72458 9.05954 10.7811 9.59009 8.96333 8.81316 11.596 17.3194 13.384 12.1378 11.4181 11.1091 10.9879 10.9018 11.0228 10.6374 9.85258 9.67177 9.42791 8.342 8.30731 8.01551 7.69057 7.68203 10.7866 threshold=0.14860101044178012 0.70291239023208629 3.2938261032104497 1.5471434593200686 0.39443674683570867 -0.010210325010120867 -0.65324363112449635 1.0407575964927676 -0.19298497587442395 -0.87366947531700123 -0.98345670104026783 -0.23945245146751401 0.13511940091848376 -0.64865073561668385 -0.35950270295143122 0.91199100017547619 2.6481792926788335 -0.24063923209905622 -1.5684657692909239 -0.35478159785270685 -0.50515803694725026 1.2289461493492129 0.50912457704544078 1.5226724147796633 -0.12752738595008847 0.36110346019268041 0.21570519357919696 0.21415275335311892 -0.038645580410957329 0.43532373011112219 decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 27 7 8 9 -2 20 14 15 24 18 22 23 -17 19 -12 -1 -20 -13 -16 -14 -11 -22 -6 -8 -30 right_child=3 2 -4 4 5 -7 28 -9 -10 25 11 12 13 -15 16 17 -18 -19 21 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0014533719271520415 -0.035817500041438917 0.019391998530576368 -0.018392964223823118 -0.014090461931178326 -0.0071199157165159083 -0.0030757521100670386 -0.0035198507202210769 -0.066678981568679366 0.014134007687181156 -0.0018826557361587668 -0.0090212100829679034 0.0023302730617103533 0.1298638177828593 -0.020484658794122153 -0.0010084186387558254 -0.0028828633738898247 0.046221572094168231 -0.019863417818766462 0.0072580341365061606 0.017885576796298267 -0.0050011981170919022 -0.00061276574669730677 -0.0023710095242862406 0.022749962518330922 0.010048299120060229 -0.024138008234310004 -0.018523836044201297 0.055337580336162845 -0.00038862642812692729 0.0065914690083897012 leaf_weight=512.24570620368468 31.894773709995206 164.56344572546368 28.496419410221279 293.39006925649301 7.2381831869715851 87.440032654412789 1086.3284393010254 7.770855285198194 44.236890527929063 168.76849343838694 233.39788365077402 2863.0322484534117 2.17181789688766 146.05802571101231 2050.6496982631506 345.97548316550092 12.687189714692066 131.89563778119918 2102.4751451364427 45.28970239253249 438.46460166154429 488.89405645475199 1769.7544143398554 42.514547063969076 4.3728205119259647 55.967446903232485 146.87342954261112 14.387001479044555 2141.8567876071611 745.71028977225069 leaf_count=3200 140 7842 127 2203 33 610 5743 765 5533 2636 1106 18677 24 1483 15302 3493 109 2728 12100 332 4929 2209 10447 983 46 266 1986 57 10815 4076 internal_value=0.000105185 0.000680552 0.0137823 -0.00130972 -0.0090925 0.00430702 -0.000576961 -0.00882758 -0.00729511 -0.0110125 0.000456875 0.000913714 -0.000721604 -0.0173149 0.00264445 -0.000224827 -0.000236231 -0.00758325 0.00475978 -0.00462579 -0.00380003 0.00577121 0.000533261 -0.000522407 0.0519172 -0.00745556 -0.00840543 0.0342657 6.27828e-05 0.00141241 internal_weight=16214.8 11529.8 193.06 4684.99 402.455 109.065 4282.53 308.638 300.868 256.631 11336.8 10239.2 5263.26 152.603 4975.91 5110.66 2105.85 477.871 2870.06 278.688 1097.58 2591.37 4632.79 2093.16 6.54464 224.736 585.338 21.6252 3973.9 2887.57 internal_count=120000 87123 7969 32877 2903 700 29974 9340 8575 3042 79154 69039 36898 1553 32141 35345 16394 6221 15747 1438 10115 14309 29124 16285 70 2902 6915 90 20634 14891 is_linear=0 shrinkage=0.05 Tree=508 num_leaves=31 num_cat=0 split_feature=424 299 484 347 328 503 498 338 456 468 444 280 501 491 515 516 403 305 327 510 418 462 277 491 501 503 389 308 293 129 split_gain=6.0452 12.2904 9.46085 11.922 11.6494 17.6808 10.8277 13.0085 17.2306 10.7085 10.2184 11.5506 10.0299 10.0105 10.0035 9.93351 9.85674 9.50671 9.32614 8.84487 10.9678 10.95 8.95352 9.19714 8.47668 9.51694 9.20895 9.06692 13.8529 9.50212 threshold=0.66042840480804454 1.0290811657905581 -0.69450792670249928 1.2842243909835818 -0.25371067225933069 0.30981861054897314 0.9957813322544099 -0.77439314126968373 -0.33851145207881922 -0.443675547838211 0.047188390046358115 -0.47399251163005823 0.56757158041000377 -0.65208208560943592 0.24563037604093554 0.11441725865006448 0.38203996419906622 0.93292084336280834 1.5226092338562014 0.98612558841705333 0.65707689523696911 0.024397158995270733 1.917666018009186 -0.78582102060317982 0.78033095598220836 1.0796502828598025 -0.69754138588905323 -0.61096876859664906 -0.38707588613033289 -0.28883112967014307 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 15 19 12 -9 -7 14 -12 18 -5 -6 -1 -10 -14 -8 22 21 -21 23 -4 25 27 -26 28 -2 -30 right_child=24 -3 6 13 10 9 7 8 16 -11 11 -13 17 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=0.009133786387197312 0.001751148759780194 -0.032773353631060646 -0.01653504776840874 -0.011256848305138584 -0.0091903567482524567 -0.0074700385965507897 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5699.4917014076636 70.439255707198754 38.723097789101303 351.38261884322856 749.95154388999799 285.5359867544903 72.444376137573272 leaf_count=8446 6682 2636 2329 1623 4016 2053 262 1123 16180 4513 590 2167 154 98 3366 1022 450 39 49 5924 3172 2981 2178 34973 850 956 4099 4552 1896 621 internal_value=8.35703e-05 -0.000422713 -0.000340501 0.00158216 0.00227428 0.00422029 -0.00140228 -0.00899892 -0.00427304 -0.00052439 -0.00159571 0.00469675 -0.0246607 -0.00887983 -0.00473638 0.00783816 -0.0152473 -0.0444898 -0.0121052 -0.000924118 -0.0056894 -0.00276162 -0.000262648 -0.000750822 0.00214531 0.00100829 0.0086893 0.00140843 -0.000667033 -0.0093672 internal_weight=14470.1 11615.4 11586.2 4120.36 3865.21 2572.78 7465.86 441.38 339.411 1112.5 1292.43 429.754 101.969 255.149 862.675 1460.29 174.232 39.2805 62.6884 7024.48 855.204 675.764 6169.28 5790.25 2854.64 2432.82 421.822 2394.1 1644.15 357.98 internal_count=120000 100344 97708 27894 26173 16034 69814 18257 17753 6566 10139 2757 504 1721 7382 9468 16630 193 311 51557 12077 8905 39480 37302 19656 14707 4949 13751 9199 2517 is_linear=0 shrinkage=0.05 Tree=509 num_leaves=31 num_cat=0 split_feature=499 285 503 452 428 290 497 444 436 371 464 497 404 166 318 423 67 503 374 502 513 510 519 508 434 498 456 513 498 517 split_gain=16.759 20.2302 17.617 17.4469 22.9679 17.8056 16.8597 14.5358 13.7193 13.4565 13.1502 13.0389 12.4642 12.0631 12.7484 12.0516 11.2769 11.1135 11.049 11.0458 14.6402 9.98524 9.89942 9.87216 9.84784 9.66105 9.15041 9.45635 9.12158 14.0527 threshold=0.44043914973735815 -0.38207602500915522 0.54463738203048717 -0.31147173047065729 -0.74057090282440174 -0.37421846389770502 0.36196959018707281 0.058421043679118163 -0.45457080006599421 -0.92581242322921742 0.8273792862892152 0.3874379843473435 -1.1925118565559385 -0.2978204190731048 0.76779279112815868 1.7824984788894656 0.81592610478401195 -0.1950668469071388 0.35268300771713262 -0.17436546832323072 0.60325473546981823 -0.83604606986045826 1.0028181076049807 -0.39308367669582361 0.098064292222261443 0.46258765459060674 -0.40955488383769983 -0.62514290213584889 0.019070461392402652 0.91083210706710827 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 10 12 7 8 21 -3 16 22 -6 14 -7 -11 18 -10 -2 24 25 -5 -4 -17 -8 -21 27 -24 -9 -30 right_child=2 9 11 6 5 13 19 28 17 15 -12 -13 -14 -15 -16 23 -18 -19 -20 20 -22 -23 26 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.024172155049493833 0.0041635469090536038 -0.021442905927491738 -0.019080885387584953 -0.02203722620798973 0.024565722359791736 -0.013781685434794409 -0.0093587992791210554 -0.015235586198340435 0.032467876859119608 0.0022159387682586201 0.019540717461343535 0.0055623705796442576 -0.020977514465945004 0.0057606612193605456 0.011494977658071351 0.23100249271142609 0.02378952205229639 0.0091007481729354738 -0.013185786346008924 0.03112861028449071 0.0044763812873908747 0.0029922517395575797 0.20811858627769853 0.041528656579890917 0.027143525428843476 -0.012946363069298351 -0.016419741730792921 0.0095139537338978387 -0.012595780141203257 0.025476975266123403 leaf_weight=160.62084268890612 301.68503853701986 61.120550618667039 241.67861999582965 43.22961854073219 15.811038527637718 258.64903194404906 71.922360364842461 160.12221920484444 66.296029128716327 166.06537343921082 127.86221719556488 122.63657937251264 247.73912301415112 248.76408037182409 61.501986893417779 0.65866603975882654 50.722853819373995 223.35907797008986 131.69417045870796 172.09924487277749 104.29459923983086 493.29546929168282 0.50842302854289201 11.119416619680122 24.753555097267963 13.180286404676734 54.363961283583194 62.81714772732812 54.992223540612031 43.087581632251386 leaf_count=25189 2885 5948 10447 638 151 4617 1443 3644 685 22434 1155 5853 4750 3200 826 27 474 4289 1277 1394 1042 7221 74 258 540 711 2312 3855 2235 426 internal_value=-0.000769035 -0.010454 0.00036898 0.00183462 -0.00206589 -0.00747382 0.0056689 0.00246769 0.00570736 -0.00120618 0.00528247 -0.00848304 -0.018218 -0.00248546 -0.00890828 0.00572875 0.00150296 0.0144756 -0.00109882 0.0146403 0.0195244 0.000962495 -0.0132902 0.0544011 0 0.027961 -0.00135045 0.0115129 -0.00787729 0.004088 internal_weight=3796.65 399.585 3397.07 2915.06 1444.43 832.465 1470.63 1084.38 826.18 238.964 611.964 482.005 263.55 568.915 320.151 177.843 484.102 289.655 433.379 386.25 289.574 536.525 359.368 11.7781 96.6759 185.28 117.69 63.3256 258.202 98.0798 internal_count=120000 53856 66144 43603 19335 13544 24268 19138 12833 28667 5791 22541 4901 8643 5443 22719 4636 4974 4162 5130 3147 7859 16688 285 1983 2105 6241 3929 6305 2661 is_linear=0 shrinkage=0.05 Tree=510 num_leaves=31 num_cat=0 split_feature=278 408 209 423 503 501 50 506 504 202 357 497 308 497 224 424 466 110 362 507 521 500 353 493 464 409 26 352 295 513 split_gain=5.08237 6.33555 8.01814 5.87836 16.0484 12.0004 11.9108 10.9705 9.68598 10.7538 9.48693 9.37634 8.40555 8.20431 9.25232 8.11225 9.56761 9.37835 8.39719 7.88852 9.09948 14.0335 14.5225 13.1223 11.0638 13.6748 10.4405 8.83718 10.0772 9.30703 threshold=6.5440402030944833 -0.92160326242446888 0.20528204739093783 1.1120156645774844 0.66744008660316478 0.51048061251640331 1.0473471283912661 0.88523659110069286 0.083007376641035094 4.6468985080719003 -0.074400689452886568 -0.070314273238182054 0.34679009020328527 -0.36082842946052546 0.17038777470588687 -0.70491161942481984 -0.78311043977737416 0.39553342759609228 0.65214994549751293 0.79474246501922619 0.68741172552108776 -0.8448427915573119 -0.85573536157608021 -0.11992118135094641 0.64856502413749706 0.96190485358238231 -0.61148920655250538 1.0060325264930727 1.0624439716339114 0.26168249547481542 decision_type=2 2 2 2 2 2 2 2 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 19 6 11 7 8 10 -10 -5 -6 -8 14 -9 16 -7 18 -17 20 27 22 26 -24 25 -23 -22 28 -1 -29 right_child=1 -3 -4 4 5 15 12 13 9 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 21 24 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.00080587782029689745 -0.041553806639644808 0.020950481761264284 0.031625846913484974 0.0078271894658498743 0.012022536444047596 0.07322291375502199 0.010014445210243025 -0.0083992268963181578 0.00082309227566702131 0.047975413641940121 -0.0072743958147195378 -0.021593466958115093 0.068422504338302742 -0.023379647435997703 0.057338704778236341 -0.0025936867151710973 0.022871793761773646 0.057882607773968232 0.047226242724231045 0.0042019980999029342 0.066125059669405392 -0.00068327176076208728 -0.0030702422265654538 0.026271252087874078 -0.011064756483237573 -0.015883616535311628 0.0083966251261204331 0.00027147315403873537 -0.003995271424289174 0.0082697897512075177 leaf_weight=7463.1691729855229 10.060571831883861 57.593535767984577 5.7680337087949729 114.17112655378878 42.83243170058995 12.81571011233609 77.865522852167487 26.782741532486398 606.18038242810871 12.246387701481579 1127.2345260394504 39.903606079475139 6.6464405735023311 119.70749245444313 6.5673702731728545 62.407562872744165 37.696662931935862 9.0693118211347592 9.6603616178035718 1263.192795873023 17.364322615787387 1504.3624467852351 161.2413365971297 49.714279187144712 444.57941731868777 164.12157403188758 14.659772613085805 722.62672955132439 1280.2680113835813 734.92117602276267 leaf_count=64915 47 311 108 817 741 122 490 116 2669 57 6622 1137 76 840 22 580 218 152 53 12529 82 9131 1006 292 2580 1103 75 3838 5853 3418 internal_value=0.000105188 0.0132216 -0.0145417 4.50999e-05 -0.00228816 0.0107332 -0.00362196 -0.00439618 -0.00333341 0.00177251 -0.00588097 -0.0041366 0.0147425 -0.0172669 0.00452926 0.0201121 0.0358648 0.0102116 0.00407134 0.000435773 5.64752e-05 -0.00274371 0.00862716 0.00382992 -0.00405395 -0.00218232 0.0399626 0.000703723 0.000102254 0.00430809 internal_weight=16205.4 73.4221 15.8286 16132 2311.79 214.386 2097.4 2012.89 1859.83 618.427 1241.41 82.736 84.512 153.058 33.3501 131.65 50.5124 81.1372 72.0679 13820.2 12557 2356.04 242.98 210.956 2113.06 1668.48 32.0241 10201 8743.44 1457.55 internal_count=120000 466 155 119534 14712 3003 11709 11143 10165 2726 7439 1878 566 978 138 1125 340 785 633 104822 92293 14269 1455 1298 12814 10234 157 78024 70768 7256 is_linear=0 shrinkage=0.05 Tree=511 num_leaves=31 num_cat=0 split_feature=67 396 369 498 446 190 393 400 387 430 256 333 498 443 370 418 144 401 499 395 338 521 356 422 501 495 122 397 114 366 split_gain=6.01761 15.4907 10.4937 15.6331 7.36627 9.17757 6.25152 7.8182 9.6446 10.9467 13.1818 12.0489 11.8386 11.6335 10.6015 9.49791 10.3095 13.1774 10.1086 9.48944 9.35925 9.12399 8.74728 8.08972 10.1066 15.2819 10.6957 8.176 10.9486 9.5302 threshold=3.6534351110458378 -0.19941104948520658 1.6257514953613283 0.86719053983688366 -0.58959871530532826 -0.62233847379684437 -0.1553741171956062 -0.67270323634147633 -0.3159740269184112 -0.11577217280864714 0.5577993392944337 2.1280643939971928 0.98972186446189891 1.6321966052055361 0.25076027214527136 1.098221004009247 -0.38865797221660608 -0.61275711655616749 0.43139618635177618 -1.0620113611221311 1.2635547518730166 1.2273812890052798 2.5716240406036381 0.1082093194127083 0.37111334502696997 -0.67650207877159108 -0.34895630180835718 0.3274932354688645 0.12326086312532426 -0.55839928984642018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 4 -3 -4 5 -2 7 15 23 11 12 13 -11 -10 -13 16 19 20 -17 -1 -18 -19 -20 27 26 -26 -25 29 -29 -9 right_child=1 2 3 -5 -6 -7 -8 8 9 10 -12 14 -14 -15 -16 18 17 21 22 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.021897323735285829 0.0081313341839027008 -0.021588282840794393 -0.041311295521899542 -0.18866158778399489 0.014452165849304532 -0.038878861131743901 0.0017429867737203675 0.0097006340626985613 -0.0044503734854604363 0.0026339976561569069 0.014092016460819187 0.0092209350110885775 -0.0099187172531621723 0.0062360905802195101 -0.032746615136401432 -0.0303959689991696 8.0281569524648442e-05 0.01006912138147914 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1722 3985 816 4530 internal_value=8.21807e-05 -0.0104109 -0.0345169 -0.0811392 0.00140725 -0.0141265 0.00018163 -0.00051661 -0.00127446 -3.0227e-06 0.00261035 -0.00206929 0.00132416 -0.00322819 0.00711527 0.00208911 0.00349056 0.00655259 -0.00551447 -0.000975147 0.00181335 0.0127866 -0.0025623 -0.00374863 -0.00702414 -0.00402754 -0.0147645 -0.00137109 -0.00518713 0.00217581 internal_weight=14465.1 135.238 44.5661 9.47689 90.6719 41.2091 14329.9 9899.62 7670.67 5068.29 2236.79 2831.49 2011.96 2514.79 316.704 2228.96 1882.67 1117.5 346.292 765.168 635.389 482.109 309.841 2602.38 1093.53 788.91 304.622 1508.85 727.504 781.344 internal_count=120000 1402 691 97 711 341 118598 72330 56253 35579 15076 20503 13013 18120 2383 16077 13593 8040 2484 5553 4358 3682 2207 20674 9846 5819 4027 10828 4801 6027 is_linear=0 shrinkage=0.05 Tree=512 num_leaves=31 num_cat=0 split_feature=284 352 419 413 395 452 155 473 438 319 438 400 501 454 517 422 165 453 452 505 516 445 179 279 353 398 430 410 331 506 split_gain=16.6277 18.3335 25.0701 17.1565 17.1214 16.0096 14.0819 13.0651 12.9618 12.4537 13.2174 10.5648 10.3771 16.6441 11.0624 12.0601 12.7928 11.2596 11.2086 10.3325 9.51882 9.29178 9.44808 9.16777 9.64725 9.00463 8.60167 9.00679 8.55076 8.18854 threshold=-0.78101533651351918 -0.26657760143280024 -0.34567168354988093 -0.70056083798408497 1.8421852588653567 -0.27389921247959131 -0.15110837668180463 -0.68694150447845448 2.4802004098892216 -0.31154425442218775 -0.60465967655181874 -0.58205664157867421 0.31736931204795843 -0.42961065471172327 -0.036603691056370728 -1.1685054898262022 -0.079244948923587785 -0.12477165833115576 -0.656398445367813 -0.94843560457229603 0.54629918932914745 -0.84559473395347584 0.9195031225681306 1.0890480875968935 -0.58194881677627552 1.053246080875397 -0.63486084342002858 -0.76763051748275746 -0.28556843101978296 -0.19098192453384397 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 3 4 7 5 26 -7 -2 20 -4 23 21 13 -5 15 16 -14 18 -16 -15 29 -9 -23 -11 -25 28 27 -3 -13 -1 right_child=1 2 9 12 -6 6 -8 11 -10 10 -12 25 14 19 17 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.019360264917584791 -0.0028411365985328385 -0.02973226737010112 -0.0093312811859165672 0.024844465875516381 0.021332123281594489 -0.0094940702283894118 0.0093197825971783783 0.015570493425852695 0.013941732645573888 -0.010266856913265364 0.019054957047179563 0.024053317172138187 -0.020609808727476593 0.043076511154134307 -0.019487435834145635 -0.022527520556842724 0.30528135595937461 -0.017102739267999382 0.0067572632159335864 -0.003884130557189152 0.011322621322344557 -0.0095407932720500081 0.020894352997351155 0.068545604456031181 0.0045160778483898552 -0.022089833187310771 -0.024987470181465826 -0.0042778890339332824 0.01067529614684655 -0.0071082751130676696 leaf_weight=215.58955629347474 195.40074602881214 45.054152611643076 95.01095201188582 84.874268389859935 45.951367622357793 320.0290050534677 143.97827862959821 99.971183881047182 62.762117133650463 87.426226839845185 201.12682056473568 231.86551501980284 0.54482856980757788 12.310021599289028 48.052759985148441 97.813185173887177 0.4824321957421478 93.961251760701998 260.58662674252992 206.81370100818458 48.851881217036862 133.72754380147671 31.342703507165425 7.9475303703802664 22.669276269196416 14.912442077824378 191.35444660743815 154.03483249078272 250.9372491282993 377.18630747444695 leaf_count=10832 2190 820 2641 2583 1181 11826 4617 948 823 7703 7210 3055 117 7219 986 11383 35 3379 5032 3913 627 1394 295 191 6204 569 6282 1986 3051 10908 internal_value=-0.000766231 0.000818183 -0.00364906 0.00415091 -0.00833429 -0.00993788 -0.00364474 0.0086727 -0.00769634 0.00652382 0.0112607 0.0116288 -0.00122245 0.00605739 -0.00564615 -0.0206308 0.141508 -0.00195071 0.00264998 -0.0012047 -0.00982254 0.00353891 -0.0037225 -0.00198208 0.0214687 0.0159252 -0.0174011 -0.0100754 0.0171141 -0.0115752 internal_weight=3782.57 3078.18 1314.58 1763.6 900.402 854.451 464.007 958.157 704.39 414.181 319.17 762.757 805.439 303.998 501.441 98.8404 1.02726 402.601 308.639 219.124 641.628 265.041 165.07 118.043 30.6168 497.715 390.443 199.089 482.803 592.776 internal_count=120000 96810 50661 46149 26712 25531 16443 11502 23190 23949 21308 9312 34647 13715 20932 11535 152 9397 6018 11132 22367 2637 1689 14098 6395 6675 9088 2806 6106 21740 is_linear=0 shrinkage=0.05 Tree=513 num_leaves=31 num_cat=0 split_feature=516 240 505 117 240 243 501 500 340 413 389 466 516 99 395 501 495 434 318 503 500 390 513 510 500 473 502 481 377 237 split_gain=5.08782 5.28989 8.40324 8.87513 8.38327 10.639 9.26581 11.8356 11.5654 8.51627 8.51141 8.09969 8.71006 9.11303 8.16533 7.96396 7.40731 7.57798 7.14111 6.87944 6.82223 16.0503 12.3086 15.0513 10.5689 8.87506 8.26878 6.67886 6.71045 6.50679 threshold=2.9485216140747075 -0.048225194215774529 0.86440530419349682 -0.47868973016738886 -0.16578980535268781 -0.43496137857437128 0.6503281593322755 -0.22433413565158841 2.3346508741378789 0.34050737321376806 0.038581227883696563 -0.81996765732765187 0.1047094687819481 -0.0036422853590920563 0.010700122918933632 0.80847889184951793 -0.92298212647438038 -0.83536586165428151 -1.0289651751518247 -0.083441302180290208 -0.21308694779872892 -0.72570124268531788 -0.24240303784608838 -0.33242544531822199 0.50405463576316845 -0.64438161253929127 0.50295251607894909 -0.49372939765453333 0.90542128682136547 -0.15937022119760511 decision_type=2 2 2 2 2 2 2 2 2 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 -4 11 10 7 8 -7 -9 16 12 13 14 -1 19 -6 -18 -15 -14 22 24 26 -24 -22 -23 -13 28 -8 -3 right_child=-2 2 3 -5 5 6 27 9 -10 -11 -12 20 15 18 -16 -17 17 -19 -20 -21 21 25 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0030747657298806899 -0.029751689959616606 -0.002704195137523153 -0.0078024404677244407 0.026423012960079553 0.046743894095575986 -0.018359738533675316 0.022793180818486882 -0.0030508790396566706 0.045492072978942831 0.014037642778839649 -0.031274996664710467 -0.0065280844104966627 -0.020943737946680745 -0.010482361731504906 0.005378276663444044 0.069190902594972292 -0.032726173823474057 0.00079047277679198497 0.023999441974360214 0.014716514642622436 -0.0042714673048725406 0.0018510969019774734 -0.0074402948811828247 0.0028547383830507434 0.0048717287019173824 -0.0034294487056672077 0.042279002090802757 -0.0058048999017169239 -0.012772294555270229 0.0085193545130183932 leaf_weight=577.41001790878363 14.156473164708585 301.19312489614822 24.944450296010473 75.561104862514185 5.9805047691188511 169.91562700082432 82.043160011991858 852.51815340951725 7.265111416578292 79.562433882776531 59.030344976708875 553.97719198318373 14.490813860786146 18.402387308422476 564.66308029997163 6.2198343109339467 25.327432038990082 49.242823684748146 76.294568279525265 170.64959756133612 402.32827407296281 969.07839462254196 384.90172802092275 4528.5117304947635 1465.3343765311874 4418.5954227111652 8.6924741546972637 46.947897607926279 15.557510465499943 225.4022123467148 leaf_count=3230 4660 6061 543 1396 306 3928 536 3583 25 493 343 3853 58 94 3014 38 133 435 594 812 1931 4177 1698 25802 7948 31631 39 282 103 12254 internal_value=0.000103256 0.00012987 0.00463195 0.0178796 -5.13634e-05 -0.00375198 -0.00228895 -0.00384397 -0.0156892 -0.00158549 -0.016847 0.000312472 0.00388295 0.00234157 0.00110031 0.0138124 -0.00618608 -0.0105549 0.0172419 0.0118886 -8.76766e-05 -0.00109358 0.00124414 0.0020471 0.00289932 -0.00247869 -0.00575782 0.00960406 0.0170656 0.00209111 internal_weight=16194.2 16180 627.101 100.506 15552.9 1393.39 1253.81 1109.26 177.181 932.081 139.581 14159.5 1428.13 1236.77 1142.07 191.36 80.5508 74.5703 94.697 185.14 12731.4 7255.34 5476.08 4913.41 1867.66 5387.67 562.67 144.549 97.6007 526.595 internal_count=120000 115340 20254 1939 95086 10167 8950 8029 3953 4076 1217 84919 7840 6932 6244 908 874 568 688 870 77079 45687 31392 27500 9879 35808 3892 921 639 18315 is_linear=0 shrinkage=0.05 Tree=514 num_leaves=31 num_cat=0 split_feature=292 213 60 464 258 181 503 509 332 505 322 422 461 413 513 292 399 522 334 512 520 483 391 443 189 414 313 505 345 499 split_gain=5.86534 11.3928 9.3086 8.80446 8.51409 11.416 8.37253 9.11939 9.35134 8.53602 8.13753 8.06759 12.9168 11.0144 13.3272 10.7581 10.4816 9.95686 12.1885 9.84668 9.81654 10.7848 11.0208 9.72078 9.71712 9.53871 9.47298 9.43917 9.42479 9.39012 threshold=-0.32438196241855616 -0.32272879779338831 1.4660675525665285 -1.0899879336357114 2.541417241096497 -0.76504218578338612 0.43666608631610876 0.43397271633148199 1.716423571109772 0.79804170131683361 0.11918153986334802 -0.069304458796977983 -0.55284079909324635 -0.29963830113410944 -0.77979359030723561 -0.53558826446533192 0.55368009209632885 0.18294208496809009 1.0177797675132754 0.16569395363330844 0.16403650492429736 -0.03700644522905349 -0.54818564653396595 2.2706563472747807 -0.19031395018100736 -0.18694643676280973 -0.90163871645927418 0.28286017477512365 2.0440775156021123 0.43712256848812109 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 3 4 -2 6 -6 7 -3 -9 10 -8 12 19 14 28 -15 17 27 -19 24 21 23 25 -14 -1 -23 -24 -16 29 -13 right_child=1 2 -4 -5 5 -7 9 8 -10 -11 -12 13 20 15 16 -17 -18 18 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0054696823985853071 0.0096376106042560215 -0.0058272026656075457 0.0089847327377377932 -0.00043892016448703178 -0.13208960511930246 -0.022441015214178916 -0.0012602665854901459 -0.014661318945045 -0.052830903754357866 -0.0098875986111036443 0.014691976061560983 0.053678555455706434 0.001509525891761534 3.8061695205403018e-05 0.0036279713495871793 0.0090432094145405147 -0.0094861820019211205 -0.0080682327509473181 0.0043909390316180137 0.0088397195159367736 0.0047821855404112101 -0.011040934927169887 -0.013757558981992171 0.018874284361925051 -0.01577741711548537 0.0020073762037922547 0.0012649038697010921 -0.0064139869272835494 0.11153558232971694 -0.0047332693396972339 leaf_weight=138.27932858568965 246.97966407881177 643.90064244945097 111.44987128101639 1762.5108168523293 2.7531988997943726 15.81438564378186 281.9295463792223 179.90959335165098 17.694006282137707 180.42453082774591 111.23020510906645 11.859138004598211 1692.715975527608 1413.9364029690114 993.29266064823605 433.651111374631 528.44203233842563 850.62677460070699 254.54021686047781 942.59309563797433 1151.9352289579256 564.02152919807122 115.58568953414215 84.610545388859464 87.793624859419651 185.47584442305379 1129.0931086799537 305.8132791162061 3.1010922677814952 15.841218676650897 leaf_count=1111 3024 12898 1708 21346 26 343 1801 1800 106 2344 846 67 10405 9337 5637 5042 2726 9143 2298 4250 9466 3660 666 365 542 1138 6367 1331 26 181 internal_value=8.08473e-05 -0.00168252 -0.00491097 0.000797482 -0.00599524 -0.039588 -0.00554817 -0.00872378 -0.0181294 -0.000879797 0.00324271 0.000656199 0.00186511 -0.000873558 -0.00276324 0.00215476 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8.61735 8.43425 8.33849 8.17545 threshold=0.771183341741562 -0.12824658304452893 -1.1288225054740904 -0.42376826703548426 -0.81351414322853077 -0.32322685420513148 0.50095823407173168 -0.53010225296020497 -0.099187485873699174 -0.338328868150711 -0.27836626768112177 0.23250010609626773 1.0000000180025095e-35 0.998150795698166 0.87208822369575512 0.082997873425483717 -0.19404631108045575 0.091265793889760985 -0.40240204334259028 -0.75238522887229908 1.6000490784645083 -0.11417458206415175 0.14789716899394992 0.47669503092765814 1.1311115026474001 0.13599549978971484 1.7667604088783266 1.3943279981613161 -0.97324916720390309 0.48370772600173956 decision_type=2 2 2 2 2 2 2 2 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 13 8 4 7 17 9 28 20 10 12 18 -5 14 -2 16 -9 27 -11 -7 -1 -21 26 24 29 -3 -22 -6 -4 -10 right_child=1 25 3 6 5 19 -8 15 23 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.023368689015494104 0.0014839328982905727 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96.384488173760474 240.09725569945294 152.46428554324666 4.225218675332143 214.18098619955708 9.5252512394363276 72.289206241024658 17.58589405240491 10.815972041455096 1.2208956629037855 107.51192768051988 210.74485910730436 45.12979704188183 leaf_count=4708 2244 21695 206 4545 5613 6587 5387 1278 296 4057 6327 2264 4057 19625 1478 2368 1783 2218 6755 6059 190 4372 541 1174 204 662 11 963 1831 502 internal_value=-0.000755192 -0.0113833 0.000250645 0.00142796 -0.00209076 -0.00704086 0.00524079 0.00486364 -0.0105903 0.0073841 0.00264849 0.0126517 -0.00298476 -0.0006084 -0.00905623 -0.000324252 0.00530949 -0.016527 0.0152771 -0.000676556 -0.0198662 0.0041436 0.0180167 -5.76082e-05 0.0109865 -0.024722 0.0699937 -0.0116688 0.014732 0.0199581 internal_weight=3768.52 326.156 3442.37 3105.65 1614.46 943.557 1491.19 670.9 336.722 1278.32 673.733 604.589 416.004 180.682 123.478 439.461 284.776 378.479 535.001 565.078 178.743 366.645 14.9714 157.978 85.6892 145.474 5.44611 282.094 231.439 68.1033 internal_count=120000 45704 74296 66670 33278 25812 33392 7466 7626 28005 14929 13076 8602 23347 3722 5429 3061 8794 10812 17018 5450 10431 742 2176 1002 22357 201 6576 2037 798 is_linear=0 shrinkage=0.05 Tree=516 num_leaves=31 num_cat=0 split_feature=394 129 500 398 42 492 471 426 510 290 120 257 288 313 313 463 425 494 381 445 447 171 123 148 489 472 463 111 500 405 split_gain=5.00656 8.40025 8.48638 11.9829 9.30901 8.49162 9.8481 9.23667 9.00799 9.22375 7.79264 7.16488 7.92978 7.15311 7.75403 6.84512 11.1149 12.7738 10.3426 12.0846 11.3533 11.3822 11.2259 10.2265 9.47836 11.0672 12.4108 9.19813 8.96996 10.5529 threshold=1.6167016029357912 0.18034497648477557 0.59171512722969066 2.9166532754898076 1.8294376134872439 -0.49634513258934015 -0.14765890687704084 -0.17815680801868436 -0.50168427824974049 -0.28920149803161616 2.3544496297836308 0.25809900462627416 -0.39878618717193598 1.3014637231826784 0.98594686388969432 -0.15767777711153028 -0.92365962266921986 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3773 247 internal_value=0.000103012 -0.00292965 -0.00388242 0.00175128 -0.00704046 -0.00852603 -0.0154759 -0.0207869 -0.00421745 0.0174349 -0.00658364 0.0134835 0.029791 0.00418738 0.00241744 0.0003583 -0.000914824 1.42318e-05 -0.00150791 0.000843499 -0.0044257 -0.00710499 0.00186805 -0.00359882 0.00405946 0.0103052 0.0300932 0.00410561 0.00125861 -0.00404319 internal_weight=16183.2 1254.92 1190.82 427.197 763.628 712.367 272.079 207.411 440.288 43.1042 397.184 51.2607 29.0998 394.202 369.24 14928.3 6181.49 5184.09 3765.89 2084.43 1681.46 1179.94 501.525 881.907 1418.21 425.366 60.6376 1202.52 8746.78 730.487 internal_count=120000 7956 7239 2674 4565 4210 1295 1016 2915 177 2738 355 216 2386 2266 112044 62806 57556 34024 11397 22627 19791 2836 4668 23532 2282 312 6729 49238 4020 is_linear=0 shrinkage=0.05 Tree=517 num_leaves=31 num_cat=0 split_feature=508 515 519 420 189 497 463 226 422 510 299 203 230 185 340 162 498 293 81 102 369 484 506 464 319 421 408 422 87 521 split_gain=5.7846 6.12582 8.24298 6.29521 10.342 13.4591 12.7486 11.6704 9.71777 9.75687 9.40153 7.85621 10.3499 9.84758 9.5365 9.48893 10.596 8.74427 7.93122 10.3784 7.68344 7.46063 8.00889 7.21543 6.92159 6.36832 7.84758 6.22211 10.7425 6.20477 threshold=2.9161006212234502 1.3402309417724612 1.2087777853012087 0.92938417196273815 -0.17716498672962186 -0.070314273238182054 0.4735525399446488 -0.14874374121427533 -0.069304458796977983 -0.33879895508289332 -0.16892128437757489 0.37290678918361669 0.16731139272451404 -0.16732817888259885 0.38591021299362188 0.10705051571130754 0.29736740887165075 -0.29442316293716425 0.20727511495351794 -0.010792559478431938 -0.35624690353870386 0.99496251344680797 0.11645313724875452 1.8624821901321413 0.40173751115798956 0.079335741698741927 1.9670839905738833 -1.0211946368217466 -0.3643383234739303 0.68741172552108776 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 11 6 7 8 10 20 -10 -6 12 15 14 23 17 -17 -1 -15 -20 -5 22 -8 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211.29749613790773 704.58055631592288 25.224171939946245 2577.8717108121346 117.30172552829026 162.0227512162819 1007.8027515300928 103.44711607784848 26.450336901041737 1629.2714757858193 14.886220062791834 32.352575423341477 423.7406754909025 22.515785361640155 10.220942319079766 73.388123523880495 30.113706409523729 156.94128681979782 12.967269229586234 200.81821291628876 5.4922718964517099 23.988248824156472 leaf_count=35307 3283 2221 3044 2239 1670 31 140 547 896 4860 122 16814 6660 1409 5751 752 3047 23202 93 644 2461 152 55 350 188 1522 181 1978 34 347 internal_value=7.85291e-05 0.000107073 0.00755047 -3.506e-05 -0.00235109 -0.00759658 -0.000320616 -0.00283181 -0.00111977 -0.00461282 0.000843551 0.000444235 0.00135676 -0.00138944 -0.000789321 0.00172672 0.0151225 0.00149064 -0.0119399 0.00599946 0.00298306 0.0224971 0.0364247 0.000799665 -0.00485274 -0.00757442 -0.00101853 -0.0180494 0.0182781 -0.0154166 internal_weight=14451.3 14439.9 271.129 14168.8 2431.15 677.688 1753.46 465.913 1694.43 915.878 382.838 11737.7 7839.23 3898.44 3689.18 7528.04 129.897 7398.14 209.262 47.2388 778.55 59.0304 36.5146 2651.26 1037.92 311.199 169.909 211.775 10.9569 141.29 internal_count=120000 116717 5265 111452 15185 4382 10803 2339 10456 5756 1792 96267 71018 25249 23103 62308 3799 58509 2146 737 4700 347 195 17164 5939 8710 1703 2043 65 7007 is_linear=0 shrinkage=0.05 Tree=518 num_leaves=31 num_cat=0 split_feature=499 499 503 284 370 501 412 347 428 486 386 515 497 305 501 453 393 292 506 384 331 497 256 278 418 494 277 455 464 364 split_gain=15.923 19.2931 16.4152 17.6784 17.2109 14.4413 14.9025 13.8135 15.4058 13.8093 13.4488 12.9509 14.1788 12.8131 15.517 11.6001 11.0802 10.7626 9.92853 9.90902 9.83546 9.70091 9.62158 9.59183 10.7497 9.389 9.29902 8.5385 7.96531 7.77059 threshold=0.44043914973735815 0.40520316362380987 0.54463738203048717 -0.45638164877891535 -0.15228187292814252 0.034555964171886451 -0.89885979890823353 -0.42376826703548426 -0.93308153748512257 -0.065177861601114259 -0.08342729881405829 2.7018429040908818 0.36196959018707281 0.16569028049707415 -0.051640991121530526 -0.36909066140651697 1.4535084962844851 -0.57553252577781666 -0.32024312019348139 3.7062997817993169 -0.49906079471111292 -0.80761766433715809 1.2611369490623476 -0.35754644870758051 0.097011119127273573 -0.079010393470525728 -1.0725811719894407 -0.15387993305921552 0.8273792862892152 -0.29309387505054468 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 10 6 -2 8 26 -10 16 12 -4 21 -15 20 22 -3 -16 -17 -9 -6 -5 -19 -25 -26 -7 -12 -23 -14 right_child=2 17 11 4 13 7 -8 15 9 -11 27 -13 29 14 18 19 -18 23 -20 -21 -22 28 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.0026140452744191577 -0.018084789358704043 -0.031938362320085373 -0.015396082400510883 0.019441802254011112 -0.019426046595932778 -0.012247564012851809 0.033104876325719484 0.018275257900660469 -0.0057855047361705762 -0.022474573337485922 -0.016983449752578091 0.031256347905070501 -0.0069300783342970979 0.048637110524944849 -0.0071988711477467288 -0.0080580744082703933 -0.02329822066904521 -0.028348266482779334 0.011915484317963491 0.1105615005507882 0.0018600717103043091 -0.0039395469616456133 -0.036106098424663322 -0.02404087808228985 -0.012515984967743485 0.031451885529907124 0.0077417914850999615 0.013806499381107704 0.012372171507602149 0.018163052179859682 leaf_weight=165.82066444732482 19.081168336328119 101.27708475463442 330.67250100661477 404.13211692249752 79.630911355372518 81.925656921346672 53.956626485916786 137.13182676583529 303.7800187014509 210.69748373248149 54.328566014039097 19.717737541912356 67.890201448550215 23.006918149476405 96.721386431017891 210.25938847157522 16.410352545790374 44.720289209042676 225.85357374325395 1.6707069046096865 274.87142247532029 354.65574690204812 7.7983924541622391 28.270814194125705 19.597555169719271 31.124228374334052 199.48633858858375 38.179551100824028 94.722678899299353 56.157888169458602 leaf_count=23368 285 15059 13771 5066 1131 850 453 1682 8252 3509 2072 3244 1945 166 1828 3521 204 8341 2382 20 4148 4666 192 3625 1519 1944 1727 411 1038 3581 internal_value=-0.000747787 -0.0102996 0.000361086 0.00177843 0.00582513 -0.00200099 0.0196567 -0.00311992 -0.00748771 -0.012633 0.013021 -0.00825546 -0.00998627 0.00153303 0.00902331 0.00244393 0.0167565 -0.0198362 0.00616826 -0.00704768 0.00733897 -0.00335143 0.0183696 -0.00987062 0.000549574 0.0143743 0.00190237 -0.00422078 -0.000488154 0.00439505 internal_weight=3753.55 390.811 3362.74 2888.3 1395.44 1492.86 73.0378 1419.82 795.889 514.478 520.849 474.438 454.721 874.591 345.582 623.933 428.341 224.99 322.575 211.93 412.003 529.009 411.931 123.713 78.9926 50.7218 281.412 92.5081 449.378 124.048 internal_count=120000 53856 66144 43603 19156 24447 738 23709 14338 11761 7945 22541 19297 11211 4376 9371 5462 30488 4210 3541 5830 6835 5258 15429 7088 3463 2577 2483 5704 5526 is_linear=0 shrinkage=0.05 Tree=519 num_leaves=31 num_cat=0 split_feature=262 353 362 372 8 399 261 506 516 494 403 273 318 49 510 509 333 413 466 362 513 477 362 286 447 296 110 400 440 345 split_gain=4.90958 6.15185 5.34825 5.26717 14.6408 10.1233 10.088 7.27674 7.31381 6.65978 6.63142 8.77603 6.89594 6.41701 9.73948 10.7131 11.7555 10.0212 13.0678 9.60876 9.42607 10.556 9.88543 9.42447 8.44681 12.2309 17.5861 13.0509 10.0005 9.5449 threshold=6.1273374557495126 -0.53978192806243885 1.4475041627883913 2.7113265991210942 0.43350246548652654 0.93219289183616649 2.6733332872390752 -0.65856060385704029 -0.28973394632339472 -0.027249126695096489 1.0513591170310976 -0.67014333605766285 1.4478417634963991 -0.72178298234939564 0.55266419053077709 -0.51641160249710072 -0.056461978703737252 -0.83967748284339894 -0.76354598999023426 1.4475041627883913 -0.24240303784608838 0.26296004652976995 0.81570529937744152 1.677111864089966 -0.42534290254116053 -0.49675357341766352 -0.35508902370929712 1.4126315712928774 -0.30024984478950495 0.12137154862284662 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 13 5 -5 7 -7 -9 10 11 -6 -13 14 15 16 23 18 -16 -17 22 -22 -19 -1 -15 28 -27 -28 -26 -30 right_child=1 2 -4 4 9 6 -8 8 -10 -11 -12 12 -14 24 17 19 -18 20 -20 -21 21 -23 -24 -25 25 26 27 -29 29 -31 leaf_value=-0.0064177259129623828 0.037344205145885566 0.010897683691980525 -0.04618548659021459 0.013791102801924996 0.033800155347859462 -0.079935757507493502 0.036270543265708499 0.0041807264682001992 -0.024647457263652389 -0.015550452248334455 -0.029679642028551598 0.0091920833891928656 -0.078071138729502526 0.00055459968115816028 0.025775587134943531 -1.6988408952329609e-05 0.026079850459990478 -0.012115325410767042 -0.0080449004441288247 -0.0082936031778118573 0.0044515708670402904 0.014607126638668189 0.027951899864074672 0.037289293448600949 -0.0028774502507701656 -0.0045935559538229278 0.0014546921576787813 0.016130784052812566 -0.016049562628315691 -0.0034635995975568507 leaf_weight=82.921300753165269 19.795562235405669 23.963284483063038 4.8420783383771768 325.07932949211681 24.494029670953747 3.443530765362083 13.650914223864673 57.610515014268458 35.259548336733133 105.85606946385815 9.1491272952407581 6.0209060374181735 3.435356467962265 4936.3949014772807 31.777051471173763 3089.9198467103852 78.438058772357181 122.67828906793147 271.08951181202428 395.64300336173619 1329.0468773182947 317.79826280107955 17.447438654489815 14.385394752316641 1079.7277050939592 1443.4573493225907 1533.2676177149042 168.15793352635228 364.96219074317196 258.57370613570674 leaf_count=362 177 262 27 1735 117 21 66 354 249 598 60 37 16 29167 165 15950 303 908 1423 1953 7095 1933 92 50 6198 13502 30843 1165 3274 1898 internal_value=0.000102032 0.0159538 0.00100264 5.38297e-05 0.00471528 0.00935284 -0.00372284 -0.00947487 -0.00672529 -0.00879296 0.00768589 0.0179598 -0.0224717 -0.000121105 0.00120396 -0.000349327 0.0116899 0.00392754 -0.00447258 -0.000958105 0.00535421 0.00641513 -0.00707441 2.40454e-05 -0.000900468 -0.00238303 -0.000533024 0.00290898 -0.0057957 -0.0108397 internal_weight=16168.3 48.6009 28.8054 16119.7 583.999 435.044 109.965 96.3136 92.8701 148.955 43.0994 33.9503 9.45626 15535.7 5751.15 3661.31 175.745 2089.84 302.867 3485.56 1786.97 1646.85 140.126 97.3067 9784.54 4848.15 3144.88 1701.43 1703.26 623.536 internal_count=120000 466 289 119534 3253 2425 690 624 603 828 230 170 53 116281 30234 18618 715 11616 1588 17903 10028 9028 1000 412 86047 56880 45510 32008 11370 5172 is_linear=0 shrinkage=0.05 Tree=520 num_leaves=31 num_cat=0 split_feature=510 16 289 426 500 397 501 32 444 495 338 517 97 86 482 20 497 503 473 400 421 465 304 356 284 508 409 482 442 470 split_gain=5.67307 7.66139 7.80375 6.01813 10.7147 10.5926 10.178 11.8674 11.3156 9.32188 10.5718 8.65155 8.54217 13.6131 11.4829 10.466 9.7719 8.8534 8.56164 8.53249 8.35505 8.22715 8.33587 8.15432 10.6424 7.98631 7.76484 8.47756 12.3508 7.65991 threshold=1.3438327908515932 -0.72206890583038319 -1.029418885707855 -0.30507026612758631 1.2756598591804507 -0.59899097681045521 0.24910888820886615 1.5372048020362856 0.62828832864761364 -1.0263541936874387 0.99950578808784496 1.8847929835319521 1.0000000180025095e-35 -0.18695989996194837 0.15249074995517733 -0.3507236242294311 -0.5636705458164214 0.36208896338939672 -0.58246731758117665 -0.95591077208518971 1.0702084898948672 -0.27671517431735987 0.13958630710840228 -1.2742783427238462 -0.65560871362686146 0.74962788820266735 1.9718518853187563 -1.952317416667938 1.1305428743362429 -0.029490973800420758 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 11 7 8 -7 25 -11 -1 13 26 16 -15 17 20 23 -17 -14 -18 -23 -16 -25 -8 27 28 -5 -20 right_child=1 2 -4 12 -6 6 9 -9 -10 10 -12 -13 14 15 18 19 21 -19 29 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0058691564098995262 0.014563049966880305 0.045347451972504144 -0.017303217888071931 0.032378424071633508 0.017746972800790899 -0.0060797070572390418 0.0085018678381899929 -0.032477750654173319 0.0061684618258262026 -0.00030741532595995966 0.0047600216583880191 0.072895114737852734 -0.020923001434749941 0.0079347948419534325 -0.047184871126209588 0.013210435069940166 0.01295341450966043 0.0063817008494459595 -0.01298053236857228 -0.018268732751138387 0.04167126217299668 0.0092208577511009009 -0.0060773362742842672 0.040814234332782424 0.0027050413456408888 0.078102699278506632 0.0053679275589787051 -0.003275631157129661 -0.0053363992072468927 0.0027195807337740876 leaf_weight=775.33523219135532 26.928673492511734 5.0490461779409079 120.62416855833726 41.365467302355682 93.030879472258675 832.96487463595986 295.83279846224468 35.986141421919456 243.28835767450801 6381.3797727272613 1226.7749347949866 4.7596093576867124 80.719730204364168 54.670004665546003 6.5094914513174436 23.101825022837147 371.93057318498904 78.466491042985581 252.83020388415025 274.14171910327423 5.5667590501252553 197.57545456645312 161.6147008434491 22.42064757226035 100.25640775327338 4.1017814427614203 344.39219918457093 2222.2856376960553 45.115774347636034 111.39702281472273 leaf_count=4250 340 60 4308 244 917 10774 1923 173 1288 39101 8106 33 11809 998 35 156 2301 426 2474 5699 20 1386 1056 132 462 16 2077 16562 1601 1273 internal_value=7.82153e-05 -0.00950742 -0.0147124 0.000181011 0.000865217 0.000704276 0.000220265 -0.0042572 -0.00330603 0.00085068 0.000509077 0.0062938 -0.00135825 -0.00285779 0.00188167 -0.0120988 0.00525746 -0.00572305 -0.00423733 -0.0158017 -0.0167833 0.00773913 0.00232387 0.00679702 0.00973823 0.00949608 -0.00162977 -0.00267595 0.0126621 -0.00816558 internal_weight=14440.4 152.602 125.673 14287.8 9893.45 9800.42 9020.33 1112.24 1076.25 7908.09 7608.15 780.095 4394.36 3005.07 1389.29 351.914 895.874 164.753 493.414 297.244 86.2865 731.121 359.19 129.187 122.677 299.935 2653.16 2308.77 86.4812 364.227 internal_count=120000 4708 4368 115292 66581 65664 61381 12235 12062 49146 47207 4283 48711 27337 21374 6853 16998 12255 4376 5855 11829 4743 2442 629 594 1939 20484 18407 1845 3747 is_linear=0 shrinkage=0.05 Tree=521 num_leaves=31 num_cat=0 split_feature=392 483 501 491 465 323 481 59 436 466 434 326 398 513 332 98 496 352 391 377 517 501 72 364 430 392 430 450 333 328 split_gain=15.5997 20.9664 19.4284 19.2194 17.9889 16.8005 14.4545 14.2846 12.6283 10.3397 10.2374 10.1634 10.5028 10.4577 10.1279 10.4362 9.97904 9.55718 8.93966 8.84081 8.84017 8.76664 8.76383 8.64598 8.59529 8.42082 10.8447 8.38354 8.3004 8.2349 threshold=-0.50417414307594288 -0.047571377828717225 -0.063402760773897157 -1.0873744487762449 -0.23217492550611493 -0.23640082776546475 -0.21378748118877408 -0.0039740095380693665 -0.53427958488464344 -0.52422258257865895 0.38147501647472387 -0.40234108269214625 0.045093815773725517 0.063947901129722609 2.0404455661773686 2.6124583482742314 -0.60946744680404652 -0.53614142537116993 -0.45885047316551203 1.1997548341751101 1.3091133832931521 0.61951088905334484 0.65413564443588268 2.6677798032760625 -0.42288067936897272 0.30779796838760382 -0.41427062451839441 -0.8852059245109557 0.04957567714154721 -0.061396345496177666 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 16 -3 14 17 11 8 23 -8 -9 18 19 -14 15 21 29 22 -6 -13 -10 -1 24 -7 -5 26 28 -18 -4 -2 right_child=1 3 25 5 6 7 9 10 20 -11 -12 12 13 -15 -16 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0037307898475267931 0.04018192222725181 -0.012497634316486404 0.0050631655120935877 0.0065719437289077157 0.0017065241466973566 -0.0071087255411361322 -0.01018559668333446 0.024281538682045821 0.0025571570939863387 0.022634359641475688 -0.0025480711727547405 0.0091260182975156767 0.028835220209467688 -0.013697036212778124 0.026396387601686656 0.032982546496775782 -0.020402316778076229 -0.016362465418067972 -0.019948804229166749 0.035785426185465083 0.020376599712809518 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10.3181 12.1475 10.1316 12.0185 10.933 10.0924 14.8965 11.6332 10.0157 9.9631 12.1904 9.93414 9.82916 16.9306 14.6398 14.516 12.6182 12.4002 9.5262 9.45822 9.18827 9.98612 9.17772 threshold=-0.70830875635147084 0.27766436338424688 0.80842339992523204 -0.84559473395347584 -0.41220773756504053 0.035514228045940406 0.73891434073448192 -0.53178212046623219 0.0085177971050143259 0.42330595850944525 -0.34437930583953852 -0.75402483344078053 0.21305499225854876 1.4780489802360537 -0.032374000176787369 0.57673141360282909 -0.50792115926742543 -0.27330361306667322 2.3914009332656865 -0.13783074170351026 0.65871554613113414 -0.3810857087373733 -0.15841776132583615 -0.235170803964138 -0.50991845130920399 0.29159286618232733 0.27761310338974005 -0.21152004599571225 0.15061180293560031 -0.6014566421508788 decision_type=2 2 2 2 2 2 2 2 2 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 9 7 -6 16 10 11 25 -3 14 -14 -4 17 -9 -7 20 21 -8 -21 -22 -24 -2 -17 28 -11 -23 right_child=4 12 15 -5 6 18 19 8 -10 27 -12 -13 13 -15 -16 26 -18 -19 -20 22 23 29 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0062963494299143191 0.0032683942651328367 -0.00048662845188846135 -0.0071191804194804705 0.00084669444729674808 0.0027842117930497556 0.006963372899414658 0.024471785733527384 0.012042185258461686 0.0023199613282090352 0.015536697029504248 0.0056735141647242561 -0.0041247755638174118 0.015459532578537289 0.030835288976859145 -0.0003255731134198073 -0.027330246845929818 -0.0073216428391790645 -0.0036494256930880084 -0.011115859065940575 0.027595661597633148 0.00086522577020189451 0.00089635717531671316 0.00015589432364025439 0.054185550021796272 -0.011567179310002356 0.029863358058444457 0.055407161826536482 -0.022855837239712126 -0.021577060345480414 -0.02144434569500114 leaf_weight=930.80292689334601 212.57708650836139 1506.4439664559468 345.73248784895986 1506.2028265962144 2667.6111328407424 1577.4251402037335 21.719249388203025 171.25044740166049 1180.7789361711184 46.443428542697802 960.45633152575465 995.62711201603815 168.5581555578101 59.811825071054045 377.08665592879697 104.57962224446237 1033.5423970528791 445.28400708734989 79.533630587277003 40.261268138361629 51.211695691919886 54.631286703981459 864.71873591077747 14.137547422724309 304.69736268192355 40.066156788729131 3.4430789425969115 84.642017135352944 29.563347226998303 276.05478645348921 leaf_count=4539 1151 9390 1702 7899 14877 9564 142 848 10455 365 14138 6071 1049 251 2260 640 11729 2279 538 224 375 336 5874 157 7820 253 17 2620 204 2233 internal_value=0.000100677 -0.00122207 -0.00335975 -0.00187965 0.000694488 0.00285193 -0.000523851 0.000552352 -0.00154906 0.000583851 0.00146783 -0.00176433 0.00170163 0.0071537 0.00454347 -0.0112958 -0.0043207 0.00070226 0.00609194 -0.00416281 -0.0107767 -0.0151173 -0.00187392 0.012542 -0.00289507 0.00751596 -0.0245981 -0.0115321 0.00102597 -0.0177393 internal_weight=16154.9 5002.66 2890.76 2437.01 11152.2 4026.33 7125.9 5498.47 2830.86 2369.38 2208.73 1248.27 2111.9 605.457 545.645 453.755 1650.08 616.534 1656.96 1627.43 417.755 352.405 1209.68 65.3492 1169.42 252.643 108.023 160.649 76.0068 330.686 internal_count=120000 27747 14797 12438 92253 34904 57349 40188 25311 24802 21613 7475 12950 3560 3309 2359 14856 3127 10102 17161 3243 2711 13918 532 13694 1404 657 3189 569 2569 is_linear=0 shrinkage=0.05 Tree=523 num_leaves=31 num_cat=0 split_feature=92 83 230 241 153 450 203 190 70 153 452 385 295 51 230 304 510 28 260 437 401 324 28 74 444 17 393 398 130 399 split_gain=5.70933 12.2119 15.9127 14.5145 10.7602 9.87416 11.484 9.87074 9.41364 8.90522 8.88163 9.10011 8.57732 8.48143 10.3915 8.88071 8.23284 11.5445 11.0155 9.37878 8.80689 12.4994 11.0779 11.8689 8.91931 9.11161 8.50464 8.31784 10.8812 10.1403 threshold=0.0069238245487213143 0.14668463170528415 0.4083195179700852 -0.21259185671806333 -0.33149379491806025 -0.72005552053451527 0.10776059329509736 -0.57776281237602223 -0.68364873528480519 0.42088896036148077 1.5988337397575381 -1.404379606246948 -0.65082824230194081 -0.21655070781707761 -0.26029852032661432 0.1943178400397301 -0.72200605273246754 -0.22585898637771604 -0.087316948920488344 2.3941068649291997 1.2235642075538637 -0.35149948298931116 -0.038260441273450845 -0.24774612486362454 0.11856707930564882 0.050390407443046577 3.0077370405197148 -1.0819243788719175 -0.41776980459690088 -0.55608248710632313 decision_type=2 2 2 2 2 2 2 2 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 3 7 -2 8 10 -7 -3 12 -6 11 -5 -4 15 -15 -8 17 18 -1 27 22 -22 24 -24 26 -26 -19 28 29 -18 right_child=1 2 4 5 9 6 13 -9 -10 -11 -12 -13 -14 14 -16 -17 19 20 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.023452915567310689 0.0004179515641138849 -0.0171449028245588 -0.035829777325213918 0.015859137896908251 -0.025416330628109086 0.00071181384983813459 -0.0041471659029999469 0.0049548773858249353 0.0060185653170744188 -0.0010881195646470921 -0.023240454334861164 -0.0014888147756598018 -0.0046228153420303907 -0.003497372553195233 -0.022845716806607828 -0.015554855823605947 -0.0026100340837304972 -0.0032557628532417244 0.014180519555736078 -0.013561253333078914 0.014343102996448479 -0.016042578354019271 0.0076767731031557943 0.042107271815336987 0.0055797542103452761 0.042815456906925516 0.048782233613715024 0.0014457878842424349 0.00295043248070154 -0.017350311625722349 leaf_weight=53.631318967221887 2097.8171047665164 51.841752852051286 23.879417293326696 85.719470107695088 97.116626452632772 316.5828250797058 610.07668957072019 1746.1092297809228 247.93226400869025 62.090305234029074 41.288869731128216 633.03214499670139 281.2912459558429 101.28106917372497 225.22718720332341 237.89028420651448 282.13528440296068 117.66129620898573 30.218047978312825 115.26610707171494 70.776315539049392 64.671280191811093 42.380670304235537 62.67575495960773 36.068383057689061 30.686759186035488 8.3116023694165033 6117.9051141485397 338.15446303972567 200.07281715828867 leaf_count=912 18894 532 191 357 2373 5354 3813 13854 2075 1663 202 4233 1732 847 3580 1576 2198 458 339 2417 2947 2790 161 330 198 182 28 41919 2428 1417 internal_value=7.57234e-05 -0.000968764 0.00180689 -0.00257207 -0.00451392 -0.00536061 -0.00772508 0.00431396 -0.00120606 -0.0159664 -0.000714986 0.000575093 -0.00709206 -0.0100034 -0.0168622 -0.00735485 0.00102272 0.00711275 -0.0098301 0.000575465 0.010405 -0.000129195 0.0152117 0.0282858 0.00804807 0.0228099 0.000173978 0.000811233 -0.00391451 -0.00873861 internal_weight=14429.8 6859.18 2510.26 4348.92 712.31 2251.1 1491.06 1797.95 553.103 159.207 760.04 718.752 305.171 1174.48 326.508 847.967 7570.62 517.081 83.8494 7053.53 433.232 135.448 297.784 105.056 192.728 66.7551 125.973 6938.27 820.363 482.208 internal_count=120000 61276 22420 38856 8034 19962 15170 14386 3998 4036 4792 4590 1923 9816 4427 5389 58724 8345 1251 50379 7094 5737 1357 491 866 380 486 47962 6043 3615 is_linear=0 shrinkage=0.05 Tree=524 num_leaves=31 num_cat=0 split_feature=516 503 515 516 392 501 515 429 507 506 515 441 452 511 137 506 444 479 501 503 497 457 506 377 506 493 450 487 292 364 split_gain=16.0529 21.1657 19.0951 21.2955 20.5958 19.1906 14.0664 13.2149 13.0031 18.7732 13.2536 13.1039 12.9135 12.4615 12.178 8.97201 8.87736 7.91427 7.54733 7.54182 7.33853 7.11329 8.92305 7.38181 6.96552 6.90473 6.82606 6.78426 6.62839 6.61133 threshold=0.29773791134357458 0.54979372024536144 0.60502028465271007 -0.045815415680408471 -0.81241735816001881 0.034555964171886451 0.69877406954765331 -1.2794771194458006 0.16714438050985339 -0.049955883994698518 0.19772922247648242 0.72596693038940441 -0.33553618192672724 1.2847706079483034 -0.63856634497642506 -0.44098818302154535 -0.62155604362487782 -0.48555554449558253 0.33961386978626257 0.34921188652515417 0.36196959018707281 -0.50331661105155934 0.13703766465187076 1.5404016375541689 0.60883125662803661 -0.1634518280625343 -1.04848176240921 0.52504685521125805 -0.57553252577781666 -0.28697843849658961 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 15 19 -1 11 -10 -11 17 -7 20 -9 -6 26 -5 25 -2 -3 22 -4 27 29 -18 -8 -24 -15 -22 right_child=6 13 21 8 5 12 16 14 9 10 -12 -13 -14 28 -16 -17 18 -19 -20 -21 24 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0087076368782805415 0.04776769176116178 -0.020793475378273168 -0.016544905114063223 0.0023822079774228661 0.002812918338653065 -0.012790326372905895 -0.019380254589191265 -0.0048434289613845513 -0.016413170675200983 0.03938183415246968 0.0056005935157158416 -0.015985064843232817 -0.0024345371618227033 -0.017661193898445851 0.015676027521229801 0.027092580967012021 -0.027449231516448153 0.026811198061167874 -0.013158791501463415 0.015262654462301031 -0.021278659685865883 -0.02434245866856994 0.016202918629943441 0.060710114387976834 0.03021705067252722 0.021514034383718086 0.011360635999030378 -0.011003886204883124 0.028594383789903262 0.0047909168171088043 leaf_weight=107.67112852883292 28.063845476805 240.72967014399183 121.38706428091973 41.600667011225596 120.58614452418988 547.26022908324376 19.207299412693828 93.424638797790976 92.027318845037371 32.899204506713431 248.1171522992081 25.008659801620524 672.33497832820285 10.854516054794656 314.17261390210479 55.89020697097294 8.8887789787258935 173.02901373966597 105.32820531941252 51.08348707917321 54.214637602737639 87.704118076711893 39.27012233575806 5.2592126653762525 12.215712851553688 35.039072447223589 259.28307635735837 54.689381490577944 25.662233410694171 43.519739067909541 leaf_count=2756 255 14527 1913 492 17838 13452 169 4416 974 281 2758 347 24009 239 8179 619 55 2502 2900 4723 2625 2713 454 38 463 1898 5378 682 838 1507 internal_value=-0.000731008 -0.00203444 -0.000533476 0.0008997 -0.00169843 -0.00485369 0.00753665 0.00684003 0.00901202 0.00315597 0.00958583 0.0181021 -0.00708618 -0.0129981 0.0109605 0.0105416 0.0039372 0.0221028 -0.00587897 0.026897 -0.0158997 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1.0157070755958559 -0.56479635834693898 -0.43090629577636713 0.010700122918933632 -0.10485017672181128 0.15069133043289187 4.7607727050781259 0.91199100017547619 -0.41186976432800287 -0.43851011991500849 -0.367697924375534 -0.37950867414474482 -0.20978001505136487 -0.473723754286766 -0.30015274882316584 4.8797888755798349 0.39375299215316778 -0.54656630754470814 -0.23680000752210614 0.38628755509853369 -0.58945491909980763 2.2206414937973027 -0.5743996500968932 -0.49387808144092554 -0.11162786185741423 0.18014924973249438 0.19985416531562808 4.1183459758758554 0.09688823297619821 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 -2 7 15 8 -1 12 11 -11 13 -10 -14 -3 17 20 23 -20 21 -4 -22 -19 -6 -9 27 28 -5 -28 right_child=1 6 16 26 24 -7 -8 25 9 10 -12 -13 14 -15 -16 -17 -18 18 19 -21 22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.00042411118876272547 0.020238346970663044 -0.0093248196441106969 -0.0040354889936516621 -0.004055634264457827 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952.05649501133303 19.498488636221737 84.431475548422895 138.73405131336767 9.8003565575927478 40.146875575301237 61.269833162426949 14.363844103994778 32.98957200278528 leaf_count=65202 1802 256 1402 1188 61 4490 344 143 462 797 6141 1322 597 270 570 1000 55 887 4222 888 8842 15598 93 777 817 39 300 778 86 571 internal_value=9.7671e-05 0.00164712 0.0011476 0.00640868 0.0129846 -0.000397076 0.0162697 -5.0695e-05 2.40433e-05 -0.00461428 -0.00922917 -0.000777016 0.00403915 0.013529 -0.00389572 0.00890713 -4.71125e-05 0.00011048 -0.00293414 -0.000602656 0.00234212 0.00470621 -0.00301549 -0.0110328 0.00258725 -0.0248661 -0.000368285 0.00349982 -0.00119652 -0.0147711 internal_weight=16137 3907.96 3779.31 700.094 355.646 12229.1 128.654 11507.8 11473.2 909.938 593.823 229.647 316.115 144.207 171.908 99.2288 3079.21 3067.58 1296.5 1007.25 1771.08 1229.5 541.581 289.248 146.493 34.6561 344.448 271.311 210.041 73.1364 internal_count=120000 39967 38367 5603 2680 80033 1600 75543 75361 10159 8260 2119 1899 732 1167 1256 32764 32709 6774 5110 25935 17000 8935 1664 878 182 2923 2052 1274 871 is_linear=0 shrinkage=0.05 Tree=526 num_leaves=31 num_cat=0 split_feature=409 508 516 504 257 410 462 252 384 418 522 384 377 362 490 505 453 501 510 340 304 165 56 327 435 400 343 297 160 212 split_gain=5.66386 9.00144 13.0171 12.1086 11.7265 14.3573 14.0312 12.7047 11.8946 10.8064 10.134 12.7986 12.06 11.2876 10.6614 9.68076 12.7018 11.2317 14.0731 12.3199 13.7778 12.2483 11.0799 10.6916 9.49919 8.95611 8.87935 8.54723 8.47584 7.95001 threshold=-0.68233358860015858 -0.22543853521347043 -0.45498752593994135 -0.20984521508216855 -0.53606373071670521 0.45352709293365484 -0.45930357277393336 -0.86899203062057484 -0.67480993270874012 -0.83820587396621693 0.51580092310905468 -0.33657477796077723 -0.54683247208595265 -0.38960075378417963 -0.39388665556907648 0.47248841822147375 -0.65172037482261647 0.73611697554588329 1.1266276836395266 -0.50842756032943714 -0.0051190019585192195 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-0.00181742 -0.00448753 0.000591296 -0.0103585 0.0033322 -0.00475564 0.000796757 0.00680429 -0.00396936 0.011545 0.015147 6.25147e-05 0.00358362 -0.00127775 -0.0104789 -0.000453949 -0.00237422 -0.0373732 -0.0071092 0.0056837 -0.00615345 0.00425465 0.00780112 -0.0195 -0.00165402 0.00142133 internal_weight=14416.3 10490.4 4739.15 4722.27 4555.05 2161.26 2393.8 702.88 1583.2 810.597 5751.28 625.537 190.827 434.71 57.3666 5125.74 1414.13 3711.61 304.406 3407.2 2420.98 41.909 231.714 1182.42 262.497 986.222 987.007 15.8271 1458.38 169.259 internal_count=120000 95142 38162 38100 36913 21548 15365 6517 11454 3911 56980 5102 1627 3475 432 51878 10207 41671 3038 38633 17577 461 1062 9145 2577 21056 6485 94 15031 1266 is_linear=0 shrinkage=0.05 Tree=527 num_leaves=31 num_cat=0 split_feature=516 503 515 516 415 515 504 457 415 513 516 428 496 319 166 511 405 487 501 431 479 507 506 274 326 513 515 516 521 276 split_gain=15.5334 20.5292 18.936 23.0724 18.0685 15.966 15.2524 13.1558 12.8758 11.8592 25.5434 14.1576 11.7791 11.0426 10.1627 10.1202 9.81214 9.76175 9.60904 9.35293 8.97977 8.94332 14.136 8.77871 8.55931 8.51263 8.46277 12.5503 8.3996 8.1038 threshold=0.14369950443506244 0.51485270261764537 0.44541347026824957 -0.10961423069238661 -0.40240204334259028 0.60502028465271007 0.034282475709915168 -0.30168002843856806 -0.37226693332195276 0.054202444851398475 -0.31310492753982538 -0.77292776107788075 -0.084005307406187044 -0.21137972176074979 -0.29474221169948572 1.2392336130142214 0.31131501495838171 0.74409696459770214 0.26684062182903295 1.6356156468391421 -0.09146616235375403 0.58362576365470897 0.55714058876037609 -0.16418843716382978 -0.35061076283454889 1.3902761936187746 0.21397921442985537 0.050251483917236335 0.64544320106506359 -0.54838049411773671 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 9 -2 26 19 14 10 -1 -11 17 -14 -6 20 -10 -8 -9 21 -3 -7 -23 -24 -22 -20 28 -28 -5 -17 right_child=5 15 -4 6 8 7 12 18 16 11 -12 -13 13 -15 -16 29 -18 -19 25 -21 24 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0059999023580415145 0.018183059668433935 -0.022023665840082331 -0.011631062155867532 0.020487546755875052 0.005875472636580302 0.01390946493332991 0.019534114403033737 0.018516003277268878 -0.0045384688025907269 -0.00014561505705389265 0.032076456268911799 -0.014500664221737472 -0.0094998540925851013 0.027585191555934203 0.034432273985488107 -0.018406037889585183 0.010030631939385845 -0.016697049937838639 -0.020217860157269743 -0.042335694996004036 -0.023843299306748653 -0.011169320959679117 0.023046303821338519 -0.0045831255099554316 0.00475077230545113 0.022765227722704045 0.0035757510500048018 0.043268969331572121 0.052613359880339786 0.024529215086724634 leaf_weight=175.60319602770323 186.67562277287652 223.89691639188095 346.477298096288 59.388549902592786 69.449029117400642 224.325608261046 120.71529463364277 23.276685740929679 305.97971570746449 268.61053396598436 58.640049044857733 479.78221996204229 167.41255366144469 22.660886279016268 57.24240485552582 17.270708879630547 185.45927895358182 21.744277443503961 121.58033897192217 9.8257028930820507 39.295476606566808 131.31201714195777 75.079457487619948 46.075727752468083 77.365749023127137 12.53386178112123 99.22249949601246 24.936820402275771 31.768485407694243 29.505265455751214 leaf_count=9130 6250 13900 6757 901 1669 3131 1025 1344 9429 3717 968 15173 2240 354 1382 451 23048 320 4469 112 2608 1269 1832 1754 3201 346 1564 316 274 1066 internal_value=-0.000712271 -0.00244956 -0.000784656 0.000962525 -0.00206611 0.00530958 0.0098198 0.001568 0.00462644 -0.00628121 0.00352035 -0.00935579 0.0030869 -0.00504004 0.0188346 -0.0131585 0.000950369 0.0139611 -0.0109826 0.00563904 -0.0161585 0.00664685 0.00017103 0.0125024 -0.00485003 -0.0161496 0.0201886 0.0116166 0.0317837 0.00856447 internal_weight=3713.11 2882.43 2495.09 2148.62 1600.77 830.685 547.849 644.009 618.13 982.636 234.243 748.393 332.533 190.073 126.691 387.334 491.439 142.46 157.391 486.619 340.558 476.793 252.467 121.155 116.661 134.114 215.316 124.159 91.157 46.776 internal_count=120000 99493 78267 71510 64516 20507 6994 14257 35528 28988 10098 18890 3939 2594 3051 21226 32477 1345 6159 8098 19709 7986 4855 3586 5809 4815 3055 1880 1175 1517 is_linear=0 shrinkage=0.05 Tree=528 num_leaves=31 num_cat=0 split_feature=502 390 94 187 398 18 265 372 412 520 390 410 325 410 161 56 515 160 98 462 277 408 506 515 513 286 520 484 490 507 split_gain=4.95527 10.1475 10.8009 9.51243 9.58979 15.4443 7.06532 10.4432 9.50337 8.44511 7.2011 6.74508 6.43943 8.1939 6.28512 6.72157 6.14415 5.93603 9.25928 5.93556 6.86297 5.86177 5.8457 20.8269 16.7145 12.8315 12.5332 13.2764 13.2384 12.4758 threshold=-0.83600309491157521 0.23899757862091067 0.97042432427406322 -0.18327062577009198 0.56760710477828991 -0.47779826819896692 0.20087356865406039 3.1454145908355717 3.138390421867371 -0.47781491279602045 -0.55847966670989979 -0.60015746951103199 -1.0107442140579221 -0.66414040327072132 2.0233216285705571 -0.31550653278827662 -0.80935308337211598 0.90537729859352123 -0.70491343736648548 -0.49045777320861811 -1.949000298976898 0.54068586230278026 -0.41270636022090906 -0.37711992859840388 -0.47346097230911249 -1.5442815423011778 3.5389355421066289 0.087447892874479308 -0.43182061612606043 -0.43048769235610956 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 19 11 -6 12 8 9 -8 -9 -5 13 -1 15 -14 -7 18 -13 -3 -21 -19 29 26 -25 -26 28 -28 -24 -2 right_child=22 3 -4 4 5 16 7 10 -10 -11 -12 17 14 -15 -16 -17 -18 21 -20 20 -22 -23 23 24 25 -27 27 -29 -30 -31 leaf_value=0.027155649401625293 -2.1605822086516961e-05 -0.0096426583654564049 0.012439749864925654 0.030206900179859976 -0.1448506136250339 -0.10135123634955474 -0.024535445026707771 -0.10578129188675872 -0.12595948954783373 0.0096968349372816946 -0.013128376419864377 -0.12692350787530118 -0.017545175977506162 -0.032719933413037243 0.047750090727450484 -0.041371701287189561 -8.4264706129009599e-05 -0.028899230525561922 0.0074380826422638588 -0.096093126715224034 0.030560930543884257 -0.19082624494032202 -0.0022904856698212446 0.028729388330106093 0.012058441808442901 -0.00012615919522984966 -0.081865258411929584 0.011525403917794969 -0.014645574120954359 0.0055606347919422549 leaf_weight=14.229510662611576 3190.0396237289533 12.980651019141076 45.951291562407278 15.255822306935441 2.8786657447926691 1.6903443826740829 23.095600363783888 3.9465921181254089 1.3719635307788838 80.257569363573566 4.7160156696336326 1.2854779085610086 78.903759620210622 9.3793127120734407 2.7627708184008943 48.77540724784194 9.7850885645020735 2.0137896084925155 16.859411425451984 0.97963326424360175 50.422247842332581 0.76096462458372105 621.35794700609404 51.296232676075306 220.82901081597083 9803.406024256692 11.063764328137042 5.6079483795911065 333.97232892589818 1457.2482682241825 leaf_count=237 19370 60 625 759 27 242 1189 30 6 1451 39 12 1426 77 88 14963 67 598 558 9 704 5 3086 460 1450 61717 41 28 3098 7578 internal_value=9.47286e-05 -0.00521031 -0.00987673 0.00747006 -0.00869022 -0.0431537 -0.0137331 -0.00419947 0.000140157 0.00198254 -0.0566361 0.00492801 -0.0207104 0.00311971 -0.0250609 -0.0267117 -0.0161797 -0.013325 -0.00245023 0.0202245 0.0278681 -0.0801396 0.000239851 -0.000385641 0.000288204 0.00014188 -0.00737501 -0.0502714 -0.00661599 0.00172782 internal_weight=16123.1 428.302 313.39 114.912 50.5296 14.3541 267.439 113.388 104.725 103.353 8.66261 36.1755 154.051 23.6088 130.442 127.679 11.4754 20.9196 18.1449 64.3825 51.4019 2.77475 15694.8 11047.5 10075.5 10024.2 972.002 16.6717 955.33 4647.29 internal_count=120000 23172 20131 3041 2268 336 19506 2715 2646 2640 69 1932 16791 314 16477 16389 309 1173 570 773 713 603 96828 69880 63627 63167 6253 69 6184 26948 is_linear=0 shrinkage=0.05 Tree=529 num_leaves=31 num_cat=0 split_feature=333 501 497 124 312 498 474 495 405 516 48 35 449 499 304 221 504 501 395 260 515 516 492 81 437 304 517 315 512 28 split_gain=5.55218 8.86565 8.57793 9.45232 10.2359 14.2915 8.35944 11.9111 10.3648 10.3158 12.8373 10.9134 10.7414 8.81932 8.7962 7.68414 7.56906 8.6143 7.80407 12.7059 12.8245 10.6121 11.8318 10.5098 10.7597 10.3362 10.167 10.0658 7.78455 10.6808 threshold=1.0904718637466433 0.72277274727821361 0.50053954124450695 -0.3267709612846374 -0.58385893702507008 -0.60920792818069447 -0.12225030735135077 -0.73457631468772877 -1.0141034126281736 -0.46065920591354365 -0.22959589958190915 0.81507018208503734 -0.3634625375270843 0.43848279118537908 -0.73411011695861805 2.0312604904174809 -0.7124740183353423 -0.58925053477287281 0.71005874872207653 0.27926246821880346 0.92993131279945385 -0.48459707200527186 -0.49958051741123194 0.89400550723075878 -0.60041984915733326 -0.6521291434764861 1.8847929835319521 0.52157321572303783 0.99778059124946605 0.32261522114276892 decision_type=2 2 2 2 2 2 2 2 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 6 -3 -4 -5 -6 9 -8 14 -2 11 13 -12 -11 -9 -13 17 -1 -18 20 21 22 -20 25 -25 27 -23 -21 -22 -30 right_child=1 2 3 4 5 -7 7 8 -10 10 12 15 -14 -15 -16 -17 18 -19 19 23 28 26 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.011141674170965376 0.0050749520783597759 0.011160978209656947 0.0056466509344439047 -0.0021222971319700512 -0.0051714011721459216 -0.16502004339858498 0.02072774289297992 -0.029309447862206819 0.0051424412036404346 -0.021790100730151158 0.0076364456709901501 0.015827817152310103 -0.023134723624032169 -0.0067424942758074011 0.002391960827803595 -0.011656760320162232 0.00030259665030226064 -0.025712303922844494 0.038823388069203914 -0.07332725936697651 0.01386111638448854 -0.0071288407742798937 -0.017809347003517908 -0.12855755926602527 -0.0019945237201552599 0.020740029125147857 0.023560100622058374 0.010003648560371267 0.002096876970579357 -0.0498321583334526 leaf_weight=21.501154660094471 370.03126499801874 370.75552465359215 17.478809639578689 5.4132743664085865 2.49654332495993 3.3051685697864723 104.64453178970143 43.685040732380003 515.7129917456914 179.78395389817888 230.51013845439593 61.784960117947776 32.186364686465822 215.45551923027961 43.178471161489142 42.906113384990022 10186.091504457101 58.159435952547938 26.625406974926591 5.9583256294718003 143.48833008017391 1486.468002884234 13.869145190343259 2.4573535041417927 5.1433523278101339 108.61836942268565 27.319332658487838 8.7586460196762328 62.341452151478734 11.638319467660038 leaf_count=18887 2182 4261 156 42 31 19 516 219 2882 981 1434 356 219 1204 233 238 63720 4535 167 79 2476 12100 133 23 69 2058 190 111 395 84 internal_value=7.29702e-05 0.00236123 0.00911357 -0.0171144 -0.0527663 -0.0983357 0.000892122 0.00515871 0.00244367 -0.0017677 -0.00509458 -0.00979916 0.00383987 -0.0136037 -0.0135091 0.00451557 -0.000347738 -0.0157009 -0.000246024 -0.00318557 -0.00429858 -0.00589155 0.0193078 0.0118286 -0.0447005 0.0153862 -0.00657017 -0.0236635 0.00706115 -0.00606122 internal_weight=14407.8 2239.33 399.449 28.6938 11.215 5.80171 1839.88 707.221 602.577 1132.66 762.627 499.931 262.697 395.239 86.8635 104.691 12168.4 79.6606 12088.8 1902.69 1771.75 1554.28 40.4946 130.936 7.60071 123.335 1513.79 14.717 217.468 73.9798 internal_count=120000 14973 4509 248 92 50 10464 3850 3334 6614 4432 2779 1653 2185 452 594 105027 23422 81605 17885 15545 12590 300 2340 92 2248 12290 190 2955 479 is_linear=0 shrinkage=0.05 Tree=530 num_leaves=31 num_cat=0 split_feature=395 499 410 430 389 499 452 497 263 408 400 279 82 466 422 339 517 295 477 444 513 316 364 514 287 507 69 445 185 154 split_gain=16.1319 19.1725 17.21 19.0077 14.9057 14.8353 14.5479 14.4756 12.9341 16.7786 12.1431 10.8842 9.89841 9.53649 10.3085 9.50312 8.78687 9.91654 8.76147 8.75221 8.56599 8.47252 8.37714 8.95408 8.23914 8.04614 7.97556 7.92393 7.12044 8.25607 threshold=1.1565853357315066 0.44043914973735815 -0.7367265224456786 -0.39223888516426081 0.038581227883696563 0.39744201302528387 -0.080818116664886461 0.66890892386436474 -0.44933670759201044 -0.35186135768890375 -0.28916014730930323 0.81175503134727489 -0.25424565374851221 -0.41781134903430933 1.1627900600433352 0.81111711263656627 1.0500594377517702 -0.084593139588832841 -0.27827408909797663 0.60009902715682995 0.3315733671188355 -0.27241021394729609 -0.31955662369728083 0.73540532588958751 -0.68102231621742237 0.08504576608538629 1.0203615427017214 -0.94453680515289296 -0.052733996883034699 -0.11549550294876097 decision_type=2 2 2 2 2 2 2 2 2 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 11 4 8 -1 20 19 9 -4 24 16 -13 14 -2 -12 17 -3 -10 -8 25 -9 -7 -24 -6 -5 -19 -22 29 -16 right_child=13 2 3 6 10 22 7 21 18 -11 15 12 -14 -15 28 -17 -18 26 -20 -21 27 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00050331391056482138 -0.010134191600384953 -0.012193417217541636 0.018645244318241268 -0.0068456690074707146 -0.029187731047529666 -0.030665718718262788 0.0025293452544543939 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142.97779735413496 25.776078298542416 2.4264537263661614 235.55419309463468 10.297074769943718 38.149824407330016 leaf_count=21928 5725 5317 4544 2842 724 19057 6303 1201 2907 2399 3242 1619 1374 6768 1691 577 2855 1598 4923 3362 739 1665 6810 1549 1753 407 39 5230 199 653 internal_value=-0.000698544 -0.00202661 -0.000736279 0.00116737 0.00452034 -0.0137089 -0.0049695 0.00240693 0.00791036 0.0129961 -0.0028319 -0.00860896 0.00535134 0.00751709 0.000366584 0.00393182 -0.0120904 -0.00513843 0.00168081 -0.00304581 -0.0110081 0.0204549 -0.0219336 -0.00984589 -0.0123449 -0.00241956 0.0103471 -0.0165898 0.0103632 0.00674255 internal_weight=3698.56 3184.47 2868.2 2309.26 1493.89 316.263 815.371 366.684 1022.91 562.657 470.98 558.94 111.269 514.088 245.292 274.993 447.671 226.622 460.257 281.456 448.687 85.2286 200.519 84.4298 195.987 177.146 70.6942 271.54 125.907 115.61 internal_count=120000 104964 55620 42818 21069 49344 21749 12531 14773 6943 6296 12802 2993 15036 8268 3819 9809 6954 7830 9665 9218 2866 27416 8359 2477 3249 1637 5969 2543 2344 is_linear=0 shrinkage=0.05 Tree=531 num_leaves=31 num_cat=0 split_feature=386 503 498 445 289 5 513 146 522 498 345 495 385 473 332 281 503 322 503 263 450 487 503 496 297 70 494 345 246 277 split_gain=4.95939 11.7811 12.6589 10.841 10.7222 11.2684 10.7936 10.7793 10.2652 9.76045 11.7924 9.74111 10.7911 9.52476 9.95433 10.2435 15.9085 12.9015 9.15233 9.03225 9.01999 9.00141 8.48213 10.4217 9.11899 8.45632 9.45984 9.76241 8.41861 8.3903 threshold=-0.70830875635147084 0.27766436338424688 0.80842339992523204 -0.84559473395347584 -0.41220773756504053 0.11132906377315523 0.27685655653476721 -0.44244214892387385 0.73891434073448192 -0.49870899319648737 3.2938261032104497 -1.0132722258567808 1.5571081638336184 -0.5331985056400298 -0.29089222848415369 -0.39915108680725092 0.60470336675643932 -0.43138651549816126 -0.74957910180091847 0.41277815401554113 -1.0386632084846494 0.99934241175651561 -0.16014613211154935 0.31882314383983618 1.8888478279113772 0.052678763866424567 -0.26481190323829645 0.16433566063642505 0.97655504941940319 -0.69455569982528675 decision_type=2 2 2 2 2 2 2 2 2 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 18 -7 9 25 22 -4 -13 -10 15 17 -17 -15 -2 21 29 -5 23 -11 -24 26 -6 -28 -20 -8 right_child=4 -3 11 19 8 7 20 -9 13 10 -12 12 -14 14 -16 16 -18 -19 28 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0061109114933231646 -0.028541950863841509 0.0016220127909026595 -0.03044294650117739 -0.001594548808641405 0.0029552015772690452 -0.011059001245004325 0.018232272569847843 0.0019766424077104802 0.0058055147353719815 -0.00087498015553574512 -0.014612400147084937 -0.010583529216193033 0.020410884352471022 -0.0024583382926546848 -0.012556899808713563 -0.0028504540769481285 0.02476961545842286 -0.018252556984803228 0.0028977058880860266 0.011738191490804012 0.0071897605762485765 0.016525479396114852 0.0033231606850975268 -0.021239247649229118 -0.019323404340479716 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0.000543613 0.00175182 -0.0109916 -0.00819062 -0.00398813 -0.00549106 -0.00297237 0.00615729 -0.00568266 0.000691034 0.000756899 0.00641071 -0.000608315 0.00218859 -0.00403832 0.00303461 -0.00313729 -0.00570513 -0.00856689 0.00122843 -0.00887171 internal_weight=16114.8 4990.16 2882.57 2431.68 11124.6 4019.03 3358.95 660.076 7105.59 5488.06 4132.9 450.884 394.478 1617.54 1402.82 1034.8 236.425 798.376 1464.84 1502.34 1894.11 1335.9 4025.84 480.796 3545.04 1355.16 952.9 716.661 1438.66 91.5107 internal_count=120000 27747 14797 12438 92253 34904 26003 8901 57349 40188 30835 2359 2058 17161 15961 10328 3475 6853 15351 7899 10652 7127 30331 9723 20608 9353 6139 4865 7688 364 is_linear=0 shrinkage=0.05 Tree=532 num_leaves=31 num_cat=0 split_feature=292 94 222 251 434 433 322 415 522 501 513 6 305 487 449 280 496 510 501 505 296 70 103 515 48 325 509 510 507 502 split_gain=5.49304 9.52684 10.9859 9.39876 9.05883 9.83161 10.705 8.84524 9.95505 8.96877 10.6093 8.84351 9.74909 10.0038 8.94642 8.70264 8.59631 8.51933 16.8943 10.8793 9.92713 11.0119 13.5799 9.90202 9.9293 14.3661 9.85505 13.2881 16.7403 11.9367 threshold=-0.33880691230297083 0.12518227100372317 -0.35141178965568537 -0.0071982645895332089 0.71841859817504894 -0.43000331521034235 0.068684902042150511 2.6527876853942876 0.96109223365783703 0.81474176049232494 0.093453709036111846 -0.58992215991020192 -0.40191158652305597 0.34668467938899999 -0.4318725317716598 -0.20888923108577725 1.3588811755180361 -0.72200605273246754 0.17654582858085635 -0.63020884990692128 -0.43210291862487787 -0.38407015800476069 0.25204153358936315 -0.39400340616703028 0.93126726150512706 -0.89935699105262745 -0.60355898737907399 -0.34511601924896235 0.6540975570678712 0.97088444232940685 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 7 16 5 6 15 8 9 -2 -11 12 13 -6 -14 -4 -3 19 23 -1 21 -21 -23 24 -19 -26 -20 28 -28 -30 right_child=1 3 4 -5 11 -7 -8 -9 -10 10 -12 -13 14 -15 -16 -17 -18 18 26 20 -22 22 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.024077204467868651 -0.0045447849662516105 0.0076966984042792595 0.0080542245231390239 -0.0028403702051821344 -0.0037950567415507108 -0.0086658169938650855 0.019526193498308048 0.012726282927206282 0.011540037768612087 -0.025100865541564318 0.014342202411346811 -0.0090368147522818174 -0.078935434363460746 -0.058673449143718581 -0.019260686455775475 -0.011695702271278714 -0.023457633707613616 -0.0015164426532472885 -0.0084629839821767049 -0.031246071521332436 0.020243900762761224 0.0040039603370482686 0.055669498933313237 -0.010045293959624464 0.095266538092364905 0.0077442763552528692 0.008794697302598185 0.00043153926496067741 0.010332494240748719 -0.010075485260947377 leaf_weight=25.657625654974254 1088.9998852843128 577.54296126947156 101.74216875042475 487.66993108895258 36.665668616420589 557.64005297415133 70.955519646944595 116.7158106364077 129.93097981023311 19.646887906361371 121.93591612530872 150.10517930050264 15.551957353396576 10.732917204732074 11.063109429960603 122.88303851400269 22.856767653327552 272.67251844516431 268.99786316201789 20.50554191833362 139.73402517591603 245.60809858815628 13.342453927267341 584.9319602618998 6.4537194594740894 17.078694685173105 1066.8822673194227 7758.1266037087189 102.18661342712585 238.1232244996354 leaf_count=265 11198 6342 572 9833 289 10983 414 745 1857 582 1802 1316 82 67 85 684 243 2525 1101 83 497 873 50 8147 39 194 4894 52569 481 1188 internal_value=7.10955e-05 -0.00160673 -0.00327631 0.00230845 -0.0071159 -0.00475664 0.0026019 -0.000472428 -0.00160925 -0.0030025 0.0088197 -0.0160692 -0.0302324 -0.0164243 -0.0544825 -0.00272828 0.00649864 0.000639557 0.000346853 0.00741416 0.00935888 0.00389295 0.0067058 -0.00627309 0.0011601 0.0322602 0.000965725 0.00124309 0.00571342 -0.00393155 internal_weight=14402.9 3642.64 2554.57 1088.07 1077.34 853.221 295.581 1477.23 1360.51 1230.58 141.583 224.119 74.0137 47.3986 26.6151 224.625 600.4 10760.3 10315.5 444.848 419.19 279.456 258.951 881.137 296.205 23.5324 9434.32 9165.32 1407.19 340.31 internal_count=120000 47094 30676 16418 14492 12653 1670 16184 15439 13582 2384 1839 523 356 167 1256 6585 72906 71138 1768 1503 1006 923 10905 2758 233 60233 59132 6563 1669 is_linear=0 shrinkage=0.05 Tree=533 num_leaves=31 num_cat=0 split_feature=452 386 471 331 501 464 340 303 430 465 443 452 392 389 506 498 502 454 494 412 516 503 377 515 414 501 441 412 466 495 split_gain=15.3304 18.3993 17.9408 16.7568 16.5022 16.3214 14.3655 14.1663 21.6337 12.9152 12.5885 11.7812 10.9914 10.5362 15.1403 10.3392 9.90511 8.22509 8.09715 7.7168 7.58518 11.0271 11.1651 9.43283 9.49716 9.13448 7.5264 9.32318 7.82925 7.02005 threshold=-0.63166341185569752 -0.08342729881405829 0.29880625009536749 -0.36610659956932062 -0.076082088053226457 0.86028349399566661 -0.02516477461904287 -0.44216924905776972 -0.58188545703887928 -0.067094553261995302 0.87874171137809765 -0.14016301929950711 0.13314010202884677 -0.57427272200584401 0.30196300148963934 0.77887928485870372 -0.98771542310714711 -0.20138428360223767 -0.055324288085103028 -0.6840136945247649 -0.34028896689414972 0.14916650205850604 1.0661228299140932 0.035514228045940406 -1.1851193904876707 1.0337280035018923 -0.23292161524295804 -0.5514375865459441 -0.67984512448310841 -0.79435992240905751 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 7 6 -3 17 -1 8 13 -8 15 -10 -13 14 -2 18 -4 29 -9 -15 25 23 -23 -22 -25 -6 27 28 -18 -5 right_child=1 4 16 5 20 -7 9 10 11 -11 -12 12 -14 19 -16 -17 26 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0101129995128094 0.0071688015707454464 0.018281801880080023 0.091641909333190441 0.0030367937548648662 -0.021096495816461308 0.014325803208110305 -0.017848181005709195 0.0050032818701855782 -0.017566928486323494 0.0081434569543948655 -0.0066455241773457768 0.0079567277560016955 -0.016486695338027973 -0.0097586933528948094 0.03711362823232784 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3996 1731 721 4769 1832 2562 14164 5142 777 7738 1083 95 1272 65 2807 1255 1142 7098 internal_value=-0.000679898 0.00116456 0.00307935 -0.00631084 -0.00748923 -0.0125805 0.0010169 0.00471846 0.000669044 -0.00838877 0.00909243 -0.00854964 -0.000247132 0.00630844 0.0154215 0.0111692 -0.00895563 -0.0156664 0.0126704 0.00181855 -0.0106751 -0.00628722 -0.0131165 0.00675724 -0.00311329 -0.0204039 -0.00987119 -0.00402023 -0.0121477 -0.0107699 internal_weight=3687.51 2777.06 2274.44 910.454 502.615 490.981 419.473 2002.22 1040.34 205.961 961.885 394.505 205.735 645.833 212.721 850.06 272.217 440.668 791.599 433.113 447.543 308.902 203.005 105.897 73.4181 138.64 269.901 181.797 120.154 292.553 internal_count=120000 92030 58234 27970 33796 12016 15954 49695 23517 4207 26178 13223 7227 10294 3421 22714 8539 11213 17945 6873 23004 10965 8821 2144 1367 12039 7036 4229 2974 8651 is_linear=0 shrinkage=0.05 Tree=534 num_leaves=31 num_cat=0 split_feature=399 466 483 395 312 139 287 460 61 241 463 422 369 412 321 451 25 371 374 460 121 142 343 398 514 240 222 175 462 160 split_gain=4.77639 8.14552 9.0631 10.3269 11.3194 11.2726 9.76079 12.3741 11.2459 11.1932 10.9527 9.5634 10.053 9.39601 10.4879 9.33601 9.21511 8.58105 9.12824 8.3431 9.54798 7.89939 7.51865 7.45561 7.08912 6.96381 8.05328 7.68196 11.7169 12.7777 threshold=-0.46940010786056513 0.42241990566253668 -0.0071429251693189135 -0.73406693339347828 -0.15260535478591916 -0.22565056383609769 -0.30281008780002588 0.74148282408714306 -0.13387685269117353 -0.76660230755805958 0.12307363003492357 -0.77344927191734303 0.37019363045692449 -1.1288225054740904 0.73117220401763927 0.85450729727745067 0.69495573639869701 -0.88765269517898548 2.1924219131469731 0.30836077034473425 0.47597101330757147 0.45419451594352728 -0.44330754876136774 0.49831944704055792 0.73540532588958751 -0.046218112111091607 -0.34809894859790796 -0.6496937870979308 -0.4709711074829101 -0.22600132972002027 decision_type=2 2 2 2 2 2 2 2 2 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 11 22 8 13 9 24 -11 12 -5 14 -8 -15 -10 18 -9 20 -6 -13 -1 -21 -4 27 -27 28 -2 -30 right_child=25 -3 6 4 19 -7 7 17 16 10 -12 21 -14 15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0022565309955163513 0.0057627955398689874 -0.00715668926355853 0.00093148083526453174 -0.012449119683048779 -0.00050593377375031498 0.0019360648318540272 0.0038941283115381409 0.0024690928526803217 0.006611352241392557 -0.0067138353771033776 -0.042321056885133955 0.0094473226024090785 0.027837461215285988 -0.011407303722774254 -0.054447605970555563 0.0032750974336137315 -0.031494361761320692 0.024912629576839804 -0.074766164286627801 0.014595186068550665 -0.015364422935388172 -0.0045287555931563424 -0.021052857359418111 -0.016938423313388042 0.023796823086632151 0.0004791622179233083 0.014402323233786854 -0.00085976963253067771 -0.0019152219460509504 0.0046887873877167648 leaf_weight=90.619556303878198 1402.1213560256874 499.57524304484832 235.79985615221085 107.74289657664485 809.716458684401 259.72263939505501 220.46253863879247 56.017519786371849 574.10621150421503 436.83337512725848 22.699939740588889 931.25139879778726 17.929168842034414 813.17468728336098 7.8762499387376002 124.26870682352455 16.178347581066191 52.2879037483508 4.0002721846103659 131.32331758723012 124.83252205864119 112.84410898329224 131.08991785947001 21.638633315975312 39.601929527532775 220.92770882904006 197.20466655959899 5158.625011128599 2180.7913717707634 1102.579685040706 leaf_count=513 6468 3312 1305 515 5973 2181 1305 345 3430 2243 244 5316 94 5476 53 730 833 389 21 1017 1188 730 872 189 212 5975 10530 39878 12359 6304 internal_value=8.97588e-05 -0.00105121 -0.000479174 0.00152757 0.00294692 -0.00511617 -0.00259219 -0.00570982 0.000410997 -0.00371261 -0.00849246 0.00636108 -0.00664426 -0.00723945 0.00183686 -0.00945551 0.00555334 0.0101162 -0.00271138 -0.000721122 -0.00249744 0.00793173 -0.0133972 0.0100935 0.00424504 0.000739723 0.0070596 0.000470707 0.00193659 0.000301005 internal_weight=16103.8 5841.59 5342.02 2738.71 2257.28 481.432 2603.31 1278.09 1325.22 734.935 459.533 1169.77 125.672 1165.78 228.339 937.443 590.285 112.306 60.0178 1087.51 934.549 1044.1 221.709 152.962 275.402 10262.2 418.132 9844.12 4685.49 3283.37 internal_count=120000 38486 35174 18588 15022 3566 16586 8319 8267 4004 2487 6655 609 7564 1358 6206 4263 755 366 8367 7161 6046 1385 1206 1517 81514 16505 65009 25131 18663 is_linear=0 shrinkage=0.05 Tree=535 num_leaves=31 num_cat=0 split_feature=505 512 329 490 407 362 329 70 467 520 504 501 452 465 400 434 438 434 510 499 497 455 508 492 420 305 177 383 70 460 split_gain=5.57478 9.06319 11.2431 10.2685 16.1171 11.9673 15.5057 9.75966 8.94112 6.55646 14.1291 12.597 12.5421 13.7553 10.7824 10.5573 10.4454 12.4738 9.52474 13.8262 13.1475 12.4987 12.1433 13.4499 13.1981 16.061 11.8623 11.8119 10.9307 10.8063 threshold=-0.84064537286758412 0.093509543687105193 0.52582296729087841 0.3457826972007752 -0.51504081487655629 0.59622332453727733 -0.63697409629821766 1.4745298624038699 1.5840345025062563 0.16403650492429736 -0.55611959099769581 0.1930985823273659 -0.14769505709409711 0.2300577908754349 1.0404293537139895 -0.3005612045526504 2.7866257429122929 5.1682968139648446 -0.33879895508289332 0.39533230662345892 0.32972051203250891 2.6137230396270756 -0.25699196755886072 0.24405807256698611 1.6338371038436892 0.27889759838581091 -0.29352128505706782 -0.0056975560728460542 1.8107516765594485 -0.1284353286027908 decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 6 -5 8 -1 18 -11 12 13 -12 16 -15 17 -13 19 21 -21 -2 24 26 29 -26 27 -24 -27 -20 right_child=9 3 -4 4 -6 -7 -8 -9 -10 10 11 14 -14 15 -16 -17 -18 -19 22 20 -22 -23 23 -25 25 28 -28 -29 -30 -31 leaf_value=0.0047386916236888971 -0.025545923340756067 -0.01444175049322282 -0.026731288853771136 0.1124445456759585 -0.0068153026990121039 0.15651026857085801 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46.161051579314517 119.59610816417262 86.103573140921071 356.49777528517006 48.02579707588302 5.1044225641526273 1439.597943971894 leaf_count=13233 310 2048 6354 22 222 19 34 54 21 2118 1089 16958 1847 274 1386 302 615 31 17635 13237 265 31 24852 341 733 436 4866 529 24 10114 internal_value=7.11589e-05 -0.00587801 0.00618559 -0.0107726 0.0148402 0.0689495 0.0324514 0.013929 0.0077763 0.000234217 0.00234485 0.00279106 -0.00797896 0.000745612 0.0038112 0.0209501 0.00475001 0.00533255 -0.00031964 0.00192219 0.00242546 -0.0188164 -0.00127681 -0.0033944 0.000565206 -0.0116192 -0.00304602 -0.00208507 -0.0274113 0.0012173 internal_weight=14395.9 383.134 110.28 272.854 33.9812 9.71629 6.9948 89.4474 78.8839 14012.8 2914.6 2867.89 247.66 154.285 2620.23 54.5172 2413.99 2340.99 11098.2 3319.08 3240.77 78.3159 7779.12 3620.08 4159.04 210.804 3573.92 3217.42 91.208 3948.24 internal_count=120000 22007 19662 2345 297 75 56 13308 13254 97993 24620 22502 3512 1665 18990 576 17604 16989 73373 13843 13502 341 59530 30588 28942 1193 30247 25381 460 27749 is_linear=0 shrinkage=0.05 Tree=536 num_leaves=31 num_cat=0 split_feature=422 284 352 510 453 293 475 517 512 447 430 479 459 505 366 457 303 460 506 503 333 483 144 520 494 270 453 458 517 456 split_gain=15.0393 17.1358 18.3083 16.0577 15.9982 15.6826 14.2076 13.2006 10.5013 9.79489 9.48741 9.00709 13.3439 8.7724 8.56076 8.35936 8.30395 8.3012 8.21571 9.15686 12.0226 10.3858 8.20714 7.90506 9.113 7.84614 7.40486 8.26042 7.32093 7.24813 threshold=1.6557496190071108 -0.78101533651351918 -0.15373278409242627 0.099707551300525679 -0.48703365027904505 -0.51104852557182301 -0.15726778656244275 1.3398505449295046 0.34792540967464453 -0.46880078315734858 -0.40008953213691706 -0.037546187639236443 -0.13644549995660779 -0.55121392011642445 -0.20055967569351194 -0.76109558343887318 0.28912855684757238 0.13893414288759234 0.30196300148963934 0.12073223665356637 1.1185193657875063 -0.0071429251693189135 -0.87692493200302113 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0.077777039971089409 -0.0078548874430273662 0.057247282377435517 0.0025386105724307644 0.0044450260320099116 leaf_weight=417.51921733065683 237.03554609362618 354.66924189939164 19.437402503564957 5.7701894631609312 92.256947440662771 111.57154222941608 62.426186916374718 212.59364459419157 122.18543159367982 132.48256070516072 38.372651950805448 137.73682251799619 88.027715438816813 115.10891015426023 103.49762536445633 273.02680355278426 59.286256574880099 208.75886193937913 20.923011707549449 91.766723192937206 15.83832233736757 28.060345770500135 291.71978697599843 44.094414518389385 89.138855893717846 3.8035136600956312 132.0798112959601 9.7413532896898669 41.824378526885994 114.82297889982874 leaf_count=16876 3562 6901 411 130 2737 3997 5131 1807 2255 1621 591 4607 12117 5541 2035 12189 1153 5191 360 3206 686 273 9076 1011 2141 68 2364 136 487 11340 internal_value=-0.000673312 -0.00184693 -0.000157618 0.00804922 0.00302628 -0.00554769 0.00049504 0.00780169 -0.00551807 0.0153617 0.00269422 -0.00196817 0.00651888 -0.00768909 -0.0117282 -0.0120869 0.00145192 -0.00520975 -0.00968197 5.33943e-05 0.0144588 0.0267398 -0.000832 0.022066 0.0194972 0.00715472 -0.00278981 0.0199154 -0.0168304 0.0119611 internal_weight=3675.58 3240.25 2666.14 435.325 1675.53 990.614 514.504 857.031 337.255 345.076 511.954 818.5 225.765 153.482 225.683 476.11 296.322 592.736 574.108 156.588 64.8217 48.9834 383.977 139.003 133.233 358.473 161.259 29.1788 314.851 177.249 internal_count=120000 112003 90602 7997 50257 40345 24758 16529 8287 3428 13101 33728 16724 6132 4290 15587 4715 17004 21401 4525 1319 633 11813 3282 3152 6969 2911 547 12676 16471 is_linear=0 shrinkage=0.05 Tree=537 num_leaves=31 num_cat=0 split_feature=514 453 505 495 476 493 286 424 448 37 501 37 421 507 465 387 369 448 522 450 307 513 13 314 286 434 364 409 497 437 split_gain=4.72239 4.71154 14.1643 13.0285 12.8318 12.1862 11.4342 11.0048 10.3129 10.2177 10.0995 9.95622 9.90274 9.23954 9.0623 8.88509 8.77988 8.5498 8.53354 8.6284 8.51453 8.32575 10.2386 8.74804 12.6174 8.24682 8.06329 7.95627 7.78637 7.69717 threshold=3.0310194492340092 -0.65482380986213673 0.12257454544305803 -0.67650207877159108 -0.51512986421585072 -0.15250560641288755 1.1774512529373171 -0.29880052804946894 -0.60963061451911915 -0.66477671265602101 0.36312986910343176 1.4976287484169009 0.3496652245521546 0.85766330361366283 1.0933613181114199 2.971466183662415 -0.56828573346137989 0.096632208675146117 0.76745373010635387 -0.87185966968536366 -0.010192728135734795 0.6596612036228181 1.6649456024169924 0.66414508223533641 -0.64166834950447071 -0.57242226600646962 0.96545392274856578 -0.38109198212623591 0.57012516260147106 -0.25280661880969996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 6 18 7 9 -8 -4 11 -1 14 20 -7 28 -10 -14 19 -6 -12 -3 23 24 -23 -17 -24 -9 29 -5 right_child=-2 21 4 15 5 12 8 27 16 -11 13 -13 17 -15 -16 25 -18 -19 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0040668655792767744 -0.038209993354530312 -0.00023163168357920322 0.020194691215106791 0.0020284334665961641 -0.011239495162871782 -0.0034155910929295347 0.0036610208843413528 -0.018642268659060098 0.0038357456701293663 0.0017516337862423068 -0.015912632338103146 0.03282834896826084 -0.01790787411797359 0.007786091376222719 0.029449502693726311 -0.049871774014471126 0.030851936342440208 0.016407599321085358 -0.01467383317990553 0.0091907781030950066 0.017476016366445846 0.012901363473348651 0.016970490897189952 -0.015722794623981431 0.0014628876594361656 0.0010838507102955135 -0.018297175811141868 0.0025483031827566458 -0.017176139222221977 -0.0065726760978680899 leaf_weight=446.4412976927124 7.9443193401675662 8110.456439937283 113.23999921558425 1305.0462787018041 59.584348410367966 260.57166406640317 110.07029712107033 83.509163432754576 41.419057264924049 224.69761636349722 484.35921246011276 18.945817251689732 203.63518874712463 50.37925723940134 22.702530575508717 17.536870698444549 114.46359769429546 19.697613724565599 53.805372044909745 377.41267441539094 19.656526457518339 262.86038332036696 179.04425061828806 67.785869313869625 2925.6146291150362 14.092893108725546 17.603439563536085 93.414995321858441 66.126134559279308 324.69034673512215 leaf_count=2056 285 73754 494 6004 230 1316 468 367 182 969 2398 87 1123 214 111 64 483 111 237 1626 88 2064 1102 466 21276 64 99 481 419 1362 internal_value=8.81891e-05 0.000107648 -0.00125968 -0.00351082 0.00221542 -0.00153847 0.00701661 0.00265509 0.0154372 0.00795068 -0.00799259 -0.0025474 -0.00698127 -0.0125533 -0.000754566 -0.000861921 0.0237127 -0.0148529 0.00406968 0.00639175 -0.0145974 0.000643212 0.00269951 0.00202839 0.00240783 -0.0270786 0.0137803 -0.0074304 -0.000368433 0.000311479 internal_weight=16096.8 16088.9 4525.5 2747.27 1778.22 997.409 780.815 514.862 265.953 337.938 1019.78 465.387 506.607 554.395 283.274 1727.49 155.883 223.333 490.802 436.997 504.016 11563.4 3452.91 3256.26 3188.48 31.6298 196.648 176.924 1695.86 1629.74 internal_count=120000 119715 20954 12756 8198 4754 3444 2311 1133 1463 4843 2143 2661 2700 1427 7913 665 1234 2093 1856 2486 98761 25007 23806 23340 128 1201 848 7785 7366 is_linear=0 shrinkage=0.05 Tree=538 num_leaves=31 num_cat=0 split_feature=508 515 512 516 274 515 501 504 503 259 420 108 110 456 472 39 452 486 153 516 50 522 87 470 489 468 453 472 497 486 split_gain=5.45222 5.59171 7.51965 5.9414 15.7543 12.2826 12.5119 12.9365 10.8688 10.0003 9.97515 9.86413 8.85683 8.64225 8.49208 9.17358 8.57791 8.3699 8.83949 8.3482 10.918 9.74006 7.86496 7.10814 7.05468 7.69624 7.03378 7.0238 6.77187 6.76926 threshold=2.9161006212234502 1.3402309417724612 0.69230777025222789 0.12433848530054094 0.74097737669944774 0.56328448653221141 0.66841390728950512 0.18508479744195941 0.10902075469493867 -0.49895215034484858 1.8308646678924563 -0.010444486513733862 2.715671300888062 -0.5160817801952361 0.81760710477828991 1.705845892429352 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179 68 54 406 1743 internal_value=7.03929e-05 9.77106e-05 0.00724525 -3.79369e-05 -0.00312616 0.000302544 0.00631493 0.0108894 0.00732474 0.00406545 -9.88773e-05 -0.00522832 -0.00581271 -0.00151513 -0.00521524 0.00693635 -0.00680729 -0.00226004 -0.0083645 0.000308793 -0.00262277 0.000954146 -0.0393722 0.0101278 0.0101511 0.000295526 -0.0525571 -0.0262914 0.020046 0.0169491 internal_weight=14392 14381.1 268.433 14112.6 1402.81 12709.8 796.159 519.55 286.452 298.088 11913.7 877.961 1116.36 589.968 1097.09 126.683 970.405 276.609 185.591 11035.7 1989.63 9046.09 19.2671 91.0188 264.437 108.285 16.4989 22.015 221.461 156.151 internal_count=120000 116717 5265 111452 12990 98462 4438 2595 2682 1402 94024 4935 10308 3034 10138 1394 8744 1843 1253 89089 14013 75076 170 590 2530 700 150 152 1193 1830 is_linear=0 shrinkage=0.05 Tree=539 num_leaves=31 num_cat=0 split_feature=391 412 398 279 505 517 460 392 494 273 477 501 504 397 506 447 230 422 506 457 335 428 494 194 505 516 423 487 316 511 split_gain=14.7835 16.8103 17.7362 17.0257 14.2039 16.9666 13.8157 13.4622 12.963 13.2399 11.1395 10.8276 10.2754 10.2442 10.1977 10.0032 9.83234 9.80401 9.10144 8.86528 8.81359 12.3004 9.0823 8.74694 8.52461 11.8237 8.29826 8.43926 8.27585 7.74397 threshold=-0.35629971325397486 -0.70274966955184925 -0.37741625308990473 0.87311306595802318 -0.73250573873519886 -0.051655847579240792 0.1826552897691727 -0.92975586652755726 -0.1021890491247177 -0.73305708169937123 0.11450843140482904 1.0718271136283877 0.52421543002128612 -0.12359238415956496 -0.099187485873699174 -0.48595996201038355 -0.20846196264028546 3.6822930574417119 0.069182351231575026 -0.25517690181732172 -0.83620905876159657 -0.96387720108032215 -0.24995831400156018 -0.25449964404106135 0.14932432770729068 -0.18873067945241925 -0.44271960854530329 0.85906127095222484 -0.46987965703010554 -0.29598963260650629 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 14 -2 11 12 29 -7 -10 -9 16 20 -11 -1 -4 -6 -17 -14 -20 21 -3 -22 -5 25 -18 27 -16 -15 -8 right_child=4 2 15 23 5 8 7 10 9 13 -12 -13 18 28 26 17 24 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.014775372326033202 0.015965935365509467 0.02162273309974614 -0.012179789561897872 0.023995513853428581 -0.023196913021028682 -0.012490800540429271 -0.0024003689867139522 -0.015706168087885605 -0.011513452784194009 -0.0060830796836721553 0.0080810794052237969 0.18547651752833794 -0.027881923094188844 -0.0021810053528916146 0.024794675080116735 0.00088809454811811261 -0.014576590153700414 0.084456324857439577 0.011527299128036482 -0.01981246630777856 0.0050330083840010656 -0.0034592982046592934 0.019494620736768609 -0.0087415804408843226 -0.020530178790084869 0.022795352952782361 -0.0063656002311667462 -0.021713335803308552 0.016181699504303058 0.032115392874920469 leaf_weight=308.25724592329061 74.548140153114218 70.248112172121182 204.22102543227084 66.912728191760834 203.98100154011627 231.30732291565801 27.626397437765263 152.20675411511911 144.60130596347153 123.81187652792141 72.33028100989759 0.56399624043842678 27.100628069601953 85.031317784014391 47.165084050968289 343.19696641794872 42.046831772313453 3.4484847876010454 94.646993804286467 29.451336136175087 146.81267630454386 159.39113197670667 429.01938024157425 29.003819043413387 59.69341299032385 42.297213999321684 179.23387880140217 12.095957267330958 215.96097435719275 38.457784762780648 leaf_count=5716 18306 607 10475 1693 20390 4512 276 1692 3275 3268 1044 55 298 3029 477 11772 2087 41 857 624 2193 2471 6962 1007 4103 762 2424 253 8816 515 internal_value=-0.000665164 0.001582 0.00406421 -0.0053549 -0.00515074 -0.00652607 0.00736538 -0.00216735 -0.00250955 0.0015378 -0.00802112 -0.0157345 0.0102664 0.00599381 -0.00876938 -0.00340132 -0.0161282 0.00175798 -0.00166368 0.00403944 0.012512 0.00419776 0.0158177 0.0140454 -0.00607383 0.00411044 -0.000982671 0.015197 0.0109786 0.0176288 internal_weight=3664.67 2440.83 1798.16 642.669 1223.84 1149.3 1247.29 290.621 800.713 569.405 224.537 348.582 956.67 424.804 546.752 550.866 348.018 346.645 151.199 124.098 805.471 229.639 575.832 95.9165 144.037 84.344 238.495 59.261 300.992 66.0842 internal_count=120000 51397 39827 11570 68603 50297 17539 3527 22900 18388 2736 27397 14012 15113 8870 22288 27342 11813 1779 1481 12233 3078 9155 2700 6952 2849 3154 730 11845 791 is_linear=0 shrinkage=0.05 Tree=540 num_leaves=31 num_cat=0 split_feature=468 503 439 425 494 393 291 429 312 327 400 203 366 365 498 410 316 175 375 513 496 506 515 392 431 387 501 472 496 407 split_gain=4.73494 15.9239 12.8323 11.063 10.4785 9.47539 10.5553 9.53019 9.44399 10.6432 9.34818 8.86983 10.0578 8.93685 8.72583 15.4813 11.1272 10.8939 9.48513 9.00362 9.20431 8.62745 8.99723 8.64445 8.61467 10.2417 8.59829 11.4485 11.844 10.704 threshold=-0.43838235735893244 0.65871554613113414 2.3843697309494023 -0.78462770581245411 -0.24259454756975171 0.39419192075729376 -0.62953060865402211 -0.97181427478790272 -0.42115315794944758 1.2866329550743105 0.52583017945289623 0.22647021710872653 0.88344627618789684 -0.089481581002473817 -0.49870899319648737 -0.94832527637481678 4.2265620231628427 2.6999640464782719 0.52843153476715099 -0.22150322049856183 0.2637155950069428 0.44516572356224066 0.028905099257826809 -0.98064708709716786 2.3672595024108891 -0.22089740633964536 0.51345860958099376 -0.25119169056415552 -0.010269849095493553 0.70361337065696727 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 21 26 24 5 6 -5 10 9 -9 -7 12 -8 -13 15 -6 18 19 -17 20 -16 -1 23 -23 25 -2 29 28 -28 -3 right_child=3 2 -4 4 14 7 11 8 -10 -11 -12 13 -14 -15 17 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0011702883248964453 -0.0017802117620550175 0.00036386830401761094 -0.021307958335720027 0.0011783008668296592 0.010765270239574486 0.024083909285616031 0.0074153400418425748 -0.015036662737159232 0.000627192217352687 0.072597681149511026 -0.010719814673808845 0.0036584497194326773 -0.016395467226781084 0.020537390594526639 0.0012456981503315416 -0.0056775639596192383 -0.034787090213461491 -0.012959468776242293 0.0085931997132207751 0.0021494886168111132 -0.015014346936415082 0.013392383282535603 -0.0018051235711888357 -0.01938208692917703 0.0086280255625991228 -0.0084020814217911962 0.016244033113171991 0.027405163212443517 -0.0061064714643329857 0.032198057795702013 leaf_weight=4152.114851710212 1933.4744241243679 279.65883965561807 35.020914965309203 726.88107946972013 169.5481519898749 61.676695468748221 380.03807146624604 184.59299428833765 332.18461086699972 3.4152238294482222 27.755780518171377 115.23525318269094 50.007843502709875 251.03981646923057 185.93931975361193 1439.3324400957208 30.932433106616372 139.72245297195332 126.3328840626782 3052.9792965117522 162.65275242447387 23.142600523889996 676.1972328730335 143.33940502910991 146.87675357185071 838.27906779279874 177.24818795593455 120.51300538307987 88.568482734612189 29.100037005468039 leaf_count=22446 10576 2120 351 4181 1375 613 2692 6424 10434 16 146 669 329 1485 5490 14655 123 986 1137 18809 911 109 3850 795 796 4284 1713 1381 770 334 internal_value=8.81981e-05 0.00124245 0.00813937 -0.000549231 0.000473592 0.00343391 0.00554297 -0.00182762 -0.00442744 -0.0133804 0.0132267 0.00952011 0.00463171 0.0152431 -0.000715128 -0.00358627 -0.00511401 0.000715441 -0.00452239 0.00127898 -0.00632902 0.00023316 -0.00437799 -0.0147908 -0.00315828 -0.00378494 0.00963307 0.0146076 0.00877868 0.00338983 internal_weight=16083.8 5724.9 730.109 10358.9 7440.27 2132.83 1523.2 609.625 520.193 188.008 89.4325 796.321 430.046 366.275 5307.44 1766.15 1596.6 3541.29 1565.67 3401.57 348.592 4994.79 842.679 166.482 2918.63 2771.75 695.089 386.33 265.817 308.759 internal_count=120000 33869 6669 86131 70475 26989 9356 17633 16874 6440 759 5175 3021 2154 43486 17290 15915 26196 15792 25210 6401 27200 4754 904 15656 14860 6318 3864 2483 2454 is_linear=0 shrinkage=0.05 Tree=541 num_leaves=31 num_cat=0 split_feature=452 504 111 3 515 425 316 25 251 466 378 436 10 401 371 377 299 71 330 264 153 329 472 257 428 422 340 446 436 414 split_gain=5.49435 9.07461 8.10513 9.89644 9.58481 8.30441 12.3887 10.5828 9.50126 8.36369 7.9317 7.81 7.7616 7.41143 8.70575 9.44629 7.33229 7.19002 7.25464 6.9517 10.7544 10.7084 10.3921 10.1191 9.03864 13.4556 9.02721 9.00763 8.94422 9.92095 threshold=0.95673474669456493 -0.63742512464523304 -0.37101149559020991 -0.11543160676956175 -0.45325438678264612 -1.0380883216857908 2.4677044153213505 0.026684574782848362 -0.12151208147406577 -0.092052239924669252 0.23349165171384814 2.0957946777343754 -0.12751079350709912 2.0677095651626591 1.0395817756652834 -0.37651854753494257 -0.1817296966910362 -0.16414798051118848 0.0089698862284421938 0.17606604844331744 -0.24774724990129468 -0.012766173109412192 0.49155387282371527 1.0000000180025095e-35 -0.11886624619364737 -0.56180202960968006 0.33834178745746618 -0.69128578901290882 0.16852989047765735 -0.67362266778945912 decision_type=2 2 2 2 2 2 2 2 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 -2 3 -3 10 7 11 8 -6 -9 16 -7 -8 19 -15 -16 -4 18 -5 21 27 28 24 -22 25 -23 -25 -21 -1 -30 right_child=1 2 4 17 5 6 12 9 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 20 23 22 -24 26 -26 -27 -28 -29 29 -31 leaf_value=-0.00079202322892827064 -0.026094375637098179 -0.0033063659236496367 0.01688335277056879 0.0072205767843775389 0.0027411046480626381 -0.016612948036668754 -0.0055614797680138273 0.052488609960512404 -0.020567962699386565 -0.011946147829003471 -0.012914987354004022 0.0048485048190504898 0.022864457746009384 -0.025254817660758513 -0.026462385082090707 0.017630556614460887 -0.0024592199174448665 0.026308306753229361 -0.031358355418283239 -0.011434478335365615 -0.017124159838777225 0.0047606873825652291 0.01077656353432855 -0.0055001961440952745 0.0057564220571198529 -0.0032278423149364821 0.033310045039108747 0.00406347444526956 -0.0042908659217736353 0.0072497574821602908 leaf_weight=6965.2136862765619 39.819765494205058 378.68733250466175 111.80383129775873 264.50192229448294 172.71035694307648 405.73332413430035 65.401253901552991 15.897237121593209 58.325199820334092 7.1382311119814394 55.535133927041898 46.902183459256776 37.672432142600883 60.384843203384662 18.415220750757726 35.113921206830128 86.402012941864086 48.651738808810478 12.63615688223217 122.01115159376059 217.03943003268796 935.26543021992984 393.80899674376269 67.421633131350973 1148.6507660388233 1207.4229749388614 19.123325375723653 403.31831896213407 249.24384955782443 730.72980374633335 leaf_count=47802 4211 2331 567 1517 684 2645 287 88 276 46 341 239 157 1197 993 7052 366 255 101 855 5484 6405 3817 4531 9065 9012 154 3674 1146 4702 internal_value=6.74354e-05 -0.00250946 -0.00197399 0.00218054 -0.0047306 -0.00738952 -0.0108128 7.95044e-05 -0.00312802 0.0323401 0.00373485 -0.0143775 0.00479155 0.000438366 -0.0122498 0.00234731 0.00842932 0.00857274 0.00543285 0.000554871 -0.0038677 0.000870536 0.00309829 -0.0113584 0.00217777 0.00025681 0.00304631 0.000452968 -0.00016214 0.00430931 internal_weight=14381 1807.82 1768 704.477 1063.52 809.78 555.709 254.071 231.036 23.0355 253.741 452.636 103.074 12573.2 113.914 53.5291 198.206 325.79 277.138 12459.2 828.914 11630.3 3685.15 303.584 3291.34 2142.69 86.545 525.329 7945.19 979.974 internal_count=120000 14111 9900 4204 5696 4422 3328 1094 960 134 1274 2884 444 105889 9242 8045 933 1873 1618 96647 14698 81949 28299 10169 24482 15417 4685 4529 53650 5848 is_linear=0 shrinkage=0.05 Tree=542 num_leaves=31 num_cat=0 split_feature=516 515 490 513 516 515 516 495 292 486 450 510 517 503 503 506 501 504 503 392 356 0 430 408 462 370 451 513 516 286 split_gain=14.6766 20.1165 20.5844 19.5912 18.4878 18.2636 34.9428 18.6631 16.0449 14.3604 14.3368 13.7891 16.3378 12.3431 12.3049 13.2131 13.7269 13.6886 11.4885 11.1666 11.0148 14.8602 10.7068 10.5233 10.0793 9.7765 9.66945 9.57147 10.7771 9.82256 threshold=-0.16553859412670133 0.2059302628040314 -0.42448365688323969 0.514366775751114 0.02797032613307238 -0.14715381711721418 -0.33812259137630457 -0.62295550107955922 -0.56287482380866993 -0.76246476173400868 -0.4605503231287002 0.74978411197662365 -0.051655847579240792 -0.51148492097854603 0.25918355584144598 0.30196300148963934 0.73611697554588329 0.017259511165320877 0.10902075469493867 -0.8756413161754607 2.0720318555831914 -0.07506252825260161 0.069270901381969466 -1.1433534622192381 -0.41879804432392115 0.0092941559851169604 -0.23378290235996244 0.10295076668262483 -0.22940936684608457 0.28043393790721899 decision_type=2 2 2 2 2 2 2 2 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 22 18 6 8 -8 13 20 23 14 -13 26 15 17 -17 -6 -3 -7 -10 -22 -4 -5 -11 -16 -1 28 -21 -30 right_child=1 4 3 10 11 19 7 -9 9 24 -12 12 -14 -15 25 16 -18 -19 -20 27 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.008213697347588365 0.030230638639524368 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42.260331792786019 1.0129564004892015 0.44942424545297299 33.947312580203288 119.75822735238762 154.77427493987489 163.24930683590355 17.067080847220495 449.77253816949087 5.3888735264772576 15.774765815003773 leaf_count=494 1987 3167 1720 80 275 3491 1429 3831 7927 4901 1184 2645 7802 13604 4937 1685 592 1487 7926 2003 50 24 2828 1556 23854 3317 287 14498 170 249 internal_value=-0.000655415 0.00204985 0.0117228 0.00520917 -0.000409328 -0.00436833 0.000380047 0.0163482 -0.00587504 0.000995897 -0.00581155 0.00311918 0.0111934 -0.0151569 -0.000563241 0.00552433 0.0140893 -0.00396845 -0.0081858 -0.0106053 -0.015741 0.115563 0.0191951 -0.0149277 0.00695063 -0.0069198 0.00626942 -0.0141384 0.00397651 0.0330731 internal_weight=3651.57 2111.68 428.373 317.153 1683.31 1539.89 873.877 246.146 627.731 360.454 177.213 1157.51 362.919 267.278 794.595 405.49 213.414 192.076 525.794 666.017 94.3267 1.46238 139.94 125.748 266.127 389.105 53.3856 513.197 63.424 21.1636 internal_count=120000 43188 9355 7368 33833 76812 56401 5260 51141 36756 2820 22740 10447 14385 12293 4039 2277 1762 11093 20411 8001 74 4548 1636 28755 8254 781 16920 2422 419 is_linear=0 shrinkage=0.05 Tree=543 num_leaves=31 num_cat=0 split_feature=437 240 230 338 495 467 466 505 115 481 420 500 481 191 478 85 253 227 423 477 264 457 506 521 343 154 181 171 459 422 split_gain=4.65108 8.64693 7.85235 7.83734 9.4588 12.067 11.2428 9.1917 10.3437 8.90948 9.53957 8.86721 15.2295 17.9434 9.03677 8.7175 8.50131 11.482 8.15455 8.81567 10.2297 8.09282 8.76767 7.84633 9.23151 7.48958 7.3929 7.38747 7.43392 7.08356 threshold=-0.60239678621292103 -0.048225194215774529 1.2272810339927676 1.3572165966033938 -0.81789985299110401 -0.35009698569774622 -0.78710108995437611 0.79804170131683361 1.0130705237388613 -0.5330786108970641 -0.17019066959619519 -1.3591064214706419 -0.45088112354278559 -0.052635520696640008 -0.43523761630058283 -0.091253470629453645 3.6957074403762822 0.35902774333953863 -0.6169774830341338 0.47849364578723913 -0.42219367623329157 -0.44201110303401941 0.84364050626754772 1.8367112278938296 1.365813732147217 2.1784125566482548 2.2653081417083745 3.6945683956146245 -0.039546921849250787 2.3443921804428105 decision_type=2 2 2 2 2 2 2 2 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 29 4 6 7 27 9 -9 10 -6 12 14 -14 -7 16 17 -8 19 20 21 -5 -23 26 -25 -11 -13 28 -1 -2 right_child=1 -3 -4 18 5 11 15 8 -10 25 -12 23 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0088089403087723596 -0.00092217470073036642 0.0061338496878490505 0.0051363801422396023 0.010543105537043899 -0.00099929641984944514 -0.019979672366349621 -0.0093289648668835358 -0.01216446733720397 0.024971633421342392 0.010452166913632478 0.0096202760251827349 0.00073542172369659331 0.030141054785380664 0.14938089870167037 0.019268877045117302 -0.053939500179061406 -0.051136084893171209 0.0040083125610687973 -0.0081475911940624823 -0.013719660929028418 -0.0076105019716353264 0.03134659647339641 0.1042281666390595 -0.017345532329189263 0.035443343887917332 -0.013119861367077193 -0.018962128352034438 -0.047145926053888759 -0.040196602667859883 -0.0097843001868308382 leaf_weight=264.88705507013947 9564.125427611456 468.23972216219408 526.17399043246405 43.383333558565937 575.73091603309149 25.925981414504349 437.54504688363522 123.21378403068229 21.952142611553427 1012.0284418225638 333.4896262451075 1387.4228005624609 20.404965774621818 3.700664763338863 33.429923208197579 9.1747068110853416 9.799026031047104 254.93143488327041 395.54993013557396 42.848427168792114 38.711894532869337 22.619804615154866 5.1278669834136954 109.34357409662334 8.8112939342681766 34.590386808849871 49.22739643836394 6.2394653484225264 7.8413098827004424 230.98117227017065 leaf_count=1343 66732 19899 3846 178 2686 145 2069 715 114 5427 1519 7464 136 38 181 40 50 1332 2552 188 247 133 42 858 50 191 323 32 33 1437 internal_value=8.49015e-05 -0.000509748 -0.000811685 0.00130146 0.00195819 0.00310952 -0.00238344 0.00561763 -0.00650096 0.00651994 0.00289095 -0.000104108 0.0157594 0.0491947 0.00203669 -0.00572272 -0.00507809 -0.00441183 -0.00435437 0.00543822 0.0129626 0.0242244 0.0453208 -0.000959833 -0.0133399 0.00966716 5.57244e-05 0.00611379 0.00736742 -0.00113176 internal_weight=16067.5 10789.5 10321.3 5277.93 4729.69 3739.27 990.418 2101.01 145.166 1955.84 909.221 1638.27 83.4615 24.1056 59.3559 711.45 702.276 692.476 548.241 152.691 109.843 71.131 27.7477 1554.81 118.155 1046.62 1436.65 278.968 272.728 9795.11 internal_count=120000 91914 72015 28086 24746 19847 4899 10652 829 9823 4205 9195 500 174 326 3491 3451 3401 3340 788 600 353 175 8695 908 5618 7787 1408 1376 68169 is_linear=0 shrinkage=0.05 Tree=544 num_leaves=31 num_cat=0 split_feature=452 497 505 502 517 86 385 474 248 517 520 420 392 188 277 212 284 312 462 424 395 23 398 335 385 267 463 427 459 412 split_gain=5.41033 10.164 17.6153 18.6355 15.1185 14.7043 14.4425 12.4525 12.653 11.634 12.9362 11.3887 12.009 11.1994 10.8616 10.8454 10.7427 10.7001 10.941 10.4929 10.1059 11.994 11.0563 10.4428 10.1981 9.89844 12.6448 17.6071 11.9038 13.6523 threshold=-0.080818116664886461 -0.24795303493738172 -0.88868007063865651 0.97088444232940685 0.66716027259826671 -0.13717146962881085 -0.78584194183349598 -0.54436317086219776 -0.2939902395009994 -0.36815892159938807 0.1050722897052765 0.49799968302249914 -0.74386870861053456 -0.64733034372329701 0.8522213101387025 1.0642017722129824 -0.35365535318851465 0.19896337389945987 -0.40581399202346796 -0.57605129480361927 -0.070262193679809556 -0.31039296090602869 0.29964242875576025 -0.55839428305625904 2.4420427083969121 1.2237197160720827 -0.086927093565464006 -0.54534050822257985 -0.21183226257562635 -1.1545451283454893 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 9 5 7 -6 11 -9 10 14 12 -3 -7 -4 -13 19 18 -5 -11 -2 22 24 -24 -22 28 -27 -28 -8 -30 right_child=20 4 3 17 6 13 25 8 -10 16 -12 15 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335.8442903245741 1041.9511570581381 157.16291049039864 224.51975855819182 101.69262156370678 144.44328802457312 77.5658350232261 111.58526237636397 254.28609725522983 868.9269480090079 1117.0943988576182 51.362546906806529 286.69980649637 18.821963081427384 37.045797477883752 3.1378830652683973 3.9576333002187303 40.942056642146781 277.57214168716746 leaf_count=17499 28311 2181 3508 1140 4665 262 7649 9204 3242 1578 368 1638 6058 880 960 520 1446 635 895 1982 7543 10745 568 2589 161 302 25 42 401 3003 internal_value=6.89332e-05 0.00095465 0.00380575 0.00452918 -0.000181266 -0.00163478 0.00445936 -0.00100157 0.00144727 0.00697416 0.0100176 -0.00411582 -0.00185279 -0.0152633 0.00863621 -0.0111334 0.00134907 -0.00421833 -0.000889396 0.00513646 -0.000993774 -0.00362346 -0.000204023 0.00748533 -0.00313834 0.00763414 0.0307734 0.0916407 0.00652639 0.0143642 internal_weight=14370 7840.21 2234.89 2177.44 5605.32 4269.26 1336.06 4080.16 2283.23 1702.24 1103.98 1796.93 1359.39 189.101 1037.25 437.537 598.266 475.193 397.628 453.823 6529.74 2342.91 1225.81 338.062 887.749 973.377 44.1413 7.09552 929.235 318.514 internal_count=120000 70083 30011 12512 40072 23985 16087 22843 12446 9842 4836 10397 8239 1142 4468 2158 5006 2670 2035 3560 49917 21606 10861 3157 7704 11422 369 67 11053 3404 is_linear=0 shrinkage=0.05 Tree=545 num_leaves=31 num_cat=0 split_feature=516 503 515 516 392 512 506 464 515 515 507 506 441 398 511 409 444 340 503 501 156 457 506 377 493 385 450 403 429 516 split_gain=14.3391 18.1622 17.6205 18.4691 17.0144 20.1141 22.4541 16.1443 12.722 12.4251 13.8006 14.0054 13.3283 11.7855 10.9849 10.6436 7.82607 7.3632 6.97866 6.83914 6.83183 7.02359 8.67131 6.58296 6.40438 6.36131 6.21875 5.989 5.97555 7.00026 threshold=0.29773791134357458 0.54979372024536144 0.60502028465271007 -0.06383719295263289 -0.81241735816001881 0.38336907327175146 -0.26115511357784266 0.77993145585060131 0.69877406954765331 0.18963803350925448 0.16714438050985339 -0.049955883994698518 0.18133543431758883 0.0542239397764206 1.2847706079483034 -0.55824160575866688 -0.62155604362487782 0.0091933454386889952 0.34921188652515417 0.33961386978626257 5.2524807453155526 -0.50331661105155934 0.13703766465187076 1.5404016375541689 -0.1634518280625343 0.66186073422431957 -1.04848176240921 -0.20668920874595639 -0.24369069188833234 0.41009381413459783 decision_type=2 2 2 2 2 2 2 2 2 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 13 6 -6 -7 18 -5 12 -12 -11 15 25 -1 26 -15 -2 24 21 22 -4 -24 -18 -3 -10 -21 -28 -30 right_child=8 14 20 9 5 7 -8 -9 16 10 11 -13 -14 17 -16 -17 19 -19 -20 27 -22 -23 23 -25 -26 -27 28 -29 29 -31 leaf_value=-0.0018038276126053688 0.046478214190839813 -0.017164739264387937 -0.017078240138426539 0.024926126128464079 -0.0030966266613592745 -0.013148551710087497 0.020804072635435353 0.0057600474795518643 -0.018785066844903463 0.020758974987699561 -0.018532745558776594 0.004715410940186935 -0.010803499807661866 0.0050718592876718913 0.014177913242730456 0.015574095072940528 -0.026543575379938796 -0.02277888342533111 0.014649681363031278 -0.0027336356545647374 0.060417061385434172 -0.025032485263766266 -6.2695175000938825e-05 0.056296777989502833 0.020978521605655227 0.0074630736652097455 0.01828851413832748 -0.027605009589422608 -0.017605455478158099 0.009827833580431539 leaf_weight=130.02829368651146 27.024677642271854 307.68043298998964 117.02605370106176 93.253126089693978 397.44290831586113 643.34419164515566 130.35161406904808 136.44036298128776 18.803769706282765 182.04376462724758 85.461098871950526 266.37111021066085 40.680424955848139 44.365946696692845 35.231008748116437 269.96579938859213 8.7708522488828731 50.278684112301562 49.572783944444382 61.758410185226239 3.1096442285925141 83.423122226056876 92.891533630434424 5.3764430179726324 34.14638364133134 28.309802739837323 131.27498908134294 40.285463481384795 30.89525983738713 92.405706828620168 leaf_count=1523 255 15702 1897 1030 31240 17826 3280 2729 169 2620 984 3050 728 3955 1077 6306 55 3352 4723 1261 49 2682 1134 38 1898 3420 1978 1639 474 2926 internal_value=-0.000648615 -0.00189558 -0.00050258 0.000889256 -0.00174039 -0.00473052 0.00279958 -0.00983335 0.00725888 0.00799258 0.00523162 -0.00092109 0.0149694 0.00615326 -0.0122805 0.00991342 0.00381183 -0.00967913 0.0259904 -0.00555604 -0.0119059 -0.0126955 -0.00788244 0.00302411 0.0111112 -0.0150732 0.00879769 -0.0126189 0.0108612 0.00290472 internal_weight=3638.01 3143.08 2771.85 2470.03 1802.22 1307.58 527.795 779.785 494.938 667.81 574.556 351.832 222.724 494.639 371.221 399.994 418.341 94.6446 76.5975 144.961 301.827 298.717 215.294 98.268 42.9172 335.99 273.38 102.044 254.576 123.301 internal_count=120000 104622 84423 78623 70211 55075 34520 20555 15378 8412 7382 4034 3348 15136 20199 7829 10400 7307 4978 4853 5800 5751 3069 1172 1953 19122 5547 2900 5378 3400 is_linear=0 shrinkage=0.05 Tree=546 num_leaves=31 num_cat=0 split_feature=456 505 505 305 492 459 521 230 500 376 99 458 505 338 412 424 373 260 505 74 10 352 180 435 277 403 1 501 492 455 split_gain=4.71329 9.92518 9.03752 9.03046 8.95108 8.48751 8.33462 12.5429 9.78705 8.33415 10.9032 8.23833 11.5658 9.41408 11.7488 9.0626 8.126 8.04431 8.02897 7.96371 11.4401 10.2043 8.52386 7.85572 8.48165 7.80457 8.95555 8.05599 7.70432 7.62085 threshold=-0.11638656631112097 1.3645501732826235 -1.2407486438751218 0.12735327333211902 -0.50168520212173451 -0.10485017672181128 0.78148242831230175 -0.29520486295223231 0.92093861103057872 -0.24476715922355649 -0.23544542491436002 -0.32580317556858057 0.67766588926315319 1.6686334609985354 -1.2590423822402952 0.84841540455818187 -1.1905794143676756 0.58184531331062328 -0.42628845572471613 -0.69615879654884327 -0.39354552328586573 -0.093211252242326723 -0.8167702555656432 4.7607727050781259 1.2975354194641116 0.27486471831798559 -0.22694910317659375 0.69434335827827465 1.971514940261841 -0.83270636200904835 decision_type=2 2 2 2 2 2 2 2 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 19 16 11 8 -8 -6 -3 -11 23 13 17 -15 25 -5 29 -7 20 21 -4 -21 -1 -25 26 -14 -27 -24 -13 right_child=1 9 3 4 6 18 7 -9 -10 10 -12 12 15 14 -16 -17 -18 -19 -20 22 -22 -23 28 24 -26 27 -28 -29 -30 -31 leaf_value=0.00048751968109371144 -0.029614826991420762 0.025836189319122984 -0.0047463795223968847 0.027402667908827762 0.00080642340271833374 -0.019775737660435579 -0.022727125024584911 0.02111718962036058 -0.010872920717380986 -0.024951594607241518 0.022473556130846728 -0.014288156697749084 -0.0057795962418342806 0.034827801531156367 -0.025290517382683311 -0.026328866715906146 0.0023560254407086747 -0.019640002963418404 -0.0036800632460880843 0.037005451665356147 -0.027513231392779031 0.0083867043888574046 0.0048860509848927501 -0.042912293040837046 0.02347860184153467 0.014514206285120873 0.031541040267057806 0.058775590404163774 -0.017635292797834181 -0.00117800637201091 leaf_weight=10091.438348402415 23.625987814695691 75.835031845563208 404.44167350855423 40.788970445515588 659.44275069504511 88.562131751270499 107.39342122978996 19.032766767544672 245.95911987993168 23.626616086548893 24.660379913984798 126.72510023246286 56.072626714601938 8.7602033810690028 91.987481810152531 15.174142448624478 158.58523009566125 76.468819018802606 628.99259703936696 20.220031378557906 39.892285553272814 233.0436814573477 1774.7373780801136 19.854569174116481 6.1613709537778041 28.25337946289801 22.353242904959188 16.543704601470381 38.617505826987326 890.53154045291012 leaf_count=63099 17518 1138 2771 181 3204 907 572 106 1156 208 207 1011 1139 29 686 299 693 999 3583 124 230 1266 10377 95 34 1200 459 186 216 6307 internal_value=8.27812e-05 0.00159807 0.0011379 0.00133417 -0.00217101 -0.000401233 -0.00404824 -0.0160756 -0.00236169 0.015507 -0.000631639 -7.01929e-05 -0.00376548 -0.00535374 -0.0199842 0.0099003 0.00751643 -0.0039998 -0.00567607 0.00305489 -0.00157218 4.73644e-05 0.00476699 0.000416161 -0.0269677 0.01442 0.00482062 0.0310659 0.00440273 -0.00281737 internal_weight=16057.8 3889.9 3765.78 3742.15 1231.2 12167.9 1031.83 126.426 905.402 124.122 48.287 11450.3 1332.87 1194.47 100.748 138.397 199.374 1093.73 717.555 2510.95 677.378 637.485 1833.57 10117.5 26.0159 123.223 78.4259 44.7971 1813.35 1017.26 internal_count=120000 39967 38414 20896 5912 80033 5038 678 4360 1553 415 75543 12315 9032 715 3283 874 8317 4490 14984 4267 4037 10717 63228 129 2984 1598 1386 10593 7318 is_linear=0 shrinkage=0.05 Tree=547 num_leaves=31 num_cat=0 split_feature=504 264 409 422 512 437 434 3 108 287 343 424 231 297 413 399 273 400 410 280 392 412 501 410 518 472 361 425 409 510 split_gain=5.2922 5.29808 10.8909 14.5355 10.316 9.57755 9.51172 8.20463 8.06509 8.51279 7.90592 7.88643 7.70148 7.68605 9.0095 9.63288 7.98487 8.92315 7.53864 12.8478 12.5265 10.2586 8.76182 15.4888 10.1918 8.28548 9.06632 8.27835 8.24836 7.42709 threshold=3.3455966711044316 -0.07339147105813025 1.0789101123809817 0.042529163882136352 0.96769484877586376 1.7375352978706362 -0.89681828022003163 0.33258455991745001 -0.49900048971176142 0.41390235722064977 0.2891938984394074 0.64088627696037304 -0.37961153686046595 -1.1239573359489439 -0.2098848074674606 -1.5139409303665159 3.129488587379456 0.86391746997833263 0.75879260897636425 -0.34795981645584101 -0.72125610709190358 -1.7002665400505064 0.35574768483638769 -0.76763051748275746 1.4702050089836123 0.9916648566722871 -0.64802810549736012 -0.78462770581245411 0.77954608201980602 1.0260248780250552 decision_type=2 2 2 2 2 2 2 2 2 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 5 7 8 -5 -4 9 -3 -10 18 -9 -13 15 -15 -16 -18 20 29 25 -21 24 -24 -22 27 -27 -1 -23 -20 right_child=-2 2 4 6 -6 -7 -8 12 10 -11 -12 13 -14 14 16 -17 17 -19 19 21 22 28 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00034975602938885436 -0.040686549167633618 0.00099090597652431653 0.001245402040803588 0.0021813524358504665 -0.024311678204459959 -0.018190478020798279 -0.014220454658581475 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134.52153223420464 35.270913345506415 118.44250059437763 804.13555481171352 239.74006578004628 71.196700193249853 leaf_count=4492 2812 5262 2920 527 197 3323 4097 226 13978 909 3703 873 840 125 4725 5354 58 23 4214 47 14526 8618 5385 20210 2634 239 885 7281 1134 383 internal_value=6.63184e-05 8.92662e-05 -0.00220262 -0.00445818 0.00342572 -0.00079577 -0.0109479 0.00494783 0.00060425 0.00529472 -0.00413637 0.000492078 0.0145167 0.00355809 0.00456518 0.00166958 0.00933174 -0.0395283 -3.40189e-05 -0.00226827 0.000775009 4.93705e-05 0.00187068 0.00323319 -0.000845006 -0.00296175 0.00810573 -0.00404228 -0.000225606 -0.00726159 internal_weight=14364 14356.1 2144.08 1531.31 612.765 979.447 551.863 581.138 906.311 456.09 450.221 12212 161.667 1789.87 1635.91 1018.42 617.491 8.11342 10422.2 2772.24 7649.93 1892.8 5916.51 3941.04 1975.47 1733.42 153.713 1579.7 1882.19 879.439 internal_count=120000 117188 35982 31799 4183 27175 4624 3986 23852 6171 17681 81206 1066 11158 10285 5479 4806 81 70048 14396 55652 9799 42755 25595 17160 12897 1124 11773 9752 4597 is_linear=0 shrinkage=0.05 Tree=548 num_leaves=31 num_cat=0 split_feature=499 499 272 410 278 279 377 505 404 517 514 464 502 508 501 512 391 516 466 256 361 321 482 505 194 286 100 455 514 496 split_gain=14.0373 17.6297 14.9151 14.0724 17.3256 13.0514 12.7511 12.6843 15.7236 12.5705 11.8535 11.8432 11.5998 11.2995 11.0875 10.7343 10.0056 9.33769 9.09845 8.52238 8.52176 8.43103 7.63565 7.46364 7.42992 7.21139 7.69704 6.57275 6.80244 6.04786 threshold=0.44043914973735815 0.42896905541419988 2.0916187763214116 -0.59360575675964344 -0.4086994975805282 1.1359736323356631 0.072061300277709975 0.53990244865417492 -0.67285192012786854 1.3819011449813845 1.088576674461365 0.049137465655803687 -0.29580022394657129 1.2598964571952822 0.33961386978626257 0.26109299063682562 1.0378197431564333 0.27931042015552526 -0.59674274921417225 0.010104642249643804 0.35970312356948858 -0.56937879323959339 0.24405629932880404 0.941969394683838 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0.00269046 0.0139805 -0.00120589 -0.00900855 -0.00606272 0.00671799 0.0066315 -0.0116596 0.00098063 0.00345434 -0.0144426 0.00307318 0.00738318 0.025606 0.011219 0.0192225 0.0218678 -0.0123271 -0.0180725 -0.0173891 internal_weight=3625.92 367.327 3258.59 3156.6 2304.07 852.525 752.109 1127.23 998.963 1176.85 824.149 352.696 225.959 153.502 576.223 217.444 422.74 567.751 762.731 184.358 477.83 89.9215 162.907 135.252 100.416 101.991 98.2454 145.021 112.385 128.267 internal_count=120000 53856 66144 64305 45605 18700 16159 20459 14861 25146 19998 5148 27713 6558 9982 3575 4879 11971 18026 4188 10372 1599 3229 1573 2541 1839 1800 5882 4645 5598 is_linear=0 shrinkage=0.05 Tree=549 num_leaves=31 num_cat=0 split_feature=270 287 435 192 453 392 309 503 500 390 485 419 411 512 501 399 494 515 510 45 427 159 509 224 259 150 49 265 418 454 split_gain=4.63987 8.13245 6.00427 7.55548 6.76367 10.8744 8.51101 8.67962 10.2698 6.9713 6.88034 7.05697 10.4911 8.25756 12.8897 8.14102 6.97907 6.58715 7.98775 13.8099 9.69275 7.20512 6.95049 6.51841 6.29073 6.2169 5.63187 5.46584 5.83731 6.40434 threshold=4.1183459758758554 -0.38342559337615961 3.1603250503540044 0.67925021052360546 0.62256634235382091 1.4148343205451968 -0.27576933801174158 0.70752495527267467 -0.19857682287693021 -0.64136600494384755 -0.1146516129374504 0.66364294290542614 0.6994997262954713 -0.28616894781589503 0.42468896508216863 0.40222272276878362 -0.010871333070099352 -0.11330154910683631 -0.4249554574489593 -0.44993740320205683 1.6248718500137331 -0.71804323792457569 -0.70880666375160206 0.07654076069593431 -0.59834402799606312 -0.52454224228858937 -0.5150206685066222 2.0507869720458989 -0.16047899425029752 -0.34732636809349055 decision_type=2 2 2 2 2 2 2 2 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 26 4 17 10 6 7 8 -6 -8 11 13 15 14 -1 -13 -15 18 19 24 -20 -22 -21 -19 -4 -11 -2 28 -12 -30 right_child=1 -3 3 -5 5 -7 9 -9 -10 25 27 12 -14 16 -16 -17 -18 23 20 22 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.012762549102275972 0.03645190181817836 -0.0050590134583151335 -0.097836469232617795 -0.048067437234888821 0.0060270704691067368 0.024093528903544527 0.022827562051879125 0.015990632826474598 -0.0060873723983972793 -0.0084783921589375606 -0.027300690962976982 0.024875426968996046 -0.01652478917764345 0.0013558257381460401 0.011051309463219618 -0.0018520266773258476 -0.00093755145497306618 -0.023218569186450964 0.023880100061708962 0.021457364756174806 0.016693984550485274 -0.022057595743033134 -0.013996195873462328 0.014078882117437947 -0.02054407443954236 0.010102026893217063 0.0094959856372839463 0.039247590175225569 0.052701943531932888 -0.016105541449159697 leaf_weight=274.86347652125551 29.414170032483526 61.49413177248789 6.0624673217535019 10.853977665654382 275.06591404437495 62.11033896781737 75.979143239732366 76.597507730693906 479.36211358048604 59.971877440577373 51.25224970371346 89.599519081937615 29.410287155624246 5517.5186646361835 71.32203492737608 41.240765043025021 8318.3227175732027 71.018432511831634 52.798600426700432 19.401304136961699 19.571105285780504 30.3632348398678 47.062226402573287 13.778731282567604 5.0483729150146228 177.23935802004416 58.953819763381034 4.0861665183911091 5.1653175044921218 9.225057607283814 leaf_count=7689 153 342 28 71 6393 2415 606 952 2540 515 7110 1144 208 31268 3113 257 47168 435 473 83 99 164 238 63 26 5760 441 56 41 149 internal_value=8.19435e-05 0.00883567 -3.33121e-07 -0.00731027 0.000128551 0.00372502 0.002613 -2.86099e-05 -0.00166358 0.00963603 -0.000172161 -9.55803e-05 0.0103342 -0.000213857 -0.00784014 0.0164178 -2.26237e-05 -0.00560523 -0.000169951 -0.0122991 0.00894331 -0.00676648 -0.00355518 -0.0170897 -0.06366 0.00538185 0.0185561 -0.0158294 -0.0193884 0.00844059 internal_weight=16044.2 149.862 15894.3 275.958 15618.3 1206.33 1144.22 831.026 754.428 313.19 14412 14342.3 160.251 14182 346.186 130.84 13835.8 265.104 180.307 77.5744 102.733 49.9343 66.4635 84.7972 11.1108 237.211 88.368 69.7288 65.6426 14.3904 internal_count=120000 936 119064 1680 117384 19181 16766 9885 8933 6881 98203 90847 1609 89238 10802 1401 78436 1609 1111 375 736 263 321 498 54 6275 594 7356 7300 190 is_linear=0 shrinkage=0.05 Tree=550 num_leaves=31 num_cat=0 split_feature=92 83 230 241 409 357 468 123 218 203 86 302 29 519 199 408 373 452 470 410 99 500 15 426 91 509 86 509 434 495 split_gain=5.25162 11.1405 14.2433 12.9967 9.683 9.35318 9.7831 9.70415 9.21669 8.90539 10.6041 8.29665 8.20126 10.23 8.18779 8.06626 8.1917 10.1261 10.2148 8.25012 11.9875 9.4067 7.96215 12.6437 9.55807 10.3308 8.9067 8.563 8.45568 10.913 threshold=0.0069238245487213143 0.14668463170528415 0.4083195179700852 -0.21259185671806333 -0.6783897578716277 0.76653754711151134 -0.43957753479480738 0.66858786344528209 0.46187239885330206 -0.0087945996783673746 -0.089278846979141221 1.4482564330101015 -0.42927482724189753 0.18866185843944552 -0.039079284295439713 2.0301561355590825 -0.24172975122928617 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0.060500050411016817 -0.012340418698372926 -0.0084277935895833711 0.0076131470367661845 0.012138764104665386 -0.0067878420999021617 -0.011486394810970598 0.0047524582621233796 -0.034329116689341438 -0.0050775989333286713 0.022241401061410315 -0.0020589034402187299 leaf_weight=2509.852934987699 2088.9345845968128 13.592503684121768 119.38908337987959 536.53219025893486 153.1079767502888 152.09213064692449 129.38000277194078 7.4375493340194216 2783.8713371888516 1085.2622312098902 141.64679339808208 24.343731790839229 1769.2731879802086 5.4225140071939668 7.3970634259749195 41.402861109549121 4.3125814770974094 226.30327751418372 4.6510667313996228 155.02186366831302 62.497510776862327 94.990077350943466 569.21135611787031 159.97278186029143 251.16875938599696 530.09049751480052 18.479373725545884 380.26196741709282 55.47652418166399 272.62250336975558 leaf_count=22199 18894 125 1085 3082 3220 765 869 58 20584 8345 3240 314 14197 64 69 380 37 3082 63 845 1807 735 3664 2358 1321 3039 182 2829 289 2259 internal_value=6.45071e-05 -0.000939888 0.00171831 -0.00247525 -0.00512347 -0.000845049 0.00627648 0.0160848 0.00097514 -0.00765694 -0.00905082 -0.0073981 0.0040968 -0.0284448 -0.00211101 -0.00427722 -0.00293781 -0.0104445 -0.0118916 0.00114119 0.00924974 -0.00473921 0.00231499 0.00614137 0.0012171 -0.00249182 -5.32125e-05 0.000640761 0.00845246 0.0020402 internal_weight=14354 6822.99 2496.86 4326.13 2237.2 832.839 296.307 136.818 7531.01 1404.36 1251.25 1109.61 1788.29 19.015 159.489 708.568 667.165 235.267 230.954 431.899 181.887 250.012 4747.14 1057.28 3689.85 1180 928.832 910.352 897.31 328.099 internal_count=120000 61276 22420 38856 19962 4843 1761 927 58724 15119 11899 8659 14386 189 834 8034 7654 3182 3145 4472 2892 1580 38140 8570 29570 7371 6050 5868 6212 2548 is_linear=0 shrinkage=0.05 Tree=551 num_leaves=31 num_cat=0 split_feature=418 432 285 272 452 448 404 514 377 346 257 506 427 303 316 391 56 67 409 233 505 438 248 378 512 49 374 378 327 456 split_gain=13.8498 17.7924 17.3019 15.6503 13.6609 14.0724 12.1878 11.9278 11.8364 11.3519 9.85378 9.67061 9.70897 11.4848 9.88712 9.59701 8.68677 8.61741 8.55743 8.47822 8.36691 11.2444 8.72873 8.15123 8.10881 7.91008 7.75217 7.65197 7.63739 7.47657 threshold=0.99756401777267467 -0.58725950121879567 -0.028058764524757859 -0.40977160632610315 -0.1618230268359184 -0.39206027984619135 -0.60489788651466359 0.73540532588958751 0.10991375148296358 -1.3868346214294431 -0.74650445580482472 0.060069032013416297 -0.51529160141944874 0.36589327454566961 3.392992496490479 -0.29653638601303095 0.067820277065038695 0.25891827046871191 -0.6972350776195525 -0.72643572092056263 -0.84064537286758412 -0.6770661175251006 -0.20566330105066297 0.60994955897331249 -1.0372756123542783 -0.7375509738922118 0.94705522060394298 -0.31686832010745997 -0.16021621227264402 -0.456629067659378 decision_type=2 2 2 2 2 2 2 2 2 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 8 4 6 10 9 20 27 18 -6 12 -1 -14 -15 -10 26 -13 -3 -9 28 22 -22 -19 -12 -23 -4 -2 -5 -8 right_child=2 3 16 7 5 -7 29 19 15 -11 24 17 13 14 -16 -17 -18 23 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.018735357689481948 0.0051238465750439817 0.17543346689457306 0.027208622797731022 0.036484618070142062 -0.0080832908225026614 -0.0069193093928936857 -0.0056203875641031064 -0.0011602274458634959 0.020683235274928685 -0.0004584203946882521 0.19485759456207563 -0.0055623005882203553 -0.0094875522257986331 0.01360650144920153 0.122184520962013 -0.0071628561539752097 -0.015495905484699486 0.0059940511599522722 0.014346717111302115 0.019609292104940487 -0.0029144966648295945 -0.0086536561134036467 -0.025882526318618482 0.050375928569551046 0.018310495900700864 0.0081290582484244613 -0.005927461638023687 -0.0071208550928923047 0.0034116010397068756 -0.020092805014104948 leaf_weight=279.95216277983855 212.86509928113082 1.5107977869920435 133.93253442269634 30.70836040363065 42.638104784855386 168.45353446094668 151.59593420568854 65.595449499698589 117.26913008818519 193.49081032045069 0.56070141785312344 278.73682737592026 243.59786534743034 34.667837530374527 2.1546948100440195 41.644580101739848 16.090512844180921 60.398140597331803 1.8826126614585508 190.4308422444301 126.46757390433777 90.451242459093919 61.834953392113675 12.494692667212801 145.0150301514077 309.54780696483795 20.014757320896024 317.2778192198457 41.196345222211676 221.28218319747248 leaf_count=10501 3675 15 2409 18970 1290 8406 4992 1308 1879 3336 66 6763 9446 1480 38 1219 457 1487 40 6389 3833 2406 2670 218 4671 6792 307 6999 389 7549 internal_value=-0.000621403 -0.00235125 0.00491913 0.00047328 -0.00410603 0.00355731 -0.00891179 0.00510896 0.00138541 0.00112844 0.0129593 -0.00806301 -0.0121423 -0.00553806 0.0204091 0.0133546 0.0192005 -0.00154629 0.0904651 0.0142701 0.00154708 -0.000413609 -0.010493 0.0137287 0.0191581 0.00432029 0.0228671 -0.00219484 0.0176366 -0.0142254 internal_weight=3613.76 2754.66 859.094 1842.66 926.43 356.667 569.762 916.233 689.057 196.884 188.214 912.002 560.373 280.42 36.8225 158.914 170.038 351.63 3.39341 256.026 660.206 588.302 188.303 72.8928 145.576 399.999 153.947 530.143 71.9047 372.878 internal_count=120000 103055 16945 73122 30365 14433 15932 42757 13772 3391 6027 29933 21465 10964 1518 3098 3173 8468 55 7697 35060 15701 6503 1705 4737 9198 2716 10674 19359 12541 is_linear=0 shrinkage=0.05 Tree=552 num_leaves=31 num_cat=0 split_feature=516 507 501 486 467 509 407 165 222 517 493 385 496 465 497 59 476 465 498 424 161 510 462 439 281 404 472 287 516 19 split_gain=4.5263 4.66697 8.48649 7.83479 7.98527 9.24034 8.81968 8.36474 7.82784 7.03938 6.93238 6.51571 10.1334 9.61568 7.70857 8.76117 8.27452 7.06175 9.14198 9.19745 10.2195 8.96694 12.7227 12.2096 8.55387 15.5327 9.18575 10.6822 9.13655 8.5114 threshold=2.9485216140747075 1.1967881321907046 -0.18781983852386472 -1.4909632205963133 -0.39498779177665705 -0.21027523279190061 0.2114149481058121 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693.00586655733059 407.05976647301577 1616.4983188628103 128.17312427249271 leaf_count=1300 4660 3148 183 981 2018 255 385 174 89 98 200 361 377 2203 402 45 2299 2450 5548 7004 13432 9950 31169 12407 2745 2447 3727 2136 7062 745 internal_value=7.97535e-05 0.000104029 0.0037501 0.00435123 0.00338974 0.00854389 0.0122821 -0.00746482 -0.00149943 0.0223089 -0.0035359 -9.53812e-05 -0.00316718 -0.00234125 -0.00515906 0.00745812 -0.0066886 0.000253403 -0.000369829 -0.00251567 -0.00372417 0.000645241 -0.00104739 0.00250509 0.00232903 -0.00476099 0.0032863 0.00683744 0.000953952 0.0031296 internal_weight=16035 16022.1 832.043 820.703 790.656 385.36 312.68 72.6793 405.296 31.6638 373.632 15190 1550.25 1488.78 998.441 107.556 890.885 13639.8 10488.2 3369.64 2776.24 7118.58 3725.44 3393.14 3151.54 374.226 2777.32 1100.07 1677.25 593.399 internal_count=120000 115340 7531 4383 4200 1795 1366 429 2405 187 2218 107809 6626 6249 4046 447 3599 101183 82705 23631 20436 59074 36717 22357 18478 5192 13286 5863 7423 3195 is_linear=0 shrinkage=0.05 Tree=553 num_leaves=31 num_cat=0 split_feature=452 482 497 484 483 338 498 414 386 498 370 501 502 62 327 394 391 516 435 438 420 392 461 265 108 466 32 465 225 353 split_gain=5.23775 9.3848 11.1416 14.9766 12.7449 12.0806 10.8942 12.0417 14.631 11.7779 12.4715 10.3951 10.2795 9.56557 9.52232 9.09106 9.17495 8.79236 8.65097 8.87893 12.9855 8.52022 8.42581 10.9356 9.70097 12.4346 10.2736 8.31941 8.90061 8.30596 threshold=-0.24793565273284909 0.46569287776947027 -0.24795303493738172 -0.54754471778869618 -0.023629142902791497 0.99950578808784496 0.64353805780410778 -1.1375916600227354 -0.63589397072792042 -1.4008855223655698 -0.93945494294166554 0.37111334502696997 1.1324530243873598 -0.11803260818123816 1.0881076455116274 0.88105067610740673 1.7434826493263247 -0.49168030917644495 -0.76684698462486256 -0.99745875597000111 -0.39514900743961329 -0.59622365236282338 -0.90625485777854908 2.376182079315186 -0.49900048971176142 -0.53250214457511891 1.102617144584656 -0.8315766155719756 -0.21838882565498349 -0.0078615429811179621 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 11 12 6 9 8 -8 -4 -11 -1 -5 22 -9 16 -2 -18 21 20 -20 -7 23 -3 25 26 -24 -19 -29 -25 right_child=15 13 5 4 -6 18 7 14 -10 10 -12 -13 -14 -15 -16 -17 17 27 19 -21 -22 -23 24 29 -26 -27 -28 28 -30 -31 leaf_value=0.00078700361947429227 -0.0023124709437434329 0.012249655889240891 -0.0087289221769809005 0.0052562703105925547 -0.017449153328206294 0.01467728706001431 -0.041667893406245236 -0.0015875560114838119 -0.0036017539106803654 -0.007680827498998951 0.006017293240180608 0.016354315460212741 -0.0089255532353026395 -0.0030572559985812247 -0.010132118084398838 0.0022473433874402714 -0.032333790627566562 0.020438335311709608 -0.08429515132766624 0.01055070581865461 0.023640500363479904 -0.024879324444223323 -0.01137363010462728 0 0.0075574468688212951 0.0082696186669022863 0.021314154555063483 0.0070412776321710259 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0.00487943 0.0062183 0.00914917 -0.0348806 -0.0113045 0.00584337 0.014817 0.00429208 -0.0014268 -0.00823309 0.00611258 0.00297994 0.0632353 internal_weight=14348.7 6425.34 4529.17 1289.12 816.469 3240.05 2819.02 1559.63 101.568 1259.39 992.88 472.649 721.098 1896.18 1458.06 7923.32 6052.25 481.324 421.028 360.983 10.9524 60.0449 1520.41 223.496 1296.91 470.833 276.957 466.097 382.849 11.0367 internal_count=120000 58734 46214 22648 19564 23566 20019 8801 434 11218 7747 3084 13541 12520 8367 61266 48538 3348 3547 3210 61 337 9599 1128 8471 2879 1745 2745 2383 69 is_linear=0 shrinkage=0.05 Tree=554 num_leaves=31 num_cat=0 split_feature=395 430 501 336 323 319 452 410 504 386 503 328 454 272 92 398 454 517 332 412 517 506 510 501 455 390 340 502 498 452 split_gain=13.8159 15.8363 18.5763 16.4918 17.0233 15.1081 14.3705 13.3912 12.9043 11.4882 11.4449 10.4278 10.2418 10.0535 9.69664 9.3936 9.11335 8.86465 8.72723 8.45814 8.33385 8.23604 7.80068 12.6018 9.31785 7.75203 7.46957 7.46925 7.42329 7.24927 threshold=1.1565853357315066 -0.046602195128798478 -0.076082088053226457 0.038676386699080474 0.29962794482707983 0.42109401524066931 0.036049686372280128 -0.027507884427905079 -0.24637120962142942 -0.15533322095870969 -0.18933230638504026 -0.5754491090774535 0.081784870475530638 0.32755441963672643 0.11850320920348169 0.16481333971023562 -0.59513819217681874 1.1410591602325442 -0.54887717962265004 -0.33313186466693873 -0.04428576119244098 0.84364050626754772 -0.83604606986045826 0.25502538681030279 -0.091462925076484666 -0.051253806799650185 -0.25769361853599543 -0.90397137403488148 0.5115342140197755 -0.24793565273284909 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 7 13 16 21 15 18 19 12 -6 29 -12 -2 28 26 -8 -9 -20 25 -10 -24 -25 -1 -13 -18 -4 -5 right_child=8 2 6 5 11 -7 9 10 22 -11 14 17 -14 -15 -16 -17 27 -19 20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010555573261716911 0.027742944416223228 0.016473020578845646 0.0040628847515829783 -0.01568708237138311 0.010060040087154672 0.013814574232188563 -0.0045049645681807396 -0.0028990986926594412 -0.035385894287717171 -0.014995065214093549 -0.0039243812819805182 0.034447736123376371 -0.013371168350984182 0.0018901939612858973 0.012720930354185167 -0.012231866818830249 0.035168793841178526 0.026155444590389477 -0.011673693449219542 0.033611122785561214 0.029149608561497939 0.015174823097841829 0.025425266893571087 -0.0039059054068665507 0.018473499994949179 0.0023980629815173755 -0.0051794005022663377 -0.024203494546234581 -0.027719389587790456 -0.0046775483995959363 leaf_weight=398.42536817696237 98.09363609860884 66.116715274343733 67.309107645880431 333.14957265209523 188.29402517597191 92.766323422736605 83.072854451122112 21.571146226895507 12.87013268098235 107.34132130058424 224.04154764466512 15.386697320354868 61.74835424189223 212.50805384806154 143.17286312569922 17.03526359659736 5.2599341729946891 147.36384806960996 16.115014611568768 57.248515578976367 52.73728403239511 45.905643559104647 58.03806729214557 259.86964940303005 56.543203635257669 161.78050810031709 50.674862699219375 249.09536799701164 25.074714222428156 274.33564973949979 leaf_count=12540 2048 13882 1467 6112 2970 3627 4019 380 156 8697 5104 545 1142 5848 2839 1879 160 2216 1323 725 1233 1695 3209 7051 693 5899 887 10398 3735 7521 internal_value=-0.000604961 -0.0018527 -0.00864438 2.53077e-05 0.00322494 -0.00528189 -0.0113953 -0.00028764 0.00708344 -0.0024671 0.00628212 0.0112082 0.00425065 -0.0074498 0.00255353 0.0217791 -0.018054 0.0193302 0.00635557 0.0235647 0.0195192 -0.00513078 0.00269783 0.00402924 8.20863e-05 -0.00680604 0.00401288 -0.0229427 -0.00453001 -0.0107251 internal_weight=3602.95 3100.5 672.122 2428.37 1515.61 912.76 606.006 1052.15 502.45 259.266 446.034 463.468 250.042 819.993 367.214 115.129 346.739 213.425 151.925 78.8197 68.8523 606.112 387.321 374.451 316.413 560.206 66.0616 254.355 92.3838 607.485 internal_count=120000 104964 44914 60050 36942 23108 31032 29182 15036 15272 9048 7760 4112 19481 7943 3927 15760 3648 6575 1105 2556 20134 11109 10953 7744 18439 1432 10558 5202 13633 is_linear=0 shrinkage=0.05 Tree=555 num_leaves=31 num_cat=0 split_feature=242 110 42 443 511 365 290 510 279 378 429 441 258 501 28 464 438 204 156 390 430 500 225 27 80 202 307 81 435 99 split_gain=4.71805 7.36818 14.9395 11.1677 11.0121 12.1305 9.05861 8.77339 13.2846 9.747 9.3373 8.94015 8.33194 8.23787 9.06348 8.46942 10.0102 7.78573 7.79843 7.72517 7.41577 8.80449 7.33801 8.9565 7.30986 7.28745 7.28302 10.5824 6.95962 6.8078 threshold=-0.058555716648697846 -0.5282197594642638 -0.15647521615028379 -0.81360891461372364 -0.53080418705940235 -0.14176504313945767 2.9913183450698857 0.54139369726181041 -0.30280099809169764 0.6319883167743684 1.0883494019508364 -1.0382528305053709 0.7472137212753297 0.71849623322486889 -0.077006187289953218 -0.82702094316482533 2.0899497270584111 1.4490993618965151 -0.29874284565448755 6.020097255706788 0.74899163842201244 -0.40084046125411982 0.067799054086208357 -0.27603915333747858 -0.40086945891380305 0.2526248842477799 0.47484646737575537 0.89400550723075878 0.65678218007087719 -0.32568213343620295 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 17 5 -2 7 11 10 -10 -9 24 -7 15 -15 22 19 18 -3 -17 -16 -22 23 -4 -6 -13 29 -28 -8 -5 right_child=1 2 13 26 6 12 28 8 9 -11 -12 25 -14 14 20 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00061759445442362911 -0.01298143841462969 0.023864842914702401 0.014012038099343226 -0.0044868923229913959 0.011808676979699758 0.042631395767203345 0.06573397644525282 0.0052983847852332245 -0.0139381832961435 0.0031125592142752108 0.032548545461696131 -0.0035523579117976013 -0.022049450339001304 -0.0038855371883184404 0.01656312225819492 0.0029319746680086518 -0.043411658490241006 -0.026025954560594134 -0.0011367432459805542 -0.033019187205712466 0.11211561399946167 0.028660631311315563 0.001715071145877268 -0.026521822218306623 -0.018877062720638143 -0.024861194216671927 0.0028591592155446555 0.10533905469797232 0.0041392208420304973 -0.015936627666312871 leaf_weight=11480.495898545683 18.626491885632277 47.429702555644326 16.075283016631147 183.80409427348786 150.82266256236471 40.081598013930488 9.0445513727609086 770.21953452632442 167.85586680937558 166.50396698153054 32.773094207863323 1336.2006461684505 5.5126702111447221 37.077173177967779 38.073887872742489 677.27096953038563 12.17181014124071 19.700756026228191 89.691916225478053 15.162618787959216 5.0269340611994258 9.1188348419964296 64.784607763976965 82.684023849695222 22.070521659683436 41.367590530964662 23.597397453064335 2.7376942622940978 9.6008385668974352 454.19900586635777 leaf_count=81394 100 320 138 1624 907 156 62 4687 1804 1212 228 7516 30 479 417 11014 98 135 621 52 32 125 849 536 119 284 389 32 92 4548 internal_value=7.73192e-05 -0.00128499 -0.00379661 -0.0087446 0.000325584 0.0207731 -0.000158512 -0.000401904 0.0029311 -0.00543394 0.0064207 -0.00285011 0.0346705 0.000442313 0.0148982 -0.00104039 0.00133295 0.00323016 0.00748584 0.00213286 0.0283126 0.0592476 -0.0112907 -0.019866 0.00785397 -0.00419764 -0.0115789 0.0140599 0.0344758 -0.0126471 internal_weight=16029.8 4549.29 1778.61 821.161 2770.68 64.2208 2706.46 2687.81 1137.35 334.36 802.993 1550.46 45.5943 957.446 89.2968 868.149 704.605 156.822 137.122 692.434 52.2197 14.1458 163.544 98.7593 172.893 1377.57 664.338 26.3351 18.6454 638.003 internal_count=120000 38606 21409 7669 17197 286 16911 16757 7931 3016 4915 8826 186 13740 1053 12687 11164 1076 941 11066 574 157 1523 674 1026 7800 6593 421 154 6172 is_linear=0 shrinkage=0.05 Tree=556 num_leaves=31 num_cat=0 split_feature=67 396 369 498 446 190 408 92 122 264 444 397 445 468 497 295 392 69 155 169 328 241 226 305 431 211 437 452 253 433 split_gain=5.18299 14.5825 9.2122 11.0131 6.53857 8.5423 5.66913 5.46524 9.29403 11.7457 10.0239 9.7512 8.80943 8.59233 8.50775 8.37403 8.12506 8.04009 10.5535 9.3947 8.88767 8.77359 7.94466 7.73712 7.61739 7.58844 7.56561 7.50221 9.03595 8.29931 threshold=3.6534351110458378 -0.19941104948520658 1.6257514953613283 0.86719053983688366 -0.58959871530532826 -0.62233847379684437 -0.93526187539100636 0.0069238245487213143 -0.092810936272144304 -0.41523811221122736 0.64210066199302684 -0.54742580652236927 0.16994550079107287 -0.43838235735893244 2.0156438350677495 -1.1713522076606748 -0.72646695375442494 -0.17461879551410672 -0.27418316900730128 0.12329693883657457 -0.18346571922302243 0.15273645520210269 -0.21489857137203214 -0.52061957120895375 3.3348926305770878 -0.17005084455013272 -0.53737825155258168 0.2945477962493897 -0.22877387702465055 -0.14947709441184995 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 4 -3 -4 5 -2 -6 -1 9 11 12 16 -11 24 17 -14 23 18 -10 -20 21 -19 -15 -9 -13 -22 -18 29 -29 -12 right_child=1 2 3 -5 6 -7 -8 8 14 10 27 13 15 22 -16 -17 26 20 19 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.001096857761815267 0.0085542502497077313 -0.020855157661070198 -0.040388475755243285 -0.1598589283445325 -0.047234876475650417 -0.037149604660306833 0.018902278480983685 -0.018994701791343507 0.00092730519721735943 -0.006247713658585851 0.015742337859375375 -0.0057663647935302584 0.0053475710743064748 0.0019714903898363193 -0.026667356927392645 -0.021803690836876072 0.019400743265382169 -0.009275285409301972 0.00083275633569126833 0.01437705747700335 0.0062622794858456622 0.01474525786885306 -0.0083870525612329948 0.0034489127444505847 0.025367217763404077 -0.023585148381088498 0.0043655171045945138 0.0013614817203420355 -0.022919662752730489 -0.0083342225723971181 leaf_weight=7427.4760182156169 21.456554446020164 34.64987069099152 6.8383082419168186 2.7545184791088104 3.3552826485829419 19.152409222122515 45.575241060476401 53.848583551414777 1472.8335467538709 686.72437545103458 118.27292401116574 1092.3904724459862 33.052351172547787 1346.3195924336396 25.988718935979705 188.69915440470504 131.38846364011988 81.737814008709393 210.75446659464797 329.36433662114723 27.62566264742054 70.780807743292826 214.44118645456911 132.43832633682177 19.853616178967059 88.909206065705803 233.59237723253318 121.41287164542882 55.649244404456113 50.931510265858378 leaf_count=57619 183 594 82 15 22 158 348 247 10537 7664 704 5548 222 8799 978 1946 680 1236 4114 4611 636 1625 1614 565 126 6365 1016 698 391 657 internal_value=6.68066e-05 -0.00972441 -0.0331794 -0.0765048 0.00183331 -0.0129165 0.014178 0.000159378 -0.000865833 -0.00219449 -0.00629918 -0.000595436 -0.00905848 -0.00184559 0.00171045 -0.0177336 0.0054565 0.00203698 0.0031237 0.00910246 -0.00607305 0.00184176 0.000544626 -0.00301858 -0.0052039 -0.0164674 0.00979553 0.000926308 -0.0062503 0.00846498 internal_weight=14348.3 133.782 44.2427 9.59283 89.5395 40.609 48.9305 14214.5 6787.01 4479.02 1254.74 3224.27 908.476 2673 2307.99 221.752 551.268 2282.01 2012.95 540.119 269.053 152.519 1560.76 186.287 1112.24 116.535 364.981 346.267 177.062 169.204 internal_count=120000 1402 691 97 711 341 370 118598 60979 30877 12282 18595 9832 16087 30102 2168 2508 29124 19262 8725 9862 2861 10413 812 5674 7001 1696 2450 1089 1361 is_linear=0 shrinkage=0.05 Tree=557 num_leaves=31 num_cat=0 split_feature=516 515 453 450 516 515 516 495 505 306 486 515 504 516 503 495 513 505 404 462 465 251 374 515 507 516 413 364 515 522 split_gain=13.7167 18.146 18.0091 19.0291 16.9411 16.3264 32.4313 16.9965 15.0478 16.863 13.9328 13.2584 12.5594 12.5376 12.1963 12.0357 11.2216 10.8178 12.7402 10.4318 10.3838 10.03 10.4579 9.20142 8.96448 9.48682 8.50972 8.49442 8.4202 8.38446 threshold=-0.16553859412670133 0.2059302628040314 -0.60034421086311329 -0.66520208120346058 0.07637717574834825 -0.14715381711721418 -0.33812259137630457 -0.62295550107955922 -0.88868007063865651 -0.56099188327789296 -0.76246476173400868 0.56328448653221141 0.083007376641035094 0.41009381413459783 0.10902075469493867 -0.85804730653762806 0.54391905665397655 -0.19760290533304212 -0.70637935400009144 -0.42227558791637415 0.79575306177139293 -0.20329508930444715 -0.069605350494384752 1.0572689771652224 -0.42621278762817377 -0.26825052499771113 -0.72130176424980152 0.57558703422546398 -0.050635017454624169 0.6532513201236726 decision_type=2 2 2 2 2 2 2 2 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 16 14 6 8 -8 20 -10 -11 12 -6 23 15 26 -4 18 21 -12 -1 22 -7 -13 25 -20 -3 -16 -5 -17 right_child=1 4 3 28 11 17 7 -9 9 10 19 13 -14 -15 27 29 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0047767883076885852 0.029206393578708863 0.030836914099010976 0.0073081438776131796 0.037354690319323043 0.028846892400401454 0.038239950640833999 -0.0019303718495704025 0.025633023972240994 -0.020657868111437383 -0.019841209478953872 -0.0080140808536492917 -0.0024390077566991478 0.005448113969471112 0.0076251339224130453 -0.014706078700539749 0.0043875783740287772 -0.023062496058361664 -0.018234555105764005 -0.013517928702975114 0.013212794881118321 0.04861943470647842 -0.0081411646409484013 -0.0007124497517030391 -0.024287011500570287 -0.015370955615028088 0.027957908036669483 -0.019291651407098941 0.010764504692208446 0.010150526120111088 -0.014712107095006831 leaf_weight=83.974655648329644 105.17193275986938 46.938971412600949 53.023431759502273 34.930776623485144 89.000977960269665 38.578396194032393 86.624374809034634 156.02231836976716 198.90282270421449 81.866212565088063 101.15180539584253 342.72201852331636 163.09354967263062 331.34242545503366 346.96841035567923 134.28464513056679 70.520109267352382 255.15883845079225 27.409414867521264 134.54789444188646 16.088200381724164 51.347555412095971 30.621596366981976 56.139518104610033 223.24860956319026 27.383905801456422 10.123379122291224 35.83977823855821 158.06556850763445 99.977481165027712 leaf_count=19317 1328 471 895 3029 1242 321 1429 3831 16042 6727 3436 6269 2464 9030 9177 1787 869 14413 584 4695 924 503 349 1130 3868 373 245 802 3234 1216 internal_value=-0.000613444 0.00202155 0.0112804 0.00530124 -0.000333176 -0.00423606 0.000289192 0.0157756 -0.00579922 -0.00924301 -0.00207348 0.00385245 0.0137369 0.00043168 -0.00643926 0.00125447 -0.00999197 -0.0101901 -0.00502454 0.00408243 0.0119173 0.00852342 0.0209549 -0.00553195 -0.0109173 0.00713242 0.021838 -0.0123062 0.0151169 -0.00374518 internal_weight=3591.07 2078.14 421.712 316.54 1656.43 1512.93 859.178 242.647 616.532 516.469 317.566 982.298 252.095 730.204 674.133 291.324 123.544 653.748 398.589 235.7 100.063 120.548 69.2 398.862 278.042 54.7933 57.0624 382.808 192.996 234.262 internal_count=120000 43188 9355 8027 33833 76812 56401 5260 51141 30900 14858 20135 3706 16429 13698 3719 1764 20411 5998 8131 20241 1173 670 7399 4825 957 716 9979 6263 3003 is_linear=0 shrinkage=0.05 Tree=558 num_leaves=31 num_cat=0 split_feature=502 390 94 521 384 105 396 391 309 257 516 412 331 445 493 513 361 404 303 372 8 506 151 261 484 448 429 450 313 339 split_gain=4.72143 9.32239 9.88691 8.94915 9.17237 7.96069 7.31506 10.4154 10.0611 8.62583 8.76274 7.78907 6.59692 6.37608 6.28748 9.6438 10.9471 6.04907 5.7308 5.64038 13.8406 10.2864 9.04654 8.0882 11.0982 7.00827 10.1551 9.03383 6.90079 6.69546 threshold=-0.83600309491157521 0.22584142535924914 0.97042432427406322 -0.2804367989301681 -0.23846589028835294 -0.44423347711563105 1.0025747418403628 0.13423921912908557 2.978458166122437 0.10308479890227319 -0.49506759643554682 1.5994115471839907 -1.1321735978126524 0.77431684732437145 -0.14530424773693082 -0.28816980123519892 -0.37247261404991144 -0.86781314015388478 -0.18043109029531476 2.7113265991210942 0.43350246548652654 -0.581995129585266 -0.79982265830039967 2.2262502908706669 -1.5014562606811521 -0.37861321866512293 -1.0201284885406492 -0.59040141105651844 0.85371658205986034 0.75044563412666332 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 -5 -3 7 9 11 10 -1 -9 -11 -8 15 16 -7 -16 -17 -2 23 -22 -23 24 -21 27 -27 -26 -25 -24 right_child=19 3 -4 4 -6 14 13 8 -10 12 -12 -13 -14 -15 17 18 -18 -19 -20 20 21 22 29 28 25 26 -28 -29 -30 -31 leaf_value=-0.034598232874012445 3.2317328411150165e-05 0.02311387715837919 0.011893967159465696 -0.16911872044073162 -0.0039316421069325981 0.0040181483059474081 0.026460600309629302 -0.031682990938431396 -0.10157914650249081 0.054824709803743689 0.0022118699394835014 0.024175686980994218 -0.0398499729344984 -0.02414469081648879 -0.030328730258831666 0.029335124217374331 -0.078988943085262997 0.033878257327880419 -0.023475031363918448 -0.09700250406246437 0.025808513592575001 0.0091817078031676044 -0.00048066140484905951 -0.022171390598921481 0.0010126227329934814 -0.023077545865807268 0.0069068852995531243 0.022708321192335415 0.030034714411246478 -0.030900185938601332 leaf_weight=18.841765612902236 15039.024310012806 54.808052483131178 45.070142357144505 1.324539300054312 2.2196910207276224 6.5810249589267213 19.575826819214857 66.685549872243428 4.7306509409099808 1.845261905677037 109.23230506374966 6.7082754278089842 27.033987324044574 8.9266140912732208 4.6326507411577049 11.836932450532915 9.4802387244417314 15.5019269475888 8.8502216236665827 2.4635320603847495 18.679741630097851 30.992957705166191 25.884826161782257 6.82592340838164 84.451538044842891 38.340283127967268 106.13224468121189 112.57417897242703 65.124395851045847 62.698661184142111 leaf_count=531 93744 419 616 12 54 82 1669 1636 34 115 711 44 668 14011 161 57 286 2024 42 11 112 189 132 33 443 215 696 635 282 336 internal_value=7.33517e-05 -0.00513219 -0.00966893 0.00697366 -0.0699836 0.00952085 -0.0133781 -0.0162865 -0.0312187 -0.00880696 -0.00318725 -0.0264835 -0.0334598 0.0104078 -0.00350617 -0.015871 -0.0448534 0.0187813 0.00649751 0.000215212 0.00516869 -0.00851293 -0.0139333 0.00972966 0.0065169 0.0073065 -0.00102629 0.0134394 0.0249886 -0.0220783 internal_weight=16017.1 423.886 308.65 115.235 3.54423 111.691 263.58 235.078 78.1245 156.953 128.074 73.3938 28.8792 28.5024 56.883 36.7484 16.0613 20.1346 20.6872 15593.2 554.168 138.256 119.576 415.912 343.962 341.498 144.473 197.026 71.9503 88.5835 internal_count=120000 23172 20035 3137 66 3071 19419 3739 1714 2025 1242 1680 783 15680 2652 467 368 2185 99 96828 3084 769 657 2315 2000 1989 911 1078 315 468 is_linear=0 shrinkage=0.05 Tree=559 num_leaves=31 num_cat=0 split_feature=452 98 79 404 0 153 92 163 259 362 302 67 401 331 262 28 12 436 503 58 293 7 510 292 500 94 140 333 357 329 split_gain=5.18683 9.09438 9.72781 9.05466 8.79939 10.7569 7.69614 8.57095 7.79398 7.49236 7.2402 8.17134 8.01462 9.5114 10.0237 8.98805 8.75565 7.32337 9.00973 12.7008 12.0769 8.54723 7.30128 7.8433 9.12733 8.13392 7.21557 8.33037 8.26657 7.16214 threshold=0.95673474669456493 -0.27462552487850184 -0.0027309675933793183 0.36000458896160131 -0.4831534326076507 -0.52204525470733631 0.10089132562279703 0.45761874318122869 -0.10542621836066245 1.9109368324279787 1.6736603975296023 -0.15889409929513928 2.0677095651626591 -0.58107814192771901 -0.28250743448734278 -0.45264953374862665 -0.013132199645042418 0.33206886053085333 0.38483324646949774 -0.58763000369071949 -0.30945631861686701 2.5720264911651616 1.3438327908515932 -0.57009816169738758 -1.2792044281959531 0.25047859549522405 -0.15909854322671887 0.20394229143857959 -0.2014811113476753 0.025410299189388755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 4 -3 5 9 8 -8 -6 -2 12 -12 17 14 16 -16 -14 22 19 21 -21 -19 29 25 -25 -24 27 -4 -29 -1 right_child=1 3 26 -5 6 -7 7 -9 -10 -11 11 -13 13 -15 15 -17 -18 18 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-0.00048738341510236164 -0.0061369893577424318 -0.0044593096434054694 0.012183266898871604 -0.021676839388188776 0.0057757084652823969 0.012256778190632648 -0.025103531551405614 0.027653811553545189 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101.38945060896367 10.892862661974506 12.25166416671709 3292.5608826998214 leaf_count=49183 1966 4698 434 1852 805 1720 658 47 691 128 739 3205 593 400 2 3913 2463 2104 3651 1691 5542 130 974 54 3139 266 985 58 69 27840 internal_value=6.82859e-05 -0.0024442 0.000941274 -0.00617845 -0.00157244 0.00297359 -0.00796648 -0.0202107 -0.00293965 -0.00357783 0.000428419 -0.0122891 0.000542228 -0.0131499 -0.00291204 -0.0297059 0.00989206 0.000660271 0.0040577 0.000885085 0.00682064 -0.00529877 0.000222674 -0.0115153 -0.0253367 -0.000602119 0.0111957 0.0220044 0.0475663 0.00036546 internal_weight=14341.9 1796.2 941.432 854.766 755.766 441.29 314.476 91.1526 223.324 258.43 12545.7 110.792 12434.9 105.831 72.5693 23.5491 49.0203 12329.1 1405.42 864.662 441.596 423.066 10923.7 130.768 57.4359 73.3322 185.667 84.2771 23.1445 10792.9 internal_count=120000 14111 7561 6550 6015 3814 2201 705 1496 2094 105889 3944 101945 7371 6971 3915 3056 94574 13118 9467 7233 2234 81456 4433 3193 1240 1546 561 127 77023 is_linear=0 shrinkage=0.05 Tree=560 num_leaves=31 num_cat=0 split_feature=391 67 412 465 284 438 512 522 505 402 309 473 303 331 340 516 520 318 464 268 152 287 206 335 462 505 516 413 418 200 split_gain=13.4851 16.1884 16.3444 17.4643 14.9133 14.1104 12.9717 20.1812 14.1891 10.6559 10.3621 9.9007 9.76113 9.75023 11.5041 9.47019 9.25876 9.11153 9.56689 9.09193 9.05016 8.98669 9.2399 8.84576 8.76148 8.35692 8.55369 8.3626 7.61196 9.24451 threshold=-0.35629971325397486 0.70650011301040661 -0.56080418825149525 1.1398216485977175 0.22428158670663836 -0.44092731177806849 0.66120150685310375 0.70118227601051342 -0.65324363112449635 -0.93023103475570668 2.3178902864456181 -0.0065048336982727042 -0.41116033494472498 -0.12960453331470487 0.044816862791776664 -0.17582749575376508 -0.062341416254639619 0.76779279112815868 0.72018471360206615 3.455605268478394 -0.26489149034023279 0.13076743483543399 2.1415003538131718 -0.6733526587486266 -0.40759961307048792 -0.48645597696304316 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9.41877 9.02447 11.2615 8.69101 8.63288 threshold=-0.70830875635147084 -0.77335864305496205 -0.54312720894813526 -0.00410160282626748 1.344038248062134 -0.41220773756504053 0.11132906377315523 -0.12928552180528638 -0.53845444321632374 0.27685655653476721 -1.1412518024444578 0.73891434073448192 0.92899808287620556 -0.2831162810325622 -0.34268939495086664 0.78380027413368236 2.0899497270584111 0.33138366043567663 0.49709625542163854 -0.15330965816974637 -0.15841776132583615 0.69217950105667125 1.2895728349685671 -0.50991845130920399 -0.78135168552398671 0.91616466641426098 0.82100895047187816 0.14572748541831973 0.25568182766437536 -0.55500483512878407 decision_type=2 2 2 2 2 2 2 2 2 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 29 4 -4 6 9 -1 -8 10 -2 12 13 16 17 -16 -7 -15 19 21 24 28 -23 -22 -21 -20 27 -27 -13 -3 right_child=5 2 3 -5 -6 11 8 -9 -10 -11 -12 18 -14 14 15 -17 -18 -19 25 20 23 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.035268817581083717 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94.503478685481241 24.274390644291998 91.528701557894237 8.6767571698874217 820.07423476198892 43.436953467025887 5.2081865372601888 296.30685759679909 35.3547660218901 5.8610068701673326 6.8345254287123671 9.0742520885542017 14.261735972017048 1830.1546053098355 leaf_count=111 7648 4544 7657 1639 446 24970 3312 3114 5589 10652 7703 2183 4372 1462 8088 394 695 207 901 45 5662 329 102 7550 213 31 31 35 79 10236 internal_value=7.17465e-05 -0.00118642 -0.00198057 0.00105072 0.00283401 0.000635054 0.00262529 0.00584909 -0.00313296 0.00375474 0.000716203 -0.000490449 0.000476623 0.00135099 -0.00549173 -0.00863031 0.00208718 0.0150734 -0.00379927 -0.00482799 -0.00255914 -0.0129186 0.0109105 -0.00377458 0.0280825 0.00963306 0.0391289 0.0608263 -0.0171388 -0.0038886 internal_weight=16005.7 4947.12 4446.05 1716.49 1417.49 11058.6 3996.25 501.075 654.553 3341.7 1455.69 7062.31 5463.94 4608.27 446.91 387.997 4161.36 58.9136 1598.37 1485.08 1160.41 324.662 48.6451 1116.38 44.0315 113.298 21.7698 14.9353 276.017 2729.56 internal_count=120000 27747 24522 9742 8103 92253 34904 3225 8901 26003 15351 57349 40188 35816 10151 8482 25665 1669 17161 16163 13470 2693 431 13212 258 998 97 66 2262 14780 is_linear=0 shrinkage=0.05 Tree=562 num_leaves=31 num_cat=0 split_feature=292 503 338 18 333 502 385 159 270 22 12 372 510 424 427 42 513 464 275 505 386 313 522 369 363 415 506 236 510 501 split_gain=5.13341 9.52537 12.2356 10.9538 10.3412 13.6028 13.4129 10.5792 11.4233 9.09324 10.3462 10.5634 8.77188 12.5724 11.5834 12.6172 10.525 10.2347 9.98561 9.30191 8.75365 8.29363 13.4528 8.26178 9.00292 8.22659 8.19589 8.39451 7.82126 15.0814 threshold=-0.33880691230297083 0.33188089728355413 -0.95616731047630299 -0.16748739033937451 3.4851319789886479 0.25635267794132238 1.4418035149574282 3.0839898586273198 0.8009660840034486 -0.28465230762958521 0.0076028564944863328 0.016966417431831363 0.36708050966262823 0.2559081912040711 -0.37678687274456019 0.34145955741405493 0.66625308990478527 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14.1417 13.4078 14.4653 12.7671 12.1363 12.7506 12.0438 21.0269 12.2907 10.8804 10.2788 10.2134 9.95081 10.1503 9.14072 8.84692 8.36133 8.31966 8.2733 8.84026 7.90415 7.46767 7.00755 6.90185 6.80968 6.74644 6.67801 threshold=0.44043914973735815 -0.38207602500915522 0.75462651252746593 -1.1288225054740904 -0.35629971325397486 0.20552758127450946 -0.084855213761329637 0.38540925085544592 -0.23823335021734235 0.66120150685310375 -0.20909870415925977 0.33763247728347784 0.91537299752235424 -0.17263328284025189 -0.10101035982370375 1.3944820165634157 -0.22056183218955991 1.0000000180025095e-35 -0.027234126813709732 -0.70293283462524403 -0.2306731045246124 -0.060399781912565224 0.27394486963748937 -0.054073465988039963 1.2348546385765078 1.9400800466537478 -0.54838049411773671 0.095541097223758711 0.32879020273685461 -0.55248653888702381 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 25 3 12 5 7 -3 13 -9 10 27 -12 21 -5 -8 16 -7 -14 26 24 -4 22 -2 -22 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208.01526029866363 95.706632648332743 148.17535842052894 132.92865551075374 116.41063959173334 33.109787243767641 249.96172175981337 36.986039349227212 34.119140524417162 67.173705267719924 1.7430084410589177 20.295038800744805 172.72378004877828 17.934122843260415 113.20268656424014 28.269561298249755 9.6710875071585161 31.729319282341748 4.2634931206994215 47.773795137938578 11.49260337842861 117.13481333728851 8.986804752959868 leaf_count=5711 3260 17563 7809 10862 8590 3776 4416 2327 1502 1723 5654 4997 430 5603 2483 721 832 35 1813 3730 638 1457 673 979 280 102 2392 143 19376 123 internal_value=-0.000590448 -0.009841 0.000434341 0.00113477 0.00226335 0.00467594 -0.00109022 0.00260439 -0.00633529 -0.00276126 0.00190112 0.0125866 -0.00908192 0.00482236 0.00929434 0.0140426 0.0169257 0.0138884 0.0155063 -0.00995806 -0.0148037 -0.0129643 -0.0207593 0.00965382 -0.00237937 -0.0233267 0.0226245 -0.00714489 -0.0253417 0.0537701 internal_weight=3565.51 356 3209.51 3068.87 2764.1 1868.12 216.193 1530.33 303.722 895.984 543.356 249.339 304.767 1226.61 124.654 337.788 303.669 43.8396 105.055 352.628 140.642 260.928 147.725 27.6052 179.905 139.807 84.7598 294.016 135.544 10.7298 internal_count=120000 53856 66144 56718 50740 25623 28667 20294 3829 25117 19384 10651 5978 16465 11104 5329 4608 588 6688 5733 9426 5390 3933 1617 2003 25189 4875 8733 25087 158 is_linear=0 shrinkage=0.05 Tree=564 num_leaves=31 num_cat=0 split_feature=502 390 187 436 521 420 520 266 187 361 44 287 398 18 398 410 289 331 392 372 277 322 493 333 261 454 430 260 454 428 split_gain=4.47404 8.69233 9.83224 8.68277 8.12602 7.96363 7.71595 7.67976 7.64024 6.45948 8.09738 6.21852 6.12288 9.01287 5.8359 5.62186 6.18152 5.42057 10.4053 8.61298 8.11127 9.35267 9.02068 8.57097 10.6777 9.54442 8.91692 8.26232 9.69031 8.17122 threshold=-0.83600309491157521 0.22584142535924914 1.5979394912719729 0.051162900403141982 -0.2804367989301681 -0.72751325368881214 -0.47225201129913325 -0.1683223098516464 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360.22997801177553 leaf_count=992 6956 749 300 14356 13 1080 19 53 1665 1731 138 512 26 313 907 292 26 5063 2441 546 63019 658 972 2040 37 119 6633 3027 2896 2421 internal_value=7.06169e-05 -0.00500349 -0.00938383 -0.0121416 0.00671777 -0.01852 -4.22932e-06 -0.0650743 0.00920961 -0.023727 -0.0321935 -0.0105851 -0.00540424 -0.0330771 0.00934158 0.00569969 -0.017778 0.000208755 -0.00281655 -0.00487424 0.000496711 0.00382802 0.0131256 6.815e-05 -0.00371346 -0.00401814 -0.00344453 0.000518244 -0.00509222 0.00226959 internal_weight=15991.5 422.764 308.079 281.485 114.685 184.212 97.272 3.69554 110.99 147.265 89.245 58.0197 49.2088 14.1635 67.298 35.0453 14.5701 15568.8 1351.5 1108.31 14217.3 1619.1 231.862 12598.2 1338.71 1332.74 1309.15 11259.4 619.737 1387.24 internal_count=120000 23172 20035 19735 3137 4453 15282 66 3071 3461 1869 1592 2322 339 926 1983 318 96828 9943 7502 86885 9114 1630 77771 8829 8792 8673 68942 5923 7484 is_linear=0 shrinkage=0.05 Tree=565 num_leaves=31 num_cat=0 split_feature=516 515 25 429 375 13 256 115 414 98 474 333 503 404 501 512 501 257 513 413 501 477 437 427 440 446 142 95 487 389 split_gain=5.06417 5.94626 6.87383 7.94886 6.62695 6.21571 5.92422 7.54454 6.88192 10.5143 6.29375 5.69345 9.36554 7.50238 17.6934 11.8041 14.9485 11.7983 9.74449 9.2379 14.8113 9.69448 8.88302 9.51191 8.57788 8.25591 7.38014 7.22305 6.46343 10.0501 threshold=2.4689922332763676 1.3402309417724612 0.65071827173233043 1.710890054702759 -0.070267040282487855 -0.073718700557947145 -0.39504326879978174 -0.39218801259994501 -1.1053112745285032 -0.76039651036262501 0.084061343222856535 1.0904718637466433 0.71886974573135387 0.36000458896160131 0.94845706224441539 0.44484388828277593 0.54845437407493602 -0.022866669110953804 0.56673383712768566 -0.20440103858709333 0.5353701412677766 -0.50627753138542164 0.14765609800815585 -0.54635021090507496 -0.53529068827629078 -0.75402483344078053 -0.22217100858688352 0.015119100920856001 0.97559684514999401 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threshold=-0.37139917910099024 1.3943279981613161 -0.53427958488464344 -0.24672295153141019 -0.51165834069252003 -0.65789043903350819 -0.53071361780166615 -0.22048275172710416 -0.62141031026840199 -0.11776933073997496 -0.058241417631506913 -0.76931077241897572 -0.72685328125953663 -0.57363131642341603 -0.80656978487968434 0.58523115515708934 0.14364425837993625 -0.14808475226163861 0.49798716604709631 -1.4674192070960996 -0.606442630290985 -0.41758504509925837 0.23250010609626773 -0.53264760971069325 -1.2853889465332029 -0.60110431909561146 -0.45934242010116572 0.058609493076801307 -0.29245959222316736 2.0548093318939213 decision_type=2 2 2 2 2 2 2 2 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 7 17 5 24 -5 11 -3 -7 -11 -1 14 -6 -9 16 -16 -2 28 -14 -10 -8 23 -23 -4 27 -27 -21 -19 -30 right_child=1 8 4 6 13 9 21 12 20 10 -12 -13 19 -15 15 -17 -18 18 -20 25 -22 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.19986808388468941 -0.018108769585578579 -0.0070419147232585484 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17.280926299281422 216.44921027978125 7.3494374852161846 15.397761011961846 72.372402686320129 88.596864043181995 7.0561365738394661 205.16437791731732 1.9853683538967732 91.240927732273121 1.3288607230642799 leaf_count=25 15759 2386 447 22913 4255 5175 2301 304 860 4023 2328 10234 595 8565 1471 2899 2269 5007 10078 255 4109 86 749 2555 2193 179 4785 19 3136 40 internal_value=-0.000577728 -0.00432863 0.00189881 -0.00789989 0.00669129 0.00256538 0.00104581 -0.00211111 0.00404828 -0.00127084 -0.00831055 -0.0109946 0.000759929 0.0146234 0.00491269 0.00645917 0.0133663 -0.0119192 -0.00631077 -0.00683389 0.0102967 0.00999038 0.0201154 0.0267668 0.0157745 -0.0119118 -0.0148338 0.0199266 0.000219176 0.0118419 internal_weight=3552.44 1413.51 2138.93 991.443 974.922 641.833 306.995 1164 422.072 497.159 266.279 284.663 879.341 333.09 568.917 538.893 271.877 684.448 359.612 310.424 270.261 168.504 95.1196 79.7218 144.674 231.487 212.221 19.2663 223.855 92.5698 internal_count=120000 69979 50021 62624 26986 14166 28604 23035 7355 11526 6351 10259 12776 12820 6943 6639 3740 34020 18261 5833 4969 5691 3390 2641 2640 5238 4964 274 8183 3176 is_linear=0 shrinkage=0.05 Tree=567 num_leaves=31 num_cat=0 split_feature=394 0 397 307 423 460 501 273 401 496 470 476 227 10 507 492 514 466 289 474 439 270 79 242 435 401 422 469 437 358 split_gain=4.46684 8.35141 9.33306 6.33958 9.33466 6.83123 6.95584 5.9677 7.01044 7.00158 8.02472 6.49328 6.33226 5.94566 8.98734 5.80197 6.01385 5.77533 5.57522 5.43218 6.83538 5.19603 5.3074 7.53696 5.28543 8.02446 7.56367 6.61976 5.3665 8.48566 threshold=3.0365682840347294 -0.25342108309268946 -0.33099970221519465 -0.44708955287933344 1.5419726371765139 -0.59506785869598378 0.49798716604709631 4.5172307491302499 -0.73554980754852284 0.13720106333494189 -0.4580318927764892 -0.57535737752914418 -0.087523739784955965 -0.78491342067718495 -0.10285125672817229 -0.48380577564239496 1.0000000180025095e-35 -0.48630671203136439 -0.26375649869441981 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8.16376 8.03983 7.46677 7.67943 8.96492 7.77749 10.4569 9.08584 7.71257 7.46484 8.15488 7.38078 7.37493 threshold=-0.30507026612758631 -2.0695993900299068 0.83624237775802623 -0.55357483029365528 -0.33687326312065119 -0.22969324886798856 -0.0074631276074796906 -0.57762086391448964 0.25512933731079107 4.225701332092286 -0.50285667181015004 0.21843171119689944 0.64904704689979564 1.225690543651581 -0.24383573979139325 -0.685093194246292 0.1379530727863312 -0.59193792939186085 -1.949000298976898 -1.1034272909164426 -1.2745963931083677 -0.8236522078514098 0.57180422544479381 -0.096223134547471986 1.7467907667160036 -0.54623761773109425 0.94958633184432995 -0.041479106992483132 2.4758080244064335 2.0850522518157963 decision_type=2 2 2 2 2 2 2 2 2 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 18 6 15 8 17 12 11 -9 -4 14 -14 16 -5 -7 -2 -3 21 -21 23 25 -25 -22 -23 -28 29 -6 right_child=2 19 9 5 28 7 -8 10 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 22 26 -24 24 -26 -27 27 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46.588239902252099 155.13499118416803 29.077185678062961 113.82864099163271 224.11226687745511 30.781318572175223 2207.9965509092144 364.9583321371465 1067.0290894069913 3015.9924814054975 203.90958408803272 2893.5943932916925 4.4133823465090245 5.8515823808265832 5.5350095446920013 15.282651205692671 leaf_count=1257 29 2298 6693 689 9184 638 10249 643 221 144 2646 264 1068 92 479 1303 189 939 14302 120 12763 1979 8137 21847 1207 20317 61 44 64 134 internal_value=5.97693e-05 0.000678442 -0.0013386 -0.00274651 0.00280947 -0.0043801 -0.00221648 -0.00920044 -0.000813732 0.00190362 -0.0136745 -0.0267577 0.00249087 -0.00814729 -0.00476528 -0.0123357 -0.0219312 -0.00455836 -0.00622459 0.000535026 0.000615024 0.00734722 0.000323284 0.000839108 0.00307032 -0.000568188 0.00519869 0.0470876 0.00724429 0.00653514 internal_weight=14313.3 9925.6 4387.7 3060.33 694.649 2365.68 1633.61 732.069 255.106 1327.37 476.963 102.797 1301.9 170.923 161.31 281.054 125.919 232.393 228.339 9827.02 9794.53 406.005 9388.52 8321.49 3219.9 5101.59 375.223 10.265 466.31 460.775 internal_count=120000 70030 49970 41494 23713 17781 12430 5351 1798 8476 3553 907 8332 1639 1547 2181 878 1577 14331 68773 66475 2204 64271 56134 23054 33080 2084 105 9382 9318 is_linear=0 shrinkage=0.05 Tree=569 num_leaves=31 num_cat=0 split_feature=452 386 331 464 501 514 340 484 503 453 440 403 433 454 276 466 423 434 388 436 213 486 481 503 206 413 428 451 139 87 split_gain=13.099 16.552 14.6871 14.819 14.1988 13.8451 12.5746 12.3088 11.407 11.384 10.9309 10.0356 9.32864 9.07956 8.93494 8.8578 8.57232 8.45007 8.15525 7.01646 6.84116 7.41732 6.49188 6.71451 7.68704 7.86632 6.18988 8.42481 6.14933 6.20602 threshold=-0.63166341185569752 -0.08342729881405829 -0.36610659956932062 0.74827563762664806 -0.076082088053226457 0.91199100017547619 -0.02516477461904287 -1.2008826732635496 0.18761629611253741 -0.32426062226295466 -0.15708098560571668 -0.24250620603561399 -0.44128391146659846 -0.1530906483530998 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1406 124 1214 924 745 646 6970 4652 8136 84 898 2117 1371 internal_value=-0.000557933 0.00118278 -0.0058677 -0.0118823 -0.00725099 0.00302423 0.00109999 0.00149324 0.00259331 0.00654731 0.00998117 -0.00146696 -0.00265157 -0.0153552 0.0133773 0.00363253 -0.00708507 -0.00788251 0.0230143 0.00049623 0.00508741 -0.00159176 -0.0102969 -0.0119009 -0.00831924 -0.00342245 0.0097365 -0.0080841 -0.0105226 -0.00230634 internal_weight=3540.33 2665.59 874.734 469.824 477.167 2188.43 404.91 1907.02 1774.56 899.64 655.487 874.925 244.152 407.646 281.407 458.183 416.742 198.2 129.77 119.062 151.637 108.301 424.501 397.963 306.35 222.399 206.71 39.0887 288.414 128.091 internal_count=120000 92030 27970 12016 33796 58234 15954 50621 46853 14970 9260 31883 5710 10984 7613 10338 21545 4207 4880 2620 2733 1809 23004 22358 15388 10736 11747 982 8834 3488 is_linear=0 shrinkage=0.05 Tree=570 num_leaves=31 num_cat=0 split_feature=287 270 361 286 331 392 237 203 372 512 409 389 408 433 395 83 312 408 340 346 214 317 445 331 466 453 412 454 387 0 split_gain=4.45063 9.1012 8.92602 13.1211 11.7276 9.66476 9.51851 9.70199 9.44728 8.74411 10.3442 9.59902 11.4332 11.3117 9.71847 9.42452 9.7132 9.60544 10.1417 9.36698 9.2448 9.19499 8.62083 8.36483 12.3274 10.3892 12.4447 10.0373 9.92202 9.26093 threshold=-0.23945245146751401 4.1183459758758554 0.30152286589145666 -1.4483057856559751 -0.98345670104026783 -0.054942155256867402 -0.10100387781858443 0.14144213497638705 1.5970935821533205 0.070438712835311904 -0.64660826325416554 -0.39072467386722559 0.75281304121017467 -0.50954437255859364 0.61338362097740184 -0.64043802022933949 -0.58385893702507008 -0.22873824834823606 0.45149442553520208 -0.69716009497642506 0.085255268961191191 -0.48988299071788782 1.4826005101203921 0.43651108443737036 -0.1242593005299568 -0.48343868553638453 0.80986928939819347 0.18828064203262332 -0.29784165322780604 3.2001399993896489 decision_type=2 2 2 2 2 2 2 2 2 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 8 -4 -8 -5 -2 11 15 13 21 22 17 20 18 -11 -19 -17 -13 -14 24 25 26 -12 29 -27 -25 right_child=9 -3 6 4 -6 -7 7 -9 -10 10 23 12 14 -15 -16 16 -18 19 -20 -21 -22 -23 -24 27 -26 28 -28 -29 -30 -31 leaf_value=0.016652154733319803 -0.005802580166090184 0.016511596596321468 -0.0034615444326692515 -0.010521586257949488 0.0021334754740539451 0.0041023476327959876 0.019251450538325804 2.0861175438517618e-05 0.0084566977578691607 0.0016020990410792199 -0.0074156710979678062 -0.0089259771382290878 -0.013885763843943714 -0.0038285818109002772 -0.0004965462408604588 -0.0044104375389744021 -0.015698660118734699 -0.03348831291915607 -0.035158220740885447 0.01686198334307016 0.039119658460556303 0.0089766572283245648 -0.075158268164950026 0.002327065959545353 -0.0075656564051811486 0.01166627054531425 0.0089184411843180097 0.013264603607882822 -0.00099095506870974185 -0.024018738298445683 leaf_weight=142.10923574688059 788.17359138655593 91.702280512545258 1839.3880686989869 484.34871066663618 5310.907322418112 235.77518249299465 95.66096847056906 209.80435608740663 75.467905469238758 52.582014573155902 462.94660490404931 83.139002349227667 199.41453304048628 487.67914973912411 217.01889577938709 72.720811821520329 365.69987889318145 10.138301526312715 28.860964635561686 90.258126522647217 14.530108385719357 508.62623476772569 5.861903488636016 2493.8371805172646 575.76430742742377 336.49999918809044 155.54628153413069 213.60169975506142 285.44485731321038 33.679345731798094 leaf_count=4389 11097 625 14587 4715 36552 4022 1701 1363 354 308 3224 416 836 2788 1068 316 2085 50 159 478 69 2605 19 13689 4601 2750 1084 888 2998 164 internal_value=6.72912e-05 0.000851449 0.000679565 0.0016353 0.00128475 -0.00437415 -0.0021024 0.0060639 -0.00795317 -0.000821333 -0.000233986 -0.00310518 -0.000922294 0.00180277 -0.00789854 -0.00826044 -0.012121 0.00132978 -0.0113905 0.0116995 0.00281798 0.00645193 -0.0156956 0.00111101 -0.00151878 0.0012843 -0.0032989 0.00285526 0.00584991 0.00197309 internal_weight=15967.2 8485.16 8393.46 6248.61 6106.5 795.592 2144.85 305.465 559.817 7482.02 6693.85 2136.53 1501.74 1079.44 422.295 634.79 452.951 181.839 81.443 100.396 87.2509 591.765 205.276 4557.32 1816.2 1240.44 618.493 2741.12 621.945 2527.52 internal_count=120000 68308 67683 50032 45643 9091 17651 3064 5069 51692 40595 11197 7732 5809 1923 3465 2470 995 467 528 385 3021 855 29398 14657 10056 4308 14741 5748 13853 is_linear=0 shrinkage=0.05 Tree=571 num_leaves=31 num_cat=0 split_feature=395 509 428 130 465 383 387 460 321 252 334 228 413 398 484 421 505 477 316 500 347 464 504 422 456 392 70 338 468 461 split_gain=4.95683 9.58687 14.4501 11.739 10.0725 9.6652 9.33559 12.025 8.50844 7.8815 7.52809 6.87529 6.83834 6.66636 6.50656 6.48184 7.19676 10.5331 6.79557 6.14339 6.70551 6.10511 11.3791 9.93079 9.52924 9.14745 10.0211 9.09608 8.95756 17.0938 threshold=2.0481899976730351 -0.14690155535936353 0.79157099127769481 -0.40505719184875483 -0.2528418749570846 1.0000000180025095e-35 0.14826160669326785 -0.50600358843803395 -0.11346099525690077 0.18520493805408481 0.7404925823211671 0.17076673358678821 -0.88227167725563038 2.3335433006286626 -0.24280317872762677 1.8512742519378664 0.41494101285934454 -0.50627753138542164 -0.59887787699699391 0.72237464785575878 -0.36397455632686609 -0.78173023462295521 -0.61055871844291676 -0.059774698689579957 -0.47604249417781824 -0.21078649908304212 0.4020219892263413 1.447562098503113 -0.44569066166877741 -0.75242221355438221 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 6 8 5 9 -4 7 11 15 12 -10 13 -5 14 -2 -3 17 -17 -18 20 -8 22 25 28 27 26 -1 -24 29 -23 right_child=1 2 3 4 -6 -7 19 -9 10 -11 -12 -13 -14 -15 -16 16 18 -19 -20 -21 -22 23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0080255387748710844 0.0020638847048235188 -0.029055189164458747 0.012798950017138261 0.077369216931177612 -0.040352670721174572 0.11084539418408795 0.010573379080824306 -0.021941128801656634 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5.9342943653027751 121.41971415787702 5052.5667730760106 1547.5491389447561 leaf_count=303 429 814 367 13 277 17 539 583 503 24 68 154 122 37 301 35 17 51 130 104 110 1154 6786 31288 10611 4576 75 1144 50844 8524 internal_value=5.70729e-05 -0.00484191 -0.0143622 0.00121705 -0.0192603 0.0191729 0.000195668 -0.00557542 -0.0277336 0.0126227 -0.00436402 0.00267191 -0.00410991 0.00768893 0.0104926 -0.0376094 -0.0678335 -0.092307 -0.0141669 0.0125939 0.016496 0.0002342 0.00245496 -0.00026314 0.00307506 -0.0157256 0.00637649 -0.000523942 0.000927861 -0.00209449 internal_weight=14307.2 498.16 172.662 79.6168 37.0631 42.5537 325.498 221.872 93.0454 14.6784 27.8331 147.38 12.105 121.496 115.118 65.2123 14.1036 9.57291 4.53067 103.625 94.1345 13809 2528.44 11280.5 2445.39 83.0488 29.6812 1048.26 6857.21 1804.65 internal_count=120000 4695 2438 820 436 384 2257 1504 1618 159 571 921 135 767 730 1047 233 86 147 753 649 115305 23495 91810 18541 4954 378 7930 60522 9678 is_linear=0 shrinkage=0.05 Tree=572 num_leaves=31 num_cat=0 split_feature=516 335 428 452 473 156 504 428 410 347 515 398 318 391 319 418 422 460 459 389 429 373 32 434 3 124 444 466 268 503 split_gain=13.1184 16.6539 15.1439 14.8954 15.0512 14.7611 12.7055 12.7017 12.1278 12.1267 11.324 10.4743 9.8827 9.66427 9.52079 9.36976 8.69386 8.65368 7.69998 7.5203 8.3046 7.51783 7.49483 7.35256 7.26594 7.10415 6.97013 6.70861 6.69825 6.68728 threshold=0.29773791134357458 -0.83620905876159657 -0.95361164212226857 -0.33553618192672724 0.32749556005001074 -0.293008342385292 0.46483257412910467 -0.92430627346038807 -0.39120851457118982 -0.22361974418163297 0.69877406954765331 1.3652254939079287 -0.31388393044471735 -0.65987733006477345 1.0500902533531191 -1.1559369564056394 2.9928395748138432 0.16511457413434985 -0.19760639220476148 0.10452634096145631 -1.2958735823631284 -0.89722910523414601 0.51968553662300121 2.3176393508911137 0.043283278122544296 0.28838887810707098 -0.62155604362487782 3.9826930761337285 0.045521326363086707 0.34921188652515417 decision_type=2 2 2 2 2 2 2 2 2 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 19 5 6 7 11 -3 21 16 29 15 -10 24 18 -5 -4 -9 -6 20 -1 27 -14 -21 -11 -23 -12 -7 -22 -2 right_child=10 3 9 4 14 8 -8 17 12 13 26 -13 22 -15 -16 -17 -18 -19 -20 23 28 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.017358734540646636 0.045523564366155289 0.0080050855473029221 -0.018967087827915678 -0.016220641162505312 0.0032970134333965128 0.011708823514448557 -0.010004670726913205 -0.0086825668441829866 -0.0021131202084501903 0.0027924736597337283 0.0085909481463483425 -0.017189979214836552 0.020624343503860866 -0.014078833416765885 0.017266371321344461 0.0102464274447139 0.020692721460469951 -0.024123914987002421 -0.021548684127075043 -0.016026267777325034 0.021355395091225724 -0.015091229225610257 -0.021697407357608778 0.022588873265953172 0.038880075599071862 0.011851479843403264 -0.0051656603998762284 0.13534310685654941 -0.011710383019567163 0.013808383553868587 leaf_weight=22.220432522823103 26.13548399368301 88.244613653689157 366.89311694759817 34.523366436318611 43.495992209325777 28.100538270955443 106.61304641127936 362.8513593931275 105.80933615635149 72.990810867107939 267.20804516463249 38.847019608947448 146.33853964041919 79.783516728071845 28.0900171706744 884.65510055312188 14.159843549830837 121.93487560763606 107.00949531028891 66.418596892384812 93.708318104734644 144.85807483475946 11.071906033437697 14.949636945035307 17.263346051826375 29.146318937360775 139.90789017372299 1.0554402340203513 18.029320785572054 47.656894383369945 leaf_count=346 255 1047 14614 3638 2420 888 1867 13951 3675 1240 5547 3154 5039 4042 1551 20874 203 3085 8250 1032 1101 8961 1344 106 362 1424 4853 12 396 4723 internal_value=-0.000537104 -0.001749 -0.00812601 0.000390203 0.00408518 -0.0040245 0.00634131 -0.00940117 0.00257158 -0.0125205 0.00713496 0.00816643 0.00966125 -0.00138402 -0.00933204 0.00924526 -0.0174752 -0.0125809 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7.03606 threshold=0.78280392289161693 4.4288864135742196 -0.19086391478776929 0.31734326481819158 0.072122722864151015 1.8372444510459902 0.56684064865112316 1.0522464513778689 0.84566250443458568 -0.4161477237939834 0.27707402408123022 0.128732405602932 -0.90533095598220814 -0.18792385607957837 -0.59545826911926258 1.2139067053794863 2.1594371795654301 -0.46309325098991388 -0.85042935609817494 0.15934596955776217 0.46094664931297308 1.6183338165283205 -0.69223403930664051 3.3227703571319585 0.34158165752887731 -0.53310835361480702 -0.45896032452583307 -0.1395367085933685 -0.18500747531652448 0.18299466371536258 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 3 4 5 7 11 -2 13 10 -10 -6 -7 -5 -15 -11 18 -18 20 -20 -4 23 -23 -1 25 28 27 -27 29 -25 right_child=1 -3 16 8 6 12 -8 -9 9 15 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.00023382784484942657 0.0059985284365405957 0.03376960565303274 0.024985544600153942 -0.023817099425847393 -0.019357298366750448 -9.0693148119779073e-06 0.037942761350337327 0.030374417013014056 0.0094989302724052174 -0.020294845992946127 0.091045808581754276 -0.0022589034302429511 -0.072915726252326771 0.031981983477121778 -0.016838877281544901 0.042070869181410876 -0.17151797401311059 -0.0072754985040119685 -0.023356397686965111 5.2913585105360145e-05 -0.034988201251938744 0.022582117644866097 -0.025501224685453273 0.015897153962319898 0.061845142864414837 0.033168824511595064 -0.026281623450565752 -0.049990632183138345 0.041990638477016423 -0.033584385571962055 leaf_weight=14910.487714037336 235.56274999053858 14.810126040712928 15.143781697377564 88.950171665201196 96.279066760354908 7.1168927747057751 9.6897361862065718 40.061493643559515 26.337662251666192 29.640858567305258 4.4737705900333813 151.15259605959 5.430432843975721 10.89873039070517 18.015170949525782 3.811119927559047 1.0830214836169036 1.2989576538384415 86.763815824531775 32.374246487612254 4.5877765610348424 7.4130251118913284 35.541332576685818 42.065322750248015 7.4818480674875891 15.330890674958939 24.018304071694729 4.0086342655122271 17.30797417787835 8.5188348199008015 leaf_count=109051 1753 210 95 592 599 40 86 180 190 244 40 1177 31 63 166 19 23 170 2587 555 31 42 907 422 77 86 311 22 156 75 internal_value=6.45148e-05 -0.00336265 -0.00400529 -0.00198805 0.000704697 0.00771908 -0.00713725 0.00956939 -0.0100736 0.003628 0.0217574 -0.00893746 -0.0322852 -0.0175833 0.001438 -0.0129364 -0.0143496 -0.0878684 -0.0129903 -0.0169586 0.0106828 0.000265757 -0.0170537 0.000315703 0.0105467 0.00699942 -0.00753459 0.0155061 0.0163522 0.00741554 internal_weight=15955.7 883.482 868.672 727.42 545.293 288.172 257.121 275.624 182.127 64.2634 30.8114 247.432 12.5473 117.864 28.9139 33.452 141.252 2.38198 138.87 119.138 19.7316 15072.2 42.9544 15029.2 118.732 111.25 43.3578 19.3395 67.8921 50.5842 internal_count=120000 8851 8641 5180 3866 2004 1862 1933 1314 493 230 1776 71 821 229 263 3461 193 3268 3142 126 111149 949 110200 1149 1072 419 108 653 497 is_linear=0 shrinkage=0.05 Tree=574 num_leaves=31 num_cat=0 split_feature=504 505 506 466 493 471 141 497 384 502 520 504 400 501 67 422 510 499 483 497 508 396 420 305 317 19 438 460 500 284 split_gain=4.94436 4.87454 8.4627 8.08418 6.26496 6.09943 7.18635 7.32365 6.1622 5.86161 5.84801 12.8565 11.2719 9.94462 11.7748 10.0681 8.64432 12.9704 12.1254 11.406 10.9132 12.7767 11.8899 15.0027 10.4999 10.2382 9.98138 9.84778 9.48888 7.90782 threshold=3.3455966711044316 -0.84064537286758412 -0.23902350664138791 5.3297123908996591 0.084354910999536528 -0.4038733690977096 3.6756578683853154 0.25768496096134191 0.27509936690330511 -0.24101961404085157 0.16403650492429736 -0.55611959099769581 1.0404293537139895 0.1930985823273659 0.020915619097650055 -0.56764787435531605 -0.33879895508289332 0.40685525536537176 -0.45872002840042109 0.32972051203250891 -0.25699196755886072 0.10135179385542871 1.6338371038436892 0.27889759838581091 -1.1147981286048887 -0.53937816619873036 -1.0536963939666746 -0.095828458666801439 -0.23124419152736661 -0.76438233256340016 decision_type=2 2 2 2 2 2 2 2 2 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 9 6 7 -1 -7 -4 16 -12 13 14 -13 -15 17 18 -3 28 22 26 27 -24 -23 -21 -22 -18 -19 -14 right_child=-2 10 4 -5 -6 8 -8 -9 -10 -11 11 12 29 15 -16 -17 20 19 -20 25 21 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0033703929884799965 -0.040558019056942604 0.015822528807111467 0.060376055623978714 0.16532990954375118 0.038848026019077171 -0.004300677685937138 0.08750166322503658 0.021781976839788872 -0.032282780897946416 -0.023681873248377148 -0.024362057935818953 -0.015662326848955025 0.001293167139848354 0.010121467541318992 0.0072268899365985507 0.0026373956315355993 -0.00063771574553997358 0.0085087829329608487 -0.024921574531265808 0.040314548897627846 -0.035428625504992456 -0.027356992082105548 0.00063489840542415893 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0.00412063 -0.00886137 -0.0216436 0.000230899 0.00223188 0.002651 0.00355558 -0.00631733 0.00451282 -0.000293853 0.00185392 -0.015591 0.00242064 -0.00120692 -0.00321856 0.000545511 -0.0110623 -0.0139011 -0.0214263 -0.0023864 0.00116613 0.00279743 -0.00829446 internal_weight=14300.4 14293 378.823 286.671 92.1519 286.045 140.081 137.538 145.964 87.7985 13914.2 2892.74 2848.14 2631.21 232.051 2399.16 11021.4 3286.08 103.032 3183.05 7735.33 3602.61 4132.72 209.25 259.812 49.2187 3342.79 3923.47 3133.83 216.93 internal_count=120000 117188 21999 21231 768 21227 1704 1686 19523 750 95189 24319 22201 20626 3071 17555 70870 13696 436 13260 57174 28232 28942 1193 1943 232 26289 27749 13028 1575 is_linear=0 shrinkage=0.05 Tree=575 num_leaves=31 num_cat=0 split_feature=499 499 272 410 278 323 505 404 256 283 392 502 508 462 44 284 418 497 329 494 391 395 516 175 286 100 455 336 514 239 split_gain=12.8879 15.9121 12.9281 12.2668 14.7199 12.588 11.3848 14.5016 10.7835 11.1925 10.5866 10.3904 10.2789 10.2766 9.74727 9.58976 9.46572 8.67483 8.16788 8.08629 8.06743 7.44078 7.40064 7.09965 6.29782 6.66723 6.16672 6.0339 5.91241 5.90587 threshold=0.44043914973735815 0.42896905541419988 2.0310742855072026 -0.59360575675964344 -0.4086994975805282 -0.24712496995925901 0.53990244865417492 -0.67285192012786854 -0.35069508850574488 -0.47765401005744929 -0.92975586652755726 -0.29580022394657129 1.2598964571952822 -0.49196727573871607 -0.23719408363103864 0.02622929867357016 0.95175808668136608 -0.8809329867362975 -1.0645694136619566 0.078814215958118453 -0.38896103203296656 0.10687665641307832 0.54629918932914745 -0.6279635727405547 0.85059356689453136 0.33791247010231024 -0.6989530324935912 0.93361419439315807 0.91199100017547619 0.099566880613565459 decision_type=2 2 2 2 2 2 2 2 2 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 8 6 16 7 14 9 15 -9 21 26 17 -5 22 -6 -7 -11 -15 -17 23 -2 -1 25 -4 -13 -20 -28 -18 right_child=2 -3 24 4 5 13 -8 10 -10 18 -12 12 -14 19 -16 20 29 -19 27 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.031797193071193684 -0.012208917126128574 -0.023386979130128879 0.024770033019712295 -0.00023333708139349334 -0.0083135702384850158 -0.027667399693632518 -0.016706394679600882 0.010089642366616879 -0.014501721693647994 0.043402539669071843 -0.0087518062977432112 0.0072246606827837739 0.046490725491227791 0.0067573690401054381 0.015200347931537038 0.023450220101484755 0.0058227005986029616 0.0028694687423689012 0.0092598433529881702 0.017828789197037755 -0.015897558370171108 0.033965733606039161 0.018183088688597217 0.014215503963149329 -0.045148311357334298 -0.013764818271179039 -0.024445748240431761 -0.012645439590129716 0.0029887962434594654 0.043627250329856801 leaf_weight=11.753912743937688 304.72900156975084 131.35917491633882 89.910779239813564 231.08802746492438 220.52086125747883 27.282322357175872 122.37235187791521 88.225379042909481 230.81575654647895 14.706930597225435 471.80947073179414 31.531823036246351 7.7983008164592311 373.867271151772 182.575051587075 42.319496596377576 58.323956720356364 153.46397573433933 154.5917302188027 298.3605576067348 18.564543395070359 28.888804695787258 21.225501401277143 28.498019474500325 3.7141657513566306 12.58357822432299 80.913137703551911 39.204945693272748 25.484080735594034 12.597000508219933 leaf_count=574 5315 26143 1431 3148 6389 431 5585 1275 6813 336 8684 1237 676 5930 1710 509 1144 2111 3896 8902 364 968 333 19613 42 476 3765 1105 880 215 internal_value=-0.000523715 -0.00968283 0.000474441 -0.000118171 0.00180045 0.00576772 -0.00233739 -0.000524862 -0.00532699 -0.00175969 -0.00577341 -0.00127458 -0.00886826 0.00883426 0.00656844 -0.00679912 -0.00319003 -0.00172495 0.00756483 0.0116806 0.0113641 0.014648 -0.0102095 0.000609986 0.0176165 0.0199814 -0.0120658 0.0047984 -0.0178311 0.0126599 internal_weight=3519.08 346.227 3172.85 3066.64 2240.49 1144.42 1096.07 973.698 826.158 595.342 560.035 214.868 145.727 852.974 413.663 386.839 291.442 180.746 208.504 672.228 60.884 69.1407 325.955 40.2519 106.209 102.494 137.929 193.797 106.397 70.921 internal_count=120000 53856 66144 64195 45524 25122 20402 14817 18671 11858 9959 27713 6558 17374 4858 6521 7748 2542 5337 14832 873 21155 5648 20187 1949 1907 5882 5001 4645 1359 is_linear=0 shrinkage=0.05 Tree=576 num_leaves=31 num_cat=0 split_feature=242 110 42 509 443 332 278 509 279 336 504 361 99 99 441 264 352 202 501 28 98 405 466 515 3 395 460 56 388 474 split_gain=4.26356 6.92149 13.6447 10.4221 10.2289 10.3766 9.92367 8.76738 13.13 12.3505 9.14087 8.45946 7.85642 7.83416 12.2856 8.0222 7.81629 7.63739 7.56626 8.36696 8.12498 11.3212 9.92676 7.82744 6.94774 8.97579 6.73055 8.09065 6.69411 6.5291 threshold=-0.055351829156279557 -0.5282197594642638 -0.15647521615028379 -0.49890613555908198 -0.81360891461372364 1.4460153579711916 2.4337736368179326 0.53641155362129223 -0.30280099809169764 0.094991594552993788 -0.55611959099769581 0.30152286589145666 0.64306810498237621 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0.0024873015524705501 0.023098750614260592 -0.026725435979687691 -0.0039027540971532169 0.027151430123769488 -0.0097680800986253476 -0.0014879747595024223 -0.0037190980307814595 0.036935590670410134 -0.027152169884036528 0.0050780685226640906 0.014971213266869258 0.0057983200860959134 0.10432102109577522 0.0011803208930093066 leaf_weight=11457.140423459692 95.177116504783044 28.656804503538297 111.53036377060198 1249.7537217241479 181.8697870656033 6.6785323793155857 36.631400243146345 44.735905911657028 145.82159057669924 185.17646888384479 761.93352117494214 7.4131545861891919 2.1466455695044715 388.7348788677773 3.3298718282021573 51.024185135276639 43.929756409052061 37.762469972571125 36.684394356911071 52.01229190651793 129.56633175844036 30.7219542752282 223.0991285876662 22.891996873368043 27.60725796938641 97.534516965977673 98.666217723402951 234.13385826353624 4.0542336192593211 151.33275708126894 leaf_count=81665 388 164 732 7251 1689 36 262 420 1384 1630 4511 85 27 3852 23 771 232 262 477 574 1028 3106 2395 93 208 692 1354 3834 28 827 internal_value=6.39e-05 -0.00124158 -0.00371168 0.00031683 -0.00851436 -0.0112776 -0.00026393 -0.000627534 0.00267173 -0.0057048 0.00611532 0.0237473 -0.00999794 -0.0124265 -0.00376216 -0.0160623 -0.00316229 -0.00457827 0.00036902 0.0142614 -0.00107522 -0.00641166 -0.00983865 0.0148632 0.00304587 -0.00200825 0.00339532 0.000237965 0.054081 0.00614638 internal_weight=15947.8 4490.61 1738.36 2752.25 799.05 645.251 2657.08 2620.45 1137.67 330.998 806.669 20.2926 9.5598 624.959 185.2 439.759 1482.78 1287.52 939.307 88.6967 850.61 388.243 334.629 53.614 153.799 125.142 462.366 363.7 10.7328 195.263 internal_count=120000 38335 21168 17167 7575 6511 16779 16517 7945 3014 4931 176 112 6335 1712 4623 8572 7513 13593 1051 12542 6326 3127 3199 1064 900 6216 4862 64 1059 is_linear=0 shrinkage=0.05 Tree=577 num_leaves=31 num_cat=0 split_feature=292 503 407 506 338 18 333 507 159 346 140 475 91 491 498 483 430 66 482 168 464 240 11 468 502 501 397 451 86 493 split_gain=4.932 8.63259 11.2888 13.6333 11.0339 10.0095 9.38959 14.9932 9.84184 10.2818 9.25871 9.07137 9.08152 7.74027 7.43327 7.7784 6.69866 7.41386 10.5089 6.76579 6.6501 6.53138 6.51646 7.39415 7.14563 6.31683 13.1819 9.45279 9.30547 8.86466 threshold=-0.33880691230297083 0.33188089728355413 0.52085834741592418 1.1283658146858218 -0.95616731047630299 -0.16748739033937451 3.4851319789886479 -0.30963255465030665 3.0839898586273198 -0.91915911436080922 -0.18188066035509107 -0.15102905780076978 1.6844284534454348 0.98201632499694835 -2.392674326896667 -0.48550996184349055 -0.9858955144882201 -0.77424803376197804 -0.61038118600845326 -0.4209106564521789 -0.42265069484710688 -0.13018464297056195 -0.16510187089443204 -0.37653036415576929 1.6975775361061098 0.17654582858085635 -0.33099970221519465 -0.025332888588309285 -0.15791706740856168 -0.15664263069629666 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 11 16 6 8 -8 20 -10 22 -2 13 -13 15 -1 -3 18 19 -18 -6 -19 24 -24 -7 26 27 28 -16 -29 right_child=1 4 -4 -5 5 10 7 -9 9 -11 -12 12 -14 -15 25 -17 17 21 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.064347659616437097 -0.0058927123140822858 -0.032185196109514903 0.0014545265080031971 0.015986031014991488 0.00487030195034646 0.022124907267602564 -0.010065576937952131 -0.15048728156537028 -0.1148561240634835 -0.017266692560926122 -0.0016212304430484022 -0.027826481581711138 0.015794840561652614 -0.0072218925900050723 0.0020784143259845247 0.021986488082217454 -0.11277266552446351 0.014882809767283593 -0.0080540468731147355 -0.022135221337320387 -0.0032313046610014436 -0.028235211472322226 0.01512895643771324 -0.002678674774789632 -0.013804189668407799 0.00091059433915175098 -0.0087988865651009007 0.026727040265531667 -0.015916013622056201 0.0031722490885081689 leaf_weight=2.6102630477398625 904.72863406379474 34.623952142806957 623.82934475703223 61.715817820644588 431.21498997078015 155.39324654142547 6.8388354554772377 2.5905498787760717 3.4531730541493735 12.198574457361245 200.99328831437742 127.38886214546801 18.743962851993274 72.252655679847521 314.15243806157378 57.793202679153183 4.5803027153015137 41.514008039783221 26.982432764125406 4.0726141172926855 613.49433832116483 10.985178732080383 113.68618752204929 118.67862660357787 14.947139384450564 9523.8179495084478 527.46726150581526 63.804661425529048 92.937055460002739 108.15785820792371 leaf_count=10 6355 403 4575 470 5285 1095 60 32 30 148 2023 8591 147 10587 1658 514 27 519 261 49 3745 285 1115 1127 165 60574 8729 271 413 737 internal_value=5.50542e-05 -0.00154386 -0.00398264 -0.00684948 0.000909075 0.00197334 -0.000927452 -0.0503429 -0.000478599 -0.0397073 0.00712131 -0.00811007 -0.0172664 -0.0204018 0.000594683 0.0180728 -0.0135485 -0.0061422 -0.0237383 -0.0714244 0.000108081 0.005729 0.0114965 0.00601509 0.0189366 0.00049473 -0.00307986 0.00212167 -0.00202027 0.0119515 internal_weight=14295.6 3604.91 1808.66 1184.83 1796.25 1673.49 1069.79 9.42939 1060.36 15.6517 603.698 1123.11 218.385 199.642 10690.7 60.4035 122.758 88.1345 35.6353 8.65292 1044.71 52.4992 402.705 232.365 170.34 10630.3 1106.52 579.052 407.089 171.963 internal_count=120000 47094 30725 26150 16369 14825 9300 92 9208 178 5525 25680 19325 19178 72906 524 1544 1141 337 76 9030 804 3502 2242 1260 72382 11808 3079 2071 1008 is_linear=0 shrinkage=0.05 Tree=578 num_leaves=31 num_cat=0 split_feature=400 438 430 501 336 323 410 397 501 454 469 506 264 507 504 346 506 431 284 505 77 494 398 286 334 404 425 83 438 430 split_gain=12.5777 16.8482 14.4572 23.0843 14.2213 14.2353 13.5083 11.3248 10.6686 13.0446 10.781 10.3089 9.96898 9.01206 8.41043 8.23 7.6447 7.52957 7.50329 7.42832 7.34245 7.21528 7.15594 6.31669 6.28166 6.10239 6.07744 5.96579 6.433 7.16139 threshold=-0.96729037165641774 1.7772035002708437 -0.37812696397304529 -0.076082088053226457 0.038676386699080474 0.52432879805564891 -0.42451976239681238 0.054269246757030494 0.45997498929500585 -0.25743886828422541 0.57887905836105358 0.58245709538459789 -0.10316060483455657 -0.67530030012130726 -0.35597157478332514 0.91073539853096019 0.6671549677848817 0.79110378026962291 -0.63777896761894215 -0.57144707441329945 -0.42500618100166315 0.28200867772102362 0.83240947127342235 1.0857952237129214 -0.66733530163764943 -0.65993720293045033 -0.35743145644664759 -0.16381021589040753 3.3354523181915288 0.049260713160038001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 4 13 5 6 16 17 9 -9 -10 -1 18 19 -3 -8 -2 21 -6 26 -21 -5 23 -7 -20 -19 -4 -16 29 -29 right_child=1 14 3 7 12 22 15 8 10 -11 -12 -13 -14 -15 27 -17 -18 25 24 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.01364724202259633 -0.0075650147834006509 0.033581224078237895 0.11815742345048499 -0.022773641395166851 -0.01459036377212415 0.021671739160104581 0.0090528936737933226 0.013097543432752851 -0.013300443076228248 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57.171675331221195 23.275625420734286 58.599279617614229 leaf_count=7027 11159 713 101 10225 4546 2836 10883 4176 18155 2440 183 924 5193 5134 2048 976 1430 501 1154 57 697 3132 442 618 5861 1421 15292 668 306 1702 internal_value=-0.000516288 0.00048189 -0.000666888 -0.00585461 0.00175795 0.00504148 0.0023854 -0.00877337 -0.00356404 0.00363607 -0.0116708 -0.00948342 -0.00377569 0.0157544 0.012083 0.00704083 -0.00494762 -0.0155347 -0.0068173 -0.00179583 -0.0134825 -0.0183211 0.0159787 0.0176957 -0.0025894 0.00365243 0.0348511 0.00860936 0.0154241 0.0105235 internal_weight=3507.84 3156.06 2871.39 915.239 1956.15 1228.25 988.721 806.584 456.083 241.251 214.832 351.78 727.903 108.656 284.67 605.194 383.526 350.501 573.416 43.401 33.0584 306.287 239.529 230.598 371.907 44.2139 10.3427 245.393 139.047 115.771 internal_count=120000 112049 106612 61514 45098 28344 24448 40233 24954 6616 18338 7951 16754 21281 5437 11859 12589 15279 11561 16147 754 13357 3896 3454 7015 1922 15393 4724 2676 2370 is_linear=0 shrinkage=0.05 Tree=579 num_leaves=31 num_cat=0 split_feature=237 23 133 24 439 338 411 425 79 430 54 36 384 199 397 168 312 510 14 453 375 54 256 91 518 370 394 181 36 490 split_gain=4.20907 7.15084 7.16241 5.57179 5.10367 5.16186 4.77341 4.80022 4.59072 7.47199 6.64111 6.80616 7.8886 8.54422 7.62309 7.13231 6.57938 8.15428 10.1656 9.05587 8.52875 10.7108 7.784 7.98296 7.77483 7.60337 6.9308 6.88339 6.85717 6.51982 threshold=7.2368314266204843 0.20244252681732181 3.5998945236206059 6.3921895027160653 -1.1132025122642515 -0.82579970359802235 0.05442913435399533 -0.23776986449956891 -0.057965964078903191 3.5029891729354863 1.533781170845032 0.36073334515094763 1.067134737968445 -0.7936946153640746 -0.76319488883018483 -0.03635702654719352 0.0091297128237783926 0.36708050966262823 0.16992831230163577 -0.62808072566986073 0.54820767045021068 0.5545717477798463 -0.058207985013723366 -0.43516442179679865 -0.39101579785346979 0.25076027214527136 -0.23174186050891873 0.658644199371338 -1.2094517350196836 -0.40260647237300867 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 4 6 -4 -2 -6 -3 -8 9 -1 16 12 13 -12 -13 -14 17 20 19 -19 28 -22 23 -18 -20 -25 27 -24 -10 -16 right_child=1 2 3 -5 5 -7 7 -9 10 -11 11 14 15 -15 29 -17 22 18 24 -21 21 -23 26 25 -26 -27 -28 -29 -30 -31 leaf_value=0.00061891659349595492 -0.071726033489447338 0.057184291957093826 -0.010037258122897807 0.041961318787673729 0.025045932489833018 -0.032599072372757894 -0.037929533351648378 0.048231456538363388 0.0099517060613321731 -0.013883915562515343 -0.063365501482934572 -0.021032738523395787 0.10278608473068254 -0.0023405292006476743 0.029452153470362598 -0.0040726336159482186 -0.032283227212527778 -0.018483548325259072 0.017641137536313849 0.00042101281867253136 -0.022704191207585399 0.018523053995227638 0.015033056960624076 -0.0095988491200006271 0.0039375992307109373 0.0011293238428661896 -0.003623262758472716 -0.064434472563221323 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0.00292878 -0.00391692 -0.002662 -0.0158893 -0.00508491 -0.00750792 0.00646809 -0.00653791 0.00205208 0.0127579 -0.00172351 0.0174504 internal_weight=15938.2 66.5307 48.0942 25.3694 18.4365 15.3913 22.7248 6.23998 15871.6 11810.5 4061.12 164.57 30.9721 24.6377 133.598 6.3344 3896.55 2773.01 1048.18 356.743 1724.83 113.812 1123.54 839.296 691.432 807.989 284.246 98.7406 1611.02 119.374 internal_count=120000 463 350 186 113 97 164 44 119537 83001 36536 1068 216 170 852 46 35468 24868 8138 3304 16730 1877 10600 8044 4834 7682 2556 1031 14853 759 is_linear=0 shrinkage=0.05 Tree=580 num_leaves=31 num_cat=0 split_feature=452 124 510 460 501 515 261 407 14 482 497 502 305 481 338 500 424 371 503 414 252 373 330 159 98 365 387 481 380 323 split_gain=4.74816 9.0445 11.5843 12.7017 9.71883 10.7993 9.20024 8.98488 8.79397 8.75247 9.84487 14.1931 16.0618 11.9361 11.1109 10.0371 10.9003 12.2975 10.7263 12.6513 9.24721 8.92606 8.64746 10.6496 8.63415 9.19083 8.57106 11.9366 11.4699 9.72633 threshold=-0.24793565273284909 -0.14926829189062116 -0.72200605273246754 0.27682431042194372 0.18478896468877795 -0.32332941889762873 1.0803481936454775 -0.88656100630760182 0.1207556612789631 0.46569287776947027 -0.24795303493738172 0.89833432435989391 -0.21605242788791654 -0.50759124755859364 0.99950578808784496 -0.31132781505584711 0.7959679663181306 -1.0561285018920896 0.93829762935638439 -1.0552222728729246 -0.21797697991132733 -0.54694408178329457 -0.26410305500030512 -0.47993046045303339 -0.8504863679409026 1.6369274854660036 -0.95089116692543019 -0.16966257244348523 0.32323460280895239 -0.64727202057838429 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 4 3 -3 5 7 8 -2 -5 10 11 13 -13 -1 15 18 17 -17 19 -12 -15 26 23 -14 25 -4 -11 28 -28 -30 right_child=1 2 24 6 -6 -7 -8 -9 -10 21 14 12 22 20 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0049614031538913524 0.024562127980844436 0.0098993158667517525 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114.9368026588927 1242.0959065657225 388.19269796663139 1324.958641039877 163.80617312112008 43.138167286728276 2748.4137373957856 30.617469742690446 371.25489465030842 3.5126564329257226 7.1919995844364157 79.667839166708291 leaf_count=905 206 1590 3075 961 25681 3245 1635 2498 468 610 562 498 81 4843 3547 2348 677 8574 528 7330 15349 9427 762 210 21738 169 1981 25 30 447 internal_value=5.42034e-05 -0.000766866 -0.00253933 0.00409742 0.000850419 -0.00711537 -0.00568286 0.00116431 -0.0133618 0.00106581 -0.000130344 0.00357993 -0.00561276 0.00659499 -0.00160114 -0.00273172 0.000425254 -0.000960525 -0.00555295 -0.00678423 0.00927055 0.00391952 0.00191439 0.0192153 -0.00369884 0.00266623 0.00916576 0.0121144 0.0113856 -0.00492294 internal_weight=14289.3 7884.77 3763.36 559.034 4121.41 350.053 207.831 184.81 135.726 6404.57 4511.77 1279.79 315.651 964.139 3231.98 2814.34 1327.35 1213.3 1487 1372.06 783.252 1892.8 218.041 54.2349 3204.32 455.908 567.845 461.627 458.115 86.8598 internal_count=120000 61266 29636 4654 31630 5949 3064 2704 1429 58734 46214 22648 1551 21097 23566 20019 11599 10922 8420 7892 20192 12520 1053 291 24982 3244 3093 2483 2458 477 is_linear=0 shrinkage=0.05 Tree=581 num_leaves=31 num_cat=0 split_feature=516 512 503 292 404 441 490 343 516 504 522 423 148 450 395 503 501 451 477 501 425 303 462 413 484 464 286 438 521 497 split_gain=12.657 16.2589 16.0243 15.5862 15.2355 14.3658 14.0541 15.2635 13.3366 14.4466 12.7342 12.952 11.745 11.0975 11.3456 10.9654 10.7361 10.5585 9.93861 9.41192 9.12817 9.01057 8.85257 8.72226 13.5954 8.35603 8.15438 7.61431 7.37115 8.8554 threshold=-0.23225586116313932 0.40082775056362158 -0.015627991408109661 -0.56640544533729542 -0.92384254932403553 0.74125564098358165 -0.42280015349388117 -0.79406419396400441 -0.031592320650815957 -0.1471135541796684 0.18294208496809009 -0.7462082803249358 -0.16758856922388074 -0.72694772481918324 -1.0046135783195493 -0.38590525090694422 0.31262405216693884 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internal_value=-0.000508414 0.00158408 0.00012706 -0.00483013 0.00804905 -0.00228099 0.00106437 -0.00768062 -0.00053966 0.00282868 0.00314371 0.0187125 0.000748713 -0.00751861 -0.017883 -0.010613 -0.00229923 0.000240408 0.0081731 0.0210573 -0.00860123 -0.00170187 0.013447 0.0173368 0.0629977 -0.00583531 -0.0201243 -0.0153034 -0.0149807 -0.00167718 internal_weight=3497.07 2355.49 2098.29 1141.58 489.566 1608.73 564.945 252.999 1417.15 955.383 374.564 97.203 857.874 461.766 165.61 576.633 277.361 165.162 311.946 97.5089 110.649 296.156 257.194 151.792 9.75277 245.93 67.3669 182.77 411.471 83.7804 internal_count=120000 51133 39381 68867 4832 34549 45118 17635 29888 17197 4148 1310 14707 12691 3910 23749 2838 2129 27483 2490 1326 8781 11752 10730 2104 2573 787 14452 21620 2583 is_linear=0 shrinkage=0.05 Tree=582 num_leaves=31 num_cat=0 split_feature=456 505 513 316 505 50 305 474 272 512 106 53 259 405 424 254 476 459 378 376 69 394 429 505 95 36 458 505 338 412 split_gain=4.18278 9.12326 8.38369 13.4565 12.3242 16.5006 9.57314 9.08894 9.67263 8.54951 8.49654 9.45972 8.60082 8.62164 8.29884 8.15269 7.9821 7.96341 7.77703 7.69985 10.3448 7.61676 7.4476 7.37295 7.35821 7.30138 7.28877 10.7552 8.82288 10.4568 threshold=-0.11638656631112097 1.3645501732826235 0.27685655653476721 3.0939656496047978 0.14260303229093554 -0.38724119961261744 -0.63926872611045826 -1.0892496109008787 0.96832573413848888 1.084861755371094 0.070306587964296355 1.1766595840454104 -0.58006942272186268 0.94637945294380199 0.61820366978645336 0.53082585334777843 -0.51944509148597706 -0.10485017672181128 -0.8148396611213683 -0.24476715922355649 -0.16814067214727399 0.14350870251655581 -0.33593030273914332 -0.42628845572471613 0.077141989022493376 0.082885906100273146 -0.32580317556858057 0.67766588926315319 1.6686334609985354 -1.2590423822402952 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 4 7 10 16 -7 -4 14 -5 12 24 18 -14 -9 -8 -6 26 -2 21 -21 -3 -23 -19 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656.33058257796802 148.68824008386582 7.4999867901206008 272.33240767448297 20.656027506614919 492.85830726419226 55.261445911113697 582.34756319207372 59.218796691275202 277.60474098927807 87.969114238847396 105.67042470503657 26.624772981158458 20.593277510575717 7.5938464163918971 38.518632531486219 625.0818021758605 87.758444552106084 291.59939177462365 1080.4142714524714 136.55579660445073 8.6211518393829447 90.217483250307851 leaf_count=63228 494 448 238 538 157 1558 1696 2942 903 29 6506 2056 2970 1683 3251 385 1429 907 602 264 151 115 575 3583 9416 1561 8317 3283 29 686 internal_value=6.10048e-05 0.00149335 0.00105332 0.00382829 -0.00096428 -0.00479391 0.00207362 0.00520369 0.0060346 -0.0117045 0.00275027 0.00878718 -0.000446592 0.00259026 0.00748285 -0.0017706 -0.0104189 -0.000396992 -0.010293 0.0149603 -0.000737368 0.0249597 0.0375015 -0.0055222 0.0106862 -0.0114492 -7.46929e-05 -0.00357404 -0.00511524 -0.0194191 internal_weight=15931.7 3862.56 3740.81 1575.83 2164.98 1066.63 479.898 1448 1387.37 127.829 1098.35 380.747 717.607 548.12 1238.68 369.705 586.729 12069.1 169.487 121.752 47.2181 74.5337 46.1125 713.051 360.091 569.204 11356.1 1315.81 1179.25 98.8386 internal_count=120000 39967 38414 7901 30513 6786 3639 7334 7096 567 23727 17978 5749 4653 6193 2081 3147 80033 1096 1553 415 1138 690 4490 15922 2990 75543 12315 9032 715 is_linear=0 shrinkage=0.05 Tree=583 num_leaves=31 num_cat=0 split_feature=345 262 179 263 264 409 422 424 437 410 510 424 357 199 410 350 411 279 501 311 202 308 501 337 363 391 256 139 331 391 split_gain=4.76151 7.46663 7.51042 6.90673 6.57102 10.7982 10.1892 11.1875 10.5158 8.49407 13.799 10.8449 9.21678 10.6148 9.28111 8.98234 8.86247 8.67074 10.0836 10.6742 8.67533 10.2703 8.09547 10.7703 7.98951 7.64196 7.59743 8.19189 7.58575 7.43966 threshold=3.2938261032104497 0.59812951087951671 -0.10973363742232321 1.061240077018738 -0.07339147105813025 1.0367093086242678 0.042529163882136352 1.9464251995086672 1.4915469884872439 1.6872659325599673 0.50481837987899791 0.29822942614555364 0.49896419048309332 -0.38371805846691126 -0.81216415762901295 0.79204922914505016 6.35343360900879 -0.64536863565444935 0.78576651215553295 1.7927054166793825 -0.1939514875411987 1.0269228816032412 0.65755873918533336 3.0682406425476079 1.2835146188735964 -0.19543898105621335 2.643011331558228 0.30142438411712652 1.7239187359809878 -0.43826422095298762 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 9 6 8 -8 26 11 22 12 13 14 -1 -15 24 18 19 -13 -19 -22 23 25 -14 -11 -6 -28 -9 -24 right_child=1 -3 -4 -5 5 -7 7 28 -10 10 -12 17 16 15 -16 -17 -18 20 -20 -21 21 -23 29 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0016547276442178856 -0.0039845297434169136 -0.04295253599371842 0.023527417100456072 0.026299840816382886 -0.0014229303696729916 0.0029298527195793442 -0.014299166585389645 0.0097636788275899389 -0.019675586524687948 -0.0037954162186119621 -0.014180486722073525 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59.661916055483744 leaf_count=2460 473 77 292 94 22692 4230 3923 567 3652 1687 1440 7357 31053 16884 9874 815 77 3363 3087 348 1460 288 180 27 893 1899 390 21 56 341 internal_value=5.40224e-05 0.00798683 0.00996247 0.00221363 -5.06556e-05 -0.00271441 -0.00511786 -0.0106886 -0.00183328 0.000386389 -0.00365417 0.00082059 -3.51047e-05 -0.00192334 -0.00481369 0.000582123 0.00141039 0.00371542 0.00170855 4.04314e-05 0.00805149 0.000901225 -0.000856794 0.000711335 0.00127134 0.00128119 -0.000150079 0.0185069 0.00426161 -0.0147139 internal_weight=14287.2 186.597 179.802 114.742 14100.6 1988.96 1395.59 516.999 878.589 12111.7 1174.05 10937.6 8440.91 3661.44 1701.01 1960.42 4779.47 2496.71 1707.65 1437.84 789.061 276.902 928.011 833.43 4760.04 825.4 803.199 50.9603 100.297 94.5804 internal_count=120000 936 859 567 119064 35531 31301 4546 26755 83533 5574 77959 62056 30033 12334 17699 32023 15903 10792 7705 5111 1748 4134 3613 31946 3586 23103 411 623 521 is_linear=0 shrinkage=0.05 Tree=584 num_leaves=31 num_cat=0 split_feature=392 483 491 501 465 516 512 444 481 278 506 316 439 421 445 467 332 98 507 425 513 506 511 430 516 400 418 284 192 512 split_gain=12.5253 17.909 15.6716 15.5583 15.0702 13.8836 16.7012 13.2041 12.7691 12.0067 12.6415 11.2052 9.37329 10.1411 9.01509 8.78751 8.55722 9.20225 8.52969 9.4339 8.16296 7.98935 7.49172 7.43454 9.11506 7.762 7.24006 9.07975 7.68981 7.13178 threshold=-0.50417414307594288 -0.047571377828717225 -1.0873744487762449 -0.063402760773897157 -0.23217492550611493 0.14369950443506244 0.64378696680068981 -0.61273327469825734 -0.21378748118877408 -0.27834394574165339 -0.14894245564937589 -0.46987965703010554 -0.45674438774585718 -1.5011387467384336 0.42581468820571905 -0.40619839727878565 2.0404455661773686 2.6124583482742314 0.58362576365470897 0.11141213774681093 1.1822697520256045 0.46627254784107214 -1.0033556818962095 -0.046602195128798478 -0.34260475635528559 -0.53134268522262562 -1.1422173976898191 0.11301076412200929 -0.38539186120033259 0.34792540967464453 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 14 16 6 9 15 12 10 -4 -11 13 22 -2 -8 17 29 19 -7 -14 -20 -6 24 -5 -26 -10 28 -28 -1 right_child=1 2 5 23 8 18 7 -9 26 11 -12 -13 20 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.0046488830120116403 0.027486715834328154 -0.011499681828446521 -0.012013231180513975 -0.024239471748075725 0.060120841508393065 0.01457380530313436 -0.011777902757103997 -0.022771211871795313 -0.012041028300288916 -0.0036531517860519365 0.012603254567606907 0.021597128747210762 -0.0079249790981092191 0.0096864284868975054 -0.0044917336715523202 0.0096870163465013308 0.024783889550758734 0.0318557234266761 -0.0090772964166105797 0.045792317641191425 0.025018503905335596 0.016038841627975239 -0.026556769101763279 -0.019752385151924731 -0.015556457903693886 -0.0010600555971097209 -0.0027525362428353151 0.040552682909044478 0.022286360702787493 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6.79477 6.74046 8.47286 threshold=-0.60239678621292103 -0.048225194215774529 6.0755991935729989 -1.058640658855438 0.14264578372240069 0.37424838542938238 2.5933753252029423 -0.12035897374153136 0.50882604718208324 -0.30039496719837183 0.0066884367261081943 0.33961386978626257 -0.07123206183314322 -1.0084697008132932 -0.85172757506370533 4.663032293319703 -0.44433328509330744 -1.7361738085746763 -0.34813320636749262 -0.38026393949985499 -0.11344654113054274 3.4424835443496709 -0.21241696178913114 0.48223732411861425 -0.074424531310796724 1.7594229578971865 2.7043696641922002 1.8308646678924563 -0.17434681206941602 0.88376206159591686 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 8 7 15 17 10 11 -10 -11 14 -9 16 -7 -1 -14 20 22 27 25 26 -25 -6 -21 -22 29 -19 right_child=1 3 -4 -5 19 6 -8 13 9 12 -12 -13 18 -15 -16 -17 -18 28 -20 23 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.011467316313269737 -0.0008790526559280371 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1364.4445482209558 34.777590984245762 147.54405904375017 101.4115674897912 4.6943024247884741 8.3251669686287624 85.694241475430317 41.676338409073651 6.0764443203806868 5.3524018041789523 8.9957818787079287 223.72372118500061 70.831515604601009 leaf_count=558 71769 805 246 19094 532 4687 49 33 900 1694 892 1943 51 92 124 53 6102 6588 313 754 589 28 37 417 215 33 22 38 957 385 internal_value=5.85527e-05 -0.000511778 -0.000799247 0.00590041 0.00122393 0.0018312 0.00415524 0.0038871 5.97714e-05 -0.00397565 -8.93858e-05 -0.00407897 -0.0115865 -0.0225905 -0.0416828 0.00434853 0.00464351 0.00216835 -0.032959 -0.00434436 0.00198977 -0.00798685 0.0117366 -0.00963621 -0.000290313 0.0155428 -0.0173839 -0.00495801 0.00300657 0.00426676 internal_weight=15916.2 10683.5 10225.9 457.577 5232.69 4719.01 2039.85 2028.33 2679.16 918.627 608.614 457.997 310.013 34.4752 21.7536 1993.85 1977.8 1760.54 41.2192 513.679 233.412 115.102 118.31 280.267 127.371 109.985 152.896 110.407 1659 1435.28 internal_count=120000 91914 72015 19899 28086 25421 11140 11091 14281 5793 3735 2843 2058 249 157 10842 10789 8488 364 2665 1257 655 602 1408 632 565 776 627 7930 6973 is_linear=0 shrinkage=0.05 Tree=586 num_leaves=31 num_cat=0 split_feature=393 407 426 429 354 100 394 429 490 246 497 516 496 515 404 423 100 314 444 357 456 414 13 268 420 303 292 433 257 439 split_gain=4.72843 8.23909 11.2779 10.1014 8.97277 8.12003 12.5447 9.06455 12.2099 8.37505 7.52051 12.6529 9.52351 8.98895 8.73175 7.79205 7.40192 9.16728 8.84946 8.38083 8.36885 7.23886 7.71098 7.16343 8.08803 7.01977 6.8039 6.7179 9.55644 9.83197 threshold=-0.1553741171956062 0.96608576178550731 0.43499134480953222 -0.92509487271308888 0.42675572633743292 -1.4130911231040952 -0.13011737912893293 -0.076198115944862352 -0.13596699386835095 1.5552964210510256 0.71611595153808605 -0.34969842433929438 0.08597432449460031 -0.74708217382431019 0.12630631774663928 -0.62984162569046009 -0.4125234186649322 0.18238986283540728 0.17736893892288211 0.98314300179481517 -0.07519280910491942 -1.2521979212760923 0.48402753472328192 -0.44294683635234827 -0.6859382390975951 0.3867934793233872 -0.51165264844894398 -0.051424989476799958 3.5704034566879277 -1.0370193123817442 decision_type=2 2 2 2 2 2 2 2 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 2 5 21 -3 6 23 8 -8 -9 12 14 13 -5 -12 -13 19 18 -18 -7 -21 -4 -23 24 -2 -19 -14 28 -1 -30 right_child=1 4 3 10 -6 16 7 9 -10 -11 11 15 26 -15 -16 -17 17 25 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=9.0314745717961587e-05 0.02316278501948877 0.0087329967649898057 0.021100610576529181 0.013696968094477409 -0.012961486560737492 0.0089050845843198223 0.011294813767743855 -0.019658851828038618 -0.047537743489757998 -0.082133544187838248 -0.0018308923946272967 -0.065542463436056728 -0.001105514467414605 -0.0084373310503989812 -0.069918690389640992 -0.013764721148331169 -0.0015372356842012487 -0.038552696190330547 0.005325601701948777 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internal_value=5.24474e-05 0.00141532 0.000553232 -0.00570802 0.00685125 0.00173857 -0.00566654 -0.0146545 0.000929466 -0.0227419 -0.00296432 -0.0128613 0.00072691 -0.00386721 -0.00494134 -0.0416761 0.0025966 0.000869668 0.0013921 0.00634303 -0.00269596 -0.0210109 -0.0256821 0.00484332 -0.00349799 -0.0215775 0.0145735 -0.000554888 -5.16051e-05 -0.0195552 internal_weight=14276.1 4403.25 3801.41 604.373 601.837 3197.04 331.311 178.821 60.9142 117.907 512.866 139.62 373.245 280.042 109.746 29.8739 2865.73 1962.54 1918.22 903.185 199.034 91.5069 82.5121 152.49 95.3918 44.3279 93.2033 9872.87 8596.01 62.2535 internal_count=120000 46638 43042 16686 3596 26356 1789 941 330 611 15899 709 15190 14718 536 173 24567 18413 13682 6154 1056 787 752 848 534 4731 472 73362 61119 386 is_linear=0 shrinkage=0.05 Tree=587 num_leaves=31 num_cat=0 split_feature=264 352 263 302 408 438 479 454 491 454 501 448 516 504 25 49 428 457 471 148 158 500 494 261 448 466 364 362 288 428 split_gain=12.0306 15.5876 11.3994 16.7267 13.9406 11.383 10.7501 10.3368 10.0335 9.89161 12.71 10.5082 9.41826 11.3165 8.83666 8.18729 8.17291 8.02044 7.60348 7.70834 7.56005 7.49051 7.28874 7.09128 6.68181 10.327 9.18418 6.66295 6.37765 7.4135 threshold=-0.4556118100881576 -0.10288203880190848 -0.32837593555450434 -0.48767137527465815 -0.97066146135330189 1.7772035002708437 -0.037546187639236443 -0.11954367533326148 -1.1340369582176206 -0.08330031111836432 0.1597457826137543 -0.24260901659727094 0.24605235457420352 0.33107475936412817 -0.23649676889181134 -0.29228672385215754 -0.74605038762092579 -0.30834963917732233 0.61932271718978893 0.36678190529346472 0.063746776431798949 -0.072726853191852556 -0.89499691128730763 3.4460431337356572 0.4063816517591477 2.3610930442810063 -0.16563702374696729 -0.21169914305210111 0.58716556429862987 -0.81351414322853077 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 4 8 6 -4 16 -2 10 22 12 13 -12 21 -8 -6 -14 19 -11 -21 -3 -1 -24 25 28 -27 -18 -5 -30 right_child=2 14 5 24 7 -7 15 -9 -10 18 11 -13 17 -15 -16 -17 27 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.018192630601331694 -0.0107483416313816 -0.028932098938652447 -0.0078402769488668412 0.019391171856910215 0.017357955731116918 0.022561826577822748 0.011132930155294613 -0.01404188957467393 0.026182694848978991 -0.008421596929951836 0.0030125801682902684 -0.016944686695236865 0.019666807975912266 -0.013939826182429222 0.0038943640667840349 -0.0037841512492032569 0.0021710280486402288 -0.0097206087484565887 -0.025421923076032887 0.0075597075470516173 0.085303915579967166 -0.011018239147525999 0.021903756604324438 0.11781485684626958 -0.0090173213990023277 0.14186422903629492 0.018341019302209858 -0.01859713732463001 0.043471591515475271 -0.0068042797204383304 leaf_weight=11.267755648936143 23.675634639454074 72.198132619378157 480.12126964661002 246.62859040382318 69.886452550359536 46.119314872310497 180.06398798996815 140.10349746939028 79.072566859176732 239.51247105788207 438.43484282580903 80.61434680246748 112.67362236208282 126.7950377772213 79.348957079448155 187.19981891061616 186.96577582499594 28.920698180154432 51.621106540900655 50.043530336930417 3.2614597248611963 316.74043237754086 84.551635147174238 1.906269890256225 25.93625051662093 3.0319358585402369 3.1664554679300627 48.491512321546907 8.5369710362283495 48.311814881322789 leaf_count=188 292 8484 21781 7575 701 836 7175 1986 923 4560 13185 2802 1286 2539 1651 22466 5637 991 1914 703 23 6309 1551 23 1584 16 38 1363 127 1291 internal_value=-0.000485049 -0.00349603 0.0023886 0.00641562 0.00102311 -0.0015894 -0.00291225 -0.00279754 0.0176221 -0.000534975 0.00225819 0.000140115 0.00209786 -0.000783212 -0.0112585 0.0035169 0.00234833 0.0136265 -0.00772614 -0.00458185 0.0125609 -0.014363 0.0192562 0.0242099 0.0152061 0.0172532 0.0808492 -0.00209095 0.0159116 0.000720917 internal_weight=3475.2 1697.89 1777.31 883.807 548.195 893.504 847.385 445.447 102.748 1229.6 885.164 787.439 706.824 565.23 468.288 367.264 305.344 141.594 344.439 292.817 53.305 388.939 97.7257 86.4579 335.612 309.676 6.19839 235.457 303.477 56.8488 internal_count=120000 46209 73791 21533 10902 52258 51422 9687 1215 29765 22565 20803 18001 15724 16444 29641 7701 2277 7200 5286 726 14793 1762 1574 10631 9047 54 7000 8993 1418 is_linear=0 shrinkage=0.05 Tree=588 num_leaves=31 num_cat=0 split_feature=394 500 398 443 166 97 496 453 160 378 99 507 495 443 388 31 357 99 443 473 24 324 471 123 463 425 473 152 509 505 split_gain=4.1423 7.40972 10.9556 9.58198 7.61781 13.7315 8.16996 8.08458 7.48096 10.8262 9.04658 8.09505 7.08782 6.96946 6.40818 8.15678 7.64357 7.4057 6.9074 7.09749 6.32413 6.2852 6.17195 10.5681 5.92145 9.9228 10.2076 9.86236 9.41507 8.6522 threshold=1.6167016029357912 0.59171512722969066 2.9166532754898076 -0.54175058007240284 0.24807742238044742 -0.67867389321327198 -0.26795586943626398 1.5132260918617251 0.87816283106803905 -0.38874641060829157 3.6102271080017094 -0.05615731701254844 -0.58541500568389881 -0.15118572860956189 -0.82501769065856922 -0.11682208999991416 1.6126410365104678 -0.03882638365030288 0.90312457084655773 -0.61768922209739674 -0.28158938884735102 -0.23541815578937528 -0.12439461052417754 0.87117907404899608 -0.15767777711153028 -0.95428904891014088 -0.49434603750705713 -0.76528677344322193 1.3228440880775454 0.068101182579994216 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 3 13 8 7 -6 -7 22 10 11 12 21 -2 -3 15 16 -15 -17 -16 -20 -4 -10 -5 -24 -1 29 27 -27 -29 -26 right_child=1 2 20 4 5 6 -8 -9 9 -11 -12 -13 -14 14 18 17 -18 -19 19 -21 -22 -23 23 -25 25 26 -28 28 -30 -31 leaf_value=0.0011340482258013586 -0.0016473503098033339 0.011986027022246146 -0.036954717388351752 -0.0067677623337627727 -0.013031303747561783 0.023284838195342668 0.11948839961898024 0.027506347175849589 0.078361944153475138 -0.038629097020126055 0.052031846505427908 -0.010888729020716713 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leaf_count=49238 229 1065 182 2634 55 46 52 188 54 44 27 50 1000 626 404 180 14 154 127 166 155 32 398 74 2209 2429 43084 11423 1368 2293 internal_value=5.77335e-05 -0.00272424 0.00247565 -0.00560867 -0.00180523 0.0297598 0.0727857 -0.00293421 -0.013564 0.0101579 -0.0166298 0.0290924 -0.0180835 0.00470483 -0.00114774 0.00578562 0.0133667 -0.0142419 -0.0113651 0.00584196 -0.0255613 0.0526682 -0.00421868 0.0079168 0.000292014 -0.00090601 -8.29707e-05 0.00309641 0.000907004 -0.00589055 internal_weight=15907.3 1233.82 439.606 794.216 537.832 18.3317 9.16411 519.5 256.384 29.1292 227.255 21.0878 222.687 407.47 225.562 134.11 97.4899 36.6205 91.4519 35.3083 32.1358 13.3242 498.707 86.1931 14673.5 6054.03 5197.01 1698.33 1278.09 857.017 internal_count=120000 7956 3073 4883 3447 153 98 3294 1436 180 1256 136 1229 2736 1671 974 640 334 697 293 337 86 3106 472 112044 62806 58304 15220 12791 4502 is_linear=0 shrinkage=0.05 Tree=589 num_leaves=31 num_cat=0 split_feature=509 241 468 397 507 506 471 418 401 286 286 415 417 371 394 235 470 305 261 501 18 370 146 484 503 502 516 501 422 496 split_gain=4.72649 7.72161 6.79189 9.64328 8.46072 9.40287 7.97645 7.96102 7.56139 11.9523 6.35762 8.11696 7.29176 7.2482 5.92479 5.55526 13.4261 5.48943 5.45579 5.63678 5.44885 5.29587 5.62503 5.25714 11.6292 15.2947 19.5269 15.8522 14.7436 12.2675 threshold=1.2730385661125185 0.66569462418556224 -0.26885034143924708 0.77069810032844555 -0.62069696187973011 -0.42053440213203425 0.087006863206624999 0.47004249691963201 -0.15592903643846509 1.322053134441376 0.81439867615699779 -0.26891595125198359 -0.50222080945968617 0.16871831566095355 1.0000000180025095e-35 0.66206851601600658 -0.094874292612075792 -0.86125776171684254 -0.79071968793869007 0.67940661311149608 -0.30842348933219904 -0.79201015830039967 1.0468261837959292 -0.69450792670249928 0.3273169100284577 0.50295251607894909 0.07637717574834825 0.39314049482345587 0.35715490579605108 0.011462706606835129 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 3 15 -5 -6 17 8 20 -10 13 12 21 14 -3 -2 -17 -4 19 -19 -8 -12 -23 -1 25 26 -25 28 -27 -26 right_child=1 10 6 4 5 -7 7 -9 9 -11 11 -13 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 24 29 27 -28 -29 -30 -31 leaf_value=0.0017222195613613611 0.0090384768150652117 -0.040657747856938514 0.015642737045518162 0.0095832346991120941 -0.079332403797078871 -0.0037613332569827853 -0.020444177041492793 -0.04512364570236594 0.025485716729931399 0.18923281454657626 0.097006489271351692 0.085238885492528615 -0.016645635058957976 0.039818500879710422 0.0038933517406736021 0.018035568530010881 -0.13636253829052508 -0.030103897181620029 -0.022848253988228019 -0.098905818923559999 0.026944513388091552 0.031609142303021379 -0.037893999703989295 -0.0035945150470407389 -0.0012800213962622681 -1.4206944566578524e-05 -0.02890112041037568 0.0046666461913471369 -0.018329259586666469 0.0036802906525823641 leaf_weight=4017.9256455204959 93.935367501922883 14.448795495263768 7.6784793687984338 9.5701136013376544 10.107576320413502 7.156229870452079 17.107781921993592 7.6759764801245174 9.259597499156369 1.1972774267196644 2.5405317699769503 4.3759331576584364 12.871438630711053 6.5336161761661051 14.912089300109072 3.5305239404551685 2.1729965812992296 7.9752593298908305 83.012474018061766 5.1139051832724363 9.2305687488114945 19.169574907879003 3.281304999603889 3087.9843725094033 2415.3501401727772 348.04721735643398 78.127901096246205 1236.136682123295 160.8494819663465 2573.2429683157716 leaf_count=25202 1495 516 77 80 64 111 271 139 204 6 17 34 143 133 157 69 28 92 3492 40 168 142 30 37090 18908 1494 699 7261 941 20897 internal_value=5.13824e-05 -0.00566214 -0.00961444 -0.00105829 -0.0276385 -0.0484965 -0.0168743 0.00073482 0.0105334 0.0463228 0.00816513 0.0213213 0.0135974 -0.00719369 -0.0179246 0.00607049 -0.0412634 -0.0244617 -0.0277309 -0.0579098 -0.00360807 0.0293771 0.0211062 0.000196637 -0.000422044 -0.00214955 -0.00422146 0.00160678 -0.00581542 0.00127765 internal_weight=14270.5 352.857 274.724 126.473 26.8339 17.2638 148.251 44.4712 36.7952 10.4569 78.1333 42.2388 37.8629 35.8945 29.3609 99.6389 5.70352 103.78 96.1016 13.0892 26.3384 24.9914 22.4509 13917.7 9899.74 4911.15 3166.11 1745.03 508.897 4988.59 internal_count=120000 7508 6336 1847 255 175 4489 788 649 210 1172 366 332 806 673 1592 97 3701 3624 132 439 189 172 112492 87290 47485 37789 9696 2435 39805 is_linear=0 shrinkage=0.05 Tree=590 num_leaves=31 num_cat=0 split_feature=499 285 501 506 504 392 507 504 457 501 501 363 507 494 439 450 494 504 418 335 505 510 397 506 501 499 141 385 470 498 split_gain=12.159 15.2614 12.4181 13.3154 17.6795 15.1977 14.2271 19.3726 19.609 15.0871 14.9114 13.5501 11.5101 11.3316 11.315 15.5238 9.79066 9.60039 9.5137 8.85492 8.0508 7.82976 8.13566 7.67094 6.89708 6.49654 6.426 6.40963 6.20058 6.48188 threshold=0.44043914973735815 -0.38207602500915522 0.75462651252746593 0.024808925576508049 0.48279327154159551 0.30779796838760382 -0.11417458206415175 0.18508479744195941 -0.61031585931777943 0.59339088201522838 0.25502538681030279 -0.68301030993461598 0.58362576365470897 -0.084855213761329637 0.20752145349979403 -0.51782009005546559 -0.005470048636198043 -0.14335048943758008 0.097011119127273573 3.9351089000701909 -0.88868007063865651 0.93032217025756847 0.089424315840005889 -0.48789021372795099 1.0718271136283877 0.39269188046455389 -0.14720031619071958 -1.2397170066833494 -0.17191139608621595 0.14541117101907733 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 25 3 4 5 14 26 9 12 17 -10 19 -9 -3 15 -2 -13 -8 -15 -7 -6 24 -23 -24 -4 -1 -5 -11 -28 -30 right_child=2 13 21 6 20 11 7 8 10 27 -12 16 -14 18 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 28 -29 29 -31 leaf_value=-0.005197252902440776 -0.0024360122290724151 -0.014729838278767679 -0.02591223019240492 -0.021286156485357855 0.037715606627115178 -0.018026169275763788 0.041063729209558614 0.020936305718870698 0.01543103888367825 0.030873216132858219 -0.012399748795082047 -0.014058150707114428 0.0034039555535941403 -0.011228617832316649 -0.012417278455424363 0.0089238685286156787 0.0069450570528814641 0.017668860232037852 0.018825105270320712 0.10097628360908328 -0.02664380721469127 -0.024272040038151338 0.064848576662835306 0.0037804029788202961 0.097910276193506063 -0.030029463842271342 -0.015310046805185176 -0.015641863093230745 0.03727701973415818 -0.022359619602501501 leaf_weight=37.588013514032355 542.43772903078934 87.202721197354549 79.951894949641428 66.279685361165321 5.0047058286145321 216.61161629135313 57.854245214723051 152.50451014639111 60.032696967056836 8.924610128393395 238.96198134258157 83.319675417325925 244.51798711018637 38.869830967116286 116.97576826080331 673.24801824292808 165.58137474786781 189.25247505307198 80.24684110020462 1.4643656611442555 85.160527024214389 20.580990590140573 6.3079415944375787 27.213255049631698 1.0283483857638192 92.599803725068341 22.856438669958152 40.263124823221005 16.928962015663277 6.0328762710560104 leaf_count=6457 6940 17563 6604 1657 25 4805 493 1843 5979 95 3621 1802 3639 6213 5209 10580 4996 1768 4891 11 1310 809 524 1312 177 18732 402 1279 137 127 internal_value=-0.000477985 -0.00950839 0.000491771 0.00116252 -0.00138432 -0.000298431 0.0055248 0.00743539 0.00286769 0.0181438 -0.00679182 -0.008062 0.0101547 -0.00102216 0.00241865 0.00385121 -6.85128e-05 0.0231808 0.00897492 -0.0171582 -0.0229783 -0.0143289 0.000310526 0.0155795 -0.0241594 -0.0229077 -0.0113351 -0.00705522 0.00296605 0.0213626 internal_weight=3465.8 336.507 3129.3 2994.21 1889.8 1799.64 1104.41 992.312 696.017 296.294 298.995 466.977 397.022 206.319 1332.66 1215.69 248.901 247.107 119.117 218.076 90.1652 135.082 54.1022 33.5212 80.9802 130.188 112.098 49.1877 45.8183 22.9618 internal_count=120000 53856 66144 56718 35678 34343 21040 18717 15082 3635 9600 11614 5482 28667 22729 17520 6798 2261 11104 4816 1335 9426 2645 1836 6781 25189 2323 1374 666 264 is_linear=0 shrinkage=0.05 Tree=591 num_leaves=31 num_cat=0 split_feature=508 516 413 328 142 493 472 257 436 256 249 256 273 24 414 428 512 381 166 513 501 423 507 203 506 516 420 515 520 98 split_gain=4.2001 11.45 11.9636 9.39316 8.25927 9.03724 8.21202 10.9312 7.50064 7.37015 12.1055 6.97779 6.95303 7.94409 6.78795 6.76085 6.44077 8.96273 8.27642 7.95419 8.65011 8.41159 8.0352 7.34592 7.27019 14.1873 9.82115 8.20986 9.79358 8.25032 threshold=-0.42752902209758753 -0.44043020904064173 1.2455878257751467 -0.03196772746741771 -0.077876850962638841 -0.15594276040792462 -0.22262757271528241 0.16582611203193667 -0.5253346562385558 2.0281441211700444 -0.081068042665719972 0.049519306048750884 -0.19558499008417127 0.039826126769185073 -0.34186765551567072 -0.867265224456787 -0.28616894781589503 0.12284574285149576 -0.22941362112760541 -0.54757195711135853 0.59671455621719371 -0.069061476737260805 -0.64338541030883778 0.12461923435330392 -0.55755278468132008 -0.23225586116313932 1.8308646678924563 -0.50870534777641285 3.212780356407166 0.53320455551147472 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 6 12 9 8 -8 -1 -11 -7 -6 -14 -13 -4 17 18 -2 20 21 -18 -22 -19 25 26 -21 28 29 -26 right_child=16 3 15 -5 5 11 7 -9 -10 10 -12 14 13 -15 -16 -17 19 23 -20 24 22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.0077935582094639418 -0.025555986443886763 -0.038214274032905858 -0.06614953518833061 -0.0041280508420209966 0.04630090522649704 0.0039024346750634459 -0.00883859966710915 -0.016574308014631275 0.02074272150987495 -0.017839952073745651 -0.10117207875256931 0.029410693489731951 -0.023563502411372679 0.036141016889826426 -0.071512821881302993 0.028564411034743838 0.011976775024822549 0.036364281038836203 0.0011766580712282422 0.0036094061169522846 -0.044107133772584371 -0.0083405033593449262 0.029651254548044889 -0.010580862584682554 -0.0021516372922239834 -0.016722659823245261 0.020578142960399594 0.00012198904575565914 -0.061896743239100764 -0.015784124352514878 leaf_weight=335.62695772657753 80.107792771595996 40.826628403039649 1.8528969096951176 40.705284787050914 22.401712050981587 48.635312566191715 29.168533301213756 45.348647459497442 78.169942075903236 22.150386070832614 5.4236091794446102 2.116731606743997 10.879327280184954 11.141018997412173 6.2293797270904161 40.698157846236427 128.3227900036145 16.824248775978049 44.751059650305251 1285.4364558735397 3.7988611723994827 84.088510362314992 59.089071701746434 16.113441497400345 595.72650206612889 81.364116167998873 91.427170588634908 12519.206413192951 7.4799344614148131 136.68928524351213 leaf_count=3740 2878 392 12 204 170 3520 230 5299 2694 132 30 37 84 193 2407 8372 582 1217 1494 6249 24 438 1184 1009 2540 570 400 73280 27 592 internal_value=5.97263e-05 -0.00361417 -0.00142041 -0.0212837 -0.00319664 0.0098238 -0.00576705 0.00393724 0.0126569 -0.00986039 -0.0347178 -0.0032804 0.0267148 0.00644431 -0.0452796 0.0241774 0.000239858 -0.0098047 -0.0159414 0.000345975 0.00876538 0.00390999 0.0250534 0.0132844 0.000188085 0.00353911 0.00474122 -0.000180106 -0.0052977 -0.00470447 internal_weight=15891.8 741.375 659.843 81.5319 617.292 101.403 515.888 152.687 107.338 363.201 27.574 56.9814 44.4221 22.0203 8.34611 42.5511 15150.4 157.797 124.859 14992.6 275.299 212.411 62.8879 32.9377 14717.3 1458.23 1376.86 13259.1 739.896 732.416 internal_count=120000 27516 26920 596 18536 6411 12125 8223 2924 3902 162 5964 447 277 2444 8384 92484 6598 4372 85886 2228 1020 1208 2226 83658 7219 6649 76439 3159 3132 is_linear=0 shrinkage=0.05 Tree=592 num_leaves=31 num_cat=0 split_feature=507 468 27 408 340 504 429 420 490 472 517 500 336 20 515 516 431 407 355 490 509 500 405 333 389 509 265 420 232 451 split_gain=4.75928 7.50661 11.5747 8.0877 8.06435 7.74806 7.0649 7.04317 6.81148 8.47243 12.2416 6.69953 6.90261 6.67705 6.34162 13.1584 8.0299 7.79881 8.2168 10.087 8.74027 7.6959 11.2201 8.11444 6.89514 6.8393 8.81682 6.60233 7.79357 7.16111 threshold=1.8433055877685549 -0.43617779016494745 -0.18599699437618253 0.89421412348747265 1.951637923717499 1.1307971477508547 -1.0739030838012693 0.068033553659915938 -0.20890494436025617 -0.55382713675498951 1.4641909599304201 -0.81448122859001149 0.26100513339042669 1.1472766995429995 1.0216174721717837 0.38376969099044805 0.4361982941627503 1.2146953940391543 -0.23360466212034223 0.56352451443672191 0.52420270442962658 -0.70234164595603932 -0.56254306435585011 -0.016163585707545277 0.22181990742683413 1.0203796029090884 -0.09360093995928763 1.8308646678924563 1.9178225398063662 -0.092686086893081651 decision_type=2 2 2 2 2 2 2 2 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 3 6 11 13 -5 7 -3 9 10 -8 -2 -13 -4 27 16 24 18 21 20 -20 23 -23 -17 25 -16 -27 -1 29 -29 right_child=1 2 4 5 -6 -7 8 -9 -10 -11 -12 12 -14 -15 15 17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.00027183352603672164 0.014324504902141287 -0.036874009687257049 -0.030864387416626782 0.011602705809508333 0.028299059342283751 -0.050185599167042308 0.041065236084558907 0.036594069013752957 -0.024351873537141081 0.015273560697095505 0.1704530333095427 -0.036617470935368997 -0.0059036261384403802 0.041589843563917414 0.013467177383290639 0.0038013011704294908 -0.022899489110165643 -0.025084177019110705 0.015243225081276627 0.14167081113336238 -0.0040874295028875806 -0.023398570636577937 0.02104867151941819 -0.069347055577373015 0.026709123284888447 -0.049242259190660664 0.020812389774980629 0.0001109480553077026 -0.02727874969564191 -0.008726539183219105 leaf_weight=12381.371216495849 10.753747425740583 10.921519947223713 39.048328850429243 38.005372123618145 8.3574821379879705 5.7417230405044384 13.889153188676572 4.4857376169093177 6.6386738045985103 36.730939389613923 2.0770571644825386 59.703334851619729 27.018309411098016 3.3185972203064003 118.06996485730633 5.6805634174961623 13.63461664598435 30.688910469718394 111.01135394467565 1.2627339148893941 122.76320062568993 33.443820296030026 24.453682900668355 10.537908425787462 94.783759938611183 10.43000788241625 7.6351847703335798 632.00513924895495 34.414436535327695 358.60498705910868 leaf_count=101060 53 143 2194 236 45 276 165 41 599 1863 22 529 207 173 672 36 81 454 900 15 2929 465 205 61 521 46 37 3576 269 2127 internal_value=4.83437e-05 -0.00656654 0.00229857 -0.0144741 -0.0160705 0.00328311 0.0148363 -0.0150637 0.0226967 0.0287533 0.0591648 -0.02249 -0.0271239 -0.0249867 0.000174839 0.00527307 0.0141164 -0.00107825 0.00129593 0.00588831 0.00507324 -0.0131884 -0.00453563 -0.043554 0.0163326 0.009057 -0.0194071 -4.70618e-05 -0.00390356 -0.00308377 internal_weight=14257.5 266.69 125.467 141.222 50.7244 43.7471 74.7431 15.4073 59.3358 52.6971 15.9662 97.4754 86.7216 42.3669 13990.8 584.396 244.554 339.842 309.153 235.037 233.775 74.116 57.8975 16.2185 230.919 136.135 18.0652 13406.4 1025.02 990.61 internal_count=120000 6546 5245 1301 2412 512 2833 184 2649 2050 187 789 736 2367 113454 6422 1357 5065 4611 3844 3829 767 670 97 1276 755 83 107032 5972 5703 is_linear=0 shrinkage=0.05 Tree=593 num_leaves=31 num_cat=0 split_feature=516 515 515 516 67 413 510 292 329 506 454 59 404 503 412 439 404 265 503 501 464 465 4 331 504 279 448 515 361 503 split_gain=11.7661 24.494 16.8965 22.2254 15.9028 14.4073 12.2355 11.7207 11.4145 11.2622 11.2219 11.196 11.0448 11.2781 10.5715 10.5171 10.3273 10.6379 10.0884 9.34733 9.10641 9.0292 8.9147 8.80927 8.55401 8.42659 8.30785 7.93633 7.71428 7.57762 threshold=-0.23225586116313932 -0.035948112607002251 -0.17083654552698133 -0.33153423666954035 0.684778392314911 -0.79186311364173878 -0.77883353829383839 -0.56287482380866993 -0.057890538126230233 -0.46561874449253077 -0.44609619677066797 -0.2764423787593841 -0.38301216065883631 -0.39810645580291742 -0.73059353232383717 -1.1418656706809995 -0.35931789875030512 0.9748276174068452 -0.51148492097854603 -0.54479610919952381 0.72018471360206615 0.79575306177139293 1.4847827553749087 0.19498985260725024 -0.24991136044263837 1.0890480875968935 -0.39206027984619135 3.1477131843566899 0.79629299044609081 -0.51148492097854603 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 3 7 5 6 -3 18 9 22 -2 -11 13 -8 19 -14 29 28 21 -5 -4 -1 -7 -6 -16 27 -12 -10 -18 -9 right_child=1 4 20 14 23 8 12 16 25 11 26 -13 15 -15 24 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0025599265408042561 0.03846288707369714 -0.018947078431708373 -0.017289320484898969 0.080309455195913385 0.019093571562168621 0.02202298706505465 0.035686393583670414 0.017112416256494456 -0.018036124143488128 -0.0095324012581272551 0.00066631981820489876 0.0043781000460180524 0.0073375349382248994 0.0067676723597913423 0.037034628338162096 -0.0096550994309455799 0.010449648706477939 -0.026722092486486684 -0.018014524897646364 -0.017618587196533309 0.0013534448093012446 0.053211917541021204 0.16502679685368021 -0.00054993047716910904 0.010162222041849637 0.010077039730733792 0.029260260346938551 0.037806558475441052 0.049028801998775934 -0.012063446164866945 leaf_weight=42.66570601699641 55.193826818838716 60.68470555183012 298.9501843900216 2.5551865287125137 158.86832018528366 29.228958518535368 36.075054663233459 26.171684928514878 266.25961676890438 335.28257119913178 72.322280447682715 253.70685928096646 157.53808636358008 521.02427221997641 59.583828807255486 215.02353454788681 142.98098367588682 17.678288237300876 198.04861432604957 28.286693776957691 83.235447593324352 8.6104980293894169 1.050414511351845 88.27651461577625 60.287869427353144 32.621530470642028 39.374450852206792 6.3713662834488778 14.277783220954005 142.04050662645022 leaf_count=695 2629 533 12520 21 2935 693 198 12351 8923 12083 1455 6355 1347 5924 1157 3132 13608 3742 13551 656 1975 82 18 2052 1505 689 1350 817 697 6307 internal_value=-0.000475752 0.00155117 -0.00467457 -0.000273804 0.000123779 -0.00141467 0.00277219 -0.00464189 -0.00590485 -0.00199404 0.0200014 -0.00353225 0.0041972 0.00865535 0.0168562 -0.00245629 0.00133974 0.00985505 -0.0128918 -0.00911053 -0.0132168 0.00679352 0.0276754 0.0120596 0.0235809 -0.0138191 0.0108079 -0.0166994 0.014013 -0.00748688 internal_weight=3454.28 2328.9 1125.37 743.188 2162.01 1914.87 990.346 592.474 924.521 619.269 166.891 588.989 929.661 557.099 150.714 372.562 343.149 174.937 249.325 30.8419 382.186 51.2762 30.2794 247.145 119.872 305.253 111.697 272.631 157.259 168.212 internal_count=120000 51133 68867 54372 45699 40712 11134 51033 29578 19149 5434 18438 10601 6122 3339 4479 36705 18047 14328 677 14495 777 711 4987 2662 10429 2805 9740 14305 18658 is_linear=0 shrinkage=0.05 Tree=594 num_leaves=31 num_cat=0 split_feature=500 506 507 404 297 426 42 396 371 277 501 508 506 429 497 501 495 398 486 276 339 508 413 498 512 501 366 410 259 396 split_gain=4.24294 9.14779 10.4091 13.2396 15.7123 11.5713 10.1069 10.8503 9.22104 9.15162 7.19567 8.07969 7.17987 7.09065 6.97614 6.8621 6.77738 8.35695 6.7973 10.7194 8.4906 6.76162 11.4152 8.25403 7.18071 7.56044 6.89069 8.00941 8.00682 9.18646 threshold=1.0597454309463503 -0.3122336864471435 0.16714438050985339 0.25288638472557073 2.1801635026931767 0.43499134480953222 0.19206672161817553 1.296007573604584 -1.0976600050926206 1.1778966188430788 -0.041820360347628587 -0.32654842734336847 0.24515973031520846 -0.64621466398239125 0.1079644374549389 0.2780499011278153 -1.0983960032463072 -0.84443199634551991 0.1911834925413132 -0.2414276525378227 0.29803372919559484 -0.42428098618984217 0.7857165038585664 0.99743345379829418 -0.36871214210987086 0.46986563503742224 0.24440997838974002 0.11294665187597276 1.0553762316703799 -0.62677994370460499 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 -2 5 6 12 16 7 13 14 -6 -7 -12 -5 -4 -8 -14 17 -3 19 -18 -20 22 26 -24 25 -23 27 28 -1 -30 right_child=1 2 3 4 9 10 8 -9 -10 -11 11 -13 15 -15 -16 -17 18 -19 20 -21 -22 24 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0036180537079578677 0.0012857463658043215 -0.088429059188809514 0.0098315248065827462 0.022677046427634271 -0.0065290363822583953 0.026197149472345145 0 -0.048581888077655233 -0.0096552297065719619 -0.088255045981435382 -0.026801109589510555 0.0054863638248546743 -0.04026809119552513 -0.0029891103980818749 -0.060077985989965887 0.0080973277840114405 -0.017736398378237709 -0.0198449202295801 -0.0098279974623098725 0.0023928081313901554 0.010924665563246151 -0.031309539401328572 0.021514508123613288 -0.061052732527231313 0.00077034270604624418 0.020615895043152102 0.00087071148406551091 -0.029685427285669537 0.0093783954528718402 -0.039728730554489951 leaf_weight=183.95497868112579 1493.5096045155078 5.8997601140290525 148.77889448734641 115.23704212438315 9.0133355101570469 30.113262195663992 6.4450271300738704 11.379736221628262 122.39890509744146 5.5945325167849651 24.271847751922905 94.173148629139178 8.2578968333618814 390.77266595631227 17.408080752764363 59.174400353978854 334.38132714777021 18.694947138428688 147.50711738615064 81.885939989355393 73.746580336781335 32.386111506493762 50.001662692578975 3.0985560191111281 12156.789313984191 8.7422505464637634 143.79098170634825 54.982629633355828 12.781297065317629 35.271885400485189 leaf_count=10097 9013 25 956 717 64 123 37 65 1149 29 109 491 1434 4958 93 468 2413 86 1054 541 439 2362 3683 7369 67071 388 1565 1298 73 1830 internal_value=5.82165e-05 -0.00156874 -0.00407182 -0.000346696 0.0110795 -0.00817523 -0.00358818 -0.00047613 -0.0152688 -0.0385557 0.00440961 -0.00110486 0.015095 0.000538023 -0.0437046 0.0020495 -0.0110067 -0.0367908 -0.0099985 -0.0137651 -0.00288648 0.000468976 -0.00532587 0.0164968 0.000699305 -0.0201278 -0.00803065 -0.0125067 -0.00840296 -0.0265709 internal_weight=15880.4 3198.64 1705.13 894.461 197.277 810.674 697.183 550.931 146.252 14.6079 148.558 118.445 182.669 539.552 23.8531 67.4323 662.116 24.5947 637.521 416.267 221.254 12681.8 483.882 53.1002 12197.9 41.1284 430.782 286.991 232.008 48.0532 internal_count=120000 24264 15251 9970 2712 5281 7258 5979 1279 93 723 600 2619 5914 130 1902 4558 111 4447 2954 1493 95736 25915 11052 69821 2750 14863 13298 12000 1903 is_linear=0 shrinkage=0.05 Tree=595 num_leaves=31 num_cat=0 split_feature=409 508 516 506 505 502 497 499 496 522 276 522 505 376 204 398 79 483 116 67 36 200 288 498 520 115 477 515 267 333 split_gain=4.70383 7.86726 11.8821 10.9557 17.2476 13.2618 10.8096 25.7106 13.6167 13.4033 11.2853 11.0937 11.3849 10.2095 11.3848 10.7109 10.0371 9.91329 9.2337 8.69837 9.66652 8.28833 8.57408 9.43226 8.08961 8.07609 8.86812 12.726 10.3504 7.80879 threshold=-0.68233358860015858 -0.22543853521347043 -0.45498752593994135 -0.14402684569358823 -0.13077335804700849 0.055256709456443794 0.39866599440574652 0.41800440847873693 0.061913281679153449 0.26177693903446203 -0.41369000077247614 0.91285568475723278 1.2559338212013247 1.6481614112854006 -0.2242292910814285 -0.36919276416301722 -0.19995939731597898 -0.044646197929978364 -0.66882884502410878 1.0000000180025095e-35 -0.80016157031059254 -0.36368818581104273 -0.36064456403255457 0.99743345379829418 1.6195731759071352 0.73537221550941478 -0.048204157501459115 -0.52081739902496327 -0.087855193763971315 0.31411612033844 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 24 5 16 8 -8 9 10 -4 12 -10 15 -15 -9 18 -11 -5 -7 -21 22 23 -6 25 26 28 -28 -2 -26 right_child=1 2 6 4 21 19 7 13 11 17 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 29 -27 27 -29 -30 -31 leaf_value=0.001529498827604869 -0.0020298342236884678 0.039670309548173521 0.0032892416787701981 -0.027223302649387382 0.0096212790183121989 0.0064608569702872352 0.015372195923602212 -0.013450998270873347 -0.001954364429983368 -0.0022316545737762314 -0.0076978304320736548 0.01095837164826287 0.019994385947912991 -0.058473790700683051 0.017702444746085243 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291 79 32 5600 56 6473 52 52 114 1397 1427 73 443 8359 5188 7168 17795 229 internal_value=4.68963e-05 -0.000509475 -0.00202646 0.000741682 0.00613889 -0.00873249 -0.00217948 -0.0064469 -0.000820754 -0.00282651 0.000694957 0.00397294 0.000161773 -0.00906338 -0.0398686 -0.00823085 -0.0370155 -0.00663347 -0.0556847 -0.00121044 -0.0239499 0.00973221 0.0135476 0.00772901 -0.000151523 0.000123001 -0.000746701 -0.00343327 0.00128807 -0.0152261 internal_weight=14249.8 10359.1 4683.9 5675.15 806.552 156.66 4666.99 1126.1 3540.88 2497.13 1296.57 1043.75 675.84 1005.78 26.1851 979.596 32.6897 1200.56 22.44 123.971 31.3832 649.892 446.219 263.017 4868.6 4781.3 4053.5 1747.98 2305.52 87.3046 internal_count=120000 95142 38162 56980 5505 873 38100 12537 25563 18581 5864 6982 4211 11263 111 11152 184 12717 128 689 166 4632 3235 1808 51475 50803 42444 12356 30088 672 is_linear=0 shrinkage=0.05 Tree=596 num_leaves=31 num_cat=0 split_feature=391 422 410 499 402 447 347 422 504 466 309 497 516 501 395 65 508 110 279 517 455 398 268 424 516 403 445 501 506 340 split_gain=11.5729 13.8174 14.1197 12.97 11.7217 16.1206 11.5949 11.2423 11.1134 10.6254 10.5579 10.4863 10.2504 9.49938 8.79584 8.53183 8.51278 8.42707 8.36903 7.89115 7.82141 7.25685 11.3365 7.07337 8.25719 6.84808 9.34548 7.18976 6.79306 6.92091 threshold=0.2709267139434815 1.1938034296035769 -0.7134411334991454 0.44043914973735815 -1.0319629311561582 -0.45990920066833491 -0.46685667335987086 -0.76401248574256886 0.19401475787162784 -0.32415957748889918 0.86533090472221386 -0.80761766433715809 0.92148381471633922 0.20868733525276187 2.3217872381210332 3.9660110473632817 0.059739941731095321 -0.54949378967285145 1.0002415180206301 0.32069005072116857 -0.46719524264335627 3.4796280860900883 0.68531903624534618 -0.66554835438728321 -0.43592211604118342 -0.24250620603561399 -0.94453680515289296 1.0718271136283877 0.23175379633903506 3.6903716325759892 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 15 6 10 9 -4 -7 16 -6 11 -5 21 -10 -15 18 23 -8 28 -19 -20 25 -23 -3 -25 26 -2 -27 29 -1 right_child=12 8 3 4 5 7 17 -9 13 -11 -12 -13 -14 14 -16 -17 -18 19 20 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-0.01684610669213752 0.018070313460813552 -9.5420976921190622e-05 -0.027129691153776777 -0.015080657304269378 -0.011827268980006056 -0.014077381985956311 -0.018949016952997447 0.0058740610144880842 0.026834524524457778 0.0035437613671385291 -0.0088482905244833734 0.015517839499767936 0.023866461235983835 -0.01101779122802826 0.017295869077884829 0.049190658040231997 0.045395475557491745 -0.014933713787624092 -0.027785305914471398 0.021507769951947347 0.013722267857662089 0.0048926977636775523 0.32069268581959698 -0.02240095066250037 0.019862194229041275 -0.016155061448134101 -0.0086179879707601794 0.18355128251830885 -0.0014662844296719265 0.11464626019170264 leaf_weight=283.9566834638099 41.021222571056569 83.651054356945679 73.138391386804869 30.367469369899482 354.55002463866549 77.115458550979383 41.96229582928936 811.42602116556372 26.485772752886987 163.9264501123107 65.666195691301255 328.2077681052906 24.002316301543033 135.95584905042779 34.158195999654708 6.1674931259476571 20.573523917293642 21.836494406976271 13.818773378246986 45.300036434171489 60.440945199661655 0.98444445594213792 0.32191741070710123 12.140621722530339 183.94729475968052 234.55220513227687 160.98593756544142 0.34820683172438194 105.47243778474513 0.89625629037618537 leaf_count=10401 795 1281 10201 448 6772 2176 3452 15421 598 2777 885 3375 4752 2233 453 112 215 10533 937 1533 2422 148 9 634 4221 19144 11178 43 2753 98 internal_value=-0.000464001 0.000675919 -0.000844765 0.000975775 0.0022442 4.38423e-05 -0.0117371 0.00413548 0.00828708 -0.00695803 0.00952827 0.0129091 -0.00782552 -0.000930825 -0.00529633 -0.00864072 0.0143365 -0.00135696 -0.00942963 0.00957605 0.00590403 -0.00957785 0.103538 0.012019 0.0172099 -0.00995112 -0.00316744 -0.0157598 -0.0123604 -0.0163747 internal_weight=3443.38 2981.16 2484.25 2013.5 1831.26 1407.02 182.237 888.541 496.912 518.476 424.241 358.575 462.216 196.6 170.114 470.753 300.312 109.099 464.585 67.1365 74.2597 438.214 1.30636 279.739 196.088 436.908 202.007 234.9 390.325 284.853 internal_count=120000 83931 74296 57573 31854 27146 25719 17597 9635 9549 4708 3823 36069 3284 2686 16723 6351 15518 16611 12066 3359 31317 157 6136 4855 31160 11973 19187 13252 10499 is_linear=0 shrinkage=0.05 Tree=597 num_leaves=31 num_cat=0 split_feature=155 130 42 510 321 227 90 445 148 286 287 332 54 332 515 501 506 346 364 328 418 373 323 327 481 383 491 499 396 487 split_gain=4.05157 7.68663 6.75435 6.13364 6.50903 7.72031 10.3942 8.68114 6.44543 9.79013 8.18829 6.42363 5.32599 5.19598 5.02639 10.5056 9.93598 11.7458 9.69496 8.42354 12.1134 8.39255 7.56723 9.09621 6.86841 7.45772 6.80115 8.63977 6.50952 6.35548 threshold=0.78280392289161693 4.4288864135742196 -0.19086391478776929 -0.3796036541461944 0.07617764919996263 1.8267637491226199 0.89213934540748607 0.56166696548461925 -0.80264994502067555 0.96226751804351818 -0.70786261558532704 -0.51192006468772877 0.17545405775308612 0.48209506273269659 -0.57287636399269093 0.71440294384956371 -0.40406583249568934 -1.4121253490447996 -0.011632958892732857 0.90210258960723888 0.46077635884284979 -0.76255393028259266 -0.82409226894378651 1.2663671970367434 -0.43538801372051233 0.56885674595832836 2.7043696641922002 0.43315322697162634 -0.59441903233528126 1.0267192721366885 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 11 5 7 -7 -5 10 -10 -6 12 -2 -13 15 16 18 24 29 21 -21 -20 23 -19 -18 -26 -16 -28 -24 -1 right_child=1 -3 -4 4 8 6 -8 -9 9 -11 -12 13 -14 -15 26 -17 17 22 19 20 -22 -23 28 -25 25 -27 27 -29 -30 -31 leaf_value=0.0010047199087379842 -0.018964267563173799 0.032539065973611996 -0.013937086883660844 -0.0037471682522249184 0.003545704354992902 0.033643802908176118 0.0035698486588537958 0.030712680053820326 0.00017744948340861103 0.073844681077349025 -0.020254540233212874 0.046807833888064469 -0.065738550868242804 -0.021422765442581957 0.00050152263731744601 0.024974149947030108 -0.0084177268534500489 -0.056103039166658313 -0.021225124191104967 -0.0631194272074041 0.007113549087857606 -0.0020039392623808217 -0.037868758155909274 0.010447359169721417 0.0097042211378861529 0.08654147665750013 0.069566185950027046 0.008198145600440335 -0.0065857232857394104 -0.06675111879998652 leaf_weight=979.52861877606483 25.219194445293397 14.623458874120841 139.54479239985812 290.94404923811817 52.351573707419448 41.215311226522317 95.942406091751764 19.38606278412044 58.683186310365272 4.7982923518866292 114.09028382826364 5.5494971647858602 8.2320949850545713 5.3178009902330814 13466.087712018139 33.879912405449431 18.40291072265245 26.095167016406776 75.653785175003577 16.057560557441324 9.6799438691232336 229.91775977515499 22.515818024214241 6.2008083962136871 8.9617386615136621 4.9561736285686484 7.7217072099447277 22.559624379733577 65.245310245241853 3.3715557032701318 leaf_count=16452 120 210 3461 2165 362 223 562 145 699 21 796 21 42 24 81955 1623 77 112 1494 650 63 7200 266 25 38 19 27 98 1023 27 internal_value=5.6323e-05 -0.00324851 -0.00386565 -0.00190978 -0.000721775 0.00278323 0.0126613 -0.00156918 -0.00756336 0.00593166 -0.0127409 -0.0199134 -0.0307857 0.0130731 0.000249697 -0.00249492 -0.00313456 -0.0152207 -0.00172835 -0.00912501 -0.0365858 -0.00678449 -0.0224338 -0.0431783 0.0114048 0.0378449 0.000555219 0.024189 -0.0147025 0.00076045 internal_weight=15872.7 875.898 861.275 721.73 677.411 447.488 137.158 310.33 229.923 63.4815 166.442 44.3186 33.4513 10.8673 14996.8 1500.47 1466.59 152.378 1314.21 331.309 25.7375 305.572 120.057 32.296 32.3208 13.9179 13496.4 30.2813 87.7611 982.9 internal_count=120000 8851 8641 5180 4973 3095 785 2310 1878 720 1158 207 162 45 111149 29069 27446 1560 25886 9407 713 8694 1426 137 134 57 82080 125 1289 16479 is_linear=0 shrinkage=0.05 Tree=598 num_leaves=31 num_cat=0 split_feature=504 455 492 287 497 441 353 264 395 460 468 512 413 453 363 407 386 487 462 419 55 141 206 457 498 270 168 95 511 350 split_gain=4.60127 4.60592 12.3453 9.13578 9.00874 10.3302 10.1994 9.54325 11.6035 11.6062 9.25674 8.83031 8.27631 7.80427 7.41916 7.39573 7.25117 8.20669 7.18974 7.05115 6.97381 7.70527 6.97112 6.89629 8.36479 7.37564 6.73577 6.75472 6.5567 6.49536 threshold=3.3455966711044316 -1.0084396004676817 -0.50009870529174794 -0.30693821609020228 -0.54656666517257679 3.439947366714478 1.339569687843323 -0.38860499858856196 -0.78223991394042958 2.8257501125335698 1.8391714096069338 1.1707963347435 2.5246816873550419 -0.56855824589729298 -0.39783772826194758 0.52085834741592418 -0.41290044784545893 0.19856756180524829 -0.4709711074829101 0.36448593437671667 -0.045346874743700021 -0.16418234258890149 0.31430895626544958 -0.24349458515644071 -0.90921136736869801 0.72667086124420177 -0.62015876173973072 -0.68591836094856251 -0.61272549629211415 -0.62232419848442067 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 16 6 11 7 8 9 -3 -10 12 22 28 -8 20 -1 -18 -16 -19 21 -5 -6 24 -9 -25 -7 -28 -13 -17 right_child=-2 4 -4 15 5 26 14 23 10 -11 -12 13 -14 -15 18 29 17 19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.010457211731459297 -0.040347591964223592 0.011229518281301308 -0.01214740898805601 0.009436496576231029 -0.00034506959226485937 0.033796444712024497 -0.03023091253807067 -0.020923658115692668 -0.0051703673798128838 -0.024469247742227935 0.012555016957690308 0.050569325810916332 -0.028767209997082006 -0.032114803678580883 0.055081304131634638 0.018501504310518075 0.025938576349943118 -0.026224278410554198 -0.015415299545072786 0.042216141185360226 -0.026914563549373927 0.045144321415856906 0.0024010927300949256 0.0081599376839912707 -0.0045535073165761343 -0.030637792779765617 -0.036916106204490422 0.009995345013305271 -0.0085057423330340311 0.067372593711752624 leaf_weight=113.25611223716987 6.9444570937121162 268.97432727954583 77.012397304933984 58.918556349468417 8837.3976795661183 29.267047233879566 57.310178605956025 158.53674775107356 733.34947784179531 24.701896068581846 81.649515549710486 5.1478079054504624 24.313337349725771 39.316299322177656 5.3309322212589896 13.839086138643326 11.801693043205885 43.775337698112708 10.592350010425433 3.9750223606824866 9.1623946936451812 20.521964124985971 3128.215165797199 82.679421670552983 155.59076149989414 14.255874606213181 7.9129460602998725 164.391845501028 44.096531779447105 14.20415864442475 leaf_count=547 2812 1238 843 306 61848 111 371 1159 4488 99 312 24 1856 422 30 65 60 256 1142 13 101 94 20981 13026 6547 252 33 645 261 58 internal_value=5.08067e-05 7.1143e-05 0.0056034 0.010346 -7.46748e-05 0.000383869 -0.00361249 -0.0027297 -0.000312187 0.00820247 -0.00338712 0.00019606 0.00031272 -0.0155243 -0.0218351 0.0211587 0.00301047 -0.0110617 0.00807057 -0.0203461 0.0139635 0.018769 0.000372466 -0.00923614 -0.0128353 0.00237689 0.0116072 0.00779181 -0.00213897 0.0435843 internal_weight=14246.4 14239.5 366.467 289.454 13873 12280.1 1592.97 1519.74 1108.68 293.676 814.999 12078.5 11989.9 88.5606 73.2335 116.646 172.808 59.5521 15.9233 47.7504 88.6029 79.4405 11965.6 411.063 314.128 96.9353 201.572 172.305 49.2443 28.0432 internal_count=120000 117188 2343 1500 114845 86181 28664 27121 6137 1337 4800 85392 84685 707 1543 624 876 329 1172 269 501 400 82829 20984 7706 13278 789 678 285 123 is_linear=0 shrinkage=0.05 Tree=599 num_leaves=31 num_cat=0 split_feature=452 386 471 331 464 501 303 430 465 280 443 389 506 452 410 392 502 498 410 392 66 441 412 466 483 481 474 398 454 514 split_gain=11.5894 14.0509 13.5279 13.091 13.6254 12.2138 10.7812 18.5782 9.85171 10.6037 9.75854 9.72903 12.5438 9.27265 8.99246 8.77152 8.4058 7.96437 7.8506 7.53813 7.33147 7.00867 7.4277 7.16258 6.90714 6.60433 6.59467 6.37989 6.35632 8.82883 threshold=-0.63166341185569752 -0.08342729881405829 0.29880625009536749 -0.36610659956932062 0.86028349399566661 -0.076082088053226457 -0.44216924905776972 -0.58188545703887928 -0.27220994234085077 -0.59899720549583424 0.87874171137809765 -0.57427272200584401 0.30196300148963934 -0.14016301929950711 -0.35800991952419275 0.13314010202884677 -0.98771542310714711 0.77887928485870372 1.3794385194778445 -0.48302401602268213 -0.23245928436517713 -0.23292161524295804 -0.5514375865459441 -0.67984512448310841 0.10405594855546953 1.8084020614624026 -1.8714864850044248 -0.17263328284025189 -0.663110852241516 0.38223391771316534 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 8 18 -3 7 11 9 26 17 12 -2 -9 -11 -15 -4 25 -5 20 -10 22 23 -18 -24 -8 -1 -13 -21 -30 right_child=1 5 16 4 -6 -7 10 13 19 14 -12 27 -14 15 -16 -17 21 -19 -20 28 -22 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.11110552470604754 0.007203747346274986 0.016232711713424715 0.086067014687295607 -0.015739256246875524 0.013716202626803021 -0.0096567268920760112 0.011343912035189339 -0.016567862978962306 0.0063036563289991607 -0.023732538289108207 -0.0060125595006098901 0.0052538885859598613 0.034899647975744658 0.0069105297147875949 -0.00021575605689108654 -0.015835341605583125 -0.025625259054135281 -0.0085445389923344446 0.019653017046784238 0.031096926133312192 0.033233533220776677 -0.021048461479262235 0.0058545688377428214 0.00018463240793290691 0.066756911318622256 0.11696266904925351 0.012841881646957235 -0.0090029987233369337 -0.028338646743011245 0.006125261313536595 leaf_weight=1.7234472284326319 147.34574274421902 51.084530710446415 2.2429868317412902 390.026509901596 48.258932603377616 406.52551516445965 737.13781001215102 173.51461525316699 57.330833069892833 82.247848296654411 104.29199879185762 306.14198279766424 56.896469509927556 128.12621201765432 81.139163189815008 63.187049823500274 46.435640826210147 52.387074200145435 16.117763129703235 12.887395902827846 45.998911559770931 80.43505215930054 53.170748154778266 62.739046613278333 5.0419902567518866 1.3946728128939856 33.449475770335994 105.26398104707187 29.385289179626852 49.776683237403631 leaf_count=21 2700 10792 1503 10863 803 23004 17935 5996 1165 2963 3464 3191 721 3231 2826 3996 1832 4769 350 189 1509 2807 1091 1142 164 10 4670 3682 1825 786 internal_value=-0.000472878 0.00119065 0.00290322 -0.00554408 -0.0113273 -0.00675276 0.00436139 0.00073345 0.00111522 -0.00671206 0.00832877 0.00603605 0.0149569 -0.00820021 -0.0120918 -0.000580216 -0.00801162 0.0102267 -0.0143179 0.00909487 0.0183608 -0.00891764 -0.00304945 -0.0107608 0.0113207 0.0115659 0.0180998 0.00159261 -0.00126097 -0.00662443 internal_weight=3431.71 2583.36 2125.75 848.342 454.403 457.61 1875.69 980.476 393.939 198.56 895.212 615.648 204.242 364.828 163.387 191.313 250.065 790.92 406.144 195.379 103.33 247.822 167.387 109.175 58.2127 738.532 35.1729 411.406 92.0494 79.162 internal_count=120000 92030 58234 27970 12016 33796 49695 23517 15954 10480 26178 10294 3421 13223 5789 7227 8539 22714 11213 5474 2674 7036 4229 2974 1255 17945 4691 6873 2800 2611 is_linear=0 shrinkage=0.05 end of trees feature_importances: Column_501=906 Column_516=890 Column_499=527 Column_505=421 Column_506=370 Column_503=369 Column_497=345 Column_498=279 Column_517=273 Column_504=267 Column_515=262 Column_512=260 Column_500=235 Column_398=233 Column_452=191 Column_513=188 Column_507=176 Column_510=168 Column_496=156 Column_437=155 Column_395=152 Column_422=152 Column_466=141 Column_508=138 Column_264=134 Column_495=134 Column_413=132 Column_511=127 Column_514=127 Column_272=126 Column_404=126 Column_438=126 Column_385=121 Column_392=118 Column_502=115 Column_335=114 Column_450=113 Column_522=113 Column_509=110 Column_418=102 Column_412=101 Column_428=101 Column_281=99 Column_410=99 Column_409=97 Column_386=94 Column_391=91 Column_394=89 Column_424=88 Column_430=85 Column_486=84 Column_400=83 Column_445=83 Column_453=83 Column_484=83 Column_490=81 Column_439=79 Column_393=77 Column_454=77 Column_284=76 Column_444=76 Column_464=72 Column_473=70 Column_331=69 Column_520=68 Column_433=67 Column_465=67 Column_441=64 Column_340=62 Column_468=61 Column_479=61 Column_347=60 Column_457=58 Column_462=58 Column_463=57 Column_481=57 Column_491=55 Column_494=54 Column_286=53 Column_361=53 Column_477=53 Column_493=52 Column_333=51 Column_429=51 Column_431=51 Column_455=51 Column_352=50 Column_434=50 Column_460=50 Column_338=48 Column_387=48 Column_384=47 Column_411=47 Column_396=46 Column_475=46 Column_390=45 Column_397=44 Column_472=44 Column_474=44 Column_414=43 Column_521=43 Column_305=41 Column_425=41 Column_46=40 Column_308=40 Column_399=40 Column_443=40 Column_265=39 Column_279=39 Column_420=39 Column_203=38 Column_277=38 Column_343=38 Column_364=38 Column_402=38 Column_295=37 Column_316=37 Column_323=37 Column_451=37 Column_240=36 Column_293=36 Column_377=36 Column_492=36 Column_263=35 Column_292=35 Column_306=35 Column_319=35 Column_328=35 Column_296=34 Column_403=34 Column_283=33 Column_370=33 Column_408=33 Column_350=32 Column_435=32 Column_327=31 Column_423=31 Column_256=30 Column_407=30 Column_419=30 Column_456=30 Column_461=30 Column_92=29 Column_357=29 Column_421=29 Column_446=29 Column_483=29 Column_518=29 Column_260=28 Column_287=27 Column_153=26 Column_389=26 Column_415=26 Column_278=25 Column_330=25 Column_373=25 Column_459=25 Column_471=25 Column_285=24 Column_322=24 Column_345=24 Column_427=24 Column_440=24 Column_98=23 Column_332=23 Column_362=23 Column_374=23 Column_86=22 Column_206=22 Column_259=22 Column_303=22 Column_416=22 Column_436=21 Column_458=21 Column_467=21 Column_18=20 Column_42=20 Column_257=20 Column_261=20 Column_262=20 Column_447=20 Column_448=20 Column_487=20 Column_32=19 Column_230=19 Column_258=19 Column_273=19 Column_289=19 Column_311=19 Column_318=19 Column_336=19 Column_369=19 Column_519=19 Column_67=18 Column_222=18 Column_309=18 Column_371=18 Column_375=18 Column_405=18 Column_417=18 Column_426=18 Column_476=18 Column_482=18 Column_33=17 Column_237=17 Column_275=17 Column_276=17 Column_291=17 Column_337=17 Column_353=17 Column_372=17 Column_148=16 Column_156=16 Column_199=16 Column_280=16 Column_302=16 Column_339=16 Column_388=16 Column_69=15 Column_99=15 Column_202=15 Column_329=15 Column_334=15 Column_346=15 Column_359=15 Column_3=14 Column_5=14 Column_43=14 Column_80=14 Column_94=14 Column_110=14 Column_161=14 Column_266=14 Column_282=14 Column_307=14 Column_313=14 Column_363=14 Column_366=14 Column_432=14 Column_10=13 Column_81=13 Column_91=13 Column_146=13 Column_154=13 Column_159=13 Column_175=13 Column_225=13 Column_270=13 Column_326=13 Column_356=13 Column_365=13 Column_401=13 Column_449=13 Column_470=13 Column_25=12 Column_70=12 Column_100=12 Column_108=12 Column_188=12 Column_290=12 Column_297=12 Column_304=12 Column_380=12 Column_381=12 Column_0=11 Column_49=11 Column_124=11 Column_209=11 Column_269=11 Column_312=11 Column_315=11 Column_324=11 Column_376=11 Column_378=11 Column_50=10 Column_77=10 Column_129=10 Column_130=10 Column_166=10 Column_168=10 Column_242=10 Column_274=10 Column_317=10 Column_355=10 Column_360=10 Column_442=10 Column_489=10 Column_15=9 Column_40=9 Column_48=9 Column_53=9 Column_56=9 Column_59=9 Column_65=9 Column_160=9 Column_196=9 Column_213=9 Column_227=9 Column_241=9 Column_254=9 Column_267=9 Column_321=9 Column_325=9 Column_383=9 Column_469=9 Column_8=8 Column_24=8 Column_28=8 Column_54=8 Column_58=8 Column_95=8 Column_122=8 Column_139=8 Column_141=8 Column_179=8 Column_181=8 Column_183=8 Column_190=8 Column_212=8 Column_226=8 Column_238=8 Column_249=8 Column_288=8 Column_300=8 Column_13=7 Column_23=7 Column_36=7 Column_37=7 Column_44=7 Column_64=7 Column_74=7 Column_83=7 Column_114=7 Column_142=7 Column_150=7 Column_162=7 Column_165=7 Column_194=7 Column_211=7 Column_218=7 Column_268=7 Column_299=7 Column_358=7 Column_478=7 Column_62=6 Column_66=6 Column_76=6 Column_79=6 Column_84=6 Column_87=6 Column_97=6 Column_117=6 Column_123=6 Column_155=6 Column_187=6 Column_189=6 Column_191=6 Column_195=6 Column_200=6 Column_217=6 Column_248=6 Column_253=6 Column_298=6 Column_12=5 Column_17=5 Column_19=5 Column_22=5 Column_27=5 Column_29=5 Column_35=5 Column_45=5 Column_51=5 Column_78=5 Column_90=5 Column_106=5 Column_111=5 Column_118=5 Column_125=5 Column_127=5 Column_133=5 Column_152=5 Column_163=5 Column_231=5 Column_243=5 Column_247=5 Column_251=5 Column_252=5 Column_255=5 Column_314=5 Column_6=4 Column_11=4 Column_14=4 Column_41=4 Column_60=4 Column_82=4 Column_104=4 Column_120=4 Column_136=4 Column_144=4 Column_151=4 Column_158=4 Column_169=4 Column_171=4 Column_174=4 Column_185=4 Column_204=4 Column_215=4 Column_344=4 Column_16=3 Column_20=3 Column_26=3 Column_71=3 Column_105=3 Column_115=3 Column_121=3 Column_137=3 Column_140=3 Column_192=3 Column_193=3 Column_198=3 Column_221=3 Column_232=3 Column_233=3 Column_236=3 Column_246=3 Column_271=3 Column_354=3 Column_382=3 Column_2=2 Column_4=2 Column_7=2 Column_31=2 Column_55=2 Column_72=2 Column_73=2 Column_89=2 Column_93=2 Column_103=2 Column_113=2 Column_116=2 Column_132=2 Column_164=2 Column_170=2 Column_177=2 Column_197=2 Column_214=2 Column_224=2 Column_228=2 Column_235=2 Column_244=2 Column_406=2 Column_1=1 Column_39=1 Column_52=1 Column_61=1 Column_63=1 Column_85=1 Column_101=1 Column_102=1 Column_107=1 Column_112=1 Column_138=1 Column_145=1 Column_149=1 Column_173=1 Column_178=1 Column_180=1 Column_184=1 Column_234=1 Column_239=1 Column_367=1 Column_485=1 Column_488=1 parameters: [boosting: gbdt] [objective: multiclass] [metric: multi_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 200] [learning_rate: 0.05] [num_leaves: 31] [num_threads: 0] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 7] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 0.8] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0.1] [lambda_l2: 0.1] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: 1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [num_class: 3] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:null